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Type 'q()' to quit R. > ### Testing 'selection' function > ### Includes following tests: > ### > ### * factor as dependent variable (yes/no) > ### > library( "sampleSelection" ) Loading required package: maxLik Loading required package: miscTools Please cite the 'maxLik' package as: Henningsen, Arne and Toomet, Ott (2011). maxLik: A package for maximum likelihood estimation in R. Computational Statistics 26(3), 443-458. DOI 10.1007/s00180-010-0217-1. If you have questions, suggestions, or comments regarding the 'maxLik' package, please use a forum or 'tracker' at maxLik's R-Forge site: https://r-forge.r-project.org/projects/maxlik/ > suppressPackageStartupMessages( library( "mvtnorm" ) ) > suppressPackageStartupMessages( library( "lmtest" ) ) > options( digits = 3 ) > N <- 1500 > NNA <- 5 > vc <- diag(3) > vc[lower.tri(vc)] <- c(0.9, 0.5, 0.6) > vc[upper.tri(vc)] <- vc[lower.tri(vc)] > # the following command makes sure that sample() returns the same pseudo-random > # numbers in R 3.5.X and in R-devel > suppressWarnings( RNGversion( "3.5.0" ) ) > set.seed(1) > ## ------- Tobit-5 example --------- > eps <- rmvnorm( N, rep(0, 3), vc ) > t5Dat <- data.frame( xs = runif(N) ) > t5Dat$ys <- t5Dat$xs + eps[,1] > 0 > t5Dat$xo1 <- runif(N) > t5Dat$yo1 <- t5Dat$xo1 + eps[,2] > t5Dat$xo2 <- runif(N) > t5Dat$yo2 <- t5Dat$xo2 + eps[,3] > ## Put some NA-s into the data > t5Dat$ys[sample(N, NNA)] <- NA > t5Dat$xs[sample(N, NNA)] <- NA > t5Dat$xo1[sample(N, NNA)] <- NA > t5Dat$xo2[sample(N, NNA)] <- NA > t5Dat$yo1[sample(N, NNA)] <- NA > t5Dat$yo2[sample(N, NNA)] <- NA > > ## 2-step estimation > testTobit5TwoStep <- selection(ys~xs, list(yo1 ~ xo1, yo2 ~ xo2), + method = "2step", data = t5Dat ) > print( testTobit5TwoStep ) Call: selection(selection = ys ~ xs, outcome = list(yo1 ~ xo1, yo2 ~ xo2), data = t5Dat, method = "2step") Coefficients: S:(Intercept) S:xs O1:(Intercept) O1:xo1 invMillsRatio1 -0.01007 1.01217 0.00913 1.02126 -0.92726 sigma1 rho1 O2:(Intercept) O2:xo2 invMillsRatio2 0.95269 0.97331 -0.00298 1.01788 0.46612 sigma2 rho2 0.99607 0.46796 > print( summary( testTobit5TwoStep ) ) -------------------------------------------- Tobit 5 model (switching regression model) 2-step Heckman / heckit estimation 1483 observations: 472 selection 1 (FALSE) and 1011 selection 2 (TRUE) 12 free parameters (df = 1473) Probit selection equation: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.0101 0.0656 -0.15 0.88 xs 1.0122 0.1199 8.44 <2e-16 *** Outcome equation 1: Estimate Std. Error t value Pr(>|t|) (Intercept) 0.00913 NA NA NA xo1 1.02126 NA NA NA Multiple R-Squared:0.202, Adjusted R-Squared:0.199 Outcome equation 2: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.00298 NA NA NA xo2 1.01788 NA NA NA Multiple R-Squared:0.092, Adjusted R-Squared:0.09 Error terms: Estimate Std. Error t value Pr(>|t|) invMillsRatio1 -0.927 NA NA NA invMillsRatio2 0.466 NA NA NA sigma1 0.953 NA NA NA sigma2 0.996 NA NA NA rho1 0.973 NA NA NA rho2 0.468 NA NA NA -------------------------------------------- > print( coef( testTobit5TwoStep ) ) S:(Intercept) S:xs O1:(Intercept) O1:xo1 invMillsRatio1 -0.01007 1.01217 0.00913 1.02126 -0.92726 sigma1 rho1 O2:(Intercept) O2:xo2 invMillsRatio2 0.95269 0.97331 -0.00298 1.01788 0.46612 sigma2 rho2 0.99607 0.46796 > print( coef( testTobit5TwoStep, part = "outcome" ) ) (Intercept) xo1 invMillsRatio1 (Intercept) xo2 0.00913 1.02126 -0.92726 -0.00298 1.01788 invMillsRatio2 0.46612 > print( coef( summary( testTobit5TwoStep ) ) ) Estimate Std. Error t value Pr(>|t|) (Intercept) -0.01007 0.0656 -0.153 8.78e-01 xs 1.01217 0.1199 8.442 7.34e-17 (Intercept) 0.00913 NA NA NA xo1 1.02126 NA NA NA invMillsRatio1 -0.92726 NA NA NA sigma1 0.95269 NA NA NA rho1 0.97331 NA NA NA (Intercept) -0.00298 NA NA NA xo2 1.01788 NA NA NA invMillsRatio2 0.46612 NA NA NA sigma2 0.99607 NA NA NA rho2 0.46796 NA NA NA > print( coef( summary( testTobit5TwoStep ), part = "outcome" ) ) Estimate Std. Error t value Pr(>|t|) (Intercept) 0.00913 NA NA NA xo1 1.02126 NA NA NA invMillsRatio1 -0.92726 NA NA NA (Intercept) -0.00298 NA NA NA xo2 1.01788 NA NA NA invMillsRatio2 0.46612 NA NA NA > stdEr( testTobit5TwoStep ) (Intercept) xs (Intercept) xo1 invMillsRatio1 0.0656 0.1199 NA NA NA sigma1 rho1 (Intercept) xo2 invMillsRatio2 NA NA NA NA NA sigma2 rho2 NA NA > print( vcov( testTobit5TwoStep ) ) (Intercept) xs (Intercept) xo1 invMillsRatio1 sigma1 rho1 (Intercept) 0.00431 -0.0067 NA NA NA NA NA xs -0.00670 0.0144 NA NA NA NA NA (Intercept) NA NA NA NA NA NA NA xo1 NA NA NA NA NA NA NA invMillsRatio1 NA NA NA NA NA NA NA sigma1 NA NA NA NA NA NA NA rho1 NA NA NA NA NA NA NA (Intercept) NA NA NA NA NA NA NA xo2 NA NA NA NA NA NA NA invMillsRatio2 NA NA NA NA NA NA NA sigma2 NA NA NA NA NA NA NA rho2 NA NA NA NA NA NA NA (Intercept) xo2 invMillsRatio2 sigma2 rho2 (Intercept) NA NA NA NA NA xs NA NA NA NA NA (Intercept) NA NA NA NA NA xo1 NA NA NA NA NA invMillsRatio1 NA NA NA NA NA sigma1 NA NA NA NA NA rho1 NA NA NA NA NA (Intercept) NA NA NA NA NA xo2 NA NA NA NA NA invMillsRatio2 NA NA NA NA NA sigma2 NA NA NA NA NA rho2 NA NA NA NA NA > print( vcov( testTobit5TwoStep, part = "outcome" ) ) (Intercept) xo1 invMillsRatio1 (Intercept) xo2 invMillsRatio2 (Intercept) NA NA NA NA NA NA xo1 NA NA NA NA NA NA invMillsRatio1 NA NA NA NA NA NA (Intercept) NA NA NA NA NA NA xo2 NA NA NA NA NA NA invMillsRatio2 NA NA NA NA NA NA > nobs( testTobit5TwoStep ) [1] 1483 > nObs( testTobit5TwoStep ) [1] 1483 > print( fitted( testTobit5TwoStep, part = "outcome" ) ) 1 2 3 4 5 6 7 8 0.414168 0.234875 0.440662 1.143867 -0.163224 0.900343 0.786558 1.171608 9 10 11 12 13 14 16 17 0.770992 -0.027010 0.904936 -0.222226 0.433208 0.213024 1.218229 0.859890 18 19 20 21 23 24 25 26 -0.551037 0.863831 -0.435396 0.331038 0.161055 1.066309 0.360052 1.237717 27 28 29 30 31 32 33 34 0.548365 1.162155 0.941599 1.006476 1.119674 1.066801 -0.701208 -0.193768 35 36 37 38 39 40 41 42 -0.602586 0.365284 1.173956 0.314885 1.071233 0.793106 0.749137 0.220624 43 44 45 46 47 48 49 50 -0.084980 0.461967 0.274869 -0.526162 -0.299906 0.776929 -1.044105 -0.139382 51 52 53 54 55 56 57 58 0.443877 -0.608921 0.942840 0.503028 0.822648 1.204347 0.603313 0.392157 59 60 61 62 63 64 65 66 0.738495 1.057059 -0.047278 -0.987931 0.238802 0.606954 -0.615607 0.525992 67 68 69 70 71 72 73 74 0.647719 0.982008 -0.353842 0.694119 0.493754 0.433748 -0.779758 -0.292566 75 76 78 79 80 81 82 83 -0.576370 0.635220 0.047999 0.804534 1.131658 1.195509 0.646199 0.040030 84 85 86 87 88 89 90 91 0.515662 0.539330 0.783534 0.221645 1.013763 0.664196 -0.153247 1.079203 92 93 94 95 96 97 98 99 0.502038 -0.054030 0.511241 0.652758 -0.570848 0.280539 0.822099 1.207418 100 101 102 103 105 106 107 108 0.694522 0.555608 0.555202 0.990979 -0.354313 1.104326 0.792884 0.929954 109 110 111 112 113 114 115 116 1.080548 0.560483 -0.378797 1.205123 1.143831 1.125484 -0.858182 0.919376 117 118 119 120 121 122 123 124 0.988015 1.055170 1.164932 0.014576 -0.363887 0.570271 0.695066 -0.261152 125 126 127 128 129 130 131 132 -0.000633 0.590237 0.392533 0.231918 0.350392 -0.391449 0.493000 0.759193 133 134 135 136 137 138 139 140 0.935700 1.139570 -0.329140 -0.254656 0.688469 0.924327 0.758603 0.481560 141 142 143 144 145 146 147 148 1.204162 -0.489002 -0.368998 -0.397051 -0.798947 0.220990 0.254830 0.583073 149 150 151 152 153 154 155 156 -0.176592 0.580898 0.712983 -0.708453 -0.539652 1.254060 0.569145 0.830239 157 158 159 160 161 162 163 164 1.087260 -0.831748 1.137951 0.491408 -0.826261 0.883912 -0.484386 0.309793 165 166 167 168 169 170 171 172 0.688501 -0.588158 0.522878 -0.524458 1.157004 0.572877 -0.551027 1.023732 173 174 175 176 177 178 179 180 1.098624 0.483910 0.209351 -0.801849 0.404253 0.550382 1.107743 0.563935 181 182 183 184 185 186 187 188 0.024140 1.056134 -0.873549 0.596602 -0.243004 -0.607583 -0.191768 0.489580 189 190 191 192 193 194 195 196 0.511167 0.863938 0.253588 1.027191 0.808938 -0.427493 0.558547 1.011791 197 198 199 200 201 202 203 204 0.600656 0.337712 -0.933098 0.421935 1.190081 0.756716 -0.462119 0.950424 205 206 207 208 209 210 211 212 0.625812 1.101945 -0.690521 0.835387 0.630253 0.343265 -0.487547 -0.628724 213 214 215 216 217 218 219 220 1.072557 0.451343 1.239368 -0.485640 0.081001 0.371998 -0.947722 0.702542 221 222 223 224 225 226 227 228 0.354188 -0.502481 0.412638 1.126093 -0.819736 -0.337130 0.879438 0.010565 230 231 232 233 234 235 236 237 0.316028 0.565934 0.789930 -0.711156 0.560121 -0.272036 -0.244652 0.461308 238 239 240 241 242 243 244 245 0.788069 -0.764324 0.553664 0.501530 -0.485121 -0.228797 -0.121693 -0.253966 246 247 248 249 250 251 252 253 0.210801 0.717056 0.437423 -1.120617 0.433069 -0.614418 -0.094817 0.392078 254 255 256 257 258 259 260 261 -0.399599 0.147416 0.708408 0.521896 -0.133342 1.201133 0.853174 1.272295 262 263 264 265 266 267 268 269 1.109832 0.969047 0.896229 0.900183 -0.189810 -0.699907 -0.790026 -0.785179 270 271 272 273 274 275 276 277 0.535008 0.940719 -0.129168 0.638443 0.866443 0.933104 1.151729 -0.549560 278 279 280 281 282 283 284 285 0.402636 0.215175 -0.218109 0.836596 0.831430 1.066088 0.424741 -0.707869 286 287 288 289 290 291 292 293 -0.642366 0.365064 0.657332 0.155948 -0.016080 0.283249 0.742061 0.270939 294 295 296 297 298 299 300 301 -0.272351 1.271666 0.794430 -0.500919 0.424677 0.677959 0.913512 -0.408562 302 303 304 305 306 307 308 309 -0.160280 0.535450 -0.421042 -1.173313 0.021222 0.292376 0.337200 1.069196 310 311 312 313 314 315 316 317 1.088671 0.423169 -0.759333 -0.469339 -0.196096 1.083100 0.257048 0.697988 318 319 320 321 322 323 324 325 0.816082 0.372389 1.057736 -0.324861 0.673305 0.542382 0.621372 -0.114014 326 327 328 329 330 331 332 333 -0.103378 0.417353 0.850906 0.812422 0.952684 -0.555177 0.705367 -0.907206 334 335 336 337 338 339 340 341 0.379839 -0.175462 -0.882565 -1.052783 -0.812474 0.784510 -0.074048 0.804071 342 343 344 345 346 347 348 349 0.234716 -0.729617 0.984887 1.079740 0.829000 0.616319 0.876050 0.621232 350 351 352 353 354 355 356 357 0.441277 1.218346 1.075210 1.046434 -0.126212 0.655811 -0.326784 -0.564545 358 359 360 361 362 363 364 365 1.024034 0.589461 -0.302268 0.938157 0.902144 0.569975 0.523449 0.782066 366 367 368 369 370 371 372 373 -0.940442 0.487512 1.025031 0.784483 0.940581 0.626212 0.719212 -0.766069 374 375 376 377 378 379 380 381 -0.500707 0.090312 -0.102551 0.525292 -0.494193 1.141385 0.410494 0.619709 382 383 384 385 386 387 388 389 1.256588 -0.257053 -0.847468 0.402594 -0.323146 0.671016 0.775308 -0.744719 390 391 392 393 394 395 396 397 -0.259932 0.746751 0.919086 0.218988 0.620520 1.222523 0.682904 1.296780 398 399 400 401 402 403 404 405 -0.027501 -0.614339 -0.057713 -0.499486 -0.843518 0.753120 1.120483 0.480812 406 407 408 409 410 411 412 413 0.587550 0.793748 1.005555 0.795477 0.956250 1.209828 -0.387805 0.653967 414 415 416 417 418 419 420 421 -0.576911 -0.889079 0.266988 -0.279656 0.527388 -0.676843 0.832835 -0.075575 422 423 424 425 426 427 428 429 0.585201 1.302974 0.392321 0.583342 0.533605 0.315191 0.689813 0.439550 430 431 432 433 434 435 436 437 0.330380 0.273129 0.619227 0.103193 0.808416 -0.076597 1.046872 -0.426063 438 439 440 441 442 443 444 445 0.281451 0.625144 0.290769 0.872293 -0.639958 0.215088 -0.779321 -0.533383 446 447 448 449 450 451 452 453 -0.194800 0.380257 1.052980 0.883048 -0.279996 -0.838202 0.273223 -0.212887 454 455 456 457 458 459 460 461 -0.621112 -0.659062 -0.233518 0.911900 1.289750 0.372253 0.864026 -0.665268 462 463 464 465 466 467 468 469 1.001079 -0.249284 -0.996965 0.757177 0.542329 1.219502 1.099793 0.869096 470 471 472 473 474 475 476 477 -0.794815 0.700877 0.989551 0.892371 1.112156 1.115475 0.565619 0.869508 478 479 480 481 482 483 484 485 0.262976 0.252376 0.917259 -0.783788 0.277617 0.629152 0.881340 0.509741 486 487 488 489 490 491 492 493 1.273874 0.593419 0.936037 0.275568 1.320794 -0.939753 0.005236 0.508489 494 495 496 497 498 499 500 501 0.257871 0.399028 0.280866 -0.747738 0.961655 0.983582 1.149923 0.527156 502 503 504 505 506 507 508 509 0.683903 1.297685 -0.265522 0.119574 0.917554 0.480568 0.524263 -0.864767 510 511 512 513 514 515 516 517 0.327400 0.795675 0.765472 0.887574 1.246519 -0.850006 1.061035 0.199082 518 519 520 521 522 523 524 525 1.170549 0.536915 -0.148447 0.428301 0.843872 0.642439 -0.560735 0.449862 526 527 528 529 530 531 532 533 0.568335 0.674711 0.753289 0.475539 1.080310 -0.083504 0.965833 0.964788 534 535 536 537 538 539 540 541 0.595053 0.320424 0.489923 0.565998 -0.413012 0.289271 -0.501914 0.440782 542 543 544 545 546 547 548 549 0.036366 0.512326 0.762906 1.099723 1.170101 -0.589998 0.937069 1.191057 550 551 552 553 554 555 556 557 0.405814 0.190303 -0.402841 0.214190 1.264454 0.189912 -1.099298 0.549746 558 559 560 561 562 563 564 565 0.671552 -0.967572 1.215380 1.020838 1.077066 -1.217472 -0.605449 0.867619 566 567 568 569 570 571 572 574 -0.748208 0.382984 -0.389308 -0.602169 -1.189120 1.183428 0.677944 -0.237577 575 576 577 579 580 581 582 583 0.405889 0.423483 1.159408 1.212258 -0.712561 0.281870 1.169596 0.302898 584 585 586 587 588 589 590 591 1.139200 -0.753282 0.835411 -0.511312 0.706591 1.072986 0.455517 -0.853877 592 593 594 595 596 598 600 601 1.058760 -0.242455 -1.008012 -0.364203 0.919290 -0.499406 1.217640 0.868528 602 603 604 605 606 607 608 609 0.655272 0.880191 0.782450 0.997045 0.669276 0.315964 1.263517 0.958934 610 611 612 613 614 615 616 617 1.154010 -0.121600 0.553134 0.798431 1.033152 1.176284 1.075016 1.057693 618 619 620 621 622 623 624 625 0.919498 -0.108390 -0.937423 0.224386 0.092150 0.203099 0.196374 -1.068558 626 627 628 629 630 631 632 633 -0.400516 0.624425 0.813950 0.841682 0.956636 -0.695514 -0.095474 0.297491 634 635 636 638 639 640 641 642 0.358384 0.986350 -0.178723 -0.442107 -0.785473 0.500329 1.147957 0.809896 643 644 645 646 647 648 649 650 -1.180828 -0.223384 0.598334 0.463729 1.238826 0.782336 -0.940695 0.409720 651 652 653 654 655 656 657 658 -0.388525 -1.299061 1.085225 0.453011 -0.106701 1.173317 1.022071 -0.802422 659 660 661 662 663 664 665 666 -0.517606 -0.655348 -1.016633 -1.168363 0.417847 0.711557 0.500214 0.861055 667 668 669 670 671 672 673 674 0.749442 0.795590 0.511706 -1.059389 0.239040 0.579165 -0.903343 1.108730 675 676 677 678 679 680 681 682 1.119229 -0.234074 -0.226699 -0.694804 0.906509 -0.693399 0.960421 0.140202 683 684 685 686 687 688 689 690 0.637938 1.104401 -0.420739 -1.020791 0.668380 0.286844 -0.446444 0.586936 691 692 693 694 695 696 697 698 0.427463 1.092638 0.935794 0.815058 0.607463 0.083401 0.728419 0.778914 699 700 701 702 703 704 705 706 0.316734 -0.595323 -0.043534 1.229202 0.372630 -0.711856 1.144671 0.438197 707 708 709 710 711 712 713 714 -0.049911 0.862454 1.019313 1.115095 -0.446845 0.784196 -0.464099 -0.457632 715 716 717 718 719 720 721 722 0.390049 0.911486 -0.471021 0.789836 0.368270 -0.930528 -0.705699 0.477075 723 724 725 726 727 728 729 730 0.378396 0.399914 0.541351 0.366720 1.305796 0.459407 0.998010 0.951421 731 732 733 734 735 736 737 738 0.866480 1.066230 0.500128 1.104387 0.224803 0.488453 -1.132540 -0.594251 739 740 741 742 743 744 745 746 0.824223 -0.820892 0.427938 0.540214 0.403544 1.048303 -0.798510 0.723801 747 748 749 750 751 752 753 754 0.772187 0.744755 0.763151 -0.504448 1.167817 -0.689584 0.276370 0.403562 755 756 757 758 759 760 761 762 0.685429 0.839684 -0.436079 -0.596595 0.658013 0.283503 0.657496 1.234060 763 764 765 766 767 768 769 770 1.119144 -0.435709 0.855339 0.844924 0.770117 0.165891 0.607532 0.823243 771 772 773 774 775 776 777 778 0.343549 0.601800 -0.779655 0.974823 -0.132230 0.740702 1.229179 1.049243 779 780 781 782 783 784 785 786 -0.153505 0.410643 0.735483 0.659048 1.305240 0.290029 0.192750 0.453469 787 788 789 790 791 792 793 794 -0.241856 0.721005 -0.731631 0.647351 1.072063 0.812466 -0.434834 0.481364 795 796 797 798 799 800 801 802 1.131369 1.008811 -0.790457 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1380 1381 1382 1383 1384 1385 0.828018 1.148349 0.733288 0.215755 0.337722 1.318819 0.979880 0.434838 1386 1387 1388 1389 1390 1391 1392 1393 1.098290 0.888372 0.201187 -0.227507 0.632027 0.909675 1.364261 0.799066 1394 1395 1396 1397 1398 1399 1400 1401 -0.426652 1.171296 0.779912 -0.133965 1.072665 -0.021669 1.221925 -1.106195 1402 1403 1404 1405 1406 1407 1408 1409 -0.673870 0.749092 0.842913 0.390468 0.958016 -0.374091 1.166751 -0.749626 1410 1411 1412 1413 1414 1415 1416 1417 -0.295758 0.654878 -1.079138 1.153938 0.852912 1.076625 1.019983 0.226311 1418 1419 1420 1421 1422 1423 1424 1425 0.250216 -0.471030 -0.925649 -0.080796 0.454261 0.629586 -0.233360 -0.194898 1426 1427 1428 1429 1430 1431 1432 1433 0.395593 0.928221 0.438036 -0.469933 0.160199 1.147841 0.308972 0.528201 1434 1435 1436 1437 1438 1439 1440 1441 0.800902 0.550684 -0.707790 -0.153085 0.287143 1.003806 0.293866 0.559760 1442 1443 1444 1445 1446 1447 1448 1449 0.434760 -0.658984 0.371840 -0.683977 0.412932 1.115539 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135 136 137 138 139 140 141 142 143 144 145 146 147 0.666 0.609 0.510 0.801 0.658 0.751 0.570 0.600 0.767 0.722 0.691 0.805 0.822 148 149 150 151 152 153 154 155 156 157 158 159 160 0.744 0.673 0.760 0.512 0.805 0.690 0.533 0.803 0.754 0.667 0.722 0.759 0.500 161 162 163 164 165 166 167 168 169 170 171 172 173 0.683 0.674 0.733 0.616 0.752 0.824 0.646 0.681 0.574 0.720 0.519 0.811 0.597 174 175 176 177 178 179 180 181 182 183 184 185 186 0.650 0.762 0.815 0.834 0.604 0.709 0.519 0.522 0.773 0.767 0.518 0.546 0.577 187 188 189 190 191 192 193 194 195 196 197 198 199 0.668 0.841 0.744 0.609 0.757 0.816 0.718 0.782 0.643 0.736 0.583 0.798 0.799 200 201 202 203 204 205 206 207 208 209 210 211 212 0.627 0.602 0.707 0.527 0.550 0.707 0.834 0.609 0.629 0.704 0.669 0.808 0.709 213 214 215 216 217 218 219 220 221 222 223 224 225 0.702 0.812 0.710 0.523 0.599 0.708 0.787 0.554 0.685 0.760 0.828 0.796 0.647 226 227 228 230 231 232 233 234 235 236 237 238 239 0.624 0.818 0.519 0.817 0.576 0.798 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437 438 439 440 441 442 443 444 445 446 447 0.506 0.841 0.567 0.743 0.745 0.794 0.810 0.529 0.797 0.660 0.523 0.538 0.767 448 449 450 451 452 453 454 455 456 457 458 459 460 0.723 0.702 0.516 0.730 0.770 0.543 0.641 0.550 0.614 0.818 0.542 0.713 0.499 461 462 463 464 465 466 467 468 469 470 471 472 473 0.784 0.790 0.693 0.682 0.655 0.705 0.499 0.566 0.815 0.697 0.835 0.790 0.829 474 475 476 477 478 479 480 481 482 483 484 485 486 0.610 0.731 0.787 0.826 0.700 0.797 0.788 0.744 0.841 0.801 0.811 0.684 0.534 487 488 489 490 491 492 493 494 495 496 497 498 499 0.507 0.500 0.795 0.513 0.795 0.533 0.806 0.505 0.516 0.829 0.587 0.734 0.668 500 501 502 503 504 505 506 507 508 509 510 511 512 0.725 0.834 0.840 0.605 0.610 0.576 0.575 0.840 0.831 0.692 0.591 0.696 0.717 513 514 515 516 517 518 519 520 521 522 523 524 525 0.584 0.585 0.795 0.640 0.823 0.624 0.544 0.580 0.711 0.655 0.785 0.680 0.809 526 527 528 529 530 531 532 533 534 535 536 537 538 0.567 0.617 0.652 0.498 0.816 0.663 0.504 0.736 0.597 0.785 0.542 0.524 0.576 539 540 541 542 543 544 545 546 547 548 549 550 551 0.613 0.650 0.636 0.497 0.617 0.701 0.806 0.600 0.534 0.530 0.599 0.531 0.543 552 553 554 555 556 557 558 559 560 561 562 563 564 0.571 0.524 0.630 0.805 0.783 0.607 0.765 0.736 0.559 0.557 0.560 0.815 0.612 565 566 567 568 569 570 571 572 574 575 576 577 579 0.503 0.516 0.723 0.593 0.617 0.786 0.773 0.721 0.734 0.807 0.724 0.575 0.549 580 581 582 583 584 585 586 587 588 589 590 591 592 0.569 0.785 0.591 0.805 0.661 0.742 0.718 0.624 0.665 0.660 0.698 0.665 0.569 593 594 595 596 598 600 601 602 603 604 605 606 607 0.524 0.833 0.705 0.773 0.751 0.609 0.547 0.756 0.811 0.834 0.622 0.514 0.829 608 609 610 611 612 613 614 615 616 617 618 619 620 0.654 0.643 0.625 0.711 0.533 0.781 0.658 0.795 0.641 0.812 0.594 0.723 0.641 621 622 623 624 625 626 627 628 629 630 631 632 633 0.772 0.501 0.823 0.808 0.738 0.614 0.826 0.746 0.731 0.712 0.567 0.697 0.761 634 635 636 638 639 640 641 642 643 644 645 646 647 0.823 0.523 0.591 0.628 0.542 0.827 0.643 0.759 0.773 0.655 0.587 0.605 0.525 648 649 650 651 652 653 654 655 656 657 658 659 660 0.819 0.676 0.725 0.606 0.835 0.809 0.773 0.551 0.743 0.528 0.602 0.586 0.690 661 662 663 664 665 666 667 668 669 670 671 672 673 0.823 0.788 0.790 0.746 0.588 0.610 0.521 0.829 0.741 0.731 0.525 0.688 0.669 674 675 676 677 678 679 680 681 682 683 684 685 686 0.502 0.595 0.565 0.633 0.674 0.743 0.830 0.766 0.595 0.729 0.548 0.517 0.714 687 688 689 690 691 692 693 694 695 696 697 698 699 0.770 0.773 0.636 0.547 0.807 0.524 0.742 0.594 0.627 0.605 0.837 0.820 0.749 700 701 702 703 704 705 706 707 708 709 710 711 712 0.626 0.556 0.718 0.682 0.832 0.559 0.497 0.531 0.592 0.722 0.667 0.724 0.777 713 714 715 716 717 718 719 720 721 722 723 724 725 0.785 0.680 0.825 0.740 0.747 0.604 0.691 0.738 0.702 0.790 0.790 0.689 0.563 726 727 728 729 730 731 732 733 734 735 736 737 738 0.707 0.570 0.802 0.558 0.757 0.794 0.649 0.774 0.788 0.517 0.813 0.778 0.631 739 740 741 742 743 744 745 746 747 748 749 750 751 0.546 0.566 0.713 0.633 0.804 0.578 0.583 0.722 0.762 0.631 0.644 0.593 0.813 752 753 754 755 756 757 758 759 760 761 762 763 764 0.541 0.771 0.514 0.764 0.806 0.512 0.764 0.626 0.766 0.509 0.643 0.659 0.545 765 766 767 768 769 770 771 772 773 774 775 776 777 0.656 0.663 0.637 0.797 0.641 0.613 0.644 0.764 0.537 0.755 0.590 0.782 0.609 778 779 780 781 782 783 784 785 786 787 788 789 790 0.760 0.731 0.706 0.823 0.701 0.604 0.818 0.504 0.782 0.640 0.618 0.561 0.567 791 792 793 794 795 796 797 798 799 800 801 802 803 0.756 0.732 0.679 0.808 0.755 0.693 0.820 0.792 0.655 0.786 0.503 0.707 0.598 804 805 806 807 808 809 810 811 812 813 814 815 816 0.597 0.733 0.533 0.676 0.820 0.685 0.649 0.565 0.750 0.613 0.527 0.764 0.550 817 818 819 820 821 822 823 824 825 826 827 828 829 0.840 0.536 0.799 0.707 0.838 0.759 0.608 0.597 0.567 0.497 0.673 0.840 0.793 831 832 834 835 836 837 838 839 840 841 842 843 844 0.816 0.797 0.680 0.605 0.629 0.519 0.578 0.808 0.827 0.832 0.546 0.811 0.713 845 846 847 848 849 850 851 852 853 854 855 856 857 0.701 0.725 0.519 0.557 0.624 0.731 0.528 0.831 0.824 0.830 0.539 0.710 0.771 858 859 860 861 862 863 864 865 866 867 868 869 870 0.632 0.642 0.745 0.527 0.572 0.657 0.581 0.837 0.674 0.831 0.507 0.512 0.696 871 872 873 874 875 876 877 878 879 880 881 882 883 0.537 0.777 0.561 0.564 0.805 0.520 0.627 0.794 0.671 0.832 0.779 0.597 0.584 884 885 886 887 888 889 890 891 892 893 894 895 896 0.836 0.741 0.740 0.738 0.535 0.676 0.833 0.822 0.577 0.618 0.531 0.686 0.650 897 898 899 900 901 902 903 904 905 906 907 908 909 0.568 0.587 0.631 0.547 0.522 0.607 0.725 0.605 0.827 0.788 0.532 0.651 0.566 910 911 912 913 914 915 916 917 918 919 920 921 922 0.674 0.684 0.554 0.510 0.577 0.602 0.771 0.636 0.810 0.551 0.715 0.658 0.586 923 924 925 926 927 928 929 930 931 932 933 934 935 0.787 0.653 0.722 0.818 0.648 0.643 0.644 0.569 0.513 0.600 0.617 0.568 0.711 936 937 938 939 940 941 942 943 944 945 946 947 948 0.643 0.739 0.823 0.600 0.592 0.802 0.757 0.812 0.580 0.700 0.587 0.537 0.537 949 950 951 952 953 954 955 956 957 958 959 960 961 0.556 0.543 0.734 0.696 0.748 0.806 0.737 0.715 0.815 0.606 0.687 0.829 0.553 962 963 964 965 966 967 968 969 970 971 972 973 974 0.566 0.813 0.693 0.572 0.712 0.707 0.814 0.759 0.712 0.671 0.539 0.744 0.564 975 976 977 978 979 980 981 982 983 984 985 986 987 0.685 0.563 0.548 0.659 0.598 0.756 0.596 0.831 0.777 0.800 0.810 0.500 0.511 988 989 990 991 992 993 994 995 996 997 998 999 1000 0.610 0.528 0.834 0.713 0.838 0.799 0.811 0.594 0.768 0.690 0.691 0.714 0.742 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 0.522 0.750 0.769 0.541 0.515 0.549 0.811 0.800 0.807 0.509 0.539 0.707 0.540 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 0.765 0.765 0.785 0.731 0.691 0.674 0.510 0.580 0.632 0.706 0.779 0.664 0.753 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 0.698 0.787 0.817 0.666 0.628 0.821 0.580 0.792 0.616 0.715 0.649 0.608 0.600 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 0.832 0.736 0.529 0.823 0.814 0.819 0.763 0.752 0.709 0.654 0.806 0.526 0.609 1053 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 0.561 0.543 0.563 0.681 0.498 0.836 0.542 0.529 0.624 0.544 0.838 0.655 0.593 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 0.637 0.558 0.611 0.599 0.559 0.508 0.791 0.718 0.717 0.758 0.522 0.691 0.647 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 0.706 0.739 0.785 0.802 0.525 0.805 0.831 0.823 0.518 0.595 0.686 0.536 0.574 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 0.582 0.579 0.508 0.590 0.539 0.607 0.756 0.602 0.745 0.581 0.498 0.537 0.611 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 0.670 0.755 0.504 0.831 0.789 0.819 0.619 0.625 0.552 0.831 0.589 0.506 0.517 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 0.825 0.512 0.790 0.757 0.649 0.650 0.837 0.583 0.714 0.837 0.716 0.736 0.783 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 0.804 0.513 0.815 0.572 0.649 0.688 0.642 0.756 0.768 0.619 0.835 0.593 0.798 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 0.650 0.819 0.727 0.727 0.815 0.836 0.750 0.533 0.782 0.696 0.742 0.631 0.612 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1170 1171 1172 0.783 0.623 0.686 0.550 0.743 0.783 0.822 0.599 0.695 0.805 0.739 0.795 0.835 1173 1174 1175 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 0.566 0.761 0.541 0.609 0.631 0.564 0.707 0.787 0.805 0.628 0.696 0.643 0.667 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 0.771 0.500 0.515 0.643 0.744 0.701 0.721 0.784 0.692 0.723 0.809 0.814 0.827 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 0.802 0.791 0.795 0.820 0.765 0.819 0.784 0.586 0.506 0.647 0.822 0.800 0.811 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 0.762 0.828 0.645 0.681 0.778 0.777 0.606 0.502 0.573 0.693 0.637 0.522 0.756 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 0.819 0.672 0.804 0.774 0.644 0.728 0.786 0.649 0.546 0.603 0.698 0.721 0.813 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 0.627 0.655 0.515 0.683 0.773 0.670 0.679 0.767 0.613 0.562 0.691 0.573 0.624 1252 1253 1254 1255 1256 1258 1259 1260 1261 1262 1263 1264 1265 0.508 0.808 0.741 0.623 0.613 0.656 0.746 0.516 0.688 0.784 0.818 0.504 0.561 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 0.743 0.813 0.823 0.672 0.512 0.745 0.566 0.507 0.734 0.509 0.542 0.830 0.831 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 0.728 0.538 0.755 0.814 0.769 0.628 0.732 0.778 0.527 0.742 0.652 0.782 0.734 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 0.502 0.821 0.550 0.528 0.584 0.499 0.794 0.542 0.620 0.533 0.835 0.803 0.690 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 0.606 0.612 0.518 0.835 0.717 0.689 0.752 0.708 0.686 0.717 0.800 0.519 0.788 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 0.635 0.592 0.678 0.718 0.592 0.571 0.757 0.828 0.673 0.594 0.575 0.794 0.761 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 0.669 0.530 0.585 0.571 0.685 0.644 0.760 0.701 0.659 0.610 0.719 0.512 0.655 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 0.673 0.759 0.813 0.839 0.496 0.782 0.773 0.659 0.804 0.612 0.719 0.816 0.687 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 0.765 0.821 0.733 0.697 0.611 0.497 0.834 0.779 0.736 0.815 0.614 0.789 0.553 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 0.755 0.801 0.751 0.761 0.740 0.833 0.761 0.808 0.819 0.528 0.543 0.782 0.689 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 0.569 0.749 0.711 0.789 0.622 0.533 0.678 0.600 0.729 0.498 0.791 0.725 0.753 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 0.645 0.641 0.595 0.607 0.670 0.750 0.813 0.829 0.821 0.818 0.637 0.715 0.543 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 0.593 0.554 0.791 0.791 0.582 0.553 0.761 0.735 0.735 0.806 0.579 0.766 0.552 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 0.642 0.627 0.697 0.664 0.820 0.823 0.730 0.706 0.523 0.658 0.836 0.575 0.641 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 0.806 0.577 0.715 0.664 0.599 0.763 0.731 0.832 0.567 0.737 0.627 0.773 0.636 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 1460 0.506 0.579 0.662 0.608 0.723 0.801 0.833 0.699 0.632 0.507 0.693 0.590 0.779 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 0.737 0.704 0.748 0.811 0.523 0.737 0.697 0.805 0.597 0.554 0.639 0.756 0.574 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 0.807 0.770 0.789 0.592 0.699 0.633 0.800 0.711 0.804 0.838 0.691 0.677 0.541 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 0.525 0.839 0.771 0.795 0.791 0.722 0.797 0.731 0.586 0.575 0.603 0.707 0.578 1500 0.672 > print( residuals( testTobit5TwoStep, part = "outcome" ) ) 1 2 3 4 5 6 7 8 -1.002445 -0.489870 0.540385 0.390458 -1.040061 0.676385 0.895695 -1.890181 9 10 11 12 13 14 16 17 -0.411960 -0.207833 0.404124 -0.066707 0.790422 -0.317071 0.377900 0.452922 18 19 20 21 23 24 25 26 0.420568 0.215641 0.690098 0.933470 1.071494 -0.272857 -1.595130 -0.403062 27 28 29 30 31 32 33 34 -0.938379 -1.386317 0.876844 0.108998 1.109707 0.932135 -0.456772 0.377406 35 36 37 38 39 40 41 42 0.433999 1.255229 -0.264033 -0.436092 -0.679931 -0.317445 -0.147749 0.459262 43 44 45 46 47 48 49 50 0.533520 -0.853859 -0.264961 -0.120545 -0.142431 -0.918414 0.574557 -0.520334 51 52 53 54 55 56 57 58 -0.582785 -0.916278 -1.420652 -0.095450 -0.338146 -1.306539 1.836993 -0.191712 59 60 61 62 63 64 65 66 0.417239 1.457628 0.943680 0.633439 -0.537161 -0.002404 0.683114 -0.957649 67 68 69 70 71 72 73 74 0.074516 0.207667 2.041732 0.406701 -0.564761 1.269565 -0.143841 -0.203524 75 76 78 79 80 81 82 83 0.281981 -1.606529 -1.054853 0.121827 -0.180680 0.384375 -1.925306 0.249187 84 85 86 87 88 89 90 91 0.295583 0.258594 -0.077107 0.677398 0.393150 -0.337543 -0.142400 -0.935754 92 93 94 95 96 97 98 99 1.453406 -0.076851 -0.264133 -0.714457 0.466864 -0.140891 -1.544886 0.870811 100 101 102 103 105 106 107 108 -0.479347 1.415391 1.538868 -0.961967 0.099727 -0.235738 0.951795 -1.424213 109 110 111 112 113 114 115 116 -0.274593 0.222997 -0.396131 0.633217 -0.364751 -1.070060 0.216737 -0.383045 117 118 119 120 121 122 123 124 1.707336 -0.157093 -0.781661 -0.798023 0.607979 0.248745 -0.554468 -0.040545 125 126 127 128 129 130 131 132 0.090649 -0.353532 0.858671 -0.025199 -2.016421 -0.410472 1.149296 -1.000058 133 134 135 136 137 138 139 140 -0.720467 2.017085 0.242409 0.313593 -0.641706 -0.446034 0.735529 0.946074 141 142 143 144 145 146 147 148 -0.310578 0.896779 -0.463439 -0.758984 0.406314 0.032231 -0.498533 0.943109 149 150 151 152 153 154 155 156 -1.723445 -2.408053 -1.052191 -0.669949 -0.689164 1.647192 0.257452 0.240652 157 158 159 160 161 162 163 164 -0.423845 0.311485 0.031008 -0.010634 -0.230946 2.633264 -0.373958 1.647589 165 166 167 168 169 170 171 172 3.225312 0.703294 -0.376427 -0.088639 -0.965190 -0.985457 -1.574167 -0.056117 173 174 175 176 177 178 179 180 -0.634242 0.033526 -0.349241 0.672974 -1.081687 -0.466125 0.155115 -0.218797 181 182 183 184 185 186 187 188 0.966199 0.123256 0.651679 -0.350622 0.337152 -1.194997 -0.029242 -0.493304 189 190 191 192 193 194 195 196 -0.245401 0.333102 0.608001 0.908944 -1.375199 -0.437868 0.979703 0.355516 197 198 199 200 201 202 203 204 -0.730529 -0.767147 0.584708 -0.826218 0.543650 -1.229730 0.386866 0.059463 205 206 207 208 209 210 211 212 1.802860 -2.003453 0.496109 1.517763 0.261287 0.885978 0.041012 -0.390731 213 214 215 216 217 218 219 220 -0.879865 -1.057443 -0.318877 0.102272 0.510100 -1.209840 -1.001178 0.117873 221 222 223 224 225 226 227 228 -0.687267 -0.847041 -0.150110 1.035721 -0.322754 -0.882948 0.607908 0.344549 230 231 232 233 234 235 236 237 -0.492090 -1.998683 -0.055961 0.531605 1.363591 0.380610 -1.155127 2.085330 238 239 240 241 242 243 244 245 -1.288918 -1.216587 1.212129 1.239055 0.017202 1.214771 0.612950 -0.299426 246 247 248 249 250 251 252 253 -0.154532 -1.921196 0.510386 -0.127429 1.738374 -0.595366 -0.479243 1.274385 254 255 256 257 258 259 260 261 0.595155 0.098163 1.578930 -0.756139 1.054134 0.482667 0.607141 -0.897999 262 263 264 265 266 267 268 269 -1.256822 0.446866 0.921074 -0.302883 0.098577 0.281877 1.152577 0.337180 270 271 272 273 274 275 276 277 -1.363453 0.758029 0.227469 -2.034337 0.734385 0.041419 1.721106 0.041844 278 279 280 281 282 283 284 285 -0.062604 2.295570 -0.080586 2.417304 -0.265367 -1.780192 0.626212 -1.753842 286 287 288 289 290 291 292 293 -0.425651 0.442311 -0.577917 0.274297 0.036826 -0.350304 -0.254944 0.356457 294 295 296 297 298 299 300 301 0.017243 0.741317 1.252084 0.864376 -0.554673 -1.002035 -1.039935 0.487961 302 303 304 305 306 307 308 309 0.608762 0.671118 0.551542 1.062301 0.499784 1.114196 -0.776754 -1.340553 310 311 312 313 314 315 316 317 0.197262 0.048834 0.864003 -0.244505 0.710446 -0.868470 2.513931 0.825141 318 319 320 321 322 323 324 325 0.097852 0.631689 -2.380359 0.115982 -1.316785 0.071768 0.524848 -0.873994 326 327 328 329 330 331 332 333 0.973792 0.584243 0.276503 -0.869169 0.687952 0.233471 -0.422323 0.057550 334 335 336 337 338 339 340 341 0.868863 0.837023 0.642293 1.109120 -0.640135 -0.869526 -0.086289 0.690954 342 343 344 345 346 347 348 349 -1.096638 0.677920 -0.725235 0.449806 0.498921 0.627018 -1.305535 1.111401 350 351 352 353 354 355 356 357 -0.016453 -1.220650 0.280538 1.480529 -0.850880 -1.511085 -0.784549 0.845371 358 359 360 361 362 363 364 365 -0.123591 -1.584023 0.486690 0.192429 -0.804390 0.434935 0.891970 -0.361300 366 367 368 369 370 371 372 373 1.549812 -0.034249 -0.295443 -1.132136 0.146004 0.227601 0.147953 0.065305 374 375 376 377 378 379 380 381 0.261929 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1190 1191 1192 0.466636 -0.571345 -1.096197 -0.310307 0.249202 0.284068 0.517135 0.041739 1193 1194 1195 1196 1197 1198 1199 1200 -0.945202 -0.510644 -1.120513 -0.714500 0.440091 0.131585 0.245713 -0.802722 1201 1202 1203 1204 1205 1206 1207 1208 -1.644407 -0.579804 0.257129 -0.110850 1.950158 -0.604189 -0.518201 0.713671 1209 1210 1211 1212 1213 1214 1215 1216 0.207235 -0.150518 -0.839890 -1.579075 0.572530 1.058748 0.130597 0.950484 1217 1218 1219 1220 1221 1222 1223 1224 2.138121 -0.129538 -1.024209 0.908447 -0.030099 0.474744 -0.185167 -0.176908 1225 1226 1227 1228 1229 1230 1231 1232 1.023828 1.185594 -1.304353 -1.157401 -1.501158 -0.006368 -0.100836 -1.237986 1233 1234 1235 1236 1237 1238 1239 1240 1.437639 0.738083 0.228861 1.000775 -0.382690 -0.928925 0.058101 -1.176694 1241 1242 1243 1244 1245 1246 1247 1248 0.374282 -2.556402 1.580252 0.141485 -0.345178 -0.101325 -1.416902 -0.944702 1249 1250 1251 1252 1253 1254 1255 1256 -0.609851 -0.105885 -1.538487 -0.735713 0.046814 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1.970745 0.779176 -1.647480 -1.010103 -0.272151 0.397251 -0.158552 -0.470362 1330 1331 1332 1333 1334 1335 1336 1337 0.345238 -0.681537 -0.074665 -0.397397 -0.346947 -0.364515 0.947596 -0.616336 1338 1339 1340 1341 1342 1343 1344 1345 0.386790 -0.855592 0.161697 0.046251 -0.243811 -1.370152 -0.526097 0.165285 1346 1347 1348 1349 1350 1351 1352 1353 0.345721 0.631746 1.588247 0.432443 -0.655584 -0.415038 -0.049929 -0.939894 1354 1355 1356 1357 1358 1359 1360 1361 0.584923 0.204767 1.431921 0.430896 -0.284623 0.497968 0.291669 1.037179 1362 1363 1364 1365 1366 1367 1368 1369 0.164234 0.756404 -0.478625 1.138203 -1.446528 0.486737 -0.723431 0.132287 1370 1371 1372 1373 1374 1375 1376 1377 0.392181 0.286043 0.030197 -1.180773 0.211049 0.350078 0.331535 -0.249243 1378 1379 1380 1381 1382 1383 1384 1385 1.008614 -0.930598 0.191627 -0.345802 0.754762 -1.739307 1.173526 1.577082 1386 1387 1388 1389 1390 1391 1392 1393 -0.391744 -1.179093 -0.243261 -0.372170 -0.694999 1.175712 0.536671 0.951132 1394 1395 1396 1397 1398 1399 1400 1401 -0.332336 0.146616 1.735299 -0.983569 0.228352 0.131149 -1.486082 0.610622 1402 1403 1404 1405 1406 1407 1408 1409 0.767342 -0.487970 1.403895 0.987283 0.774127 -0.462824 0.113185 -0.048107 1410 1411 1412 1413 1414 1415 1416 1417 -0.346475 0.600701 -0.441428 0.357182 -0.918451 -0.277049 2.244049 0.423123 1418 1419 1420 1421 1422 1423 1424 1425 2.151409 -0.309875 0.401706 -2.688103 -0.739222 0.763787 -0.123292 -0.437145 1426 1427 1428 1429 1430 1431 1432 1433 0.095063 0.064840 -0.036716 0.462469 0.250607 1.560965 -0.840060 0.058262 1434 1435 1436 1437 1438 1439 1440 1441 0.778320 -0.062915 1.102394 0.053583 1.684877 -0.086334 -0.327158 0.042844 1442 1443 1444 1445 1446 1447 1448 1449 -1.130187 -0.266672 -0.918347 0.711075 1.197682 -0.026365 -0.161968 0.522742 1450 1451 1452 1453 1454 1455 1456 1457 0.199712 -1.090396 0.347194 -0.307294 0.829749 0.984536 0.575063 -1.314641 1458 1459 1460 1461 1462 1463 1464 1465 -0.396058 -0.050424 0.534152 0.924249 0.085538 1.464812 0.005220 -0.295845 1466 1467 1468 1469 1470 1471 1472 1473 -1.326967 -0.894255 0.328115 -0.213892 -0.468718 -0.268334 -0.129928 0.979414 1474 1475 1476 1477 1478 1479 1480 1481 0.425198 1.346238 0.574470 -0.318395 1.131651 -0.076039 0.317065 0.068856 1482 1483 1484 1485 1486 1487 1488 1489 1.055533 0.124731 -1.299760 0.064223 0.278333 -0.025991 -0.331963 1.620011 1490 1491 1492 1493 1494 1495 1496 1497 -1.289453 -0.461961 -0.379082 0.526606 0.853890 0.038852 0.014957 0.179996 1498 1499 1500 1.060055 0.413363 -0.058634 > all.equal( residuals( testTobit5TwoStep ), + residuals( testTobit5TwoStep, part = "outcome" ) ) [1] TRUE > print( residuals( testTobit5TwoStep, part = "selection" ) ) 1 2 3 4 5 6 7 8 9 10 11 0.617 0.588 1.028 1.088 -1.216 0.727 0.995 0.734 1.172 -1.291 0.744 12 13 14 16 17 18 19 20 21 23 24 -1.715 0.613 0.733 0.991 0.602 -1.239 0.970 -1.268 0.718 -1.240 0.670 25 26 27 28 29 30 31 32 33 34 35 0.956 1.064 0.890 0.898 1.070 0.698 0.767 0.687 -1.499 -1.622 -1.443 36 37 38 39 40 41 42 43 44 45 46 0.644 0.790 0.609 0.802 0.839 0.820 0.622 -1.269 0.898 0.837 -1.559 47 48 49 50 51 52 53 54 55 56 57 -1.249 0.861 -1.658 -1.477 1.175 -1.569 0.588 1.165 0.800 1.073 1.140 58 59 60 61 62 63 64 65 66 67 68 0.942 0.863 1.180 -1.176 -1.490 0.792 0.601 -1.179 0.774 0.962 0.918 69 70 71 72 73 74 75 76 78 79 80 -1.494 0.685 0.952 0.662 -1.311 -1.744 -1.724 1.162 -1.256 1.148 0.861 81 82 83 84 85 86 87 88 89 90 91 0.883 0.767 -1.257 1.077 1.029 0.634 0.687 0.869 1.149 -1.503 0.726 92 93 94 95 96 97 98 99 100 101 102 0.705 -1.355 0.703 0.842 -1.770 0.628 1.120 0.831 1.164 1.038 0.942 103 105 106 107 108 109 110 111 112 113 114 0.681 -1.352 0.726 0.628 0.745 0.649 0.761 -1.659 0.807 0.794 0.670 115 116 117 118 119 120 121 122 123 124 125 -1.449 0.694 1.160 0.785 0.636 -1.381 -1.554 0.732 1.037 -1.377 -1.391 126 127 128 129 130 131 132 133 134 135 136 0.887 1.075 0.604 0.854 -1.702 1.043 0.648 1.182 0.830 -1.480 -1.370 137 138 139 140 141 142 143 144 145 146 147 1.160 0.666 0.916 0.757 1.061 -1.353 -1.706 -1.600 -1.532 0.659 0.625 148 149 150 151 152 153 154 155 156 157 158 0.769 -1.496 0.740 1.157 -1.808 -1.530 1.123 0.663 0.751 0.900 -1.601 159 160 161 162 163 164 165 166 167 168 169 0.743 1.177 -1.516 0.888 -1.625 0.985 0.755 -1.864 0.934 -1.512 1.054 170 171 172 173 174 175 176 177 178 179 180 0.810 -1.210 0.647 1.016 0.929 0.738 -1.836 0.602 1.004 0.830 1.145 181 182 183 184 185 186 187 188 189 190 191 -1.214 0.718 -1.708 1.146 -1.256 -1.311 -1.485 0.589 0.770 0.996 0.746 192 193 194 195 196 197 198 199 200 201 202 0.638 0.814 -1.745 0.939 0.783 1.038 0.672 -1.791 0.967 1.007 0.833 203 204 205 206 207 208 209 210 211 212 213 -1.224 1.094 0.832 0.603 -1.370 0.963 0.838 0.897 -1.817 -1.571 0.842 214 215 216 217 218 219 220 221 222 223 224 0.646 0.827 -1.216 -1.353 0.831 -1.759 1.086 0.870 -1.689 0.615 0.676 225 226 227 228 230 231 232 233 234 235 236 -1.444 -1.399 0.634 -1.209 0.635 1.051 0.671 -1.628 0.815 -1.220 -1.370 237 238 239 240 241 242 243 244 245 246 247 0.643 1.075 -1.480 0.714 0.940 -1.296 -1.666 -1.414 -1.408 0.614 0.738 248 249 250 251 252 253 254 255 256 257 258 0.854 -1.660 0.947 -1.702 -1.278 0.716 -1.229 -1.285 0.596 0.619 -1.216 259 260 261 262 263 264 265 266 267 268 269 0.842 1.146 0.936 1.072 0.827 0.721 1.144 -1.480 -1.458 -1.802 -1.383 270 271 272 273 274 275 276 277 278 279 280 0.624 0.590 -1.608 0.608 0.782 0.772 0.600 -1.416 0.715 0.703 -1.373 281 282 283 284 285 286 287 288 289 290 291 0.893 0.825 0.782 0.739 -1.245 -1.432 0.590 0.903 0.622 -1.221 0.815 292 293 294 295 296 297 298 299 300 301 302 0.742 0.871 -1.253 1.056 1.157 -1.524 0.960 0.896 0.725 -1.544 -1.442 303 304 305 306 307 308 309 310 311 312 313 0.754 -1.591 -1.684 -1.273 0.598 0.959 0.778 1.111 0.797 -1.295 -1.411 314 315 316 317 318 319 320 321 322 323 324 -1.533 0.817 0.618 1.073 0.820 1.000 0.809 -1.780 0.869 0.980 1.145 325 326 327 328 329 330 331 332 333 334 335 -1.548 -1.517 0.949 0.999 0.833 0.631 -1.351 1.172 -1.783 1.150 -1.603 336 337 338 339 340 341 342 343 344 345 346 -1.905 -1.583 -1.705 1.082 -1.396 0.745 0.661 -1.440 1.001 0.593 1.094 347 348 349 350 351 352 353 354 355 356 357 0.598 0.778 0.802 1.075 1.087 0.711 0.700 -1.323 0.737 -1.378 -1.362 358 359 360 361 362 363 364 365 366 367 368 0.636 0.620 -1.495 0.967 0.923 1.070 1.044 0.675 -1.417 0.803 0.890 369 370 371 372 373 374 375 376 377 378 379 1.121 0.639 1.009 0.739 -1.346 -1.838 -1.292 -1.507 0.693 -1.413 0.874 380 381 382 383 384 385 386 387 388 389 390 1.010 0.594 0.899 -1.707 -1.669 0.633 -1.731 0.662 1.014 -1.496 -1.750 391 392 393 394 395 396 397 398 399 400 401 0.807 0.593 0.623 0.645 0.820 0.627 0.992 -1.351 -1.700 -1.284 -1.517 402 403 404 405 406 407 408 409 410 411 412 -1.905 0.737 0.800 0.714 1.155 0.641 0.708 0.878 0.639 0.918 -1.736 413 414 415 416 417 418 419 420 421 422 423 0.616 -1.734 -1.645 0.625 -1.361 0.607 -1.487 1.009 -1.428 0.636 0.989 424 425 426 427 428 429 430 431 432 433 434 1.041 1.149 0.619 0.669 0.795 1.151 1.005 0.712 0.628 -1.200 0.789 435 436 437 438 439 440 441 442 443 444 445 -1.188 0.588 -1.295 0.771 0.767 0.679 0.650 -1.228 0.674 -1.469 -1.217 446 447 448 449 450 451 452 453 454 455 456 -1.243 0.728 0.806 0.841 -1.204 -1.618 0.724 -1.252 -1.431 -1.264 -1.380 457 458 459 460 461 462 463 464 465 466 467 0.633 1.108 0.823 1.178 -1.752 0.686 -1.538 -1.514 0.920 0.835 1.179 468 469 470 471 472 473 474 475 476 477 478 1.067 0.639 -1.545 0.600 0.687 0.612 0.995 0.791 0.693 0.619 0.845 479 480 481 482 483 484 485 486 487 488 489 0.673 0.690 -1.651 0.589 0.666 0.648 0.872 1.120 1.165 1.178 0.678 490 491 492 493 494 495 496 497 498 499 500 1.155 -1.780 -1.234 0.656 -1.186 1.150 0.612 -1.331 0.787 0.898 0.802 501 502 503 504 505 506 507 508 509 510 511 0.602 0.590 1.002 -1.373 -1.310 1.052 0.591 0.609 -1.535 1.026 0.851 512 513 514 515 516 517 518 519 520 521 522 0.815 1.038 1.035 -1.781 0.945 0.625 0.972 1.103 -1.318 0.826 0.920 523 524 525 526 527 528 529 530 531 532 533 0.696 -1.509 0.651 1.066 0.982 0.925 1.181 0.638 -1.474 1.170 0.783 534 535 536 537 538 539 540 541 542 543 544 1.015 0.696 1.106 1.137 -1.311 0.989 -1.450 0.951 -1.173 0.983 0.843 545 546 547 548 549 550 551 552 553 554 555 0.656 1.011 -1.236 1.127 1.012 1.125 -1.252 -1.301 -1.219 0.961 0.658 556 557 558 559 560 561 562 563 564 565 566 -1.747 1.000 0.732 -1.632 1.079 1.081 1.077 -1.837 -1.375 1.171 -1.205 567 568 569 570 571 572 574 575 576 577 579 0.806 -1.340 -1.386 -1.757 0.717 0.808 -1.627 0.656 0.804 1.051 1.095 580 581 582 583 584 585 586 587 588 589 590 -1.297 0.696 1.026 0.658 0.910 -1.646 0.814 -1.399 0.903 0.911 0.848 591 592 593 594 595 596 598 600 601 602 603 -1.480 1.061 -1.219 -1.892 -1.563 0.718 -1.668 0.995 1.098 0.749 0.648 604 605 606 607 608 609 610 611 612 613 614 0.602 0.974 1.153 0.612 0.922 0.940 0.970 -1.577 1.122 0.704 0.914 615 616 617 618 619 620 621 622 623 624 625 0.678 0.944 0.646 1.020 -1.602 -1.431 0.720 -1.178 0.624 0.653 -1.636 626 627 628 629 630 631 632 633 634 635 636 -1.379 0.619 0.766 0.792 0.825 -1.293 -1.546 0.739 0.624 1.138 -1.337 638 639 640 641 642 643 644 645 646 647 648 -1.406 -1.249 0.617 0.940 0.742 -1.723 -1.459 1.032 1.002 1.135 0.632 649 650 651 652 653 654 655 656 657 658 659 -1.500 0.802 -1.365 -1.899 0.651 0.717 -1.265 0.771 1.129 -1.357 -1.327 660 661 662 663 664 665 666 667 668 669 670 -1.530 -1.860 -1.762 0.687 0.765 1.030 0.994 1.142 0.612 0.774 -1.620 671 672 673 674 675 676 677 678 679 680 681 -1.221 0.865 -1.486 1.175 1.018 -1.290 -1.416 -1.498 0.771 -1.883 0.730 682 683 684 685 686 687 688 689 690 691 692 -1.344 0.795 1.097 -1.207 -1.582 0.723 0.717 -1.421 1.099 0.655 1.137 693 694 695 696 697 698 699 700 701 702 703 0.773 1.021 0.966 -1.364 0.597 0.630 0.760 -1.402 -1.274 0.814 0.875 704 705 706 707 708 709 710 711 712 713 714 -1.889 1.078 1.183 -1.230 1.025 0.808 0.901 -1.604 0.711 -1.753 -1.509 715 716 717 718 719 720 721 722 723 724 725 0.620 0.776 -1.657 1.004 0.860 -1.636 -1.557 0.686 0.687 0.863 1.072 726 727 728 729 730 731 732 733 734 735 736 0.833 1.060 0.665 1.080 0.746 0.679 0.930 0.715 0.691 -1.206 0.643 737 738 739 740 741 742 743 744 745 746 747 -1.734 -1.413 1.101 -1.292 0.822 0.956 0.661 1.048 -1.322 0.808 0.738 748 749 750 751 752 753 754 755 756 757 758 0.960 0.938 -1.341 0.644 -1.249 0.722 1.154 0.734 0.657 -1.198 -1.700 759 760 761 762 763 764 765 766 767 768 769 0.968 0.730 1.162 0.940 0.913 -1.255 0.918 0.907 0.949 0.674 0.944 770 771 772 773 774 775 776 777 778 779 780 0.989 0.938 0.734 -1.240 0.750 -1.336 0.701 0.997 0.741 -1.622 0.835 781 782 783 784 785 786 787 788 789 790 791 0.625 0.843 1.004 0.634 -1.184 0.702 -1.430 0.981 -1.283 1.065 0.749 792 793 794 795 796 797 798 799 800 801 802 0.790 -1.507 0.653 0.749 0.857 -1.851 0.684 0.920 0.693 1.173 0.832 803 804 805 806 807 808 809 810 811 812 813 1.015 1.015 -1.625 1.123 0.885 0.630 -1.519 -1.448 -1.290 0.758 0.990 814 815 816 817 818 819 820 821 822 823 824 1.133 0.734 1.094 0.591 1.118 0.670 -1.568 0.595 0.743 -1.369 -1.349 825 826 827 828 829 831 832 834 835 836 837 -1.294 1.182 0.889 0.591 0.681 0.638 0.674 -1.510 1.003 0.962 -1.210 838 839 840 841 842 843 844 845 846 847 848 -1.314 0.653 0.617 0.606 -1.256 0.647 0.823 0.842 -1.606 -1.210 1.081 849 850 851 852 853 854 855 856 857 858 859 0.971 0.792 1.130 0.608 0.623 0.611 -1.244 -1.574 0.721 -1.413 -1.434 860 861 862 863 864 865 866 867 868 869 870 0.767 1.131 -1.303 0.917 1.042 0.597 -1.497 0.609 1.166 1.156 -1.543 871 872 873 874 875 876 877 878 879 880 881 -1.241 0.711 1.075 1.071 0.659 1.143 -1.404 0.678 -1.491 0.607 0.706 882 883 884 885 886 887 888 889 890 891 892 -1.347 1.037 0.599 0.775 0.776 -1.636 1.118 0.886 0.605 0.626 -1.311 893 894 895 896 897 898 899 900 901 902 903 0.982 -1.231 0.868 0.929 -1.295 -1.329 0.959 1.099 1.140 -1.366 0.802 904 905 906 907 908 909 910 911 912 913 914 -1.363 0.616 0.691 -1.233 0.927 -1.293 0.888 0.872 -1.270 -1.194 -1.312 915 916 917 918 919 920 921 922 923 924 925 1.008 0.720 -1.422 0.649 -1.265 0.820 0.915 -1.329 0.692 -1.455 0.807 926 927 928 929 930 931 932 933 934 935 936 0.634 0.932 0.940 0.938 1.062 -1.199 1.010 0.982 -1.295 0.827 -1.435 937 938 939 940 941 942 943 944 945 946 947 0.778 0.625 -1.353 -1.339 0.664 0.746 0.645 -1.317 0.844 1.032 -1.241 948 949 950 951 952 953 954 955 956 957 958 -1.241 1.083 1.105 0.787 0.852 -1.661 0.658 0.781 0.820 0.640 1.001 959 960 961 962 963 964 965 966 967 968 969 0.867 0.613 1.088 -1.292 -1.830 -1.536 1.056 0.824 0.833 0.641 0.743 970 971 972 973 974 975 976 977 978 979 980 0.825 0.893 1.112 0.769 1.071 0.869 1.071 -1.261 0.912 1.014 0.749 981 982 983 984 985 986 987 988 989 990 991 -1.346 0.608 0.710 0.668 -1.821 1.178 1.160 0.994 -1.226 0.602 0.823 992 993 994 995 996 997 998 999 1000 1001 1002 0.594 0.671 0.648 1.021 -1.708 0.862 -1.533 0.821 0.772 1.140 -1.665 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 0.726 1.109 1.152 -1.261 0.647 0.669 0.654 -1.194 1.111 0.832 1.110 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 0.733 0.731 0.696 0.792 0.860 -1.498 -1.194 1.044 -1.414 0.834 0.707 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 0.905 0.753 0.848 0.692 0.636 0.902 -1.406 0.629 1.044 0.683 0.985 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 0.819 0.931 0.998 1.011 0.607 0.783 1.128 0.624 0.642 0.631 0.735 1047 1048 1049 1050 1051 1052 1053 1055 1056 1057 1058 0.755 -1.572 0.921 0.656 -1.222 -1.370 -1.284 -1.251 1.071 0.876 1.180 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 0.600 -1.250 -1.226 0.971 1.104 0.594 0.920 1.023 0.951 1.081 0.993 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1081 1.013 -1.280 -1.191 0.684 0.814 0.816 0.744 1.141 -1.532 -1.444 0.835 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 0.777 0.695 0.665 -1.221 0.658 0.609 0.624 -1.208 -1.344 -1.521 1.116 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 -1.307 -1.320 -1.316 1.165 1.027 -1.245 1.000 0.747 -1.358 -1.653 1.042 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 -1.174 1.114 0.993 -1.489 0.749 -1.185 0.609 0.688 0.631 -1.389 0.970 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1.091 0.608 -1.334 -1.187 -1.206 0.621 1.158 0.686 0.747 0.930 -1.449 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 -1.906 -1.322 0.822 0.597 0.817 0.783 0.699 -1.806 1.156 0.640 -1.302 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 -1.447 0.865 0.941 0.749 0.727 0.980 -1.898 1.022 0.671 0.928 0.633 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 0.798 0.798 0.640 -1.901 0.759 -1.234 0.702 -1.544 -1.647 -1.411 -1.377 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1170 -1.749 -1.397 0.868 1.093 -1.647 0.699 -1.858 1.012 0.853 0.659 0.778 1171 1172 1173 1174 1175 1177 1178 1179 1180 1181 1182 0.677 0.601 1.068 0.740 -1.247 -1.371 0.959 1.070 0.833 0.692 0.659 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 -1.406 0.852 0.940 -1.483 0.722 1.177 1.152 -1.435 0.769 0.844 0.809 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 0.698 0.859 0.806 -1.818 0.642 0.617 0.664 0.684 0.677 0.629 0.732 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 0.632 -1.750 1.034 -1.188 -1.443 -1.857 -1.795 0.648 -1.695 0.614 0.936 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 0.876 0.709 0.711 -1.365 1.175 1.056 0.856 0.949 -1.215 0.748 -1.849 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 -1.493 0.661 0.716 0.938 0.797 -1.756 0.931 -1.257 -1.359 0.849 -1.599 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 -1.830 0.967 0.920 1.152 0.873 0.718 0.896 -1.507 -1.708 0.990 1.074 1249 1250 1251 1252 1253 1254 1255 1256 1258 1259 1260 0.859 -1.305 -1.398 1.164 -1.817 0.775 -1.396 0.989 0.918 0.766 1.150 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 0.864 0.698 0.634 -1.185 1.074 0.771 -1.831 0.624 0.892 -1.198 0.767 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 -1.292 1.166 -1.627 1.163 1.106 -1.882 0.609 0.797 1.113 0.750 -1.834 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 0.724 0.965 0.789 0.709 1.131 0.773 0.925 0.700 0.787 -1.181 -1.854 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 1.094 -1.226 1.037 1.179 -1.778 -1.250 0.977 1.122 0.600 0.662 0.862 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1.002 -1.377 -1.208 -1.897 0.816 0.863 -1.670 0.832 0.868 0.815 0.669 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1.146 0.690 0.954 1.024 0.882 0.814 1.024 1.059 0.747 0.614 -1.495 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 -1.344 -1.308 -1.777 -1.693 0.897 1.126 1.036 -1.301 -1.519 0.938 0.740 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 -1.553 0.913 0.994 -1.593 -1.197 0.920 -1.496 0.742 0.644 0.592 -1.171 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 0.701 0.718 0.914 -1.804 0.991 -1.594 -1.841 0.866 -1.703 0.627 0.788 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 -1.545 -1.374 -1.172 0.602 0.706 0.783 0.640 -1.380 0.689 -1.269 0.750 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 0.666 0.757 -1.691 -1.642 -1.893 0.739 -1.817 0.633 1.130 1.104 0.700 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 0.863 1.061 0.761 0.826 0.688 0.974 -1.235 -1.505 1.011 0.796 1.182 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 0.685 -1.607 0.753 0.937 -1.431 1.018 -1.366 0.895 -1.665 -1.832 0.612 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 0.629 0.635 0.950 -1.583 1.106 -1.340 -1.270 0.685 -1.768 1.040 1.088 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 0.740 0.784 0.785 0.656 -1.315 -1.706 -1.266 0.942 0.966 -1.545 -1.476 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 0.630 0.625 0.794 -1.565 -1.216 0.915 0.598 1.052 0.943 0.657 -1.311 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 -1.585 0.904 1.012 0.735 0.791 0.606 -1.294 0.781 -1.404 0.717 0.951 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 -1.188 1.046 -1.473 0.997 0.806 0.666 0.604 0.846 -1.414 1.166 0.856 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1.027 0.707 0.781 -1.560 -1.660 0.648 1.138 0.782 0.850 0.658 -1.349 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 -1.270 -1.428 0.748 -1.307 0.656 0.722 0.689 1.024 0.846 0.957 0.668 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 0.827 -1.806 -1.907 0.859 0.882 1.109 -1.220 -1.912 0.721 0.678 0.685 1492 1493 1494 1495 1496 1497 1498 1499 1500 0.808 -1.786 0.792 1.034 1.053 -1.360 0.833 1.048 -1.494 > all.equal( residuals( testTobit5TwoStep, part = "selection" ), + residuals( testTobit5TwoStep, part = "selection", type = "deviance" ) ) [1] TRUE > all.equal( residuals( testTobit5TwoStep$probit ), + residuals( testTobit5TwoStep, part = "selection" ) ) [1] TRUE > print( residuals( testTobit5TwoStep, part = "selection", type = "pearson" ) ) 1 2 3 4 5 6 7 8 9 10 11 0.458 0.435 0.835 0.899 -1.047 0.550 0.800 0.556 0.994 -1.141 0.565 12 13 14 16 17 18 19 20 21 23 24 -1.830 0.455 0.555 0.796 0.446 -1.074 0.775 -1.110 0.543 -1.075 0.501 25 26 27 28 29 30 31 32 33 34 35 0.761 0.873 0.697 0.705 0.879 0.525 0.584 0.516 -1.440 -1.652 -1.354 36 37 38 39 40 41 42 43 44 45 46 0.480 0.605 0.451 0.616 0.649 0.632 0.462 -1.112 0.705 0.647 -1.540 47 48 49 50 51 52 53 54 55 56 57 -1.087 0.670 -1.718 -1.406 0.997 -1.556 0.435 0.986 0.614 0.882 0.957 58 59 60 61 62 63 64 65 66 67 68 0.748 0.671 1.002 -0.998 -1.426 0.607 0.445 -1.001 0.591 0.767 0.724 69 70 71 72 73 74 75 76 78 79 80 -1.433 0.515 0.757 0.495 -1.167 -1.892 -1.850 0.982 -1.096 0.966 0.670 81 82 83 84 85 86 87 88 89 90 91 0.691 0.585 -1.097 0.887 0.836 0.472 0.516 0.677 0.967 -1.447 0.549 92 93 94 95 96 97 98 99 100 101 102 0.531 -1.227 0.529 0.652 -1.947 0.467 0.934 0.642 0.985 0.845 0.747 103 105 106 107 108 109 110 111 112 113 114 0.511 -1.222 0.549 0.467 0.565 0.484 0.579 -1.720 0.621 0.609 0.502 115 116 117 118 119 120 121 122 123 124 125 -1.363 0.522 0.980 0.601 0.474 -1.263 -1.531 0.555 0.843 -1.257 -1.277 126 127 128 129 130 131 132 133 134 135 136 0.694 0.884 0.447 0.664 -1.805 0.850 0.483 1.006 0.642 -1.411 -1.247 137 138 139 140 141 142 143 144 145 146 147 0.980 0.498 0.722 0.576 0.869 -1.224 -1.812 -1.611 -1.495 0.493 0.465 148 149 150 151 152 153 154 155 156 157 158 0.587 -1.436 0.561 0.976 -2.030 -1.492 0.937 0.496 0.571 0.706 -1.612 159 160 161 162 163 164 165 166 167 168 169 0.563 1.000 -1.468 0.696 -1.656 0.790 0.574 -2.163 0.740 -1.462 0.861 170 171 172 173 174 175 176 177 178 179 180 0.623 -1.039 0.483 0.822 0.734 0.559 -2.097 0.445 0.809 0.641 0.962 181 182 183 184 185 186 187 188 189 190 191 -1.044 0.542 -1.817 0.964 -1.096 -1.167 -1.418 0.435 0.587 0.801 0.566 192 193 194 195 196 197 198 199 200 201 202 0.475 0.627 -1.894 0.745 0.599 0.845 0.504 -1.992 0.772 0.813 0.644 203 204 205 206 207 208 209 210 211 212 213 -1.056 0.905 0.643 0.446 -1.247 0.768 0.648 0.703 -2.051 -1.560 0.652 214 215 216 217 218 219 220 221 222 223 224 0.482 0.639 -1.046 -1.223 0.642 -1.922 0.897 0.678 -1.779 0.456 0.506 225 226 227 228 230 231 232 233 234 235 236 -1.355 -1.289 0.471 -1.038 0.473 0.859 0.503 -1.662 0.627 -1.052 -1.248 237 238 239 240 241 242 243 244 245 246 247 0.479 0.884 -1.410 0.539 0.745 -1.147 -1.733 -1.311 -1.302 0.455 0.560 248 249 250 251 252 253 254 255 256 257 258 0.663 -1.723 0.753 -1.804 -1.124 0.541 -1.062 -1.133 0.441 0.460 -1.046 259 260 261 262 263 264 265 266 267 268 269 0.653 0.964 0.741 0.881 0.638 0.545 0.961 -1.411 -1.377 -2.017 -1.266 270 271 272 273 274 275 276 277 278 279 280 0.464 0.436 -1.626 0.450 0.598 0.589 0.444 -1.313 0.539 0.530 -1.251 281 282 283 284 285 286 287 288 289 290 291 0.700 0.637 0.598 0.560 -1.082 -1.337 0.436 0.709 0.462 -1.053 0.628 292 293 294 295 296 297 298 299 300 301 302 0.563 0.679 -1.093 0.864 0.976 -1.482 0.765 0.703 0.549 -1.515 -1.352 303 304 305 306 307 308 309 310 311 312 313 0.574 -1.595 -1.768 -1.118 0.443 0.764 0.594 0.924 0.611 -1.146 -1.306 314 315 316 317 318 319 320 321 322 323 324 -1.496 0.630 0.458 0.883 0.633 0.805 0.622 -1.968 0.678 0.785 0.963 325 326 327 328 329 330 331 332 333 334 335 -1.521 -1.470 0.754 0.804 0.644 0.469 -1.220 0.994 -1.975 0.969 -1.616 336 337 338 339 340 341 342 343 344 345 346 -2.268 -1.582 -1.810 0.892 -1.284 0.566 0.494 -1.349 0.806 0.438 0.905 347 348 349 350 351 352 353 354 355 356 357 0.442 0.594 0.616 0.884 0.897 0.536 0.527 -1.182 0.559 -1.258 -1.236 358 359 360 361 362 363 364 365 366 367 368 0.473 0.460 -1.435 0.772 0.729 0.879 0.851 0.506 -1.315 0.617 0.697 369 370 371 372 373 374 375 376 377 378 379 0.935 0.476 0.815 0.560 -1.214 -2.101 -1.142 -1.453 0.521 -1.309 0.682 380 381 382 383 384 385 386 387 388 389 390 0.816 0.439 0.705 -1.815 -1.739 0.471 -1.863 0.495 0.820 -1.436 -1.903 391 392 393 394 395 396 397 398 399 400 401 0.620 0.438 0.463 0.481 0.632 0.466 0.797 -1.221 -1.800 -1.132 -1.470 402 403 404 405 406 407 408 409 410 411 412 -2.266 0.559 0.614 0.539 0.974 0.478 0.534 0.686 0.476 0.724 -1.874 413 414 415 416 417 418 419 420 421 422 423 0.457 -1.870 -1.694 0.465 -1.235 0.450 -1.421 0.815 -1.332 0.473 0.794 424 425 426 427 428 429 430 431 432 433 434 0.848 0.966 0.459 0.500 0.609 0.969 0.810 0.537 0.467 -1.027 0.604 435 436 437 438 439 440 441 442 443 444 445 -1.013 0.435 -1.145 0.588 0.585 0.509 0.485 -1.060 0.505 -1.393 -1.047 446 447 448 449 450 451 452 453 454 455 456 -1.079 0.551 0.619 0.651 -1.032 -1.644 0.547 -1.091 -1.336 -1.106 -1.262 457 458 459 460 461 462 463 464 465 466 467 0.471 0.920 0.635 1.001 -1.907 0.515 -1.504 -1.466 0.726 0.646 1.002 468 469 470 471 472 473 474 475 476 477 478 0.876 0.476 -1.517 0.444 0.516 0.454 0.800 0.606 0.521 0.460 0.655 479 480 481 482 483 484 485 486 487 488 489 0.504 0.519 -1.705 0.435 0.498 0.483 0.680 0.934 0.985 1.000 0.508 490 491 492 493 494 495 496 497 498 499 500 0.974 -1.968 -1.068 0.490 -1.010 0.968 0.454 -1.193 0.602 0.705 0.616 501 502 503 504 505 506 507 508 509 510 511 0.446 0.436 0.808 -1.252 -1.166 0.860 0.437 0.451 -1.500 0.832 0.661 512 513 514 515 516 517 518 519 520 521 522 0.628 0.845 0.842 -1.971 0.751 0.464 0.777 0.915 -1.176 0.638 0.726 523 524 525 526 527 528 529 530 531 532 533 0.523 -1.457 0.486 0.874 0.787 0.731 1.004 0.475 -1.401 0.991 0.599 534 535 536 537 538 539 540 541 542 543 544 0.821 0.523 0.919 0.953 -1.167 0.795 -1.364 0.756 -0.994 0.788 0.653 545 546 547 548 549 550 551 552 553 554 555 0.490 0.817 -1.070 0.942 0.818 0.940 -1.091 -1.153 -1.049 0.766 0.492 556 557 558 559 560 561 562 563 564 565 566 -1.897 0.805 0.555 -1.670 0.888 0.891 0.887 -2.098 -1.255 0.993 -1.033 567 568 569 570 571 572 574 575 576 577 579 0.620 -1.206 -1.269 -1.919 0.541 0.622 -1.661 0.490 0.617 0.859 0.906 580 581 582 583 584 585 586 587 588 589 590 -1.149 0.524 0.833 0.492 0.717 -1.696 0.627 -1.289 0.710 0.718 0.657 591 592 593 594 595 596 598 600 601 602 603 -1.410 0.870 -1.050 -2.234 -1.547 0.542 -1.738 0.801 0.910 0.569 0.483 604 605 606 607 608 609 610 611 612 613 614 0.446 0.779 0.972 0.454 0.728 0.746 0.775 -1.570 0.936 0.530 0.720 615 616 617 618 619 620 621 622 623 624 625 0.508 0.749 0.482 0.826 -1.615 -1.335 0.544 -1.001 0.464 0.488 -1.677 626 627 628 629 630 631 632 633 634 635 636 -1.260 0.460 0.584 0.607 0.637 -1.144 -1.518 0.560 0.464 0.955 -1.201 638 639 640 641 642 643 644 645 646 647 648 -1.299 -1.087 0.458 0.745 0.563 -1.847 -1.378 0.839 0.808 0.950 0.470 649 650 651 652 653 654 655 656 657 658 659 -1.443 0.616 -1.240 -2.251 0.486 0.541 -1.107 0.588 0.945 -1.230 -1.189 660 661 662 663 664 665 666 667 668 669 670 -1.491 -2.153 -1.929 0.516 0.583 0.837 0.799 0.959 0.454 0.591 -1.648 671 672 673 674 675 676 677 678 679 680 681 -1.052 0.673 -1.420 0.997 0.824 -1.139 -1.313 -1.439 0.588 -2.212 0.553 682 683 684 685 686 687 688 689 690 691 692 -1.212 0.609 0.908 -1.035 -1.579 0.546 0.541 -1.321 0.911 0.489 0.953 693 694 695 696 697 698 699 700 701 702 703 0.590 0.827 0.771 -1.239 0.442 0.469 0.578 -1.293 -1.119 0.627 0.683 704 705 706 707 708 709 710 711 712 713 714 -2.226 0.887 1.006 -1.063 0.831 0.621 0.707 -1.619 0.536 -1.910 -1.456 715 716 717 718 719 720 721 722 723 724 725 0.460 0.593 -1.716 0.810 0.669 -1.676 -1.536 0.515 0.516 0.672 0.881 726 727 728 729 730 731 732 733 734 735 736 0.644 0.868 0.497 0.890 0.567 0.509 0.736 0.540 0.519 -1.034 0.479 737 738 739 740 741 742 743 744 745 746 747 -1.870 -1.309 0.913 -1.141 0.634 0.761 0.494 0.855 -1.182 0.621 0.559 748 749 750 751 752 753 754 755 756 757 758 0.765 0.743 -1.208 0.480 -1.087 0.545 0.973 0.556 0.490 -1.024 -1.800 759 760 761 762 763 764 765 766 767 768 769 0.773 0.553 0.982 0.745 0.719 -1.094 0.724 0.714 0.754 0.505 0.749 770 771 772 773 774 775 776 777 778 779 780 0.795 0.744 0.556 -1.076 0.570 -1.200 0.528 0.802 0.562 -1.650 0.646 781 782 783 784 785 786 787 788 789 790 791 0.464 0.653 0.809 0.472 -1.008 0.528 -1.334 0.786 -1.130 0.874 0.569 792 793 794 795 796 797 798 799 800 801 802 0.605 -1.454 0.488 0.569 0.666 -2.132 0.513 0.725 0.521 0.994 0.643 803 804 805 806 807 808 809 810 811 812 813 0.821 0.821 -1.657 0.937 0.692 0.469 -1.474 -1.361 -1.140 0.577 0.795 814 815 816 817 818 819 820 821 822 823 824 0.948 0.556 0.905 0.437 0.931 0.502 -1.555 0.440 0.564 -1.247 -1.218 825 826 827 828 829 831 832 834 835 836 837 -1.145 1.006 0.696 0.436 0.511 0.475 0.505 -1.458 0.808 0.767 -1.039 838 839 840 841 842 843 844 845 846 847 848 -1.171 0.488 0.458 0.449 -1.096 0.483 0.634 0.652 -1.622 -1.039 0.891 849 850 851 852 853 854 855 856 857 858 859 0.776 0.607 0.945 0.451 0.463 0.453 -1.081 -1.566 0.545 -1.310 -1.340 860 861 862 863 864 865 866 867 868 869 870 0.585 0.947 -1.156 0.723 0.849 0.441 -1.438 0.451 0.986 0.975 -1.512 871 872 873 874 875 876 877 878 879 880 881 -1.077 0.536 0.884 0.880 0.493 0.960 -1.296 0.509 -1.427 0.450 0.532 882 883 884 885 886 887 888 889 890 891 892 -1.216 0.844 0.443 0.592 0.592 -1.677 0.932 0.693 0.448 0.466 -1.167 893 894 895 896 897 898 899 900 901 902 903 0.787 -1.065 0.676 0.734 -1.146 -1.191 0.764 0.910 0.956 -1.242 0.616 904 905 906 907 908 909 910 911 912 913 914 -1.238 0.457 0.519 -1.067 0.733 -1.143 0.695 0.680 -1.113 -1.020 -1.168 915 916 917 918 919 920 921 922 923 924 925 0.814 0.544 -1.322 0.484 -1.107 0.632 0.721 -1.191 0.520 -1.372 0.621 926 927 928 929 930 931 932 933 934 935 936 0.472 0.737 0.745 0.744 0.870 -1.026 0.816 0.787 -1.146 0.638 -1.341 937 938 939 940 941 942 943 944 945 946 947 0.594 0.464 -1.224 -1.204 0.497 0.566 0.481 -1.175 0.654 0.838 -1.077 948 949 950 951 952 953 954 955 956 957 958 -1.077 0.893 0.917 0.602 0.661 -1.724 0.491 0.597 0.632 0.477 0.807 959 960 961 962 963 964 965 966 967 968 969 0.676 0.455 0.898 -1.142 -2.083 -1.502 0.864 0.636 0.644 0.477 0.563 970 971 972 973 974 975 976 977 978 979 980 0.637 0.700 0.926 0.586 0.880 0.678 0.880 -1.102 0.719 0.819 0.569 981 982 983 984 985 986 987 988 989 990 991 -1.214 0.450 0.535 0.500 -2.062 1.000 0.979 0.800 -1.059 0.446 0.635 992 993 994 995 996 997 998 999 1000 1001 1002 0.440 0.502 0.483 0.827 -1.817 0.671 -1.496 0.633 0.589 0.957 -1.732 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 0.549 0.921 0.971 -1.103 0.483 0.501 0.488 -1.019 0.924 0.643 0.923 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 0.555 0.554 0.523 0.607 0.669 -1.439 -1.020 0.851 -1.310 0.645 0.533 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 0.711 0.572 0.658 0.520 0.473 0.709 -1.299 0.467 0.851 0.513 0.790 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 0.631 0.736 0.804 0.817 0.450 0.599 0.944 0.464 0.478 0.469 0.557 1047 1048 1049 1050 1051 1052 1053 1055 1056 1057 1058 0.574 -1.563 0.727 0.490 -1.053 -1.248 -1.131 -1.090 0.880 0.684 1.003 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 0.444 -1.088 -1.059 0.776 0.916 0.439 0.726 0.829 0.756 0.891 0.799 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1081 0.819 -1.127 -1.016 0.513 0.627 0.628 0.565 0.957 -1.495 -1.355 0.646 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 0.594 0.523 0.498 -1.052 0.492 0.451 0.463 -1.036 -1.211 -1.476 0.930 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 -1.162 -1.179 -1.173 0.985 0.834 -1.082 0.805 0.568 -1.231 -1.709 0.849 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 -0.996 0.928 0.799 -1.424 0.569 -1.009 0.451 0.517 0.470 -1.275 0.775 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 0.901 0.451 -1.198 -1.011 -1.035 0.461 0.977 0.515 0.567 0.735 -1.363 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 -2.270 -1.182 0.634 0.441 0.630 0.599 0.526 -2.028 0.975 0.477 -1.155 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 -1.359 0.673 0.746 0.569 0.550 0.785 -2.250 0.828 0.503 0.734 0.471 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 0.612 0.612 0.477 -2.256 0.577 -1.068 0.529 -1.514 -1.697 -1.306 -1.257 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1170 -1.901 -1.286 0.676 0.905 -1.698 0.526 -2.149 0.818 0.663 0.492 0.595 1171 1172 1173 1174 1175 1177 1178 1179 1180 1181 1182 0.507 0.445 0.876 0.561 -1.085 -1.249 0.764 0.879 0.644 0.520 0.492 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 -1.299 0.661 0.745 -1.416 0.545 0.999 0.971 -1.342 0.586 0.654 0.622 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 0.525 0.668 0.620 -2.055 0.478 0.458 0.497 0.513 0.507 0.468 0.554 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 0.470 -1.904 0.840 -1.013 -1.354 -2.146 -2.001 0.483 -1.791 0.456 0.742 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 0.684 0.535 0.536 -1.241 0.997 0.864 0.666 0.754 -1.045 0.568 -2.128 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 -1.431 0.494 0.541 0.744 0.611 -1.916 0.736 -1.097 -1.232 0.658 -1.609 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 -2.082 0.772 0.726 0.971 0.681 0.543 0.702 -1.453 -1.816 0.795 0.883 1249 1250 1251 1252 1253 1254 1255 1256 1258 1259 1260 0.668 -1.159 -1.287 0.984 -2.051 0.592 -1.285 0.795 0.724 0.584 0.968 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 0.673 0.525 0.472 -1.009 0.884 0.588 -2.084 0.464 0.699 -1.024 0.585 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 -1.142 0.987 -1.660 0.983 0.919 -2.208 0.451 0.611 0.926 0.570 -2.091 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 0.548 0.770 0.604 0.535 0.947 0.590 0.731 0.527 0.602 -1.004 -2.139 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 0.905 -1.058 0.844 1.002 -1.965 -1.088 0.782 0.937 0.444 0.495 0.671 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 0.807 -1.257 -1.036 -2.246 0.628 0.671 -1.742 0.643 0.676 0.628 0.501 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 0.963 0.519 0.759 0.830 0.690 0.626 0.830 0.867 0.567 0.455 -1.434 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 -1.211 -1.163 -1.963 -1.786 0.703 0.941 0.842 -1.153 -1.473 0.744 0.561 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 -1.530 0.719 0.799 -1.599 -1.024 0.725 -1.436 0.563 0.480 0.438 -0.993 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 0.528 0.542 0.720 -2.023 0.797 -1.600 -2.109 0.674 -1.807 0.466 0.604 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 -1.516 -1.253 -0.994 0.446 0.532 0.599 0.477 -1.262 0.517 -1.112 0.570 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 0.498 0.576 -1.783 -1.688 -2.235 0.561 -2.052 0.471 0.946 0.916 0.527 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 0.671 0.869 0.579 0.637 0.517 0.779 -1.069 -1.450 0.816 0.610 1.005 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 0.514 -1.624 0.572 0.742 -1.336 0.824 -1.242 0.702 -1.732 -2.086 0.454 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 0.467 0.472 0.755 -1.582 0.918 -1.207 -1.114 0.515 -1.943 0.847 0.899 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 0.561 0.600 0.601 0.490 -1.173 -1.812 -1.109 0.747 0.771 -1.516 -1.405 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 0.468 0.464 0.609 -1.551 -1.046 0.721 0.442 0.860 0.748 0.491 -1.167 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 -1.585 0.711 0.818 0.557 0.606 0.449 -1.144 0.597 -1.296 0.541 0.756 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 -1.012 0.853 -1.399 0.802 0.619 0.499 0.447 0.656 -1.310 0.986 0.665 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 0.833 0.533 0.597 -1.541 -1.723 0.483 0.955 0.598 0.660 0.492 -1.218 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 -1.114 -1.332 0.568 -1.161 0.490 0.546 0.518 0.831 0.656 0.762 0.500 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 0.638 -2.027 -2.272 0.668 0.690 0.922 -1.051 -2.286 0.545 0.508 0.514 1492 1493 1494 1495 1496 1497 1498 1499 1500 0.621 -1.982 0.607 0.841 0.861 -1.233 0.644 0.855 -1.432 > all.equal( residuals( testTobit5TwoStep$probit, type = "pearson" ), + residuals( testTobit5TwoStep, part = "selection", type = "pearson" ) ) [1] TRUE > print( residuals( testTobit5TwoStep, part = "selection", type = "response" ) ) 1 2 3 4 5 6 7 8 9 10 11 0.173 0.159 0.411 0.447 -0.523 0.232 0.390 0.236 0.497 -0.566 0.242 12 13 14 16 17 18 19 20 21 23 24 -0.770 0.171 0.236 0.388 0.166 -0.536 0.375 -0.552 0.227 -0.536 0.201 25 26 27 28 29 30 31 32 33 34 35 0.367 0.432 0.327 0.332 0.436 0.216 0.255 0.210 -0.675 -0.732 -0.647 36 37 38 39 40 41 42 43 44 45 46 0.188 0.268 0.169 0.275 0.297 0.285 0.176 -0.553 0.332 0.295 -0.703 47 48 49 50 51 52 53 54 55 56 57 -0.541 0.310 -0.747 -0.664 0.499 -0.708 0.159 0.493 0.274 0.438 0.478 58 59 60 61 62 63 64 65 66 67 68 0.359 0.311 0.501 -0.499 -0.670 0.269 0.165 -0.501 0.259 0.370 0.344 69 70 71 72 73 74 75 76 78 79 80 -0.673 0.209 0.364 0.197 -0.577 -0.782 -0.774 0.491 -0.546 0.483 0.310 81 82 83 84 85 86 87 88 89 90 91 0.323 0.255 -0.546 0.440 0.411 0.182 0.210 0.314 0.483 -0.677 0.232 92 93 94 95 96 97 98 99 100 101 102 0.220 -0.601 0.219 0.298 -0.791 0.179 0.466 0.292 0.492 0.417 0.358 103 105 106 107 108 109 110 111 112 113 114 0.207 -0.599 0.231 0.179 0.242 0.190 0.251 -0.747 0.278 0.270 0.201 115 116 117 118 119 120 121 122 123 124 125 -0.650 0.214 0.490 0.265 0.183 -0.615 -0.701 0.235 0.416 -0.613 -0.620 126 127 128 129 130 131 132 133 134 135 136 0.325 0.439 0.167 0.306 -0.765 0.419 0.189 0.503 0.292 -0.666 -0.609 137 138 139 140 141 142 143 144 145 146 147 0.490 0.199 0.342 0.249 0.430 -0.600 -0.767 -0.722 -0.691 0.195 0.178 148 149 150 151 152 153 154 155 156 157 158 0.256 -0.673 0.240 0.488 -0.805 -0.690 0.467 0.197 0.246 0.333 -0.722 159 160 161 162 163 164 165 166 167 168 169 0.241 0.500 -0.683 0.326 -0.733 0.384 0.248 -0.824 0.354 -0.681 0.426 170 171 172 173 174 175 176 177 178 179 180 0.280 -0.519 0.189 0.403 0.350 0.238 -0.815 0.166 0.396 0.291 0.481 181 182 183 184 185 186 187 188 189 190 191 -0.522 0.227 -0.767 0.482 -0.546 -0.577 -0.668 0.159 0.256 0.391 0.243 192 193 194 195 196 197 198 199 200 201 202 0.184 0.282 -0.782 0.357 0.264 0.417 0.202 -0.799 0.373 0.398 0.293 203 204 205 206 207 208 209 210 211 212 213 -0.527 0.450 0.293 0.166 -0.609 0.371 0.296 0.331 -0.808 -0.709 0.298 214 215 216 217 218 219 220 221 222 223 224 0.188 0.290 -0.523 -0.599 0.292 -0.787 0.446 0.315 -0.760 0.172 0.204 225 226 227 228 230 231 232 233 234 235 236 -0.647 -0.624 0.182 -0.519 0.183 0.424 0.202 -0.734 0.282 -0.525 -0.609 237 238 239 240 241 242 243 244 245 246 247 0.187 0.439 -0.665 0.225 0.357 -0.568 -0.750 -0.632 -0.629 0.172 0.239 248 249 250 251 252 253 254 255 256 257 258 0.305 -0.748 0.362 -0.765 -0.558 0.226 -0.530 -0.562 0.163 0.174 -0.523 259 260 261 262 263 264 265 266 267 268 269 0.299 0.482 0.355 0.437 0.289 0.229 0.480 -0.666 -0.655 -0.803 -0.616 270 271 272 273 274 275 276 277 278 279 280 0.177 0.160 -0.726 0.169 0.264 0.258 0.165 -0.633 0.225 0.219 -0.610 281 282 283 284 285 286 287 288 289 290 291 0.329 0.289 0.263 0.239 -0.539 -0.641 0.160 0.335 0.176 -0.526 0.283 292 293 294 295 296 297 298 299 300 301 302 0.240 0.316 -0.544 0.427 0.488 -0.687 0.369 0.331 0.231 -0.696 -0.646 303 304 305 306 307 308 309 310 311 312 313 0.248 -0.718 -0.758 -0.555 0.164 0.369 0.261 0.461 0.272 -0.568 -0.630 314 315 316 317 318 319 320 321 322 323 324 -0.691 0.284 0.174 0.438 0.286 0.393 0.279 -0.795 0.315 0.381 0.481 325 326 327 328 329 330 331 332 333 334 335 -0.698 -0.684 0.362 0.393 0.293 0.181 -0.598 0.497 -0.796 0.484 -0.723 336 337 338 339 340 341 342 343 344 345 346 -0.837 -0.714 -0.766 0.443 -0.622 0.243 0.196 -0.645 0.394 0.161 0.450 347 348 349 350 351 352 353 354 355 356 357 0.164 0.261 0.275 0.439 0.446 0.223 0.217 -0.583 0.238 -0.613 -0.604 358 359 360 361 362 363 364 365 366 367 368 0.183 0.175 -0.673 0.373 0.347 0.436 0.420 0.204 -0.634 0.275 0.327 369 370 371 372 373 374 375 376 377 378 379 0.466 0.185 0.399 0.239 -0.596 -0.815 -0.566 -0.679 0.213 -0.631 0.318 380 381 382 383 384 385 386 387 388 389 390 0.400 0.162 0.332 -0.767 -0.751 0.182 -0.776 0.197 0.402 -0.673 -0.784 391 392 393 394 395 396 397 398 399 400 401 0.278 0.161 0.176 0.188 0.286 0.179 0.388 -0.598 -0.764 -0.561 -0.684 402 403 404 405 406 407 408 409 410 411 412 -0.837 0.238 0.274 0.225 0.487 0.186 0.222 0.320 0.184 0.344 -0.778 413 414 415 416 417 418 419 420 421 422 423 0.173 -0.778 -0.742 0.178 -0.604 0.168 -0.669 0.399 -0.639 0.183 0.387 424 425 426 427 428 429 430 431 432 433 434 0.418 0.483 0.174 0.200 0.271 0.484 0.396 0.224 0.179 -0.513 0.267 435 436 437 438 439 440 441 442 443 444 445 -0.506 0.159 -0.567 0.257 0.255 0.206 0.190 -0.529 0.203 -0.660 -0.523 446 447 448 449 450 451 452 453 454 455 456 -0.538 0.233 0.277 0.298 -0.516 -0.730 0.230 -0.543 -0.641 -0.550 -0.614 457 458 459 460 461 462 463 464 465 466 467 0.182 0.458 0.287 0.501 -0.784 0.210 -0.693 -0.682 0.345 0.295 0.501 468 469 470 471 472 473 474 475 476 477 478 0.434 0.185 -0.697 0.165 0.210 0.171 0.390 0.269 0.213 0.174 0.300 479 480 481 482 483 484 485 486 487 488 489 0.203 0.212 -0.744 0.159 0.199 0.189 0.316 0.466 0.493 0.500 0.205 490 491 492 493 494 495 496 497 498 499 500 0.487 -0.795 -0.533 0.194 -0.505 0.484 0.171 -0.587 0.266 0.332 0.275 501 502 503 504 505 506 507 508 509 510 511 0.166 0.160 0.395 -0.610 -0.576 0.425 0.160 0.169 -0.692 0.409 0.304 512 513 514 515 516 517 518 519 520 521 522 0.283 0.416 0.415 -0.795 0.360 0.177 0.376 0.456 -0.580 0.289 0.345 523 524 525 526 527 528 529 530 531 532 533 0.215 -0.680 0.191 0.433 0.383 0.348 0.502 0.184 -0.663 0.496 0.264 534 535 536 537 538 539 540 541 542 543 544 0.403 0.215 0.458 0.476 -0.576 0.387 -0.650 0.364 -0.497 0.383 0.299 545 546 547 548 549 550 551 552 553 554 555 0.194 0.400 -0.534 0.470 0.401 0.469 -0.543 -0.571 -0.524 0.370 0.195 556 557 558 559 560 561 562 563 564 565 566 -0.783 0.393 0.235 -0.736 0.441 0.443 0.440 -0.815 -0.612 0.497 -0.516 567 568 569 570 571 572 574 575 576 577 579 0.277 -0.593 -0.617 -0.786 0.227 0.279 -0.734 0.193 0.276 0.425 0.451 580 581 582 583 584 585 586 587 588 589 590 -0.569 0.215 0.409 0.195 0.339 -0.742 0.282 -0.624 0.335 0.340 0.302 591 592 593 594 595 596 598 600 601 602 603 -0.665 0.431 -0.524 -0.833 -0.705 0.227 -0.751 0.391 0.453 0.244 0.189 604 605 606 607 608 609 610 611 612 613 614 0.166 0.378 0.486 0.171 0.346 0.357 0.375 -0.711 0.467 0.219 0.342 615 616 617 618 619 620 621 622 623 624 625 0.205 0.359 0.188 0.406 -0.723 -0.641 0.228 -0.501 0.177 0.192 -0.738 626 627 628 629 630 631 632 633 634 635 636 -0.614 0.174 0.254 0.269 0.288 -0.567 -0.697 0.239 0.177 0.477 -0.591 638 639 640 641 642 643 644 645 646 647 648 -0.628 -0.542 0.173 0.357 0.241 -0.773 -0.655 0.413 0.395 0.475 0.181 649 650 651 652 653 654 655 656 657 658 659 -0.676 0.275 -0.606 -0.835 0.191 0.227 -0.551 0.257 0.472 -0.602 -0.586 660 661 662 663 664 665 666 667 668 669 670 -0.690 -0.823 -0.788 0.210 0.254 0.412 0.390 0.479 0.171 0.259 -0.731 671 672 673 674 675 676 677 678 679 680 681 -0.525 0.312 -0.669 0.498 0.405 -0.565 -0.633 -0.674 0.257 -0.830 0.234 682 683 684 685 686 687 688 689 690 691 692 -0.595 0.271 0.452 -0.517 -0.714 0.230 0.227 -0.636 0.453 0.193 0.476 693 694 695 696 697 698 699 700 701 702 703 0.258 0.406 0.373 -0.605 0.163 0.180 0.251 -0.626 -0.556 0.282 0.318 704 705 706 707 708 709 710 711 712 713 714 -0.832 0.441 0.503 -0.531 0.408 0.278 0.333 -0.724 0.223 -0.785 -0.680 715 716 717 718 719 720 721 722 723 724 725 0.175 0.260 -0.747 0.396 0.309 -0.738 -0.702 0.210 0.210 0.311 0.437 726 727 728 729 730 731 732 733 734 735 736 0.293 0.430 0.198 0.442 0.243 0.206 0.351 0.226 0.212 -0.517 0.187 737 738 739 740 741 742 743 744 745 746 747 -0.778 -0.631 0.454 -0.566 0.287 0.367 0.196 0.422 -0.583 0.278 0.238 748 749 750 751 752 753 754 755 756 757 758 0.369 0.356 -0.593 0.187 -0.541 0.229 0.486 0.236 0.194 -0.512 -0.764 759 760 761 762 763 764 765 766 767 768 769 0.374 0.234 0.491 0.357 0.341 -0.545 0.344 0.337 0.363 0.203 0.359 770 771 772 773 774 775 776 777 778 779 780 0.387 0.356 0.236 -0.537 0.245 -0.590 0.218 0.391 0.240 -0.731 0.294 781 782 783 784 785 786 787 788 789 790 791 0.177 0.299 0.396 0.182 -0.504 0.218 -0.640 0.382 -0.561 0.433 0.244 792 793 794 795 796 797 798 799 800 801 802 0.268 -0.679 0.192 0.245 0.307 -0.820 0.208 0.345 0.214 0.497 0.293 803 804 805 806 807 808 809 810 811 812 813 0.402 0.403 -0.733 0.467 0.324 0.180 -0.685 -0.649 -0.565 0.250 0.387 814 815 816 817 818 819 820 821 822 823 824 0.473 0.236 0.450 0.160 0.464 0.201 -0.707 0.162 0.241 -0.608 -0.597 825 826 827 828 829 831 832 834 835 836 837 -0.567 0.503 0.327 0.160 0.207 0.184 0.203 -0.680 0.395 0.371 -0.519 838 839 840 841 842 843 844 845 846 847 848 -0.578 0.192 0.173 0.168 -0.546 0.189 0.287 0.299 -0.725 -0.519 0.443 849 850 851 852 853 854 855 856 857 858 859 0.376 0.269 0.472 0.169 0.176 0.170 -0.539 -0.710 0.229 -0.632 -0.642 860 861 862 863 864 865 866 867 868 869 870 0.255 0.473 -0.572 0.343 0.419 0.163 -0.674 0.169 0.493 0.488 -0.696 871 872 873 874 875 876 877 878 879 880 881 -0.537 0.223 0.439 0.436 0.195 0.480 -0.627 0.206 -0.671 0.168 0.221 882 883 884 885 886 887 888 889 890 891 892 -0.597 0.416 0.164 0.259 0.260 -0.738 0.465 0.324 0.167 0.178 -0.577 893 894 895 896 897 898 899 900 901 902 903 0.382 -0.531 0.314 0.350 -0.568 -0.587 0.369 0.453 0.478 -0.607 0.275 904 905 906 907 908 909 910 911 912 913 914 -0.605 0.173 0.212 -0.532 0.349 -0.566 0.326 0.316 -0.554 -0.510 -0.577 915 916 917 918 919 920 921 922 923 924 925 0.398 0.229 -0.636 0.190 -0.551 0.285 0.342 -0.586 0.213 -0.653 0.278 926 927 928 929 930 931 932 933 934 935 936 0.182 0.352 0.357 0.356 0.431 -0.513 0.400 0.383 -0.568 0.289 -0.643 937 938 939 940 941 942 943 944 945 946 947 0.261 0.177 -0.600 -0.592 0.198 0.243 0.188 -0.580 0.300 0.413 -0.537 948 949 950 951 952 953 954 955 956 957 958 -0.537 0.444 0.457 0.266 0.304 -0.748 0.194 0.263 0.285 0.185 0.394 959 960 961 962 963 964 965 966 967 968 969 0.313 0.171 0.447 -0.566 -0.813 -0.693 0.428 0.288 0.293 0.186 0.241 970 971 972 973 974 975 976 977 978 979 980 0.288 0.329 0.461 0.256 0.436 0.315 0.437 -0.548 0.341 0.402 0.244 981 982 983 984 985 986 987 988 989 990 991 -0.596 0.169 0.223 0.200 -0.810 0.500 0.489 0.390 -0.528 0.166 0.287 992 993 994 995 996 997 998 999 1000 1001 1002 0.162 0.201 0.189 0.406 -0.768 0.310 -0.691 0.286 0.258 0.478 -0.750 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 0.231 0.459 0.485 -0.549 0.189 0.200 0.193 -0.509 0.461 0.293 0.460 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 0.235 0.235 0.215 0.269 0.309 -0.674 -0.510 0.420 -0.632 0.294 0.221 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 0.336 0.247 0.302 0.213 0.183 0.334 -0.628 0.179 0.420 0.208 0.384 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 0.285 0.351 0.392 0.400 0.168 0.264 0.471 0.177 0.186 0.181 0.237 1047 1048 1049 1050 1051 1052 1053 1055 1056 1057 1058 0.248 -0.709 0.346 0.194 -0.526 -0.609 -0.561 -0.543 0.437 0.319 0.502 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 0.164 -0.542 -0.529 0.376 0.456 0.162 0.345 0.407 0.363 0.442 0.389 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1081 0.401 -0.559 -0.508 0.209 0.282 0.283 0.242 0.478 -0.691 -0.647 0.294 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 0.261 0.215 0.198 -0.525 0.195 0.169 0.177 -0.518 -0.595 -0.686 0.464 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 -0.574 -0.582 -0.579 0.492 0.410 -0.539 0.393 0.244 -0.602 -0.745 0.419 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 -0.498 0.463 0.389 -0.670 0.245 -0.504 0.169 0.211 0.181 -0.619 0.375 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 0.448 0.169 -0.589 -0.506 -0.517 0.175 0.488 0.210 0.243 0.351 -0.650 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 -0.837 -0.583 0.286 0.163 0.284 0.264 0.217 -0.804 0.487 0.185 -0.572 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 -0.649 0.312 0.358 0.244 0.232 0.381 -0.835 0.407 0.202 0.350 0.181 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 0.273 0.273 0.185 -0.836 0.250 -0.533 0.218 -0.696 -0.742 -0.631 -0.612 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1170 -0.783 -0.623 0.314 0.450 -0.743 0.217 -0.822 0.401 0.305 0.195 0.261 1171 1172 1173 1174 1175 1177 1178 1179 1180 1181 1182 0.205 0.165 0.434 0.239 -0.541 -0.609 0.369 0.436 0.293 0.213 0.195 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 -0.628 0.304 0.357 -0.667 0.229 0.500 0.485 -0.643 0.256 0.299 0.279 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 0.216 0.308 0.277 -0.809 0.186 0.173 0.198 0.209 0.205 0.180 0.235 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 0.181 -0.784 0.414 -0.506 -0.647 -0.822 -0.800 0.189 -0.762 0.172 0.355 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 0.319 0.222 0.223 -0.606 0.498 0.427 0.307 0.363 -0.522 0.244 -0.819 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 -0.672 0.196 0.226 0.356 0.272 -0.786 0.351 -0.546 -0.603 0.302 -0.721 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 -0.813 0.373 0.345 0.485 0.317 0.227 0.330 -0.679 -0.767 0.387 0.438 1249 1250 1251 1252 1253 1254 1255 1256 1258 1259 1260 0.309 -0.573 -0.624 0.492 -0.808 0.259 -0.623 0.387 0.344 0.254 0.484 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 0.312 0.216 0.182 -0.504 0.439 0.257 -0.813 0.177 0.328 -0.512 0.255 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 -0.566 0.493 -0.734 0.491 0.458 -0.830 0.169 0.272 0.462 0.245 -0.814 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 0.231 0.372 0.268 0.222 0.473 0.258 0.348 0.218 0.266 -0.502 -0.821 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 0.450 -0.528 0.416 0.501 -0.794 -0.542 0.380 0.467 0.165 0.197 0.310 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 0.394 -0.612 -0.518 -0.835 0.283 0.311 -0.752 0.292 0.314 0.283 0.200 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 0.481 0.212 0.365 0.408 0.322 0.282 0.408 0.429 0.243 0.172 -0.673 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 -0.594 -0.575 -0.794 -0.761 0.331 0.470 0.415 -0.571 -0.685 0.356 0.240 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 -0.701 0.341 0.390 -0.719 -0.512 0.345 -0.673 0.241 0.187 0.161 -0.496 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 0.218 0.227 0.341 -0.804 0.388 -0.719 -0.816 0.313 -0.765 0.179 0.267 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 -0.697 -0.611 -0.497 0.166 0.221 0.264 0.185 -0.614 0.211 -0.553 0.245 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 0.199 0.249 -0.761 -0.740 -0.833 0.239 -0.808 0.181 0.472 0.457 0.218 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 0.311 0.431 0.251 0.289 0.211 0.378 -0.533 -0.678 0.400 0.271 0.502 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 0.209 -0.725 0.247 0.355 -0.641 0.405 -0.607 0.330 -0.750 -0.813 0.171 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 0.179 0.182 0.363 -0.715 0.457 -0.593 -0.554 0.209 -0.791 0.418 0.447 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 0.239 0.265 0.265 0.194 -0.579 -0.766 -0.552 0.358 0.373 -0.697 -0.664 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 0.180 0.177 0.270 -0.706 -0.523 0.342 0.164 0.425 0.359 0.194 -0.577 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 -0.715 0.336 0.401 0.237 0.269 0.168 -0.567 0.263 -0.627 0.227 0.364 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 -0.506 0.421 -0.662 0.392 0.277 0.199 0.167 0.301 -0.632 0.493 0.307 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 0.410 0.221 0.263 -0.704 -0.748 0.189 0.477 0.263 0.303 0.195 -0.597 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 -0.554 -0.639 0.244 -0.574 0.193 0.230 0.211 0.408 0.301 0.367 0.200 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 0.289 -0.804 -0.838 0.309 0.323 0.459 -0.525 -0.839 0.229 0.205 0.209 1492 1493 1494 1495 1496 1497 1498 1499 1500 0.278 -0.797 0.269 0.414 0.425 -0.603 0.293 0.422 -0.672 > all.equal( residuals( testTobit5TwoStep$probit, type = "response" ), + residuals( testTobit5TwoStep, part = "selection", type = "response" ) ) [1] TRUE > t5Samp <- rownames( t5Dat ) %in% names( residuals( testTobit5TwoStep ) ) > all.equal( residuals( testTobit5TwoStep, part = "selection", type = "response" ), + t5Dat$ys[ t5Samp ] - fitted( testTobit5TwoStep, part = "selection" ) ) [1] TRUE > round( predict( testTobit5TwoStep, newdata = t5Dat, type = "link" ), 3 ) 1 2 3 4 5 6 7 8 9 10 11 0.942 0.999 0.226 0.134 0.057 0.732 0.279 0.718 0.008 0.165 0.701 12 13 14 15 16 17 18 19 20 21 22 0.739 0.949 0.721 NA 0.285 0.971 0.089 0.318 0.131 0.747 0.464 23 24 25 26 27 28 29 30 31 32 33 0.091 0.839 0.340 0.170 0.448 0.434 0.161 0.785 0.660 0.805 0.453 34 35 36 37 38 39 40 41 42 43 44 0.618 0.377 0.887 0.619 0.957 0.598 0.534 0.567 0.932 0.133 0.434 45 46 47 48 49 50 51 52 53 54 55 0.538 0.534 0.104 0.496 0.665 0.424 0.004 0.547 0.999 0.018 0.602 56 57 58 59 60 61 62 63 64 65 66 0.157 0.055 0.362 0.494 -0.003 -0.003 0.441 0.615 0.974 0.002 0.647 67 68 69 70 71 72 73 74 75 76 77 0.331 0.402 0.447 0.809 0.346 0.852 0.193 0.778 0.751 0.022 0.794 78 79 80 81 82 83 84 85 86 87 88 0.115 0.043 0.496 0.459 0.659 0.116 0.151 0.224 0.908 0.807 0.483 89 90 91 92 93 94 95 96 97 98 99 0.042 0.458 0.734 0.772 0.256 0.776 0.529 0.811 0.918 0.085 0.547 100 101 102 103 104 105 106 107 108 109 110 0.019 0.210 0.363 0.817 NA 0.251 0.734 0.920 0.699 0.878 0.670 111 112 113 114 115 116 117 118 119 120 121 0.666 0.588 0.612 0.838 0.386 0.792 0.025 0.627 0.903 0.292 0.527 122 123 124 125 126 127 128 129 130 131 132 0.722 0.213 0.286 0.305 0.453 0.154 0.968 0.508 0.723 0.203 0.881 133 134 135 136 137 138 139 140 141 142 143 -0.007 0.549 0.428 0.276 0.025 0.846 0.406 0.677 0.176 0.253 0.728 144 145 146 147 148 149 150 151 152 153 154 0.588 0.498 0.858 0.924 0.656 0.449 0.708 0.030 0.859 0.496 0.082 155 156 157 158 159 160 161 162 163 164 165 0.851 0.687 0.432 0.589 0.703 0.000 0.476 0.451 0.621 0.294 0.681 166 167 168 169 170 171 172 173 174 175 176 0.930 0.375 0.471 0.187 0.583 0.048 0.882 0.246 0.384 0.711 0.895 177 178 179 180 181 182 183 184 185 186 187 0.972 0.265 0.550 0.048 0.054 0.749 0.731 0.046 0.115 0.194 0.434 188 189 190 191 192 193 194 195 196 197 198 0.998 0.654 0.277 0.698 0.900 0.576 0.779 0.367 0.630 0.210 0.833 199 200 201 202 203 204 205 206 207 208 209 0.837 0.323 0.259 0.544 0.068 0.125 0.546 0.969 0.276 0.329 0.536 210 211 212 213 214 215 216 217 218 219 220 0.437 0.870 0.550 0.529 0.884 0.554 0.057 0.252 0.548 0.796 0.137 221 222 223 224 225 226 227 228 229 230 231 0.482 0.706 0.945 0.827 0.378 0.317 0.908 0.047 0.106 0.905 0.191 232 233 234 235 236 237 238 239 240 241 242 0.836 0.626 0.576 0.063 0.277 0.890 0.154 0.427 0.755 0.366 0.172 243 244 245 246 247 248 249 250 251 252 253 0.675 0.338 0.329 0.947 0.711 0.509 0.668 0.354 0.723 0.146 0.752 254 255 256 257 258 259 260 261 262 263 264 0.076 0.157 0.982 0.937 0.057 0.528 0.046 0.373 0.159 0.555 0.743 265 266 267 268 269 270 271 272 273 274 275 0.050 0.428 0.398 0.851 0.294 0.927 0.996 0.600 0.959 0.632 0.651 276 277 278 279 280 281 282 283 284 285 286 0.974 0.340 0.754 0.776 0.280 0.442 0.558 0.633 0.710 0.098 0.362 287 288 289 290 291 292 293 294 295 296 297 0.995 0.427 0.930 0.064 0.575 0.705 0.480 0.111 0.184 0.030 0.488 298 299 300 301 302 303 304 305 306 307 308 0.333 0.438 0.734 0.514 0.375 0.682 0.576 0.699 0.139 0.978 0.335 309 310 311 312 313 314 315 316 317 318 319 0.640 0.099 0.607 0.170 0.333 0.499 0.571 0.940 0.156 0.566 0.271 320 321 322 323 324 325 326 327 328 329 330 0.585 0.823 0.482 0.302 0.048 0.519 0.478 0.352 0.272 0.544 0.913 331 332 333 334 335 336 337 338 339 340 341 0.249 0.008 0.827 0.040 0.592 0.983 0.566 0.726 0.144 0.312 0.698 342 343 344 345 346 347 348 349 350 351 352 0.855 0.373 0.269 0.990 0.126 0.980 0.640 0.598 0.154 0.136 0.762 353 354 355 356 357 358 359 360 361 362 363 0.781 0.210 0.713 0.287 0.264 0.904 0.936 0.448 0.323 0.394 0.161 364 365 366 367 368 369 370 371 372 373 374 0.201 0.828 0.341 0.596 0.448 0.084 0.897 0.256 0.710 0.242 0.897 375 376 377 378 379 380 381 382 383 384 385 0.166 0.464 0.795 0.336 0.474 0.254 0.988 0.434 0.729 0.679 0.909 386 387 388 389 390 391 392 393 394 395 396 0.760 0.854 0.248 0.449 0.784 0.589 0.990 0.929 0.886 0.566 0.921 397 398 399 400 401 402 403 404 405 406 407 0.284 0.249 0.720 0.155 0.478 0.982 0.713 0.600 0.756 0.033 0.893 408 409 410 411 412 413 414 415 416 417 418 0.766 0.468 0.898 0.402 0.766 0.943 0.764 0.649 0.925 0.263 0.962 419 420 421 422 423 424 425 426 427 428 429 0.437 0.256 0.357 0.904 0.288 0.207 0.043 0.937 0.841 0.610 0.039 430 431 432 433 434 435 436 437 438 439 440 0.263 0.760 0.919 0.033 0.621 0.016 0.999 0.170 0.653 0.659 0.820 441 442 443 444 445 446 447 448 449 450 451 0.877 0.073 0.831 0.412 0.057 0.096 0.730 0.591 0.531 0.039 0.613 452 453 454 455 456 457 458 459 460 461 462 0.738 0.109 0.361 0.127 0.291 0.909 0.104 0.561 -0.001 0.787 0.807 463 464 465 466 467 468 469 470 471 472 473 0.505 0.474 0.398 0.540 -0.002 0.166 0.898 0.516 0.975 0.805 0.951 474 475 476 477 478 479 480 481 482 483 484 0.279 0.617 0.795 0.937 0.523 0.832 0.800 0.656 0.998 0.846 0.881 485 486 487 488 489 490 491 492 493 494 495 0.479 0.086 0.019 -0.001 0.823 0.033 0.823 0.083 0.865 0.013 0.041 496 497 498 499 500 501 502 503 504 505 506 0.951 0.221 0.624 0.435 0.597 0.970 0.996 0.267 0.281 0.192 0.189 507 508 509 510 511 512 513 514 515 516 517 0.993 0.957 0.502 0.229 0.514 0.575 0.211 0.215 0.825 0.358 0.925 518 519 520 521 522 523 524 525 526 527 528 0.315 0.111 0.203 0.556 0.398 0.789 0.467 0.874 0.168 0.299 0.390 529 530 531 532 533 534 535 536 537 538 539 -0.005 0.899 0.419 0.011 0.630 0.247 0.790 0.106 0.060 0.193 0.287 540 541 542 543 544 545 546 547 548 549 550 0.386 0.348 -0.007 0.298 0.528 0.864 0.252 0.085 0.075 0.251 0.078 551 552 553 554 555 556 557 558 559 560 561 0.109 0.178 0.060 0.333 0.861 0.781 0.271 0.722 0.631 0.148 0.145 562 563 564 565 566 567 568 569 570 571 572 0.151 0.896 0.283 0.009 0.040 0.590 0.234 0.298 0.794 0.750 0.586 573 574 575 576 577 578 579 580 581 582 583 0.128 0.625 0.865 0.595 0.190 NA 0.123 0.173 0.788 0.229 0.861 584 585 586 587 588 589 590 591 592 593 594 0.414 0.650 0.577 0.317 0.427 0.413 0.519 0.427 0.175 0.061 0.967 595 596 597 598 599 600 601 602 603 604 605 0.539 0.748 0.551 0.679 0.243 0.278 0.118 0.692 0.881 0.971 0.311 606 607 608 609 610 611 612 613 614 615 616 0.036 0.951 0.395 0.366 0.318 0.558 0.082 0.774 0.408 0.824 0.360 617 618 619 620 621 622 623 624 625 626 627 0.884 0.238 0.592 0.360 0.745 0.001 0.926 0.870 0.636 0.289 0.937 628 629 630 631 632 633 634 635 636 637 638 0.661 0.616 0.558 0.168 0.517 0.710 0.927 0.058 0.229 NA 0.326 639 640 641 642 643 644 645 646 647 648 649 0.105 0.941 0.367 0.705 0.750 0.399 0.220 0.267 0.064 0.911 0.455 650 651 652 653 654 655 656 657 658 659 660 0.598 0.269 0.975 0.874 0.750 0.128 0.653 0.071 0.258 0.216 0.495 661 662 663 664 665 666 667 668 669 670 671 0.925 0.800 0.806 0.662 0.223 0.280 0.052 0.951 0.648 0.615 0.064 672 673 674 675 676 677 678 679 680 681 682 0.490 0.436 0.004 0.242 0.163 0.340 0.452 0.653 0.955 0.726 0.240 683 684 685 686 687 688 689 690 691 692 693 0.611 0.120 0.043 0.564 0.739 0.750 0.347 0.117 0.867 0.060 0.648 694 695 696 697 698 699 700 701 702 703 704 0.238 0.324 0.268 0.982 0.914 0.672 0.320 0.140 0.576 0.473 0.962 705 706 707 708 709 710 711 712 713 714 715 0.149 -0.008 0.077 0.232 0.588 0.431 0.594 0.761 0.789 0.467 0.936 716 717 718 719 720 721 722 723 724 725 726 0.644 0.664 0.264 0.499 0.636 0.531 0.807 0.806 0.493 0.158 0.544 727 728 729 730 731 732 733 734 735 736 737 0.177 0.848 0.146 0.696 0.821 0.382 0.753 0.799 0.043 0.889 0.764 738 739 740 741 742 743 744 745 746 747 748 0.336 0.114 0.166 0.563 0.340 0.854 0.196 0.209 0.588 0.712 0.334 749 750 751 752 753 754 755 756 757 758 759 0.370 0.236 0.888 0.104 0.741 0.035 0.719 0.864 0.030 0.720 0.321 760 761 762 763 764 765 766 767 768 769 770 0.725 0.022 0.367 0.411 0.113 0.402 0.419 0.352 0.830 0.360 0.287 771 772 773 774 775 776 777 778 779 780 781 0.369 0.718 0.092 0.690 0.228 0.779 0.275 0.705 0.617 0.541 0.926 782 783 784 785 786 787 788 789 790 791 792 0.528 0.264 0.907 0.010 0.779 0.359 0.301 0.153 0.169 0.692 0.619 793 794 795 796 797 798 799 800 801 802 803 0.465 0.870 0.692 0.503 0.914 0.812 0.399 0.794 0.007 0.545 0.247 804 805 806 807 808 809 810 811 812 813 814 0.246 0.622 0.082 0.456 0.914 0.481 0.383 0.164 0.676 0.286 0.067 815 816 817 818 819 820 821 822 823 824 825 0.718 0.124 0.993 0.089 0.838 0.546 0.985 0.702 0.275 0.246 0.170 826 827 828 829 830 831 832 833 834 835 836 -0.007 0.450 0.994 0.817 0.057 0.900 0.830 0.014 0.468 0.266 0.331 837 838 839 840 841 842 843 844 845 846 847 0.048 0.198 0.870 0.942 0.962 0.115 0.882 0.562 0.529 0.596 0.048 848 849 850 851 852 853 854 855 856 857 858 0.144 0.316 0.615 0.071 0.959 0.930 0.952 0.098 0.555 0.742 0.336 859 860 861 862 863 864 865 866 867 868 869 0.365 0.659 0.069 0.181 0.403 0.205 0.982 0.451 0.957 0.017 0.031 870 871 872 873 874 875 876 877 878 879 880 0.512 0.094 0.762 0.154 0.161 0.858 0.051 0.323 0.822 0.442 0.961 881 882 883 884 885 886 887 888 889 890 891 0.769 0.244 0.212 0.977 0.645 0.644 0.636 0.088 0.455 0.966 0.923 892 893 894 895 896 897 898 899 900 901 902 0.193 0.299 0.079 0.485 0.385 0.170 0.219 0.336 0.118 0.056 0.271 903 904 905 906 907 908 909 910 911 912 913 0.598 0.266 0.943 0.799 0.081 0.387 0.167 0.452 0.478 0.135 0.025 914 915 916 917 918 919 920 921 922 923 924 0.194 0.257 0.744 0.348 0.878 0.127 0.567 0.407 0.218 0.797 0.393 925 926 927 928 929 930 931 932 933 934 935 0.589 0.908 0.379 0.366 0.369 0.174 0.032 0.254 0.299 0.171 0.555 936 937 938 939 940 941 942 943 944 945 946 0.366 0.641 0.925 0.252 0.232 0.849 0.697 0.885 0.202 0.525 0.221 947 948 949 950 951 952 953 954 955 956 957 0.093 0.093 0.142 0.108 0.624 0.512 0.669 0.862 0.634 0.567 0.896 958 959 960 961 962 963 964 965 966 967 968 0.268 0.486 0.948 0.134 0.166 0.888 0.504 0.183 0.559 0.544 0.895 969 970 971 972 973 974 975 976 977 978 979 0.703 0.558 0.443 0.097 0.656 0.160 0.482 0.160 0.121 0.411 0.249 980 981 982 983 984 985 986 987 988 989 990 0.692 0.242 0.960 0.764 0.842 0.876 0.000 0.026 0.279 0.071 0.971 991 992 993 994 995 996 997 998 999 1000 1001 0.561 0.987 0.837 0.881 0.237 0.731 0.495 0.499 0.565 0.651 0.055 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 0.675 0.734 0.103 0.037 0.122 0.882 0.840 0.869 0.024 0.099 0.546 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 0.101 0.721 0.724 0.789 0.615 0.499 0.452 0.025 0.202 0.337 0.542 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 0.769 0.424 0.685 0.518 0.796 0.904 0.428 0.326 0.918 0.202 0.813 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 0.294 0.569 0.381 0.273 0.253 0.961 0.632 0.073 0.927 0.892 0.913 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 0.717 0.681 0.552 0.397 0.864 0.065 0.277 0.155 0.763 0.108 0.159 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 0.472 -0.004 0.976 0.105 0.072 0.317 0.110 0.988 0.399 0.235 0.349 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 0.145 0.281 0.250 0.150 0.020 0.811 0.576 0.574 0.700 0.054 0.499 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 0.379 0.422 0.541 0.641 0.791 0.847 0.063 0.861 0.958 0.928 0.045 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 0.239 0.483 0.091 0.187 0.206 0.200 0.019 0.227 0.098 0.271 0.694 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 0.259 0.658 0.205 -0.005 0.094 0.281 0.439 0.691 0.011 0.957 0.804 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 0.913 0.303 0.318 0.130 0.959 0.225 0.014 0.043 0.934 0.029 0.807 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 0.695 0.383 0.385 0.984 0.209 0.564 0.982 0.571 0.630 0.782 0.857 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 0.032 0.896 0.181 0.382 0.490 0.365 0.692 0.732 0.302 0.974 0.236 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 0.835 0.385 0.910 0.605 0.605 0.895 0.977 0.675 0.082 0.777 0.514 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 0.650 0.333 0.286 0.783 0.314 0.485 0.126 0.651 0.783 0.923 0.252 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 0.509 0.859 NA 0.639 0.825 0.974 0.165 0.709 0.102 0.412 0.278 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 0.335 0.161 0.544 0.797 0.859 0.326 0.512 0.366 0.432 0.741 0.001 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 0.037 0.366 0.656 0.526 0.586 0.785 0.501 0.591 0.873 0.892 0.941 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 0.849 0.811 0.825 0.917 0.722 0.911 0.785 0.217 0.016 0.377 0.921 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 0.842 0.880 0.714 0.947 0.372 0.471 0.764 0.762 0.269 0.004 0.184 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 0.504 0.351 0.055 0.693 0.912 0.445 0.855 0.751 0.369 0.607 0.792 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 0.381 0.116 0.261 0.518 0.587 0.887 0.323 0.399 0.038 0.476 0.747 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 0.439 0.464 0.730 0.287 0.155 0.500 0.184 0.315 0.020 0.870 0.645 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 0.313 0.287 0.667 0.403 0.662 0.040 0.491 0.785 0.907 0.011 0.155 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 0.653 0.888 0.927 0.444 0.030 0.659 0.166 0.017 0.624 0.022 0.106 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 0.953 0.957 0.607 0.096 0.690 0.892 0.736 0.326 0.620 0.765 0.069 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 0.649 0.390 0.781 0.624 0.005 0.918 0.125 0.071 0.212 -0.003 0.822 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 0.105 0.307 0.082 0.974 0.853 0.495 0.268 0.285 0.044 0.972 0.574 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 0.494 0.681 0.546 0.485 0.574 0.840 0.047 0.799 0.344 0.233 0.461 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 0.578 0.233 0.179 0.695 0.948 0.447 0.239 0.189 0.820 0.710 0.437 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 0.076 0.214 0.179 0.481 0.369 0.708 0.526 0.410 0.280 0.579 0.029 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 0.399 0.449 0.704 0.888 0.991 -0.009 0.779 0.748 0.408 0.855 0.284 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 0.580 0.902 0.488 0.724 0.921 0.622 0.516 0.282 -0.008 0.970 0.770 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 0.631 0.895 0.290 0.802 0.133 0.691 0.845 0.676 0.708 0.644 0.967 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 0.709 0.871 0.910 0.070 0.109 0.781 0.494 0.175 0.671 0.557 0.804 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 0.311 0.083 0.461 0.253 0.609 -0.006 0.809 0.598 0.684 0.371 0.361 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 0.242 0.271 0.439 0.675 0.889 0.952 0.918 0.906 0.350 0.567 0.107 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 0.235 0.135 0.809 0.809 0.207 0.134 0.708 0.629 0.627 0.865 0.199 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 0.727 0.130 0.363 0.324 0.515 0.422 0.916 0.926 0.612 0.542 0.057 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 0.407 0.980 0.189 0.362 0.863 0.193 0.569 0.424 0.252 0.716 0.616 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 0.963 0.169 0.635 0.324 0.750 0.349 0.015 0.199 0.418 0.275 0.591 1453 1454 1455 1456 1457 1458 1459 1460 1461 1462 1463 0.845 0.967 0.523 0.337 0.017 0.505 0.229 0.768 0.634 0.535 0.668 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474 0.881 0.058 0.633 0.515 0.861 0.246 0.135 0.357 0.694 0.187 0.866 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 0.740 0.802 0.232 0.522 0.339 0.841 0.555 0.857 0.985 0.500 0.461 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 0.102 0.062 0.992 0.742 0.823 0.810 0.588 0.831 0.616 0.217 0.188 1497 1498 1499 1500 0.262 0.544 0.196 0.446 > round( predict( testTobit5TwoStep, type = "link" ), 3 ) 1 2 3 4 5 6 7 8 9 10 11 0.942 0.999 0.226 0.134 0.057 0.732 0.279 0.718 0.008 0.165 0.701 12 13 14 16 17 18 19 20 21 23 24 0.739 0.949 0.721 0.285 0.971 0.089 0.318 0.131 0.747 0.091 0.839 25 26 27 28 29 30 31 32 33 34 35 0.340 0.170 0.448 0.434 0.161 0.785 0.660 0.805 0.453 0.618 0.377 36 37 38 39 40 41 42 43 44 45 46 0.887 0.619 0.957 0.598 0.534 0.567 0.932 0.133 0.434 0.538 0.534 47 48 49 50 51 52 53 54 55 56 57 0.104 0.496 0.665 0.424 0.004 0.547 0.999 0.018 0.602 0.157 0.055 58 59 60 61 62 63 64 65 66 67 68 0.362 0.494 -0.003 -0.003 0.441 0.615 0.974 0.002 0.647 0.331 0.402 69 70 71 72 73 74 75 76 78 79 80 0.447 0.809 0.346 0.852 0.193 0.778 0.751 0.022 0.115 0.043 0.496 81 82 83 84 85 86 87 88 89 90 91 0.459 0.659 0.116 0.151 0.224 0.908 0.807 0.483 0.042 0.458 0.734 92 93 94 95 96 97 98 99 100 101 102 0.772 0.256 0.776 0.529 0.811 0.918 0.085 0.547 0.019 0.210 0.363 103 105 106 107 108 109 110 111 112 113 114 0.817 0.251 0.734 0.920 0.699 0.878 0.670 0.666 0.588 0.612 0.838 115 116 117 118 119 120 121 122 123 124 125 0.386 0.792 0.025 0.627 0.903 0.292 0.527 0.722 0.213 0.286 0.305 126 127 128 129 130 131 132 133 134 135 136 0.453 0.154 0.968 0.508 0.723 0.203 0.881 -0.007 0.549 0.428 0.276 137 138 139 140 141 142 143 144 145 146 147 0.025 0.846 0.406 0.677 0.176 0.253 0.728 0.588 0.498 0.858 0.924 148 149 150 151 152 153 154 155 156 157 158 0.656 0.449 0.708 0.030 0.859 0.496 0.082 0.851 0.687 0.432 0.589 159 160 161 162 163 164 165 166 167 168 169 0.703 0.000 0.476 0.451 0.621 0.294 0.681 0.930 0.375 0.471 0.187 170 171 172 173 174 175 176 177 178 179 180 0.583 0.048 0.882 0.246 0.384 0.711 0.895 0.972 0.265 0.550 0.048 181 182 183 184 185 186 187 188 189 190 191 0.054 0.749 0.731 0.046 0.115 0.194 0.434 0.998 0.654 0.277 0.698 192 193 194 195 196 197 198 199 200 201 202 0.900 0.576 0.779 0.367 0.630 0.210 0.833 0.837 0.323 0.259 0.544 203 204 205 206 207 208 209 210 211 212 213 0.068 0.125 0.546 0.969 0.276 0.329 0.536 0.437 0.870 0.550 0.529 214 215 216 217 218 219 220 221 222 223 224 0.884 0.554 0.057 0.252 0.548 0.796 0.137 0.482 0.706 0.945 0.827 225 226 227 228 230 231 232 233 234 235 236 0.378 0.317 0.908 0.047 0.905 0.191 0.836 0.626 0.576 0.063 0.277 237 238 239 240 241 242 243 244 245 246 247 0.890 0.154 0.427 0.755 0.366 0.172 0.675 0.338 0.329 0.947 0.711 248 249 250 251 252 253 254 255 256 257 258 0.509 0.668 0.354 0.723 0.146 0.752 0.076 0.157 0.982 0.937 0.057 259 260 261 262 263 264 265 266 267 268 269 0.528 0.046 0.373 0.159 0.555 0.743 0.050 0.428 0.398 0.851 0.294 270 271 272 273 274 275 276 277 278 279 280 0.927 0.996 0.600 0.959 0.632 0.651 0.974 0.340 0.754 0.776 0.280 281 282 283 284 285 286 287 288 289 290 291 0.442 0.558 0.633 0.710 0.098 0.362 0.995 0.427 0.930 0.064 0.575 292 293 294 295 296 297 298 299 300 301 302 0.705 0.480 0.111 0.184 0.030 0.488 0.333 0.438 0.734 0.514 0.375 303 304 305 306 307 308 309 310 311 312 313 0.682 0.576 0.699 0.139 0.978 0.335 0.640 0.099 0.607 0.170 0.333 314 315 316 317 318 319 320 321 322 323 324 0.499 0.571 0.940 0.156 0.566 0.271 0.585 0.823 0.482 0.302 0.048 325 326 327 328 329 330 331 332 333 334 335 0.519 0.478 0.352 0.272 0.544 0.913 0.249 0.008 0.827 0.040 0.592 336 337 338 339 340 341 342 343 344 345 346 0.983 0.566 0.726 0.144 0.312 0.698 0.855 0.373 0.269 0.990 0.126 347 348 349 350 351 352 353 354 355 356 357 0.980 0.640 0.598 0.154 0.136 0.762 0.781 0.210 0.713 0.287 0.264 358 359 360 361 362 363 364 365 366 367 368 0.904 0.936 0.448 0.323 0.394 0.161 0.201 0.828 0.341 0.596 0.448 369 370 371 372 373 374 375 376 377 378 379 0.084 0.897 0.256 0.710 0.242 0.897 0.166 0.464 0.795 0.336 0.474 380 381 382 383 384 385 386 387 388 389 390 0.254 0.988 0.434 0.729 0.679 0.909 0.760 0.854 0.248 0.449 0.784 391 392 393 394 395 396 397 398 399 400 401 0.589 0.990 0.929 0.886 0.566 0.921 0.284 0.249 0.720 0.155 0.478 402 403 404 405 406 407 408 409 410 411 412 0.982 0.713 0.600 0.756 0.033 0.893 0.766 0.468 0.898 0.402 0.766 413 414 415 416 417 418 419 420 421 422 423 0.943 0.764 0.649 0.925 0.263 0.962 0.437 0.256 0.357 0.904 0.288 424 425 426 427 428 429 430 431 432 433 434 0.207 0.043 0.937 0.841 0.610 0.039 0.263 0.760 0.919 0.033 0.621 435 436 437 438 439 440 441 442 443 444 445 0.016 0.999 0.170 0.653 0.659 0.820 0.877 0.073 0.831 0.412 0.057 446 447 448 449 450 451 452 453 454 455 456 0.096 0.730 0.591 0.531 0.039 0.613 0.738 0.109 0.361 0.127 0.291 457 458 459 460 461 462 463 464 465 466 467 0.909 0.104 0.561 -0.001 0.787 0.807 0.505 0.474 0.398 0.540 -0.002 468 469 470 471 472 473 474 475 476 477 478 0.166 0.898 0.516 0.975 0.805 0.951 0.279 0.617 0.795 0.937 0.523 479 480 481 482 483 484 485 486 487 488 489 0.832 0.800 0.656 0.998 0.846 0.881 0.479 0.086 0.019 -0.001 0.823 490 491 492 493 494 495 496 497 498 499 500 0.033 0.823 0.083 0.865 0.013 0.041 0.951 0.221 0.624 0.435 0.597 501 502 503 504 505 506 507 508 509 510 511 0.970 0.996 0.267 0.281 0.192 0.189 0.993 0.957 0.502 0.229 0.514 512 513 514 515 516 517 518 519 520 521 522 0.575 0.211 0.215 0.825 0.358 0.925 0.315 0.111 0.203 0.556 0.398 523 524 525 526 527 528 529 530 531 532 533 0.789 0.467 0.874 0.168 0.299 0.390 -0.005 0.899 0.419 0.011 0.630 534 535 536 537 538 539 540 541 542 543 544 0.247 0.790 0.106 0.060 0.193 0.287 0.386 0.348 -0.007 0.298 0.528 545 546 547 548 549 550 551 552 553 554 555 0.864 0.252 0.085 0.075 0.251 0.078 0.109 0.178 0.060 0.333 0.861 556 557 558 559 560 561 562 563 564 565 566 0.781 0.271 0.722 0.631 0.148 0.145 0.151 0.896 0.283 0.009 0.040 567 568 569 570 571 572 574 575 576 577 579 0.590 0.234 0.298 0.794 0.750 0.586 0.625 0.865 0.595 0.190 0.123 580 581 582 583 584 585 586 587 588 589 590 0.173 0.788 0.229 0.861 0.414 0.650 0.577 0.317 0.427 0.413 0.519 591 592 593 594 595 596 598 600 601 602 603 0.427 0.175 0.061 0.967 0.539 0.748 0.679 0.278 0.118 0.692 0.881 604 605 606 607 608 609 610 611 612 613 614 0.971 0.311 0.036 0.951 0.395 0.366 0.318 0.558 0.082 0.774 0.408 615 616 617 618 619 620 621 622 623 624 625 0.824 0.360 0.884 0.238 0.592 0.360 0.745 0.001 0.926 0.870 0.636 626 627 628 629 630 631 632 633 634 635 636 0.289 0.937 0.661 0.616 0.558 0.168 0.517 0.710 0.927 0.058 0.229 638 639 640 641 642 643 644 645 646 647 648 0.326 0.105 0.941 0.367 0.705 0.750 0.399 0.220 0.267 0.064 0.911 649 650 651 652 653 654 655 656 657 658 659 0.455 0.598 0.269 0.975 0.874 0.750 0.128 0.653 0.071 0.258 0.216 660 661 662 663 664 665 666 667 668 669 670 0.495 0.925 0.800 0.806 0.662 0.223 0.280 0.052 0.951 0.648 0.615 671 672 673 674 675 676 677 678 679 680 681 0.064 0.490 0.436 0.004 0.242 0.163 0.340 0.452 0.653 0.955 0.726 682 683 684 685 686 687 688 689 690 691 692 0.240 0.611 0.120 0.043 0.564 0.739 0.750 0.347 0.117 0.867 0.060 693 694 695 696 697 698 699 700 701 702 703 0.648 0.238 0.324 0.268 0.982 0.914 0.672 0.320 0.140 0.576 0.473 704 705 706 707 708 709 710 711 712 713 714 0.962 0.149 -0.008 0.077 0.232 0.588 0.431 0.594 0.761 0.789 0.467 715 716 717 718 719 720 721 722 723 724 725 0.936 0.644 0.664 0.264 0.499 0.636 0.531 0.807 0.806 0.493 0.158 726 727 728 729 730 731 732 733 734 735 736 0.544 0.177 0.848 0.146 0.696 0.821 0.382 0.753 0.799 0.043 0.889 737 738 739 740 741 742 743 744 745 746 747 0.764 0.336 0.114 0.166 0.563 0.340 0.854 0.196 0.209 0.588 0.712 748 749 750 751 752 753 754 755 756 757 758 0.334 0.370 0.236 0.888 0.104 0.741 0.035 0.719 0.864 0.030 0.720 759 760 761 762 763 764 765 766 767 768 769 0.321 0.725 0.022 0.367 0.411 0.113 0.402 0.419 0.352 0.830 0.360 770 771 772 773 774 775 776 777 778 779 780 0.287 0.369 0.718 0.092 0.690 0.228 0.779 0.275 0.705 0.617 0.541 781 782 783 784 785 786 787 788 789 790 791 0.926 0.528 0.264 0.907 0.010 0.779 0.359 0.301 0.153 0.169 0.692 792 793 794 795 796 797 798 799 800 801 802 0.619 0.465 0.870 0.692 0.503 0.914 0.812 0.399 0.794 0.007 0.545 803 804 805 806 807 808 809 810 811 812 813 0.247 0.246 0.622 0.082 0.456 0.914 0.481 0.383 0.164 0.676 0.286 814 815 816 817 818 819 820 821 822 823 824 0.067 0.718 0.124 0.993 0.089 0.838 0.546 0.985 0.702 0.275 0.246 825 826 827 828 829 831 832 834 835 836 837 0.170 -0.007 0.450 0.994 0.817 0.900 0.830 0.468 0.266 0.331 0.048 838 839 840 841 842 843 844 845 846 847 848 0.198 0.870 0.942 0.962 0.115 0.882 0.562 0.529 0.596 0.048 0.144 849 850 851 852 853 854 855 856 857 858 859 0.316 0.615 0.071 0.959 0.930 0.952 0.098 0.555 0.742 0.336 0.365 860 861 862 863 864 865 866 867 868 869 870 0.659 0.069 0.181 0.403 0.205 0.982 0.451 0.957 0.017 0.031 0.512 871 872 873 874 875 876 877 878 879 880 881 0.094 0.762 0.154 0.161 0.858 0.051 0.323 0.822 0.442 0.961 0.769 882 883 884 885 886 887 888 889 890 891 892 0.244 0.212 0.977 0.645 0.644 0.636 0.088 0.455 0.966 0.923 0.193 893 894 895 896 897 898 899 900 901 902 903 0.299 0.079 0.485 0.385 0.170 0.219 0.336 0.118 0.056 0.271 0.598 904 905 906 907 908 909 910 911 912 913 914 0.266 0.943 0.799 0.081 0.387 0.167 0.452 0.478 0.135 0.025 0.194 915 916 917 918 919 920 921 922 923 924 925 0.257 0.744 0.348 0.878 0.127 0.567 0.407 0.218 0.797 0.393 0.589 926 927 928 929 930 931 932 933 934 935 936 0.908 0.379 0.366 0.369 0.174 0.032 0.254 0.299 0.171 0.555 0.366 937 938 939 940 941 942 943 944 945 946 947 0.641 0.925 0.252 0.232 0.849 0.697 0.885 0.202 0.525 0.221 0.093 948 949 950 951 952 953 954 955 956 957 958 0.093 0.142 0.108 0.624 0.512 0.669 0.862 0.634 0.567 0.896 0.268 959 960 961 962 963 964 965 966 967 968 969 0.486 0.948 0.134 0.166 0.888 0.504 0.183 0.559 0.544 0.895 0.703 970 971 972 973 974 975 976 977 978 979 980 0.558 0.443 0.097 0.656 0.160 0.482 0.160 0.121 0.411 0.249 0.692 981 982 983 984 985 986 987 988 989 990 991 0.242 0.960 0.764 0.842 0.876 0.000 0.026 0.279 0.071 0.971 0.561 992 993 994 995 996 997 998 999 1000 1001 1002 0.987 0.837 0.881 0.237 0.731 0.495 0.499 0.565 0.651 0.055 0.675 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 0.734 0.103 0.037 0.122 0.882 0.840 0.869 0.024 0.099 0.546 0.101 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 0.721 0.724 0.789 0.615 0.499 0.452 0.025 0.202 0.337 0.542 0.769 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 0.424 0.685 0.518 0.796 0.904 0.428 0.326 0.918 0.202 0.813 0.294 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 0.569 0.381 0.273 0.253 0.961 0.632 0.073 0.927 0.892 0.913 0.717 1047 1048 1049 1050 1051 1052 1053 1055 1056 1057 1058 0.681 0.552 0.397 0.864 0.065 0.277 0.155 0.108 0.159 0.472 -0.004 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 0.976 0.105 0.072 0.317 0.110 0.988 0.399 0.235 0.349 0.145 0.281 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1081 0.250 0.150 0.020 0.811 0.576 0.574 0.700 0.054 0.499 0.379 0.541 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 0.641 0.791 0.847 0.063 0.861 0.958 0.928 0.045 0.239 0.483 0.091 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 0.187 0.206 0.200 0.019 0.227 0.098 0.271 0.694 0.259 0.658 0.205 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 -0.005 0.094 0.281 0.439 0.691 0.011 0.957 0.804 0.913 0.303 0.318 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 0.130 0.959 0.225 0.014 0.043 0.934 0.029 0.807 0.695 0.383 0.385 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 0.984 0.209 0.564 0.982 0.571 0.630 0.782 0.857 0.032 0.896 0.181 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 0.382 0.490 0.365 0.692 0.732 0.302 0.974 0.236 0.835 0.385 0.910 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 0.605 0.605 0.895 0.977 0.675 0.082 0.777 0.514 0.650 0.333 0.286 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1170 0.783 0.314 0.485 0.126 0.651 0.783 0.923 0.252 0.509 0.859 0.639 1171 1172 1173 1174 1175 1177 1178 1179 1180 1181 1182 0.825 0.974 0.165 0.709 0.102 0.278 0.335 0.161 0.544 0.797 0.859 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 0.326 0.512 0.366 0.432 0.741 0.001 0.037 0.366 0.656 0.526 0.586 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 0.785 0.501 0.591 0.873 0.892 0.941 0.849 0.811 0.825 0.917 0.722 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 0.911 0.785 0.217 0.016 0.377 0.921 0.842 0.880 0.714 0.947 0.372 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 0.471 0.764 0.762 0.269 0.004 0.184 0.504 0.351 0.055 0.693 0.912 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 0.445 0.855 0.751 0.369 0.607 0.792 0.381 0.116 0.261 0.518 0.587 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 0.887 0.323 0.399 0.038 0.476 0.747 0.439 0.464 0.730 0.287 0.155 1249 1250 1251 1252 1253 1254 1255 1256 1258 1259 1260 0.500 0.184 0.315 0.020 0.870 0.645 0.313 0.287 0.403 0.662 0.040 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 0.491 0.785 0.907 0.011 0.155 0.653 0.888 0.927 0.444 0.030 0.659 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 0.166 0.017 0.624 0.022 0.106 0.953 0.957 0.607 0.096 0.690 0.892 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 0.736 0.326 0.620 0.765 0.069 0.649 0.390 0.781 0.624 0.005 0.918 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 0.125 0.071 0.212 -0.003 0.822 0.105 0.307 0.082 0.974 0.853 0.495 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 0.268 0.285 0.044 0.972 0.574 0.494 0.681 0.546 0.485 0.574 0.840 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 0.047 0.799 0.344 0.233 0.461 0.578 0.233 0.179 0.695 0.948 0.447 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 0.239 0.189 0.820 0.710 0.437 0.076 0.214 0.179 0.481 0.369 0.708 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 0.526 0.410 0.280 0.579 0.029 0.399 0.449 0.704 0.888 0.991 -0.009 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 0.779 0.748 0.408 0.855 0.284 0.580 0.902 0.488 0.724 0.921 0.622 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 0.516 0.282 -0.008 0.970 0.770 0.631 0.895 0.290 0.802 0.133 0.691 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 0.845 0.676 0.708 0.644 0.967 0.709 0.871 0.910 0.070 0.109 0.781 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 0.494 0.175 0.671 0.557 0.804 0.311 0.083 0.461 0.253 0.609 -0.006 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 0.809 0.598 0.684 0.371 0.361 0.242 0.271 0.439 0.675 0.889 0.952 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 0.918 0.906 0.350 0.567 0.107 0.235 0.135 0.809 0.809 0.207 0.134 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 0.708 0.629 0.627 0.865 0.199 0.727 0.130 0.363 0.324 0.515 0.422 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 0.916 0.926 0.612 0.542 0.057 0.407 0.980 0.189 0.362 0.863 0.193 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 0.569 0.424 0.252 0.716 0.616 0.963 0.169 0.635 0.324 0.750 0.349 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 0.015 0.199 0.418 0.275 0.591 0.845 0.967 0.523 0.337 0.017 0.505 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 0.229 0.768 0.634 0.535 0.668 0.881 0.058 0.633 0.515 0.861 0.246 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 0.135 0.357 0.694 0.187 0.866 0.740 0.802 0.232 0.522 0.339 0.841 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 0.555 0.857 0.985 0.500 0.461 0.102 0.062 0.992 0.742 0.823 0.810 1492 1493 1494 1495 1496 1497 1498 1499 1500 0.588 0.831 0.616 0.217 0.188 0.262 0.544 0.196 0.446 > all.equal( + predict( testTobit5TwoStep$probit, newdata = t5Dat[ t5Samp, ], type = "link" ), + predict( testTobit5TwoStep, newdata = t5Dat[ t5Samp, ], type = "link" ) ) [1] TRUE > all.equal( + predict( testTobit5TwoStep, newdata = t5Dat[ , "xs", drop = FALSE ], + type = "link" ), + predict( testTobit5TwoStep, newdata = t5Dat, type = "link" ) ) [1] TRUE > round( predict( testTobit5TwoStep, newdata = t5Dat, type = "response" ), 3 ) 1 2 3 4 5 6 7 8 9 10 11 12 13 0.827 0.841 0.589 0.553 0.523 0.768 0.610 0.764 0.503 0.566 0.758 0.770 0.829 14 15 16 17 18 19 20 21 22 23 24 25 26 0.764 NA 0.612 0.834 0.536 0.625 0.552 0.773 0.679 0.536 0.799 0.633 0.568 27 28 29 30 31 32 33 34 35 36 37 38 39 0.673 0.668 0.564 0.784 0.745 0.790 0.675 0.732 0.647 0.812 0.732 0.831 0.725 40 41 42 43 44 45 46 47 48 49 50 51 52 0.703 0.715 0.824 0.553 0.668 0.705 0.703 0.541 0.690 0.747 0.664 0.501 0.708 53 54 55 56 57 58 59 60 61 62 63 64 65 0.841 0.507 0.726 0.562 0.522 0.641 0.689 0.499 0.499 0.670 0.731 0.835 0.501 66 67 68 69 70 71 72 73 74 75 76 77 78 0.741 0.630 0.656 0.673 0.791 0.636 0.803 0.577 0.782 0.774 0.509 0.786 0.546 79 80 81 82 83 84 85 86 87 88 89 90 91 0.517 0.690 0.677 0.745 0.546 0.560 0.589 0.818 0.790 0.686 0.517 0.677 0.768 92 93 94 95 96 97 98 99 100 101 102 103 104 0.780 0.601 0.781 0.702 0.791 0.821 0.534 0.708 0.508 0.583 0.642 0.793 NA 105 106 107 108 109 110 111 112 113 114 115 116 117 0.599 0.769 0.821 0.758 0.810 0.749 0.747 0.722 0.730 0.799 0.650 0.786 0.510 118 119 120 121 122 123 124 125 126 127 128 129 130 0.735 0.817 0.615 0.701 0.765 0.584 0.613 0.620 0.675 0.561 0.833 0.694 0.765 131 132 133 134 135 136 137 138 139 140 141 142 143 0.581 0.811 0.497 0.708 0.666 0.609 0.510 0.801 0.658 0.751 0.570 0.600 0.767 144 145 146 147 148 149 150 151 152 153 154 155 156 0.722 0.691 0.805 0.822 0.744 0.673 0.760 0.512 0.805 0.690 0.533 0.803 0.754 157 158 159 160 161 162 163 164 165 166 167 168 169 0.667 0.722 0.759 0.500 0.683 0.674 0.733 0.616 0.752 0.824 0.646 0.681 0.574 170 171 172 173 174 175 176 177 178 179 180 181 182 0.720 0.519 0.811 0.597 0.650 0.762 0.815 0.834 0.604 0.709 0.519 0.522 0.773 183 184 185 186 187 188 189 190 191 192 193 194 195 0.767 0.518 0.546 0.577 0.668 0.841 0.744 0.609 0.757 0.816 0.718 0.782 0.643 196 197 198 199 200 201 202 203 204 205 206 207 208 0.736 0.583 0.798 0.799 0.627 0.602 0.707 0.527 0.550 0.707 0.834 0.609 0.629 209 210 211 212 213 214 215 216 217 218 219 220 221 0.704 0.669 0.808 0.709 0.702 0.812 0.710 0.523 0.599 0.708 0.787 0.554 0.685 222 223 224 225 226 227 228 229 230 231 232 233 234 0.760 0.828 0.796 0.647 0.624 0.818 0.519 0.542 0.817 0.576 0.798 0.734 0.718 235 236 237 238 239 240 241 242 243 244 245 246 247 0.525 0.609 0.813 0.561 0.665 0.775 0.643 0.568 0.750 0.632 0.629 0.828 0.761 248 249 250 251 252 253 254 255 256 257 258 259 260 0.695 0.748 0.638 0.765 0.558 0.774 0.530 0.562 0.837 0.826 0.523 0.701 0.518 261 262 263 264 265 266 267 268 269 270 271 272 273 0.645 0.563 0.711 0.771 0.520 0.666 0.655 0.803 0.616 0.823 0.840 0.726 0.831 274 275 276 277 278 279 280 281 282 283 284 285 286 0.736 0.742 0.835 0.633 0.775 0.781 0.610 0.671 0.711 0.737 0.761 0.539 0.641 287 288 289 290 291 292 293 294 295 296 297 298 299 0.840 0.665 0.824 0.526 0.717 0.760 0.684 0.544 0.573 0.512 0.687 0.631 0.669 300 301 302 303 304 305 306 307 308 309 310 311 312 0.769 0.696 0.646 0.752 0.718 0.758 0.555 0.836 0.631 0.739 0.539 0.728 0.568 313 314 315 316 317 318 319 320 321 322 323 324 325 0.630 0.691 0.716 0.826 0.562 0.714 0.607 0.721 0.795 0.685 0.619 0.519 0.698 326 327 328 329 330 331 332 333 334 335 336 337 338 0.684 0.638 0.607 0.707 0.819 0.598 0.503 0.796 0.516 0.723 0.837 0.714 0.766 339 340 341 342 343 344 345 346 347 348 349 350 351 0.557 0.622 0.757 0.804 0.645 0.606 0.839 0.550 0.836 0.739 0.725 0.561 0.554 352 353 354 355 356 357 358 359 360 361 362 363 364 0.777 0.783 0.583 0.762 0.613 0.604 0.817 0.825 0.673 0.627 0.653 0.564 0.580 365 366 367 368 369 370 371 372 373 374 375 376 377 0.796 0.634 0.725 0.673 0.534 0.815 0.601 0.761 0.596 0.815 0.566 0.679 0.787 378 379 380 381 382 383 384 385 386 387 388 389 390 0.631 0.682 0.600 0.838 0.668 0.767 0.751 0.818 0.776 0.803 0.598 0.673 0.784 391 392 393 394 395 396 397 398 399 400 401 402 403 0.722 0.839 0.824 0.812 0.714 0.821 0.612 0.598 0.764 0.561 0.684 0.837 0.762 404 405 406 407 408 409 410 411 412 413 414 415 416 0.726 0.775 0.513 0.814 0.778 0.680 0.816 0.656 0.778 0.827 0.778 0.742 0.822 417 418 419 420 421 422 423 424 425 426 427 428 429 0.604 0.832 0.669 0.601 0.639 0.817 0.613 0.582 0.517 0.826 0.800 0.729 0.516 430 431 432 433 434 435 436 437 438 439 440 441 442 0.604 0.776 0.821 0.513 0.733 0.506 0.841 0.567 0.743 0.745 0.794 0.810 0.529 443 444 445 446 447 448 449 450 451 452 453 454 455 0.797 0.660 0.523 0.538 0.767 0.723 0.702 0.516 0.730 0.770 0.543 0.641 0.550 456 457 458 459 460 461 462 463 464 465 466 467 468 0.614 0.818 0.542 0.713 0.499 0.784 0.790 0.693 0.682 0.655 0.705 0.499 0.566 469 470 471 472 473 474 475 476 477 478 479 480 481 0.815 0.697 0.835 0.790 0.829 0.610 0.731 0.787 0.826 0.700 0.797 0.788 0.744 482 483 484 485 486 487 488 489 490 491 492 493 494 0.841 0.801 0.811 0.684 0.534 0.507 0.500 0.795 0.513 0.795 0.533 0.806 0.505 495 496 497 498 499 500 501 502 503 504 505 506 507 0.516 0.829 0.587 0.734 0.668 0.725 0.834 0.840 0.605 0.610 0.576 0.575 0.840 508 509 510 511 512 513 514 515 516 517 518 519 520 0.831 0.692 0.591 0.696 0.717 0.584 0.585 0.795 0.640 0.823 0.624 0.544 0.580 521 522 523 524 525 526 527 528 529 530 531 532 533 0.711 0.655 0.785 0.680 0.809 0.567 0.617 0.652 0.498 0.816 0.663 0.504 0.736 534 535 536 537 538 539 540 541 542 543 544 545 546 0.597 0.785 0.542 0.524 0.576 0.613 0.650 0.636 0.497 0.617 0.701 0.806 0.600 547 548 549 550 551 552 553 554 555 556 557 558 559 0.534 0.530 0.599 0.531 0.543 0.571 0.524 0.630 0.805 0.783 0.607 0.765 0.736 560 561 562 563 564 565 566 567 568 569 570 571 572 0.559 0.557 0.560 0.815 0.612 0.503 0.516 0.723 0.593 0.617 0.786 0.773 0.721 573 574 575 576 577 578 579 580 581 582 583 584 585 0.551 0.734 0.807 0.724 0.575 NA 0.549 0.569 0.785 0.591 0.805 0.661 0.742 586 587 588 589 590 591 592 593 594 595 596 597 598 0.718 0.624 0.665 0.660 0.698 0.665 0.569 0.524 0.833 0.705 0.773 0.709 0.751 599 600 601 602 603 604 605 606 607 608 609 610 611 0.596 0.609 0.547 0.756 0.811 0.834 0.622 0.514 0.829 0.654 0.643 0.625 0.711 612 613 614 615 616 617 618 619 620 621 622 623 624 0.533 0.781 0.658 0.795 0.641 0.812 0.594 0.723 0.641 0.772 0.501 0.823 0.808 625 626 627 628 629 630 631 632 633 634 635 636 637 0.738 0.614 0.826 0.746 0.731 0.712 0.567 0.697 0.761 0.823 0.523 0.591 NA 638 639 640 641 642 643 644 645 646 647 648 649 650 0.628 0.542 0.827 0.643 0.759 0.773 0.655 0.587 0.605 0.525 0.819 0.676 0.725 651 652 653 654 655 656 657 658 659 660 661 662 663 0.606 0.835 0.809 0.773 0.551 0.743 0.528 0.602 0.586 0.690 0.823 0.788 0.790 664 665 666 667 668 669 670 671 672 673 674 675 676 0.746 0.588 0.610 0.521 0.829 0.741 0.731 0.525 0.688 0.669 0.502 0.595 0.565 677 678 679 680 681 682 683 684 685 686 687 688 689 0.633 0.674 0.743 0.830 0.766 0.595 0.729 0.548 0.517 0.714 0.770 0.773 0.636 690 691 692 693 694 695 696 697 698 699 700 701 702 0.547 0.807 0.524 0.742 0.594 0.627 0.605 0.837 0.820 0.749 0.626 0.556 0.718 703 704 705 706 707 708 709 710 711 712 713 714 715 0.682 0.832 0.559 0.497 0.531 0.592 0.722 0.667 0.724 0.777 0.785 0.680 0.825 716 717 718 719 720 721 722 723 724 725 726 727 728 0.740 0.747 0.604 0.691 0.738 0.702 0.790 0.790 0.689 0.563 0.707 0.570 0.802 729 730 731 732 733 734 735 736 737 738 739 740 741 0.558 0.757 0.794 0.649 0.774 0.788 0.517 0.813 0.778 0.631 0.546 0.566 0.713 742 743 744 745 746 747 748 749 750 751 752 753 754 0.633 0.804 0.578 0.583 0.722 0.762 0.631 0.644 0.593 0.813 0.541 0.771 0.514 755 756 757 758 759 760 761 762 763 764 765 766 767 0.764 0.806 0.512 0.764 0.626 0.766 0.509 0.643 0.659 0.545 0.656 0.663 0.637 768 769 770 771 772 773 774 775 776 777 778 779 780 0.797 0.641 0.613 0.644 0.764 0.537 0.755 0.590 0.782 0.609 0.760 0.731 0.706 781 782 783 784 785 786 787 788 789 790 791 792 793 0.823 0.701 0.604 0.818 0.504 0.782 0.640 0.618 0.561 0.567 0.756 0.732 0.679 794 795 796 797 798 799 800 801 802 803 804 805 806 0.808 0.755 0.693 0.820 0.792 0.655 0.786 0.503 0.707 0.598 0.597 0.733 0.533 807 808 809 810 811 812 813 814 815 816 817 818 819 0.676 0.820 0.685 0.649 0.565 0.750 0.613 0.527 0.764 0.550 0.840 0.536 0.799 820 821 822 823 824 825 826 827 828 829 830 831 832 0.707 0.838 0.759 0.608 0.597 0.567 0.497 0.673 0.840 0.793 0.523 0.816 0.797 833 834 835 836 837 838 839 840 841 842 843 844 845 0.506 0.680 0.605 0.629 0.519 0.578 0.808 0.827 0.832 0.546 0.811 0.713 0.701 846 847 848 849 850 851 852 853 854 855 856 857 858 0.725 0.519 0.557 0.624 0.731 0.528 0.831 0.824 0.830 0.539 0.710 0.771 0.632 859 860 861 862 863 864 865 866 867 868 869 870 871 0.642 0.745 0.527 0.572 0.657 0.581 0.837 0.674 0.831 0.507 0.512 0.696 0.537 872 873 874 875 876 877 878 879 880 881 882 883 884 0.777 0.561 0.564 0.805 0.520 0.627 0.794 0.671 0.832 0.779 0.597 0.584 0.836 885 886 887 888 889 890 891 892 893 894 895 896 897 0.741 0.740 0.738 0.535 0.676 0.833 0.822 0.577 0.618 0.531 0.686 0.650 0.568 898 899 900 901 902 903 904 905 906 907 908 909 910 0.587 0.631 0.547 0.522 0.607 0.725 0.605 0.827 0.788 0.532 0.651 0.566 0.674 911 912 913 914 915 916 917 918 919 920 921 922 923 0.684 0.554 0.510 0.577 0.602 0.771 0.636 0.810 0.551 0.715 0.658 0.586 0.787 924 925 926 927 928 929 930 931 932 933 934 935 936 0.653 0.722 0.818 0.648 0.643 0.644 0.569 0.513 0.600 0.617 0.568 0.711 0.643 937 938 939 940 941 942 943 944 945 946 947 948 949 0.739 0.823 0.600 0.592 0.802 0.757 0.812 0.580 0.700 0.587 0.537 0.537 0.556 950 951 952 953 954 955 956 957 958 959 960 961 962 0.543 0.734 0.696 0.748 0.806 0.737 0.715 0.815 0.606 0.687 0.829 0.553 0.566 963 964 965 966 967 968 969 970 971 972 973 974 975 0.813 0.693 0.572 0.712 0.707 0.814 0.759 0.712 0.671 0.539 0.744 0.564 0.685 976 977 978 979 980 981 982 983 984 985 986 987 988 0.563 0.548 0.659 0.598 0.756 0.596 0.831 0.777 0.800 0.810 0.500 0.511 0.610 989 990 991 992 993 994 995 996 997 998 999 1000 1001 0.528 0.834 0.713 0.838 0.799 0.811 0.594 0.768 0.690 0.691 0.714 0.742 0.522 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 0.750 0.769 0.541 0.515 0.549 0.811 0.800 0.807 0.509 0.539 0.707 0.540 0.765 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 0.765 0.785 0.731 0.691 0.674 0.510 0.580 0.632 0.706 0.779 0.664 0.753 0.698 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 0.787 0.817 0.666 0.628 0.821 0.580 0.792 0.616 0.715 0.649 0.608 0.600 0.832 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 0.736 0.529 0.823 0.814 0.819 0.763 0.752 0.709 0.654 0.806 0.526 0.609 0.561 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 0.777 0.543 0.563 0.681 0.498 0.836 0.542 0.529 0.624 0.544 0.838 0.655 0.593 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 0.637 0.558 0.611 0.599 0.559 0.508 0.791 0.718 0.717 0.758 0.522 0.691 0.647 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 0.663 0.706 0.739 0.785 0.802 0.525 0.805 0.831 0.823 0.518 0.595 0.686 0.536 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 0.574 0.582 0.579 0.508 0.590 0.539 0.607 0.756 0.602 0.745 0.581 0.498 0.537 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 0.611 0.670 0.755 0.504 0.831 0.789 0.819 0.619 0.625 0.552 0.831 0.589 0.506 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 0.517 0.825 0.512 0.790 0.757 0.649 0.650 0.837 0.583 0.714 0.837 0.716 0.736 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 0.783 0.804 0.513 0.815 0.572 0.649 0.688 0.642 0.756 0.768 0.619 0.835 0.593 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 0.798 0.650 0.819 0.727 0.727 0.815 0.836 0.750 0.533 0.782 0.696 0.742 0.631 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 0.612 0.783 0.623 0.686 0.550 0.743 0.783 0.822 0.599 0.695 0.805 NA 0.739 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 0.795 0.835 0.566 0.761 0.541 0.660 0.609 0.631 0.564 0.707 0.787 0.805 0.628 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 0.696 0.643 0.667 0.771 0.500 0.515 0.643 0.744 0.701 0.721 0.784 0.692 0.723 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 0.809 0.814 0.827 0.802 0.791 0.795 0.820 0.765 0.819 0.784 0.586 0.506 0.647 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 0.822 0.800 0.811 0.762 0.828 0.645 0.681 0.778 0.777 0.606 0.502 0.573 0.693 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 0.637 0.522 0.756 0.819 0.672 0.804 0.774 0.644 0.728 0.786 0.649 0.546 0.603 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 0.698 0.721 0.813 0.627 0.655 0.515 0.683 0.773 0.670 0.679 0.767 0.613 0.562 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 0.691 0.573 0.624 0.508 0.808 0.741 0.623 0.613 0.748 0.656 0.746 0.516 0.688 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 0.784 0.818 0.504 0.561 0.743 0.813 0.823 0.672 0.512 0.745 0.566 0.507 0.734 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 0.509 0.542 0.830 0.831 0.728 0.538 0.755 0.814 0.769 0.628 0.732 0.778 0.527 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 0.742 0.652 0.782 0.734 0.502 0.821 0.550 0.528 0.584 0.499 0.794 0.542 0.620 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 0.533 0.835 0.803 0.690 0.606 0.612 0.518 0.835 0.717 0.689 0.752 0.708 0.686 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 0.717 0.800 0.519 0.788 0.635 0.592 0.678 0.718 0.592 0.571 0.757 0.828 0.673 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 0.594 0.575 0.794 0.761 0.669 0.530 0.585 0.571 0.685 0.644 0.760 0.701 0.659 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 0.610 0.719 0.512 0.655 0.673 0.759 0.813 0.839 0.496 0.782 0.773 0.659 0.804 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 0.612 0.719 0.816 0.687 0.765 0.821 0.733 0.697 0.611 0.497 0.834 0.779 0.736 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 0.815 0.614 0.789 0.553 0.755 0.801 0.751 0.761 0.740 0.833 0.761 0.808 0.819 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 0.528 0.543 0.782 0.689 0.569 0.749 0.711 0.789 0.622 0.533 0.678 0.600 0.729 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 0.498 0.791 0.725 0.753 0.645 0.641 0.595 0.607 0.670 0.750 0.813 0.829 0.821 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 0.818 0.637 0.715 0.543 0.593 0.554 0.791 0.791 0.582 0.553 0.761 0.735 0.735 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 0.806 0.579 0.766 0.552 0.642 0.627 0.697 0.664 0.820 0.823 0.730 0.706 0.523 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 0.658 0.836 0.575 0.641 0.806 0.577 0.715 0.664 0.599 0.763 0.731 0.832 0.567 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 0.737 0.627 0.773 0.636 0.506 0.579 0.662 0.608 0.723 0.801 0.833 0.699 0.632 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 0.507 0.693 0.590 0.779 0.737 0.704 0.748 0.811 0.523 0.737 0.697 0.805 0.597 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 0.554 0.639 0.756 0.574 0.807 0.770 0.789 0.592 0.699 0.633 0.800 0.711 0.804 1483 1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 0.838 0.691 0.677 0.541 0.525 0.839 0.771 0.795 0.791 0.722 0.797 0.731 0.586 1496 1497 1498 1499 1500 0.575 0.603 0.707 0.578 0.672 > round( predict( testTobit5TwoStep, type = "response" ), 3 ) 1 2 3 4 5 6 7 8 9 10 11 12 13 0.827 0.841 0.589 0.553 0.523 0.768 0.610 0.764 0.503 0.566 0.758 0.770 0.829 14 16 17 18 19 20 21 23 24 25 26 27 28 0.764 0.612 0.834 0.536 0.625 0.552 0.773 0.536 0.799 0.633 0.568 0.673 0.668 29 30 31 32 33 34 35 36 37 38 39 40 41 0.564 0.784 0.745 0.790 0.675 0.732 0.647 0.812 0.732 0.831 0.725 0.703 0.715 42 43 44 45 46 47 48 49 50 51 52 53 54 0.824 0.553 0.668 0.705 0.703 0.541 0.690 0.747 0.664 0.501 0.708 0.841 0.507 55 56 57 58 59 60 61 62 63 64 65 66 67 0.726 0.562 0.522 0.641 0.689 0.499 0.499 0.670 0.731 0.835 0.501 0.741 0.630 68 69 70 71 72 73 74 75 76 78 79 80 81 0.656 0.673 0.791 0.636 0.803 0.577 0.782 0.774 0.509 0.546 0.517 0.690 0.677 82 83 84 85 86 87 88 89 90 91 92 93 94 0.745 0.546 0.560 0.589 0.818 0.790 0.686 0.517 0.677 0.768 0.780 0.601 0.781 95 96 97 98 99 100 101 102 103 105 106 107 108 0.702 0.791 0.821 0.534 0.708 0.508 0.583 0.642 0.793 0.599 0.769 0.821 0.758 109 110 111 112 113 114 115 116 117 118 119 120 121 0.810 0.749 0.747 0.722 0.730 0.799 0.650 0.786 0.510 0.735 0.817 0.615 0.701 122 123 124 125 126 127 128 129 130 131 132 133 134 0.765 0.584 0.613 0.620 0.675 0.561 0.833 0.694 0.765 0.581 0.811 0.497 0.708 135 136 137 138 139 140 141 142 143 144 145 146 147 0.666 0.609 0.510 0.801 0.658 0.751 0.570 0.600 0.767 0.722 0.691 0.805 0.822 148 149 150 151 152 153 154 155 156 157 158 159 160 0.744 0.673 0.760 0.512 0.805 0.690 0.533 0.803 0.754 0.667 0.722 0.759 0.500 161 162 163 164 165 166 167 168 169 170 171 172 173 0.683 0.674 0.733 0.616 0.752 0.824 0.646 0.681 0.574 0.720 0.519 0.811 0.597 174 175 176 177 178 179 180 181 182 183 184 185 186 0.650 0.762 0.815 0.834 0.604 0.709 0.519 0.522 0.773 0.767 0.518 0.546 0.577 187 188 189 190 191 192 193 194 195 196 197 198 199 0.668 0.841 0.744 0.609 0.757 0.816 0.718 0.782 0.643 0.736 0.583 0.798 0.799 200 201 202 203 204 205 206 207 208 209 210 211 212 0.627 0.602 0.707 0.527 0.550 0.707 0.834 0.609 0.629 0.704 0.669 0.808 0.709 213 214 215 216 217 218 219 220 221 222 223 224 225 0.702 0.812 0.710 0.523 0.599 0.708 0.787 0.554 0.685 0.760 0.828 0.796 0.647 226 227 228 230 231 232 233 234 235 236 237 238 239 0.624 0.818 0.519 0.817 0.576 0.798 0.734 0.718 0.525 0.609 0.813 0.561 0.665 240 241 242 243 244 245 246 247 248 249 250 251 252 0.775 0.643 0.568 0.750 0.632 0.629 0.828 0.761 0.695 0.748 0.638 0.765 0.558 253 254 255 256 257 258 259 260 261 262 263 264 265 0.774 0.530 0.562 0.837 0.826 0.523 0.701 0.518 0.645 0.563 0.711 0.771 0.520 266 267 268 269 270 271 272 273 274 275 276 277 278 0.666 0.655 0.803 0.616 0.823 0.840 0.726 0.831 0.736 0.742 0.835 0.633 0.775 279 280 281 282 283 284 285 286 287 288 289 290 291 0.781 0.610 0.671 0.711 0.737 0.761 0.539 0.641 0.840 0.665 0.824 0.526 0.717 292 293 294 295 296 297 298 299 300 301 302 303 304 0.760 0.684 0.544 0.573 0.512 0.687 0.631 0.669 0.769 0.696 0.646 0.752 0.718 305 306 307 308 309 310 311 312 313 314 315 316 317 0.758 0.555 0.836 0.631 0.739 0.539 0.728 0.568 0.630 0.691 0.716 0.826 0.562 318 319 320 321 322 323 324 325 326 327 328 329 330 0.714 0.607 0.721 0.795 0.685 0.619 0.519 0.698 0.684 0.638 0.607 0.707 0.819 331 332 333 334 335 336 337 338 339 340 341 342 343 0.598 0.503 0.796 0.516 0.723 0.837 0.714 0.766 0.557 0.622 0.757 0.804 0.645 344 345 346 347 348 349 350 351 352 353 354 355 356 0.606 0.839 0.550 0.836 0.739 0.725 0.561 0.554 0.777 0.783 0.583 0.762 0.613 357 358 359 360 361 362 363 364 365 366 367 368 369 0.604 0.817 0.825 0.673 0.627 0.653 0.564 0.580 0.796 0.634 0.725 0.673 0.534 370 371 372 373 374 375 376 377 378 379 380 381 382 0.815 0.601 0.761 0.596 0.815 0.566 0.679 0.787 0.631 0.682 0.600 0.838 0.668 383 384 385 386 387 388 389 390 391 392 393 394 395 0.767 0.751 0.818 0.776 0.803 0.598 0.673 0.784 0.722 0.839 0.824 0.812 0.714 396 397 398 399 400 401 402 403 404 405 406 407 408 0.821 0.612 0.598 0.764 0.561 0.684 0.837 0.762 0.726 0.775 0.513 0.814 0.778 409 410 411 412 413 414 415 416 417 418 419 420 421 0.680 0.816 0.656 0.778 0.827 0.778 0.742 0.822 0.604 0.832 0.669 0.601 0.639 422 423 424 425 426 427 428 429 430 431 432 433 434 0.817 0.613 0.582 0.517 0.826 0.800 0.729 0.516 0.604 0.776 0.821 0.513 0.733 435 436 437 438 439 440 441 442 443 444 445 446 447 0.506 0.841 0.567 0.743 0.745 0.794 0.810 0.529 0.797 0.660 0.523 0.538 0.767 448 449 450 451 452 453 454 455 456 457 458 459 460 0.723 0.702 0.516 0.730 0.770 0.543 0.641 0.550 0.614 0.818 0.542 0.713 0.499 461 462 463 464 465 466 467 468 469 470 471 472 473 0.784 0.790 0.693 0.682 0.655 0.705 0.499 0.566 0.815 0.697 0.835 0.790 0.829 474 475 476 477 478 479 480 481 482 483 484 485 486 0.610 0.731 0.787 0.826 0.700 0.797 0.788 0.744 0.841 0.801 0.811 0.684 0.534 487 488 489 490 491 492 493 494 495 496 497 498 499 0.507 0.500 0.795 0.513 0.795 0.533 0.806 0.505 0.516 0.829 0.587 0.734 0.668 500 501 502 503 504 505 506 507 508 509 510 511 512 0.725 0.834 0.840 0.605 0.610 0.576 0.575 0.840 0.831 0.692 0.591 0.696 0.717 513 514 515 516 517 518 519 520 521 522 523 524 525 0.584 0.585 0.795 0.640 0.823 0.624 0.544 0.580 0.711 0.655 0.785 0.680 0.809 526 527 528 529 530 531 532 533 534 535 536 537 538 0.567 0.617 0.652 0.498 0.816 0.663 0.504 0.736 0.597 0.785 0.542 0.524 0.576 539 540 541 542 543 544 545 546 547 548 549 550 551 0.613 0.650 0.636 0.497 0.617 0.701 0.806 0.600 0.534 0.530 0.599 0.531 0.543 552 553 554 555 556 557 558 559 560 561 562 563 564 0.571 0.524 0.630 0.805 0.783 0.607 0.765 0.736 0.559 0.557 0.560 0.815 0.612 565 566 567 568 569 570 571 572 574 575 576 577 579 0.503 0.516 0.723 0.593 0.617 0.786 0.773 0.721 0.734 0.807 0.724 0.575 0.549 580 581 582 583 584 585 586 587 588 589 590 591 592 0.569 0.785 0.591 0.805 0.661 0.742 0.718 0.624 0.665 0.660 0.698 0.665 0.569 593 594 595 596 598 600 601 602 603 604 605 606 607 0.524 0.833 0.705 0.773 0.751 0.609 0.547 0.756 0.811 0.834 0.622 0.514 0.829 608 609 610 611 612 613 614 615 616 617 618 619 620 0.654 0.643 0.625 0.711 0.533 0.781 0.658 0.795 0.641 0.812 0.594 0.723 0.641 621 622 623 624 625 626 627 628 629 630 631 632 633 0.772 0.501 0.823 0.808 0.738 0.614 0.826 0.746 0.731 0.712 0.567 0.697 0.761 634 635 636 638 639 640 641 642 643 644 645 646 647 0.823 0.523 0.591 0.628 0.542 0.827 0.643 0.759 0.773 0.655 0.587 0.605 0.525 648 649 650 651 652 653 654 655 656 657 658 659 660 0.819 0.676 0.725 0.606 0.835 0.809 0.773 0.551 0.743 0.528 0.602 0.586 0.690 661 662 663 664 665 666 667 668 669 670 671 672 673 0.823 0.788 0.790 0.746 0.588 0.610 0.521 0.829 0.741 0.731 0.525 0.688 0.669 674 675 676 677 678 679 680 681 682 683 684 685 686 0.502 0.595 0.565 0.633 0.674 0.743 0.830 0.766 0.595 0.729 0.548 0.517 0.714 687 688 689 690 691 692 693 694 695 696 697 698 699 0.770 0.773 0.636 0.547 0.807 0.524 0.742 0.594 0.627 0.605 0.837 0.820 0.749 700 701 702 703 704 705 706 707 708 709 710 711 712 0.626 0.556 0.718 0.682 0.832 0.559 0.497 0.531 0.592 0.722 0.667 0.724 0.777 713 714 715 716 717 718 719 720 721 722 723 724 725 0.785 0.680 0.825 0.740 0.747 0.604 0.691 0.738 0.702 0.790 0.790 0.689 0.563 726 727 728 729 730 731 732 733 734 735 736 737 738 0.707 0.570 0.802 0.558 0.757 0.794 0.649 0.774 0.788 0.517 0.813 0.778 0.631 739 740 741 742 743 744 745 746 747 748 749 750 751 0.546 0.566 0.713 0.633 0.804 0.578 0.583 0.722 0.762 0.631 0.644 0.593 0.813 752 753 754 755 756 757 758 759 760 761 762 763 764 0.541 0.771 0.514 0.764 0.806 0.512 0.764 0.626 0.766 0.509 0.643 0.659 0.545 765 766 767 768 769 770 771 772 773 774 775 776 777 0.656 0.663 0.637 0.797 0.641 0.613 0.644 0.764 0.537 0.755 0.590 0.782 0.609 778 779 780 781 782 783 784 785 786 787 788 789 790 0.760 0.731 0.706 0.823 0.701 0.604 0.818 0.504 0.782 0.640 0.618 0.561 0.567 791 792 793 794 795 796 797 798 799 800 801 802 803 0.756 0.732 0.679 0.808 0.755 0.693 0.820 0.792 0.655 0.786 0.503 0.707 0.598 804 805 806 807 808 809 810 811 812 813 814 815 816 0.597 0.733 0.533 0.676 0.820 0.685 0.649 0.565 0.750 0.613 0.527 0.764 0.550 817 818 819 820 821 822 823 824 825 826 827 828 829 0.840 0.536 0.799 0.707 0.838 0.759 0.608 0.597 0.567 0.497 0.673 0.840 0.793 831 832 834 835 836 837 838 839 840 841 842 843 844 0.816 0.797 0.680 0.605 0.629 0.519 0.578 0.808 0.827 0.832 0.546 0.811 0.713 845 846 847 848 849 850 851 852 853 854 855 856 857 0.701 0.725 0.519 0.557 0.624 0.731 0.528 0.831 0.824 0.830 0.539 0.710 0.771 858 859 860 861 862 863 864 865 866 867 868 869 870 0.632 0.642 0.745 0.527 0.572 0.657 0.581 0.837 0.674 0.831 0.507 0.512 0.696 871 872 873 874 875 876 877 878 879 880 881 882 883 0.537 0.777 0.561 0.564 0.805 0.520 0.627 0.794 0.671 0.832 0.779 0.597 0.584 884 885 886 887 888 889 890 891 892 893 894 895 896 0.836 0.741 0.740 0.738 0.535 0.676 0.833 0.822 0.577 0.618 0.531 0.686 0.650 897 898 899 900 901 902 903 904 905 906 907 908 909 0.568 0.587 0.631 0.547 0.522 0.607 0.725 0.605 0.827 0.788 0.532 0.651 0.566 910 911 912 913 914 915 916 917 918 919 920 921 922 0.674 0.684 0.554 0.510 0.577 0.602 0.771 0.636 0.810 0.551 0.715 0.658 0.586 923 924 925 926 927 928 929 930 931 932 933 934 935 0.787 0.653 0.722 0.818 0.648 0.643 0.644 0.569 0.513 0.600 0.617 0.568 0.711 936 937 938 939 940 941 942 943 944 945 946 947 948 0.643 0.739 0.823 0.600 0.592 0.802 0.757 0.812 0.580 0.700 0.587 0.537 0.537 949 950 951 952 953 954 955 956 957 958 959 960 961 0.556 0.543 0.734 0.696 0.748 0.806 0.737 0.715 0.815 0.606 0.687 0.829 0.553 962 963 964 965 966 967 968 969 970 971 972 973 974 0.566 0.813 0.693 0.572 0.712 0.707 0.814 0.759 0.712 0.671 0.539 0.744 0.564 975 976 977 978 979 980 981 982 983 984 985 986 987 0.685 0.563 0.548 0.659 0.598 0.756 0.596 0.831 0.777 0.800 0.810 0.500 0.511 988 989 990 991 992 993 994 995 996 997 998 999 1000 0.610 0.528 0.834 0.713 0.838 0.799 0.811 0.594 0.768 0.690 0.691 0.714 0.742 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 0.522 0.750 0.769 0.541 0.515 0.549 0.811 0.800 0.807 0.509 0.539 0.707 0.540 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 0.765 0.765 0.785 0.731 0.691 0.674 0.510 0.580 0.632 0.706 0.779 0.664 0.753 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 0.698 0.787 0.817 0.666 0.628 0.821 0.580 0.792 0.616 0.715 0.649 0.608 0.600 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 0.832 0.736 0.529 0.823 0.814 0.819 0.763 0.752 0.709 0.654 0.806 0.526 0.609 1053 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 0.561 0.543 0.563 0.681 0.498 0.836 0.542 0.529 0.624 0.544 0.838 0.655 0.593 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 0.637 0.558 0.611 0.599 0.559 0.508 0.791 0.718 0.717 0.758 0.522 0.691 0.647 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 0.706 0.739 0.785 0.802 0.525 0.805 0.831 0.823 0.518 0.595 0.686 0.536 0.574 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 0.582 0.579 0.508 0.590 0.539 0.607 0.756 0.602 0.745 0.581 0.498 0.537 0.611 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 0.670 0.755 0.504 0.831 0.789 0.819 0.619 0.625 0.552 0.831 0.589 0.506 0.517 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 0.825 0.512 0.790 0.757 0.649 0.650 0.837 0.583 0.714 0.837 0.716 0.736 0.783 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 0.804 0.513 0.815 0.572 0.649 0.688 0.642 0.756 0.768 0.619 0.835 0.593 0.798 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 0.650 0.819 0.727 0.727 0.815 0.836 0.750 0.533 0.782 0.696 0.742 0.631 0.612 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1170 1171 1172 0.783 0.623 0.686 0.550 0.743 0.783 0.822 0.599 0.695 0.805 0.739 0.795 0.835 1173 1174 1175 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 0.566 0.761 0.541 0.609 0.631 0.564 0.707 0.787 0.805 0.628 0.696 0.643 0.667 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 0.771 0.500 0.515 0.643 0.744 0.701 0.721 0.784 0.692 0.723 0.809 0.814 0.827 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 0.802 0.791 0.795 0.820 0.765 0.819 0.784 0.586 0.506 0.647 0.822 0.800 0.811 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 0.762 0.828 0.645 0.681 0.778 0.777 0.606 0.502 0.573 0.693 0.637 0.522 0.756 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 0.819 0.672 0.804 0.774 0.644 0.728 0.786 0.649 0.546 0.603 0.698 0.721 0.813 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 0.627 0.655 0.515 0.683 0.773 0.670 0.679 0.767 0.613 0.562 0.691 0.573 0.624 1252 1253 1254 1255 1256 1258 1259 1260 1261 1262 1263 1264 1265 0.508 0.808 0.741 0.623 0.613 0.656 0.746 0.516 0.688 0.784 0.818 0.504 0.561 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 0.743 0.813 0.823 0.672 0.512 0.745 0.566 0.507 0.734 0.509 0.542 0.830 0.831 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 0.728 0.538 0.755 0.814 0.769 0.628 0.732 0.778 0.527 0.742 0.652 0.782 0.734 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 0.502 0.821 0.550 0.528 0.584 0.499 0.794 0.542 0.620 0.533 0.835 0.803 0.690 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 0.606 0.612 0.518 0.835 0.717 0.689 0.752 0.708 0.686 0.717 0.800 0.519 0.788 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 0.635 0.592 0.678 0.718 0.592 0.571 0.757 0.828 0.673 0.594 0.575 0.794 0.761 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 0.669 0.530 0.585 0.571 0.685 0.644 0.760 0.701 0.659 0.610 0.719 0.512 0.655 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 0.673 0.759 0.813 0.839 0.496 0.782 0.773 0.659 0.804 0.612 0.719 0.816 0.687 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 0.765 0.821 0.733 0.697 0.611 0.497 0.834 0.779 0.736 0.815 0.614 0.789 0.553 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 0.755 0.801 0.751 0.761 0.740 0.833 0.761 0.808 0.819 0.528 0.543 0.782 0.689 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 0.569 0.749 0.711 0.789 0.622 0.533 0.678 0.600 0.729 0.498 0.791 0.725 0.753 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 0.645 0.641 0.595 0.607 0.670 0.750 0.813 0.829 0.821 0.818 0.637 0.715 0.543 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 0.593 0.554 0.791 0.791 0.582 0.553 0.761 0.735 0.735 0.806 0.579 0.766 0.552 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 0.642 0.627 0.697 0.664 0.820 0.823 0.730 0.706 0.523 0.658 0.836 0.575 0.641 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 0.806 0.577 0.715 0.664 0.599 0.763 0.731 0.832 0.567 0.737 0.627 0.773 0.636 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 1460 0.506 0.579 0.662 0.608 0.723 0.801 0.833 0.699 0.632 0.507 0.693 0.590 0.779 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 0.737 0.704 0.748 0.811 0.523 0.737 0.697 0.805 0.597 0.554 0.639 0.756 0.574 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 0.807 0.770 0.789 0.592 0.699 0.633 0.800 0.711 0.804 0.838 0.691 0.677 0.541 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 0.525 0.839 0.771 0.795 0.791 0.722 0.797 0.731 0.586 0.575 0.603 0.707 0.578 1500 0.672 > all.equal( + predict( testTobit5TwoStep$probit, newdata = t5Dat[ t5Samp, ], type = "response" ), + predict( testTobit5TwoStep, newdata = t5Dat[ t5Samp, ], type = "response" ) ) [1] TRUE > all.equal( + predict( testTobit5TwoStep, newdata = t5Dat[ , "xs", drop = FALSE ], + type = "response" ), + predict( testTobit5TwoStep, newdata = t5Dat, type = "response" ) ) [1] TRUE > round( predict( testTobit5TwoStep, newdata = t5Dat, type = "unconditional" ), 3 ) E[yo1] E[yo2] 1 0.091 0.270 2 0.697 0.101 3 0.688 0.133 4 0.947 0.811 5 0.611 0.012 6 0.727 0.715 7 0.264 0.493 8 0.093 0.983 9 0.934 0.401 10 0.813 0.681 11 0.388 0.713 12 1.002 0.229 13 0.173 0.290 14 0.665 0.025 15 0.113 0.960 16 0.971 0.926 17 0.143 0.721 18 0.242 0.779 19 0.644 0.581 20 0.384 0.930 21 0.128 0.149 22 0.580 0.563 23 0.955 0.362 24 0.880 0.903 25 0.673 0.083 26 0.585 0.915 27 0.873 0.298 28 0.193 0.909 29 0.910 0.616 30 0.062 0.832 31 0.133 0.919 32 0.530 0.896 33 0.325 0.437 34 0.945 0.322 35 0.373 0.940 36 0.932 0.211 37 0.419 0.964 38 0.876 0.173 39 0.763 0.857 40 0.864 0.564 41 0.868 0.528 42 0.717 0.074 43 0.735 0.852 44 0.345 0.209 45 0.572 0.047 46 0.555 0.465 47 0.502 0.563 48 0.355 0.539 49 0.128 0.252 50 0.868 0.474 51 0.480 0.073 52 0.481 0.247 53 1.025 0.809 54 0.547 0.136 55 1.022 0.609 56 0.597 0.878 57 0.711 0.248 58 0.769 0.121 59 0.995 0.500 60 0.467 0.684 61 0.691 0.197 62 0.030 0.691 63 0.708 0.028 64 0.492 0.468 65 0.125 0.781 66 0.663 0.322 67 0.724 0.368 68 0.776 0.721 69 0.668 0.080 70 0.027 0.525 71 0.615 0.218 72 0.785 0.273 73 0.078 0.741 74 0.959 0.476 75 0.657 0.395 76 0.658 0.270 77 0.141 NA 78 0.857 0.381 79 0.314 0.445 80 0.604 0.893 81 0.317 0.948 82 0.561 0.445 83 0.849 0.670 84 0.244 0.187 85 0.988 0.231 86 0.230 0.633 87 0.798 0.052 88 0.097 0.772 89 0.373 0.305 90 0.877 0.677 91 0.425 0.894 92 0.123 0.325 93 0.843 0.590 94 0.424 0.335 95 0.429 0.422 96 0.705 0.346 97 0.365 0.132 98 0.793 0.475 99 0.140 0.981 100 0.129 0.328 101 0.085 0.244 102 0.934 0.284 103 0.777 0.823 104 0.148 0.910 105 0.540 0.801 106 0.180 0.920 107 0.552 0.645 108 0.013 0.738 109 0.471 0.924 110 0.743 0.362 111 0.794 0.264 112 0.243 0.988 113 0.828 0.933 114 0.425 0.962 115 0.123 0.904 116 0.230 0.746 117 0.476 0.624 118 0.628 0.847 119 0.262 1.014 120 0.935 0.806 121 0.713 0.548 122 0.359 0.383 123 0.922 0.384 124 0.655 0.016 125 0.928 0.617 126 0.248 0.342 127 0.097 0.065 128 0.231 0.092 129 0.506 0.115 130 0.822 0.445 131 0.146 0.179 132 0.977 0.604 133 0.874 0.562 134 0.486 0.914 135 0.681 0.150 136 0.655 1.005 137 0.309 0.324 138 0.543 0.762 139 0.946 0.498 140 NA 0.285 141 0.113 0.883 142 0.406 0.660 143 0.847 0.604 144 0.722 0.983 145 0.258 0.772 146 0.888 0.061 147 0.987 0.107 148 0.396 0.382 149 0.847 0.150 150 0.085 0.391 151 0.158 0.350 152 0.602 0.208 153 0.515 0.329 154 0.682 0.906 155 0.780 0.408 156 0.565 0.636 157 0.656 0.833 158 0.288 0.254 159 0.851 0.947 160 0.679 0.120 161 0.216 0.619 162 0.820 0.635 163 0.657 0.489 164 0.617 0.021 165 0.526 0.492 166 0.774 0.101 167 0.339 0.255 168 0.514 0.864 169 1.015 0.839 170 0.097 0.355 171 0.218 0.440 172 0.899 0.868 173 0.556 0.796 174 0.549 0.218 175 0.456 0.020 176 0.535 0.592 177 0.710 0.265 178 0.020 0.253 179 0.048 0.882 180 0.173 0.206 181 0.796 0.205 182 0.621 0.874 183 0.345 0.848 184 0.155 0.238 185 0.566 0.038 186 0.250 0.049 187 0.822 0.210 188 0.249 0.355 189 0.415 0.309 190 0.082 0.570 191 0.242 0.061 192 0.663 0.875 193 0.925 0.589 194 0.825 0.289 195 0.204 0.288 196 0.736 0.805 197 0.812 0.289 198 0.495 0.173 199 0.362 0.391 200 0.156 0.140 201 0.923 0.891 202 0.364 0.530 203 0.318 0.993 204 0.120 0.615 205 0.596 0.399 206 0.599 0.963 207 0.219 0.474 208 0.476 0.555 209 0.078 0.401 210 0.659 0.091 211 0.831 0.753 212 0.464 0.153 213 0.864 0.842 214 0.581 0.296 215 0.718 1.015 216 0.288 0.148 217 0.976 0.219 218 0.014 0.146 219 0.317 0.003 220 0.409 0.370 221 0.564 0.113 222 0.698 0.016 223 0.035 0.269 224 0.374 0.960 225 0.157 0.934 226 0.599 0.072 227 0.035 0.729 228 0.778 0.611 229 NA 0.605 230 0.814 0.165 231 0.970 0.249 232 0.056 0.626 233 0.433 0.926 234 0.709 0.341 235 0.505 0.111 236 0.666 0.434 237 0.501 0.307 238 0.236 0.461 239 0.245 1.010 240 0.246 0.373 241 0.635 0.231 242 0.359 0.264 243 0.950 0.203 244 0.828 0.465 245 0.691 0.420 246 0.089 0.067 247 0.967 0.527 248 0.378 0.202 249 0.054 0.210 250 0.781 0.159 251 0.598 0.175 252 0.733 0.846 253 0.545 0.211 254 0.385 0.612 255 0.982 1.005 256 0.665 0.571 257 0.839 0.377 258 0.640 0.391 259 0.639 0.970 260 1.018 0.495 261 0.243 1.003 262 0.383 0.784 263 0.880 0.745 264 0.825 0.713 265 0.610 0.543 266 0.820 0.068 267 0.290 0.601 268 0.515 0.348 269 0.137 0.562 270 0.564 0.388 271 0.578 0.806 272 0.997 0.444 273 0.307 0.497 274 0.366 0.660 275 0.015 0.730 276 0.340 1.013 277 0.402 0.101 278 0.389 0.222 279 0.536 0.039 280 0.694 0.003 281 0.574 0.585 282 0.420 0.608 283 0.088 0.859 284 1.019 0.235 285 0.091 0.751 286 0.324 0.443 287 0.256 0.230 288 0.645 0.402 289 0.707 0.010 290 0.762 0.856 291 0.428 0.063 292 0.035 0.551 293 0.496 0.029 294 0.534 0.495 295 0.484 0.952 296 0.105 0.431 297 0.549 0.709 298 0.044 0.146 299 0.586 0.426 300 0.803 0.729 301 0.659 0.112 302 0.814 0.721 303 0.857 0.340 304 0.689 0.024 305 0.022 0.541 306 0.845 0.240 307 0.233 0.155 308 0.377 0.059 309 0.491 0.864 310 0.426 0.746 311 0.924 0.211 312 0.084 0.747 313 0.477 0.253 314 0.861 0.824 315 0.206 0.862 316 0.043 0.112 317 0.535 0.371 318 0.816 0.594 319 0.817 0.077 320 0.849 0.840 321 0.960 0.629 322 0.694 0.432 323 0.580 0.255 324 0.312 0.264 325 0.957 0.402 326 0.940 0.847 327 0.323 0.143 328 0.566 0.556 329 0.531 0.586 330 0.913 0.803 331 0.338 0.010 332 0.248 0.336 333 0.380 0.029 334 0.524 0.020 335 0.946 0.929 336 0.519 0.665 337 0.051 0.756 338 0.403 0.055 339 0.670 0.454 340 0.859 0.055 341 0.784 0.612 342 0.822 0.074 343 0.243 0.378 344 0.490 0.689 345 0.463 0.944 346 0.085 0.494 347 0.651 0.479 348 0.056 0.671 349 0.226 0.407 350 0.883 0.114 351 0.209 0.886 352 0.641 0.896 353 0.905 0.871 354 0.742 0.184 355 0.262 0.467 356 0.590 0.658 357 0.338 0.768 358 0.203 0.873 359 0.227 0.444 360 0.721 0.381 361 0.281 0.657 362 0.026 0.639 363 0.741 0.245 364 0.650 0.209 365 0.482 0.616 366 0.012 0.754 367 0.905 0.273 368 0.157 0.775 369 0.299 0.437 370 0.883 0.788 371 0.011 0.327 372 0.907 0.529 373 0.123 1.004 374 0.838 0.452 375 0.931 0.561 376 0.931 0.174 377 0.870 0.353 378 0.454 0.251 379 0.955 0.898 380 0.380 0.111 381 0.408 0.484 382 0.133 1.003 383 0.960 0.599 384 0.334 0.224 385 0.167 0.252 386 0.916 0.668 387 0.871 0.510 388 0.383 0.474 389 0.279 1.005 390 0.997 0.856 391 0.407 0.530 392 0.051 0.783 393 0.661 0.072 394 0.388 0.466 395 0.098 1.001 396 0.686 0.535 397 0.817 1.005 398 0.865 0.211 399 0.596 0.324 400 0.776 0.523 401 0.544 0.109 402 0.557 0.563 403 0.823 0.564 404 0.731 0.907 405 0.401 0.300 406 0.727 0.225 407 1.003 0.641 408 0.986 0.827 409 0.892 0.550 410 0.139 0.804 411 0.016 0.948 412 0.856 0.567 413 0.462 0.510 414 0.666 0.817 415 0.271 0.440 416 0.972 0.120 417 0.622 0.774 418 0.257 0.387 419 0.339 0.764 420 0.429 0.533 421 0.887 0.485 422 0.608 0.434 423 0.543 1.012 424 0.946 0.080 425 0.968 0.224 426 0.181 0.388 427 0.605 0.152 428 0.663 0.478 429 0.677 0.079 430 0.699 0.033 431 0.651 0.094 432 0.261 0.471 433 0.863 0.163 434 0.395 0.599 435 0.673 0.275 436 0.394 0.913 437 0.417 0.616 438 0.554 0.079 439 0.703 0.424 440 0.787 0.124 441 0.350 0.716 442 0.144 0.795 443 1.002 0.050 444 0.220 0.063 445 0.241 0.006 446 0.602 0.501 447 0.461 0.195 448 0.696 0.837 449 0.036 0.653 450 0.483 0.109 451 0.297 0.618 452 0.039 0.089 453 0.593 0.480 454 0.344 0.751 455 0.157 0.785 456 0.686 0.257 457 0.210 0.762 458 0.510 0.948 459 0.557 0.149 460 0.498 0.492 461 0.593 0.138 462 0.400 0.831 463 0.812 0.044 464 0.044 0.619 465 0.361 0.495 466 0.468 0.315 467 0.624 0.847 468 1.004 0.776 469 0.297 0.717 470 0.274 0.100 471 0.230 0.562 472 0.759 0.819 473 1.006 0.750 474 0.573 0.819 475 0.276 0.905 476 0.924 0.393 477 0.293 0.724 478 0.936 0.031 479 0.931 0.087 480 0.768 0.746 481 0.382 0.236 482 0.043 0.143 483 0.447 0.467 484 0.987 0.726 485 0.278 0.267 486 0.583 0.927 487 0.455 0.227 488 0.548 0.564 489 0.456 0.109 490 0.999 0.959 491 0.345 0.437 492 0.795 0.704 493 0.074 0.350 494 1.005 0.745 495 0.904 0.039 496 0.038 0.138 497 0.127 1.004 498 0.819 0.753 499 0.053 0.730 500 0.453 0.935 501 0.139 0.388 502 0.221 0.549 503 0.183 1.001 504 0.648 0.315 505 0.977 0.943 506 0.961 0.600 507 0.588 0.345 508 0.756 0.383 509 0.195 0.476 510 0.462 0.021 511 0.939 0.562 512 0.583 0.546 513 0.529 0.576 514 0.736 0.936 515 0.436 0.239 516 0.013 0.788 517 0.143 0.052 518 0.215 0.887 519 0.164 0.197 520 0.715 0.385 521 0.646 0.204 522 0.823 0.582 523 0.179 0.469 524 0.475 0.563 525 0.405 0.293 526 0.627 0.245 527 0.407 0.387 528 0.095 0.489 529 0.471 0.102 530 0.731 0.928 531 0.920 0.874 532 0.092 0.597 533 0.072 0.758 534 0.191 0.293 535 0.432 0.147 536 0.148 0.149 537 0.132 0.212 538 0.444 0.779 539 0.675 -0.002 540 0.480 0.868 541 0.508 0.166 542 0.772 0.294 543 0.248 0.224 544 0.401 0.532 545 0.723 0.941 546 0.233 0.870 547 0.201 1.011 548 0.539 0.587 549 0.454 0.890 550 0.743 0.057 551 0.996 0.780 552 0.445 0.203 553 0.990 0.341 554 0.403 0.985 555 1.019 0.030 556 0.155 0.353 557 0.703 0.254 558 0.562 0.484 559 0.181 0.026 560 0.476 0.886 561 0.375 0.691 562 0.539 0.749 563 0.120 0.363 564 0.309 1.010 565 0.080 0.498 566 0.015 0.289 567 0.741 0.167 568 0.494 0.189 569 0.322 0.019 570 0.075 0.643 571 0.164 1.002 572 0.096 0.461 573 0.247 0.570 574 0.906 1.003 575 0.193 0.247 576 0.799 0.208 577 0.972 0.842 578 0.081 0.068 579 1.028 0.876 580 0.133 0.740 581 0.253 0.108 582 0.274 0.863 583 0.778 0.143 584 0.257 0.881 585 0.408 0.546 586 0.039 0.616 587 0.425 0.969 588 0.345 0.451 589 0.324 0.814 590 0.772 0.223 591 0.155 0.889 592 0.563 0.737 593 0.534 0.299 594 0.381 0.979 595 0.721 0.040 596 0.387 0.737 597 0.396 0.868 598 0.682 0.072 599 0.644 0.721 600 0.729 0.924 601 0.241 0.531 602 0.431 0.462 603 0.138 0.725 604 0.660 0.643 605 0.141 0.712 606 0.400 0.308 607 0.758 0.173 608 0.832 1.000 609 0.282 0.688 610 0.538 0.871 611 0.976 0.879 612 0.127 0.205 613 0.657 0.622 614 1.016 0.773 615 0.119 1.010 616 0.623 0.803 617 0.481 0.903 618 0.207 0.615 619 1.012 0.557 620 0.027 0.260 621 0.039 0.042 622 0.833 1.002 623 0.594 0.056 624 0.502 0.039 625 0.083 0.678 626 0.518 0.943 627 0.999 0.479 628 0.389 0.614 629 0.359 0.631 630 0.695 0.733 631 0.146 0.903 632 0.974 0.103 633 0.523 0.108 634 0.379 0.211 635 0.401 0.631 636 0.702 0.714 637 0.677 0.869 638 0.500 0.438 639 0.017 0.383 640 0.800 0.356 641 0.103 0.878 642 1.028 0.619 643 0.051 0.014 644 0.767 0.986 645 0.679 0.289 646 0.039 0.167 647 0.702 0.886 648 0.084 0.632 649 0.087 0.247 650 0.887 0.195 651 0.517 0.673 652 0.097 0.584 653 0.024 0.928 654 0.212 0.272 655 0.710 0.036 656 0.316 0.971 657 0.874 0.671 658 0.096 0.664 659 0.355 0.016 660 0.399 0.504 661 0.342 0.025 662 0.100 0.846 663 0.719 0.248 664 0.734 0.511 665 0.613 0.192 666 0.910 0.568 667 0.950 0.393 668 0.512 0.653 669 0.869 0.308 670 0.078 0.798 671 1.017 0.823 672 0.433 0.340 673 0.112 NA 674 0.076 0.738 675 0.700 0.816 676 0.605 0.269 677 0.725 0.182 678 0.331 0.319 679 0.399 0.704 680 0.688 0.237 681 0.021 0.774 682 1.027 0.632 683 0.319 0.426 684 0.161 0.767 685 0.345 0.922 686 0.081 0.966 687 0.973 0.485 688 0.152 0.105 689 0.510 0.783 690 0.312 0.249 691 0.319 0.269 692 0.459 0.738 693 0.319 0.733 694 0.133 0.511 695 0.464 0.326 696 0.988 0.540 697 0.268 0.591 698 0.740 0.630 699 0.740 0.119 700 0.343 0.537 701 0.781 0.934 702 0.917 1.010 703 0.440 0.129 704 0.674 0.139 705 0.689 0.816 706 0.272 0.064 707 0.736 0.962 708 0.281 0.556 709 0.211 0.802 710 0.966 0.861 711 0.676 0.298 712 0.207 0.605 713 0.796 0.466 714 0.578 0.467 715 0.691 0.245 716 0.118 0.707 717 0.700 0.373 718 0.052 0.492 719 0.342 0.131 720 0.221 0.442 721 0.374 0.446 722 0.469 0.307 723 0.363 0.208 724 0.738 0.161 725 0.529 0.215 726 0.189 0.140 727 0.365 0.985 728 0.288 0.297 729 0.709 0.668 730 0.021 0.759 731 0.802 0.699 732 0.019 0.800 733 0.589 0.319 734 0.693 0.933 735 0.990 0.037 736 0.252 0.334 737 0.110 0.286 738 0.354 0.367 739 0.940 0.486 740 0.019 0.648 741 0.909 0.205 742 1.001 0.263 743 0.115 0.243 744 0.576 0.732 745 0.069 0.888 746 0.633 0.507 747 0.049 0.583 748 0.669 0.466 749 0.876 0.494 750 0.380 0.932 751 0.589 1.014 752 0.113 0.892 753 0.060 0.093 754 0.057 0.042 755 0.419 0.498 756 0.105 0.681 757 0.322 0.123 758 0.614 0.339 759 0.508 0.376 760 0.779 0.097 761 0.420 0.292 762 0.725 0.964 763 0.366 0.860 764 0.372 0.057 765 1.007 0.594 766 0.294 0.588 767 0.829 0.496 768 0.199 0.001 769 0.975 0.336 770 0.403 0.532 771 0.364 0.074 772 0.163 0.414 773 0.015 0.294 774 0.608 0.781 775 0.748 0.337 776 1.027 0.565 777 0.243 0.935 778 0.451 0.858 779 0.985 0.316 780 0.745 0.183 781 0.010 0.588 782 0.197 0.428 783 0.696 1.008 784 0.131 0.139 785 0.939 0.246 786 0.371 0.278 787 0.722 0.278 788 1.027 0.434 789 0.101 0.661 790 0.731 0.324 791 0.477 0.878 792 0.934 0.603 793 0.599 0.106 794 0.712 0.324 795 1.007 0.938 796 0.544 0.772 797 0.561 0.898 798 0.479 0.884 799 0.453 0.972 800 0.183 0.182 801 0.343 0.676 802 0.626 0.677 803 0.564 0.424 804 0.942 0.084 805 0.551 0.834 806 0.546 0.567 807 0.966 0.084 808 0.626 0.712 809 0.696 0.064 810 0.419 0.604 811 0.294 0.540 812 0.510 0.144 813 0.297 0.889 814 0.827 0.847 815 0.930 0.469 816 0.748 0.574 817 0.110 0.157 818 0.909 0.951 819 0.422 0.230 820 0.877 0.922 821 0.738 0.891 822 0.836 0.074 823 0.623 0.627 824 0.781 0.646 825 0.021 0.909 826 0.710 0.420 827 0.736 0.181 828 0.896 0.161 829 0.386 0.171 830 0.101 0.608 831 0.979 0.375 832 0.346 0.365 833 0.971 0.982 834 0.509 0.708 835 1.011 0.481 836 NA 0.348 837 0.278 0.297 838 0.275 0.233 839 0.472 0.173 840 0.704 0.491 841 0.062 0.872 842 0.525 0.422 843 0.448 0.268 844 NA 0.161 845 0.237 0.405 846 0.934 0.264 847 0.033 0.305 848 0.487 0.250 849 0.277 0.362 850 0.070 0.697 851 0.280 0.518 852 0.352 0.924 853 0.352 0.827 854 0.059 0.438 855 0.804 0.151 856 0.556 0.754 857 0.612 0.860 858 0.237 0.430 859 0.625 0.323 860 0.385 0.069 861 0.504 0.741 862 1.003 NA 863 0.675 1.004 864 0.500 0.928 865 0.786 0.404 866 1.012 0.400 867 1.007 0.783 868 0.534 0.984 869 0.646 0.957 870 0.738 0.134 871 0.623 0.619 872 0.286 0.069 873 0.489 0.040 874 0.266 0.425 875 0.091 0.672 876 0.970 0.519 877 0.614 0.098 878 0.929 0.241 879 0.179 0.666 880 0.101 0.803 881 0.881 0.298 882 0.123 0.944 883 0.147 0.330 884 0.785 0.783 885 0.177 0.064 886 0.157 0.195 887 0.832 0.165 888 0.941 1.014 889 0.843 0.546 890 0.687 0.848 891 0.963 0.168 892 0.958 0.655 893 0.993 0.997 894 0.565 0.942 895 0.617 0.118 896 0.905 0.999 897 0.689 1.004 898 0.321 0.268 899 0.747 0.684 900 0.291 0.626 901 0.387 0.619 902 0.256 0.524 903 0.239 0.777 904 0.936 0.040 905 0.531 0.882 906 0.393 0.578 907 0.434 0.642 908 0.902 0.874 909 0.223 0.021 910 0.815 0.310 911 0.936 0.968 912 0.890 0.542 913 0.035 0.241 914 0.115 0.777 915 0.464 0.291 916 0.977 0.988 917 0.293 0.870 918 0.448 0.481 919 0.281 0.100 920 0.254 0.950 921 0.595 0.928 922 0.281 0.835 923 0.192 0.666 924 0.934 0.032 925 0.955 0.244 926 0.224 0.113 927 0.104 0.708 928 0.339 0.384 929 0.926 0.523 930 0.676 0.142 931 0.804 0.897 932 0.835 0.634 933 1.002 0.435 934 0.463 0.459 935 0.888 0.074 936 0.037 0.612 937 0.911 0.750 938 0.960 0.307 939 1.002 0.113 940 0.383 0.014 941 0.310 0.944 942 0.299 0.109 943 0.433 0.128 944 0.231 0.734 945 0.739 0.073 946 0.210 0.796 947 0.696 0.010 948 0.093 0.911 949 0.973 0.465 950 0.117 0.898 951 0.262 0.956 952 0.041 0.854 953 0.152 0.996 954 0.448 0.107 955 0.951 1.011 956 0.424 0.847 957 0.565 0.925 958 0.532 0.102 959 0.698 0.537 960 0.602 0.022 961 0.838 0.387 962 0.760 0.247 963 0.308 0.199 964 0.450 0.141 965 0.691 0.848 966 0.503 0.124 967 0.193 0.607 968 0.897 0.086 969 0.528 0.753 970 0.282 0.498 971 0.761 0.093 972 0.963 0.161 973 0.317 0.655 974 0.500 0.118 975 0.448 0.427 976 0.474 0.580 977 0.961 0.614 978 0.740 1.012 979 0.341 0.604 980 0.867 0.693 981 0.598 0.493 982 0.936 0.174 983 0.389 0.549 984 0.935 0.899 985 0.104 0.322 986 0.188 0.256 987 0.666 0.161 988 0.819 0.197 989 0.060 0.984 990 1.002 0.739 991 0.568 0.581 992 0.218 0.170 993 0.654 0.083 994 0.560 0.085 995 0.141 0.515 996 0.618 0.528 997 0.647 0.803 998 0.770 0.113 999 0.252 0.711 1000 0.634 0.870 1001 0.834 0.824 1002 0.688 0.938 1003 0.662 0.356 1004 0.087 0.483 1005 0.877 0.552 1006 0.665 0.891 1007 0.350 0.040 1008 0.134 1.010 1009 0.839 0.782 1010 0.370 0.641 1011 0.504 0.188 1012 0.259 0.718 1013 1.017 0.636 1014 0.254 0.693 1015 0.426 0.042 1016 0.294 0.465 1017 0.175 0.047 1018 0.942 0.081 1019 0.951 0.285 1020 0.374 0.551 1021 0.416 0.815 1022 0.362 0.428 1023 0.694 0.395 1024 0.855 0.596 1025 0.622 0.349 1026 0.308 0.600 1027 0.509 0.130 1028 0.290 0.726 1029 0.349 0.731 1030 0.156 0.059 1031 0.725 0.630 1032 0.674 0.259 1033 0.750 0.557 1034 0.624 0.623 1035 0.480 0.303 1036 0.444 0.287 1037 0.997 0.765 1038 0.529 0.844 1039 0.510 0.128 1040 0.118 0.879 1041 0.757 0.069 1042 0.893 0.882 1043 0.421 0.070 1044 0.105 0.156 1045 0.302 0.173 1046 0.940 0.274 1047 0.595 0.969 1048 0.355 0.780 1049 0.350 0.402 1050 0.439 0.782 1051 0.959 0.560 1052 1.021 0.581 1053 0.998 0.596 1054 0.535 0.784 1055 0.041 0.934 1056 0.236 0.675 1057 0.141 0.402 1058 0.388 0.980 1059 0.866 0.326 1060 0.900 0.916 1061 0.333 0.615 1062 0.024 0.941 1063 0.944 -0.001 1064 0.073 0.029 1065 0.877 0.667 1066 0.189 0.920 1067 0.442 0.706 1068 0.569 0.510 1069 0.036 0.599 1070 0.852 0.144 1071 0.804 0.007 1072 0.957 0.173 1073 0.422 0.429 1074 0.908 0.770 1075 0.262 1.011 1076 0.738 0.083 1077 0.666 0.694 1078 0.837 0.089 1079 0.776 0.897 1080 0.333 NA 1081 0.215 0.052 1082 0.482 0.300 1083 0.170 0.506 1084 0.708 0.652 1085 0.056 0.423 1086 0.490 0.893 1087 0.250 0.091 1088 0.706 0.363 1089 0.294 0.475 1090 0.297 0.448 1091 0.508 0.195 1092 0.651 0.656 1093 0.106 0.310 1094 0.245 0.311 1095 0.522 0.047 1096 0.737 0.050 1097 0.895 0.162 1098 0.820 0.141 1099 0.937 0.191 1100 0.525 0.518 1101 0.466 0.971 1102 0.274 0.059 1103 0.397 0.244 1104 0.041 0.306 1105 0.707 0.238 1106 0.215 0.069 1107 0.636 0.770 1108 0.646 0.114 1109 0.346 0.788 1110 0.166 0.058 1111 0.247 0.196 1112 0.474 0.604 1113 0.905 0.685 1114 0.059 0.512 1115 0.682 0.021 1116 0.619 0.924 1117 0.429 0.653 1118 0.686 0.157 1119 0.545 0.355 1120 0.809 0.445 1121 0.011 0.141 1122 0.677 0.214 1123 0.201 0.606 1124 0.739 0.672 1125 0.239 0.317 1126 0.893 0.471 1127 0.979 0.703 1128 0.814 0.412 1129 0.415 0.150 1130 0.381 0.870 1131 0.313 0.704 1132 0.749 0.734 1133 0.846 0.851 1134 0.536 0.415 1135 0.686 0.521 1136 0.959 0.985 1137 0.536 0.352 1138 0.881 0.422 1139 1.023 0.772 1140 0.224 0.588 1141 1.011 0.537 1142 0.195 0.888 1143 0.796 0.201 1144 0.775 0.935 1145 0.350 0.499 1146 0.474 0.110 1147 0.596 0.619 1148 0.037 0.323 1149 0.309 0.736 1150 0.166 0.121 1151 0.027 0.510 1152 0.055 0.510 1153 0.453 0.848 1154 0.746 0.965 1155 0.380 0.468 1156 0.171 0.948 1157 0.617 0.237 1158 0.890 0.699 1159 0.721 0.612 1160 0.094 0.823 1161 0.894 0.254 1162 0.201 0.308 1163 0.206 0.427 1164 0.121 0.711 1165 0.520 0.289 1166 0.921 0.969 1167 0.681 0.370 1168 0.482 0.411 1169 0.363 0.995 1170 0.600 0.372 1171 0.142 0.742 1172 0.271 0.013 1173 0.330 0.902 1174 0.181 0.501 1175 0.345 0.937 1176 0.254 0.934 1177 0.445 0.602 1178 0.690 0.091 1179 0.262 0.280 1180 0.354 0.615 1181 0.268 0.209 1182 0.721 0.499 1183 0.568 0.225 1184 0.020 0.687 1185 0.448 0.020 1186 0.831 0.878 1187 0.050 0.343 1188 0.278 0.773 1189 0.952 0.395 1190 0.355 0.628 1191 0.495 0.022 1192 0.147 0.278 1193 0.738 0.379 1194 0.697 0.276 1195 0.300 0.655 1196 0.809 0.932 1197 0.268 0.717 1198 0.486 0.352 1199 0.545 0.677 1200 0.138 0.442 1201 0.997 0.390 1202 0.655 0.676 1203 0.650 0.840 1204 0.243 0.621 1205 0.928 0.167 1206 0.040 0.219 1207 0.181 0.098 1208 0.588 0.896 1209 0.237 0.918 1210 0.538 0.219 1211 0.251 0.161 1212 0.620 0.978 1213 0.996 0.462 1214 0.553 0.414 1215 0.325 0.279 1216 0.513 0.705 1217 0.234 0.716 1218 0.189 0.517 1219 0.431 0.659 1220 0.197 0.700 1221 0.513 0.883 1222 0.902 0.999 1223 0.758 1.004 1224 0.827 0.797 1225 0.928 0.753 1226 0.540 0.929 1227 0.241 0.516 1228 1.024 1.015 1229 0.294 0.115 1230 0.745 0.808 1231 0.877 0.579 1232 0.931 -0.002 1233 0.706 0.721 1234 1.027 0.060 1235 0.035 0.258 1236 0.487 0.236 1237 0.584 0.199 1238 0.465 0.290 1239 0.244 0.572 1240 0.182 1.011 1241 0.815 0.290 1242 0.312 0.079 1243 0.171 0.697 1244 0.913 0.647 1245 0.394 0.178 1246 0.125 0.835 1247 0.409 0.882 1248 0.151 0.479 1249 0.630 0.421 1250 0.777 0.097 1251 0.910 0.352 1252 0.884 0.543 1253 0.502 0.031 1254 0.398 0.309 1255 0.121 0.592 1256 0.913 0.244 1257 NA 0.989 1258 0.868 0.200 1259 0.276 0.502 1260 0.760 0.778 1261 0.999 0.449 1262 0.819 0.561 1263 0.131 0.045 1264 0.171 0.144 1265 0.172 0.573 1266 0.829 0.909 1267 0.375 0.876 1268 0.048 0.899 1269 0.338 0.872 1270 0.486 0.489 1271 0.105 0.578 1272 0.637 0.211 1273 0.376 0.703 1274 0.100 0.929 1275 0.224 0.147 1276 0.492 0.692 1277 0.189 0.962 1278 0.221 0.006 1279 0.075 0.535 1280 0.443 0.453 1281 0.224 0.993 1282 0.807 0.423 1283 0.284 0.996 1284 0.757 0.379 1285 0.435 0.331 1286 0.704 0.850 1287 0.262 0.748 1288 0.324 0.515 1289 1.002 0.529 1290 0.682 0.661 1291 0.253 0.683 1292 0.625 0.745 1293 0.709 0.836 1294 0.678 0.980 1295 0.360 0.110 1296 0.733 0.238 1297 0.506 0.825 1298 0.965 0.528 1299 0.014 0.847 1300 0.608 0.821 1301 0.514 0.389 1302 0.966 0.432 1303 0.842 0.935 1304 0.917 0.411 1305 0.209 0.405 1306 0.536 0.546 1307 0.010 0.966 1308 0.927 0.160 1309 0.459 0.629 1310 0.275 0.644 1311 0.376 0.031 1312 0.521 0.175 1313 0.577 0.882 1314 0.587 0.958 1315 0.646 0.686 1316 0.975 0.947 1317 0.602 0.203 1318 0.088 0.232 1319 0.024 0.672 1320 0.646 0.476 1321 0.095 0.262 1322 0.090 0.709 1323 0.254 0.506 1324 0.348 0.820 1325 0.989 0.213 1326 0.307 0.712 1327 0.803 0.704 1328 0.770 0.334 1329 0.517 0.446 1330 1.027 0.652 1331 0.924 0.492 1332 0.711 0.811 1333 0.628 0.444 1334 0.814 0.098 1335 0.955 0.920 1336 0.696 0.625 1337 0.447 0.510 1338 0.064 0.886 1339 0.744 0.616 1340 0.970 0.003 1341 0.915 0.784 1342 0.594 0.727 1343 0.861 0.861 1344 0.481 0.605 1345 0.586 0.317 1346 0.359 0.924 1347 0.390 0.230 1348 0.390 0.863 1349 0.450 0.858 1350 0.140 0.625 1351 0.289 0.542 1352 0.609 0.680 1353 0.120 0.958 1354 0.252 0.872 1355 0.164 0.242 1356 0.849 0.267 1357 0.437 0.222 1358 0.803 0.416 1359 0.073 0.447 1360 0.161 0.375 1361 0.758 0.341 1362 0.152 0.208 1363 0.967 0.947 1364 0.212 0.653 1365 0.169 0.089 1366 0.715 0.532 1367 0.787 0.126 1368 0.137 0.880 1369 0.780 0.624 1370 0.859 0.039 1371 0.378 0.745 1372 0.522 0.229 1373 0.627 0.147 1374 0.759 0.193 1375 0.832 0.559 1376 0.951 0.992 1377 0.855 NA 1378 0.998 0.678 1379 0.742 0.797 1380 0.830 0.393 1381 0.851 0.041 1382 0.770 0.099 1383 0.532 0.997 1384 0.410 0.782 1385 0.368 0.211 1386 0.747 0.928 1387 0.690 0.604 1388 0.991 0.229 1389 0.804 0.710 1390 0.610 0.332 1391 0.560 0.698 1392 0.696 0.991 1393 0.159 0.630 1394 0.699 0.816 1395 0.371 0.976 1396 0.643 0.511 1397 0.831 0.216 1398 0.742 0.769 1399 0.885 0.825 1400 0.840 0.970 1401 0.073 0.818 1402 0.659 0.408 1403 0.334 0.607 1404 0.490 0.694 1405 0.502 0.240 1406 0.020 0.683 1407 0.730 0.731 1408 0.683 0.826 1409 0.134 0.964 1410 0.525 0.091 1411 1.008 0.485 1412 0.195 0.275 1413 0.707 0.841 1414 0.711 0.520 1415 0.919 0.886 1416 0.136 0.813 1417 0.380 0.018 1418 0.478 0.092 1419 0.390 0.207 1420 0.290 0.874 1421 0.737 0.771 1422 0.889 0.183 1423 0.943 0.348 1424 0.835 0.878 1425 0.811 0.043 1426 1.021 0.247 1427 0.331 0.781 1428 1.013 0.227 1429 0.617 0.217 1430 0.934 0.690 1431 0.724 0.888 1432 1.014 0.171 1433 0.474 0.211 1434 0.962 0.529 1435 0.900 0.392 1436 0.150 0.481 1437 0.952 0.767 1438 0.941 0.031 1439 0.433 0.703 1440 0.369 0.105 1441 0.942 0.349 1442 0.652 0.294 1443 0.183 0.740 1444 0.267 0.166 1445 0.257 0.412 1446 0.229 0.231 1447 0.984 0.841 1448 0.389 0.483 1449 0.339 0.504 1450 0.867 0.193 1451 0.299 0.625 1452 0.277 0.909 1453 0.883 0.445 1454 0.062 0.016 1455 0.987 0.259 1456 0.936 0.868 1457 0.856 0.519 1458 0.379 0.865 1459 0.017 0.871 1460 0.408 0.111 1461 0.859 0.393 1462 0.100 0.886 1463 0.713 0.997 1464 0.617 0.019 1465 0.723 0.352 1466 0.013 0.127 1467 0.731 0.783 1468 0.580 0.340 1469 0.067 0.420 1470 0.843 0.899 1471 0.506 0.925 1472 0.596 0.254 1473 0.841 0.417 1474 0.504 0.133 1475 0.130 0.360 1476 0.866 0.223 1477 0.054 0.241 1478 0.888 0.925 1479 0.421 0.265 1480 0.773 0.850 1481 0.481 1.003 1482 0.413 0.083 1483 0.327 0.680 1484 0.137 0.104 1485 0.342 0.110 1486 0.822 0.343 1487 0.426 0.108 1488 0.286 0.374 1489 0.658 0.143 1490 0.988 0.544 1491 0.128 0.029 1492 0.026 0.236 1493 0.387 0.031 1494 0.891 0.944 1495 0.716 0.789 1496 0.152 0.431 1497 0.449 0.783 1498 0.538 0.447 1499 0.623 0.829 1500 0.353 0.581 > all( is.na( predict( testTobit5TwoStep, type = "unconditional" )[ + cbind( t5Dat$ys, !t5Dat$ys )[ t5Samp, ] ] ) ) [1] TRUE > all.equal( predict( testTobit5TwoStep, type = "unconditional" )[ + !t5Dat$ys[ t5Samp ], 1 ], + predict( testTobit5TwoStep, newdata = t5Dat[ t5Samp & !t5Dat$ys, ], + type = "unconditional" )[ , 1 ] ) [1] TRUE > all.equal( predict( testTobit5TwoStep, type = "unconditional" )[ + t5Dat$ys[ t5Samp ], 2 ], + predict( testTobit5TwoStep, newdata = t5Dat[ t5Samp & t5Dat$ys, ], + type = "unconditional" )[ , 2 ] ) [1] TRUE > all.equal( + predict( testTobit5TwoStep, newdata = t5Dat[ , c( "xo1", "xo2" ) ], + type = "unconditional" ), + predict( testTobit5TwoStep, newdata = t5Dat, type = "unconditional" ) ) [1] TRUE > round( predict( testTobit5TwoStep, newdata = t5Dat, type = "conditional" ), 3 ) E[yo1|ys=0] E[yo1|ys=1] E[yo2|ys=0] E[yo2|ys=1] 1 -1.280 0.378 -0.419 0.414 2 -0.716 0.964 -0.610 0.235 3 -0.190 1.300 -0.308 0.441 4 0.127 1.610 0.398 1.144 5 -0.163 1.317 -0.377 0.367 6 -0.492 1.096 0.102 0.900 7 -0.647 0.848 0.035 0.787 8 -1.117 0.467 0.375 1.172 9 0.190 1.669 0.027 0.771 10 -0.027 1.458 0.258 1.005 11 -0.809 0.770 0.111 0.905 12 -0.222 1.368 -0.386 0.413 13 -1.203 0.457 -0.402 0.433 14 -0.547 1.038 -0.583 0.213 15 NA NA NA NA 16 0.055 1.551 0.466 1.218 17 -1.250 0.420 0.021 0.860 18 -0.551 0.930 0.380 1.125 19 -0.293 1.207 0.110 0.864 20 -0.435 1.048 0.518 1.264 21 -1.103 0.490 -0.469 0.331 22 -0.454 1.069 0.043 0.809 23 0.161 1.642 -0.038 0.707 24 -0.416 1.206 0.251 1.066 25 -0.278 1.225 -0.396 0.360 26 -0.259 1.227 0.491 1.238 27 -0.151 1.370 -0.216 0.548 28 -0.821 0.697 0.399 1.162 29 0.072 1.557 0.195 0.942 30 -1.195 0.409 0.200 1.006 31 -1.036 0.532 0.332 1.120 32 -0.742 0.869 0.257 1.067 33 -0.701 0.820 -0.079 0.686 34 -0.194 1.363 -0.251 0.532 35 -0.603 0.906 0.449 1.207 36 -0.399 1.239 -0.458 0.365 37 -0.721 0.837 0.391 1.174 38 -0.507 1.157 -0.522 0.315 39 -0.363 1.189 0.291 1.071 40 -0.218 1.319 0.020 0.793 41 -0.236 1.308 -0.027 0.749 42 -0.647 1.007 -0.611 0.221 43 -0.085 1.398 0.439 1.185 44 -0.669 0.849 -0.301 0.462 45 -0.512 1.026 -0.498 0.275 46 -0.526 1.011 -0.078 0.695 47 -0.300 1.182 0.160 0.905 48 -0.700 0.829 0.008 0.777 49 -1.044 0.525 -0.337 0.451 50 -0.139 1.377 -0.032 0.730 51 -0.262 1.218 -0.300 0.444 52 -0.609 0.931 -0.301 0.473 53 -0.388 1.292 0.098 0.943 54 -0.204 1.276 -0.241 0.503 55 -0.105 1.447 0.042 0.823 56 -0.238 1.247 0.458 1.204 57 -0.062 1.419 -0.141 0.603 58 -0.197 1.309 -0.365 0.392 59 -0.059 1.470 -0.030 0.738 60 -0.271 1.209 0.313 1.057 61 -0.047 1.432 -0.174 0.569 62 -0.988 0.531 0.179 0.942 63 -0.429 1.127 -0.543 0.239 64 -0.903 0.767 -0.233 0.607 65 -0.616 0.864 0.409 1.153 66 -0.496 1.068 -0.260 0.526 67 -0.222 1.280 -0.107 0.648 68 -0.216 1.296 0.222 0.982 69 -0.354 1.166 -0.434 0.331 70 -1.247 0.365 -0.116 0.694 71 -0.341 1.163 -0.262 0.494 72 -0.521 1.105 -0.384 0.434 73 -0.780 0.707 0.310 1.058 74 -0.293 1.309 -0.153 0.652 75 -0.576 1.017 -0.224 0.577 76 -0.095 1.385 -0.109 0.635 77 -1.123 0.484 NA NA 78 0.048 1.530 -0.026 0.719 79 -0.451 1.029 0.061 0.805 80 -0.452 1.078 0.363 1.132 81 -0.714 0.809 0.430 1.196 82 -0.607 0.960 -0.142 0.646 83 0.040 1.522 0.263 1.008 84 -0.587 0.898 -0.230 0.516 85 0.111 1.600 -0.210 0.539 86 -1.116 0.529 -0.044 0.784 87 -0.474 1.137 -0.588 0.222 88 -0.950 0.577 0.246 1.014 89 -0.392 1.088 -0.080 0.664 90 -0.153 1.369 0.160 0.925 91 -0.796 0.792 0.281 1.079 92 -1.125 0.475 -0.302 0.502 93 -0.054 1.439 0.139 0.890 94 -0.827 0.774 -0.294 0.511 95 -0.648 0.888 -0.119 0.653 96 -0.571 1.041 -0.295 0.516 97 -0.989 0.660 -0.549 0.281 98 0.002 1.483 0.078 0.822 99 -0.950 0.590 0.433 1.207 100 -0.622 0.858 -0.049 0.695 101 -0.783 0.705 -0.193 0.556 102 -0.033 1.474 -0.202 0.555 103 -0.503 1.112 0.180 0.991 104 NA NA NA NA 105 -0.354 1.138 0.352 1.102 106 -1.041 0.548 0.306 1.104 107 -0.803 0.847 -0.037 0.793 108 -1.183 0.395 0.137 0.930 109 -0.853 0.782 0.259 1.081 110 -0.433 1.138 -0.229 0.560 111 -0.379 1.190 -0.326 0.463 112 -0.876 0.674 0.426 1.205 113 -0.307 1.248 0.362 1.144 114 -0.871 0.750 0.311 1.125 115 -0.858 0.652 0.410 1.169 116 -1.032 0.574 0.112 0.919 117 -0.279 1.201 0.244 0.988 118 -0.518 1.041 0.271 1.055 119 -1.080 0.564 0.339 1.165 120 0.015 1.511 0.344 1.096 121 -0.364 1.172 0.006 0.778 122 -0.853 0.731 -0.226 0.570 123 0.052 1.541 -0.053 0.695 124 -0.261 1.235 -0.445 0.307 125 -0.001 1.498 0.150 0.904 126 -0.779 0.742 -0.174 0.590 127 -0.736 0.749 -0.354 0.393 128 -1.159 0.509 -0.607 0.232 129 -0.557 0.975 -0.420 0.350 130 -0.391 1.194 -0.165 0.632 131 -0.718 0.770 -0.255 0.493 132 -0.349 1.287 -0.063 0.759 133 0.138 1.618 0.192 0.936 134 -0.605 0.935 0.365 1.140 135 -0.329 1.188 -0.358 0.405 136 -0.255 1.240 0.548 1.300 137 -0.446 1.034 -0.055 0.688 138 -0.758 0.866 0.108 0.924 139 -0.049 1.464 -0.002 0.759 140 NA NA -0.309 0.482 141 -0.733 0.753 0.457 1.204 142 -0.489 1.004 0.210 0.960 143 -0.369 1.218 -0.007 0.790 144 -0.397 1.153 0.421 1.199 145 -0.799 0.731 0.241 1.010 146 -0.422 1.206 -0.597 0.221 147 -0.371 1.281 -0.575 0.255 148 -0.770 0.797 -0.204 0.583 149 -0.177 1.344 -0.364 0.400 150 -1.117 0.464 -0.214 0.581 151 -0.599 0.881 -0.031 0.713 152 -0.708 0.920 -0.451 0.368 153 -0.540 0.990 -0.201 0.568 154 -0.107 1.374 0.510 1.254 155 -0.525 1.101 -0.248 0.569 156 -0.622 0.953 0.038 0.830 157 -0.356 1.161 0.324 1.087 158 -0.832 0.718 -0.308 0.471 159 -0.348 1.232 0.344 1.138 160 -0.060 1.419 -0.252 0.491 161 -0.826 0.699 0.095 0.862 162 -0.205 1.315 0.119 0.884 163 -0.484 1.073 -0.084 0.699 164 -0.305 1.192 -0.443 0.310 165 -0.657 0.916 -0.102 0.689 166 -0.588 1.066 -0.584 0.248 167 -0.635 0.873 -0.235 0.523 168 -0.524 1.000 0.342 1.108 169 0.162 1.649 0.410 1.157 170 -1.018 0.530 -0.206 0.573 171 -0.551 0.929 0.053 0.797 172 -0.429 1.208 0.201 1.024 173 -0.335 1.157 0.349 1.099 174 -0.432 1.077 -0.275 0.484 175 -0.749 0.833 -0.586 0.209 176 -0.802 0.839 -0.080 0.745 177 -0.683 0.986 -0.435 0.404 178 -0.882 0.611 -0.201 0.550 179 -1.044 0.497 0.333 1.108 180 -0.595 0.885 -0.180 0.564 181 0.024 1.504 -0.183 0.561 182 -0.611 0.982 0.255 1.056 183 -0.874 0.714 0.235 1.033 184 -0.612 0.868 -0.147 0.597 185 -0.243 1.239 -0.369 0.377 186 -0.608 0.880 -0.382 0.366 187 -0.192 1.326 -0.299 0.464 188 -1.164 0.516 -0.355 0.490 189 -0.750 0.816 -0.276 0.511 190 -0.828 0.667 0.112 0.864 191 -0.953 0.625 -0.540 0.254 192 -0.678 0.965 0.201 1.027 193 -0.185 1.362 0.031 0.809 194 -0.427 1.174 -0.340 0.465 195 -0.765 0.742 -0.199 0.559 196 -0.412 1.148 0.228 1.012 197 -0.057 1.432 -0.148 0.601 198 -0.797 0.823 -0.476 0.338 199 -0.933 0.688 -0.260 0.555 200 -0.784 0.716 -0.332 0.422 201 0.024 1.517 0.439 1.190 202 -0.724 0.815 -0.017 0.757 203 -0.462 1.018 0.601 1.345 204 -0.696 0.787 0.205 0.950 205 -0.494 1.046 -0.148 0.626 206 -0.793 0.876 0.263 1.102 207 -0.691 0.805 0.016 0.768 208 -0.468 1.034 0.081 0.835 209 -1.004 0.533 -0.143 0.630 210 -0.356 1.162 -0.420 0.343 211 -0.488 1.145 0.090 0.910 212 -0.629 0.912 -0.396 0.378 213 -0.214 1.323 0.300 1.073 214 -0.748 0.889 -0.372 0.451 215 -0.377 1.165 0.464 1.239 216 -0.486 0.995 -0.241 0.503 217 0.081 1.574 -0.230 0.520 218 -1.077 0.463 -0.402 0.372 219 -0.948 0.660 -0.633 0.175 220 -0.413 1.070 -0.043 0.703 221 -0.482 1.045 -0.413 0.354 222 -0.502 1.078 -0.587 0.207 223 -1.339 0.320 -0.422 0.413 224 -0.913 0.704 0.313 1.126 225 -0.820 0.689 0.443 1.202 226 -0.337 1.163 -0.399 0.355 227 -1.312 0.334 0.052 0.879 228 0.011 1.491 0.225 0.969 229 NA NA 0.201 0.946 230 -0.530 1.115 -0.511 0.316 231 0.114 1.601 -0.182 0.566 232 -1.238 0.383 -0.025 0.790 233 -0.711 0.848 0.351 1.134 234 -0.401 1.145 -0.217 0.560 235 -0.272 1.208 -0.280 0.464 236 -0.245 1.251 -0.024 0.728 237 -0.832 0.807 -0.363 0.461 238 -0.597 0.888 0.042 0.788 239 -0.764 0.752 0.503 1.265 240 -0.989 0.606 -0.248 0.554 241 -0.333 1.173 -0.256 0.502 242 -0.485 1.001 -0.160 0.587 243 -0.229 1.343 -0.390 0.400 244 -0.122 1.381 -0.013 0.743 245 -0.254 1.248 -0.055 0.700 246 -1.286 0.374 -0.624 0.211 247 -0.237 1.345 -0.078 0.717 248 -0.686 0.846 -0.333 0.437 249 -1.121 0.449 -0.380 0.409 250 -0.180 1.325 -0.323 0.433 251 -0.614 0.971 -0.434 0.362 252 -0.095 1.389 0.430 1.176 253 -0.688 0.906 -0.409 0.392 254 -0.400 1.081 0.217 0.962 255 0.147 1.632 0.585 1.332 256 -0.736 0.938 -0.133 0.708 257 -0.528 1.128 -0.311 0.522 258 -0.133 1.347 0.002 0.746 259 -0.438 1.098 0.429 1.201 260 0.251 1.731 0.109 0.853 261 -0.730 0.778 0.514 1.272 262 -0.453 1.031 0.363 1.110 263 -0.216 1.326 0.194 0.969 264 -0.402 1.189 0.096 0.896 265 -0.160 1.320 0.156 0.900 266 -0.190 1.327 -0.439 0.323 267 -0.700 0.812 0.103 0.863 268 -0.790 0.836 -0.308 0.509 269 -0.785 0.712 0.098 0.851 270 -0.796 0.857 -0.296 0.535 271 -0.833 0.847 0.097 0.941 272 -0.129 1.423 -0.122 0.658 273 -1.077 0.588 -0.199 0.638 274 -0.783 0.778 0.082 0.866 275 -1.147 0.419 0.146 0.933 276 -1.055 0.616 0.312 1.152 277 -0.550 0.953 -0.377 0.378 278 -0.846 0.749 -0.399 0.403 279 -0.714 0.887 -0.590 0.215 280 -0.218 1.277 -0.455 0.296 281 -0.445 1.074 0.073 0.837 282 -0.678 0.865 0.056 0.831 283 -1.061 0.500 0.282 1.066 284 -0.185 1.396 -0.370 0.425 285 -0.708 0.774 0.349 1.094 286 -0.642 0.864 -0.042 0.715 287 -1.155 0.524 -0.479 0.365 288 -0.364 1.153 -0.105 0.657 289 -0.656 0.998 -0.676 0.156 290 -0.016 1.464 0.465 1.209 291 -0.681 0.866 -0.494 0.283 292 -1.165 0.415 -0.052 0.742 293 -0.548 0.978 -0.496 0.271 294 -0.272 1.210 0.090 0.835 295 -0.368 1.119 0.524 1.272 296 -0.653 0.827 0.051 0.794 297 -0.501 1.027 0.181 0.949 298 -0.903 0.599 -0.330 0.425 299 -0.430 1.088 -0.085 0.678 300 -0.418 1.171 0.115 0.914 301 -0.409 1.125 -0.424 0.346 302 -0.160 1.348 0.231 0.990 303 -0.327 1.246 -0.256 0.535 304 -0.421 1.126 -0.534 0.244 305 -1.173 0.405 -0.060 0.733 306 0.021 1.505 -0.174 0.572 307 -1.166 0.507 -0.548 0.292 308 -0.572 0.931 -0.418 0.337 309 -0.663 0.899 0.284 1.069 310 -0.373 1.109 0.344 1.089 311 -0.207 1.347 -0.358 0.423 312 -0.759 0.726 0.323 1.070 313 -0.469 1.033 -0.223 0.532 314 -0.196 1.334 0.292 1.061 315 -0.901 0.645 0.306 1.083 316 -1.327 0.331 -0.576 0.257 317 -0.300 1.185 -0.048 0.698 318 -0.287 1.257 0.040 0.816 319 -0.089 1.405 -0.379 0.372 320 -0.267 1.282 0.279 1.058 321 -0.325 1.291 -0.017 0.795 322 -0.353 1.174 -0.094 0.673 323 -0.347 1.151 -0.211 0.542 324 -0.457 1.023 -0.123 0.621 325 -0.114 1.420 -0.136 0.635 326 -0.103 1.422 0.323 1.090 327 -0.636 0.868 -0.339 0.417 328 -0.342 1.153 0.100 0.851 329 -0.557 0.982 0.039 0.812 330 -0.437 1.210 0.124 0.953 331 -0.555 0.937 -0.439 0.311 332 -0.496 0.983 -0.038 0.705 333 -0.907 0.710 -0.619 0.195 334 -0.239 1.241 -0.364 0.380 335 -0.175 1.375 0.366 1.145 336 -0.883 0.792 -0.040 0.802 337 -1.053 0.492 0.201 0.978 338 -0.812 0.774 -0.555 0.242 339 -0.156 1.327 0.039 0.785 340 -0.074 1.425 -0.415 0.339 341 -0.411 1.167 0.011 0.804 342 -0.486 1.141 -0.583 0.235 343 -0.730 0.778 -0.111 0.647 344 -0.415 1.079 0.234 0.985 345 -0.944 0.733 0.237 1.080 346 -0.731 0.752 0.084 0.829 347 -0.749 0.924 -0.225 0.616 348 -1.098 0.464 0.091 0.876 349 -0.899 0.653 -0.159 0.621 350 0.050 1.535 -0.305 0.441 351 -0.612 0.871 0.473 1.218 352 -0.599 0.998 0.273 1.075 353 -0.349 1.254 0.241 1.046 354 -0.126 1.362 -0.253 0.496 355 -0.944 0.638 -0.140 0.656 356 -0.327 1.170 0.197 0.949 357 -0.565 0.929 0.314 1.065 358 -1.140 0.504 0.197 1.024 359 -1.140 0.516 -0.243 0.589 360 -0.302 1.218 -0.134 0.631 361 -0.660 0.841 0.184 0.938 362 -0.961 0.550 0.143 0.902 363 -0.097 1.388 -0.176 0.570 364 -0.213 1.275 -0.224 0.523 365 -0.806 0.812 -0.031 0.782 366 -0.940 0.563 0.275 1.031 367 -0.219 1.332 -0.292 0.488 368 -0.866 0.654 0.261 1.025 369 -0.491 0.990 0.040 0.784 370 -0.456 1.186 0.115 0.941 371 -0.886 0.607 -0.124 0.626 372 -0.297 1.285 -0.076 0.719 373 -0.766 0.726 0.557 1.307 374 -0.501 1.141 -0.221 0.605 375 0.090 1.576 0.138 0.885 376 -0.103 1.421 -0.346 0.420 377 -0.395 1.213 -0.283 0.525 378 -0.494 1.008 -0.226 0.530 379 -0.085 1.440 0.375 1.141 380 -0.516 0.977 -0.340 0.410 381 -0.997 0.679 -0.223 0.620 382 -0.880 0.638 0.494 1.257 383 -0.257 1.330 -0.013 0.785 384 -0.847 0.725 -0.370 0.421 385 -1.180 0.466 -0.425 0.403 386 -0.323 1.273 0.045 0.848 387 -0.436 1.191 -0.147 0.671 388 -0.509 0.983 0.025 0.775 389 -0.745 0.776 0.490 1.254 390 -0.260 1.344 0.224 1.031 391 -0.712 0.838 -0.032 0.747 392 -1.356 0.321 0.076 0.919 393 -0.701 0.953 -0.612 0.219 394 -0.943 0.695 -0.203 0.621 395 -1.006 0.539 0.446 1.223 396 -0.669 0.981 -0.147 0.683 397 -0.098 1.398 0.545 1.297 398 -0.028 1.465 -0.238 0.512 399 -0.614 0.970 -0.284 0.512 400 -0.058 1.427 0.104 0.850 401 -0.499 1.026 -0.415 0.352 402 -0.844 0.830 -0.142 0.700 403 -0.383 1.200 -0.042 0.753 404 -0.396 1.156 0.340 1.120 405 -0.836 0.759 -0.321 0.481 406 -0.032 1.448 -0.156 0.588 407 -0.333 1.308 -0.031 0.794 408 -0.258 1.340 0.202 1.006 409 -0.145 1.379 0.029 0.795 410 -1.200 0.442 0.131 0.956 411 -0.977 0.536 0.450 1.210 412 -0.388 1.210 -0.059 0.745 413 -0.911 0.748 -0.180 0.654 414 -0.577 1.021 0.192 0.995 415 -0.889 0.676 -0.143 0.643 416 -0.387 1.265 -0.563 0.267 417 -0.280 1.214 0.320 1.071 418 -1.129 0.537 -0.310 0.527 419 -0.677 0.841 0.253 1.017 420 -0.468 1.024 0.082 0.833 421 -0.076 1.430 0.001 0.757 422 -0.735 0.909 -0.241 0.585 423 -0.375 1.122 0.551 1.303 424 0.079 1.568 -0.356 0.392 425 0.203 1.683 -0.161 0.583 426 -1.187 0.470 -0.299 0.534 427 -0.692 0.930 -0.500 0.315 428 -0.471 1.084 -0.092 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1.034 0.255 1.080 531 -0.084 1.432 0.369 1.131 532 -0.655 0.825 0.222 0.966 533 -1.076 0.484 0.181 0.965 534 -0.701 0.791 -0.155 0.595 535 -0.829 0.777 -0.487 0.320 536 -0.656 0.826 -0.255 0.490 537 -0.644 0.837 -0.178 0.566 538 -0.413 1.074 0.348 1.095 539 -0.242 1.254 -0.463 0.289 540 -0.502 1.008 0.375 1.134 541 -0.449 1.055 -0.315 0.441 542 0.036 1.516 -0.075 0.668 543 -0.676 0.821 -0.241 0.512 544 -0.676 0.860 -0.009 0.763 545 -0.591 1.039 0.280 1.100 546 -0.662 0.831 0.420 1.170 547 -0.590 0.891 0.614 1.358 548 -0.245 1.236 0.193 0.937 549 -0.440 1.052 0.441 1.191 550 -0.043 1.438 -0.339 0.406 551 0.190 1.672 0.375 1.120 552 -0.403 1.083 -0.224 0.524 553 0.214 1.695 -0.049 0.695 554 -0.544 0.958 0.509 1.264 555 -0.293 1.336 -0.629 0.190 556 -1.099 0.503 -0.278 0.528 557 -0.203 1.291 -0.202 0.550 558 -0.650 0.935 -0.125 0.672 559 -0.968 0.592 -0.552 0.233 560 -0.353 1.131 0.469 1.215 561 -0.452 1.032 0.275 1.021 562 -0.292 1.192 0.331 1.077 563 -1.217 0.424 -0.310 0.515 564 -0.605 0.890 0.550 1.302 565 -0.665 0.815 0.124 0.868 566 -0.748 0.732 -0.095 0.649 567 -0.379 1.171 -0.396 0.383 568 -0.389 1.101 -0.255 0.494 569 -0.602 0.895 -0.445 0.308 570 -1.189 0.418 0.007 0.815 571 -1.068 0.525 0.383 1.183 572 -1.021 0.528 -0.101 0.678 573 -0.570 0.913 0.159 0.905 574 -0.238 1.321 0.428 1.211 575 -1.122 0.508 -0.414 0.406 576 -0.324 1.227 -0.356 0.423 577 0.116 1.603 0.412 1.159 578 NA NA NA NA 579 0.214 1.697 0.467 1.212 580 -0.713 0.773 0.315 1.062 581 -1.007 0.598 -0.525 0.282 582 -0.606 0.885 0.420 1.170 583 -0.534 1.095 -0.516 0.303 584 -0.743 0.771 0.378 1.139 585 -0.753 0.812 -0.037 0.749 586 -1.071 0.475 0.058 0.835 587 -0.511 0.989 0.499 1.253 588 -0.664 0.853 -0.056 0.707 589 -0.675 0.839 0.312 1.073 590 -0.299 1.235 -0.316 0.456 591 -0.854 0.663 0.382 1.144 592 -0.283 1.202 0.312 1.059 593 -0.242 1.238 -0.091 0.653 594 -1.008 0.660 0.280 1.118 595 -0.364 1.174 -0.506 0.268 596 -0.844 0.749 0.119 0.919 597 -0.697 0.844 0.319 1.093 598 -0.499 1.073 -0.522 0.269 599 -0.245 1.246 0.274 1.024 600 -0.182 1.313 0.466 1.218 601 -0.570 0.913 0.123 0.869 602 -0.760 0.816 -0.137 0.655 603 -1.188 0.448 0.058 0.880 604 -0.732 0.937 -0.057 0.782 605 -0.792 0.707 0.243 0.997 606 -0.361 1.119 -0.075 0.669 607 -0.620 1.042 -0.519 0.316 608 -0.156 1.355 0.504 1.264 609 -0.686 0.820 0.202 0.959 610 -0.399 1.101 0.400 1.154 611 -0.122 1.421 0.327 1.103 612 -0.662 0.819 -0.191 0.553 613 -0.593 1.008 -0.006 0.798 614 0.019 1.533 0.272 1.033 615 -1.166 0.450 0.364 1.176 616 -0.342 1.164 0.318 1.075 617 -0.848 0.789 0.235 1.058 618 -0.679 0.812 0.170 0.919 619 -0.108 1.442 -0.007 0.773 620 -0.937 0.568 -0.225 0.532 621 -1.189 0.402 -0.576 0.224 622 0.092 1.572 0.629 1.373 623 -0.765 0.887 -0.628 0.203 624 -0.817 0.816 -0.624 0.196 625 -1.069 0.493 0.099 0.884 626 -0.401 1.096 0.481 1.234 627 -0.369 1.288 -0.208 0.624 628 -0.781 0.787 0.026 0.814 629 -0.778 0.778 0.059 0.842 630 -0.402 1.140 0.181 0.957 631 -0.696 0.790 0.479 1.226 632 -0.095 1.438 -0.435 0.336 633 -0.681 0.901 -0.498 0.297 634 -0.981 0.672 -0.472 0.358 635 -0.374 1.107 0.242 0.986 636 -0.179 1.312 0.272 1.021 637 NA NA NA NA 638 -0.442 1.059 -0.036 0.718 639 -0.785 0.696 -0.021 0.724 640 -0.571 1.087 -0.333 0.500 641 -0.866 0.641 0.390 1.148 642 -0.172 1.408 0.016 0.810 643 -1.181 0.412 -0.605 0.196 644 -0.223 1.288 0.488 1.248 645 -0.195 1.294 -0.150 0.598 646 -0.865 0.629 -0.287 0.464 647 -0.076 1.404 0.495 1.239 648 -1.265 0.382 -0.046 0.782 649 -0.941 0.581 -0.270 0.495 650 -0.238 1.314 -0.370 0.410 651 -0.389 1.106 0.218 0.969 652 -1.299 0.372 -0.118 0.722 653 -1.297 0.337 0.264 1.085 654 -1.020 0.573 -0.348 0.453 655 -0.107 1.376 -0.375 0.371 656 -0.848 0.718 0.386 1.173 657 0.092 1.573 0.278 1.022 658 -0.802 0.691 0.212 0.963 659 -0.518 0.972 -0.423 0.326 660 -0.655 0.874 -0.027 0.742 661 -1.017 0.636 -0.659 0.172 662 -1.168 0.440 0.209 1.017 663 -0.553 1.058 -0.392 0.418 664 -0.436 1.132 -0.077 0.712 665 -0.263 1.227 -0.249 0.500 666 -0.003 1.493 0.109 0.861 667 0.179 1.659 0.005 0.749 668 -0.866 0.796 -0.040 0.796 669 -0.291 1.274 -0.275 0.512 670 -1.059 0.497 0.226 1.009 671 0.239 1.720 0.432 1.176 672 -0.619 0.909 -0.189 0.579 673 -0.903 0.615 NA NA 674 -0.666 0.814 0.365 1.109 675 -0.188 1.304 0.369 1.119 676 -0.234 1.251 -0.153 0.594 677 -0.227 1.276 -0.296 0.459 678 -0.695 0.826 -0.196 0.568 679 -0.765 0.801 0.119 0.907 680 -0.693 0.970 -0.457 0.379 681 -1.194 0.392 0.163 0.960 682 0.140 1.632 0.186 0.936 683 -0.815 0.740 -0.144 0.638 684 -0.651 0.832 0.359 1.104 685 -0.421 1.059 0.537 1.281 686 -1.021 0.523 0.412 1.188 687 -0.252 1.338 -0.131 0.668 688 -1.080 0.513 -0.514 0.287 689 -0.446 1.058 0.302 1.058 690 -0.498 0.984 -0.158 0.587 691 -0.997 0.634 -0.393 0.427 692 -0.316 1.164 0.348 1.093 693 -0.841 0.723 0.149 0.936 694 -0.752 0.739 0.066 0.815 695 -0.477 1.024 -0.147 0.607 696 0.083 1.578 0.085 0.836 697 -1.133 0.541 -0.113 0.728 698 -0.611 1.037 -0.050 0.779 699 -0.437 1.134 -0.473 0.317 700 -0.595 0.905 0.065 0.820 701 -0.044 1.440 0.520 1.265 702 -0.193 1.354 0.452 1.229 703 -0.600 0.925 -0.394 0.373 704 -0.712 0.954 -0.558 0.280 705 -0.141 1.343 0.399 1.145 706 -0.463 1.017 -0.306 0.438 707 -0.050 1.431 0.567 1.311 708 -0.601 0.889 0.113 0.862 709 -0.907 0.643 0.240 1.019 710 -0.045 1.472 0.352 1.115 711 -0.447 1.104 -0.266 0.514 712 -1.033 0.564 -0.018 0.784 713 -0.464 1.141 -0.168 0.639 714 -0.458 1.066 -0.054 0.712 715 -0.675 0.981 -0.442 0.390 716 -1.039 0.524 0.126 0.911 717 -0.471 1.098 -0.215 0.573 718 -0.850 0.644 0.039 0.790 719 -0.716 0.814 -0.401 0.368 720 -0.931 0.631 -0.137 0.648 721 -0.706 0.831 -0.096 0.676 722 -0.803 0.808 -0.333 0.477 723 -0.910 0.701 -0.431 0.378 724 -0.315 1.213 -0.369 0.400 725 -0.306 1.178 -0.205 0.541 726 -0.899 0.640 -0.407 0.367 727 -0.483 1.003 0.559 1.306 728 -1.014 0.610 -0.357 0.459 729 -0.119 1.365 0.252 0.998 730 -1.173 0.404 0.158 0.951 731 -0.482 1.134 0.054 0.866 732 -0.960 0.550 0.308 1.066 733 -0.645 0.949 -0.301 0.500 734 -0.574 1.035 0.296 1.104 735 0.225 1.705 -0.348 0.396 736 -1.081 0.558 -0.335 0.488 737 -1.133 0.465 -0.338 0.465 738 -0.594 0.908 -0.109 0.646 739 0.131 1.614 0.079 0.824 740 -0.821 0.664 0.226 0.973 741 -0.192 1.352 -0.348 0.428 742 0.049 1.552 -0.215 0.540 743 -1.193 0.434 -0.414 0.404 744 -0.283 1.205 0.301 1.048 745 -0.799 0.690 0.452 1.200 746 -0.486 1.064 -0.055 0.724 747 -1.157 0.425 -0.023 0.772 748 -0.278 1.224 -0.010 0.745 749 -0.095 1.412 0.005 0.763 750 -0.504 0.987 0.487 1.237 751 -0.743 0.895 0.344 1.168 752 -0.690 0.792 0.489 1.234 753 -1.166 0.425 -0.523 0.276 754 -0.703 0.777 -0.340 0.404 755 -0.791 0.793 -0.111 0.685 756 -1.209 0.421 0.020 0.840 757 -0.436 1.044 -0.258 0.486 758 -0.597 0.988 -0.270 0.526 759 -0.431 1.070 -0.096 0.658 760 -0.436 1.150 -0.514 0.284 761 -0.334 1.146 -0.086 0.657 762 -0.244 1.263 0.477 1.234 763 -0.632 0.882 0.358 1.119 764 -0.436 1.047 -0.349 0.396 765 0.015 1.527 0.095 0.855 766 -0.710 0.805 0.083 0.845 767 -0.130 1.375 0.014 0.770 768 -1.091 0.528 -0.648 0.166 769 0.010 1.516 -0.149 0.608 770 -0.515 0.982 0.071 0.823 771 -0.606 0.901 -0.414 0.344 772 -1.047 0.537 -0.194 0.602 773 -0.780 0.702 -0.105 0.639 774 -0.582 0.994 0.183 0.975 775 -0.132 1.358 -0.105 0.644 776 -0.226 1.376 -0.065 0.741 777 -0.667 0.828 0.478 1.229 778 -0.749 0.831 0.255 1.049 779 -0.154 1.403 -0.256 0.527 780 -0.341 1.198 -0.363 0.411 781 -1.349 0.303 -0.095 0.735 782 -0.880 0.656 -0.113 0.659 783 -0.207 1.287 0.554 1.305 784 -1.215 0.431 -0.537 0.290 785 0.193 1.672 -0.129 0.614 786 -0.881 0.721 -0.352 0.453 787 -0.242 1.264 -0.207 0.550 788 0.100 1.598 -0.032 0.721 789 -0.732 0.753 0.242 0.989 790 -0.112 1.374 -0.099 0.647 791 -0.715 0.862 0.280 1.072 792 -0.206 1.351 0.030 0.812 793 -0.435 1.088 -0.414 0.352 794 -0.607 1.025 -0.339 0.481 795 -0.184 1.392 0.339 1.131 796 -0.516 1.015 0.239 1.009 797 -0.790 0.858 0.218 1.047 798 -0.798 0.815 0.242 1.053 799 -0.538 0.974 0.474 1.234 800 -1.080 0.527 -0.454 0.354 801 -0.401 1.078 0.302 1.045 802 -0.463 1.077 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0.661 1139 0.056 1.562 0.286 1.043 1140 -0.967 0.609 -0.011 0.782 1141 -0.208 1.380 -0.076 0.722 1142 -0.732 0.766 0.422 1.175 1143 -0.599 1.072 -0.500 0.340 1144 -0.110 1.381 0.490 1.240 1145 -0.943 0.677 -0.151 0.663 1146 -0.508 1.002 -0.383 0.376 1147 -0.751 0.895 -0.058 0.769 1148 -1.093 0.461 -0.245 0.536 1149 -0.821 0.733 0.168 0.949 1150 -1.171 0.470 -0.551 0.274 1151 -1.371 0.301 -0.192 0.648 1152 -1.123 0.448 -0.083 0.707 1153 -0.336 1.145 0.451 1.196 1154 -0.505 1.096 0.335 1.141 1155 -0.687 0.846 -0.068 0.703 1156 -0.991 0.574 0.364 1.150 1157 -0.330 1.172 -0.239 0.516 1158 -0.026 1.470 0.238 0.990 1159 -0.535 1.069 -0.019 0.787 1160 -0.840 0.660 0.353 1.107 1161 -0.154 1.373 -0.273 0.495 1162 -0.615 0.868 -0.102 0.643 1163 -0.956 0.609 -0.157 0.630 1164 -1.135 0.469 0.080 0.886 1165 -0.837 0.814 -0.393 0.437 1166 0.026 1.519 0.519 1.270 1167 -0.384 1.148 -0.165 0.605 1168 -0.828 0.800 -0.247 0.571 1169 NA NA NA NA 1170 -0.554 1.008 -0.208 0.578 1171 -1.144 0.473 0.095 0.908 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0.808 1205 -0.420 1.227 -0.511 0.316 1206 -1.217 0.387 -0.413 0.394 1207 -0.691 0.798 -0.341 0.408 1208 -0.161 1.318 0.519 1.263 1209 -0.738 0.770 0.428 1.186 1210 -0.818 0.833 -0.462 0.367 1211 -1.048 0.575 -0.492 0.324 1212 -0.706 0.929 0.311 1.134 1213 -0.210 1.372 -0.145 0.651 1214 -0.822 0.838 -0.277 0.558 1215 -0.648 0.860 -0.210 0.548 1216 -0.525 0.999 0.183 0.949 1217 -1.008 0.589 0.091 0.894 1218 -1.052 0.545 -0.106 0.697 1219 -0.475 1.019 0.203 0.954 1220 -0.545 0.935 0.327 1.071 1221 -0.339 1.148 0.455 1.202 1222 -0.159 1.372 0.466 1.235 1223 -0.201 1.303 0.522 1.279 1224 0.054 1.534 0.409 1.153 1225 -0.263 1.313 0.154 0.947 1226 -0.809 0.838 0.251 1.079 1227 -0.780 0.740 0.003 0.767 1228 -0.284 1.343 0.357 1.175 1229 -0.939 0.655 -0.505 0.296 1230 -0.226 1.281 0.321 1.078 1231 -0.254 1.300 0.011 0.792 1232 -0.332 1.274 -0.636 0.171 1233 -0.273 1.236 0.229 0.988 1234 0.217 1.700 -0.347 0.398 1235 -0.865 0.628 -0.195 0.556 1236 -0.583 0.950 -0.302 0.469 1237 -0.534 1.015 -0.363 0.416 1238 -0.866 0.772 -0.379 0.445 1239 -0.697 0.804 0.099 0.853 1240 -0.808 0.704 0.513 1.273 1241 0.052 1.532 -0.093 0.651 1242 -0.730 0.795 -0.445 0.322 1243 -1.059 0.533 0.078 0.879 1244 -0.104 1.415 0.136 0.900 1245 -0.640 0.883 -0.342 0.424 1246 -1.093 0.494 0.222 1.020 1247 -0.508 0.988 0.421 1.173 1248 -0.683 0.801 0.060 0.806 1249 -0.428 1.102 -0.111 0.658 1250 -0.075 1.412 -0.331 0.416 1251 -0.025 1.474 -0.118 0.636 1252 0.132 1.612 0.165 0.909 1253 -0.817 0.815 -0.632 0.189 1254 -0.760 0.804 -0.273 0.513 1255 -0.812 0.687 0.123 0.876 1256 -0.004 1.492 -0.217 0.535 1257 NA NA 0.400 1.189 1258 -0.124 1.388 -0.299 0.461 1259 -0.894 0.675 -0.086 0.702 1260 -0.003 1.477 0.394 1.138 1261 -0.054 1.475 -0.080 0.689 1262 -0.438 1.166 -0.070 0.736 1263 -1.215 0.430 -0.631 0.196 1264 -0.576 0.904 -0.231 0.513 1265 -0.661 0.823 0.154 0.900 1266 -0.335 1.231 0.324 1.111 1267 -0.957 0.682 0.207 1.030 1268 -1.312 0.340 0.216 1.046 1269 -0.682 0.837 0.359 1.123 1270 -0.271 1.208 0.108 0.852 1271 -1.063 0.504 -0.009 0.779 1272 -0.204 1.281 -0.212 0.535 1273 -0.374 1.106 0.326 1.070 1274 -1.043 0.515 0.354 1.137 1275 -0.529 0.951 -0.231 0.513 1276 -0.312 1.170 0.288 1.033 1277 -1.191 0.472 0.268 1.104 1278 -1.161 0.503 -0.689 0.148 1279 -1.056 0.498 -0.033 0.748 1280 -0.355 1.127 0.052 0.797 1281 -0.966 0.610 0.395 1.187 1282 -0.528 1.112 -0.249 0.576 1283 -0.939 0.650 0.381 1.180 1284 -0.185 1.316 -0.094 0.660 1285 -0.706 0.852 -0.243 0.540 1286 -0.538 1.059 0.226 1.029 1287 -0.519 0.962 0.356 1.100 1288 -0.836 0.728 -0.069 0.718 1289 0.017 1.528 0.034 0.793 1290 -0.572 1.030 0.030 0.836 1291 -0.890 0.668 0.108 0.892 1292 -0.118 1.362 0.371 1.115 1293 -0.645 1.005 0.156 0.985 1294 -0.138 1.345 0.571 1.316 1295 -0.423 1.058 -0.283 0.462 1296 -0.137 1.352 -0.199 0.550 1297 -0.232 1.248 0.454 1.198 1298 -0.319 1.297 -0.117 0.695 1299 -0.789 0.693 0.443 1.188 1300 -0.322 1.176 0.354 1.107 1301 -0.275 1.206 -0.007 0.737 1302 -0.430 1.241 -0.269 0.571 1303 -0.464 1.162 0.278 1.096 1304 -0.137 1.392 -0.119 0.649 1305 -0.696 0.798 -0.050 0.701 1306 -0.380 1.117 0.085 0.837 1307 -0.756 0.724 0.581 1.325 1308 -0.467 1.203 -0.541 0.299 1309 -0.650 0.897 0.071 0.849 1310 -0.779 0.750 0.115 0.883 1311 -0.808 0.766 -0.564 0.227 1312 -0.569 0.971 -0.373 0.402 1313 -0.471 1.056 0.356 1.123 1314 -0.522 1.024 0.401 1.178 1315 -0.650 0.971 0.034 0.850 1316 0.207 1.687 0.562 1.306 1317 -0.665 0.943 -0.434 0.374 1318 -0.867 0.637 -0.248 0.508 1319 -0.859 0.632 0.228 0.977 1320 -0.385 1.137 -0.043 0.723 1321 -1.016 0.531 -0.297 0.481 1322 -0.793 0.698 0.265 1.015 1323 -0.594 0.892 0.079 0.826 1324 -0.845 0.732 0.220 1.013 1325 -0.387 1.274 -0.478 0.357 1326 -0.715 0.805 0.198 0.962 1327 -0.083 1.408 0.259 1.008 1328 -0.085 1.402 -0.095 0.652 1329 -0.765 0.850 -0.198 0.614 1330 -0.177 1.405 0.047 0.842 1331 -0.092 1.427 -0.019 0.744 1332 -0.074 1.407 0.416 1.161 1333 -0.242 1.247 0.006 0.755 1334 -0.034 1.452 -0.329 0.418 1335 -0.090 1.437 0.395 1.162 1336 -0.275 1.232 0.137 0.895 1337 -0.755 0.825 -0.095 0.700 1338 -1.012 0.524 0.345 1.117 1339 -0.253 1.260 0.114 0.875 1340 0.058 1.553 -0.456 0.296 1341 -0.198 1.350 0.225 1.003 1342 -0.163 1.316 0.347 1.091 1343 -0.130 1.382 0.363 1.123 1344 -0.542 0.978 0.090 0.854 1345 -0.614 0.966 -0.286 0.508 1346 -0.973 0.666 0.254 1.078 1347 -1.018 0.659 -0.477 0.366 1348 -0.344 1.136 0.494 1.238 1349 -0.803 0.799 0.229 1.034 1350 -1.091 0.502 0.006 0.806 1351 -0.707 0.806 0.041 0.802 1352 -0.698 0.929 0.023 0.841 1353 -0.796 0.700 0.498 1.250 1354 -0.861 0.686 0.313 1.091 1355 -1.178 0.466 -0.433 0.394 1356 -0.201 1.327 -0.261 0.507 1357 -0.777 0.808 -0.388 0.409 1358 -0.552 1.098 -0.265 0.564 1359 -1.069 0.489 -0.127 0.656 1360 -0.908 0.625 -0.162 0.609 1361 -0.156 1.340 -0.119 0.633 1362 -0.583 0.896 -0.162 0.582 1363 -0.425 1.244 0.247 1.086 1364 -1.034 0.565 0.027 0.831 1365 -0.979 0.581 -0.488 0.296 1366 -0.622 1.019 -0.140 0.685 1367 -0.132 1.364 -0.336 0.417 1368 -1.133 0.477 0.242 1.051 1369 -0.040 1.443 0.212 0.957 1370 -0.331 1.245 -0.559 0.233 1371 -0.923 0.701 0.091 0.908 1372 -0.658 0.914 -0.364 0.426 1373 -0.575 1.005 -0.457 0.337 1374 -0.398 1.165 -0.388 0.398 1375 -0.557 1.111 -0.140 0.698 1376 -0.252 1.329 0.387 1.182 1377 -0.465 1.168 NA NA 1378 -0.350 1.297 0.000 0.828 1379 -0.040 1.441 0.404 1.148 1380 0.024 1.507 -0.012 0.733 1381 -0.403 1.199 -0.590 0.216 1382 -0.284 1.245 -0.431 0.338 1383 -0.314 1.172 0.572 1.319 1384 -0.766 0.804 0.190 0.980 1385 -0.729 0.813 -0.340 0.435 1386 -0.524 1.086 0.289 1.098 1387 -0.243 1.256 0.135 0.888 1388 0.201 1.682 -0.168 0.576 1389 -0.228 1.295 0.192 0.957 1390 -0.286 1.207 -0.118 0.632 1391 -0.572 0.982 0.128 0.910 1392 -0.040 1.440 0.620 1.364 1393 -1.115 0.496 -0.011 0.799 1394 -0.427 1.125 0.250 1.031 1395 -0.815 0.759 0.380 1.171 1396 -0.329 1.179 0.022 0.780 1397 -0.134 1.372 -0.269 0.488 1398 -0.146 1.345 0.323 1.073 1399 -0.022 1.473 0.369 1.120 1400 -0.177 1.342 0.459 1.222 1401 -1.106 0.465 0.226 1.016 1402 -0.674 0.965 -0.262 0.562 1403 -1.044 0.618 -0.086 0.749 1404 -0.864 0.786 0.014 0.843 1405 -0.843 0.802 -0.436 0.390 1406 -0.939 0.566 0.202 0.958 1407 -0.374 1.170 0.176 0.952 1408 -0.121 1.361 0.422 1.167 1409 -0.750 0.741 0.520 1.269 1410 -0.296 1.188 -0.322 0.424 1411 -0.266 1.345 -0.155 0.655 1412 -1.079 0.532 -0.366 0.444 1413 -0.159 1.329 0.406 1.154 1414 -0.110 1.373 0.107 0.853 1415 -0.284 1.297 0.282 1.077 1416 -1.011 0.549 0.236 1.020 1417 -0.765 0.794 -0.557 0.226 1418 -0.837 0.794 -0.569 0.250 1419 -0.471 1.017 -0.226 0.522 1420 -0.926 0.661 0.262 1.060 1421 -0.081 1.402 0.360 1.105 1422 -0.078 1.429 -0.303 0.454 1423 0.002 1.503 -0.125 0.630 1424 -0.233 1.300 0.341 1.112 1425 -0.195 1.321 -0.463 0.299 1426 -0.331 1.317 -0.433 0.396 1427 -1.028 0.624 0.098 0.928 1428 -0.121 1.434 -0.344 0.438 1429 -0.470 1.069 -0.329 0.445 1430 0.160 1.641 0.301 1.045 1431 -0.271 1.242 0.387 1.148 1432 -0.385 1.288 -0.532 0.309 1433 -0.381 1.106 -0.219 0.528 1434 -0.003 1.503 0.044 0.801 1435 -0.414 1.216 -0.269 0.551 1436 -0.708 0.779 0.050 0.797 1437 -0.153 1.392 0.211 0.988 1438 -0.066 1.450 -0.475 0.287 1439 -0.461 1.031 0.254 1.004 1440 -0.839 0.744 -0.502 0.294 1441 -0.196 1.360 -0.223 0.560 1442 -0.735 0.932 -0.403 0.435 1443 -0.659 0.826 0.317 1.063 1444 -0.884 0.677 -0.413 0.372 1445 -0.684 0.817 -0.061 0.694 1446 -1.004 0.590 -0.388 0.413 1447 0.027 1.531 0.359 1.116 1448 -0.360 1.120 0.107 0.851 1449 -0.522 0.965 0.071 0.819 1450 -0.135 1.380 -0.311 0.450 1451 -0.611 0.884 0.168 0.919 1452 -0.843 0.707 0.346 1.125 1453 -0.418 1.206 -0.209 0.608 1454 -1.328 0.340 -0.682 0.156 1455 -0.087 1.448 -0.281 0.491 1456 -0.013 1.489 0.391 1.146 1457 0.106 1.586 0.142 0.886 1458 -0.682 0.849 0.332 1.101 1459 -0.863 0.628 0.428 1.177 1460 -0.837 0.762 -0.515 0.289 1461 -0.292 1.269 -0.186 0.599 1462 -0.982 0.556 0.342 1.115 1463 -0.461 1.108 0.407 1.196 1464 -0.709 0.927 -0.648 0.174 1465 -0.052 1.429 -0.037 0.707 1466 -1.137 0.424 -0.451 0.334 1467 -0.337 1.196 0.246 1.017 1468 -0.731 0.898 -0.320 0.499 1469 -0.824 0.668 -0.028 0.722 1470 0.022 1.505 0.486 1.232 1471 -0.457 1.049 0.441 1.198 1472 -0.596 0.981 -0.346 0.447 1473 -0.012 1.474 -0.012 0.735 1474 -0.812 0.819 -0.528 0.291 1475 -1.095 0.495 -0.256 0.543 1476 -0.403 1.207 -0.415 0.394 1477 -0.828 0.663 -0.202 0.547 1478 -0.185 1.350 0.386 1.157 1479 -0.530 0.973 -0.213 0.543 1480 -0.524 1.098 0.197 1.013 1481 -0.615 0.927 0.452 1.227 1482 -0.896 0.732 -0.575 0.243 1483 -1.076 0.599 -0.026 0.816 1484 -0.921 0.609 -0.428 0.341 1485 -0.689 0.833 -0.409 0.357 1486 0.021 1.503 -0.059 0.685 1487 -0.350 1.130 -0.283 0.461 1488 -1.122 0.556 -0.334 0.509 1489 -0.568 1.022 -0.473 0.326 1490 -0.296 1.320 -0.102 0.711 1491 -1.147 0.465 -0.612 0.198 1492 -1.092 0.457 -0.326 0.453 1493 -0.903 0.716 -0.618 0.196 1494 -0.246 1.310 0.372 1.155 1495 -0.157 1.332 0.350 1.099 1496 -0.702 0.785 0.002 0.749 1497 -0.452 1.042 0.330 1.081 1498 -0.549 0.990 -0.100 0.673 1499 -0.236 1.252 0.397 1.145 1500 -0.669 0.851 0.068 0.832 > all( is.na( predict( testTobit5TwoStep, type = "conditional" )[ + cbind( t5Dat$ys, t5Dat$ys, !t5Dat$ys, !t5Dat$ys )[ t5Samp, ] ] ) ) [1] TRUE > all.equal( predict( testTobit5TwoStep, type = "conditional" )[ + !t5Dat$ys[ t5Samp ], 1 ], + predict( testTobit5TwoStep, newdata = t5Dat[ t5Samp & !t5Dat$ys, ], + type = "conditional" )[ , 1 ] ) [1] TRUE > all.equal( predict( testTobit5TwoStep, type = "conditional" )[ + t5Dat$ys[ t5Samp ], 4 ], + predict( testTobit5TwoStep, newdata = t5Dat[ t5Samp & t5Dat$ys, ], + type = "conditional" )[ , 4 ] ) [1] TRUE > all.equal( + rowSums( predict( testTobit5TwoStep, type = "conditional" )[ , c(1,4)], na.rm = TRUE ), + fitted( testTobit5TwoStep ), check.attributes = FALSE ) [1] TRUE > all.equal( + predict( testTobit5TwoStep, newdata = t5Dat[ , c( "xs", "xo1", "xo2" ) ], + type = "conditional" ), + predict( testTobit5TwoStep, newdata = t5Dat, type = "conditional" ) ) [1] TRUE > mmoTestTobit5TwoStep <- model.matrix( testTobit5TwoStep, part = "outcome" ) > print( mmoTestTobit5TwoStep ) [[1]] XO1(Intercept) XO1xo1 XO1invMillsRatio 1 NA NA NA 2 NA NA NA 3 NA NA NA 4 NA NA NA 5 1 0.588963 0.835 6 NA NA NA 7 NA NA NA 8 NA NA NA 9 NA NA NA 10 1 0.787196 0.906 11 NA NA NA 12 1 0.972414 1.320 13 NA NA NA 14 NA NA NA 16 NA NA NA 17 NA NA NA 18 1 0.228383 0.856 19 NA NA NA 20 1 0.366665 0.883 21 NA NA NA 23 1 0.926547 0.857 24 NA NA NA 25 NA NA NA 26 NA NA NA 27 NA NA NA 28 NA NA NA 29 NA NA NA 30 NA NA NA 31 NA NA NA 32 NA NA NA 33 1 0.309324 1.107 34 1 0.916819 1.229 35 1 0.356571 1.052 36 NA NA NA 37 NA NA NA 38 NA NA NA 39 NA NA NA 40 NA NA NA 41 NA NA NA 42 NA NA NA 43 1 0.710824 0.884 44 NA NA NA 45 NA NA NA 46 1 0.534891 1.166 47 1 0.483017 0.865 48 NA NA NA 49 1 0.116260 1.264 50 1 0.840601 1.086 51 NA NA NA 52 1 0.462248 1.176 53 NA NA NA 54 NA NA NA 55 NA NA NA 56 NA NA NA 57 NA NA NA 58 NA NA NA 59 NA NA NA 60 NA NA NA 61 1 0.667671 0.796 62 1 0.020494 1.098 63 NA NA NA 64 NA NA NA 65 1 0.113761 0.799 66 NA NA NA 67 NA NA NA 68 NA NA NA 69 1 0.645549 1.102 70 NA NA NA 71 NA NA NA 72 NA NA NA 73 1 0.067077 0.925 74 1 0.930361 1.350 75 1 0.634161 1.330 76 NA NA NA 78 1 0.829984 0.872 79 NA NA NA 80 NA NA NA 81 NA NA NA 82 NA NA NA 83 1 0.822821 0.873 84 NA NA NA 85 NA NA NA 86 NA NA NA 87 NA NA NA 88 NA NA NA 89 NA NA NA 90 1 0.849496 1.111 91 NA NA NA 92 NA NA NA 93 1 0.816641 0.968 94 NA NA NA 95 NA NA NA 96 1 0.681192 1.376 97 NA NA NA 98 NA NA NA 99 NA NA NA 100 NA NA NA 101 NA NA NA 102 NA NA NA 103 NA NA NA 105 1 0.519636 0.964 106 NA NA NA 107 NA NA NA 108 NA NA NA 109 NA NA NA 110 NA NA NA 111 1 0.768495 1.265 112 NA NA NA 113 NA NA NA 114 NA NA NA 115 1 0.111831 1.059 116 NA NA NA 117 NA NA NA 118 NA NA NA 119 NA NA NA 120 1 0.906493 0.993 121 1 0.688954 1.161 122 NA NA NA 123 NA NA NA 124 1 0.632697 0.988 125 1 0.900051 1.002 126 NA NA NA 127 NA NA NA 128 NA NA NA 129 NA NA NA 130 1 0.795617 1.308 131 NA NA NA 132 NA NA NA 133 NA NA NA 134 NA NA NA 135 1 0.657443 1.089 136 1 0.632654 0.981 137 NA NA NA 138 NA NA NA 139 NA NA NA 140 NA NA NA 141 NA NA NA 142 1 0.388746 0.965 143 1 0.820705 1.312 144 1 0.697603 1.206 145 1 0.243730 1.140 146 NA NA NA 147 NA NA NA 148 NA NA NA 149 1 0.820755 1.104 150 NA NA NA 151 NA NA NA 152 1 0.580575 1.413 153 1 0.495721 1.138 154 NA NA NA 155 NA NA NA 156 NA NA NA 157 NA NA NA 158 1 0.272615 1.207 159 NA NA NA 160 NA NA NA 161 1 0.202298 1.124 162 NA NA NA 163 1 0.634375 1.231 164 NA NA NA 165 NA NA NA 166 1 0.749397 1.470 167 NA NA NA 168 1 0.494405 1.120 169 NA NA NA 170 NA NA NA 171 1 0.204142 0.829 172 NA NA NA 173 NA NA NA 174 NA NA NA 175 NA NA NA 176 1 0.515132 1.442 177 NA NA NA 178 NA NA NA 179 NA NA NA 180 NA NA NA 181 1 0.770836 0.833 182 NA NA NA 183 1 0.328624 1.314 184 NA NA NA 185 1 0.545318 0.873 186 1 0.236158 0.925 187 1 0.795837 1.093 188 NA NA NA 189 NA NA NA 190 NA NA NA 191 NA NA NA 192 NA NA NA 193 NA NA NA 194 1 0.799020 1.351 195 NA NA NA 196 NA NA NA 197 NA NA NA 198 NA NA NA 199 1 0.345069 1.396 200 NA NA NA 201 NA NA NA 202 NA NA NA 203 1 0.302683 0.842 204 NA NA NA 205 NA NA NA 206 NA NA NA 207 1 0.205784 0.981 208 NA NA NA 209 NA NA NA 210 NA NA NA 211 1 0.805046 1.422 212 1 0.444929 1.178 213 NA NA NA 214 NA NA NA 215 NA NA NA 216 1 0.273154 0.834 217 1 0.946393 0.965 218 NA NA NA 219 1 0.301805 1.364 220 NA NA NA 221 NA NA NA 222 1 0.674851 1.295 223 NA NA NA 224 NA NA NA 225 1 0.144678 1.053 226 1 0.578039 1.010 227 NA NA NA 228 1 0.753271 0.828 230 NA NA NA 231 NA NA NA 232 NA NA NA 233 1 0.415334 1.234 234 NA NA NA 235 1 0.485945 0.838 236 1 0.643130 0.982 237 NA NA NA 238 NA NA NA 239 1 0.230843 1.088 240 NA NA NA 241 NA NA NA 242 1 0.342464 0.910 243 1 0.921571 1.272 244 1 0.802154 1.025 245 1 0.667262 1.019 246 NA NA NA 247 NA NA NA 248 NA NA NA 249 1 0.043470 1.266 250 NA NA NA 251 1 0.576823 1.308 252 1 0.709146 0.893 253 NA NA NA 254 1 0.368503 0.847 255 1 0.952768 0.900 256 NA NA NA 257 NA NA NA 258 1 0.617959 0.834 259 NA NA NA 260 NA NA NA 261 NA NA NA 262 NA NA NA 263 NA NA NA 264 NA NA NA 265 NA NA NA 266 1 0.793930 1.089 267 1 0.274666 1.067 268 1 0.495375 1.407 269 1 0.124733 0.994 270 NA NA NA 271 NA NA NA 272 1 0.967612 1.215 273 NA NA NA 274 NA NA NA 275 NA NA NA 276 NA NA NA 277 1 0.384588 1.026 278 NA NA NA 279 NA NA NA 280 1 0.671042 0.984 281 NA NA NA 282 NA NA NA 283 NA NA NA 284 NA NA NA 285 1 0.080111 0.861 286 1 0.307940 1.042 287 NA NA NA 288 NA NA NA 289 NA NA NA 290 1 0.737398 0.839 291 NA NA NA 292 NA NA NA 293 NA NA NA 294 1 0.514097 0.870 295 NA NA NA 296 NA NA NA 297 1 0.528507 1.132 298 NA NA NA 299 NA NA NA 300 NA NA NA 301 1 0.636560 1.152 302 1 0.788518 1.051 303 NA NA NA 304 1 0.665953 1.197 305 1 0.012943 1.289 306 1 0.818728 0.889 307 NA NA NA 308 NA NA NA 309 NA NA NA 310 NA NA NA 311 NA NA NA 312 1 0.073243 0.909 313 1 0.458564 1.021 314 1 0.834453 1.140 315 NA NA NA 316 NA NA NA 317 NA NA NA 318 NA NA NA 319 NA NA NA 320 NA NA NA 321 1 0.930674 1.385 322 NA NA NA 323 NA NA NA 324 NA NA NA 325 1 0.928340 1.155 326 1 0.911079 1.125 327 NA NA NA 328 NA NA NA 329 NA NA NA 330 NA NA NA 331 1 0.321685 0.963 332 NA NA NA 333 1 0.363519 1.389 334 NA NA NA 335 1 0.917303 1.209 336 1 0.499373 1.512 337 1 0.040593 1.190 338 1 0.385415 1.311 339 NA NA NA 340 1 0.832474 1.007 341 NA NA NA 342 NA NA NA 343 1 0.229428 1.049 344 NA NA NA 345 NA NA NA 346 NA NA NA 347 NA NA NA 348 NA NA NA 349 NA NA NA 350 NA NA NA 351 NA NA NA 352 NA NA NA 353 NA NA NA 354 1 0.717309 0.936 355 NA NA NA 356 1 0.568893 0.989 357 1 0.322076 0.973 358 NA NA NA 359 NA NA NA 360 1 0.697085 1.104 361 NA NA NA 362 NA NA NA 363 NA NA NA 364 NA NA NA 365 NA NA NA 366 1 0.002753 1.027 367 NA NA NA 368 NA NA NA 369 NA NA NA 370 NA NA NA 371 NA NA NA 372 NA NA NA 373 1 0.111124 0.958 374 1 0.811536 1.444 375 1 0.902822 0.907 376 1 0.902709 1.115 377 NA NA NA 378 1 0.436044 1.023 379 NA NA NA 380 NA NA NA 381 NA NA NA 382 NA NA NA 383 1 0.931533 1.313 384 1 0.318507 1.275 385 NA NA NA 386 1 0.888139 1.337 387 NA NA NA 388 NA NA NA 389 1 0.264404 1.104 390 1 0.967111 1.355 391 NA NA NA 392 NA NA NA 393 NA NA NA 394 NA NA NA 395 NA NA NA 396 NA NA NA 397 NA NA NA 398 1 0.838546 0.963 399 1 0.574850 1.306 400 1 0.750716 0.899 401 1 0.523398 1.125 402 1 0.536927 1.511 403 NA NA NA 404 NA NA NA 405 NA NA NA 406 NA NA NA 407 NA NA NA 408 NA NA NA 409 NA NA NA 410 NA NA NA 411 NA NA NA 412 1 0.829292 1.341 413 NA NA NA 414 1 0.642719 1.340 415 1 0.256758 1.251 416 NA NA NA 417 1 0.600356 0.973 418 NA NA NA 419 1 0.322561 1.095 420 NA NA NA 421 1 0.859641 1.038 422 NA NA NA 423 NA NA NA 424 NA NA NA 425 NA NA NA 426 NA NA NA 427 NA NA NA 428 NA NA NA 429 NA NA NA 430 NA NA NA 431 NA NA NA 432 NA NA NA 433 1 0.835756 0.819 434 NA NA NA 435 1 0.649795 0.808 436 NA NA NA 437 1 0.399233 0.909 438 NA NA NA 439 NA NA NA 440 NA NA NA 441 NA NA NA 442 1 0.131803 0.845 443 NA NA NA 444 1 0.206156 1.077 445 1 0.226718 0.835 446 1 0.580869 0.860 447 NA NA NA 448 NA NA NA 449 NA NA NA 450 1 0.464044 0.823 451 1 0.282159 1.225 452 NA NA NA 453 1 0.571304 0.869 454 1 0.328066 1.041 455 1 0.144894 0.880 456 1 0.662793 0.992 457 NA NA NA 458 NA NA NA 459 NA NA NA 460 NA NA NA 461 1 0.572043 1.357 462 NA NA NA 463 1 0.786566 1.145 464 1 0.033792 1.122 465 NA NA NA 466 NA NA NA 467 NA NA NA 468 NA NA NA 469 NA NA NA 470 1 0.259308 1.153 471 NA NA NA 472 NA NA NA 473 NA NA NA 474 NA NA NA 475 NA NA NA 476 NA NA NA 477 NA NA NA 478 NA NA NA 479 NA NA NA 480 NA NA NA 481 1 0.364996 1.257 482 NA NA NA 483 NA NA NA 484 NA NA NA 485 NA NA NA 486 NA NA NA 487 NA NA NA 488 NA NA NA 489 NA NA NA 490 NA NA NA 491 1 0.328725 1.385 492 1 0.769224 0.851 493 NA NA NA 494 1 0.975466 0.806 495 NA NA NA 496 NA NA NA 497 1 0.115629 0.944 498 NA NA NA 499 NA NA NA 500 NA NA NA 501 NA NA NA 502 NA NA NA 503 NA NA NA 504 1 0.625107 0.985 505 1 0.947304 0.924 506 NA NA NA 507 NA NA NA 508 NA NA NA 509 1 0.181892 1.143 510 NA NA NA 511 NA NA NA 512 NA NA NA 513 NA NA NA 514 NA NA NA 515 1 0.418003 1.387 516 NA NA NA 517 NA NA NA 518 NA NA NA 519 NA NA NA 520 1 0.691414 0.931 521 NA NA NA 522 NA NA NA 523 NA NA NA 524 1 0.456014 1.117 525 NA NA NA 526 NA NA NA 527 NA NA NA 528 NA NA NA 529 NA NA NA 530 NA NA NA 531 1 0.892279 1.083 532 NA NA NA 533 NA NA NA 534 NA NA NA 535 NA NA NA 536 NA NA NA 537 NA NA NA 538 1 0.426128 0.925 539 NA NA NA 540 1 0.460969 1.059 541 NA NA NA 542 1 0.747083 0.793 543 NA NA NA 544 NA NA NA 545 NA NA NA 546 NA NA NA 547 1 0.187652 0.853 548 NA NA NA 549 NA NA NA 550 NA NA NA 551 1 0.966095 0.869 552 1 0.427281 0.915 553 1 0.960430 0.837 554 NA NA NA 555 NA NA NA 556 1 0.142809 1.353 557 NA NA NA 558 NA NA NA 559 1 0.167888 1.238 560 NA NA NA 561 NA NA NA 562 NA NA NA 563 1 0.108580 1.442 564 1 0.294022 0.987 565 NA NA NA 566 1 0.006238 0.824 567 NA NA NA 568 1 0.474890 0.953 569 1 0.306307 0.997 570 1 0.064072 1.363 571 NA NA NA 572 NA NA NA 574 1 0.878655 1.234 575 NA NA NA 576 NA NA NA 577 NA NA NA 579 NA NA NA 580 1 0.120934 0.911 581 NA NA NA 582 NA NA NA 583 NA NA NA 584 NA NA NA 585 1 0.390550 1.252 586 NA NA NA 587 1 0.407378 1.010 588 NA NA NA 589 NA NA NA 590 NA NA NA 591 1 0.143170 1.088 592 NA NA NA 593 1 0.513764 0.837 594 1 0.364494 1.498 595 1 0.696760 1.170 596 NA NA NA 598 1 0.659130 1.274 600 NA NA NA 601 NA NA NA 602 NA NA NA 603 NA NA NA 604 NA NA NA 605 NA NA NA 606 NA NA NA 607 NA NA NA 608 NA NA NA 609 NA NA NA 610 NA NA NA 611 1 0.946487 1.183 612 NA NA NA 613 NA NA NA 614 NA NA NA 615 NA NA NA 616 NA NA NA 617 NA NA NA 618 NA NA NA 619 1 0.982482 1.209 620 1 0.017875 1.040 621 NA NA NA 622 1 0.806554 0.799 623 NA NA NA 624 NA NA NA 625 1 0.072665 1.242 626 1 0.497975 0.990 627 NA NA NA 628 NA NA NA 629 NA NA NA 630 NA NA NA 631 1 0.134426 0.908 632 1 0.945061 1.154 633 NA NA NA 634 NA NA NA 635 NA NA NA 636 1 0.678161 0.949 638 1 0.481104 1.017 639 1 0.007913 0.866 640 NA NA NA 641 NA NA NA 642 NA NA NA 643 1 0.041332 1.329 644 1 0.741800 1.068 645 NA NA NA 646 NA NA NA 647 NA NA NA 648 NA NA NA 649 1 0.076497 1.109 650 NA NA NA 651 1 0.497340 0.977 652 1 0.085639 1.505 653 NA NA NA 654 NA NA NA 655 1 0.686422 0.881 656 NA NA NA 657 NA NA NA 658 1 0.085498 0.969 659 1 0.338251 0.941 660 1 0.381994 1.137 661 1 0.326386 1.466 662 1 0.088734 1.368 663 NA NA NA 664 NA NA NA 665 NA NA NA 666 NA NA NA 667 NA NA NA 668 NA NA NA 669 NA NA NA 670 1 0.067361 1.227 671 1 0.986800 0.839 672 NA NA NA 673 1 0.100448 1.095 674 NA NA NA 675 NA NA NA 676 1 0.583110 0.905 677 1 0.700539 1.026 678 1 0.314985 1.106 679 NA NA NA 680 1 0.664324 1.489 681 NA NA NA 682 1 0.997159 0.957 683 NA NA NA 684 NA NA NA 685 1 0.328520 0.825 686 1 0.070474 1.188 687 NA NA NA 688 NA NA NA 689 1 0.490167 1.031 690 NA NA NA 691 NA NA NA 692 NA NA NA 693 NA NA NA 694 NA NA NA 695 NA NA NA 696 1 0.958601 0.976 697 NA NA NA 698 NA NA NA 699 NA NA NA 700 1 0.327386 1.012 701 1 0.755907 0.889 702 NA NA NA 703 NA NA NA 704 1 0.651453 1.495 705 NA NA NA 706 NA NA NA 707 1 0.711721 0.848 708 NA NA NA 709 NA NA NA 710 NA NA NA 711 1 0.652918 1.211 712 NA NA NA 713 1 0.770236 1.359 714 1 0.556837 1.117 715 NA NA NA 716 NA NA NA 717 1 0.676501 1.263 718 NA NA NA 719 NA NA NA 720 1 0.207510 1.242 721 1 0.356789 1.164 722 NA NA NA 723 NA NA NA 724 NA NA NA 725 NA NA NA 726 NA NA NA 727 NA NA NA 728 NA NA NA 729 NA NA NA 730 NA NA NA 731 NA NA NA 732 NA NA NA 733 NA NA NA 734 NA NA NA 735 1 0.960373 0.825 736 NA NA NA 737 1 0.098351 1.340 738 1 0.338156 1.023 739 NA NA NA 740 1 0.010036 0.906 741 NA NA NA 742 NA NA NA 743 NA NA NA 744 NA NA NA 745 1 0.058530 0.935 746 NA NA NA 747 NA NA NA 748 NA NA NA 749 NA NA NA 750 1 0.363295 0.954 751 NA NA NA 752 1 0.101487 0.865 753 NA NA NA 754 NA NA NA 755 NA NA NA 756 NA NA NA 757 1 0.306101 0.817 758 1 0.592349 1.306 759 NA NA NA 760 NA NA NA 761 NA NA NA 762 NA NA NA 763 NA NA NA 764 1 0.355201 0.871 765 NA NA NA 766 NA NA NA 767 NA NA NA 768 NA NA NA 769 NA NA NA 770 NA NA NA 771 NA NA NA 772 NA NA NA 773 1 0.005965 0.857 774 NA NA NA 775 1 0.723025 0.949 776 NA NA NA 777 NA NA NA 778 NA NA NA 779 1 0.955623 1.228 780 NA NA NA 781 NA NA NA 782 NA NA NA 783 NA NA NA 784 NA NA NA 785 1 0.910264 0.805 786 NA NA NA 787 1 0.698381 1.040 788 NA NA NA 789 1 0.089645 0.898 790 NA NA NA 791 NA NA NA 792 NA NA NA 793 1 0.577876 1.115 794 NA NA NA 795 NA NA NA 796 NA NA NA 797 1 0.539906 1.457 798 NA NA NA 799 NA NA NA 800 NA NA NA 801 NA NA NA 802 NA NA NA 803 NA NA NA 804 NA NA NA 805 1 0.531042 1.232 806 NA NA NA 807 NA NA NA 808 NA NA NA 809 1 0.672973 1.127 810 1 0.401141 1.057 811 1 0.279298 0.905 812 NA NA NA 813 NA NA NA 814 NA NA NA 815 NA NA NA 816 NA NA NA 817 NA NA NA 818 NA NA NA 819 NA NA NA 820 1 0.849829 1.175 821 NA NA NA 822 NA NA NA 823 1 0.601197 0.981 824 1 0.755457 0.961 825 1 0.011413 0.909 826 NA NA NA 827 NA NA NA 828 NA NA NA 829 NA NA NA 831 NA NA NA 832 NA NA NA 834 1 0.489761 1.118 835 NA NA NA 836 NA NA NA 837 1 0.263489 0.829 838 1 0.259926 0.928 839 NA NA NA 840 NA NA NA 841 NA NA NA 842 1 0.505132 0.872 843 NA NA NA 844 NA NA NA 845 NA NA NA 846 1 0.905770 1.212 847 1 0.023059 0.829 848 NA NA NA 849 NA NA NA 850 NA NA NA 851 NA NA NA 852 NA NA NA 853 NA NA NA 854 NA NA NA 855 1 0.778184 0.861 856 1 0.535684 1.181 857 NA NA NA 858 1 0.222828 1.024 859 1 0.603387 1.044 860 NA NA NA 861 NA NA NA 862 1 0.973478 0.917 863 NA NA NA 864 NA NA NA 865 NA NA NA 866 1 0.982446 1.105 867 NA NA NA 868 NA NA NA 869 NA NA NA 870 1 0.713903 1.150 871 1 0.600638 0.858 872 NA NA NA 873 NA NA NA 874 NA NA NA 875 NA NA NA 876 NA NA NA 877 1 0.591835 1.014 878 NA NA NA 879 1 0.166472 1.099 880 NA NA NA 881 NA NA NA 882 1 0.111225 0.960 883 NA NA NA 884 NA NA NA 885 NA NA NA 886 NA NA NA 887 1 0.805489 1.242 888 NA NA NA 889 NA NA NA 890 NA NA NA 891 NA NA NA 892 1 0.929505 0.925 893 NA NA NA 894 1 0.543944 0.849 895 NA NA NA 896 NA NA NA 897 1 0.666198 0.909 898 1 0.305278 0.942 899 NA NA NA 900 NA NA NA 901 NA NA NA 902 1 0.242159 0.978 903 NA NA NA 904 1 0.907618 0.975 905 NA NA NA 906 NA NA NA 907 1 0.416062 0.850 908 NA NA NA 909 1 0.209710 0.907 910 NA NA NA 911 NA NA NA 912 1 0.863012 0.885 913 1 0.025027 0.814 914 1 0.103909 0.926 915 NA NA NA 916 NA NA NA 917 1 0.277527 1.032 918 NA NA NA 919 1 0.266428 0.880 920 NA NA NA 921 NA NA NA 922 1 0.265942 0.942 923 NA NA NA 924 1 0.905796 1.064 925 NA NA NA 926 NA NA NA 927 NA NA NA 928 NA NA NA 929 NA NA NA 930 NA NA NA 931 1 0.778476 0.819 932 NA NA NA 933 NA NA NA 934 1 0.444170 0.910 935 NA NA NA 936 1 0.027599 1.044 937 NA NA NA 938 NA NA NA 939 1 0.972228 0.965 940 1 0.366247 0.951 941 NA NA NA 942 NA NA NA 943 NA NA NA 944 1 0.217387 0.931 945 NA NA NA 946 NA NA NA 947 1 0.672934 0.858 948 1 0.081706 0.858 949 NA NA NA 950 NA NA NA 951 NA NA NA 952 NA NA NA 953 1 0.140344 1.267 954 NA NA NA 955 NA NA NA 956 NA NA NA 957 NA NA NA 958 NA NA NA 959 NA NA NA 960 NA NA NA 961 NA NA NA 962 1 0.735465 0.907 963 1 0.292375 1.436 964 1 0.431953 1.144 965 NA NA NA 966 NA NA NA 967 NA NA NA 968 NA NA NA 969 NA NA NA 970 NA NA NA 971 NA NA NA 972 NA NA NA 973 NA NA NA 974 NA NA NA 975 NA NA NA 976 NA NA NA 977 1 0.932516 0.877 978 NA NA NA 979 NA NA NA 980 NA NA NA 981 1 0.576653 0.958 982 NA NA NA 983 NA NA NA 984 NA NA NA 985 1 0.092782 1.427 986 NA NA NA 987 NA NA NA 988 NA NA NA 989 1 0.049957 0.844 990 NA NA NA 991 NA NA NA 992 NA NA NA 993 NA NA NA 994 NA NA NA 995 NA NA NA 996 1 0.596587 1.314 997 NA NA NA 998 1 0.744878 1.141 999 NA NA NA 1000 NA NA NA 1001 NA NA NA 1002 1 0.664412 1.271 1003 NA NA NA 1004 NA NA NA 1005 NA NA NA 1006 1 0.641907 0.877 1007 NA NA NA 1008 NA NA NA 1009 NA NA NA 1010 1 0.353393 0.813 1011 NA NA NA 1012 NA NA NA 1013 NA NA NA 1014 NA NA NA 1015 NA NA NA 1016 NA NA NA 1017 NA NA NA 1018 NA NA NA 1019 1 0.922575 1.106 1020 1 0.356819 0.814 1021 NA NA NA 1022 1 0.345072 1.024 1023 NA NA NA 1024 NA NA NA 1025 NA NA NA 1026 NA NA NA 1027 NA NA NA 1028 NA NA NA 1029 NA NA NA 1030 NA NA NA 1031 1 0.700556 1.016 1032 NA NA NA 1033 NA NA NA 1034 NA NA NA 1035 NA NA NA 1036 NA NA NA 1037 NA NA NA 1038 NA NA NA 1039 NA NA NA 1040 NA NA NA 1041 NA NA NA 1042 NA NA NA 1043 NA NA NA 1044 NA NA NA 1045 NA NA NA 1046 NA NA NA 1047 NA NA NA 1048 1 0.338986 1.179 1049 NA NA NA 1050 NA NA NA 1051 1 0.930393 0.840 1052 1 0.991033 0.982 1053 1 0.968391 0.899 1055 1 0.031082 0.868 1056 NA NA NA 1057 NA NA NA 1058 NA NA NA 1059 NA NA NA 1060 1 0.872624 0.866 1061 1 0.317227 0.844 1062 NA NA NA 1063 NA NA NA 1064 NA NA NA 1065 NA NA NA 1066 NA NA NA 1067 NA NA NA 1068 NA NA NA 1069 NA NA NA 1070 NA NA NA 1071 1 0.778208 0.895 1072 1 0.928473 0.811 1073 NA NA NA 1074 NA NA NA 1075 NA NA NA 1076 NA NA NA 1077 NA NA NA 1078 1 0.810623 1.140 1079 1 0.750536 1.053 1081 NA NA NA 1082 NA NA NA 1083 NA NA NA 1084 NA NA NA 1085 1 0.045480 0.839 1086 NA NA NA 1087 NA NA NA 1088 NA NA NA 1089 1 0.278720 0.826 1090 1 0.281443 0.956 1091 1 0.488591 1.129 1092 NA NA NA 1093 1 0.094933 0.921 1094 1 0.231331 0.934 1095 1 0.502418 0.930 1096 NA NA NA 1097 NA NA NA 1098 1 0.794179 0.862 1099 NA NA NA 1100 NA NA NA 1101 1 0.447312 0.970 1102 1 0.259801 1.259 1103 NA NA NA 1104 1 0.030799 0.795 1105 NA NA NA 1106 NA NA NA 1107 1 0.614078 1.097 1108 NA NA NA 1109 1 0.330336 0.805 1110 NA NA NA 1111 NA NA NA 1112 NA NA NA 1113 1 0.877692 1.000 1114 NA NA NA 1115 NA NA NA 1116 NA NA NA 1117 1 0.411195 0.947 1118 1 0.662923 0.807 1119 1 0.524912 0.825 1120 NA NA NA 1121 NA NA NA 1122 NA NA NA 1123 NA NA NA 1124 NA NA NA 1125 1 0.224947 1.058 1126 1 0.865903 1.513 1127 1 0.949437 0.936 1128 NA NA NA 1129 NA NA NA 1130 NA NA NA 1131 NA NA NA 1132 NA NA NA 1133 1 0.819415 1.412 1134 NA NA NA 1135 NA NA NA 1136 1 0.929750 0.916 1137 1 0.515967 1.056 1138 NA NA NA 1139 NA NA NA 1140 NA NA NA 1141 NA NA NA 1142 NA NA NA 1143 1 0.770545 1.505 1144 NA NA NA 1145 NA NA NA 1146 NA NA NA 1147 NA NA NA 1148 NA NA NA 1149 NA NA NA 1150 NA NA NA 1151 1 0.017028 1.507 1152 NA NA NA 1153 1 0.434789 0.851 1154 NA NA NA 1155 1 0.363465 1.151 1156 1 0.158055 1.253 1157 1 0.595187 1.022 1158 1 0.862581 0.988 1159 1 0.697306 1.354 1160 1 0.083586 1.008 1161 NA NA NA 1162 NA NA NA 1163 1 0.192888 1.253 1164 NA NA NA 1165 1 0.500457 1.464 1166 NA NA NA 1167 NA NA NA 1168 NA NA NA 1170 NA NA NA 1171 NA NA NA 1172 NA NA NA 1173 NA NA NA 1174 NA NA NA 1175 1 0.329276 0.864 1177 1 0.426990 0.983 1178 NA NA NA 1179 NA NA NA 1180 NA NA NA 1181 NA NA NA 1182 NA NA NA 1183 1 0.546951 1.017 1184 NA NA NA 1185 NA NA NA 1186 1 0.805035 1.092 1187 NA NA NA 1188 NA NA NA 1189 NA NA NA 1190 1 0.338520 1.045 1191 NA NA NA 1192 NA NA NA 1193 NA NA NA 1194 NA NA NA 1195 NA NA NA 1196 NA NA NA 1197 1 0.253407 1.424 1198 NA NA NA 1199 NA NA NA 1200 NA NA NA 1201 NA NA NA 1202 NA NA NA 1203 NA NA NA 1204 NA NA NA 1205 NA NA NA 1206 1 0.030478 1.356 1207 NA NA NA 1208 1 0.566573 0.808 1209 1 0.223594 1.052 1210 1 0.517902 1.463 1211 1 0.236624 1.400 1212 NA NA NA 1213 1 0.966253 1.301 1214 NA NA NA 1215 NA NA NA 1216 NA NA NA 1217 NA NA NA 1218 NA NA NA 1219 1 0.412821 0.977 1220 NA NA NA 1221 NA NA NA 1222 NA NA NA 1223 NA NA NA 1224 1 0.800560 0.833 1225 NA NA NA 1226 1 0.520046 1.455 1227 1 0.227503 1.101 1228 NA NA NA 1229 NA NA NA 1230 NA NA NA 1231 NA NA NA 1232 1 0.902292 1.361 1233 NA NA NA 1234 1 0.996270 0.873 1235 1 0.025486 0.971 1236 NA NA NA 1237 1 0.562609 1.205 1238 1 0.446131 1.436 1239 NA NA NA 1240 NA NA NA 1241 NA NA NA 1242 NA NA NA 1243 NA NA NA 1244 NA NA NA 1245 1 0.376838 1.115 1246 1 0.113158 1.314 1247 NA NA NA 1248 NA NA NA 1249 NA NA NA 1250 1 0.751977 0.919 1251 1 0.882040 1.009 1252 NA NA NA 1253 1 0.482242 1.422 1254 NA NA NA 1255 1 0.109952 1.007 1256 NA NA NA 1258 NA NA NA 1259 NA NA NA 1260 NA NA NA 1261 NA NA NA 1262 NA NA NA 1263 NA NA NA 1264 1 0.158028 0.805 1265 NA NA NA 1266 NA NA NA 1267 1 0.358095 1.436 1268 NA NA NA 1269 NA NA NA 1270 1 0.467334 0.817 1271 NA NA NA 1272 1 0.614320 0.907 1273 NA NA NA 1274 1 0.089405 1.233 1275 NA NA NA 1276 NA NA NA 1277 1 0.175901 1.488 1278 NA NA NA 1279 NA NA NA 1280 NA NA NA 1281 NA NA NA 1282 1 0.781006 1.440 1283 NA NA NA 1284 NA NA NA 1285 NA NA NA 1286 NA NA NA 1287 NA NA NA 1288 NA NA NA 1289 NA NA NA 1290 NA NA NA 1291 NA NA NA 1292 1 0.602945 0.801 1293 1 0.685105 1.460 1294 NA NA NA 1295 1 0.343179 0.844 1296 NA NA NA 1297 NA NA NA 1298 1 0.935924 1.384 1299 1 0.004591 0.866 1300 NA NA NA 1301 NA NA NA 1302 NA NA NA 1303 NA NA NA 1304 NA NA NA 1305 NA NA NA 1306 1 0.516383 0.988 1307 1 0.000613 0.826 1308 1 0.898842 1.503 1309 NA NA NA 1310 NA NA NA 1311 1 0.358761 1.276 1312 NA NA NA 1313 NA NA NA 1314 NA NA NA 1315 NA NA NA 1316 NA NA NA 1317 NA NA NA 1318 NA NA NA 1319 NA NA NA 1320 NA NA NA 1321 NA NA NA 1322 NA NA NA 1323 NA NA NA 1324 NA NA NA 1325 NA NA NA 1326 1 0.292060 1.103 1327 1 0.777456 0.956 1328 1 0.744784 0.922 1329 1 0.497182 1.383 1330 1 0.997163 1.299 1331 NA NA NA 1332 NA NA NA 1333 NA NA NA 1334 1 0.788252 0.915 1335 1 0.926405 1.127 1336 NA NA NA 1337 NA NA NA 1338 1 0.053827 1.160 1339 NA NA NA 1340 NA NA NA 1341 1 0.886531 1.200 1342 1 0.572588 0.817 1343 NA NA NA 1344 1 0.462375 1.104 1345 NA NA NA 1346 NA NA NA 1347 NA NA NA 1348 1 0.373092 0.792 1349 NA NA NA 1350 NA NA NA 1351 NA NA NA 1352 1 0.587468 1.410 1353 NA NA NA 1354 1 0.237508 1.200 1355 1 0.152003 1.447 1356 NA NA NA 1357 1 0.418503 1.309 1358 NA NA NA 1359 NA NA NA 1360 1 0.148380 1.152 1361 1 0.733464 0.986 1362 1 0.140016 0.793 1363 NA NA NA 1364 NA NA NA 1365 NA NA NA 1366 NA NA NA 1367 1 0.761610 0.991 1368 NA NA NA 1369 1 0.754365 0.884 1370 NA NA NA 1371 NA NA NA 1372 NA NA NA 1373 1 0.605000 1.297 1374 1 0.733934 1.248 1375 1 0.806091 1.499 1376 NA NA NA 1377 1 0.828013 1.423 1378 NA NA NA 1379 NA NA NA 1380 NA NA NA 1381 NA NA NA 1382 NA NA NA 1383 NA NA NA 1384 NA NA NA 1385 NA NA NA 1386 NA NA NA 1387 NA NA NA 1388 1 0.961448 0.852 1389 1 0.778547 1.113 1390 NA NA NA 1391 NA NA NA 1392 NA NA NA 1393 NA NA NA 1394 1 0.675277 1.214 1395 NA NA NA 1396 NA NA NA 1397 1 0.805050 1.041 1398 NA NA NA 1399 1 0.857835 0.978 1400 NA NA NA 1401 1 0.062082 1.271 1402 1 0.636242 1.437 1403 NA NA NA 1404 NA NA NA 1405 NA NA NA 1406 NA NA NA 1407 1 0.705400 1.190 1408 NA NA NA 1409 1 0.122397 0.953 1410 1 0.505608 0.886 1411 NA NA NA 1412 1 0.181939 1.374 1413 NA NA NA 1414 NA NA NA 1415 NA NA NA 1416 NA NA NA 1417 NA NA NA 1418 NA NA NA 1419 1 0.373274 0.929 1420 1 0.275331 1.311 1421 1 0.712896 0.882 1422 NA NA NA 1423 NA NA NA 1424 1 0.808703 1.152 1425 1 0.785204 1.085 1426 NA NA NA 1427 NA NA NA 1428 NA NA NA 1429 1 0.595317 1.172 1430 1 0.905435 0.834 1431 NA NA NA 1432 NA NA NA 1433 NA NA NA 1434 NA NA NA 1435 NA NA NA 1436 1 0.137621 0.925 1437 1 0.923248 1.192 1438 NA NA NA 1439 NA NA NA 1440 NA NA NA 1441 NA NA NA 1442 NA NA NA 1443 1 0.170470 0.908 1444 NA NA NA 1445 1 0.242586 1.015 1446 NA NA NA 1447 NA NA NA 1448 1 0.372123 0.808 1449 NA NA NA 1450 1 0.840424 1.082 1451 NA NA NA 1452 NA NA NA 1453 NA NA NA 1454 NA NA NA 1455 NA NA NA 1456 1 0.907777 1.024 1457 NA NA NA 1458 NA NA NA 1459 NA NA NA 1460 NA NA NA 1461 NA NA NA 1462 1 0.089229 1.167 1463 1 0.688895 1.266 1464 NA NA NA 1465 NA NA NA 1466 NA NA NA 1467 NA NA NA 1468 NA NA NA 1469 1 0.056370 0.961 1470 1 0.816621 0.886 1471 1 0.486508 1.038 1472 NA NA NA 1473 1 0.814738 0.921 1474 NA NA NA 1475 NA NA NA 1476 NA NA NA 1477 NA NA NA 1478 NA NA NA 1479 NA NA NA 1480 NA NA NA 1481 NA NA NA 1482 1 0.395520 1.412 1483 1 0.311166 1.513 1484 NA NA NA 1485 NA NA NA 1486 NA NA NA 1487 1 0.408652 0.838 1488 1 0.271385 1.519 1489 NA NA NA 1490 NA NA NA 1491 NA NA NA 1492 NA NA NA 1493 1 0.370192 1.392 1494 NA NA NA 1495 NA NA NA 1496 NA NA NA 1497 1 0.431138 0.972 1498 NA NA NA 1499 NA NA NA 1500 1 0.336864 1.102 attr(,"assign") [1] 1 1 1 [[2]] XO2(Intercept) XO2xo2 XO2invMillsRatio 1 1 0.26802 0.310 2 1 0.10178 0.288 3 1 0.13362 0.660 4 1 0.79935 0.715 5 NA NA NA 6 1 0.70541 0.398 7 1 0.48751 0.629 8 1 0.96911 0.404 9 1 0.39728 0.793 10 NA NA NA 11 1 0.70348 0.412 12 NA NA NA 13 1 0.28793 0.307 14 1 0.02791 0.402 16 1 0.91308 0.626 17 1 0.71111 0.298 18 NA NA NA 19 1 0.57363 0.607 20 NA NA NA 21 1 0.14931 0.391 23 NA NA NA 24 1 0.88972 0.351 25 1 0.08427 0.595 26 1 0.90163 0.693 27 1 0.29616 0.536 28 1 0.89583 0.543 29 1 0.60828 0.698 30 1 0.82045 0.374 31 1 0.90586 0.430 32 1 0.88362 0.365 33 NA NA NA 34 NA NA NA 35 NA NA NA 36 1 0.21009 0.331 37 1 0.95024 0.450 38 1 0.17324 0.304 39 1 0.84459 0.460 40 1 0.55695 0.492 41 1 0.52121 0.475 42 1 0.07611 0.314 43 NA NA NA 44 1 0.20787 0.544 45 1 0.04868 0.490 46 NA NA NA 47 NA NA NA 48 1 0.53218 0.511 49 NA NA NA 50 NA NA NA 51 1 0.07467 0.796 52 NA NA NA 53 1 0.79733 0.288 54 1 0.13691 0.787 55 1 0.60126 0.458 56 1 0.86533 0.701 57 1 0.24618 0.763 58 1 0.12152 0.582 59 1 0.49387 0.512 60 1 0.67514 0.800 61 NA NA NA 62 NA NA NA 63 1 0.03059 0.452 64 1 0.46305 0.297 65 NA NA NA 66 1 0.31973 0.437 67 1 0.36462 0.600 68 1 0.71082 0.561 69 NA NA NA 70 1 0.51825 0.364 71 1 0.21729 0.591 72 1 0.27086 0.345 73 NA NA NA 74 NA NA NA 75 NA NA NA 76 1 0.26809 0.784 78 NA NA NA 79 1 0.44044 0.771 80 1 0.88067 0.511 81 1 0.93462 0.530 82 1 0.44054 0.431 83 NA NA NA 84 1 0.18688 0.705 85 1 0.23023 0.661 86 1 0.62476 0.323 87 1 0.05365 0.365 88 1 0.76174 0.518 89 1 0.30210 0.772 90 NA NA NA 91 1 0.88154 0.397 92 1 0.32223 0.380 93 NA NA NA 94 1 0.33211 0.378 95 1 0.41783 0.494 96 NA NA NA 97 1 0.13257 0.319 98 1 0.46972 0.744 99 1 0.96692 0.485 100 1 0.32552 0.786 101 1 0.24245 0.669 102 1 0.28190 0.582 103 1 0.81151 0.360 105 NA NA NA 106 1 0.90630 0.396 107 1 0.63618 0.318 108 1 0.72779 0.412 109 1 0.91113 0.335 110 1 0.35863 0.426 111 NA NA NA 112 1 0.97399 0.465 113 1 0.91908 0.453 114 1 0.94769 0.351 115 NA NA NA 116 1 0.73624 0.371 117 1 0.61560 0.782 118 1 0.83537 0.446 119 1 0.99863 0.325 120 NA NA NA 121 NA NA NA 122 1 0.37912 0.402 123 1 0.38018 0.667 124 NA NA NA 125 NA NA NA 126 1 0.33844 0.534 127 1 0.06681 0.703 128 1 0.09352 0.300 129 1 0.11581 0.505 130 NA NA NA 131 1 0.17903 0.673 132 1 0.59586 0.334 133 1 0.55473 0.802 134 1 0.90060 0.485 135 NA NA NA 136 NA NA NA 137 1 0.32132 0.782 138 1 0.75159 0.348 139 1 0.49231 0.559 140 1 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1485 1 0.465052 1486 1 0.111071 1487 1 0.071202 1488 1 0.989879 1489 1 0.742690 1490 1 0.823051 1491 1 0.810450 1492 1 0.590752 1493 1 0.831272 1494 1 0.618295 1495 1 0.224539 1496 1 0.195654 1497 1 0.268800 1498 1 0.547224 1499 1 0.203628 1500 1 0.450685 attr(,"assign") [1] 1 1 > mfTestTobit5TwoStep <- model.frame( testTobit5TwoStep ) > print( mfTestTobit5TwoStep ) ys (Intercept) xs yo1 xo1 invMillsRatio1 yo2 xo2 1 1 1 0.940378 NA NA NA -0.588277 0.26802 2 1 1 0.996766 NA NA NA -0.254995 0.10178 3 1 1 0.232910 NA NA NA 0.981047 0.13362 4 1 1 0.141901 NA NA NA 1.534325 0.79935 5 0 1 0.066297 -1.20329 0.588963 0.835 NA NA 6 1 1 0.732845 NA NA NA 1.576727 0.70541 7 1 1 0.285429 NA NA NA 1.682253 0.48751 8 1 1 0.719488 NA NA NA -0.718573 0.96911 9 1 1 0.017669 NA NA NA 0.359032 0.39728 10 0 1 0.173206 -0.23484 0.787196 0.906 NA NA 11 1 1 0.702198 NA NA NA 1.309060 0.70348 12 0 1 0.740287 -0.28893 0.972414 1.320 NA NA 13 1 1 0.947135 NA NA NA 1.223630 0.28793 14 1 1 0.722044 NA NA NA -0.104047 0.02791 16 1 1 0.291032 NA NA NA 1.596129 0.91308 17 1 1 0.969695 NA NA NA 1.312811 0.71111 18 0 1 0.098262 -0.13047 0.228383 0.856 NA NA 19 1 1 0.324276 NA NA NA 1.079472 0.57363 20 0 1 0.139561 0.25470 0.366665 0.883 NA NA 21 1 1 0.748326 NA NA NA 1.264508 0.14931 23 0 1 0.099745 1.23255 0.926547 0.857 NA NA 24 1 1 0.838674 NA NA NA 0.793452 0.88972 25 1 1 0.345794 NA NA NA -1.235079 0.08427 26 1 1 0.177999 NA NA NA 0.834656 0.90163 27 1 1 0.452815 NA NA NA -0.390014 0.29616 28 1 1 0.439201 NA NA NA -0.224162 0.89583 29 1 1 0.169229 NA NA NA 1.818442 0.60828 30 1 1 0.785529 NA NA NA 1.115474 0.82045 31 1 1 0.662260 NA NA NA 2.229381 0.90586 32 1 1 0.805095 NA NA NA 1.998936 0.88362 33 0 1 0.457323 -1.15798 0.309324 1.107 NA NA 34 0 1 0.620620 0.18364 0.916819 1.229 NA NA 35 0 1 0.382501 -0.16859 0.356571 1.052 NA NA 36 1 1 0.886395 NA NA NA 1.620513 0.21009 37 1 1 0.621632 NA NA NA 0.909923 0.95024 38 1 1 0.955861 NA NA NA -0.121207 0.17324 39 1 1 0.600515 NA NA NA 0.391302 0.84459 40 1 1 0.537875 NA NA NA 0.475661 0.55695 41 1 1 0.570037 NA NA NA 0.601388 0.52121 42 1 1 0.930607 NA NA NA 0.679886 0.07611 43 0 1 0.141259 0.44854 0.710824 0.884 NA NA 44 1 1 0.438931 NA NA NA -0.391892 0.20787 45 1 1 0.541556 NA NA NA 0.009908 0.04868 46 0 1 0.538011 -0.64671 0.534891 1.166 NA NA 47 0 1 0.112718 -0.44234 0.483017 0.865 NA NA 48 1 1 0.500286 NA NA NA -0.141485 0.53218 49 0 1 0.666943 -0.46955 0.116260 1.264 NA NA 50 0 1 0.428879 -0.65972 0.840601 1.086 NA NA 51 1 1 0.013446 NA NA NA -0.138908 0.07467 52 0 1 0.550384 -1.52520 0.462248 1.176 NA NA 53 1 1 0.996900 NA NA NA -0.477813 0.79733 54 1 1 0.027496 NA NA NA 0.407578 0.13691 55 1 1 0.604460 NA NA NA 0.484502 0.60126 56 1 1 0.165352 NA NA NA -0.102192 0.86533 57 1 1 0.064376 NA NA NA 2.440306 0.24618 58 1 1 0.368052 NA NA NA 0.200445 0.12152 59 1 1 0.497989 NA NA NA 1.155735 0.49387 60 1 1 0.006899 NA NA NA 2.514687 0.67514 61 0 1 0.007317 0.89640 0.667671 0.796 NA NA 62 0 1 0.445165 -0.35449 0.020494 1.098 NA NA 63 1 1 0.617485 NA NA NA -0.298359 0.03059 64 1 1 0.972134 NA NA NA 0.604550 0.46305 65 0 1 0.011743 0.06751 0.113761 0.799 NA NA 66 1 1 0.649082 NA NA NA -0.431657 0.31973 67 1 1 0.336996 NA NA NA 0.722235 0.36462 68 1 1 0.406869 NA NA NA 1.189675 0.71082 69 0 1 0.451439 1.68789 0.645549 1.102 NA NA 70 1 1 0.808970 NA NA NA 1.100821 0.51825 71 1 1 0.352268 NA NA NA -0.071007 0.21729 72 1 1 0.852134 NA NA NA 1.703314 0.27086 73 0 1 0.200599 -0.92360 0.067077 0.925 NA NA 74 0 1 0.778180 -0.49609 0.930361 1.350 NA NA 75 0 1 0.752351 -0.29439 0.634161 1.330 NA NA 76 1 1 0.031971 NA NA NA -0.971309 0.26809 78 0 1 0.123112 -1.00685 0.829984 0.872 NA NA 79 1 1 0.052577 NA NA NA 0.926361 0.44044 80 1 1 0.500265 NA NA NA 0.950978 0.88067 81 1 1 0.463828 NA NA NA 1.579884 0.93462 82 1 1 0.661522 NA NA NA -1.279106 0.44054 83 0 1 0.124168 0.28922 0.822821 0.873 NA NA 84 1 1 0.158678 NA NA NA 0.811245 0.18688 85 1 1 0.231713 NA NA NA 0.797924 0.23023 86 1 1 0.906686 NA NA NA 0.706427 0.62476 87 1 1 0.806820 NA NA NA 0.899044 0.05365 88 1 1 0.487297 NA NA NA 1.406913 0.76174 89 1 1 0.050978 NA NA NA 0.326653 0.30210 90 0 1 0.462758 -0.29565 0.849496 1.111 NA NA 91 1 1 0.734857 NA NA NA 0.143449 0.88154 92 1 1 0.772458 NA NA NA 1.955444 0.32223 93 0 1 0.262671 -0.13088 0.816641 0.968 NA NA 94 1 1 0.776556 NA NA NA 0.247108 0.33211 95 1 1 0.532561 NA NA NA -0.061699 0.41783 96 0 1 0.810920 -0.10398 0.681192 1.376 NA NA 97 1 1 0.917404 NA NA NA 0.139648 0.13257 98 1 1 0.094254 NA NA NA -0.722787 0.46972 99 1 1 0.550482 NA NA NA 2.078230 0.96692 100 1 1 0.029125 NA NA NA 0.215176 0.32552 101 1 1 0.217832 NA NA NA 1.970999 0.24245 102 1 1 0.368814 NA NA NA 2.094069 0.28190 103 1 1 0.817140 NA NA NA 0.029012 0.81151 105 0 1 0.257971 -0.25459 0.519636 0.964 NA NA 106 1 1 0.735204 NA NA NA 0.868588 0.90630 107 1 1 0.918842 NA NA NA 1.744679 0.63618 108 1 1 0.700928 NA NA NA -0.494260 0.72779 109 1 1 0.877539 NA NA NA 0.805955 0.91113 110 1 1 0.672118 NA NA NA 0.783481 0.35863 111 0 1 0.668057 -0.77493 0.768495 1.265 NA NA 112 1 1 0.591088 NA NA NA 1.838340 0.97399 113 1 1 0.614621 NA NA NA 0.779080 0.91908 114 1 1 0.837849 NA NA NA 0.055425 0.94769 115 0 1 0.390967 -0.64144 0.111831 1.059 NA NA 116 1 1 0.792324 NA NA NA 0.536330 0.73624 117 1 1 0.035097 NA NA NA 2.695351 0.61560 118 1 1 0.629841 NA NA NA 0.898077 0.83537 119 1 1 0.902201 NA NA NA 0.383270 0.99863 120 0 1 0.298322 -0.78345 0.906493 0.993 NA NA 121 0 1 0.530867 0.24409 0.688954 1.161 NA NA 122 1 1 0.723195 NA NA NA 0.819016 0.37912 123 1 1 0.220478 NA NA NA 0.140598 0.38018 124 0 1 0.292361 -0.30170 0.632697 0.988 NA NA 125 0 1 0.311523 0.09002 0.900051 1.002 NA NA 126 1 1 0.457497 NA NA NA 0.236706 0.33844 127 1 1 0.161885 NA NA NA 1.251204 0.06681 128 1 1 0.965960 NA NA NA 0.206719 0.09352 129 1 1 0.511529 NA NA NA -1.666029 0.11581 130 0 1 0.724533 -0.80192 0.795617 1.308 NA NA 131 1 1 0.210829 NA NA NA 1.642297 0.17903 132 1 1 0.879899 NA NA NA -0.240865 0.59586 133 1 1 0.002867 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832 0.355 834 NA 835 0.637 836 0.600 837 NA 838 NA 839 0.338 840 0.310 841 0.302 842 NA 843 0.333 844 0.478 845 0.495 846 NA 847 NA 848 0.708 849 0.608 850 0.452 851 0.753 852 0.303 853 0.314 854 0.306 855 NA 856 NA 857 0.393 858 NA 859 NA 860 0.431 861 0.755 862 NA 863 0.560 864 0.672 865 0.294 866 NA 867 0.304 868 0.787 869 0.778 870 NA 871 NA 872 0.384 873 0.703 874 0.699 875 0.343 876 0.766 877 NA 878 0.358 879 NA 880 0.302 881 0.381 882 NA 883 0.668 884 0.296 885 0.438 886 0.438 887 NA 888 0.743 889 0.532 890 0.301 891 0.317 892 NA 893 0.618 894 NA 895 0.517 896 0.570 897 NA 898 NA 899 0.597 900 0.724 901 0.763 902 NA 903 0.460 904 NA 905 0.309 906 0.368 907 NA 908 0.569 909 NA 910 0.534 911 0.521 912 NA 913 NA 914 NA 915 0.642 916 0.392 917 NA 918 0.335 919 NA 920 0.475 921 0.558 922 NA 923 0.369 924 NA 925 0.465 926 0.323 927 0.573 928 0.580 929 0.579 930 0.690 931 NA 932 0.643 933 0.618 934 NA 935 0.481 936 NA 937 0.440 938 0.316 939 NA 940 NA 941 0.347 942 0.413 943 0.332 944 NA 945 0.496 946 0.663 947 NA 948 NA 949 0.710 950 0.730 951 0.447 952 0.503 953 NA 954 0.342 955 0.443 956 0.475 957 0.328 958 0.635 959 0.516 960 0.307 961 0.715 962 NA 963 NA 964 NA 965 0.685 966 0.479 967 0.487 968 0.328 969 0.410 970 0.480 971 0.539 972 0.737 973 0.432 974 0.699 975 0.518 976 0.699 977 NA 978 0.556 979 0.646 980 0.416 981 NA 982 0.303 983 0.383 984 0.350 985 NA 986 0.798 987 0.781 988 0.629 989 NA 990 0.299 991 0.478 992 0.293 993 0.352 994 0.334 995 0.653 996 NA 997 0.512 998 NA 999 0.476 1000 0.435 1001 0.763 1002 NA 1003 0.396 1004 0.734 1005 0.774 1006 NA 1007 0.334 1008 0.351 1009 0.339 1010 NA 1011 0.736 1012 0.486 1013 0.735 1014 0.402 1015 0.401 1016 0.372 1017 0.452 1018 0.510 1019 NA 1020 NA 1021 0.674 1022 NA 1023 0.488 1024 0.381 1025 0.549 1026 0.419 1027 0.500 1028 0.369 1029 0.325 1030 0.547 1031 NA 1032 0.319 1033 0.674 1034 0.362 1035 0.620 1036 0.474 1037 0.572 1038 0.633 1039 0.644 1040 0.302 1041 0.444 1042 0.752 1043 0.315 1044 0.329 1045 0.321 1046 0.404 1047 0.421 1048 NA 1049 0.564 1050 0.341 1051 NA 1052 NA 1053 NA 1055 NA 1056 0.699 1057 0.524 1058 0.801 1059 0.296 1060 NA 1061 NA 1062 0.608 1063 0.729 1064 0.292 1065 0.562 1066 0.655 1067 0.590 1068 0.708 1069 0.628 1070 0.646 1071 NA 1072 NA 1073 0.363 1074 0.471 1075 0.472 1076 0.412 1077 0.764 1078 NA 1079 NA 1081 0.488 1082 0.439 1083 0.372 1084 0.348 1085 NA 1086 0.342 1087 0.304 1088 0.315 1089 NA 1090 NA 1091 NA 1092 0.741 1093 NA 1094 NA 1095 NA 1096 0.786 1097 0.659 1098 NA 1099 0.634 1100 0.414 1101 NA 1102 NA 1103 0.672 1104 NA 1105 0.739 1106 0.628 1107 NA 1108 0.416 1109 NA 1110 0.304 1111 0.366 1112 0.321 1113 NA 1114 0.607 1115 0.717 1116 0.303 1117 NA 1118 NA 1119 NA 1120 0.313 1121 0.779 1122 0.365 1123 0.414 1124 0.571 1125 NA 1126 NA 1127 NA 1128 0.477 1129 0.294 1130 0.473 1131 0.444 1132 0.375 1133 NA 1134 0.778 1135 0.328 1136 NA 1137 NA 1138 0.514 1139 0.581 1140 0.416 1141 0.397 1142 0.616 1143 NA 1144 0.654 1145 0.353 1146 0.570 1147 0.322 1148 0.457 1149 0.457 1150 0.328 1151 NA 1152 0.424 1153 NA 1154 0.377 1155 NA 1156 NA 1157 NA 1158 NA 1159 NA 1160 NA 1161 0.517 1162 0.720 1163 NA 1164 0.375 1165 NA 1166 0.645 1167 0.504 1168 0.343 1170 0.440 1171 0.357 1172 0.297 1173 0.696 1174 0.408 1175 NA 1177 NA 1178 0.597 1179 0.698 1180 0.487 1181 0.369 1182 0.343 1183 NA 1184 0.503 1185 0.580 1186 NA 1187 0.393 1188 0.797 1189 0.774 1190 NA 1191 0.432 1192 0.496 1193 0.466 1194 0.374 1195 0.509 1196 0.464 1197 NA 1198 0.329 1199 0.310 1200 0.347 1201 0.363 1202 0.357 1203 0.319 1204 0.402 1205 0.322 1206 NA 1207 0.665 1208 NA 1209 NA 1210 NA 1211 NA 1212 0.334 1213 NA 1214 0.308 1215 0.577 1216 0.524 1217 0.383 1218 0.384 1219 NA 1220 0.795 1221 0.685 1222 0.507 1223 0.588 1224 NA 1225 0.415 1226 NA 1227 NA 1228 0.344 1229 0.389 1230 0.579 1231 0.456 1232 NA 1233 0.572 1234 NA 1235 NA 1236 0.500 1237 NA 1238 NA 1239 0.604 1240 0.562 1241 0.774 1242 0.521 1243 0.391 1244 0.541 1245 NA 1246 NA 1247 0.625 1248 0.702 1249 0.509 1250 NA 1251 NA 1252 0.785 1253 NA 1254 0.438 1255 NA 1256 0.625 1258 0.560 1259 0.430 1260 0.772 1261 0.514 1262 0.374 1263 0.323 1264 NA 1265 0.702 1266 0.434 1267 NA 1268 0.316 1269 0.538 1270 NA 1271 0.431 1272 NA 1273 0.787 1274 NA 1275 0.784 1276 0.732 1277 NA 1278 0.304 1279 0.456 1280 0.738 1281 0.416 1282 NA 1283 0.395 1284 0.603 1285 0.449 1286 0.383 1287 0.755 1288 0.436 1289 0.567 1290 0.376 1291 0.447 1292 NA 1293 NA 1294 0.720 1295 NA 1296 0.668 1297 0.800 1298 NA 1299 NA 1300 0.613 1301 0.746 1302 0.297 1303 0.345 1304 0.512 1305 0.636 1306 NA 1307 NA 1308 NA 1309 0.472 1310 0.512 1311 NA 1312 0.486 1313 0.517 1314 0.472 1315 0.351 1316 0.768 1317 0.368 1318 0.592 1319 0.656 1320 0.529 1321 0.470 1322 0.656 1323 0.688 1324 0.414 1325 0.307 1326 NA 1327 NA 1328 NA 1329 NA 1330 NA 1331 0.542 1332 0.750 1333 0.667 1334 NA 1335 NA 1336 0.579 1337 0.408 1338 NA 1339 0.557 1340 0.629 1341 NA 1342 NA 1343 0.562 1344 NA 1345 0.410 1346 0.331 1347 0.291 1348 NA 1349 0.377 1350 0.390 1351 0.557 1352 NA 1353 0.626 1354 NA 1355 NA 1356 0.515 1357 NA 1358 0.318 1359 0.449 1360 NA 1361 NA 1362 NA 1363 0.299 1364 0.381 1365 0.444 1366 0.328 1367 NA 1368 0.367 1369 NA 1370 0.416 1371 0.348 1372 0.423 1373 NA 1374 NA 1375 NA 1376 0.408 1377 NA 1378 0.322 1379 0.754 1380 0.730 1381 0.376 1382 0.512 1383 0.690 1384 0.426 1385 0.480 1386 0.366 1387 0.611 1388 NA 1389 NA 1390 0.644 1391 0.455 1392 0.802 1393 0.364 1394 NA 1395 0.419 1396 0.578 1397 NA 1398 0.651 1399 NA 1400 0.541 1401 NA 1402 NA 1403 0.306 1404 0.319 1405 0.324 1406 0.589 1407 NA 1408 0.731 1409 NA 1410 NA 1411 0.364 1412 NA 1413 0.671 1414 0.715 1415 0.408 1416 0.445 1417 0.446 1418 0.340 1419 NA 1420 NA 1421 NA 1422 0.582 1423 0.604 1424 NA 1425 NA 1426 0.320 1427 0.316 1428 0.454 1429 NA 1430 NA 1431 0.558 1432 0.295 1433 0.681 1434 0.583 1435 0.341 1436 NA 1437 NA 1438 0.549 1439 0.645 1440 0.405 1441 0.451 1442 0.302 1443 NA 1444 0.442 1445 NA 1446 0.389 1447 0.590 1448 NA 1449 0.676 1450 NA 1451 0.631 1452 0.463 1453 0.349 1454 0.300 1455 0.498 1456 NA 1457 0.787 1458 0.507 1459 0.658 1460 0.381 1461 0.443 1462 NA 1463 NA 1464 0.334 1465 0.761 1466 0.443 1467 0.502 1468 0.342 1469 NA 1470 NA 1471 NA 1472 0.415 1473 NA 1474 0.340 1475 0.394 1476 0.367 1477 0.656 1478 0.498 1479 0.595 1480 0.350 1481 0.481 1482 NA 1483 NA 1484 0.509 1485 0.530 1486 0.734 1487 NA 1488 NA 1489 0.393 1490 0.358 1491 0.363 1492 0.465 1493 NA 1494 0.452 1495 0.665 1496 0.682 1497 NA 1498 0.487 1499 0.677 1500 NA > try( logLik( testTobit5TwoStep ) ) Error in logLik.selection(testTobit5TwoStep) : the logLik() method currently only works for models estimated by maximum likelihood (ML) but it does not work for models estimated by the 2-step method. > > # the same dependent variables in both of the outcome equations > testTobit5STwoStep <- selection( ys~xs, list(yo1 ~ xo1, yo2 ~ xo1 ), + method = "2step", data = t5Dat ) > print( testTobit5STwoStep ) Call: selection(selection = ys ~ xs, outcome = list(yo1 ~ xo1, yo2 ~ xo1), data = t5Dat, method = "2step") Coefficients: S:(Intercept) S:xs O1:(Intercept) O1:xo1 invMillsRatio1 -0.01103 1.01274 0.00825 1.02126 -0.92687 sigma1 rho1 O2:(Intercept) O2:xo1 invMillsRatio2 0.95242 0.97318 0.43429 0.04527 0.56987 sigma2 rho2 1.05303 0.54117 > print( summary( testTobit5STwoStep ) ) -------------------------------------------- Tobit 5 model (switching regression model) 2-step Heckman / heckit estimation 1482 observations: 472 selection 1 (FALSE) and 1010 selection 2 (TRUE) 12 free parameters (df = 1472) Probit selection equation: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.0110 0.0656 -0.17 0.87 xs 1.0127 0.1199 8.45 <2e-16 *** Outcome equation 1: Estimate Std. Error t value Pr(>|t|) (Intercept) 0.00825 NA NA NA xo1 1.02126 NA NA NA Multiple R-Squared:0.202, Adjusted R-Squared:0.199 Outcome equation 2: Estimate Std. Error t value Pr(>|t|) (Intercept) 0.4343 NA NA NA xo1 0.0453 NA NA NA Multiple R-Squared:0.007, Adjusted R-Squared:0.005 Error terms: Estimate Std. Error t value Pr(>|t|) invMillsRatio1 -0.927 NA NA NA invMillsRatio2 0.570 NA NA NA sigma1 0.952 NA NA NA sigma2 1.053 NA NA NA rho1 0.973 NA NA NA rho2 0.541 NA NA NA -------------------------------------------- > nobs( testTobit5STwoStep ) [1] 1482 > nObs( testTobit5STwoStep ) [1] 1482 > fitted( testTobit5STwoStep, part = "outcome" ) 1 2 3 4 5 6 7 8 0.614491 0.629007 0.840773 0.883541 -0.163234 0.692804 0.804460 0.668165 9 10 11 12 13 14 16 17 0.927488 -0.027011 0.685793 -0.222225 0.616596 0.692843 0.833931 0.610299 18 19 20 21 23 24 25 26 -0.551044 0.808574 -0.435400 0.662234 0.161048 0.673101 0.802946 0.854920 27 28 29 30 31 32 33 34 0.778288 0.752321 0.872362 0.649893 0.685181 0.665777 -0.701200 -0.193763 35 36 37 38 39 40 41 42 -0.602579 0.664103 0.709020 0.645823 0.730132 0.752539 0.743435 0.644411 43 44 45 46 47 48 49 50 -0.084984 0.759139 0.738538 -0.526155 -0.299912 0.741075 -1.044100 -0.139375 51 52 53 54 55 56 57 58 0.908909 -0.608914 0.643525 0.906730 0.740548 0.859855 0.900628 0.800072 59 60 61 62 63 64 65 66 0.770090 0.910740 -0.047293 -0.987923 0.722948 0.625224 -0.615621 0.712266 67 68 69 70 71 72 73 74 0.808010 0.788166 -0.353834 0.642544 0.798285 0.665646 -0.779758 -0.292566 75 76 77 78 79 80 81 82 -0.576369 0.910032 0.651218 0.047994 0.887306 0.752083 0.750306 0.704338 83 84 85 86 87 88 89 90 0.040025 0.846535 0.854454 0.628267 0.677253 0.733478 0.890473 -0.153240 91 92 93 94 95 96 97 98 0.678872 0.655885 -0.054027 0.668184 0.734844 -0.570850 0.631802 0.893524 99 100 101 102 103 105 106 107 0.716828 0.887624 0.819143 0.807148 0.673788 -0.354310 0.667949 0.639783 108 109 110 111 112 113 114 115 0.669505 0.645747 0.709559 -0.378793 0.709749 0.729066 0.653110 -0.858175 116 117 118 119 120 121 122 123 0.655656 0.900824 0.715989 0.630750 0.014581 -0.363880 0.678987 0.855333 124 125 126 127 128 129 130 131 -0.261148 -0.000628 0.749158 0.838898 0.615034 0.744435 -0.391448 0.824204 132 133 134 135 136 137 138 139 0.667598 0.930250 0.731720 -0.329133 -0.254652 0.893419 0.656492 0.794491 141 142 143 144 145 146 147 148 0.832097 -0.489000 -0.368996 -0.397045 -0.798939 0.668862 0.658095 0.698001 149 150 151 152 153 154 155 156 -0.176585 0.670576 0.885141 -0.708457 -0.539645 0.889886 0.665746 0.697156 157 158 159 160 161 162 163 164 0.773505 -0.831742 0.705643 0.919033 -0.826254 0.775176 -0.484381 0.815119 165 166 167 168 169 170 171 172 0.697098 -0.588167 0.776988 -0.524451 0.868351 0.704601 -0.551037 0.663775 173 174 175 176 177 178 179 180 0.828255 0.783459 0.685981 -0.801856 0.635349 0.798323 0.711983 0.879270 181 182 183 184 185 186 187 188 0.024130 0.683701 -0.873547 0.879195 -0.243009 -0.607582 -0.191761 0.609254 189 190 191 192 193 194 195 196 0.699273 0.797123 0.680097 0.649157 0.743388 -0.427493 0.773586 0.720005 197 198 199 200 201 202 203 204 0.851407 0.657366 -0.933101 0.785491 0.840154 0.727691 -0.462127 0.849800 205 206 207 208 209 210 211 212 0.737390 0.630933 -0.690517 0.797732 0.717267 0.772203 -0.487552 -0.628718 213 214 215 216 217 218 219 220 0.754030 0.649187 0.740508 -0.485649 0.081003 0.711085 -0.947723 0.858609 221 222 223 224 225 226 227 228 0.754529 -0.502479 0.611169 0.653511 -0.819729 -0.337125 0.619477 0.010555 230 231 232 233 234 235 236 237 0.654703 0.865048 0.637304 -0.711151 0.733876 -0.272045 -0.244648 0.644289 238 239 240 241 242 243 244 245 0.844929 -0.764317 0.665671 0.792945 -0.485122 -0.228794 -0.121688 -0.253960 246 247 248 249 250 251 252 253 0.613147 0.708769 0.738358 -1.120613 0.803206 -0.614416 -0.094820 0.679643 254 255 256 257 258 259 260 261 -0.399607 0.147413 0.631062 0.648796 -0.133352 0.744385 0.917491 0.773550 262 263 264 265 266 267 268 269 0.849819 0.747258 0.694332 0.897973 -0.189803 -0.699900 -0.790030 -0.785174 270 271 272 273 274 275 276 277 0.638716 0.624437 -0.129162 0.620210 0.703063 0.682454 0.618400 -0.549554 278 279 280 281 282 283 284 285 0.672149 0.673266 -0.218105 0.766836 0.726234 0.690640 0.711276 -0.707874 286 287 288 289 290 291 292 293 -0.642360 0.610157 0.774503 0.644268 -0.016089 0.721773 0.669010 0.752168 294 295 296 297 298 299 300 301 -0.272356 0.845869 0.882733 -0.500912 0.777124 0.768582 0.695483 -0.408555 302 303 304 305 306 307 308 309 -0.160274 0.711446 -0.421036 -1.173310 0.021218 0.612788 0.791370 0.706462 310 311 312 313 314 315 316 317 0.872545 0.734833 -0.759334 -0.469333 -0.196089 0.712913 0.612747 0.857444 318 319 320 321 322 323 324 325 0.741496 0.831665 0.737513 -0.324864 0.760151 0.810997 0.885509 -0.114007 326 327 328 329 330 331 332 333 -0.103371 0.783626 0.820038 0.734947 0.657302 -0.555174 0.897100 -0.907209 334 335 336 337 338 339 340 341 0.897734 -0.175456 -0.882578 -1.052776 -0.812472 0.867793 -0.074043 0.704031 342 343 344 345 346 347 348 349 0.666633 -0.729610 0.817763 0.620402 0.848066 0.631001 0.687242 0.706338 350 351 352 353 354 355 356 357 0.873665 0.850157 0.681416 0.688180 -0.126211 0.676904 -0.326780 -0.564542 358 359 360 361 362 363 364 365 0.627896 0.621814 -0.302261 0.790894 0.757425 0.864807 0.847175 0.658150 366 367 368 369 370 371 372 373 -0.940436 0.736822 0.746676 0.872039 0.659646 0.800693 0.706432 -0.766066 374 375 376 377 378 379 380 381 -0.500714 0.090310 -0.102544 0.683226 -0.494187 0.774173 0.817761 0.618553 382 383 384 385 386 387 388 389 0.749935 -0.257051 -0.847464 0.625270 -0.323146 0.669117 0.819916 -0.744712 390 391 392 393 394 395 396 397 -0.259933 0.716849 0.602248 0.642620 0.640152 0.709518 0.645496 0.827407 398 399 400 401 402 403 404 405 -0.027498 -0.614337 -0.057716 -0.499479 -0.843531 0.701776 0.727971 0.672226 406 407 408 409 410 411 412 413 0.909229 0.665795 0.695601 0.773235 0.626358 0.754382 -0.387805 0.630626 414 415 416 417 418 419 420 421 -0.576911 -0.889074 0.657351 -0.279653 0.617470 -0.676836 0.819365 -0.075569 422 423 424 425 426 427 428 429 0.645951 0.813747 0.858476 0.916445 0.619436 0.660470 0.722252 0.904855 430 431 432 433 434 435 436 437 0.828912 0.682289 0.627174 0.103181 0.707513 -0.076611 0.615564 -0.426065 438 439 440 441 442 443 444 445 0.705845 0.710740 0.673369 0.640542 -0.639966 0.680455 -0.779314 -0.533392 446 447 448 449 450 451 452 453 -0.194806 0.681445 0.728997 0.716834 -0.280007 -0.838196 0.660758 -0.212892 454 455 456 457 458 459 460 461 -0.621106 -0.659066 -0.233514 0.627082 0.874388 0.731233 0.911504 -0.665269 462 463 464 465 466 467 468 469 0.659519 -0.249277 -0.996957 0.770954 0.733319 0.917353 0.874922 0.633504 470 471 472 473 474 475 476 477 -0.794808 0.613381 0.675837 0.653096 0.818181 0.703364 0.685692 0.624520 478 479 480 481 482 483 484 485 0.759006 0.677015 0.677557 -0.783784 0.600266 0.652242 0.668051 0.742844 486 487 488 489 490 491 492 493 0.883991 0.902381 0.913417 0.658068 0.921098 -0.939756 0.005228 0.631299 494 495 496 497 498 499 500 501 0.257857 0.914141 0.610191 -0.747737 0.725320 0.745993 0.716622 0.610376 502 503 504 505 506 507 508 509 0.608431 0.804801 -0.265518 0.119573 0.865352 0.625399 0.640627 -0.864760 510 511 512 513 514 515 516 517 0.829558 0.761888 0.728620 0.838636 0.846381 -0.850009 0.768094 0.620480 518 519 520 521 522 523 524 525 0.790635 0.856527 -0.148446 0.736709 0.791338 0.654091 -0.560728 0.643809 526 527 528 529 530 531 532 533 0.857474 0.804291 0.761475 0.911615 0.652389 -0.083498 0.889021 0.690596 534 535 536 537 538 539 540 541 0.811750 0.665181 0.857718 0.873250 -0.413012 0.819988 -0.501907 0.793007 542 543 544 545 546 547 548 549 0.036350 0.797531 0.733986 0.660125 0.811769 -0.590005 0.886009 0.822047 550 551 552 553 554 555 556 557 0.894086 0.190298 -0.402842 0.214181 0.793242 0.674053 -1.099298 0.826625 558 559 560 561 562 563 564 565 0.687998 -0.967566 0.857638 0.854398 0.859545 -1.217479 -0.605445 0.889280 566 567 568 569 570 571 572 574 -0.748218 0.731234 -0.389306 -0.602165 -1.189120 0.663242 0.703740 -0.237572 575 576 577 579 580 581 582 583 0.636389 0.732547 0.865207 0.890724 -0.712562 0.657515 0.821335 0.663385 584 585 586 587 588 589 590 591 0.761272 -0.753278 0.703950 -0.511306 0.761480 0.764747 0.752848 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-0.624921 0.171911 -1.353593 -1.682311 1.062685 1299 1300 1301 1302 1303 1304 1305 1306 1.356288 0.985704 0.365139 1.069605 0.084840 -1.067948 -1.227954 -0.185490 1307 1308 1309 1310 1311 1312 1313 1314 -0.851174 0.643308 1.958123 -0.127836 -0.176165 -1.664450 -0.234941 0.027560 1315 1316 1317 1318 1319 1320 1321 1322 0.837007 0.856114 1.052794 -1.030701 -0.062157 0.675814 0.278410 2.173682 1323 1324 1325 1326 1327 1328 1329 1330 0.767973 -1.320210 -1.306367 -0.272158 0.397249 -0.158552 -0.470360 0.345236 1331 1332 1333 1334 1335 1336 1337 1338 -0.721228 0.192581 -0.484610 -0.346946 -0.364522 1.047938 -0.602756 0.386783 1339 1340 1341 1342 1343 1344 1345 1346 -0.764757 -0.377970 0.046245 -0.243799 -1.040012 -0.526104 -0.020558 0.785096 1347 1348 1349 1350 1351 1352 1353 1354 0.380667 1.588263 0.797770 -0.511721 -0.377544 -0.049925 -0.486454 0.584917 1355 1356 1357 1358 1359 1360 1361 1362 0.204774 1.173512 0.430894 -0.370860 0.460849 0.291662 1.037175 0.164249 1363 1364 1365 1366 1367 1368 1369 1370 1.195495 -0.308298 0.739349 -1.414455 0.486733 -0.321199 0.132291 -0.083923 1371 1372 1373 1374 1375 1376 1377 1378 0.544379 -0.241739 -1.180776 0.211045 0.350090 0.805203 -0.249237 1.174897 1379 1380 1381 1382 1383 1384 1385 1386 -0.678996 0.038115 -0.815987 0.332305 -1.271385 1.458716 1.287849 0.030897 1387 1388 1389 1390 1391 1392 1393 1394 -1.103596 -0.243254 -0.372177 -0.891079 1.367240 0.978950 1.101876 -0.332342 1395 1396 1397 1398 1399 1400 1401 1402 0.628632 1.723438 -0.983575 0.463190 0.131145 -1.043789 0.610618 0.767348 1403 1404 1405 1406 1407 1408 1409 1410 -0.361972 1.609357 0.737056 0.961526 -0.462831 0.398864 -0.048109 -0.346471 1411 1412 1413 1414 1415 1416 1417 1418 0.569558 -0.441426 0.663255 -0.938573 0.092230 2.570285 -0.055675 1.752520 1419 1420 1421 1422 1423 1424 1425 1426 -0.309876 0.401704 -2.688099 -1.090139 0.573348 -0.123299 -0.437152 -0.170834 1427 1428 1429 1430 1431 1432 1433 1434 0.364415 -0.336122 0.462462 0.250617 1.924425 -1.178242 -0.257085 0.770287 1435 1436 1437 1438 1439 1440 1441 1442 -0.180436 1.102394 0.053576 1.183497 0.096586 -0.714201 -0.130307 -1.330139 1443 1444 1445 1446 1447 1448 1449 1450 -0.266671 -1.244468 0.711070 0.944582 0.275325 -0.161955 0.507262 0.199705 1451 1452 1453 1454 1455 1456 1457 1458 -0.978140 0.761839 -0.371411 0.378128 0.713894 0.575058 -1.349597 -0.034199 1459 1460 1461 1462 1463 1464 1465 1466 0.316858 0.153545 0.798783 0.085531 1.464808 -0.472167 -0.489173 -1.680419 1467 1468 1469 1470 1471 1472 1473 1474 -0.629956 0.172763 -0.213895 -0.468714 -0.268340 -0.379760 0.979414 0.066535 1475 1476 1477 1478 1479 1480 1481 1482 1.225508 0.286719 -0.582037 1.531544 -0.325328 0.662139 0.566071 1.055537 1483 1484 1485 1486 1487 1488 1489 1490 0.124744 -1.689119 -0.330222 0.074936 -0.025982 -0.331949 1.258939 -1.260609 1491 1492 1493 1494 1495 1496 1497 1498 -0.910725 -0.626311 0.526609 1.277604 0.292833 -0.065508 0.179993 0.998113 1499 1500 0.710539 -0.058641 > all.equal( residuals( testTobit5STwoStep ), + residuals( testTobit5STwoStep, part = "outcome" ) ) [1] TRUE > t5SSamp <- rownames( t5Dat ) %in% names( residuals( testTobit5STwoStep ) ) > round( predict( testTobit5STwoStep, newdata = t5Dat, type = "unconditional" ), 3 ) E[yo1] E[yo2] 1 0.090 0.438 2 0.696 0.465 3 0.687 0.464 4 0.946 0.476 5 0.610 0.461 6 0.726 0.466 7 0.264 0.446 8 0.092 0.438 9 0.933 0.475 10 0.812 0.470 11 0.387 0.451 12 1.001 0.478 13 0.172 0.442 14 0.664 0.463 15 0.112 0.439 16 0.970 0.477 17 0.142 0.440 18 0.241 0.445 19 0.643 0.462 20 0.383 0.451 21 0.127 0.440 22 0.579 0.460 23 0.954 0.476 24 0.879 0.473 25 0.673 0.464 26 0.584 0.460 27 0.872 0.473 28 0.192 0.442 29 0.909 0.474 30 0.061 0.437 31 0.132 0.440 32 0.529 0.457 33 0.324 0.448 34 0.945 0.476 35 0.372 0.450 36 0.931 0.475 37 0.418 0.452 38 0.875 0.473 39 0.762 0.468 40 0.863 0.472 41 0.867 0.472 42 0.716 0.466 43 0.734 0.466 44 0.344 0.449 45 0.571 0.459 46 0.555 0.459 47 0.502 0.456 48 0.355 0.450 49 0.127 0.440 50 0.867 0.472 51 0.479 0.455 52 0.480 0.455 53 1.024 0.479 54 0.546 0.458 55 1.022 0.479 56 0.596 0.460 57 0.710 0.465 58 0.768 0.468 59 0.994 0.478 60 0.466 0.455 61 0.690 0.465 62 0.029 0.435 63 0.707 0.465 64 0.491 0.456 65 0.124 0.439 66 0.662 0.463 67 0.723 0.466 68 0.775 0.468 69 0.668 0.464 70 0.026 0.435 71 0.614 0.461 72 0.784 0.469 73 0.077 0.437 74 0.958 0.476 75 0.656 0.463 76 0.657 0.463 77 0.140 0.440 78 0.856 0.472 79 0.314 0.448 80 0.603 0.461 81 0.316 0.448 82 0.560 0.459 83 0.849 0.472 84 0.243 0.445 85 0.987 0.478 86 0.229 0.444 87 0.797 0.469 88 0.096 0.438 89 0.372 0.450 90 0.876 0.473 91 0.424 0.453 92 0.122 0.439 93 0.842 0.471 94 0.423 0.453 95 0.429 0.453 96 0.704 0.465 97 0.364 0.450 98 0.792 0.469 99 0.140 0.440 100 0.128 0.440 101 0.084 0.438 102 0.933 0.475 103 0.777 0.468 104 0.147 0.440 105 0.539 0.458 106 0.179 0.442 107 0.551 0.458 108 0.012 0.434 109 0.471 0.455 110 0.742 0.467 111 0.793 0.469 112 0.242 0.445 113 0.827 0.471 114 0.424 0.453 115 0.122 0.439 116 0.229 0.444 117 0.475 0.455 118 0.627 0.462 119 0.262 0.446 120 0.934 0.475 121 0.712 0.465 122 0.358 0.450 123 0.921 0.475 124 0.654 0.463 125 0.927 0.475 126 0.247 0.445 127 0.096 0.438 128 0.230 0.444 129 0.506 0.456 130 0.821 0.470 131 0.145 0.440 132 0.976 0.477 133 0.873 0.473 134 0.485 0.455 135 0.680 0.464 136 0.654 0.463 137 0.308 0.448 138 0.543 0.458 139 0.945 0.476 140 NA NA 141 0.113 0.439 142 0.405 0.452 143 0.846 0.471 144 0.721 0.466 145 0.257 0.445 146 0.887 0.473 147 0.986 0.478 148 0.395 0.451 149 0.846 0.471 150 0.084 0.438 151 0.157 0.441 152 0.601 0.461 153 0.515 0.457 154 0.681 0.464 155 0.779 0.468 156 0.565 0.459 157 0.655 0.463 158 0.287 0.447 159 0.850 0.472 160 0.679 0.464 161 0.215 0.443 162 0.819 0.470 163 0.656 0.463 164 0.616 0.461 165 0.525 0.457 166 0.774 0.468 167 0.338 0.449 168 0.513 0.457 169 1.015 0.479 170 0.096 0.438 171 0.217 0.444 172 0.898 0.474 173 0.555 0.459 174 0.548 0.458 175 0.455 0.454 176 0.534 0.458 177 0.709 0.465 178 0.020 0.435 179 0.047 0.436 180 0.172 0.442 181 0.795 0.469 182 0.620 0.461 183 0.344 0.449 184 0.155 0.441 185 0.565 0.459 186 0.249 0.445 187 0.821 0.470 188 0.248 0.445 189 0.414 0.452 190 0.082 0.438 191 0.241 0.445 192 0.662 0.463 193 0.924 0.475 194 0.824 0.470 195 0.204 0.443 196 0.735 0.466 197 0.811 0.470 198 0.494 0.456 199 0.361 0.450 200 0.155 0.441 201 0.922 0.475 202 0.363 0.450 203 0.317 0.448 204 0.119 0.439 205 0.595 0.460 206 0.598 0.460 207 0.218 0.444 208 0.475 0.455 209 0.077 0.437 210 0.659 0.463 211 0.830 0.471 212 0.463 0.454 213 0.863 0.472 214 0.580 0.460 215 0.717 0.466 216 0.287 0.447 217 0.975 0.477 218 0.013 0.434 219 0.316 0.448 220 0.408 0.452 221 0.563 0.459 222 0.697 0.465 223 0.034 0.435 224 0.373 0.450 225 0.156 0.441 226 0.599 0.460 227 0.034 0.435 228 0.778 0.468 229 NA NA 230 0.813 0.470 231 0.969 0.477 232 0.055 0.436 233 0.432 0.453 234 0.708 0.465 235 0.505 0.456 236 0.665 0.463 237 0.500 0.456 238 0.235 0.444 239 0.244 0.445 240 0.246 0.445 241 0.634 0.462 242 0.358 0.450 243 0.949 0.476 244 0.827 0.471 245 0.690 0.464 246 0.088 0.438 247 0.966 0.477 248 0.377 0.451 249 0.053 0.436 250 0.780 0.469 251 0.597 0.460 252 0.732 0.466 253 0.545 0.458 254 0.385 0.451 255 0.981 0.477 256 0.664 0.463 257 0.838 0.471 258 0.639 0.462 259 0.638 0.462 260 1.017 0.479 261 0.243 0.445 262 0.382 0.451 263 0.879 0.473 264 0.824 0.470 265 0.609 0.461 266 0.819 0.470 267 0.289 0.447 268 0.514 0.457 269 0.136 0.440 270 0.563 0.459 271 0.577 0.460 272 0.996 0.478 273 0.307 0.448 274 0.365 0.450 275 0.015 0.435 276 0.339 0.449 277 0.401 0.452 278 0.388 0.451 279 0.535 0.458 280 0.694 0.465 281 0.573 0.459 282 0.419 0.452 283 0.088 0.438 284 1.018 0.479 285 0.090 0.438 286 0.323 0.448 287 0.255 0.445 288 0.644 0.462 289 0.706 0.465 290 0.761 0.468 291 0.428 0.453 292 0.034 0.435 293 0.496 0.456 294 0.533 0.458 295 0.483 0.455 296 0.104 0.439 297 0.548 0.458 298 0.043 0.436 299 0.586 0.460 300 0.802 0.469 301 0.658 0.463 302 0.814 0.470 303 0.856 0.472 304 0.688 0.464 305 0.021 0.435 306 0.844 0.471 307 0.232 0.444 308 0.376 0.451 309 0.490 0.456 310 0.425 0.453 311 0.924 0.475 312 0.083 0.438 313 0.477 0.455 314 0.860 0.472 315 0.205 0.443 316 0.042 0.436 317 0.534 0.458 318 0.815 0.470 319 0.816 0.470 320 0.848 0.472 321 0.959 0.476 322 0.693 0.465 323 0.579 0.460 324 0.311 0.448 325 0.956 0.476 326 0.939 0.476 327 0.322 0.448 328 0.565 0.459 329 0.530 0.457 330 0.912 0.474 331 0.337 0.449 332 0.247 0.445 333 0.379 0.451 334 0.523 0.457 335 0.945 0.476 336 0.518 0.457 337 0.050 0.436 338 0.402 0.452 339 0.669 0.464 340 0.858 0.472 341 0.784 0.469 342 0.821 0.470 343 0.243 0.445 344 0.489 0.456 345 0.462 0.454 346 0.084 0.438 347 0.650 0.463 348 0.055 0.436 349 0.225 0.444 350 0.882 0.473 351 0.208 0.443 352 0.641 0.462 353 0.904 0.474 354 0.741 0.467 355 0.261 0.445 356 0.589 0.460 357 0.337 0.449 358 0.202 0.443 359 0.226 0.444 360 0.720 0.466 361 0.280 0.446 362 0.025 0.435 363 0.740 0.467 364 0.649 0.463 365 0.481 0.455 366 0.011 0.434 367 0.904 0.474 368 0.156 0.441 369 0.298 0.447 370 0.882 0.473 371 0.010 0.434 372 0.906 0.474 373 0.122 0.439 374 0.837 0.471 375 0.930 0.475 376 0.930 0.475 377 0.869 0.472 378 0.454 0.454 379 0.955 0.476 380 0.379 0.451 381 0.407 0.452 382 0.133 0.440 383 0.960 0.476 384 0.334 0.449 385 0.166 0.441 386 0.915 0.474 387 0.870 0.473 388 0.382 0.451 389 0.278 0.446 390 0.996 0.478 391 0.406 0.452 392 0.050 0.436 393 0.660 0.463 394 0.387 0.451 395 0.097 0.438 396 0.686 0.464 397 0.816 0.470 398 0.865 0.472 399 0.595 0.460 400 0.775 0.468 401 0.543 0.458 402 0.557 0.459 403 0.822 0.470 404 0.730 0.466 405 0.400 0.452 406 0.726 0.466 407 1.002 0.478 408 0.985 0.478 409 0.891 0.473 410 0.139 0.440 411 0.015 0.435 412 0.855 0.472 413 0.461 0.454 414 0.665 0.463 415 0.270 0.446 416 0.971 0.477 417 0.621 0.461 418 0.256 0.445 419 0.338 0.449 420 0.428 0.453 421 0.886 0.473 422 0.607 0.461 423 0.543 0.458 424 0.945 0.476 425 0.967 0.477 426 0.180 0.442 427 0.604 0.461 428 0.662 0.463 429 0.676 0.464 430 0.698 0.465 431 0.650 0.463 432 0.260 0.445 433 0.862 0.472 434 0.394 0.451 435 0.672 0.464 436 0.393 0.451 437 0.416 0.452 438 0.553 0.458 439 0.702 0.465 440 0.786 0.469 441 0.349 0.449 442 0.143 0.440 443 1.001 0.478 444 0.219 0.444 445 0.240 0.445 446 0.601 0.461 447 0.460 0.454 448 0.695 0.465 449 0.036 0.435 450 0.482 0.455 451 0.296 0.447 452 0.038 0.436 453 0.592 0.460 454 0.343 0.449 455 0.156 0.441 456 0.685 0.464 457 0.209 0.443 458 0.510 0.457 459 0.556 0.459 460 0.497 0.456 461 0.592 0.460 462 0.399 0.452 463 0.812 0.470 464 0.043 0.436 465 0.360 0.450 466 0.467 0.455 467 0.623 0.462 468 1.003 0.478 469 0.296 0.447 470 0.273 0.446 471 0.229 0.444 472 0.758 0.468 473 1.005 0.478 474 0.573 0.459 475 0.275 0.446 476 0.923 0.475 477 0.292 0.447 478 0.935 0.475 479 0.930 0.475 480 0.767 0.468 481 0.381 0.451 482 0.042 0.436 483 0.446 0.454 484 0.986 0.478 485 0.277 0.446 486 0.582 0.460 487 0.454 0.454 488 0.548 0.458 489 0.455 0.454 490 0.998 0.478 491 0.344 0.449 492 0.794 0.469 493 0.073 0.437 494 1.004 0.478 495 0.903 0.474 496 0.037 0.436 497 0.126 0.440 498 0.818 0.470 499 0.052 0.436 500 0.452 0.454 501 0.139 0.440 502 0.220 0.444 503 0.182 0.442 504 0.647 0.463 505 0.976 0.477 506 0.961 0.477 507 0.587 0.460 508 0.755 0.467 509 0.194 0.443 510 0.461 0.454 511 0.938 0.475 512 0.582 0.460 513 0.528 0.457 514 0.735 0.466 515 0.435 0.453 516 0.012 0.434 517 0.142 0.440 518 0.214 0.443 519 0.163 0.441 520 0.714 0.466 521 0.645 0.463 522 0.822 0.470 523 0.178 0.442 524 0.474 0.455 525 0.404 0.452 526 0.626 0.462 527 0.406 0.452 528 0.094 0.438 529 0.470 0.455 530 0.731 0.466 531 0.919 0.475 532 0.091 0.438 533 0.071 0.437 534 0.190 0.442 535 0.431 0.453 536 0.147 0.440 537 0.131 0.440 538 0.443 0.454 539 0.674 0.464 540 0.479 0.455 541 0.507 0.456 542 0.771 0.468 543 0.247 0.445 544 0.400 0.452 545 0.722 0.466 546 0.232 0.444 547 0.200 0.443 548 0.539 0.458 549 0.453 0.454 550 0.742 0.467 551 0.995 0.478 552 0.445 0.454 553 0.989 0.478 554 0.402 0.452 555 1.018 0.479 556 0.154 0.441 557 0.702 0.465 558 0.561 0.459 559 0.180 0.442 560 0.476 0.455 561 0.374 0.451 562 0.538 0.458 563 0.119 0.439 564 0.309 0.448 565 0.079 0.437 566 0.015 0.435 567 0.740 0.467 568 0.493 0.456 569 0.321 0.448 570 0.074 0.437 571 0.163 0.441 572 0.095 0.438 573 0.246 0.445 574 0.906 0.474 575 0.192 0.442 576 0.798 0.469 577 0.971 0.477 578 0.080 0.437 579 1.027 0.479 580 0.132 0.440 581 0.252 0.445 582 0.273 0.446 583 0.777 0.468 584 0.256 0.445 585 0.407 0.452 586 0.038 0.436 587 0.424 0.453 588 0.344 0.449 589 0.323 0.448 590 0.771 0.468 591 0.154 0.441 592 0.562 0.459 593 0.533 0.458 594 0.380 0.451 595 0.720 0.466 596 0.386 0.451 597 0.395 0.451 598 0.681 0.464 599 0.643 0.462 600 0.728 0.466 601 0.240 0.445 602 0.430 0.453 603 0.137 0.440 604 0.659 0.463 605 0.140 0.440 606 0.399 0.452 607 0.757 0.467 608 0.831 0.471 609 0.281 0.446 610 0.537 0.458 611 0.975 0.477 612 0.126 0.440 613 0.656 0.463 614 1.015 0.479 615 0.118 0.439 616 0.622 0.461 617 0.480 0.455 618 0.206 0.443 619 1.012 0.479 620 0.027 0.435 621 0.038 0.436 622 0.832 0.471 623 0.594 0.460 624 0.501 0.456 625 0.082 0.438 626 0.517 0.457 627 0.998 0.478 628 0.388 0.451 629 0.358 0.450 630 0.694 0.465 631 0.146 0.440 632 0.973 0.477 633 0.522 0.457 634 0.379 0.451 635 0.400 0.452 636 0.701 0.465 637 0.676 0.464 638 0.500 0.456 639 0.016 0.435 640 0.799 0.469 641 0.102 0.438 642 1.027 0.479 643 0.050 0.436 644 0.766 0.468 645 0.678 0.464 646 0.038 0.436 647 0.701 0.465 648 0.083 0.438 649 0.086 0.438 650 0.886 0.473 651 0.516 0.457 652 0.096 0.438 653 0.023 0.435 654 0.212 0.443 655 0.709 0.465 656 0.315 0.448 657 0.873 0.473 658 0.096 0.438 659 0.354 0.450 660 0.398 0.452 661 0.342 0.449 662 0.099 0.438 663 0.718 0.466 664 0.733 0.466 665 0.612 0.461 666 0.909 0.474 667 0.949 0.476 668 0.511 0.457 669 0.868 0.472 670 0.077 0.437 671 1.016 0.479 672 0.432 0.453 673 0.111 0.439 674 0.076 0.437 675 0.700 0.465 676 0.604 0.461 677 0.724 0.466 678 0.330 0.449 679 0.398 0.452 680 0.687 0.464 681 0.020 0.435 682 1.027 0.479 683 0.319 0.448 684 0.160 0.441 685 0.344 0.449 686 0.080 0.437 687 0.972 0.477 688 0.151 0.441 689 0.509 0.456 690 0.311 0.448 691 0.318 0.448 692 0.458 0.454 693 0.318 0.448 694 0.132 0.440 695 0.463 0.454 696 0.987 0.478 697 0.267 0.446 698 0.739 0.467 699 0.739 0.467 700 0.343 0.449 701 0.780 0.469 702 0.917 0.475 703 0.439 0.453 704 0.674 0.464 705 0.688 0.464 706 0.271 0.446 707 0.735 0.467 708 0.280 0.446 709 0.211 0.443 710 0.965 0.477 711 0.675 0.464 712 0.206 0.443 713 0.795 0.469 714 0.577 0.459 715 0.691 0.465 716 0.117 0.439 717 0.699 0.465 718 0.051 0.436 719 0.341 0.449 720 0.220 0.444 721 0.373 0.450 722 0.468 0.455 723 0.362 0.450 724 0.737 0.467 725 0.528 0.457 726 0.188 0.442 727 0.364 0.450 728 0.287 0.447 729 0.708 0.465 730 0.020 0.435 731 0.801 0.469 732 0.019 0.435 733 0.588 0.460 734 0.692 0.465 735 0.989 0.478 736 0.251 0.445 737 0.109 0.439 738 0.354 0.450 739 0.939 0.476 740 0.018 0.435 741 0.908 0.474 742 1.000 0.478 743 0.114 0.439 744 0.575 0.459 745 0.068 0.437 746 0.632 0.462 747 0.048 0.436 748 0.669 0.464 749 0.875 0.473 750 0.379 0.451 751 0.588 0.460 752 0.112 0.439 753 0.059 0.437 754 0.056 0.436 755 0.418 0.452 756 0.104 0.439 757 0.321 0.448 758 0.613 0.461 759 0.508 0.456 760 0.778 0.468 761 0.419 0.452 762 0.724 0.466 763 0.365 0.450 764 0.371 0.450 765 1.006 0.479 766 0.293 0.447 767 0.828 0.471 768 0.198 0.443 769 0.974 0.477 770 0.402 0.452 771 0.364 0.450 772 0.162 0.441 773 0.014 0.435 774 0.607 0.461 775 0.747 0.467 776 1.026 0.479 777 0.242 0.445 778 0.450 0.454 779 0.984 0.478 780 0.745 0.467 781 0.009 0.434 782 0.196 0.443 783 0.695 0.465 784 0.130 0.440 785 0.938 0.475 786 0.370 0.450 787 0.721 0.466 788 1.026 0.479 789 0.100 0.438 790 0.730 0.466 791 0.476 0.455 792 0.933 0.475 793 0.598 0.460 794 0.711 0.465 795 1.006 0.479 796 0.543 0.458 797 0.560 0.459 798 0.478 0.455 799 0.452 0.454 800 0.183 0.442 801 0.342 0.449 802 0.625 0.462 803 0.563 0.459 804 0.941 0.476 805 0.551 0.458 806 0.545 0.458 807 0.965 0.477 808 0.625 0.462 809 0.696 0.465 810 0.418 0.452 811 0.293 0.447 812 0.509 0.456 813 0.297 0.447 814 0.826 0.471 815 0.929 0.475 816 0.747 0.467 817 0.110 0.439 818 0.909 0.474 819 0.421 0.453 820 0.876 0.473 821 0.737 0.467 822 0.835 0.471 823 0.622 0.462 824 0.780 0.468 825 0.020 0.435 826 0.710 0.465 827 0.735 0.467 828 0.895 0.474 829 0.385 0.451 830 0.100 0.438 831 0.978 0.477 832 0.345 0.449 833 0.970 0.477 834 0.508 0.456 835 1.010 0.479 836 NA NA 837 0.277 0.446 838 0.274 0.446 839 0.472 0.455 840 0.703 0.465 841 0.061 0.437 842 0.524 0.457 843 0.447 0.454 844 NA NA 845 0.236 0.444 846 0.933 0.475 847 0.032 0.435 848 0.486 0.455 849 0.276 0.446 850 0.069 0.437 851 0.279 0.446 852 0.351 0.449 853 0.351 0.449 854 0.058 0.436 855 0.803 0.470 856 0.555 0.459 857 0.611 0.461 858 0.236 0.444 859 0.624 0.462 860 0.384 0.451 861 0.503 0.456 862 1.002 0.478 863 0.674 0.464 864 0.499 0.456 865 0.785 0.469 866 1.012 0.479 867 1.006 0.479 868 0.533 0.458 869 0.645 0.463 870 0.737 0.467 871 0.622 0.461 872 0.285 0.447 873 0.488 0.456 874 0.265 0.446 875 0.090 0.438 876 0.969 0.477 877 0.613 0.461 878 0.929 0.475 879 0.178 0.442 880 0.100 0.438 881 0.881 0.473 882 0.122 0.439 883 0.146 0.440 884 0.784 0.469 885 0.176 0.442 886 0.156 0.441 887 0.831 0.471 888 0.940 0.476 889 0.842 0.471 890 0.686 0.464 891 0.962 0.477 892 0.958 0.476 893 0.992 0.478 894 0.564 0.459 895 0.617 0.461 896 0.904 0.474 897 0.689 0.464 898 0.320 0.448 899 0.746 0.467 900 0.290 0.447 901 0.386 0.451 902 0.256 0.445 903 0.238 0.444 904 0.935 0.475 905 0.530 0.457 906 0.392 0.451 907 0.433 0.453 908 0.901 0.474 909 0.222 0.444 910 0.814 0.470 911 0.935 0.475 912 0.890 0.473 913 0.034 0.435 914 0.114 0.439 915 0.464 0.454 916 0.977 0.477 917 0.292 0.447 918 0.447 0.454 919 0.280 0.446 920 0.253 0.445 921 0.594 0.460 922 0.280 0.446 923 0.191 0.442 924 0.933 0.475 925 0.955 0.476 926 0.223 0.444 927 0.103 0.439 928 0.338 0.449 929 0.925 0.475 930 0.675 0.464 931 0.803 0.470 932 0.834 0.471 933 1.001 0.478 934 0.462 0.454 935 0.887 0.473 936 0.036 0.436 937 0.910 0.474 938 0.959 0.476 939 1.001 0.478 940 0.382 0.451 941 0.309 0.448 942 0.298 0.447 943 0.432 0.453 944 0.230 0.444 945 0.738 0.467 946 0.209 0.443 947 0.695 0.465 948 0.092 0.438 949 0.972 0.477 950 0.117 0.439 951 0.261 0.446 952 0.041 0.436 953 0.152 0.441 954 0.447 0.454 955 0.950 0.476 956 0.424 0.453 957 0.564 0.459 958 0.531 0.457 959 0.697 0.465 960 0.601 0.461 961 0.837 0.471 962 0.759 0.468 963 0.307 0.448 964 0.449 0.454 965 0.691 0.465 966 0.502 0.456 967 0.192 0.442 968 0.896 0.474 969 0.527 0.457 970 0.281 0.446 971 0.760 0.468 972 0.962 0.477 973 0.316 0.448 974 0.499 0.456 975 0.447 0.454 976 0.473 0.455 977 0.961 0.477 978 0.739 0.467 979 0.340 0.449 980 0.866 0.472 981 0.597 0.460 982 0.935 0.475 983 0.388 0.451 984 0.934 0.475 985 0.103 0.438 986 0.187 0.442 987 0.665 0.463 988 0.819 0.470 989 0.059 0.437 990 1.001 0.478 991 0.567 0.459 992 0.217 0.444 993 0.653 0.463 994 0.559 0.459 995 0.141 0.440 996 0.618 0.461 997 0.646 0.463 998 0.769 0.468 999 0.251 0.445 1000 0.633 0.462 1001 0.833 0.471 1002 0.687 0.464 1003 0.661 0.463 1004 0.087 0.438 1005 0.876 0.473 1006 0.664 0.463 1007 0.349 0.449 1008 0.133 0.440 1009 0.838 0.471 1010 0.369 0.450 1011 0.503 0.456 1012 0.258 0.445 1013 1.016 0.479 1014 0.253 0.445 1015 0.425 0.453 1016 0.293 0.447 1017 0.174 0.442 1018 0.941 0.476 1019 0.950 0.476 1020 0.373 0.450 1021 0.415 0.452 1022 0.361 0.450 1023 0.693 0.465 1024 0.854 0.472 1025 0.621 0.461 1026 0.307 0.448 1027 0.508 0.456 1028 0.289 0.447 1029 0.348 0.449 1030 0.155 0.441 1031 0.724 0.466 1032 0.673 0.464 1033 0.749 0.467 1034 0.623 0.462 1035 0.480 0.455 1036 0.443 0.454 1037 0.996 0.478 1038 0.529 0.457 1039 0.509 0.456 1040 0.117 0.439 1041 0.756 0.467 1042 0.892 0.473 1043 0.420 0.453 1044 0.104 0.439 1045 0.301 0.447 1046 0.939 0.476 1047 0.594 0.460 1048 0.354 0.450 1049 0.349 0.449 1050 0.438 0.453 1051 0.958 0.476 1052 1.020 0.479 1053 0.997 0.478 1054 0.534 0.458 1055 0.040 0.436 1056 0.236 0.444 1057 0.140 0.440 1058 0.387 0.451 1059 0.865 0.472 1060 0.899 0.474 1061 0.332 0.449 1062 0.023 0.435 1063 0.943 0.476 1064 0.072 0.437 1065 0.877 0.473 1066 0.188 0.442 1067 0.441 0.453 1068 0.568 0.459 1069 0.035 0.435 1070 0.852 0.472 1071 0.803 0.470 1072 0.956 0.476 1073 0.421 0.453 1074 0.907 0.474 1075 0.261 0.445 1076 0.738 0.467 1077 0.665 0.463 1078 0.836 0.471 1079 0.775 0.468 1080 0.332 0.449 1081 0.214 0.443 1082 0.481 0.455 1083 0.169 0.441 1084 0.707 0.465 1085 0.055 0.436 1086 0.489 0.456 1087 0.249 0.445 1088 0.705 0.465 1089 0.293 0.447 1090 0.296 0.447 1091 0.507 0.456 1092 0.650 0.463 1093 0.105 0.439 1094 0.244 0.445 1095 0.521 0.457 1096 0.736 0.467 1097 0.894 0.474 1098 0.819 0.470 1099 0.936 0.475 1100 0.524 0.457 1101 0.465 0.455 1102 0.274 0.446 1103 0.396 0.451 1104 0.040 0.436 1105 0.706 0.465 1106 0.214 0.443 1107 0.635 0.462 1108 0.645 0.463 1109 0.346 0.449 1110 0.165 0.441 1111 0.246 0.445 1112 0.473 0.455 1113 0.905 0.474 1114 0.058 0.436 1115 0.681 0.464 1116 0.618 0.461 1117 0.428 0.453 1118 0.685 0.464 1119 0.544 0.458 1120 0.808 0.470 1121 0.010 0.434 1122 0.676 0.464 1123 0.200 0.443 1124 0.739 0.467 1125 0.238 0.444 1126 0.893 0.473 1127 0.978 0.477 1128 0.813 0.470 1129 0.414 0.452 1130 0.380 0.451 1131 0.312 0.448 1132 0.748 0.467 1133 0.845 0.471 1134 0.536 0.458 1135 0.685 0.464 1136 0.958 0.476 1137 0.535 0.458 1138 0.880 0.473 1139 1.023 0.479 1140 0.223 0.444 1141 1.011 0.479 1142 0.194 0.443 1143 0.795 0.469 1144 0.774 0.468 1145 0.349 0.449 1146 0.473 0.455 1147 0.596 0.460 1148 0.037 0.436 1149 0.308 0.448 1150 0.165 0.441 1151 0.026 0.435 1152 0.054 0.436 1153 0.452 0.454 1154 0.746 0.467 1155 0.379 0.451 1156 0.170 0.441 1157 0.616 0.461 1158 0.889 0.473 1159 0.720 0.466 1160 0.094 0.438 1161 0.893 0.473 1162 0.200 0.443 1163 0.205 0.443 1164 0.120 0.439 1165 0.519 0.457 1166 0.920 0.475 1167 0.680 0.464 1168 0.481 0.455 1169 0.362 0.450 1170 0.599 0.460 1171 0.142 0.440 1172 0.270 0.446 1173 0.329 0.449 1174 0.180 0.442 1175 0.345 0.449 1176 0.253 0.445 1177 0.444 0.454 1178 0.689 0.464 1179 0.262 0.446 1180 0.353 0.450 1181 0.267 0.446 1182 0.720 0.466 1183 0.567 0.459 1184 0.019 0.435 1185 0.448 0.454 1186 0.830 0.471 1187 0.049 0.436 1188 0.277 0.446 1189 0.951 0.476 1190 0.354 0.450 1191 0.495 0.456 1192 0.146 0.440 1193 0.737 0.467 1194 0.697 0.465 1195 0.299 0.447 1196 0.808 0.470 1197 0.267 0.446 1198 0.485 0.455 1199 0.544 0.458 1200 0.137 0.440 1201 0.996 0.478 1202 0.655 0.463 1203 0.649 0.463 1204 0.242 0.445 1205 0.928 0.475 1206 0.039 0.436 1207 0.180 0.442 1208 0.587 0.460 1209 0.237 0.444 1210 0.537 0.458 1211 0.250 0.445 1212 0.619 0.461 1213 0.995 0.478 1214 0.552 0.458 1215 0.324 0.448 1216 0.512 0.457 1217 0.233 0.444 1218 0.188 0.442 1219 0.430 0.453 1220 0.196 0.443 1221 0.512 0.457 1222 0.901 0.474 1223 0.757 0.467 1224 0.826 0.471 1225 0.927 0.475 1226 0.539 0.458 1227 0.241 0.445 1228 1.023 0.479 1229 0.293 0.447 1230 0.744 0.467 1231 0.876 0.473 1232 0.930 0.475 1233 0.705 0.465 1234 1.026 0.479 1235 0.034 0.435 1236 0.486 0.455 1237 0.583 0.460 1238 0.464 0.454 1239 0.243 0.445 1240 0.182 0.442 1241 0.814 0.470 1242 0.311 0.448 1243 0.170 0.441 1244 0.912 0.474 1245 0.393 0.451 1246 0.124 0.439 1247 0.408 0.452 1248 0.150 0.441 1249 0.629 0.462 1250 0.776 0.468 1251 0.909 0.474 1252 0.883 0.473 1253 0.501 0.456 1254 0.397 0.452 1255 0.121 0.439 1256 0.912 0.474 1257 NA NA 1258 0.868 0.472 1259 0.275 0.446 1260 0.760 0.468 1261 0.998 0.478 1262 0.818 0.470 1263 0.130 0.440 1264 0.170 0.441 1265 0.172 0.442 1266 0.828 0.471 1267 0.374 0.450 1268 0.047 0.436 1269 0.337 0.449 1270 0.486 0.455 1271 0.104 0.439 1272 0.636 0.462 1273 0.375 0.451 1274 0.100 0.438 1275 0.223 0.444 1276 0.491 0.456 1277 0.188 0.442 1278 0.220 0.444 1279 0.074 0.437 1280 0.442 0.454 1281 0.223 0.444 1282 0.806 0.470 1283 0.283 0.446 1284 0.756 0.467 1285 0.434 0.453 1286 0.703 0.465 1287 0.261 0.445 1288 0.323 0.448 1289 1.001 0.478 1290 0.681 0.464 1291 0.252 0.445 1292 0.624 0.462 1293 0.708 0.465 1294 0.677 0.464 1295 0.359 0.450 1296 0.732 0.466 1297 0.505 0.456 1298 0.964 0.477 1299 0.013 0.434 1300 0.607 0.461 1301 0.513 0.457 1302 0.965 0.477 1303 0.841 0.471 1304 0.916 0.475 1305 0.208 0.443 1306 0.536 0.458 1307 0.009 0.434 1308 0.926 0.475 1309 0.458 0.454 1310 0.274 0.446 1311 0.375 0.451 1312 0.520 0.457 1313 0.576 0.459 1314 0.586 0.460 1315 0.645 0.463 1316 0.974 0.477 1317 0.601 0.461 1318 0.087 0.438 1319 0.023 0.435 1320 0.646 0.463 1321 0.094 0.438 1322 0.089 0.438 1323 0.253 0.445 1324 0.347 0.449 1325 0.988 0.478 1326 0.307 0.448 1327 0.802 0.469 1328 0.769 0.468 1329 0.516 0.457 1330 1.027 0.479 1331 0.923 0.475 1332 0.710 0.465 1333 0.628 0.462 1334 0.813 0.470 1335 0.954 0.476 1336 0.695 0.465 1337 0.446 0.454 1338 0.063 0.437 1339 0.743 0.467 1340 0.969 0.477 1341 0.914 0.474 1342 0.593 0.460 1343 0.860 0.472 1344 0.480 0.455 1345 0.585 0.460 1346 0.358 0.450 1347 0.389 0.451 1348 0.389 0.451 1349 0.449 0.454 1350 0.139 0.440 1351 0.288 0.447 1352 0.608 0.461 1353 0.119 0.439 1354 0.251 0.445 1355 0.163 0.441 1356 0.848 0.472 1357 0.436 0.453 1358 0.802 0.469 1359 0.072 0.437 1360 0.160 0.441 1361 0.757 0.467 1362 0.151 0.441 1363 0.966 0.477 1364 0.211 0.443 1365 0.169 0.441 1366 0.714 0.466 1367 0.786 0.469 1368 0.136 0.440 1369 0.779 0.468 1370 0.859 0.472 1371 0.377 0.451 1372 0.521 0.457 1373 0.626 0.462 1374 0.758 0.468 1375 0.831 0.471 1376 0.950 0.476 1377 0.854 0.472 1378 0.997 0.478 1379 0.741 0.467 1380 0.829 0.471 1381 0.850 0.472 1382 0.769 0.468 1383 0.531 0.457 1384 0.409 0.452 1385 0.367 0.450 1386 0.746 0.467 1387 0.689 0.464 1388 0.990 0.478 1389 0.803 0.470 1390 0.609 0.461 1391 0.559 0.459 1392 0.695 0.465 1393 0.158 0.441 1394 0.698 0.465 1395 0.370 0.450 1396 0.642 0.462 1397 0.830 0.471 1398 0.741 0.467 1399 0.884 0.473 1400 0.839 0.471 1401 0.072 0.437 1402 0.658 0.463 1403 0.334 0.449 1404 0.489 0.456 1405 0.501 0.456 1406 0.019 0.435 1407 0.729 0.466 1408 0.682 0.464 1409 0.133 0.440 1410 0.525 0.457 1411 1.007 0.479 1412 0.194 0.443 1413 0.706 0.465 1414 0.710 0.465 1415 0.918 0.475 1416 0.135 0.440 1417 0.379 0.451 1418 0.477 0.455 1419 0.389 0.451 1420 0.289 0.447 1421 0.736 0.467 1422 0.888 0.473 1423 0.943 0.476 1424 0.834 0.471 1425 0.810 0.470 1426 1.020 0.479 1427 0.330 0.449 1428 1.012 0.479 1429 0.616 0.461 1430 0.933 0.475 1431 0.723 0.466 1432 1.013 0.479 1433 0.473 0.455 1434 0.961 0.477 1435 0.899 0.474 1436 0.149 0.441 1437 0.951 0.476 1438 0.940 0.476 1439 0.432 0.453 1440 0.368 0.450 1441 0.941 0.476 1442 0.651 0.463 1443 0.182 0.442 1444 0.266 0.446 1445 0.256 0.445 1446 0.228 0.444 1447 0.983 0.478 1448 0.388 0.451 1449 0.338 0.449 1450 0.867 0.472 1451 0.298 0.447 1452 0.277 0.446 1453 0.882 0.473 1454 0.061 0.437 1455 0.986 0.478 1456 0.935 0.475 1457 0.855 0.472 1458 0.378 0.451 1459 0.016 0.435 1460 0.407 0.452 1461 0.858 0.472 1462 0.099 0.438 1463 0.712 0.465 1464 0.616 0.461 1465 0.722 0.466 1466 0.012 0.434 1467 0.730 0.466 1468 0.580 0.460 1469 0.066 0.437 1470 0.842 0.471 1471 0.505 0.456 1472 0.595 0.460 1473 0.840 0.471 1474 0.503 0.456 1475 0.129 0.440 1476 0.866 0.472 1477 0.053 0.436 1478 0.887 0.473 1479 0.420 0.453 1480 0.772 0.468 1481 0.480 0.455 1482 0.412 0.452 1483 0.326 0.448 1484 0.136 0.440 1485 0.341 0.449 1486 0.821 0.470 1487 0.426 0.453 1488 0.285 0.447 1489 0.657 0.463 1490 0.987 0.478 1491 0.127 0.440 1492 0.025 0.435 1493 0.386 0.451 1494 0.891 0.473 1495 0.715 0.466 1496 0.152 0.441 1497 0.449 0.454 1498 0.538 0.458 1499 0.623 0.462 1500 0.352 0.450 > all( is.na( predict( testTobit5STwoStep, type = "unconditional" )[ + cbind( t5Dat$ys, !t5Dat$ys )[ t5SSamp, ] ] ) ) [1] TRUE > all.equal( predict( testTobit5STwoStep, type = "unconditional" )[ + !t5Dat$ys[ t5SSamp ], 1 ], + predict( testTobit5STwoStep, newdata = t5Dat[ t5SSamp & !t5Dat$ys, ], + type = "unconditional" )[ , 1 ] ) [1] TRUE > all.equal( predict( testTobit5STwoStep, type = "unconditional" )[ + t5Dat$ys[ t5SSamp ], 2 ], + predict( testTobit5STwoStep, newdata = t5Dat[ t5SSamp & t5Dat$ys, ], + type = "unconditional" )[ , 2 ] ) [1] TRUE > all.equal( + rowSums( predict( testTobit5STwoStep, type = "conditional" )[ , c(1,4)], na.rm = TRUE ), + fitted( testTobit5STwoStep ), check.attributes = FALSE ) [1] TRUE > all.equal( + predict( testTobit5STwoStep, newdata = t5Dat[ , c( "xo1", "xo2" ) ], + type = "unconditional" ), + predict( testTobit5STwoStep, newdata = t5Dat, type = "unconditional" ) ) [1] TRUE > round( predict( testTobit5STwoStep, newdata = t5Dat, type = "conditional" ), 3 ) E[yo1|ys=0] E[yo1|ys=1] E[yo2|ys=0] E[yo2|ys=1] 1 -1.280 0.378 -0.405 0.614 2 -0.716 0.963 -0.404 0.629 3 -0.190 1.300 -0.075 0.841 4 0.127 1.609 -0.028 0.884 5 -0.163 1.316 -0.014 0.895 6 -0.492 1.095 -0.283 0.693 7 -0.647 0.847 -0.115 0.804 8 -1.117 0.466 -0.305 0.668 9 0.190 1.669 0.018 0.927 10 -0.027 1.458 -0.046 0.867 11 -0.809 0.769 -0.284 0.686 12 -0.222 1.367 -0.274 0.703 13 -1.203 0.457 -0.404 0.617 14 -0.547 1.037 -0.281 0.693 15 NA NA NA NA 16 0.055 1.551 -0.085 0.834 17 -1.250 0.419 -0.416 0.610 18 -0.551 0.930 -0.043 0.868 19 -0.293 1.206 -0.113 0.809 20 -0.435 1.047 -0.052 0.859 21 -1.103 0.489 -0.316 0.662 22 -0.454 1.068 -0.176 0.761 23 0.161 1.642 -0.012 0.899 24 -0.416 1.205 -0.323 0.673 25 -0.278 1.224 -0.121 0.803 26 -0.259 1.226 -0.058 0.855 27 -0.151 1.369 -0.156 0.778 28 -0.821 0.696 -0.180 0.752 29 0.072 1.556 -0.040 0.872 30 -1.195 0.408 -0.336 0.650 31 -1.036 0.531 -0.278 0.685 32 -0.742 0.868 -0.324 0.666 33 -0.701 0.819 -0.182 0.753 34 -0.194 1.362 -0.224 0.733 35 -0.603 0.905 -0.149 0.778 36 -0.399 1.239 -0.343 0.664 37 -0.721 0.836 -0.248 0.709 38 -0.507 1.156 -0.377 0.646 39 -0.363 1.189 -0.224 0.730 40 -0.218 1.319 -0.192 0.753 41 -0.236 1.308 -0.206 0.743 42 -0.647 1.007 -0.372 0.644 43 -0.085 1.398 -0.037 0.874 44 -0.669 0.848 -0.174 0.759 45 -0.512 1.025 -0.207 0.739 46 -0.526 1.010 -0.206 0.739 47 -0.300 1.181 -0.037 0.874 48 -0.700 0.829 -0.199 0.741 49 -1.044 0.524 -0.280 0.684 50 -0.139 1.376 -0.146 0.785 51 -0.262 1.217 0.000 0.909 52 -0.609 0.930 -0.214 0.732 53 -0.388 1.291 -0.389 0.644 54 -0.204 1.276 -0.003 0.907 55 -0.105 1.447 -0.214 0.741 56 -0.238 1.246 -0.053 0.860 57 -0.062 1.418 -0.009 0.901 58 -0.197 1.308 -0.126 0.800 59 -0.059 1.469 -0.170 0.770 60 -0.271 1.208 0.001 0.911 61 -0.047 1.432 0.011 0.921 62 -0.988 0.530 -0.190 0.743 63 -0.429 1.126 -0.233 0.723 64 -0.903 0.767 -0.401 0.625 65 -0.616 0.863 -0.016 0.894 66 -0.496 1.067 -0.249 0.712 67 -0.222 1.279 -0.115 0.808 68 -0.216 1.295 -0.141 0.788 69 -0.354 1.165 -0.164 0.770 70 -1.247 0.364 -0.348 0.643 71 -0.341 1.163 -0.126 0.798 72 -0.521 1.104 -0.334 0.666 73 -0.780 0.707 -0.089 0.825 74 -0.293 1.308 -0.293 0.692 75 -0.576 1.016 -0.295 0.685 76 -0.095 1.384 0.001 0.910 77 -1.123 0.483 -0.336 0.651 78 0.048 1.530 -0.025 0.886 79 -0.451 1.028 -0.022 0.887 80 -0.452 1.077 -0.188 0.752 81 -0.714 0.808 -0.185 0.750 82 -0.607 0.959 -0.259 0.704 83 0.040 1.522 -0.026 0.885 84 -0.587 0.897 -0.066 0.847 85 0.111 1.600 -0.061 0.854 86 -1.116 0.528 -0.383 0.628 87 -0.474 1.136 -0.313 0.677 88 -0.950 0.576 -0.205 0.733 89 -0.392 1.088 -0.019 0.890 90 -0.153 1.368 -0.160 0.775 91 -0.796 0.792 -0.297 0.679 92 -1.125 0.474 -0.327 0.656 93 -0.054 1.438 -0.080 0.838 94 -0.827 0.773 -0.316 0.668 95 -0.648 0.887 -0.209 0.735 96 -0.571 1.041 -0.319 0.672 97 -0.989 0.659 -0.382 0.632 98 0.002 1.482 -0.017 0.894 99 -0.950 0.590 -0.230 0.717 100 -0.622 0.857 -0.022 0.888 101 -0.783 0.705 -0.096 0.819 102 -0.033 1.473 -0.119 0.807 103 -0.503 1.111 -0.318 0.674 104 NA NA NA NA 105 -0.354 1.137 -0.091 0.826 106 -1.041 0.547 -0.308 0.668 107 -0.803 0.846 -0.374 0.640 108 -1.183 0.394 -0.300 0.670 109 -0.853 0.781 -0.359 0.646 110 -0.433 1.137 -0.255 0.710 111 -0.379 1.190 -0.251 0.713 112 -0.876 0.673 -0.242 0.710 113 -0.307 1.247 -0.227 0.729 114 -0.871 0.750 -0.343 0.653 115 -0.858 0.651 -0.164 0.764 116 -1.032 0.573 -0.331 0.656 117 -0.279 1.200 -0.009 0.901 118 -0.518 1.041 -0.242 0.716 119 -1.080 0.563 -0.380 0.631 120 0.015 1.511 -0.090 0.830 121 -0.364 1.171 -0.196 0.748 122 -0.853 0.731 -0.295 0.679 123 0.052 1.540 -0.060 0.855 124 -0.261 1.234 -0.100 0.820 125 -0.001 1.497 -0.096 0.825 126 -0.779 0.742 -0.186 0.749 127 -0.736 0.748 -0.073 0.839 128 -1.159 0.508 -0.410 0.615 129 -0.557 0.974 -0.197 0.744 130 -0.391 1.193 -0.275 0.699 131 -0.718 0.769 -0.090 0.824 132 -0.349 1.286 -0.338 0.668 133 0.138 1.617 0.021 0.930 134 -0.605 0.934 -0.215 0.732 135 -0.329 1.187 -0.156 0.776 136 -0.255 1.240 -0.096 0.823 137 -0.446 1.034 -0.016 0.893 138 -0.758 0.865 -0.341 0.656 139 -0.049 1.463 -0.135 0.794 140 NA NA NA NA 141 -0.733 0.752 -0.081 0.832 142 -0.489 1.003 -0.098 0.819 143 -0.369 1.217 -0.276 0.699 144 -0.397 1.152 -0.221 0.731 145 -0.799 0.730 -0.204 0.736 146 -0.422 1.205 -0.332 0.669 147 -0.371 1.280 -0.357 0.658 148 -0.770 0.796 -0.265 0.698 149 -0.177 1.343 -0.158 0.777 150 -1.117 0.463 -0.301 0.671 151 -0.599 0.880 -0.024 0.885 152 -0.708 0.919 -0.345 0.656 153 -0.540 0.989 -0.191 0.748 154 -0.107 1.373 -0.020 0.890 155 -0.525 1.100 -0.333 0.666 156 -0.622 0.952 -0.271 0.697 157 -0.356 1.160 -0.159 0.774 158 -0.832 0.717 -0.241 0.711 159 -0.348 1.231 -0.265 0.706 160 -0.060 1.419 0.010 0.919 161 -0.826 0.698 -0.197 0.741 162 -0.205 1.315 -0.159 0.775 163 -0.484 1.072 -0.238 0.719 164 -0.305 1.191 -0.105 0.815 165 -0.657 0.916 -0.270 0.697 166 -0.588 1.065 -0.369 0.647 167 -0.635 0.872 -0.150 0.777 168 -0.524 0.999 -0.181 0.756 169 0.162 1.648 -0.045 0.868 170 -1.018 0.529 -0.247 0.705 171 -0.551 0.928 -0.029 0.881 172 -0.429 1.207 -0.342 0.664 173 -0.335 1.157 -0.089 0.828 174 -0.432 1.077 -0.144 0.783 175 -0.749 0.832 -0.286 0.686 176 -0.802 0.838 -0.364 0.645 177 -0.683 0.986 -0.391 0.635 178 -0.882 0.611 -0.120 0.798 179 -1.044 0.496 -0.235 0.712 180 -0.595 0.884 -0.030 0.879 181 0.024 1.504 -0.005 0.905 182 -0.611 0.981 -0.295 0.684 183 -0.874 0.713 -0.299 0.676 184 -0.612 0.868 -0.030 0.879 185 -0.243 1.239 -0.038 0.873 186 -0.608 0.879 -0.082 0.832 187 -0.192 1.325 -0.152 0.780 188 -1.164 0.515 -0.423 0.609 189 -0.750 0.815 -0.263 0.699 190 -0.828 0.666 -0.122 0.797 191 -0.953 0.624 -0.290 0.680 192 -0.678 0.965 -0.360 0.649 193 -0.185 1.361 -0.207 0.743 194 -0.427 1.174 -0.299 0.685 195 -0.765 0.741 -0.152 0.774 196 -0.412 1.147 -0.239 0.720 197 -0.057 1.431 -0.063 0.851 198 -0.797 0.822 -0.338 0.657 199 -0.933 0.687 -0.346 0.651 200 -0.784 0.716 -0.137 0.785 201 0.024 1.516 -0.078 0.840 202 -0.724 0.815 -0.218 0.728 203 -0.462 1.018 -0.031 0.879 204 -0.696 0.786 -0.061 0.850 205 -0.494 1.045 -0.209 0.737 206 -0.793 0.875 -0.395 0.631 207 -0.691 0.804 -0.115 0.804 208 -0.468 1.033 -0.125 0.798 209 -1.004 0.533 -0.228 0.717 210 -0.356 1.161 -0.161 0.772 211 -0.488 1.144 -0.340 0.664 212 -0.629 0.911 -0.217 0.730 213 -0.214 1.322 -0.190 0.754 214 -0.748 0.888 -0.357 0.649 215 -0.377 1.164 -0.207 0.741 216 -0.486 0.994 -0.029 0.881 217 0.081 1.573 -0.072 0.845 218 -1.077 0.463 -0.235 0.711 219 -0.948 0.659 -0.329 0.659 220 -0.413 1.070 -0.053 0.859 221 -0.482 1.044 -0.184 0.755 222 -0.502 1.077 -0.273 0.698 223 -1.339 0.320 -0.409 0.611 224 -0.913 0.703 -0.341 0.654 225 -0.820 0.688 -0.159 0.768 226 -0.337 1.162 -0.115 0.807 227 -1.312 0.333 -0.392 0.619 228 0.011 1.490 -0.003 0.906 229 NA NA NA NA 230 -0.530 1.114 -0.356 0.655 231 0.114 1.600 -0.049 0.865 232 -1.238 0.382 -0.359 0.637 233 -0.711 0.847 -0.250 0.708 234 -0.401 1.145 -0.217 0.734 235 -0.272 1.208 -0.021 0.889 236 -0.245 1.250 -0.096 0.823 237 -0.832 0.806 -0.363 0.644 238 -0.597 0.887 -0.067 0.845 239 -0.764 0.752 -0.175 0.757 240 -0.989 0.605 -0.314 0.666 241 -0.333 1.173 -0.133 0.793 242 -0.485 1.000 -0.069 0.844 243 -0.229 1.342 -0.248 0.717 244 -0.122 1.380 -0.113 0.811 245 -0.254 1.247 -0.116 0.807 246 -1.286 0.373 -0.407 0.613 247 -0.237 1.344 -0.263 0.709 248 -0.686 0.845 -0.203 0.738 249 -1.121 0.448 -0.285 0.680 250 -0.180 1.325 -0.122 0.803 251 -0.614 0.970 -0.285 0.689 252 -0.095 1.389 -0.042 0.870 253 -0.688 0.905 -0.300 0.680 254 -0.400 1.081 -0.031 0.879 255 0.147 1.631 -0.035 0.877 256 -0.736 0.937 -0.398 0.631 257 -0.528 1.127 -0.369 0.649 258 -0.133 1.346 -0.013 0.897 259 -0.438 1.097 -0.200 0.744 260 0.251 1.731 0.008 0.917 261 -0.730 0.777 -0.153 0.774 262 -0.453 1.031 -0.063 0.850 263 -0.216 1.325 -0.200 0.747 264 -0.402 1.188 -0.283 0.694 265 -0.160 1.320 -0.012 0.898 266 -0.190 1.326 -0.150 0.782 267 -0.700 0.811 -0.161 0.768 268 -0.790 0.835 -0.345 0.654 269 -0.785 0.711 -0.126 0.794 270 -0.796 0.856 -0.377 0.639 271 -0.833 0.846 -0.407 0.624 272 -0.129 1.422 -0.214 0.740 273 -1.077 0.587 -0.403 0.620 274 -0.783 0.777 -0.256 0.703 275 -1.147 0.418 -0.279 0.682 276 -1.055 0.615 -0.408 0.618 277 -0.550 0.953 -0.133 0.791 278 -0.846 0.748 -0.308 0.672 279 -0.714 0.886 -0.311 0.673 280 -0.218 1.277 -0.096 0.823 281 -0.445 1.073 -0.167 0.767 282 -0.678 0.864 -0.222 0.726 283 -1.061 0.499 -0.268 0.691 284 -0.185 1.396 -0.261 0.711 285 -0.708 0.773 -0.053 0.858 286 -0.642 0.863 -0.145 0.780 287 -1.155 0.523 -0.422 0.610 288 -0.364 1.152 -0.157 0.775 289 -0.656 0.997 -0.372 0.644 290 -0.016 1.464 -0.010 0.900 291 -0.681 0.865 -0.229 0.722 292 -1.165 0.414 -0.302 0.669 293 -0.548 0.977 -0.186 0.752 294 -0.272 1.209 -0.038 0.873 295 -0.368 1.118 -0.068 0.846 296 -0.653 0.826 -0.027 0.883 297 -0.501 1.026 -0.187 0.752 298 -0.903 0.598 -0.146 0.777 299 -0.430 1.088 -0.165 0.769 300 -0.418 1.170 -0.281 0.695 301 -0.409 1.124 -0.193 0.749 302 -0.160 1.347 -0.129 0.798 303 -0.327 1.245 -0.256 0.711 304 -0.421 1.125 -0.218 0.733 305 -1.173 0.404 -0.300 0.670 306 0.021 1.504 -0.035 0.877 307 -1.166 0.506 -0.415 0.613 308 -0.572 0.930 -0.132 0.791 309 -0.663 0.898 -0.254 0.706 310 -0.373 1.108 -0.038 0.873 311 -0.207 1.346 -0.220 0.735 312 -0.759 0.726 -0.080 0.833 313 -0.469 1.032 -0.127 0.797 314 -0.196 1.333 -0.178 0.763 315 -0.901 0.644 -0.237 0.713 316 -1.327 0.330 -0.406 0.613 317 -0.300 1.184 -0.055 0.857 318 -0.287 1.257 -0.208 0.741 319 -0.089 1.404 -0.087 0.832 320 -0.267 1.281 -0.214 0.738 321 -0.325 1.291 -0.313 0.680 322 -0.353 1.173 -0.178 0.760 323 -0.347 1.151 -0.110 0.811 324 -0.457 1.023 -0.024 0.886 325 -0.114 1.419 -0.182 0.761 326 -0.103 1.422 -0.165 0.772 327 -0.636 0.868 -0.141 0.784 328 -0.342 1.152 -0.098 0.820 329 -0.557 0.982 -0.211 0.735 330 -0.437 1.209 -0.355 0.657 331 -0.555 0.936 -0.100 0.817 332 -0.496 0.983 -0.012 0.897 333 -0.907 0.710 -0.340 0.654 334 -0.239 1.240 -0.012 0.898 335 -0.175 1.374 -0.213 0.740 336 -0.883 0.791 -0.404 0.624 337 -1.053 0.491 -0.242 0.707 338 -0.812 0.773 -0.295 0.680 339 -0.156 1.327 -0.044 0.868 340 -0.074 1.425 -0.101 0.820 341 -0.411 1.166 -0.266 0.704 342 -0.486 1.140 -0.333 0.667 343 -0.730 0.777 -0.153 0.774 344 -0.415 1.078 -0.101 0.818 345 -0.944 0.732 -0.410 0.620 346 -0.731 0.751 -0.063 0.848 347 -0.749 0.923 -0.397 0.631 348 -1.098 0.463 -0.273 0.687 349 -0.899 0.652 -0.247 0.706 350 0.050 1.534 -0.039 0.874 351 -0.612 0.870 -0.061 0.850 352 -0.599 0.997 -0.300 0.681 353 -0.349 1.253 -0.297 0.688 354 -0.126 1.362 -0.066 0.848 355 -0.944 0.637 -0.295 0.677 356 -0.327 1.169 -0.103 0.816 357 -0.565 0.929 -0.106 0.812 358 -1.140 0.503 -0.383 0.628 359 -1.140 0.515 -0.396 0.622 360 -0.302 1.217 -0.163 0.772 361 -0.660 0.840 -0.131 0.791 362 -0.961 0.549 -0.171 0.757 363 -0.097 1.387 -0.048 0.865 364 -0.213 1.274 -0.067 0.847 365 -0.806 0.811 -0.336 0.658 366 -0.940 0.562 -0.151 0.773 367 -0.219 1.332 -0.217 0.737 368 -0.866 0.653 -0.188 0.747 369 -0.491 0.989 -0.038 0.872 370 -0.456 1.185 -0.349 0.660 371 -0.886 0.606 -0.117 0.801 372 -0.297 1.284 -0.265 0.706 373 -0.766 0.725 -0.107 0.810 374 -0.501 1.140 -0.351 0.658 375 0.090 1.575 -0.041 0.872 376 -0.103 1.420 -0.160 0.776 377 -0.395 1.212 -0.304 0.683 378 -0.494 1.008 -0.129 0.795 379 -0.085 1.439 -0.163 0.774 380 -0.516 0.976 -0.100 0.818 381 -0.997 0.678 -0.411 0.619 382 -0.880 0.637 -0.183 0.750 383 -0.257 1.329 -0.272 0.704 384 -0.847 0.725 -0.277 0.689 385 -1.180 0.465 -0.386 0.625 386 -0.323 1.272 -0.287 0.694 387 -0.436 1.190 -0.331 0.669 388 -0.509 0.982 -0.097 0.820 389 -0.745 0.775 -0.183 0.752 390 -0.260 1.343 -0.294 0.691 391 -0.712 0.837 -0.235 0.717 392 -1.356 0.320 -0.428 0.602 393 -0.701 0.952 -0.373 0.643 394 -0.943 0.694 -0.366 0.640 395 -1.006 0.538 -0.240 0.710 396 -0.669 0.980 -0.369 0.645 397 -0.098 1.398 -0.092 0.827 398 -0.027 1.464 -0.076 0.841 399 -0.614 0.969 -0.283 0.690 400 -0.058 1.426 -0.044 0.869 401 -0.499 1.026 -0.183 0.755 402 -0.844 0.829 -0.402 0.626 403 -0.383 1.199 -0.271 0.702 404 -0.396 1.156 -0.226 0.728 405 -0.836 0.759 -0.308 0.672 406 -0.032 1.447 0.000 0.909 407 -0.333 1.307 -0.342 0.666 408 -0.258 1.340 -0.286 0.696 409 -0.145 1.379 -0.163 0.773 410 -1.200 0.442 -0.383 0.626 411 -0.977 0.535 -0.175 0.754 412 -0.388 1.210 -0.292 0.690 413 -0.911 0.747 -0.389 0.631 414 -0.577 1.020 -0.300 0.682 415 -0.889 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1.164 -0.243 0.717 1375 -0.557 1.110 -0.383 0.642 1376 -0.252 1.329 -0.263 0.709 1377 -0.465 1.167 -0.339 0.664 1378 -0.350 1.296 -0.350 0.662 1379 -0.040 1.440 -0.013 0.897 1380 0.024 1.506 -0.024 0.887 1381 -0.403 1.198 -0.299 0.686 1382 -0.284 1.244 -0.179 0.760 1383 -0.314 1.171 -0.062 0.851 1384 -0.766 0.803 -0.270 0.695 1385 -0.729 0.812 -0.224 0.724 1386 -0.524 1.085 -0.314 0.676 1387 -0.243 1.256 -0.108 0.813 1388 0.201 1.682 -0.007 0.903 1389 -0.228 1.294 -0.164 0.771 1390 -0.286 1.206 -0.089 0.828 1391 -0.572 0.981 -0.237 0.718 1392 -0.040 1.439 0.013 0.922 1393 -1.115 0.495 -0.342 0.648 1394 -0.427 1.125 -0.227 0.727 1395 -0.815 0.759 -0.278 0.689 1396 -0.329 1.178 -0.135 0.792 1397 -0.134 1.371 -0.122 0.803 1398 -0.146 1.344 -0.079 0.838 1399 -0.022 1.472 -0.084 0.835 1400 -0.177 1.341 -0.154 0.780 1401 -1.106 0.465 -0.287 0.679 1402 -0.674 0.964 -0.356 0.651 1403 -1.044 0.617 -0.398 0.623 1404 -0.864 0.785 -0.376 0.637 1405 -0.843 0.802 -0.370 0.641 1406 -0.939 0.565 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0.789 1439 -0.461 1.030 -0.096 0.821 1440 -0.839 0.743 -0.292 0.681 1441 -0.196 1.359 -0.224 0.733 1442 -0.735 0.931 -0.389 0.635 1443 -0.659 0.826 -0.075 0.838 1444 -0.884 0.676 -0.261 0.698 1445 -0.684 0.816 -0.133 0.790 1446 -1.004 0.589 -0.313 0.666 1447 0.027 1.530 -0.111 0.814 1448 -0.360 1.119 -0.009 0.901 1449 -0.522 0.965 -0.080 0.834 1450 -0.135 1.379 -0.144 0.787 1451 -0.611 0.884 -0.112 0.807 1452 -0.843 0.706 -0.242 0.710 1453 -0.418 1.205 -0.326 0.672 1454 -1.328 0.339 -0.417 0.608 1455 -0.087 1.447 -0.182 0.761 1456 -0.013 1.489 -0.108 0.816 1457 0.106 1.585 0.011 0.921 1458 -0.682 0.848 -0.201 0.740 1459 -0.863 0.627 -0.106 0.810 1460 -0.837 0.761 -0.313 0.669 1461 -0.292 1.268 -0.235 0.724 1462 -0.982 0.555 -0.226 0.718 1463 -0.461 1.108 -0.256 0.709 1464 -0.709 0.926 -0.354 0.652 1465 -0.052 1.428 -0.010 0.900 1466 -1.137 0.423 -0.272 0.687 1467 -0.337 1.195 -0.190 0.752 1468 -0.731 0.897 -0.346 0.655 1469 -0.824 0.667 -0.111 0.806 1470 0.022 1.505 -0.033 0.879 1471 -0.457 1.048 -0.135 0.790 1472 -0.596 0.980 -0.272 0.697 1473 -0.012 1.474 -0.053 0.861 1474 -0.812 0.818 -0.352 0.650 1475 -1.095 0.494 -0.313 0.664 1476 -0.403 1.206 -0.307 0.681 1477 -0.828 0.662 -0.105 0.811 1478 -0.185 1.349 -0.186 0.757 1479 -0.530 0.972 -0.131 0.792 1480 -0.524 1.097 -0.329 0.668 1481 -0.615 0.927 -0.218 0.730 1482 -0.896 0.731 -0.352 0.648 1483 -1.076 0.598 -0.414 0.615 1484 -0.921 0.609 -0.210 0.730 1485 -0.689 0.833 -0.185 0.751 1486 0.021 1.502 -0.022 0.889 1487 -0.350 1.129 -0.024 0.886 1488 -1.122 0.555 -0.419 0.612 1489 -0.568 1.021 -0.290 0.687 1490 -0.296 1.319 -0.312 0.682 1491 -1.147 0.464 -0.344 0.647 1492 -1.092 0.457 -0.252 0.700 1493 -0.903 0.715 -0.342 0.653 1494 -0.246 1.309 -0.225 0.731 1495 -0.157 1.331 -0.070 0.845 1496 -0.702 0.784 -0.084 0.830 1497 -0.452 1.041 -0.100 0.818 1498 -0.549 0.989 -0.211 0.735 1499 -0.236 1.251 -0.066 0.848 1500 -0.669 0.851 -0.178 0.756 > all( is.na( predict( testTobit5STwoStep, type = "conditional" )[ + cbind( t5Dat$ys, t5Dat$ys, !t5Dat$ys, !t5Dat$ys )[ t5SSamp, ] ] ) ) [1] TRUE > all.equal( predict( testTobit5STwoStep, type = "conditional" )[ + !t5Dat$ys[ t5SSamp ], 1 ], + predict( testTobit5STwoStep, newdata = t5Dat[ t5SSamp & !t5Dat$ys, ], + type = "conditional" )[ , 1 ] ) [1] TRUE > all.equal( predict( testTobit5STwoStep, type = "conditional" )[ + t5Dat$ys[ t5SSamp ], 4 ], + predict( testTobit5STwoStep, newdata = t5Dat[ t5SSamp & t5Dat$ys, ], + type = "conditional" )[ , 4 ] ) [1] TRUE > all.equal( + predict( testTobit5STwoStep, newdata = t5Dat[ , c( "xs", "xo1", "xo2" ) ], + type = "conditional" ), + predict( testTobit5STwoStep, newdata = t5Dat, type = "conditional" ) ) [1] TRUE > mmsTestTobit5STwoStep <- model.matrix( testTobit5STwoStep, part = "selection" ) > print( mmsTestTobit5STwoStep ) XS(Intercept) XSxs 1 1 0.940378 2 1 0.996766 3 1 0.232910 4 1 0.141901 5 1 0.066297 6 1 0.732845 7 1 0.285429 8 1 0.719488 9 1 0.017669 10 1 0.173206 11 1 0.702198 12 1 0.740287 13 1 0.947135 14 1 0.722044 16 1 0.291032 17 1 0.969695 18 1 0.098262 19 1 0.324276 20 1 0.139561 21 1 0.748326 23 1 0.099745 24 1 0.838674 25 1 0.345794 26 1 0.177999 27 1 0.452815 28 1 0.439201 29 1 0.169229 30 1 0.785529 31 1 0.662260 32 1 0.805095 33 1 0.457323 34 1 0.620620 35 1 0.382501 36 1 0.886395 37 1 0.621632 38 1 0.955861 39 1 0.600515 40 1 0.537875 41 1 0.570037 42 1 0.930607 43 1 0.141259 44 1 0.438931 45 1 0.541556 46 1 0.538011 47 1 0.112718 48 1 0.500286 49 1 0.666943 50 1 0.428879 51 1 0.013446 52 1 0.550384 53 1 0.996900 54 1 0.027496 55 1 0.604460 56 1 0.165352 57 1 0.064376 58 1 0.368052 59 1 0.497989 60 1 0.006899 61 1 0.007317 62 1 0.445165 63 1 0.617485 64 1 0.972134 65 1 0.011743 66 1 0.649082 67 1 0.336996 68 1 0.406869 69 1 0.451439 70 1 0.808970 71 1 0.352268 72 1 0.852134 73 1 0.200599 74 1 0.778180 75 1 0.752351 76 1 0.031971 77 1 0.794290 78 1 0.123112 79 1 0.052577 80 1 0.500265 81 1 0.463828 82 1 0.661522 83 1 0.124168 84 1 0.158678 85 1 0.231713 86 1 0.906686 87 1 0.806820 88 1 0.487297 89 1 0.050978 90 1 0.462758 91 1 0.734857 92 1 0.772458 93 1 0.262671 94 1 0.776556 95 1 0.532561 96 1 0.810920 97 1 0.917404 98 1 0.094254 99 1 0.550482 100 1 0.029125 101 1 0.217832 102 1 0.368814 103 1 0.817140 105 1 0.257971 106 1 0.735204 107 1 0.918842 108 1 0.700928 109 1 0.877539 110 1 0.672118 111 1 0.668057 112 1 0.591088 113 1 0.614621 114 1 0.837849 115 1 0.390967 116 1 0.792324 117 1 0.035097 118 1 0.629841 119 1 0.902201 120 1 0.298322 121 1 0.530867 122 1 0.723195 123 1 0.220478 124 1 0.292361 125 1 0.311523 126 1 0.457497 127 1 0.161885 128 1 0.965960 129 1 0.511529 130 1 0.724533 131 1 0.210829 132 1 0.879899 133 1 0.002867 134 1 0.551908 135 1 0.432890 136 1 0.282310 137 1 0.035117 138 1 0.845707 139 1 0.410763 141 1 0.183622 142 1 0.259546 143 1 0.728944 144 1 0.591277 145 1 0.502358 146 1 0.857795 147 1 0.923149 148 1 0.657964 149 1 0.453916 150 1 0.709034 151 1 0.039466 152 1 0.858497 153 1 0.499521 154 1 0.090665 155 1 0.850819 156 1 0.689029 157 1 0.437081 158 1 0.592242 159 1 0.704752 160 1 0.009957 161 1 0.480451 162 1 0.455315 163 1 0.623701 164 1 0.300493 165 1 0.682751 166 1 0.928955 167 1 0.380810 168 1 0.475343 169 1 0.194479 170 1 0.586432 171 1 0.057750 172 1 0.881460 173 1 0.252725 174 1 0.389700 175 1 0.712881 176 1 0.894507 177 1 0.970073 178 1 0.271287 179 1 0.553040 180 1 0.057501 181 1 0.063626 182 1 0.749837 183 1 0.731740 184 1 0.055517 185 1 0.123574 186 1 0.201385 187 1 0.438755 188 1 0.996189 189 1 0.656323 190 1 0.283220 191 1 0.699290 192 1 0.899405 193 1 0.579102 194 1 0.779275 195 1 0.372658 196 1 0.632594 197 1 0.217653 198 1 0.833188 199 1 0.836883 200 1 0.328749 201 1 0.265813 202 1 0.547148 203 1 0.076999 204 1 0.133506 205 1 0.549124 206 1 0.967771 207 1 0.282188 208 1 0.334846 209 1 0.539449 210 1 0.441803 211 1 0.869821 212 1 0.553436 213 1 0.532861 214 1 0.883538 215 1 0.557134 216 1 0.066122 217 1 0.258768 218 1 0.550905 219 1 0.796403 220 1 0.145013 221 1 0.486209 222 1 0.707381 223 1 0.944007 224 1 0.826960 225 1 0.383630 226 1 0.323171 227 1 0.907333 228 1 0.056447 230 1 0.904405 231 1 0.198231 232 1 0.835608 233 1 0.628063 234 1 0.578858 235 1 0.072209 236 1 0.283379 237 1 0.889372 238 1 0.162274 239 1 0.432173 240 1 0.755494 241 1 0.371829 242 1 0.179435 243 1 0.676957 244 1 0.343576 245 1 0.335259 246 1 0.945975 247 1 0.712469 248 1 0.512781 249 1 0.670003 250 1 0.359885 251 1 0.723871 252 1 0.154257 253 1 0.752679 254 1 0.084680 255 1 0.164728 256 1 0.980637 257 1 0.935260 258 1 0.065854 259 1 0.531672 260 1 0.055380 261 1 0.378224 262 1 0.166891 263 1 0.558560 264 1 0.743660 265 1 0.059266 266 1 0.432974 267 1 0.402949 268 1 0.851098 269 1 0.300433 270 1 0.925874 271 1 0.993535 272 1 0.602505 273 1 0.957766 274 1 0.634655 275 1 0.653118 276 1 0.972603 277 1 0.345732 278 1 0.754893 279 1 0.776172 280 1 0.286398 281 1 0.446992 282 1 0.560786 283 1 0.635046 284 1 0.711620 285 1 0.107038 286 1 0.367655 287 1 0.993393 288 1 0.432253 289 1 0.929256 290 1 0.073590 291 1 0.577728 292 1 0.706458 293 1 0.484063 294 1 0.119480 295 1 0.191338 296 1 0.039565 297 1 0.491861 298 1 0.339283 299 1 0.443054 300 1 0.735495 301 1 0.518061 302 1 0.380735 303 1 0.683830 304 1 0.579353 305 1 0.700189 306 1 0.147659 307 1 0.976503 308 1 0.340870 309 1 0.642431 310 1 0.107585 311 1 0.609351 312 1 0.178274 313 1 0.338655 314 1 0.502983 315 1 0.574192 316 1 0.938589 317 1 0.164298 318 1 0.568823 319 1 0.277261 320 1 0.587950 321 1 0.822969 322 1 0.486584 323 1 0.308142 324 1 0.057207 325 1 0.523045 326 1 0.481863 327 1 0.357590 328 1 0.278691 329 1 0.547702 330 1 0.912094 331 1 0.255964 332 1 0.017637 333 1 0.827255 334 1 0.049479 335 1 0.595250 336 1 0.981267 337 1 0.569439 338 1 0.727461 339 1 0.151836 340 1 0.318238 341 1 0.699690 342 1 0.854844 343 1 0.378279 344 1 0.275432 345 1 0.988444 346 1 0.134025 347 1 0.977953 348 1 0.642202 349 1 0.600517 350 1 0.162107 351 1 0.143829 352 1 0.762430 353 1 0.781959 354 1 0.217105 355 1 0.714697 356 1 0.293084 357 1 0.271073 358 1 0.903164 359 1 0.934551 360 1 0.452999 361 1 0.329169 362 1 0.398796 363 1 0.169447 364 1 0.209014 365 1 0.827562 366 1 0.347140 367 1 0.599187 368 1 0.452403 369 1 0.093153 370 1 0.896114 371 1 0.262903 372 1 0.711165 373 1 0.249534 374 1 0.896619 375 1 0.174417 376 1 0.468117 377 1 0.795493 378 1 0.341466 379 1 0.478540 380 1 0.260784 381 1 0.985835 382 1 0.438382 383 1 0.730667 384 1 0.680872 385 1 0.907649 386 1 0.760867 387 1 0.853652 388 1 0.254687 389 1 0.453843 390 1 0.784929 391 1 0.591713 392 1 0.988044 393 1 0.927597 394 1 0.885563 395 1 0.569294 396 1 0.919895 397 1 0.290173 398 1 0.256231 399 1 0.720954 400 1 0.162789 401 1 0.482136 402 1 0.980341 403 1 0.714786 404 1 0.603208 405 1 0.756598 406 1 0.042582 407 1 0.892577 408 1 0.766692 409 1 0.472288 410 1 0.897596 411 1 0.407148 412 1 0.767171 413 1 0.941631 414 1 0.765190 415 1 0.650673 416 1 0.923338 417 1 0.270002 418 1 0.960052 419 1 0.441325 420 1 0.262422 421 1 0.362592 422 1 0.902643 423 1 0.294795 424 1 0.214329 425 1 0.052151 426 1 0.936144 427 1 0.840518 428 1 0.612929 429 1 0.048513 430 1 0.269719 431 1 0.760647 432 1 0.917457 433 1 0.042595 434 1 0.623126 435 1 0.025792 436 1 0.996861 437 1 0.177719 438 1 0.654859 439 1 0.661239 440 1 0.820550 441 1 0.876687 442 1 0.082439 443 1 0.830691 444 1 0.417018 445 1 0.066648 446 1 0.104336 447 1 0.731124 448 1 0.594065 449 1 0.534583 450 1 0.048505 451 1 0.615337 452 1 0.738851 453 1 0.117800 454 1 0.366602 455 1 0.135035 456 1 0.297118 457 1 0.908073 458 1 0.112919 459 1 0.564549 460 1 0.008583 461 1 0.787502 462 1 0.807161 463 1 0.509220 464 1 0.478424 465 1 0.403077 466 1 0.543653 467 1 0.007867 468 1 0.173895 469 1 0.896862 470 1 0.519487 471 1 0.973214 472 1 0.805484 473 1 0.949032 474 1 0.285357 475 1 0.619059 476 1 0.795161 477 1 0.935567 478 1 0.526653 479 1 0.831893 480 1 0.800116 481 1 0.658077 482 1 0.995597 483 1 0.845622 484 1 0.879891 485 1 0.482920 486 1 0.094898 487 1 0.028267 488 1 0.009440 489 1 0.823092 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0.143078 1471 1 0.362465 1472 1 0.695813 1473 1 0.194605 1474 1 0.865168 1475 1 0.741477 1476 1 0.801858 1477 1 0.239092 1478 1 0.525728 1479 1 0.344699 1480 1 0.840987 1481 1 0.558285 1482 1 0.856468 1483 1 0.983418 1484 1 0.503827 1485 1 0.465052 1486 1 0.111071 1487 1 0.071202 1488 1 0.989879 1489 1 0.742690 1490 1 0.823051 1491 1 0.810450 1492 1 0.590752 1493 1 0.831272 1494 1 0.618295 1495 1 0.224539 1496 1 0.195654 1497 1 0.268800 1498 1 0.547224 1499 1 0.203628 1500 1 0.450685 attr(,"assign") [1] 1 1 > mmoTestTobit5STwoStep <- model.matrix( testTobit5STwoStep, part = "outcome" ) > print( mmoTestTobit5STwoStep ) [[1]] XO1(Intercept) XO1xo1 XO1invMillsRatio 1 NA NA NA 2 NA NA NA 3 NA NA NA 4 NA NA NA 5 1 0.588963 0.834 6 NA NA NA 7 NA NA NA 8 NA NA NA 9 NA NA NA 10 1 0.787196 0.905 11 NA NA NA 12 1 0.972414 1.320 13 NA NA NA 14 NA NA NA 16 NA NA NA 17 NA NA NA 18 1 0.228383 0.855 19 NA NA NA 20 1 0.366665 0.883 21 NA NA NA 23 1 0.926547 0.856 24 NA NA NA 25 NA NA NA 26 NA NA NA 27 NA NA NA 28 NA NA NA 29 NA NA NA 30 NA NA NA 31 NA NA NA 32 NA NA NA 33 1 0.309324 1.106 34 1 0.916819 1.228 35 1 0.356571 1.052 36 NA NA NA 37 NA NA NA 38 NA NA NA 39 NA NA NA 40 NA NA NA 41 NA NA NA 42 NA NA NA 43 1 0.710824 0.884 44 NA NA NA 45 NA NA NA 46 1 0.534891 1.166 47 1 0.483017 0.865 48 NA NA NA 49 1 0.116260 1.263 50 1 0.840601 1.085 51 NA NA NA 52 1 0.462248 1.175 53 NA NA NA 54 NA NA NA 55 NA NA NA 56 NA NA NA 57 NA NA NA 58 NA NA NA 59 NA NA NA 60 NA NA NA 61 1 0.667671 0.796 62 1 0.020494 1.097 63 NA NA NA 64 NA NA NA 65 1 0.113761 0.798 66 NA NA NA 67 NA NA NA 68 NA NA NA 69 1 0.645549 1.102 70 NA NA NA 71 NA NA NA 72 NA NA NA 73 1 0.067077 0.924 74 1 0.930361 1.350 75 1 0.634161 1.329 76 NA NA NA 77 NA NA NA 78 1 0.829984 0.872 79 NA NA NA 80 NA NA NA 81 NA NA NA 82 NA NA NA 83 1 0.822821 0.872 84 NA NA NA 85 NA NA NA 86 NA NA NA 87 NA NA NA 88 NA NA NA 89 NA NA NA 90 1 0.849496 1.110 91 NA NA NA 92 NA NA NA 93 1 0.816641 0.967 94 NA NA NA 95 NA NA NA 96 1 0.681192 1.375 97 NA NA NA 98 NA NA NA 99 NA NA NA 100 NA NA NA 101 NA NA NA 102 NA NA NA 103 NA NA NA 105 1 0.519636 0.964 106 NA NA NA 107 NA NA NA 108 NA NA NA 109 NA NA NA 110 NA NA NA 111 1 0.768495 1.264 112 NA NA NA 113 NA NA NA 114 NA NA NA 115 1 0.111831 1.058 116 NA NA NA 117 NA NA NA 118 NA NA NA 119 NA NA NA 120 1 0.906493 0.992 121 1 0.688954 1.161 122 NA NA NA 123 NA NA NA 124 1 0.632697 0.988 125 1 0.900051 1.001 126 NA NA NA 127 NA NA NA 128 NA NA NA 129 NA NA NA 130 1 0.795617 1.308 131 NA NA NA 132 NA NA NA 133 NA NA NA 134 NA NA NA 135 1 0.657443 1.088 136 1 0.632654 0.981 137 NA NA NA 138 NA NA NA 139 NA NA NA 141 NA NA NA 142 1 0.388746 0.965 143 1 0.820705 1.311 144 1 0.697603 1.206 145 1 0.243730 1.139 146 NA NA NA 147 NA NA NA 148 NA NA NA 149 1 0.820755 1.104 150 NA NA NA 151 NA NA NA 152 1 0.580575 1.413 153 1 0.495721 1.137 154 NA NA NA 155 NA NA NA 156 NA NA NA 157 NA NA NA 158 1 0.272615 1.207 159 NA NA NA 160 NA NA NA 161 1 0.202298 1.123 162 NA NA NA 163 1 0.634375 1.230 164 NA NA NA 165 NA NA NA 166 1 0.749397 1.469 167 NA NA NA 168 1 0.494405 1.119 169 NA NA NA 170 NA NA NA 171 1 0.204142 0.828 172 NA NA NA 173 NA NA NA 174 NA NA NA 175 NA NA NA 176 1 0.515132 1.442 177 NA NA NA 178 NA NA NA 179 NA NA NA 180 NA NA NA 181 1 0.770836 0.832 182 NA NA NA 183 1 0.328624 1.313 184 NA NA NA 185 1 0.545318 0.872 186 1 0.236158 0.925 187 1 0.795837 1.093 188 NA NA NA 189 NA NA NA 190 NA NA NA 191 NA NA NA 192 NA NA NA 193 NA NA NA 194 1 0.799020 1.351 195 NA NA NA 196 NA NA NA 197 NA NA NA 198 NA NA NA 199 1 0.345069 1.396 200 NA NA NA 201 NA NA NA 202 NA NA NA 203 1 0.302683 0.841 204 NA NA NA 205 NA NA NA 206 NA NA NA 207 1 0.205784 0.981 208 NA NA NA 209 NA NA NA 210 NA NA NA 211 1 0.805046 1.422 212 1 0.444929 1.177 213 NA NA NA 214 NA NA NA 215 NA NA NA 216 1 0.273154 0.834 217 1 0.946393 0.964 218 NA NA NA 219 1 0.301805 1.364 220 NA NA NA 221 NA NA NA 222 1 0.674851 1.295 223 NA NA NA 224 NA NA NA 225 1 0.144678 1.053 226 1 0.578039 1.010 227 NA NA NA 228 1 0.753271 0.827 230 NA NA NA 231 NA NA NA 232 NA NA NA 233 1 0.415334 1.234 234 NA NA NA 235 1 0.485945 0.838 236 1 0.643130 0.981 237 NA NA NA 238 NA NA NA 239 1 0.230843 1.088 240 NA NA NA 241 NA NA NA 242 1 0.342464 0.910 243 1 0.921571 1.271 244 1 0.802154 1.024 245 1 0.667262 1.018 246 NA NA NA 247 NA NA NA 248 NA NA NA 249 1 0.043470 1.266 250 NA NA NA 251 1 0.576823 1.307 252 1 0.709146 0.893 253 NA NA NA 254 1 0.368503 0.846 255 1 0.952768 0.900 256 NA NA NA 257 NA NA NA 258 1 0.617959 0.834 259 NA NA NA 260 NA NA NA 261 NA NA NA 262 NA NA NA 263 NA NA NA 264 NA NA NA 265 NA NA NA 266 1 0.793930 1.088 267 1 0.274666 1.067 268 1 0.495375 1.407 269 1 0.124733 0.993 270 NA NA NA 271 NA NA NA 272 1 0.967612 1.214 273 NA NA NA 274 NA NA NA 275 NA NA NA 276 NA NA NA 277 1 0.384588 1.026 278 NA NA NA 279 NA NA NA 280 1 0.671042 0.984 281 NA NA NA 282 NA NA NA 283 NA NA NA 284 NA NA NA 285 1 0.080111 0.861 286 1 0.307940 1.041 287 NA NA NA 288 NA NA NA 289 NA NA NA 290 1 0.737398 0.839 291 NA NA NA 292 NA NA NA 293 NA NA NA 294 1 0.514097 0.869 295 NA NA NA 296 NA NA NA 297 1 0.528507 1.132 298 NA NA NA 299 NA NA NA 300 NA NA NA 301 1 0.636560 1.151 302 1 0.788518 1.051 303 NA NA NA 304 1 0.665953 1.197 305 1 0.012943 1.289 306 1 0.818728 0.888 307 NA NA NA 308 NA NA NA 309 NA NA NA 310 NA NA NA 311 NA NA NA 312 1 0.073243 0.909 313 1 0.458564 1.021 314 1 0.834453 1.140 315 NA NA NA 316 NA NA NA 317 NA NA NA 318 NA NA NA 319 NA NA NA 320 NA NA NA 321 1 0.930674 1.385 322 NA NA NA 323 NA NA NA 324 NA NA NA 325 1 0.928340 1.155 326 1 0.911079 1.124 327 NA NA NA 328 NA NA NA 329 NA NA NA 330 NA NA NA 331 1 0.321685 0.962 332 NA NA NA 333 1 0.363519 1.388 334 NA NA NA 335 1 0.917303 1.209 336 1 0.499373 1.511 337 1 0.040593 1.189 338 1 0.385415 1.310 339 NA NA NA 340 1 0.832474 1.006 341 NA NA NA 342 NA NA NA 343 1 0.229428 1.049 344 NA NA NA 345 NA NA NA 346 NA NA NA 347 NA NA NA 348 NA NA NA 349 NA NA NA 350 NA NA NA 351 NA NA NA 352 NA NA NA 353 NA NA NA 354 1 0.717309 0.935 355 NA NA NA 356 1 0.568893 0.988 357 1 0.322076 0.973 358 NA NA NA 359 NA NA NA 360 1 0.697085 1.103 361 NA NA NA 362 NA NA NA 363 NA NA NA 364 NA NA NA 365 NA NA NA 366 1 0.002753 1.027 367 NA NA NA 368 NA NA NA 369 NA NA NA 370 NA NA NA 371 NA NA NA 372 NA NA NA 373 1 0.111124 0.958 374 1 0.811536 1.443 375 1 0.902822 0.906 376 1 0.902709 1.114 377 NA NA NA 378 1 0.436044 1.023 379 NA NA NA 380 NA NA NA 381 NA NA NA 382 NA NA NA 383 1 0.931533 1.313 384 1 0.318507 1.274 385 NA NA NA 386 1 0.888139 1.336 387 NA NA NA 388 NA NA NA 389 1 0.264404 1.104 390 1 0.967111 1.355 391 NA NA NA 392 NA NA NA 393 NA NA NA 394 NA NA NA 395 NA NA NA 396 NA NA NA 397 NA NA NA 398 1 0.838546 0.962 399 1 0.574850 1.305 400 1 0.750716 0.898 401 1 0.523398 1.124 402 1 0.536927 1.511 403 NA NA NA 404 NA NA NA 405 NA NA NA 406 NA NA NA 407 NA NA NA 408 NA NA NA 409 NA NA NA 410 NA NA NA 411 NA NA NA 412 1 0.829292 1.341 413 NA NA NA 414 1 0.642719 1.339 415 1 0.256758 1.251 416 NA NA NA 417 1 0.600356 0.972 418 NA NA NA 419 1 0.322561 1.095 420 NA NA NA 421 1 0.859641 1.038 422 NA NA NA 423 NA NA NA 424 NA NA NA 425 NA NA NA 426 NA NA NA 427 NA NA NA 428 NA NA NA 429 NA NA NA 430 NA NA NA 431 NA NA NA 432 NA NA NA 433 1 0.835756 0.818 434 NA NA NA 435 1 0.649795 0.808 436 NA NA NA 437 1 0.399233 0.908 438 NA NA NA 439 NA NA NA 440 NA NA NA 441 NA NA NA 442 1 0.131803 0.845 443 NA NA NA 444 1 0.206156 1.077 445 1 0.226718 0.834 446 1 0.580869 0.859 447 NA NA NA 448 NA NA NA 449 NA NA NA 450 1 0.464044 0.822 451 1 0.282159 1.224 452 NA NA NA 453 1 0.571304 0.868 454 1 0.328066 1.040 455 1 0.144894 0.880 456 1 0.662793 0.991 457 NA NA NA 458 NA NA NA 459 NA NA NA 460 NA NA NA 461 1 0.572043 1.357 462 NA NA NA 463 1 0.786566 1.145 464 1 0.033792 1.122 465 NA NA NA 466 NA NA NA 467 NA NA NA 468 NA NA NA 469 NA NA NA 470 1 0.259308 1.152 471 NA NA NA 472 NA NA NA 473 NA NA NA 474 NA NA NA 475 NA NA NA 476 NA NA NA 477 NA NA NA 478 NA NA NA 479 NA NA NA 480 NA NA NA 481 1 0.364996 1.257 482 NA NA NA 483 NA NA NA 484 NA NA NA 485 NA NA NA 486 NA NA NA 487 NA NA NA 488 NA NA NA 489 NA NA NA 490 NA NA NA 491 1 0.328725 1.385 492 1 0.769224 0.851 493 NA NA NA 494 1 0.975466 0.805 495 NA NA NA 496 NA NA NA 497 1 0.115629 0.943 498 NA NA NA 499 NA NA NA 500 NA NA NA 501 NA NA NA 502 NA NA NA 503 NA NA NA 504 1 0.625107 0.984 505 1 0.947304 0.924 506 NA NA NA 507 NA NA NA 508 NA NA NA 509 1 0.181892 1.142 510 NA NA NA 511 NA NA NA 512 NA NA NA 513 NA NA NA 514 NA NA NA 515 1 0.418003 1.387 516 NA NA NA 517 NA NA NA 518 NA NA NA 519 NA NA NA 520 1 0.691414 0.931 521 NA NA NA 522 NA NA NA 523 NA NA NA 524 1 0.456014 1.116 525 NA NA NA 526 NA NA NA 527 NA NA NA 528 NA NA NA 529 NA NA NA 530 NA NA NA 531 1 0.892279 1.082 532 NA NA NA 533 NA NA NA 534 NA NA NA 535 NA NA NA 536 NA NA NA 537 NA NA NA 538 1 0.426128 0.924 539 NA NA NA 540 1 0.460969 1.058 541 NA NA NA 542 1 0.747083 0.793 543 NA NA NA 544 NA NA NA 545 NA NA NA 546 NA NA NA 547 1 0.187652 0.852 548 NA NA NA 549 NA NA NA 550 NA NA NA 551 1 0.966095 0.868 552 1 0.427281 0.914 553 1 0.960430 0.836 554 NA NA NA 555 NA NA NA 556 1 0.142809 1.352 557 NA NA NA 558 NA NA NA 559 1 0.167888 1.238 560 NA NA NA 561 NA NA NA 562 NA NA NA 563 1 0.108580 1.442 564 1 0.294022 0.986 565 NA NA NA 566 1 0.006238 0.823 567 NA NA NA 568 1 0.474890 0.952 569 1 0.306307 0.996 570 1 0.064072 1.362 571 NA NA NA 572 NA NA NA 574 1 0.878655 1.233 575 NA NA NA 576 NA NA NA 577 NA NA NA 579 NA NA NA 580 1 0.120934 0.911 581 NA NA NA 582 NA NA NA 583 NA NA NA 584 NA NA NA 585 1 0.390550 1.252 586 NA NA NA 587 1 0.407378 1.009 588 NA NA NA 589 NA NA NA 590 NA NA NA 591 1 0.143170 1.088 592 NA NA NA 593 1 0.513764 0.837 594 1 0.364494 1.498 595 1 0.696760 1.170 596 NA NA NA 598 1 0.659130 1.274 600 NA NA NA 601 NA NA NA 602 NA NA NA 603 NA NA NA 604 NA NA NA 605 NA NA NA 606 NA NA NA 607 NA NA NA 608 NA NA NA 609 NA NA NA 610 NA NA NA 611 1 0.946487 1.183 612 NA NA NA 613 NA NA NA 614 NA NA NA 615 NA NA NA 616 NA NA NA 617 NA NA NA 618 NA NA NA 619 1 0.982482 1.208 620 1 0.017875 1.040 621 NA NA NA 622 1 0.806554 0.798 623 NA NA NA 624 NA NA NA 625 1 0.072665 1.242 626 1 0.497975 0.990 627 NA NA NA 628 NA NA NA 629 NA NA NA 630 NA NA NA 631 1 0.134426 0.907 632 1 0.945061 1.153 633 NA NA NA 634 NA NA NA 635 NA NA NA 636 1 0.678161 0.949 638 1 0.481104 1.016 639 1 0.007913 0.865 640 NA NA NA 641 NA NA NA 642 NA NA NA 643 1 0.041332 1.328 644 1 0.741800 1.067 645 NA NA NA 646 NA NA NA 647 NA NA NA 648 NA NA NA 649 1 0.076497 1.108 650 NA NA NA 651 1 0.497340 0.976 652 1 0.085639 1.505 653 NA NA NA 654 NA NA NA 655 1 0.686422 0.880 656 NA NA NA 657 NA NA NA 658 1 0.085498 0.969 659 1 0.338251 0.940 660 1 0.381994 1.137 661 1 0.326386 1.465 662 1 0.088734 1.367 663 NA NA NA 664 NA NA NA 665 NA NA NA 666 NA NA NA 667 NA NA NA 668 NA NA NA 669 NA NA NA 670 1 0.067361 1.226 671 1 0.986800 0.838 672 NA NA NA 673 1 0.100448 1.094 674 NA NA NA 675 NA NA NA 676 1 0.583110 0.904 677 1 0.700539 1.025 678 1 0.314985 1.106 679 NA NA NA 680 1 0.664324 1.489 681 NA NA NA 682 1 0.997159 0.956 683 NA NA NA 684 NA NA NA 685 1 0.328520 0.825 686 1 0.070474 1.188 687 NA NA NA 688 NA NA NA 689 1 0.490167 1.031 690 NA NA NA 691 NA NA NA 692 NA NA NA 693 NA NA NA 694 NA NA NA 695 NA NA NA 696 1 0.958601 0.975 697 NA NA NA 698 NA NA NA 699 NA NA NA 700 1 0.327386 1.012 701 1 0.755907 0.889 702 NA NA NA 703 NA NA NA 704 1 0.651453 1.495 705 NA NA NA 706 NA NA NA 707 1 0.711721 0.847 708 NA NA NA 709 NA NA NA 710 NA NA NA 711 1 0.652918 1.210 712 NA NA NA 713 1 0.770236 1.358 714 1 0.556837 1.116 715 NA NA NA 716 NA NA NA 717 1 0.676501 1.262 718 NA NA NA 719 NA NA NA 720 1 0.207510 1.241 721 1 0.356789 1.163 722 NA NA NA 723 NA NA NA 724 NA NA NA 725 NA NA NA 726 NA NA NA 727 NA NA NA 728 NA NA NA 729 NA NA NA 730 NA NA NA 731 NA NA NA 732 NA NA NA 733 NA NA NA 734 NA NA NA 735 1 0.960373 0.825 736 NA NA NA 737 1 0.098351 1.339 738 1 0.338156 1.023 739 NA NA NA 740 1 0.010036 0.906 741 NA NA NA 742 NA NA NA 743 NA NA NA 744 NA NA NA 745 1 0.058530 0.935 746 NA NA NA 747 NA NA NA 748 NA NA NA 749 NA NA NA 750 1 0.363295 0.953 751 NA NA NA 752 1 0.101487 0.865 753 NA NA NA 754 NA NA NA 755 NA NA NA 756 NA NA NA 757 1 0.306101 0.817 758 1 0.592349 1.305 759 NA NA NA 760 NA NA NA 761 NA NA NA 762 NA NA NA 763 NA NA NA 764 1 0.355201 0.870 765 NA NA NA 766 NA NA NA 767 NA NA NA 768 NA NA NA 769 NA NA NA 770 NA NA NA 771 NA NA NA 772 NA NA NA 773 1 0.005965 0.857 774 NA NA NA 775 1 0.723025 0.948 776 NA NA NA 777 NA NA NA 778 NA NA NA 779 1 0.955623 1.227 780 NA NA NA 781 NA NA NA 782 NA NA NA 783 NA NA NA 784 NA NA NA 785 1 0.910264 0.804 786 NA NA NA 787 1 0.698381 1.039 788 NA NA NA 789 1 0.089645 0.897 790 NA NA NA 791 NA NA NA 792 NA NA NA 793 1 0.577876 1.115 794 NA NA NA 795 NA NA NA 796 NA NA NA 797 1 0.539906 1.457 798 NA NA NA 799 NA NA NA 800 NA NA NA 801 NA NA NA 802 NA NA NA 803 NA NA NA 804 NA NA NA 805 1 0.531042 1.231 806 NA NA NA 807 NA NA NA 808 NA NA NA 809 1 0.672973 1.127 810 1 0.401141 1.056 811 1 0.279298 0.904 812 NA NA NA 813 NA NA NA 814 NA NA NA 815 NA NA NA 816 NA NA NA 817 NA NA NA 818 NA NA NA 819 NA NA NA 820 1 0.849829 1.174 821 NA NA NA 822 NA NA NA 823 1 0.601197 0.980 824 1 0.755457 0.961 825 1 0.011413 0.908 826 NA NA NA 827 NA NA NA 828 NA NA NA 829 NA NA NA 831 NA NA NA 832 NA NA NA 834 1 0.489761 1.117 835 NA NA NA 837 1 0.263489 0.828 838 1 0.259926 0.927 839 NA NA NA 840 NA NA NA 841 NA NA NA 842 1 0.505132 0.872 843 NA NA NA 845 NA NA NA 846 1 0.905770 1.212 847 1 0.023059 0.828 848 NA NA NA 849 NA NA NA 850 NA NA NA 851 NA NA NA 852 NA NA NA 853 NA NA NA 854 NA NA NA 855 1 0.778184 0.861 856 1 0.535684 1.181 857 NA NA NA 858 1 0.222828 1.023 859 1 0.603387 1.043 860 NA NA NA 861 NA NA NA 862 1 0.973478 0.916 863 NA NA NA 864 NA NA NA 865 NA NA NA 866 1 0.982446 1.105 867 NA NA NA 868 NA NA NA 869 NA NA NA 870 1 0.713903 1.150 871 1 0.600638 0.858 872 NA NA NA 873 NA NA NA 874 NA NA NA 875 NA NA NA 876 NA NA NA 877 1 0.591835 1.014 878 NA NA NA 879 1 0.166472 1.098 880 NA NA NA 881 NA NA NA 882 1 0.111225 0.959 883 NA NA NA 884 NA NA NA 885 NA NA NA 886 NA NA NA 887 1 0.805489 1.242 888 NA NA NA 889 NA NA NA 890 NA NA NA 891 NA NA NA 892 1 0.929505 0.924 893 NA NA NA 894 1 0.543944 0.848 895 NA NA NA 896 NA NA NA 897 1 0.666198 0.909 898 1 0.305278 0.942 899 NA NA NA 900 NA NA NA 901 NA NA NA 902 1 0.242159 0.977 903 NA NA NA 904 1 0.907618 0.974 905 NA NA NA 906 NA NA NA 907 1 0.416062 0.850 908 NA NA NA 909 1 0.209710 0.907 910 NA NA NA 911 NA NA NA 912 1 0.863012 0.885 913 1 0.025027 0.813 914 1 0.103909 0.925 915 NA NA NA 916 NA NA NA 917 1 0.277527 1.031 918 NA NA NA 919 1 0.266428 0.880 920 NA NA NA 921 NA NA NA 922 1 0.265942 0.941 923 NA NA NA 924 1 0.905796 1.064 925 NA NA NA 926 NA NA NA 927 NA NA NA 928 NA NA NA 929 NA NA NA 930 NA NA NA 931 1 0.778476 0.818 932 NA NA NA 933 NA NA NA 934 1 0.444170 0.909 935 NA NA NA 936 1 0.027599 1.044 937 NA NA NA 938 NA NA NA 939 1 0.972228 0.965 940 1 0.366247 0.951 941 NA NA NA 942 NA NA NA 943 NA NA NA 944 1 0.217387 0.930 945 NA NA NA 946 NA NA NA 947 1 0.672934 0.858 948 1 0.081706 0.858 949 NA NA NA 950 NA NA NA 951 NA NA NA 952 NA NA NA 953 1 0.140344 1.266 954 NA NA NA 955 NA NA NA 956 NA NA NA 957 NA NA NA 958 NA NA NA 959 NA NA NA 960 NA NA NA 961 NA NA NA 962 1 0.735465 0.906 963 1 0.292375 1.436 964 1 0.431953 1.143 965 NA NA NA 966 NA NA NA 967 NA NA NA 968 NA NA NA 969 NA NA NA 970 NA NA NA 971 NA NA NA 972 NA NA NA 973 NA NA NA 974 NA NA NA 975 NA NA NA 976 NA NA NA 977 1 0.932516 0.876 978 NA NA NA 979 NA NA NA 980 NA NA NA 981 1 0.576653 0.958 982 NA NA NA 983 NA NA NA 984 NA NA NA 985 1 0.092782 1.427 986 NA NA NA 987 NA NA NA 988 NA NA NA 989 1 0.049957 0.843 990 NA NA NA 991 NA NA NA 992 NA NA NA 993 NA NA NA 994 NA NA NA 995 NA NA NA 996 1 0.596587 1.314 997 NA NA NA 998 1 0.744878 1.140 999 NA NA NA 1000 NA NA NA 1001 NA NA NA 1002 1 0.664412 1.271 1003 NA NA NA 1004 NA NA NA 1005 NA NA NA 1006 1 0.641907 0.877 1007 NA NA NA 1008 NA NA NA 1009 NA NA NA 1010 1 0.353393 0.812 1011 NA NA NA 1012 NA NA NA 1013 NA NA NA 1014 NA NA NA 1015 NA NA NA 1016 NA NA NA 1017 NA NA NA 1018 NA NA NA 1019 1 0.922575 1.105 1020 1 0.356819 0.813 1021 NA NA NA 1022 1 0.345072 1.023 1023 NA NA NA 1024 NA NA NA 1025 NA NA NA 1026 NA NA NA 1027 NA NA NA 1028 NA NA NA 1029 NA NA NA 1030 NA NA NA 1031 1 0.700556 1.016 1032 NA NA NA 1033 NA NA NA 1034 NA NA NA 1035 NA NA NA 1036 NA NA NA 1037 NA NA NA 1038 NA NA NA 1039 NA NA NA 1040 NA NA NA 1041 NA NA NA 1042 NA NA NA 1043 NA NA NA 1044 NA NA NA 1045 NA NA NA 1046 NA NA NA 1047 NA NA NA 1048 1 0.338986 1.179 1049 NA NA NA 1050 NA NA NA 1051 1 0.930393 0.839 1052 1 0.991033 0.981 1053 1 0.968391 0.898 1055 1 0.031082 0.867 1056 NA NA NA 1057 NA NA NA 1058 NA NA NA 1059 NA NA NA 1060 1 0.872624 0.866 1061 1 0.317227 0.843 1062 NA NA NA 1063 NA NA NA 1064 NA NA NA 1065 NA NA NA 1066 NA NA NA 1067 NA NA NA 1068 NA NA NA 1069 NA NA NA 1070 NA NA NA 1071 1 0.778208 0.895 1072 1 0.928473 0.810 1073 NA NA NA 1074 NA NA NA 1075 NA NA NA 1076 NA NA NA 1077 NA NA NA 1078 1 0.810623 1.140 1079 1 0.750536 1.053 1080 NA NA NA 1081 NA NA NA 1082 NA NA NA 1083 NA NA NA 1084 NA NA NA 1085 1 0.045480 0.838 1086 NA NA NA 1087 NA NA NA 1088 NA NA NA 1089 1 0.278720 0.826 1090 1 0.281443 0.956 1091 1 0.488591 1.128 1092 NA NA NA 1093 1 0.094933 0.920 1094 1 0.231331 0.933 1095 1 0.502418 0.929 1096 NA NA NA 1097 NA NA NA 1098 1 0.794179 0.861 1099 NA NA NA 1100 NA NA NA 1101 1 0.447312 0.969 1102 1 0.259801 1.259 1103 NA NA NA 1104 1 0.030799 0.794 1105 NA NA NA 1106 NA NA NA 1107 1 0.614078 1.097 1108 NA NA NA 1109 1 0.330336 0.804 1110 NA NA NA 1111 NA NA NA 1112 NA NA NA 1113 1 0.877692 1.000 1114 NA NA NA 1115 NA NA NA 1116 NA NA NA 1117 1 0.411195 0.946 1118 1 0.662923 0.806 1119 1 0.524912 0.825 1120 NA NA NA 1121 NA NA NA 1122 NA NA NA 1123 NA NA NA 1124 NA NA NA 1125 1 0.224947 1.058 1126 1 0.865903 1.512 1127 1 0.949437 0.935 1128 NA NA NA 1129 NA NA NA 1130 NA NA NA 1131 NA NA NA 1132 NA NA NA 1133 1 0.819415 1.412 1134 NA NA NA 1135 NA NA NA 1136 1 0.929750 0.916 1137 1 0.515967 1.055 1138 NA NA NA 1139 NA NA NA 1140 NA NA NA 1141 NA NA NA 1142 NA NA NA 1143 1 0.770545 1.504 1144 NA NA NA 1145 NA NA NA 1146 NA NA NA 1147 NA NA NA 1148 NA NA NA 1149 NA NA NA 1150 NA NA NA 1151 1 0.017028 1.506 1152 NA NA NA 1153 1 0.434789 0.850 1154 NA NA NA 1155 1 0.363465 1.151 1156 1 0.158055 1.252 1157 1 0.595187 1.021 1158 1 0.862581 0.988 1159 1 0.697306 1.354 1160 1 0.083586 1.007 1161 NA NA NA 1162 NA NA NA 1163 1 0.192888 1.253 1164 NA NA NA 1165 1 0.500457 1.463 1166 NA NA NA 1167 NA NA NA 1168 NA NA NA 1170 NA NA NA 1171 NA NA NA 1172 NA NA NA 1173 NA NA NA 1174 NA NA NA 1175 1 0.329276 0.863 1177 1 0.426990 0.982 1178 NA NA NA 1179 NA NA NA 1180 NA NA NA 1181 NA NA NA 1182 NA NA NA 1183 1 0.546951 1.016 1184 NA NA NA 1185 NA NA NA 1186 1 0.805035 1.091 1187 NA NA NA 1188 NA NA NA 1189 NA NA NA 1190 1 0.338520 1.044 1191 NA NA NA 1192 NA NA NA 1193 NA NA NA 1194 NA NA NA 1195 NA NA NA 1196 NA NA NA 1197 1 0.253407 1.424 1198 NA NA NA 1199 NA NA NA 1200 NA NA NA 1201 NA NA NA 1202 NA NA NA 1203 NA NA NA 1204 NA NA NA 1205 NA NA NA 1206 1 0.030478 1.356 1207 NA NA NA 1208 1 0.566573 0.807 1209 1 0.223594 1.052 1210 1 0.517902 1.462 1211 1 0.236624 1.400 1212 NA NA NA 1213 1 0.966253 1.300 1214 NA NA NA 1215 NA NA NA 1216 NA NA NA 1217 NA NA NA 1218 NA NA NA 1219 1 0.412821 0.976 1220 NA NA NA 1221 NA NA NA 1222 NA NA NA 1223 NA NA NA 1224 1 0.800560 0.833 1225 NA NA NA 1226 1 0.520046 1.455 1227 1 0.227503 1.101 1228 NA NA NA 1229 NA NA NA 1230 NA NA NA 1231 NA NA NA 1232 1 0.902292 1.361 1233 NA NA NA 1234 1 0.996270 0.872 1235 1 0.025486 0.970 1236 NA NA NA 1237 1 0.562609 1.205 1238 1 0.446131 1.435 1239 NA NA NA 1240 NA NA NA 1241 NA NA NA 1242 NA NA NA 1243 NA NA NA 1244 NA NA NA 1245 1 0.376838 1.114 1246 1 0.113158 1.313 1247 NA NA NA 1248 NA NA NA 1249 NA NA NA 1250 1 0.751977 0.918 1251 1 0.882040 1.008 1252 NA NA NA 1253 1 0.482242 1.422 1254 NA NA NA 1255 1 0.109952 1.006 1256 NA NA NA 1258 NA NA NA 1259 NA NA NA 1260 NA NA NA 1261 NA NA NA 1262 NA NA NA 1263 NA NA NA 1264 1 0.158028 0.804 1265 NA NA NA 1266 NA NA NA 1267 1 0.358095 1.436 1268 NA NA NA 1269 NA NA NA 1270 1 0.467334 0.817 1271 NA NA NA 1272 1 0.614320 0.906 1273 NA NA NA 1274 1 0.089405 1.233 1275 NA NA NA 1276 NA NA NA 1277 1 0.175901 1.487 1278 NA NA NA 1279 NA NA NA 1280 NA NA NA 1281 NA NA NA 1282 1 0.781006 1.439 1283 NA NA NA 1284 NA NA NA 1285 NA NA NA 1286 NA NA NA 1287 NA NA NA 1288 NA NA NA 1289 NA NA NA 1290 NA NA NA 1291 NA NA NA 1292 1 0.602945 0.801 1293 1 0.685105 1.459 1294 NA NA NA 1295 1 0.343179 0.843 1296 NA NA NA 1297 NA NA NA 1298 1 0.935924 1.384 1299 1 0.004591 0.865 1300 NA NA NA 1301 NA NA NA 1302 NA NA NA 1303 NA NA NA 1304 NA NA NA 1305 NA NA NA 1306 1 0.516383 0.987 1307 1 0.000613 0.826 1308 1 0.898842 1.503 1309 NA NA NA 1310 NA NA NA 1311 1 0.358761 1.276 1312 NA NA NA 1313 NA NA NA 1314 NA NA NA 1315 NA NA NA 1316 NA NA NA 1317 NA NA NA 1318 NA NA NA 1319 NA NA NA 1320 NA NA NA 1321 NA NA NA 1322 NA NA NA 1323 NA NA NA 1324 NA NA NA 1325 NA NA NA 1326 1 0.292060 1.102 1327 1 0.777456 0.955 1328 1 0.744784 0.922 1329 1 0.497182 1.383 1330 1 0.997163 1.298 1331 NA NA NA 1332 NA NA NA 1333 NA NA NA 1334 1 0.788252 0.914 1335 1 0.926405 1.126 1336 NA NA NA 1337 NA NA NA 1338 1 0.053827 1.160 1339 NA NA NA 1340 NA NA NA 1341 1 0.886531 1.199 1342 1 0.572588 0.816 1343 NA NA NA 1344 1 0.462375 1.104 1345 NA NA NA 1346 NA NA NA 1347 NA NA NA 1348 1 0.373092 0.791 1349 NA NA NA 1350 NA NA NA 1351 NA NA NA 1352 1 0.587468 1.410 1353 NA NA NA 1354 1 0.237508 1.200 1355 1 0.152003 1.447 1356 NA NA NA 1357 1 0.418503 1.308 1358 NA NA NA 1359 NA NA NA 1360 1 0.148380 1.152 1361 1 0.733464 0.985 1362 1 0.140016 0.792 1363 NA NA NA 1364 NA NA NA 1365 NA NA NA 1366 NA NA NA 1367 1 0.761610 0.991 1368 NA NA NA 1369 1 0.754365 0.884 1370 NA NA NA 1371 NA NA NA 1372 NA NA NA 1373 1 0.605000 1.296 1374 1 0.733934 1.247 1375 1 0.806091 1.498 1376 NA NA NA 1377 1 0.828013 1.422 1378 NA NA NA 1379 NA NA NA 1380 NA NA NA 1381 NA NA NA 1382 NA NA NA 1383 NA NA NA 1384 NA NA NA 1385 NA NA NA 1386 NA NA NA 1387 NA NA NA 1388 1 0.961448 0.851 1389 1 0.778547 1.112 1390 NA NA NA 1391 NA NA NA 1392 NA NA NA 1393 NA NA NA 1394 1 0.675277 1.213 1395 NA NA NA 1396 NA NA NA 1397 1 0.805050 1.040 1398 NA NA NA 1399 1 0.857835 0.977 1400 NA NA NA 1401 1 0.062082 1.271 1402 1 0.636242 1.437 1403 NA NA NA 1404 NA NA NA 1405 NA NA NA 1406 NA NA NA 1407 1 0.705400 1.190 1408 NA NA NA 1409 1 0.122397 0.953 1410 1 0.505608 0.885 1411 NA NA NA 1412 1 0.181939 1.374 1413 NA NA NA 1414 NA NA NA 1415 NA NA NA 1416 NA NA NA 1417 NA NA NA 1418 NA NA NA 1419 1 0.373274 0.928 1420 1 0.275331 1.311 1421 1 0.712896 0.882 1422 NA NA NA 1423 NA NA NA 1424 1 0.808703 1.152 1425 1 0.785204 1.084 1426 NA NA NA 1427 NA NA NA 1428 NA NA NA 1429 1 0.595317 1.172 1430 1 0.905435 0.834 1431 NA NA NA 1432 NA NA NA 1433 NA NA NA 1434 NA NA NA 1435 NA NA NA 1436 1 0.137621 0.924 1437 1 0.923248 1.191 1438 NA NA NA 1439 NA NA NA 1440 NA NA NA 1441 NA NA NA 1442 NA NA NA 1443 1 0.170470 0.908 1444 NA NA NA 1445 1 0.242586 1.014 1446 NA NA NA 1447 NA NA NA 1448 1 0.372123 0.807 1449 NA NA NA 1450 1 0.840424 1.081 1451 NA NA NA 1452 NA NA NA 1453 NA NA NA 1454 NA NA NA 1455 NA NA NA 1456 1 0.907777 1.023 1457 NA NA NA 1458 NA NA NA 1459 NA NA NA 1460 NA NA NA 1461 NA NA NA 1462 1 0.089229 1.166 1463 1 0.688895 1.266 1464 NA NA NA 1465 NA NA NA 1466 NA NA NA 1467 NA NA NA 1468 NA NA NA 1469 1 0.056370 0.960 1470 1 0.816621 0.885 1471 1 0.486508 1.038 1472 NA NA NA 1473 1 0.814738 0.920 1474 NA NA NA 1475 NA NA NA 1476 NA NA NA 1477 NA NA NA 1478 NA NA NA 1479 NA NA NA 1480 NA NA NA 1481 NA NA NA 1482 1 0.395520 1.411 1483 1 0.311166 1.513 1484 NA NA NA 1485 NA NA NA 1486 NA NA NA 1487 1 0.408652 0.837 1488 1 0.271385 1.518 1489 NA NA NA 1490 NA NA NA 1491 NA NA NA 1492 NA NA NA 1493 1 0.370192 1.391 1494 NA NA NA 1495 NA NA NA 1496 NA NA NA 1497 1 0.431138 0.971 1498 NA NA NA 1499 NA NA NA 1500 1 0.336864 1.101 attr(,"assign") [1] 1 1 1 [[2]] XO2(Intercept) XO2xo1 XO2invMillsRatio 1 1 0.080371 0.310 2 1 0.673625 0.288 3 1 0.664986 0.660 4 1 0.918459 0.715 5 NA NA NA 6 1 0.703013 0.398 7 1 0.249974 0.630 8 1 0.081948 0.404 9 1 0.905615 0.794 10 NA NA NA 11 1 0.370931 0.412 12 NA NA NA 13 1 0.160174 0.307 14 1 0.641817 0.403 16 1 0.941761 0.626 17 1 0.131011 0.298 18 NA NA NA 19 1 0.621499 0.607 20 NA NA NA 21 1 0.115928 0.391 23 NA NA NA 24 1 0.852731 0.351 25 1 0.650539 0.595 26 1 0.563463 0.693 27 1 0.845542 0.536 28 1 0.179993 0.544 29 1 0.881774 0.699 30 1 0.051563 0.374 31 1 0.121290 0.431 32 1 0.509903 0.366 33 NA NA NA 34 NA NA NA 35 NA NA NA 36 1 0.903951 0.331 37 1 0.401681 0.450 38 1 0.848532 0.304 39 1 0.737728 0.461 40 1 0.836665 0.492 41 1 0.840634 0.476 42 1 0.692824 0.314 43 NA NA NA 44 1 0.328761 0.544 45 1 0.551048 0.490 46 NA NA NA 47 NA NA NA 48 1 0.339114 0.511 49 NA NA NA 50 NA NA NA 51 1 0.461001 0.796 52 NA NA NA 53 1 0.994965 0.288 54 1 0.526522 0.787 55 1 0.992269 0.459 56 1 0.575798 0.701 57 1 0.687363 0.764 58 1 0.744049 0.583 59 1 0.964950 0.513 60 1 0.448295 0.800 61 NA NA NA 62 NA NA NA 63 1 0.683884 0.452 64 1 0.472471 0.298 65 NA NA NA 66 1 0.640398 0.437 67 1 0.699879 0.600 68 1 0.750910 0.561 69 NA NA NA 70 1 0.017808 0.364 71 1 0.593401 0.592 72 1 0.759435 0.346 73 NA NA NA 74 NA NA NA 75 NA NA NA 76 1 0.635526 0.784 77 1 0.129139 0.370 78 NA NA NA 79 1 0.298915 0.771 80 1 0.582147 0.511 81 1 0.301338 0.531 82 1 0.540051 0.431 83 NA NA NA 84 1 0.230345 0.705 85 1 0.958270 0.661 86 1 0.215997 0.323 87 1 0.772824 0.365 88 1 0.085705 0.518 89 1 0.356087 0.772 90 NA NA NA 91 1 0.406772 0.397 92 1 0.111351 0.380 93 NA NA NA 94 1 0.405858 0.378 95 1 0.411560 0.495 96 NA NA NA 97 1 0.348216 0.319 98 1 0.767081 0.745 99 1 0.128629 0.486 100 1 0.117589 0.786 101 1 0.074419 0.669 102 1 0.905697 0.582 103 1 0.752297 0.361 105 NA NA NA 106 1 0.167466 0.397 107 1 0.531749 0.318 108 1 0.003724 0.412 109 1 0.452718 0.335 110 1 0.718624 0.426 111 NA NA NA 112 1 0.228759 0.465 113 1 0.801410 0.454 114 1 0.406749 0.352 115 NA NA NA 116 1 0.216349 0.371 117 1 0.457306 0.782 118 1 0.605861 0.446 119 1 0.248063 0.325 120 NA NA NA 121 NA NA NA 122 1 0.342370 0.402 123 1 0.893691 0.668 124 NA NA NA 125 NA NA NA 126 1 0.233545 0.534 127 1 0.086271 0.703 128 1 0.217532 0.300 129 1 0.486930 0.506 130 NA NA NA 131 1 0.133614 0.674 132 1 0.947633 0.334 133 1 0.846465 0.803 134 1 0.466720 0.485 135 NA NA NA 136 NA NA NA 137 1 0.293886 0.782 138 1 0.523243 0.348 139 1 0.917417 0.559 141 1 0.102122 0.690 142 NA NA NA 143 NA NA NA 144 NA NA NA 145 NA NA NA 146 1 0.860302 0.343 147 1 0.957859 0.317 148 1 0.378741 0.433 149 NA NA NA 150 1 0.074625 0.409 151 1 0.145988 0.780 152 NA NA NA 153 NA NA NA 154 1 0.658422 0.747 155 1 0.754705 0.346 156 1 0.544724 0.418 157 1 0.633578 0.545 158 NA NA NA 159 1 0.824331 0.411 160 1 0.656322 0.798 161 NA NA NA 162 1 0.793618 0.535 163 NA NA NA 164 1 0.594842 0.621 165 1 0.506420 0.421 166 NA NA NA 167 1 0.323378 0.576 168 NA NA NA 169 1 0.985403 0.683 170 1 0.085919 0.468 171 NA NA NA 172 1 0.871246 0.333 173 1 0.535561 0.649 174 1 0.528190 0.571 175 1 0.437256 0.407 176 NA NA NA 177 1 0.686178 0.298 178 1 0.011030 0.638 179 1 0.037950 0.484 180 1 0.160746 0.768 181 NA NA NA 182 1 0.598686 0.390 183 NA NA NA 184 1 0.143248 0.769 185 NA NA NA 186 NA NA NA 187 NA NA NA 188 1 0.234558 0.288 189 1 0.396968 0.433 190 1 0.071800 0.631 191 1 0.228120 0.413 192 1 0.640432 0.326 193 1 0.896748 0.471 194 NA NA NA 195 1 0.191269 0.580 196 1 0.711364 0.445 197 1 0.785802 0.670 198 1 0.475879 0.354 199 NA NA NA 200 1 0.143620 0.605 201 1 0.894885 0.641 202 1 0.347284 0.487 203 NA NA NA 204 1 0.108090 0.721 205 1 0.574168 0.486 206 1 0.577509 0.299 207 NA NA NA 208 1 0.457520 0.601 209 1 0.067628 0.491 210 1 0.636804 0.542 211 NA NA NA 212 NA NA NA 213 1 0.837293 0.495 214 1 0.559724 0.333 215 1 0.694142 0.482 216 NA NA NA 217 NA NA NA 218 1 0.004483 0.485 219 NA NA NA 220 1 0.391767 0.713 221 1 0.543534 0.519 222 NA NA NA 223 1 0.024898 0.308 224 1 0.357334 0.356 225 NA NA NA 226 NA NA NA 227 1 0.025107 0.323 228 NA NA NA 230 1 0.788402 0.324 231 1 0.940818 0.681 232 1 0.045633 0.353 233 NA NA NA 234 1 0.685085 0.471 235 NA NA NA 236 NA NA NA 237 1 0.481557 0.330 238 1 0.222487 0.703 239 NA NA NA 240 1 0.232371 0.388 241 1 0.613104 0.581 242 NA NA NA 243 NA NA NA 244 NA NA NA 245 NA NA NA 246 1 0.078283 0.308 247 1 0.938260 0.407 248 1 0.360864 0.505 249 NA NA NA 250 1 0.755870 0.587 251 NA NA NA 252 NA NA NA 253 1 0.525102 0.389 254 NA NA NA 255 NA NA NA 256 1 0.642296 0.294 257 1 0.812820 0.312 258 NA NA NA 259 1 0.616574 0.495 260 1 0.988109 0.769 261 1 0.229380 0.577 262 1 0.365895 0.700 263 1 0.852327 0.481 264 1 0.798476 0.393 265 1 0.587998 0.767 266 NA NA NA 267 NA NA NA 268 NA NA NA 269 NA NA NA 270 1 0.543399 0.316 271 1 0.557392 0.289 272 NA NA NA 273 1 0.292054 0.303 274 1 0.349665 0.444 275 1 0.006167 0.435 276 1 0.323989 0.297 277 NA NA NA 278 1 0.372079 0.388 279 1 0.515988 0.378 280 NA NA NA 281 1 0.553321 0.540 282 1 0.402073 0.480 283 1 0.077615 0.444 284 1 0.988705 0.408 285 NA NA NA 286 NA NA NA 287 1 0.241260 0.289 288 1 0.622831 0.548 289 1 0.682927 0.314 290 NA NA NA 291 1 0.410622 0.472 292 1 0.025031 0.410 293 1 0.477166 0.520 294 NA NA NA 295 1 0.464960 0.685 296 1 0.093606 0.779 297 NA NA NA 298 1 0.033880 0.599 299 1 0.565293 0.542 300 1 0.777355 0.397 301 NA NA NA 302 NA NA NA 303 1 0.829742 0.420 304 NA NA NA 305 NA NA NA 306 NA NA NA 307 1 0.218796 0.296 308 1 0.359867 0.598 309 1 0.471965 0.440 310 1 0.408377 0.737 311 1 0.896290 0.456 312 NA NA NA 313 NA NA NA 314 NA NA NA 315 1 0.192637 0.474 316 1 0.032997 0.311 317 1 0.514459 0.702 318 1 0.790127 0.476 319 1 0.791292 0.634 320 1 0.822456 0.467 321 NA NA NA 322 1 0.670205 0.519 323 1 0.559071 0.617 324 1 0.296233 0.768 325 NA NA NA 326 NA NA NA 327 1 0.307168 0.589 328 1 0.544913 0.634 329 1 0.511114 0.487 330 1 0.884750 0.321 331 NA NA NA 332 1 0.234096 0.794 333 NA NA NA 334 1 0.504487 0.773 335 NA NA NA 336 NA NA NA 337 NA NA NA 338 NA NA NA 339 1 0.647277 0.709 340 NA NA NA 341 1 0.759152 0.413 342 1 0.795538 0.345 343 NA NA NA 344 1 0.470824 0.636 345 1 0.444071 0.291 346 1 0.073808 0.720 347 1 0.628072 0.295 348 1 0.046016 0.440 349 1 0.212131 0.461 350 1 0.855967 0.703 351 1 0.195925 0.714 352 1 0.619210 0.384 353 1 0.877575 0.376 354 NA NA NA 355 1 0.247268 0.406 356 NA NA NA 357 NA NA NA 358 1 0.189925 0.325 359 1 0.213257 0.312 360 NA NA NA 361 1 0.265973 0.605 362 1 0.016146 0.566 363 1 0.716538 0.699 364 1 0.627371 0.675 365 1 0.463041 0.356 366 NA NA NA 367 1 0.877246 0.461 368 1 0.144472 0.537 369 1 0.283803 0.746 370 1 0.855336 0.328 371 1 0.001791 0.643 372 1 0.879048 0.408 373 NA NA NA 374 NA NA NA 375 NA NA NA 376 NA NA NA 377 1 0.842802 0.370 378 NA NA NA 379 1 0.926641 0.523 380 1 0.363214 0.644 381 1 0.390798 0.292 382 1 0.121733 0.544 383 NA NA NA 384 NA NA NA 385 1 0.154690 0.323 386 NA NA NA 387 1 0.844121 0.345 388 1 0.365838 0.648 389 NA NA NA 390 NA NA NA 391 1 0.389504 0.465 392 1 0.041141 0.291 393 1 0.638257 0.315 394 1 0.370589 0.332 395 1 0.086717 0.476 396 1 0.663229 0.318 397 1 0.791409 0.627 398 NA NA NA 399 NA NA NA 400 NA NA NA 401 NA NA NA 402 NA NA NA 403 1 0.797208 0.406 404 1 0.706689 0.459 405 1 0.383403 0.387 406 1 0.703115 0.778 407 1 0.973080 0.329 408 1 0.956450 0.383 409 1 0.864320 0.526 410 1 0.127571 0.327 411 1 0.006534 0.561 412 NA NA NA 413 1 0.442968 0.309 414 NA NA NA 415 NA NA NA 416 1 0.942372 0.317 417 NA NA NA 418 1 0.242657 0.302 419 NA NA NA 420 1 0.410717 0.643 421 NA NA NA 422 1 0.586104 0.325 423 1 0.523249 0.624 424 1 0.916999 0.672 425 1 0.939180 0.771 426 1 0.168641 0.311 427 1 0.583542 0.351 428 1 0.640453 0.454 429 1 0.654053 0.774 430 1 0.675236 0.639 431 1 0.628474 0.385 432 1 0.246249 0.319 433 NA NA NA 434 1 0.377565 0.449 435 NA NA NA 436 1 0.377127 0.288 437 NA NA NA 438 1 0.533340 0.434 439 1 0.679759 0.431 440 1 0.761467 0.359 441 1 0.333325 0.335 442 NA NA NA 443 1 0.972544 0.355 444 NA NA NA 445 NA NA NA 446 NA NA NA 447 1 0.442238 0.399 448 1 0.672523 0.464 449 1 0.026745 0.494 450 NA NA NA 451 NA NA NA 452 1 0.029435 0.395 453 NA NA NA 454 NA NA NA 455 NA NA NA 456 NA NA NA 457 1 0.196852 0.323 458 1 0.490854 0.733 459 1 0.536378 0.478 460 1 0.478860 0.799 461 NA NA NA 462 1 0.382930 0.365 463 NA NA NA 464 NA NA NA 465 1 0.344570 0.563 466 1 0.449202 0.489 467 1 0.602245 0.800 468 1 0.973990 0.696 469 1 0.281697 0.327 470 NA NA NA 471 1 0.216070 0.297 472 1 0.734250 0.366 473 1 0.975760 0.306 474 1 0.552553 0.630 475 1 0.260953 0.451 476 1 0.895444 0.370 477 1 0.278072 0.312 478 1 0.907106 0.498 479 1 0.902981 0.354 480 1 0.742908 0.368 481 NA NA NA 482 1 0.033220 0.289 483 1 0.428902 0.348 484 1 0.957586 0.334 485 1 0.263632 0.521 486 1 0.561556 0.745 487 1 0.436666 0.787 488 1 0.528064 0.799 489 1 0.437184 0.358 490 1 0.968984 0.777 491 NA NA NA 492 NA NA NA 493 1 0.063790 0.341 494 NA NA NA 495 1 0.876207 0.772 496 1 0.028533 0.306 497 NA NA NA 498 1 0.793214 0.448 499 1 0.043050 0.544 500 1 0.434673 0.461 501 1 0.127587 0.299 502 1 0.206983 0.289 503 1 0.170597 0.637 504 NA NA NA 505 NA NA NA 506 1 0.932509 0.682 507 1 0.566635 0.290 508 1 0.731244 0.304 509 NA NA NA 510 1 0.443486 0.658 511 1 0.910169 0.503 512 1 0.562214 0.472 513 1 0.508793 0.669 514 1 0.711521 0.667 515 NA NA NA 516 1 0.003860 0.585 517 1 0.131409 0.316 518 1 0.201485 0.609 519 1 0.151999 0.729 520 NA NA NA 521 1 0.623253 0.481 522 1 0.796568 0.563 523 1 0.166471 0.372 524 NA NA NA 525 1 0.387811 0.337 526 1 0.605367 0.695 527 1 0.389411 0.618 528 1 0.084333 0.567 529 1 0.452123 0.802 530 1 0.707242 0.327 531 NA NA NA 532 1 0.080859 0.792 533 1 0.061667 0.445 534 1 0.177699 0.648 535 1 0.413872 0.372 536 1 0.135767 0.732 537 1 0.120226 0.761 538 NA NA NA 539 1 0.651984 0.625 540 NA NA NA 541 1 0.488629 0.591 542 NA NA NA 543 1 0.233819 0.619 544 1 0.383908 0.495 545 1 0.699358 0.341 546 1 0.219243 0.645 547 NA NA NA 548 1 0.519264 0.751 549 1 0.435481 0.646 550 1 0.718647 0.750 551 NA NA NA 552 NA NA NA 553 NA NA NA 554 1 0.385235 0.599 555 1 0.988399 0.342 556 NA NA NA 557 1 0.679545 0.634 558 1 0.541243 0.402 559 NA NA NA 560 1 0.457595 0.707 561 1 0.358360 0.709 562 1 0.519078 0.705 563 NA NA NA 564 NA NA NA 565 1 0.069295 0.793 566 NA NA NA 567 1 0.716449 0.464 568 NA NA NA 569 NA NA NA 570 NA NA NA 571 1 0.151415 0.390 572 1 0.085130 0.466 574 NA NA NA 575 1 0.179917 0.340 576 1 0.773531 0.462 577 1 0.942372 0.681 579 1 0.997892 0.722 580 NA NA NA 581 1 0.238792 0.373 582 1 0.259656 0.659 583 1 0.752700 0.342 584 1 0.243039 0.554 585 NA NA NA 586 1 0.029328 0.471 587 NA NA NA 588 1 0.328902 0.548 589 1 0.308480 0.555 590 1 0.747232 0.500 591 NA NA NA 592 1 0.542006 0.690 593 NA NA NA 594 NA NA NA 595 NA NA NA 596 1 0.369873 0.391 598 NA NA NA 600 1 0.704983 0.630 601 1 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NA attr(,"assign") [1] 1 1 1 > mfTestTobit5STwoStep <- model.frame( testTobit5STwoStep ) > print( mfTestTobit5STwoStep ) ys (Intercept) xs yo1 xo1 invMillsRatio1 yo2 1 1 1 0.940378 NA 0.080371 NA -0.588277 2 1 1 0.996766 NA 0.673625 NA -0.254995 3 1 1 0.232910 NA 0.664986 NA 0.981047 4 1 1 0.141901 NA 0.918459 NA 1.534325 5 0 1 0.066297 -1.20329 0.588963 0.834 NA 6 1 1 0.732845 NA 0.703013 NA 1.576727 7 1 1 0.285429 NA 0.249974 NA 1.682253 8 1 1 0.719488 NA 0.081948 NA -0.718573 9 1 1 0.017669 NA 0.905615 NA 0.359032 10 0 1 0.173206 -0.23484 0.787196 0.905 NA 11 1 1 0.702198 NA 0.370931 NA 1.309060 12 0 1 0.740287 -0.28893 0.972414 1.320 NA 13 1 1 0.947135 NA 0.160174 NA 1.223630 14 1 1 0.722044 NA 0.641817 NA -0.104047 16 1 1 0.291032 NA 0.941761 NA 1.596129 17 1 1 0.969695 NA 0.131011 NA 1.312811 18 0 1 0.098262 -0.13047 0.228383 0.855 NA 19 1 1 0.324276 NA 0.621499 NA 1.079472 20 0 1 0.139561 0.25470 0.366665 0.883 NA 21 1 1 0.748326 NA 0.115928 NA 1.264508 23 0 1 0.099745 1.23255 0.926547 0.856 NA 24 1 1 0.838674 NA 0.852731 NA 0.793452 25 1 1 0.345794 NA 0.650539 NA -1.235079 26 1 1 0.177999 NA 0.563463 NA 0.834656 27 1 1 0.452815 NA 0.845542 NA -0.390014 28 1 1 0.439201 NA 0.179993 NA -0.224162 29 1 1 0.169229 NA 0.881774 NA 1.818442 30 1 1 0.785529 NA 0.051563 NA 1.115474 31 1 1 0.662260 NA 0.121290 NA 2.229381 32 1 1 0.805095 NA 0.509903 NA 1.998936 33 0 1 0.457323 -1.15798 0.309324 1.106 NA 34 0 1 0.620620 0.18364 0.916819 1.228 NA 35 0 1 0.382501 -0.16859 0.356571 1.052 NA 36 1 1 0.886395 NA 0.903951 NA 1.620513 37 1 1 0.621632 NA 0.401681 NA 0.909923 38 1 1 0.955861 NA 0.848532 NA -0.121207 39 1 1 0.600515 NA 0.737728 NA 0.391302 40 1 1 0.537875 NA 0.836665 NA 0.475661 41 1 1 0.570037 NA 0.840634 NA 0.601388 42 1 1 0.930607 NA 0.692824 NA 0.679886 43 0 1 0.141259 0.44854 0.710824 0.884 NA 44 1 1 0.438931 NA 0.328761 NA -0.391892 45 1 1 0.541556 NA 0.551048 NA 0.009908 46 0 1 0.538011 -0.64671 0.534891 1.166 NA 47 0 1 0.112718 -0.44234 0.483017 0.865 NA 48 1 1 0.500286 NA 0.339114 NA -0.141485 49 0 1 0.666943 -0.46955 0.116260 1.263 NA 50 0 1 0.428879 -0.65972 0.840601 1.085 NA 51 1 1 0.013446 NA 0.461001 NA -0.138908 52 0 1 0.550384 -1.52520 0.462248 1.175 NA 53 1 1 0.996900 NA 0.994965 NA -0.477813 54 1 1 0.027496 NA 0.526522 NA 0.407578 55 1 1 0.604460 NA 0.992269 NA 0.484502 56 1 1 0.165352 NA 0.575798 NA -0.102192 57 1 1 0.064376 NA 0.687363 NA 2.440306 58 1 1 0.368052 NA 0.744049 NA 0.200445 59 1 1 0.497989 NA 0.964950 NA 1.155735 60 1 1 0.006899 NA 0.448295 NA 2.514687 61 0 1 0.007317 0.89640 0.667671 0.796 NA 62 0 1 0.445165 -0.35449 0.020494 1.097 NA 63 1 1 0.617485 NA 0.683884 NA -0.298359 64 1 1 0.972134 NA 0.472471 NA 0.604550 65 0 1 0.011743 0.06751 0.113761 0.798 NA 66 1 1 0.649082 NA 0.640398 NA -0.431657 67 1 1 0.336996 NA 0.699879 NA 0.722235 68 1 1 0.406869 NA 0.750910 NA 1.189675 69 0 1 0.451439 1.68789 0.645549 1.102 NA 70 1 1 0.808970 NA 0.017808 NA 1.100821 71 1 1 0.352268 NA 0.593401 NA -0.071007 72 1 1 0.852134 NA 0.759435 NA 1.703314 73 0 1 0.200599 -0.92360 0.067077 0.924 NA 74 0 1 0.778180 -0.49609 0.930361 1.350 NA 75 0 1 0.752351 -0.29439 0.634161 1.329 NA 76 1 1 0.031971 NA 0.635526 NA -0.971309 77 1 1 0.794290 NA 0.129139 NA 0.135285 78 0 1 0.123112 -1.00685 0.829984 0.872 NA 79 1 1 0.052577 NA 0.298915 NA 0.926361 80 1 1 0.500265 NA 0.582147 NA 0.950978 81 1 1 0.463828 NA 0.301338 NA 1.579884 82 1 1 0.661522 NA 0.540051 NA -1.279106 83 0 1 0.124168 0.28922 0.822821 0.872 NA 84 1 1 0.158678 NA 0.230345 NA 0.811245 85 1 1 0.231713 NA 0.958270 NA 0.797924 86 1 1 0.906686 NA 0.215997 NA 0.706427 87 1 1 0.806820 NA 0.772824 NA 0.899044 88 1 1 0.487297 NA 0.085705 NA 1.406913 89 1 1 0.050978 NA 0.356087 NA 0.326653 90 0 1 0.462758 -0.29565 0.849496 1.110 NA 91 1 1 0.734857 NA 0.406772 NA 0.143449 92 1 1 0.772458 NA 0.111351 NA 1.955444 93 0 1 0.262671 -0.13088 0.816641 0.967 NA 94 1 1 0.776556 NA 0.405858 NA 0.247108 95 1 1 0.532561 NA 0.411560 NA -0.061699 96 0 1 0.810920 -0.10398 0.681192 1.375 NA 97 1 1 0.917404 NA 0.348216 NA 0.139648 98 1 1 0.094254 NA 0.767081 NA -0.722787 99 1 1 0.550482 NA 0.128629 NA 2.078230 100 1 1 0.029125 NA 0.117589 NA 0.215176 101 1 1 0.217832 NA 0.074419 NA 1.970999 102 1 1 0.368814 NA 0.905697 NA 2.094069 103 1 1 0.817140 NA 0.752297 NA 0.029012 105 0 1 0.257971 -0.25459 0.519636 0.964 NA 106 1 1 0.735204 NA 0.167466 NA 0.868588 107 1 1 0.918842 NA 0.531749 NA 1.744679 108 1 1 0.700928 NA 0.003724 NA -0.494260 109 1 1 0.877539 NA 0.452718 NA 0.805955 110 1 1 0.672118 NA 0.718624 NA 0.783481 111 0 1 0.668057 -0.77493 0.768495 1.264 NA 112 1 1 0.591088 NA 0.228759 NA 1.838340 113 1 1 0.614621 NA 0.801410 NA 0.779080 114 1 1 0.837849 NA 0.406749 NA 0.055425 115 0 1 0.390967 -0.64144 0.111831 1.058 NA 116 1 1 0.792324 NA 0.216349 NA 0.536330 117 1 1 0.035097 NA 0.457306 NA 2.695351 118 1 1 0.629841 NA 0.605861 NA 0.898077 119 1 1 0.902201 NA 0.248063 NA 0.383270 120 0 1 0.298322 -0.78345 0.906493 0.992 NA 121 0 1 0.530867 0.24409 0.688954 1.161 NA 122 1 1 0.723195 NA 0.342370 NA 0.819016 123 1 1 0.220478 NA 0.893691 NA 0.140598 124 0 1 0.292361 -0.30170 0.632697 0.988 NA 125 0 1 0.311523 0.09002 0.900051 1.001 NA 126 1 1 0.457497 NA 0.233545 NA 0.236706 127 1 1 0.161885 NA 0.086271 NA 1.251204 128 1 1 0.965960 NA 0.217532 NA 0.206719 129 1 1 0.511529 NA 0.486930 NA -1.666029 130 0 1 0.724533 -0.80192 0.795617 1.308 NA 131 1 1 0.210829 NA 0.133614 NA 1.642297 132 1 1 0.879899 NA 0.947633 NA -0.240865 133 1 1 0.002867 NA 0.846465 NA 0.215232 134 1 1 0.551908 NA 0.466720 NA 3.156655 135 0 1 0.432890 -0.08673 0.657443 1.088 NA 136 0 1 0.282310 0.05894 0.632654 0.981 NA 137 1 1 0.035117 NA 0.293886 NA 0.046763 138 1 1 0.845707 NA 0.523243 NA 0.478293 139 1 1 0.410763 NA 0.917417 NA 1.494132 141 1 1 0.183622 NA 0.102122 NA 0.893584 142 0 1 0.259546 0.40778 0.388746 0.965 NA 143 0 1 0.728944 -0.83244 0.820705 1.311 NA 144 0 1 0.591277 -1.15604 0.697603 1.206 NA 145 0 1 0.502358 -0.39263 0.243730 1.139 NA 146 1 1 0.857795 NA 0.860302 NA 0.253221 147 1 1 0.923149 NA 0.957859 NA -0.243703 148 1 1 0.657964 NA 0.378741 NA 1.526182 149 0 1 0.453916 -1.90004 0.820755 1.104 NA 150 1 1 0.709034 NA 0.074625 NA -1.827155 151 1 1 0.039466 NA 0.145988 NA -0.339209 152 0 1 0.858497 -1.37840 0.580575 1.413 NA 153 0 1 0.499521 -1.22882 0.495721 1.137 NA 154 1 1 0.090665 NA 0.658422 NA 2.901252 155 1 1 0.850819 NA 0.754705 NA 0.826597 156 1 1 0.689029 NA 0.544724 NA 1.070891 157 1 1 0.437081 NA 0.633578 NA 0.663414 158 0 1 0.592242 -0.52026 0.272615 1.207 NA 159 1 1 0.704752 NA 0.824331 NA 1.168959 160 1 1 0.009957 NA 0.656322 NA 0.480774 161 0 1 0.480451 -1.05721 0.202298 1.123 NA 162 1 1 0.455315 NA 0.793618 NA 3.517176 163 0 1 0.623701 -0.85834 0.634375 1.230 NA 164 1 1 0.300493 NA 0.594842 NA 1.957383 165 1 1 0.682751 NA 0.506420 NA 3.913813 166 0 1 0.928955 0.11514 0.749397 1.469 NA 167 1 1 0.380810 NA 0.323378 NA 0.146450 168 0 1 0.475343 -0.61310 0.494405 1.119 NA 169 1 1 0.194479 NA 0.985403 NA 0.191814 170 1 1 0.586432 NA 0.085919 NA -0.412581 171 0 1 0.057750 -2.12519 0.204142 0.828 NA 172 1 1 0.881460 NA 0.871246 NA 0.967615 173 1 1 0.252725 NA 0.535561 NA 0.464382 174 1 1 0.389700 NA 0.528190 NA 0.517435 175 1 1 0.712881 NA 0.437256 NA -0.139890 176 0 1 0.894507 -0.12888 0.515132 1.442 NA 177 1 1 0.970073 NA 0.686178 NA -0.677435 178 1 1 0.271287 NA 0.011030 NA 0.084257 179 1 1 0.553040 NA 0.037950 NA 1.262858 180 1 1 0.057501 NA 0.160746 NA 0.345138 181 0 1 0.063626 0.99034 0.770836 0.832 NA 182 1 1 0.749837 NA 0.598686 NA 1.179390 183 0 1 0.731740 -0.22187 0.328624 1.313 NA 184 1 1 0.055517 NA 0.143248 NA 0.245980 185 0 1 0.123574 0.09415 0.545318 0.872 NA 186 0 1 0.201385 -1.80258 0.236158 0.925 NA 187 0 1 0.438755 -0.22101 0.795837 1.093 NA 188 1 1 0.996189 NA 0.234558 NA -0.003724 189 1 1 0.656323 NA 0.396968 NA 0.265766 190 1 1 0.283220 NA 0.071800 NA 1.197039 191 1 1 0.699290 NA 0.228120 NA 0.861588 192 1 1 0.899405 NA 0.640432 NA 1.936136 193 1 1 0.579102 NA 0.896748 NA -0.566261 194 0 1 0.779275 -0.86536 0.799020 1.351 NA 195 1 1 0.372658 NA 0.191269 NA 1.538250 196 1 1 0.632594 NA 0.711364 NA 1.367308 197 1 1 0.217653 NA 0.785802 NA -0.129873 198 1 1 0.833188 NA 0.475879 NA -0.429435 199 0 1 0.836883 -0.34839 0.345069 1.396 NA 200 1 1 0.328749 NA 0.143620 NA -0.404283 201 1 1 0.265813 NA 0.894885 NA 1.733732 202 1 1 0.547148 NA 0.347284 NA -0.473015 203 0 1 0.076999 -0.07525 0.302683 0.841 NA 204 1 1 0.133506 NA 0.108090 NA 1.009886 205 1 1 0.549124 NA 0.574168 NA 2.428672 206 1 1 0.967771 NA 0.577509 NA -0.901507 207 0 1 0.282188 -0.19441 0.205784 0.981 NA 208 1 1 0.334846 NA 0.457520 NA 2.353149 209 1 1 0.539449 NA 0.067628 NA 0.891541 210 1 1 0.441803 NA 0.636804 NA 1.229243 211 0 1 0.869821 -0.44653 0.805046 1.422 NA 212 0 1 0.553436 -1.01946 0.444929 1.177 NA 213 1 1 0.532861 NA 0.837293 NA 0.192693 214 1 1 0.883538 NA 0.559724 NA -0.606100 215 1 1 0.557134 NA 0.694142 NA 0.920491 216 0 1 0.066122 -0.38337 0.273154 0.834 NA 217 0 1 0.258768 0.59110 0.946393 0.964 NA 218 1 1 0.550905 NA 0.004483 NA -0.837842 219 0 1 0.796403 -1.94890 0.301805 1.364 NA 220 1 1 0.145013 NA 0.391767 NA 0.820416 221 1 1 0.486209 NA 0.543534 NA -0.333080 222 0 1 0.707381 -1.34952 0.674851 1.295 NA 223 1 1 0.944007 NA 0.024898 NA 0.262528 224 1 1 0.826960 NA 0.357334 NA 2.161814 225 0 1 0.383630 -1.14249 0.144678 1.053 NA 226 0 1 0.323171 -1.22008 0.578039 1.010 NA 227 1 1 0.907333 NA 0.025107 NA 1.487346 228 0 1 0.056447 0.35511 0.753271 0.827 NA 230 1 1 0.904405 NA 0.788402 NA -0.176061 231 1 1 0.198231 NA 0.940818 NA -1.432749 232 1 1 0.835608 NA 0.045633 NA 0.733969 233 0 1 0.628063 -0.17955 0.415334 1.234 NA 234 1 1 0.578858 NA 0.685085 NA 1.923713 235 0 1 0.072209 0.10857 0.485945 0.838 NA 236 0 1 0.283379 -1.39978 0.643130 0.981 NA 237 1 1 0.889372 NA 0.481557 NA 2.546637 238 1 1 0.162274 NA 0.222487 NA -0.500850 239 0 1 0.432173 -1.98091 0.230843 1.088 NA 240 1 1 0.755494 NA 0.232371 NA 1.765793 241 1 1 0.371829 NA 0.613104 NA 1.740585 242 0 1 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0.597301 266 0 1 0.432974 -0.09123 0.793930 1.088 NA 267 0 1 0.402949 -0.41803 0.274666 1.067 NA 268 0 1 0.851098 0.36255 0.495375 1.407 NA 269 0 1 0.300433 -0.44800 0.124733 0.993 NA 270 1 1 0.925874 NA 0.543399 NA -0.828445 271 1 1 0.993535 NA 0.557392 NA 1.698748 272 0 1 0.602505 0.09830 0.967612 1.214 NA 273 1 1 0.957766 NA 0.292054 NA -1.395895 274 1 1 0.634655 NA 0.349665 NA 1.600828 275 1 1 0.653118 NA 0.006167 NA 0.974522 276 1 1 0.972603 NA 0.323989 NA 2.872835 277 0 1 0.345732 -0.50772 0.384588 1.026 NA 278 1 1 0.754893 NA 0.372079 NA 0.340032 279 1 1 0.776172 NA 0.515988 NA 2.510745 280 0 1 0.286398 -0.29870 0.671042 0.984 NA 281 1 1 0.446992 NA 0.553321 NA 3.253900 282 1 1 0.560786 NA 0.402073 NA 0.566063 283 1 1 0.635046 NA 0.077615 NA -0.714105 284 1 1 0.711620 NA 0.988705 NA 1.050954 285 0 1 0.107038 -2.46171 0.080111 0.861 NA 286 0 1 0.367655 -1.06802 0.307940 1.041 NA 287 1 1 0.993393 NA 0.241260 NA 0.807375 288 1 1 0.432253 NA 0.622831 NA 0.079415 289 1 1 0.929256 NA 0.682927 NA 0.430245 290 0 1 0.073590 0.02075 0.737398 0.839 NA 291 1 1 0.577728 NA 0.410622 NA -0.067055 292 1 1 0.706458 NA 0.025031 NA 0.487118 293 1 1 0.484063 NA 0.477166 NA 0.627396 294 0 1 0.119480 -0.25511 0.514097 0.869 NA 295 1 1 0.191338 NA 0.464960 NA 2.012982 296 1 1 0.039565 NA 0.093606 NA 2.046513 297 0 1 0.491861 0.36346 0.528507 1.132 NA 298 1 1 0.339283 NA 0.033880 NA -0.129997 299 1 1 0.443054 NA 0.565293 NA -0.324076 300 1 1 0.735495 NA 0.777355 NA -0.126423 301 0 1 0.518061 0.07940 0.636560 1.151 NA 302 0 1 0.380735 0.44848 0.788518 1.051 NA 303 1 1 0.683830 NA 0.829742 NA 1.206568 304 0 1 0.579353 0.13050 0.665953 1.197 NA 305 0 1 0.700189 -0.11101 0.012943 1.289 NA 306 0 1 0.147659 0.52101 0.818728 0.888 NA 307 1 1 0.976503 NA 0.218796 NA 1.406572 308 1 1 0.340870 NA 0.359867 NA -0.439554 309 1 1 0.642431 NA 0.471965 NA -0.271356 310 1 1 0.107585 NA 0.408377 NA 1.285933 311 1 1 0.609351 NA 0.896290 NA 0.472003 312 0 1 0.178274 0.10467 0.073243 0.909 NA 313 0 1 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1021 0.674 1022 NA 1023 0.488 1024 0.381 1025 0.549 1026 0.419 1027 0.500 1028 0.369 1029 0.325 1030 0.547 1031 NA 1032 0.319 1033 0.675 1034 0.362 1035 0.621 1036 0.475 1037 0.572 1038 0.633 1039 0.644 1040 0.302 1041 0.444 1042 0.753 1043 0.315 1044 0.330 1045 0.321 1046 0.404 1047 0.421 1048 NA 1049 0.564 1050 0.341 1051 NA 1052 NA 1053 NA 1055 NA 1056 0.700 1057 0.524 1058 0.801 1059 0.297 1060 NA 1061 NA 1062 0.608 1063 0.730 1064 0.292 1065 0.563 1066 0.655 1067 0.590 1068 0.708 1069 0.628 1070 0.646 1071 NA 1072 NA 1073 0.363 1074 0.471 1075 0.472 1076 0.412 1077 0.764 1078 NA 1079 NA 1080 0.551 1081 0.489 1082 0.440 1083 0.372 1084 0.348 1085 NA 1086 0.342 1087 0.304 1088 0.315 1089 NA 1090 NA 1091 NA 1092 0.741 1093 NA 1094 NA 1095 NA 1096 0.786 1097 0.659 1098 NA 1099 0.634 1100 0.415 1101 NA 1102 NA 1103 0.673 1104 NA 1105 0.740 1106 0.629 1107 NA 1108 0.416 1109 NA 1110 0.304 1111 0.366 1112 0.321 1113 NA 1114 0.608 1115 0.718 1116 0.303 1117 NA 1118 NA 1119 NA 1120 0.313 1121 0.780 1122 0.365 1123 0.414 1124 0.572 1125 NA 1126 NA 1127 NA 1128 0.477 1129 0.294 1130 0.473 1131 0.445 1132 0.375 1133 NA 1134 0.778 1135 0.328 1136 NA 1137 NA 1138 0.514 1139 0.582 1140 0.416 1141 0.398 1142 0.616 1143 NA 1144 0.654 1145 0.353 1146 0.570 1147 0.322 1148 0.457 1149 0.457 1150 0.328 1151 NA 1152 0.424 1153 NA 1154 0.378 1155 NA 1156 NA 1157 NA 1158 NA 1159 NA 1160 NA 1161 0.517 1162 0.720 1163 NA 1164 0.375 1165 NA 1166 0.645 1167 0.505 1168 0.343 1170 0.441 1171 0.357 1172 0.297 1173 0.696 1174 0.408 1175 NA 1177 NA 1178 0.598 1179 0.699 1180 0.487 1181 0.369 1182 0.343 1183 NA 1184 0.503 1185 0.581 1186 NA 1187 0.393 1188 0.798 1189 0.775 1190 NA 1191 0.433 1192 0.496 1193 0.466 1194 0.374 1195 0.509 1196 0.464 1197 NA 1198 0.329 1199 0.310 1200 0.347 1201 0.363 1202 0.357 1203 0.319 1204 0.402 1205 0.322 1206 NA 1207 0.665 1208 NA 1209 NA 1210 NA 1211 NA 1212 0.334 1213 NA 1214 0.308 1215 0.577 1216 0.524 1217 0.383 1218 0.385 1219 NA 1220 0.796 1221 0.685 1222 0.507 1223 0.589 1224 NA 1225 0.415 1226 NA 1227 NA 1228 0.345 1229 0.389 1230 0.579 1231 0.456 1232 NA 1233 0.572 1234 NA 1235 NA 1236 0.501 1237 NA 1238 NA 1239 0.605 1240 0.563 1241 0.775 1242 0.522 1243 0.391 1244 0.541 1245 NA 1246 NA 1247 0.625 1248 0.702 1249 0.510 1250 NA 1251 NA 1252 0.786 1253 NA 1254 0.438 1255 NA 1256 0.625 1258 0.561 1259 0.430 1260 0.773 1261 0.514 1262 0.374 1263 0.323 1264 NA 1265 0.703 1266 0.434 1267 NA 1268 0.316 1269 0.539 1270 NA 1271 0.431 1272 NA 1273 0.788 1274 NA 1275 0.785 1276 0.732 1277 NA 1278 0.304 1279 0.456 1280 0.738 1281 0.417 1282 NA 1283 0.396 1284 0.603 1285 0.450 1286 0.383 1287 0.755 1288 0.436 1289 0.568 1290 0.376 1291 0.448 1292 NA 1293 NA 1294 0.721 1295 NA 1296 0.668 1297 0.800 1298 NA 1299 NA 1300 0.614 1301 0.747 1302 0.297 1303 0.345 1304 0.512 1305 0.636 1306 NA 1307 NA 1308 NA 1309 0.472 1310 0.513 1311 NA 1312 0.486 1313 0.517 1314 0.472 1315 0.351 1316 0.769 1317 0.368 1318 0.593 1319 0.656 1320 0.530 1321 0.470 1322 0.656 1323 0.688 1324 0.414 1325 0.307 1326 NA 1327 NA 1328 NA 1329 NA 1330 NA 1331 0.542 1332 0.751 1333 0.667 1334 NA 1335 NA 1336 0.579 1337 0.409 1338 NA 1339 0.557 1340 0.629 1341 NA 1342 NA 1343 0.563 1344 NA 1345 0.410 1346 0.331 1347 0.291 1348 NA 1349 0.377 1350 0.390 1351 0.558 1352 NA 1353 0.627 1354 NA 1355 NA 1356 0.516 1357 NA 1358 0.318 1359 0.449 1360 NA 1361 NA 1362 NA 1363 0.299 1364 0.381 1365 0.445 1366 0.328 1367 NA 1368 0.367 1369 NA 1370 0.417 1371 0.349 1372 0.423 1373 NA 1374 NA 1375 NA 1376 0.408 1377 NA 1378 0.322 1379 0.755 1380 0.730 1381 0.376 1382 0.513 1383 0.690 1384 0.426 1385 0.481 1386 0.366 1387 0.611 1388 NA 1389 NA 1390 0.644 1391 0.455 1392 0.802 1393 0.364 1394 NA 1395 0.419 1396 0.578 1397 NA 1398 0.651 1399 NA 1400 0.541 1401 NA 1402 NA 1403 0.306 1404 0.319 1405 0.324 1406 0.589 1407 NA 1408 0.732 1409 NA 1410 NA 1411 0.364 1412 NA 1413 0.671 1414 0.715 1415 0.408 1416 0.445 1417 0.446 1418 0.340 1419 NA 1420 NA 1421 NA 1422 0.582 1423 0.604 1424 NA 1425 NA 1426 0.320 1427 0.316 1428 0.454 1429 NA 1430 NA 1431 0.559 1432 0.295 1433 0.682 1434 0.583 1435 0.341 1436 NA 1437 NA 1438 0.549 1439 0.645 1440 0.405 1441 0.451 1442 0.302 1443 NA 1444 0.443 1445 NA 1446 0.390 1447 0.590 1448 NA 1449 0.676 1450 NA 1451 0.632 1452 0.464 1453 0.349 1454 0.300 1455 0.498 1456 NA 1457 0.788 1458 0.507 1459 0.659 1460 0.382 1461 0.443 1462 NA 1463 NA 1464 0.334 1465 0.762 1466 0.444 1467 0.502 1468 0.342 1469 NA 1470 NA 1471 NA 1472 0.415 1473 NA 1474 0.340 1475 0.394 1476 0.367 1477 0.657 1478 0.498 1479 0.596 1480 0.350 1481 0.482 1482 NA 1483 NA 1484 0.510 1485 0.530 1486 0.734 1487 NA 1488 NA 1489 0.393 1490 0.358 1491 0.363 1492 0.465 1493 NA 1494 0.452 1495 0.665 1496 0.683 1497 NA 1498 0.487 1499 0.678 1500 NA > > ## Tobit-5: ML estimatiom > testTobit5Ml <- selection(ys~xs, list(yo1 ~ xo1, yo2 ~ xo2), method = "ml", + data = t5Dat ) > print( testTobit5Ml ) Call: selection(selection = ys ~ xs, outcome = list(yo1 ~ xo1, yo2 ~ xo2), data = t5Dat, method = "ml") Coefficients: S:(Intercept) S:xs O1:(Intercept) O1:xo1 sigma1 -0.01045 1.01595 -0.02694 0.99421 1.01208 rho1 O2:(Intercept) O2:xo2 sigma2 rho2 0.87183 -0.00607 1.01509 1.02363 0.46491 > print( summary( testTobit5Ml ) ) -------------------------------------------- Tobit 5 model (switching regression model) Maximum Likelihood estimation Newton-Raphson maximisation, 9 iterations Return code 8: successive function values within relative tolerance limit (reltol) Log-Likelihood: -2777 1483 observations: 472 selection 1 (FALSE) and 1011 selection 2 (TRUE) 10 free parameters (df = 1473) Probit selection equation: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.0104 0.0599 -0.17 0.86 xs 1.0160 0.1032 9.85 <2e-16 *** Outcome equation 1: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.0269 0.1136 -0.24 0.81 xo1 0.9942 0.1051 9.46 <2e-16 *** Outcome equation 2: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.00607 0.10333 -0.06 0.95 xo2 1.01509 0.10474 9.69 <2e-16 *** Error terms: Estimate Std. Error t value Pr(>|t|) sigma1 1.0121 0.0615 16.5 <2e-16 *** sigma2 1.0236 0.0455 22.5 <2e-16 *** rho1 0.8718 0.0334 26.1 <2e-16 *** rho2 0.4649 0.1501 3.1 0.002 ** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 -------------------------------------------- > print( coef( testTobit5Ml ) ) S:(Intercept) S:xs O1:(Intercept) O1:xo1 sigma1 -0.01045 1.01595 -0.02694 0.99421 1.01208 rho1 O2:(Intercept) O2:xo2 sigma2 rho2 0.87183 -0.00607 1.01509 1.02363 0.46491 > print( coef( testTobit5Ml, part = "outcome" ) ) (Intercept) xo1 (Intercept) xo2 -0.02694 0.99421 -0.00607 1.01509 > print( coef( summary( testTobit5Ml ) ) ) Estimate Std. Error t value Pr(>|t|) (Intercept) -0.01045 0.0599 -0.1744 8.62e-01 xs 1.01595 0.1032 9.8452 3.42e-22 (Intercept) -0.02694 0.1136 -0.2370 8.13e-01 xo1 0.99421 0.1051 9.4641 1.13e-20 sigma1 1.01208 0.0615 16.4619 5.05e-56 rho1 0.87183 0.0334 26.1103 7.98e-124 (Intercept) -0.00607 0.1033 -0.0588 9.53e-01 xo2 1.01509 0.1047 9.6919 1.42e-21 sigma2 1.02363 0.0455 22.5217 9.20e-97 rho2 0.46491 0.1501 3.0965 2.00e-03 > print( coef( summary( testTobit5Ml ), part = "outcome" ) ) Estimate Std. Error t value Pr(>|t|) (Intercept) -0.02694 0.114 -0.2370 8.13e-01 xo1 0.99421 0.105 9.4641 1.13e-20 (Intercept) -0.00607 0.103 -0.0588 9.53e-01 xo2 1.01509 0.105 9.6919 1.42e-21 > stdEr( testTobit5Ml ) (Intercept) xs (Intercept) xo1 sigma1 rho1 0.0599 0.1032 0.1136 0.1051 0.0615 0.0334 (Intercept) xo2 sigma2 rho2 0.1033 0.1047 0.0455 0.1501 > print( vcov( testTobit5Ml ) ) (Intercept) xs (Intercept) xo1 sigma1 rho1 (Intercept) 3.59e-03 -5.07e-03 2.80e-03 -2.48e-04 1.29e-03 5.77e-04 xs -5.07e-03 1.06e-02 -4.05e-03 5.62e-04 -2.41e-03 -1.22e-03 (Intercept) 2.80e-03 -4.05e-03 1.29e-02 -6.22e-03 5.47e-03 2.96e-03 xo1 -2.48e-04 5.62e-04 -6.22e-03 1.10e-02 -3.19e-04 -2.36e-04 sigma1 1.29e-03 -2.41e-03 5.47e-03 -3.19e-04 3.78e-03 1.71e-03 rho1 5.77e-04 -1.22e-03 2.96e-03 -2.36e-04 1.71e-03 1.11e-03 (Intercept) -7.72e-04 2.03e-03 -6.29e-04 1.10e-04 -4.36e-04 -2.33e-04 xo2 -1.17e-05 2.48e-05 -9.34e-06 1.31e-06 -5.59e-06 -2.84e-06 sigma2 4.65e-04 -9.62e-04 3.71e-04 -5.06e-05 2.19e-04 1.10e-04 rho2 1.81e-03 -3.45e-03 1.44e-03 -1.79e-04 8.01e-04 3.95e-04 (Intercept) xo2 sigma2 rho2 (Intercept) -0.000772 -1.17e-05 4.65e-04 0.001813 xs 0.002026 2.48e-05 -9.62e-04 -0.003450 (Intercept) -0.000629 -9.34e-06 3.71e-04 0.001438 xo1 0.000110 1.31e-06 -5.06e-05 -0.000179 sigma1 -0.000436 -5.59e-06 2.19e-04 0.000801 rho1 -0.000233 -2.84e-06 1.10e-04 0.000395 (Intercept) 0.010677 -4.94e-03 -3.39e-03 -0.012501 xo2 -0.004941 1.10e-02 -2.51e-04 -0.000938 sigma2 -0.003387 -2.51e-04 2.07e-03 0.005905 rho2 -0.012501 -9.38e-04 5.90e-03 0.022542 > print( vcov( testTobit5Ml, part = "outcome" ) ) (Intercept) xo1 (Intercept) xo2 (Intercept) 1.29e-02 -6.22e-03 -0.000629 -9.34e-06 xo1 -6.22e-03 1.10e-02 0.000110 1.31e-06 (Intercept) -6.29e-04 1.10e-04 0.010677 -4.94e-03 xo2 -9.34e-06 1.31e-06 -0.004941 1.10e-02 > nobs( testTobit5Ml ) [1] 1483 > nObs( testTobit5Ml ) [1] 1483 > print( fitted( testTobit5Ml, part = "outcome" ) ) [1] 0.265985 0.097241 0.129566 0.805340 0.558618 0.709976 0.488796 [8] 0.977663 0.397198 0.755702 0.708019 0.939849 0.286201 0.022253 [15] 0.920787 0.715769 0.200125 0.576211 0.337607 0.145486 0.894247 [22] 0.897067 0.079470 0.909160 0.294556 0.903271 0.611382 0.826755 [29] 0.913456 0.890878 0.280597 0.884575 0.327571 0.207187 0.958507 [36] 0.169780 0.851257 0.559283 0.523000 0.071183 0.679773 0.204936 [43] 0.043340 0.504859 0.453285 0.534136 0.088651 0.808798 0.069718 [50] 0.432636 0.803287 0.132900 0.604256 0.872315 0.243817 0.117280 [57] 0.495252 0.679257 0.636870 -0.006560 0.024978 0.463961 0.086167 [64] 0.318481 0.364042 0.715469 0.614876 0.519998 0.214497 0.268875 [71] 0.039753 0.898039 0.603554 0.266060 0.798243 0.441012 0.887888 [78] 0.942652 0.441117 0.791122 0.183629 0.227634 0.628115 0.048388 [85] 0.767164 0.300587 0.817642 0.888770 0.321022 0.784978 0.331043 [92] 0.418057 0.650312 0.128496 0.470733 0.975440 0.324353 0.240037 [99] 0.280075 0.817678 0.489692 0.913897 0.639703 0.732694 0.918802 [106] 0.357970 0.737110 0.982614 0.926875 0.955918 0.084248 0.741276 [113] 0.618816 0.841899 1.007626 0.874309 0.658030 0.378764 0.379844 [120] 0.602098 0.867905 0.337475 0.061746 0.088853 0.111485 0.764075 [127] 0.175660 0.598779 0.557021 0.908114 0.626701 0.602056 0.320098 [134] 0.756854 0.493665 0.280760 0.877277 0.359559 0.789017 0.666629 [141] 0.215383 0.057801 0.103922 0.377377 0.789067 0.386338 0.345835 [148] 0.550278 0.465915 0.900466 0.403644 0.630678 0.828051 0.244101 [155] 0.940944 0.116074 0.174191 0.629803 0.603766 0.017375 0.487962 [162] 0.718122 0.250935 0.464607 0.833289 0.351028 0.176025 0.862890 [169] 0.791150 0.214356 0.016635 0.485214 0.261449 0.249454 0.876641 [176] 0.202525 0.739437 0.868909 0.299785 0.234517 0.515225 0.207855 [183] 0.764294 0.351147 0.305305 0.565369 0.057830 0.869738 0.584745 [190] 0.767458 0.284405 0.799259 0.284912 0.169388 0.316136 0.136707 [197] 0.885916 0.525188 0.273995 0.610027 0.395109 0.956818 0.177657 [204] 0.550630 0.397250 0.087277 0.773449 0.415418 0.836776 0.292467 [211] 1.008868 0.244637 0.913978 0.142412 0.273122 0.366113 0.109132 [218] 0.644008 0.265120 0.954375 0.116905 0.547757 0.723877 0.721975 [225] 0.161464 0.244888 0.620843 0.385994 0.336554 0.456196 0.612471 [232] 0.303512 0.456307 0.202571 0.368996 0.227330 0.313546 0.889299 [239] 0.770574 0.636463 0.064194 0.522859 0.198578 0.016282 0.155962 [246] 0.546548 0.678105 0.207267 0.339434 0.920316 0.566645 0.372482 [253] 0.587446 0.964716 0.490346 0.997631 0.778494 0.739623 0.708150 [260] 0.538371 0.762397 0.246140 0.465571 0.097076 0.383834 0.800585 [267] 0.935074 0.492793 0.654772 0.725373 1.007326 0.355425 0.218258 [274] 0.035710 0.640221 0.580549 0.602906 0.853957 0.231164 0.052712 [281] 0.279222 0.226484 0.398092 0.006436 0.706194 0.060179 0.546507 [288] 0.025588 0.484185 0.946758 0.427088 0.498512 0.142212 0.421366 [295] 0.723668 0.605939 0.757017 0.335566 0.635161 -0.014067 0.787052 [302] 0.151022 0.055392 0.858712 0.740438 0.206989 0.045883 0.428973 [309] 0.802686 0.857015 0.108969 0.367047 0.589479 0.073563 0.834908 [316] 0.898350 0.427466 0.251365 0.259717 0.896029 0.878869 0.139692 [323] 0.551153 0.580872 0.797810 0.292887 0.331744 0.334479 0.016568 [330] 0.885057 0.469546 0.013422 0.356248 0.449798 0.800719 0.606889 [337] 0.070916 0.201164 0.683887 0.938332 0.489085 0.474333 0.666044 [344] 0.402490 0.110420 0.880165 0.890552 0.865874 0.686220 0.462258 [351] 0.538663 0.293275 0.867295 0.439732 0.666114 0.651624 0.633769 [358] 0.240839 0.205520 0.611411 -0.024198 0.268833 0.769813 0.432900 [365] 0.782745 0.322803 0.524730 0.083545 0.779901 0.870659 0.870547 [372] 0.348916 0.406584 0.892296 0.107101 0.479105 0.997240 0.899204 [379] 0.289727 0.248400 0.856062 0.505788 0.469255 0.235938 0.934576 [386] 0.525643 0.778049 0.068999 0.461565 0.994914 0.530219 0.998892 [393] 0.806756 0.544586 0.719434 0.493432 0.506883 0.559320 0.900988 [400] 0.296574 0.221669 0.635647 0.821970 0.545801 0.798651 0.942735 [407] 0.797555 0.505354 0.612062 0.228336 0.116081 0.569944 0.382455 [414] 0.293758 0.528729 0.827728 0.429568 1.006308 0.076227 0.220301 [421] 0.384321 0.148372 0.473716 0.075830 0.029631 0.090301 0.466265 [428] 0.803982 0.594307 0.619098 0.907027 0.369986 0.075894 0.420057 [435] 0.120069 0.710956 0.104105 0.046608 0.178027 0.198470 0.550571 [442] 0.190953 0.831573 0.648196 0.434421 0.253590 0.085842 0.541061 [449] 0.299231 0.117119 0.632020 0.756388 0.942506 0.145869 0.487258 [456] 0.541795 0.825752 0.755076 0.006661 0.490290 0.310563 0.841545 [463] 0.770458 0.711597 0.230871 0.557818 0.813919 0.744449 0.813482 [470] 0.899603 0.389066 0.719197 0.027935 0.084031 0.740743 0.335947 [477] 0.139662 0.462472 0.720589 0.263456 0.921456 0.223272 0.559329 [484] 0.105415 0.953037 0.299886 0.737834 0.345738 0.942883 0.036047 [491] 0.134640 0.088024 0.747949 0.725293 0.929561 0.383759 0.544591 [498] 0.995314 0.594553 0.914884 0.594989 0.341253 0.378491 0.153903 [505] 0.017582 0.556937 0.541093 0.571232 0.930359 0.388647 0.783077 [512] 0.048491 0.881212 0.193791 0.660475 0.200506 0.576810 0.464534 [519] 0.426439 0.289031 0.241079 0.382537 0.484537 0.098761 0.922542 [526] 0.860177 0.592426 0.752382 0.289208 0.143492 0.145359 0.207993 [533] 0.396725 -0.004951 0.431365 0.162106 0.715822 0.220366 0.527581 [540] 0.935307 0.864197 0.159629 0.582370 0.884696 0.053346 0.933566 [547] 0.397871 0.927934 0.979513 0.027303 0.115046 0.250417 0.479761 [554] 0.139980 0.880764 0.685735 0.743543 0.081016 0.265384 0.493844 [561] -0.020733 0.163214 0.445205 0.277598 0.036765 0.996026 0.456480 [568] 0.846633 0.243555 0.204637 0.836661 0.870619 0.093298 0.104832 [575] 0.857388 0.139977 0.875410 0.361353 0.611285 0.378084 0.446986 [582] 0.808960 0.219069 0.115406 0.732036 0.483854 0.335448 0.665791 [589] 0.732195 0.628378 0.918435 0.526395 0.457232 0.719483 0.638382 [596] 0.707319 0.304004 0.169788 0.994510 0.683339 0.865562 0.914072 [603] 0.201651 0.617101 0.768044 1.003767 0.797717 0.897075 0.610502 [610] 0.949858 -0.009165 0.038542 0.774948 0.052685 0.035514 0.045308 [617] 0.468157 0.474788 0.608748 0.626371 0.727867 0.106713 0.912654 [624] 0.104292 0.207698 0.626589 0.647299 0.451383 -0.019068 0.351801 [631] 0.872051 0.614070 0.014157 0.710570 0.285278 0.163578 0.880094 [638] 0.627615 0.049119 0.191548 0.467525 0.058207 0.922628 0.267720 [645] 0.655512 0.965391 0.666114 0.058067 0.309357 0.352846 0.297561 [652] 0.061285 0.243909 0.506906 0.188105 0.563328 0.388692 0.648032 [659] 0.304424 0.040036 0.954152 0.335481 0.072931 0.732888 0.810594 [666] 0.552798 0.669547 0.286225 0.699247 0.633543 0.768639 0.964451 [673] 0.422066 0.762230 0.299683 0.043131 0.480160 0.101920 0.460393 [680] 0.245297 0.265401 0.733327 0.727469 0.506178 0.322025 0.926116 [687] 0.586458 0.624756 0.115340 0.298555 0.724595 1.003853 0.125395 [694] 0.620746 0.810615 0.060640 0.680665 0.551852 0.797185 0.855376 [701] 0.622202 0.600264 0.738841 0.526678 0.240808 0.702202 0.645648 [708] 0.488015 0.127205 0.179373 0.327787 0.303141 0.204663 0.157399 [715] 0.211367 0.136316 0.979021 0.293542 0.663435 0.753417 0.694368 [722] 0.794453 0.315212 0.927132 0.927878 0.330420 0.070846 0.309262 [729] 0.481177 -0.016958 0.201725 0.259284 0.239108 0.727357 0.031255 [736] 0.502543 0.578064 0.461493 0.489136 0.334256 1.007774 0.073963 [743] 0.089718 0.038690 0.493065 0.675850 0.277394 0.561984 0.371633 [750] 0.093473 0.288335 0.957955 0.854514 0.326209 0.589244 0.583192 [757] 0.491459 -0.002580 0.331484 0.527599 0.070473 0.409431 -0.021005 [764] 0.775448 0.691903 0.560527 0.929296 0.852912 0.923155 0.179453 [771] 0.583532 0.424015 1.002209 0.135800 0.878058 0.273961 0.667402 [778] 0.429275 0.062191 0.320116 0.872884 0.598012 0.547594 0.319796 [785] 0.931956 0.766995 0.509845 0.878623 0.965932 0.177967 0.670611 [792] 0.671900 0.419775 0.080496 0.501032 0.562033 0.080572 0.706476 [799] 0.642142 0.371883 0.250746 0.140780 0.883532 0.841660 0.464787 [806] 0.569129 0.153564 0.945785 0.226557 0.817973 0.885325 0.070596 [813] 0.570781 0.724148 -0.015589 0.415928 0.176989 0.157803 0.167003 [820] 0.370687 0.361379 0.459990 0.477038 0.343591 0.235028 0.231486 [827] 0.169655 0.486699 0.866348 0.475272 0.264069 0.157771 0.400963 [834] 0.873591 -0.004010 0.246020 0.357427 0.691902 0.513334 0.918485 [841] 0.821880 0.433220 0.746743 0.505647 0.854990 0.194603 0.572958 [848] 0.066146 0.736260 0.940906 0.998360 0.922820 0.400154 0.949822 [855] 0.777854 0.977814 0.951575 0.682834 0.570225 0.065288 0.036830 [862] 0.420237 0.667059 0.514009 0.561473 0.237482 0.138573 0.798048 [869] 0.294116 0.083646 0.325683 0.777400 0.060956 0.190869 0.773890 [876] 1.007727 0.541690 0.842719 0.164939 0.897188 0.991423 0.513859 [883] 0.114533 0.992767 0.635406 0.276575 0.679078 0.621088 0.614146 [890] 0.213822 0.771316 0.875428 0.876434 0.572979 0.386717 0.868032 [897] 0.181561 0.306515 0.962064 0.831080 -0.002054 0.076372 0.286811 [904] 0.982239 0.248985 0.476643 0.237950 0.943806 0.922041 0.237467 [911] 0.660836 0.873616 0.239808 0.109505 0.702569 0.379500 0.518534 [918] 0.138329 0.747033 0.629571 0.430715 0.414663 0.070431 0.000504 [925] 0.744483 0.303455 0.939664 0.337191 0.938105 0.105797 0.124450 [932] 0.189193 0.069386 0.790508 0.642102 0.054297 0.460152 0.892676 [939] 0.950550 0.848285 0.112595 0.103418 1.004910 0.842037 0.919673 [946] 0.098861 0.532646 0.018673 0.382995 0.704271 0.263747 0.402516 [953] 0.842886 0.120509 0.602372 0.083029 0.748005 0.493918 0.089374 [960] 0.157151 0.649998 0.114853 0.422824 0.575196 0.900182 1.006460 [967] 0.599466 0.688476 0.546379 0.169993 0.544080 0.893902 0.065309 [974] 0.251880 0.157203 0.193729 0.022732 0.734353 0.575847 0.166647 [981] 0.079490 0.081795 0.510676 0.566197 0.798017 0.713629 0.705705 [988] 0.864430 0.818697 0.633630 0.352103 0.478992 0.547569 0.611255 [995] 0.036897 1.004300 0.777034 0.324411 0.184642 0.713096 0.631421 [1002] 0.688471 0.038360 0.460425 0.043350 0.077398 0.890298 0.327818 [1009] 0.809499 0.316139 0.390934 0.591096 0.345250 0.595608 0.126616 [1016] 0.720497 0.725494 0.055481 0.669564 0.255521 0.552757 0.618563 [1023] 0.299394 0.282683 0.760235 0.838339 0.124944 0.873801 0.066077 [1030] 0.876351 0.066822 0.152127 0.168964 0.269817 0.963439 0.310088 [1037] 0.397696 0.777217 0.898070 0.958359 0.935848 0.003967 0.669605 [1044] 0.398191 0.974048 0.322216 0.840636 0.288455 0.935218 -0.003966 [1051] 0.026126 0.662189 0.914616 0.700544 0.505305 0.594258 0.140797 [1058] 0.746767 0.896162 0.424353 0.764926 1.004951 0.079728 0.689350 [1065] 0.778994 0.719255 0.048350 0.296553 0.501892 0.646850 0.018281 [1072] 0.887897 0.087975 0.358550 0.250171 0.252878 0.458826 0.651202 [1079] 0.067448 0.203056 0.472573 0.046277 0.158315 0.762646 0.187385 [1086] 0.513586 0.417787 0.231361 0.239791 0.003685 0.234335 0.065553 [1093] 0.583587 0.111002 0.301488 0.054825 0.192252 0.599567 0.845675 [1100] 0.507652 0.017597 0.918086 0.381879 0.632150 0.494938 0.440306 [1107] 0.137327 0.210598 0.601601 0.667131 0.196709 0.833954 0.917005 [1114] 0.408020 0.146823 0.864789 0.698971 0.729356 0.787736 0.411049 [1121] 0.516948 0.897432 0.486044 0.417253 0.767039 0.583114 0.532532 [1128] 0.882198 0.739149 0.929132 0.494270 0.106905 0.614271 0.318841 [1135] 0.730650 0.118045 -0.010007 0.505164 0.405337 0.958941 0.334425 [1142] 0.130204 0.564806 0.830651 0.666333 0.056167 0.250458 0.303679 [1149] 0.164836 0.706179 0.470624 0.963270 0.365674 0.407197 0.368330 [1156] 0.736812 0.010133 0.896433 0.496723 0.300434 0.397582 0.087375 [1163] 0.275676 0.610619 0.205398 0.494401 0.516849 0.682295 0.017059 [1170] 0.773438 0.339294 0.767907 0.391167 0.309624 0.018354 0.273707 [1177] 0.374418 0.271794 0.650229 0.926527 0.225005 0.348132 0.671822 [1184] 0.438006 0.385517 0.670568 0.834496 0.616294 0.162968 0.003365 [1191] 0.094604 0.536357 0.195363 0.487968 0.208319 0.972011 0.933723 [1198] 0.410238 0.275610 0.700148 0.710682 0.512915 0.383495 0.694851 [1205] 0.877442 0.993035 0.998521 0.768989 0.748032 0.490099 0.199250 [1212] 1.008832 0.111744 0.803080 0.574634 0.870133 0.716275 0.963567 [1219] -0.001597 0.232019 0.532416 0.416612 0.566841 1.004747 0.285979 [1226] 0.075939 0.691579 0.642481 0.347721 0.085567 0.876769 0.474605 [1233] 0.416401 0.720688 0.849997 0.538309 0.452514 0.304952 0.082380 [1240] 0.240284 0.196256 0.497217 0.772392 0.444979 0.556769 0.042081 [1247] 0.130177 0.568355 0.903360 0.329086 0.893585 0.866374 0.437692 [1254] 0.573178 0.583827 0.698230 0.061952 0.143703 0.687411 0.147947 [1261] 0.002829 0.530813 0.448852 0.987625 0.749549 0.989945 0.375333 [1268] 0.326840 0.844809 0.743135 0.510095 0.524442 0.655764 0.678115 [1275] 0.572518 0.654203 0.974669 0.314256 0.234644 0.819817 0.903569 [1282] -0.022372 0.815890 0.385257 0.428098 0.929055 0.406589 0.400558 [1289] 0.486457 -0.026326 0.866703 0.623844 0.639550 0.329748 0.171545 [1296] 0.876811 0.952601 0.681199 0.941782 0.199076 0.227996 0.666913 [1303] 0.471478 0.257749 0.704067 0.501112 0.814363 0.209751 0.263434 [1310] 0.746019 0.713537 0.467368 0.964454 0.487148 0.805491 0.439649 [1317] 0.756753 0.894106 0.620518 0.505281 0.026580 0.610887 -0.000387 [1324] 0.854462 0.542337 0.855278 0.432763 0.312723 0.917988 0.226619 [1331] 0.343996 0.852892 0.619760 0.537656 0.557131 0.952137 0.209197 [1338] 0.124187 0.262943 0.389145 0.412086 0.442387 0.120585 0.702281 [1345] 0.112270 0.941210 0.648357 0.085456 0.527230 0.730265 0.874820 [1352] 0.723062 0.036005 0.740082 0.225379 0.574561 0.702750 0.774488 [1359] 0.986347 0.796284 0.672955 0.791625 0.389000 0.037320 0.095533 [1366] 0.991429 0.776286 0.207283 0.922080 0.598844 0.928946 0.747104 [1373] 0.327891 0.692605 0.984734 0.624704 0.644432 0.970187 0.506196 [1380] 0.773454 0.764170 0.825933 0.964002 0.034787 0.605622 0.601766 [1387] 0.689252 0.235847 0.678518 0.674380 0.820632 0.094752 0.475745 [1394] 0.480862 0.153950 0.835796 0.515199 0.880849 0.807179 0.015237 [1401] 0.088247 0.344177 0.246802 0.681833 0.179393 0.344097 0.777085 [1408] 0.753723 0.242732 0.775756 0.222899 0.564935 0.873257 0.882064 [1415] 0.167807 0.206871 0.524661 0.387552 0.109888 0.890967 0.028183 [1422] 0.698157 0.101920 0.345389 0.290301 0.142547 0.162081 0.214246 [1429] 0.227713 0.835228 0.343033 0.499319 0.808623 0.620341 0.903482 [1436] 0.440859 0.013063 0.254980 0.875585 0.514340 0.859835 0.865015 [1443] 0.107662 0.388379 0.061777 0.657971 0.015443 0.347851 0.123702 [1450] 0.777580 0.335825 0.029108 0.784957 0.456756 0.249840 0.783086 [1457] 0.129468 0.355812 0.219015 0.237250 0.919350 0.261438 0.844247 [1464] 0.996692 0.366294 0.282429 0.100248 0.106366 0.339351 0.379351 [1471] 0.242878 0.139394 0.539183 0.025431 0.232493 0.341113 0.938438 [1478] 0.783587 0.426958 0.401707 0.442187 0.823887 0.307978 > print( fitted( testTobit5Ml, part = "selection" ) ) 1 2 3 4 5 6 7 8 9 10 11 12 13 0.828 0.842 0.589 0.553 0.523 0.769 0.610 0.764 0.503 0.566 0.759 0.771 0.829 14 16 17 18 19 20 21 23 24 25 26 27 28 0.765 0.612 0.835 0.536 0.625 0.552 0.773 0.536 0.800 0.633 0.568 0.673 0.668 29 30 31 32 33 34 35 36 37 38 39 40 41 0.564 0.785 0.746 0.790 0.675 0.732 0.647 0.813 0.733 0.832 0.726 0.704 0.715 42 43 44 45 46 47 48 49 50 51 52 53 54 0.825 0.553 0.668 0.705 0.704 0.541 0.691 0.748 0.665 0.501 0.708 0.842 0.507 55 56 57 58 59 60 61 62 63 64 65 66 67 0.727 0.563 0.522 0.642 0.690 0.499 0.499 0.671 0.731 0.836 0.501 0.742 0.630 68 69 70 71 72 73 74 75 76 78 79 80 81 0.656 0.673 0.791 0.636 0.804 0.577 0.782 0.775 0.509 0.546 0.517 0.691 0.678 82 83 84 85 86 87 88 89 90 91 92 93 94 0.746 0.546 0.560 0.589 0.819 0.791 0.686 0.516 0.677 0.769 0.781 0.601 0.782 95 96 97 98 99 100 101 102 103 105 106 107 108 0.702 0.792 0.822 0.534 0.708 0.508 0.584 0.642 0.794 0.599 0.769 0.822 0.759 109 110 111 112 113 114 115 116 117 118 119 120 121 0.811 0.749 0.748 0.722 0.730 0.800 0.651 0.787 0.510 0.735 0.818 0.615 0.702 122 123 124 125 126 127 128 129 130 131 132 133 134 0.766 0.585 0.613 0.620 0.675 0.561 0.834 0.695 0.766 0.581 0.812 0.497 0.709 135 136 137 138 139 140 141 142 143 144 145 146 147 0.666 0.609 0.510 0.802 0.658 0.752 0.570 0.600 0.767 0.722 0.691 0.805 0.823 148 149 150 151 152 153 154 155 156 157 158 159 160 0.745 0.674 0.761 0.512 0.806 0.690 0.533 0.803 0.755 0.668 0.723 0.760 0.500 161 162 163 164 165 166 167 168 169 170 171 172 173 0.684 0.674 0.733 0.616 0.753 0.825 0.647 0.682 0.574 0.721 0.519 0.812 0.597 174 175 176 177 178 179 180 181 182 183 184 185 186 0.650 0.762 0.815 0.835 0.605 0.709 0.519 0.522 0.774 0.768 0.518 0.546 0.577 187 188 189 190 191 192 193 194 195 196 197 198 199 0.668 0.842 0.744 0.609 0.758 0.817 0.718 0.783 0.644 0.736 0.583 0.798 0.799 200 201 202 203 204 205 206 207 208 209 210 211 212 0.627 0.602 0.707 0.527 0.550 0.708 0.835 0.609 0.629 0.705 0.669 0.809 0.709 213 214 215 216 217 218 219 220 221 222 223 224 225 0.702 0.813 0.711 0.523 0.600 0.709 0.788 0.554 0.686 0.761 0.829 0.797 0.648 226 227 228 230 231 232 233 234 235 236 237 238 239 0.625 0.819 0.519 0.818 0.576 0.799 0.735 0.718 0.525 0.609 0.814 0.561 0.666 240 241 242 243 244 245 246 247 248 249 250 251 252 0.776 0.643 0.568 0.751 0.633 0.629 0.829 0.762 0.695 0.749 0.639 0.766 0.558 253 254 255 256 257 258 259 260 261 262 263 264 265 0.775 0.530 0.562 0.838 0.826 0.523 0.702 0.518 0.646 0.563 0.711 0.772 0.520 266 267 268 269 270 271 272 273 274 275 276 277 278 0.666 0.655 0.804 0.616 0.824 0.841 0.726 0.832 0.737 0.743 0.836 0.633 0.775 279 280 281 282 283 284 285 286 287 288 289 290 291 0.782 0.610 0.671 0.712 0.737 0.762 0.539 0.642 0.841 0.666 0.825 0.526 0.718 292 293 294 295 296 297 298 299 300 301 302 303 304 0.760 0.685 0.544 0.573 0.512 0.688 0.631 0.670 0.769 0.697 0.647 0.753 0.718 305 306 307 308 309 310 311 312 313 314 315 316 317 0.758 0.555 0.837 0.632 0.740 0.539 0.729 0.568 0.631 0.692 0.717 0.827 0.562 318 319 320 321 322 323 324 325 326 327 328 329 330 0.715 0.607 0.721 0.795 0.686 0.619 0.519 0.699 0.684 0.638 0.607 0.707 0.820 331 332 333 334 335 336 337 338 339 340 341 342 343 0.599 0.503 0.797 0.516 0.724 0.838 0.715 0.767 0.557 0.623 0.758 0.805 0.646 344 345 346 347 348 349 350 351 352 353 354 355 356 0.606 0.840 0.550 0.837 0.740 0.726 0.561 0.554 0.778 0.783 0.583 0.763 0.613 357 358 359 360 361 362 363 364 365 366 367 368 369 0.604 0.818 0.826 0.674 0.627 0.653 0.564 0.580 0.797 0.634 0.725 0.673 0.534 370 371 372 373 374 375 376 377 378 379 380 381 382 0.816 0.601 0.762 0.596 0.816 0.566 0.679 0.787 0.632 0.683 0.600 0.839 0.668 383 384 385 386 387 388 389 390 391 392 393 394 395 0.768 0.752 0.819 0.777 0.804 0.598 0.674 0.784 0.723 0.840 0.824 0.813 0.715 396 397 398 399 400 401 402 403 404 405 406 407 408 0.822 0.612 0.599 0.765 0.562 0.684 0.838 0.763 0.727 0.776 0.513 0.815 0.779 409 410 411 412 413 414 415 416 417 418 419 420 421 0.681 0.816 0.657 0.779 0.828 0.778 0.742 0.823 0.604 0.833 0.669 0.601 0.640 422 423 424 425 426 427 428 429 430 431 432 433 434 0.818 0.614 0.582 0.517 0.827 0.801 0.730 0.515 0.604 0.777 0.822 0.513 0.733 435 436 437 438 439 440 441 442 443 444 445 446 447 0.506 0.842 0.568 0.744 0.746 0.795 0.811 0.529 0.798 0.660 0.523 0.538 0.768 448 449 450 451 452 453 454 455 456 457 458 459 460 0.723 0.703 0.515 0.731 0.770 0.543 0.641 0.550 0.615 0.819 0.542 0.713 0.499 461 462 463 464 465 466 467 468 469 470 471 472 473 0.785 0.791 0.694 0.683 0.655 0.706 0.499 0.566 0.816 0.698 0.836 0.790 0.830 474 475 476 477 478 479 480 481 482 483 484 485 486 0.610 0.732 0.787 0.826 0.700 0.798 0.789 0.745 0.842 0.802 0.812 0.684 0.534 487 488 489 490 491 492 493 494 495 496 497 498 499 0.507 0.500 0.796 0.513 0.796 0.533 0.807 0.505 0.516 0.830 0.588 0.734 0.669 500 501 502 503 504 505 506 507 508 509 510 511 512 0.725 0.835 0.841 0.605 0.611 0.576 0.575 0.840 0.832 0.693 0.591 0.697 0.718 513 514 515 516 517 518 519 520 521 522 523 524 525 0.584 0.585 0.796 0.640 0.823 0.624 0.544 0.581 0.711 0.655 0.786 0.680 0.810 526 527 528 529 530 531 532 533 534 535 536 537 538 0.567 0.618 0.652 0.498 0.817 0.663 0.504 0.736 0.598 0.786 0.542 0.524 0.577 539 540 541 542 543 544 545 546 547 548 549 550 551 0.613 0.651 0.637 0.497 0.617 0.702 0.807 0.600 0.534 0.530 0.599 0.531 0.543 552 553 554 555 556 557 558 559 560 561 562 563 564 0.571 0.524 0.631 0.806 0.783 0.607 0.766 0.737 0.559 0.558 0.560 0.816 0.612 565 566 567 568 569 570 571 572 574 575 576 577 579 0.503 0.516 0.723 0.593 0.617 0.787 0.774 0.722 0.735 0.807 0.725 0.576 0.549 580 581 582 583 584 585 586 587 588 589 590 591 592 0.569 0.786 0.591 0.806 0.661 0.743 0.719 0.625 0.666 0.661 0.699 0.666 0.570 593 594 595 596 598 600 601 602 603 604 605 606 607 0.524 0.834 0.706 0.773 0.752 0.610 0.547 0.756 0.812 0.835 0.623 0.514 0.830 608 609 610 611 612 613 614 615 616 617 618 619 620 0.654 0.643 0.625 0.712 0.533 0.781 0.659 0.796 0.641 0.812 0.594 0.724 0.641 621 622 623 624 625 626 627 628 629 630 631 632 633 0.772 0.500 0.824 0.809 0.738 0.614 0.826 0.746 0.732 0.712 0.567 0.698 0.762 634 635 636 638 639 640 641 642 643 644 645 646 647 0.824 0.523 0.591 0.628 0.542 0.827 0.643 0.760 0.774 0.655 0.587 0.605 0.525 648 649 650 651 652 653 654 655 656 657 658 659 660 0.820 0.676 0.726 0.606 0.836 0.810 0.774 0.551 0.744 0.528 0.602 0.586 0.690 661 662 663 664 665 666 667 668 669 670 671 672 673 0.823 0.789 0.791 0.747 0.588 0.610 0.521 0.830 0.742 0.731 0.525 0.689 0.669 674 675 676 677 678 679 680 681 682 683 684 685 686 0.501 0.596 0.565 0.633 0.675 0.744 0.831 0.767 0.595 0.730 0.548 0.517 0.714 687 688 689 690 691 692 693 694 695 696 697 698 699 0.771 0.774 0.636 0.547 0.808 0.524 0.742 0.594 0.627 0.606 0.838 0.821 0.750 700 701 702 703 704 705 706 707 708 709 710 711 712 0.626 0.556 0.718 0.682 0.833 0.559 0.497 0.531 0.592 0.722 0.667 0.725 0.778 713 714 715 716 717 718 719 720 721 722 723 724 725 0.786 0.680 0.826 0.741 0.747 0.604 0.692 0.738 0.703 0.791 0.791 0.690 0.563 726 727 728 729 730 731 732 733 734 735 736 737 738 0.707 0.570 0.802 0.558 0.758 0.795 0.649 0.775 0.789 0.517 0.814 0.778 0.632 739 740 741 742 743 744 745 746 747 748 749 750 751 0.546 0.566 0.714 0.634 0.804 0.578 0.583 0.722 0.763 0.631 0.645 0.594 0.814 752 753 754 755 756 757 758 759 760 761 762 763 764 0.541 0.771 0.514 0.765 0.807 0.512 0.765 0.626 0.767 0.509 0.643 0.660 0.545 765 766 767 768 769 770 771 772 773 774 775 776 777 0.657 0.663 0.638 0.798 0.641 0.613 0.644 0.764 0.537 0.756 0.591 0.783 0.609 778 779 780 781 782 783 784 785 786 787 788 789 790 0.760 0.732 0.706 0.824 0.702 0.605 0.819 0.504 0.783 0.641 0.619 0.561 0.567 791 792 793 794 795 796 797 798 799 800 801 802 803 0.756 0.733 0.679 0.809 0.756 0.693 0.821 0.792 0.656 0.787 0.503 0.708 0.598 804 805 806 807 808 809 810 811 812 813 814 815 816 0.598 0.734 0.533 0.676 0.821 0.685 0.650 0.565 0.751 0.613 0.527 0.764 0.550 817 818 819 820 821 822 823 824 825 826 827 828 829 0.841 0.536 0.800 0.708 0.839 0.759 0.609 0.598 0.567 0.497 0.674 0.841 0.794 831 832 834 835 836 837 838 839 840 841 842 843 844 0.817 0.797 0.681 0.605 0.630 0.519 0.579 0.809 0.828 0.833 0.546 0.812 0.714 845 846 847 848 849 850 851 852 853 854 855 856 857 0.702 0.725 0.519 0.557 0.624 0.731 0.528 0.832 0.825 0.830 0.539 0.711 0.772 858 859 860 861 862 863 864 865 866 867 868 869 870 0.632 0.643 0.746 0.527 0.572 0.657 0.581 0.838 0.675 0.832 0.507 0.512 0.696 871 872 873 874 875 876 877 878 879 880 881 882 883 0.537 0.778 0.561 0.564 0.805 0.520 0.627 0.795 0.671 0.832 0.780 0.597 0.584 884 885 886 887 888 889 890 891 892 893 894 895 896 0.837 0.741 0.741 0.738 0.535 0.676 0.834 0.823 0.577 0.618 0.531 0.687 0.650 897 898 899 900 901 902 903 904 905 906 907 908 909 0.568 0.587 0.632 0.547 0.522 0.607 0.726 0.605 0.828 0.789 0.532 0.651 0.566 910 911 912 913 914 915 916 917 918 919 920 921 922 0.675 0.684 0.554 0.510 0.577 0.602 0.772 0.636 0.811 0.551 0.715 0.658 0.587 923 924 925 926 927 928 929 930 931 932 933 934 935 0.788 0.653 0.723 0.819 0.648 0.643 0.644 0.569 0.513 0.601 0.618 0.568 0.711 936 937 938 939 940 941 942 943 944 945 946 947 948 0.643 0.740 0.823 0.600 0.592 0.803 0.758 0.813 0.580 0.701 0.588 0.537 0.537 949 950 951 952 953 954 955 956 957 958 959 960 961 0.556 0.543 0.734 0.696 0.749 0.806 0.738 0.715 0.816 0.606 0.687 0.829 0.553 962 963 964 965 966 967 968 969 970 971 972 973 974 0.566 0.813 0.693 0.573 0.712 0.707 0.815 0.760 0.712 0.672 0.539 0.745 0.564 975 976 977 978 979 980 981 982 983 984 985 986 987 0.686 0.564 0.548 0.660 0.599 0.756 0.596 0.832 0.778 0.801 0.810 0.500 0.510 988 989 990 991 992 993 994 995 996 997 998 999 1000 0.610 0.528 0.835 0.713 0.839 0.799 0.812 0.594 0.768 0.690 0.692 0.715 0.743 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 0.522 0.751 0.769 0.541 0.515 0.549 0.812 0.800 0.808 0.509 0.540 0.708 0.540 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 0.765 0.766 0.786 0.731 0.692 0.675 0.510 0.580 0.632 0.707 0.780 0.665 0.754 1027 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 0.698 0.788 0.818 0.666 0.628 0.822 0.580 0.793 0.616 0.716 0.649 0.608 0.600 1040 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 0.833 0.737 0.529 0.824 0.815 0.820 0.764 0.753 0.710 0.655 0.807 0.526 0.609 1053 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 0.562 0.543 0.563 0.682 0.498 0.836 0.542 0.529 0.625 0.544 0.839 0.655 0.593 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 0.637 0.558 0.611 0.599 0.560 0.508 0.792 0.718 0.718 0.759 0.522 0.691 0.648 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 0.706 0.740 0.786 0.802 0.525 0.806 0.832 0.824 0.518 0.595 0.686 0.536 0.574 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 1106 0.582 0.579 0.507 0.590 0.539 0.607 0.757 0.603 0.746 0.581 0.498 0.537 0.611 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 1119 0.670 0.756 0.504 0.832 0.790 0.820 0.619 0.625 0.552 0.832 0.589 0.505 0.517 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 0.826 0.512 0.791 0.757 0.649 0.650 0.838 0.583 0.714 0.838 0.717 0.736 0.784 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 0.805 0.513 0.816 0.572 0.649 0.689 0.643 0.756 0.769 0.619 0.836 0.594 0.799 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 0.650 0.819 0.728 0.728 0.815 0.837 0.751 0.533 0.782 0.697 0.743 0.631 0.613 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1170 1171 1172 0.784 0.623 0.687 0.550 0.743 0.784 0.823 0.600 0.695 0.806 0.739 0.796 0.836 1173 1174 1175 1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 0.566 0.761 0.541 0.610 0.632 0.564 0.707 0.788 0.806 0.628 0.696 0.643 0.668 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 0.772 0.500 0.515 0.643 0.745 0.701 0.722 0.785 0.692 0.723 0.809 0.815 0.827 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 0.803 0.792 0.796 0.821 0.766 0.820 0.785 0.586 0.506 0.647 0.822 0.801 0.811 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 0.763 0.829 0.646 0.682 0.778 0.778 0.606 0.501 0.573 0.694 0.638 0.522 0.757 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 1238 0.820 0.672 0.805 0.774 0.644 0.729 0.787 0.649 0.546 0.603 0.698 0.722 0.813 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 0.627 0.656 0.515 0.684 0.773 0.670 0.679 0.768 0.613 0.562 0.692 0.573 0.624 1252 1253 1254 1255 1256 1258 1259 1260 1261 1262 1263 1264 1265 0.508 0.809 0.741 0.623 0.613 0.657 0.747 0.516 0.689 0.784 0.819 0.504 0.562 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 1277 1278 0.744 0.814 0.824 0.672 0.512 0.746 0.566 0.507 0.734 0.509 0.542 0.831 0.832 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 0.729 0.538 0.756 0.815 0.770 0.628 0.733 0.778 0.527 0.742 0.652 0.783 0.734 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 0.502 0.821 0.550 0.528 0.584 0.499 0.795 0.542 0.621 0.533 0.836 0.804 0.690 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1316 1317 0.606 0.613 0.518 0.835 0.718 0.690 0.753 0.708 0.687 0.718 0.800 0.519 0.789 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 0.635 0.592 0.678 0.719 0.592 0.571 0.757 0.829 0.673 0.595 0.575 0.795 0.762 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 0.669 0.530 0.585 0.571 0.685 0.644 0.761 0.701 0.659 0.610 0.719 0.512 0.656 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 0.674 0.760 0.813 0.840 0.496 0.783 0.774 0.659 0.804 0.612 0.720 0.817 0.688 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 0.766 0.822 0.734 0.697 0.611 0.497 0.835 0.780 0.737 0.815 0.614 0.790 0.553 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 1382 0.756 0.802 0.751 0.761 0.741 0.834 0.762 0.809 0.819 0.528 0.544 0.783 0.690 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 1394 1395 0.570 0.749 0.712 0.790 0.622 0.533 0.678 0.600 0.729 0.497 0.792 0.726 0.754 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 0.645 0.641 0.596 0.607 0.670 0.751 0.814 0.830 0.822 0.818 0.637 0.715 0.543 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 1420 1421 0.593 0.554 0.791 0.791 0.582 0.553 0.761 0.736 0.735 0.807 0.579 0.767 0.552 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 0.642 0.627 0.697 0.664 0.821 0.824 0.730 0.707 0.523 0.658 0.837 0.575 0.642 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 0.807 0.577 0.716 0.665 0.600 0.764 0.732 0.833 0.567 0.738 0.627 0.774 0.637 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 1460 0.506 0.579 0.662 0.609 0.723 0.802 0.834 0.700 0.632 0.507 0.694 0.591 0.780 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 0.738 0.704 0.749 0.812 0.523 0.737 0.697 0.806 0.598 0.554 0.640 0.757 0.574 1474 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 0.807 0.771 0.789 0.592 0.700 0.633 0.801 0.711 0.805 0.839 0.692 0.678 0.541 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 0.525 0.840 0.772 0.796 0.792 0.722 0.798 0.732 0.586 0.575 0.604 0.707 0.578 1500 0.673 > print( residuals( testTobit5Ml, part = "outcome" ) ) 1 2 3 4 5 6 7 8 -0.85426 -0.35224 0.85148 0.72899 -1.76190 0.86675 1.19346 -1.69624 9 10 11 12 13 14 16 17 -0.03817 -0.99055 0.60104 -1.22878 0.93743 -0.12630 0.67534 0.59704 18 19 20 21 23 24 25 26 -0.33059 0.50326 -0.08290 1.11902 0.33830 -0.10362 -1.31455 -0.07450 27 28 29 30 31 32 33 34 -0.68457 -1.12743 1.20706 0.28872 1.31593 1.10806 -1.43858 -0.70094 35 36 37 38 39 40 41 42 -0.49616 1.41333 -0.04858 -0.29099 -0.45995 -0.08362 0.07839 0.60870 43 44 45 46 47 48 49 50 -0.23123 -0.59683 -0.03343 -1.15157 -0.89562 -0.67562 -0.55820 -1.46851 51 52 53 54 55 56 57 58 -0.20863 -1.95783 -1.28110 0.27468 -0.11975 -0.97451 2.19649 0.08316 59 60 61 62 63 64 65 66 0.66048 1.83543 0.25953 -0.34793 -0.32334 0.14059 -0.01866 -0.75014 67 68 69 70 71 72 73 74 0.35819 0.47421 1.07301 0.58082 -0.28550 1.43444 -0.96335 -1.39413 75 76 78 79 80 81 82 83 -0.89794 -1.23737 -1.80510 0.48535 0.06309 0.63723 -1.72022 -0.50190 84 85 86 87 88 89 90 91 0.62762 0.57029 0.07831 0.85066 0.63975 0.02607 -1.11329 -0.74532 92 93 94 95 96 97 98 99 1.63442 -0.91586 -0.08393 -0.47976 -0.75430 0.01115 -1.19352 1.10279 100 101 102 103 105 106 107 108 -0.10918 1.73096 1.81399 -0.78867 -0.74428 -0.04531 1.10498 -1.22695 109 110 111 112 113 114 115 116 -0.11285 0.42551 -1.51204 0.85573 -0.14779 -0.90049 -0.72569 -0.20495 117 118 119 120 121 122 123 124 2.07653 0.05618 -0.62436 -1.65776 -0.41394 0.44025 -0.23925 -0.90379 125 126 127 128 129 130 131 132 -0.77789 -0.10077 1.18946 0.11787 -1.77751 -1.56600 1.46664 -0.83964 133 134 135 136 137 138 139 140 -0.34179 2.24854 -0.71343 -0.54312 -0.27333 -0.27856 1.00047 1.14687 141 142 143 144 145 146 147 148 0.01631 0.04822 -1.62145 -1.82266 -0.60802 0.19542 -0.34762 1.14881 149 150 151 152 153 154 155 156 -2.68910 -2.21349 -0.68504 -1.92868 -1.69473 2.00079 0.42295 0.44021 157 158 159 160 161 162 163 164 -0.16464 -0.76436 0.22802 0.36470 -1.23140 2.88737 -1.46211 1.94001 165 166 167 168 169 170 171 172 3.42585 -0.60299 -0.10448 -1.07770 -0.64147 -0.76361 -2.30122 0.10472 173 174 175 176 177 178 179 180 -0.32677 0.30308 -0.15653 -0.61409 -0.93888 -0.16520 0.38622 0.14261 181 182 183 184 185 186 187 188 0.25090 0.31048 -0.52166 0.01146 -0.42108 -2.01043 -0.98530 -0.35487 189 190 191 192 193 194 195 196 -0.03954 0.63167 0.80376 1.06640 -1.15101 -1.63282 1.25385 0.56805 197 198 199 200 201 202 203 204 -0.41478 -0.59882 -0.66453 -0.54099 0.84782 -0.99820 -0.34925 0.39986 205 206 207 208 209 210 211 212 2.03356 -1.85832 -0.37207 1.80252 0.49429 1.14197 -1.21998 -1.43487 213 214 215 216 217 218 219 220 -0.64408 -0.89857 -0.08838 -0.62801 -0.32288 -0.98025 -2.22202 0.45430 221 222 223 224 225 226 227 228 -0.44221 -1.99353 -0.00259 1.20744 -1.25940 -1.76784 0.76347 -0.36686 230 231 232 233 234 235 236 237 -0.33753 -1.67764 0.11313 -0.56554 1.58716 -0.34762 -2.01225 2.24313 238 239 240 241 242 243 244 245 -0.95716 -2.18348 1.39680 1.51326 -0.78146 0.09667 -0.27932 -1.18985 246 247 248 249 250 251 252 253 -0.00792 -1.72700 0.74923 -1.26433 2.01548 -1.75633 -1.25217 1.45920 254 255 256 257 258 259 260 261 -0.14388 -0.67474 1.72069 -0.60673 0.33335 0.71908 0.96997 -0.62334 262 263 264 265 266 267 268 269 -0.92548 0.67629 1.10915 0.05893 -0.85363 -0.66417 -0.10302 -0.54507 270 271 272 273 274 275 276 277 -1.21228 0.89816 -0.83677 -1.88869 0.94606 0.24915 1.86551 -0.86314 278 279 280 281 282 283 284 285 0.12177 2.47504 -0.93892 2.67335 -0.03684 -1.56806 0.81979 -2.51442 286 287 288 289 290 291 292 293 -1.34724 0.58089 -0.31868 0.42381 -0.68545 -0.12723 -0.05939 0.60181 294 295 296 297 298 299 300 301 -0.73929 1.06622 1.61943 -0.13506 -0.27221 -0.74544 -0.85009 -0.52654 302 303 304 305 306 307 308 309 -0.30854 0.87100 -0.50466 -0.09695 -0.26605 1.25555 -0.49495 -1.13007 310 311 312 313 314 315 316 317 0.54550 0.26501 0.05879 -1.14282 -0.28834 -0.64239 2.66201 1.15608 318 319 320 321 322 323 324 325 0.32446 0.93052 -2.15753 -1.10723 -1.07095 0.36278 0.88650 -1.88404 326 327 328 329 330 331 332 333 -0.00845 0.86190 0.57626 -0.63762 0.84283 -0.61459 -0.04870 -1.18414 334 335 336 337 338 339 340 341 1.23213 -0.22350 -0.70982 0.04291 -1.80886 -0.53481 -0.96106 0.88814 342 343 344 345 346 347 348 349 -0.93284 -0.25286 -0.42423 0.59121 0.83884 0.76900 -1.09553 1.33014 350 351 352 353 354 355 356 357 0.31440 -0.88247 0.46520 1.66109 -1.66331 -1.31753 -1.65000 -0.01245 358 359 360 361 362 363 364 365 0.03315 -1.43429 -0.48169 0.47896 -0.53602 0.76407 1.20990 -0.19065 366 367 368 369 370 371 372 373 0.63357 0.18443 -0.04022 -0.78055 0.30384 0.53101 0.34243 -0.78431 374 375 376 377 378 379 380 381 -1.01868 -0.43069 -1.49133 1.16943 -1.56807 -0.76645 -0.33317 -0.97720 382 383 384 385 386 387 388 389 0.00292 -0.51541 -1.81942 -0.39664 -0.53733 -0.85054 0.02774 -2.43430 390 391 392 393 394 395 396 397 -1.27993 0.24598 1.74787 -0.74033 0.58157 0.48698 0.29120 1.24447 398 399 400 401 402 403 404 405 -0.66498 -1.13732 -1.70503 0.26139 -0.22564 0.57941 1.04212 1.13025 406 407 408 409 410 411 412 413 0.28131 -0.24913 0.33954 -0.44720 0.65759 0.51830 -0.87986 -0.11361 414 415 416 417 418 419 420 421 -0.07928 -1.89891 0.18094 -1.12594 2.08329 -0.65167 -1.15585 -1.20157 422 423 424 425 426 427 428 429 -0.26742 -0.83093 1.26400 1.98475 0.91802 -1.49335 2.71657 0.17869 430 431 432 433 434 435 436 437 1.03755 0.68614 1.22158 -0.06500 1.45520 -0.99146 -1.23188 0.07441 438 439 440 441 442 443 444 445 0.52596 -0.24530 0.87291 0.07981 -0.56269 -1.68197 -1.10810 -0.69275 446 447 448 449 450 451 452 453 -0.52788 -1.91735 0.56963 -0.41909 -0.75256 -0.13304 -0.53433 -1.17663 454 455 456 457 458 459 460 461 -1.56555 -0.92106 -1.60723 0.08879 0.85770 1.32888 0.10098 -1.50930 462 463 464 465 466 467 468 469 -0.04064 -0.58857 -1.22833 0.17490 0.47443 1.67357 -0.76958 -0.03341 470 471 472 473 474 475 476 477 -2.32768 -0.21415 -0.08025 1.53138 0.83774 2.19538 -0.15892 -0.55345 478 479 480 481 482 483 484 485 1.71682 2.20821 1.84793 -2.61827 -1.48668 -0.39700 -0.18659 0.19957 486 487 488 489 490 491 492 493 1.26004 0.30448 -0.43938 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897 898 899 900 1.80783 -0.25097 -0.47131 1.80891 -0.09236 -1.01542 -0.95504 -1.48029 901 902 903 904 905 906 907 908 0.92317 -1.12810 -0.22375 -0.86955 1.61104 1.61890 0.21212 0.55506 909 910 911 912 913 914 915 916 -2.17025 -0.28383 1.33734 -0.37262 -0.96625 -0.60787 0.13786 1.30391 917 918 919 920 921 922 923 924 -0.86828 0.64050 -0.73409 0.48054 -1.17053 0.18469 -0.35431 -2.69438 925 926 927 928 929 930 931 932 -0.16312 0.63832 0.01723 2.33379 1.10910 -1.28091 -0.26685 0.14388 933 934 935 936 937 938 939 940 1.42514 -2.90942 0.36900 -0.29945 0.93031 0.46889 -0.84268 -0.64311 941 942 943 944 945 946 947 948 0.72147 0.69130 0.56771 0.29948 1.08242 -1.89087 -1.01630 -0.98598 949 950 951 952 953 954 955 956 0.93504 0.71885 1.24865 -0.96610 -2.12826 0.14629 1.66978 0.11521 957 958 959 960 961 962 963 964 1.34160 0.63716 -0.50743 -0.39241 1.55751 -1.42748 -1.65436 -1.49726 965 966 967 968 969 970 971 972 0.86940 -1.31083 0.80503 -1.22916 -0.24650 1.35390 1.19953 0.03874 973 974 975 976 977 978 979 980 -0.04730 -0.76375 1.09197 0.22599 -0.89077 1.33423 0.78809 -0.80695 981 982 983 984 985 986 987 988 0.26583 0.01853 -1.30961 0.44132 -0.34020 0.56301 0.58740 0.08140 989 990 991 992 993 994 995 996 -2.38382 -0.11457 0.42901 0.65983 -1.57261 0.23739 0.41704 -0.90699 997 998 999 1000 1001 1002 1003 1004 1.46718 -2.60688 -0.11914 -1.30811 1.46698 -1.41361 2.11357 0.86022 1005 1006 1007 1008 1009 1010 1011 1012 0.69304 -1.42674 -0.30259 -1.14389 -1.89364 -1.97956 0.11416 -0.04711 1013 1014 1015 1016 1017 1018 1019 1020 1.45012 0.02128 -0.21331 -0.10272 -0.74376 0.21946 0.00938 -0.57990 1021 1022 1023 1024 1025 1026 1027 1028 1.59572 -0.05611 2.97938 -0.46015 0.71020 1.92165 -0.22334 0.22431 1029 1030 1031 1032 1033 1034 1035 1036 -0.28604 0.32950 -0.34614 -2.38932 -0.88829 0.14526 0.11165 -0.96760 1037 1038 1039 1040 1041 1042 1043 1044 0.75565 1.34767 -0.93907 0.69554 -0.10948 -0.12941 0.21194 2.03273 1045 1046 1047 1048 1049 1050 1051 1052 0.84235 -1.32559 1.88956 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1.47224 -0.63360 -1.01113 1127 1128 1129 1130 1131 1132 1133 1134 -0.97764 0.57100 -0.36471 0.58128 0.87209 0.78951 -1.93517 -0.46661 1135 1136 1137 1138 1139 1140 1141 1142 0.79727 -0.44681 -1.84674 0.11548 0.53005 -0.00706 -0.41870 0.74538 1143 1144 1145 1146 1147 1148 1149 1150 -1.33831 -0.16943 0.43380 0.17083 0.15978 0.64522 1.04591 0.37522 1151 1152 1153 1154 1155 1156 1157 1158 -1.34638 2.01538 -1.10117 -0.77232 -0.91185 -1.22412 -1.66958 -0.14680 1159 1160 1161 1162 1163 1164 1165 1166 -0.57598 -0.57525 0.66228 0.58747 -0.75808 2.37898 -1.67894 0.45682 1167 1168 1170 1171 1172 1173 1174 1175 0.65781 -0.63910 -0.24757 -0.13524 -1.07673 0.21842 -0.97927 -1.26271 1177 1178 1179 1180 1181 1182 1183 1184 -0.50554 1.79777 0.96958 2.10994 -0.56731 -0.83089 -1.14197 -1.65036 1185 1186 1187 1188 1189 1190 1191 1192 0.74030 -1.52577 -0.90887 0.06648 0.61427 -0.63946 0.72180 0.27674 1193 1194 1195 1196 1197 1198 1199 1200 -0.72386 -0.33253 -0.87844 -0.49271 -0.83754 0.28915 0.39516 -0.63673 1201 1202 1203 1204 1205 1206 1207 1208 -1.47115 -0.40841 0.41137 0.08126 2.10363 -1.82464 -0.20492 0.01590 1209 1210 1211 1212 1213 1214 1215 1216 -0.72648 -1.45660 -2.09584 -1.41754 -0.57155 1.20647 0.40337 1.19983 1217 1218 1219 1220 1221 1222 1223 1224 2.32178 0.05411 -1.88284 1.28418 0.29461 0.71688 0.09498 -0.89175 1225 1226 1227 1228 1229 1230 1231 1232 1.22252 -0.11368 -2.28313 -0.99102 -1.31645 0.26871 0.11634 -2.43995 1233 1234 1235 1236 1237 1238 1239 1240 1.70935 -0.00831 -0.63470 1.23767 -1.44920 -2.21197 0.34450 -0.90870 1241 1242 1243 1244 1245 1246 1247 1248 0.73902 -2.31005 1.76733 0.39854 -1.33273 -1.28024 -1.12018 -0.61326 1249 1250 1251 1252 1253 1254 1255 1256 -0.36825 -0.90153 -2.41391 -0.36514 -1.22303 -0.18776 -2.11536 -0.49609 1258 1259 1260 1261 1262 1263 1264 1265 1.44462 0.46468 0.67356 0.82067 1.01696 -0.21429 -1.01380 -0.11569 1266 1267 1268 1269 1270 1271 1272 1273 -1.17481 -2.11834 -0.13384 0.23933 -1.45127 -0.76795 -0.28228 0.78837 1274 1275 1276 1277 1278 1279 1280 1281 -1.46668 1.69200 1.01590 -1.37771 0.31108 -0.37952 0.53086 0.80585 1282 1283 1284 1285 1286 1287 1288 1289 -0.58289 -0.13809 -0.89583 1.73629 -0.77974 0.13419 0.68081 0.18623 1290 1291 1292 1293 1294 1295 1296 1297 -0.56401 -0.71321 -1.38548 -1.22721 -0.72500 -0.56490 -0.74102 -1.58973 1298 1299 1300 1301 1302 1303 1304 1305 -0.15942 0.58939 0.98046 0.86228 1.28761 -0.17616 -0.70817 -0.82286 1306 1307 1308 1309 1310 1311 1312 1313 -1.05146 -1.58123 -0.68991 2.05762 -0.02925 -1.31374 -1.10203 -0.35749 1314 1315 1316 1317 1318 1319 1320 1321 -0.19618 0.81829 0.82960 1.52407 -0.48306 0.07973 0.96877 0.72686 1322 1323 1324 1325 1326 1327 1328 1329 2.28146 1.10427 -1.44908 -0.86316 -1.25079 -0.43214 -0.95745 -1.70319 1330 1331 1332 1333 1334 1335 1336 1337 -0.79577 -0.42447 0.28036 -0.08236 -1.13803 -1.34830 1.22214 -0.42148 1338 1339 1340 1341 1342 1343 1344 1345 -0.65172 -0.59134 0.45788 -1.00595 -0.94960 -1.10263 -1.50125 0.36041 1346 1347 1348 1349 1350 1351 1352 1353 0.50570 0.77113 0.90007 0.61347 -0.46889 -0.15068 -1.30550 -0.64221 1354 1355 1356 1357 1358 1359 1360 1361 -0.48550 -1.09706 1.67589 -0.73531 -0.13224 0.71139 -0.73686 0.17912 1362 1363 1364 1365 1366 1367 1368 1369 -0.53129 0.90132 -0.29629 1.34864 -1.28906 -0.37580 -0.54707 -0.63114 1370 1371 1372 1373 1374 1375 1376 1377 0.58942 0.45359 0.23100 -2.33083 -0.89008 -0.98171 0.52742 -1.51010 1378 1379 1380 1381 1382 1383 1384 1385 1.16368 -0.57387 0.53591 -0.16737 0.99695 -1.41192 1.37712 1.80464 1386 1387 1388 1389 1390 1391 1392 1393 -0.21553 -0.88957 -0.97102 -1.34678 -0.39086 1.39278 0.91620 1.12549 1394 1395 1396 1397 1398 1399 1400 1401 -1.40342 0.34773 2.00901 -1.89099 0.53685 -0.71645 -1.22816 -0.53036 1402 1403 1404 1405 1406 1407 1408 1409 -0.51215 -0.34064 1.55756 1.14190 1.05362 -1.51130 0.45930 -0.89249 1410 1411 1412 1413 1414 1415 1416 1417 -1.11798 0.77472 -1.67452 0.67532 -0.58074 -0.08127 2.45685 0.63420 1418 1419 1420 1421 1422 1423 1424 1425 2.31338 -1.12508 -0.77075 -3.45073 -0.46435 1.04928 -1.13374 -1.38577 1426 1427 1428 1429 1430 1431 1432 1433 0.24792 0.21730 0.17842 -0.57240 -0.46245 1.82674 -0.69889 0.37959 1434 1435 1436 1437 1438 1439 1440 1441 1.05456 0.10022 0.28472 -0.99047 1.94384 0.21932 -0.13521 0.25722 1442 1443 1444 1445 1446 1447 1448 1449 -0.98573 -1.06820 -0.70859 -0.18715 1.38290 0.25395 -0.86481 0.84211 1450 1451 1452 1453 1454 1455 1456 1457 -0.74437 -0.79133 0.56877 -0.14050 0.97275 1.22027 -0.31370 -0.94326 1458 1459 1460 1461 1462 1463 1464 1465 -0.15447 0.26192 0.71529 1.13470 -0.95801 0.34544 0.16394 0.06313 1466 1467 1468 1469 1470 1471 1472 1473 -1.11685 -0.65516 0.49157 -1.06744 -1.23174 -1.18164 0.06711 0.18393 1474 1475 1476 1477 1478 1479 1480 1481 0.58715 1.53381 0.74920 -0.00871 1.36937 0.20533 0.48571 0.29905 1482 1483 1484 1485 1486 1487 1488 1489 -0.20671 -1.23408 -1.05902 0.31448 0.62445 -0.75570 -1.69670 1.80673 1490 1491 1492 1493 1494 1495 1496 1497 -1.11810 -0.28950 -0.15856 -0.71784 1.07004 0.35406 0.33723 -0.67340 1498 1499 1500 1.29134 0.73449 -1.03519 > all.equal( residuals( testTobit5Ml ), + residuals( testTobit5Ml, part = "outcome" ) ) [1] TRUE > print( residuals( testTobit5Ml, part = "selection" ) ) 1 2 3 4 5 6 7 8 9 10 11 0.615 0.587 1.028 1.088 -1.216 0.726 0.994 0.733 1.172 -1.292 0.743 12 13 14 16 17 18 19 20 21 23 24 -1.717 0.612 0.732 0.991 0.600 -1.239 0.969 -1.268 0.717 -1.240 0.668 25 26 27 28 29 30 31 32 33 34 35 0.956 1.064 0.889 0.897 1.070 0.697 0.765 0.686 -1.500 -1.624 -1.444 36 37 38 39 40 41 42 43 44 45 46 0.643 0.789 0.607 0.801 0.838 0.819 0.620 -1.269 0.898 0.836 -1.561 47 48 49 50 51 52 53 54 55 56 57 -1.249 0.860 -1.659 -1.478 1.175 -1.570 0.587 1.166 0.799 1.073 1.140 58 59 60 61 62 63 64 65 66 67 68 0.942 0.862 1.180 -1.175 -1.490 0.791 0.599 -1.178 0.773 0.961 0.917 69 70 71 72 73 74 75 76 78 79 80 -1.495 0.684 0.952 0.661 -1.311 -1.746 -1.726 1.163 -1.256 1.148 0.860 81 82 83 84 85 86 87 88 89 90 91 0.882 0.766 -1.257 1.077 1.029 0.632 0.685 0.868 1.150 -1.504 0.724 92 93 94 95 96 97 98 99 100 101 102 0.704 -1.356 0.702 0.841 -1.772 0.627 1.120 0.830 1.164 1.038 0.941 103 105 106 107 108 109 110 111 112 113 114 0.680 -1.353 0.724 0.626 0.743 0.648 0.760 -1.660 0.806 0.793 0.668 115 116 117 118 119 120 121 122 123 124 125 -1.450 0.693 1.160 0.784 0.635 -1.382 -1.555 0.731 1.036 -1.378 -1.392 126 127 128 129 130 131 132 133 134 135 136 0.886 1.075 0.602 0.854 -1.704 1.043 0.646 1.183 0.829 -1.481 -1.370 137 138 139 140 141 142 143 144 145 146 147 1.160 0.664 0.915 0.756 1.060 -1.354 -1.708 -1.601 -1.534 0.658 0.624 148 149 150 151 152 153 154 155 156 157 158 0.768 -1.497 0.739 1.157 -1.810 -1.531 1.123 0.662 0.750 0.899 -1.602 159 160 161 162 163 164 165 166 167 168 169 0.741 1.178 -1.517 0.888 -1.626 0.984 0.754 -1.866 0.934 -1.513 1.053 170 171 172 173 174 175 176 177 178 179 180 0.809 -1.210 0.645 1.015 0.928 0.737 -1.839 0.600 1.003 0.829 1.145 181 182 183 184 185 186 187 188 189 190 191 -1.214 0.716 -1.710 1.146 -1.256 -1.312 -1.486 0.587 0.769 0.996 0.744 192 193 194 195 196 197 198 199 200 201 202 0.636 0.813 -1.747 0.939 0.782 1.038 0.671 -1.793 0.966 1.007 0.832 203 204 205 206 207 208 209 210 211 212 213 -1.224 1.094 0.831 0.601 -1.370 0.963 0.837 0.896 -1.819 -1.572 0.841 214 215 216 217 218 219 220 221 222 223 224 0.644 0.826 -1.216 -1.353 0.830 -1.761 1.086 0.869 -1.691 0.613 0.674 225 226 227 228 230 231 232 233 234 235 236 -1.445 -1.400 0.632 -1.209 0.634 1.051 0.670 -1.629 0.814 -1.220 -1.371 237 238 239 240 241 242 243 244 245 246 247 0.641 1.075 -1.481 0.713 0.939 -1.296 -1.667 -1.415 -1.409 0.612 0.737 248 249 250 251 252 253 254 255 256 257 258 0.853 -1.662 0.947 -1.704 -1.278 0.715 -1.229 -1.286 0.595 0.618 -1.216 259 260 261 262 263 264 265 266 267 268 269 0.841 1.147 0.935 1.072 0.826 0.720 1.144 -1.481 -1.459 -1.804 -1.383 270 271 272 273 274 275 276 277 278 279 280 0.622 0.588 -1.610 0.606 0.781 0.771 0.599 -1.417 0.713 0.702 -1.373 281 282 283 284 285 286 287 288 289 290 291 0.893 0.824 0.781 0.737 -1.245 -1.433 0.588 0.902 0.621 -1.221 0.814 292 293 294 295 296 297 298 299 300 301 302 0.740 0.870 -1.253 1.055 1.157 -1.526 0.960 0.895 0.724 -1.545 -1.442 303 304 305 306 307 308 309 310 311 312 313 0.753 -1.592 -1.685 -1.273 0.597 0.959 0.777 1.111 0.796 -1.295 -1.411 314 315 316 317 318 319 320 321 322 323 324 -1.534 0.816 0.616 1.073 0.819 0.999 0.808 -1.782 0.869 0.980 1.145 325 326 327 328 329 330 331 332 333 334 335 -1.549 -1.518 0.948 0.998 0.832 0.630 -1.351 1.172 -1.785 1.151 -1.604 336 337 338 339 340 341 342 343 344 345 346 -1.908 -1.584 -1.707 1.082 -1.396 0.744 0.659 -1.441 1.001 0.591 1.093 347 348 349 350 351 352 353 354 355 356 357 0.596 0.777 0.801 1.075 1.087 0.709 0.699 -1.323 0.736 -1.378 -1.362 358 359 360 361 362 363 364 365 366 367 368 0.634 0.618 -1.496 0.966 0.922 1.070 1.044 0.674 -1.418 0.802 0.889 369 370 371 372 373 374 375 376 377 378 379 1.121 0.638 1.009 0.738 -1.346 -1.840 -1.292 -1.508 0.691 -1.413 0.873 380 381 382 383 384 385 386 387 388 389 390 1.010 0.592 0.898 -1.709 -1.670 0.632 -1.733 0.660 1.014 -1.497 -1.752 391 392 393 394 395 396 397 398 399 400 401 0.806 0.591 0.622 0.643 0.819 0.626 0.991 -1.351 -1.702 -1.284 -1.518 402 403 404 405 406 407 408 409 410 411 412 -1.907 0.736 0.799 0.712 1.155 0.640 0.707 0.877 0.637 0.917 -1.738 413 414 415 416 417 418 419 420 421 422 423 0.614 -1.736 -1.647 0.624 -1.361 0.605 -1.488 1.009 -1.429 0.634 0.988 424 425 426 427 428 429 430 431 432 433 434 1.040 1.149 0.617 0.667 0.794 1.151 1.004 0.710 0.627 -1.200 0.788 435 436 437 438 439 440 441 442 443 444 445 -1.188 0.587 -1.295 0.770 0.766 0.678 0.648 -1.227 0.672 -1.469 -1.216 446 447 448 449 450 451 452 453 454 455 456 -1.243 0.727 0.805 0.840 -1.204 -1.620 0.722 -1.252 -1.432 -1.264 -1.381 457 458 459 460 461 462 463 464 465 466 467 0.632 1.108 0.822 1.179 -1.754 0.685 -1.539 -1.515 0.920 0.834 1.179 468 469 470 471 472 473 474 475 476 477 478 1.067 0.637 -1.546 0.598 0.686 0.611 0.994 0.790 0.691 0.618 0.844 479 480 481 482 483 484 485 486 487 488 489 0.672 0.689 -1.653 0.587 0.664 0.646 0.871 1.120 1.165 1.178 0.676 490 491 492 493 494 495 496 497 498 499 500 1.155 -1.782 -1.234 0.655 -1.186 1.150 0.611 -1.331 0.786 0.897 0.801 501 502 503 504 505 506 507 508 509 510 511 0.601 0.588 1.002 -1.374 -1.311 1.052 0.590 0.607 -1.536 1.026 0.850 512 513 514 515 516 517 518 519 520 521 522 0.814 1.038 1.035 -1.783 0.945 0.623 0.971 1.103 -1.318 0.825 0.920 523 524 525 526 527 528 529 530 531 532 533 0.694 -1.510 0.650 1.065 0.981 0.924 1.181 0.637 -1.475 1.170 0.782 534 535 536 537 538 539 540 541 542 543 544 1.015 0.694 1.106 1.137 -1.311 0.989 -1.450 0.951 -1.172 0.982 0.842 545 546 547 548 549 550 551 552 553 554 555 0.655 1.011 -1.236 1.127 1.012 1.125 -1.252 -1.301 -1.218 0.960 0.657 556 557 558 559 560 561 562 563 564 565 566 -1.749 0.999 0.731 -1.634 1.079 1.081 1.077 -1.839 -1.376 1.172 -1.205 567 568 569 570 571 572 574 575 576 577 579 0.805 -1.340 -1.386 -1.759 0.716 0.807 -1.629 0.654 0.803 1.051 1.095 580 581 582 583 584 585 586 587 588 589 590 -1.297 0.695 1.026 0.657 0.910 -1.648 0.813 -1.400 0.902 0.911 0.847 591 592 593 594 595 596 598 600 601 602 603 -1.481 1.061 -1.219 -1.895 -1.564 0.717 -1.670 0.995 1.098 0.747 0.646 604 605 606 607 608 609 610 611 612 613 614 0.601 0.973 1.153 0.610 0.922 0.940 0.969 -1.578 1.122 0.702 0.914 615 616 617 618 619 620 621 622 623 624 625 0.676 0.943 0.645 1.020 -1.604 -1.431 0.719 -1.178 0.623 0.652 -1.638 626 627 628 629 630 631 632 633 634 635 636 -1.379 0.618 0.765 0.791 0.824 -1.294 -1.548 0.737 0.622 1.139 -1.337 638 639 640 641 642 643 644 645 646 647 648 -1.407 -1.249 0.615 0.939 0.741 -1.725 -1.460 1.032 1.002 1.135 0.630 649 650 651 652 653 654 655 656 657 658 659 -1.501 0.801 -1.365 -1.902 0.650 0.715 -1.265 0.769 1.130 -1.358 -1.328 660 661 662 663 664 665 666 667 668 669 670 -1.531 -1.862 -1.764 0.686 0.764 1.030 0.994 1.142 0.610 0.772 -1.622 671 672 673 674 675 676 677 678 679 680 681 -1.221 0.864 -1.487 1.175 1.018 -1.290 -1.416 -1.499 0.770 -1.886 0.729 682 683 684 685 686 687 688 689 690 691 692 -1.345 0.793 1.097 -1.207 -1.583 0.722 0.716 -1.422 1.099 0.653 1.137 693 694 695 696 697 698 699 700 701 702 703 0.772 1.020 0.966 -1.364 0.595 0.629 0.759 -1.403 -1.274 0.813 0.874 704 705 706 707 708 709 710 711 712 713 714 -1.892 1.078 1.183 -1.230 1.024 0.807 0.900 -1.606 0.709 -1.755 -1.510 715 716 717 718 719 720 721 722 723 724 725 0.618 0.775 -1.658 1.004 0.859 -1.637 -1.558 0.685 0.685 0.862 1.072 726 727 728 729 730 731 732 733 734 735 736 0.832 1.060 0.663 1.080 0.745 0.677 0.930 0.714 0.689 -1.206 0.642 737 738 739 740 741 742 743 744 745 746 747 -1.736 -1.414 1.101 -1.292 0.821 0.955 0.660 1.047 -1.322 0.807 0.736 748 749 750 751 752 753 754 755 756 757 758 0.960 0.937 -1.342 0.642 -1.249 0.720 1.154 0.732 0.655 -1.198 -1.702 759 760 761 762 763 764 765 766 767 768 769 0.968 0.729 1.162 0.939 0.912 -1.255 0.917 0.907 0.948 0.673 0.943 770 771 772 773 774 775 776 777 778 779 780 0.989 0.938 0.733 -1.240 0.749 -1.336 0.700 0.996 0.740 -1.623 0.834 781 782 783 784 785 786 787 788 789 790 791 0.623 0.842 1.003 0.633 -1.184 0.700 -1.431 0.980 -1.283 1.065 0.747 792 793 794 795 796 797 798 799 800 801 802 0.789 -1.508 0.652 0.748 0.856 -1.854 0.682 0.919 0.692 1.173 0.831 803 804 805 806 807 808 809 810 811 812 813 1.014 1.015 -1.627 1.123 0.884 0.629 -1.521 -1.448 -1.291 0.757 0.989 814 815 816 817 818 819 820 821 822 823 824 1.133 0.733 1.094 0.589 1.118 0.669 -1.569 0.594 0.742 -1.370 -1.349 825 826 827 828 829 831 832 834 835 836 837 -1.295 1.182 0.888 0.589 0.680 0.636 0.673 -1.511 1.003 0.962 -1.210 838 839 840 841 842 843 844 845 846 847 848 -1.314 0.652 0.615 0.605 -1.256 0.646 0.821 0.841 -1.607 -1.210 1.081 849 850 851 852 853 854 855 856 857 858 859 0.971 0.791 1.130 0.606 0.621 0.610 -1.244 -1.576 0.720 -1.414 -1.435 860 861 862 863 864 865 866 867 868 869 870 0.766 1.131 -1.303 0.917 1.041 0.595 -1.498 0.607 1.166 1.156 -1.544 871 872 873 874 875 876 877 878 879 880 881 -1.241 0.709 1.075 1.070 0.658 1.143 -1.405 0.677 -1.492 0.606 0.705 882 883 884 885 886 887 888 889 890 891 892 -1.348 1.037 0.597 0.774 0.774 -1.637 1.118 0.885 0.603 0.625 -1.311 893 894 895 896 897 898 899 900 901 902 903 0.981 -1.231 0.867 0.928 -1.295 -1.330 0.958 1.099 1.140 -1.367 0.801 904 905 906 907 908 909 910 911 912 913 914 -1.364 0.615 0.689 -1.233 0.926 -1.293 0.887 0.871 -1.270 -1.194 -1.312 915 916 917 918 919 920 921 922 923 924 925 1.008 0.719 -1.422 0.648 -1.265 0.819 0.914 -1.329 0.690 -1.456 0.806 926 927 928 929 930 931 932 933 934 935 936 0.632 0.931 0.939 0.938 1.061 -1.199 1.010 0.982 -1.295 0.826 -1.435 937 938 939 940 941 942 943 944 945 946 947 0.776 0.623 -1.354 -1.339 0.663 0.745 0.644 -1.317 0.843 1.031 -1.241 948 949 950 951 952 953 954 955 956 957 958 -1.241 1.083 1.105 0.786 0.851 -1.662 0.656 0.780 0.819 0.639 1.001 959 960 961 962 963 964 965 966 967 968 969 0.866 0.612 1.088 -1.292 -1.832 -1.538 1.056 0.823 0.832 0.639 0.741 970 971 972 973 974 975 976 977 978 979 980 0.824 0.892 1.112 0.768 1.071 0.869 1.071 -1.261 0.912 1.013 0.747 981 982 983 984 985 986 987 988 989 990 991 -1.346 0.606 0.708 0.667 -1.823 1.178 1.160 0.994 -1.226 0.601 0.822 992 993 994 995 996 997 998 999 1000 1001 1002 0.593 0.669 0.646 1.021 -1.710 0.861 -1.534 0.820 0.771 1.140 -1.667 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 0.724 1.109 1.152 -1.262 0.646 0.667 0.652 -1.193 1.111 0.831 1.110 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 0.731 0.730 0.694 0.791 0.859 -1.499 -1.194 1.043 -1.414 0.833 0.705 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 0.904 0.752 0.847 0.691 0.634 0.902 -1.406 0.627 1.044 0.682 0.984 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 0.817 0.930 0.998 1.011 0.605 0.781 1.129 0.622 0.641 0.630 0.734 1047 1048 1049 1050 1051 1052 1053 1055 1056 1057 1058 0.754 -1.574 0.921 0.655 -1.222 -1.371 -1.284 -1.251 1.071 0.875 1.181 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 0.598 -1.250 -1.226 0.970 1.104 0.592 0.919 1.022 0.950 1.081 0.993 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1081 1.013 -1.281 -1.191 0.683 0.813 0.815 0.743 1.141 -1.534 -1.445 0.834 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 0.776 0.694 0.664 -1.221 0.657 0.607 0.622 -1.208 -1.344 -1.522 1.116 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 -1.307 -1.320 -1.316 1.165 1.027 -1.245 0.999 0.746 -1.359 -1.654 1.042 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 -1.174 1.114 0.993 -1.490 0.748 -1.185 0.607 0.687 0.630 -1.390 0.970 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1.091 0.606 -1.334 -1.187 -1.206 0.619 1.158 0.685 0.746 0.929 -1.450 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 -1.909 -1.323 0.821 0.595 0.816 0.782 0.698 -1.809 1.156 0.638 -1.303 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 -1.447 0.864 0.940 0.748 0.725 0.979 -1.901 1.021 0.670 0.928 0.631 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 0.797 0.797 0.639 -1.903 0.757 -1.234 0.701 -1.545 -1.648 -1.412 -1.377 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1170 -1.751 -1.398 0.867 1.093 -1.649 0.698 -1.860 1.012 0.853 0.658 0.777 1171 1172 1173 1174 1175 1177 1178 1179 1180 1181 1182 0.675 0.599 1.067 0.738 -1.247 -1.372 0.959 1.070 0.832 0.690 0.657 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 -1.407 0.851 0.939 -1.484 0.720 1.177 1.152 -1.436 0.768 0.843 0.808 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 0.696 0.858 0.805 -1.821 0.640 0.616 0.663 0.683 0.676 0.628 0.731 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 0.631 -1.752 1.034 -1.188 -1.444 -1.859 -1.797 0.647 -1.697 0.613 0.936 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 0.875 0.708 0.709 -1.366 1.175 1.055 0.856 0.949 -1.215 0.747 -1.852 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 -1.494 0.659 0.715 0.938 0.796 -1.758 0.930 -1.257 -1.359 0.848 -1.600 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 -1.832 0.966 0.919 1.152 0.872 0.717 0.895 -1.508 -1.710 0.989 1.074 1249 1250 1251 1252 1253 1254 1255 1256 1258 1259 1260 0.858 -1.305 -1.399 1.164 -1.819 0.774 -1.397 0.989 0.917 0.764 1.150 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 0.863 0.697 0.633 -1.185 1.074 0.770 -1.833 0.623 0.892 -1.198 0.766 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 -1.292 1.166 -1.628 1.163 1.106 -1.884 0.607 0.796 1.113 0.748 -1.836 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 0.723 0.965 0.788 0.708 1.131 0.772 0.925 0.699 0.786 -1.181 -1.856 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 1.094 -1.226 1.037 1.180 -1.781 -1.250 0.977 1.122 0.599 0.661 0.861 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 1.001 -1.377 -1.207 -1.899 0.815 0.862 -1.672 0.831 0.867 0.814 0.668 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1.146 0.689 0.953 1.023 0.881 0.813 1.023 1.059 0.746 0.612 -1.496 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 -1.344 -1.309 -1.779 -1.694 0.896 1.126 1.035 -1.301 -1.520 0.938 0.739 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 -1.554 0.913 0.994 -1.594 -1.197 0.919 -1.497 0.741 0.643 0.591 -1.171 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 0.700 0.717 0.913 -1.807 0.991 -1.595 -1.844 0.865 -1.705 0.626 0.787 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 -1.546 -1.375 -1.172 0.601 0.705 0.782 0.639 -1.381 0.687 -1.269 0.748 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 0.665 0.756 -1.693 -1.643 -1.895 0.738 -1.819 0.631 1.131 1.104 0.699 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 0.862 1.061 0.760 0.824 0.687 0.974 -1.234 -1.506 1.010 0.795 1.182 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 0.684 -1.609 0.752 0.936 -1.432 1.018 -1.367 0.895 -1.667 -1.834 0.610 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 0.627 0.633 0.949 -1.585 1.106 -1.341 -1.270 0.684 -1.770 1.040 1.088 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 0.739 0.783 0.784 0.654 -1.316 -1.707 -1.267 0.941 0.966 -1.546 -1.477 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 0.628 0.623 0.793 -1.567 -1.216 0.914 0.596 1.052 0.942 0.655 -1.311 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 -1.586 0.904 1.012 0.734 0.790 0.604 -1.294 0.780 -1.405 0.716 0.950 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 -1.188 1.045 -1.474 0.996 0.805 0.665 0.603 0.845 -1.414 1.166 0.855 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1.026 0.706 0.780 -1.561 -1.662 0.646 1.139 0.781 0.849 0.657 -1.349 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 -1.270 -1.429 0.746 -1.307 0.654 0.721 0.688 1.024 0.845 0.956 0.667 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 0.826 -1.808 -1.910 0.858 0.882 1.109 -1.220 -1.915 0.720 0.676 0.683 1492 1493 1494 1495 1496 1497 1498 1499 1500 0.807 -1.788 0.791 1.034 1.053 -1.360 0.832 1.047 -1.495 > all.equal( residuals( testTobit5Ml, part = "selection" ), + residuals( testTobit5Ml, part = "selection", type = "deviance" ) ) [1] TRUE > !isTRUE( all.equal( residuals( testTobit5TwoStep, part = "selection" ), + residuals( testTobit5Ml, part = "selection" ) ) ) [1] TRUE > print( residuals( testTobit5Ml, part = "selection", type = "pearson" ) ) 1 2 3 4 5 6 7 8 9 10 11 0.456 0.433 0.835 0.899 -1.046 0.549 0.799 0.555 0.994 -1.141 0.564 12 13 14 16 17 18 19 20 21 23 24 -1.834 0.454 0.554 0.796 0.444 -1.074 0.774 -1.111 0.541 -1.075 0.500 25 26 27 28 29 30 31 32 33 34 35 0.761 0.873 0.696 0.704 0.879 0.524 0.583 0.515 -1.442 -1.654 -1.355 36 37 38 39 40 41 42 43 44 45 46 0.479 0.604 0.450 0.615 0.648 0.631 0.460 -1.112 0.704 0.646 -1.542 47 48 49 50 51 52 53 54 55 56 57 -1.087 0.669 -1.721 -1.408 0.997 -1.559 0.433 0.986 0.613 0.882 0.957 58 59 60 61 62 63 64 65 66 67 68 0.747 0.670 1.003 -0.998 -1.427 0.606 0.443 -1.001 0.590 0.766 0.723 69 70 71 72 73 74 75 76 78 79 80 -1.435 0.513 0.757 0.494 -1.167 -1.896 -1.854 0.983 -1.096 0.966 0.669 81 82 83 84 85 86 87 88 89 90 91 0.690 0.584 -1.097 0.887 0.835 0.470 0.514 0.677 0.968 -1.448 0.548 92 93 94 95 96 97 98 99 100 101 102 0.530 -1.228 0.528 0.651 -1.951 0.466 0.934 0.642 0.985 0.845 0.746 103 105 106 107 108 109 110 111 112 113 114 0.510 -1.223 0.548 0.465 0.564 0.483 0.578 -1.723 0.620 0.608 0.500 115 116 117 118 119 120 121 122 123 124 125 -1.364 0.521 0.980 0.600 0.472 -1.264 -1.533 0.553 0.843 -1.258 -1.278 126 127 128 129 130 131 132 133 134 135 136 0.694 0.884 0.446 0.663 -1.809 0.850 0.482 1.006 0.641 -1.413 -1.248 137 138 139 140 141 142 143 144 145 146 147 0.980 0.497 0.721 0.575 0.869 -1.225 -1.816 -1.614 -1.497 0.492 0.464 148 149 150 151 152 153 154 155 156 157 158 0.585 -1.438 0.560 0.977 -2.036 -1.493 0.937 0.495 0.570 0.705 -1.615 159 160 161 162 163 164 165 166 167 168 169 0.562 1.000 -1.470 0.695 -1.659 0.790 0.573 -2.169 0.739 -1.463 0.861 170 171 172 173 174 175 176 177 178 179 180 0.622 -1.039 0.481 0.821 0.734 0.558 -2.102 0.444 0.809 0.640 0.962 181 182 183 184 185 186 187 188 189 190 191 -1.044 0.541 -1.821 0.964 -1.096 -1.168 -1.420 0.434 0.586 0.801 0.565 192 193 194 195 196 197 198 199 200 201 202 0.474 0.626 -1.898 0.744 0.598 0.845 0.502 -1.997 0.772 0.812 0.643 203 204 205 206 207 208 209 210 211 212 213 -1.056 0.905 0.642 0.445 -1.248 0.768 0.648 0.703 -2.056 -1.563 0.651 214 215 216 217 218 219 220 221 222 223 224 0.480 0.638 -1.046 -1.224 0.641 -1.927 0.896 0.677 -1.782 0.455 0.505 225 226 227 228 230 231 232 233 234 235 236 -1.356 -1.290 0.470 -1.038 0.471 0.858 0.501 -1.665 0.626 -1.051 -1.249 237 238 239 240 241 242 243 244 245 246 247 0.478 0.884 -1.412 0.538 0.745 -1.147 -1.736 -1.312 -1.303 0.454 0.559 248 249 250 251 252 253 254 255 256 257 258 0.662 -1.726 0.752 -1.808 -1.124 0.539 -1.062 -1.134 0.440 0.458 -1.046 259 260 261 262 263 264 265 266 267 268 269 0.652 0.964 0.741 0.881 0.637 0.544 0.961 -1.413 -1.378 -2.022 -1.266 270 271 272 273 274 275 276 277 278 279 280 0.462 0.435 -1.629 0.449 0.597 0.588 0.443 -1.314 0.538 0.528 -1.252 281 282 283 284 285 286 287 288 289 290 291 0.700 0.636 0.597 0.559 -1.082 -1.338 0.435 0.708 0.461 -1.053 0.627 292 293 294 295 296 297 298 299 300 301 302 0.561 0.678 -1.093 0.863 0.977 -1.484 0.765 0.702 0.548 -1.517 -1.353 303 304 305 306 307 308 309 310 311 312 313 0.573 -1.597 -1.771 -1.118 0.442 0.764 0.593 0.924 0.610 -1.146 -1.307 314 315 316 317 318 319 320 321 322 323 324 -1.498 0.629 0.457 0.883 0.632 0.805 0.622 -1.972 0.677 0.785 0.963 325 326 327 328 329 330 331 332 333 334 335 -1.523 -1.471 0.753 0.804 0.643 0.468 -1.221 0.994 -1.980 0.969 -1.619 336 337 338 339 340 341 342 343 344 345 346 -2.275 -1.584 -1.814 0.891 -1.285 0.565 0.493 -1.350 0.806 0.437 0.904 347 348 349 350 351 352 353 354 355 356 357 0.441 0.593 0.615 0.884 0.897 0.535 0.526 -1.183 0.557 -1.259 -1.236 358 359 360 361 362 363 364 365 366 367 368 0.472 0.459 -1.436 0.771 0.728 0.879 0.851 0.505 -1.316 0.616 0.697 369 370 371 372 373 374 375 376 377 378 379 0.935 0.475 0.814 0.559 -1.215 -2.106 -1.142 -1.455 0.519 -1.310 0.681 380 381 382 383 384 385 386 387 388 389 390 0.816 0.438 0.705 -1.819 -1.742 0.470 -1.867 0.493 0.820 -1.437 -1.907 391 392 393 394 395 396 397 398 399 400 401 0.620 0.437 0.462 0.479 0.631 0.465 0.796 -1.221 -1.804 -1.132 -1.472 402 403 404 405 406 407 408 409 410 411 412 -2.273 0.557 0.614 0.538 0.974 0.476 0.533 0.685 0.474 0.723 -1.878 413 414 415 416 417 418 419 420 421 422 423 0.456 -1.874 -1.697 0.463 -1.235 0.448 -1.423 0.815 -1.333 0.472 0.793 424 425 426 427 428 429 430 431 432 433 434 0.847 0.967 0.458 0.499 0.608 0.969 0.810 0.536 0.466 -1.027 0.603 435 436 437 438 439 440 441 442 443 444 445 -1.013 0.433 -1.146 0.587 0.584 0.508 0.483 -1.060 0.504 -1.394 -1.047 446 447 448 449 450 451 452 453 454 455 456 -1.079 0.550 0.618 0.650 -1.031 -1.647 0.546 -1.091 -1.337 -1.106 -1.263 457 458 459 460 461 462 463 464 465 466 467 0.470 0.920 0.634 1.001 -1.912 0.514 -1.506 -1.467 0.726 0.645 1.002 468 469 470 471 472 473 474 475 476 477 478 0.876 0.475 -1.519 0.443 0.515 0.453 0.799 0.605 0.520 0.458 0.655 479 480 481 482 483 484 485 486 487 488 489 0.503 0.517 -1.708 0.434 0.497 0.482 0.679 0.934 0.986 1.001 0.507 490 491 492 493 494 495 496 497 498 499 500 0.974 -1.973 -1.068 0.489 -1.010 0.968 0.453 -1.194 0.601 0.704 0.615 501 502 503 504 505 506 507 508 509 510 511 0.445 0.434 0.807 -1.253 -1.167 0.860 0.436 0.450 -1.502 0.832 0.660 512 513 514 515 516 517 518 519 520 521 522 0.627 0.845 0.842 -1.976 0.750 0.463 0.776 0.915 -1.177 0.637 0.725 523 524 525 526 527 528 529 530 531 532 533 0.522 -1.458 0.485 0.874 0.787 0.730 1.004 0.474 -1.403 0.992 0.598 534 535 536 537 538 539 540 541 542 543 544 0.821 0.522 0.919 0.953 -1.167 0.794 -1.365 0.756 -0.994 0.787 0.652 545 546 547 548 549 550 551 552 553 554 555 0.489 0.817 -1.070 0.942 0.818 0.940 -1.091 -1.154 -1.049 0.765 0.490 556 557 558 559 560 561 562 563 564 565 566 -1.902 0.805 0.553 -1.672 0.888 0.891 0.886 -2.103 -1.255 0.993 -1.032 567 568 569 570 571 572 574 575 576 577 579 0.619 -1.207 -1.270 -1.923 0.540 0.621 -1.664 0.488 0.616 0.859 0.906 580 581 582 583 584 585 586 587 588 589 590 -1.149 0.522 0.832 0.490 0.716 -1.699 0.626 -1.290 0.709 0.717 0.657 591 592 593 594 595 596 598 600 601 602 603 -1.412 0.869 -1.050 -2.241 -1.549 0.541 -1.742 0.800 0.910 0.568 0.482 604 605 606 607 608 609 610 611 612 613 614 0.445 0.779 0.972 0.452 0.727 0.745 0.774 -1.572 0.936 0.529 0.720 615 616 617 618 619 620 621 622 623 624 625 0.507 0.748 0.481 0.826 -1.618 -1.336 0.543 -1.001 0.463 0.486 -1.680 626 627 628 629 630 631 632 633 634 635 636 -1.261 0.458 0.583 0.606 0.636 -1.144 -1.520 0.559 0.462 0.955 -1.202 638 639 640 641 642 643 644 645 646 647 648 -1.300 -1.087 0.457 0.744 0.562 -1.851 -1.379 0.838 0.807 0.950 0.469 649 650 651 652 653 654 655 656 657 658 659 -1.445 0.615 -1.241 -2.258 0.485 0.540 -1.107 0.587 0.945 -1.230 -1.189 660 661 662 663 664 665 666 667 668 669 670 -1.493 -2.159 -1.934 0.515 0.582 0.837 0.799 0.959 0.453 0.590 -1.651 671 672 673 674 675 676 677 678 679 680 681 -1.052 0.673 -1.422 0.997 0.824 -1.139 -1.314 -1.441 0.587 -2.218 0.552 682 683 684 685 686 687 688 689 690 691 692 -1.212 0.608 0.908 -1.035 -1.581 0.545 0.540 -1.322 0.911 0.488 0.953 693 694 695 696 697 698 699 700 701 702 703 0.589 0.827 0.771 -1.240 0.440 0.468 0.577 -1.294 -1.119 0.626 0.682 704 705 706 707 708 709 710 711 712 713 714 -2.232 0.887 1.007 -1.063 0.830 0.620 0.706 -1.622 0.535 -1.914 -1.458 715 716 717 718 719 720 721 722 723 724 725 0.459 0.592 -1.719 0.809 0.668 -1.679 -1.538 0.514 0.514 0.671 0.881 726 727 728 729 730 731 732 733 734 735 736 0.643 0.868 0.496 0.890 0.566 0.508 0.735 0.539 0.518 -1.034 0.478 737 738 739 740 741 742 743 744 745 746 747 -1.874 -1.310 0.913 -1.142 0.633 0.760 0.493 0.855 -1.182 0.620 0.558 748 749 750 751 752 753 754 755 756 757 758 0.765 0.742 -1.208 0.479 -1.087 0.544 0.973 0.555 0.489 -1.024 -1.804 759 760 761 762 763 764 765 766 767 768 769 0.773 0.552 0.982 0.744 0.718 -1.094 0.723 0.713 0.753 0.504 0.748 770 771 772 773 774 775 776 777 778 779 780 0.794 0.743 0.555 -1.076 0.569 -1.201 0.527 0.802 0.561 -1.653 0.645 781 782 783 784 785 786 787 788 789 790 791 0.463 0.652 0.809 0.471 -1.008 0.527 -1.335 0.785 -1.130 0.873 0.568 792 793 794 795 796 797 798 799 800 801 802 0.604 -1.456 0.486 0.568 0.665 -2.138 0.512 0.725 0.520 0.995 0.642 803 804 805 806 807 808 809 810 811 812 813 0.820 0.821 -1.660 0.937 0.692 0.468 -1.476 -1.362 -1.140 0.576 0.795 814 815 816 817 818 819 820 821 822 823 824 0.948 0.555 0.905 0.436 0.931 0.500 -1.557 0.439 0.563 -1.247 -1.218 825 826 827 828 829 831 832 834 835 836 837 -1.145 1.006 0.696 0.435 0.510 0.474 0.504 -1.460 0.808 0.767 -1.039 838 839 840 841 842 843 844 845 846 847 848 -1.172 0.486 0.456 0.448 -1.096 0.481 0.634 0.652 -1.624 -1.039 0.891 849 850 851 852 853 854 855 856 857 858 859 0.776 0.606 0.945 0.449 0.461 0.452 -1.081 -1.569 0.544 -1.311 -1.341 860 861 862 863 864 865 866 867 868 869 870 0.584 0.947 -1.156 0.723 0.848 0.440 -1.440 0.450 0.986 0.976 -1.514 871 872 873 874 875 876 877 878 879 880 881 -1.078 0.535 0.884 0.879 0.491 0.960 -1.297 0.508 -1.429 0.449 0.531 882 883 884 885 886 887 888 889 890 891 892 -1.217 0.844 0.442 0.591 0.591 -1.680 0.932 0.692 0.447 0.464 -1.167 893 894 895 896 897 898 899 900 901 902 903 0.786 -1.065 0.675 0.733 -1.146 -1.192 0.763 0.910 0.956 -1.243 0.615 904 905 906 907 908 909 910 911 912 913 914 -1.238 0.456 0.518 -1.067 0.732 -1.143 0.694 0.680 -1.114 -1.020 -1.168 915 916 917 918 919 920 921 922 923 924 925 0.813 0.543 -1.323 0.483 -1.107 0.631 0.720 -1.191 0.519 -1.373 0.620 926 927 928 929 930 931 932 933 934 935 936 0.470 0.737 0.745 0.743 0.870 -1.026 0.815 0.787 -1.146 0.637 -1.342 937 938 939 940 941 942 943 944 945 946 947 0.593 0.463 -1.224 -1.205 0.495 0.565 0.480 -1.175 0.653 0.838 -1.077 948 949 950 951 952 953 954 955 956 957 958 -1.077 0.893 0.917 0.601 0.661 -1.727 0.490 0.596 0.631 0.476 0.806 959 960 961 962 963 964 965 966 967 968 969 0.675 0.454 0.898 -1.142 -2.088 -1.504 0.864 0.635 0.643 0.476 0.562 970 971 972 973 974 975 976 977 978 979 980 0.636 0.699 0.926 0.585 0.880 0.677 0.880 -1.102 0.718 0.819 0.568 981 982 983 984 985 986 987 988 989 990 991 -1.214 0.449 0.534 0.499 -2.067 1.001 0.979 0.799 -1.059 0.445 0.634 992 993 994 995 996 997 998 999 1000 1001 1002 0.438 0.501 0.482 0.827 -1.821 0.670 -1.498 0.632 0.588 0.957 -1.736 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 0.548 0.921 0.971 -1.103 0.481 0.500 0.487 -1.019 0.924 0.642 0.923 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 0.554 0.553 0.522 0.606 0.668 -1.440 -1.020 0.851 -1.311 0.644 0.531 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 0.710 0.571 0.657 0.519 0.472 0.708 -1.300 0.466 0.851 0.512 0.789 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 0.630 0.735 0.803 0.816 0.448 0.598 0.944 0.462 0.477 0.468 0.556 1047 1048 1049 1050 1051 1052 1053 1055 1056 1057 1058 0.573 -1.565 0.726 0.489 -1.053 -1.249 -1.132 -1.090 0.880 0.683 1.004 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 0.442 -1.088 -1.059 0.775 0.916 0.438 0.725 0.829 0.755 0.890 0.798 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1081 0.818 -1.127 -1.016 0.512 0.626 0.627 0.564 0.958 -1.497 -1.356 0.645 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 0.593 0.521 0.496 -1.052 0.491 0.450 0.462 -1.036 -1.212 -1.478 0.930 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 -1.162 -1.180 -1.174 0.985 0.833 -1.082 0.805 0.567 -1.231 -1.712 0.849 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 -0.996 0.928 0.798 -1.426 0.568 -1.009 0.450 0.516 0.468 -1.276 0.775 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 0.901 0.449 -1.198 -1.011 -1.034 0.460 0.977 0.514 0.566 0.735 -1.364 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 -2.277 -1.183 0.633 0.440 0.629 0.598 0.525 -2.033 0.975 0.475 -1.156 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 -1.360 0.672 0.746 0.568 0.549 0.784 -2.256 0.827 0.502 0.733 0.470 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 0.611 0.611 0.476 -2.262 0.576 -1.068 0.528 -1.516 -1.700 -1.307 -1.258 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1170 -1.905 -1.287 0.675 0.904 -1.701 0.525 -2.155 0.817 0.662 0.491 0.594 1171 1172 1173 1174 1175 1177 1178 1179 1180 1181 1182 0.506 0.443 0.876 0.560 -1.085 -1.250 0.764 0.879 0.643 0.519 0.491 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 -1.300 0.661 0.745 -1.417 0.544 0.999 0.971 -1.343 0.585 0.653 0.621 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 0.524 0.667 0.619 -2.061 0.477 0.457 0.496 0.512 0.506 0.467 0.553 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 0.469 -1.909 0.840 -1.012 -1.355 -2.152 -2.006 0.482 -1.794 0.454 0.741 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 0.683 0.534 0.535 -1.241 0.997 0.863 0.665 0.754 -1.045 0.567 -2.134 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 -1.432 0.493 0.540 0.743 0.610 -1.920 0.736 -1.097 -1.233 0.658 -1.612 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 -2.087 0.772 0.725 0.971 0.680 0.541 0.702 -1.455 -1.820 0.794 0.883 1249 1250 1251 1252 1253 1254 1255 1256 1258 1259 1260 0.667 -1.159 -1.288 0.984 -2.057 0.591 -1.286 0.794 0.723 0.583 0.969 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 0.672 0.524 0.471 -1.009 0.884 0.587 -2.089 0.463 0.699 -1.024 0.584 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 -1.142 0.987 -1.663 0.983 0.919 -2.214 0.450 0.610 0.926 0.568 -2.097 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 0.547 0.770 0.603 0.533 0.947 0.589 0.730 0.526 0.601 -1.004 -2.145 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 0.905 -1.058 0.844 1.003 -1.970 -1.088 0.782 0.937 0.443 0.494 0.670 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 0.807 -1.257 -1.036 -2.252 0.627 0.670 -1.745 0.642 0.676 0.627 0.500 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 0.963 0.518 0.758 0.829 0.689 0.625 0.830 0.867 0.566 0.454 -1.435 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 -1.211 -1.164 -1.967 -1.789 0.703 0.941 0.842 -1.154 -1.475 0.743 0.560 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 -1.532 0.719 0.799 -1.601 -1.024 0.725 -1.437 0.562 0.479 0.437 -0.992 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 0.527 0.541 0.719 -2.028 0.796 -1.602 -2.115 0.674 -1.810 0.465 0.603 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 -1.518 -1.254 -0.994 0.445 0.531 0.598 0.476 -1.262 0.516 -1.112 0.568 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 0.497 0.575 -1.786 -1.690 -2.242 0.560 -2.058 0.469 0.946 0.916 0.526 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 0.671 0.869 0.578 0.636 0.516 0.779 -1.069 -1.451 0.816 0.609 1.005 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 0.513 -1.627 0.571 0.742 -1.337 0.824 -1.243 0.702 -1.735 -2.091 0.452 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 0.466 0.471 0.754 -1.584 0.918 -1.207 -1.114 0.513 -1.948 0.847 0.899 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 0.560 0.599 0.600 0.489 -1.173 -1.815 -1.109 0.747 0.771 -1.518 -1.406 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 0.467 0.463 0.608 -1.553 -1.046 0.720 0.441 0.859 0.748 0.489 -1.167 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 -1.587 0.710 0.817 0.556 0.605 0.448 -1.145 0.596 -1.297 0.540 0.755 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 -1.012 0.853 -1.401 0.802 0.618 0.497 0.446 0.655 -1.311 0.987 0.664 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 0.833 0.532 0.596 -1.543 -1.726 0.482 0.955 0.597 0.659 0.490 -1.218 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 -1.114 -1.333 0.567 -1.161 0.488 0.545 0.517 0.830 0.655 0.761 0.499 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 0.637 -2.032 -2.279 0.667 0.689 0.922 -1.051 -2.293 0.544 0.507 0.513 1492 1493 1494 1495 1496 1497 1498 1499 1500 0.620 -1.987 0.606 0.840 0.860 -1.234 0.643 0.855 -1.434 > !isTRUE( all.equal( + residuals( testTobit5TwoStep, part = "selection", type = "pearson" ), + residuals( testTobit5Ml, part = "selection", type = "pearson" ) ) ) [1] TRUE > print( residuals( testTobit5Ml, part = "selection", type = "response" ) ) 1 2 3 4 5 6 7 8 9 10 11 0.172 0.158 0.411 0.447 -0.523 0.231 0.390 0.236 0.497 -0.566 0.241 12 13 14 16 17 18 19 20 21 23 24 -0.771 0.171 0.235 0.388 0.165 -0.536 0.375 -0.552 0.227 -0.536 0.200 25 26 27 28 29 30 31 32 33 34 35 0.367 0.432 0.327 0.332 0.436 0.215 0.254 0.210 -0.675 -0.732 -0.647 36 37 38 39 40 41 42 43 44 45 46 0.187 0.267 0.168 0.274 0.296 0.285 0.175 -0.553 0.332 0.295 -0.704 47 48 49 50 51 52 53 54 55 56 57 -0.541 0.309 -0.748 -0.665 0.499 -0.708 0.158 0.493 0.273 0.437 0.478 58 59 60 61 62 63 64 65 66 67 68 0.358 0.310 0.501 -0.499 -0.671 0.269 0.164 -0.501 0.258 0.370 0.344 69 70 71 72 73 74 75 76 78 79 80 -0.673 0.209 0.364 0.196 -0.577 -0.782 -0.775 0.491 -0.546 0.483 0.309 81 82 83 84 85 86 87 88 89 90 91 0.322 0.254 -0.546 0.440 0.411 0.181 0.209 0.314 0.484 -0.677 0.231 92 93 94 95 96 97 98 99 100 101 102 0.219 -0.601 0.218 0.298 -0.792 0.178 0.466 0.292 0.492 0.416 0.358 103 105 106 107 108 109 110 111 112 113 114 0.206 -0.599 0.231 0.178 0.241 0.189 0.251 -0.748 0.278 0.270 0.200 115 116 117 118 119 120 121 122 123 124 125 -0.651 0.213 0.490 0.265 0.182 -0.615 -0.702 0.234 0.415 -0.613 -0.620 126 127 128 129 130 131 132 133 134 135 136 0.325 0.439 0.166 0.305 -0.766 0.419 0.188 0.503 0.291 -0.666 -0.609 137 138 139 140 141 142 143 144 145 146 147 0.490 0.198 0.342 0.248 0.430 -0.600 -0.767 -0.722 -0.691 0.195 0.177 148 149 150 151 152 153 154 155 156 157 158 0.255 -0.674 0.239 0.488 -0.806 -0.690 0.467 0.197 0.245 0.332 -0.723 159 160 161 162 163 164 165 166 167 168 169 0.240 0.500 -0.684 0.326 -0.733 0.384 0.247 -0.825 0.353 -0.682 0.426 170 171 172 173 174 175 176 177 178 179 180 0.279 -0.519 0.188 0.403 0.350 0.238 -0.815 0.165 0.395 0.291 0.481 181 182 183 184 185 186 187 188 189 190 191 -0.522 0.226 -0.768 0.482 -0.546 -0.577 -0.668 0.158 0.256 0.391 0.242 192 193 194 195 196 197 198 199 200 201 202 0.183 0.282 -0.783 0.356 0.264 0.417 0.202 -0.799 0.373 0.398 0.293 203 204 205 206 207 208 209 210 211 212 213 -0.527 0.450 0.292 0.165 -0.609 0.371 0.295 0.331 -0.809 -0.709 0.298 214 215 216 217 218 219 220 221 222 223 224 0.187 0.289 -0.523 -0.600 0.291 -0.788 0.446 0.314 -0.761 0.171 0.203 225 226 227 228 230 231 232 233 234 235 236 -0.648 -0.625 0.181 -0.519 0.182 0.424 0.201 -0.735 0.282 -0.525 -0.609 237 238 239 240 241 242 243 244 245 246 247 0.186 0.439 -0.666 0.224 0.357 -0.568 -0.751 -0.633 -0.629 0.171 0.238 248 249 250 251 252 253 254 255 256 257 258 0.305 -0.749 0.361 -0.766 -0.558 0.225 -0.530 -0.562 0.162 0.174 -0.523 259 260 261 262 263 264 265 266 267 268 269 0.298 0.482 0.354 0.437 0.289 0.228 0.480 -0.666 -0.655 -0.804 -0.616 270 271 272 273 274 275 276 277 278 279 280 0.176 0.159 -0.726 0.168 0.263 0.257 0.164 -0.633 0.225 0.218 -0.610 281 282 283 284 285 286 287 288 289 290 291 0.329 0.288 0.263 0.238 -0.539 -0.642 0.159 0.334 0.175 -0.526 0.282 292 293 294 295 296 297 298 299 300 301 302 0.240 0.315 -0.544 0.427 0.488 -0.688 0.369 0.330 0.231 -0.697 -0.647 303 304 305 306 307 308 309 310 311 312 313 0.247 -0.718 -0.758 -0.555 0.163 0.368 0.260 0.461 0.271 -0.568 -0.631 314 315 316 317 318 319 320 321 322 323 324 -0.692 0.283 0.173 0.438 0.285 0.393 0.279 -0.795 0.314 0.381 0.481 325 326 327 328 329 330 331 332 333 334 335 -0.699 -0.684 0.362 0.393 0.293 0.180 -0.599 0.497 -0.797 0.484 -0.724 336 337 338 339 340 341 342 343 344 345 346 -0.838 -0.715 -0.767 0.443 -0.623 0.242 0.195 -0.646 0.394 0.160 0.450 347 348 349 350 351 352 353 354 355 356 357 0.163 0.260 0.274 0.439 0.446 0.222 0.217 -0.583 0.237 -0.613 -0.604 358 359 360 361 362 363 364 365 366 367 368 0.182 0.174 -0.674 0.373 0.347 0.436 0.420 0.203 -0.634 0.275 0.327 369 370 371 372 373 374 375 376 377 378 379 0.466 0.184 0.399 0.238 -0.596 -0.816 -0.566 -0.679 0.213 -0.632 0.317 380 381 382 383 384 385 386 387 388 389 390 0.400 0.161 0.332 -0.768 -0.752 0.181 -0.777 0.196 0.402 -0.674 -0.784 391 392 393 394 395 396 397 398 399 400 401 0.277 0.160 0.176 0.187 0.285 0.178 0.388 -0.599 -0.765 -0.562 -0.684 402 403 404 405 406 407 408 409 410 411 412 -0.838 0.237 0.273 0.224 0.487 0.185 0.221 0.319 0.184 0.343 -0.779 413 414 415 416 417 418 419 420 421 422 423 0.172 -0.778 -0.742 0.177 -0.604 0.167 -0.669 0.399 -0.640 0.182 0.386 424 425 426 427 428 429 430 431 432 433 434 0.418 0.483 0.173 0.199 0.270 0.485 0.396 0.223 0.178 -0.513 0.267 435 436 437 438 439 440 441 442 443 444 445 -0.506 0.158 -0.568 0.256 0.254 0.205 0.189 -0.529 0.202 -0.660 -0.523 446 447 448 449 450 451 452 453 454 455 456 -0.538 0.232 0.277 0.297 -0.515 -0.731 0.230 -0.543 -0.641 -0.550 -0.615 457 458 459 460 461 462 463 464 465 466 467 0.181 0.458 0.287 0.501 -0.785 0.209 -0.694 -0.683 0.345 0.294 0.501 468 469 470 471 472 473 474 475 476 477 478 0.434 0.184 -0.698 0.164 0.210 0.170 0.390 0.268 0.213 0.174 0.300 479 480 481 482 483 484 485 486 487 488 489 0.202 0.211 -0.745 0.158 0.198 0.188 0.316 0.466 0.493 0.500 0.204 490 491 492 493 494 495 496 497 498 499 500 0.487 -0.796 -0.533 0.193 -0.505 0.484 0.170 -0.588 0.266 0.331 0.275 501 502 503 504 505 506 507 508 509 510 511 0.165 0.159 0.395 -0.611 -0.576 0.425 0.160 0.168 -0.693 0.409 0.303 512 513 514 515 516 517 518 519 520 521 522 0.282 0.416 0.415 -0.796 0.360 0.177 0.376 0.456 -0.581 0.289 0.345 523 524 525 526 527 528 529 530 531 532 533 0.214 -0.680 0.190 0.433 0.382 0.348 0.502 0.183 -0.663 0.496 0.264 534 535 536 537 538 539 540 541 542 543 544 0.402 0.214 0.458 0.476 -0.577 0.387 -0.651 0.363 -0.497 0.383 0.298 545 546 547 548 549 550 551 552 553 554 555 0.193 0.400 -0.534 0.470 0.401 0.469 -0.543 -0.571 -0.524 0.369 0.194 556 557 558 559 560 561 562 563 564 565 566 -0.783 0.393 0.234 -0.737 0.441 0.442 0.440 -0.816 -0.612 0.497 -0.516 567 568 569 570 571 572 574 575 576 577 579 0.277 -0.593 -0.617 -0.787 0.226 0.278 -0.735 0.193 0.275 0.424 0.451 580 581 582 583 584 585 586 587 588 589 590 -0.569 0.214 0.409 0.194 0.339 -0.743 0.281 -0.625 0.334 0.339 0.301 591 592 593 594 595 596 598 600 601 602 603 -0.666 0.430 -0.524 -0.834 -0.706 0.227 -0.752 0.390 0.453 0.244 0.188 604 605 606 607 608 609 610 611 612 613 614 0.165 0.377 0.486 0.170 0.346 0.357 0.375 -0.712 0.467 0.219 0.341 615 616 617 618 619 620 621 622 623 624 625 0.204 0.359 0.188 0.406 -0.724 -0.641 0.228 -0.500 0.176 0.191 -0.738 626 627 628 629 630 631 632 633 634 635 636 -0.614 0.174 0.254 0.268 0.288 -0.567 -0.698 0.238 0.176 0.477 -0.591 638 639 640 641 642 643 644 645 646 647 648 -0.628 -0.542 0.173 0.357 0.240 -0.774 -0.655 0.413 0.395 0.475 0.180 649 650 651 652 653 654 655 656 657 658 659 -0.676 0.274 -0.606 -0.836 0.190 0.226 -0.551 0.256 0.472 -0.602 -0.586 660 661 662 663 664 665 666 667 668 669 670 -0.690 -0.823 -0.789 0.209 0.253 0.412 0.390 0.479 0.170 0.258 -0.731 671 672 673 674 675 676 677 678 679 680 681 -0.525 0.311 -0.669 0.499 0.404 -0.565 -0.633 -0.675 0.256 -0.831 0.233 682 683 684 685 686 687 688 689 690 691 692 -0.595 0.270 0.452 -0.517 -0.714 0.229 0.226 -0.636 0.453 0.192 0.476 693 694 695 696 697 698 699 700 701 702 703 0.258 0.406 0.373 -0.606 0.162 0.179 0.250 -0.626 -0.556 0.282 0.318 704 705 706 707 708 709 710 711 712 713 714 -0.833 0.441 0.503 -0.531 0.408 0.278 0.333 -0.725 0.222 -0.786 -0.680 715 716 717 718 719 720 721 722 723 724 725 0.174 0.259 -0.747 0.396 0.308 -0.738 -0.703 0.209 0.209 0.310 0.437 726 727 728 729 730 731 732 733 734 735 736 0.293 0.430 0.198 0.442 0.242 0.205 0.351 0.225 0.211 -0.517 0.186 737 738 739 740 741 742 743 744 745 746 747 -0.778 -0.632 0.454 -0.566 0.286 0.366 0.196 0.422 -0.583 0.278 0.237 748 749 750 751 752 753 754 755 756 757 758 0.369 0.355 -0.594 0.186 -0.541 0.229 0.486 0.235 0.193 -0.512 -0.765 759 760 761 762 763 764 765 766 767 768 769 0.374 0.233 0.491 0.357 0.340 -0.545 0.343 0.337 0.362 0.202 0.359 770 771 772 773 774 775 776 777 778 779 780 0.387 0.356 0.236 -0.537 0.244 -0.591 0.217 0.391 0.240 -0.732 0.294 781 782 783 784 785 786 787 788 789 790 791 0.176 0.298 0.395 0.181 -0.504 0.217 -0.641 0.381 -0.561 0.433 0.244 792 793 794 795 796 797 798 799 800 801 802 0.267 -0.679 0.191 0.244 0.307 -0.821 0.208 0.344 0.213 0.497 0.292 803 804 805 806 807 808 809 810 811 812 813 0.402 0.402 -0.734 0.467 0.324 0.179 -0.685 -0.650 -0.565 0.249 0.387 814 815 816 817 818 819 820 821 822 823 824 0.473 0.236 0.450 0.159 0.464 0.200 -0.708 0.161 0.241 -0.609 -0.598 825 826 827 828 829 831 832 834 835 836 837 -0.567 0.503 0.326 0.159 0.206 0.183 0.203 -0.681 0.395 0.370 -0.519 838 839 840 841 842 843 844 845 846 847 848 -0.579 0.191 0.172 0.167 -0.546 0.188 0.286 0.298 -0.725 -0.519 0.443 849 850 851 852 853 854 855 856 857 858 859 0.376 0.269 0.472 0.168 0.175 0.170 -0.539 -0.711 0.228 -0.632 -0.643 860 861 862 863 864 865 866 867 868 869 870 0.254 0.473 -0.572 0.343 0.419 0.162 -0.675 0.168 0.493 0.488 -0.696 871 872 873 874 875 876 877 878 879 880 881 -0.537 0.222 0.439 0.436 0.195 0.480 -0.627 0.205 -0.671 0.168 0.220 882 883 884 885 886 887 888 889 890 891 892 -0.597 0.416 0.163 0.259 0.259 -0.738 0.465 0.324 0.166 0.177 -0.577 893 894 895 896 897 898 899 900 901 902 903 0.382 -0.531 0.313 0.350 -0.568 -0.587 0.368 0.453 0.478 -0.607 0.274 904 905 906 907 908 909 910 911 912 913 914 -0.605 0.172 0.211 -0.532 0.349 -0.566 0.325 0.316 -0.554 -0.510 -0.577 915 916 917 918 919 920 921 922 923 924 925 0.398 0.228 -0.636 0.189 -0.551 0.285 0.342 -0.587 0.212 -0.653 0.277 926 927 928 929 930 931 932 933 934 935 936 0.181 0.352 0.357 0.356 0.431 -0.513 0.399 0.382 -0.568 0.289 -0.643 937 938 939 940 941 942 943 944 945 946 947 0.260 0.177 -0.600 -0.592 0.197 0.242 0.187 -0.580 0.299 0.412 -0.537 948 949 950 951 952 953 954 955 956 957 958 -0.537 0.444 0.457 0.266 0.304 -0.749 0.194 0.262 0.285 0.184 0.394 959 960 961 962 963 964 965 966 967 968 969 0.313 0.171 0.447 -0.566 -0.813 -0.693 0.427 0.288 0.293 0.185 0.240 970 971 972 973 974 975 976 977 978 979 980 0.288 0.328 0.461 0.255 0.436 0.314 0.436 -0.548 0.340 0.401 0.244 981 982 983 984 985 986 987 988 989 990 991 -0.596 0.168 0.222 0.199 -0.810 0.500 0.490 0.390 -0.528 0.165 0.287 992 993 994 995 996 997 998 999 1000 1001 1002 0.161 0.201 0.188 0.406 -0.768 0.310 -0.692 0.285 0.257 0.478 -0.751 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 0.231 0.459 0.485 -0.549 0.188 0.200 0.192 -0.509 0.460 0.292 0.460 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 0.235 0.234 0.214 0.269 0.308 -0.675 -0.510 0.420 -0.632 0.293 0.220 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 0.335 0.246 0.302 0.212 0.182 0.334 -0.628 0.178 0.420 0.207 0.384 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 1046 0.284 0.351 0.392 0.400 0.167 0.263 0.471 0.176 0.185 0.180 0.236 1047 1048 1049 1050 1051 1052 1053 1055 1056 1057 1058 0.247 -0.710 0.345 0.193 -0.526 -0.609 -0.562 -0.543 0.437 0.318 0.502 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 1069 0.164 -0.542 -0.529 0.375 0.456 0.161 0.345 0.407 0.363 0.442 0.389 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 1081 0.401 -0.560 -0.508 0.208 0.282 0.282 0.241 0.478 -0.691 -0.648 0.294 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 0.260 0.214 0.198 -0.525 0.194 0.168 0.176 -0.518 -0.595 -0.686 0.464 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 -0.574 -0.582 -0.579 0.493 0.410 -0.539 0.393 0.243 -0.603 -0.746 0.419 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114 -0.498 0.463 0.389 -0.670 0.244 -0.504 0.168 0.210 0.180 -0.619 0.375 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 0.448 0.168 -0.589 -0.505 -0.517 0.174 0.488 0.209 0.243 0.351 -0.650 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 1136 -0.838 -0.583 0.286 0.162 0.283 0.264 0.216 -0.805 0.487 0.184 -0.572 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 -0.649 0.311 0.357 0.244 0.231 0.381 -0.836 0.406 0.201 0.350 0.181 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158 0.272 0.272 0.185 -0.837 0.249 -0.533 0.218 -0.697 -0.743 -0.631 -0.613 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1170 -0.784 -0.623 0.313 0.450 -0.743 0.216 -0.823 0.400 0.305 0.194 0.261 1171 1172 1173 1174 1175 1177 1178 1179 1180 1181 1182 0.204 0.164 0.434 0.239 -0.541 -0.610 0.368 0.436 0.293 0.212 0.194 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 -0.628 0.304 0.357 -0.668 0.228 0.500 0.485 -0.643 0.255 0.299 0.278 1194 1195 1196 1197 1198 1199 1200 1201 1202 1203 1204 0.215 0.308 0.277 -0.809 0.185 0.173 0.197 0.208 0.204 0.179 0.234 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 0.180 -0.785 0.414 -0.506 -0.647 -0.822 -0.801 0.189 -0.763 0.171 0.354 1216 1217 1218 1219 1220 1221 1222 1223 1224 1225 1226 0.318 0.222 0.222 -0.606 0.499 0.427 0.306 0.362 -0.522 0.243 -0.820 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 1237 -0.672 0.195 0.226 0.356 0.271 -0.787 0.351 -0.546 -0.603 0.302 -0.722 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 -0.813 0.373 0.344 0.485 0.316 0.227 0.330 -0.679 -0.768 0.387 0.438 1249 1250 1251 1252 1253 1254 1255 1256 1258 1259 1260 0.308 -0.573 -0.624 0.492 -0.809 0.259 -0.623 0.387 0.343 0.253 0.484 1261 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 0.311 0.216 0.181 -0.504 0.438 0.256 -0.814 0.176 0.328 -0.512 0.254 1272 1273 1274 1275 1276 1277 1278 1279 1280 1281 1282 -0.566 0.493 -0.734 0.491 0.458 -0.831 0.168 0.271 0.462 0.244 -0.815 1283 1284 1285 1286 1287 1288 1289 1290 1291 1292 1293 0.230 0.372 0.267 0.222 0.473 0.258 0.348 0.217 0.266 -0.502 -0.821 1294 1295 1296 1297 1298 1299 1300 1301 1302 1303 1304 0.450 -0.528 0.416 0.501 -0.795 -0.542 0.379 0.467 0.164 0.196 0.310 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 0.394 -0.613 -0.518 -0.835 0.282 0.310 -0.753 0.292 0.313 0.282 0.200 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 0.481 0.211 0.365 0.408 0.322 0.281 0.408 0.429 0.243 0.171 -0.673 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 -0.595 -0.575 -0.795 -0.762 0.331 0.470 0.415 -0.571 -0.685 0.356 0.239 1338 1339 1340 1341 1342 1343 1344 1345 1346 1347 1348 -0.701 0.341 0.390 -0.719 -0.512 0.344 -0.674 0.240 0.187 0.160 -0.496 1349 1350 1351 1352 1353 1354 1355 1356 1357 1358 1359 0.217 0.226 0.341 -0.804 0.388 -0.720 -0.817 0.312 -0.766 0.178 0.266 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370 -0.697 -0.611 -0.497 0.165 0.220 0.263 0.185 -0.614 0.210 -0.553 0.244 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 1381 0.198 0.249 -0.761 -0.741 -0.834 0.238 -0.809 0.181 0.472 0.456 0.217 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 0.310 0.430 0.251 0.288 0.210 0.378 -0.533 -0.678 0.400 0.271 0.503 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 0.208 -0.726 0.246 0.355 -0.641 0.404 -0.607 0.330 -0.751 -0.814 0.170 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 0.178 0.182 0.363 -0.715 0.457 -0.593 -0.554 0.209 -0.791 0.418 0.447 1415 1416 1417 1418 1419 1420 1421 1422 1423 1424 1425 0.239 0.264 0.265 0.193 -0.579 -0.767 -0.552 0.358 0.373 -0.697 -0.664 1426 1427 1428 1429 1430 1431 1432 1433 1434 1435 1436 0.179 0.176 0.270 -0.707 -0.523 0.342 0.163 0.425 0.358 0.193 -0.577 1437 1438 1439 1440 1441 1442 1443 1444 1445 1446 1447 -0.716 0.335 0.400 0.236 0.268 0.167 -0.567 0.262 -0.627 0.226 0.363 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 -0.506 0.421 -0.662 0.391 0.277 0.198 0.166 0.300 -0.632 0.493 0.306 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 0.409 0.220 0.262 -0.704 -0.749 0.188 0.477 0.263 0.303 0.194 -0.598 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 -0.554 -0.640 0.243 -0.574 0.193 0.229 0.211 0.408 0.300 0.367 0.199 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 0.289 -0.805 -0.839 0.308 0.322 0.459 -0.525 -0.840 0.228 0.204 0.208 1492 1493 1494 1495 1496 1497 1498 1499 1500 0.278 -0.798 0.268 0.414 0.425 -0.604 0.293 0.422 -0.673 > !isTRUE( all.equal( + residuals( testTobit5TwoStep, part = "selection", type = "response" ), + residuals( testTobit5Ml, part = "selection", type = "response" ) ) ) [1] TRUE > all.equal( residuals( testTobit5Ml, part = "selection", type = "response" ), + t5Dat$ys[ t5Samp ] - fitted( testTobit5Ml, part = "selection" ) ) [1] TRUE > all.equal( residuals( testTobit5TwoStep, part = "selection" ), + residuals( testTobit5TwoStep, part = "selection", type = "deviance" ) ) [1] TRUE > round( predict( testTobit5Ml, newdata = t5Dat, type = "link" ), 3 ) 1 2 3 4 5 6 7 8 9 10 11 0.945 1.002 0.226 0.134 0.057 0.734 0.280 0.721 0.008 0.166 0.703 12 13 14 15 16 17 18 19 20 21 22 0.742 0.952 0.723 NA 0.285 0.975 0.089 0.319 0.131 0.750 0.466 23 24 25 26 27 28 29 30 31 32 33 0.091 0.842 0.341 0.170 0.450 0.436 0.161 0.788 0.662 0.807 0.454 34 35 36 37 38 39 40 41 42 43 44 0.620 0.378 0.890 0.621 0.961 0.600 0.536 0.569 0.935 0.133 0.435 45 46 47 48 49 50 51 52 53 54 55 0.540 0.536 0.104 0.498 0.667 0.425 0.003 0.549 1.002 0.017 0.604 56 57 58 59 60 61 62 63 64 65 66 0.158 0.055 0.363 0.495 -0.003 -0.003 0.442 0.617 0.977 0.001 0.649 67 68 69 70 71 72 73 74 75 76 77 0.332 0.403 0.448 0.811 0.347 0.855 0.193 0.780 0.754 0.022 0.797 78 79 80 81 82 83 84 85 86 87 88 0.115 0.043 0.498 0.461 0.662 0.116 0.151 0.225 0.911 0.809 0.485 89 90 91 92 93 94 95 96 97 98 99 0.041 0.460 0.736 0.774 0.256 0.778 0.531 0.813 0.922 0.085 0.549 100 101 102 103 104 105 106 107 108 109 110 0.019 0.211 0.364 0.820 NA 0.252 0.736 0.923 0.702 0.881 0.672 111 112 113 114 115 116 117 118 119 120 121 0.668 0.590 0.614 0.841 0.387 0.795 0.025 0.629 0.906 0.293 0.529 122 123 124 125 126 127 128 129 130 131 132 0.724 0.214 0.287 0.306 0.454 0.154 0.971 0.509 0.726 0.204 0.883 133 134 135 136 137 138 139 140 141 142 143 -0.008 0.550 0.429 0.276 0.025 0.849 0.407 0.679 0.176 0.253 0.730 144 145 146 147 148 149 150 151 152 153 154 0.590 0.500 0.861 0.927 0.658 0.451 0.710 0.030 0.862 0.497 0.082 155 156 157 158 159 160 161 162 163 164 165 0.854 0.690 0.434 0.591 0.706 0.000 0.478 0.452 0.623 0.295 0.683 166 167 168 169 170 171 172 173 174 175 176 0.933 0.376 0.472 0.187 0.585 0.048 0.885 0.246 0.385 0.714 0.898 177 178 179 180 181 182 183 184 185 186 187 0.975 0.265 0.551 0.048 0.054 0.751 0.733 0.046 0.115 0.194 0.435 188 189 190 191 192 193 194 195 196 197 198 1.002 0.656 0.277 0.700 0.903 0.578 0.781 0.368 0.632 0.211 0.836 199 200 201 202 203 204 205 206 207 208 209 0.840 0.324 0.260 0.545 0.068 0.125 0.547 0.973 0.276 0.330 0.538 210 211 212 213 214 215 216 217 218 219 220 0.438 0.873 0.552 0.531 0.887 0.556 0.057 0.252 0.549 0.799 0.137 221 222 223 224 225 226 227 228 229 230 231 0.484 0.708 0.949 0.830 0.379 0.318 0.911 0.047 0.106 0.908 0.191 232 233 234 235 236 237 238 239 240 241 242 0.838 0.628 0.578 0.063 0.277 0.893 0.154 0.429 0.757 0.367 0.172 243 244 245 246 247 248 249 250 251 252 253 0.677 0.339 0.330 0.951 0.713 0.511 0.670 0.355 0.725 0.146 0.754 254 255 256 257 258 259 260 261 262 263 264 0.076 0.157 0.986 0.940 0.056 0.530 0.046 0.374 0.159 0.557 0.745 265 266 267 268 269 270 271 272 273 274 275 0.050 0.429 0.399 0.854 0.295 0.930 0.999 0.602 0.963 0.634 0.653 276 277 278 279 280 281 282 283 284 285 286 0.978 0.341 0.756 0.778 0.281 0.444 0.559 0.635 0.713 0.098 0.363 287 288 289 290 291 292 293 294 295 296 297 0.999 0.429 0.934 0.064 0.576 0.707 0.481 0.111 0.184 0.030 0.489 298 299 300 301 302 303 304 305 306 307 308 0.334 0.440 0.737 0.516 0.376 0.684 0.578 0.701 0.140 0.982 0.336 309 310 311 312 313 314 315 316 317 318 319 0.642 0.099 0.609 0.171 0.334 0.501 0.573 0.943 0.156 0.567 0.271 320 321 322 323 324 325 326 327 328 329 330 0.587 0.826 0.484 0.303 0.048 0.521 0.479 0.353 0.273 0.546 0.916 331 332 333 334 335 336 337 338 339 340 341 0.250 0.007 0.830 0.040 0.594 0.986 0.568 0.729 0.144 0.313 0.700 342 343 344 345 346 347 348 349 350 351 352 0.858 0.374 0.269 0.994 0.126 0.983 0.642 0.600 0.154 0.136 0.764 353 354 355 356 357 358 359 360 361 362 363 0.784 0.210 0.716 0.287 0.265 0.907 0.939 0.450 0.324 0.395 0.162 364 365 366 367 368 369 370 371 372 373 374 0.202 0.830 0.342 0.598 0.449 0.084 0.900 0.257 0.712 0.243 0.900 375 376 377 378 379 380 381 382 383 384 385 0.167 0.465 0.798 0.336 0.476 0.254 0.991 0.435 0.732 0.681 0.912 386 387 388 389 390 391 392 393 394 395 396 0.763 0.857 0.248 0.451 0.787 0.591 0.993 0.932 0.889 0.568 0.924 397 398 399 400 401 402 403 404 405 406 407 0.284 0.250 0.722 0.155 0.479 0.986 0.716 0.602 0.758 0.033 0.896 408 409 410 411 412 413 414 415 416 417 418 0.768 0.469 0.901 0.403 0.769 0.946 0.767 0.651 0.928 0.264 0.965 419 420 421 422 423 424 425 426 427 428 429 0.438 0.256 0.358 0.907 0.289 0.207 0.043 0.941 0.843 0.612 0.039 430 431 432 433 434 435 436 437 438 439 440 0.264 0.762 0.922 0.033 0.623 0.016 1.002 0.170 0.655 0.661 0.823 441 442 443 444 445 446 447 448 449 450 451 0.880 0.073 0.833 0.413 0.057 0.096 0.732 0.593 0.533 0.039 0.615 452 453 454 455 456 457 458 459 460 461 462 0.740 0.109 0.362 0.127 0.291 0.912 0.104 0.563 -0.002 0.790 0.810 463 464 465 466 467 468 469 470 471 472 473 0.507 0.476 0.399 0.542 -0.002 0.166 0.901 0.517 0.978 0.808 0.954 474 475 476 477 478 479 480 481 482 483 484 0.279 0.618 0.797 0.940 0.525 0.835 0.802 0.658 1.001 0.849 0.883 485 486 487 488 489 490 491 492 493 494 495 0.480 0.086 0.018 -0.001 0.826 0.033 0.826 0.083 0.867 0.013 0.041 496 497 498 499 500 501 502 503 504 505 506 0.954 0.221 0.626 0.436 0.599 0.974 1.000 0.267 0.281 0.193 0.189 507 508 509 510 511 512 513 514 515 516 517 0.996 0.960 0.504 0.230 0.515 0.577 0.211 0.216 0.828 0.359 0.928 518 519 520 521 522 523 524 525 526 527 528 0.316 0.112 0.203 0.558 0.399 0.792 0.468 0.877 0.168 0.300 0.392 529 530 531 532 533 534 535 536 537 538 539 -0.005 0.902 0.421 0.011 0.632 0.247 0.792 0.106 0.060 0.193 0.288 540 541 542 543 544 545 546 547 548 549 550 0.387 0.349 -0.007 0.299 0.529 0.867 0.253 0.085 0.075 0.251 0.077 551 552 553 554 555 556 557 558 559 560 561 0.109 0.179 0.060 0.334 0.864 0.784 0.271 0.724 0.633 0.148 0.145 562 563 564 565 566 567 568 569 570 571 572 0.151 0.899 0.284 0.008 0.040 0.592 0.235 0.299 0.797 0.752 0.588 573 574 575 576 577 578 579 580 581 582 583 0.128 0.627 0.868 0.597 0.191 NA 0.123 0.174 0.791 0.229 0.864 584 585 586 587 588 589 590 591 592 593 594 0.416 0.652 0.578 0.318 0.428 0.414 0.521 0.429 0.175 0.061 0.970 595 596 597 598 599 600 601 602 603 604 605 0.541 0.750 0.553 0.681 0.244 0.279 0.118 0.694 0.884 0.974 0.312 606 607 608 609 610 611 612 613 614 615 616 0.036 0.955 0.396 0.367 0.319 0.559 0.082 0.777 0.409 0.826 0.361 617 618 619 620 621 622 623 624 625 626 627 0.887 0.239 0.594 0.361 0.747 0.001 0.929 0.873 0.638 0.289 0.940 628 629 630 631 632 633 634 635 636 637 638 0.663 0.618 0.560 0.169 0.519 0.713 0.930 0.058 0.230 NA 0.327 639 640 641 642 643 644 645 646 647 648 649 0.105 0.944 0.368 0.707 0.753 0.400 0.221 0.267 0.064 0.914 0.457 650 651 652 653 654 655 656 657 658 659 660 0.600 0.270 0.978 0.877 0.753 0.128 0.655 0.071 0.259 0.217 0.496 661 662 663 664 665 666 667 668 669 670 671 0.929 0.803 0.809 0.664 0.223 0.280 0.052 0.954 0.650 0.617 0.064 672 673 674 675 676 677 678 679 680 681 682 0.492 0.437 0.004 0.242 0.163 0.341 0.453 0.655 0.958 0.728 0.241 683 684 685 686 687 688 689 690 691 692 693 0.613 0.120 0.043 0.566 0.741 0.752 0.348 0.117 0.870 0.060 0.650 694 695 696 697 698 699 700 701 702 703 704 0.238 0.325 0.268 0.985 0.917 0.674 0.321 0.141 0.578 0.475 0.966 705 706 707 708 709 710 711 712 713 714 715 0.150 -0.008 0.077 0.232 0.589 0.432 0.596 0.764 0.791 0.468 0.939 716 717 718 719 720 721 722 723 724 725 726 0.646 0.666 0.264 0.500 0.638 0.533 0.809 0.809 0.495 0.158 0.546 727 728 729 730 731 732 733 734 735 736 737 0.178 0.850 0.146 0.698 0.824 0.383 0.755 0.801 0.042 0.892 0.767 738 739 740 741 742 743 744 745 746 747 748 0.337 0.115 0.166 0.565 0.341 0.857 0.196 0.209 0.590 0.714 0.335 749 750 751 752 753 754 755 756 757 758 759 0.371 0.237 0.891 0.104 0.744 0.035 0.722 0.867 0.030 0.722 0.322 760 761 762 763 764 765 766 767 768 769 770 0.728 0.022 0.368 0.412 0.113 0.403 0.421 0.353 0.833 0.361 0.288 771 772 773 774 775 776 777 778 779 780 781 0.370 0.721 0.092 0.692 0.229 0.782 0.276 0.708 0.619 0.543 0.929 782 783 784 785 786 787 788 789 790 791 792 0.529 0.265 0.910 0.010 0.781 0.360 0.302 0.153 0.169 0.694 0.621 793 794 795 796 797 798 799 800 801 802 803 0.466 0.873 0.694 0.505 0.917 0.815 0.401 0.796 0.007 0.547 0.248 804 805 806 807 808 809 810 811 812 813 814 0.247 0.624 0.082 0.458 0.918 0.482 0.384 0.164 0.678 0.287 0.067 815 816 817 818 819 820 821 822 823 824 825 0.721 0.125 0.997 0.089 0.841 0.547 0.988 0.705 0.276 0.247 0.170 826 827 828 829 830 831 832 833 834 835 836 -0.008 0.451 0.998 0.819 0.057 0.903 0.832 0.014 0.470 0.266 0.331 837 838 839 840 841 842 843 844 845 846 847 0.048 0.198 0.873 0.945 0.965 0.115 0.885 0.564 0.530 0.598 0.048 848 849 850 851 852 853 854 855 856 857 858 0.144 0.317 0.617 0.071 0.962 0.933 0.956 0.098 0.556 0.744 0.337 859 860 861 862 863 864 865 866 867 868 869 0.366 0.662 0.069 0.182 0.404 0.206 0.985 0.452 0.960 0.017 0.031 870 871 872 873 874 875 876 877 878 879 880 0.514 0.094 0.764 0.154 0.161 0.861 0.051 0.324 0.825 0.443 0.964 881 882 883 884 885 886 887 888 889 890 891 0.772 0.245 0.213 0.980 0.647 0.646 0.638 0.088 0.457 0.969 0.926 892 893 894 895 896 897 898 899 900 901 902 0.194 0.300 0.079 0.487 0.386 0.171 0.219 0.337 0.118 0.056 0.271 903 904 905 906 907 908 909 910 911 912 913 0.600 0.267 0.946 0.802 0.081 0.389 0.167 0.454 0.479 0.135 0.025 914 915 916 917 918 919 920 921 922 923 924 0.195 0.258 0.746 0.349 0.881 0.127 0.569 0.408 0.219 0.800 0.395 925 926 927 928 929 930 931 932 933 934 935 0.591 0.911 0.380 0.367 0.370 0.175 0.032 0.255 0.299 0.171 0.557 936 937 938 939 940 941 942 943 944 945 946 0.367 0.643 0.928 0.253 0.233 0.852 0.700 0.888 0.202 0.527 0.221 947 948 949 950 951 952 953 954 955 956 957 0.093 0.093 0.142 0.108 0.626 0.513 0.671 0.865 0.636 0.569 0.899 958 959 960 961 962 963 964 965 966 967 968 0.269 0.488 0.951 0.134 0.166 0.891 0.505 0.183 0.561 0.546 0.898 969 970 971 972 973 974 975 976 977 978 979 0.706 0.560 0.444 0.097 0.658 0.160 0.484 0.160 0.121 0.412 0.249 980 981 982 983 984 985 986 987 988 989 990 0.694 0.243 0.963 0.766 0.844 0.879 -0.001 0.026 0.280 0.071 0.974 991 992 993 994 995 996 997 998 999 1000 1001 0.563 0.990 0.840 0.884 0.238 0.733 0.496 0.501 0.567 0.653 0.055 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 0.677 0.737 0.103 0.037 0.123 0.885 0.843 0.872 0.023 0.099 0.548 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 0.101 0.724 0.726 0.792 0.617 0.501 0.453 0.025 0.203 0.338 0.544 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 0.771 0.425 0.687 0.520 0.799 0.907 0.429 0.327 0.921 0.202 0.815 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 0.295 0.571 0.383 0.273 0.254 0.964 0.634 0.073 0.931 0.895 0.916 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 0.720 0.683 0.554 0.398 0.867 0.065 0.277 0.155 0.766 0.108 0.160 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 0.473 -0.005 0.980 0.106 0.072 0.318 0.110 0.991 0.400 0.235 0.350 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 0.145 0.282 0.250 0.150 0.020 0.814 0.578 0.575 0.702 0.054 0.500 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 0.380 0.423 0.543 0.643 0.793 0.850 0.063 0.863 0.961 0.931 0.044 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 0.240 0.485 0.091 0.188 0.207 0.201 0.019 0.228 0.098 0.271 0.697 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 0.260 0.661 0.205 -0.005 0.094 0.282 0.441 0.694 0.011 0.961 0.806 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 0.916 0.304 0.319 0.130 0.962 0.226 0.014 0.042 0.937 0.029 0.810 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 0.698 0.384 0.386 0.988 0.210 0.566 0.986 0.573 0.633 0.785 0.860 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 0.032 0.899 0.181 0.383 0.492 0.366 0.694 0.734 0.303 0.978 0.237 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 0.838 0.386 0.913 0.607 0.607 0.898 0.980 0.677 0.082 0.780 0.515 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 0.652 0.334 0.286 0.786 0.315 0.487 0.126 0.653 0.786 0.926 0.252 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 0.511 0.862 NA 0.641 0.828 0.977 0.165 0.711 0.102 0.413 0.279 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 0.336 0.161 0.545 0.799 0.862 0.327 0.514 0.367 0.433 0.744 0.001 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 0.037 0.367 0.658 0.528 0.588 0.788 0.502 0.593 0.876 0.895 0.944 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 0.852 0.814 0.827 0.920 0.725 0.914 0.788 0.218 0.015 0.378 0.924 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 0.845 0.883 0.716 0.950 0.373 0.473 0.767 0.764 0.270 0.004 0.184 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 0.506 0.352 0.055 0.695 0.915 0.446 0.858 0.753 0.370 0.609 0.795 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 0.382 0.116 0.261 0.519 0.589 0.890 0.324 0.400 0.037 0.478 0.750 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 0.440 0.465 0.733 0.287 0.156 0.501 0.185 0.316 0.020 0.873 0.647 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 0.313 0.288 0.669 0.404 0.664 0.040 0.493 0.787 0.910 0.011 0.155 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 0.655 0.891 0.930 0.446 0.030 0.661 0.166 0.017 0.626 0.022 0.106 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 0.956 0.960 0.609 0.096 0.693 0.895 0.739 0.326 0.622 0.767 0.068 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 0.651 0.391 0.783 0.626 0.005 0.921 0.125 0.071 0.213 -0.003 0.824 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 0.105 0.308 0.082 0.978 0.856 0.497 0.268 0.286 0.044 0.975 0.576 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 0.496 0.683 0.548 0.486 0.576 0.843 0.047 0.802 0.345 0.234 0.462 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 0.579 0.233 0.179 0.697 0.951 0.449 0.240 0.190 0.823 0.713 0.438 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 0.076 0.215 0.179 0.482 0.370 0.710 0.528 0.411 0.280 0.581 0.029 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 0.401 0.450 0.706 0.890 0.994 -0.010 0.781 0.751 0.410 0.858 0.285 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 0.582 0.905 0.490 0.726 0.924 0.624 0.517 0.283 -0.008 0.974 0.772 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 0.633 0.898 0.291 0.805 0.133 0.693 0.848 0.679 0.711 0.646 0.970 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 0.711 0.874 0.913 0.070 0.109 0.783 0.495 0.175 0.673 0.559 0.806 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 0.312 0.083 0.462 0.254 0.611 -0.006 0.812 0.600 0.687 0.372 0.362 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 0.242 0.272 0.440 0.677 0.892 0.955 0.921 0.909 0.351 0.568 0.107 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 0.235 0.135 0.811 0.811 0.207 0.134 0.711 0.631 0.629 0.868 0.200 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 0.730 0.130 0.364 0.325 0.517 0.424 0.919 0.929 0.613 0.544 0.057 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 0.408 0.983 0.190 0.363 0.866 0.193 0.571 0.426 0.252 0.719 0.618 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 0.966 0.169 0.637 0.324 0.753 0.350 0.015 0.200 0.419 0.276 0.593 1453 1454 1455 1456 1457 1458 1459 1460 1461 1462 1463 0.848 0.970 0.524 0.338 0.017 0.507 0.229 0.771 0.637 0.537 0.670 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474 0.884 0.058 0.635 0.516 0.864 0.247 0.135 0.358 0.696 0.187 0.869 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 0.743 0.804 0.232 0.524 0.340 0.844 0.557 0.860 0.989 0.501 0.462 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 0.102 0.062 0.995 0.744 0.826 0.813 0.590 0.834 0.618 0.218 0.188 1497 1498 1499 1500 0.263 0.546 0.196 0.447 > all.equal( predict( testTobit5Ml, type = "link" ), + predict( testTobit5Ml, newdata = t5Dat[ t5Samp, ], type = "link" ) ) [1] TRUE > all.equal( + predict( testTobit5Ml, newdata = t5Dat[ t5Samp, ], type = "link" ), + qnorm( fitted( testTobit5Ml, part = "selection" ) ) ) [1] TRUE > all.equal( + predict( testTobit5Ml, newdata = t5Dat[ , "xs", drop = FALSE ], + type = "link" ), + predict( testTobit5Ml, newdata = t5Dat, type = "link" ) ) [1] TRUE > round( predict( testTobit5Ml, newdata = t5Dat, type = "response" ), 3 ) 1 2 3 4 5 6 7 8 9 10 11 12 13 0.828 0.842 0.589 0.553 0.523 0.769 0.610 0.764 0.503 0.566 0.759 0.771 0.829 14 15 16 17 18 19 20 21 22 23 24 25 26 0.765 NA 0.612 0.835 0.536 0.625 0.552 0.773 0.679 0.536 0.800 0.633 0.568 27 28 29 30 31 32 33 34 35 36 37 38 39 0.673 0.668 0.564 0.785 0.746 0.790 0.675 0.732 0.647 0.813 0.733 0.832 0.726 40 41 42 43 44 45 46 47 48 49 50 51 52 0.704 0.715 0.825 0.553 0.668 0.705 0.704 0.541 0.691 0.748 0.665 0.501 0.708 53 54 55 56 57 58 59 60 61 62 63 64 65 0.842 0.507 0.727 0.563 0.522 0.642 0.690 0.499 0.499 0.671 0.731 0.836 0.501 66 67 68 69 70 71 72 73 74 75 76 77 78 0.742 0.630 0.656 0.673 0.791 0.636 0.804 0.577 0.782 0.775 0.509 0.787 0.546 79 80 81 82 83 84 85 86 87 88 89 90 91 0.517 0.691 0.678 0.746 0.546 0.560 0.589 0.819 0.791 0.686 0.516 0.677 0.769 92 93 94 95 96 97 98 99 100 101 102 103 104 0.781 0.601 0.782 0.702 0.792 0.822 0.534 0.708 0.508 0.584 0.642 0.794 NA 105 106 107 108 109 110 111 112 113 114 115 116 117 0.599 0.769 0.822 0.759 0.811 0.749 0.748 0.722 0.730 0.800 0.651 0.787 0.510 118 119 120 121 122 123 124 125 126 127 128 129 130 0.735 0.818 0.615 0.702 0.766 0.585 0.613 0.620 0.675 0.561 0.834 0.695 0.766 131 132 133 134 135 136 137 138 139 140 141 142 143 0.581 0.812 0.497 0.709 0.666 0.609 0.510 0.802 0.658 0.752 0.570 0.600 0.767 144 145 146 147 148 149 150 151 152 153 154 155 156 0.722 0.691 0.805 0.823 0.745 0.674 0.761 0.512 0.806 0.690 0.533 0.803 0.755 157 158 159 160 161 162 163 164 165 166 167 168 169 0.668 0.723 0.760 0.500 0.684 0.674 0.733 0.616 0.753 0.825 0.647 0.682 0.574 170 171 172 173 174 175 176 177 178 179 180 181 182 0.721 0.519 0.812 0.597 0.650 0.762 0.815 0.835 0.605 0.709 0.519 0.522 0.774 183 184 185 186 187 188 189 190 191 192 193 194 195 0.768 0.518 0.546 0.577 0.668 0.842 0.744 0.609 0.758 0.817 0.718 0.783 0.644 196 197 198 199 200 201 202 203 204 205 206 207 208 0.736 0.583 0.798 0.799 0.627 0.602 0.707 0.527 0.550 0.708 0.835 0.609 0.629 209 210 211 212 213 214 215 216 217 218 219 220 221 0.705 0.669 0.809 0.709 0.702 0.813 0.711 0.523 0.600 0.709 0.788 0.554 0.686 222 223 224 225 226 227 228 229 230 231 232 233 234 0.761 0.829 0.797 0.648 0.625 0.819 0.519 0.542 0.818 0.576 0.799 0.735 0.718 235 236 237 238 239 240 241 242 243 244 245 246 247 0.525 0.609 0.814 0.561 0.666 0.776 0.643 0.568 0.751 0.633 0.629 0.829 0.762 248 249 250 251 252 253 254 255 256 257 258 259 260 0.695 0.749 0.639 0.766 0.558 0.775 0.530 0.562 0.838 0.826 0.523 0.702 0.518 261 262 263 264 265 266 267 268 269 270 271 272 273 0.646 0.563 0.711 0.772 0.520 0.666 0.655 0.804 0.616 0.824 0.841 0.726 0.832 274 275 276 277 278 279 280 281 282 283 284 285 286 0.737 0.743 0.836 0.633 0.775 0.782 0.610 0.671 0.712 0.737 0.762 0.539 0.642 287 288 289 290 291 292 293 294 295 296 297 298 299 0.841 0.666 0.825 0.526 0.718 0.760 0.685 0.544 0.573 0.512 0.688 0.631 0.670 300 301 302 303 304 305 306 307 308 309 310 311 312 0.769 0.697 0.647 0.753 0.718 0.758 0.555 0.837 0.632 0.740 0.539 0.729 0.568 313 314 315 316 317 318 319 320 321 322 323 324 325 0.631 0.692 0.717 0.827 0.562 0.715 0.607 0.721 0.795 0.686 0.619 0.519 0.699 326 327 328 329 330 331 332 333 334 335 336 337 338 0.684 0.638 0.607 0.707 0.820 0.599 0.503 0.797 0.516 0.724 0.838 0.715 0.767 339 340 341 342 343 344 345 346 347 348 349 350 351 0.557 0.623 0.758 0.805 0.646 0.606 0.840 0.550 0.837 0.740 0.726 0.561 0.554 352 353 354 355 356 357 358 359 360 361 362 363 364 0.778 0.783 0.583 0.763 0.613 0.604 0.818 0.826 0.674 0.627 0.653 0.564 0.580 365 366 367 368 369 370 371 372 373 374 375 376 377 0.797 0.634 0.725 0.673 0.534 0.816 0.601 0.762 0.596 0.816 0.566 0.679 0.787 378 379 380 381 382 383 384 385 386 387 388 389 390 0.632 0.683 0.600 0.839 0.668 0.768 0.752 0.819 0.777 0.804 0.598 0.674 0.784 391 392 393 394 395 396 397 398 399 400 401 402 403 0.723 0.840 0.824 0.813 0.715 0.822 0.612 0.599 0.765 0.562 0.684 0.838 0.763 404 405 406 407 408 409 410 411 412 413 414 415 416 0.727 0.776 0.513 0.815 0.779 0.681 0.816 0.657 0.779 0.828 0.778 0.742 0.823 417 418 419 420 421 422 423 424 425 426 427 428 429 0.604 0.833 0.669 0.601 0.640 0.818 0.614 0.582 0.517 0.827 0.801 0.730 0.515 430 431 432 433 434 435 436 437 438 439 440 441 442 0.604 0.777 0.822 0.513 0.733 0.506 0.842 0.568 0.744 0.746 0.795 0.811 0.529 443 444 445 446 447 448 449 450 451 452 453 454 455 0.798 0.660 0.523 0.538 0.768 0.723 0.703 0.515 0.731 0.770 0.543 0.641 0.550 456 457 458 459 460 461 462 463 464 465 466 467 468 0.615 0.819 0.542 0.713 0.499 0.785 0.791 0.694 0.683 0.655 0.706 0.499 0.566 469 470 471 472 473 474 475 476 477 478 479 480 481 0.816 0.698 0.836 0.790 0.830 0.610 0.732 0.787 0.826 0.700 0.798 0.789 0.745 482 483 484 485 486 487 488 489 490 491 492 493 494 0.842 0.802 0.812 0.684 0.534 0.507 0.500 0.796 0.513 0.796 0.533 0.807 0.505 495 496 497 498 499 500 501 502 503 504 505 506 507 0.516 0.830 0.588 0.734 0.669 0.725 0.835 0.841 0.605 0.611 0.576 0.575 0.840 508 509 510 511 512 513 514 515 516 517 518 519 520 0.832 0.693 0.591 0.697 0.718 0.584 0.585 0.796 0.640 0.823 0.624 0.544 0.581 521 522 523 524 525 526 527 528 529 530 531 532 533 0.711 0.655 0.786 0.680 0.810 0.567 0.618 0.652 0.498 0.817 0.663 0.504 0.736 534 535 536 537 538 539 540 541 542 543 544 545 546 0.598 0.786 0.542 0.524 0.577 0.613 0.651 0.637 0.497 0.617 0.702 0.807 0.600 547 548 549 550 551 552 553 554 555 556 557 558 559 0.534 0.530 0.599 0.531 0.543 0.571 0.524 0.631 0.806 0.783 0.607 0.766 0.737 560 561 562 563 564 565 566 567 568 569 570 571 572 0.559 0.558 0.560 0.816 0.612 0.503 0.516 0.723 0.593 0.617 0.787 0.774 0.722 573 574 575 576 577 578 579 580 581 582 583 584 585 0.551 0.735 0.807 0.725 0.576 NA 0.549 0.569 0.786 0.591 0.806 0.661 0.743 586 587 588 589 590 591 592 593 594 595 596 597 598 0.719 0.625 0.666 0.661 0.699 0.666 0.570 0.524 0.834 0.706 0.773 0.710 0.752 599 600 601 602 603 604 605 606 607 608 609 610 611 0.596 0.610 0.547 0.756 0.812 0.835 0.623 0.514 0.830 0.654 0.643 0.625 0.712 612 613 614 615 616 617 618 619 620 621 622 623 624 0.533 0.781 0.659 0.796 0.641 0.812 0.594 0.724 0.641 0.772 0.500 0.824 0.809 625 626 627 628 629 630 631 632 633 634 635 636 637 0.738 0.614 0.826 0.746 0.732 0.712 0.567 0.698 0.762 0.824 0.523 0.591 NA 638 639 640 641 642 643 644 645 646 647 648 649 650 0.628 0.542 0.827 0.643 0.760 0.774 0.655 0.587 0.605 0.525 0.820 0.676 0.726 651 652 653 654 655 656 657 658 659 660 661 662 663 0.606 0.836 0.810 0.774 0.551 0.744 0.528 0.602 0.586 0.690 0.823 0.789 0.791 664 665 666 667 668 669 670 671 672 673 674 675 676 0.747 0.588 0.610 0.521 0.830 0.742 0.731 0.525 0.689 0.669 0.501 0.596 0.565 677 678 679 680 681 682 683 684 685 686 687 688 689 0.633 0.675 0.744 0.831 0.767 0.595 0.730 0.548 0.517 0.714 0.771 0.774 0.636 690 691 692 693 694 695 696 697 698 699 700 701 702 0.547 0.808 0.524 0.742 0.594 0.627 0.606 0.838 0.821 0.750 0.626 0.556 0.718 703 704 705 706 707 708 709 710 711 712 713 714 715 0.682 0.833 0.559 0.497 0.531 0.592 0.722 0.667 0.725 0.778 0.786 0.680 0.826 716 717 718 719 720 721 722 723 724 725 726 727 728 0.741 0.747 0.604 0.692 0.738 0.703 0.791 0.791 0.690 0.563 0.707 0.570 0.802 729 730 731 732 733 734 735 736 737 738 739 740 741 0.558 0.758 0.795 0.649 0.775 0.789 0.517 0.814 0.778 0.632 0.546 0.566 0.714 742 743 744 745 746 747 748 749 750 751 752 753 754 0.634 0.804 0.578 0.583 0.722 0.763 0.631 0.645 0.594 0.814 0.541 0.771 0.514 755 756 757 758 759 760 761 762 763 764 765 766 767 0.765 0.807 0.512 0.765 0.626 0.767 0.509 0.643 0.660 0.545 0.657 0.663 0.638 768 769 770 771 772 773 774 775 776 777 778 779 780 0.798 0.641 0.613 0.644 0.764 0.537 0.756 0.591 0.783 0.609 0.760 0.732 0.706 781 782 783 784 785 786 787 788 789 790 791 792 793 0.824 0.702 0.605 0.819 0.504 0.783 0.641 0.619 0.561 0.567 0.756 0.733 0.679 794 795 796 797 798 799 800 801 802 803 804 805 806 0.809 0.756 0.693 0.821 0.792 0.656 0.787 0.503 0.708 0.598 0.598 0.734 0.533 807 808 809 810 811 812 813 814 815 816 817 818 819 0.676 0.821 0.685 0.650 0.565 0.751 0.613 0.527 0.764 0.550 0.841 0.536 0.800 820 821 822 823 824 825 826 827 828 829 830 831 832 0.708 0.839 0.759 0.609 0.598 0.567 0.497 0.674 0.841 0.794 0.523 0.817 0.797 833 834 835 836 837 838 839 840 841 842 843 844 845 0.506 0.681 0.605 0.630 0.519 0.579 0.809 0.828 0.833 0.546 0.812 0.714 0.702 846 847 848 849 850 851 852 853 854 855 856 857 858 0.725 0.519 0.557 0.624 0.731 0.528 0.832 0.825 0.830 0.539 0.711 0.772 0.632 859 860 861 862 863 864 865 866 867 868 869 870 871 0.643 0.746 0.527 0.572 0.657 0.581 0.838 0.675 0.832 0.507 0.512 0.696 0.537 872 873 874 875 876 877 878 879 880 881 882 883 884 0.778 0.561 0.564 0.805 0.520 0.627 0.795 0.671 0.832 0.780 0.597 0.584 0.837 885 886 887 888 889 890 891 892 893 894 895 896 897 0.741 0.741 0.738 0.535 0.676 0.834 0.823 0.577 0.618 0.531 0.687 0.650 0.568 898 899 900 901 902 903 904 905 906 907 908 909 910 0.587 0.632 0.547 0.522 0.607 0.726 0.605 0.828 0.789 0.532 0.651 0.566 0.675 911 912 913 914 915 916 917 918 919 920 921 922 923 0.684 0.554 0.510 0.577 0.602 0.772 0.636 0.811 0.551 0.715 0.658 0.587 0.788 924 925 926 927 928 929 930 931 932 933 934 935 936 0.653 0.723 0.819 0.648 0.643 0.644 0.569 0.513 0.601 0.618 0.568 0.711 0.643 937 938 939 940 941 942 943 944 945 946 947 948 949 0.740 0.823 0.600 0.592 0.803 0.758 0.813 0.580 0.701 0.588 0.537 0.537 0.556 950 951 952 953 954 955 956 957 958 959 960 961 962 0.543 0.734 0.696 0.749 0.806 0.738 0.715 0.816 0.606 0.687 0.829 0.553 0.566 963 964 965 966 967 968 969 970 971 972 973 974 975 0.813 0.693 0.573 0.712 0.707 0.815 0.760 0.712 0.672 0.539 0.745 0.564 0.686 976 977 978 979 980 981 982 983 984 985 986 987 988 0.564 0.548 0.660 0.599 0.756 0.596 0.832 0.778 0.801 0.810 0.500 0.510 0.610 989 990 991 992 993 994 995 996 997 998 999 1000 1001 0.528 0.835 0.713 0.839 0.799 0.812 0.594 0.768 0.690 0.692 0.715 0.743 0.522 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 0.751 0.769 0.541 0.515 0.549 0.812 0.800 0.808 0.509 0.540 0.708 0.540 0.765 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 0.766 0.786 0.731 0.692 0.675 0.510 0.580 0.632 0.707 0.780 0.665 0.754 0.698 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 0.788 0.818 0.666 0.628 0.822 0.580 0.793 0.616 0.716 0.649 0.608 0.600 0.833 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 0.737 0.529 0.824 0.815 0.820 0.764 0.753 0.710 0.655 0.807 0.526 0.609 0.562 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 0.778 0.543 0.563 0.682 0.498 0.836 0.542 0.529 0.625 0.544 0.839 0.655 0.593 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 0.637 0.558 0.611 0.599 0.560 0.508 0.792 0.718 0.718 0.759 0.522 0.691 0.648 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 0.664 0.706 0.740 0.786 0.802 0.525 0.806 0.832 0.824 0.518 0.595 0.686 0.536 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 0.574 0.582 0.579 0.507 0.590 0.539 0.607 0.757 0.603 0.746 0.581 0.498 0.537 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 0.611 0.670 0.756 0.504 0.832 0.790 0.820 0.619 0.625 0.552 0.832 0.589 0.505 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 0.517 0.826 0.512 0.791 0.757 0.649 0.650 0.838 0.583 0.714 0.838 0.717 0.736 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 0.784 0.805 0.513 0.816 0.572 0.649 0.689 0.643 0.756 0.769 0.619 0.836 0.594 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 0.799 0.650 0.819 0.728 0.728 0.815 0.837 0.751 0.533 0.782 0.697 0.743 0.631 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 0.613 0.784 0.623 0.687 0.550 0.743 0.784 0.823 0.600 0.695 0.806 NA 0.739 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 0.796 0.836 0.566 0.761 0.541 0.660 0.610 0.632 0.564 0.707 0.788 0.806 0.628 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 0.696 0.643 0.668 0.772 0.500 0.515 0.643 0.745 0.701 0.722 0.785 0.692 0.723 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 0.809 0.815 0.827 0.803 0.792 0.796 0.821 0.766 0.820 0.785 0.586 0.506 0.647 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 0.822 0.801 0.811 0.763 0.829 0.646 0.682 0.778 0.778 0.606 0.501 0.573 0.694 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 0.638 0.522 0.757 0.820 0.672 0.805 0.774 0.644 0.729 0.787 0.649 0.546 0.603 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 0.698 0.722 0.813 0.627 0.656 0.515 0.684 0.773 0.670 0.679 0.768 0.613 0.562 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 0.692 0.573 0.624 0.508 0.809 0.741 0.623 0.613 0.748 0.657 0.747 0.516 0.689 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 0.784 0.819 0.504 0.562 0.744 0.814 0.824 0.672 0.512 0.746 0.566 0.507 0.734 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 0.509 0.542 0.831 0.832 0.729 0.538 0.756 0.815 0.770 0.628 0.733 0.778 0.527 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 0.742 0.652 0.783 0.734 0.502 0.821 0.550 0.528 0.584 0.499 0.795 0.542 0.621 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 0.533 0.836 0.804 0.690 0.606 0.613 0.518 0.835 0.718 0.690 0.753 0.708 0.687 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 0.718 0.800 0.519 0.789 0.635 0.592 0.678 0.719 0.592 0.571 0.757 0.829 0.673 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 0.595 0.575 0.795 0.762 0.669 0.530 0.585 0.571 0.685 0.644 0.761 0.701 0.659 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 0.610 0.719 0.512 0.656 0.674 0.760 0.813 0.840 0.496 0.783 0.774 0.659 0.804 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 0.612 0.720 0.817 0.688 0.766 0.822 0.734 0.697 0.611 0.497 0.835 0.780 0.737 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 0.815 0.614 0.790 0.553 0.756 0.802 0.751 0.761 0.741 0.834 0.762 0.809 0.819 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 0.528 0.544 0.783 0.690 0.570 0.749 0.712 0.790 0.622 0.533 0.678 0.600 0.729 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 0.497 0.792 0.726 0.754 0.645 0.641 0.596 0.607 0.670 0.751 0.814 0.830 0.822 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 0.818 0.637 0.715 0.543 0.593 0.554 0.791 0.791 0.582 0.553 0.761 0.736 0.735 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 0.807 0.579 0.767 0.552 0.642 0.627 0.697 0.664 0.821 0.824 0.730 0.707 0.523 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 0.658 0.837 0.575 0.642 0.807 0.577 0.716 0.665 0.600 0.764 0.732 0.833 0.567 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 0.738 0.627 0.774 0.637 0.506 0.579 0.662 0.609 0.723 0.802 0.834 0.700 0.632 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 0.507 0.694 0.591 0.780 0.738 0.704 0.749 0.812 0.523 0.737 0.697 0.806 0.598 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 0.554 0.640 0.757 0.574 0.807 0.771 0.789 0.592 0.700 0.633 0.801 0.711 0.805 1483 1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 0.839 0.692 0.678 0.541 0.525 0.840 0.772 0.796 0.792 0.722 0.798 0.732 0.586 1496 1497 1498 1499 1500 0.575 0.604 0.707 0.578 0.673 > all.equal( predict( testTobit5Ml, type = "response" ), + predict( testTobit5Ml, newdata = t5Dat[ t5Samp, ], type = "response" ) ) [1] TRUE > all.equal( + predict( testTobit5Ml, newdata = t5Dat[ t5Samp, ], type = "response" ), + fitted( testTobit5Ml, part = "selection" ) ) [1] TRUE > all.equal( + predict( testTobit5Ml, newdata = t5Dat[ , "xs", drop = FALSE ], + type = "response" ), + predict( testTobit5Ml, newdata = t5Dat, type = "response" ) ) [1] TRUE > round( predict( testTobit5Ml, newdata = t5Dat, type = "unconditional" ), 3 ) E[yo1] E[yo2] 1 0.053 0.266 2 0.643 0.097 3 0.634 0.130 4 0.886 0.805 5 0.559 0.009 6 0.672 0.710 7 0.222 0.489 8 0.055 0.978 9 0.873 0.397 10 0.756 0.676 11 0.342 0.708 12 0.940 0.226 13 0.132 0.286 14 0.611 0.022 15 0.074 0.954 16 0.909 0.921 17 0.103 0.716 18 0.200 0.774 19 0.591 0.576 20 0.338 0.924 21 0.088 0.145 22 0.529 0.558 23 0.894 0.357 24 0.821 0.897 25 0.620 0.079 26 0.533 0.909 27 0.814 0.295 28 0.152 0.903 29 0.850 0.611 30 0.024 0.827 31 0.094 0.913 32 0.480 0.891 33 0.281 0.433 34 0.885 0.318 35 0.328 0.934 36 0.872 0.207 37 0.372 0.959 38 0.817 0.170 39 0.707 0.851 40 0.805 0.559 41 0.809 0.523 42 0.662 0.071 43 0.680 0.846 44 0.300 0.205 45 0.521 0.043 46 0.505 0.461 47 0.453 0.559 48 0.310 0.534 49 0.089 0.248 50 0.809 0.469 51 0.431 0.070 52 0.433 0.243 53 0.962 0.803 54 0.497 0.133 55 0.960 0.604 56 0.546 0.872 57 0.656 0.244 58 0.713 0.117 59 0.932 0.495 60 0.419 0.679 61 0.637 0.193 62 -0.007 0.686 63 0.653 0.025 64 0.443 0.464 65 0.086 0.776 66 0.610 0.318 67 0.669 0.364 68 0.720 0.715 69 0.615 0.077 70 -0.009 0.520 71 0.563 0.214 72 0.728 0.269 73 0.040 0.736 74 0.898 0.472 75 0.604 0.391 76 0.605 0.266 77 0.101 NA 78 0.798 0.377 79 0.270 0.441 80 0.552 0.888 81 0.273 0.943 82 0.510 0.441 83 0.791 0.665 84 0.202 0.184 85 0.926 0.228 86 0.188 0.628 87 0.741 0.048 88 0.058 0.767 89 0.327 0.301 90 0.818 0.672 91 0.377 0.889 92 0.084 0.321 93 0.785 0.586 94 0.377 0.331 95 0.382 0.418 96 0.650 0.342 97 0.319 0.128 98 0.736 0.471 99 0.101 0.975 100 0.090 0.324 101 0.047 0.240 102 0.874 0.280 103 0.721 0.818 104 0.108 0.905 105 0.490 0.796 106 0.140 0.914 107 0.502 0.640 108 -0.023 0.733 109 0.423 0.919 110 0.688 0.358 111 0.737 0.260 112 0.200 0.983 113 0.770 0.927 114 0.377 0.956 115 0.084 0.898 116 0.188 0.741 117 0.428 0.619 118 0.575 0.842 119 0.220 1.008 120 0.874 0.801 121 0.658 0.543 122 0.313 0.379 123 0.862 0.380 124 0.602 0.013 125 0.868 0.613 126 0.205 0.337 127 0.059 0.062 128 0.189 0.089 129 0.457 0.111 130 0.764 0.441 131 0.106 0.176 132 0.915 0.599 133 0.815 0.557 134 0.437 0.908 135 0.627 0.146 136 0.602 1.000 137 0.265 0.320 138 0.493 0.757 139 0.885 0.494 140 NA 0.281 141 0.075 0.877 142 0.360 0.655 143 0.789 0.600 144 0.667 0.977 145 0.215 0.767 146 0.828 0.058 147 0.925 0.104 148 0.350 0.377 149 0.789 0.147 150 0.047 0.386 151 0.118 0.346 152 0.550 0.204 153 0.466 0.325 154 0.628 0.900 155 0.723 0.404 156 0.515 0.631 157 0.603 0.828 158 0.244 0.250 159 0.793 0.941 160 0.626 0.116 161 0.174 0.614 162 0.762 0.630 163 0.604 0.485 164 0.564 0.017 165 0.477 0.488 166 0.718 0.098 167 0.295 0.251 168 0.465 0.859 169 0.953 0.833 170 0.058 0.351 171 0.176 0.435 172 0.839 0.863 173 0.506 0.791 174 0.498 0.214 175 0.408 0.017 176 0.485 0.588 177 0.655 0.261 178 -0.016 0.249 179 0.011 0.877 180 0.133 0.203 181 0.739 0.201 182 0.568 0.869 183 0.300 0.842 184 0.115 0.235 185 0.515 0.035 186 0.208 0.046 187 0.764 0.207 188 0.206 0.351 189 0.368 0.305 190 0.044 0.565 191 0.200 0.058 192 0.610 0.870 193 0.865 0.585 194 0.767 0.286 195 0.163 0.284 196 0.680 0.799 197 0.754 0.285 198 0.446 0.169 199 0.316 0.387 200 0.116 0.137 201 0.863 0.886 202 0.318 0.525 203 0.274 0.987 204 0.081 0.610 205 0.544 0.395 206 0.547 0.957 207 0.178 0.469 208 0.428 0.551 209 0.040 0.397 210 0.606 0.087 211 0.773 0.748 212 0.415 0.149 213 0.806 0.837 214 0.530 0.292 215 0.663 1.009 216 0.245 0.144 217 0.914 0.216 218 -0.022 0.142 219 0.273 0.000 220 0.363 0.366 221 0.513 0.109 222 0.644 0.013 223 -0.002 0.265 224 0.328 0.954 225 0.117 0.928 226 0.548 0.069 227 -0.002 0.724 228 0.722 0.606 229 NA 0.600 230 0.757 0.161 231 0.908 0.245 232 0.018 0.621 233 0.386 0.920 234 0.654 0.337 235 0.456 0.107 236 0.612 0.430 237 0.452 0.304 238 0.194 0.456 239 0.203 1.004 240 0.204 0.369 241 0.583 0.227 242 0.314 0.260 243 0.889 0.199 244 0.771 0.460 245 0.636 0.416 246 0.051 0.064 247 0.906 0.523 248 0.332 0.199 249 0.016 0.206 250 0.725 0.156 251 0.547 0.171 252 0.678 0.841 253 0.495 0.207 254 0.339 0.607 255 0.920 0.999 256 0.612 0.567 257 0.781 0.372 258 0.587 0.387 259 0.586 0.965 260 0.955 0.490 261 0.201 0.998 262 0.337 0.778 263 0.820 0.740 264 0.767 0.708 265 0.558 0.538 266 0.762 0.065 267 0.246 0.596 268 0.466 0.344 269 0.097 0.557 270 0.513 0.384 271 0.527 0.801 272 0.935 0.440 273 0.263 0.493 274 0.321 0.655 275 -0.021 0.725 276 0.295 1.007 277 0.355 0.098 278 0.343 0.218 279 0.486 0.036 280 0.640 0.000 281 0.523 0.581 282 0.373 0.603 283 0.050 0.854 284 0.956 0.231 285 0.053 0.746 286 0.279 0.439 287 0.213 0.226 288 0.592 0.398 289 0.652 0.006 290 0.706 0.850 291 0.381 0.060 292 -0.002 0.547 293 0.447 0.026 294 0.484 0.491 295 0.435 0.947 296 0.066 0.427 297 0.499 0.704 298 0.007 0.142 299 0.535 0.421 300 0.746 0.724 301 0.606 0.109 302 0.757 0.716 303 0.798 0.336 304 0.635 0.021 305 -0.014 0.537 306 0.787 0.236 307 0.191 0.151 308 0.331 0.055 309 0.442 0.859 310 0.379 0.740 311 0.864 0.207 312 0.046 0.742 313 0.429 0.250 314 0.803 0.818 315 0.165 0.857 316 0.006 0.109 317 0.485 0.367 318 0.759 0.589 319 0.760 0.074 320 0.791 0.835 321 0.898 0.624 322 0.639 0.427 323 0.529 0.251 324 0.268 0.260 325 0.896 0.398 326 0.879 0.842 327 0.278 0.140 328 0.515 0.551 329 0.481 0.581 330 0.853 0.798 331 0.293 0.007 332 0.206 0.332 333 0.334 0.025 334 0.475 0.017 335 0.885 0.924 336 0.470 0.660 337 0.013 0.751 338 0.356 0.052 339 0.617 0.450 340 0.801 0.051 341 0.728 0.607 342 0.764 0.071 343 0.201 0.374 344 0.441 0.684 345 0.415 0.938 346 0.046 0.489 347 0.597 0.474 348 0.019 0.666 349 0.184 0.402 350 0.824 0.110 351 0.168 0.880 352 0.589 0.891 353 0.846 0.866 354 0.686 0.180 355 0.219 0.462 356 0.539 0.653 357 0.293 0.763 358 0.162 0.867 359 0.185 0.440 360 0.666 0.377 361 0.237 0.652 362 -0.011 0.634 363 0.685 0.241 364 0.597 0.206 365 0.433 0.611 366 -0.024 0.749 367 0.845 0.269 368 0.117 0.770 369 0.255 0.433 370 0.823 0.783 371 -0.025 0.323 372 0.847 0.525 373 0.084 0.998 374 0.780 0.448 375 0.871 0.556 376 0.871 0.170 377 0.811 0.349 378 0.407 0.248 379 0.894 0.892 380 0.334 0.107 381 0.362 0.479 382 0.094 0.997 383 0.899 0.595 384 0.290 0.221 385 0.127 0.248 386 0.856 0.664 387 0.812 0.506 388 0.337 0.469 389 0.236 0.999 390 0.935 0.851 391 0.360 0.526 392 0.014 0.778 393 0.608 0.069 394 0.342 0.462 395 0.059 0.995 396 0.632 0.530 397 0.760 0.999 398 0.807 0.207 399 0.545 0.320 400 0.719 0.518 401 0.493 0.106 402 0.507 0.558 403 0.766 0.559 404 0.676 0.901 405 0.354 0.297 406 0.672 0.222 407 0.941 0.636 408 0.924 0.822 409 0.832 0.546 410 0.100 0.799 411 -0.020 0.943 412 0.798 0.562 413 0.413 0.505 414 0.612 0.811 415 0.228 0.436 416 0.910 0.116 417 0.570 0.768 418 0.214 0.382 419 0.294 0.759 420 0.381 0.529 421 0.828 0.480 422 0.556 0.430 423 0.493 1.006 424 0.885 0.076 425 0.907 0.220 426 0.141 0.384 427 0.553 0.148 428 0.610 0.474 429 0.623 0.076 430 0.644 0.030 431 0.598 0.090 432 0.218 0.466 433 0.804 0.160 434 0.348 0.594 435 0.619 0.271 436 0.348 0.907 437 0.370 0.612 438 0.503 0.076 439 0.649 0.420 440 0.730 0.120 441 0.304 0.711 442 0.104 0.790 443 0.940 0.047 444 0.178 0.059 445 0.198 0.003 446 0.551 0.496 447 0.413 0.191 448 0.642 0.832 449 0.000 0.648 450 0.434 0.106 451 0.254 0.613 452 0.002 0.086 453 0.541 0.476 454 0.299 0.746 455 0.117 0.780 456 0.632 0.253 457 0.169 0.756 458 0.461 0.943 459 0.506 0.146 460 0.449 0.487 461 0.542 0.135 462 0.354 0.826 463 0.755 0.041 464 0.007 0.614 465 0.316 0.490 466 0.420 0.311 467 0.572 0.842 468 0.941 0.770 469 0.253 0.712 470 0.231 0.097 471 0.188 0.558 472 0.703 0.814 473 0.943 0.744 474 0.522 0.813 475 0.233 0.900 476 0.863 0.389 477 0.250 0.719 478 0.875 0.028 479 0.871 0.084 480 0.712 0.741 481 0.336 0.232 482 0.006 0.140 483 0.399 0.462 484 0.925 0.721 485 0.235 0.263 486 0.531 0.921 487 0.407 0.223 488 0.498 0.559 489 0.408 0.105 490 0.936 0.953 491 0.300 0.432 492 0.738 0.699 493 0.036 0.346 494 0.943 0.740 495 0.844 0.036 496 0.001 0.135 497 0.088 0.998 498 0.762 0.748 499 0.016 0.725 500 0.405 0.930 501 0.100 0.384 502 0.179 0.545 503 0.143 0.995 504 0.595 0.311 505 0.915 0.938 506 0.900 0.595 507 0.536 0.341 508 0.700 0.378 509 0.154 0.471 510 0.414 0.018 511 0.878 0.557 512 0.532 0.541 513 0.479 0.571 514 0.680 0.930 515 0.389 0.235 516 -0.023 0.783 517 0.104 0.048 518 0.173 0.881 519 0.124 0.194 520 0.660 0.380 521 0.593 0.201 522 0.765 0.577 523 0.139 0.465 524 0.426 0.559 525 0.359 0.289 526 0.575 0.241 527 0.360 0.383 528 0.057 0.485 529 0.423 0.099 530 0.676 0.923 531 0.860 0.869 532 0.053 0.592 533 0.034 0.752 534 0.150 0.289 535 0.385 0.143 536 0.108 0.145 537 0.093 0.208 538 0.397 0.773 539 0.621 -0.005 540 0.431 0.863 541 0.459 0.162 542 0.716 0.291 543 0.206 0.220 544 0.355 0.528 545 0.668 0.935 546 0.191 0.864 547 0.160 1.005 548 0.489 0.582 549 0.406 0.885 550 0.688 0.053 551 0.934 0.774 552 0.398 0.199 553 0.928 0.337 554 0.356 0.980 555 0.956 0.027 556 0.115 0.349 557 0.649 0.250 558 0.511 0.480 559 0.140 0.022 560 0.428 0.881 561 0.329 0.686 562 0.489 0.744 563 0.081 0.359 564 0.265 1.004 565 0.042 0.494 566 -0.021 0.285 567 0.685 0.163 568 0.445 0.185 569 0.278 0.016 570 0.037 0.638 571 0.124 0.996 572 0.058 0.456 573 0.205 0.565 574 0.847 0.997 575 0.152 0.244 576 0.742 0.205 577 0.910 0.837 578 0.043 0.064 579 0.965 0.871 580 0.093 0.735 581 0.210 0.105 582 0.231 0.857 583 0.721 0.140 584 0.215 0.875 585 0.361 0.542 586 0.002 0.611 587 0.378 0.964 588 0.300 0.447 589 0.280 0.809 590 0.716 0.219 591 0.115 0.883 592 0.512 0.732 593 0.484 0.295 594 0.335 0.973 595 0.666 0.037 596 0.341 0.732 597 0.350 0.863 598 0.628 0.069 599 0.591 0.716 600 0.674 0.918 601 0.199 0.526 602 0.384 0.457 603 0.098 0.719 604 0.607 0.638 605 0.101 0.707 606 0.354 0.304 607 0.702 0.170 608 0.774 0.995 609 0.239 0.683 610 0.488 0.866 611 0.914 0.873 612 0.088 0.202 613 0.604 0.617 614 0.953 0.768 615 0.080 1.004 616 0.570 0.798 617 0.432 0.897 618 0.166 0.611 619 0.950 0.552 620 -0.009 0.256 621 0.002 0.039 622 0.775 0.996 623 0.543 0.053 624 0.453 0.036 625 0.045 0.673 626 0.468 0.937 627 0.937 0.475 628 0.343 0.609 629 0.314 0.626 630 0.641 0.728 631 0.107 0.897 632 0.913 0.099 633 0.474 0.104 634 0.334 0.208 635 0.354 0.627 636 0.647 0.709 637 0.623 0.863 638 0.451 0.433 639 -0.019 0.378 640 0.743 0.352 641 0.064 0.872 642 0.965 0.614 643 0.014 0.011 644 0.711 0.980 645 0.625 0.285 646 0.002 0.164 647 0.647 0.880 648 0.046 0.628 649 0.049 0.243 650 0.828 0.192 651 0.468 0.668 652 0.058 0.579 653 -0.012 0.923 654 0.171 0.268 655 0.656 0.032 656 0.272 0.965 657 0.815 0.666 658 0.058 0.659 659 0.309 0.013 660 0.353 0.499 661 0.298 0.022 662 0.061 0.841 663 0.664 0.244 664 0.679 0.507 665 0.561 0.188 666 0.850 0.563 667 0.889 0.389 668 0.463 0.648 669 0.810 0.304 670 0.040 0.793 671 0.954 0.817 672 0.385 0.335 673 0.073 NA 674 0.039 0.733 675 0.646 0.811 676 0.553 0.265 677 0.670 0.178 678 0.286 0.315 679 0.352 0.699 680 0.634 0.233 681 -0.015 0.769 682 0.964 0.627 683 0.275 0.422 684 0.121 0.762 685 0.300 0.917 686 0.043 0.960 687 0.911 0.480 688 0.112 0.102 689 0.460 0.777 690 0.268 0.245 691 0.275 0.265 692 0.411 0.733 693 0.275 0.727 694 0.094 0.506 695 0.416 0.322 696 0.926 0.535 697 0.225 0.586 698 0.685 0.625 699 0.685 0.115 700 0.299 0.533 701 0.725 0.928 702 0.857 1.004 703 0.393 0.125 704 0.621 0.136 705 0.635 0.811 706 0.229 0.061 707 0.681 0.956 708 0.237 0.552 709 0.170 0.797 710 0.904 0.855 711 0.622 0.295 712 0.166 0.600 713 0.739 0.461 714 0.527 0.462 715 0.637 0.241 716 0.079 0.702 717 0.646 0.369 718 0.015 0.488 719 0.297 0.127 720 0.179 0.438 721 0.328 0.442 722 0.421 0.303 723 0.317 0.205 724 0.683 0.157 725 0.479 0.211 726 0.148 0.136 727 0.319 0.979 728 0.245 0.294 729 0.654 0.663 730 -0.016 0.753 731 0.745 0.694 732 -0.017 0.794 733 0.538 0.315 734 0.639 0.927 735 0.928 0.034 736 0.209 0.330 737 0.071 0.283 738 0.309 0.363 739 0.879 0.481 740 -0.017 0.643 741 0.849 0.202 742 0.938 0.259 743 0.076 0.239 744 0.525 0.727 745 0.031 0.882 746 0.580 0.503 747 0.011 0.578 748 0.616 0.461 749 0.817 0.489 750 0.334 0.926 751 0.537 1.008 752 0.074 0.887 753 0.023 0.090 754 0.020 0.039 755 0.372 0.493 756 0.067 0.676 757 0.277 0.120 758 0.562 0.335 759 0.459 0.372 760 0.722 0.093 761 0.373 0.288 762 0.670 0.958 763 0.320 0.855 764 0.326 0.054 765 0.945 0.589 766 0.250 0.583 767 0.771 0.491 768 0.158 -0.003 769 0.913 0.331 770 0.356 0.528 771 0.319 0.070 772 0.123 0.409 773 -0.021 0.290 774 0.556 0.775 775 0.692 0.333 776 0.964 0.561 777 0.201 0.929 778 0.403 0.853 779 0.923 0.312 780 0.690 0.179 781 -0.026 0.584 782 0.156 0.424 783 0.642 1.002 784 0.092 0.136 785 0.878 0.242 786 0.325 0.274 787 0.667 0.274 788 0.964 0.429 789 0.062 0.656 790 0.675 0.320 791 0.428 0.873 792 0.873 0.598 793 0.548 0.102 794 0.657 0.320 795 0.944 0.932 796 0.494 0.767 797 0.510 0.892 798 0.431 0.879 799 0.405 0.966 800 0.143 0.178 801 0.298 0.671 802 0.574 0.672 803 0.513 0.420 804 0.882 0.080 805 0.501 0.829 806 0.496 0.562 807 0.904 0.081 808 0.574 0.706 809 0.642 0.060 810 0.372 0.599 811 0.251 0.536 812 0.460 0.141 813 0.254 0.884 814 0.769 0.842 815 0.869 0.465 816 0.692 0.569 817 0.072 0.154 818 0.850 0.946 819 0.375 0.227 820 0.818 0.916 821 0.682 0.885 822 0.778 0.071 823 0.571 0.623 824 0.724 0.641 825 -0.016 0.904 826 0.656 0.416 827 0.681 0.177 828 0.837 0.158 829 0.340 0.167 830 0.063 0.603 831 0.917 0.371 832 0.301 0.361 833 0.909 0.976 834 0.460 0.703 835 0.949 0.477 836 NA 0.344 837 0.235 0.293 838 0.231 0.230 839 0.424 0.170 840 0.649 0.487 841 0.025 0.866 842 0.475 0.418 843 0.400 0.264 844 NA 0.158 845 0.195 0.401 846 0.874 0.260 847 -0.004 0.301 848 0.438 0.246 849 0.233 0.357 850 0.032 0.692 851 0.237 0.513 852 0.307 0.918 853 0.306 0.822 854 0.022 0.433 855 0.747 0.147 856 0.506 0.749 857 0.560 0.855 858 0.195 0.426 859 0.573 0.319 860 0.339 0.066 861 0.455 0.736 862 0.941 NA 863 0.621 0.998 864 0.451 0.923 865 0.730 0.400 866 0.950 0.396 867 0.944 0.778 868 0.484 0.978 869 0.593 0.952 870 0.683 0.131 871 0.570 0.614 872 0.243 0.065 873 0.441 0.037 874 0.223 0.420 875 0.053 0.667 876 0.908 0.514 877 0.561 0.095 878 0.869 0.237 879 0.139 0.661 880 0.062 0.798 881 0.822 0.294 882 0.084 0.938 883 0.107 0.326 884 0.728 0.777 885 0.137 0.061 886 0.117 0.191 887 0.774 0.161 888 0.880 1.008 889 0.785 0.542 890 0.633 0.843 891 0.901 0.165 892 0.897 0.650 893 0.931 0.991 894 0.514 0.937 895 0.565 0.115 896 0.846 0.993 897 0.635 0.998 898 0.277 0.264 899 0.692 0.679 900 0.247 0.621 901 0.341 0.614 902 0.214 0.519 903 0.196 0.771 904 0.875 0.037 905 0.481 0.876 906 0.347 0.573 907 0.387 0.637 908 0.842 0.868 909 0.182 0.018 910 0.758 0.307 911 0.876 0.962 912 0.831 0.538 913 -0.002 0.238 914 0.076 0.771 915 0.416 0.287 916 0.916 0.982 917 0.249 0.864 918 0.401 0.477 919 0.238 0.097 920 0.212 0.944 921 0.543 0.922 922 0.237 0.830 923 0.151 0.661 924 0.874 0.029 925 0.894 0.240 926 0.182 0.110 927 0.066 0.703 928 0.295 0.379 929 0.865 0.519 930 0.622 0.138 931 0.747 0.891 932 0.777 0.630 933 0.940 0.431 934 0.415 0.455 935 0.828 0.070 936 0.001 0.607 937 0.851 0.744 938 0.899 0.303 939 0.940 0.110 940 0.337 0.011 941 0.265 0.938 942 0.255 0.106 943 0.386 0.124 944 0.189 0.729 945 0.684 0.069 946 0.169 0.791 947 0.642 0.007 948 0.054 0.905 949 0.911 0.460 950 0.078 0.893 951 0.219 0.951 952 0.005 0.848 953 0.113 0.990 954 0.400 0.103 955 0.890 1.005 956 0.377 0.842 957 0.514 0.920 958 0.482 0.099 959 0.644 0.533 960 0.550 0.019 961 0.780 0.383 962 0.704 0.243 963 0.264 0.196 964 0.403 0.138 965 0.637 0.843 966 0.454 0.121 967 0.152 0.602 968 0.837 0.083 969 0.478 0.748 970 0.239 0.494 971 0.705 0.089 972 0.902 0.157 973 0.273 0.650 974 0.451 0.115 975 0.400 0.423 976 0.425 0.575 977 0.900 0.609 978 0.684 1.006 979 0.296 0.599 980 0.808 0.688 981 0.546 0.489 982 0.875 0.170 983 0.343 0.544 984 0.875 0.894 985 0.065 0.318 986 0.147 0.252 987 0.612 0.157 988 0.762 0.194 989 0.023 0.979 990 0.939 0.734 991 0.517 0.576 992 0.176 0.167 993 0.600 0.079 994 0.509 0.082 995 0.102 0.511 996 0.566 0.524 997 0.594 0.798 998 0.714 0.110 999 0.209 0.706 1000 0.581 0.864 1001 0.776 0.819 1002 0.634 0.932 1003 0.609 0.352 1004 0.049 0.479 1005 0.818 0.548 1006 0.611 0.886 1007 0.305 0.037 1008 0.094 1.004 1009 0.781 0.777 1010 0.324 0.636 1011 0.455 0.185 1012 0.216 0.713 1013 0.954 0.631 1014 0.211 0.688 1015 0.379 0.038 1016 0.250 0.460 1017 0.135 0.043 1018 0.881 0.077 1019 0.890 0.281 1020 0.328 0.546 1021 0.369 0.809 1022 0.316 0.424 1023 0.640 0.391 1024 0.796 0.591 1025 0.570 0.345 1026 0.264 0.596 1027 0.460 0.127 1028 0.246 0.720 1029 0.304 0.725 1030 0.116 0.055 1031 0.670 0.625 1032 0.620 0.256 1033 0.694 0.553 1034 0.572 0.619 1035 0.432 0.299 1036 0.396 0.283 1037 0.935 0.760 1038 0.480 0.838 1039 0.460 0.125 1040 0.079 0.874 1041 0.701 0.066 1042 0.834 0.876 1043 0.374 0.067 1044 0.066 0.152 1045 0.258 0.169 1046 0.879 0.270 1047 0.543 0.963 1048 0.310 0.775 1049 0.304 0.398 1050 0.392 0.777 1051 0.898 0.555 1052 0.958 0.576 1053 0.936 0.591 1054 0.485 0.779 1055 0.004 0.929 1056 0.194 0.670 1057 0.101 0.398 1058 0.342 0.974 1059 0.807 0.322 1060 0.841 0.911 1061 0.288 0.610 1062 -0.013 0.935 1063 0.883 -0.004 1064 0.035 0.026 1065 0.818 0.662 1066 0.148 0.915 1067 0.394 0.701 1068 0.518 0.505 1069 -0.001 0.594 1070 0.794 0.141 1071 0.747 0.004 1072 0.896 0.170 1073 0.375 0.424 1074 0.848 0.765 1075 0.219 1.005 1076 0.683 0.080 1077 0.612 0.689 1078 0.779 0.085 1079 0.719 0.892 1080 0.288 NA 1081 0.173 0.048 1082 0.433 0.297 1083 0.130 0.502 1084 0.653 0.647 1085 0.018 0.419 1086 0.441 0.888 1087 0.207 0.088 1088 0.651 0.359 1089 0.250 0.470 1090 0.253 0.443 1091 0.459 0.191 1092 0.598 0.651 1093 0.067 0.306 1094 0.203 0.307 1095 0.473 0.044 1096 0.681 0.046 1097 0.835 0.158 1098 0.763 0.138 1099 0.877 0.187 1100 0.475 0.514 1101 0.418 0.966 1102 0.231 0.056 1103 0.351 0.240 1104 0.004 0.302 1105 0.653 0.234 1106 0.173 0.066 1107 0.584 0.765 1108 0.593 0.111 1109 0.301 0.783 1110 0.125 0.055 1111 0.205 0.192 1112 0.425 0.600 1113 0.846 0.680 1114 0.021 0.508 1115 0.628 0.018 1116 0.567 0.918 1117 0.382 0.648 1118 0.632 0.153 1119 0.495 0.351 1120 0.751 0.440 1121 -0.026 0.137 1122 0.623 0.211 1123 0.160 0.602 1124 0.684 0.667 1125 0.197 0.313 1126 0.834 0.466 1127 0.917 0.698 1128 0.756 0.408 1129 0.368 0.147 1130 0.335 0.865 1131 0.269 0.699 1132 0.693 0.729 1133 0.788 0.846 1134 0.486 0.411 1135 0.632 0.517 1136 0.897 0.980 1137 0.486 0.348 1138 0.822 0.417 1139 0.961 0.767 1140 0.182 0.583 1141 0.949 0.533 1142 0.154 0.882 1143 0.739 0.198 1144 0.719 0.929 1145 0.305 0.494 1146 0.425 0.107 1147 0.545 0.614 1148 0.001 0.319 1149 0.265 0.731 1150 0.126 0.118 1151 -0.010 0.506 1152 0.018 0.505 1153 0.405 0.842 1154 0.691 0.959 1155 0.334 0.464 1156 0.130 0.942 1157 0.565 0.233 1158 0.831 0.694 1159 0.666 0.607 1160 0.056 0.818 1161 0.834 0.250 1162 0.159 0.304 1163 0.165 0.423 1164 0.082 0.706 1165 0.471 0.286 1166 0.860 0.963 1167 0.627 0.366 1168 0.434 0.407 1169 0.317 0.990 1170 0.548 0.368 1171 0.103 0.737 1172 0.228 0.010 1173 0.285 0.896 1174 0.141 0.497 1175 0.300 0.932 1176 0.212 0.928 1177 0.398 0.597 1178 0.636 0.087 1179 0.220 0.276 1180 0.309 0.611 1181 0.225 0.205 1182 0.666 0.494 1183 0.517 0.221 1184 -0.016 0.682 1185 0.401 0.017 1186 0.773 0.873 1187 0.012 0.339 1188 0.234 0.768 1189 0.891 0.391 1190 0.310 0.623 1191 0.446 0.018 1192 0.107 0.274 1193 0.682 0.374 1194 0.643 0.272 1195 0.256 0.650 1196 0.752 0.927 1197 0.225 0.712 1198 0.437 0.348 1199 0.495 0.672 1200 0.099 0.438 1201 0.935 0.386 1202 0.602 0.671 1203 0.597 0.834 1204 0.201 0.616 1205 0.868 0.163 1206 0.003 0.216 1207 0.141 0.095 1208 0.536 0.890 1209 0.195 0.913 1210 0.488 0.216 1211 0.208 0.157 1212 0.567 0.972 1213 0.934 0.457 1214 0.502 0.410 1215 0.281 0.276 1216 0.464 0.700 1217 0.192 0.711 1218 0.148 0.513 1219 0.383 0.654 1220 0.156 0.695 1221 0.463 0.877 1222 0.843 0.993 1223 0.702 0.999 1224 0.769 0.792 1225 0.868 0.748 1226 0.490 0.924 1227 0.199 0.511 1228 0.961 1.009 1229 0.251 0.112 1230 0.689 0.803 1231 0.818 0.575 1232 0.870 -0.005 1233 0.651 0.716 1234 0.964 0.057 1235 -0.002 0.254 1236 0.438 0.232 1237 0.532 0.195 1238 0.417 0.286 1239 0.201 0.567 1240 0.142 1.005 1241 0.757 0.286 1242 0.268 0.076 1243 0.131 0.692 1244 0.853 0.642 1245 0.348 0.174 1246 0.086 0.829 1247 0.362 0.877 1248 0.111 0.475 1249 0.578 0.416 1250 0.721 0.094 1251 0.850 0.348 1252 0.824 0.538 1253 0.453 0.028 1254 0.352 0.305 1255 0.082 0.587 1256 0.853 0.240 1257 NA 0.984 1258 0.810 0.196 1259 0.233 0.497 1260 0.704 0.772 1261 0.937 0.445 1262 0.761 0.557 1263 0.091 0.042 1264 0.130 0.141 1265 0.132 0.568 1266 0.771 0.903 1267 0.329 0.871 1268 0.011 0.894 1269 0.294 0.866 1270 0.438 0.484 1271 0.066 0.573 1272 0.584 0.207 1273 0.330 0.698 1274 0.062 0.923 1275 0.182 0.144 1276 0.443 0.687 1277 0.148 0.956 1278 0.179 0.003 1279 0.037 0.531 1280 0.395 0.449 1281 0.182 0.988 1282 0.750 0.418 1283 0.240 0.990 1284 0.701 0.375 1285 0.388 0.327 1286 0.650 0.845 1287 0.219 0.743 1288 0.280 0.510 1289 0.939 0.524 1290 0.628 0.656 1291 0.211 0.678 1292 0.573 0.740 1293 0.654 0.831 1294 0.624 0.975 1295 0.314 0.107 1296 0.677 0.235 1297 0.457 0.820 1298 0.904 0.524 1299 -0.022 0.842 1300 0.556 0.816 1301 0.465 0.385 1302 0.904 0.428 1303 0.784 0.929 1304 0.857 0.407 1305 0.168 0.401 1306 0.486 0.541 1307 -0.026 0.961 1308 0.867 0.156 1309 0.411 0.624 1310 0.231 0.640 1311 0.330 0.028 1312 0.471 0.172 1313 0.526 0.877 1314 0.536 0.953 1315 0.593 0.681 1316 0.913 0.942 1317 0.550 0.199 1318 0.049 0.228 1319 -0.012 0.667 1320 0.593 0.471 1321 0.057 0.258 1322 0.052 0.704 1323 0.212 0.501 1324 0.303 0.814 1325 0.927 0.210 1326 0.263 0.707 1327 0.746 0.699 1328 0.714 0.330 1329 0.467 0.442 1330 0.964 0.647 1331 0.864 0.487 1332 0.657 0.805 1333 0.576 0.440 1334 0.757 0.095 1335 0.894 0.914 1336 0.641 0.621 1337 0.399 0.505 1338 0.027 0.881 1339 0.689 0.611 1340 0.909 0.000 1341 0.854 0.779 1342 0.542 0.722 1343 0.802 0.855 1344 0.433 0.600 1345 0.534 0.313 1346 0.313 0.918 1347 0.343 0.227 1348 0.344 0.858 1349 0.402 0.853 1350 0.101 0.620 1351 0.246 0.538 1352 0.557 0.675 1353 0.081 0.952 1354 0.209 0.867 1355 0.124 0.238 1356 0.791 0.263 1357 0.389 0.218 1358 0.746 0.412 1359 0.035 0.442 1360 0.121 0.371 1361 0.702 0.337 1362 0.112 0.204 1363 0.905 0.941 1364 0.171 0.648 1365 0.129 0.085 1366 0.660 0.527 1367 0.730 0.123 1368 0.097 0.875 1369 0.723 0.619 1370 0.801 0.036 1371 0.332 0.740 1372 0.472 0.225 1373 0.575 0.144 1374 0.703 0.190 1375 0.774 0.554 1376 0.890 0.986 1377 0.796 NA 1378 0.936 0.673 1379 0.686 0.792 1380 0.772 0.389 1381 0.792 0.037 1382 0.714 0.096 1383 0.482 0.991 1384 0.363 0.776 1385 0.322 0.207 1386 0.691 0.922 1387 0.636 0.599 1388 0.929 0.225 1389 0.747 0.705 1390 0.558 0.328 1391 0.510 0.693 1392 0.642 0.985 1393 0.119 0.625 1394 0.644 0.811 1395 0.325 0.970 1396 0.590 0.506 1397 0.773 0.213 1398 0.686 0.764 1399 0.826 0.819 1400 0.782 0.964 1401 0.035 0.813 1402 0.606 0.403 1403 0.290 0.602 1404 0.441 0.689 1405 0.453 0.236 1406 -0.017 0.679 1407 0.674 0.726 1408 0.629 0.821 1409 0.095 0.958 1410 0.476 0.088 1411 0.946 0.481 1412 0.154 0.271 1413 0.653 0.836 1414 0.656 0.515 1415 0.859 0.881 1416 0.097 0.807 1417 0.334 0.015 1418 0.430 0.088 1419 0.344 0.203 1420 0.247 0.868 1421 0.682 0.766 1422 0.830 0.179 1423 0.883 0.344 1424 0.777 0.872 1425 0.754 0.039 1426 0.958 0.243 1427 0.286 0.776 1428 0.951 0.223 1429 0.565 0.214 1430 0.873 0.685 1431 0.669 0.882 1432 0.952 0.168 1433 0.426 0.207 1434 0.901 0.525 1435 0.840 0.388 1436 0.110 0.476 1437 0.891 0.762 1438 0.880 0.028 1439 0.386 0.698 1440 0.323 0.102 1441 0.881 0.345 1442 0.599 0.290 1443 0.143 0.735 1444 0.224 0.162 1445 0.214 0.408 1446 0.187 0.228 1447 0.922 0.835 1448 0.343 0.479 1449 0.294 0.499 1450 0.809 0.189 1451 0.255 0.620 1452 0.234 0.903 1453 0.824 0.441 1454 0.024 0.013 1455 0.925 0.255 1456 0.876 0.863 1457 0.797 0.514 1458 0.333 0.860 1459 -0.019 0.865 1460 0.362 0.108 1461 0.800 0.388 1462 0.062 0.881 1463 0.658 0.991 1464 0.565 0.015 1465 0.668 0.348 1466 -0.024 0.124 1467 0.676 0.778 1468 0.529 0.336 1469 0.029 0.416 1470 0.785 0.893 1471 0.457 0.919 1472 0.544 0.250 1473 0.783 0.413 1474 0.454 0.129 1475 0.091 0.356 1476 0.808 0.219 1477 0.017 0.237 1478 0.829 0.919 1479 0.374 0.261 1480 0.717 0.844 1481 0.433 0.997 1482 0.366 0.079 1483 0.282 0.675 1484 0.098 0.100 1485 0.297 0.106 1486 0.765 0.339 1487 0.379 0.104 1488 0.243 0.370 1489 0.604 0.139 1490 0.926 0.539 1491 0.089 0.025 1492 -0.010 0.232 1493 0.341 0.027 1494 0.832 0.938 1495 0.661 0.784 1496 0.113 0.427 1497 0.402 0.778 1498 0.488 0.442 1499 0.571 0.824 1500 0.308 0.577 > all( is.na( predict( testTobit5Ml, type = "unconditional" )[ + cbind( t5Dat$ys, !t5Dat$ys )[ t5Samp, ] ] ) ) [1] TRUE > all.equal( predict( testTobit5Ml, type = "unconditional" )[ + !t5Dat$ys[ t5Samp ], 1 ], + predict( testTobit5Ml, newdata = t5Dat[ t5Samp & !t5Dat$ys, ], + type = "unconditional" )[ , 1 ] ) [1] TRUE > all.equal( predict( testTobit5Ml, type = "unconditional" )[ + t5Dat$ys[ t5Samp ], 2 ], + predict( testTobit5Ml, newdata = t5Dat[ t5Samp & t5Dat$ys, ], + type = "unconditional" )[ , 2 ] ) [1] TRUE > all.equal( + rowSums( predict( testTobit5Ml, type = "unconditional" ), na.rm = TRUE ), + fitted( testTobit5Ml ), check.attributes = FALSE ) [1] TRUE > all.equal( + predict( testTobit5Ml, newdata = t5Dat[ , c( "xo1", "xo2" ) ], + type = "unconditional" ), + predict( testTobit5Ml, newdata = t5Dat, type = "unconditional" ) ) [1] TRUE > round( predict( testTobit5Ml, newdata = t5Dat, type = "conditional" ), 3 ) E[yo1|ys=0] E[yo1|ys=1] E[yo2|ys=0] E[yo2|ys=1] 1 -1.254 0.325 -0.439 0.413 2 -0.704 0.896 -0.629 0.234 3 -0.202 1.216 -0.321 0.444 4 0.105 1.517 0.384 1.145 5 -0.178 1.231 -0.388 0.372 6 -0.490 1.022 0.083 0.899 7 -0.647 0.776 0.021 0.788 8 -1.098 0.410 0.356 1.169 9 0.165 1.573 0.015 0.775 10 -0.044 1.369 0.244 1.007 11 -0.799 0.704 0.093 0.903 12 -0.227 1.287 -0.404 0.413 13 -1.179 0.402 -0.421 0.432 14 -0.543 0.965 -0.600 0.213 15 NA NA NA NA 16 0.038 1.461 0.451 1.219 17 -1.225 0.365 0.000 0.857 18 -0.555 0.855 0.366 1.127 19 -0.301 1.126 0.095 0.865 20 -0.442 0.970 0.504 1.265 21 -1.084 0.432 -0.487 0.331 22 -0.456 0.994 0.027 0.809 23 0.138 1.548 -0.050 0.710 24 -0.414 1.130 0.231 1.064 25 -0.286 1.144 -0.409 0.362 26 -0.269 1.144 0.476 1.239 27 -0.161 1.286 -0.231 0.549 28 -0.814 0.631 0.382 1.162 29 0.053 1.466 0.181 0.944 30 -1.174 0.353 0.181 1.004 31 -1.020 0.473 0.313 1.118 32 -0.732 0.802 0.237 1.064 33 -0.697 0.751 -0.094 0.686 34 -0.201 1.281 -0.267 0.532 35 -0.602 0.834 0.433 1.207 36 -0.397 1.163 -0.477 0.364 37 -0.714 0.769 0.373 1.172 38 -0.501 1.084 -0.541 0.314 39 -0.365 1.112 0.273 1.070 40 -0.225 1.238 0.004 0.793 41 -0.243 1.228 -0.044 0.749 42 -0.638 0.937 -0.630 0.220 43 -0.101 1.311 0.425 1.187 44 -0.666 0.779 -0.316 0.463 45 -0.512 0.952 -0.514 0.276 46 -0.525 0.938 -0.095 0.695 47 -0.310 1.100 0.147 0.908 48 -0.695 0.760 -0.008 0.777 49 -1.028 0.466 -0.354 0.451 50 -0.150 1.293 -0.048 0.730 51 -0.274 1.134 -0.311 0.448 52 -0.606 0.860 -0.317 0.473 53 -0.385 1.215 0.077 0.940 54 -0.217 1.191 -0.252 0.507 55 -0.115 1.363 0.025 0.822 56 -0.249 1.164 0.444 1.206 57 -0.079 1.330 -0.153 0.607 58 -0.207 1.226 -0.379 0.394 59 -0.071 1.384 -0.046 0.739 60 -0.283 1.125 0.301 1.060 61 -0.065 1.343 -0.186 0.574 62 -0.976 0.469 0.163 0.942 63 -0.430 1.051 -0.559 0.240 64 -0.887 0.704 -0.253 0.605 65 -0.619 0.789 0.396 1.155 66 -0.495 0.994 -0.277 0.526 67 -0.232 1.198 -0.122 0.649 68 -0.225 1.214 0.206 0.982 69 -0.359 1.088 -0.448 0.332 70 -1.224 0.311 -0.135 0.693 71 -0.347 1.084 -0.276 0.496 72 -0.516 1.032 -0.402 0.433 73 -0.776 0.639 0.296 1.059 74 -0.295 1.230 -0.171 0.651 75 -0.572 0.946 -0.243 0.576 76 -0.112 1.297 -0.120 0.639 77 -1.103 0.427 NA NA 78 0.029 1.439 -0.039 0.722 79 -0.458 0.950 0.048 0.808 80 -0.454 1.002 0.346 1.131 81 -0.709 0.740 0.413 1.195 82 -0.603 0.889 -0.159 0.646 83 0.021 1.431 0.249 1.010 84 -0.589 0.824 -0.243 0.519 85 0.091 1.508 -0.223 0.542 86 -1.095 0.472 -0.064 0.781 87 -0.471 1.062 -0.606 0.221 88 -0.939 0.515 0.229 1.013 89 -0.400 1.008 -0.092 0.668 90 -0.163 1.285 0.143 0.925 91 -0.786 0.727 0.261 1.077 92 -1.105 0.418 -0.320 0.501 93 -0.069 1.352 0.125 0.891 94 -0.815 0.709 -0.312 0.510 95 -0.644 0.818 -0.136 0.653 96 -0.565 0.970 -0.313 0.514 97 -0.971 0.599 -0.568 0.280 98 -0.017 1.393 0.065 0.825 99 -0.938 0.528 0.415 1.206 100 -0.625 0.783 -0.061 0.698 101 -0.780 0.637 -0.206 0.558 102 -0.047 1.386 -0.216 0.557 103 -0.499 1.038 0.160 0.989 104 NA NA NA NA 105 -0.362 1.059 0.337 1.103 106 -1.024 0.488 0.286 1.102 107 -0.790 0.781 -0.057 0.791 108 -1.163 0.340 0.118 0.928 109 -0.839 0.718 0.238 1.078 110 -0.433 1.062 -0.246 0.560 111 -0.380 1.114 -0.343 0.463 112 -0.865 0.610 0.408 1.203 113 -0.311 1.169 0.344 1.142 114 -0.857 0.687 0.290 1.123 115 -0.850 0.586 0.394 1.169 116 -1.015 0.515 0.093 0.917 117 -0.291 1.118 0.231 0.991 118 -0.516 0.968 0.253 1.054 119 -1.060 0.505 0.317 1.162 120 -0.002 1.423 0.329 1.097 121 -0.368 1.094 -0.010 0.778 122 -0.842 0.667 -0.244 0.570 123 0.033 1.450 -0.067 0.697 124 -0.270 1.153 -0.458 0.310 125 -0.017 1.409 0.135 0.905 126 -0.772 0.675 -0.190 0.591 127 -0.734 0.679 -0.366 0.396 128 -1.136 0.453 -0.626 0.231 129 -0.556 0.902 -0.435 0.352 130 -0.392 1.117 -0.183 0.631 131 -0.716 0.700 -0.268 0.496 132 -0.349 1.209 -0.083 0.757 133 0.115 1.523 0.180 0.939 134 -0.602 0.864 0.347 1.138 135 -0.335 1.109 -0.372 0.406 136 -0.264 1.159 0.532 1.300 137 -0.453 0.955 -0.067 0.692 138 -0.747 0.799 0.088 0.922 139 -0.062 1.378 -0.017 0.759 140 NA NA -0.326 0.481 141 -0.731 0.683 0.443 1.205 142 -0.493 0.928 0.195 0.961 143 -0.370 1.140 -0.026 0.789 144 -0.399 1.076 0.402 1.198 145 -0.791 0.665 0.224 1.009 146 -0.420 1.130 -0.616 0.221 147 -0.369 1.204 -0.594 0.254 148 -0.761 0.730 -0.222 0.583 149 -0.186 1.261 -0.379 0.401 150 -1.098 0.407 -0.231 0.580 151 -0.603 0.806 -0.043 0.717 152 -0.699 0.852 -0.469 0.367 153 -0.539 0.917 -0.217 0.568 154 -0.123 1.286 0.496 1.256 155 -0.520 1.028 -0.267 0.568 156 -0.617 0.882 0.020 0.829 157 -0.361 1.083 0.308 1.087 158 -0.822 0.653 -0.325 0.471 159 -0.350 1.154 0.325 1.136 160 -0.078 1.330 -0.264 0.496 161 -0.818 0.634 0.079 0.862 162 -0.214 1.233 0.103 0.884 163 -0.484 0.999 -0.102 0.698 164 -0.313 1.112 -0.456 0.312 165 -0.651 0.847 -0.120 0.688 166 -0.581 0.994 -0.603 0.247 167 -0.634 0.802 -0.250 0.524 168 -0.525 0.926 0.325 1.108 169 0.140 1.555 0.395 1.158 170 -1.004 0.470 -0.222 0.573 171 -0.555 0.853 0.041 0.800 172 -0.426 1.132 0.181 1.021 173 -0.342 1.077 0.334 1.100 174 -0.436 1.001 -0.289 0.486 175 -0.740 0.766 -0.603 0.210 176 -0.789 0.774 -0.100 0.743 177 -0.673 0.917 -0.455 0.403 178 -0.875 0.546 -0.214 0.553 179 -1.029 0.437 0.316 1.107 180 -0.598 0.810 -0.192 0.568 181 0.005 1.413 -0.195 0.565 182 -0.605 0.911 0.236 1.054 183 -0.861 0.650 0.216 1.031 184 -0.615 0.794 -0.159 0.600 185 -0.255 1.156 -0.380 0.380 186 -0.609 0.807 -0.394 0.369 187 -0.201 1.243 -0.314 0.465 188 -1.141 0.459 -0.375 0.488 189 -0.742 0.749 -0.293 0.511 190 -0.822 0.600 0.098 0.865 191 -0.939 0.563 -0.556 0.254 192 -0.668 0.896 0.181 1.024 193 -0.193 1.279 0.014 0.808 194 -0.426 1.099 -0.358 0.464 195 -0.760 0.674 -0.213 0.560 196 -0.413 1.072 0.210 1.010 197 -0.072 1.344 -0.161 0.603 198 -0.785 0.757 -0.495 0.337 199 -0.918 0.626 -0.279 0.554 200 -0.779 0.649 -0.346 0.424 201 0.007 1.428 0.424 1.191 202 -0.718 0.747 -0.034 0.757 203 -0.469 0.940 0.587 1.347 204 -0.695 0.716 0.192 0.953 205 -0.494 0.972 -0.165 0.626 206 -0.779 0.810 0.241 1.099 207 -0.689 0.734 0.002 0.770 208 -0.471 0.958 0.066 0.836 209 -0.991 0.473 -0.159 0.630 210 -0.361 1.084 -0.434 0.345 211 -0.484 1.071 0.070 0.908 212 -0.625 0.842 -0.412 0.379 213 -0.221 1.241 0.283 1.072 214 -0.737 0.822 -0.391 0.450 215 -0.380 1.088 0.446 1.238 216 -0.492 0.917 -0.253 0.507 217 0.062 1.483 -0.244 0.522 218 -1.061 0.405 -0.418 0.373 219 -0.932 0.598 -0.651 0.175 220 -0.420 0.992 -0.056 0.705 221 -0.483 0.970 -0.428 0.355 222 -0.500 1.004 -0.604 0.207 223 -1.312 0.269 -0.441 0.411 224 -0.899 0.642 0.293 1.123 225 -0.813 0.623 0.427 1.201 226 -0.344 1.083 -0.412 0.358 227 -1.285 0.282 0.032 0.877 228 -0.009 1.400 0.212 0.972 229 NA NA 0.187 0.948 230 -0.525 1.042 -0.530 0.315 231 0.094 1.509 -0.194 0.569 232 -1.215 0.328 -0.044 0.788 233 -0.704 0.779 0.332 1.133 234 -0.403 1.069 -0.234 0.560 235 -0.284 1.125 -0.292 0.468 236 -0.254 1.168 -0.038 0.730 237 -0.819 0.742 -0.382 0.460 238 -0.599 0.814 0.029 0.791 239 -0.759 0.685 0.486 1.264 240 -0.973 0.545 -0.266 0.553 241 -0.340 1.094 -0.270 0.503 242 -0.490 0.924 -0.173 0.590 243 -0.234 1.262 -0.407 0.400 244 -0.134 1.296 -0.028 0.744 245 -0.263 1.166 -0.069 0.702 246 -1.260 0.321 -0.643 0.210 247 -0.242 1.264 -0.096 0.716 248 -0.682 0.776 -0.348 0.438 249 -1.102 0.392 -0.397 0.409 250 -0.190 1.242 -0.337 0.435 251 -0.609 0.900 -0.452 0.362 252 -0.110 1.302 0.416 1.177 253 -0.680 0.837 -0.427 0.392 254 -0.408 1.002 0.204 0.964 255 0.126 1.539 0.570 1.332 256 -0.724 0.870 -0.154 0.706 257 -0.522 1.055 -0.330 0.520 258 -0.149 1.260 -0.010 0.749 259 -0.440 1.022 0.411 1.200 260 0.225 1.634 0.097 0.856 261 -0.725 0.709 0.498 1.272 262 -0.459 0.954 0.349 1.111 263 -0.223 1.244 0.177 0.968 264 -0.402 1.112 0.078 0.894 265 -0.175 1.234 0.143 0.903 266 -0.199 1.244 -0.454 0.325 267 -0.696 0.742 0.088 0.864 268 -0.778 0.770 -0.327 0.508 269 -0.780 0.644 0.084 0.852 270 -0.783 0.791 -0.315 0.533 271 -0.818 0.781 0.075 0.938 272 -0.138 1.339 -0.139 0.658 273 -1.056 0.530 -0.219 0.636 274 -0.774 0.711 0.064 0.865 275 -1.128 0.362 0.128 0.932 276 -1.035 0.556 0.290 1.148 277 -0.551 0.880 -0.391 0.381 278 -0.834 0.684 -0.416 0.402 279 -0.706 0.819 -0.607 0.215 280 -0.229 1.195 -0.468 0.299 281 -0.448 0.998 0.057 0.837 282 -0.673 0.796 0.039 0.831 283 -1.045 0.441 0.263 1.065 284 -0.191 1.314 -0.388 0.424 285 -0.707 0.702 0.336 1.096 286 -0.641 0.793 -0.057 0.716 287 -1.132 0.467 -0.499 0.364 288 -0.369 1.074 -0.120 0.658 289 -0.647 0.928 -0.694 0.155 290 -0.034 1.374 0.451 1.211 291 -0.675 0.797 -0.510 0.284 292 -1.146 0.358 -0.070 0.741 293 -0.547 0.905 -0.511 0.272 294 -0.283 1.127 0.077 0.837 295 -0.375 1.039 0.510 1.273 296 -0.655 0.754 0.038 0.798 297 -0.501 0.953 0.164 0.949 298 -0.895 0.534 -0.344 0.427 299 -0.433 1.012 -0.101 0.679 300 -0.418 1.095 0.096 0.912 301 -0.411 1.048 -0.440 0.347 302 -0.171 1.264 0.216 0.990 303 -0.330 1.168 -0.273 0.535 304 -0.423 1.050 -0.550 0.245 305 -1.153 0.349 -0.078 0.732 306 0.003 1.415 -0.187 0.575 307 -1.142 0.450 -0.568 0.291 308 -0.572 0.858 -0.432 0.340 309 -0.658 0.830 0.265 1.068 310 -0.381 1.029 0.330 1.091 311 -0.214 1.266 -0.374 0.424 312 -0.757 0.657 0.309 1.072 313 -0.473 0.957 -0.237 0.534 314 -0.205 1.252 0.275 1.061 315 -0.890 0.581 0.288 1.082 316 -1.300 0.279 -0.595 0.256 317 -0.310 1.103 -0.061 0.701 318 -0.292 1.178 0.023 0.816 319 -0.103 1.319 -0.392 0.375 320 -0.273 1.202 0.261 1.056 321 -0.326 1.213 -0.036 0.794 322 -0.357 1.096 -0.110 0.674 323 -0.353 1.072 -0.225 0.544 324 -0.463 0.945 -0.135 0.625 325 -0.124 1.336 -0.152 0.635 326 -0.115 1.338 0.306 1.089 327 -0.635 0.797 -0.353 0.419 328 -0.349 1.073 0.085 0.852 329 -0.555 0.910 0.022 0.812 330 -0.434 1.135 0.104 0.950 331 -0.557 0.863 -0.451 0.314 332 -0.502 0.906 -0.050 0.709 333 -0.893 0.648 -0.636 0.194 334 -0.252 1.156 -0.375 0.384 335 -0.183 1.293 0.347 1.143 336 -0.867 0.728 -0.061 0.799 337 -1.038 0.432 0.184 0.977 338 -0.802 0.708 -0.572 0.242 339 -0.170 1.242 0.025 0.787 340 -0.088 1.339 -0.428 0.342 341 -0.411 1.091 -0.007 0.803 342 -0.482 1.067 -0.601 0.234 343 -0.725 0.709 -0.125 0.648 344 -0.421 1.001 0.219 0.986 345 -0.927 0.670 0.215 1.076 346 -0.730 0.681 0.070 0.832 347 -0.736 0.857 -0.245 0.614 348 -1.081 0.406 0.073 0.875 349 -0.888 0.589 -0.176 0.621 350 0.031 1.444 -0.317 0.445 351 -0.614 0.797 0.458 1.220 352 -0.593 0.927 0.253 1.073 353 -0.350 1.176 0.221 1.044 354 -0.140 1.277 -0.266 0.498 355 -0.930 0.576 -0.158 0.655 356 -0.334 1.090 0.182 0.950 357 -0.566 0.856 0.299 1.066 358 -1.119 0.447 0.177 1.021 359 -1.118 0.459 -0.263 0.588 360 -0.308 1.138 -0.149 0.631 361 -0.658 0.770 0.169 0.939 362 -0.951 0.487 0.127 0.903 363 -0.112 1.301 -0.189 0.573 364 -0.224 1.191 -0.237 0.526 365 -0.794 0.746 -0.051 0.780 366 -0.931 0.500 0.260 1.032 367 -0.226 1.251 -0.309 0.488 368 -0.858 0.589 0.244 1.025 369 -0.497 0.913 0.027 0.787 370 -0.452 1.111 0.095 0.938 371 -0.879 0.541 -0.138 0.628 372 -0.300 1.206 -0.094 0.718 373 -0.762 0.657 0.542 1.307 374 -0.496 1.067 -0.240 0.603 375 0.070 1.484 0.125 0.887 376 -0.114 1.336 -0.361 0.421 377 -0.394 1.136 -0.301 0.524 378 -0.497 0.933 -0.240 0.532 379 -0.097 1.355 0.358 1.141 380 -0.519 0.902 -0.353 0.413 381 -0.978 0.618 -0.243 0.618 382 -0.871 0.573 0.477 1.256 383 -0.261 1.250 -0.031 0.784 384 -0.836 0.661 -0.387 0.421 385 -1.157 0.411 -0.444 0.401 386 -0.325 1.195 0.027 0.846 387 -0.433 1.116 -0.166 0.669 388 -0.512 0.908 0.011 0.777 389 -0.739 0.708 0.473 1.253 390 -0.263 1.264 0.205 1.028 391 -0.706 0.769 -0.049 0.746 392 -1.327 0.270 0.055 0.916 393 -0.690 0.884 -0.631 0.218 394 -0.927 0.633 -0.222 0.619 395 -0.992 0.478 0.428 1.221 396 -0.660 0.912 -0.167 0.681 397 -0.111 1.312 0.529 1.297 398 -0.043 1.377 -0.251 0.515 399 -0.609 0.899 -0.302 0.511 400 -0.074 1.339 0.090 0.852 401 -0.500 0.952 -0.430 0.353 402 -0.829 0.765 -0.162 0.698 403 -0.384 1.123 -0.061 0.752 404 -0.398 1.080 0.322 1.119 405 -0.824 0.695 -0.339 0.480 406 -0.050 1.358 -0.168 0.591 407 -0.333 1.230 -0.051 0.792 408 -0.261 1.260 0.183 1.003 409 -0.155 1.296 0.013 0.796 410 -1.177 0.387 0.110 0.954 411 -0.965 0.474 0.433 1.209 412 -0.388 1.134 -0.077 0.743 413 -0.894 0.685 -0.200 0.652 414 -0.572 0.949 0.173 0.993 415 -0.877 0.612 -0.161 0.643 416 -0.385 1.188 -0.582 0.266 417 -0.289 1.133 0.305 1.072 418 -1.107 0.480 -0.330 0.526 419 -0.673 0.772 0.237 1.016 420 -0.473 0.948 0.068 0.834 421 -0.089 1.344 -0.014 0.758 422 -0.724 0.841 -0.261 0.584 423 -0.381 1.043 0.535 1.303 424 0.060 1.477 -0.368 0.395 425 0.179 1.587 -0.172 0.587 426 -1.163 0.414 -0.319 0.532 427 -0.683 0.861 -0.518 0.315 428 -0.470 1.010 -0.109 0.689 429 -0.103 1.306 -0.316 0.444 430 -0.214 1.207 -0.433 0.333 431 -0.583 0.937 -0.547 0.273 432 -1.073 0.498 -0.230 0.617 433 0.081 1.490 -0.230 0.530 434 -0.739 0.744 0.008 0.808 435 -0.094 1.314 -0.114 0.646 436 -0.999 0.601 0.180 1.043 437 -0.432 0.981 0.179 0.941 438 -0.605 0.885 -0.522 0.282 439 -0.464 1.028 -0.180 0.625 440 -0.492 1.046 -0.539 0.290 441 -0.957 0.599 0.030 0.870 442 -0.642 0.767 0.388 1.147 443 -0.290 1.252 -0.617 0.215 444 -0.773 0.668 -0.454 0.324 445 -0.538 0.871 -0.394 0.365 446 -0.208 1.202 0.087 0.848 447 -0.748 0.763 -0.435 0.380 448 -0.426 1.050 0.256 1.052 449 -1.028 0.434 0.094 0.883 450 -0.292 1.117 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1.005 -0.236 0.527 553 0.190 1.599 -0.061 0.699 554 -0.545 0.884 0.493 1.264 555 -0.295 1.256 -0.647 0.190 556 -1.080 0.446 -0.296 0.527 557 -0.214 1.208 -0.215 0.552 558 -0.644 0.865 -0.143 0.671 559 -0.954 0.531 -0.568 0.233 560 -0.361 1.051 0.455 1.217 561 -0.458 0.954 0.261 1.023 562 -0.302 1.111 0.317 1.079 563 -1.194 0.369 -0.329 0.514 564 -0.606 0.818 0.534 1.302 565 -0.667 0.741 0.112 0.871 566 -0.747 0.661 -0.107 0.652 567 -0.382 1.094 -0.412 0.384 568 -0.396 1.023 -0.268 0.497 569 -0.602 0.823 -0.458 0.310 570 -1.168 0.362 -0.012 0.813 571 -1.050 0.466 0.363 1.181 572 -1.007 0.468 -0.118 0.678 573 -0.572 0.839 0.146 0.907 574 -0.243 1.240 0.409 1.209 575 -1.102 0.451 -0.433 0.405 576 -0.328 1.149 -0.372 0.424 577 0.095 1.511 0.397 1.161 578 NA NA NA NA 579 0.190 1.601 0.453 1.214 580 -0.711 0.703 0.301 1.064 581 -0.990 0.538 -0.543 0.282 582 -0.607 0.812 0.406 1.170 583 -0.529 1.022 -0.534 0.302 584 -0.738 0.703 0.361 1.139 585 -0.745 0.745 -0.055 0.748 586 -1.056 0.417 0.041 0.835 587 -0.514 0.914 0.483 1.253 588 -0.661 0.783 -0.071 0.707 589 -0.672 0.769 0.296 1.073 590 -0.304 1.156 -0.331 0.456 591 -0.846 0.598 0.365 1.143 592 -0.293 1.121 0.298 1.060 593 -0.255 1.154 -0.104 0.656 594 -0.989 0.599 0.258 1.115 595 -0.368 1.097 -0.521 0.269 596 -0.832 0.684 0.100 0.917 597 -0.692 0.775 0.301 1.092 598 -0.498 1.000 -0.538 0.269 599 -0.255 1.164 0.259 1.025 600 -0.194 1.229 0.451 1.218 601 -0.573 0.838 0.110 0.871 602 -0.751 0.750 -0.155 0.654 603 -1.166 0.392 0.038 0.878 604 -0.721 0.869 -0.077 0.780 605 -0.787 0.639 0.228 0.998 606 -0.371 1.038 -0.087 0.673 607 -0.611 0.971 -0.539 0.315 608 -0.167 1.272 0.487 1.263 609 -0.684 0.750 0.186 0.959 610 -0.404 1.023 0.384 1.154 611 -0.131 1.337 0.309 1.101 612 -0.663 0.746 -0.203 0.557 613 -0.587 0.937 -0.025 0.797 614 0.004 1.444 0.256 1.033 615 -1.145 0.394 0.343 1.173 616 -0.348 1.085 0.302 1.075 617 -0.834 0.725 0.214 1.055 618 -0.678 0.741 0.156 0.921 619 -0.118 1.358 -0.024 0.772 620 -0.928 0.505 -0.239 0.534 621 -1.168 0.347 -0.593 0.224 622 0.070 1.478 0.616 1.375 623 -0.753 0.820 -0.646 0.202 624 -0.804 0.750 -0.642 0.196 625 -1.052 0.434 0.081 0.883 626 -0.406 1.018 0.466 1.234 627 -0.367 1.210 -0.228 0.622 628 -0.771 0.721 0.008 0.813 629 -0.770 0.711 0.042 0.841 630 -0.405 1.064 0.164 0.956 631 -0.695 0.719 0.465 1.227 632 -0.106 1.353 -0.450 0.337 633 -0.674 0.832 -0.514 0.298 634 -0.963 0.611 -0.492 0.357 635 -0.382 1.026 0.229 0.989 636 -0.191 1.227 0.257 1.022 637 NA NA NA NA 638 -0.446 0.983 -0.051 0.720 639 -0.783 0.627 -0.034 0.727 640 -0.563 1.015 -0.353 0.499 641 -0.859 0.575 0.374 1.148 642 -0.179 1.325 -0.003 0.809 643 -1.160 0.357 -0.622 0.196 644 -0.232 1.206 0.471 1.247 645 -0.207 1.210 -0.164 0.601 646 -0.859 0.563 -0.301 0.466 647 -0.093 1.316 0.481 1.241 648 -1.239 0.329 -0.066 0.780 649 -0.930 0.518 -0.285 0.496 650 -0.244 1.233 -0.387 0.410 651 -0.395 1.027 0.203 0.970 652 -1.272 0.319 -0.139 0.720 653 -1.272 0.284 0.243 1.082 654 -1.003 0.514 -0.366 0.452 655 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0.678 0.056 0.821 996 -0.595 0.916 -0.103 0.712 997 -0.410 1.045 0.256 1.041 998 -0.294 1.162 -0.434 0.352 999 -0.841 0.629 0.139 0.932 1000 -0.526 0.964 0.267 1.071 1001 0.041 1.449 0.422 1.182 1002 -0.490 1.006 0.326 1.133 1003 -0.554 0.958 -0.275 0.540 1004 -0.713 0.697 0.068 0.828 1005 0.093 1.501 0.157 0.916 1006 -0.163 1.248 0.468 1.229 1007 -0.960 0.598 -0.645 0.195 1008 -1.141 0.403 0.338 1.171 1009 -0.475 1.079 0.100 0.938 1010 -0.393 1.015 0.249 1.009 1011 -0.306 1.104 -0.226 0.535 1012 -0.822 0.644 0.153 0.944 1013 0.192 1.602 0.221 0.981 1014 -0.943 0.565 0.066 0.879 1015 -0.777 0.732 -0.585 0.229 1016 -0.950 0.578 -0.187 0.637 1017 -0.949 0.533 -0.541 0.258 1018 -0.126 1.330 -0.466 0.320 1019 -0.086 1.361 -0.246 0.535 1020 -0.390 1.018 0.159 0.918 1021 -0.453 0.963 0.366 1.130 1022 -0.588 0.842 -0.064 0.708 1023 -0.396 1.069 -0.167 0.623 1024 -0.391 1.132 -0.049 0.772 1025 -0.389 1.054 -0.172 0.606 1026 -0.866 0.632 -0.014 0.794 1027 -0.560 0.900 -0.423 0.364 1028 -0.960 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0.953 0.208 0.968 1062 -0.904 0.523 0.454 1.224 1063 0.116 1.526 -0.418 0.343 1064 -1.305 0.291 -0.696 0.165 1065 -0.125 1.314 0.154 0.930 1066 -0.693 0.726 0.461 1.226 1067 -0.518 0.914 0.209 0.981 1068 -0.270 1.143 0.081 0.842 1069 -0.871 0.553 0.125 0.893 1070 -0.056 1.364 -0.318 0.448 1071 -0.043 1.369 -0.422 0.339 1072 0.181 1.589 -0.216 0.544 1073 -0.842 0.694 -0.232 0.596 1074 -0.210 1.263 0.195 0.989 1075 -0.837 0.635 0.435 1.229 1076 -0.457 1.046 -0.535 0.275 1077 -0.123 1.286 0.293 1.053 1078 -0.228 1.228 -0.458 0.328 1079 -0.211 1.225 0.390 1.164 1080 -0.669 0.773 NA NA 1081 -0.861 0.603 -0.510 0.280 1082 -0.668 0.820 -0.297 0.505 1083 -1.072 0.456 -0.146 0.678 1084 -0.588 0.959 -0.022 0.812 1085 -0.722 0.687 0.020 0.780 1086 -0.809 0.742 0.214 1.050 1087 -1.111 0.474 -0.623 0.232 1088 -0.646 0.928 -0.341 0.508 1089 -0.479 0.929 0.077 0.837 1090 -0.591 0.828 -0.012 0.753 1091 -0.538 0.915 -0.347 0.437 1092 -0.158 1.252 0.243 1.004 1093 -0.745 0.669 -0.133 0.631 1094 -0.621 0.795 -0.138 0.626 1095 -0.348 1.068 -0.399 0.365 1096 -0.033 1.375 -0.339 0.420 1097 -0.001 1.417 -0.293 0.472 1098 0.002 1.412 -0.273 0.488 1099 0.013 1.436 -0.278 0.489 1100 -0.661 0.840 -0.099 0.710 1101 -0.439 0.983 0.504 1.270 1102 -0.881 0.611 -0.544 0.261 1103 -0.473 0.944 -0.204 0.560 1104 -0.697 0.711 -0.076 0.684 1105 -0.105 1.305 -0.174 0.586 1106 -0.696 0.727 -0.403 0.364 1107 -0.385 1.060 0.243 1.022 1108 -0.541 0.959 -0.501 0.308 1109 -0.409 0.999 0.400 1.159 1110 -1.192 0.392 -0.656 0.199 1111 -1.006 0.527 -0.461 0.366 1112 -0.861 0.708 -0.094 0.752 1113 -0.037 1.388 0.203 0.972 1114 -0.871 0.557 0.026 0.796 1115 -0.151 1.261 -0.402 0.359 1116 -0.752 0.833 0.207 1.062 1117 -0.454 0.964 0.198 0.962 1118 -0.080 1.329 -0.231 0.529 1119 -0.233 1.175 -0.042 0.718 1120 -0.550 1.026 -0.262 0.589 1121 -0.746 0.662 -0.251 0.508 1122 -0.590 0.944 -0.444 0.384 1123 -0.977 0.524 -0.012 0.798 1124 -0.249 1.188 0.164 0.939 1125 -0.738 0.699 -0.191 0.584 1126 -0.503 1.092 -0.255 0.605 1127 0.091 1.508 0.253 1.017 1128 -0.293 1.176 -0.158 0.635 1129 -0.968 0.626 -0.573 0.286 1130 -0.720 0.751 0.296 1.090 1131 -0.825 0.660 0.109 0.910 1132 -0.503 1.023 0.084 0.907 1133 -0.460 1.090 0.173 1.009 1134 -0.236 1.173 0.022 0.781 1135 -0.643 0.920 -0.171 0.672 1136 0.089 1.503 0.543 1.306 1137 -0.446 0.990 -0.155 0.620 1138 -0.180 1.275 -0.123 0.662 1139 0.039 1.473 0.270 1.043 1140 -0.953 0.548 -0.029 0.780 1141 -0.213 1.299 -0.094 0.721 1142 -0.728 0.697 0.406 1.175 1143 -0.591 1.000 -0.520 0.339 1144 -0.123 1.295 0.475 1.240 1145 -0.928 0.615 -0.171 0.662 1146 -0.509 0.928 -0.397 0.378 1147 -0.740 0.828 -0.079 0.767 1148 -1.076 0.403 -0.262 0.536 1149 -0.811 0.668 0.150 0.948 1150 -1.148 0.414 -0.569 0.274 1151 -1.342 0.250 -0.212 0.646 1152 -1.105 0.391 -0.101 0.706 1153 -0.345 1.064 0.437 1.198 1154 -0.502 1.023 0.316 1.138 1155 -0.682 0.777 -0.084 0.703 1156 -0.977 0.513 0.345 1.148 1157 -0.337 1.092 -0.253 0.518 1158 -0.042 1.382 0.223 0.991 1159 -0.530 0.996 -0.038 0.785 1160 -0.834 0.593 0.338 1.107 1161 -0.164 1.289 -0.288 0.496 1162 -0.617 0.794 -0.115 0.646 1163 -0.943 0.547 -0.174 0.629 1164 -1.115 0.412 0.061 0.884 1165 -0.823 0.749 -0.412 0.436 1166 0.009 1.429 0.504 1.270 1167 -0.387 1.071 -0.181 0.605 1168 -0.816 0.735 -0.266 0.570 1169 NA NA NA NA 1170 -0.551 0.936 -0.225 0.577 1171 -1.123 0.417 0.076 0.906 1172 -1.102 0.489 -0.707 0.151 1173 -0.514 0.899 0.465 1.227 1174 -1.005 0.500 -0.121 0.690 1175 -0.462 0.948 0.520 1.281 1176 -0.740 0.701 0.415 1.192 1177 -0.470 0.953 0.129 0.896 1178 -0.267 1.163 -0.400 0.371 1179 -0.577 0.836 -0.154 0.608 1180 -0.727 0.738 0.052 0.842 1181 -0.981 0.549 -0.445 0.380 1182 -0.583 0.967 -0.179 0.657 1183 -0.381 1.048 -0.263 0.508 1184 -1.032 0.427 0.135 0.921 1185 -0.522 0.912 -0.480 0.293 1186 -0.191 1.254 0.353 1.132 1187 -1.156 0.358 -0.291 0.526 1188 -0.470 0.938 0.388 1.147 1189 0.166 1.574 0.000 0.760 1190 -0.613 0.821 0.125 0.899 1191 -0.664 0.827 -0.581 0.224 1192 -0.917 0.544 -0.279 0.509 1193 -0.382 1.093 -0.199 0.596 1194 -0.555 0.972 -0.375 0.449 1195 -0.752 0.704 0.106 0.892 1196 -0.316 1.160 0.351 1.147 1197 -1.034 0.521 0.033 0.872 1198 -0.835 0.727 -0.338 0.504 1199 -0.811 0.767 -0.033 0.819 1200 -1.143 0.404 -0.232 0.603 1201 -0.281 1.254 -0.270 0.558 1202 -0.623 0.916 0.010 0.840 1203 -0.693 0.877 0.139 0.986 1204 -0.954 0.554 -0.007 0.807 1205 -0.417 1.151 -0.530 0.315 1206 -1.195 0.332 -0.431 0.393 1207 -0.690 0.727 -0.353 0.411 1208 -0.176 1.232 0.506 1.265 1209 -0.734 0.702 0.411 1.186 1210 -0.805 0.767 -0.482 0.366 1211 -1.029 0.516 -0.510 0.323 1212 -0.696 0.861 0.290 1.130 1213 -0.216 1.291 -0.162 0.650 1214 -0.808 0.773 -0.296 0.556 1215 -0.646 0.789 -0.224 0.550 1216 -0.525 0.926 0.167 0.949 1217 -0.992 0.529 0.072 0.892 1218 -1.034 0.486 -0.125 0.695 1219 -0.479 0.943 0.189 0.956 1220 -0.550 0.858 0.314 1.073 1221 -0.347 1.067 0.440 1.203 1222 -0.168 1.289 0.448 1.234 1223 -0.212 1.220 0.506 1.278 1224 0.034 1.443 0.395 1.155 1225 -0.267 1.233 0.136 0.945 1226 -0.796 0.772 0.230 1.076 1227 -0.773 0.673 -0.013 0.767 1228 -0.286 1.264 0.337 1.172 1229 -0.924 0.593 -0.522 0.296 1230 -0.235 1.199 0.305 1.078 1231 -0.260 1.220 -0.007 0.791 1232 -0.333 1.196 -0.654 0.171 1233 -0.281 1.155 0.214 0.988 1234 0.193 1.604 -0.359 0.402 1235 -0.859 0.562 -0.208 0.558 1236 -0.581 0.878 -0.318 0.470 1237 -0.532 0.942 -0.379 0.416 1238 -0.852 0.708 -0.398 0.443 1239 -0.694 0.734 0.084 0.854 1240 -0.801 0.637 0.496 1.272 1241 0.032 1.440 -0.105 0.654 1242 -0.725 0.727 -0.459 0.324 1243 -1.042 0.474 0.059 0.877 1244 -0.116 1.330 0.120 0.900 1245 -0.637 0.813 -0.357 0.425 1246 -1.075 0.436 0.203 1.018 1247 -0.511 0.913 0.406 1.174 1248 -0.683 0.730 0.046 0.808 1249 -0.430 1.026 -0.127 0.658 1250 -0.090 1.324 -0.343 0.420 1251 -0.041 1.387 -0.133 0.637 1252 0.109 1.517 0.153 0.912 1253 -0.805 0.750 -0.650 0.189 1254 -0.752 0.737 -0.290 0.513 1255 -0.807 0.620 0.108 0.877 1256 -0.020 1.404 -0.231 0.537 1257 NA NA 0.381 1.186 1258 -0.136 1.304 -0.314 0.463 1259 -0.882 0.611 -0.104 0.701 1260 -0.022 1.386 0.380 1.140 1261 -0.066 1.389 -0.096 0.689 1262 -0.437 1.090 -0.089 0.734 1263 -1.191 0.376 -0.650 0.195 1264 -0.580 0.828 -0.242 0.517 1265 -0.661 0.751 0.140 0.902 1266 -0.337 1.153 0.306 1.109 1267 -0.940 0.620 0.186 1.027 1268 -1.286 0.288 0.194 1.043 1269 -0.678 0.768 0.342 1.122 1270 -0.283 1.125 0.095 0.855 1271 -1.047 0.445 -0.027 0.778 1272 -0.216 1.197 -0.224 0.538 1273 -0.383 1.025 0.313 1.073 1274 -1.027 0.456 0.336 1.136 1275 -0.534 0.874 -0.243 0.517 1276 -0.322 1.088 0.275 1.036 1277 -1.167 0.416 0.247 1.101 1278 -1.138 0.446 -0.708 0.147 1279 -1.041 0.439 -0.051 0.747 1280 -0.363 1.046 0.040 0.800 1281 -0.951 0.549 0.376 1.185 1282 -0.523 1.039 -0.268 0.574 1283 -0.925 0.588 0.362 1.178 1284 -0.196 1.232 -0.108 0.662 1285 -0.699 0.783 -0.259 0.540 1286 -0.534 0.987 0.206 1.027 1287 -0.524 0.885 0.342 1.102 1288 -0.826 0.664 -0.086 0.717 1289 0.002 1.439 0.019 0.794 1290 -0.567 0.958 0.011 0.834 1291 -0.879 0.604 0.090 0.891 1292 -0.134 1.274 0.358 1.118 1293 -0.636 0.935 0.135 0.982 1294 -0.152 1.259 0.556 1.317 1295 -0.430 0.979 -0.294 0.466 1296 -0.150 1.266 -0.212 0.552 1297 -0.245 1.163 0.441 1.200 1298 -0.320 1.219 -0.136 0.694 1299 -0.787 0.624 0.429 1.190 1300 -0.330 1.097 0.338 1.108 1301 -0.286 1.124 -0.020 0.741 1302 -0.426 1.165 -0.289 0.569 1303 -0.461 1.087 0.258 1.093 1304 -0.147 1.308 -0.135 0.650 1305 -0.694 0.728 -0.064 0.703 1306 -0.386 1.038 0.071 0.839 1307 -0.755 0.653 0.568 1.327 1308 -0.462 1.129 -0.560 0.298 1309 -0.645 0.827 0.054 0.848 1310 -0.773 0.683 0.098 0.883 1311 -0.798 0.700 -0.580 0.228 1312 -0.567 0.899 -0.388 0.402 1313 -0.472 0.981 0.339 1.122 1314 -0.521 0.951 0.383 1.177 1315 -0.643 0.902 0.015 0.848 1316 0.183 1.591 0.548 1.307 1317 -0.657 0.874 -0.452 0.374 1318 -0.859 0.572 -0.262 0.510 1319 -0.853 0.566 0.214 0.979 1320 -0.389 1.060 -0.059 0.723 1321 -1.002 0.471 -0.313 0.481 1322 -0.789 0.630 0.251 1.016 1323 -0.596 0.818 0.066 0.828 1324 -0.834 0.668 0.201 1.011 1325 -0.384 1.197 -0.497 0.355 1326 -0.711 0.736 0.182 0.962 1327 -0.098 1.321 0.244 1.009 1328 -0.100 1.315 -0.109 0.655 1329 -0.755 0.783 -0.217 0.612 1330 -0.183 1.323 0.028 0.840 1331 -0.104 1.341 -0.035 0.745 1332 -0.091 1.319 0.403 1.163 1333 -0.253 1.164 -0.007 0.757 1334 -0.051 1.363 -0.341 0.422 1335 -0.101 1.352 0.377 1.161 1336 -0.283 1.151 0.122 0.896 1337 -0.746 0.758 -0.113 0.699 1338 -0.998 0.463 0.328 1.116 1339 -0.261 1.179 0.099 0.875 1340 0.040 1.463 -0.469 0.299 1341 -0.205 1.268 0.207 1.002 1342 -0.178 1.230 0.334 1.093 1343 -0.141 1.298 0.346 1.123 1344 -0.542 0.905 0.074 0.854 1345 -0.609 0.895 -0.304 0.507 1346 -0.955 0.605 0.234 1.075 1347 -0.998 0.599 -0.497 0.365 1348 -0.355 1.053 0.481 1.240 1349 -0.792 0.733 0.209 1.032 1350 -1.072 0.444 -0.013 0.805 1351 -0.703 0.737 0.026 0.803 1352 -0.689 0.860 0.003 0.839 1353 -0.791 0.633 0.482 1.250 1354 -0.851 0.622 0.295 1.089 1355 -1.155 0.410 -0.452 0.392 1356 -0.209 1.245 -0.277 0.508 1357 -0.767 0.742 -0.405 0.409 1358 -0.546 1.026 -0.285 0.563 1359 -1.052 0.430 -0.144 0.655 1360 -0.897 0.562 -0.178 0.609 1361 -0.168 1.256 -0.133 0.635 1362 -0.587 0.821 -0.173 0.587 1363 -0.422 1.168 0.225 1.083 1364 -1.017 0.506 0.008 0.829 1365 -0.965 0.520 -0.504 0.296 1366 -0.614 0.949 -0.160 0.683 1367 -0.145 1.279 -0.349 0.419 1368 -1.113 0.420 0.222 1.049 1369 -0.057 1.354 0.198 0.960 1370 -0.333 1.167 -0.576 0.234 1371 -0.908 0.638 0.072 0.905 1372 -0.652 0.845 -0.381 0.426 1373 -0.571 0.934 -0.474 0.337 1374 -0.400 1.089 -0.405 0.398 1375 -0.550 1.038 -0.161 0.696 1376 -0.256 1.249 0.368 1.180 1377 -0.461 1.093 NA NA 1378 -0.349 1.219 -0.020 0.826 1379 -0.057 1.352 0.391 1.150 1380 0.006 1.416 -0.024 0.736 1381 -0.403 1.123 -0.607 0.216 1382 -0.290 1.165 -0.446 0.339 1383 -0.323 1.091 0.557 1.320 1384 -0.758 0.737 0.172 0.978 1385 -0.723 0.745 -0.356 0.435 1386 -0.520 1.013 0.269 1.096 1387 -0.252 1.175 0.120 0.889 1388 0.177 1.587 -0.180 0.580 1389 -0.236 1.214 0.175 0.957 1390 -0.295 1.126 -0.132 0.634 1391 -0.569 0.910 0.111 0.909 1392 -0.059 1.350 0.607 1.366 1393 -1.096 0.439 -0.030 0.797 1394 -0.428 1.050 0.233 1.029 1395 -0.805 0.694 0.361 1.169 1396 -0.335 1.100 0.007 0.781 1397 -0.146 1.288 -0.283 0.490 1398 -0.159 1.260 0.308 1.074 1399 -0.037 1.385 0.354 1.121 1400 -0.186 1.259 0.442 1.221 1401 -1.088 0.408 0.207 1.014 1402 -0.665 0.896 -0.282 0.560 1403 -1.024 0.559 -0.107 0.747 1404 -0.849 0.722 -0.007 0.840 1405 -0.829 0.738 -0.456 0.389 1406 -0.929 0.502 0.186 0.959 1407 -0.377 1.093 0.159 0.951 1408 -0.136 1.274 0.408 1.169 1409 -0.747 0.672 0.505 1.270 1410 -0.306 1.106 -0.334 0.428 1411 -0.269 1.266 -0.174 0.653 1412 -1.060 0.474 -0.384 0.443 1413 -0.172 1.245 0.391 1.155 1414 -0.125 1.287 0.094 0.855 1415 -0.287 1.218 0.263 1.075 1416 -0.996 0.489 0.218 1.019 1417 -0.757 0.727 -0.573 0.227 1418 -0.824 0.729 -0.588 0.250 1419 -0.476 0.940 -0.239 0.524 1420 -0.912 0.598 0.243 1.058 1421 -0.097 1.315 0.346 1.107 1422 -0.091 1.343 -0.317 0.456 1423 -0.013 1.415 -0.139 0.631 1424 -0.241 1.219 0.324 1.111 1425 -0.204 1.238 -0.477 0.301 1426 -0.331 1.239 -0.452 0.394 1427 -1.009 0.564 0.077 0.925 1428 -0.130 1.350 -0.360 0.438 1429 -0.471 0.994 -0.345 0.445 1430 0.137 1.546 0.288 1.047 1431 -0.279 1.161 0.371 1.147 1432 -0.382 1.211 -0.552 0.308 1433 -0.388 1.027 -0.232 0.531 1434 -0.019 1.415 0.029 0.802 1435 -0.412 1.140 -0.288 0.549 1436 -0.706 0.709 0.036 0.799 1437 -0.162 1.309 0.194 0.987 1438 -0.079 1.364 -0.489 0.289 1439 -0.466 0.955 0.239 1.005 1440 -0.828 0.679 -0.519 0.294 1441 -0.203 1.278 -0.239 0.560 1442 -0.723 0.864 -0.423 0.433 1443 -0.659 0.754 0.303 1.065 1444 -0.873 0.613 -0.429 0.372 1445 -0.682 0.747 -0.075 0.695 1446 -0.987 0.529 -0.406 0.412 1447 0.011 1.442 0.344 1.116 1448 -0.370 1.039 0.095 0.854 1449 -0.526 0.890 0.057 0.821 1450 -0.146 1.295 -0.326 0.452 1451 -0.611 0.812 0.153 0.921 1452 -0.833 0.642 0.328 1.124 1453 -0.416 1.130 -0.228 0.606 1454 -1.301 0.288 -0.701 0.155 1455 -0.098 1.363 -0.297 0.491 1456 -0.028 1.402 0.375 1.147 1457 0.084 1.492 0.130 0.889 1458 -0.678 0.780 0.314 1.101 1459 -0.857 0.561 0.413 1.178 1460 -0.825 0.697 -0.532 0.289 1461 -0.296 1.190 -0.203 0.599 1462 -0.969 0.494 0.325 1.114 1463 -0.461 1.034 0.388 1.194 1464 -0.699 0.859 -0.667 0.174 1465 -0.069 1.340 -0.050 0.710 1466 -1.119 0.367 -0.467 0.334 1467 -0.342 1.118 0.229 1.016 1468 -0.721 0.830 -0.339 0.498 1469 -0.819 0.601 -0.042 0.724 1470 0.003 1.415 0.472 1.233 1471 -0.460 0.973 0.425 1.198 1472 -0.592 0.909 -0.363 0.447 1473 -0.029 1.385 -0.025 0.738 1474 -0.799 0.753 -0.547 0.291 1475 -1.077 0.437 -0.274 0.543 1476 -0.402 1.130 -0.433 0.393 1477 -0.823 0.596 -0.216 0.549 1478 -0.193 1.267 0.368 1.156 1479 -0.531 0.899 -0.227 0.545 1480 -0.520 1.025 0.177 1.010 1481 -0.611 0.856 0.434 1.225 1482 -0.881 0.668 -0.594 0.242 1483 -1.055 0.540 -0.047 0.814 1484 -0.910 0.546 -0.443 0.342 1485 -0.685 0.764 -0.423 0.358 1486 0.002 1.412 -0.072 0.689 1487 -0.360 1.049 -0.294 0.465 1488 -1.099 0.498 -0.354 0.507 1489 -0.564 0.950 -0.491 0.326 1490 -0.298 1.241 -0.121 0.709 1491 -1.126 0.409 -0.630 0.198 1492 -1.076 0.399 -0.342 0.453 1493 -0.889 0.653 -0.636 0.196 1494 -0.252 1.230 0.354 1.153 1495 -0.170 1.247 0.336 1.100 1496 -0.701 0.714 -0.012 0.752 1497 -0.456 0.965 0.315 1.082 1498 -0.548 0.917 -0.117 0.673 1499 -0.247 1.169 0.383 1.146 1500 -0.665 0.781 0.052 0.832 > all( is.na( predict( testTobit5Ml, type = "conditional" )[ + cbind( t5Dat$ys, t5Dat$ys, !t5Dat$ys, !t5Dat$ys )[ t5Samp, ] ] ) ) [1] TRUE > all.equal( predict( testTobit5Ml, type = "conditional" )[ + !t5Dat$ys[ t5Samp ], 1 ], + predict( testTobit5Ml, newdata = t5Dat[ t5Samp & !t5Dat$ys, ], + type = "conditional" )[ , 1 ] ) [1] TRUE > all.equal( predict( testTobit5Ml, type = "conditional" )[ + t5Dat$ys[ t5Samp ], 4 ], + predict( testTobit5Ml, newdata = t5Dat[ t5Samp & t5Dat$ys, ], + type = "conditional" )[ , 4 ] ) [1] TRUE > all.equal( + predict( testTobit5Ml, newdata = t5Dat[ , c( "xs", "xo1", "xo2" ) ], + type = "conditional" ), + predict( testTobit5Ml, newdata = t5Dat, type = "conditional" ) ) [1] TRUE > mmsTestTobit5Ml <- model.matrix( testTobit5Ml, part = "selection" ) > print( mmsTestTobit5Ml ) (Intercept) xs 1 1 0.940378 2 1 0.996766 3 1 0.232910 4 1 0.141901 5 1 0.066297 6 1 0.732845 7 1 0.285429 8 1 0.719488 9 1 0.017669 10 1 0.173206 11 1 0.702198 12 1 0.740287 13 1 0.947135 14 1 0.722044 16 1 0.291032 17 1 0.969695 18 1 0.098262 19 1 0.324276 20 1 0.139561 21 1 0.748326 23 1 0.099745 24 1 0.838674 25 1 0.345794 26 1 0.177999 27 1 0.452815 28 1 0.439201 29 1 0.169229 30 1 0.785529 31 1 0.662260 32 1 0.805095 33 1 0.457323 34 1 0.620620 35 1 0.382501 36 1 0.886395 37 1 0.621632 38 1 0.955861 39 1 0.600515 40 1 0.537875 41 1 0.570037 42 1 0.930607 43 1 0.141259 44 1 0.438931 45 1 0.541556 46 1 0.538011 47 1 0.112718 48 1 0.500286 49 1 0.666943 50 1 0.428879 51 1 0.013446 52 1 0.550384 53 1 0.996900 54 1 0.027496 55 1 0.604460 56 1 0.165352 57 1 0.064376 58 1 0.368052 59 1 0.497989 60 1 0.006899 61 1 0.007317 62 1 0.445165 63 1 0.617485 64 1 0.972134 65 1 0.011743 66 1 0.649082 67 1 0.336996 68 1 0.406869 69 1 0.451439 70 1 0.808970 71 1 0.352268 72 1 0.852134 73 1 0.200599 74 1 0.778180 75 1 0.752351 76 1 0.031971 78 1 0.123112 79 1 0.052577 80 1 0.500265 81 1 0.463828 82 1 0.661522 83 1 0.124168 84 1 0.158678 85 1 0.231713 86 1 0.906686 87 1 0.806820 88 1 0.487297 89 1 0.050978 90 1 0.462758 91 1 0.734857 92 1 0.772458 93 1 0.262671 94 1 0.776556 95 1 0.532561 96 1 0.810920 97 1 0.917404 98 1 0.094254 99 1 0.550482 100 1 0.029125 101 1 0.217832 102 1 0.368814 103 1 0.817140 105 1 0.257971 106 1 0.735204 107 1 0.918842 108 1 0.700928 109 1 0.877539 110 1 0.672118 111 1 0.668057 112 1 0.591088 113 1 0.614621 114 1 0.837849 115 1 0.390967 116 1 0.792324 117 1 0.035097 118 1 0.629841 119 1 0.902201 120 1 0.298322 121 1 0.530867 122 1 0.723195 123 1 0.220478 124 1 0.292361 125 1 0.311523 126 1 0.457497 127 1 0.161885 128 1 0.965960 129 1 0.511529 130 1 0.724533 131 1 0.210829 132 1 0.879899 133 1 0.002867 134 1 0.551908 135 1 0.432890 136 1 0.282310 137 1 0.035117 138 1 0.845707 139 1 0.410763 140 1 0.678957 141 1 0.183622 142 1 0.259546 143 1 0.728944 144 1 0.591277 145 1 0.502358 146 1 0.857795 147 1 0.923149 148 1 0.657964 149 1 0.453916 150 1 0.709034 151 1 0.039466 152 1 0.858497 153 1 0.499521 154 1 0.090665 155 1 0.850819 156 1 0.689029 157 1 0.437081 158 1 0.592242 159 1 0.704752 160 1 0.009957 161 1 0.480451 162 1 0.455315 163 1 0.623701 164 1 0.300493 165 1 0.682751 166 1 0.928955 167 1 0.380810 168 1 0.475343 169 1 0.194479 170 1 0.586432 171 1 0.057750 172 1 0.881460 173 1 0.252725 174 1 0.389700 175 1 0.712881 176 1 0.894507 177 1 0.970073 178 1 0.271287 179 1 0.553040 180 1 0.057501 181 1 0.063626 182 1 0.749837 183 1 0.731740 184 1 0.055517 185 1 0.123574 186 1 0.201385 187 1 0.438755 188 1 0.996189 189 1 0.656323 190 1 0.283220 191 1 0.699290 192 1 0.899405 193 1 0.579102 194 1 0.779275 195 1 0.372658 196 1 0.632594 197 1 0.217653 198 1 0.833188 199 1 0.836883 200 1 0.328749 201 1 0.265813 202 1 0.547148 203 1 0.076999 204 1 0.133506 205 1 0.549124 206 1 0.967771 207 1 0.282188 208 1 0.334846 209 1 0.539449 210 1 0.441803 211 1 0.869821 212 1 0.553436 213 1 0.532861 214 1 0.883538 215 1 0.557134 216 1 0.066122 217 1 0.258768 218 1 0.550905 219 1 0.796403 220 1 0.145013 221 1 0.486209 222 1 0.707381 223 1 0.944007 224 1 0.826960 225 1 0.383630 226 1 0.323171 227 1 0.907333 228 1 0.056447 230 1 0.904405 231 1 0.198231 232 1 0.835608 233 1 0.628063 234 1 0.578858 235 1 0.072209 236 1 0.283379 237 1 0.889372 238 1 0.162274 239 1 0.432173 240 1 0.755494 241 1 0.371829 242 1 0.179435 243 1 0.676957 244 1 0.343576 245 1 0.335259 246 1 0.945975 247 1 0.712469 248 1 0.512781 249 1 0.670003 250 1 0.359885 251 1 0.723871 252 1 0.154257 253 1 0.752679 254 1 0.084680 255 1 0.164728 256 1 0.980637 257 1 0.935260 258 1 0.065854 259 1 0.531672 260 1 0.055380 261 1 0.378224 262 1 0.166891 263 1 0.558560 264 1 0.743660 265 1 0.059266 266 1 0.432974 267 1 0.402949 268 1 0.851098 269 1 0.300433 270 1 0.925874 271 1 0.993535 272 1 0.602505 273 1 0.957766 274 1 0.634655 275 1 0.653118 276 1 0.972603 277 1 0.345732 278 1 0.754893 279 1 0.776172 280 1 0.286398 281 1 0.446992 282 1 0.560786 283 1 0.635046 284 1 0.711620 285 1 0.107038 286 1 0.367655 287 1 0.993393 288 1 0.432253 289 1 0.929256 290 1 0.073590 291 1 0.577728 292 1 0.706458 293 1 0.484063 294 1 0.119480 295 1 0.191338 296 1 0.039565 297 1 0.491861 298 1 0.339283 299 1 0.443054 300 1 0.735495 301 1 0.518061 302 1 0.380735 303 1 0.683830 304 1 0.579353 305 1 0.700189 306 1 0.147659 307 1 0.976503 308 1 0.340870 309 1 0.642431 310 1 0.107585 311 1 0.609351 312 1 0.178274 313 1 0.338655 314 1 0.502983 315 1 0.574192 316 1 0.938589 317 1 0.164298 318 1 0.568823 319 1 0.277261 320 1 0.587950 321 1 0.822969 322 1 0.486584 323 1 0.308142 324 1 0.057207 325 1 0.523045 326 1 0.481863 327 1 0.357590 328 1 0.278691 329 1 0.547702 330 1 0.912094 331 1 0.255964 332 1 0.017637 333 1 0.827255 334 1 0.049479 335 1 0.595250 336 1 0.981267 337 1 0.569439 338 1 0.727461 339 1 0.151836 340 1 0.318238 341 1 0.699690 342 1 0.854844 343 1 0.378279 344 1 0.275432 345 1 0.988444 346 1 0.134025 347 1 0.977953 348 1 0.642202 349 1 0.600517 350 1 0.162107 351 1 0.143829 352 1 0.762430 353 1 0.781959 354 1 0.217105 355 1 0.714697 356 1 0.293084 357 1 0.271073 358 1 0.903164 359 1 0.934551 360 1 0.452999 361 1 0.329169 362 1 0.398796 363 1 0.169447 364 1 0.209014 365 1 0.827562 366 1 0.347140 367 1 0.599187 368 1 0.452403 369 1 0.093153 370 1 0.896114 371 1 0.262903 372 1 0.711165 373 1 0.249534 374 1 0.896619 375 1 0.174417 376 1 0.468117 377 1 0.795493 378 1 0.341466 379 1 0.478540 380 1 0.260784 381 1 0.985835 382 1 0.438382 383 1 0.730667 384 1 0.680872 385 1 0.907649 386 1 0.760867 387 1 0.853652 388 1 0.254687 389 1 0.453843 390 1 0.784929 391 1 0.591713 392 1 0.988044 393 1 0.927597 394 1 0.885563 395 1 0.569294 396 1 0.919895 397 1 0.290173 398 1 0.256231 399 1 0.720954 400 1 0.162789 401 1 0.482136 402 1 0.980341 403 1 0.714786 404 1 0.603208 405 1 0.756598 406 1 0.042582 407 1 0.892577 408 1 0.766692 409 1 0.472288 410 1 0.897596 411 1 0.407148 412 1 0.767171 413 1 0.941631 414 1 0.765190 415 1 0.650673 416 1 0.923338 417 1 0.270002 418 1 0.960052 419 1 0.441325 420 1 0.262422 421 1 0.362592 422 1 0.902643 423 1 0.294795 424 1 0.214329 425 1 0.052151 426 1 0.936144 427 1 0.840518 428 1 0.612929 429 1 0.048513 430 1 0.269719 431 1 0.760647 432 1 0.917457 433 1 0.042595 434 1 0.623126 435 1 0.025792 436 1 0.996861 437 1 0.177719 438 1 0.654859 439 1 0.661239 440 1 0.820550 441 1 0.876687 442 1 0.082439 443 1 0.830691 444 1 0.417018 445 1 0.066648 446 1 0.104336 447 1 0.731124 448 1 0.594065 449 1 0.534583 450 1 0.048505 451 1 0.615337 452 1 0.738851 453 1 0.117800 454 1 0.366602 455 1 0.135035 456 1 0.297118 457 1 0.908073 458 1 0.112919 459 1 0.564549 460 1 0.008583 461 1 0.787502 462 1 0.807161 463 1 0.509220 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0.293482 1258 1 0.407681 1259 1 0.663764 1260 1 0.049679 1261 1 0.495533 1262 1 0.785123 1263 1 0.906234 1264 1 0.020997 1265 1 0.162863 1266 1 0.654907 1267 1 0.887484 1268 1 0.925433 1269 1 0.448821 1270 1 0.039802 1271 1 0.661047 1272 1 0.174042 1273 1 0.026689 1274 1 0.626594 1275 1 0.031573 1276 1 0.114810 1277 1 0.951679 1278 1 0.955425 1279 1 0.609623 1280 1 0.104701 1281 1 0.692147 1282 1 0.891687 1283 1 0.737419 1284 1 0.331608 1285 1 0.622847 1286 1 0.765353 1287 1 0.077647 1288 1 0.650669 1289 1 0.395231 1290 1 0.781125 1291 1 0.626846 1292 1 0.015295 1293 1 0.916748 1294 1 0.133363 1295 1 0.079919 1296 1 0.219676 1297 1 0.007125 1298 1 0.821646 1299 1 0.113951 1300 1 0.312970 1301 1 0.090881 1302 1 0.972713 1303 1 0.852674 1304 1 0.498993 1305 1 0.274404 1306 1 0.291714 1307 1 0.053610 1308 1 0.970455 1309 1 0.577010 1310 1 0.498106 1311 1 0.682937 1312 1 0.549529 1313 1 0.488947 1314 1 0.577505 1315 1 0.839718 1316 1 0.056195 1317 1 0.799571 1318 1 0.349967 1319 1 0.240423 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0.497808 1383 1 0.182946 1384 1 0.672435 1385 1 0.560286 1386 1 0.804093 1387 1 0.317322 1388 1 0.092444 1389 1 0.465409 1390 1 0.260287 1391 1 0.611302 1392 1 0.003955 1393 1 0.809207 1394 1 0.600986 1395 1 0.686211 1396 1 0.376664 1397 1 0.366566 1398 1 0.248724 1399 1 0.277661 1400 1 0.443706 1401 1 0.676450 1402 1 0.888699 1403 1 0.950151 1404 1 0.916997 1405 1 0.905190 1406 1 0.356233 1407 1 0.569793 1408 1 0.115650 1409 1 0.241869 1410 1 0.143181 1411 1 0.808959 1412 1 0.808761 1413 1 0.214478 1414 1 0.141958 1415 1 0.709703 1416 1 0.631485 1417 1 0.629500 1418 1 0.864516 1419 1 0.206856 1420 1 0.728507 1421 1 0.137940 1422 1 0.368744 1423 1 0.329919 1424 1 0.518932 1425 1 0.427311 1426 1 0.914699 1427 1 0.924724 1428 1 0.614107 1429 1 0.545927 1430 1 0.065929 1431 1 0.411665 1432 1 0.977828 1433 1 0.196845 1434 1 0.367116 1435 1 0.862761 1436 1 0.200715 1437 1 0.571907 1438 1 0.429323 1439 1 0.258470 1440 1 0.717571 1441 1 0.618956 1442 1 0.961282 1443 1 0.176601 1444 1 0.637128 1445 1 0.329653 1446 1 0.750999 1447 1 0.354767 1448 1 0.025192 1449 1 0.206765 1450 1 0.422789 1451 1 0.281955 1452 1 0.594188 1453 1 0.844731 1454 1 0.965143 1455 1 0.526353 1456 1 0.342590 1457 1 0.026799 1458 1 0.508971 1459 1 0.235728 1460 1 0.769041 1461 1 0.636815 1462 1 0.538696 1463 1 0.669907 1464 1 0.880363 1465 1 0.067110 1466 1 0.635072 1467 1 0.518343 1468 1 0.860376 1469 1 0.253344 1470 1 0.143078 1471 1 0.362465 1472 1 0.695813 1473 1 0.194605 1474 1 0.865168 1475 1 0.741477 1476 1 0.801858 1477 1 0.239092 1478 1 0.525728 1479 1 0.344699 1480 1 0.840987 1481 1 0.558285 1482 1 0.856468 1483 1 0.983418 1484 1 0.503827 1485 1 0.465052 1486 1 0.111071 1487 1 0.071202 1488 1 0.989879 1489 1 0.742690 1490 1 0.823051 1491 1 0.810450 1492 1 0.590752 1493 1 0.831272 1494 1 0.618295 1495 1 0.224539 1496 1 0.195654 1497 1 0.268800 1498 1 0.547224 1499 1 0.203628 1500 1 0.450685 attr(,"assign") [1] 0 1 > mmoTestTobit5Ml <- model.matrix( testTobit5Ml, part = "outcome" ) > print( mmoTestTobit5Ml ) $`1` (Intercept) xo1 1 NA NA 2 NA NA 3 NA NA 4 NA NA 5 1 0.588963 6 NA NA 7 NA NA 8 NA NA 9 NA NA 10 1 0.787196 11 NA NA 12 1 0.972414 13 NA NA 14 NA NA 16 NA NA 17 NA NA 18 1 0.228383 19 NA NA 20 1 0.366665 21 NA NA 23 1 0.926547 24 NA NA 25 NA NA 26 NA NA 27 NA NA 28 NA NA 29 NA NA 30 NA NA 31 NA NA 32 NA NA 33 1 0.309324 34 1 0.916819 35 1 0.356571 36 NA NA 37 NA NA 38 NA NA 39 NA NA 40 NA NA 41 NA NA 42 NA NA 43 1 0.710824 44 NA NA 45 NA NA 46 1 0.534891 47 1 0.483017 48 NA NA 49 1 0.116260 50 1 0.840601 51 NA NA 52 1 0.462248 53 NA NA 54 NA NA 55 NA NA 56 NA NA 57 NA NA 58 NA NA 59 NA NA 60 NA NA 61 1 0.667671 62 1 0.020494 63 NA NA 64 NA NA 65 1 0.113761 66 NA NA 67 NA NA 68 NA NA 69 1 0.645549 70 NA NA 71 NA NA 72 NA NA 73 1 0.067077 74 1 0.930361 75 1 0.634161 76 NA NA 78 1 0.829984 79 NA NA 80 NA NA 81 NA NA 82 NA NA 83 1 0.822821 84 NA NA 85 NA NA 86 NA NA 87 NA NA 88 NA NA 89 NA NA 90 1 0.849496 91 NA NA 92 NA NA 93 1 0.816641 94 NA NA 95 NA NA 96 1 0.681192 97 NA NA 98 NA NA 99 NA NA 100 NA NA 101 NA NA 102 NA NA 103 NA NA 105 1 0.519636 106 NA NA 107 NA NA 108 NA NA 109 NA NA 110 NA NA 111 1 0.768495 112 NA NA 113 NA NA 114 NA NA 115 1 0.111831 116 NA NA 117 NA NA 118 NA NA 119 NA NA 120 1 0.906493 121 1 0.688954 122 NA NA 123 NA NA 124 1 0.632697 125 1 0.900051 126 NA NA 127 NA NA 128 NA NA 129 NA NA 130 1 0.795617 131 NA NA 132 NA NA 133 NA NA 134 NA NA 135 1 0.657443 136 1 0.632654 137 NA NA 138 NA NA 139 NA NA 140 NA NA 141 NA NA 142 1 0.388746 143 1 0.820705 144 1 0.697603 145 1 0.243730 146 NA NA 147 NA NA 148 NA NA 149 1 0.820755 150 NA NA 151 NA NA 152 1 0.580575 153 1 0.495721 154 NA NA 155 NA NA 156 NA NA 157 NA NA 158 1 0.272615 159 NA NA 160 NA NA 161 1 0.202298 162 NA NA 163 1 0.634375 164 NA NA 165 NA NA 166 1 0.749397 167 NA NA 168 1 0.494405 169 NA NA 170 NA NA 171 1 0.204142 172 NA NA 173 NA NA 174 NA NA 175 NA NA 176 1 0.515132 177 NA NA 178 NA NA 179 NA NA 180 NA NA 181 1 0.770836 182 NA NA 183 1 0.328624 184 NA NA 185 1 0.545318 186 1 0.236158 187 1 0.795837 188 NA NA 189 NA NA 190 NA NA 191 NA NA 192 NA NA 193 NA NA 194 1 0.799020 195 NA NA 196 NA NA 197 NA NA 198 NA NA 199 1 0.345069 200 NA NA 201 NA NA 202 NA NA 203 1 0.302683 204 NA NA 205 NA NA 206 NA NA 207 1 0.205784 208 NA NA 209 NA NA 210 NA NA 211 1 0.805046 212 1 0.444929 213 NA NA 214 NA NA 215 NA NA 216 1 0.273154 217 1 0.946393 218 NA NA 219 1 0.301805 220 NA NA 221 NA NA 222 1 0.674851 223 NA NA 224 NA NA 225 1 0.144678 226 1 0.578039 227 NA NA 228 1 0.753271 230 NA NA 231 NA NA 232 NA NA 233 1 0.415334 234 NA NA 235 1 0.485945 236 1 0.643130 237 NA NA 238 NA NA 239 1 0.230843 240 NA NA 241 NA NA 242 1 0.342464 243 1 0.921571 244 1 0.802154 245 1 0.667262 246 NA NA 247 NA NA 248 NA NA 249 1 0.043470 250 NA NA 251 1 0.576823 252 1 0.709146 253 NA NA 254 1 0.368503 255 1 0.952768 256 NA NA 257 NA NA 258 1 0.617959 259 NA NA 260 NA NA 261 NA NA 262 NA NA 263 NA NA 264 NA NA 265 NA NA 266 1 0.793930 267 1 0.274666 268 1 0.495375 269 1 0.124733 270 NA NA 271 NA NA 272 1 0.967612 273 NA NA 274 NA NA 275 NA NA 276 NA NA 277 1 0.384588 278 NA NA 279 NA NA 280 1 0.671042 281 NA NA 282 NA NA 283 NA NA 284 NA NA 285 1 0.080111 286 1 0.307940 287 NA NA 288 NA NA 289 NA NA 290 1 0.737398 291 NA NA 292 NA NA 293 NA NA 294 1 0.514097 295 NA NA 296 NA NA 297 1 0.528507 298 NA NA 299 NA NA 300 NA NA 301 1 0.636560 302 1 0.788518 303 NA NA 304 1 0.665953 305 1 0.012943 306 1 0.818728 307 NA NA 308 NA NA 309 NA NA 310 NA NA 311 NA NA 312 1 0.073243 313 1 0.458564 314 1 0.834453 315 NA NA 316 NA NA 317 NA NA 318 NA NA 319 NA NA 320 NA NA 321 1 0.930674 322 NA NA 323 NA NA 324 NA NA 325 1 0.928340 326 1 0.911079 327 NA NA 328 NA NA 329 NA NA 330 NA NA 331 1 0.321685 332 NA NA 333 1 0.363519 334 NA NA 335 1 0.917303 336 1 0.499373 337 1 0.040593 338 1 0.385415 339 NA NA 340 1 0.832474 341 NA NA 342 NA NA 343 1 0.229428 344 NA NA 345 NA NA 346 NA NA 347 NA NA 348 NA NA 349 NA NA 350 NA NA 351 NA NA 352 NA NA 353 NA NA 354 1 0.717309 355 NA NA 356 1 0.568893 357 1 0.322076 358 NA NA 359 NA NA 360 1 0.697085 361 NA NA 362 NA NA 363 NA NA 364 NA NA 365 NA NA 366 1 0.002753 367 NA NA 368 NA NA 369 NA NA 370 NA NA 371 NA NA 372 NA NA 373 1 0.111124 374 1 0.811536 375 1 0.902822 376 1 0.902709 377 NA NA 378 1 0.436044 379 NA NA 380 NA NA 381 NA NA 382 NA NA 383 1 0.931533 384 1 0.318507 385 NA NA 386 1 0.888139 387 NA NA 388 NA NA 389 1 0.264404 390 1 0.967111 391 NA NA 392 NA NA 393 NA NA 394 NA NA 395 NA NA 396 NA NA 397 NA NA 398 1 0.838546 399 1 0.574850 400 1 0.750716 401 1 0.523398 402 1 0.536927 403 NA NA 404 NA NA 405 NA NA 406 NA NA 407 NA NA 408 NA NA 409 NA NA 410 NA NA 411 NA NA 412 1 0.829292 413 NA NA 414 1 0.642719 415 1 0.256758 416 NA NA 417 1 0.600356 418 NA NA 419 1 0.322561 420 NA NA 421 1 0.859641 422 NA NA 423 NA NA 424 NA NA 425 NA NA 426 NA NA 427 NA NA 428 NA NA 429 NA NA 430 NA NA 431 NA NA 432 NA NA 433 1 0.835756 434 NA NA 435 1 0.649795 436 NA NA 437 1 0.399233 438 NA NA 439 NA NA 440 NA NA 441 NA NA 442 1 0.131803 443 NA NA 444 1 0.206156 445 1 0.226718 446 1 0.580869 447 NA NA 448 NA NA 449 NA NA 450 1 0.464044 451 1 0.282159 452 NA NA 453 1 0.571304 454 1 0.328066 455 1 0.144894 456 1 0.662793 457 NA NA 458 NA NA 459 NA NA 460 NA NA 461 1 0.572043 462 NA NA 463 1 0.786566 464 1 0.033792 465 NA NA 466 NA NA 467 NA NA 468 NA NA 469 NA NA 470 1 0.259308 471 NA NA 472 NA NA 473 NA NA 474 NA NA 475 NA NA 476 NA NA 477 NA NA 478 NA NA 479 NA NA 480 NA NA 481 1 0.364996 482 NA NA 483 NA NA 484 NA NA 485 NA NA 486 NA NA 487 NA NA 488 NA NA 489 NA NA 490 NA NA 491 1 0.328725 492 1 0.769224 493 NA NA 494 1 0.975466 495 NA NA 496 NA NA 497 1 0.115629 498 NA NA 499 NA NA 500 NA NA 501 NA NA 502 NA NA 503 NA NA 504 1 0.625107 505 1 0.947304 506 NA NA 507 NA NA 508 NA NA 509 1 0.181892 510 NA NA 511 NA NA 512 NA NA 513 NA NA 514 NA NA 515 1 0.418003 516 NA NA 517 NA NA 518 NA NA 519 NA NA 520 1 0.691414 521 NA NA 522 NA NA 523 NA NA 524 1 0.456014 525 NA NA 526 NA NA 527 NA NA 528 NA NA 529 NA NA 530 NA NA 531 1 0.892279 532 NA NA 533 NA NA 534 NA NA 535 NA NA 536 NA NA 537 NA NA 538 1 0.426128 539 NA NA 540 1 0.460969 541 NA NA 542 1 0.747083 543 NA NA 544 NA NA 545 NA NA 546 NA NA 547 1 0.187652 548 NA NA 549 NA NA 550 NA NA 551 1 0.966095 552 1 0.427281 553 1 0.960430 554 NA NA 555 NA NA 556 1 0.142809 557 NA NA 558 NA NA 559 1 0.167888 560 NA NA 561 NA NA 562 NA NA 563 1 0.108580 564 1 0.294022 565 NA NA 566 1 0.006238 567 NA NA 568 1 0.474890 569 1 0.306307 570 1 0.064072 571 NA NA 572 NA NA 574 1 0.878655 575 NA NA 576 NA NA 577 NA NA 579 NA NA 580 1 0.120934 581 NA NA 582 NA NA 583 NA NA 584 NA NA 585 1 0.390550 586 NA NA 587 1 0.407378 588 NA NA 589 NA NA 590 NA NA 591 1 0.143170 592 NA NA 593 1 0.513764 594 1 0.364494 595 1 0.696760 596 NA NA 598 1 0.659130 600 NA NA 601 NA NA 602 NA NA 603 NA NA 604 NA NA 605 NA NA 606 NA NA 607 NA NA 608 NA NA 609 NA NA 610 NA NA 611 1 0.946487 612 NA NA 613 NA NA 614 NA NA 615 NA NA 616 NA NA 617 NA NA 618 NA NA 619 1 0.982482 620 1 0.017875 621 NA NA 622 1 0.806554 623 NA NA 624 NA NA 625 1 0.072665 626 1 0.497975 627 NA NA 628 NA NA 629 NA NA 630 NA NA 631 1 0.134426 632 1 0.945061 633 NA NA 634 NA NA 635 NA NA 636 1 0.678161 638 1 0.481104 639 1 0.007913 640 NA NA 641 NA NA 642 NA NA 643 1 0.041332 644 1 0.741800 645 NA NA 646 NA NA 647 NA NA 648 NA NA 649 1 0.076497 650 NA NA 651 1 0.497340 652 1 0.085639 653 NA NA 654 NA NA 655 1 0.686422 656 NA NA 657 NA NA 658 1 0.085498 659 1 0.338251 660 1 0.381994 661 1 0.326386 662 1 0.088734 663 NA NA 664 NA NA 665 NA NA 666 NA NA 667 NA NA 668 NA NA 669 NA NA 670 1 0.067361 671 1 0.986800 672 NA NA 673 1 0.100448 674 NA NA 675 NA NA 676 1 0.583110 677 1 0.700539 678 1 0.314985 679 NA NA 680 1 0.664324 681 NA NA 682 1 0.997159 683 NA NA 684 NA NA 685 1 0.328520 686 1 0.070474 687 NA NA 688 NA NA 689 1 0.490167 690 NA NA 691 NA NA 692 NA NA 693 NA NA 694 NA NA 695 NA NA 696 1 0.958601 697 NA NA 698 NA NA 699 NA NA 700 1 0.327386 701 1 0.755907 702 NA NA 703 NA NA 704 1 0.651453 705 NA NA 706 NA NA 707 1 0.711721 708 NA NA 709 NA NA 710 NA NA 711 1 0.652918 712 NA NA 713 1 0.770236 714 1 0.556837 715 NA NA 716 NA NA 717 1 0.676501 718 NA NA 719 NA NA 720 1 0.207510 721 1 0.356789 722 NA NA 723 NA NA 724 NA NA 725 NA NA 726 NA NA 727 NA NA 728 NA NA 729 NA NA 730 NA NA 731 NA NA 732 NA NA 733 NA NA 734 NA NA 735 1 0.960373 736 NA NA 737 1 0.098351 738 1 0.338156 739 NA NA 740 1 0.010036 741 NA NA 742 NA NA 743 NA NA 744 NA NA 745 1 0.058530 746 NA NA 747 NA NA 748 NA NA 749 NA NA 750 1 0.363295 751 NA NA 752 1 0.101487 753 NA NA 754 NA NA 755 NA NA 756 NA NA 757 1 0.306101 758 1 0.592349 759 NA NA 760 NA NA 761 NA NA 762 NA NA 763 NA NA 764 1 0.355201 765 NA NA 766 NA NA 767 NA NA 768 NA NA 769 NA NA 770 NA NA 771 NA NA 772 NA NA 773 1 0.005965 774 NA NA 775 1 0.723025 776 NA NA 777 NA NA 778 NA NA 779 1 0.955623 780 NA NA 781 NA NA 782 NA NA 783 NA NA 784 NA NA 785 1 0.910264 786 NA NA 787 1 0.698381 788 NA NA 789 1 0.089645 790 NA NA 791 NA NA 792 NA NA 793 1 0.577876 794 NA NA 795 NA NA 796 NA NA 797 1 0.539906 798 NA NA 799 NA NA 800 NA NA 801 NA NA 802 NA NA 803 NA NA 804 NA NA 805 1 0.531042 806 NA NA 807 NA NA 808 NA NA 809 1 0.672973 810 1 0.401141 811 1 0.279298 812 NA NA 813 NA NA 814 NA NA 815 NA NA 816 NA NA 817 NA NA 818 NA NA 819 NA NA 820 1 0.849829 821 NA NA 822 NA NA 823 1 0.601197 824 1 0.755457 825 1 0.011413 826 NA NA 827 NA NA 828 NA NA 829 NA NA 831 NA NA 832 NA NA 834 1 0.489761 835 NA NA 836 NA NA 837 1 0.263489 838 1 0.259926 839 NA NA 840 NA NA 841 NA NA 842 1 0.505132 843 NA NA 844 NA NA 845 NA NA 846 1 0.905770 847 1 0.023059 848 NA NA 849 NA NA 850 NA NA 851 NA NA 852 NA NA 853 NA NA 854 NA NA 855 1 0.778184 856 1 0.535684 857 NA NA 858 1 0.222828 859 1 0.603387 860 NA NA 861 NA NA 862 1 0.973478 863 NA NA 864 NA NA 865 NA NA 866 1 0.982446 867 NA NA 868 NA NA 869 NA NA 870 1 0.713903 871 1 0.600638 872 NA NA 873 NA NA 874 NA NA 875 NA NA 876 NA NA 877 1 0.591835 878 NA NA 879 1 0.166472 880 NA NA 881 NA NA 882 1 0.111225 883 NA NA 884 NA NA 885 NA NA 886 NA NA 887 1 0.805489 888 NA NA 889 NA NA 890 NA NA 891 NA NA 892 1 0.929505 893 NA NA 894 1 0.543944 895 NA NA 896 NA NA 897 1 0.666198 898 1 0.305278 899 NA NA 900 NA NA 901 NA NA 902 1 0.242159 903 NA NA 904 1 0.907618 905 NA NA 906 NA NA 907 1 0.416062 908 NA NA 909 1 0.209710 910 NA NA 911 NA NA 912 1 0.863012 913 1 0.025027 914 1 0.103909 915 NA NA 916 NA NA 917 1 0.277527 918 NA NA 919 1 0.266428 920 NA NA 921 NA NA 922 1 0.265942 923 NA NA 924 1 0.905796 925 NA NA 926 NA NA 927 NA NA 928 NA NA 929 NA NA 930 NA NA 931 1 0.778476 932 NA NA 933 NA NA 934 1 0.444170 935 NA NA 936 1 0.027599 937 NA NA 938 NA NA 939 1 0.972228 940 1 0.366247 941 NA NA 942 NA NA 943 NA NA 944 1 0.217387 945 NA NA 946 NA NA 947 1 0.672934 948 1 0.081706 949 NA NA 950 NA NA 951 NA NA 952 NA NA 953 1 0.140344 954 NA NA 955 NA NA 956 NA NA 957 NA NA 958 NA NA 959 NA NA 960 NA NA 961 NA NA 962 1 0.735465 963 1 0.292375 964 1 0.431953 965 NA NA 966 NA NA 967 NA NA 968 NA NA 969 NA NA 970 NA NA 971 NA NA 972 NA NA 973 NA NA 974 NA NA 975 NA NA 976 NA NA 977 1 0.932516 978 NA NA 979 NA NA 980 NA NA 981 1 0.576653 982 NA NA 983 NA NA 984 NA NA 985 1 0.092782 986 NA NA 987 NA NA 988 NA NA 989 1 0.049957 990 NA NA 991 NA NA 992 NA NA 993 NA NA 994 NA NA 995 NA NA 996 1 0.596587 997 NA NA 998 1 0.744878 999 NA NA 1000 NA NA 1001 NA NA 1002 1 0.664412 1003 NA NA 1004 NA NA 1005 NA NA 1006 1 0.641907 1007 NA NA 1008 NA NA 1009 NA NA 1010 1 0.353393 1011 NA NA 1012 NA NA 1013 NA NA 1014 NA NA 1015 NA NA 1016 NA NA 1017 NA NA 1018 NA NA 1019 1 0.922575 1020 1 0.356819 1021 NA NA 1022 1 0.345072 1023 NA NA 1024 NA NA 1025 NA NA 1026 NA NA 1027 NA NA 1028 NA NA 1029 NA NA 1030 NA NA 1031 1 0.700556 1032 NA NA 1033 NA NA 1034 NA NA 1035 NA NA 1036 NA NA 1037 NA NA 1038 NA NA 1039 NA NA 1040 NA NA 1041 NA NA 1042 NA NA 1043 NA NA 1044 NA NA 1045 NA NA 1046 NA NA 1047 NA NA 1048 1 0.338986 1049 NA NA 1050 NA NA 1051 1 0.930393 1052 1 0.991033 1053 1 0.968391 1055 1 0.031082 1056 NA NA 1057 NA NA 1058 NA NA 1059 NA NA 1060 1 0.872624 1061 1 0.317227 1062 NA NA 1063 NA NA 1064 NA NA 1065 NA NA 1066 NA NA 1067 NA NA 1068 NA NA 1069 NA NA 1070 NA NA 1071 1 0.778208 1072 1 0.928473 1073 NA NA 1074 NA NA 1075 NA NA 1076 NA NA 1077 NA NA 1078 1 0.810623 1079 1 0.750536 1081 NA NA 1082 NA NA 1083 NA NA 1084 NA NA 1085 1 0.045480 1086 NA NA 1087 NA NA 1088 NA NA 1089 1 0.278720 1090 1 0.281443 1091 1 0.488591 1092 NA NA 1093 1 0.094933 1094 1 0.231331 1095 1 0.502418 1096 NA NA 1097 NA NA 1098 1 0.794179 1099 NA NA 1100 NA NA 1101 1 0.447312 1102 1 0.259801 1103 NA NA 1104 1 0.030799 1105 NA NA 1106 NA NA 1107 1 0.614078 1108 NA NA 1109 1 0.330336 1110 NA NA 1111 NA NA 1112 NA NA 1113 1 0.877692 1114 NA NA 1115 NA NA 1116 NA NA 1117 1 0.411195 1118 1 0.662923 1119 1 0.524912 1120 NA NA 1121 NA NA 1122 NA NA 1123 NA NA 1124 NA NA 1125 1 0.224947 1126 1 0.865903 1127 1 0.949437 1128 NA NA 1129 NA NA 1130 NA NA 1131 NA NA 1132 NA NA 1133 1 0.819415 1134 NA NA 1135 NA NA 1136 1 0.929750 1137 1 0.515967 1138 NA NA 1139 NA NA 1140 NA NA 1141 NA NA 1142 NA NA 1143 1 0.770545 1144 NA NA 1145 NA NA 1146 NA NA 1147 NA NA 1148 NA NA 1149 NA NA 1150 NA NA 1151 1 0.017028 1152 NA NA 1153 1 0.434789 1154 NA NA 1155 1 0.363465 1156 1 0.158055 1157 1 0.595187 1158 1 0.862581 1159 1 0.697306 1160 1 0.083586 1161 NA NA 1162 NA NA 1163 1 0.192888 1164 NA NA 1165 1 0.500457 1166 NA NA 1167 NA NA 1168 NA NA 1170 NA NA 1171 NA NA 1172 NA NA 1173 NA NA 1174 NA NA 1175 1 0.329276 1177 1 0.426990 1178 NA NA 1179 NA NA 1180 NA NA 1181 NA NA 1182 NA NA 1183 1 0.546951 1184 NA NA 1185 NA NA 1186 1 0.805035 1187 NA NA 1188 NA NA 1189 NA NA 1190 1 0.338520 1191 NA NA 1192 NA NA 1193 NA NA 1194 NA NA 1195 NA NA 1196 NA NA 1197 1 0.253407 1198 NA NA 1199 NA NA 1200 NA NA 1201 NA NA 1202 NA NA 1203 NA NA 1204 NA NA 1205 NA NA 1206 1 0.030478 1207 NA NA 1208 1 0.566573 1209 1 0.223594 1210 1 0.517902 1211 1 0.236624 1212 NA NA 1213 1 0.966253 1214 NA NA 1215 NA NA 1216 NA NA 1217 NA NA 1218 NA NA 1219 1 0.412821 1220 NA NA 1221 NA NA 1222 NA NA 1223 NA NA 1224 1 0.800560 1225 NA NA 1226 1 0.520046 1227 1 0.227503 1228 NA NA 1229 NA NA 1230 NA NA 1231 NA NA 1232 1 0.902292 1233 NA NA 1234 1 0.996270 1235 1 0.025486 1236 NA NA 1237 1 0.562609 1238 1 0.446131 1239 NA NA 1240 NA NA 1241 NA NA 1242 NA NA 1243 NA NA 1244 NA NA 1245 1 0.376838 1246 1 0.113158 1247 NA NA 1248 NA NA 1249 NA NA 1250 1 0.751977 1251 1 0.882040 1252 NA NA 1253 1 0.482242 1254 NA NA 1255 1 0.109952 1256 NA NA 1258 NA NA 1259 NA NA 1260 NA NA 1261 NA NA 1262 NA NA 1263 NA NA 1264 1 0.158028 1265 NA NA 1266 NA NA 1267 1 0.358095 1268 NA NA 1269 NA NA 1270 1 0.467334 1271 NA NA 1272 1 0.614320 1273 NA NA 1274 1 0.089405 1275 NA NA 1276 NA NA 1277 1 0.175901 1278 NA NA 1279 NA NA 1280 NA NA 1281 NA NA 1282 1 0.781006 1283 NA NA 1284 NA NA 1285 NA NA 1286 NA NA 1287 NA NA 1288 NA NA 1289 NA NA 1290 NA NA 1291 NA NA 1292 1 0.602945 1293 1 0.685105 1294 NA NA 1295 1 0.343179 1296 NA NA 1297 NA NA 1298 1 0.935924 1299 1 0.004591 1300 NA NA 1301 NA NA 1302 NA NA 1303 NA NA 1304 NA NA 1305 NA NA 1306 1 0.516383 1307 1 0.000613 1308 1 0.898842 1309 NA NA 1310 NA NA 1311 1 0.358761 1312 NA NA 1313 NA NA 1314 NA NA 1315 NA NA 1316 NA NA 1317 NA NA 1318 NA NA 1319 NA NA 1320 NA NA 1321 NA NA 1322 NA NA 1323 NA NA 1324 NA NA 1325 NA NA 1326 1 0.292060 1327 1 0.777456 1328 1 0.744784 1329 1 0.497182 1330 1 0.997163 1331 NA NA 1332 NA NA 1333 NA NA 1334 1 0.788252 1335 1 0.926405 1336 NA NA 1337 NA NA 1338 1 0.053827 1339 NA NA 1340 NA NA 1341 1 0.886531 1342 1 0.572588 1343 NA NA 1344 1 0.462375 1345 NA NA 1346 NA NA 1347 NA NA 1348 1 0.373092 1349 NA NA 1350 NA NA 1351 NA NA 1352 1 0.587468 1353 NA NA 1354 1 0.237508 1355 1 0.152003 1356 NA NA 1357 1 0.418503 1358 NA NA 1359 NA NA 1360 1 0.148380 1361 1 0.733464 1362 1 0.140016 1363 NA NA 1364 NA NA 1365 NA NA 1366 NA NA 1367 1 0.761610 1368 NA NA 1369 1 0.754365 1370 NA NA 1371 NA NA 1372 NA NA 1373 1 0.605000 1374 1 0.733934 1375 1 0.806091 1376 NA NA 1377 1 0.828013 1378 NA NA 1379 NA NA 1380 NA NA 1381 NA NA 1382 NA NA 1383 NA NA 1384 NA NA 1385 NA NA 1386 NA NA 1387 NA NA 1388 1 0.961448 1389 1 0.778547 1390 NA NA 1391 NA NA 1392 NA NA 1393 NA NA 1394 1 0.675277 1395 NA NA 1396 NA NA 1397 1 0.805050 1398 NA NA 1399 1 0.857835 1400 NA NA 1401 1 0.062082 1402 1 0.636242 1403 NA NA 1404 NA NA 1405 NA NA 1406 NA NA 1407 1 0.705400 1408 NA NA 1409 1 0.122397 1410 1 0.505608 1411 NA NA 1412 1 0.181939 1413 NA NA 1414 NA NA 1415 NA NA 1416 NA NA 1417 NA NA 1418 NA NA 1419 1 0.373274 1420 1 0.275331 1421 1 0.712896 1422 NA NA 1423 NA NA 1424 1 0.808703 1425 1 0.785204 1426 NA NA 1427 NA NA 1428 NA NA 1429 1 0.595317 1430 1 0.905435 1431 NA NA 1432 NA NA 1433 NA NA 1434 NA NA 1435 NA NA 1436 1 0.137621 1437 1 0.923248 1438 NA NA 1439 NA NA 1440 NA NA 1441 NA NA 1442 NA NA 1443 1 0.170470 1444 NA NA 1445 1 0.242586 1446 NA NA 1447 NA NA 1448 1 0.372123 1449 NA NA 1450 1 0.840424 1451 NA NA 1452 NA NA 1453 NA NA 1454 NA NA 1455 NA NA 1456 1 0.907777 1457 NA NA 1458 NA NA 1459 NA NA 1460 NA NA 1461 NA NA 1462 1 0.089229 1463 1 0.688895 1464 NA NA 1465 NA NA 1466 NA NA 1467 NA NA 1468 NA NA 1469 1 0.056370 1470 1 0.816621 1471 1 0.486508 1472 NA NA 1473 1 0.814738 1474 NA NA 1475 NA NA 1476 NA NA 1477 NA NA 1478 NA NA 1479 NA NA 1480 NA NA 1481 NA NA 1482 1 0.395520 1483 1 0.311166 1484 NA NA 1485 NA NA 1486 NA NA 1487 1 0.408652 1488 1 0.271385 1489 NA NA 1490 NA NA 1491 NA NA 1492 NA NA 1493 1 0.370192 1494 NA NA 1495 NA NA 1496 NA NA 1497 1 0.431138 1498 NA NA 1499 NA NA 1500 1 0.336864 attr(,"assign") [1] 0 1 $`2` (Intercept) xo2 1 1 0.26802 2 1 0.10178 3 1 0.13362 4 1 0.79935 5 NA NA 6 1 0.70541 7 1 0.48751 8 1 0.96911 9 1 0.39728 10 NA NA 11 1 0.70348 12 NA NA 13 1 0.28793 14 1 0.02791 16 1 0.91308 17 1 0.71111 18 NA NA 19 1 0.57363 20 NA NA 21 1 0.14931 23 NA NA 24 1 0.88972 25 1 0.08427 26 1 0.90163 27 1 0.29616 28 1 0.89583 29 1 0.60828 30 1 0.82045 31 1 0.90586 32 1 0.88362 33 NA NA 34 NA NA 35 NA NA 36 1 0.21009 37 1 0.95024 38 1 0.17324 39 1 0.84459 40 1 0.55695 41 1 0.52121 42 1 0.07611 43 NA NA 44 1 0.20787 45 1 0.04868 46 NA NA 47 NA NA 48 1 0.53218 49 NA NA 50 NA NA 51 1 0.07467 52 NA NA 53 1 0.79733 54 1 0.13691 55 1 0.60126 56 1 0.86533 57 1 0.24618 58 1 0.12152 59 1 0.49387 60 1 0.67514 61 NA NA 62 NA NA 63 1 0.03059 64 1 0.46305 65 NA NA 66 1 0.31973 67 1 0.36462 68 1 0.71082 69 NA NA 70 1 0.51825 71 1 0.21729 72 1 0.27086 73 NA NA 74 NA NA 75 NA NA 76 1 0.26809 78 NA NA 79 1 0.44044 80 1 0.88067 81 1 0.93462 82 1 0.44054 83 NA NA 84 1 0.18688 85 1 0.23023 86 1 0.62476 87 1 0.05365 88 1 0.76174 89 1 0.30210 90 NA NA 91 1 0.88154 92 1 0.32223 93 NA NA 94 1 0.33211 95 1 0.41783 96 NA NA 97 1 0.13257 98 1 0.46972 99 1 0.96692 100 1 0.32552 101 1 0.24245 102 1 0.28190 103 1 0.81151 105 NA NA 106 1 0.90630 107 1 0.63618 108 1 0.72779 109 1 0.91113 110 1 0.35863 111 NA NA 112 1 0.97399 113 1 0.91908 114 1 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1356 1 0.26502 1357 NA NA 1358 1 0.41194 1359 1 0.44180 1360 NA NA 1361 NA NA 1362 NA NA 1363 1 0.93320 1364 1 0.64470 1365 1 0.09017 1366 1 0.52538 1367 NA NA 1368 1 0.86780 1369 NA NA 1370 1 0.04145 1371 1 0.73506 1372 1 0.22801 1373 NA NA 1374 NA NA 1375 NA NA 1376 1 0.97767 1377 NA NA 1378 1 0.66894 1379 1 0.78584 1380 1 0.38920 1381 1 0.04275 1382 1 0.10010 1383 1 0.98268 1384 1 0.77073 1385 1 0.21019 1386 1 0.91436 1387 1 0.59593 1388 NA NA 1389 NA NA 1390 1 0.32900 1391 1 0.68829 1392 1 0.97608 1393 1 0.62140 1394 NA NA 1395 1 0.96175 1396 1 0.50466 1397 NA NA 1398 1 0.75880 1399 NA NA 1400 1 0.95566 1401 NA NA 1402 NA NA 1403 1 0.59880 1404 1 0.68499 1405 1 0.23833 1406 1 0.67442 1407 NA NA 1408 1 0.81442 1409 NA NA 1410 NA NA 1411 1 0.47970 1412 NA NA 1413 1 0.82936 1414 1 0.51352 1415 1 0.87374 1416 1 0.80116 1417 1 0.02099 1418 1 0.09292 1419 NA NA 1420 NA NA 1421 NA NA 1422 1 0.18271 1423 1 0.34497 1424 NA NA 1425 NA NA 1426 1 0.24511 1427 1 0.77021 1428 1 0.22557 1429 NA NA 1430 NA NA 1431 1 0.87494 1432 1 0.17130 1433 1 0.20978 1434 1 0.52285 1435 1 0.38777 1436 NA NA 1437 NA NA 1438 1 0.03375 1439 1 0.69376 1440 1 0.10639 1441 1 0.34624 1442 1 0.29197 1443 NA NA 1444 1 0.16566 1445 NA NA 1446 1 0.23031 1447 1 0.82880 1448 NA NA 1449 1 0.49788 1450 NA NA 1451 1 0.61710 1452 1 0.89604 1453 1 0.44029 1454 1 0.01885 1455 1 0.25717 1456 NA NA 1457 1 0.51268 1458 1 0.85304 1459 1 0.85814 1460 1 0.11205 1461 1 0.38859 1462 NA NA 1463 NA NA 1464 1 0.02120 1465 1 0.34866 1466 1 0.12785 1467 1 0.77201 1468 1 0.33682 1469 NA NA 1470 NA NA 1471 NA NA 1472 1 0.25211 1473 NA NA 1474 1 0.13353 1475 1 0.35651 1476 1 0.22174 1477 1 0.23971 1478 1 0.91167 1479 1 0.26354 1480 1 0.83768 1481 1 0.98786 1482 NA NA 1483 NA NA 1484 1 0.10474 1485 1 0.11077 1486 1 0.34029 1487 NA NA 1488 NA NA 1489 1 0.14331 1490 1 0.53715 1491 1 0.03104 1492 1 0.23502 1493 NA NA 1494 1 0.93047 1495 1 0.77792 1496 1 0.42659 1497 NA NA 1498 1 0.44160 1499 1 0.81762 1500 NA NA attr(,"assign") [1] 0 1 > mfTestTobit5Ml <- model.frame( testTobit5Ml ) > print( mfTestTobit5Ml ) ys xs yo1 xo1 yo2 xo2 1 TRUE 0.940378 -0.32981 0.080371 -0.588277 0.26802 2 TRUE 0.996766 1.52444 0.673625 -0.254995 0.10178 3 TRUE 0.232910 1.67686 0.664986 0.981047 0.13362 4 TRUE 0.141901 2.09772 0.918459 1.534325 0.79935 5 FALSE 0.066297 -1.20329 0.588963 0.314980 0.01499 6 TRUE 0.732845 0.93562 0.703013 1.576727 0.70541 7 TRUE 0.285429 1.41362 0.249974 1.682253 0.48751 8 TRUE 0.719488 -0.02330 0.081948 -0.718573 0.96911 9 TRUE 0.017669 1.13341 0.905615 0.359032 0.39728 10 FALSE 0.173206 -0.23484 0.787196 0.633595 0.67167 11 TRUE 0.702198 1.09429 0.370931 1.309060 0.70348 12 FALSE 0.740287 -0.28893 0.972414 -0.563805 0.22813 13 TRUE 0.947135 0.22329 0.160174 1.223630 0.28793 14 TRUE 0.722044 0.82747 0.641817 -0.104047 0.02791 16 TRUE 0.291032 1.09341 0.941761 1.596129 0.91308 17 TRUE 0.969695 0.90062 0.131011 1.312811 0.71111 18 FALSE 0.098262 -0.13047 0.228383 -0.315836 0.76813 19 TRUE 0.324276 2.85568 0.621499 1.079472 0.57363 20 FALSE 0.139561 0.25470 0.366665 0.743411 0.91637 21 TRUE 0.748326 1.51123 0.115928 1.264508 0.14931 23 FALSE 0.099745 1.23255 0.926547 0.558627 0.35816 24 TRUE 0.838674 2.14915 0.852731 0.793452 0.88972 25 TRUE 0.345794 -0.15021 0.650539 -1.235079 0.08427 26 TRUE 0.177999 0.35400 0.563463 0.834656 0.90163 27 TRUE 0.452815 0.24412 0.845542 -0.390014 0.29616 28 TRUE 0.439201 0.63131 0.179993 -0.224162 0.89583 29 TRUE 0.169229 1.75858 0.881774 1.818442 0.60828 30 TRUE 0.785529 0.27151 0.051563 1.115474 0.82045 31 TRUE 0.662260 1.15223 0.121290 2.229381 0.90586 32 TRUE 0.805095 2.31330 0.509903 1.998936 0.88362 33 FALSE 0.457323 -1.15798 0.309324 -1.134062 0.43231 34 FALSE 0.620620 0.18364 0.916819 0.087577 0.31929 35 FALSE 0.382501 -0.16859 0.356571 0.175380 0.92605 36 TRUE 0.886395 2.64938 0.903951 1.620513 0.21009 37 TRUE 0.621632 1.78033 0.401681 0.909923 0.95024 38 TRUE 0.955861 1.58703 0.848532 -0.121207 0.17324 39 TRUE 0.600515 0.22211 0.737728 0.391302 0.84459 40 TRUE 0.537875 1.04350 0.836665 0.475661 0.55695 41 TRUE 0.570037 1.60831 0.840634 0.601388 0.52121 42 TRUE 0.930607 0.72257 0.692824 0.679886 0.07611 43 FALSE 0.141259 0.44854 0.710824 0.175178 0.83969 44 TRUE 0.438931 0.04365 0.328761 -0.391892 0.20787 45 TRUE 0.541556 -0.31941 0.551048 0.009908 0.04868 46 FALSE 0.538011 -0.64671 0.534891 -0.427750 0.46014 47 FALSE 0.112718 -0.44234 0.483017 -1.384830 0.55645 48 TRUE 0.500286 -0.53880 0.339114 -0.141485 0.53218 49 FALSE 0.666943 -0.46955 0.116260 1.770586 0.25042 50 FALSE 0.428879 -0.65972 0.840601 -1.432557 0.46840 51 TRUE 0.013446 0.58609 0.461001 -0.138908 0.07467 52 FALSE 0.550384 -1.52520 0.462248 -1.372005 0.24523 53 TRUE 0.996900 0.60991 0.994965 -0.477813 0.79733 54 TRUE 0.027496 1.76086 0.526522 0.407578 0.13691 55 TRUE 0.604460 2.07648 0.992269 0.484502 0.60126 56 TRUE 0.165352 1.09408 0.575798 -0.102192 0.86533 57 TRUE 0.064376 1.43868 0.687363 2.440306 0.24618 58 TRUE 0.368052 1.14653 0.744049 0.200445 0.12152 59 TRUE 0.497989 0.98994 0.964950 1.155735 0.49387 60 TRUE 0.006899 NA 0.448295 2.514687 0.67514 61 FALSE 0.007317 0.89640 0.667671 0.436586 0.19618 62 FALSE 0.445165 -0.35449 0.020494 0.387810 0.68136 63 TRUE 0.617485 0.69127 0.683884 -0.298359 0.03059 64 TRUE 0.972134 -0.03112 0.472471 0.604550 0.46305 65 FALSE 0.011743 0.06751 0.113761 -0.271701 0.77067 66 TRUE 0.649082 0.98165 0.640398 -0.431657 0.31973 67 TRUE 0.336996 0.71884 0.699879 0.722235 0.36462 68 TRUE 0.406869 2.80749 0.750910 1.189675 0.71082 69 FALSE 0.451439 1.68789 0.645549 0.961943 0.08179 70 TRUE 0.808970 0.42960 0.017808 1.100821 0.51825 71 TRUE 0.352268 0.73602 0.593401 -0.071007 0.21729 72 TRUE 0.852134 1.29030 0.759435 1.703314 0.27086 73 FALSE 0.200599 -0.92360 0.067077 0.914987 0.73138 74 FALSE 0.778180 -0.49609 0.930361 -0.029526 0.47093 75 FALSE 0.752351 -0.29439 0.634161 -0.915920 0.39142 76 TRUE 0.031971 0.83411 0.635526 -0.971309 0.26809 78 FALSE 0.123112 -1.00685 0.829984 0.152434 0.37695 79 TRUE 0.052577 0.34846 0.298915 0.926361 0.44044 80 TRUE 0.500265 0.86117 0.582147 0.950978 0.88067 81 TRUE 0.463828 1.56520 0.301338 1.579884 0.93462 82 TRUE 0.661522 0.46239 0.540051 -1.279106 0.44054 83 FALSE 0.124168 0.28922 0.822821 0.323626 0.66099 84 TRUE 0.158678 0.97957 0.230345 0.811245 0.18688 85 TRUE 0.231713 0.91999 0.958270 0.797924 0.23023 86 TRUE 0.906686 -0.98038 0.215997 0.706427 0.62476 87 TRUE 0.806820 0.89112 0.772824 0.899044 0.05365 88 TRUE 0.487297 -0.09996 0.085705 1.406913 0.76174 89 TRUE 0.050978 1.33587 0.356087 0.326653 0.30210 90 FALSE 0.462758 -0.29565 0.849496 -0.544589 0.66833 91 TRUE 0.734857 0.35103 0.406772 0.143449 0.88154 92 TRUE 0.772458 1.91711 0.111351 1.955444 0.32223 93 FALSE 0.262671 -0.13088 0.816641 -0.897291 0.58301 94 TRUE 0.776556 1.08370 0.405858 0.247108 0.33211 95 TRUE 0.532561 0.35675 0.411560 -0.061699 0.41783 96 FALSE 0.810920 -0.10398 0.681192 0.839136 0.34318 97 TRUE 0.917404 1.27370 0.348216 0.139648 0.13257 98 TRUE 0.094254 0.75164 0.767081 -0.722787 0.46972 99 TRUE 0.550482 1.36689 0.128629 2.078230 0.96692 100 TRUE 0.029125 0.47900 0.117589 0.215176 0.32552 101 TRUE 0.217832 0.24524 0.074419 1.970999 0.24245 102 TRUE 0.368814 2.47978 0.905697 2.094069 0.28190 103 TRUE 0.817140 0.96261 0.752297 0.029012 0.81151 105 FALSE 0.257971 -0.25459 0.519636 0.478906 0.79002 106 TRUE 0.735204 0.28881 0.167466 0.868588 0.90630 107 TRUE 0.918842 0.64145 0.531749 1.744679 0.63618 108 TRUE 0.700928 0.89849 0.003724 -0.494260 0.72779 109 TRUE 0.877539 0.96864 0.452718 0.805955 0.91113 110 TRUE 0.672118 0.29941 0.718624 0.783481 0.35863 111 FALSE 0.668057 -0.77493 0.768495 -0.594570 0.26206 112 TRUE 0.591088 0.86578 0.228759 1.838340 0.97399 113 TRUE 0.614621 NA 0.801410 0.779080 0.91908 114 TRUE 0.837849 0.43167 0.406749 0.055425 0.94769 115 FALSE 0.390967 -0.64144 0.111831 -1.266065 0.89067 116 TRUE 0.792324 0.18203 0.216349 0.536330 0.73624 117 TRUE 0.035097 2.81773 0.457306 2.695351 0.61560 118 TRUE 0.629841 1.20585 0.605861 0.898077 0.83537 119 TRUE 0.902201 1.20551 0.248063 0.383270 0.99863 120 FALSE 0.298322 -0.78345 0.906493 0.034613 0.79516 121 FALSE 0.530867 0.24409 0.688954 -0.198667 0.54084 122 TRUE 0.723195 0.15918 0.342370 0.819016 0.37912 123 TRUE 0.220478 1.53839 0.893691 0.140598 0.38018 124 FALSE 0.292361 -0.30170 0.632697 -0.103794 0.01863 125 FALSE 0.311523 0.09002 0.900051 -0.669373 0.60939 126 TRUE 0.457497 0.29214 0.233545 0.236706 0.33844 127 TRUE 0.161885 1.64814 0.086271 1.251204 0.06681 128 TRUE 0.965960 0.08595 0.217532 0.206719 0.09352 129 TRUE 0.511529 0.42660 0.486930 -1.666029 0.11581 130 FALSE 0.724533 -0.80192 0.795617 -0.793706 0.44036 131 TRUE 0.210829 1.62169 0.133614 1.642297 0.17903 132 TRUE 0.879899 0.75232 0.947633 -0.240865 0.59586 133 TRUE 0.002867 1.49558 0.846465 0.215232 0.55473 134 TRUE 0.551908 2.32032 0.466720 3.156655 0.90060 135 FALSE 0.432890 -0.08673 0.657443 -0.471874 0.15010 136 FALSE 0.282310 0.05894 0.632654 0.534009 0.99065 137 TRUE 0.035117 0.35711 0.293886 0.046763 0.32132 138 TRUE 0.845707 1.54900 0.523243 0.478293 0.75159 139 TRUE 0.410763 1.37105 0.917417 1.494132 0.49231 140 TRUE 0.678957 0.17679 NA 1.427634 0.28257 141 TRUE 0.183622 0.24349 0.102122 0.893584 0.87022 142 FALSE 0.259546 0.40778 0.388746 1.973322 0.65086 143 FALSE 0.728944 -0.83244 0.820705 -0.553532 0.59662 144 FALSE 0.591277 -1.15604 0.697603 0.723174 0.96850 145 FALSE 0.502358 -0.39263 0.243730 1.004546 0.76166 146 TRUE 0.857795 1.47407 0.860302 0.253221 0.06293 147 TRUE 0.923149 NA 0.957859 -0.243703 0.10836 148 TRUE 0.657964 1.51514 0.378741 1.526182 0.37775 149 FALSE 0.453916 -1.90004 0.820755 -1.945595 0.15076 150 TRUE 0.709034 -0.61793 0.074625 -1.827155 0.38658 151 TRUE 0.039466 -0.06524 0.145988 -0.339209 0.34668 152 FALSE 0.858497 -1.37840 0.580575 -0.464716 0.20717 153 FALSE 0.499521 -1.22882 0.495721 -1.110696 0.32657 154 TRUE 0.090665 1.18252 0.658422 2.901252 0.89307 155 TRUE 0.850819 1.87691 0.754705 0.826597 0.40363 156 TRUE 0.689029 0.29482 0.544724 1.070891 0.62729 157 TRUE 0.437081 2.03827 0.633578 0.663414 0.82173 158 FALSE 0.592242 -0.52026 0.272615 0.311479 0.25270 159 TRUE 0.704752 0.55214 0.824331 1.168959 0.93294 160 TRUE 0.009957 1.73530 0.656322 0.480774 0.12033 161 FALSE 0.480451 -1.05721 0.202298 -0.272178 0.61085 162 TRUE 0.455315 3.20896 0.793618 3.517176 0.62643 163 FALSE 0.623701 -0.85834 0.634375 -1.696511 0.48372 164 TRUE 0.300493 0.62560 0.594842 1.957383 0.02310 165 TRUE 0.682751 1.22755 0.506420 3.913813 0.48669 166 FALSE 0.928955 0.11514 0.749397 -1.069380 0.10232 167 TRUE 0.380810 -0.18392 0.323378 0.146450 0.25319 168 FALSE 0.475343 -0.61310 0.494405 0.466214 0.85184 169 TRUE 0.194479 2.39401 0.985403 0.191814 0.82689 170 TRUE 0.586432 0.58004 0.085919 -0.412581 0.35179 171 FALSE 0.057750 -2.12519 0.204142 -1.243636 0.43475 172 TRUE 0.881460 0.63442 0.871246 0.967615 0.85605 173 TRUE 0.252725 0.51799 0.535561 0.464382 0.78537 174 TRUE 0.389700 0.62348 0.528190 0.517435 0.21715 175 TRUE 0.712881 0.13874 0.437256 -0.139890 0.02237 176 FALSE 0.894507 -0.12888 0.515132 1.313994 0.58500 177 TRUE 0.970073 0.81190 0.686178 -0.677435 0.26355 178 TRUE 0.271287 0.54572 0.011030 0.084257 0.25173 179 TRUE 0.553040 0.34230 0.037950 1.262858 0.86959 180 TRUE 0.057501 1.21802 0.160746 0.345138 0.20550 181 FALSE 0.063626 0.99034 0.770836 0.703408 0.20444 182 TRUE 0.749837 1.65760 0.598686 1.179390 0.86198 183 FALSE 0.731740 -0.22187 0.328624 -1.215554 0.83564 184 TRUE 0.055517 0.68269 0.143248 0.245980 0.23702 185 FALSE 0.123574 0.09415 0.545318 1.157775 0.04032 186 FALSE 0.201385 -1.80258 0.236158 0.000549 0.05146 187 FALSE 0.438755 -0.22101 0.795837 -1.175396 0.20969 188 TRUE 0.996189 0.62382 0.234558 -0.003724 0.35191 189 TRUE 0.656323 0.90401 0.396968 0.265766 0.30675 190 TRUE 0.283220 -0.26072 0.071800 1.197039 0.56295 191 TRUE 0.699290 0.63608 0.228120 0.861588 0.06295 192 TRUE 0.899405 1.36913 0.640432 1.936136 0.86279 193 TRUE 0.579102 2.27336 0.896748 -0.566261 0.58204 194 FALSE 0.779275 -0.86536 0.799020 -0.180135 0.28729 195 TRUE 0.372658 2.50166 0.191269 1.538250 0.28616 196 TRUE 0.632594 1.17780 0.711364 1.367308 0.79336 197 TRUE 0.217653 0.27854 0.785802 -0.129873 0.28666 198 TRUE 0.833188 1.24071 0.475879 -0.429435 0.17285 199 FALSE 0.836883 -0.34839 0.345069 -0.581578 0.38718 200 TRUE 0.328749 0.43579 0.143620 -0.404283 0.14066 201 TRUE 0.265813 2.08771 0.894885 1.733732 0.87873 202 TRUE 0.547148 0.19073 0.347284 -0.473015 0.52336 203 FALSE 0.076999 -0.07525 0.302683 2.492595 0.97840 204 TRUE 0.133506 0.44958 0.108090 1.009886 0.60694 205 TRUE 0.549124 0.00548 0.574168 2.428672 0.39522 206 TRUE 0.967771 -0.39187 0.577509 -0.901507 0.94858 207 FALSE 0.282188 -0.19441 0.205784 0.108856 0.46837 208 TRUE 0.334846 1.48981 0.457520 2.353149 0.54843 209 TRUE 0.539449 -0.26729 0.067628 0.891541 0.39733 210 TRUE 0.441803 0.63943 0.636804 1.229243 0.09196 211 FALSE 0.869821 -0.44653 0.805046 -0.333944 0.74242 212 FALSE 0.553436 -1.01946 0.444929 -0.950515 0.15282 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FALSE 0.141017 0.09192 0.754365 0.882871 0.61592 1370 TRUE 0.692168 1.32827 0.832578 0.625428 0.04145 1371 TRUE 0.845080 0.57095 0.360937 1.193675 0.73506 1372 TRUE 0.678251 -0.75420 0.502293 0.456378 0.22801 1373 FALSE 0.709726 -1.75627 0.605000 -1.087629 0.14736 1374 FALSE 0.645901 -0.18733 0.733934 -1.086461 0.19281 1375 FALSE 0.965203 -0.20722 0.806091 -1.173751 0.55164 1376 TRUE 0.710520 1.11517 0.922509 1.513772 0.97767 1377 FALSE 0.870480 -0.71382 0.828013 0.005185 NA 1378 TRUE 0.909245 1.85927 0.968256 1.836632 0.66894 1379 TRUE 0.078937 0.17055 0.717292 0.217751 0.78584 1380 TRUE 0.117879 1.77493 0.803781 0.924915 0.38920 1381 TRUE 0.781208 1.76735 0.823929 -0.130047 0.04275 1382 TRUE 0.497808 3.44914 0.744819 1.092484 0.10010 1383 TRUE 0.182946 -0.03057 0.512284 -0.420488 0.98268 1384 TRUE 0.672435 -0.36478 0.392065 2.153406 0.77073 1385 TRUE 0.560286 0.51644 0.351115 2.011920 0.21019 1386 TRUE 0.804093 0.50972 0.722496 0.706546 0.91436 1387 TRUE 0.317322 0.76002 0.666639 -0.290721 0.59593 1388 FALSE 0.092444 -0.04207 0.961448 -0.538814 0.22768 1389 FALSE 0.465409 -0.59968 0.778547 0.208264 0.70078 1390 TRUE 0.260287 1.16228 0.588089 -0.062972 0.32900 1391 TRUE 0.611302 0.97885 0.539736 2.085387 0.68829 1392 TRUE 0.003955 0.88004 0.672702 1.900933 0.97608 1393 TRUE 0.809207 0.22020 0.146714 1.750198 0.62140 1394 FALSE 0.600986 -0.75899 0.675277 -0.128354 0.80474 1395 TRUE 0.686211 0.51697 0.354149 1.317912 0.96175 1396 TRUE 0.376664 1.32558 0.621028 2.515210 0.50466 1397 FALSE 0.366566 -1.11753 0.805050 0.135737 0.21544 1398 TRUE 0.248724 1.12564 0.717421 1.301018 0.75880 1399 FALSE 0.277661 0.10948 0.857835 0.557547 0.81299 1400 TRUE 0.443706 0.55504 0.813774 -0.264157 0.95566 1401 FALSE 0.676450 -0.49557 0.062082 -1.278177 0.80697 1402 FALSE 0.888699 0.09347 0.636242 0.202372 0.40329 1403 TRUE 0.950151 0.73402 0.318502 0.261122 0.59880 1404 TRUE 0.916997 0.50496 0.470941 2.246807 0.68499 1405 TRUE 0.905190 2.14452 0.482949 1.377751 0.23833 1406 TRUE 0.356233 1.36278 0.010221 1.732142 0.67442 1407 FALSE 0.569793 -0.83691 0.705400 0.976788 0.72080 1408 TRUE 0.115650 0.76295 0.659827 1.279935 0.81442 1409 FALSE 0.241869 -0.79773 0.122397 -0.296539 0.95005 1410 FALSE 0.143181 -0.64223 0.505608 0.065476 0.09250 1411 TRUE 0.808959 1.35097 0.978154 1.255579 0.47970 1412 FALSE 0.808761 -1.52057 0.181939 -0.491426 0.27262 1413 TRUE 0.214478 1.08937 0.683706 1.511119 0.82936 1414 TRUE 0.141958 0.86687 0.686805 -0.065539 0.51352 1415 TRUE 0.709703 1.14954 0.890758 0.799576 0.87374 1416 TRUE 0.631485 1.55147 0.124568 3.264032 0.80116 1417 TRUE 0.629500 0.92326 0.363441 0.649434 0.02099 1418 TRUE 0.864516 1.86221 0.459114 2.401625 0.09292 1419 FALSE 0.206856 -0.78091 0.373274 -1.151974 0.20596 1420 FALSE 0.728507 -0.52394 0.275331 0.843077 0.86124 1421 FALSE 0.137940 -2.76890 0.712896 -1.334003 0.76035 1422 TRUE 0.368744 1.19680 0.861716 -0.284960 0.18271 1423 TRUE 0.329919 1.65830 0.914811 1.393372 0.34497 1424 FALSE 0.518932 -0.35665 0.808703 -1.220872 0.86551 1425 FALSE 0.427311 -0.63204 0.785204 -1.094446 0.04471 1426 TRUE 0.914699 0.59199 0.990392 0.490656 0.24511 1427 TRUE 0.924724 0.20823 0.315222 0.993061 0.77021 1428 TRUE 0.614107 0.92270 0.983260 0.401320 0.22557 1429 FALSE 0.545927 -0.00746 0.595317 -0.792302 0.21657 1430 FALSE 0.065929 0.41081 0.905435 -0.234980 0.68044 1431 TRUE 0.411665 2.21855 0.700302 2.708806 0.87494 1432 TRUE 0.977828 0.07353 0.984303 -0.531088 0.17130 1433 TRUE 0.196845 2.20107 0.455398 0.586463 0.20978 1434 TRUE 0.367116 1.49551 0.933252 1.579222 0.52285 1435 TRUE 0.862761 1.01331 0.871853 0.487770 0.38777 1436 FALSE 0.200715 0.39460 0.137621 0.364488 0.47526 1437 FALSE 0.571907 -0.09950 0.923248 2.182394 0.75640 1438 TRUE 0.429323 2.20540 0.912557 1.972019 0.03375 1439 TRUE 0.258470 -0.11917 0.415203 0.917472 0.69376 1440 TRUE 0.717571 0.82490 0.352363 -0.033292 0.10639 1441 TRUE 0.618956 2.17477 0.913001 0.602604 0.34624 1442 TRUE 0.961282 -0.70986 0.629527 -0.695427 0.29197 1443 FALSE 0.176601 -0.92566 0.170470 -1.665718 0.72995 1444 TRUE 0.637128 -0.31739 0.252019 -0.546507 0.16566 1445 FALSE 0.329653 0.02710 0.242586 1.197728 0.40772 1446 TRUE 0.750999 1.29589 0.214960 1.610614 0.23031 1447 TRUE 0.354767 1.74698 0.954868 1.089174 0.82880 1448 FALSE 0.025192 -0.52178 0.372123 0.022193 0.47784 1449 TRUE 0.206765 1.09985 0.322988 1.341425 0.49788 1450 FALSE 0.422789 0.06426 0.840424 -0.249129 0.19260 1451 TRUE 0.281955 0.64712 0.283980 -0.170993 0.61710 1452 TRUE 0.594188 1.05213 0.262765 1.472252 0.89604 1453 TRUE 0.844731 1.16263 0.855562 0.300360 0.44029 1454 TRUE 0.965143 -0.26372 0.051291 0.985816 0.01885 1455 TRUE 0.526353 1.20766 0.957146 1.475253 0.25717 1456 FALSE 0.342590 0.56189 0.907777 1.201369 0.85604 1457 TRUE 0.026799 0.55707 0.829055 -0.428916 0.51268 1458 TRUE 0.508971 -0.07645 0.362518 0.705360 0.85304 1459 TRUE 0.235728 0.33543 0.007859 1.126933 0.85814 1460 TRUE 0.769041 0.90857 0.390910 0.822949 0.11205 1461 TRUE 0.636815 0.95547 0.831863 1.523080 0.38859 1462 FALSE 0.538696 -0.89623 0.089229 -1.226492 0.87347 1463 FALSE 0.669907 1.00341 0.688895 1.497237 0.98237 1464 TRUE 0.880363 1.58684 0.595531 0.179383 0.02120 1465 TRUE 0.067110 2.14440 0.698695 0.410983 0.34866 1466 TRUE 0.635072 0.16057 0.003330 -0.993149 0.12785 1467 TRUE 0.518343 0.85333 0.706788 0.122422 0.77201 1468 TRUE 0.860376 0.64557 0.559464 0.827393 0.33682 1469 FALSE 0.253344 -1.03833 0.056370 -0.831977 0.41547 1470 FALSE 0.143078 -0.44679 0.816621 0.588247 0.88608 1471 FALSE 0.362465 -0.72489 0.486508 -0.379036 0.91165 1472 TRUE 0.695813 1.47004 0.574759 0.316951 0.25211 1473 FALSE 0.194605 0.96701 0.814738 -0.676104 0.41276 1474 TRUE 0.865168 0.49069 0.484224 0.716622 0.13353 1475 TRUE 0.741477 1.21822 0.118498 1.889620 0.35651 1476 TRUE 0.801858 0.77723 0.839412 0.968213 0.22174 1477 TRUE 0.239092 -0.06203 0.044084 0.228544 0.23971 1478 TRUE 0.525728 NA 0.860585 2.288715 0.91167 1479 TRUE 0.344699 0.35327 0.403101 0.466768 0.26354 1480 TRUE 0.840987 1.17746 0.748245 1.329952 0.83768 1481 TRUE 0.558285 0.20332 0.462135 1.295745 0.98786 1482 FALSE 0.856468 0.15958 0.395520 -0.215275 0.08407 1483 FALSE 0.983418 -0.95166 0.311166 0.307575 0.67087 1484 TRUE 0.503827 1.08087 0.125349 -0.958772 0.10474 1485 TRUE 0.465052 0.08795 0.326303 0.420843 0.11077 1486 TRUE 0.111071 1.04352 0.796262 0.963804 0.34029 1487 FALSE 0.071202 -0.37635 0.408652 1.072289 0.10866 1488 FALSE 0.989879 -1.45382 0.271385 -0.305570 0.37024 1489 TRUE 0.742690 0.33226 0.635074 1.946124 0.14331 1490 TRUE 0.823051 0.37187 0.958827 -0.578916 0.53715 1491 TRUE 0.810450 0.24964 0.116714 -0.264067 0.03104 1492 TRUE 0.590752 -0.18449 0.016712 0.073934 0.23502 1493 FALSE 0.831272 -0.37673 0.370192 0.837734 0.03306 1494 TRUE 0.618295 1.70988 0.863999 2.008480 0.93047 1495 TRUE 0.224539 0.74075 0.691724 1.137646 0.77792 1496 TRUE 0.195654 0.50005 0.140296 0.764183 0.42659 1497 FALSE 0.268800 -0.27170 0.431138 0.520238 0.77224 1498 TRUE 0.547224 1.60561 0.518295 1.733524 0.44160 1499 TRUE 0.203628 2.00910 0.601503 1.558380 0.81762 1500 FALSE 0.450685 -0.72721 0.336864 -0.330969 0.57413 > logLik( testTobit5Ml ) 'log Lik.' -2777 (df=10) > > # LR tests > testTobit5Ml00 <- selection(ys~xs, list(yo1 ~ 1, yo2 ~ 1), method = "ml", + data = t5Dat[ t5Samp, ] ) > lrtest( testTobit5Ml00, testTobit5Ml ) Likelihood ratio test Model 1: selection(selection = ys ~ xs, outcome = list(yo1 ~ 1, yo2 ~ 1), data = t5Dat[t5Samp, ], method = "ml") Model 2: selection(selection = ys ~ xs, outcome = list(yo1 ~ xo1, yo2 ~ xo2), data = t5Dat, method = "ml") #Df LogLik Df Chisq Pr(>Chisq) 1 8 -2863 2 10 -2777 2 172 <2e-16 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 > testTobit5Ml10 <- selection(ys~xs, list(yo1 ~ xo1, yo2 ~ 1), method = "ml", + data = t5Dat[ t5Samp, ] ) > lrtest( testTobit5Ml10, testTobit5Ml ) Likelihood ratio test Model 1: selection(selection = ys ~ xs, outcome = list(yo1 ~ xo1, yo2 ~ 1), data = t5Dat[t5Samp, ], method = "ml") Model 2: selection(selection = ys ~ xs, outcome = list(yo1 ~ xo1, yo2 ~ xo2), data = t5Dat, method = "ml") #Df LogLik Df Chisq Pr(>Chisq) 1 9 -2822 2 10 -2777 1 89.8 <2e-16 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 > testTobit5Ml01 <- selection(ys~xs, list(yo1 ~ 1, yo2 ~ xo2), method = "ml", + data = t5Dat[ t5Samp, ] ) > lrtest( testTobit5Ml01, testTobit5Ml ) Likelihood ratio test Model 1: selection(selection = ys ~ xs, outcome = list(yo1 ~ 1, yo2 ~ xo2), data = t5Dat[t5Samp, ], method = "ml") Model 2: selection(selection = ys ~ xs, outcome = list(yo1 ~ xo1, yo2 ~ xo2), data = t5Dat, method = "ml") #Df LogLik Df Chisq Pr(>Chisq) 1 9 -2818 2 10 -2777 1 82.5 <2e-16 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 > > # ML with model.matrices returned > testTobit5MlMm <- selection( ys ~ xs, list( yo1 ~ xo1, yo2 ~ xo2 ), + method = "ml", xs = TRUE, xo = TRUE, data = t5Dat ) > mmsTestTobit5MlMm <- model.matrix( testTobit5MlMm, part = "selection" ) > attr( mmsTestTobit5MlMm, "assign" ) <- attr( mmsTestTobit5Ml, "assign" ) > all.equal( mmsTestTobit5Ml, mmsTestTobit5MlMm ) [1] TRUE > mmoTestTobit5MlMm <- model.matrix( testTobit5MlMm, part = "outcome" ) > attr( mmoTestTobit5MlMm[[ 1 ]], "assign" ) <- attr( mmoTestTobit5Ml[[ 1 ]], "assign" ) > attr( mmoTestTobit5MlMm[[ 2 ]], "assign" ) <- attr( mmoTestTobit5Ml[[ 2 ]], "assign" ) > all.equal( mmoTestTobit5Ml, mmoTestTobit5MlMm ) [1] TRUE > # ML with model.frames returned > testTobit5MlMf <- selection( ys~xs, list( yo1 ~ xo1, yo2 ~ xo2 ), + method = "ml", mfs = TRUE, mfo = TRUE, data = t5Dat ) > mfTestTobit5MlMf <- model.frame( testTobit5MlMf ) > all.equal( mfTestTobit5Ml, mfTestTobit5MlMf, check.attributes = FALSE ) [1] TRUE > > # return just the model.frame > all.equal( selection( ys~xs, list( yo1 ~ xo1, yo2 ~ xo2 ), + method = "model.frame", data = t5Dat ), mfTestTobit5MlMf ) [1] TRUE > > # the same dependent variables in both of the outcome equations > testTobit5SMl <- selection( ys~xs, list(yo1 ~ xo1, yo2 ~ xo1 ), method = "ml", + data = t5Dat ) > print( testTobit5SMl ) Call: selection(selection = ys ~ xs, outcome = list(yo1 ~ xo1, yo2 ~ xo1), data = t5Dat, method = "ml") Coefficients: S:(Intercept) S:xs O1:(Intercept) O1:xo1 sigma1 -0.0100 1.0137 -0.0266 0.9941 1.0125 rho1 O2:(Intercept) O2:xo1 sigma2 rho2 0.8721 0.4250 0.0461 1.0940 0.5379 > print( summary( testTobit5SMl ) ) -------------------------------------------- Tobit 5 model (switching regression model) Maximum Likelihood estimation Newton-Raphson maximisation, 9 iterations Return code 8: successive function values within relative tolerance limit (reltol) Log-Likelihood: -2821 1482 observations: 472 selection 1 (FALSE) and 1010 selection 2 (TRUE) 10 free parameters (df = 1472) Probit selection equation: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.0100 0.0595 -0.17 0.87 xs 1.0137 0.1023 9.91 <2e-16 *** Outcome equation 1: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.0266 0.1135 -0.23 0.81 xo1 0.9941 0.1050 9.46 <2e-16 *** Outcome equation 2: Estimate Std. Error t value Pr(>|t|) (Intercept) 0.4250 0.1043 4.07 4.9e-05 *** xo1 0.0461 0.1116 0.41 0.68 Error terms: Estimate Std. Error t value Pr(>|t|) sigma1 1.0125 0.0614 16.49 < 2e-16 *** sigma2 1.0940 0.0503 21.75 < 2e-16 *** rho1 0.8721 0.0333 26.20 < 2e-16 *** rho2 0.5379 0.1294 4.16 3.4e-05 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 -------------------------------------------- > nobs( testTobit5SMl ) [1] 1482 > nObs( testTobit5SMl ) [1] 1482 > fitted( testTobit5SMl, part = "outcome" ) [1] 0.428709 0.456082 0.455683 0.467378 0.558923 0.457438 0.436535 [8] 0.428782 0.466786 0.755983 0.442115 0.940105 0.432391 0.454614 [15] 0.468453 0.431046 0.200476 0.453677 0.337941 0.430350 0.894509 [22] 0.464346 0.455017 0.450999 0.464014 0.433306 0.465686 0.427380 [29] 0.430597 0.448528 0.280939 0.884839 0.327906 0.466709 0.443534 [36] 0.464152 0.459039 0.463604 0.463787 0.456968 0.680063 0.440170 [43] 0.450426 0.505171 0.453604 0.440647 0.089017 0.809072 0.446271 [50] 0.432957 0.470908 0.449294 0.470784 0.451568 0.456716 0.459331 [57] 0.469523 0.445685 0.637166 -0.006182 0.456555 0.446801 0.086533 [64] 0.454549 0.457293 0.459648 0.615174 0.425822 0.452380 0.460041 [71] 0.040126 0.898301 0.603854 0.454324 0.430959 0.798518 0.438793 [78] 0.451861 0.438904 0.449919 0.791398 0.435629 0.469215 0.434967 [85] 0.460659 0.428955 0.441431 0.817915 0.443769 0.430139 0.785254 [92] 0.443727 0.443990 0.650606 0.441067 0.460394 0.430936 0.430426 [99] 0.428435 0.466789 0.459712 0.490006 0.432728 0.449536 0.425173 [106] 0.445889 0.458158 0.737393 0.435556 0.461978 0.443768 0.084614 [113] 0.434983 0.446101 0.452955 0.436446 0.874574 0.658322 0.440798 [120] 0.466235 0.602398 0.868170 0.435777 0.428981 0.435038 0.447468 [127] 0.764354 0.431166 0.468724 0.464056 0.446535 0.626998 0.602356 [134] 0.438561 0.449143 0.467330 0.429713 0.359890 0.789293 0.666920 [141] 0.215733 0.464695 0.469196 0.442476 0.789343 0.428444 0.431737 [148] 0.550585 0.466233 0.455380 0.459823 0.450134 0.454234 0.244447 [155] 0.463035 0.455283 0.174546 0.461618 0.604066 0.452447 0.448367 [162] 0.718407 0.439921 0.464925 0.470467 0.428965 0.176379 0.465200 [169] 0.449711 0.449371 0.445176 0.485529 0.456661 0.425510 0.426752 [176] 0.432418 0.739720 0.452624 0.300124 0.431610 0.515536 0.208206 [183] 0.764573 0.435823 0.443317 0.428314 0.435526 0.454550 0.466377 [190] 0.767737 0.433826 0.457823 0.461258 0.446958 0.316473 0.431627 [197] 0.466291 0.441024 0.274337 0.429988 0.451493 0.451647 0.178011 [204] 0.446111 0.428121 0.454383 0.773727 0.415742 0.463633 0.450826 [211] 0.457028 0.244983 0.914238 0.425208 0.273465 0.443077 0.450079 [218] 0.644303 0.426150 0.441488 0.117267 0.548064 0.426159 0.722259 [225] 0.461377 0.468410 0.427106 0.386322 0.456610 0.456515 0.612770 [232] 0.447220 0.435266 0.202922 0.435722 0.453289 0.313883 0.889562 [239] 0.770853 0.636759 0.428613 0.468292 0.441651 0.016657 0.459876 [246] 0.546855 0.678395 0.449229 0.339768 0.920576 0.454636 0.462504 [253] 0.587748 0.453449 0.470592 0.435584 0.441883 0.464327 0.461842 [260] 0.452131 0.762677 0.246486 0.465889 0.097440 0.450073 0.450719 [267] 0.935331 0.438476 0.441134 0.425285 0.439950 0.355757 0.442168 [274] 0.448808 0.640516 0.450531 0.443552 0.428582 0.470619 0.053082 [281] 0.279563 0.436132 0.453738 0.456511 0.706480 0.443947 0.426156 [288] 0.447017 0.484500 0.446454 0.429320 0.498825 0.426564 0.451083 [295] 0.460868 0.606238 0.757297 0.463285 0.635457 -0.013688 0.787329 [302] 0.435096 0.441605 0.446777 0.443843 0.466355 0.046255 0.429296 [309] 0.802960 0.433889 0.426523 0.448738 0.461457 0.461511 0.462949 [316] 0.898612 0.455924 0.450796 0.438669 0.896292 0.879133 0.439173 [323] 0.450143 0.448584 0.465823 0.293226 0.435802 0.334813 0.448278 [330] 0.885320 0.469863 0.013798 0.356580 0.454866 0.800993 0.460028 [337] 0.461707 0.201516 0.446725 0.445490 0.428406 0.453980 0.427124 [344] 0.434788 0.464495 0.434041 0.453571 0.465492 0.686509 0.436410 [351] 0.538971 0.293615 0.433764 0.434840 0.666406 0.437273 0.425746 [358] 0.458062 0.453948 0.446365 -0.023818 0.465477 0.431667 0.438095 [365] 0.464466 0.425083 0.465560 0.083912 0.780179 0.870925 0.870812 [372] 0.463887 0.406909 0.467756 0.441759 0.443032 0.430618 0.899466 [379] 0.290067 0.432138 0.856329 0.463948 0.441880 0.236285 0.934833 [386] 0.442972 0.426899 0.454450 0.442100 0.429002 0.455602 0.461516 [393] 0.807029 0.544894 0.719719 0.493746 0.507195 0.461784 0.457607 [400] 0.442691 0.457442 0.469898 0.469131 0.464880 0.430887 0.425302 [407] 0.797830 0.445439 0.612361 0.228684 0.468482 0.570248 0.436197 [414] 0.294097 0.443951 0.827999 0.452044 0.449143 0.467311 0.468334 [421] 0.432782 0.451925 0.454551 0.455179 0.456156 0.453998 0.436363 [428] 0.804256 0.442422 0.619395 0.442401 0.370315 0.449609 0.456365 [435] 0.460135 0.440380 0.104468 0.469874 0.178382 0.198822 0.550877 [442] 0.445406 0.456031 0.426235 0.434743 0.253935 0.426359 0.541369 [449] 0.299570 0.117482 0.632316 0.434084 0.447649 0.449749 0.447095 [456] 0.542103 0.442669 0.755357 0.007037 0.440899 0.445727 0.452788 [463] 0.469940 0.437998 0.231219 0.434970 0.458879 0.470022 0.450495 [470] 0.437041 0.466316 0.437831 0.466854 0.466664 0.459278 0.336281 [477] 0.426534 0.444790 0.469184 0.437165 0.450911 0.445148 0.449366 [484] 0.445172 0.469710 0.300225 0.738117 0.427944 0.943139 0.465429 [491] 0.426317 0.088390 0.461600 0.426987 0.445057 0.430888 0.434551 [498] 0.432872 0.594853 0.915144 0.468027 0.451145 0.458740 0.154261 [505] 0.445463 0.466996 0.450941 0.448476 0.457830 0.388974 0.425179 [512] 0.431064 0.434297 0.432014 0.660767 0.453758 0.461754 0.432682 [519] 0.426761 0.442894 0.452932 0.442968 0.428892 0.445862 0.457633 [526] 0.860444 0.428732 0.427846 0.433200 0.444097 0.431265 0.430548 [533] 0.397052 0.455083 0.431687 0.447546 0.716107 0.435789 0.442714 [540] 0.457269 0.435117 0.159986 0.448960 0.445094 0.458159 0.933824 [547] 0.398197 0.928192 0.442775 0.470605 0.115409 0.456355 0.449974 [554] 0.140340 0.446114 0.441535 0.448951 0.081383 0.265727 0.428198 [561] -0.020353 0.458058 0.445526 0.277939 0.037138 0.431987 0.428929 [568] 0.846901 0.433302 0.460691 0.468482 0.471043 0.093663 0.436019 [575] 0.436981 0.459730 0.436215 0.361684 0.426354 0.378413 0.440176 [582] 0.439234 0.459478 0.115768 0.450009 0.484169 0.335783 0.666082 [589] 0.442067 0.628675 0.457529 0.435482 0.444063 0.430820 0.454401 [596] 0.430938 0.442659 0.458845 0.462171 0.437326 0.448902 0.914332 [603] 0.430323 0.454266 0.470471 0.429951 0.452719 0.446316 0.433937 [610] 0.950113 -0.008786 0.426355 0.775226 0.451443 0.447266 0.045680 [617] 0.468474 0.469714 0.442149 0.440818 0.456000 0.107076 0.912914 [624] 0.448227 0.441729 0.442693 0.647594 0.451703 -0.018689 0.460734 [631] 0.429227 0.471020 0.014532 0.710856 0.455277 0.426339 0.456295 [638] 0.428398 0.049490 0.464661 0.467842 0.058577 0.425685 0.434188 [645] 0.655805 0.438855 0.464091 0.058437 0.309695 0.353178 0.297900 [652] 0.061654 0.457079 0.457754 0.452279 0.465689 0.467510 0.447728 [659] 0.463853 0.040408 0.954406 0.444132 0.073299 0.428042 0.456233 [666] 0.553105 0.669839 0.286566 0.442597 0.633838 0.425547 0.964704 [673] 0.439022 0.431871 0.300022 0.043503 0.468533 0.431445 0.460711 [680] 0.438683 0.438999 0.445342 0.439010 0.430603 0.445537 0.926374 [687] 0.436700 0.458036 0.458024 0.298894 0.724880 0.466038 0.444477 [694] 0.621043 0.455710 0.436890 0.680955 0.437271 0.434140 0.468227 [701] 0.622499 0.433949 0.739123 0.526987 0.455825 0.429921 0.645943 [708] 0.426945 0.440023 0.179727 0.328123 0.445794 0.440972 0.457928 [715] 0.448501 0.433109 0.441078 0.437598 0.456617 0.425516 0.460804 [722] 0.425464 0.451199 0.455914 0.928136 0.435951 0.071214 0.309600 [729] 0.467058 -0.016578 0.465668 0.469793 0.429762 0.450624 0.031628 [736] 0.453168 0.426783 0.454831 0.464165 0.334590 0.451180 0.074331 [743] 0.427315 0.427177 0.443533 0.429341 0.277735 0.562289 0.447561 [750] 0.459774 0.443548 0.457352 0.441122 0.326545 0.470094 0.437873 [757] 0.462048 0.433585 0.468630 0.442785 0.441055 0.431942 -0.020625 [764] 0.452044 0.692192 0.470983 0.435567 0.444973 0.923413 0.458270 [771] 0.425043 0.433487 0.456039 0.430503 0.878323 0.441355 0.667693 [778] 0.470972 0.062560 0.457596 0.446121 0.466769 0.547901 0.456735 [785] 0.470075 0.449173 0.510157 0.446235 0.445039 0.432877 0.440073 [792] 0.452866 0.450064 0.467163 0.501345 0.449257 0.468226 0.452888 [799] 0.642436 0.372212 0.251091 0.447610 0.438028 0.461946 0.466584 [806] 0.458363 0.429576 0.465679 0.443634 0.818245 0.457908 0.462347 [813] 0.571085 0.724432 -0.015210 0.456684 0.457833 0.465074 0.442017 [820] 0.468823 0.440208 0.460308 0.470279 0.235375 0.231833 0.445932 [827] 0.456376 0.427395 0.475588 0.444829 0.435297 0.873856 -0.003632 [834] 0.446599 0.437081 0.427753 0.437235 0.440482 0.440474 0.427254 [841] 0.747024 0.505959 0.452226 0.194955 0.573262 0.441997 0.447358 [848] 0.941163 0.455084 0.447183 0.460111 0.950077 0.470078 0.448725 [855] 0.453786 0.683123 0.570529 0.437519 0.446694 0.436621 0.428692 [862] 0.468396 0.561778 0.466582 0.138933 0.429137 0.464412 0.084012 [869] 0.431217 0.460052 0.432593 0.431697 0.774168 0.467098 0.462679 [876] 0.455620 0.468088 0.897450 0.469438 0.514171 0.452486 0.465491 [883] 0.635701 0.276917 0.458349 0.437720 0.442065 0.214172 0.435369 [890] 0.875693 0.448568 0.442336 0.387045 0.465325 0.181915 0.461418 [897] 0.466885 0.831350 -0.001676 0.076740 0.445573 0.468746 0.249330 [904] 0.444839 0.238296 0.436078 0.451464 0.237813 0.433269 0.873881 [911] 0.467757 0.434691 0.429302 0.439920 0.466416 0.455118 0.747314 [918] 0.462295 0.469860 0.414987 0.464691 0.000881 0.465736 0.467954 [925] 0.939920 0.337525 0.438572 0.438084 0.444159 0.189546 0.457982 [932] 0.434088 0.642397 0.054668 0.468547 0.429894 0.436433 0.426463 [939] 0.112958 0.444811 0.467563 0.443762 0.450124 0.448606 0.456121 [946] 0.451777 0.462429 0.704558 0.264090 0.402842 0.455828 0.447309 [953] 0.433325 0.465099 0.448425 0.437319 0.458954 0.468099 0.438904 [960] 0.447185 0.444807 0.445995 0.900443 0.458000 0.439980 0.463760 [967] 0.546686 0.466868 0.442151 0.466840 0.065678 0.433078 0.454665 [974] 0.461613 0.023107 0.469838 0.450246 0.434416 0.454114 0.449878 [981] 0.430978 0.566502 0.453835 0.713915 0.435962 0.453223 0.462263 [988] 0.633925 0.454513 0.428538 0.464194 0.611554 0.440415 0.430633 [995] 0.462484 0.324747 0.447351 0.436282 0.470521 0.436065 0.443844 [1002] 0.437872 0.432498 0.467144 0.890561 0.328153 0.443372 0.316475 [1009] 0.455930 0.463207 0.452701 0.438485 0.447599 0.437676 0.440348 [1016] 0.431630 0.669856 0.455024 0.458476 0.452783 0.446293 0.444651 [1023] 0.469642 0.448506 0.447615 0.429916 0.458780 0.464945 0.443620 [1030] 0.429329 0.438242 0.467051 0.451455 0.310425 0.440380 0.444432 [1037] 0.898332 0.958613 0.936106 0.004344 0.435273 0.430948 0.442127 [1044] 0.463713 0.840906 0.288795 0.425657 0.467219 0.427866 0.464233 [1051] 0.433126 0.444536 0.450293 0.426193 0.463103 0.747048 0.896424 [1058] 0.443640 0.465608 0.436417 0.457952 0.454658 0.779271 0.719540 [1065] 0.439621 0.434280 0.446353 0.432266 0.456557 0.018656 0.446733 [1072] 0.435863 0.456481 0.250516 0.253223 0.459145 0.454005 0.067817 [1079] 0.203407 0.472890 0.457869 0.465016 0.762925 0.466928 0.448306 [1086] 0.418110 0.231708 0.442529 0.004062 0.456534 0.434283 0.583889 [1093] 0.453780 0.301827 0.432075 0.435761 0.445994 0.845944 0.427244 [1100] 0.455397 0.452552 0.382207 0.632446 0.495251 0.461118 0.425063 [1107] 0.455167 0.433667 0.457995 0.197061 0.834224 0.917264 0.461345 [1114] 0.443326 0.441786 0.438723 0.458407 0.788012 0.448824 0.455560 [1121] 0.897694 0.486359 0.464391 0.470829 0.434711 0.470285 0.433407 [1128] 0.739431 0.459608 0.440404 0.445985 0.451533 0.426281 0.438563 [1135] 0.432097 -0.009628 0.427086 0.405662 0.458311 0.334759 0.130564 [1142] 0.565110 0.830922 0.666625 0.056537 0.464958 0.433651 0.165192 [1149] 0.430059 0.470941 0.466182 0.455335 0.446370 0.451691 0.431022 [1156] 0.436810 0.439496 0.432778 0.300773 0.397909 0.455767 0.436446 [1163] 0.440594 0.436680 0.457164 0.517160 0.425499 0.444847 0.773716 [1170] 0.426828 0.437132 0.467601 0.309962 0.446970 0.431237 0.457920 [1177] 0.456098 0.438136 0.461129 0.225353 0.446552 0.449223 0.430837 [1184] 0.469630 0.454202 0.453941 0.435570 0.466537 0.003742 0.432780 [1191] 0.536665 0.195716 0.488283 0.208669 0.452578 0.933980 0.449551 [1198] 0.439274 0.447777 0.435154 0.433106 0.383824 0.433491 0.447751 [1205] 0.465353 0.458813 0.769268 0.466532 0.490414 0.199602 0.470845 [1212] 0.437880 0.458238 0.464225 0.870398 0.456466 0.963820 -0.001219 [1219] 0.446569 0.532725 0.416936 0.435596 0.432833 0.461391 0.438677 [1226] 0.432310 0.465838 0.348053 0.085933 0.443070 0.431404 0.453053 [1233] 0.720973 0.850266 0.464514 0.452833 0.442575 0.082747 0.465828 [1240] 0.463826 0.437063 0.458943 0.469712 0.461574 0.430491 0.130538 [1247] 0.432382 0.462036 0.329421 0.426750 0.439874 0.438013 0.429311 [1254] 0.584129 0.441581 0.062321 0.434695 0.446800 0.148306 0.434579 [1261] 0.427977 0.444596 0.434719 0.749830 0.437398 0.458779 0.444251 [1268] 0.456411 0.436411 0.439236 0.469838 0.455383 0.436023 0.572822 [1275] 0.654496 0.455201 0.314593 0.457688 0.447462 0.903831 -0.021991 [1282] 0.452040 0.447824 0.468213 0.462623 0.466034 0.434029 0.486772 [1289] -0.025945 0.866969 0.445331 0.436994 0.330083 0.448124 0.450643 [1296] 0.451107 0.453785 0.468625 0.451795 0.428543 0.425680 0.453792 [1303] 0.428892 0.428646 0.436071 0.440328 0.469270 0.263777 0.746301 [1310] 0.713822 0.467686 0.964708 0.466337 0.456720 0.452979 0.757033 [1317] 0.894369 0.456017 0.444772 0.026954 0.458204 0.468426 0.854730 [1324] 0.542645 0.463483 0.433085 0.451047 0.440799 0.442189 0.344329 [1331] 0.444900 0.430915 0.437657 0.557436 0.429987 0.209548 0.124548 [1338] 0.462962 0.389472 0.460883 0.427892 0.120947 0.702569 0.112633 [1345] 0.468271 0.434182 0.432245 0.456891 0.730548 0.430772 0.723347 [1352] 0.463416 0.441654 0.448177 0.574865 0.703037 0.774766 0.467565 [1359] 0.796559 0.469676 0.458097 0.462087 0.463017 0.459367 0.448637 [1366] 0.443091 0.441201 0.458337 0.455759 0.929204 0.747386 0.452135 [1373] 0.449904 0.456039 0.431770 0.644726 0.441341 0.453655 0.773732 [1380] 0.458102 0.826204 0.462548 0.035160 0.605922 0.439696 0.446730 [1387] 0.447284 0.425472 0.674671 0.455445 0.095118 0.476061 0.470133 [1394] 0.154307 0.456547 0.456690 0.466100 0.430748 0.441770 0.446184 [1401] 0.344510 0.247147 0.682122 0.464760 0.467210 0.777363 0.754003 [1408] 0.470697 0.439545 0.470368 0.565240 0.873522 0.457313 0.470416 [1415] 0.446013 0.468061 0.465228 0.110251 0.891230 0.467106 0.444158 [1422] 0.441259 0.467126 0.454047 0.142906 0.436629 0.214595 0.434919 [1429] 0.469058 0.343367 0.439903 0.808896 0.438104 0.437125 0.464476 [1436] 0.427367 0.469163 0.875850 0.463253 0.441727 0.425363 0.443037 [1443] 0.463383 0.062147 0.658263 0.452478 0.457238 0.425154 0.457612 [1450] 0.450814 0.029481 0.785234 0.457074 0.451520 0.783362 0.447343 [1457] 0.430468 0.463731 0.427035 0.464708 0.443600 0.459525 0.446324 [1464] 0.366624 0.282770 0.430784 0.440056 0.461740 0.379679 0.243224 [1471] 0.454303 0.469241 0.430386 0.425772 0.341447 0.464866 0.456917 [1478] 0.431474 0.402032 0.448915 0.452754 0.308316 > residuals( testTobit5SMl, part = "outcome" ) 1 2 3 4 5 6 7 8 -1.016986 -0.711077 0.525364 1.066947 -1.762209 1.119290 1.245719 -1.147355 9 10 11 12 13 14 16 17 -0.107754 -0.990826 0.866944 -1.229038 0.791239 -0.558661 1.127676 0.881766 18 19 20 21 23 24 25 26 -0.330945 0.625795 -0.083239 0.834159 0.338040 0.329107 -1.690095 0.383657 27 28 29 30 31 32 33 34 -0.854028 -0.657468 1.352757 0.688094 1.798784 1.550408 -1.438918 -0.701201 35 36 37 38 39 40 41 42 -0.496493 1.153804 0.466389 -0.585359 -0.067737 0.012056 0.137601 0.222918 43 44 45 46 47 48 49 50 -0.231523 -0.832062 -0.440518 -1.151878 -0.895941 -0.582133 -0.558565 -1.468788 51 52 53 54 55 56 57 58 -0.585179 -1.958156 -0.948721 -0.041716 0.013718 -0.553760 1.983591 -0.258886 59 60 61 62 63 64 65 66 0.686211 2.069002 0.259237 -0.348309 -0.754914 0.157749 -0.019026 -0.886206 67 68 69 70 71 72 73 74 0.264942 0.730028 1.072716 0.674998 -0.523388 1.243273 -0.963725 -1.394391 75 76 77 78 79 80 81 82 -0.898242 -1.425633 -0.295674 -1.805371 0.487569 0.499118 1.140979 -1.729025 83 84 85 86 87 88 89 90 -0.502181 0.375616 0.328709 0.271460 0.438385 0.977958 -0.114777 -1.113562 91 92 93 94 95 96 97 98 -0.300320 1.525306 -0.916135 -0.196619 -0.505689 -0.754590 -0.301419 -1.183181 99 100 101 102 103 105 106 107 1.647294 -0.215251 1.542565 1.627280 -0.430700 -0.744592 0.435861 1.295144 108 109 110 111 112 113 114 115 -0.919432 0.360066 0.325323 -1.512321 1.402785 0.317102 -0.388344 -0.726059 116 117 118 119 120 121 122 123 0.101347 2.249250 0.445122 -0.053176 -1.658020 -0.414230 0.378218 -0.325637 124 125 126 127 128 129 130 131 -0.904095 -0.778155 -0.199071 0.822222 -0.228319 -2.113497 -1.566276 1.211131 132 133 134 135 136 137 138 139 -0.709590 -0.248824 2.710120 -0.713729 -0.543418 -0.391798 0.029150 1.026802 141 142 143 144 145 146 147 148 0.463871 0.047886 -1.621730 -1.822955 -0.608365 -0.211474 -0.712899 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1315 1316 1317 1318 1319 1320 1321 1322 1.045709 1.302755 1.271348 -0.683610 0.320967 0.986458 0.555717 2.556879 1323 1324 1325 1326 1327 1328 1329 1330 1.169307 -1.075048 -1.122683 -1.251138 -0.432417 -0.957736 -1.703507 -0.796027 1331 1332 1333 1334 1335 1336 1337 1338 -0.403662 0.629129 -0.095688 -1.138307 -1.348560 1.386640 -0.360975 -0.652092 1339 1340 1341 1342 1343 1344 1345 1346 -0.438655 -0.010937 -1.006220 -0.949912 -0.710837 -1.501573 0.222082 0.982884 1347 1348 1349 1350 1351 1352 1353 1354 0.555557 0.899735 1.021464 -0.280043 -0.050678 -1.305805 -0.120066 -0.485846 1355 1356 1357 1358 1359 1360 1361 1362 -1.097426 1.475868 -0.735637 -0.181038 0.725882 -0.737225 0.178831 -0.531655 1363 1364 1365 1366 1367 1368 1369 1370 1.374256 -0.082116 1.001852 -1.218720 -0.376080 -0.103019 -0.631422 0.162012 1371 1372 1373 1374 1375 1376 1377 1378 0.752020 0.008201 -2.331135 -0.890369 -0.981985 1.046207 -1.510377 1.366956 1379 1380 1381 1382 1383 1384 1385 1386 -0.240345 0.462828 -0.593064 0.633117 -0.869126 1.710315 1.570719 0.248209 1387 1388 1389 1390 1391 1392 1393 1394 -0.746480 -0.971278 -1.347063 -0.515107 1.635483 1.444894 1.318427 -1.403714 1395 1396 1397 1398 1399 1400 1401 1402 0.876571 2.061555 -1.891265 0.842915 -0.716725 -0.726705 -0.530732 -0.512450 1403 1404 1405 1406 1407 1408 1409 1410 -0.178575 1.800078 0.930467 1.306670 -1.511586 0.824490 -0.892851 -1.118294 1411 1412 1413 1414 1415 1416 1417 1418 0.785447 -1.674874 1.054573 -0.522229 0.333476 2.833284 0.207664 1.955441 1419 1420 1421 1422 1423 1424 1425 1426 -1.125416 -0.771091 -3.451021 -0.749721 0.926163 -1.134014 -1.386046 0.019958 1427 1428 1429 1430 1431 1432 1433 1434 0.553516 -0.069048 -0.572704 -0.462717 2.251494 -1.001504 0.140450 1.111161 1435 1436 1437 1438 1439 1440 1441 1442 0.022542 0.284353 -0.990732 1.504913 0.473314 -0.474551 0.135477 -1.149474 1443 1444 1445 1446 1447 1448 1449 1450 -1.068562 -0.983135 -0.187497 1.175695 0.620116 -0.865147 0.901521 -0.744640 1451 1452 1453 1454 1455 1456 1457 1458 -0.609097 1.035127 -0.164116 0.558448 1.006090 -0.313962 -0.892169 0.263633 1459 1460 1461 1462 1463 1464 1465 1466 0.701569 0.379912 1.059697 -0.958380 0.345145 -0.273095 -0.046255 -1.418304 1467 1468 1469 1470 1471 1472 1473 1474 -0.335189 0.376579 -1.067816 -1.232021 -1.181963 -0.134569 0.183649 0.269280 1475 1476 1477 1478 1479 1480 1481 1482 1.459152 0.504482 -0.198491 1.824007 0.023168 0.870428 0.849421 -0.207042 1483 1484 1485 1486 1487 1488 1489 1490 -1.234425 -1.389557 -0.019213 0.502064 -0.756027 -1.697048 1.491821 -1.048157 1491 1492 1493 1494 1495 1496 1497 1498 -0.694453 -0.351838 -0.718172 1.543615 0.680729 0.332709 -0.673728 1.284609 1499 1500 1.105626 -1.035526 > all.equal( residuals( testTobit5SMl ), + residuals( testTobit5SMl, part = "outcome" ) ) [1] TRUE > round( predict( testTobit5SMl, newdata = t5Dat, type = "unconditional" ), 3 ) E[yo1] E[yo2] 1 0.053 0.429 2 0.643 0.456 3 0.634 0.456 4 0.886 0.467 5 0.559 0.452 6 0.672 0.457 7 0.222 0.437 8 0.055 0.429 9 0.874 0.467 10 0.756 0.461 11 0.342 0.442 12 0.940 0.470 13 0.133 0.432 14 0.611 0.455 15 0.075 0.430 16 0.910 0.468 17 0.104 0.431 18 0.200 0.436 19 0.591 0.454 20 0.338 0.442 21 0.089 0.430 22 0.529 0.451 23 0.895 0.468 24 0.821 0.464 25 0.620 0.455 26 0.534 0.451 27 0.814 0.464 28 0.152 0.433 29 0.850 0.466 30 0.025 0.427 31 0.094 0.431 32 0.480 0.449 33 0.281 0.439 34 0.885 0.467 35 0.328 0.441 36 0.872 0.467 37 0.373 0.444 38 0.817 0.464 39 0.707 0.459 40 0.805 0.464 41 0.809 0.464 42 0.662 0.457 43 0.680 0.458 44 0.300 0.440 45 0.521 0.450 46 0.505 0.450 47 0.454 0.447 48 0.311 0.441 49 0.089 0.430 50 0.809 0.464 51 0.432 0.446 52 0.433 0.446 53 0.963 0.471 54 0.497 0.449 55 0.960 0.471 56 0.546 0.452 57 0.657 0.457 58 0.713 0.459 59 0.933 0.470 60 0.419 0.446 61 0.637 0.456 62 -0.006 0.426 63 0.653 0.457 64 0.443 0.447 65 0.087 0.430 66 0.610 0.455 67 0.669 0.457 68 0.720 0.460 69 0.615 0.455 70 -0.009 0.426 71 0.563 0.452 72 0.728 0.460 73 0.040 0.428 74 0.898 0.468 75 0.604 0.454 76 0.605 0.454 77 0.102 0.431 78 0.799 0.463 79 0.271 0.439 80 0.552 0.452 81 0.273 0.439 82 0.510 0.450 83 0.791 0.463 84 0.202 0.436 85 0.926 0.469 86 0.188 0.435 87 0.742 0.461 88 0.059 0.429 89 0.327 0.441 90 0.818 0.464 91 0.378 0.444 92 0.084 0.430 93 0.785 0.463 94 0.377 0.444 95 0.383 0.444 96 0.651 0.456 97 0.320 0.441 98 0.736 0.460 99 0.101 0.431 100 0.090 0.430 101 0.047 0.428 102 0.874 0.467 103 0.721 0.460 104 0.109 0.431 105 0.490 0.449 106 0.140 0.433 107 0.502 0.450 108 -0.023 0.425 109 0.423 0.446 110 0.688 0.458 111 0.737 0.460 112 0.201 0.436 113 0.770 0.462 114 0.378 0.444 115 0.085 0.430 116 0.189 0.435 117 0.428 0.446 118 0.576 0.453 119 0.220 0.436 120 0.875 0.467 121 0.658 0.457 122 0.314 0.441 123 0.862 0.466 124 0.602 0.454 125 0.868 0.467 126 0.206 0.436 127 0.059 0.429 128 0.190 0.435 129 0.457 0.447 130 0.764 0.462 131 0.106 0.431 132 0.915 0.469 133 0.815 0.464 134 0.437 0.447 135 0.627 0.455 136 0.602 0.454 137 0.266 0.439 138 0.494 0.449 139 0.885 0.467 140 NA NA 141 0.075 0.430 142 0.360 0.443 143 0.789 0.463 144 0.667 0.457 145 0.216 0.436 146 0.829 0.465 147 0.926 0.469 148 0.350 0.442 149 0.789 0.463 150 0.048 0.428 151 0.119 0.432 152 0.551 0.452 153 0.466 0.448 154 0.628 0.455 155 0.724 0.460 156 0.515 0.450 157 0.603 0.454 158 0.244 0.438 159 0.793 0.463 160 0.626 0.455 161 0.175 0.434 162 0.762 0.462 163 0.604 0.454 164 0.565 0.452 165 0.477 0.448 166 0.718 0.460 167 0.295 0.440 168 0.465 0.448 169 0.953 0.470 170 0.059 0.429 171 0.176 0.434 172 0.840 0.465 173 0.506 0.450 174 0.499 0.449 175 0.408 0.445 176 0.486 0.449 177 0.656 0.457 178 -0.016 0.426 179 0.011 0.427 180 0.133 0.432 181 0.740 0.461 182 0.569 0.453 183 0.300 0.440 184 0.116 0.432 185 0.516 0.450 186 0.208 0.436 187 0.765 0.462 188 0.207 0.436 189 0.368 0.443 190 0.045 0.428 191 0.200 0.436 192 0.610 0.455 193 0.865 0.466 194 0.768 0.462 195 0.164 0.434 196 0.681 0.458 197 0.755 0.461 198 0.447 0.447 199 0.316 0.441 200 0.116 0.432 201 0.863 0.466 202 0.319 0.441 203 0.274 0.439 204 0.081 0.430 205 0.544 0.451 206 0.548 0.452 207 0.178 0.434 208 0.428 0.446 209 0.041 0.428 210 0.606 0.454 211 0.774 0.462 212 0.416 0.446 213 0.806 0.464 214 0.530 0.451 215 0.663 0.457 216 0.245 0.438 217 0.914 0.469 218 -0.022 0.425 219 0.273 0.439 220 0.363 0.443 221 0.514 0.450 222 0.644 0.456 223 -0.002 0.426 224 0.329 0.441 225 0.117 0.432 226 0.548 0.452 227 -0.002 0.426 228 0.722 0.460 229 NA NA 230 0.757 0.461 231 0.909 0.468 232 0.019 0.427 233 0.386 0.444 234 0.654 0.457 235 0.457 0.447 236 0.613 0.455 237 0.452 0.447 238 0.195 0.435 239 0.203 0.436 240 0.204 0.436 241 0.583 0.453 242 0.314 0.441 243 0.890 0.468 244 0.771 0.462 245 0.637 0.456 246 0.051 0.429 247 0.906 0.468 248 0.332 0.442 249 0.017 0.427 250 0.725 0.460 251 0.547 0.452 252 0.678 0.458 253 0.495 0.449 254 0.340 0.442 255 0.921 0.469 256 0.612 0.455 257 0.781 0.463 258 0.588 0.454 259 0.586 0.453 260 0.956 0.471 261 0.201 0.436 262 0.337 0.442 263 0.821 0.464 264 0.767 0.462 265 0.558 0.452 266 0.763 0.462 267 0.246 0.438 268 0.466 0.448 269 0.097 0.431 270 0.514 0.450 271 0.528 0.451 272 0.935 0.470 273 0.264 0.438 274 0.321 0.441 275 -0.020 0.425 276 0.296 0.440 277 0.356 0.443 278 0.343 0.442 279 0.486 0.449 280 0.641 0.456 281 0.523 0.451 282 0.373 0.444 283 0.051 0.429 284 0.956 0.471 285 0.053 0.429 286 0.280 0.439 287 0.213 0.436 288 0.593 0.454 289 0.652 0.457 290 0.706 0.459 291 0.382 0.444 292 -0.002 0.426 293 0.448 0.447 294 0.485 0.449 295 0.436 0.446 296 0.066 0.429 297 0.499 0.449 298 0.007 0.427 299 0.535 0.451 300 0.746 0.461 301 0.606 0.454 302 0.757 0.461 303 0.798 0.463 304 0.635 0.456 305 -0.014 0.426 306 0.787 0.463 307 0.191 0.435 308 0.331 0.442 309 0.443 0.447 310 0.379 0.444 311 0.864 0.466 312 0.046 0.428 313 0.429 0.446 314 0.803 0.464 315 0.165 0.434 316 0.006 0.427 317 0.485 0.449 318 0.759 0.461 319 0.760 0.462 320 0.791 0.463 321 0.899 0.468 322 0.640 0.456 323 0.529 0.451 324 0.268 0.439 325 0.896 0.468 326 0.879 0.467 327 0.279 0.439 328 0.515 0.450 329 0.482 0.449 330 0.853 0.466 331 0.293 0.440 332 0.206 0.436 333 0.335 0.442 334 0.475 0.448 335 0.885 0.467 336 0.470 0.448 337 0.014 0.427 338 0.357 0.443 339 0.617 0.455 340 0.801 0.463 341 0.728 0.460 342 0.764 0.462 343 0.202 0.436 344 0.441 0.447 345 0.415 0.445 346 0.047 0.428 347 0.598 0.454 348 0.019 0.427 349 0.184 0.435 350 0.824 0.464 351 0.168 0.434 352 0.589 0.454 353 0.846 0.465 354 0.687 0.458 355 0.219 0.436 356 0.539 0.451 357 0.294 0.440 358 0.162 0.434 359 0.185 0.435 360 0.666 0.457 361 0.238 0.437 362 -0.011 0.426 363 0.686 0.458 364 0.597 0.454 365 0.434 0.446 366 -0.024 0.425 367 0.846 0.465 368 0.117 0.432 369 0.256 0.438 370 0.824 0.464 371 -0.025 0.425 372 0.847 0.466 373 0.084 0.430 374 0.780 0.462 375 0.871 0.467 376 0.871 0.467 377 0.811 0.464 378 0.407 0.445 379 0.895 0.468 380 0.335 0.442 381 0.362 0.443 382 0.094 0.431 383 0.899 0.468 384 0.290 0.440 385 0.127 0.432 386 0.856 0.466 387 0.813 0.464 388 0.337 0.442 389 0.236 0.437 390 0.935 0.470 391 0.361 0.443 392 0.014 0.427 393 0.608 0.454 394 0.342 0.442 395 0.060 0.429 396 0.633 0.456 397 0.760 0.462 398 0.807 0.464 399 0.545 0.452 400 0.720 0.460 401 0.494 0.449 402 0.507 0.450 403 0.766 0.462 404 0.676 0.458 405 0.355 0.443 406 0.672 0.457 407 0.941 0.470 408 0.924 0.469 409 0.833 0.465 410 0.100 0.431 411 -0.020 0.425 412 0.798 0.463 413 0.414 0.445 414 0.612 0.455 415 0.229 0.437 416 0.910 0.468 417 0.570 0.453 418 0.215 0.436 419 0.294 0.440 420 0.382 0.444 421 0.828 0.465 422 0.556 0.452 423 0.494 0.449 424 0.885 0.467 425 0.907 0.468 426 0.141 0.433 427 0.554 0.452 428 0.610 0.455 429 0.624 0.455 430 0.645 0.456 431 0.598 0.454 432 0.218 0.436 433 0.804 0.464 434 0.349 0.442 435 0.619 0.455 436 0.348 0.442 437 0.370 0.443 438 0.504 0.450 439 0.649 0.456 440 0.730 0.460 441 0.305 0.440 442 0.104 0.431 443 0.940 0.470 444 0.178 0.435 445 0.199 0.435 446 0.551 0.452 447 0.413 0.445 448 0.642 0.456 449 0.000 0.426 450 0.435 0.446 451 0.254 0.438 452 0.003 0.426 453 0.541 0.451 454 0.300 0.440 455 0.117 0.432 456 0.632 0.456 457 0.169 0.434 458 0.461 0.448 459 0.507 0.450 460 0.449 0.447 461 0.542 0.451 462 0.354 0.443 463 0.755 0.461 464 0.007 0.427 465 0.316 0.441 466 0.420 0.446 467 0.572 0.453 468 0.942 0.470 469 0.253 0.438 470 0.231 0.437 471 0.188 0.435 472 0.703 0.459 473 0.943 0.470 474 0.523 0.450 475 0.233 0.437 476 0.864 0.466 477 0.250 0.438 478 0.875 0.467 479 0.871 0.467 480 0.712 0.459 481 0.336 0.442 482 0.006 0.427 483 0.400 0.445 484 0.925 0.469 485 0.236 0.437 486 0.532 0.451 487 0.408 0.445 488 0.498 0.449 489 0.408 0.445 490 0.937 0.470 491 0.300 0.440 492 0.738 0.460 493 0.037 0.428 494 0.943 0.470 495 0.844 0.465 496 0.002 0.426 497 0.088 0.430 498 0.762 0.462 499 0.016 0.427 500 0.406 0.445 501 0.100 0.431 502 0.179 0.435 503 0.143 0.433 504 0.595 0.454 505 0.915 0.469 506 0.900 0.468 507 0.537 0.451 508 0.700 0.459 509 0.154 0.433 510 0.414 0.445 511 0.878 0.467 512 0.532 0.451 513 0.479 0.448 514 0.681 0.458 515 0.389 0.444 516 -0.023 0.425 517 0.104 0.431 518 0.174 0.434 519 0.125 0.432 520 0.661 0.457 521 0.593 0.454 522 0.765 0.462 523 0.139 0.433 524 0.427 0.446 525 0.359 0.443 526 0.575 0.453 527 0.361 0.443 528 0.057 0.429 529 0.423 0.446 530 0.677 0.458 531 0.860 0.466 532 0.054 0.429 533 0.035 0.428 534 0.150 0.433 535 0.385 0.444 536 0.108 0.431 537 0.093 0.431 538 0.397 0.445 539 0.622 0.455 540 0.432 0.446 541 0.459 0.448 542 0.716 0.459 543 0.206 0.436 544 0.355 0.443 545 0.669 0.457 546 0.191 0.435 547 0.160 0.434 548 0.490 0.449 549 0.406 0.445 550 0.688 0.458 551 0.934 0.470 552 0.398 0.445 553 0.928 0.469 554 0.356 0.443 555 0.956 0.471 556 0.115 0.432 557 0.649 0.456 558 0.511 0.450 559 0.140 0.433 560 0.428 0.446 561 0.330 0.442 562 0.489 0.449 563 0.081 0.430 564 0.266 0.439 565 0.042 0.428 566 -0.020 0.425 567 0.686 0.458 568 0.446 0.447 569 0.278 0.439 570 0.037 0.428 571 0.124 0.432 572 0.058 0.429 573 0.205 0.436 574 0.847 0.466 575 0.152 0.433 576 0.742 0.461 577 0.910 0.468 578 0.044 0.428 579 0.965 0.471 580 0.094 0.431 581 0.211 0.436 582 0.232 0.437 583 0.722 0.460 584 0.215 0.436 585 0.362 0.443 586 0.003 0.426 587 0.378 0.444 588 0.300 0.440 589 0.280 0.439 590 0.716 0.459 591 0.116 0.432 592 0.512 0.450 593 0.484 0.449 594 0.336 0.442 595 0.666 0.457 596 0.341 0.442 597 0.350 0.442 598 0.629 0.455 599 0.591 0.454 600 0.674 0.458 601 0.199 0.435 602 0.384 0.444 603 0.099 0.431 604 0.607 0.454 605 0.101 0.431 606 0.354 0.443 607 0.703 0.459 608 0.774 0.462 609 0.239 0.437 610 0.488 0.449 611 0.914 0.469 612 0.088 0.430 613 0.604 0.454 614 0.953 0.470 615 0.080 0.430 616 0.571 0.453 617 0.433 0.446 618 0.166 0.434 619 0.950 0.470 620 -0.009 0.426 621 0.003 0.426 622 0.775 0.462 623 0.543 0.451 624 0.453 0.447 625 0.046 0.428 626 0.468 0.448 627 0.937 0.470 628 0.343 0.442 629 0.314 0.441 630 0.641 0.456 631 0.107 0.431 632 0.913 0.469 633 0.474 0.448 634 0.334 0.442 635 0.355 0.443 636 0.648 0.456 637 0.623 0.455 638 0.452 0.447 639 -0.019 0.425 640 0.743 0.461 641 0.064 0.429 642 0.965 0.471 643 0.015 0.427 644 0.711 0.459 645 0.626 0.455 646 0.002 0.426 647 0.648 0.456 648 0.047 0.428 649 0.049 0.429 650 0.828 0.465 651 0.468 0.448 652 0.059 0.429 653 -0.012 0.426 654 0.171 0.434 655 0.656 0.457 656 0.272 0.439 657 0.816 0.464 658 0.058 0.429 659 0.310 0.441 660 0.353 0.443 661 0.298 0.440 662 0.062 0.429 663 0.665 0.457 664 0.679 0.458 665 0.561 0.452 666 0.850 0.466 667 0.889 0.468 668 0.463 0.448 669 0.811 0.464 670 0.040 0.428 671 0.954 0.471 672 0.386 0.444 673 0.073 0.430 674 0.039 0.428 675 0.646 0.456 676 0.553 0.452 677 0.670 0.457 678 0.287 0.440 679 0.353 0.443 680 0.634 0.456 681 -0.015 0.426 682 0.965 0.471 683 0.276 0.439 684 0.121 0.432 685 0.300 0.440 686 0.044 0.428 687 0.911 0.469 688 0.112 0.431 689 0.461 0.448 690 0.268 0.439 691 0.275 0.439 692 0.412 0.445 693 0.275 0.439 694 0.094 0.431 695 0.416 0.446 696 0.926 0.469 697 0.225 0.437 698 0.685 0.458 699 0.685 0.458 700 0.299 0.440 701 0.725 0.460 702 0.858 0.466 703 0.393 0.444 704 0.621 0.455 705 0.635 0.456 706 0.230 0.437 707 0.681 0.458 708 0.238 0.437 709 0.170 0.434 710 0.905 0.468 711 0.622 0.455 712 0.166 0.434 713 0.739 0.461 714 0.527 0.451 715 0.638 0.456 716 0.079 0.430 717 0.646 0.456 718 0.015 0.427 719 0.297 0.440 720 0.180 0.435 721 0.328 0.441 722 0.421 0.446 723 0.318 0.441 724 0.683 0.458 725 0.480 0.449 726 0.148 0.433 727 0.320 0.441 728 0.245 0.438 729 0.655 0.457 730 -0.015 0.426 731 0.745 0.461 732 -0.017 0.425 733 0.538 0.451 734 0.639 0.456 735 0.928 0.469 736 0.209 0.436 737 0.071 0.430 738 0.310 0.441 739 0.880 0.467 740 -0.017 0.425 741 0.850 0.466 742 0.939 0.470 743 0.076 0.430 744 0.526 0.451 745 0.032 0.428 746 0.580 0.453 747 0.012 0.427 748 0.616 0.455 749 0.817 0.464 750 0.335 0.442 751 0.537 0.451 752 0.074 0.430 753 0.023 0.427 754 0.020 0.427 755 0.373 0.444 756 0.067 0.429 757 0.278 0.439 758 0.562 0.452 759 0.459 0.448 760 0.723 0.460 761 0.373 0.444 762 0.670 0.457 763 0.321 0.441 764 0.327 0.441 765 0.945 0.470 766 0.251 0.438 767 0.772 0.462 768 0.158 0.434 769 0.913 0.469 770 0.357 0.443 771 0.319 0.441 772 0.123 0.432 773 -0.021 0.425 774 0.556 0.452 775 0.692 0.458 776 0.964 0.471 777 0.201 0.436 778 0.404 0.445 779 0.923 0.469 780 0.690 0.458 781 -0.026 0.425 782 0.156 0.433 783 0.642 0.456 784 0.092 0.431 785 0.878 0.467 786 0.326 0.441 787 0.668 0.457 788 0.964 0.471 789 0.063 0.429 790 0.676 0.458 791 0.428 0.446 792 0.873 0.467 793 0.548 0.452 794 0.657 0.457 795 0.945 0.470 796 0.494 0.449 797 0.510 0.450 798 0.431 0.446 799 0.405 0.445 800 0.143 0.433 801 0.298 0.440 802 0.574 0.453 803 0.513 0.450 804 0.882 0.467 805 0.501 0.450 806 0.496 0.449 807 0.905 0.468 808 0.574 0.453 809 0.642 0.456 810 0.372 0.444 811 0.251 0.438 812 0.461 0.448 813 0.254 0.438 814 0.769 0.462 815 0.869 0.467 816 0.692 0.458 817 0.072 0.430 818 0.850 0.466 819 0.375 0.444 820 0.818 0.464 821 0.682 0.458 822 0.778 0.462 823 0.571 0.453 824 0.724 0.460 825 -0.015 0.426 826 0.656 0.457 827 0.681 0.458 828 0.837 0.465 829 0.340 0.442 830 0.063 0.429 831 0.918 0.469 832 0.301 0.440 833 0.910 0.468 834 0.460 0.448 835 0.949 0.470 836 NA NA 837 0.235 0.437 838 0.232 0.437 839 0.424 0.446 840 0.649 0.456 841 0.025 0.427 842 0.476 0.448 843 0.401 0.445 844 NA NA 845 0.195 0.435 846 0.874 0.467 847 -0.004 0.426 848 0.439 0.447 849 0.234 0.437 850 0.033 0.428 851 0.237 0.437 852 0.307 0.440 853 0.307 0.440 854 0.022 0.427 855 0.747 0.461 856 0.506 0.450 857 0.560 0.452 858 0.195 0.435 859 0.573 0.453 860 0.340 0.442 861 0.455 0.447 862 0.941 0.470 863 0.622 0.455 864 0.451 0.447 865 0.730 0.460 866 0.950 0.470 867 0.945 0.470 868 0.485 0.449 869 0.594 0.454 870 0.683 0.458 871 0.571 0.453 872 0.243 0.438 873 0.441 0.447 874 0.224 0.437 875 0.053 0.429 876 0.908 0.468 877 0.562 0.452 878 0.869 0.467 879 0.139 0.433 880 0.063 0.429 881 0.823 0.464 882 0.084 0.430 883 0.107 0.431 884 0.729 0.460 885 0.137 0.433 886 0.118 0.432 887 0.774 0.462 888 0.880 0.467 889 0.785 0.463 890 0.633 0.456 891 0.902 0.468 892 0.897 0.468 893 0.931 0.469 894 0.514 0.450 895 0.566 0.452 896 0.846 0.465 897 0.636 0.456 898 0.277 0.439 899 0.692 0.458 900 0.247 0.438 901 0.341 0.442 902 0.214 0.436 903 0.197 0.435 904 0.876 0.467 905 0.481 0.449 906 0.347 0.442 907 0.387 0.444 908 0.842 0.465 909 0.182 0.435 910 0.758 0.461 911 0.876 0.467 912 0.831 0.465 913 -0.002 0.426 914 0.077 0.430 915 0.417 0.446 916 0.916 0.469 917 0.249 0.438 918 0.401 0.445 919 0.238 0.437 920 0.212 0.436 921 0.544 0.451 922 0.238 0.437 923 0.152 0.433 924 0.874 0.467 925 0.895 0.468 926 0.182 0.435 927 0.066 0.429 928 0.295 0.440 929 0.866 0.466 930 0.622 0.455 931 0.747 0.461 932 0.777 0.462 933 0.940 0.470 934 0.415 0.445 935 0.829 0.465 936 0.001 0.426 937 0.851 0.466 938 0.899 0.468 939 0.940 0.470 940 0.338 0.442 941 0.266 0.439 942 0.255 0.438 943 0.386 0.444 944 0.190 0.435 945 0.684 0.458 946 0.169 0.434 947 0.642 0.456 948 0.055 0.429 949 0.912 0.469 950 0.079 0.430 951 0.220 0.436 952 0.005 0.426 953 0.113 0.431 954 0.400 0.445 955 0.890 0.468 956 0.378 0.444 957 0.515 0.450 958 0.482 0.449 959 0.644 0.456 960 0.550 0.452 961 0.780 0.462 962 0.705 0.459 963 0.264 0.438 964 0.403 0.445 965 0.638 0.456 966 0.454 0.447 967 0.153 0.433 968 0.837 0.465 969 0.478 0.448 970 0.239 0.437 971 0.705 0.459 972 0.902 0.468 973 0.273 0.439 974 0.451 0.447 975 0.400 0.445 976 0.426 0.446 977 0.900 0.468 978 0.684 0.458 979 0.296 0.440 980 0.809 0.464 981 0.547 0.452 982 0.875 0.467 983 0.343 0.442 984 0.875 0.467 985 0.066 0.429 986 0.147 0.433 987 0.613 0.455 988 0.762 0.462 989 0.023 0.427 990 0.939 0.470 991 0.517 0.450 992 0.176 0.434 993 0.601 0.454 994 0.509 0.450 995 0.102 0.431 996 0.567 0.453 997 0.595 0.454 998 0.714 0.459 999 0.210 0.436 1000 0.582 0.453 1001 0.776 0.462 1002 0.634 0.456 1003 0.609 0.455 1004 0.050 0.429 1005 0.818 0.464 1006 0.612 0.455 1007 0.306 0.440 1008 0.095 0.431 1009 0.781 0.462 1010 0.325 0.441 1011 0.455 0.447 1012 0.217 0.436 1013 0.954 0.471 1014 0.212 0.436 1015 0.379 0.444 1016 0.251 0.438 1017 0.135 0.432 1018 0.881 0.467 1019 0.891 0.468 1020 0.328 0.441 1021 0.369 0.443 1022 0.316 0.441 1023 0.640 0.456 1024 0.797 0.463 1025 0.570 0.453 1026 0.264 0.438 1027 0.460 0.448 1028 0.247 0.438 1029 0.304 0.440 1030 0.116 0.432 1031 0.670 0.457 1032 0.620 0.455 1033 0.695 0.458 1034 0.572 0.453 1035 0.432 0.446 1036 0.397 0.445 1037 0.935 0.470 1038 0.480 0.449 1039 0.461 0.448 1040 0.079 0.430 1041 0.701 0.459 1042 0.834 0.465 1043 0.375 0.444 1044 0.067 0.429 1045 0.259 0.438 1046 0.879 0.467 1047 0.543 0.451 1048 0.310 0.441 1049 0.305 0.440 1050 0.392 0.444 1051 0.898 0.468 1052 0.959 0.471 1053 0.936 0.470 1054 0.485 0.449 1055 0.004 0.426 1056 0.195 0.435 1057 0.102 0.431 1058 0.342 0.442 1059 0.808 0.464 1060 0.841 0.465 1061 0.289 0.440 1062 -0.012 0.426 1063 0.883 0.467 1064 0.035 0.428 1065 0.819 0.464 1066 0.148 0.433 1067 0.394 0.445 1068 0.518 0.450 1069 -0.001 0.426 1070 0.794 0.463 1071 0.747 0.461 1072 0.896 0.468 1073 0.375 0.444 1074 0.848 0.466 1075 0.219 0.436 1076 0.683 0.458 1077 0.612 0.455 1078 0.779 0.462 1079 0.720 0.460 1080 0.288 0.440 1081 0.173 0.434 1082 0.433 0.446 1083 0.130 0.432 1084 0.653 0.457 1085 0.019 0.427 1086 0.442 0.447 1087 0.207 0.436 1088 0.652 0.456 1089 0.251 0.438 1090 0.253 0.438 1091 0.459 0.448 1092 0.598 0.454 1093 0.068 0.429 1094 0.203 0.436 1095 0.473 0.448 1096 0.682 0.458 1097 0.836 0.465 1098 0.763 0.462 1099 0.877 0.467 1100 0.476 0.448 1101 0.418 0.446 1102 0.232 0.437 1103 0.351 0.443 1104 0.004 0.426 1105 0.653 0.457 1106 0.173 0.434 1107 0.584 0.453 1108 0.593 0.454 1109 0.302 0.440 1110 0.126 0.432 1111 0.205 0.436 1112 0.426 0.446 1113 0.846 0.465 1114 0.022 0.427 1115 0.628 0.455 1116 0.567 0.453 1117 0.382 0.444 1118 0.632 0.456 1119 0.495 0.449 1120 0.752 0.461 1121 -0.025 0.425 1122 0.623 0.455 1123 0.160 0.434 1124 0.684 0.458 1125 0.197 0.435 1126 0.834 0.465 1127 0.917 0.469 1128 0.756 0.461 1129 0.368 0.443 1130 0.335 0.442 1131 0.269 0.439 1132 0.693 0.458 1133 0.788 0.463 1134 0.487 0.449 1135 0.632 0.456 1136 0.898 0.468 1137 0.486 0.449 1138 0.822 0.464 1139 0.961 0.471 1140 0.183 0.435 1141 0.949 0.470 1142 0.155 0.433 1143 0.739 0.461 1144 0.719 0.460 1145 0.305 0.440 1146 0.426 0.446 1147 0.545 0.452 1148 0.001 0.426 1149 0.266 0.439 1150 0.126 0.432 1151 -0.010 0.426 1152 0.018 0.427 1153 0.406 0.445 1154 0.691 0.458 1155 0.335 0.442 1156 0.131 0.432 1157 0.565 0.452 1158 0.831 0.465 1159 0.667 0.457 1160 0.057 0.429 1161 0.834 0.465 1162 0.160 0.434 1163 0.165 0.434 1164 0.082 0.430 1165 0.471 0.448 1166 0.861 0.466 1167 0.627 0.455 1168 0.434 0.446 1169 0.318 0.441 1170 0.548 0.452 1171 0.103 0.431 1172 0.228 0.437 1173 0.286 0.439 1174 0.141 0.433 1175 0.301 0.440 1176 0.212 0.436 1177 0.398 0.445 1178 0.636 0.456 1179 0.220 0.436 1180 0.309 0.441 1181 0.225 0.437 1182 0.666 0.457 1183 0.517 0.450 1184 -0.016 0.425 1185 0.401 0.445 1186 0.774 0.462 1187 0.013 0.427 1188 0.235 0.437 1189 0.891 0.468 1190 0.310 0.441 1191 0.447 0.447 1192 0.108 0.431 1193 0.683 0.458 1194 0.643 0.456 1195 0.256 0.438 1196 0.752 0.461 1197 0.225 0.437 1198 0.438 0.447 1199 0.495 0.449 1200 0.099 0.431 1201 0.935 0.470 1202 0.603 0.454 1203 0.597 0.454 1204 0.201 0.436 1205 0.868 0.467 1206 0.004 0.426 1207 0.141 0.433 1208 0.537 0.451 1209 0.196 0.435 1210 0.488 0.449 1211 0.209 0.436 1212 0.568 0.453 1213 0.934 0.470 1214 0.502 0.450 1215 0.281 0.439 1216 0.464 0.448 1217 0.192 0.435 1218 0.148 0.433 1219 0.384 0.444 1220 0.156 0.433 1221 0.464 0.448 1222 0.843 0.465 1223 0.702 0.459 1224 0.769 0.462 1225 0.868 0.467 1226 0.490 0.449 1227 0.200 0.435 1228 0.961 0.471 1229 0.251 0.438 1230 0.690 0.458 1231 0.819 0.464 1232 0.870 0.467 1233 0.651 0.456 1234 0.964 0.471 1235 -0.001 0.426 1236 0.438 0.447 1237 0.533 0.451 1238 0.417 0.446 1239 0.202 0.436 1240 0.142 0.433 1241 0.757 0.461 1242 0.268 0.439 1243 0.131 0.432 1244 0.853 0.466 1245 0.348 0.442 1246 0.086 0.430 1247 0.363 0.443 1248 0.111 0.431 1249 0.578 0.453 1250 0.721 0.460 1251 0.850 0.466 1252 0.825 0.465 1253 0.453 0.447 1254 0.352 0.443 1255 0.083 0.430 1256 0.853 0.466 1257 NA NA 1258 0.810 0.464 1259 0.233 0.437 1260 0.705 0.459 1261 0.937 0.470 1262 0.761 0.462 1263 0.092 0.430 1264 0.131 0.432 1265 0.132 0.432 1266 0.771 0.462 1267 0.329 0.442 1268 0.011 0.427 1269 0.294 0.440 1270 0.438 0.447 1271 0.066 0.429 1272 0.584 0.453 1273 0.331 0.442 1274 0.062 0.429 1275 0.182 0.435 1276 0.443 0.447 1277 0.148 0.433 1278 0.180 0.435 1279 0.038 0.428 1280 0.396 0.445 1281 0.183 0.435 1282 0.750 0.461 1283 0.241 0.437 1284 0.701 0.459 1285 0.388 0.444 1286 0.650 0.456 1287 0.219 0.436 1288 0.280 0.439 1289 0.939 0.470 1290 0.628 0.455 1291 0.211 0.436 1292 0.573 0.453 1293 0.654 0.457 1294 0.624 0.455 1295 0.315 0.441 1296 0.678 0.458 1297 0.457 0.447 1298 0.904 0.468 1299 -0.022 0.425 1300 0.556 0.452 1301 0.465 0.448 1302 0.904 0.468 1303 0.784 0.463 1304 0.858 0.466 1305 0.168 0.434 1306 0.487 0.449 1307 -0.026 0.425 1308 0.867 0.466 1309 0.411 0.445 1310 0.232 0.437 1311 0.330 0.442 1312 0.472 0.448 1313 0.526 0.451 1314 0.536 0.451 1315 0.594 0.454 1316 0.913 0.469 1317 0.551 0.452 1318 0.050 0.429 1319 -0.012 0.426 1320 0.594 0.454 1321 0.057 0.429 1322 0.052 0.429 1323 0.212 0.436 1324 0.304 0.440 1325 0.927 0.469 1326 0.264 0.438 1327 0.746 0.461 1328 0.714 0.459 1329 0.468 0.448 1330 0.965 0.471 1331 0.864 0.466 1332 0.657 0.457 1333 0.576 0.453 1334 0.757 0.461 1335 0.894 0.468 1336 0.642 0.456 1337 0.399 0.445 1338 0.027 0.427 1339 0.689 0.458 1340 0.909 0.468 1341 0.855 0.466 1342 0.543 0.451 1343 0.803 0.463 1344 0.433 0.446 1345 0.535 0.451 1346 0.314 0.441 1347 0.344 0.442 1348 0.344 0.442 1349 0.402 0.445 1350 0.101 0.431 1351 0.246 0.438 1352 0.557 0.452 1353 0.081 0.430 1354 0.210 0.436 1355 0.125 0.432 1356 0.791 0.463 1357 0.389 0.444 1358 0.747 0.461 1359 0.036 0.428 1360 0.121 0.432 1361 0.703 0.459 1362 0.113 0.431 1363 0.906 0.468 1364 0.171 0.434 1365 0.130 0.432 1366 0.661 0.457 1367 0.731 0.460 1368 0.098 0.431 1369 0.723 0.460 1370 0.801 0.463 1371 0.332 0.442 1372 0.473 0.448 1373 0.575 0.453 1374 0.703 0.459 1375 0.775 0.462 1376 0.890 0.468 1377 0.797 0.463 1378 0.936 0.470 1379 0.686 0.458 1380 0.772 0.462 1381 0.792 0.463 1382 0.714 0.459 1383 0.483 0.449 1384 0.363 0.443 1385 0.322 0.441 1386 0.692 0.458 1387 0.636 0.456 1388 0.929 0.469 1389 0.747 0.461 1390 0.558 0.452 1391 0.510 0.450 1392 0.642 0.456 1393 0.119 0.432 1394 0.645 0.456 1395 0.325 0.441 1396 0.591 0.454 1397 0.774 0.462 1398 0.687 0.458 1399 0.826 0.465 1400 0.782 0.463 1401 0.035 0.428 1402 0.606 0.454 1403 0.290 0.440 1404 0.442 0.447 1405 0.454 0.447 1406 -0.016 0.425 1407 0.675 0.458 1408 0.629 0.455 1409 0.095 0.431 1410 0.476 0.448 1411 0.946 0.470 1412 0.154 0.433 1413 0.653 0.457 1414 0.656 0.457 1415 0.859 0.466 1416 0.097 0.431 1417 0.335 0.442 1418 0.430 0.446 1419 0.345 0.442 1420 0.247 0.438 1421 0.682 0.458 1422 0.830 0.465 1423 0.883 0.467 1424 0.777 0.462 1425 0.754 0.461 1426 0.958 0.471 1427 0.287 0.440 1428 0.951 0.470 1429 0.565 0.452 1430 0.874 0.467 1431 0.670 0.457 1432 0.952 0.470 1433 0.426 0.446 1434 0.901 0.468 1435 0.840 0.465 1436 0.110 0.431 1437 0.891 0.468 1438 0.881 0.467 1439 0.386 0.444 1440 0.324 0.441 1441 0.881 0.467 1442 0.599 0.454 1443 0.143 0.433 1444 0.224 0.437 1445 0.215 0.436 1446 0.187 0.435 1447 0.923 0.469 1448 0.343 0.442 1449 0.295 0.440 1450 0.809 0.464 1451 0.256 0.438 1452 0.235 0.437 1453 0.824 0.464 1454 0.024 0.427 1455 0.925 0.469 1456 0.876 0.467 1457 0.798 0.463 1458 0.334 0.442 1459 -0.019 0.425 1460 0.362 0.443 1461 0.800 0.463 1462 0.062 0.429 1463 0.658 0.457 1464 0.565 0.452 1465 0.668 0.457 1466 -0.023 0.425 1467 0.676 0.458 1468 0.530 0.451 1469 0.029 0.428 1470 0.785 0.463 1471 0.457 0.447 1472 0.545 0.452 1473 0.783 0.463 1474 0.455 0.447 1475 0.091 0.430 1476 0.808 0.464 1477 0.017 0.427 1478 0.829 0.465 1479 0.374 0.444 1480 0.717 0.460 1481 0.433 0.446 1482 0.367 0.443 1483 0.283 0.439 1484 0.098 0.431 1485 0.298 0.440 1486 0.765 0.462 1487 0.380 0.444 1488 0.243 0.438 1489 0.605 0.454 1490 0.927 0.469 1491 0.089 0.430 1492 -0.010 0.426 1493 0.341 0.442 1494 0.832 0.465 1495 0.661 0.457 1496 0.113 0.431 1497 0.402 0.445 1498 0.489 0.449 1499 0.571 0.453 1500 0.308 0.441 > all( is.na( predict( testTobit5SMl, type = "unconditional" )[ + cbind( t5Dat$ys, !t5Dat$ys )[ t5SSamp, ] ] ) ) [1] TRUE > all.equal( predict( testTobit5SMl, type = "unconditional" )[ + !t5Dat$ys[ t5SSamp ], 1 ], + predict( testTobit5SMl, newdata = t5Dat[ t5SSamp & !t5Dat$ys, ], + type = "unconditional" )[ , 1 ] ) [1] TRUE > all.equal( predict( testTobit5SMl, type = "unconditional" )[ + t5Dat$ys[ t5SSamp ], 2 ], + predict( testTobit5SMl, newdata = t5Dat[ t5SSamp & t5Dat$ys, ], + type = "unconditional" )[ , 2 ] ) [1] TRUE > all.equal( + rowSums( predict( testTobit5SMl, type = "unconditional" ), na.rm = TRUE ), + fitted( testTobit5SMl ), check.attributes = FALSE ) [1] TRUE > all.equal( + predict( testTobit5SMl, newdata = t5Dat[ , c( "xo1", "xo2" ) ], + type = "unconditional" ), + predict( testTobit5SMl, newdata = t5Dat, type = "unconditional" ) ) [1] TRUE > round( predict( testTobit5SMl, newdata = t5Dat, type = "conditional" ), 3 ) E[yo1|ys=0] E[yo1|ys=1] E[yo2|ys=0] E[yo2|ys=1] 1 -1.253 0.326 -0.442 0.611 2 -0.704 0.897 -0.442 0.625 3 -0.202 1.217 -0.102 0.844 4 0.105 1.518 -0.053 0.888 5 -0.178 1.232 -0.039 0.901 6 -0.489 1.023 -0.317 0.691 7 -0.647 0.777 -0.142 0.807 8 -1.098 0.411 -0.339 0.666 9 0.165 1.574 -0.006 0.933 10 -0.044 1.370 -0.072 0.871 11 -0.799 0.705 -0.318 0.684 12 -0.227 1.288 -0.308 0.702 13 -1.179 0.403 -0.442 0.613 14 -0.543 0.966 -0.315 0.691 15 NA NA NA NA 16 0.037 1.462 -0.113 0.837 17 -1.224 0.367 -0.454 0.606 18 -0.555 0.855 -0.068 0.872 19 -0.302 1.127 -0.141 0.811 20 -0.442 0.970 -0.078 0.863 21 -1.084 0.433 -0.351 0.660 22 -0.456 0.995 -0.206 0.761 23 0.138 1.549 -0.036 0.904 24 -0.414 1.131 -0.359 0.671 25 -0.286 1.145 -0.149 0.805 26 -0.269 1.145 -0.084 0.859 27 -0.161 1.287 -0.186 0.779 28 -0.814 0.632 -0.211 0.753 29 0.052 1.466 -0.066 0.876 30 -1.173 0.354 -0.371 0.647 31 -1.020 0.474 -0.312 0.684 32 -0.731 0.803 -0.359 0.663 33 -0.697 0.752 -0.212 0.753 34 -0.201 1.282 -0.256 0.732 35 -0.602 0.835 -0.178 0.779 36 -0.396 1.164 -0.379 0.661 37 -0.713 0.770 -0.280 0.708 38 -0.501 1.085 -0.414 0.642 39 -0.365 1.113 -0.255 0.730 40 -0.225 1.239 -0.223 0.753 41 -0.243 1.228 -0.237 0.743 42 -0.638 0.938 -0.409 0.641 43 -0.101 1.311 -0.063 0.879 44 -0.666 0.780 -0.204 0.760 45 -0.512 0.953 -0.238 0.738 46 -0.525 0.939 -0.237 0.739 47 -0.311 1.101 -0.062 0.878 48 -0.695 0.761 -0.230 0.741 49 -1.028 0.467 -0.314 0.682 50 -0.150 1.293 -0.176 0.787 51 -0.275 1.134 -0.025 0.914 52 -0.606 0.861 -0.246 0.732 53 -0.385 1.216 -0.427 0.640 54 -0.218 1.191 -0.027 0.912 55 -0.115 1.364 -0.245 0.740 56 -0.250 1.164 -0.079 0.864 57 -0.079 1.331 -0.034 0.906 58 -0.207 1.227 -0.154 0.802 59 -0.072 1.385 -0.200 0.771 60 -0.284 1.125 -0.023 0.916 61 -0.066 1.343 -0.013 0.926 62 -0.976 0.470 -0.220 0.744 63 -0.430 1.052 -0.265 0.722 64 -0.886 0.705 -0.439 0.621 65 -0.619 0.790 -0.040 0.899 66 -0.495 0.995 -0.282 0.711 67 -0.232 1.198 -0.143 0.810 68 -0.225 1.215 -0.170 0.790 69 -0.359 1.089 -0.194 0.770 70 -1.223 0.312 -0.383 0.640 71 -0.347 1.085 -0.154 0.800 72 -0.516 1.033 -0.369 0.663 73 -0.777 0.640 -0.116 0.828 74 -0.295 1.231 -0.327 0.690 75 -0.571 0.947 -0.329 0.683 76 -0.112 1.297 -0.024 0.916 77 -1.102 0.428 -0.372 0.648 78 0.028 1.440 -0.050 0.891 79 -0.458 0.951 -0.047 0.892 80 -0.454 1.003 -0.218 0.752 81 -0.709 0.741 -0.216 0.751 82 -0.603 0.890 -0.292 0.703 83 0.020 1.432 -0.051 0.890 84 -0.589 0.824 -0.092 0.850 85 0.090 1.509 -0.088 0.858 86 -1.095 0.473 -0.420 0.625 87 -0.471 1.063 -0.348 0.675 88 -0.939 0.516 -0.236 0.733 89 -0.401 1.009 -0.044 0.895 90 -0.163 1.286 -0.190 0.776 91 -0.785 0.728 -0.331 0.677 92 -1.105 0.419 -0.362 0.653 93 -0.069 1.352 -0.107 0.841 94 -0.815 0.710 -0.351 0.666 95 -0.644 0.819 -0.240 0.735 96 -0.565 0.971 -0.354 0.670 97 -0.971 0.601 -0.419 0.628 98 -0.017 1.393 -0.042 0.898 99 -0.937 0.529 -0.261 0.716 100 -0.625 0.784 -0.046 0.893 101 -0.780 0.638 -0.123 0.822 102 -0.047 1.387 -0.147 0.809 103 -0.499 1.039 -0.353 0.671 104 NA NA NA NA 105 -0.362 1.060 -0.119 0.829 106 -1.023 0.490 -0.343 0.666 107 -0.789 0.782 -0.411 0.636 108 -1.163 0.341 -0.335 0.667 109 -0.839 0.719 -0.395 0.643 110 -0.432 1.063 -0.288 0.708 111 -0.380 1.115 -0.284 0.712 112 -0.865 0.611 -0.275 0.709 113 -0.311 1.170 -0.259 0.728 114 -0.857 0.688 -0.379 0.650 115 -0.850 0.587 -0.193 0.765 116 -1.014 0.516 -0.367 0.653 117 -0.291 1.118 -0.033 0.906 118 -0.516 0.969 -0.275 0.715 119 -1.060 0.506 -0.416 0.627 120 -0.002 1.423 -0.117 0.833 121 -0.367 1.095 -0.227 0.748 122 -0.841 0.668 -0.329 0.677 123 0.033 1.451 -0.086 0.859 124 -0.271 1.154 -0.128 0.822 125 -0.017 1.410 -0.123 0.828 126 -0.772 0.676 -0.216 0.750 127 -0.734 0.679 -0.100 0.842 128 -1.135 0.454 -0.448 0.611 129 -0.556 0.903 -0.228 0.745 130 -0.392 1.118 -0.309 0.698 131 -0.717 0.700 -0.117 0.827 132 -0.348 1.210 -0.374 0.665 133 0.114 1.523 -0.003 0.936 134 -0.602 0.865 -0.246 0.731 135 -0.335 1.109 -0.186 0.777 136 -0.264 1.159 -0.123 0.825 137 -0.453 0.956 -0.041 0.899 138 -0.746 0.801 -0.377 0.654 139 -0.062 1.379 -0.164 0.796 140 NA NA NA NA 141 -0.731 0.684 -0.108 0.835 142 -0.493 0.929 -0.125 0.822 143 -0.370 1.141 -0.310 0.698 144 -0.399 1.077 -0.253 0.730 145 -0.791 0.666 -0.235 0.736 146 -0.420 1.131 -0.367 0.666 147 -0.369 1.205 -0.394 0.655 148 -0.761 0.731 -0.298 0.697 149 -0.186 1.262 -0.187 0.778 150 -1.098 0.408 -0.335 0.669 151 -0.603 0.806 -0.049 0.890 152 -0.698 0.853 -0.381 0.653 153 -0.539 0.917 -0.222 0.749 154 -0.123 1.287 -0.045 0.895 155 -0.520 1.029 -0.369 0.663 156 -0.617 0.883 -0.304 0.696 157 -0.361 1.084 -0.189 0.774 158 -0.822 0.654 -0.273 0.711 159 -0.350 1.155 -0.298 0.704 160 -0.079 1.330 -0.014 0.925 161 -0.818 0.635 -0.227 0.741 162 -0.214 1.234 -0.189 0.776 163 -0.484 1.000 -0.271 0.718 164 -0.313 1.112 -0.133 0.817 165 -0.651 0.848 -0.303 0.696 166 -0.580 0.995 -0.406 0.644 167 -0.634 0.803 -0.179 0.778 168 -0.525 0.927 -0.212 0.756 169 0.140 1.556 -0.071 0.872 170 -1.004 0.471 -0.279 0.704 171 -0.556 0.854 -0.053 0.886 172 -0.426 1.133 -0.378 0.661 173 -0.343 1.078 -0.116 0.831 174 -0.436 1.002 -0.173 0.785 175 -0.740 0.767 -0.320 0.684 176 -0.789 0.775 -0.400 0.641 177 -0.672 0.918 -0.428 0.632 178 -0.876 0.547 -0.148 0.800 179 -1.029 0.438 -0.267 0.711 180 -0.599 0.811 -0.055 0.884 181 0.004 1.414 -0.030 0.910 182 -0.605 0.912 -0.329 0.682 183 -0.861 0.651 -0.334 0.674 184 -0.615 0.795 -0.055 0.884 185 -0.255 1.157 -0.063 0.877 186 -0.609 0.807 -0.109 0.835 187 -0.201 1.244 -0.182 0.781 188 -1.140 0.461 -0.462 0.605 189 -0.741 0.750 -0.296 0.698 190 -0.822 0.601 -0.150 0.799 191 -0.939 0.564 -0.323 0.678 192 -0.668 0.897 -0.397 0.646 193 -0.193 1.280 -0.239 0.743 194 -0.426 1.100 -0.334 0.683 195 -0.760 0.675 -0.182 0.775 196 -0.413 1.073 -0.271 0.719 197 -0.072 1.345 -0.090 0.855 198 -0.785 0.758 -0.374 0.655 199 -0.917 0.627 -0.381 0.648 200 -0.780 0.650 -0.165 0.787 201 0.006 1.428 -0.105 0.843 202 -0.718 0.748 -0.250 0.727 203 -0.469 0.941 -0.056 0.883 204 -0.696 0.717 -0.087 0.854 205 -0.494 0.973 -0.240 0.737 206 -0.779 0.811 -0.432 0.627 207 -0.689 0.735 -0.143 0.806 208 -0.471 0.959 -0.153 0.800 209 -0.991 0.474 -0.259 0.717 210 -0.361 1.085 -0.191 0.773 211 -0.483 1.072 -0.376 0.661 212 -0.625 0.842 -0.248 0.730 213 -0.221 1.242 -0.221 0.754 214 -0.737 0.823 -0.393 0.646 215 -0.380 1.089 -0.238 0.740 216 -0.492 0.918 -0.054 0.886 217 0.062 1.483 -0.099 0.848 218 -1.061 0.406 -0.267 0.710 219 -0.932 0.599 -0.365 0.656 220 -0.420 0.992 -0.079 0.863 221 -0.483 0.971 -0.214 0.755 222 -0.500 1.005 -0.306 0.697 223 -1.311 0.270 -0.446 0.607 224 -0.898 0.643 -0.376 0.651 225 -0.813 0.624 -0.188 0.769 226 -0.344 1.084 -0.143 0.809 227 -1.285 0.283 -0.429 0.616 228 -0.009 1.400 -0.028 0.912 229 NA NA NA NA 230 -0.524 1.043 -0.393 0.652 231 0.093 1.510 -0.075 0.869 232 -1.214 0.329 -0.395 0.634 233 -0.704 0.780 -0.283 0.707 234 -0.403 1.070 -0.248 0.734 235 -0.284 1.126 -0.046 0.894 236 -0.255 1.169 -0.123 0.826 237 -0.818 0.743 -0.400 0.641 238 -0.599 0.815 -0.094 0.849 239 -0.759 0.686 -0.205 0.757 240 -0.973 0.546 -0.349 0.663 241 -0.340 1.095 -0.162 0.795 242 -0.490 0.925 -0.095 0.848 243 -0.234 1.263 -0.281 0.716 244 -0.134 1.297 -0.141 0.813 245 -0.263 1.167 -0.144 0.809 246 -1.259 0.322 -0.445 0.609 247 -0.242 1.265 -0.297 0.707 248 -0.682 0.777 -0.234 0.738 249 -1.102 0.393 -0.319 0.678 250 -0.190 1.243 -0.150 0.805 251 -0.609 0.901 -0.319 0.688 252 -0.110 1.303 -0.068 0.874 253 -0.680 0.838 -0.334 0.678 254 -0.408 1.002 -0.056 0.884 255 0.126 1.539 -0.061 0.881 256 -0.723 0.871 -0.435 0.627 257 -0.522 1.056 -0.406 0.646 258 -0.149 1.261 -0.037 0.902 259 -0.440 1.023 -0.231 0.744 260 0.225 1.635 -0.016 0.923 261 -0.725 0.710 -0.182 0.775 262 -0.459 0.955 -0.089 0.853 263 -0.223 1.245 -0.232 0.747 264 -0.402 1.113 -0.317 0.693 265 -0.175 1.235 -0.036 0.903 266 -0.199 1.245 -0.180 0.783 267 -0.696 0.743 -0.191 0.769 268 -0.778 0.771 -0.381 0.651 269 -0.781 0.645 -0.154 0.796 270 -0.783 0.792 -0.414 0.635 271 -0.817 0.782 -0.445 0.621 272 -0.138 1.340 -0.246 0.740 273 -1.055 0.531 -0.441 0.616 274 -0.774 0.712 -0.289 0.702 275 -1.128 0.363 -0.313 0.681 276 -1.034 0.557 -0.446 0.614 277 -0.551 0.881 -0.161 0.793 278 -0.834 0.685 -0.342 0.670 279 -0.705 0.820 -0.345 0.671 280 -0.229 1.195 -0.123 0.826 281 -0.448 0.999 -0.197 0.768 282 -0.672 0.797 -0.253 0.726 283 -1.045 0.442 -0.301 0.689 284 -0.191 1.315 -0.294 0.710 285 -0.708 0.703 -0.078 0.862 286 -0.641 0.794 -0.174 0.782 287 -1.131 0.468 -0.460 0.606 288 -0.369 1.075 -0.187 0.776 289 -0.646 0.929 -0.409 0.641 290 -0.035 1.375 -0.035 0.905 291 -0.675 0.798 -0.260 0.721 292 -1.145 0.360 -0.336 0.667 293 -0.547 0.906 -0.216 0.753 294 -0.284 1.128 -0.063 0.877 295 -0.375 1.040 -0.094 0.849 296 -0.655 0.754 -0.052 0.888 297 -0.501 0.954 -0.217 0.752 298 -0.895 0.535 -0.175 0.779 299 -0.433 1.013 -0.194 0.769 300 -0.417 1.096 -0.315 0.694 301 -0.411 1.049 -0.224 0.749 302 -0.171 1.265 -0.157 0.800 303 -0.330 1.169 -0.289 0.710 304 -0.422 1.051 -0.249 0.732 305 -1.153 0.350 -0.334 0.668 306 0.002 1.415 -0.060 0.881 307 -1.142 0.452 -0.453 0.609 308 -0.572 0.859 -0.160 0.793 309 -0.658 0.831 -0.286 0.705 310 -0.382 1.029 -0.063 0.877 311 -0.214 1.267 -0.252 0.734 312 -0.757 0.658 -0.107 0.836 313 -0.473 0.958 -0.155 0.798 314 -0.205 1.253 -0.208 0.763 315 -0.890 0.582 -0.269 0.712 316 -1.299 0.280 -0.444 0.609 317 -0.310 1.104 -0.081 0.861 318 -0.292 1.179 -0.239 0.741 319 -0.104 1.320 -0.114 0.834 320 -0.273 1.202 -0.246 0.737 321 -0.325 1.214 -0.348 0.678 322 -0.357 1.097 -0.208 0.761 323 -0.354 1.073 -0.138 0.813 324 -0.464 0.946 -0.049 0.890 325 -0.124 1.337 -0.212 0.761 326 -0.115 1.339 -0.195 0.773 327 -0.635 0.798 -0.170 0.785 328 -0.349 1.074 -0.126 0.823 329 -0.555 0.911 -0.242 0.735 330 -0.434 1.136 -0.392 0.654 331 -0.557 0.864 -0.127 0.820 332 -0.503 0.906 -0.037 0.902 333 -0.892 0.649 -0.376 0.651 334 -0.252 1.157 -0.036 0.903 335 -0.183 1.294 -0.245 0.739 336 -0.866 0.729 -0.442 0.621 337 -1.038 0.433 -0.274 0.707 338 -0.801 0.709 -0.329 0.678 339 -0.170 1.243 -0.070 0.872 340 -0.088 1.340 -0.129 0.822 341 -0.411 1.092 -0.299 0.703 342 -0.482 1.068 -0.369 0.664 343 -0.725 0.710 -0.182 0.775 344 -0.421 1.002 -0.128 0.820 345 -0.926 0.671 -0.448 0.616 346 -0.730 0.682 -0.089 0.852 347 -0.736 0.858 -0.435 0.627 348 -1.081 0.407 -0.306 0.686 349 -0.888 0.590 -0.280 0.705 350 0.031 1.444 -0.064 0.878 351 -0.614 0.798 -0.088 0.854 352 -0.593 0.928 -0.334 0.679 353 -0.350 1.177 -0.331 0.686 354 -0.140 1.277 -0.093 0.852 355 -0.930 0.577 -0.330 0.675 356 -0.334 1.090 -0.131 0.819 357 -0.566 0.856 -0.133 0.815 358 -1.118 0.448 -0.420 0.624 359 -1.117 0.460 -0.433 0.618 360 -0.309 1.139 -0.193 0.772 361 -0.658 0.771 -0.160 0.793 362 -0.951 0.488 -0.201 0.758 363 -0.112 1.302 -0.074 0.869 364 -0.225 1.192 -0.094 0.851 365 -0.794 0.747 -0.372 0.655 366 -0.931 0.500 -0.180 0.775 367 -0.226 1.252 -0.248 0.736 368 -0.857 0.590 -0.218 0.747 369 -0.497 0.913 -0.064 0.876 370 -0.452 1.112 -0.386 0.657 371 -0.880 0.542 -0.145 0.803 372 -0.300 1.207 -0.299 0.705 373 -0.763 0.658 -0.134 0.813 374 -0.496 1.069 -0.388 0.655 375 0.070 1.484 -0.067 0.876 376 -0.114 1.337 -0.190 0.777 377 -0.394 1.137 -0.339 0.681 378 -0.497 0.934 -0.157 0.796 379 -0.097 1.356 -0.193 0.775 380 -0.519 0.903 -0.127 0.820 381 -0.977 0.619 -0.449 0.615 382 -0.871 0.574 -0.213 0.750 383 -0.261 1.251 -0.305 0.702 384 -0.836 0.662 -0.311 0.687 385 -1.156 0.412 -0.423 0.622 386 -0.325 1.196 -0.321 0.692 387 -0.433 1.117 -0.366 0.667 388 -0.513 0.908 -0.124 0.823 389 -0.739 0.709 -0.213 0.752 390 -0.263 1.265 -0.329 0.690 391 -0.706 0.770 -0.268 0.716 392 -1.326 0.271 -0.467 0.598 393 -0.690 0.885 -0.410 0.639 394 -0.926 0.634 -0.403 0.637 395 -0.992 0.479 -0.272 0.709 396 -0.659 0.913 -0.406 0.642 397 -0.111 1.313 -0.119 0.830 398 -0.044 1.377 -0.103 0.844 399 -0.609 0.900 -0.317 0.688 400 -0.074 1.339 -0.069 0.873 401 -0.500 0.953 -0.213 0.755 402 -0.828 0.766 -0.440 0.623 403 -0.383 1.124 -0.304 0.700 404 -0.398 1.081 -0.258 0.727 405 -0.823 0.696 -0.342 0.670 406 -0.051 1.358 -0.025 0.915 407 -0.332 1.231 -0.378 0.663 408 -0.261 1.261 -0.321 0.694 409 -0.155 1.297 -0.193 0.774 410 -1.176 0.388 -0.420 0.623 411 -0.965 0.475 -0.205 0.755 412 -0.387 1.135 -0.327 0.688 413 -0.894 0.686 -0.426 0.627 414 -0.572 0.950 -0.334 0.680 415 -0.877 0.613 -0.300 0.693 416 -0.384 1.189 -0.394 0.654 417 -0.289 1.134 -0.120 0.828 418 -1.106 0.481 -0.444 0.614 419 -0.673 0.773 -0.205 0.759 420 -0.473 0.949 -0.126 0.822 421 -0.089 1.345 -0.147 0.809 422 -0.724 0.842 -0.401 0.643 423 -0.381 1.044 -0.134 0.816 424 0.060 1.477 -0.083 0.862 425 0.178 1.588 -0.017 0.922 426 -1.163 0.415 -0.436 0.616 427 -0.683 0.862 -0.372 0.658 428 -0.470 1.011 -0.265 0.722 429 -0.103 1.306 -0.029 0.910 430 -0.214 1.208 -0.116 0.832 431 -0.583 0.938 -0.333 0.680 432 -1.072 0.499 -0.424 0.624 433 0.081 1.490 -0.018 0.921 434 -0.738 0.745 -0.282 0.706 435 -0.094 1.315 -0.021 0.919 436 -0.999 0.602 -0.455 0.612 437 -0.433 0.982 -0.092 0.851 438 -0.605 0.886 -0.289 0.705 439 -0.464 1.029 -0.285 0.710 440 -0.492 1.047 -0.355 0.671 441 -0.957 0.600 -0.400 0.637 442 -0.642 0.768 -0.066 0.873 443 -0.289 1.253 -0.350 0.678 444 -0.773 0.668 -0.200 0.761 445 -0.538 0.871 -0.056 0.884 446 -0.208 1.202 -0.054 0.886 447 -0.747 0.764 -0.328 0.680 448 -0.426 1.051 -0.256 0.728 449 -1.028 0.435 -0.259 0.716 450 -0.292 1.117 -0.038 0.901 451 -0.828 0.653 -0.283 0.704 452 -1.163 0.351 -0.351 0.658 453 -0.226 1.186 -0.060 0.881 454 -0.620 0.814 -0.173 0.783 455 -0.660 0.752 -0.086 0.855 456 -0.244 1.182 -0.128 0.822 457 -1.115 0.453 -0.422 0.624 458 -0.303 1.108 -0.062 0.879 459 -0.541 0.928 -0.249 0.731 460 -0.254 1.155 -0.022 0.917 461 -0.657 0.871 -0.348 0.671 462 -0.859 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1.014 -0.349 0.673 1387 -0.252 1.175 -0.136 0.815 1388 0.177 1.587 -0.032 0.908 1389 -0.236 1.214 -0.194 0.772 1390 -0.295 1.126 -0.116 0.831 1391 -0.569 0.911 -0.269 0.717 1392 -0.059 1.350 -0.011 0.928 1393 -1.095 0.440 -0.378 0.645 1394 -0.428 1.050 -0.259 0.727 1395 -0.804 0.695 -0.312 0.688 1396 -0.335 1.100 -0.163 0.793 1397 -0.146 1.288 -0.151 0.805 1398 -0.159 1.261 -0.106 0.841 1399 -0.038 1.386 -0.111 0.837 1400 -0.187 1.260 -0.183 0.781 1401 -1.088 0.409 -0.321 0.677 1402 -0.664 0.897 -0.392 0.648 1403 -1.024 0.560 -0.436 0.619 1404 -0.849 0.723 -0.413 0.634 1405 -0.828 0.739 -0.407 0.637 1406 -0.929 0.503 -0.183 0.772 1407 -0.377 1.094 -0.243 0.737 1408 -0.137 1.275 -0.055 0.886 1409 -0.747 0.673 -0.130 0.816 1410 -0.306 1.106 -0.073 0.868 1411 -0.268 1.267 -0.339 0.684 1412 -1.060 0.475 -0.376 0.647 1413 -0.172 1.245 -0.093 0.851 1414 -0.125 1.287 -0.064 0.877 1415 -0.287 1.219 -0.298 0.706 1416 -0.996 0.490 -0.298 0.692 1417 -0.757 0.728 -0.286 0.704 1418 -0.823 0.730 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0.789 1451 -0.611 0.813 -0.139 0.809 1452 -0.833 0.643 -0.275 0.710 1453 -0.415 1.131 -0.361 0.669 1454 -1.300 0.289 -0.455 0.604 1455 -0.098 1.364 -0.213 0.762 1456 -0.029 1.402 -0.136 0.818 1457 0.083 1.493 -0.013 0.926 1458 -0.678 0.781 -0.232 0.740 1459 -0.857 0.562 -0.133 0.813 1460 -0.825 0.698 -0.348 0.667 1461 -0.296 1.191 -0.267 0.724 1462 -0.969 0.496 -0.258 0.718 1463 -0.460 1.035 -0.289 0.708 1464 -0.699 0.860 -0.390 0.649 1465 -0.069 1.340 -0.034 0.905 1466 -1.118 0.368 -0.305 0.686 1467 -0.342 1.119 -0.221 0.753 1468 -0.721 0.831 -0.382 0.652 1469 -0.819 0.601 -0.138 0.809 1470 0.003 1.416 -0.059 0.883 1471 -0.460 0.974 -0.164 0.792 1472 -0.592 0.910 -0.306 0.695 1473 -0.030 1.386 -0.079 0.864 1474 -0.799 0.755 -0.388 0.647 1475 -1.076 0.438 -0.348 0.662 1476 -0.401 1.131 -0.342 0.679 1477 -0.823 0.597 -0.133 0.813 1478 -0.193 1.268 -0.217 0.757 1479 -0.532 0.900 -0.160 0.794 1480 -0.519 1.026 -0.365 0.665 1481 -0.611 0.857 -0.249 0.729 1482 -0.881 0.670 -0.388 0.645 1483 -1.055 0.541 -0.452 0.611 1484 -0.910 0.547 -0.241 0.730 1485 -0.685 0.765 -0.215 0.751 1486 0.002 1.413 -0.047 0.894 1487 -0.360 1.050 -0.049 0.890 1488 -1.099 0.499 -0.457 0.608 1489 -0.564 0.951 -0.324 0.685 1490 -0.298 1.242 -0.347 0.679 1491 -1.126 0.410 -0.380 0.644 1492 -1.075 0.400 -0.284 0.699 1493 -0.888 0.654 -0.378 0.650 1494 -0.252 1.231 -0.258 0.730 1495 -0.170 1.248 -0.097 0.848 1496 -0.701 0.715 -0.111 0.833 1497 -0.456 0.966 -0.127 0.821 1498 -0.548 0.918 -0.242 0.735 1499 -0.247 1.169 -0.093 0.851 1500 -0.665 0.782 -0.208 0.756 > all( is.na( predict( testTobit5SMl, type = "conditional" )[ + cbind( t5Dat$ys, t5Dat$ys, !t5Dat$ys, !t5Dat$ys )[ t5SSamp, ] ] ) ) [1] TRUE > all.equal( predict( testTobit5SMl, type = "conditional" )[ + !t5Dat$ys[ t5SSamp ], 1 ], + predict( testTobit5SMl, newdata = t5Dat[ t5SSamp & !t5Dat$ys, ], + type = "conditional" )[ , 1 ] ) [1] TRUE > all.equal( predict( testTobit5SMl, type = "conditional" )[ + t5Dat$ys[ t5SSamp ], 4 ], + predict( testTobit5SMl, newdata = t5Dat[ t5SSamp & t5Dat$ys, ], + type = "conditional" )[ , 4 ] ) [1] TRUE > all.equal( + predict( testTobit5SMl, newdata = t5Dat[ , c( "xs", "xo1", "xo2" ) ], + type = "conditional" ), + predict( testTobit5SMl, newdata = t5Dat, type = "conditional" ) ) [1] TRUE > mmsTestTobit5SMl <- model.matrix( testTobit5SMl, part = "selection" ) > print( mmsTestTobit5SMl ) (Intercept) xs 1 1 0.940378 2 1 0.996766 3 1 0.232910 4 1 0.141901 5 1 0.066297 6 1 0.732845 7 1 0.285429 8 1 0.719488 9 1 0.017669 10 1 0.173206 11 1 0.702198 12 1 0.740287 13 1 0.947135 14 1 0.722044 16 1 0.291032 17 1 0.969695 18 1 0.098262 19 1 0.324276 20 1 0.139561 21 1 0.748326 23 1 0.099745 24 1 0.838674 25 1 0.345794 26 1 0.177999 27 1 0.452815 28 1 0.439201 29 1 0.169229 30 1 0.785529 31 1 0.662260 32 1 0.805095 33 1 0.457323 34 1 0.620620 35 1 0.382501 36 1 0.886395 37 1 0.621632 38 1 0.955861 39 1 0.600515 40 1 0.537875 41 1 0.570037 42 1 0.930607 43 1 0.141259 44 1 0.438931 45 1 0.541556 46 1 0.538011 47 1 0.112718 48 1 0.500286 49 1 0.666943 50 1 0.428879 51 1 0.013446 52 1 0.550384 53 1 0.996900 54 1 0.027496 55 1 0.604460 56 1 0.165352 57 1 0.064376 58 1 0.368052 59 1 0.497989 60 1 0.006899 61 1 0.007317 62 1 0.445165 63 1 0.617485 64 1 0.972134 65 1 0.011743 66 1 0.649082 67 1 0.336996 68 1 0.406869 69 1 0.451439 70 1 0.808970 71 1 0.352268 72 1 0.852134 73 1 0.200599 74 1 0.778180 75 1 0.752351 76 1 0.031971 77 1 0.794290 78 1 0.123112 79 1 0.052577 80 1 0.500265 81 1 0.463828 82 1 0.661522 83 1 0.124168 84 1 0.158678 85 1 0.231713 86 1 0.906686 87 1 0.806820 88 1 0.487297 89 1 0.050978 90 1 0.462758 91 1 0.734857 92 1 0.772458 93 1 0.262671 94 1 0.776556 95 1 0.532561 96 1 0.810920 97 1 0.917404 98 1 0.094254 99 1 0.550482 100 1 0.029125 101 1 0.217832 102 1 0.368814 103 1 0.817140 105 1 0.257971 106 1 0.735204 107 1 0.918842 108 1 0.700928 109 1 0.877539 110 1 0.672118 111 1 0.668057 112 1 0.591088 113 1 0.614621 114 1 0.837849 115 1 0.390967 116 1 0.792324 117 1 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185 1 0.123574 186 1 0.201385 187 1 0.438755 188 1 0.996189 189 1 0.656323 190 1 0.283220 191 1 0.699290 192 1 0.899405 193 1 0.579102 194 1 0.779275 195 1 0.372658 196 1 0.632594 197 1 0.217653 198 1 0.833188 199 1 0.836883 200 1 0.328749 201 1 0.265813 202 1 0.547148 203 1 0.076999 204 1 0.133506 205 1 0.549124 206 1 0.967771 207 1 0.282188 208 1 0.334846 209 1 0.539449 210 1 0.441803 211 1 0.869821 212 1 0.553436 213 1 0.532861 214 1 0.883538 215 1 0.557134 216 1 0.066122 217 1 0.258768 218 1 0.550905 219 1 0.796403 220 1 0.145013 221 1 0.486209 222 1 0.707381 223 1 0.944007 224 1 0.826960 225 1 0.383630 226 1 0.323171 227 1 0.907333 228 1 0.056447 230 1 0.904405 231 1 0.198231 232 1 0.835608 233 1 0.628063 234 1 0.578858 235 1 0.072209 236 1 0.283379 237 1 0.889372 238 1 0.162274 239 1 0.432173 240 1 0.755494 241 1 0.371829 242 1 0.179435 243 1 0.676957 244 1 0.343576 245 1 0.335259 246 1 0.945975 247 1 0.712469 248 1 0.512781 249 1 0.670003 250 1 0.359885 251 1 0.723871 252 1 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319 1 0.277261 320 1 0.587950 321 1 0.822969 322 1 0.486584 323 1 0.308142 324 1 0.057207 325 1 0.523045 326 1 0.481863 327 1 0.357590 328 1 0.278691 329 1 0.547702 330 1 0.912094 331 1 0.255964 332 1 0.017637 333 1 0.827255 334 1 0.049479 335 1 0.595250 336 1 0.981267 337 1 0.569439 338 1 0.727461 339 1 0.151836 340 1 0.318238 341 1 0.699690 342 1 0.854844 343 1 0.378279 344 1 0.275432 345 1 0.988444 346 1 0.134025 347 1 0.977953 348 1 0.642202 349 1 0.600517 350 1 0.162107 351 1 0.143829 352 1 0.762430 353 1 0.781959 354 1 0.217105 355 1 0.714697 356 1 0.293084 357 1 0.271073 358 1 0.903164 359 1 0.934551 360 1 0.452999 361 1 0.329169 362 1 0.398796 363 1 0.169447 364 1 0.209014 365 1 0.827562 366 1 0.347140 367 1 0.599187 368 1 0.452403 369 1 0.093153 370 1 0.896114 371 1 0.262903 372 1 0.711165 373 1 0.249534 374 1 0.896619 375 1 0.174417 376 1 0.468117 377 1 0.795493 378 1 0.341466 379 1 0.478540 380 1 0.260784 381 1 0.985835 382 1 0.438382 383 1 0.730667 384 1 0.680872 385 1 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0.268800 1498 1 0.547224 1499 1 0.203628 1500 1 0.450685 attr(,"assign") [1] 0 1 > mmoTestTobit5SMl <- model.matrix( testTobit5SMl, part = "outcome" ) > print( mmoTestTobit5SMl ) $`1` (Intercept) xo1 1 NA NA 2 NA NA 3 NA NA 4 NA NA 5 1 0.588963 6 NA NA 7 NA NA 8 NA NA 9 NA NA 10 1 0.787196 11 NA NA 12 1 0.972414 13 NA NA 14 NA NA 16 NA NA 17 NA NA 18 1 0.228383 19 NA NA 20 1 0.366665 21 NA NA 23 1 0.926547 24 NA NA 25 NA NA 26 NA NA 27 NA NA 28 NA NA 29 NA NA 30 NA NA 31 NA NA 32 NA NA 33 1 0.309324 34 1 0.916819 35 1 0.356571 36 NA NA 37 NA NA 38 NA NA 39 NA NA 40 NA NA 41 NA NA 42 NA NA 43 1 0.710824 44 NA NA 45 NA NA 46 1 0.534891 47 1 0.483017 48 NA NA 49 1 0.116260 50 1 0.840601 51 NA NA 52 1 0.462248 53 NA NA 54 NA NA 55 NA NA 56 NA NA 57 NA NA 58 NA NA 59 NA NA 60 NA NA 61 1 0.667671 62 1 0.020494 63 NA NA 64 NA NA 65 1 0.113761 66 NA NA 67 NA NA 68 NA NA 69 1 0.645549 70 NA NA 71 NA NA 72 NA NA 73 1 0.067077 74 1 0.930361 75 1 0.634161 76 NA NA 77 NA NA 78 1 0.829984 79 NA NA 80 NA NA 81 NA NA 82 NA NA 83 1 0.822821 84 NA NA 85 NA NA 86 NA NA 87 NA NA 88 NA NA 89 NA NA 90 1 0.849496 91 NA NA 92 NA NA 93 1 0.816641 94 NA NA 95 NA NA 96 1 0.681192 97 NA NA 98 NA NA 99 NA NA 100 NA NA 101 NA NA 102 NA NA 103 NA NA 105 1 0.519636 106 NA NA 107 NA NA 108 NA NA 109 NA NA 110 NA NA 111 1 0.768495 112 NA NA 113 NA NA 114 NA NA 115 1 0.111831 116 NA NA 117 NA NA 118 NA NA 119 NA NA 120 1 0.906493 121 1 0.688954 122 NA NA 123 NA NA 124 1 0.632697 125 1 0.900051 126 NA NA 127 NA NA 128 NA NA 129 NA NA 130 1 0.795617 131 NA NA 132 NA NA 133 NA NA 134 NA NA 135 1 0.657443 136 1 0.632654 137 NA NA 138 NA NA 139 NA NA 141 NA NA 142 1 0.388746 143 1 0.820705 144 1 0.697603 145 1 0.243730 146 NA NA 147 NA NA 148 NA NA 149 1 0.820755 150 NA NA 151 NA NA 152 1 0.580575 153 1 0.495721 154 NA NA 155 NA NA 156 NA NA 157 NA NA 158 1 0.272615 159 NA NA 160 NA NA 161 1 0.202298 162 NA NA 163 1 0.634375 164 NA NA 165 NA NA 166 1 0.749397 167 NA NA 168 1 0.494405 169 NA NA 170 NA NA 171 1 0.204142 172 NA NA 173 NA NA 174 NA NA 175 NA NA 176 1 0.515132 177 NA NA 178 NA NA 179 NA NA 180 NA NA 181 1 0.770836 182 NA NA 183 1 0.328624 184 NA NA 185 1 0.545318 186 1 0.236158 187 1 0.795837 188 NA NA 189 NA NA 190 NA NA 191 NA NA 192 NA NA 193 NA NA 194 1 0.799020 195 NA NA 196 NA NA 197 NA NA 198 NA NA 199 1 0.345069 200 NA NA 201 NA NA 202 NA NA 203 1 0.302683 204 NA NA 205 NA NA 206 NA NA 207 1 0.205784 208 NA NA 209 NA NA 210 NA NA 211 1 0.805046 212 1 0.444929 213 NA NA 214 NA NA 215 NA NA 216 1 0.273154 217 1 0.946393 218 NA NA 219 1 0.301805 220 NA NA 221 NA NA 222 1 0.674851 223 NA NA 224 NA NA 225 1 0.144678 226 1 0.578039 227 NA NA 228 1 0.753271 230 NA NA 231 NA NA 232 NA NA 233 1 0.415334 234 NA NA 235 1 0.485945 236 1 0.643130 237 NA NA 238 NA NA 239 1 0.230843 240 NA NA 241 NA NA 242 1 0.342464 243 1 0.921571 244 1 0.802154 245 1 0.667262 246 NA NA 247 NA NA 248 NA NA 249 1 0.043470 250 NA NA 251 1 0.576823 252 1 0.709146 253 NA NA 254 1 0.368503 255 1 0.952768 256 NA NA 257 NA NA 258 1 0.617959 259 NA NA 260 NA NA 261 NA NA 262 NA NA 263 NA NA 264 NA NA 265 NA NA 266 1 0.793930 267 1 0.274666 268 1 0.495375 269 1 0.124733 270 NA NA 271 NA NA 272 1 0.967612 273 NA NA 274 NA NA 275 NA NA 276 NA NA 277 1 0.384588 278 NA NA 279 NA NA 280 1 0.671042 281 NA NA 282 NA NA 283 NA NA 284 NA NA 285 1 0.080111 286 1 0.307940 287 NA NA 288 NA NA 289 NA NA 290 1 0.737398 291 NA NA 292 NA NA 293 NA NA 294 1 0.514097 295 NA NA 296 NA NA 297 1 0.528507 298 NA NA 299 NA NA 300 NA NA 301 1 0.636560 302 1 0.788518 303 NA NA 304 1 0.665953 305 1 0.012943 306 1 0.818728 307 NA NA 308 NA NA 309 NA NA 310 NA NA 311 NA NA 312 1 0.073243 313 1 0.458564 314 1 0.834453 315 NA NA 316 NA NA 317 NA NA 318 NA NA 319 NA NA 320 NA NA 321 1 0.930674 322 NA NA 323 NA NA 324 NA NA 325 1 0.928340 326 1 0.911079 327 NA NA 328 NA NA 329 NA NA 330 NA NA 331 1 0.321685 332 NA NA 333 1 0.363519 334 NA NA 335 1 0.917303 336 1 0.499373 337 1 0.040593 338 1 0.385415 339 NA NA 340 1 0.832474 341 NA NA 342 NA NA 343 1 0.229428 344 NA NA 345 NA NA 346 NA NA 347 NA NA 348 NA NA 349 NA NA 350 NA NA 351 NA NA 352 NA NA 353 NA NA 354 1 0.717309 355 NA NA 356 1 0.568893 357 1 0.322076 358 NA NA 359 NA NA 360 1 0.697085 361 NA NA 362 NA NA 363 NA NA 364 NA NA 365 NA NA 366 1 0.002753 367 NA NA 368 NA NA 369 NA NA 370 NA NA 371 NA NA 372 NA NA 373 1 0.111124 374 1 0.811536 375 1 0.902822 376 1 0.902709 377 NA NA 378 1 0.436044 379 NA NA 380 NA NA 381 NA NA 382 NA NA 383 1 0.931533 384 1 0.318507 385 NA NA 386 1 0.888139 387 NA NA 388 NA NA 389 1 0.264404 390 1 0.967111 391 NA NA 392 NA NA 393 NA NA 394 NA NA 395 NA NA 396 NA NA 397 NA NA 398 1 0.838546 399 1 0.574850 400 1 0.750716 401 1 0.523398 402 1 0.536927 403 NA NA 404 NA NA 405 NA NA 406 NA NA 407 NA NA 408 NA NA 409 NA NA 410 NA NA 411 NA NA 412 1 0.829292 413 NA NA 414 1 0.642719 415 1 0.256758 416 NA NA 417 1 0.600356 418 NA NA 419 1 0.322561 420 NA NA 421 1 0.859641 422 NA NA 423 NA NA 424 NA NA 425 NA NA 426 NA NA 427 NA NA 428 NA NA 429 NA NA 430 NA NA 431 NA NA 432 NA NA 433 1 0.835756 434 NA NA 435 1 0.649795 436 NA NA 437 1 0.399233 438 NA NA 439 NA NA 440 NA NA 441 NA NA 442 1 0.131803 443 NA NA 444 1 0.206156 445 1 0.226718 446 1 0.580869 447 NA NA 448 NA NA 449 NA NA 450 1 0.464044 451 1 0.282159 452 NA NA 453 1 0.571304 454 1 0.328066 455 1 0.144894 456 1 0.662793 457 NA NA 458 NA NA 459 NA NA 460 NA NA 461 1 0.572043 462 NA NA 463 1 0.786566 464 1 0.033792 465 NA NA 466 NA NA 467 NA NA 468 NA NA 469 NA NA 470 1 0.259308 471 NA NA 472 NA NA 473 NA NA 474 NA NA 475 NA NA 476 NA NA 477 NA NA 478 NA NA 479 NA NA 480 NA NA 481 1 0.364996 482 NA NA 483 NA NA 484 NA NA 485 NA NA 486 NA NA 487 NA NA 488 NA NA 489 NA NA 490 NA NA 491 1 0.328725 492 1 0.769224 493 NA NA 494 1 0.975466 495 NA NA 496 NA NA 497 1 0.115629 498 NA NA 499 NA NA 500 NA NA 501 NA NA 502 NA NA 503 NA NA 504 1 0.625107 505 1 0.947304 506 NA NA 507 NA NA 508 NA NA 509 1 0.181892 510 NA NA 511 NA NA 512 NA NA 513 NA NA 514 NA NA 515 1 0.418003 516 NA NA 517 NA NA 518 NA NA 519 NA NA 520 1 0.691414 521 NA NA 522 NA NA 523 NA NA 524 1 0.456014 525 NA NA 526 NA NA 527 NA NA 528 NA NA 529 NA NA 530 NA NA 531 1 0.892279 532 NA NA 533 NA NA 534 NA NA 535 NA NA 536 NA NA 537 NA NA 538 1 0.426128 539 NA NA 540 1 0.460969 541 NA NA 542 1 0.747083 543 NA NA 544 NA NA 545 NA NA 546 NA NA 547 1 0.187652 548 NA NA 549 NA NA 550 NA NA 551 1 0.966095 552 1 0.427281 553 1 0.960430 554 NA NA 555 NA NA 556 1 0.142809 557 NA NA 558 NA NA 559 1 0.167888 560 NA NA 561 NA NA 562 NA NA 563 1 0.108580 564 1 0.294022 565 NA NA 566 1 0.006238 567 NA NA 568 1 0.474890 569 1 0.306307 570 1 0.064072 571 NA NA 572 NA NA 574 1 0.878655 575 NA NA 576 NA NA 577 NA NA 579 NA NA 580 1 0.120934 581 NA NA 582 NA NA 583 NA NA 584 NA NA 585 1 0.390550 586 NA NA 587 1 0.407378 588 NA NA 589 NA NA 590 NA NA 591 1 0.143170 592 NA NA 593 1 0.513764 594 1 0.364494 595 1 0.696760 596 NA NA 598 1 0.659130 600 NA NA 601 NA NA 602 NA NA 603 NA NA 604 NA NA 605 NA NA 606 NA NA 607 NA NA 608 NA NA 609 NA NA 610 NA NA 611 1 0.946487 612 NA NA 613 NA NA 614 NA NA 615 NA NA 616 NA NA 617 NA NA 618 NA NA 619 1 0.982482 620 1 0.017875 621 NA NA 622 1 0.806554 623 NA NA 624 NA NA 625 1 0.072665 626 1 0.497975 627 NA NA 628 NA NA 629 NA NA 630 NA NA 631 1 0.134426 632 1 0.945061 633 NA NA 634 NA NA 635 NA NA 636 1 0.678161 638 1 0.481104 639 1 0.007913 640 NA NA 641 NA NA 642 NA NA 643 1 0.041332 644 1 0.741800 645 NA NA 646 NA NA 647 NA NA 648 NA NA 649 1 0.076497 650 NA NA 651 1 0.497340 652 1 0.085639 653 NA NA 654 NA NA 655 1 0.686422 656 NA NA 657 NA NA 658 1 0.085498 659 1 0.338251 660 1 0.381994 661 1 0.326386 662 1 0.088734 663 NA NA 664 NA NA 665 NA NA 666 NA NA 667 NA NA 668 NA NA 669 NA NA 670 1 0.067361 671 1 0.986800 672 NA NA 673 1 0.100448 674 NA NA 675 NA NA 676 1 0.583110 677 1 0.700539 678 1 0.314985 679 NA NA 680 1 0.664324 681 NA NA 682 1 0.997159 683 NA NA 684 NA NA 685 1 0.328520 686 1 0.070474 687 NA NA 688 NA NA 689 1 0.490167 690 NA NA 691 NA NA 692 NA NA 693 NA NA 694 NA NA 695 NA NA 696 1 0.958601 697 NA NA 698 NA NA 699 NA NA 700 1 0.327386 701 1 0.755907 702 NA NA 703 NA NA 704 1 0.651453 705 NA NA 706 NA NA 707 1 0.711721 708 NA NA 709 NA NA 710 NA NA 711 1 0.652918 712 NA NA 713 1 0.770236 714 1 0.556837 715 NA NA 716 NA NA 717 1 0.676501 718 NA NA 719 NA NA 720 1 0.207510 721 1 0.356789 722 NA NA 723 NA NA 724 NA NA 725 NA NA 726 NA NA 727 NA NA 728 NA NA 729 NA NA 730 NA NA 731 NA NA 732 NA NA 733 NA NA 734 NA NA 735 1 0.960373 736 NA NA 737 1 0.098351 738 1 0.338156 739 NA NA 740 1 0.010036 741 NA NA 742 NA NA 743 NA NA 744 NA NA 745 1 0.058530 746 NA NA 747 NA NA 748 NA NA 749 NA NA 750 1 0.363295 751 NA NA 752 1 0.101487 753 NA NA 754 NA NA 755 NA NA 756 NA NA 757 1 0.306101 758 1 0.592349 759 NA NA 760 NA NA 761 NA NA 762 NA NA 763 NA NA 764 1 0.355201 765 NA NA 766 NA NA 767 NA NA 768 NA NA 769 NA NA 770 NA NA 771 NA NA 772 NA NA 773 1 0.005965 774 NA NA 775 1 0.723025 776 NA NA 777 NA NA 778 NA NA 779 1 0.955623 780 NA NA 781 NA NA 782 NA NA 783 NA NA 784 NA NA 785 1 0.910264 786 NA NA 787 1 0.698381 788 NA NA 789 1 0.089645 790 NA NA 791 NA NA 792 NA NA 793 1 0.577876 794 NA NA 795 NA NA 796 NA NA 797 1 0.539906 798 NA NA 799 NA NA 800 NA NA 801 NA NA 802 NA NA 803 NA NA 804 NA NA 805 1 0.531042 806 NA NA 807 NA NA 808 NA NA 809 1 0.672973 810 1 0.401141 811 1 0.279298 812 NA NA 813 NA NA 814 NA NA 815 NA NA 816 NA NA 817 NA NA 818 NA NA 819 NA NA 820 1 0.849829 821 NA NA 822 NA NA 823 1 0.601197 824 1 0.755457 825 1 0.011413 826 NA NA 827 NA NA 828 NA NA 829 NA NA 831 NA NA 832 NA NA 834 1 0.489761 835 NA NA 837 1 0.263489 838 1 0.259926 839 NA NA 840 NA NA 841 NA NA 842 1 0.505132 843 NA NA 845 NA NA 846 1 0.905770 847 1 0.023059 848 NA NA 849 NA NA 850 NA NA 851 NA NA 852 NA NA 853 NA NA 854 NA NA 855 1 0.778184 856 1 0.535684 857 NA NA 858 1 0.222828 859 1 0.603387 860 NA NA 861 NA NA 862 1 0.973478 863 NA NA 864 NA NA 865 NA NA 866 1 0.982446 867 NA NA 868 NA NA 869 NA NA 870 1 0.713903 871 1 0.600638 872 NA NA 873 NA NA 874 NA NA 875 NA NA 876 NA NA 877 1 0.591835 878 NA NA 879 1 0.166472 880 NA NA 881 NA NA 882 1 0.111225 883 NA NA 884 NA NA 885 NA NA 886 NA NA 887 1 0.805489 888 NA NA 889 NA NA 890 NA NA 891 NA NA 892 1 0.929505 893 NA NA 894 1 0.543944 895 NA NA 896 NA NA 897 1 0.666198 898 1 0.305278 899 NA NA 900 NA NA 901 NA NA 902 1 0.242159 903 NA NA 904 1 0.907618 905 NA NA 906 NA NA 907 1 0.416062 908 NA NA 909 1 0.209710 910 NA NA 911 NA NA 912 1 0.863012 913 1 0.025027 914 1 0.103909 915 NA NA 916 NA NA 917 1 0.277527 918 NA NA 919 1 0.266428 920 NA NA 921 NA NA 922 1 0.265942 923 NA NA 924 1 0.905796 925 NA NA 926 NA NA 927 NA NA 928 NA NA 929 NA NA 930 NA NA 931 1 0.778476 932 NA NA 933 NA NA 934 1 0.444170 935 NA NA 936 1 0.027599 937 NA NA 938 NA NA 939 1 0.972228 940 1 0.366247 941 NA NA 942 NA NA 943 NA NA 944 1 0.217387 945 NA NA 946 NA NA 947 1 0.672934 948 1 0.081706 949 NA NA 950 NA NA 951 NA NA 952 NA NA 953 1 0.140344 954 NA NA 955 NA NA 956 NA NA 957 NA NA 958 NA NA 959 NA NA 960 NA NA 961 NA NA 962 1 0.735465 963 1 0.292375 964 1 0.431953 965 NA NA 966 NA NA 967 NA NA 968 NA NA 969 NA NA 970 NA NA 971 NA NA 972 NA NA 973 NA NA 974 NA NA 975 NA NA 976 NA NA 977 1 0.932516 978 NA NA 979 NA NA 980 NA NA 981 1 0.576653 982 NA NA 983 NA NA 984 NA NA 985 1 0.092782 986 NA NA 987 NA NA 988 NA NA 989 1 0.049957 990 NA NA 991 NA NA 992 NA NA 993 NA NA 994 NA NA 995 NA NA 996 1 0.596587 997 NA NA 998 1 0.744878 999 NA NA 1000 NA NA 1001 NA NA 1002 1 0.664412 1003 NA NA 1004 NA NA 1005 NA NA 1006 1 0.641907 1007 NA NA 1008 NA NA 1009 NA NA 1010 1 0.353393 1011 NA NA 1012 NA NA 1013 NA NA 1014 NA NA 1015 NA NA 1016 NA NA 1017 NA NA 1018 NA NA 1019 1 0.922575 1020 1 0.356819 1021 NA NA 1022 1 0.345072 1023 NA NA 1024 NA NA 1025 NA NA 1026 NA NA 1027 NA NA 1028 NA NA 1029 NA NA 1030 NA NA 1031 1 0.700556 1032 NA NA 1033 NA NA 1034 NA NA 1035 NA NA 1036 NA NA 1037 NA NA 1038 NA NA 1039 NA NA 1040 NA NA 1041 NA NA 1042 NA NA 1043 NA NA 1044 NA NA 1045 NA NA 1046 NA NA 1047 NA NA 1048 1 0.338986 1049 NA NA 1050 NA NA 1051 1 0.930393 1052 1 0.991033 1053 1 0.968391 1055 1 0.031082 1056 NA NA 1057 NA NA 1058 NA NA 1059 NA NA 1060 1 0.872624 1061 1 0.317227 1062 NA NA 1063 NA NA 1064 NA NA 1065 NA NA 1066 NA NA 1067 NA NA 1068 NA NA 1069 NA NA 1070 NA NA 1071 1 0.778208 1072 1 0.928473 1073 NA NA 1074 NA NA 1075 NA NA 1076 NA NA 1077 NA NA 1078 1 0.810623 1079 1 0.750536 1080 NA NA 1081 NA NA 1082 NA NA 1083 NA NA 1084 NA NA 1085 1 0.045480 1086 NA NA 1087 NA NA 1088 NA NA 1089 1 0.278720 1090 1 0.281443 1091 1 0.488591 1092 NA NA 1093 1 0.094933 1094 1 0.231331 1095 1 0.502418 1096 NA NA 1097 NA NA 1098 1 0.794179 1099 NA NA 1100 NA NA 1101 1 0.447312 1102 1 0.259801 1103 NA NA 1104 1 0.030799 1105 NA NA 1106 NA NA 1107 1 0.614078 1108 NA NA 1109 1 0.330336 1110 NA NA 1111 NA NA 1112 NA NA 1113 1 0.877692 1114 NA NA 1115 NA NA 1116 NA NA 1117 1 0.411195 1118 1 0.662923 1119 1 0.524912 1120 NA NA 1121 NA NA 1122 NA NA 1123 NA NA 1124 NA NA 1125 1 0.224947 1126 1 0.865903 1127 1 0.949437 1128 NA NA 1129 NA NA 1130 NA NA 1131 NA NA 1132 NA NA 1133 1 0.819415 1134 NA NA 1135 NA NA 1136 1 0.929750 1137 1 0.515967 1138 NA NA 1139 NA NA 1140 NA NA 1141 NA NA 1142 NA NA 1143 1 0.770545 1144 NA NA 1145 NA NA 1146 NA NA 1147 NA NA 1148 NA NA 1149 NA NA 1150 NA NA 1151 1 0.017028 1152 NA NA 1153 1 0.434789 1154 NA NA 1155 1 0.363465 1156 1 0.158055 1157 1 0.595187 1158 1 0.862581 1159 1 0.697306 1160 1 0.083586 1161 NA NA 1162 NA NA 1163 1 0.192888 1164 NA NA 1165 1 0.500457 1166 NA NA 1167 NA NA 1168 NA NA 1170 NA NA 1171 NA NA 1172 NA NA 1173 NA NA 1174 NA NA 1175 1 0.329276 1177 1 0.426990 1178 NA NA 1179 NA NA 1180 NA NA 1181 NA NA 1182 NA NA 1183 1 0.546951 1184 NA NA 1185 NA NA 1186 1 0.805035 1187 NA NA 1188 NA NA 1189 NA NA 1190 1 0.338520 1191 NA NA 1192 NA NA 1193 NA NA 1194 NA NA 1195 NA NA 1196 NA NA 1197 1 0.253407 1198 NA NA 1199 NA NA 1200 NA NA 1201 NA NA 1202 NA NA 1203 NA NA 1204 NA NA 1205 NA NA 1206 1 0.030478 1207 NA NA 1208 1 0.566573 1209 1 0.223594 1210 1 0.517902 1211 1 0.236624 1212 NA NA 1213 1 0.966253 1214 NA NA 1215 NA NA 1216 NA NA 1217 NA NA 1218 NA NA 1219 1 0.412821 1220 NA NA 1221 NA NA 1222 NA NA 1223 NA NA 1224 1 0.800560 1225 NA NA 1226 1 0.520046 1227 1 0.227503 1228 NA NA 1229 NA NA 1230 NA NA 1231 NA NA 1232 1 0.902292 1233 NA NA 1234 1 0.996270 1235 1 0.025486 1236 NA NA 1237 1 0.562609 1238 1 0.446131 1239 NA NA 1240 NA NA 1241 NA NA 1242 NA NA 1243 NA NA 1244 NA NA 1245 1 0.376838 1246 1 0.113158 1247 NA NA 1248 NA NA 1249 NA NA 1250 1 0.751977 1251 1 0.882040 1252 NA NA 1253 1 0.482242 1254 NA NA 1255 1 0.109952 1256 NA NA 1258 NA NA 1259 NA NA 1260 NA NA 1261 NA NA 1262 NA NA 1263 NA NA 1264 1 0.158028 1265 NA NA 1266 NA NA 1267 1 0.358095 1268 NA NA 1269 NA NA 1270 1 0.467334 1271 NA NA 1272 1 0.614320 1273 NA NA 1274 1 0.089405 1275 NA NA 1276 NA NA 1277 1 0.175901 1278 NA NA 1279 NA NA 1280 NA NA 1281 NA NA 1282 1 0.781006 1283 NA NA 1284 NA NA 1285 NA NA 1286 NA NA 1287 NA NA 1288 NA NA 1289 NA NA 1290 NA NA 1291 NA NA 1292 1 0.602945 1293 1 0.685105 1294 NA NA 1295 1 0.343179 1296 NA NA 1297 NA NA 1298 1 0.935924 1299 1 0.004591 1300 NA NA 1301 NA NA 1302 NA NA 1303 NA NA 1304 NA NA 1305 NA NA 1306 1 0.516383 1307 1 0.000613 1308 1 0.898842 1309 NA NA 1310 NA NA 1311 1 0.358761 1312 NA NA 1313 NA NA 1314 NA NA 1315 NA NA 1316 NA NA 1317 NA NA 1318 NA NA 1319 NA NA 1320 NA NA 1321 NA NA 1322 NA NA 1323 NA NA 1324 NA NA 1325 NA NA 1326 1 0.292060 1327 1 0.777456 1328 1 0.744784 1329 1 0.497182 1330 1 0.997163 1331 NA NA 1332 NA NA 1333 NA NA 1334 1 0.788252 1335 1 0.926405 1336 NA NA 1337 NA NA 1338 1 0.053827 1339 NA NA 1340 NA NA 1341 1 0.886531 1342 1 0.572588 1343 NA NA 1344 1 0.462375 1345 NA NA 1346 NA NA 1347 NA NA 1348 1 0.373092 1349 NA NA 1350 NA NA 1351 NA NA 1352 1 0.587468 1353 NA NA 1354 1 0.237508 1355 1 0.152003 1356 NA NA 1357 1 0.418503 1358 NA NA 1359 NA NA 1360 1 0.148380 1361 1 0.733464 1362 1 0.140016 1363 NA NA 1364 NA NA 1365 NA NA 1366 NA NA 1367 1 0.761610 1368 NA NA 1369 1 0.754365 1370 NA NA 1371 NA NA 1372 NA NA 1373 1 0.605000 1374 1 0.733934 1375 1 0.806091 1376 NA NA 1377 1 0.828013 1378 NA NA 1379 NA NA 1380 NA NA 1381 NA NA 1382 NA NA 1383 NA NA 1384 NA NA 1385 NA NA 1386 NA NA 1387 NA NA 1388 1 0.961448 1389 1 0.778547 1390 NA NA 1391 NA NA 1392 NA NA 1393 NA NA 1394 1 0.675277 1395 NA NA 1396 NA NA 1397 1 0.805050 1398 NA NA 1399 1 0.857835 1400 NA NA 1401 1 0.062082 1402 1 0.636242 1403 NA NA 1404 NA NA 1405 NA NA 1406 NA NA 1407 1 0.705400 1408 NA NA 1409 1 0.122397 1410 1 0.505608 1411 NA NA 1412 1 0.181939 1413 NA NA 1414 NA NA 1415 NA NA 1416 NA NA 1417 NA NA 1418 NA NA 1419 1 0.373274 1420 1 0.275331 1421 1 0.712896 1422 NA NA 1423 NA NA 1424 1 0.808703 1425 1 0.785204 1426 NA NA 1427 NA NA 1428 NA NA 1429 1 0.595317 1430 1 0.905435 1431 NA NA 1432 NA NA 1433 NA NA 1434 NA NA 1435 NA NA 1436 1 0.137621 1437 1 0.923248 1438 NA NA 1439 NA NA 1440 NA NA 1441 NA NA 1442 NA NA 1443 1 0.170470 1444 NA NA 1445 1 0.242586 1446 NA NA 1447 NA NA 1448 1 0.372123 1449 NA NA 1450 1 0.840424 1451 NA NA 1452 NA NA 1453 NA NA 1454 NA NA 1455 NA NA 1456 1 0.907777 1457 NA NA 1458 NA NA 1459 NA NA 1460 NA NA 1461 NA NA 1462 1 0.089229 1463 1 0.688895 1464 NA NA 1465 NA NA 1466 NA NA 1467 NA NA 1468 NA NA 1469 1 0.056370 1470 1 0.816621 1471 1 0.486508 1472 NA NA 1473 1 0.814738 1474 NA NA 1475 NA NA 1476 NA NA 1477 NA NA 1478 NA NA 1479 NA NA 1480 NA NA 1481 NA NA 1482 1 0.395520 1483 1 0.311166 1484 NA NA 1485 NA NA 1486 NA NA 1487 1 0.408652 1488 1 0.271385 1489 NA NA 1490 NA NA 1491 NA NA 1492 NA NA 1493 1 0.370192 1494 NA NA 1495 NA NA 1496 NA NA 1497 1 0.431138 1498 NA NA 1499 NA NA 1500 1 0.336864 attr(,"assign") [1] 0 1 $`2` (Intercept) xo1 1 1 0.080371 2 1 0.673625 3 1 0.664986 4 1 0.918459 5 NA NA 6 1 0.703013 7 1 0.249974 8 1 0.081948 9 1 0.905615 10 NA NA 11 1 0.370931 12 NA NA 13 1 0.160174 14 1 0.641817 16 1 0.941761 17 1 0.131011 18 NA NA 19 1 0.621499 20 NA NA 21 1 0.115928 23 NA NA 24 1 0.852731 25 1 0.650539 26 1 0.563463 27 1 0.845542 28 1 0.179993 29 1 0.881774 30 1 0.051563 31 1 0.121290 32 1 0.509903 33 NA NA 34 NA NA 35 NA NA 36 1 0.903951 37 1 0.401681 38 1 0.848532 39 1 0.737728 40 1 0.836665 41 1 0.840634 42 1 0.692824 43 NA NA 44 1 0.328761 45 1 0.551048 46 NA NA 47 NA NA 48 1 0.339114 49 NA NA 50 NA NA 51 1 0.461001 52 NA NA 53 1 0.994965 54 1 0.526522 55 1 0.992269 56 1 0.575798 57 1 0.687363 58 1 0.744049 59 1 0.964950 60 1 0.448295 61 NA NA 62 NA NA 63 1 0.683884 64 1 0.472471 65 NA NA 66 1 0.640398 67 1 0.699879 68 1 0.750910 69 NA NA 70 1 0.017808 71 1 0.593401 72 1 0.759435 73 NA NA 74 NA NA 75 NA NA 76 1 0.635526 77 1 0.129139 78 NA NA 79 1 0.298915 80 1 0.582147 81 1 0.301338 82 1 0.540051 83 NA NA 84 1 0.230345 85 1 0.958270 86 1 0.215997 87 1 0.772824 88 1 0.085705 89 1 0.356087 90 NA NA 91 1 0.406772 92 1 0.111351 93 NA NA 94 1 0.405858 95 1 0.411560 96 NA NA 97 1 0.348216 98 1 0.767081 99 1 0.128629 100 1 0.117589 101 1 0.074419 102 1 0.905697 103 1 0.752297 105 NA NA 106 1 0.167466 107 1 0.531749 108 1 0.003724 109 1 0.452718 110 1 0.718624 111 NA NA 112 1 0.228759 113 1 0.801410 114 1 0.406749 115 NA NA 116 1 0.216349 117 1 0.457306 118 1 0.605861 119 1 0.248063 120 NA NA 121 NA NA 122 1 0.342370 123 1 0.893691 124 NA NA 125 NA NA 126 1 0.233545 127 1 0.086271 128 1 0.217532 129 1 0.486930 130 NA NA 131 1 0.133614 132 1 0.947633 133 1 0.846465 134 1 0.466720 135 NA NA 136 NA NA 137 1 0.293886 138 1 0.523243 139 1 0.917417 141 1 0.102122 142 NA NA 143 NA NA 144 NA NA 145 NA NA 146 1 0.860302 147 1 0.957859 148 1 0.378741 149 NA NA 150 1 0.074625 151 1 0.145988 152 NA NA 153 NA NA 154 1 0.658422 155 1 0.754705 156 1 0.544724 157 1 0.633578 158 NA NA 159 1 0.824331 160 1 0.656322 161 NA NA 162 1 0.793618 163 NA NA 164 1 0.594842 165 1 0.506420 166 NA NA 167 1 0.323378 168 NA NA 169 1 0.985403 170 1 0.085919 171 NA NA 172 1 0.871246 173 1 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1493 NA NA 1494 1 0.863999 1495 1 0.691724 1496 1 0.140296 1497 NA NA 1498 1 0.518295 1499 1 0.601503 1500 NA NA attr(,"assign") [1] 0 1 > mfTestTobit5SMl <- model.frame( testTobit5SMl ) > print( mfTestTobit5SMl ) ys xs yo1 xo1 yo2 1 TRUE 0.940378 -0.32981 0.080371 -0.588277 2 TRUE 0.996766 1.52444 0.673625 -0.254995 3 TRUE 0.232910 1.67686 0.664986 0.981047 4 TRUE 0.141901 2.09772 0.918459 1.534325 5 FALSE 0.066297 -1.20329 0.588963 0.314980 6 TRUE 0.732845 0.93562 0.703013 1.576727 7 TRUE 0.285429 1.41362 0.249974 1.682253 8 TRUE 0.719488 -0.02330 0.081948 -0.718573 9 TRUE 0.017669 1.13341 0.905615 0.359032 10 FALSE 0.173206 -0.23484 0.787196 0.633595 11 TRUE 0.702198 1.09429 0.370931 1.309060 12 FALSE 0.740287 -0.28893 0.972414 -0.563805 13 TRUE 0.947135 0.22329 0.160174 1.223630 14 TRUE 0.722044 0.82747 0.641817 -0.104047 16 TRUE 0.291032 1.09341 0.941761 1.596129 17 TRUE 0.969695 0.90062 0.131011 1.312811 18 FALSE 0.098262 -0.13047 0.228383 -0.315836 19 TRUE 0.324276 2.85568 0.621499 1.079472 20 FALSE 0.139561 0.25470 0.366665 0.743411 21 TRUE 0.748326 1.51123 0.115928 1.264508 23 FALSE 0.099745 1.23255 0.926547 0.558627 24 TRUE 0.838674 2.14915 0.852731 0.793452 25 TRUE 0.345794 -0.15021 0.650539 -1.235079 26 TRUE 0.177999 0.35400 0.563463 0.834656 27 TRUE 0.452815 0.24412 0.845542 -0.390014 28 TRUE 0.439201 0.63131 0.179993 -0.224162 29 TRUE 0.169229 1.75858 0.881774 1.818442 30 TRUE 0.785529 0.27151 0.051563 1.115474 31 TRUE 0.662260 1.15223 0.121290 2.229381 32 TRUE 0.805095 2.31330 0.509903 1.998936 33 FALSE 0.457323 -1.15798 0.309324 -1.134062 34 FALSE 0.620620 0.18364 0.916819 0.087577 35 FALSE 0.382501 -0.16859 0.356571 0.175380 36 TRUE 0.886395 2.64938 0.903951 1.620513 37 TRUE 0.621632 1.78033 0.401681 0.909923 38 TRUE 0.955861 1.58703 0.848532 -0.121207 39 TRUE 0.600515 0.22211 0.737728 0.391302 40 TRUE 0.537875 1.04350 0.836665 0.475661 41 TRUE 0.570037 1.60831 0.840634 0.601388 42 TRUE 0.930607 0.72257 0.692824 0.679886 43 FALSE 0.141259 0.44854 0.710824 0.175178 44 TRUE 0.438931 0.04365 0.328761 -0.391892 45 TRUE 0.541556 -0.31941 0.551048 0.009908 46 FALSE 0.538011 -0.64671 0.534891 -0.427750 47 FALSE 0.112718 -0.44234 0.483017 -1.384830 48 TRUE 0.500286 -0.53880 0.339114 -0.141485 49 FALSE 0.666943 -0.46955 0.116260 1.770586 50 FALSE 0.428879 -0.65972 0.840601 -1.432557 51 TRUE 0.013446 0.58609 0.461001 -0.138908 52 FALSE 0.550384 -1.52520 0.462248 -1.372005 53 TRUE 0.996900 0.60991 0.994965 -0.477813 54 TRUE 0.027496 1.76086 0.526522 0.407578 55 TRUE 0.604460 2.07648 0.992269 0.484502 56 TRUE 0.165352 1.09408 0.575798 -0.102192 57 TRUE 0.064376 1.43868 0.687363 2.440306 58 TRUE 0.368052 1.14653 0.744049 0.200445 59 TRUE 0.497989 0.98994 0.964950 1.155735 60 TRUE 0.006899 NA 0.448295 2.514687 61 FALSE 0.007317 0.89640 0.667671 0.436586 62 FALSE 0.445165 -0.35449 0.020494 0.387810 63 TRUE 0.617485 0.69127 0.683884 -0.298359 64 TRUE 0.972134 -0.03112 0.472471 0.604550 65 FALSE 0.011743 0.06751 0.113761 -0.271701 66 TRUE 0.649082 0.98165 0.640398 -0.431657 67 TRUE 0.336996 0.71884 0.699879 0.722235 68 TRUE 0.406869 2.80749 0.750910 1.189675 69 FALSE 0.451439 1.68789 0.645549 0.961943 70 TRUE 0.808970 0.42960 0.017808 1.100821 71 TRUE 0.352268 0.73602 0.593401 -0.071007 72 TRUE 0.852134 1.29030 0.759435 1.703314 73 FALSE 0.200599 -0.92360 0.067077 0.914987 74 FALSE 0.778180 -0.49609 0.930361 -0.029526 75 FALSE 0.752351 -0.29439 0.634161 -0.915920 76 TRUE 0.031971 0.83411 0.635526 -0.971309 77 TRUE 0.794290 0.16269 0.129139 0.135285 78 FALSE 0.123112 -1.00685 0.829984 0.152434 79 TRUE 0.052577 0.34846 0.298915 0.926361 80 TRUE 0.500265 0.86117 0.582147 0.950978 81 TRUE 0.463828 1.56520 0.301338 1.579884 82 TRUE 0.661522 0.46239 0.540051 -1.279106 83 FALSE 0.124168 0.28922 0.822821 0.323626 84 TRUE 0.158678 0.97957 0.230345 0.811245 85 TRUE 0.231713 0.91999 0.958270 0.797924 86 TRUE 0.906686 -0.98038 0.215997 0.706427 87 TRUE 0.806820 0.89112 0.772824 0.899044 88 TRUE 0.487297 -0.09996 0.085705 1.406913 89 TRUE 0.050978 1.33587 0.356087 0.326653 90 FALSE 0.462758 -0.29565 0.849496 -0.544589 91 TRUE 0.734857 0.35103 0.406772 0.143449 92 TRUE 0.772458 1.91711 0.111351 1.955444 93 FALSE 0.262671 -0.13088 0.816641 -0.897291 94 TRUE 0.776556 1.08370 0.405858 0.247108 95 TRUE 0.532561 0.35675 0.411560 -0.061699 96 FALSE 0.810920 -0.10398 0.681192 0.839136 97 TRUE 0.917404 1.27370 0.348216 0.139648 98 TRUE 0.094254 0.75164 0.767081 -0.722787 99 TRUE 0.550482 1.36689 0.128629 2.078230 100 TRUE 0.029125 0.47900 0.117589 0.215176 101 TRUE 0.217832 0.24524 0.074419 1.970999 102 TRUE 0.368814 2.47978 0.905697 2.094069 103 TRUE 0.817140 0.96261 0.752297 0.029012 105 FALSE 0.257971 -0.25459 0.519636 0.478906 106 TRUE 0.735204 0.28881 0.167466 0.868588 107 TRUE 0.918842 0.64145 0.531749 1.744679 108 TRUE 0.700928 0.89849 0.003724 -0.494260 109 TRUE 0.877539 0.96864 0.452718 0.805955 110 TRUE 0.672118 0.29941 0.718624 0.783481 111 FALSE 0.668057 -0.77493 0.768495 -0.594570 112 TRUE 0.591088 0.86578 0.228759 1.838340 113 TRUE 0.614621 NA 0.801410 0.779080 114 TRUE 0.837849 0.43167 0.406749 0.055425 115 FALSE 0.390967 -0.64144 0.111831 -1.266065 116 TRUE 0.792324 0.18203 0.216349 0.536330 117 TRUE 0.035097 2.81773 0.457306 2.695351 118 TRUE 0.629841 1.20585 0.605861 0.898077 119 TRUE 0.902201 1.20551 0.248063 0.383270 120 FALSE 0.298322 -0.78345 0.906493 0.034613 121 FALSE 0.530867 0.24409 0.688954 -0.198667 122 TRUE 0.723195 0.15918 0.342370 0.819016 123 TRUE 0.220478 1.53839 0.893691 0.140598 124 FALSE 0.292361 -0.30170 0.632697 -0.103794 125 FALSE 0.311523 0.09002 0.900051 -0.669373 126 TRUE 0.457497 0.29214 0.233545 0.236706 127 TRUE 0.161885 1.64814 0.086271 1.251204 128 TRUE 0.965960 0.08595 0.217532 0.206719 129 TRUE 0.511529 0.42660 0.486930 -1.666029 130 FALSE 0.724533 -0.80192 0.795617 -0.793706 131 TRUE 0.210829 1.62169 0.133614 1.642297 132 TRUE 0.879899 0.75232 0.947633 -0.240865 133 TRUE 0.002867 1.49558 0.846465 0.215232 134 TRUE 0.551908 2.32032 0.466720 3.156655 135 FALSE 0.432890 -0.08673 0.657443 -0.471874 136 FALSE 0.282310 0.05894 0.632654 0.534009 137 TRUE 0.035117 0.35711 0.293886 0.046763 138 TRUE 0.845707 1.54900 0.523243 0.478293 139 TRUE 0.410763 1.37105 0.917417 1.494132 141 TRUE 0.183622 0.24349 0.102122 0.893584 142 FALSE 0.259546 0.40778 0.388746 1.973322 143 FALSE 0.728944 -0.83244 0.820705 -0.553532 144 FALSE 0.591277 -1.15604 0.697603 0.723174 145 FALSE 0.502358 -0.39263 0.243730 1.004546 146 TRUE 0.857795 1.47407 0.860302 0.253221 147 TRUE 0.923149 NA 0.957859 -0.243703 148 TRUE 0.657964 1.51514 0.378741 1.526182 149 FALSE 0.453916 -1.90004 0.820755 -1.945595 150 TRUE 0.709034 -0.61793 0.074625 -1.827155 151 TRUE 0.039466 -0.06524 0.145988 -0.339209 152 FALSE 0.858497 -1.37840 0.580575 -0.464716 153 FALSE 0.499521 -1.22882 0.495721 -1.110696 154 TRUE 0.090665 1.18252 0.658422 2.901252 155 TRUE 0.850819 1.87691 0.754705 0.826597 156 TRUE 0.689029 0.29482 0.544724 1.070891 157 TRUE 0.437081 2.03827 0.633578 0.663414 158 FALSE 0.592242 -0.52026 0.272615 0.311479 159 TRUE 0.704752 0.55214 0.824331 1.168959 160 TRUE 0.009957 1.73530 0.656322 0.480774 161 FALSE 0.480451 -1.05721 0.202298 -0.272178 162 TRUE 0.455315 3.20896 0.793618 3.517176 163 FALSE 0.623701 -0.85834 0.634375 -1.696511 164 TRUE 0.300493 0.62560 0.594842 1.957383 165 TRUE 0.682751 1.22755 0.506420 3.913813 166 FALSE 0.928955 0.11514 0.749397 -1.069380 167 TRUE 0.380810 -0.18392 0.323378 0.146450 168 FALSE 0.475343 -0.61310 0.494405 0.466214 169 TRUE 0.194479 2.39401 0.985403 0.191814 170 TRUE 0.586432 0.58004 0.085919 -0.412581 171 FALSE 0.057750 -2.12519 0.204142 -1.243636 172 TRUE 0.881460 0.63442 0.871246 0.967615 173 TRUE 0.252725 0.51799 0.535561 0.464382 174 TRUE 0.389700 0.62348 0.528190 0.517435 175 TRUE 0.712881 0.13874 0.437256 -0.139890 176 FALSE 0.894507 -0.12888 0.515132 1.313994 177 TRUE 0.970073 0.81190 0.686178 -0.677435 178 TRUE 0.271287 0.54572 0.011030 0.084257 179 TRUE 0.553040 0.34230 0.037950 1.262858 180 TRUE 0.057501 1.21802 0.160746 0.345138 181 FALSE 0.063626 0.99034 0.770836 0.703408 182 TRUE 0.749837 1.65760 0.598686 1.179390 183 FALSE 0.731740 -0.22187 0.328624 -1.215554 184 TRUE 0.055517 0.68269 0.143248 0.245980 185 FALSE 0.123574 0.09415 0.545318 1.157775 186 FALSE 0.201385 -1.80258 0.236158 0.000549 187 FALSE 0.438755 -0.22101 0.795837 -1.175396 188 TRUE 0.996189 0.62382 0.234558 -0.003724 189 TRUE 0.656323 0.90401 0.396968 0.265766 190 TRUE 0.283220 -0.26072 0.071800 1.197039 191 TRUE 0.699290 0.63608 0.228120 0.861588 192 TRUE 0.899405 1.36913 0.640432 1.936136 193 TRUE 0.579102 2.27336 0.896748 -0.566261 194 FALSE 0.779275 -0.86536 0.799020 -0.180135 195 TRUE 0.372658 2.50166 0.191269 1.538250 196 TRUE 0.632594 1.17780 0.711364 1.367308 197 TRUE 0.217653 0.27854 0.785802 -0.129873 198 TRUE 0.833188 1.24071 0.475879 -0.429435 199 FALSE 0.836883 -0.34839 0.345069 -0.581578 200 TRUE 0.328749 0.43579 0.143620 -0.404283 201 TRUE 0.265813 2.08771 0.894885 1.733732 202 TRUE 0.547148 0.19073 0.347284 -0.473015 203 FALSE 0.076999 -0.07525 0.302683 2.492595 204 TRUE 0.133506 0.44958 0.108090 1.009886 205 TRUE 0.549124 0.00548 0.574168 2.428672 206 TRUE 0.967771 -0.39187 0.577509 -0.901507 207 FALSE 0.282188 -0.19441 0.205784 0.108856 208 TRUE 0.334846 1.48981 0.457520 2.353149 209 TRUE 0.539449 -0.26729 0.067628 0.891541 210 TRUE 0.441803 0.63943 0.636804 1.229243 211 FALSE 0.869821 -0.44653 0.805046 -0.333944 212 FALSE 0.553436 -1.01946 0.444929 -0.950515 213 TRUE 0.532861 1.30375 0.837293 0.192693 214 TRUE 0.883538 -1.22143 0.559724 -0.606100 215 TRUE 0.557134 0.51525 0.694142 0.920491 216 FALSE 0.066122 -0.38337 0.273154 -1.663477 217 FALSE 0.258768 0.59110 0.946393 0.138342 218 TRUE 0.550905 0.65767 0.004483 -0.837842 219 FALSE 0.796403 -1.94890 0.301805 -0.778360 220 TRUE 0.145013 -0.02514 0.391767 0.820416 221 TRUE 0.486209 1.26397 0.543534 -0.333080 222 FALSE 0.707381 -1.34952 0.674851 -0.981732 223 TRUE 0.944007 -0.08336 0.024898 0.262528 224 TRUE 0.826960 0.87803 0.357334 2.161814 225 FALSE 0.383630 -1.14249 0.144678 0.937737 226 FALSE 0.323171 -1.22008 0.578039 -1.200208 227 TRUE 0.907333 -0.36917 0.025107 1.487346 228 FALSE 0.056447 0.35511 0.753271 0.559818 230 TRUE 0.904405 2.24430 0.788402 -0.176061 231 TRUE 0.198231 0.79642 0.940818 -1.432749 232 TRUE 0.835608 0.07319 0.045633 0.733969 233 FALSE 0.628063 -0.17955 0.415334 1.204331 234 TRUE 0.578858 0.51720 0.685085 1.923713 235 FALSE 0.072209 0.10857 0.485945 -0.963744 236 FALSE 0.283379 -1.39978 0.643130 -0.668279 237 TRUE 0.889372 3.04635 0.481557 2.546637 238 TRUE 0.162274 0.34595 0.222487 -0.500850 239 FALSE 0.432173 -1.98091 0.230843 -0.051459 240 TRUE 0.755494 1.50110 0.232371 1.765793 241 TRUE 0.371829 0.72930 0.613104 1.740585 242 FALSE 0.179435 -0.46792 0.342464 0.035249 243 FALSE 0.676957 0.98597 0.921571 0.614892 244 FALSE 0.343576 0.49126 0.802154 1.127400 245 FALSE 0.335259 -0.55339 0.667262 0.321152 246 TRUE 0.945975 0.53990 0.078283 0.056269 247 TRUE 0.712469 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0.486814 -0.769911 1298 FALSE 0.821646 0.74415 0.935924 -0.201009 1299 FALSE 0.113951 0.56702 0.004591 0.682345 1300 TRUE 0.312970 0.85812 0.586030 1.796346 1301 TRUE 0.090881 0.95272 0.494658 1.247534 1302 TRUE 0.972713 1.95586 0.936548 1.715712 1303 TRUE 0.852674 1.39449 0.815401 0.752890 1304 TRUE 0.498993 0.79182 0.889332 -0.301581 1305 TRUE 0.274404 -0.01546 0.195681 -0.422306 1306 FALSE 0.291714 -0.56500 0.516383 -0.734473 1307 FALSE 0.053610 -1.60756 0.000613 -0.771064 1308 FALSE 0.970455 0.17679 0.898842 -0.039393 1309 TRUE 0.577010 0.72394 0.440624 2.681459 1310 TRUE 0.498106 0.45993 0.259934 0.610303 1311 FALSE 0.682937 -0.98399 0.358761 -0.573933 1312 TRUE 0.549529 -0.56218 0.501154 -0.930483 1313 TRUE 0.488947 1.17307 0.555741 0.519321 1314 TRUE 0.577505 0.54101 0.565812 0.756422 1315 TRUE 0.839718 2.39525 0.623845 1.499494 1316 TRUE 0.056195 1.19649 0.945470 1.771380 1317 TRUE 0.799571 1.42655 0.580717 1.723143 1318 TRUE 0.349967 -0.18801 0.076765 -0.255068 1319 TRUE 0.240423 -0.17030 0.014710 0.746647 1320 TRUE 0.465402 1.57719 0.623993 1.440250 1321 TRUE 0.580549 0.13736 0.084326 0.984608 1322 TRUE 0.240043 0.99282 0.079004 2.985525 1323 TRUE 0.186324 1.11251 0.239922 1.605378 1324 TRUE 0.696716 -0.53349 0.332181 -0.634720 1325 TRUE 0.946349 0.90893 0.959462 -0.653413 1326 FALSE 0.451978 -0.98736 0.292060 0.946459 1327 FALSE 0.246107 0.31388 0.777456 0.993071 1328 FALSE 0.197000 -0.24391 0.744784 -0.028420 1329 FALSE 0.820084 -1.23582 0.497182 -0.618810 1330 FALSE 0.711902 0.16868 0.997163 0.253002 1331 TRUE 0.441898 1.04742 0.895886 0.062675 1332 TRUE 0.084881 1.80368 0.687452 1.085848 1333 TRUE 0.221731 0.95614 0.606368 0.357291 1334 FALSE 0.186511 -0.38127 0.788252 0.310465 1335 FALSE 0.484718 -0.45419 0.926405 -1.267440 1336 TRUE 0.374678 0.28857 0.672230 1.842658 1337 TRUE 0.709196 2.12261 0.428496 0.083797 1338 FALSE 0.530020 -0.62514 0.053827 0.744048 1339 TRUE 0.414721 0.41875 0.719626 0.019550 1340 TRUE 0.286314 1.41447 0.941174 0.457489 1341 FALSE 0.582170 -0.15149 0.886531 -0.144538 1342 FALSE 0.039094 -0.40727 0.572588 0.445673 1343 TRUE 0.404533 1.63799 0.834026 -0.247355 1344 FALSE 0.453624 -1.06849 0.462375 0.289882 1345 TRUE 0.705486 2.34002 0.564500 0.673129 1346 TRUE 0.886801 0.97265 0.342394 1.423683 1347 TRUE 0.988835 0.70663 0.372528 0.997746 1348 FALSE 0.000715 1.24406 0.373092 0.838612 1349 TRUE 0.779501 2.34554 0.431271 1.466363 1350 TRUE 0.749092 1.20020 0.128184 0.150872 1351 TRUE 0.413512 -0.04087 0.274300 0.386979 1352 FALSE 0.854451 -0.74837 0.587468 -1.008830 1353 TRUE 0.290469 0.76436 0.108077 0.309922 1354 FALSE 0.583116 -0.27630 0.237508 1.439421 1355 FALSE 0.901191 -0.97288 0.152003 -1.024560 1356 TRUE 0.492400 2.55634 0.822742 1.938830 1357 FALSE 0.725204 -0.34617 0.418503 0.013124 1358 TRUE 0.919770 1.57981 0.777685 0.279845 1359 TRUE 0.624325 0.80528 0.062669 1.153775 1360 FALSE 0.519264 -0.61628 0.148380 0.220156 1361 FALSE 0.288578 0.88140 0.733464 1.133791 1362 FALSE 0.002466 -0.41902 0.140016 -0.943177 1363 TRUE 0.968735 1.30711 0.937804 1.842527 1364 TRUE 0.770434 0.38964 0.198983 0.352066 1365 TRUE 0.633179 0.80661 0.156999 1.434097 1366 TRUE 0.894337 0.63688 0.691160 -0.761830 1367 FALSE 0.296609 0.35447 0.761610 0.306452 1368 TRUE 0.802685 -0.64331 0.125086 0.327753 1369 FALSE 0.141017 0.09192 0.754365 0.882871 1370 TRUE 0.692168 1.32827 0.832578 0.625428 1371 TRUE 0.845080 0.57095 0.360937 1.193675 1372 TRUE 0.678251 -0.75420 0.502293 0.456378 1373 FALSE 0.709726 -1.75627 0.605000 -1.087629 1374 FALSE 0.645901 -0.18733 0.733934 -1.086461 1375 FALSE 0.965203 -0.20722 0.806091 -1.173751 1376 TRUE 0.710520 1.11517 0.922509 1.513772 1377 FALSE 0.870480 -0.71382 0.828013 0.005185 1378 TRUE 0.909245 1.85927 0.968256 1.836632 1379 TRUE 0.078937 0.17055 0.717292 0.217751 1380 TRUE 0.117879 1.77493 0.803781 0.924915 1381 TRUE 0.781208 1.76735 0.823929 -0.130047 1382 TRUE 0.497808 3.44914 0.744819 1.092484 1383 TRUE 0.182946 -0.03057 0.512284 -0.420488 1384 TRUE 0.672435 -0.36478 0.392065 2.153406 1385 TRUE 0.560286 0.51644 0.351115 2.011920 1386 TRUE 0.804093 0.50972 0.722496 0.706546 1387 TRUE 0.317322 0.76002 0.666639 -0.290721 1388 FALSE 0.092444 -0.04207 0.961448 -0.538814 1389 FALSE 0.465409 -0.59968 0.778547 0.208264 1390 TRUE 0.260287 1.16228 0.588089 -0.062972 1391 TRUE 0.611302 0.97885 0.539736 2.085387 1392 TRUE 0.003955 0.88004 0.672702 1.900933 1393 TRUE 0.809207 0.22020 0.146714 1.750198 1394 FALSE 0.600986 -0.75899 0.675277 -0.128354 1395 TRUE 0.686211 0.51697 0.354149 1.317912 1396 TRUE 0.376664 1.32558 0.621028 2.515210 1397 FALSE 0.366566 -1.11753 0.805050 0.135737 1398 TRUE 0.248724 1.12564 0.717421 1.301018 1399 FALSE 0.277661 0.10948 0.857835 0.557547 1400 TRUE 0.443706 0.55504 0.813774 -0.264157 1401 FALSE 0.676450 -0.49557 0.062082 -1.278177 1402 FALSE 0.888699 0.09347 0.636242 0.202372 1403 TRUE 0.950151 0.73402 0.318502 0.261122 1404 TRUE 0.916997 0.50496 0.470941 2.246807 1405 TRUE 0.905190 2.14452 0.482949 1.377751 1406 TRUE 0.356233 1.36278 0.010221 1.732142 1407 FALSE 0.569793 -0.83691 0.705400 0.976788 1408 TRUE 0.115650 0.76295 0.659827 1.279935 1409 FALSE 0.241869 -0.79773 0.122397 -0.296539 1410 FALSE 0.143181 -0.64223 0.505608 0.065476 1411 TRUE 0.808959 1.35097 0.978154 1.255579 1412 FALSE 0.808761 -1.52057 0.181939 -0.491426 1413 TRUE 0.214478 1.08937 0.683706 1.511119 1414 TRUE 0.141958 0.86687 0.686805 -0.065539 1415 TRUE 0.709703 1.14954 0.890758 0.799576 1416 TRUE 0.631485 1.55147 0.124568 3.264032 1417 TRUE 0.629500 0.92326 0.363441 0.649434 1418 TRUE 0.864516 1.86221 0.459114 2.401625 1419 FALSE 0.206856 -0.78091 0.373274 -1.151974 1420 FALSE 0.728507 -0.52394 0.275331 0.843077 1421 FALSE 0.137940 -2.76890 0.712896 -1.334003 1422 TRUE 0.368744 1.19680 0.861716 -0.284960 1423 TRUE 0.329919 1.65830 0.914811 1.393372 1424 FALSE 0.518932 -0.35665 0.808703 -1.220872 1425 FALSE 0.427311 -0.63204 0.785204 -1.094446 1426 TRUE 0.914699 0.59199 0.990392 0.490656 1427 TRUE 0.924724 0.20823 0.315222 0.993061 1428 TRUE 0.614107 0.92270 0.983260 0.401320 1429 FALSE 0.545927 -0.00746 0.595317 -0.792302 1430 FALSE 0.065929 0.41081 0.905435 -0.234980 1431 TRUE 0.411665 2.21855 0.700302 2.708806 1432 TRUE 0.977828 0.07353 0.984303 -0.531088 1433 TRUE 0.196845 2.20107 0.455398 0.586463 1434 TRUE 0.367116 1.49551 0.933252 1.579222 1435 TRUE 0.862761 1.01331 0.871853 0.487770 1436 FALSE 0.200715 0.39460 0.137621 0.364488 1437 FALSE 0.571907 -0.09950 0.923248 2.182394 1438 TRUE 0.429323 2.20540 0.912557 1.972019 1439 TRUE 0.258470 -0.11917 0.415203 0.917472 1440 TRUE 0.717571 0.82490 0.352363 -0.033292 1441 TRUE 0.618956 2.17477 0.913001 0.602604 1442 TRUE 0.961282 -0.70986 0.629527 -0.695427 1443 FALSE 0.176601 -0.92566 0.170470 -1.665718 1444 TRUE 0.637128 -0.31739 0.252019 -0.546507 1445 FALSE 0.329653 0.02710 0.242586 1.197728 1446 TRUE 0.750999 1.29589 0.214960 1.610614 1447 TRUE 0.354767 1.74698 0.954868 1.089174 1448 FALSE 0.025192 -0.52178 0.372123 0.022193 1449 TRUE 0.206765 1.09985 0.322988 1.341425 1450 FALSE 0.422789 0.06426 0.840424 -0.249129 1451 TRUE 0.281955 0.64712 0.283980 -0.170993 1452 TRUE 0.594188 1.05213 0.262765 1.472252 1453 TRUE 0.844731 1.16263 0.855562 0.300360 1454 TRUE 0.965143 -0.26372 0.051291 0.985816 1455 TRUE 0.526353 1.20766 0.957146 1.475253 1456 FALSE 0.342590 0.56189 0.907777 1.201369 1457 TRUE 0.026799 0.55707 0.829055 -0.428916 1458 TRUE 0.508971 -0.07645 0.362518 0.705360 1459 TRUE 0.235728 0.33543 0.007859 1.126933 1460 TRUE 0.769041 0.90857 0.390910 0.822949 1461 TRUE 0.636815 0.95547 0.831863 1.523080 1462 FALSE 0.538696 -0.89623 0.089229 -1.226492 1463 FALSE 0.669907 1.00341 0.688895 1.497237 1464 TRUE 0.880363 1.58684 0.595531 0.179383 1465 TRUE 0.067110 2.14440 0.698695 0.410983 1466 TRUE 0.635072 0.16057 0.003330 -0.993149 1467 TRUE 0.518343 0.85333 0.706788 0.122422 1468 TRUE 0.860376 0.64557 0.559464 0.827393 1469 FALSE 0.253344 -1.03833 0.056370 -0.831977 1470 FALSE 0.143078 -0.44679 0.816621 0.588247 1471 FALSE 0.362465 -0.72489 0.486508 -0.379036 1472 TRUE 0.695813 1.47004 0.574759 0.316951 1473 FALSE 0.194605 0.96701 0.814738 -0.676104 1474 TRUE 0.865168 0.49069 0.484224 0.716622 1475 TRUE 0.741477 1.21822 0.118498 1.889620 1476 TRUE 0.801858 0.77723 0.839412 0.968213 1477 TRUE 0.239092 -0.06203 0.044084 0.228544 1478 TRUE 0.525728 NA 0.860585 2.288715 1479 TRUE 0.344699 0.35327 0.403101 0.466768 1480 TRUE 0.840987 1.17746 0.748245 1.329952 1481 TRUE 0.558285 0.20332 0.462135 1.295745 1482 FALSE 0.856468 0.15958 0.395520 -0.215275 1483 FALSE 0.983418 -0.95166 0.311166 0.307575 1484 TRUE 0.503827 1.08087 0.125349 -0.958772 1485 TRUE 0.465052 0.08795 0.326303 0.420843 1486 TRUE 0.111071 1.04352 0.796262 0.963804 1487 FALSE 0.071202 -0.37635 0.408652 1.072289 1488 FALSE 0.989879 -1.45382 0.271385 -0.305570 1489 TRUE 0.742690 0.33226 0.635074 1.946124 1490 TRUE 0.823051 0.37187 0.958827 -0.578916 1491 TRUE 0.810450 0.24964 0.116714 -0.264067 1492 TRUE 0.590752 -0.18449 0.016712 0.073934 1493 FALSE 0.831272 -0.37673 0.370192 0.837734 1494 TRUE 0.618295 1.70988 0.863999 2.008480 1495 TRUE 0.224539 0.74075 0.691724 1.137646 1496 TRUE 0.195654 0.50005 0.140296 0.764183 1497 FALSE 0.268800 -0.27170 0.431138 0.520238 1498 TRUE 0.547224 1.60561 0.518295 1.733524 1499 TRUE 0.203628 2.00910 0.601503 1.558380 1500 FALSE 0.450685 -0.72721 0.336864 -0.330969 > logLik( testTobit5SMl ) 'log Lik.' -2821 (df=10) > > ## ---------- factors as dependent variable (from Achim Zeileis) ---------- > ## it should not matter at all as the underlying models remain binary equivalent > ## However, as the estimation previously did not work with a dependent "factor" > ## variable, these tests should avoid that this problem occurs again > ### 2-step estimation > testTobit5FacTwoStep <- selection( factor( ys ) ~ xs, + list( yo1 ~ xo1, yo2 ~ xo2 ), method = "2step", data = t5Dat ) > all.equal( testTobit5FacTwoStep[ -c( 1, 8, 9 ) ], testTobit5TwoStep[ -c( 1, 8, 9 ) ] ) [1] TRUE > ## use yes/no as the outcome variable > testTobit5YesTwoStep <- selection( factor( ys, labels = c( "no", "yes" ) ) ~ xs, + list( yo1 ~ xo1, yo2 ~ xo2 ), method = "2step", data = t5Dat ) > all.equal( testTobit5YesTwoStep[ -c( 1, 8, 9, 17 ) ], + testTobit5TwoStep[ -c( 1, 8, 9, 17 ) ] ) [1] TRUE > all.equal( testTobit5YesTwoStep$param[ -c( 12 ) ], + testTobit5TwoStep$param[ -c( 12 ) ] ) [1] TRUE > ### ML estimation > testTobit5FacMl <- selection( factor( ys ) ~ xs, + list( yo1 ~ xo1, yo2 ~ xo2 ), data = t5Dat ) > all.equal( testTobit5FacMl[ -c( 13, 16, 19, 20 ) ], + testTobit5Ml[ -c( 13, 16, 19, 20 ) ] ) [1] TRUE > testTobit5YesMl <- selection( factor( ys, labels = c( "no", "yes" ) ) ~ xs, + list( yo1 ~ xo1, yo2 ~ xo2 ), data = t5Dat ) > all.equal( testTobit5YesMl[ -c( 13, 16, 18, 19, 20 ) ], + testTobit5Ml[ -c( 13, 16, 18, 19, 20 ) ] ) [1] TRUE > all.equal( testTobit5YesMl$param[ -c( 10 ) ], testTobit5Ml$param[ -c( 10 ) ] ) [1] TRUE > > # with pre-defined list of outcome equations (works since revision 1420) > oList <- list( yo1 ~ xo1, yo2 ~ xo2 ) > testTobit5LiTwoStep <- selection( ys ~ xs, oList, method = "2step", + data = t5Dat ) > all.equal( testTobit5LiTwoStep[ -c( 1, 8 ) ], testTobit5TwoStep[ -c( 1, 8 ) ] ) [1] TRUE > testTobit5LiFacTwoStep <- selection( factor( ys ) ~ xs, oList, method = "2step", + data = t5Dat ) > all.equal( testTobit5LiFacTwoStep[ -c( 1, 8 ) ], testTobit5FacTwoStep[ -c( 1, 8 ) ] ) [1] TRUE > testTobit5LiYesTwoStep <- selection( factor( ys, labels = c( "no", "yes" ) ) + ~ xs, oList, method = "2step", data = t5Dat ) > all.equal( testTobit5LiYesTwoStep[ -c( 1, 8 ) ], testTobit5YesTwoStep[ -c( 1, 8 ) ] ) [1] TRUE > > testTobit5LiMl <- selection( ys ~ xs, oList, data = t5Dat ) > all.equal( testTobit5LiMl[ -c( 13, 16, 19 ) ], testTobit5Ml[ -c( 13, 16, 19 ) ] ) [1] TRUE > testTobit5LiFacMl <- selection( factor( ys ) ~ xs, oList, data = t5Dat ) > all.equal( testTobit5LiFacMl[ -c( 13, 16, 19 ) ], testTobit5FacMl[ -c( 13, 16, 19 ) ] ) [1] TRUE > testTobit5LiYesMl <- selection( factor( ys, labels = c( "no", "yes" ) ) + ~ xs, oList, data = t5Dat ) > all.equal( testTobit5LiYesMl[ -c( 13, 16, 19 ) ], testTobit5YesMl[ -c( 13, 16, 19 ) ] ) [1] TRUE > > # return just the model.frame > selection( factor( ys ) ~ xs, list( yo1 ~ xo1, yo2 ~ xo2 ), + method = "model.frame", data = t5Dat ) factor(ys) xs yo1 xo1 yo2 xo2 1 TRUE 0.940378 -0.32981 0.080371 -0.588277 0.26802 2 TRUE 0.996766 1.52444 0.673625 -0.254995 0.10178 3 TRUE 0.232910 1.67686 0.664986 0.981047 0.13362 4 TRUE 0.141901 2.09772 0.918459 1.534325 0.79935 5 FALSE 0.066297 -1.20329 0.588963 0.314980 0.01499 6 TRUE 0.732845 0.93562 0.703013 1.576727 0.70541 7 TRUE 0.285429 1.41362 0.249974 1.682253 0.48751 8 TRUE 0.719488 -0.02330 0.081948 -0.718573 0.96911 9 TRUE 0.017669 1.13341 0.905615 0.359032 0.39728 10 FALSE 0.173206 -0.23484 0.787196 0.633595 0.67167 11 TRUE 0.702198 1.09429 0.370931 1.309060 0.70348 12 FALSE 0.740287 -0.28893 0.972414 -0.563805 0.22813 13 TRUE 0.947135 0.22329 0.160174 1.223630 0.28793 14 TRUE 0.722044 0.82747 0.641817 -0.104047 0.02791 16 TRUE 0.291032 1.09341 0.941761 1.596129 0.91308 17 TRUE 0.969695 0.90062 0.131011 1.312811 0.71111 18 FALSE 0.098262 -0.13047 0.228383 -0.315836 0.76813 19 TRUE 0.324276 2.85568 0.621499 1.079472 0.57363 20 FALSE 0.139561 0.25470 0.366665 0.743411 0.91637 21 TRUE 0.748326 1.51123 0.115928 1.264508 0.14931 23 FALSE 0.099745 1.23255 0.926547 0.558627 0.35816 24 TRUE 0.838674 2.14915 0.852731 0.793452 0.88972 25 TRUE 0.345794 -0.15021 0.650539 -1.235079 0.08427 26 TRUE 0.177999 0.35400 0.563463 0.834656 0.90163 27 TRUE 0.452815 0.24412 0.845542 -0.390014 0.29616 28 TRUE 0.439201 0.63131 0.179993 -0.224162 0.89583 29 TRUE 0.169229 1.75858 0.881774 1.818442 0.60828 30 TRUE 0.785529 0.27151 0.051563 1.115474 0.82045 31 TRUE 0.662260 1.15223 0.121290 2.229381 0.90586 32 TRUE 0.805095 2.31330 0.509903 1.998936 0.88362 33 FALSE 0.457323 -1.15798 0.309324 -1.134062 0.43231 34 FALSE 0.620620 0.18364 0.916819 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FALSE 0.571907 -0.09950 0.923248 2.182394 0.75640 1438 TRUE 0.429323 2.20540 0.912557 1.972019 0.03375 1439 TRUE 0.258470 -0.11917 0.415203 0.917472 0.69376 1440 TRUE 0.717571 0.82490 0.352363 -0.033292 0.10639 1441 TRUE 0.618956 2.17477 0.913001 0.602604 0.34624 1442 TRUE 0.961282 -0.70986 0.629527 -0.695427 0.29197 1443 FALSE 0.176601 -0.92566 0.170470 -1.665718 0.72995 1444 TRUE 0.637128 -0.31739 0.252019 -0.546507 0.16566 1445 FALSE 0.329653 0.02710 0.242586 1.197728 0.40772 1446 TRUE 0.750999 1.29589 0.214960 1.610614 0.23031 1447 TRUE 0.354767 1.74698 0.954868 1.089174 0.82880 1448 FALSE 0.025192 -0.52178 0.372123 0.022193 0.47784 1449 TRUE 0.206765 1.09985 0.322988 1.341425 0.49788 1450 FALSE 0.422789 0.06426 0.840424 -0.249129 0.19260 1451 TRUE 0.281955 0.64712 0.283980 -0.170993 0.61710 1452 TRUE 0.594188 1.05213 0.262765 1.472252 0.89604 1453 TRUE 0.844731 1.16263 0.855562 0.300360 0.44029 1454 TRUE 0.965143 -0.26372 0.051291 0.985816 0.01885 1455 TRUE 0.526353 1.20766 0.957146 1.475253 0.25717 1456 FALSE 0.342590 0.56189 0.907777 1.201369 0.85604 1457 TRUE 0.026799 0.55707 0.829055 -0.428916 0.51268 1458 TRUE 0.508971 -0.07645 0.362518 0.705360 0.85304 1459 TRUE 0.235728 0.33543 0.007859 1.126933 0.85814 1460 TRUE 0.769041 0.90857 0.390910 0.822949 0.11205 1461 TRUE 0.636815 0.95547 0.831863 1.523080 0.38859 1462 FALSE 0.538696 -0.89623 0.089229 -1.226492 0.87347 1463 FALSE 0.669907 1.00341 0.688895 1.497237 0.98237 1464 TRUE 0.880363 1.58684 0.595531 0.179383 0.02120 1465 TRUE 0.067110 2.14440 0.698695 0.410983 0.34866 1466 TRUE 0.635072 0.16057 0.003330 -0.993149 0.12785 1467 TRUE 0.518343 0.85333 0.706788 0.122422 0.77201 1468 TRUE 0.860376 0.64557 0.559464 0.827393 0.33682 1469 FALSE 0.253344 -1.03833 0.056370 -0.831977 0.41547 1470 FALSE 0.143078 -0.44679 0.816621 0.588247 0.88608 1471 FALSE 0.362465 -0.72489 0.486508 -0.379036 0.91165 1472 TRUE 0.695813 1.47004 0.574759 0.316951 0.25211 1473 FALSE 0.194605 0.96701 0.814738 -0.676104 0.41276 1474 TRUE 0.865168 0.49069 0.484224 0.716622 0.13353 1475 TRUE 0.741477 1.21822 0.118498 1.889620 0.35651 1476 TRUE 0.801858 0.77723 0.839412 0.968213 0.22174 1477 TRUE 0.239092 -0.06203 0.044084 0.228544 0.23971 1478 TRUE 0.525728 NA 0.860585 2.288715 0.91167 1479 TRUE 0.344699 0.35327 0.403101 0.466768 0.26354 1480 TRUE 0.840987 1.17746 0.748245 1.329952 0.83768 1481 TRUE 0.558285 0.20332 0.462135 1.295745 0.98786 1482 FALSE 0.856468 0.15958 0.395520 -0.215275 0.08407 1483 FALSE 0.983418 -0.95166 0.311166 0.307575 0.67087 1484 TRUE 0.503827 1.08087 0.125349 -0.958772 0.10474 1485 TRUE 0.465052 0.08795 0.326303 0.420843 0.11077 1486 TRUE 0.111071 1.04352 0.796262 0.963804 0.34029 1487 FALSE 0.071202 -0.37635 0.408652 1.072289 0.10866 1488 FALSE 0.989879 -1.45382 0.271385 -0.305570 0.37024 1489 TRUE 0.742690 0.33226 0.635074 1.946124 0.14331 1490 TRUE 0.823051 0.37187 0.958827 -0.578916 0.53715 1491 TRUE 0.810450 0.24964 0.116714 -0.264067 0.03104 1492 TRUE 0.590752 -0.18449 0.016712 0.073934 0.23502 1493 FALSE 0.831272 -0.37673 0.370192 0.837734 0.03306 1494 TRUE 0.618295 1.70988 0.863999 2.008480 0.93047 1495 TRUE 0.224539 0.74075 0.691724 1.137646 0.77792 1496 TRUE 0.195654 0.50005 0.140296 0.764183 0.42659 1497 FALSE 0.268800 -0.27170 0.431138 0.520238 0.77224 1498 TRUE 0.547224 1.60561 0.518295 1.733524 0.44160 1499 TRUE 0.203628 2.00910 0.601503 1.558380 0.81762 1500 FALSE 0.450685 -0.72721 0.336864 -0.330969 0.57413 > selection( factor( ys, labels = c( "no", "yes" ) ) ~ xs, + list( yo1 ~ xo1, yo2 ~ xo2 ), method="model.frame", data = t5Dat ) factor(ys, labels = c("no", "yes")) xs yo1 xo1 yo2 1 yes 0.940378 -0.32981 0.080371 -0.588277 2 yes 0.996766 1.52444 0.673625 -0.254995 3 yes 0.232910 1.67686 0.664986 0.981047 4 yes 0.141901 2.09772 0.918459 1.534325 5 no 0.066297 -1.20329 0.588963 0.314980 6 yes 0.732845 0.93562 0.703013 1.576727 7 yes 0.285429 1.41362 0.249974 1.682253 8 yes 0.719488 -0.02330 0.081948 -0.718573 9 yes 0.017669 1.13341 0.905615 0.359032 10 no 0.173206 -0.23484 0.787196 0.633595 11 yes 0.702198 1.09429 0.370931 1.309060 12 no 0.740287 -0.28893 0.972414 -0.563805 13 yes 0.947135 0.22329 0.160174 1.223630 14 yes 0.722044 0.82747 0.641817 -0.104047 16 yes 0.291032 1.09341 0.941761 1.596129 17 yes 0.969695 0.90062 0.131011 1.312811 18 no 0.098262 -0.13047 0.228383 -0.315836 19 yes 0.324276 2.85568 0.621499 1.079472 20 no 0.139561 0.25470 0.366665 0.743411 21 yes 0.748326 1.51123 0.115928 1.264508 23 no 0.099745 1.23255 0.926547 0.558627 24 yes 0.838674 2.14915 0.852731 0.793452 25 yes 0.345794 -0.15021 0.650539 -1.235079 26 yes 0.177999 0.35400 0.563463 0.834656 27 yes 0.452815 0.24412 0.845542 -0.390014 28 yes 0.439201 0.63131 0.179993 -0.224162 29 yes 0.169229 1.75858 0.881774 1.818442 30 yes 0.785529 0.27151 0.051563 1.115474 31 yes 0.662260 1.15223 0.121290 2.229381 32 yes 0.805095 2.31330 0.509903 1.998936 33 no 0.457323 -1.15798 0.309324 -1.134062 34 no 0.620620 0.18364 0.916819 0.087577 35 no 0.382501 -0.16859 0.356571 0.175380 36 yes 0.886395 2.64938 0.903951 1.620513 37 yes 0.621632 1.78033 0.401681 0.909923 38 yes 0.955861 1.58703 0.848532 -0.121207 39 yes 0.600515 0.22211 0.737728 0.391302 40 yes 0.537875 1.04350 0.836665 0.475661 41 yes 0.570037 1.60831 0.840634 0.601388 42 yes 0.930607 0.72257 0.692824 0.679886 43 no 0.141259 0.44854 0.710824 0.175178 44 yes 0.438931 0.04365 0.328761 -0.391892 45 yes 0.541556 -0.31941 0.551048 0.009908 46 no 0.538011 -0.64671 0.534891 -0.427750 47 no 0.112718 -0.44234 0.483017 -1.384830 48 yes 0.500286 -0.53880 0.339114 -0.141485 49 no 0.666943 -0.46955 0.116260 1.770586 50 no 0.428879 -0.65972 0.840601 -1.432557 51 yes 0.013446 0.58609 0.461001 -0.138908 52 no 0.550384 -1.52520 0.462248 -1.372005 53 yes 0.996900 0.60991 0.994965 -0.477813 54 yes 0.027496 1.76086 0.526522 0.407578 55 yes 0.604460 2.07648 0.992269 0.484502 56 yes 0.165352 1.09408 0.575798 -0.102192 57 yes 0.064376 1.43868 0.687363 2.440306 58 yes 0.368052 1.14653 0.744049 0.200445 59 yes 0.497989 0.98994 0.964950 1.155735 60 yes 0.006899 NA 0.448295 2.514687 61 no 0.007317 0.89640 0.667671 0.436586 62 no 0.445165 -0.35449 0.020494 0.387810 63 yes 0.617485 0.69127 0.683884 -0.298359 64 yes 0.972134 -0.03112 0.472471 0.604550 65 no 0.011743 0.06751 0.113761 -0.271701 66 yes 0.649082 0.98165 0.640398 -0.431657 67 yes 0.336996 0.71884 0.699879 0.722235 68 yes 0.406869 2.80749 0.750910 1.189675 69 no 0.451439 1.68789 0.645549 0.961943 70 yes 0.808970 0.42960 0.017808 1.100821 71 yes 0.352268 0.73602 0.593401 -0.071007 72 yes 0.852134 1.29030 0.759435 1.703314 73 no 0.200599 -0.92360 0.067077 0.914987 74 no 0.778180 -0.49609 0.930361 -0.029526 75 no 0.752351 -0.29439 0.634161 -0.915920 76 yes 0.031971 0.83411 0.635526 -0.971309 78 no 0.123112 -1.00685 0.829984 0.152434 79 yes 0.052577 0.34846 0.298915 0.926361 80 yes 0.500265 0.86117 0.582147 0.950978 81 yes 0.463828 1.56520 0.301338 1.579884 82 yes 0.661522 0.46239 0.540051 -1.279106 83 no 0.124168 0.28922 0.822821 0.323626 84 yes 0.158678 0.97957 0.230345 0.811245 85 yes 0.231713 0.91999 0.958270 0.797924 86 yes 0.906686 -0.98038 0.215997 0.706427 87 yes 0.806820 0.89112 0.772824 0.899044 88 yes 0.487297 -0.09996 0.085705 1.406913 89 yes 0.050978 1.33587 0.356087 0.326653 90 no 0.462758 -0.29565 0.849496 -0.544589 91 yes 0.734857 0.35103 0.406772 0.143449 92 yes 0.772458 1.91711 0.111351 1.955444 93 no 0.262671 -0.13088 0.816641 -0.897291 94 yes 0.776556 1.08370 0.405858 0.247108 95 yes 0.532561 0.35675 0.411560 -0.061699 96 no 0.810920 -0.10398 0.681192 0.839136 97 yes 0.917404 1.27370 0.348216 0.139648 98 yes 0.094254 0.75164 0.767081 -0.722787 99 yes 0.550482 1.36689 0.128629 2.078230 100 yes 0.029125 0.47900 0.117589 0.215176 101 yes 0.217832 0.24524 0.074419 1.970999 102 yes 0.368814 2.47978 0.905697 2.094069 103 yes 0.817140 0.96261 0.752297 0.029012 105 no 0.257971 -0.25459 0.519636 0.478906 106 yes 0.735204 0.28881 0.167466 0.868588 107 yes 0.918842 0.64145 0.531749 1.744679 108 yes 0.700928 0.89849 0.003724 -0.494260 109 yes 0.877539 0.96864 0.452718 0.805955 110 yes 0.672118 0.29941 0.718624 0.783481 111 no 0.668057 -0.77493 0.768495 -0.594570 112 yes 0.591088 0.86578 0.228759 1.838340 113 yes 0.614621 NA 0.801410 0.779080 114 yes 0.837849 0.43167 0.406749 0.055425 115 no 0.390967 -0.64144 0.111831 -1.266065 116 yes 0.792324 0.18203 0.216349 0.536330 117 yes 0.035097 2.81773 0.457306 2.695351 118 yes 0.629841 1.20585 0.605861 0.898077 119 yes 0.902201 1.20551 0.248063 0.383270 120 no 0.298322 -0.78345 0.906493 0.034613 121 no 0.530867 0.24409 0.688954 -0.198667 122 yes 0.723195 0.15918 0.342370 0.819016 123 yes 0.220478 1.53839 0.893691 0.140598 124 no 0.292361 -0.30170 0.632697 -0.103794 125 no 0.311523 0.09002 0.900051 -0.669373 126 yes 0.457497 0.29214 0.233545 0.236706 127 yes 0.161885 1.64814 0.086271 1.251204 128 yes 0.965960 0.08595 0.217532 0.206719 129 yes 0.511529 0.42660 0.486930 -1.666029 130 no 0.724533 -0.80192 0.795617 -0.793706 131 yes 0.210829 1.62169 0.133614 1.642297 132 yes 0.879899 0.75232 0.947633 -0.240865 133 yes 0.002867 1.49558 0.846465 0.215232 134 yes 0.551908 2.32032 0.466720 3.156655 135 no 0.432890 -0.08673 0.657443 -0.471874 136 no 0.282310 0.05894 0.632654 0.534009 137 yes 0.035117 0.35711 0.293886 0.046763 138 yes 0.845707 1.54900 0.523243 0.478293 139 yes 0.410763 1.37105 0.917417 1.494132 140 yes 0.678957 0.17679 NA 1.427634 141 yes 0.183622 0.24349 0.102122 0.893584 142 no 0.259546 0.40778 0.388746 1.973322 143 no 0.728944 -0.83244 0.820705 -0.553532 144 no 0.591277 -1.15604 0.697603 0.723174 145 no 0.502358 -0.39263 0.243730 1.004546 146 yes 0.857795 1.47407 0.860302 0.253221 147 yes 0.923149 NA 0.957859 -0.243703 148 yes 0.657964 1.51514 0.378741 1.526182 149 no 0.453916 -1.90004 0.820755 -1.945595 150 yes 0.709034 -0.61793 0.074625 -1.827155 151 yes 0.039466 -0.06524 0.145988 -0.339209 152 no 0.858497 -1.37840 0.580575 -0.464716 153 no 0.499521 -1.22882 0.495721 -1.110696 154 yes 0.090665 1.18252 0.658422 2.901252 155 yes 0.850819 1.87691 0.754705 0.826597 156 yes 0.689029 0.29482 0.544724 1.070891 157 yes 0.437081 2.03827 0.633578 0.663414 158 no 0.592242 -0.52026 0.272615 0.311479 159 yes 0.704752 0.55214 0.824331 1.168959 160 yes 0.009957 1.73530 0.656322 0.480774 161 no 0.480451 -1.05721 0.202298 -0.272178 162 yes 0.455315 3.20896 0.793618 3.517176 163 no 0.623701 -0.85834 0.634375 -1.696511 164 yes 0.300493 0.62560 0.594842 1.957383 165 yes 0.682751 1.22755 0.506420 3.913813 166 no 0.928955 0.11514 0.749397 -1.069380 167 yes 0.380810 -0.18392 0.323378 0.146450 168 no 0.475343 -0.61310 0.494405 0.466214 169 yes 0.194479 2.39401 0.985403 0.191814 170 yes 0.586432 0.58004 0.085919 -0.412581 171 no 0.057750 -2.12519 0.204142 -1.243636 172 yes 0.881460 0.63442 0.871246 0.967615 173 yes 0.252725 0.51799 0.535561 0.464382 174 yes 0.389700 0.62348 0.528190 0.517435 175 yes 0.712881 0.13874 0.437256 -0.139890 176 no 0.894507 -0.12888 0.515132 1.313994 177 yes 0.970073 0.81190 0.686178 -0.677435 178 yes 0.271287 0.54572 0.011030 0.084257 179 yes 0.553040 0.34230 0.037950 1.262858 180 yes 0.057501 1.21802 0.160746 0.345138 181 no 0.063626 0.99034 0.770836 0.703408 182 yes 0.749837 1.65760 0.598686 1.179390 183 no 0.731740 -0.22187 0.328624 -1.215554 184 yes 0.055517 0.68269 0.143248 0.245980 185 no 0.123574 0.09415 0.545318 1.157775 186 no 0.201385 -1.80258 0.236158 0.000549 187 no 0.438755 -0.22101 0.795837 -1.175396 188 yes 0.996189 0.62382 0.234558 -0.003724 189 yes 0.656323 0.90401 0.396968 0.265766 190 yes 0.283220 -0.26072 0.071800 1.197039 191 yes 0.699290 0.63608 0.228120 0.861588 192 yes 0.899405 1.36913 0.640432 1.936136 193 yes 0.579102 2.27336 0.896748 -0.566261 194 no 0.779275 -0.86536 0.799020 -0.180135 195 yes 0.372658 2.50166 0.191269 1.538250 196 yes 0.632594 1.17780 0.711364 1.367308 197 yes 0.217653 0.27854 0.785802 -0.129873 198 yes 0.833188 1.24071 0.475879 -0.429435 199 no 0.836883 -0.34839 0.345069 -0.581578 200 yes 0.328749 0.43579 0.143620 -0.404283 201 yes 0.265813 2.08771 0.894885 1.733732 202 yes 0.547148 0.19073 0.347284 -0.473015 203 no 0.076999 -0.07525 0.302683 2.492595 204 yes 0.133506 0.44958 0.108090 1.009886 205 yes 0.549124 0.00548 0.574168 2.428672 206 yes 0.967771 -0.39187 0.577509 -0.901507 207 no 0.282188 -0.19441 0.205784 0.108856 208 yes 0.334846 1.48981 0.457520 2.353149 209 yes 0.539449 -0.26729 0.067628 0.891541 210 yes 0.441803 0.63943 0.636804 1.229243 211 no 0.869821 -0.44653 0.805046 -0.333944 212 no 0.553436 -1.01946 0.444929 -0.950515 213 yes 0.532861 1.30375 0.837293 0.192693 214 yes 0.883538 -1.22143 0.559724 -0.606100 215 yes 0.557134 0.51525 0.694142 0.920491 216 no 0.066122 -0.38337 0.273154 -1.663477 217 no 0.258768 0.59110 0.946393 0.138342 218 yes 0.550905 0.65767 0.004483 -0.837842 219 no 0.796403 -1.94890 0.301805 -0.778360 220 yes 0.145013 -0.02514 0.391767 0.820416 221 yes 0.486209 1.26397 0.543534 -0.333080 222 no 0.707381 -1.34952 0.674851 -0.981732 223 yes 0.944007 -0.08336 0.024898 0.262528 224 yes 0.826960 0.87803 0.357334 2.161814 225 no 0.383630 -1.14249 0.144678 0.937737 226 no 0.323171 -1.22008 0.578039 -1.200208 227 yes 0.907333 -0.36917 0.025107 1.487346 228 no 0.056447 0.35511 0.753271 0.559818 230 yes 0.904405 2.24430 0.788402 -0.176061 231 yes 0.198231 0.79642 0.940818 -1.432749 232 yes 0.835608 0.07319 0.045633 0.733969 233 no 0.628063 -0.17955 0.415334 1.204331 234 yes 0.578858 0.51720 0.685085 1.923713 235 no 0.072209 0.10857 0.485945 -0.963744 236 no 0.283379 -1.39978 0.643130 -0.668279 237 yes 0.889372 3.04635 0.481557 2.546637 238 yes 0.162274 0.34595 0.222487 -0.500850 239 no 0.432173 -1.98091 0.230843 -0.051459 240 yes 0.755494 1.50110 0.232371 1.765793 241 yes 0.371829 0.72930 0.613104 1.740585 242 no 0.179435 -0.46792 0.342464 0.035249 243 no 0.676957 0.98597 0.921571 0.614892 244 no 0.343576 0.49126 0.802154 1.127400 245 no 0.335259 -0.55339 0.667262 0.321152 246 yes 0.945975 0.53990 0.078283 0.056269 247 yes 0.712469 1.31272 0.938260 -1.204140 248 yes 0.512781 0.91249 0.360864 0.947808 249 no 0.670003 -1.24805 0.043470 0.601984 250 yes 0.359885 2.30396 0.755870 2.171443 251 no 0.723871 -1.20978 0.576823 -1.528828 252 no 0.154257 -0.57406 0.709146 -1.307785 253 yes 0.752679 2.60857 0.525102 1.666463 254 no 0.084680 0.19556 0.368503 1.049271 255 no 0.164728 0.24558 0.952768 0.863578 256 yes 0.980637 2.39507 0.642296 2.287338 257 yes 0.935260 -0.11316 0.812820 -0.234243 258 no 0.065854 0.92079 0.617959 1.647111 259 yes 0.531672 0.09932 0.616574 1.683800 260 yes 0.055380 1.06650 0.988109 1.460315 261 yes 0.378224 0.53093 0.229380 0.374296 262 yes 0.166891 0.90841 0.365895 -0.146991 263 yes 0.558560 1.15835 0.852327 1.415913 264 yes 0.743660 0.71749 0.798476 1.817303 265 yes 0.059266 1.27834 0.587998 0.597301 266 no 0.432974 -0.09123 0.793930 -1.287098 267 no 0.402949 -0.41803 0.274666 -0.611570 268 no 0.851098 0.36255 0.495375 0.252389 269 no 0.300433 -0.44800 0.124733 -0.015058 270 yes 0.925874 1.15199 0.543399 -0.828445 271 yes 0.993535 1.51759 0.557392 1.698748 272 no 0.602505 0.09830 0.967612 1.743805 273 yes 0.957766 -1.15810 0.292054 -1.395895 274 yes 0.634655 0.73404 0.349665 1.600828 275 yes 0.653118 0.27465 0.006167 0.974522 276 yes 0.972603 0.04963 0.323989 2.872835 277 no 0.345732 -0.50772 0.384588 -0.694876 278 yes 0.754893 1.95343 0.372079 0.340032 279 yes 0.776172 2.20222 0.515988 2.510745 280 no 0.286398 -0.29870 0.671042 -1.152504 281 yes 0.446992 0.77379 0.553321 3.253900 282 yes 0.560786 -0.05511 0.402073 0.566063 283 yes 0.635046 0.24426 0.077615 -0.714105 284 yes 0.711620 1.72258 0.988705 1.050954 285 no 0.107038 -2.46171 0.080111 -0.444897 286 no 0.367655 -1.06802 0.307940 -0.862636 287 yes 0.993393 0.01186 0.241260 0.807375 288 yes 0.432253 0.39671 0.622831 0.079415 289 yes 0.929256 1.98540 0.682927 0.430245 290 no 0.073590 0.02075 0.737398 0.458722 291 yes 0.577728 1.41973 0.410622 -0.067055 292 yes 0.706458 -0.55659 0.025031 0.487118 293 yes 0.484063 1.40070 0.477166 0.627396 294 no 0.119480 -0.25511 0.514097 0.743392 295 yes 0.191338 0.89531 0.464960 2.012982 296 yes 0.039565 0.68684 0.093606 2.046513 297 no 0.491861 0.36346 0.528507 0.810409 298 yes 0.339283 0.83390 0.033880 -0.129997 299 yes 0.443054 0.62781 0.565293 -0.324076 300 yes 0.735495 -0.44185 0.777355 -0.126423 301 no 0.518061 0.07940 0.636560 0.108648 302 no 0.380735 0.44848 0.788518 -0.294907 303 yes 0.683830 1.56389 0.829742 1.206568 304 no 0.579353 0.13050 0.665953 -0.567590 305 no 0.700189 -0.11101 0.012943 1.947665 306 no 0.147659 0.52101 0.818728 0.698707 307 yes 0.976503 2.02177 0.218796 1.406572 308 yes 0.340870 1.50921 0.359867 -0.439554 309 yes 0.642431 -0.34790 0.471965 -0.271356 310 yes 0.107585 1.16581 0.408377 1.285933 311 yes 0.609351 2.00605 0.896290 0.472003 312 no 0.178274 0.10467 0.073243 2.517424 313 no 0.338655 -0.71384 0.458564 -0.466895 314 no 0.502983 0.51435 0.834453 1.247641 315 yes 0.574192 0.56122 0.192637 0.214629 316 yes 0.938589 2.18327 0.032997 2.770979 317 yes 0.164298 0.98547 0.514459 1.523128 318 yes 0.568823 1.21674 0.790127 0.913935 319 yes 0.277261 1.13361 0.791292 1.004079 320 yes 0.587950 0.01629 0.822456 -1.322623 321 no 0.822969 -0.20888 0.930674 -1.901387 322 yes 0.486584 0.26657 0.670205 -0.643480 323 yes 0.308142 -0.25758 0.559071 0.614150 324 yes 0.057207 0.73931 0.296233 1.146220 325 no 0.523045 -0.98801 0.928340 -2.804269 326 no 0.481863 0.87041 0.911079 1.225226 327 yes 0.357590 1.53030 0.307168 1.001595 328 yes 0.278691 0.40207 0.544913 1.127409 329 yes 0.547702 0.62166 0.511114 -0.056747 330 yes 0.912094 1.68985 0.884750 1.640635 331 no 0.255964 -0.32171 0.321685 0.206756 332 yes 0.017637 0.78047 0.234096 0.283044 333 no 0.827255 -0.84966 0.363519 -1.654441 334 yes 0.049479 1.38324 0.504487 1.248702 335 no 0.595250 0.66156 0.917303 0.866989 336 no 0.981267 -0.24027 0.499373 -1.238298 337 no 0.569439 0.05634 0.040593 0.273753 338 no 0.727461 -1.45261 0.385415 -1.808055 339 yes 0.151836 0.51729 0.647277 -0.085017 340 no 0.318238 -0.16034 0.832474 1.386622 341 yes 0.699690 1.44242 0.759152 1.495024 342 yes 0.854844 1.06890 0.795538 -0.861922 343 no 0.378279 -0.05170 0.229428 -0.839668 344 yes 0.275432 0.19548 0.470824 0.259652 345 yes 0.988444 0.10279 0.444071 1.529545 346 yes 0.134025 0.36572 0.073808 1.327921 347 yes 0.977953 1.60549 0.628072 1.243337 348 yes 0.642202 -0.86749 0.046016 -0.429485 349 yes 0.600517 2.12116 0.212131 1.732633 350 yes 0.162107 1.36806 0.855967 0.424824 351 yes 0.143829 0.11073 0.195925 -0.002303 352 yes 0.762430 2.42787 0.619210 1.355748 353 yes 0.781959 1.47818 0.877575 2.526963 354 no 0.217105 -0.97709 0.717309 0.722467 355 yes 0.714697 -0.20143 0.247268 -0.855274 356 no 0.293084 -1.11133 0.568893 -1.512881 357 no 0.271073 0.28083 0.322076 1.443194 358 yes 0.903164 -0.25780 0.189925 0.900442 359 yes 0.934551 -0.13926 0.213257 -0.994563 360 no 0.452999 0.18442 0.697085 0.110210 361 yes 0.329169 0.65945 0.265973 1.130587 362 yes 0.398796 -0.02727 0.016146 0.097754 363 yes 0.169447 1.22437 0.716538 1.004910 364 yes 0.209014 2.35753 0.627371 1.415418 365 yes 0.827562 0.24690 0.463041 0.420765 366 no 0.347140 0.60937 0.002753 1.807072 367 yes 0.599187 0.86276 0.877246 0.453263 368 yes 0.452403 0.70034 0.144472 0.729588 369 yes 0.093153 0.42281 0.283803 -0.347653 370 yes 0.896114 0.42383 0.855336 1.086585 371 yes 0.262903 0.70692 0.001791 0.853813 372 yes 0.711165 0.21477 0.879048 0.867165 373 no 0.249534 -0.70076 0.111124 0.600432 374 no 0.896619 -0.23878 0.811536 -0.322751 375 no 0.174417 0.43997 0.902822 1.420485 376 no 0.468117 -0.62078 0.902709 -2.456945 377 yes 0.795493 0.53037 0.842802 1.518343 378 no 0.341466 -1.16149 0.436044 -1.501030 379 yes 0.478540 1.61248 0.926641 0.125847 380 yes 0.260784 1.05711 0.363214 -0.226068 381 yes 0.985835 0.68593 0.390798 -0.498092 382 yes 0.438382 1.25051 0.121733 1.000161 383 no 0.730667 0.38379 0.931533 1.063385 384 no 0.680872 -1.52970 0.318507 -0.557011 385 yes 0.907649 -0.45654 0.154690 -0.148239 386 no 0.760867 0.31874 0.888139 0.324542 387 yes 0.853652 0.12070 0.844121 -0.344751 388 yes 0.254687 0.84435 0.365838 0.497000 389 no 0.453843 -2.19837 0.264404 0.700296 390 no 0.784929 -0.34536 0.967111 0.006858 391 yes 0.591713 -0.06779 0.389504 0.771619 392 yes 0.988044 1.97582 0.041141 2.525919 393 yes 0.927597 0.87390 0.638257 -0.671331 394 yes 0.885563 2.06610 0.370589 1.043139 395 yes 0.569294 -0.32342 0.086717 1.481890 396 yes 0.919895 2.00204 0.663229 0.821419 397 yes 0.290173 1.54534 0.791409 2.243364 398 no 0.256231 0.14178 0.838546 0.977168 399 no 0.720954 -0.59273 0.574850 -0.111324 400 no 0.162789 -0.98559 0.750716 -0.639545 401 no 0.482136 0.75482 0.523398 -1.394139 402 no 0.980341 0.28124 0.536927 1.184553 403 yes 0.714786 0.73567 0.797208 1.138727 404 yes 0.603208 0.50633 0.706689 1.943111 405 yes 0.756598 0.56917 0.383403 1.426828 406 yes 0.042582 2.13711 0.703115 0.502975 407 yes 0.892577 1.46313 0.973080 0.386513 408 yes 0.766692 1.97238 0.956450 1.161506 409 yes 0.472288 1.25016 0.864320 0.098597 410 yes 0.897596 2.19123 0.127571 1.456245 411 yes 0.407148 0.56394 0.006534 1.461036 412 no 0.767171 -0.08231 0.829292 0.938552 413 yes 0.941631 0.81160 0.442968 0.391745 414 no 0.765190 0.53278 0.642719 2.736133 415 no 0.650673 -1.67058 0.256758 -1.389841 416 yes 0.923338 1.83078 0.942372 0.297021 417 no 0.270002 -0.55599 0.600356 0.406124 418 yes 0.960052 2.97864 0.242657 2.465740 419 no 0.441325 -0.35791 0.322561 1.005791 420 yes 0.262422 0.25496 0.410717 -0.627118 421 no 0.362592 -0.37385 0.859641 -0.740589 422 yes 0.902643 -0.11994 0.586104 0.162151 423 yes 0.294795 0.19132 0.523249 0.175373 424 yes 0.214329 2.74878 0.916999 1.340225 425 yes 0.052151 1.60160 0.939180 2.205055 426 yes 0.936144 1.22363 0.168641 1.302337 427 yes 0.840518 0.07637 0.583542 -1.344973 428 yes 0.612929 3.35161 0.640453 3.190289 429 yes 0.048513 0.70549 0.654053 0.254515 430 yes 0.269719 2.57543 0.675236 1.067185 431 yes 0.760647 1.31927 0.628474 0.776446 432 yes 0.917457 3.78700 0.246249 1.687847 433 no 0.042595 0.73898 0.835756 -0.223668 434 yes 0.623126 1.35434 0.377565 2.049507 435 no 0.025792 -0.37236 0.649795 1.207499 436 yes 0.996861 -0.56046 0.377127 -0.324852 437 no 0.177719 0.44440 0.399233 0.171850 438 yes 0.654859 1.47428 0.533340 0.601854 439 yes 0.661239 0.38298 0.679759 0.174754 440 yes 0.820550 0.57896 0.761467 0.992976 441 yes 0.876687 0.73221 0.333325 0.790765 442 no 0.082439 -0.45859 0.131803 0.015363 443 yes 0.830691 0.36910 0.972544 -1.635363 444 no 0.417018 -0.93007 0.206156 -1.043223 445 no 0.066648 -0.49428 0.226718 -0.593169 446 no 0.104336 0.02269 0.580869 0.941806 447 yes 0.731124 -0.16984 0.442238 -1.726399 448 yes 0.594065 0.30927 0.672523 1.401206 449 yes 0.534583 1.41993 0.026745 0.229110 450 no 0.048505 -0.31814 0.464044 -1.068004 451 no 0.615337 0.12055 0.282159 0.578705 452 yes 0.738851 -0.72732 0.029435 -0.448493 453 no 0.117800 -0.63557 0.571304 0.219570 454 no 0.366602 -1.26632 0.328066 -0.929528 455 no 0.135035 -0.80395 0.144894 1.839801 456 no 0.297118 -0.97521 0.662793 -1.510562 457 yes 0.908073 -0.12777 0.196852 0.845179 458 yes 0.112919 1.25395 0.490854 1.800205 459 yes 0.564549 1.59213 0.536378 1.474745 460 yes 0.008583 1.15045 0.478860 0.588234 461 no 0.787502 -0.96750 0.572043 -1.009464 462 yes 0.807161 0.45114 0.382930 0.785107 463 no 0.509220 0.16650 0.786566 1.082716 464 no 0.478424 -1.22167 0.033792 -0.195437 465 yes 0.403077 1.04308 0.344570 0.665194 466 yes 0.543653 -0.10879 0.449202 0.784998 467 yes 0.007867 1.69094 0.602245 2.515117 468 yes 0.173895 0.61829 0.973990 0.000883 469 yes 0.896862 -0.64951 0.281697 0.678190 470 no 0.519487 -2.09681 0.259308 -1.314577 471 yes 0.973214 0.73048 0.216070 0.343669 472 yes 0.805484 0.75989 0.734250 0.733666 473 yes 0.949032 2.26327 0.975760 2.275831 474 yes 0.285357 2.09675 0.552553 1.651220 475 yes 0.619059 3.25749 0.260953 3.094978 476 yes 0.795161 -0.00476 0.895444 0.230147 477 yes 0.935567 0.05957 0.278072 0.165748 478 yes 0.526653 3.42745 0.907106 1.744754 479 yes 0.831893 1.93436 0.902981 2.292245 480 yes 0.800116 2.26567 0.742908 2.588669 481 no 0.658077 -2.28232 0.364996 -0.968638 482 yes 0.995597 -1.15670 0.033220 -1.347021 483 yes 0.845622 -1.30524 0.428902 0.065472 484 yes 0.879891 0.30425 0.957586 0.534000 485 yes 0.482920 0.52698 0.263632 0.463030 486 yes 0.094898 0.89181 0.561556 2.181497 487 yes 0.028267 1.91310 0.436666 0.527754 488 yes 0.009440 1.02301 0.528064 0.119947 489 yes 0.823092 1.29822 0.437184 -0.296385 490 yes 0.043040 0.92758 0.968984 0.028500 491 no 0.823171 -1.99001 0.328725 -2.046216 492 no 0.091859 0.93937 0.769224 0.250350 493 yes 0.864138 0.54681 0.063790 -0.235111 494 no 0.022668 0.22604 0.975466 0.094102 495 yes 0.050640 1.18952 0.876207 0.787940 496 yes 0.949141 0.97191 0.028533 0.591479 497 no 0.228148 0.18369 0.115629 1.342960 498 yes 0.626769 0.58383 0.793214 1.578500 499 yes 0.439620 0.71096 0.043050 0.653046 500 yes 0.599773 0.01418 0.434673 0.042648 501 yes 0.968634 0.06799 0.127587 1.128140 502 yes 0.994205 0.10958 0.206983 0.337372 503 yes 0.273534 1.67496 0.170597 1.446100 504 no 0.287168 -0.59258 0.625107 -0.323458 505 no 0.199977 0.48885 0.947304 0.732974 506 yes 0.196245 0.93029 0.932509 1.383415 507 yes 0.991003 1.44771 0.566635 -0.945895 508 yes 0.955347 2.30504 0.731244 -0.012124 509 no 0.506245 -0.52211 0.181892 0.284082 510 yes 0.236431 0.49543 0.443486 1.650155 511 yes 0.517317 1.01110 0.910169 -1.896706 512 yes 0.577783 2.06598 0.562214 0.685544 513 yes 0.218334 1.75642 0.508793 1.037339 514 yes 0.222556 1.67452 0.711521 1.148790 515 no 0.825124 -1.49086 0.418003 -2.229830 516 yes 0.363241 0.06767 0.003860 0.378176 517 yes 0.924039 0.74212 0.131409 -0.004509 518 yes 0.320962 1.36583 0.201485 1.547801 519 yes 0.120049 1.44787 0.151999 2.113225 520 no 0.210499 -0.18911 0.691414 -0.312314 521 yes 0.559181 0.47851 0.623253 0.015304 522 yes 0.403327 -0.03752 0.796568 -1.313240 523 yes 0.789545 1.85287 0.166471 1.975478 524 no 0.471046 -0.24119 0.456014 -1.498223 525 yes 0.873281 0.69212 0.387811 -0.354634 526 yes 0.176098 1.55626 0.605367 0.960445 527 yes 0.305160 0.17527 0.389411 -0.825245 528 yes 0.395722 -1.14745 0.084333 -0.767777 529 yes 0.004994 1.23904 0.452123 -1.058019 530 yes 0.898506 1.28212 0.707242 1.099122 531 no 0.424281 -0.07883 0.892279 0.635151 532 yes 0.020754 -0.80598 0.080859 -0.578088 533 yes 0.632583 -0.82490 0.061667 -1.731635 534 yes 0.253636 0.46911 0.177699 0.404313 535 yes 0.789985 0.19348 0.413872 -0.095822 536 yes 0.114602 1.04919 0.135767 1.069015 537 yes 0.069107 0.83395 0.120226 1.104485 538 no 0.200499 -0.71000 0.426128 -0.804627 539 yes 0.293541 1.77556 0.651984 0.027694 540 no 0.391404 0.42838 0.460969 2.156533 541 yes 0.353941 0.50534 0.488629 -0.284093 542 no 0.003051 -0.08921 0.747083 -1.343155 543 yes 0.304293 0.02469 0.233819 -1.502011 544 yes 0.531214 -0.33051 0.383908 -1.226482 545 yes 0.863910 0.45919 0.699358 -0.250365 546 yes 0.259209 1.23179 0.219243 1.058026 547 no 0.093975 -0.31679 0.187652 1.623680 548 yes 0.083890 0.97442 0.519264 1.372349 549 yes 0.257744 0.49088 0.435481 1.319354 550 yes 0.086540 2.14791 0.718647 0.923973 551 no 0.117788 0.48761 0.966095 0.415206 552 no 0.186305 0.08055 0.427281 0.547516 553 no 0.069495 -0.42485 0.960430 -1.523665 554 yes 0.338623 0.88701 0.385235 0.981484 555 yes 0.860354 0.52372 0.988399 -1.292976 556 no 0.781543 -1.88559 0.142809 -0.694965 557 yes 0.277202 1.50279 0.679545 0.084241 558 yes 0.723161 0.19935 0.541243 -0.026446 559 no 0.633321 -0.57740 0.167888 -1.714924 560 yes 0.156335 2.32099 0.457595 2.370615 561 yes 0.152739 1.39169 0.358360 1.450788 562 yes 0.158852 1.23769 0.519078 1.254624 563 no 0.895088 -1.12154 0.108580 0.734642 564 no 0.289939 -0.91430 0.294022 NA 565 yes 0.018619 1.45236 0.069295 0.817283 566 no 0.049620 -2.56098 0.006238 -2.221298 567 yes 0.593186 1.11480 0.716449 1.688507 568 no 0.241354 -0.95403 0.474890 1.516381 569 no 0.304142 -0.63131 0.306307 -0.248435 570 no 0.794494 -1.65796 0.064072 -1.238375 571 yes 0.750661 0.52841 0.151415 1.840490 572 yes 0.589345 0.12774 0.085130 -0.087839 574 no 0.627482 -0.20875 0.878655 1.219786 575 yes 0.864843 1.07562 0.179917 0.256934 576 yes 0.597692 1.32254 0.773531 0.946875 577 yes 0.197970 2.26680 0.942372 2.382392 579 yes 0.131675 1.84499 0.997892 3.816405 580 no 0.181336 -0.86767 0.120934 1.286319 581 yes 0.788943 1.83122 0.238792 0.822294 582 yes 0.236139 1.10784 0.259656 1.141287 583 yes 0.860343 1.18856 0.752700 -0.014310 584 yes 0.419425 0.30053 0.243039 0.892438 585 no 0.651857 -0.79296 0.390550 0.597727 586 yes 0.579700 -0.55472 0.029328 -0.117765 587 no 0.323007 -0.03581 0.407378 0.755908 588 yes 0.431335 0.33888 0.328902 0.644436 589 yes 0.417773 0.86113 0.308480 1.727080 590 yes 0.522973 -0.11812 0.747232 0.189622 591 no 0.432197 -1.51363 0.143170 -0.217544 592 yes 0.182775 1.05864 0.542006 0.425752 593 no 0.070290 0.29397 0.513764 -0.632319 594 no 0.964844 -1.42773 0.364494 -0.964531 595 no 0.542852 -0.03356 0.696760 -1.538290 596 yes 0.748663 0.15717 0.369873 0.922244 598 no 0.680594 -1.83004 0.659130 0.308183 600 yes 0.284465 2.12049 0.704983 0.802986 601 yes 0.126663 1.02232 0.227168 0.695168 602 yes 0.693831 1.53632 0.413151 2.578964 603 yes 0.880095 0.42732 0.126112 0.358317 604 yes 0.968802 0.72275 0.637196 0.560395 605 yes 0.317698 0.83603 0.128675 0.976006 606 yes 0.045398 1.22065 0.382702 0.772642 607 yes 0.949944 0.42120 0.733521 0.236550 608 yes 0.400209 2.25736 0.805606 2.349596 609 yes 0.371284 1.48864 0.267117 1.272932 610 yes 0.324154 0.97474 0.518014 0.205321 611 no 0.560770 -0.44958 0.946487 -0.842717 612 yes 0.091314 0.67958 0.115353 1.367909 613 yes 0.774884 1.63464 0.634267 1.322277 614 yes 0.413062 2.74845 0.985491 0.467378 615 yes 0.823627 1.68083 0.107279 2.350863 616 yes 0.365933 1.79560 0.600740 1.741270 617 yes 0.883124 0.26393 0.461966 0.488775 618 yes 0.245356 2.48179 0.193683 2.171294 619 no 0.594525 -1.50849 0.982482 -1.187181 620 no 0.365887 -0.55987 0.017875 0.582908 621 yes 0.745536 0.00457 0.029346 1.026826 622 no 0.011345 -0.08768 0.806554 1.354399 623 yes 0.925059 0.83358 0.573087 -0.192608 624 yes 0.869513 -0.08095 0.482570 -0.516272 625 no 0.638617 -0.71370 0.072665 0.561994 626 no 0.295089 -1.15382 0.497975 -1.027870 627 yes 0.935575 2.00688 0.969075 0.363126 628 yes 0.663063 1.74139 0.371650 -0.564558 629 yes 0.618220 0.81790 0.342810 0.391980 630 yes 0.561209 1.94613 0.671862 1.238792 631 no 0.176157 -0.29315 0.134426 0.447855 632 no 0.520921 0.77859 0.945061 0.513232 633 yes 0.711753 0.43544 0.503391 -2.019661 634 yes 0.925893 0.35998 0.362547 0.464160 635 yes 0.067052 1.10991 0.383441 0.975598 636 no 0.236690 -1.44245 0.678161 0.535137 638 no 0.332264 -0.80599 0.481104 -1.250169 639 no 0.113306 -1.66535 0.007913 -0.979004 640 yes 0.939782 -0.11107 0.774465 -0.097301 641 yes 0.372087 0.58614 0.091595 1.170731 642 yes 0.706058 1.80783 0.997381 1.166229 643 no 0.751002 -1.16681 0.041332 -1.083349 644 no 0.403756 0.92049 0.741800 0.991935 645 yes 0.227362 -0.27940 0.656190 -2.035063 646 yes 0.273287 1.60118 0.029002 2.853977 647 yes 0.072921 1.81666 0.678256 0.774851 648 yes 0.910409 -0.01046 0.073626 0.955108 649 no 0.459842 -1.25653 0.076497 -1.468735 650 yes 0.600472 1.26596 0.859556 0.386633 651 no 0.275654 -0.49112 0.497340 -1.071555 652 no 0.973216 -1.47128 0.085639 0.011853 653 yes 0.873162 1.90436 0.014836 2.853719 654 yes 0.751179 0.72858 0.199110 0.786801 655 no 0.136125 0.26917 0.686422 -0.746840 656 yes 0.655204 -0.40708 0.300258 1.687473 657 yes 0.080379 1.73913 0.847215 0.949610 658 no 0.265311 0.14560 0.085498 0.615028 659 no 0.223805 -0.02117 0.338251 1.898067 660 no 0.498867 0.28815 0.381994 0.268921 661 no 0.924211 -1.74533 0.326386 -1.967653 662 no 0.800581 -1.64857 0.088734 0.770505 663 yes 0.806109 2.37381 0.695242 1.361918 664 yes 0.664286 2.20249 0.709873 1.770391 665 yes 0.229823 0.76790 0.591211 1.036004 666 yes 0.286322 1.48768 0.881849 0.104459 667 yes 0.061472 0.93087 0.921321 -0.330170 668 yes 0.949581 0.96756 0.492565 1.208477 669 yes 0.649938 1.39286 0.842047 0.543201 670 no 0.617929 -2.38331 0.067361 -0.274306 671 no 0.072907 0.08800 0.986800 0.838682 672 yes 0.494375 1.28948 0.414638 1.719188 673 no 0.440831 -0.88805 0.100448 0.430853 674 yes 0.013917 -0.84759 0.065919 -0.266431 675 yes 0.248682 1.29240 0.676894 3.002814 676 no 0.171046 -0.48509 0.583110 -1.544063 677 no 0.345439 0.57739 0.700539 -0.506332 678 no 0.456406 -0.23805 0.314985 0.060550 679 yes 0.654902 2.79286 0.381362 3.256369 680 no 0.953591 -0.36381 0.664324 0.711415 681 yes 0.726936 -0.07091 0.011830 0.184836 682 no 0.247356 -0.39815 0.997159 1.685624 683 yes 0.613288 1.86531 0.303891 1.691790 684 yes 0.128787 1.37142 0.148890 -0.131369 685 no 0.052366 -0.50044 0.328520 -0.166659 686 no 0.567321 -2.15188 0.070474 -1.021228 687 yes 0.740011 1.82344 0.943490 1.892325 688 yes 0.750754 -0.46322 0.139665 -0.464796 689 no 0.352847 -0.13479 0.490167 -0.454049 690 yes 0.125697 0.62713 0.296531 1.022387 691 yes 0.866561 0.48333 0.303383 -0.004697 692 yes 0.069580 0.33979 0.440858 2.034113 693 yes 0.650475 1.08261 0.303628 1.312064 694 yes 0.244731 -0.08502 0.121412 -1.782948 695 yes 0.329885 0.06149 0.445087 0.616916 696 no 0.274329 0.22526 0.958601 -0.207638 697 yes 0.979835 -0.68298 0.253552 -0.574188 698 yes 0.913374 -0.25009 0.715978 0.047041 699 yes 0.674176 0.54070 0.715722 1.511807 700 no 0.326536 -0.94960 0.327386 -0.967315 701 no 0.148619 0.65468 0.755907 2.691119 702 yes 0.579086 1.58069 0.889406 0.718977 703 yes 0.477506 1.02502 0.422123 -0.365040 704 no 0.960702 -0.04234 0.651453 1.266208 705 yes 0.157628 1.20756 0.665579 -0.354467 706 yes 0.002058 0.91370 0.257677 0.028203 707 no 0.086027 0.20245 0.711721 0.161569 708 yes 0.238919 2.18137 0.265934 1.677357 709 yes 0.590526 0.74838 0.198082 0.627732 710 yes 0.435348 0.48888 0.936844 1.934531 711 no 0.597217 -2.15667 0.652918 -1.423572 712 yes 0.762081 1.57090 0.193945 1.007011 713 no 0.789205 -0.47911 0.770236 -0.762337 714 no 0.470844 -1.31971 0.556837 -1.783432 715 yes 0.934225 2.44682 0.668060 1.444571 716 yes 0.645870 0.71493 0.106634 1.326221 717 no 0.665628 -0.00557 0.676501 -0.223227 718 yes 0.270418 0.87793 0.042136 1.714625 719 yes 0.502792 0.44300 0.325588 0.145085 720 no 0.638165 -1.03535 0.207510 -1.185834 721 no 0.534610 -0.21839 0.356789 0.047982 722 yes 0.806940 1.42824 0.450652 -0.540357 723 yes 0.806592 0.99030 0.346144 1.632577 724 yes 0.497164 2.03800 0.713648 0.613146 725 yes 0.166165 1.44529 0.509334 -0.611578 726 yes 0.547377 -0.05780 0.175723 1.065633 727 yes 0.185010 0.11924 0.348437 0.582263 728 yes 0.847412 -0.35570 0.273019 -0.559321 729 yes 0.154381 1.01373 0.685231 -0.653267 730 yes 0.697753 -1.01423 0.011172 -0.145947 731 yes 0.821394 2.20481 0.775983 1.055914 732 yes 0.387257 0.23410 0.010048 2.175064 733 yes 0.753594 1.37868 0.567795 0.682698 734 yes 0.799001 2.18620 0.669989 2.150794 735 no 0.051941 -1.74469 0.960373 -1.400537 736 yes 0.888510 0.56726 0.237337 -0.061400 737 no 0.764761 -1.66441 0.098351 -1.052053 738 no 0.341601 0.03091 0.338156 0.047772 739 yes 0.123064 -0.13365 0.911528 -1.113318 740 no 0.173528 0.04318 0.010036 2.450432 741 yes 0.565936 1.05505 0.881393 -0.359552 742 yes 0.346350 1.74894 0.970802 0.209235 743 yes 0.853956 1.01569 0.103184 0.473032 744 yes 0.203341 1.13695 0.555342 0.476887 745 no 0.216346 -0.64947 0.058530 1.610156 746 yes 0.590785 0.90342 0.610469 0.141805 747 yes 0.713518 -0.18701 0.038622 0.155735 748 yes 0.339589 1.73334 0.646523 0.515243 749 yes 0.375326 2.06203 0.848819 2.138626 750 no 0.243176 -0.32147 0.363295 0.404974 751 yes 0.887737 0.39255 0.567386 0.417329 752 no 0.112778 -1.19996 0.101487 0.061330 753 yes 0.742362 0.08793 0.050147 0.669869 754 yes 0.044285 1.14669 0.047164 -0.603306 755 yes 0.720649 1.84487 0.401655 1.082592 756 yes 0.863230 1.17795 0.094057 0.950104 757 no 0.039876 0.09634 0.306101 -1.813258 758 no 0.721132 -0.97535 0.592349 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0.000907 0.767068 782 yes 0.531242 0.02887 0.183922 1.286068 783 yes 0.271171 1.37681 0.672696 2.608202 784 yes 0.905814 2.04059 0.119242 2.272939 785 no 0.020223 0.71481 0.910264 0.309426 786 yes 0.779150 0.24671 0.354453 0.437027 787 no 0.364992 0.35191 0.698381 -0.652831 788 yes 0.307303 1.90662 0.996345 0.455971 789 no 0.160868 -0.64631 0.089645 -2.128569 790 yes 0.176943 1.59377 0.706446 2.598634 791 yes 0.693852 0.17117 0.457741 2.668176 792 yes 0.621652 1.23451 0.905264 1.146895 793 no 0.468918 -0.41296 0.577876 0.395310 794 yes 0.869892 0.27862 0.687788 -0.922937 795 yes 0.693521 0.68901 0.976896 0.010310 796 yes 0.506954 2.05592 0.523885 2.103184 797 no 0.913281 -0.03533 0.539906 0.664808 798 yes 0.812330 0.86185 0.460216 -0.065315 799 yes 0.404537 1.44023 0.434284 2.087301 800 yes 0.794142 0.12325 0.170692 -0.361173 801 yes 0.017008 0.97030 0.326661 0.971043 802 yes 0.548779 1.85814 0.603933 1.257126 803 yes 0.254126 2.09779 0.543205 1.581264 804 yes 0.253319 0.58913 0.913799 -0.632133 805 no 0.624762 -0.29858 0.531042 0.528386 806 yes 0.090745 2.31549 0.525714 0.926192 807 yes 0.460816 0.57018 0.936825 0.075159 808 yes 0.913422 -0.18936 0.604400 1.431108 809 no 0.485198 -1.50005 0.672973 -1.752432 810 no 0.388693 -0.70742 0.401141 0.859229 811 no 0.171777 -1.09735 0.279298 -0.240325 812 yes 0.677474 0.82038 0.490023 0.635734 813 yes 0.292837 0.41464 0.282335 1.858610 814 yes 0.075759 1.07996 0.800728 1.375688 815 yes 0.719630 2.24578 0.901238 1.715853 816 yes 0.132900 1.32879 0.723071 1.675628 817 yes 0.991177 -0.83125 0.099151 -0.936434 818 yes 0.098001 1.58663 0.881622 2.314343 819 yes 0.837644 -0.27961 0.403845 -0.449501 820 no 0.548980 -0.66876 0.849829 -2.615308 821 yes 0.983142 1.80164 0.713216 1.966840 822 yes 0.703874 1.91189 0.809424 0.617448 823 no 0.281914 0.29123 0.601197 1.245510 824 no 0.253390 -0.27019 0.755457 -0.418288 825 no 0.177424 0.96533 0.011413 1.341333 826 yes 0.002899 0.60147 0.686683 -0.928400 827 yes 0.454130 2.23246 0.711580 1.868202 828 yes 0.992385 2.25843 0.868509 1.895305 829 yes 0.816874 2.42464 0.368805 1.759087 831 yes 0.898936 0.26764 0.949778 0.007126 832 yes 0.829592 0.75577 0.329583 0.348318 834 no 0.472519 -1.84882 0.489761 -0.717004 835 yes 0.272335 1.40101 0.981328 0.113842 836 yes 0.336495 -0.71323 NA -0.671445 837 no 0.057295 -1.63037 0.263489 -0.884803 838 no 0.205245 -0.38186 0.259926 0.007113 839 yes 0.869878 1.24555 0.453650 -0.960179 840 yes 0.940514 -0.15042 0.679992 0.052533 841 yes 0.960493 -0.70255 0.051881 -0.088145 842 no 0.123543 0.12897 0.505132 -1.157621 843 yes 0.881292 0.83440 0.429739 -0.104112 844 yes 0.565367 0.34477 NA -0.428346 845 yes 0.532138 0.63113 0.223154 1.220635 846 no 0.599130 -0.26277 0.905770 -1.238464 847 no 0.057423 -0.83981 0.023059 -0.030814 848 yes 0.152381 0.77885 0.468112 0.920772 849 yes 0.322148 -0.46796 0.261816 0.108646 850 yes 0.617132 0.08528 0.059659 0.778023 851 yes 0.080236 0.62552 0.265153 1.275745 852 yes 0.957499 -0.02541 0.335530 0.907481 853 yes 0.928580 0.25264 0.335359 -0.145620 854 yes 0.950919 0.12280 0.048835 0.717002 855 no 0.106630 -0.26595 0.778184 -1.027981 856 no 0.557867 -0.22562 0.535684 2.128709 857 yes 0.742990 0.24503 0.590051 0.564447 858 no 0.342305 -0.10674 0.222828 0.139924 859 no 0.370324 -0.23034 0.603387 -0.598316 860 yes 0.661521 0.27625 0.368367 -0.422841 861 yes 0.077816 1.58993 0.484562 1.883656 862 no 0.189266 -1.08383 0.973478 -0.443649 863 yes 0.408123 1.04473 0.651994 0.778161 864 yes 0.212645 0.35039 0.480768 0.067130 865 yes 0.980272 0.99549 0.760952 -0.756626 866 no 0.455587 1.12375 0.982446 1.586278 867 yes 0.955461 1.81286 0.976975 1.875699 868 yes 0.027057 0.99769 0.514185 1.182138 869 yes 0.040872 -0.48102 0.623873 0.725694 870 no 0.516094 -1.10462 0.713903 -1.093152 871 no 0.102335 0.43802 0.600638 1.375061 872 yes 0.762621 -0.12207 0.271301 0.399105 873 yes 0.161881 -0.16629 0.470160 -0.373196 874 yes 0.168592 1.76614 0.251856 1.746829 875 yes 0.857960 1.15861 0.080000 1.299449 876 yes 0.060331 1.61097 0.940516 1.090978 877 no 0.329365 -0.36095 0.591835 -0.284994 878 yes 0.821864 1.06590 0.901210 -0.255554 879 no 0.446692 -0.64227 0.166472 1.302754 880 yes 0.958970 -0.62328 0.089653 0.429352 881 yes 0.770069 2.15594 0.854178 1.318298 882 no 0.251505 0.05645 0.111225 1.112671 883 yes 0.219794 0.69478 0.134726 1.236336 884 yes 0.975353 2.95253 0.759673 1.535387 885 yes 0.647226 1.28172 0.164536 0.699432 886 yes 0.646266 1.62235 0.145121 1.459958 887 no 0.638373 -0.53777 0.805489 -0.391232 888 yes 0.096875 0.41992 0.912375 -1.085138 889 yes 0.459760 0.42159 0.816618 0.312786 890 yes 0.963888 -0.40514 0.663610 0.311250 891 yes 0.921418 0.33017 0.933833 -0.516960 892 no 0.200894 0.76253 0.929505 2.101780 893 yes 0.305496 2.00466 0.963096 2.799249 894 no 0.087948 0.26289 0.543944 -0.035473 895 yes 0.489525 0.60358 0.595704 -0.356776 896 yes 0.390110 2.27744 0.877553 2.801680 897 no 0.178165 0.54305 0.666198 1.762405 898 no 0.226200 -0.73884 0.305278 0.646587 899 yes 0.341701 0.38873 0.722774 -0.275963 900 yes 0.126380 1.24924 0.275674 -0.859199 901 yes 0.065164 1.87243 0.369838 1.537316 902 no 0.277436 -0.91428 0.242159 -0.202604 903 yes 0.600411 0.64481 0.224706 0.547571 904 no 0.273144 0.00587 0.907618 -1.300928 905 yes 0.941489 3.34858 0.510775 2.487478 906 yes 0.799276 0.58328 0.375703 2.191881 907 no 0.089915 0.59884 0.416062 0.866866 908 yes 0.392771 2.45572 0.873968 1.423089 909 no 0.174850 -1.98869 0.209710 -0.877711 910 yes 0.456753 2.66213 0.789289 0.022686 911 yes 0.481765 1.43731 0.907760 2.299408 912 no 0.142862 0.45846 0.863012 -0.417734 913 no 0.034420 -0.96831 0.025027 -0.240983 914 no 0.202052 -0.53150 0.103909 -0.041977 915 yes 0.264259 0.82482 0.445870 0.424672 916 yes 0.744758 1.68457 0.948106 2.286148 917 no 0.353447 -0.61930 0.277527 0.878092 918 yes 0.877194 0.60137 0.429960 1.117141 919 no 0.135481 -0.49614 0.266428 0.348455 920 yes 0.570409 0.80512 0.240079 1.424342 921 yes 0.412244 0.89095 0.573554 -0.248487 922 no 0.225636 0.42216 0.265942 0.342624 923 yes 0.797575 -0.15110 0.179198 0.306521 924 no 0.398676 -1.82076 0.905796 -1.322488 925 yes 0.591563 0.78396 0.926660 0.076690 926 yes 0.906964 0.36807 0.210015 0.747823 927 yes 0.384810 -0.43926 0.093229 0.719802 928 yes 0.371892 1.67952 0.323343 2.713293 929 yes 0.374292 1.54152 0.897610 1.627639 930 yes 0.182153 1.81810 0.652743 -1.142579 931 no 0.041935 0.48018 0.778476 2.346646 932 yes 0.261203 0.98390 0.808291 0.773451 933 yes 0.304963 2.59564 0.972246 1.855855 934 no 0.178528 -2.49476 0.444170 -0.696287 935 yes 0.558146 0.16858 0.860216 0.439429 936 no 0.371060 -0.29895 0.027599 NA 937 yes 0.642810 1.89838 0.882867 1.674793 938 yes 0.924116 2.88554 0.930943 0.772341 939 no 0.259350 0.09698 0.972228 -1.269423 940 no 0.239350 -0.30592 0.366247 1.031065 941 yes 0.848965 0.46339 0.294128 1.659574 942 yes 0.699012 1.00023 0.283553 0.797101 943 yes 0.884430 1.26296 0.415229 0.692157 944 no 0.209243 0.48867 0.217387 2.441919 945 yes 0.528550 2.61893 0.714819 1.151805 946 yes 0.228070 -0.29763 0.196949 -1.100359 947 no 0.102115 -0.37420 0.672934 -1.299484 948 no 0.102062 -0.93168 0.081706 0.009769 949 yes 0.150018 2.39943 0.943782 1.395197 950 yes 0.116710 0.58464 0.106046 1.611530 951 yes 0.626661 1.42745 0.247765 2.199198 952 yes 0.515649 0.25357 0.031687 -0.117818 953 no 0.670773 -2.01566 0.140344 -1.099669 954 yes 0.861331 0.15314 0.429359 0.249704 955 yes 0.636687 3.41635 0.922455 2.674688 956 yes 0.570007 0.85408 0.406613 0.957252 957 yes 0.894844 1.64488 0.544506 2.261270 958 yes 0.275016 0.86813 0.511591 0.736020 959 yes 0.490435 -0.39087 0.674481 0.025216 960 yes 0.946827 0.92172 0.580330 -0.373740 961 yes 0.142462 3.47746 0.811183 1.940507 962 no 0.174121 -0.72321 0.735465 -1.367926 963 no 0.886910 -1.39061 0.292375 0.011130 964 no 0.507694 -1.09474 0.431953 0.146824 965 yes 0.190410 1.94207 0.668128 1.712283 966 yes 0.562037 0.37227 0.483491 -1.190323 967 yes 0.547680 0.61213 0.180410 1.407403 968 yes 0.893744 0.54261 0.869066 -1.146132 969 yes 0.704781 -0.69644 0.507681 0.501502 970 yes 0.561152 1.89541 0.266981 1.847818 971 yes 0.447658 0.26029 0.735877 1.288900 972 yes 0.105691 2.66363 0.934076 0.195889 973 yes 0.658082 0.27187 0.301317 0.602696 974 yes 0.168129 0.47156 0.480801 -0.648900 975 yes 0.486573 0.92378 0.429275 1.514791 976 yes 0.167835 0.65014 0.455007 0.801190 977 no 0.129796 0.00941 0.932516 -0.196594 978 yes 0.416057 2.59802 0.715205 2.340689 979 yes 0.255846 1.45592 0.324659 1.387559 980 yes 0.693766 1.18155 0.840040 -0.118473 981 no 0.249084 0.81221 0.576653 1.967897 982 yes 0.958214 1.41414 0.907402 0.188522 983 yes 0.764405 -0.84511 0.371706 -0.765528 984 yes 0.841370 1.91582 0.906803 1.335219 985 no 0.875610 -0.27489 0.092782 0.027950 986 yes 0.009616 0.81249 0.175057 0.814890 987 yes 0.036117 2.00267 0.642911 0.744598 988 yes 0.285925 1.91452 0.793499 0.275126 989 no 0.080532 -2.36108 0.049957 0.011055 990 yes 0.968795 0.51371 0.971778 0.619783 991 yes 0.564562 2.12425 0.547148 1.004855 992 yes 0.984705 0.75640 0.204061 0.826475 993 yes 0.836639 0.60997 0.630976 -1.493118 994 yes 0.880194 1.73566 0.539175 0.319188 995 yes 0.244425 1.09061 0.129551 0.927712 996 no 0.732067 -0.34079 0.596587 -0.365658 997 yes 0.498606 0.51868 0.624927 2.265200 998 no 0.503376 -1.89325 0.744878 -0.379024 999 yes 0.568116 0.41499 0.237564 0.586568 1000 yes 0.652677 -0.61352 0.611677 -0.443679 1001 yes 0.064712 1.86870 0.807602 2.285681 1002 no 0.676612 -0.77998 0.664412 1.182485 1003 yes 0.735372 2.05636 0.639621 2.465675 1004 yes 0.111300 1.41484 0.076671 1.339216 1005 yes 0.046655 2.10707 0.849453 1.240604 1006 no 0.130910 -0.81549 0.641907 -1.962773 1007 yes 0.880956 -0.65474 0.334080 -0.265696 1008 yes 0.839725 1.17272 0.122072 -0.139591 1009 yes 0.868143 -0.44879 0.812390 -1.116607 1010 no 0.033383 -1.65515 0.353393 -0.935199 1011 yes 0.107907 -0.15783 0.484404 0.298803 1012 yes 0.549297 0.15449 0.244509 0.665990 1013 yes 0.109318 1.18653 0.986566 2.081543 1014 yes 0.722591 1.27084 0.239802 0.709753 1015 yes 0.725010 -0.14115 0.408399 -0.174954 1016 yes 0.789522 0.87775 0.278956 0.357709 1017 yes 0.617478 0.36705 0.162478 -0.700411 1018 yes 0.503007 2.45437 0.913378 0.296860 1019 no 0.456149 0.89968 0.922575 0.454617 1020 no 0.034666 -0.25208 0.356819 0.787335 1021 yes 0.209639 0.22837 0.398159 2.405219 1022 no 0.342787 0.26003 0.345072 1.282168 1023 yes 0.545595 2.67462 0.670336 3.370313 1024 yes 0.769484 1.90902 0.828048 0.130943 1025 yes 0.428765 1.54957 0.600362 1.055451 1026 yes 0.686462 0.80112 0.292243 2.517263 1027 yes 0.521869 0.73516 0.489778 -0.096720 1028 yes 0.796536 -0.54180 0.274704 0.944802 1029 yes 0.903052 1.49601 0.332615 0.439456 1030 yes 0.432457 1.35973 0.143665 0.384979 1031 no 0.331940 0.32343 0.700556 1.860404 1032 yes 0.917115 0.68051 0.650709 -2.133797 1033 yes 0.209280 0.90853 0.725510 -0.335531 1034 yes 0.812735 0.66062 0.602141 0.763819 1035 yes 0.300713 0.83270 0.461475 0.411040 1036 yes 0.572182 0.66115 0.425884 -0.684920 1037 yes 0.386782 1.35408 0.967524 1.515883 1038 yes 0.279482 1.62736 0.509440 2.186011 1039 yes 0.260043 1.02043 0.490125 -0.814125 1040 yes 0.959384 0.37886 0.106534 1.569337 1041 yes 0.634133 0.29650 0.732111 -0.043402 1042 yes 0.081877 0.96600 0.865717 0.746940 1043 yes 0.926206 0.93108 0.403544 0.278762 1044 yes 0.890943 1.79774 0.093798 2.184859 1045 yes 0.912085 1.00937 0.286989 1.011318 1046 yes 0.718499 0.29502 0.911370 -1.055769 1047 yes 0.682528 0.77705 0.573352 2.852995 1048 no 0.555186 -1.66170 0.338986 -1.304771 1049 yes 0.401709 1.68627 0.333326 2.680768 1050 yes 0.863838 1.46253 0.421129 -0.501460 1051 no 0.074414 0.37954 0.930393 -0.071051 1052 no 0.283284 -0.53314 0.991033 -0.429689 1053 no 0.162637 -0.11357 0.968391 0.942514 1055 no 0.116376 -2.05047 0.031082 -1.406452 1056 yes 0.167472 1.98290 0.222626 2.079041 1057 yes 0.475884 1.06206 0.128900 0.610779 1058 yes 0.005788 1.26699 0.371179 0.284514 1059 yes 0.974413 -0.09114 0.839025 -0.461810 1060 no 0.114148 0.41635 0.872624 1.532317 1061 no 0.080774 0.20640 0.317227 1.079950 1062 yes 0.322919 1.73378 0.014220 2.228107 1063 yes 0.118785 0.82004 0.915005 -0.056491 1064 yes 0.985772 0.26750 0.062092 0.723039 1065 yes 0.404148 1.20657 0.850280 -0.761702 1066 yes 0.241782 1.33117 0.176094 1.781105 1067 yes 0.354879 1.06940 0.423387 0.856692 1068 yes 0.153240 1.24334 0.548167 1.960897 1069 yes 0.287548 0.32315 0.025841 -0.174209 1070 yes 0.256672 2.28942 0.825792 1.287619 1071 no 0.157690 0.72043 0.778208 0.858527 1072 no 0.029772 0.35649 0.928473 -1.974909 1073 yes 0.811628 -0.56508 0.403980 -1.221647 1074 yes 0.579173 1.98206 0.880080 0.694139 1075 yes 0.576732 1.06838 0.247416 2.189741 1076 yes 0.701487 0.03088 0.714169 -0.491270 1077 yes 0.063766 0.43024 0.642759 -0.213303 1078 no 0.502483 0.31658 0.810623 -0.110607 1079 no 0.383950 0.40098 0.750536 0.910477 1081 yes 0.544390 -0.04692 0.201113 0.586639 1082 yes 0.643638 0.83712 0.462765 -0.303443 1083 yes 0.791192 2.08119 0.157461 1.770964 1084 yes 0.846853 1.68326 0.683918 2.381003 1085 no 0.072626 0.48550 0.045480 1.675073 1086 yes 0.860111 0.60444 0.471018 0.855373 1087 yes 0.956165 1.13907 0.235410 0.283794 1088 yes 0.926419 0.04807 0.682287 -0.575971 1089 no 0.053964 -0.93238 0.278720 NA 1090 no 0.246409 -0.95337 0.281443 -0.474542 1091 no 0.487370 -1.17566 0.488591 0.361980 1092 yes 0.100063 0.84955 0.628606 0.194538 1093 no 0.195159 -1.34819 0.094933 -0.891760 1094 no 0.213572 0.02223 0.231331 1.048042 1095 no 0.207682 -0.57506 0.502418 1.257900 1096 yes 0.028771 3.20448 0.712357 0.749107 1097 yes 0.234566 2.01087 0.867267 0.291779 1098 no 0.107185 -0.52351 0.794179 0.529351 1099 yes 0.277316 2.69881 0.908697 1.435741 1100 yes 0.696022 1.42938 0.505105 2.513216 1101 no 0.266257 -0.21181 0.447312 1.061589 1102 no 0.660477 -1.32873 0.259801 -1.259636 1103 yes 0.212417 2.62064 0.379902 2.345137 1104 no 0.005266 0.18640 0.030799 2.038544 1105 yes 0.102903 2.23467 0.683428 0.985344 1106 yes 0.287400 1.65354 0.201178 0.442996 1107 no 0.444156 -0.43722 0.614078 -0.828062 1108 yes 0.692993 0.32331 0.623736 -1.928295 1109 no 0.020884 0.37172 0.330336 1.625148 1110 yes 0.955752 -0.79275 0.153323 -0.894696 1111 yes 0.804111 3.05946 0.233209 1.519022 1112 yes 0.911740 0.58304 0.454986 1.300960 1113 no 0.309467 0.24672 0.877692 0.219555 1114 yes 0.323928 0.22208 0.048613 -1.274368 1115 yes 0.138360 1.92096 0.658788 0.852786 1116 yes 0.957561 0.07986 0.597123 -0.196622 1117 no 0.232669 0.53604 0.411195 1.200042 1118 no 0.023715 -0.45340 0.662923 -1.497336 1119 no 0.052112 0.08141 0.524912 -0.468977 1120 yes 0.932720 1.36393 0.782776 -0.766614 1121 yes 0.038752 1.46140 0.001346 1.118609 1122 yes 0.807114 0.90611 0.653792 0.482547 1123 yes 0.696882 1.06536 0.187835 2.008936 1124 yes 0.388051 2.58538 0.715082 2.139370 1125 no 0.390583 -0.43689 0.224947 0.910564 1126 no 0.982333 -0.17718 0.865903 -0.313239 1127 no 0.216765 -0.06063 0.949437 0.639443 1128 yes 0.566960 1.51096 0.787692 0.979023 1129 yes 0.980336 0.86798 0.397158 -0.217885 1130 yes 0.574558 1.79591 0.363784 1.446073 1131 yes 0.632867 0.49399 0.297403 1.571066 1132 yes 0.782993 1.33281 0.724029 1.518868 1133 no 0.856876 -1.14743 0.819415 -0.950442 1134 yes 0.041593 0.13850 0.516318 -0.055564 1135 yes 0.895225 1.66021 0.662311 1.314213 1136 no 0.188517 0.45062 0.929750 1.223153 1137 no 0.387342 -1.36070 0.515967 0.484322 1138 yes 0.494502 0.78287 0.853719 0.532735 1139 yes 0.370316 2.28614 0.993253 1.297091 1140 yes 0.693625 1.81791 0.210453 0.576051 1141 yes 0.733155 0.74156 0.981457 0.113831 1142 yes 0.308550 1.03957 0.182198 1.627582 1143 no 0.972442 -0.59916 0.770545 -0.083458 1144 yes 0.243334 0.20076 0.750047 0.759698 1145 yes 0.835028 0.88362 0.333834 0.928065 1146 yes 0.390576 1.31318 0.454806 0.277731 1147 yes 0.908864 0.67593 0.575047 0.774046 1148 yes 0.607566 1.08020 0.027746 0.964059 1149 yes 0.607495 0.63775 0.293936 1.776565 1150 yes 0.894327 0.30348 0.153787 0.493260 1151 no 0.975288 -1.35639 0.017028 -1.962037 1152 yes 0.676351 0.64643 0.045184 2.520548 1153 no 0.091139 -0.69583 0.434789 -0.235198 1154 yes 0.777949 0.94201 0.721939 0.186624 1155 no 0.517544 -0.57742 0.363465 -1.154434 1156 no 0.652370 -1.09392 0.158055 0.145012 1157 no 0.339298 -1.10477 0.595187 -0.346329 1158 no 0.292120 0.68385 0.862581 -1.124826 1159 no 0.783712 0.09036 0.697306 -0.519611 1160 no 0.319966 -0.51908 0.083586 1.146971 1161 yes 0.489278 1.84957 0.866003 0.912743 1162 yes 0.134142 1.25611 0.187483 0.891147 1163 no 0.653294 -0.59325 0.192888 0.915502 1164 yes 0.783924 2.10651 0.109632 3.085161 1165 no 0.921809 -1.20831 0.500457 0.622985 1166 yes 0.258464 2.61788 0.892528 1.420092 1167 yes 0.513233 1.27520 0.657435 1.023486 1168 yes 0.858583 -0.01168 0.463136 -0.231899 1170 yes 0.641468 0.33992 0.578460 0.120761 1171 yes 0.825477 1.58952 0.130506 0.601576 1172 yes 0.972295 0.87789 0.255945 -1.066593 1173 yes 0.173126 -0.23030 0.314148 1.114851 1174 yes 0.710022 -0.36688 0.168566 -0.482551 1175 no 0.110715 -0.96228 0.329276 0.569621 1177 no 0.284621 -0.10796 0.426990 0.504235 1178 yes 0.341155 2.63967 0.666805 1.885145 1179 yes 0.168895 0.82623 0.248051 1.245257 1180 yes 0.547097 1.08141 0.337947 2.720556 1181 yes 0.797206 1.15363 0.253124 -0.361908 1182 yes 0.858631 0.18037 0.697081 -0.336485 1183 no 0.332270 -0.62512 0.546951 -0.096613 1184 yes 0.515725 -0.35923 0.010795 -0.968068 1185 yes 0.371685 1.24465 0.430128 0.757355 1186 no 0.436701 -0.75233 0.805035 1.910925 1187 yes 0.742429 0.25430 0.039591 -0.569579 1188 yes 0.011101 -0.06011 0.262913 0.834382 1189 yes 0.046900 1.05760 0.923290 1.005435 1190 no 0.371818 -0.32984 0.338520 -0.308871 1191 yes 0.658157 0.20626 0.476151 0.740155 1192 yes 0.529650 -0.09691 0.135148 0.550446 1193 yes 0.588914 1.64771 0.713469 -0.349445 1194 yes 0.785948 1.23919 0.673980 -0.060740 1195 yes 0.504573 0.22474 0.284686 -0.228212 1196 yes 0.593547 -0.09446 0.783026 0.433814 1197 no 0.872144 -0.61253 0.253407 2.303916 1198 yes 0.891242 1.88082 0.467085 0.637279 1199 yes 0.939549 0.01241 0.524966 1.066986 1200 yes 0.848770 0.14250 0.126490 -0.198720 1201 yes 0.811404 0.71177 0.967252 -1.085628 1202 yes 0.824689 1.69284 0.632895 0.262153 1203 yes 0.916008 0.21246 0.627230 1.245869 1204 yes 0.723415 0.13843 0.229071 0.697557 1205 yes 0.910254 0.92751 0.900216 2.266597 1206 no 0.785773 -1.82128 0.030478 -0.655378 1207 yes 0.224662 0.20984 0.168593 -0.110319 1208 no 0.025506 0.55225 0.566573 1.509036 1209 no 0.382444 -0.53112 0.223594 -0.746237 1210 no 0.920264 -0.96863 0.517902 -1.122976 1211 no 0.842049 -1.88753 0.236624 -0.015089 1212 yes 0.879421 0.49992 0.597689 -0.445532 1213 no 0.715014 0.36218 0.966253 -0.345871 1214 yes 0.945105 0.57448 0.532088 1.616704 1215 yes 0.377839 0.40828 0.309349 0.678984 1216 yes 0.475369 1.44853 0.493624 1.899973 1217 yes 0.764876 0.58557 0.220049 3.032459 1218 yes 0.762309 -0.48911 0.175656 0.567021 1219 no 0.276107 -1.49934 0.412821 0.253976 1220 yes 0.013930 0.79264 0.184007 1.979031 1221 yes 0.191360 1.42344 0.493062 1.172054 1222 yes 0.508208 0.76881 0.874563 1.709913 1223 yes 0.357133 2.08079 0.732824 1.093497 1224 no 0.064196 -0.12276 0.800560 0.543025 1225 yes 0.694495 2.69374 0.900118 1.970555 1226 no 0.911169 0.37642 0.520046 2.107405 1227 no 0.449594 -2.08388 0.227503 0.069344 1228 yes 0.854835 0.39299 0.993584 0.017812 1229 yes 0.751918 -0.24782 0.279130 -1.204707 1230 yes 0.374545 0.48475 0.720368 1.071792 1231 yes 0.609409 1.13066 0.850112 0.690975 1232 no 0.792775 -1.56982 0.902292 -1.102181 1233 yes 0.386680 1.78841 0.681961 2.425625 1234 no 0.124153 0.95526 0.996270 -1.207851 1235 no 0.267550 -0.63630 0.025486 0.197179 1236 yes 0.521274 1.71144 0.467464 1.469686 1237 no 0.590104 -0.91678 0.562609 -1.087735 1238 no 0.886543 -1.79535 0.446131 -0.989653 1239 yes 0.328782 1.68452 0.229632 0.911344 1240 yes 0.404275 -0.63942 0.169759 0.096049 1241 yes 0.047014 1.36304 0.788700 1.025003 1242 yes 0.480532 0.15750 0.296418 -2.234108 1243 yes 0.748229 1.50366 0.158423 2.458905 1244 yes 0.443648 1.49888 0.885079 1.041019 1245 no 0.468462 -0.98501 0.376838 -0.820272 1246 no 0.731393 -1.19467 0.113158 0.156654 1247 yes 0.293247 0.23250 0.391629 -0.243408 1248 yes 0.163581 0.41568 0.138770 -0.138656 1249 yes 0.503860 0.22923 0.607985 0.048151 1250 no 0.192166 -0.18084 0.751977 -0.714307 1251 no 0.321274 -1.56391 0.882040 -0.004334 1252 yes 0.029733 0.76009 0.856380 0.173172 1253 no 0.869981 -0.77052 0.482242 -0.136043 1254 yes 0.647167 0.15907 0.380894 0.117191 1255 no 0.318807 -2.03298 0.109952 -1.692819 1256 yes 0.293482 1.37779 0.884859 -0.255801 1258 yes 0.407681 2.52379 0.841464 1.640874 1259 yes 0.663764 0.60490 0.261436 0.961899 1260 yes 0.049679 1.82592 0.735648 1.445953 1261 yes 0.495533 1.06139 0.969048 1.265649 1262 yes 0.785123 2.34274 0.792670 1.573730 1263 yes 0.906234 0.42201 0.118998 -0.172214 1264 no 0.020997 -0.88362 0.158028 -0.531759 1265 yes 0.162863 0.86683 0.159968 0.452666 1266 yes 0.654907 0.14778 0.802673 -0.271449 1267 no 0.887484 -1.78925 0.358095 -0.509684 1268 yes 0.925433 -0.55604 0.037900 0.759745 1269 yes 0.448821 0.99336 0.322349 1.105704 1270 no 0.039802 -1.01357 0.467334 -1.102789 1271 yes 0.661047 -0.01538 0.093415 -0.194773 1272 no 0.174042 0.30155 0.614320 0.558860 1273 yes 0.026689 0.87457 0.359350 1.486603 1274 no 0.626594 -1.40473 0.089405 1.274967 1275 yes 0.031573 2.05336 0.210098 1.835705 1276 yes 0.114810 2.80432 0.472451 1.703309 1277 no 0.951679 -1.22976 0.175901 0.932775 1278 yes 0.955425 0.96963 0.207582 0.313906 1279 yes 0.609623 0.56550 0.064493 0.151290 1280 yes 0.104701 1.55521 0.424686 0.979709 1281 yes 0.692147 0.37407 0.210623 1.793477 1282 no 0.891687 0.16666 0.781006 0.679626 1283 yes 0.737419 0.57734 0.268694 0.851851 1284 yes 0.331608 1.28352 0.732078 -0.520495 1285 yes 0.622847 1.18559 0.417212 2.063129 1286 yes 0.765353 1.11549 0.680771 0.065070 1287 yes 0.077647 1.57913 0.247300 0.877329 1288 yes 0.650669 -0.20832 0.308518 1.190903 1289 yes 0.395231 0.90590 0.971758 0.710668 1290 yes 0.781125 1.28900 0.658478 0.091749 1291 yes 0.626846 0.59231 0.238888 -0.035098 1292 no 0.015295 -0.81297 0.602945 -0.326705 1293 no 0.916748 -0.57301 0.685105 -2.121443 1294 yes 0.133363 1.27917 0.654528 0.249666 1295 no 0.079919 -0.25064 0.343179 -1.144256 1296 yes 0.219676 1.64398 0.708439 -0.506375 1297 yes 0.007125 0.69749 0.486814 -0.769911 1298 no 0.821646 0.74415 0.935924 -0.201009 1299 no 0.113951 0.56702 0.004591 0.682345 1300 yes 0.312970 0.85812 0.586030 1.796346 1301 yes 0.090881 0.95272 0.494658 1.247534 1302 yes 0.972713 1.95586 0.936548 1.715712 1303 yes 0.852674 1.39449 0.815401 0.752890 1304 yes 0.498993 0.79182 0.889332 -0.301581 1305 yes 0.274404 -0.01546 0.195681 -0.422306 1306 no 0.291714 -0.56500 0.516383 -0.734473 1307 no 0.053610 -1.60756 0.000613 -0.771064 1308 no 0.970455 0.17679 0.898842 -0.039393 1309 yes 0.577010 0.72394 0.440624 2.681459 1310 yes 0.498106 0.45993 0.259934 0.610303 1311 no 0.682937 -0.98399 0.358761 -0.573933 1312 yes 0.549529 -0.56218 0.501154 -0.930483 1313 yes 0.488947 1.17307 0.555741 0.519321 1314 yes 0.577505 0.54101 0.565812 0.756422 1315 yes 0.839718 2.39525 0.623845 1.499494 1316 yes 0.056195 1.19649 0.945470 1.771380 1317 yes 0.799571 1.42655 0.580717 1.723143 1318 yes 0.349967 -0.18801 0.076765 -0.255068 1319 yes 0.240423 -0.17030 0.014710 0.746647 1320 yes 0.465402 1.57719 0.623993 1.440250 1321 yes 0.580549 0.13736 0.084326 0.984608 1322 yes 0.240043 0.99282 0.079004 2.985525 1323 yes 0.186324 1.11251 0.239922 1.605378 1324 yes 0.696716 -0.53349 0.332181 -0.634720 1325 yes 0.946349 0.90893 0.959462 -0.653413 1326 no 0.451978 -0.98736 0.292060 0.946459 1327 no 0.246107 0.31388 0.777456 0.993071 1328 no 0.197000 -0.24391 0.744784 -0.028420 1329 no 0.820084 -1.23582 0.497182 -0.618810 1330 no 0.711902 0.16868 0.997163 0.253002 1331 yes 0.441898 1.04742 0.895886 0.062675 1332 yes 0.084881 1.80368 0.687452 1.085848 1333 yes 0.221731 0.95614 0.606368 0.357291 1334 no 0.186511 -0.38127 0.788252 0.310465 1335 no 0.484718 -0.45419 0.926405 -1.267440 1336 yes 0.374678 0.28857 0.672230 1.842658 1337 yes 0.709196 2.12261 0.428496 0.083797 1338 no 0.530020 -0.62514 0.053827 0.744048 1339 yes 0.414721 0.41875 0.719626 0.019550 1340 yes 0.286314 1.41447 0.941174 0.457489 1341 no 0.582170 -0.15149 0.886531 -0.144538 1342 no 0.039094 -0.40727 0.572588 0.445673 1343 yes 0.404533 1.63799 0.834026 -0.247355 1344 no 0.453624 -1.06849 0.462375 0.289882 1345 yes 0.705486 2.34002 0.564500 0.673129 1346 yes 0.886801 0.97265 0.342394 1.423683 1347 yes 0.988835 0.70663 0.372528 0.997746 1348 no 0.000715 1.24406 0.373092 0.838612 1349 yes 0.779501 2.34554 0.431271 1.466363 1350 yes 0.749092 1.20020 0.128184 0.150872 1351 yes 0.413512 -0.04087 0.274300 0.386979 1352 no 0.854451 -0.74837 0.587468 -1.008830 1353 yes 0.290469 0.76436 0.108077 0.309922 1354 no 0.583116 -0.27630 0.237508 1.439421 1355 no 0.901191 -0.97288 0.152003 -1.024560 1356 yes 0.492400 2.55634 0.822742 1.938830 1357 no 0.725204 -0.34617 0.418503 0.013124 1358 yes 0.919770 1.57981 0.777685 0.279845 1359 yes 0.624325 0.80528 0.062669 1.153775 1360 no 0.519264 -0.61628 0.148380 0.220156 1361 no 0.288578 0.88140 0.733464 1.133791 1362 no 0.002466 -0.41902 0.140016 -0.943177 1363 yes 0.968735 1.30711 0.937804 1.842527 1364 yes 0.770434 0.38964 0.198983 0.352066 1365 yes 0.633179 0.80661 0.156999 1.434097 1366 yes 0.894337 0.63688 0.691160 -0.761830 1367 no 0.296609 0.35447 0.761610 0.306452 1368 yes 0.802685 -0.64331 0.125086 0.327753 1369 no 0.141017 0.09192 0.754365 0.882871 1370 yes 0.692168 1.32827 0.832578 0.625428 1371 yes 0.845080 0.57095 0.360937 1.193675 1372 yes 0.678251 -0.75420 0.502293 0.456378 1373 no 0.709726 -1.75627 0.605000 -1.087629 1374 no 0.645901 -0.18733 0.733934 -1.086461 1375 no 0.965203 -0.20722 0.806091 -1.173751 1376 yes 0.710520 1.11517 0.922509 1.513772 1377 no 0.870480 -0.71382 0.828013 0.005185 1378 yes 0.909245 1.85927 0.968256 1.836632 1379 yes 0.078937 0.17055 0.717292 0.217751 1380 yes 0.117879 1.77493 0.803781 0.924915 1381 yes 0.781208 1.76735 0.823929 -0.130047 1382 yes 0.497808 3.44914 0.744819 1.092484 1383 yes 0.182946 -0.03057 0.512284 -0.420488 1384 yes 0.672435 -0.36478 0.392065 2.153406 1385 yes 0.560286 0.51644 0.351115 2.011920 1386 yes 0.804093 0.50972 0.722496 0.706546 1387 yes 0.317322 0.76002 0.666639 -0.290721 1388 no 0.092444 -0.04207 0.961448 -0.538814 1389 no 0.465409 -0.59968 0.778547 0.208264 1390 yes 0.260287 1.16228 0.588089 -0.062972 1391 yes 0.611302 0.97885 0.539736 2.085387 1392 yes 0.003955 0.88004 0.672702 1.900933 1393 yes 0.809207 0.22020 0.146714 1.750198 1394 no 0.600986 -0.75899 0.675277 -0.128354 1395 yes 0.686211 0.51697 0.354149 1.317912 1396 yes 0.376664 1.32558 0.621028 2.515210 1397 no 0.366566 -1.11753 0.805050 0.135737 1398 yes 0.248724 1.12564 0.717421 1.301018 1399 no 0.277661 0.10948 0.857835 0.557547 1400 yes 0.443706 0.55504 0.813774 -0.264157 1401 no 0.676450 -0.49557 0.062082 -1.278177 1402 no 0.888699 0.09347 0.636242 0.202372 1403 yes 0.950151 0.73402 0.318502 0.261122 1404 yes 0.916997 0.50496 0.470941 2.246807 1405 yes 0.905190 2.14452 0.482949 1.377751 1406 yes 0.356233 1.36278 0.010221 1.732142 1407 no 0.569793 -0.83691 0.705400 0.976788 1408 yes 0.115650 0.76295 0.659827 1.279935 1409 no 0.241869 -0.79773 0.122397 -0.296539 1410 no 0.143181 -0.64223 0.505608 0.065476 1411 yes 0.808959 1.35097 0.978154 1.255579 1412 no 0.808761 -1.52057 0.181939 -0.491426 1413 yes 0.214478 1.08937 0.683706 1.511119 1414 yes 0.141958 0.86687 0.686805 -0.065539 1415 yes 0.709703 1.14954 0.890758 0.799576 1416 yes 0.631485 1.55147 0.124568 3.264032 1417 yes 0.629500 0.92326 0.363441 0.649434 1418 yes 0.864516 1.86221 0.459114 2.401625 1419 no 0.206856 -0.78091 0.373274 -1.151974 1420 no 0.728507 -0.52394 0.275331 0.843077 1421 no 0.137940 -2.76890 0.712896 -1.334003 1422 yes 0.368744 1.19680 0.861716 -0.284960 1423 yes 0.329919 1.65830 0.914811 1.393372 1424 no 0.518932 -0.35665 0.808703 -1.220872 1425 no 0.427311 -0.63204 0.785204 -1.094446 1426 yes 0.914699 0.59199 0.990392 0.490656 1427 yes 0.924724 0.20823 0.315222 0.993061 1428 yes 0.614107 0.92270 0.983260 0.401320 1429 no 0.545927 -0.00746 0.595317 -0.792302 1430 no 0.065929 0.41081 0.905435 -0.234980 1431 yes 0.411665 2.21855 0.700302 2.708806 1432 yes 0.977828 0.07353 0.984303 -0.531088 1433 yes 0.196845 2.20107 0.455398 0.586463 1434 yes 0.367116 1.49551 0.933252 1.579222 1435 yes 0.862761 1.01331 0.871853 0.487770 1436 no 0.200715 0.39460 0.137621 0.364488 1437 no 0.571907 -0.09950 0.923248 2.182394 1438 yes 0.429323 2.20540 0.912557 1.972019 1439 yes 0.258470 -0.11917 0.415203 0.917472 1440 yes 0.717571 0.82490 0.352363 -0.033292 1441 yes 0.618956 2.17477 0.913001 0.602604 1442 yes 0.961282 -0.70986 0.629527 -0.695427 1443 no 0.176601 -0.92566 0.170470 -1.665718 1444 yes 0.637128 -0.31739 0.252019 -0.546507 1445 no 0.329653 0.02710 0.242586 1.197728 1446 yes 0.750999 1.29589 0.214960 1.610614 1447 yes 0.354767 1.74698 0.954868 1.089174 1448 no 0.025192 -0.52178 0.372123 0.022193 1449 yes 0.206765 1.09985 0.322988 1.341425 1450 no 0.422789 0.06426 0.840424 -0.249129 1451 yes 0.281955 0.64712 0.283980 -0.170993 1452 yes 0.594188 1.05213 0.262765 1.472252 1453 yes 0.844731 1.16263 0.855562 0.300360 1454 yes 0.965143 -0.26372 0.051291 0.985816 1455 yes 0.526353 1.20766 0.957146 1.475253 1456 no 0.342590 0.56189 0.907777 1.201369 1457 yes 0.026799 0.55707 0.829055 -0.428916 1458 yes 0.508971 -0.07645 0.362518 0.705360 1459 yes 0.235728 0.33543 0.007859 1.126933 1460 yes 0.769041 0.90857 0.390910 0.822949 1461 yes 0.636815 0.95547 0.831863 1.523080 1462 no 0.538696 -0.89623 0.089229 -1.226492 1463 no 0.669907 1.00341 0.688895 1.497237 1464 yes 0.880363 1.58684 0.595531 0.179383 1465 yes 0.067110 2.14440 0.698695 0.410983 1466 yes 0.635072 0.16057 0.003330 -0.993149 1467 yes 0.518343 0.85333 0.706788 0.122422 1468 yes 0.860376 0.64557 0.559464 0.827393 1469 no 0.253344 -1.03833 0.056370 -0.831977 1470 no 0.143078 -0.44679 0.816621 0.588247 1471 no 0.362465 -0.72489 0.486508 -0.379036 1472 yes 0.695813 1.47004 0.574759 0.316951 1473 no 0.194605 0.96701 0.814738 -0.676104 1474 yes 0.865168 0.49069 0.484224 0.716622 1475 yes 0.741477 1.21822 0.118498 1.889620 1476 yes 0.801858 0.77723 0.839412 0.968213 1477 yes 0.239092 -0.06203 0.044084 0.228544 1478 yes 0.525728 NA 0.860585 2.288715 1479 yes 0.344699 0.35327 0.403101 0.466768 1480 yes 0.840987 1.17746 0.748245 1.329952 1481 yes 0.558285 0.20332 0.462135 1.295745 1482 no 0.856468 0.15958 0.395520 -0.215275 1483 no 0.983418 -0.95166 0.311166 0.307575 1484 yes 0.503827 1.08087 0.125349 -0.958772 1485 yes 0.465052 0.08795 0.326303 0.420843 1486 yes 0.111071 1.04352 0.796262 0.963804 1487 no 0.071202 -0.37635 0.408652 1.072289 1488 no 0.989879 -1.45382 0.271385 -0.305570 1489 yes 0.742690 0.33226 0.635074 1.946124 1490 yes 0.823051 0.37187 0.958827 -0.578916 1491 yes 0.810450 0.24964 0.116714 -0.264067 1492 yes 0.590752 -0.18449 0.016712 0.073934 1493 no 0.831272 -0.37673 0.370192 0.837734 1494 yes 0.618295 1.70988 0.863999 2.008480 1495 yes 0.224539 0.74075 0.691724 1.137646 1496 yes 0.195654 0.50005 0.140296 0.764183 1497 no 0.268800 -0.27170 0.431138 0.520238 1498 yes 0.547224 1.60561 0.518295 1.733524 1499 yes 0.203628 2.00910 0.601503 1.558380 1500 no 0.450685 -0.72721 0.336864 -0.330969 xo2 1 0.26802 2 0.10178 3 0.13362 4 0.79935 5 0.01499 6 0.70541 7 0.48751 8 0.96911 9 0.39728 10 0.67167 11 0.70348 12 0.22813 13 0.28793 14 0.02791 16 0.91308 17 0.71111 18 0.76813 19 0.57363 20 0.91637 21 0.14931 23 0.35816 24 0.88972 25 0.08427 26 0.90163 27 0.29616 28 0.89583 29 0.60828 30 0.82045 31 0.90586 32 0.88362 33 0.43231 34 0.31929 35 0.92605 36 0.21009 37 0.95024 38 0.17324 39 0.84459 40 0.55695 41 0.52121 42 0.07611 43 0.83969 44 0.20787 45 0.04868 46 0.46014 47 0.55645 48 0.53218 49 0.25042 50 0.46840 51 0.07467 52 0.24523 53 0.79733 54 0.13691 55 0.60126 56 0.86533 57 0.24618 58 0.12152 59 0.49387 60 0.67514 61 0.19618 62 0.68136 63 0.03059 64 0.46305 65 0.77067 66 0.31973 67 0.36462 68 0.71082 69 0.08179 70 0.51825 71 0.21729 72 0.27086 73 0.73138 74 0.47093 75 0.39142 76 0.26809 78 0.37695 79 0.44044 80 0.88067 81 0.93462 82 0.44054 83 0.66099 84 0.18688 85 0.23023 86 0.62476 87 0.05365 88 0.76174 89 0.30210 90 0.66833 91 0.88154 92 0.32223 93 0.58301 94 0.33211 95 0.41783 96 0.34318 97 0.13257 98 0.46972 99 0.96692 100 0.32552 101 0.24245 102 0.28190 103 0.81151 105 0.79002 106 0.90630 107 0.63618 108 0.72779 109 0.91113 110 0.35863 111 0.26206 112 0.97399 113 0.91908 114 0.94769 115 0.89067 116 0.73624 117 0.61560 118 0.83537 119 0.99863 120 0.79516 121 0.54084 122 0.37912 123 0.38018 124 0.01863 125 0.60939 126 0.33844 127 0.06681 128 0.09352 129 0.11581 130 0.44036 131 0.17903 132 0.59586 133 0.55473 134 0.90060 135 0.15010 136 0.99065 137 0.32132 138 0.75159 139 0.49231 140 0.28257 141 0.87022 142 0.65086 143 0.59662 144 0.96850 145 0.76166 146 0.06293 147 0.10836 148 0.37775 149 0.15076 150 0.38658 151 0.34668 152 0.20717 153 0.32657 154 0.89307 155 0.40363 156 0.62729 157 0.82173 158 0.25270 159 0.93294 160 0.12033 161 0.61085 162 0.62643 163 0.48372 164 0.02310 165 0.48669 166 0.10232 167 0.25319 168 0.85184 169 0.82689 170 0.35179 171 0.43475 172 0.85605 173 0.78537 174 0.21715 175 0.02237 176 0.58500 177 0.26355 178 0.25173 179 0.86959 180 0.20550 181 0.20444 182 0.86198 183 0.83564 184 0.23702 185 0.04032 186 0.05146 187 0.20969 188 0.35191 189 0.30675 190 0.56295 191 0.06295 192 0.86279 193 0.58204 194 0.28729 195 0.28616 196 0.79336 197 0.28666 198 0.17285 199 0.38718 200 0.14066 201 0.87873 202 0.52336 203 0.97840 204 0.60694 205 0.39522 206 0.94858 207 0.46837 208 0.54843 209 0.39733 210 0.09196 211 0.74242 212 0.15282 213 0.83032 214 0.29410 215 0.99986 216 0.14822 217 0.21855 218 0.14628 219 0.00569 220 0.36665 221 0.11349 222 0.01890 223 0.26716 224 0.94617 225 0.92064 226 0.07389 227 0.71910 228 0.60346 230 0.16505 231 0.24723 232 0.61760 233 0.91277 234 0.33754 235 0.11154 236 0.42953 237 0.30498 238 0.45551 239 0.99515 240 0.36950 241 0.22993 242 0.26244 243 0.20201 244 0.45950 245 0.41573 246 0.06922 247 0.52107 248 0.20161 249 0.20922 250 0.15963 251 0.17493 252 0.83441 253 0.21017 254 0.60412 255 0.99011 256 0.56421 257 0.37293 258 0.38678 259 0.95636 260 0.48904 261 0.98879 262 0.77291 263 0.73461 264 0.70361 265 0.53635 266 0.07013 267 0.59313 268 0.34485 269 0.55477 270 0.38411 271 0.79467 272 0.43902 273 0.49145 274 0.65102 275 0.72057 276 0.99834 277 0.10232 278 0.22100 279 0.04116 280 0.00610 281 0.57790 282 0.59993 283 0.84725 284 0.23371 285 0.74056 286 0.43829 287 0.22910 288 0.39816 289 0.01232 290 0.84369 291 0.06527 292 0.54437 293 0.03119 294 0.48939 295 0.93867 296 0.42672 297 0.69920 298 0.14608 299 0.42109 300 0.71889 301 0.11328 302 0.71161 303 0.33656 304 0.02663 305 0.53457 306 0.23884 307 0.15476 308 0.06055 309 0.85193 310 0.73542 311 0.20990 312 0.73693 313 0.25185 314 0.81226 315 0.85026 316 0.11333 317 0.36757 318 0.58670 319 0.07845 320 0.82848 321 0.62053 322 0.42710 323 0.25361 324 0.26184 325 0.39799 326 0.83540 327 0.14360 328 0.54894 329 0.57822 330 0.79193 331 0.01290 332 0.33280 333 0.03103 334 0.02231 335 0.91585 336 0.65587 337 0.74567 338 0.05737 339 0.44910 340 0.05655 341 0.60385 342 0.07585 343 0.37468 344 0.67971 345 0.93037 346 0.48780 347 0.47327 348 0.66213 349 0.40249 350 0.11476 351 0.87307 352 0.88330 353 0.85899 354 0.18332 355 0.46137 356 0.64957 357 0.75720 358 0.86039 359 0.43918 360 0.37698 361 0.64792 362 0.63033 363 0.24324 364 0.20845 365 0.60831 366 0.74392 367 0.27082 368 0.76435 369 0.43245 370 0.77709 371 0.32399 372 0.52291 373 0.98911 374 0.44713 375 0.55419 376 0.17346 377 0.34971 378 0.24984 379 0.88502 380 0.11149 381 0.47797 382 0.98840 383 0.59188 384 0.22334 385 0.25069 386 0.65963 387 0.50425 388 0.46826 389 0.99005 390 0.84407 391 0.52381 392 0.77247 393 0.07396 394 0.46069 395 0.98611 396 0.52832 397 0.99003 398 0.21002 399 0.32139 400 0.51657 401 0.11015 402 0.55579 403 0.55699 404 0.89358 405 0.29815 406 0.22436 407 0.63218 408 0.81574 409 0.54367 410 0.79276 411 0.93471 412 0.55950 413 0.50383 414 0.80513 415 0.43519 416 0.12034 417 0.76291 418 0.38275 419 0.75330 420 0.52685 421 0.47897 422 0.42917 423 0.99733 424 0.08108 425 0.22301 426 0.38459 427 0.15215 428 0.47266 429 0.08069 430 0.03517 431 0.09494 432 0.46532 433 0.16333 434 0.59146 435 0.27278 436 0.89953 437 0.60840 438 0.08075 439 0.41980 440 0.12427 441 0.70637 442 0.78394 443 0.05190 444 0.06460 445 0.00890 446 0.49492 447 0.19410 448 0.82520 449 0.64454 450 0.10999 451 0.60992 452 0.09055 453 0.47478 454 0.74075 455 0.77454 456 0.25511 457 0.75113 458 0.93448 459 0.14968 460 0.48600 461 0.13873 462 0.81946 463 0.04617 464 0.61060 465 0.48899 466 0.31193 467 0.83502 468 0.76499 469 0.70700 470 0.10127 471 0.55551 472 0.80780 473 0.73937 474 0.80737 475 0.89221 476 0.38927 477 0.71449 478 0.03350 479 0.08877 480 0.73572 481 0.23499 482 0.14357 483 0.46158 484 0.71586 485 0.26552 486 0.91374 487 0.22594 488 0.55700 489 0.10983 490 0.94485 491 0.43199 492 0.69446 493 0.34658 494 0.73488 495 0.04150 496 0.13862 497 0.98930 498 0.74281 499 0.72050 500 0.92173 501 0.38404 502 0.54248 503 0.98650 504 0.31246 505 0.92958 506 0.59213 507 0.34216 508 0.37885 509 0.47033 510 0.02330 511 0.55464 512 0.53903 513 0.56872 514 0.92251 515 0.23763 516 0.77742 517 0.05375 518 0.87410 519 0.19689 520 0.38077 521 0.20351 522 0.57422 523 0.46361 524 0.55621 525 0.29072 526 0.24348 527 0.38283 528 0.48332 529 0.10328 530 0.91481 531 0.86165 532 0.58960 533 0.74718 534 0.29089 535 0.14734 536 0.14918 537 0.21089 538 0.76788 539 0.00111 540 0.85608 541 0.16568 542 0.29224 543 0.22307 544 0.52572 545 0.92739 546 0.85733 547 0.99649 548 0.57970 549 0.87753 550 0.05854 551 0.76881 552 0.20231 553 0.33783 554 0.97094 555 0.03288 556 0.34945 557 0.25268 558 0.47861 559 0.02801 560 0.87366 561 0.68153 562 0.73847 563 0.35925 564 0.99507 565 0.49249 566 0.28645 567 0.16677 568 0.18847 569 0.02203 570 0.63433 571 0.98720 572 0.45568 574 0.98802 575 0.24592 576 0.20758 577 0.83021 579 0.86366 580 0.73012 581 0.10926 582 0.85063 583 0.14388 584 0.86838 585 0.53969 586 0.60818 587 0.95535 588 0.44633 589 0.80292 590 0.22180 591 0.87623 592 0.72714 593 0.29642 594 0.96429 595 0.04199 596 0.72729 598 0.07373 600 0.91077 601 0.52455 602 0.45642 603 0.71477 604 0.63488 605 0.70279 606 0.30547 607 0.17325 608 0.98571 609 0.67917 610 0.85868 611 0.86626 612 0.20464 613 0.61391 614 0.76261 615 0.99483 616 0.79184 617 0.88972 618 0.60741 619 0.54984 620 0.25845 621 0.04395 622 0.98701 623 0.05789 624 0.04097 625 0.66889 626 0.92926 627 0.47371 628 0.60568 629 0.62304 630 0.72303 631 0.88970 632 0.10393 633 0.10873 634 0.21059 635 0.62326 636 0.70470 638 0.43287 639 0.37878 640 0.35256 641 0.86507 642 0.61093 643 0.01672 644 0.97120 645 0.28702 646 0.16713 647 0.87300 648 0.62427 649 0.24547 650 0.19468 651 0.66431 652 0.57639 653 0.91490 654 0.26972 655 0.03795 656 0.95702 657 0.66220 658 0.65521 659 0.01830 660 0.49760 661 0.02718 662 0.83408 663 0.24627 664 0.50535 665 0.19129 666 0.56094 667 0.38890 668 0.64438 669 0.30588 670 0.78702 671 0.81131 672 0.33648 673 NA 674 0.72798 675 0.80453 676 0.26680 677 0.18159 678 0.31665 679 0.69484 680 0.23559 681 0.76320 682 0.62380 683 0.42178 684 0.75688 685 0.90894 686 0.95175 687 0.47901 688 0.10639 689 0.77171 690 0.24764 691 0.26744 692 0.72841 693 0.72264 694 0.50464 695 0.32322 696 0.53318 697 0.58372 698 0.62145 699 0.11961 700 0.53082 701 0.92061 702 0.99491 703 0.12952 704 0.13970 705 0.80455 706 0.06572 707 0.94798 708 0.54963 709 0.79132 710 0.84865 711 0.29613 712 0.59733 713 0.46049 714 0.46153 715 0.24321 716 0.69775 717 0.36961 718 0.48675 719 0.13130 720 0.43699 721 0.44111 722 0.30462 723 0.20760 724 0.16104 725 0.21421 726 0.14027 727 0.97045 728 0.29516 729 0.65956 730 0.74820 731 0.69003 732 0.78863 733 0.31651 734 0.91933 735 0.03908 736 0.33149 737 0.28429 738 0.36389 739 0.48001 740 0.63989 741 0.20471 742 0.26141 743 0.24154 744 0.72253 745 0.87514 746 0.50106 747 0.57546 748 0.46062 749 0.48785 750 0.91827 751 0.99878 752 0.87939 753 0.09437 754 0.04410 755 0.49172 756 0.67179 757 0.12371 758 0.33555 759 0.37209 760 0.09807 761 0.29003 762 0.94970 763 0.84780 764 0.05900 765 0.58647 766 0.58051 767 0.49014 768 0.00344 769 0.33254 770 0.52574 771 0.07541 772 0.40933 773 0.29197 774 0.76991 775 0.33403 776 0.55818 777 0.92147 778 0.84622 779 0.31377 780 0.18277 781 0.58084 782 0.42370 783 0.99330 784 0.13977 785 0.24423 786 0.27587 787 0.27612 788 0.42888 789 0.65214 790 0.32134 791 0.86589 792 0.59511 793 0.10668 794 0.32103 795 0.92409 796 0.76158 797 0.88477 798 0.87155 799 0.95756 800 0.18131 801 0.66663 802 0.66790 803 0.41952 804 0.08528 805 0.82226 806 0.55966 807 0.08536 808 0.70196 809 0.06557 810 0.59595 811 0.53392 812 0.14467 813 0.87638 814 0.83513 815 0.46386 816 0.56665 817 0.15727 818 0.93771 819 0.22917 820 0.90825 821 0.87815 822 0.07553 823 0.61937 824 0.63734 825 0.89625 826 0.41573 827 0.18034 828 0.16144 829 0.17050 831 0.37116 832 0.36199 834 0.69895 835 0.47593 836 0.34447 837 0.29499 838 0.23219 839 0.17312 840 0.48545 841 0.85945 842 0.41799 843 0.26613 844 0.16141 845 0.40099 846 0.26236 847 0.30276 848 0.24835 849 0.35810 850 0.68760 851 0.51169 852 0.91082 853 0.81565 854 0.43276 855 0.15090 856 0.74353 857 0.84826 858 0.42537 859 0.32066 860 0.07115 861 0.73130 862 NA 863 0.98950 864 0.91509 865 0.40019 866 0.39600 867 0.77228 868 0.96926 869 0.94341 870 0.13501 871 0.61088 872 0.07030 873 0.04227 874 0.41997 875 0.66313 876 0.51235 877 0.09942 878 0.23994 879 0.65718 880 0.79217 881 0.29573 882 0.93043 883 0.32683 884 0.77183 885 0.06603 886 0.19402 887 0.16460 888 0.99873 889 0.53962 890 0.83618 891 0.16847 892 0.64676 893 0.98267 894 0.92867 895 0.11881 896 0.98399 897 0.98945 898 0.26625 899 0.67497 900 0.61784 901 0.61100 902 0.51756 903 0.76583 904 0.04213 905 0.86939 906 0.57045 907 0.63323 908 0.86111 909 0.02332 910 0.30794 911 0.95375 912 0.53579 913 0.24008 914 0.76581 915 0.28853 916 0.97362 917 0.85717 918 0.47554 919 0.10112 920 0.93576 921 0.91432 922 0.82343 923 0.65700 924 0.03444 925 0.24223 926 0.11386 927 0.69811 928 0.37984 929 0.51681 930 0.14226 931 0.88370 932 0.62620 933 0.43030 934 0.45375 935 0.07537 936 0.60442 937 0.73940 938 0.30493 939 0.11422 940 0.01684 941 0.93014 942 0.11021 943 0.12858 944 0.72425 945 0.07434 946 0.78474 947 0.01257 948 0.89747 949 0.45930 950 0.88539 951 0.94240 952 0.84166 953 0.98100 954 0.10786 955 0.99596 956 0.83550 957 0.91199 958 0.10337 959 0.53071 960 0.02438 961 0.38329 962 0.24560 963 0.19881 964 0.14173 965 0.83634 966 0.12470 967 0.59940 968 0.08778 969 0.74287 970 0.49256 971 0.09403 972 0.16080 973 0.64632 974 0.11913 975 0.42252 976 0.57263 977 0.60588 978 0.99748 979 0.59654 980 0.68423 981 0.48761 982 0.17345 983 0.54198 984 0.88660 985 0.31965 986 0.25412 987 0.16085 988 0.19683 989 0.97001 990 0.72942 991 0.57327 992 0.17015 993 0.08429 994 0.08656 995 0.50907 996 0.52171 997 0.79214 998 0.11400 999 0.70120 1000 0.85756 1001 0.81251 1002 0.92434 1003 0.35285 1004 0.47786 1005 0.54541 1006 0.87839 1007 0.04233 1008 0.99536 1009 0.77147 1010 0.63262 1011 0.18788 1012 0.70848 1013 0.62802 1014 0.68422 1015 0.04377 1016 0.45956 1017 0.04869 1018 0.08223 1019 0.28254 1020 0.54380 1021 0.80345 1022 0.42364 1023 0.39111 1024 0.58829 1025 0.34610 1026 0.59274 1027 0.13072 1028 0.71577 1029 0.72069 1030 0.06064 1031 0.62167 1032 0.25771 1033 0.55052 1034 0.61535 1035 0.30093 1036 0.28447 1037 0.75492 1038 0.83186 1039 0.12907 1040 0.86680 1041 0.07108 1042 0.86931 1043 0.07181 1044 0.15585 1045 0.17244 1046 0.27179 1047 0.95510 1048 0.76905 1049 0.39777 1050 0.77165 1051 0.55273 1052 0.57326 1053 0.58826 1055 0.92101 1056 0.66564 1057 0.39826 1058 0.96555 1059 0.32341 1060 0.90296 1061 0.60674 1062 0.92730 1063 0.00208 1064 0.03172 1065 0.65833 1066 0.90700 1067 0.69611 1068 0.50378 1069 0.59141 1070 0.14469 1071 0.00976 1072 0.17325 1073 0.42403 1074 0.75954 1075 0.99600 1076 0.08453 1077 0.68509 1078 0.09014 1079 0.88442 1081 0.05362 1082 0.29813 1083 0.50042 1084 0.64322 1085 0.41855 1086 0.88068 1087 0.09265 1088 0.35920 1089 0.46926 1090 0.44271 1091 0.19429 1092 0.64751 1093 0.30727 1094 0.30815 1095 0.04884 1096 0.05157 1097 0.16195 1098 0.14144 1099 0.19058 1100 0.51194 1101 0.95729 1102 0.06134 1103 0.24221 1104 0.30386 1105 0.23684 1106 0.07056 1107 0.75973 1108 0.11534 1109 0.77713 1110 0.05999 1111 0.19538 1112 0.59664 1113 0.67556 1114 0.50609 1115 0.02332 1116 0.91042 1117 0.64481 1118 0.15692 1119 0.35162 1120 0.43974 1121 0.14127 1122 0.21345 1123 0.59864 1124 0.66320 1125 0.31432 1126 0.46534 1127 0.69372 1128 0.40794 1129 0.15062 1130 0.85792 1131 0.69457 1132 0.72450 1133 0.83913 1134 0.41092 1135 0.51525 1136 0.97104 1137 0.34856 1138 0.41703 1139 0.76162 1140 0.58043 1141 0.53060 1142 0.87507 1143 0.20070 1144 0.92130 1145 0.49291 1146 0.11130 1147 0.61112 1148 0.32009 1149 0.72577 1150 0.12227 1151 0.50438 1152 0.50364 1153 0.83582 1154 0.95067 1155 0.46316 1156 0.93390 1157 0.23599 1158 0.68935 1159 0.60422 1160 0.81134 1161 0.25272 1162 0.30515 1163 0.42276 1164 0.70167 1165 0.28734 1166 0.95494 1167 0.36622 1168 0.40713 1170 0.36884 1171 0.73184 1172 0.01597 1173 0.88909 1174 0.49532 1175 0.92377 1177 0.59394 1178 0.09206 1179 0.27756 1180 0.60753 1181 0.20833 1182 0.49304 1183 0.22380 1184 0.67814 1185 0.02279 1186 0.86576 1187 0.34023 1188 0.76248 1189 0.39134 1190 0.61967 1191 0.02407 1192 0.27562 1193 0.37484 1194 0.27374 1195 0.64655 1196 0.91874 1197 0.70711 1198 0.34894 1199 0.66782 1200 0.43748 1201 0.38577 1202 0.66658 1203 0.82808 1204 0.61312 1205 0.16653 1206 0.21849 1207 0.09918 1208 0.88313 1209 0.90501 1210 0.21836 1211 0.16108 1212 0.96355 1213 0.45667 1214 0.41012 1215 0.27750 1216 0.69572 1217 0.70610 1218 0.51127 1219 0.64999 1220 0.69051 1221 0.87038 1222 0.98426 1223 0.98966 1224 0.78585 1225 0.74290 1226 0.91584 1227 0.50976 1228 0.99982 1229 0.11607 1230 0.79713 1231 0.57208 1232 0.00137 1233 0.71161 1234 0.06202 1235 0.25642 1236 0.23455 1237 0.19803 1238 0.28807 1239 0.56440 1240 0.99580 1241 0.28771 1242 0.08079 1243 0.68728 1244 0.63891 1245 0.17785 1246 0.82286 1247 0.86972 1248 0.47353 1249 0.41620 1250 0.09870 1251 0.34862 1252 0.53629 1253 0.03377 1254 0.30640 1255 0.58460 1256 0.24270 1258 0.19932 1259 0.49581 1260 0.76689 1261 0.44435 1262 0.55448 1263 0.04744 1264 0.14474 1265 0.56589 1266 0.89592 1267 0.86360 1268 0.88629 1269 0.85948 1270 0.48290 1271 0.57064 1272 0.20994 1273 0.69383 1274 0.91534 1275 0.14755 1276 0.68318 1277 0.94787 1278 0.00877 1279 0.52891 1280 0.44816 1281 0.97893 1282 0.41801 1283 0.98121 1284 0.37574 1285 0.32797 1286 0.83824 1287 0.73807 1288 0.50850 1289 0.52263 1290 0.65200 1291 0.67402 1292 0.73459 1293 0.82471 1294 0.96616 1295 0.11139 1296 0.23714 1297 0.81362 1298 0.52173 1299 0.83507 1300 0.80975 1301 0.38551 1302 0.42772 1303 0.92123 1304 0.40653 1305 0.40059 1306 0.53900 1307 0.95244 1308 0.16010 1309 0.62055 1310 0.63603 1311 0.03369 1312 0.17498 1313 0.86976 1314 0.94442 1315 0.67706 1316 0.93377 1317 0.20210 1318 0.23059 1319 0.66298 1320 0.47045 1321 0.25990 1322 0.69959 1323 0.49965 1324 0.80824 1325 0.21262 1326 0.70277 1327 0.69482 1328 0.33155 1329 0.44142 1330 0.64353 1331 0.48589 1332 0.79950 1333 0.43910 1334 0.09915 1335 0.90660 1336 0.61728 1337 0.50375 1338 0.87370 1339 0.60779 1340 0.00560 1341 0.77305 1342 0.71754 1343 0.84855 1344 0.59687 1345 0.31406 1346 0.91033 1347 0.22923 1348 0.85093 1349 0.84620 1350 0.61653 1351 0.53565 1352 0.67113 1353 0.94397 1354 0.85979 1355 0.24058 1356 0.26502 1357 0.22099 1358 0.41194 1359 0.44180 1360 0.37126 1361 0.33761 1362 0.20741 1363 0.93320 1364 0.64470 1365 0.09017 1366 0.52538 1367 0.12697 1368 0.86780 1369 0.61592 1370 0.04145 1371 0.73506 1372 0.22801 1373 0.14736 1374 0.19281 1375 0.55164 1376 0.97767 1377 NA 1378 0.66894 1379 0.78584 1380 0.38920 1381 0.04275 1382 0.10010 1383 0.98268 1384 0.77073 1385 0.21019 1386 0.91436 1387 0.59593 1388 0.22768 1389 0.70078 1390 0.32900 1391 0.68829 1392 0.97608 1393 0.62140 1394 0.80474 1395 0.96175 1396 0.50466 1397 0.21544 1398 0.75880 1399 0.81299 1400 0.95566 1401 0.80697 1402 0.40329 1403 0.59880 1404 0.68499 1405 0.23833 1406 0.67442 1407 0.72080 1408 0.81442 1409 0.95005 1410 0.09250 1411 0.47970 1412 0.27262 1413 0.82936 1414 0.51352 1415 0.87374 1416 0.80116 1417 0.02099 1418 0.09292 1419 0.20596 1420 0.86124 1421 0.76035 1422 0.18271 1423 0.34497 1424 0.86551 1425 0.04471 1426 0.24511 1427 0.77021 1428 0.22557 1429 0.21657 1430 0.68044 1431 0.87494 1432 0.17130 1433 0.20978 1434 0.52285 1435 0.38777 1436 0.47526 1437 0.75640 1438 0.03375 1439 0.69376 1440 0.10639 1441 0.34624 1442 0.29197 1443 0.72995 1444 0.16566 1445 0.40772 1446 0.23031 1447 0.82880 1448 0.47784 1449 0.49788 1450 0.19260 1451 0.61710 1452 0.89604 1453 0.44029 1454 0.01885 1455 0.25717 1456 0.85604 1457 0.51268 1458 0.85304 1459 0.85814 1460 0.11205 1461 0.38859 1462 0.87347 1463 0.98237 1464 0.02120 1465 0.34866 1466 0.12785 1467 0.77201 1468 0.33682 1469 0.41547 1470 0.88608 1471 0.91165 1472 0.25211 1473 0.41276 1474 0.13353 1475 0.35651 1476 0.22174 1477 0.23971 1478 0.91167 1479 0.26354 1480 0.83768 1481 0.98786 1482 0.08407 1483 0.67087 1484 0.10474 1485 0.11077 1486 0.34029 1487 0.10866 1488 0.37024 1489 0.14331 1490 0.53715 1491 0.03104 1492 0.23502 1493 0.03306 1494 0.93047 1495 0.77792 1496 0.42659 1497 0.77224 1498 0.44160 1499 0.81762 1500 0.57413 > > # the case without intercepts > cat("Now run tobit5 without intercepts\n") Now run tobit5 without intercepts > print(coef(selection( ys ~ xs - 1, list( yo1 ~ xo1 - 1, yo2 ~ xo2 - 1), + data = t5Dat ) ) ) S: O1:xo1 sigma1 rho1 O2:xo2 sigma2 rho2 1.002 0.983 1.024 0.878 1.011 1.022 0.460 > # return just the model.frame > selection( ys ~ xs - 1, list( yo1 ~ xo1 - 1, yo2 ~ xo2 - 1 ), + method = "model.frame", data = t5Dat ) ys xs yo1 xo1 yo2 xo2 1 TRUE 0.940378 -0.32981 0.080371 -0.588277 0.26802 2 TRUE 0.996766 1.52444 0.673625 -0.254995 0.10178 3 TRUE 0.232910 1.67686 0.664986 0.981047 0.13362 4 TRUE 0.141901 2.09772 0.918459 1.534325 0.79935 5 FALSE 0.066297 -1.20329 0.588963 0.314980 0.01499 6 TRUE 0.732845 0.93562 0.703013 1.576727 0.70541 7 TRUE 0.285429 1.41362 0.249974 1.682253 0.48751 8 TRUE 0.719488 -0.02330 0.081948 -0.718573 0.96911 9 TRUE 0.017669 1.13341 0.905615 0.359032 0.39728 10 FALSE 0.173206 -0.23484 0.787196 0.633595 0.67167 11 TRUE 0.702198 1.09429 0.370931 1.309060 0.70348 12 FALSE 0.740287 -0.28893 0.972414 -0.563805 0.22813 13 TRUE 0.947135 0.22329 0.160174 1.223630 0.28793 14 TRUE 0.722044 0.82747 0.641817 -0.104047 0.02791 16 TRUE 0.291032 1.09341 0.941761 1.596129 0.91308 17 TRUE 0.969695 0.90062 0.131011 1.312811 0.71111 18 FALSE 0.098262 -0.13047 0.228383 -0.315836 0.76813 19 TRUE 0.324276 2.85568 0.621499 1.079472 0.57363 20 FALSE 0.139561 0.25470 0.366665 0.743411 0.91637 21 TRUE 0.748326 1.51123 0.115928 1.264508 0.14931 23 FALSE 0.099745 1.23255 0.926547 0.558627 0.35816 24 TRUE 0.838674 2.14915 0.852731 0.793452 0.88972 25 TRUE 0.345794 -0.15021 0.650539 -1.235079 0.08427 26 TRUE 0.177999 0.35400 0.563463 0.834656 0.90163 27 TRUE 0.452815 0.24412 0.845542 -0.390014 0.29616 28 TRUE 0.439201 0.63131 0.179993 -0.224162 0.89583 29 TRUE 0.169229 1.75858 0.881774 1.818442 0.60828 30 TRUE 0.785529 0.27151 0.051563 1.115474 0.82045 31 TRUE 0.662260 1.15223 0.121290 2.229381 0.90586 32 TRUE 0.805095 2.31330 0.509903 1.998936 0.88362 33 FALSE 0.457323 -1.15798 0.309324 -1.134062 0.43231 34 FALSE 0.620620 0.18364 0.916819 0.087577 0.31929 35 FALSE 0.382501 -0.16859 0.356571 0.175380 0.92605 36 TRUE 0.886395 2.64938 0.903951 1.620513 0.21009 37 TRUE 0.621632 1.78033 0.401681 0.909923 0.95024 38 TRUE 0.955861 1.58703 0.848532 -0.121207 0.17324 39 TRUE 0.600515 0.22211 0.737728 0.391302 0.84459 40 TRUE 0.537875 1.04350 0.836665 0.475661 0.55695 41 TRUE 0.570037 1.60831 0.840634 0.601388 0.52121 42 TRUE 0.930607 0.72257 0.692824 0.679886 0.07611 43 FALSE 0.141259 0.44854 0.710824 0.175178 0.83969 44 TRUE 0.438931 0.04365 0.328761 -0.391892 0.20787 45 TRUE 0.541556 -0.31941 0.551048 0.009908 0.04868 46 FALSE 0.538011 -0.64671 0.534891 -0.427750 0.46014 47 FALSE 0.112718 -0.44234 0.483017 -1.384830 0.55645 48 TRUE 0.500286 -0.53880 0.339114 -0.141485 0.53218 49 FALSE 0.666943 -0.46955 0.116260 1.770586 0.25042 50 FALSE 0.428879 -0.65972 0.840601 -1.432557 0.46840 51 TRUE 0.013446 0.58609 0.461001 -0.138908 0.07467 52 FALSE 0.550384 -1.52520 0.462248 -1.372005 0.24523 53 TRUE 0.996900 0.60991 0.994965 -0.477813 0.79733 54 TRUE 0.027496 1.76086 0.526522 0.407578 0.13691 55 TRUE 0.604460 2.07648 0.992269 0.484502 0.60126 56 TRUE 0.165352 1.09408 0.575798 -0.102192 0.86533 57 TRUE 0.064376 1.43868 0.687363 2.440306 0.24618 58 TRUE 0.368052 1.14653 0.744049 0.200445 0.12152 59 TRUE 0.497989 0.98994 0.964950 1.155735 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1444 TRUE 0.637128 -0.31739 0.252019 -0.546507 0.16566 1445 FALSE 0.329653 0.02710 0.242586 1.197728 0.40772 1446 TRUE 0.750999 1.29589 0.214960 1.610614 0.23031 1447 TRUE 0.354767 1.74698 0.954868 1.089174 0.82880 1448 FALSE 0.025192 -0.52178 0.372123 0.022193 0.47784 1449 TRUE 0.206765 1.09985 0.322988 1.341425 0.49788 1450 FALSE 0.422789 0.06426 0.840424 -0.249129 0.19260 1451 TRUE 0.281955 0.64712 0.283980 -0.170993 0.61710 1452 TRUE 0.594188 1.05213 0.262765 1.472252 0.89604 1453 TRUE 0.844731 1.16263 0.855562 0.300360 0.44029 1454 TRUE 0.965143 -0.26372 0.051291 0.985816 0.01885 1455 TRUE 0.526353 1.20766 0.957146 1.475253 0.25717 1456 FALSE 0.342590 0.56189 0.907777 1.201369 0.85604 1457 TRUE 0.026799 0.55707 0.829055 -0.428916 0.51268 1458 TRUE 0.508971 -0.07645 0.362518 0.705360 0.85304 1459 TRUE 0.235728 0.33543 0.007859 1.126933 0.85814 1460 TRUE 0.769041 0.90857 0.390910 0.822949 0.11205 1461 TRUE 0.636815 0.95547 0.831863 1.523080 0.38859 1462 FALSE 0.538696 -0.89623 0.089229 -1.226492 0.87347 1463 FALSE 0.669907 1.00341 0.688895 1.497237 0.98237 1464 TRUE 0.880363 1.58684 0.595531 0.179383 0.02120 1465 TRUE 0.067110 2.14440 0.698695 0.410983 0.34866 1466 TRUE 0.635072 0.16057 0.003330 -0.993149 0.12785 1467 TRUE 0.518343 0.85333 0.706788 0.122422 0.77201 1468 TRUE 0.860376 0.64557 0.559464 0.827393 0.33682 1469 FALSE 0.253344 -1.03833 0.056370 -0.831977 0.41547 1470 FALSE 0.143078 -0.44679 0.816621 0.588247 0.88608 1471 FALSE 0.362465 -0.72489 0.486508 -0.379036 0.91165 1472 TRUE 0.695813 1.47004 0.574759 0.316951 0.25211 1473 FALSE 0.194605 0.96701 0.814738 -0.676104 0.41276 1474 TRUE 0.865168 0.49069 0.484224 0.716622 0.13353 1475 TRUE 0.741477 1.21822 0.118498 1.889620 0.35651 1476 TRUE 0.801858 0.77723 0.839412 0.968213 0.22174 1477 TRUE 0.239092 -0.06203 0.044084 0.228544 0.23971 1478 TRUE 0.525728 NA 0.860585 2.288715 0.91167 1479 TRUE 0.344699 0.35327 0.403101 0.466768 0.26354 1480 TRUE 0.840987 1.17746 0.748245 1.329952 0.83768 1481 TRUE 0.558285 0.20332 0.462135 1.295745 0.98786 1482 FALSE 0.856468 0.15958 0.395520 -0.215275 0.08407 1483 FALSE 0.983418 -0.95166 0.311166 0.307575 0.67087 1484 TRUE 0.503827 1.08087 0.125349 -0.958772 0.10474 1485 TRUE 0.465052 0.08795 0.326303 0.420843 0.11077 1486 TRUE 0.111071 1.04352 0.796262 0.963804 0.34029 1487 FALSE 0.071202 -0.37635 0.408652 1.072289 0.10866 1488 FALSE 0.989879 -1.45382 0.271385 -0.305570 0.37024 1489 TRUE 0.742690 0.33226 0.635074 1.946124 0.14331 1490 TRUE 0.823051 0.37187 0.958827 -0.578916 0.53715 1491 TRUE 0.810450 0.24964 0.116714 -0.264067 0.03104 1492 TRUE 0.590752 -0.18449 0.016712 0.073934 0.23502 1493 FALSE 0.831272 -0.37673 0.370192 0.837734 0.03306 1494 TRUE 0.618295 1.70988 0.863999 2.008480 0.93047 1495 TRUE 0.224539 0.74075 0.691724 1.137646 0.77792 1496 TRUE 0.195654 0.50005 0.140296 0.764183 0.42659 1497 FALSE 0.268800 -0.27170 0.431138 0.520238 0.77224 1498 TRUE 0.547224 1.60561 0.518295 1.733524 0.44160 1499 TRUE 0.203628 2.00910 0.601503 1.558380 0.81762 1500 FALSE 0.450685 -0.72721 0.336864 -0.330969 0.57413 > > ## estimations withs weights that do not work > testTobit5TwoStepWe <- selection( ys ~ xs, list( yo1 ~ xo1, yo2 ~ xo2), + method = "2step", weights = rep( 0.5, N ), data = t5Dat ) Warning message: In selection(ys ~ xs, list(yo1 ~ xo1, yo2 ~ xo2), method = "2step", : argument 'weights' is ignored in type-5 models > all.equal( testTobit5TwoStepWe[ -c( 1, 8 ) ], testTobit5TwoStep[ -c( 1, 8 ) ] ) [1] TRUE > > testTobit5MlWe <- selection( ys ~ xs, list( yo1 ~ xo1, yo2 ~ xo2), + method = "ml", weights = rep( 0.5, N ), data = t5Dat ) Warning message: In selection(ys ~ xs, list(yo1 ~ xo1, yo2 ~ xo2), method = "ml", : argument 'weights' is ignored in type-5 models > all.equal( testTobit5MlWe[ -c( 13, 16, 19 ) ], testTobit5Ml[ -c( 13, 16, 19 ) ] ) [1] TRUE > > ## data directly in the workspace > ys <- t5Dat$ys > xs <- t5Dat$xs > yo1 <- t5Dat$yo1 > xo1 <- t5Dat$xo1 > yo2 <- t5Dat$yo2 > xo2 <- t5Dat$xo2 > > testTobit5WsTwoStep <- selection( ys ~ xs, list( yo1 ~ xo1, yo2 ~ xo2 ), + method = "2step" ) > all.equal( testTobit5WsTwoStep[ -c( 1, 8 ) ], testTobit5TwoStep[ -c( 1, 8 ) ] ) [1] TRUE > all.equal( model.matrix( testTobit5WsTwoStep ), + mmoTestTobit5TwoStep ) [1] TRUE > all.equal( model.matrix( testTobit5WsTwoStep, part = "selection" ), + mmsTestTobit5TwoStep ) [1] TRUE > all.equal( model.frame( testTobit5WsTwoStep ), + mfTestTobit5TwoStep ) [1] TRUE > > testTobit5WsMl <- selection( ys ~ xs, list( yo1 ~ xo1, yo2 ~ xo2 ) ) > all.equal( testTobit5Ml[-17], testTobit5Ml[-17] ) [1] TRUE > all.equal( model.matrix( testTobit5WsMl ), + mmoTestTobit5Ml ) [1] TRUE > all.equal( model.matrix( testTobit5WsMl, part = "selection" ), + mmsTestTobit5Ml ) [1] TRUE > all.equal( model.frame( testTobit5WsMl ), + mfTestTobit5Ml ) [1] TRUE > > rm( ys, xs, yo1, xo1, yo2, xo2 ) > > > ## ------- Tobit-2 exmple ----------- > vc <- diag(2) > vc[2,1] <- vc[1,2] <- -0.7 > eps <- rmvnorm( N, rep(0, 2), vc ) > t2Dat <- data.frame( xs = runif(N) ) > t2Dat$ys <- t2Dat$xs + eps[,1] > 0 > t2Dat$xo <- runif(N) > t2Dat$yo <- ( t2Dat$xo + eps[,2])*(t2Dat$ys > 0) > t2Dat$xs[sample(N, NNA)] <- NA > t2Dat$ys[sample(N, NNA)] <- NA > t2Dat$xo[sample(N, NNA)] <- NA > t2Dat$yo[sample(N, NNA)] <- NA > testTobit2TwoStep <- selection( ys ~ xs, yo ~ xo, method = "2step", + data = t2Dat ) > print( testTobit2TwoStep ) Call: selection(selection = ys ~ xs, outcome = yo ~ xo, data = t2Dat, method = "2step") Coefficients: S:(Intercept) S:xs O:(Intercept) O:xo invMillsRatio 0.00731 1.04487 0.01234 1.04756 -0.86643 sigma rho 1.07709 -0.80442 > print( summary( testTobit2TwoStep ) ) -------------------------------------------- Tobit 2 model (sample selection model) 2-step Heckman / heckit estimation 1483 observations (455 censored and 1028 observed) 7 free parameters (df = 1477) Probit selection equation: Estimate Std. Error t value Pr(>|t|) (Intercept) 0.00731 0.06687 0.11 0.91 xs 1.04487 0.12276 8.51 <2e-16 *** Outcome equation: Estimate Std. Error t value Pr(>|t|) (Intercept) 0.0123 0.1167 0.11 0.92 xo 1.0476 0.0947 11.06 <2e-16 *** Multiple R-Squared:0.119, Adjusted R-Squared:0.117 Error terms: Estimate Std. Error t value Pr(>|t|) invMillsRatio -0.866 0.213 -4.07 4.9e-05 *** sigma 1.077 NA NA NA rho -0.804 NA NA NA --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 -------------------------------------------- > print( coef( testTobit2TwoStep ) ) S:(Intercept) S:xs O:(Intercept) O:xo invMillsRatio 0.00731 1.04487 0.01234 1.04756 -0.86643 sigma rho 1.07709 -0.80442 > print( coef( testTobit2TwoStep, part = "outcome" ) ) (Intercept) xo invMillsRatio 0.0123 1.0476 -0.8664 > print( coef( summary( testTobit2TwoStep ) ) ) Estimate Std. Error t value Pr(>|t|) (Intercept) 0.00731 0.0669 0.109 9.13e-01 xs 1.04487 0.1228 8.512 4.15e-17 (Intercept) 0.01234 0.1167 0.106 9.16e-01 xo 1.04756 0.0947 11.062 2.21e-27 invMillsRatio -0.86643 0.2127 -4.073 4.89e-05 sigma 1.07709 NA NA NA rho -0.80442 NA NA NA > print( coef( summary( testTobit2TwoStep ), part = "outcome" ) ) Estimate Std. Error t value Pr(>|t|) (Intercept) 0.0123 0.1167 0.106 9.16e-01 xo 1.0476 0.0947 11.062 2.21e-27 invMillsRatio -0.8664 0.2127 -4.073 4.89e-05 > stdEr( testTobit2TwoStep ) (Intercept) xs (Intercept) xo invMillsRatio 0.0669 0.1228 0.1167 0.0947 0.2127 sigma rho NA NA > print( vcov( testTobit2TwoStep ) ) (Intercept) xs (Intercept) xo invMillsRatio sigma rho (Intercept) 0.00447 -0.00702 NA NA NA NA NA xs -0.00702 0.01507 NA NA NA NA NA (Intercept) NA NA 0.01362 -0.00394 -0.02170 NA NA xo NA NA -0.00394 0.00897 -0.00109 NA NA invMillsRatio NA NA -0.02170 -0.00109 0.04525 NA NA sigma NA NA NA NA NA NA NA rho NA NA NA NA NA NA NA > print( vcov( testTobit2TwoStep, part = "outcome" ) ) (Intercept) xo invMillsRatio (Intercept) 0.01362 -0.00394 -0.02170 xo -0.00394 0.00897 -0.00109 invMillsRatio -0.02170 -0.00109 0.04525 > print( testTobit2TwoStep$invMillsRatio ) [1] 0.272 0.491 0.413 0.523 0.404 0.720 0.313 0.277 0.335 0.669 0.756 0.750 [13] 0.307 0.456 0.359 0.522 0.659 0.511 0.314 0.610 0.290 0.793 0.677 0.330 [25] 0.607 0.442 0.710 0.409 0.779 0.659 0.349 0.726 0.455 0.720 0.300 0.762 [37] 0.733 0.368 0.483 0.396 0.775 0.507 0.618 0.756 0.576 0.519 0.564 0.527 [49] 0.385 0.456 0.524 0.655 0.521 0.738 0.671 0.610 0.586 0.704 0.532 0.398 [61] 0.754 0.608 0.754 0.742 0.312 0.576 0.589 0.367 0.693 0.540 0.716 0.717 [73] 0.717 0.660 0.324 0.288 0.685 0.346 0.335 0.749 0.292 0.699 0.507 0.497 [85] 0.690 0.631 0.506 0.604 0.392 0.700 0.580 0.273 0.781 0.742 0.617 0.530 [97] 0.474 0.445 0.315 0.707 0.707 0.634 0.526 0.274 0.372 0.668 0.704 0.692 [109] 0.476 0.394 0.341 0.604 0.530 0.302 0.744 0.390 0.503 0.479 0.651 0.380 [121] 0.315 0.672 0.568 0.362 0.622 0.752 0.470 0.489 0.462 0.523 0.277 0.538 [133] 0.335 0.356 0.403 0.439 0.711 0.317 0.376 0.302 0.405 0.422 0.287 0.709 [145] 0.629 0.448 0.587 0.362 0.366 0.424 0.465 0.740 0.771 0.478 0.451 0.502 [157] 0.489 0.713 0.281 0.477 0.745 0.645 0.762 0.676 0.383 0.589 0.558 0.277 [169] 0.639 0.458 0.279 0.419 0.275 0.605 0.306 0.718 0.336 0.553 0.583 0.678 [181] 0.346 0.368 0.581 0.504 0.671 0.442 0.506 0.284 0.568 0.360 0.420 0.515 [193] 0.491 0.770 0.568 0.583 0.323 0.274 0.451 0.711 0.403 0.340 0.599 0.387 [205] 0.336 0.547 0.511 0.514 0.399 0.356 0.539 0.515 0.599 0.273 0.719 0.562 [217] 0.739 0.297 0.273 0.507 0.632 0.424 0.618 0.607 0.336 0.511 0.523 0.395 [229] 0.546 0.567 0.423 0.661 0.367 0.583 0.786 0.277 0.310 0.451 0.750 0.711 [241] 0.357 0.574 0.700 0.340 0.564 0.383 0.750 0.663 0.320 0.344 0.542 0.281 [253] 0.307 0.436 0.359 0.296 0.504 0.498 0.638 0.356 0.414 0.564 0.713 0.270 [265] 0.423 0.482 0.380 0.320 0.386 0.428 0.634 0.337 0.311 0.282 0.338 0.656 [277] 0.297 0.734 0.671 0.367 0.332 0.561 0.542 0.336 0.344 0.436 0.499 0.301 [289] 0.451 0.672 0.697 0.282 0.341 0.597 0.749 0.693 0.380 0.445 0.511 0.524 [301] 0.743 0.453 0.772 0.609 0.785 0.351 0.346 0.430 0.574 0.596 0.323 0.793 [313] 0.696 0.558 0.414 0.290 0.613 0.301 0.594 0.437 0.384 0.381 0.297 0.307 [325] 0.392 0.524 0.507 0.436 0.328 0.388 0.506 0.279 0.502 0.562 0.442 0.320 [337] 0.455 0.273 0.489 0.782 0.641 0.377 0.571 0.651 0.628 0.717 0.440 0.519 [349] 0.517 0.624 0.306 0.288 0.446 0.312 0.436 0.497 0.601 0.353 0.659 0.409 [361] 0.318 0.290 0.287 0.576 0.307 0.272 0.420 0.477 0.611 0.741 0.682 0.442 [373] 0.383 0.763 0.601 0.625 0.463 0.519 0.535 0.391 0.711 0.340 0.623 0.350 [385] 0.694 0.374 0.686 0.374 0.774 0.569 0.498 0.527 0.546 0.693 0.384 0.718 [397] 0.353 0.362 0.350 0.277 0.767 0.631 0.515 0.596 0.298 0.431 0.662 0.689 [409] 0.707 0.729 0.335 0.732 0.613 0.295 0.436 0.730 0.601 0.571 0.387 0.294 [421] 0.733 0.329 0.586 0.333 0.531 0.687 0.414 0.498 0.426 0.360 0.274 0.573 [433] 0.458 0.738 0.706 0.447 0.626 0.508 0.316 0.692 0.320 0.285 0.685 0.396 [445] 0.327 0.518 0.499 0.583 0.596 0.409 0.500 0.640 0.451 0.450 0.336 0.363 [457] 0.409 0.360 0.399 0.355 0.343 0.506 0.442 0.721 0.659 0.719 0.699 0.600 [469] 0.696 0.480 0.717 0.506 0.601 0.602 0.606 0.416 0.559 0.374 0.403 0.624 [481] 0.547 0.493 0.309 0.736 0.424 0.273 0.347 0.546 0.596 0.336 0.372 0.552 [493] 0.364 0.511 0.693 0.520 0.777 0.515 0.745 0.664 0.415 0.281 0.337 0.600 [505] 0.747 0.727 0.579 0.681 0.379 0.393 0.354 0.758 0.516 0.562 0.437 0.584 [517] 0.304 0.533 0.364 0.354 0.362 0.650 0.561 0.457 0.663 0.653 0.354 0.568 [529] 0.757 0.447 0.290 0.677 0.399 0.666 0.421 0.644 0.582 0.593 0.339 0.719 [541] 0.347 0.636 0.365 0.355 0.439 0.728 0.431 0.719 0.360 0.506 0.534 0.398 [553] 0.420 0.629 0.581 0.383 0.551 0.724 0.476 0.672 0.536 0.579 0.389 0.391 [565] 0.407 0.305 0.551 0.609 0.561 0.584 0.623 0.709 0.470 0.641 0.659 0.313 [577] 0.537 0.371 0.427 0.411 0.427 0.551 0.642 0.316 0.395 0.635 0.570 0.428 [589] 0.654 0.426 0.355 0.501 0.676 0.523 0.685 0.417 0.549 0.765 0.414 0.768 [601] 0.579 0.568 0.324 0.587 0.483 0.440 0.309 0.273 0.489 0.683 0.321 0.382 [613] 0.571 0.527 0.279 0.452 0.518 0.792 0.350 0.681 0.333 0.467 0.327 0.393 [625] 0.506 0.662 0.458 0.687 0.677 0.626 0.752 0.393 0.327 0.748 0.308 0.756 [637] 0.648 0.290 0.540 0.784 0.744 0.430 0.328 0.632 0.456 0.422 0.497 0.304 [649] 0.708 0.343 0.312 0.616 0.539 0.609 0.432 0.766 0.516 0.659 0.322 0.423 [661] 0.547 0.375 0.601 0.774 0.306 0.789 0.463 0.745 0.561 0.370 0.701 0.576 [673] 0.387 0.335 0.598 0.732 0.443 0.519 0.550 0.593 0.441 0.400 0.298 0.663 [685] 0.416 0.396 0.595 0.379 0.283 0.354 0.505 0.280 0.647 0.649 0.276 0.509 [697] 0.420 0.276 0.786 0.503 0.315 0.783 0.433 0.462 0.376 0.277 0.316 0.777 [709] 0.338 0.688 0.474 0.658 0.359 0.701 0.321 0.504 0.577 0.582 0.415 0.310 [721] 0.554 0.309 0.389 0.753 0.536 0.504 0.511 0.747 0.373 0.668 0.572 0.358 [733] 0.383 0.513 0.661 0.439 0.676 0.578 0.743 0.763 0.424 0.696 0.461 0.476 [745] 0.781 0.499 0.352 0.320 0.619 0.422 0.688 0.519 0.461 0.636 0.381 0.497 [757] 0.632 0.442 0.601 0.643 0.600 0.584 0.774 0.346 0.603 0.698 0.654 0.459 [769] 0.363 0.330 0.302 0.564 0.491 0.750 0.342 0.343 0.476 0.586 0.608 0.412 [781] 0.709 0.567 0.494 0.600 0.591 0.696 0.496 0.361 0.636 0.618 0.466 0.302 [793] 0.615 0.376 0.364 0.321 0.330 0.673 0.685 0.697 0.301 0.333 0.373 0.640 [805] 0.393 0.666 0.771 0.584 0.496 0.439 0.483 0.283 0.337 0.323 0.732 0.699 [817] 0.712 0.436 0.358 0.321 0.349 0.631 0.475 0.351 0.275 0.361 0.302 0.447 [829] 0.657 0.286 0.315 0.431 0.403 0.773 0.293 0.382 0.568 0.345 0.506 0.705 [841] 0.716 0.545 0.783 0.599 0.324 0.380 0.313 0.547 0.478 0.340 0.354 0.644 [853] 0.550 0.377 0.722 0.304 0.418 0.339 0.419 0.289 0.614 0.549 0.692 0.626 [865] 0.555 0.559 0.773 0.530 0.571 0.332 0.610 0.315 0.316 0.674 0.511 0.486 [877] 0.545 0.629 0.721 0.477 0.489 0.272 0.404 0.554 0.311 0.791 0.419 0.462 [889] 0.533 0.555 0.471 0.432 0.676 0.581 0.314 0.528 0.755 0.369 0.400 0.308 [901] 0.476 0.359 0.465 0.686 0.704 0.791 0.602 0.511 0.523 0.310 0.349 0.530 [913] 0.546 0.718 0.381 0.700 0.378 0.491 0.603 0.558 0.781 0.753 0.334 0.367 [925] 0.334 0.732 0.464 0.405 0.459 0.445 0.634 0.322 0.600 0.502 0.294 0.623 [937] 0.603 0.571 0.389 0.379 0.392 0.664 0.334 0.413 0.343 0.457 0.770 0.505 [949] 0.687 0.414 0.508 0.462 0.425 0.507 0.703 0.274 0.428 0.293 0.610 0.722 [961] 0.400 0.437 0.295 0.402 0.587 0.375 0.547 0.551 0.728 0.714 0.711 0.341 [973] 0.306 0.293 0.646 0.298 0.441 0.728 0.549 0.600 0.564 0.391 0.317 0.706 [985] 0.432 0.301 0.319 0.385 0.379 0.674 0.612 0.353 0.748 0.304 0.583 0.279 [997] 0.539 0.339 0.369 0.783 0.295 0.647 0.664 0.458 0.324 0.551 0.288 0.551 [1009] 0.768 0.488 0.440 0.572 0.628 0.590 0.534 0.672 0.521 0.601 0.704 0.502 [1021] 0.638 0.455 0.397 0.308 0.464 0.736 0.776 0.639 0.505 0.369 0.784 0.331 [1033] 0.786 0.714 0.436 0.575 0.372 0.392 0.753 0.582 0.396 0.387 0.599 0.406 [1045] 0.541 0.661 0.392 0.535 0.310 0.787 0.454 0.605 0.320 0.605 0.351 0.324 [1057] 0.350 0.367 0.569 0.712 0.441 0.395 0.347 0.400 0.274 0.358 0.746 0.655 [1069] 0.413 0.442 0.642 0.299 0.721 0.685 0.561 0.425 0.320 0.473 0.324 0.437 [1081] 0.348 0.753 0.554 0.793 0.720 0.343 0.330 0.500 0.392 0.673 0.470 0.393 [1093] 0.298 0.581 0.436 0.637 0.777 0.271 0.750 0.634 0.689 0.592 0.391 0.628 [1105] 0.601 0.701 0.289 0.269 0.276 0.617 0.703 0.661 0.349 0.644 0.740 0.457 [1117] 0.424 0.732 0.332 0.341 0.534 0.446 0.604 0.319 0.488 0.646 0.359 0.293 [1129] 0.305 0.274 0.550 0.399 0.590 0.354 0.445 0.595 0.477 0.338 0.401 0.755 [1141] 0.778 0.294 0.518 0.335 0.500 0.715 0.542 0.320 0.481 0.638 0.305 0.595 [1153] 0.423 0.715 0.775 0.476 0.545 0.272 0.365 0.600 0.532 0.321 0.270 0.331 [1165] 0.568 0.524 0.695 0.382 0.468 0.587 0.538 0.647 0.681 0.751 0.369 0.354 [1177] 0.653 0.661 0.335 0.499 0.294 0.352 0.622 0.342 0.515 0.332 0.345 0.327 [1189] 0.578 0.551 0.734 0.339 0.767 0.292 0.301 0.405 0.434 0.366 0.509 0.316 [1201] 0.338 0.285 0.453 0.722 0.551 0.297 0.716 0.559 0.574 0.372 0.791 0.436 [1213] 0.350 0.325 0.308 0.752 0.755 0.542 0.418 0.716 0.576 0.303 0.648 0.337 [1225] 0.485 0.302 0.398 0.522 0.343 0.578 0.534 0.503 0.609 0.480 0.374 0.690 [1237] 0.448 0.745 0.715 0.408 0.591 0.371 0.272 0.504 0.729 0.747 0.464 0.428 [1249] 0.328 0.773 0.739 0.376 0.593 0.605 0.760 0.600 0.572 0.577 0.442 0.511 [1261] 0.292 0.676 0.345 0.460 0.409 0.519 0.673 0.569 0.775 0.556 0.380 0.711 [1273] 0.314 0.495 0.274 0.342 0.653 0.477 0.376 0.371 0.704 0.491 0.587 0.721 [1285] 0.544 0.588 0.593 0.351 0.366 0.335 0.582 0.573 0.566 0.302 0.377 0.604 [1297] 0.714 0.494 0.318 0.449 0.647 0.523 0.289 0.767 0.328 0.529 0.544 0.270 [1309] 0.394 0.602 0.430 0.443 0.495 0.659 0.445 0.610 0.694 0.722 0.377 0.315 [1321] 0.661 0.742 0.441 0.504 0.314 0.605 0.453 0.653 0.712 0.783 0.670 0.695 [1333] 0.731 0.514 0.283 0.453 0.284 0.694 0.455 0.343 0.388 0.550 0.500 0.342 [1345] 0.473 0.723 0.708 0.695 0.751 0.503 0.367 0.586 0.760 0.302 0.763 0.325 [1357] 0.645 0.287 0.272 0.639 0.533 0.785 0.557 0.747 0.281 0.656 0.371 0.437 [1369] 0.561 0.433 0.319 0.288 0.713 0.516 0.526 0.424 0.526 0.341 0.435 0.303 [1381] 0.705 0.564 0.434 0.299 0.351 0.316 0.671 0.312 0.596 0.509 0.711 0.701 [1393] 0.300 0.628 0.733 0.683 0.399 0.465 0.556 0.344 0.375 0.292 0.390 0.462 [1405] 0.683 0.275 0.439 0.524 0.696 0.535 0.439 0.427 0.715 0.757 0.591 0.374 [1417] 0.385 0.377 0.280 0.294 0.392 0.671 0.612 0.307 0.783 0.394 0.764 0.674 [1429] 0.505 0.678 0.579 0.706 0.311 0.513 0.356 0.689 0.637 0.648 0.638 0.408 [1441] 0.694 0.422 0.308 0.381 0.611 0.538 0.615 0.470 0.641 0.553 0.317 0.461 [1453] 0.449 0.278 0.367 0.482 0.626 0.563 0.384 0.423 0.753 0.681 0.688 0.691 [1465] 0.358 0.514 0.696 0.278 0.346 0.702 0.309 0.463 0.718 0.295 0.448 0.706 [1477] 0.405 0.719 0.749 0.591 0.734 0.792 0.581 > nobs( testTobit2TwoStep ) [1] 1483 > nObs( testTobit2TwoStep ) [1] 1483 > print( fitted( testTobit2TwoStep, part = "outcome" ) ) 1 2 3 4 5 6 7 8 NA NA -0.26804 0.56225 0.14953 -0.60848 0.15010 0.57541 9 10 11 12 13 14 15 16 0.15338 NA -0.20247 NA 0.11851 NA 0.33339 0.22164 17 18 19 21 22 23 24 25 0.45339 0.28429 0.15149 NA NA 0.16505 0.26179 0.27648 26 27 28 29 30 31 32 33 NA 0.03909 -0.59870 0.48813 -0.16154 NA -0.21679 NA 35 36 37 38 39 40 41 42 NA NA 0.01177 -0.40102 -0.48579 0.14677 0.10627 -0.30110 43 44 45 46 47 48 49 50 0.30471 0.20582 -0.48409 NA NA -0.16698 -0.39459 NA 51 52 53 54 55 56 57 58 0.66067 NA NA 0.05371 NA -0.21746 -0.18033 NA 59 60 61 62 63 64 65 66 NA NA 0.00308 0.38991 NA 0.42224 0.16554 NA 67 68 69 70 71 72 73 74 0.33521 -0.27949 0.46732 -0.26600 NA 0.03585 -0.30775 -0.33085 75 76 77 78 79 80 81 82 0.31375 NA NA -0.16165 NA -0.25957 0.27897 NA 83 84 85 86 87 88 89 90 -0.14752 NA 0.53576 -0.09723 -0.14358 NA NA NA 91 92 93 94 95 96 97 98 -0.09431 -0.23120 0.09831 NA 0.31928 0.26938 NA NA 99 100 101 102 103 104 105 106 0.28844 0.24073 -0.10609 0.42917 NA NA NA 0.75928 107 108 109 110 111 112 113 114 NA 0.02929 NA NA 0.08175 0.39178 NA 0.28530 115 116 117 118 119 120 121 122 NA 0.24197 NA -0.17157 0.47645 0.56734 NA NA 124 125 126 127 128 129 130 131 0.47742 -0.07191 -0.47829 NA 0.26301 0.02639 0.42098 0.12551 132 133 134 135 136 137 138 139 -0.03872 0.36093 0.53780 0.29784 0.06294 NA 0.64824 -0.06751 140 141 142 143 144 145 146 147 -0.29479 0.43072 0.54598 NA NA -0.27418 0.74222 -0.51946 148 150 151 152 153 154 155 156 0.23581 0.11102 -0.45244 -0.29566 0.20289 0.20193 0.34793 0.05428 157 158 159 160 161 162 163 164 0.11197 NA 0.29489 NA -0.12103 NA 0.23134 0.30728 165 166 167 168 169 170 171 172 NA NA 0.00929 NA NA -0.00472 0.37803 NA 173 174 175 176 177 178 179 180 -0.43194 -0.18643 0.18705 0.57800 NA NA 0.04415 NA 181 182 183 184 185 186 187 188 0.25178 -0.32166 NA NA 0.25099 0.73704 0.26132 0.54516 189 190 191 192 193 194 195 196 NA -0.07031 -0.19186 0.01709 0.20733 0.10082 0.34559 0.23275 197 198 199 200 201 202 203 204 NA -0.00779 0.02062 0.17918 -0.10182 NA NA 0.27459 205 206 207 208 209 210 211 212 NA 0.69962 NA 0.56360 0.13470 -0.28849 NA -0.35242 213 214 215 216 217 218 219 220 -0.30251 -0.15705 -0.31157 0.44220 0.53086 0.51467 -0.03147 -0.02338 221 222 223 224 225 226 227 228 -0.05083 -0.04887 0.68708 -0.42582 NA NA NA 0.29419 229 230 231 232 233 234 235 236 0.55415 0.36293 0.38315 0.34041 0.27501 -0.06056 0.14287 NA 237 238 239 240 241 242 243 244 NA -0.00292 0.00811 -0.19800 0.11502 0.13012 0.19347 NA 245 246 247 248 249 250 251 252 0.37376 0.04925 NA 0.56190 0.52363 NA -0.35814 NA 253 254 255 256 257 258 259 260 0.24377 0.61233 NA NA 0.48990 0.09526 0.62196 -0.09625 261 262 263 264 265 266 267 268 -0.20092 NA 0.19237 0.20339 0.11397 -0.28139 NA -0.11921 269 270 271 272 273 274 275 276 0.49180 -0.34334 0.04386 0.66180 0.68505 -0.01122 0.13478 NA 277 278 279 280 281 282 283 284 NA 0.26993 0.27605 0.17216 0.18028 -0.25679 -0.20842 0.54476 285 286 287 288 289 290 291 292 0.30064 0.08752 NA NA 0.27713 0.65212 NA -0.21130 293 294 295 296 297 298 299 300 0.28153 -0.48195 NA 0.09196 0.31184 0.05114 NA -0.22452 301 302 303 304 305 306 307 308 NA 0.62341 0.18939 0.31301 NA NA NA -0.45370 309 310 311 312 313 314 315 316 -0.01370 -0.07283 0.69682 -0.20918 -0.07633 -0.47520 0.52602 0.01875 317 318 319 320 321 322 323 324 NA 0.49914 NA NA -0.23480 0.60369 -0.38729 0.41236 325 326 327 328 329 330 331 332 -0.23162 NA 0.21925 0.12099 -0.27250 -0.12096 NA 0.24521 333 334 335 336 337 338 339 340 0.67179 NA -0.31169 0.13609 -0.40428 NA -0.36502 0.65937 341 342 343 344 345 346 347 348 NA NA 0.09711 0.17438 NA 0.71980 0.01289 NA 349 350 351 352 353 354 355 356 -0.33668 -0.41929 -0.26554 -0.02104 NA 0.43566 NA -0.07427 357 358 359 360 361 362 363 364 0.28406 0.35264 NA 0.30460 0.52548 NA -0.09050 0.02738 365 366 367 368 369 370 371 372 -0.09566 -0.23124 0.14744 -0.18868 0.54507 0.63954 NA -0.00958 373 374 375 376 377 378 379 380 NA -0.19178 NA NA -0.19585 0.34746 0.43845 0.24460 381 382 383 384 385 386 387 388 -0.15839 0.12257 -0.20390 NA NA -0.21969 -0.37958 0.36246 389 390 391 392 393 394 395 396 NA 0.55723 0.00047 0.28533 NA NA -0.15311 0.18394 397 398 399 400 401 402 403 404 0.44424 NA 0.09874 NA 0.59009 NA 0.26335 NA 405 406 407 408 409 410 411 412 -0.58914 -0.19128 -0.39075 -0.13295 0.44373 0.30635 0.27825 -0.33606 413 414 415 416 417 418 420 421 -0.56790 NA -0.07584 0.41385 0.05412 -0.22330 NA 0.08831 422 423 424 425 426 427 428 429 NA NA -0.24938 0.40003 0.35431 NA 0.47940 0.05817 430 431 432 433 434 435 436 437 NA NA 0.40516 NA -0.20289 NA 0.74301 -0.15241 438 439 440 441 442 443 444 445 0.44276 NA -0.29111 0.43396 NA -0.23947 0.60339 -0.10069 446 448 449 450 451 452 453 454 NA 0.41949 -0.14744 0.27107 0.23840 0.08785 -0.32626 -0.45056 455 456 457 458 459 460 461 462 -0.48992 0.14801 NA NA 0.11657 0.16394 0.08139 0.61340 463 464 465 466 467 468 469 470 0.20027 0.55358 -0.13744 0.22984 0.03629 0.51506 NA -0.06183 471 472 473 474 475 476 477 478 NA NA -0.39554 -0.10955 0.16451 -0.01190 -0.17957 0.06482 479 480 481 482 483 484 485 486 -0.26205 0.16961 0.47153 NA NA -0.08553 0.02810 0.06875 487 488 489 490 491 492 493 494 0.51189 -0.14706 0.45637 NA 0.19720 0.16798 -0.01137 NA 495 496 498 499 500 501 502 503 -0.10980 0.03647 0.27466 0.39803 0.33564 0.19367 -0.16741 NA 504 505 506 507 508 509 510 511 0.15310 NA -0.42890 NA -0.31199 NA 0.74405 -0.22268 512 513 514 515 516 517 518 519 0.05097 NA NA -0.14871 0.27821 0.35764 NA NA 520 521 522 523 524 525 526 527 0.57780 NA -0.21717 NA 0.32287 0.08499 0.59418 0.08836 528 529 530 531 532 534 535 536 0.56789 NA 0.24446 0.48220 NA NA 0.07815 -0.42102 537 538 539 540 541 542 543 544 -0.59947 -0.07379 0.75876 NA 0.47777 NA 0.64877 0.49736 545 546 547 548 549 550 551 552 0.32627 NA 0.73681 NA -0.21649 NA 0.59249 0.27006 553 554 555 556 557 558 559 560 -0.28274 0.20690 NA 0.27225 0.43462 -0.04007 0.52171 -0.04718 561 562 563 564 565 566 567 568 -0.19775 NA -0.19241 0.68521 NA 0.19003 0.31641 0.23167 569 570 571 572 573 574 575 576 0.29128 -0.46868 0.54133 NA 0.67348 0.11557 NA 0.30119 577 578 579 580 581 582 583 584 -0.33392 0.39043 0.03102 0.29412 -0.00744 NA 0.10259 0.57539 585 586 587 588 589 590 591 592 0.16972 0.10960 -0.02743 0.26284 -0.14319 0.38714 -0.48333 -0.22308 593 594 595 596 597 598 599 600 NA NA NA NA 0.21992 0.60727 -0.06973 0.58655 601 602 603 604 605 606 607 608 NA NA -0.07927 -0.22878 -0.33049 NA NA -0.17138 609 610 611 612 613 614 615 616 0.37722 -0.23083 0.09645 0.28363 0.42101 0.31821 0.40822 NA 617 618 619 620 621 622 623 624 -0.08004 NA 0.15479 0.63745 NA 0.02588 NA 0.58486 625 626 627 628 629 630 631 632 -0.41369 0.12084 NA NA 0.42372 0.56647 -0.00946 0.55222 633 634 635 636 637 638 639 640 0.26490 NA 0.54434 -0.38104 NA NA NA NA 641 642 643 644 645 646 647 648 0.16634 NA NA NA -0.17673 -0.04680 -0.11508 NA 649 650 651 652 653 654 655 656 NA 0.58910 -0.04996 0.42208 0.03334 0.23518 -0.32565 0.17291 657 658 659 660 661 662 663 664 -0.38146 0.47967 NA NA -0.27240 -0.33639 NA -0.62843 665 666 667 668 669 670 671 672 0.40431 NA 0.40969 0.68843 -0.09460 0.12837 NA -0.52481 673 674 675 676 677 678 679 680 0.48753 -0.26556 0.33879 NA -0.44691 0.41988 -0.33795 0.21169 681 682 683 684 685 686 687 688 0.08522 -0.15026 -0.19593 0.15128 0.30074 NA NA -0.12985 689 690 691 692 693 694 695 696 NA 0.63247 0.07077 NA -0.23600 0.07437 NA 0.08098 697 698 699 700 701 702 703 704 0.04090 0.18039 0.42196 0.68531 -0.34570 0.45613 0.20424 -0.15494 705 706 707 708 709 710 711 712 -0.10167 -0.17016 NA 0.20687 NA NA 0.46049 -0.04286 713 714 715 716 717 718 719 720 0.07179 -0.13187 0.57803 NA NA -0.41592 NA NA 721 722 723 724 725 726 727 728 0.61541 NA 0.42821 -0.38351 0.04270 NA NA -0.08764 729 730 731 732 733 734 735 736 NA 0.72629 0.42069 0.34596 0.03880 -0.08895 NA NA 737 738 739 740 741 742 743 744 NA NA 0.38375 0.05919 0.67119 NA -0.25139 NA 745 746 747 748 749 750 751 752 -0.10453 -0.08842 NA NA 0.46020 -0.01585 -0.15335 -0.04011 753 754 755 756 757 758 759 760 -0.14479 -0.22447 0.16694 -0.22376 NA NA NA -0.22962 761 762 763 764 765 766 767 768 0.54272 0.07029 -0.20263 0.33468 0.22181 0.47245 NA 0.29543 769 770 771 772 773 774 775 776 NA NA NA NA -0.30144 0.29931 NA NA 777 778 779 780 781 783 784 785 0.63763 NA 0.47497 NA -0.02611 NA NA NA 786 787 788 789 790 791 792 793 0.39474 NA 0.52816 0.42141 NA NA 0.03559 NA 794 795 796 797 798 799 800 801 NA NA -0.37763 0.60486 0.19850 0.05915 -0.25451 0.67865 802 803 804 805 806 807 808 809 NA 0.65912 -0.29424 0.19842 NA NA NA NA 810 811 812 813 814 815 816 817 NA -0.04332 0.67879 0.05667 NA -0.04536 0.23754 NA 818 819 820 821 822 823 824 825 NA 0.54394 0.08883 NA -0.17142 -0.15097 -0.53960 0.31488 826 827 828 829 830 831 832 833 NA NA 0.15770 0.55111 0.06731 -0.31152 -0.13000 0.37277 834 835 836 837 838 839 840 841 NA NA -0.17386 0.36988 -0.12716 -0.02024 0.61268 0.16050 842 843 844 845 846 847 848 849 0.31198 -0.37027 NA 0.23432 -0.17098 NA 0.34988 -0.28937 850 851 852 853 854 855 856 857 NA 0.23457 NA NA 0.10585 0.23008 NA 0.11244 858 859 860 861 862 863 864 865 -0.13932 -0.21889 0.04049 -0.27315 NA -0.08512 -0.13096 0.10015 866 867 868 869 870 871 872 873 0.53895 NA NA 0.46318 0.34079 0.18986 NA NA 874 875 876 877 878 879 880 881 NA NA 0.20133 NA 0.56039 NA -0.32486 0.11214 882 883 884 885 886 887 888 889 0.25532 NA 0.26711 -0.36100 0.07828 NA 0.16692 -0.18151 890 891 892 893 894 895 896 897 0.05924 0.40277 0.37882 NA 0.54509 -0.04265 0.05808 0.61885 898 899 900 901 902 903 904 905 NA -0.36587 0.58745 0.44478 NA 0.03894 0.55471 0.01022 906 907 908 909 910 911 912 913 NA 0.73464 0.08185 NA 0.33386 0.25501 -0.01905 0.16389 914 915 916 917 918 919 920 921 NA NA -0.06588 0.27491 -0.04059 0.53510 0.55753 NA 922 923 924 925 926 927 928 929 NA 0.35456 NA NA 0.04569 0.14314 -0.45866 -0.23624 930 931 932 933 934 935 936 937 NA NA 0.66479 -0.20408 NA -0.41209 0.35646 NA 938 939 940 941 942 943 944 945 0.58280 NA 0.09183 0.60087 -0.27852 NA -0.05531 NA 946 947 948 949 950 951 952 953 NA -0.47208 -0.20008 NA -0.29159 0.43484 0.16392 NA 954 956 957 958 959 960 961 962 -0.28117 -0.35816 0.35096 NA -0.33085 NA 0.07681 NA 963 964 965 966 967 968 969 970 0.23061 -0.33886 -0.27614 -0.08775 -0.31480 0.54518 -0.15321 NA 971 972 973 974 975 976 977 978 -0.25100 -0.17942 0.65821 0.64863 NA -0.29485 0.18392 NA 979 980 981 982 983 984 985 986 NA 0.16567 NA 0.31198 -0.14573 -0.20330 NA -0.22835 987 988 989 990 991 992 993 994 0.29406 NA 0.22112 0.29134 NA -0.23727 NA 0.26522 995 996 997 998 999 1000 1001 1002 0.55572 -0.05514 -0.05851 -0.10781 0.43434 NA NA 0.04628 1003 1004 1005 1006 1007 1008 1009 1010 NA NA -0.26395 -0.14296 NA -0.06293 0.54501 NA 1011 1012 1013 1014 1015 1016 1017 1018 NA 0.10011 NA -0.28522 0.40602 -0.18009 0.12545 -0.06194 1019 1020 1021 1022 1023 1024 1025 1026 NA 0.36607 NA 0.34863 NA -0.27290 -0.44438 0.01915 1027 1028 1029 1030 1031 1032 1033 1034 -0.04453 0.01151 -0.41398 0.60745 NA -0.06202 0.25541 0.74880 1035 1037 1038 1039 1040 1041 1042 1043 -0.28569 -0.30538 NA -0.53096 NA NA NA -0.25170 1045 1046 1047 1048 1049 1050 1051 1052 -0.12293 NA NA NA -0.12317 -0.14567 0.10937 NA 1053 1054 1055 1056 1057 1058 1059 1060 NA 0.58963 0.04067 -0.23903 0.52323 NA 0.33743 NA 1061 1062 1063 1064 1065 1066 1067 1068 0.62341 0.32805 -0.03456 0.04892 0.06245 0.32070 0.50757 NA 1069 1070 1071 1072 1073 1074 1075 1076 0.69979 0.42238 NA NA 0.06085 0.54599 0.38600 0.62386 1077 1078 1079 1080 1081 1082 1083 1084 0.65917 -0.28512 0.24488 NA -0.05369 0.43819 0.25535 0.56703 1085 1086 1087 1088 1089 1090 1091 1092 -0.37729 -0.30728 NA 0.19701 -0.24165 NA 0.14130 0.45575 1093 1094 1095 1096 1097 1098 1099 1100 NA NA NA -0.58223 0.12327 0.75244 -0.03898 NA 1101 1102 1103 1104 1105 1106 1107 1108 -0.21540 -0.40467 0.62844 0.59124 0.41433 -0.41250 0.25320 0.15565 1109 1110 1112 1113 1114 1115 1116 1117 0.00493 -0.20113 -0.42810 0.45139 0.03125 -0.19261 NA 0.21370 1118 1119 1120 1121 1122 1123 1124 1125 0.44424 NA 0.67412 0.59831 0.11387 -0.27631 0.15456 NA 1126 1127 1128 1129 1130 1131 1132 1133 0.28004 0.29641 NA 0.39358 0.57741 -0.37184 -0.25310 0.30420 1134 1135 1136 1137 1138 1139 1140 1141 -0.08877 -0.29314 -0.38152 0.71496 NA 0.44150 -0.28892 0.40185 1142 1143 1144 1145 1146 1147 1148 1149 -0.05077 0.77608 NA 0.61133 NA 0.54522 NA 0.16444 1150 1151 1152 1153 1154 1155 1156 1157 NA 0.24127 0.45202 -0.14275 NA NA -0.34900 0.66244 1158 1159 1161 1162 1163 1164 1165 1166 NA NA -0.31680 0.28512 -0.28408 NA 0.45217 -0.10913 1167 1168 1169 1170 1171 1172 1173 1174 -0.02363 NA -0.00831 0.25762 -0.20023 0.26947 -0.15533 0.30265 1175 1176 1177 1178 1179 1180 1181 1182 -0.02860 NA 0.29660 0.55484 0.55970 NA -0.50566 -0.28771 1183 1184 1185 1186 1187 1188 1189 1190 0.10684 0.48704 0.01212 NA -0.57424 0.02763 -0.01508 NA 1191 1192 1193 1194 1195 1196 1197 1198 NA NA 0.43018 -0.09681 -0.21769 NA -0.44122 NA 1199 1200 1201 1202 1203 1204 1205 1206 -0.02640 0.54404 -0.21622 0.04499 0.52823 NA NA NA 1207 1208 1209 1210 1211 1212 1213 1214 0.24739 0.33049 0.07995 0.68001 0.37581 0.04085 0.46807 -0.17676 1215 1216 1217 1218 1219 1220 1221 1222 -0.21660 -0.21803 0.03366 NA NA -0.23347 NA 0.14714 1223 1224 1225 1226 1227 1228 1229 1230 NA 0.24512 -0.39354 0.48664 0.67853 0.05224 0.54477 -0.24953 1231 1232 1233 1234 1235 1236 1237 1238 NA -0.38344 -0.31906 NA 0.24313 0.25935 NA NA 1239 1240 1241 1242 1243 1244 1246 1247 NA -0.20475 -0.06398 -0.43710 0.57254 NA 0.28894 -0.01701 1248 1249 1250 1251 1252 1253 1254 1255 NA -0.26451 NA NA -0.04283 -0.04467 0.37660 0.58271 1256 1257 1258 1259 1260 1261 1262 1263 -0.12214 0.03866 0.09538 NA 0.19868 NA 0.53558 NA 1264 1265 1266 1267 1268 1269 1270 1271 NA NA 0.19878 0.70366 -0.21537 0.26935 NA 0.13988 1272 1273 1274 1275 1276 1277 1278 1279 -0.39048 0.05530 0.56182 0.45562 0.16155 0.18180 0.29374 0.51050 1280 1281 1282 1283 1284 1285 1286 1287 0.51696 -0.24286 NA 0.22581 NA NA -0.05740 0.41996 1288 1289 1290 1291 1292 1293 1294 1295 0.43866 -0.26453 0.75926 0.51925 -0.27271 -0.38218 -0.22531 0.35895 1296 1297 1298 1299 1300 1301 1302 1303 -0.14050 -0.14113 NA -0.48825 0.43323 NA NA NA 1304 1305 1306 1307 1308 1309 1310 1311 NA 0.00846 NA NA NA 0.40889 NA 0.44272 1312 1313 1314 1315 1316 1317 1318 1319 NA -0.02546 0.68442 0.20710 0.20371 NA NA -0.18396 1320 1321 1322 1323 1324 1325 1326 1327 0.30736 -0.33900 -0.05993 0.02503 0.17065 NA NA NA 1328 1329 1330 1331 1332 1333 1334 1335 -0.31251 -0.47738 -0.10272 0.13333 NA 0.20488 0.47325 0.75260 1336 1337 1338 1339 1340 1341 1342 1343 0.07324 NA -0.34065 -0.09598 -0.10800 0.22466 NA -0.45499 1344 1345 1346 1347 1348 1349 1350 1351 NA -0.00245 NA NA 0.34862 NA -0.10184 -0.18545 1352 1353 1354 1355 1356 1357 1358 1359 NA 0.22825 -0.07880 0.53481 0.38155 0.15721 -0.04185 -0.13116 1360 1361 1362 1363 1364 1365 1366 1367 0.30404 0.31062 NA NA 0.19480 NA -0.07104 NA 1368 1369 1370 1371 1372 1373 1374 1375 NA NA NA -0.14383 NA -0.15350 0.53759 0.16471 1376 1377 1378 1379 1380 1381 1382 1383 NA -0.35362 -0.15662 NA 0.27684 0.41867 0.35813 -0.34911 1384 1385 1386 1387 1388 1389 1390 1391 0.18054 0.32250 0.74300 0.69095 NA NA -0.11577 0.43982 1392 1393 1394 1395 1396 1397 1398 1399 0.05681 NA -0.17111 0.78677 NA -0.30100 0.46441 -0.00579 1400 1401 1402 1403 1404 1405 1406 1407 -0.18691 0.57129 NA -0.15041 0.09707 0.40553 NA NA 1408 1409 1410 1411 1412 1413 1414 1415 NA 0.49627 0.41503 NA NA NA 0.04804 0.54291 1416 1417 1418 1419 1420 1421 1422 1423 0.22147 0.60588 0.18790 -0.29012 -0.16781 0.48675 0.33674 -0.21649 1424 1425 1426 1427 1428 1429 1430 1431 0.36014 NA -0.19320 NA NA NA 0.12199 NA 1432 1433 1434 1435 1436 1437 1438 1439 0.56241 0.71189 -0.11057 0.22170 NA NA NA -0.18861 1440 1441 1442 1443 1444 1445 1446 1447 NA 0.30186 NA -0.31654 -0.08994 NA 0.11278 NA 1448 1450 1451 1452 1453 1454 1455 1456 0.75594 -0.34512 -0.22807 NA 0.46655 -0.10904 0.03924 -0.03280 1457 1458 1459 1460 1461 1462 1463 1464 -0.06390 0.67369 0.71146 -0.17227 0.28114 -0.16480 0.39465 0.23081 1465 1466 1467 1468 1469 1470 1471 1472 NA -0.43661 -0.17006 NA NA -0.06682 0.37372 -0.04151 1473 1475 1476 1477 1478 1479 1480 1481 0.23312 -0.34564 NA NA 0.01833 0.13604 0.39162 NA 1482 1483 1484 1485 1486 1487 1488 1489 0.00940 -0.06579 0.39421 0.06198 0.08465 0.13096 -0.24928 -0.16833 1490 1491 1492 1493 1494 1495 1496 1497 -0.34020 0.76113 NA -0.43702 NA -0.24860 -0.27126 -0.48713 1498 1499 1500 NA NA NA > all.equal( residuals( testTobit2TwoStep ), + residuals( testTobit2TwoStep, part = "outcome" ) ) [1] TRUE > print( fitted( testTobit2TwoStep, part = "selection" ) ) 1 2 3 4 5 6 7 8 9 10 11 12 13 0.851 0.704 0.757 0.682 0.763 0.549 0.825 0.848 0.810 0.583 0.527 0.531 0.829 14 15 16 17 18 19 21 22 23 24 25 26 27 0.728 0.794 0.683 0.590 0.690 0.824 0.622 0.840 0.503 0.578 0.813 0.625 0.738 28 29 30 31 32 33 35 36 37 38 39 40 41 0.556 0.760 0.512 0.590 0.800 0.546 0.729 0.549 0.834 0.522 0.541 0.788 0.710 42 43 44 45 46 47 48 49 50 51 52 53 54 0.769 0.514 0.693 0.618 0.526 0.646 0.684 0.654 0.679 0.776 0.728 0.681 0.592 55 56 57 58 59 60 61 62 63 64 65 66 67 0.684 0.538 0.582 0.623 0.639 0.560 0.676 0.768 0.528 0.624 0.528 0.536 0.825 68 69 70 71 72 73 74 75 76 77 78 79 80 0.646 0.637 0.788 0.568 0.670 0.552 0.552 0.552 0.589 0.817 0.841 0.573 0.803 81 82 83 84 85 86 87 88 89 90 91 92 93 0.810 0.531 0.839 0.563 0.693 0.700 0.569 0.609 0.694 0.627 0.771 0.563 0.643 94 95 96 97 98 99 100 101 102 103 104 105 106 0.851 0.511 0.535 0.618 0.677 0.715 0.735 0.823 0.558 0.558 0.607 0.680 0.850 107 108 109 110 111 112 113 114 115 116 117 118 119 0.785 0.584 0.561 0.568 0.714 0.770 0.806 0.627 0.677 0.832 0.534 0.773 0.696 120 121 122 124 125 126 127 128 129 130 131 132 133 0.712 0.595 0.780 0.824 0.582 0.651 0.792 0.615 0.529 0.719 0.705 0.724 0.682 134 135 136 137 138 139 140 141 142 143 144 145 146 0.848 0.672 0.810 0.796 0.764 0.740 0.556 0.822 0.783 0.832 0.763 0.751 0.842 147 148 150 151 152 153 154 155 156 157 158 159 160 0.557 0.610 0.733 0.638 0.792 0.789 0.749 0.721 0.537 0.517 0.713 0.732 0.696 161 162 163 164 165 166 167 168 169 170 171 172 173 0.705 0.554 0.846 0.714 0.534 0.599 0.522 0.578 0.778 0.637 0.658 0.848 0.604 174 175 176 177 178 179 180 181 182 183 184 185 186 0.726 0.847 0.753 0.850 0.626 0.830 0.551 0.809 0.661 0.641 0.577 0.803 0.788 187 188 189 190 191 192 193 194 195 196 197 198 199 0.642 0.695 0.582 0.737 0.693 0.844 0.651 0.793 0.753 0.687 0.704 0.518 0.651 200 201 202 203 204 205 206 207 208 209 210 211 212 0.641 0.818 0.850 0.732 0.555 0.764 0.807 0.630 0.775 0.810 0.666 0.690 0.688 213 214 215 216 217 218 219 220 221 222 223 224 225 0.767 0.796 0.671 0.687 0.630 0.851 0.550 0.655 0.537 0.835 0.851 0.693 0.608 226 227 228 229 230 231 232 233 234 235 236 237 238 0.750 0.617 0.625 0.810 0.690 0.682 0.770 0.666 0.652 0.751 0.588 0.788 0.641 239 240 241 242 243 244 245 246 247 248 249 250 251 0.507 0.848 0.826 0.731 0.531 0.556 0.795 0.647 0.563 0.807 0.654 0.778 0.530 252 253 254 255 256 257 258 259 260 261 262 263 264 0.588 0.820 0.804 0.669 0.846 0.828 0.742 0.794 0.836 0.695 0.699 0.604 0.796 265 266 267 268 269 270 271 272 273 274 275 276 277 0.756 0.654 0.555 0.853 0.751 0.710 0.780 0.820 0.776 0.747 0.607 0.808 0.826 278 279 280 281 282 283 284 285 286 287 288 289 290 0.845 0.808 0.592 0.835 0.541 0.582 0.789 0.812 0.656 0.669 0.809 0.804 0.742 291 292 293 294 295 296 297 298 299 300 301 302 303 0.698 0.833 0.731 0.581 0.565 0.845 0.806 0.632 0.531 0.568 0.780 0.735 0.690 304 305 306 307 308 309 310 311 312 313 314 315 316 0.681 0.535 0.730 0.517 0.623 0.508 0.799 0.803 0.746 0.647 0.632 0.818 0.503 317 318 319 320 321 322 323 324 325 326 327 328 329 0.565 0.658 0.756 0.840 0.621 0.832 0.634 0.741 0.777 0.779 0.835 0.828 0.772 330 331 332 333 334 335 336 337 338 339 340 341 342 0.682 0.693 0.742 0.815 0.774 0.694 0.847 0.696 0.655 0.738 0.820 0.729 0.851 343 344 345 346 347 348 349 350 351 352 353 354 355 0.705 0.510 0.602 0.782 0.649 0.596 0.611 0.551 0.739 0.685 0.686 0.613 0.830 356 357 358 359 360 361 362 363 364 365 366 367 368 0.841 0.735 0.826 0.742 0.700 0.629 0.798 0.590 0.760 0.821 0.840 0.842 0.646 369 370 371 372 373 374 375 376 377 378 379 380 381 0.829 0.852 0.753 0.713 0.622 0.536 0.574 0.737 0.777 0.522 0.629 0.612 0.723 382 383 384 385 386 387 388 389 390 391 392 393 394 0.684 0.674 0.772 0.555 0.807 0.614 0.800 0.567 0.784 0.572 0.784 0.515 0.650 395 396 397 398 399 400 401 402 403 404 405 406 407 0.699 0.680 0.666 0.567 0.777 0.551 0.798 0.792 0.800 0.848 0.520 0.608 0.688 408 409 410 411 412 413 414 415 416 417 418 420 421 0.633 0.835 0.745 0.588 0.570 0.558 0.544 0.810 0.542 0.621 0.836 0.742 0.543 422 423 424 425 426 427 428 429 430 431 432 433 434 0.629 0.649 0.775 0.837 0.541 0.814 0.639 0.811 0.677 0.571 0.757 0.699 0.749 435 436 437 438 439 440 441 442 443 444 445 446 448 0.793 0.850 0.648 0.727 0.538 0.559 0.734 0.612 0.692 0.823 0.568 0.820 0.843 449 450 451 452 453 454 455 456 457 458 459 460 461 0.573 0.769 0.815 0.685 0.698 0.641 0.632 0.760 0.698 0.603 0.731 0.732 0.809 462 463 464 465 466 467 468 469 470 471 472 473 474 0.791 0.760 0.793 0.767 0.797 0.805 0.694 0.738 0.549 0.590 0.551 0.563 0.630 475 476 477 478 479 480 481 482 483 484 485 486 487 0.565 0.711 0.552 0.694 0.629 0.628 0.626 0.755 0.657 0.784 0.764 0.614 0.665 488 489 490 491 492 493 494 495 496 498 499 500 501 0.703 0.827 0.540 0.750 0.851 0.802 0.667 0.632 0.809 0.785 0.662 0.790 0.690 502 503 504 505 506 507 508 509 510 511 512 513 514 0.567 0.684 0.513 0.687 0.534 0.586 0.756 0.846 0.809 0.629 0.532 0.545 0.644 515 516 517 518 519 520 521 522 523 524 525 526 527 0.575 0.780 0.771 0.798 0.525 0.687 0.655 0.741 0.640 0.831 0.675 0.791 0.797 528 529 530 531 532 534 535 536 537 538 539 540 541 0.792 0.596 0.656 0.727 0.587 0.594 0.797 0.651 0.526 0.734 0.840 0.578 0.767 542 543 544 545 546 547 548 549 550 551 552 553 554 0.585 0.752 0.600 0.642 0.634 0.807 0.550 0.802 0.605 0.790 0.797 0.739 0.545 555 556 557 558 559 560 561 562 563 564 565 566 567 0.745 0.550 0.793 0.694 0.674 0.768 0.753 0.610 0.642 0.778 0.663 0.547 0.714 568 569 570 571 572 573 574 575 576 577 578 579 580 0.581 0.673 0.644 0.774 0.772 0.761 0.830 0.663 0.623 0.656 0.640 0.614 0.557 581 582 583 584 585 586 587 588 589 590 591 592 593 0.718 0.602 0.590 0.825 0.672 0.785 0.748 0.759 0.748 0.663 0.601 0.823 0.770 594 595 596 597 598 599 600 601 602 603 604 605 606 0.606 0.650 0.747 0.593 0.748 0.797 0.697 0.579 0.682 0.573 0.755 0.664 0.521 607 608 609 610 611 612 613 614 615 616 617 618 619 0.757 0.519 0.644 0.651 0.818 0.638 0.709 0.739 0.827 0.851 0.705 0.574 0.819 620 621 622 623 624 625 626 627 628 629 630 631 632 0.778 0.649 0.679 0.847 0.731 0.685 0.504 0.800 0.576 0.811 0.720 0.815 0.771 633 634 635 636 637 638 639 640 641 642 643 644 645 0.694 0.588 0.727 0.571 0.578 0.612 0.529 0.771 0.815 0.532 0.828 0.526 0.597 646 647 648 649 650 651 652 653 654 655 656 657 658 0.840 0.670 0.509 0.534 0.745 0.815 0.608 0.728 0.751 0.699 0.831 0.557 0.805 659 660 661 662 663 664 665 666 667 668 669 670 671 0.825 0.619 0.671 0.623 0.745 0.520 0.686 0.590 0.818 0.751 0.665 0.783 0.629 672 673 674 675 676 677 678 679 680 681 682 683 684 0.515 0.829 0.506 0.723 0.533 0.656 0.787 0.562 0.646 0.775 0.810 0.631 0.542 685 686 687 688 689 690 691 692 693 694 695 696 697 0.737 0.685 0.664 0.634 0.738 0.766 0.835 0.587 0.755 0.769 0.633 0.780 0.845 698 699 700 701 702 703 704 705 706 707 708 709 710 0.797 0.694 0.846 0.598 0.597 0.849 0.691 0.753 0.849 0.508 0.696 0.824 0.509 711 712 713 714 715 716 717 718 719 720 721 722 723 0.744 0.724 0.783 0.848 0.822 0.513 0.808 0.571 0.716 0.591 0.794 0.562 0.819 724 725 726 727 728 729 730 731 732 733 734 735 736 0.695 0.645 0.642 0.756 0.826 0.661 0.827 0.774 0.528 0.673 0.695 0.690 0.532 737 738 739 740 741 742 743 744 745 746 747 748 749 0.784 0.584 0.648 0.795 0.778 0.689 0.589 0.739 0.578 0.645 0.535 0.522 0.749 750 751 752 753 754 755 756 757 758 759 760 761 762 0.565 0.724 0.714 0.511 0.698 0.799 0.820 0.617 0.751 0.571 0.684 0.725 0.605 763 764 765 766 767 768 769 770 771 772 773 774 775 0.779 0.700 0.608 0.737 0.629 0.600 0.630 0.640 0.515 0.803 0.628 0.564 0.593 776 777 778 779 780 781 783 784 785 786 787 788 789 0.726 0.791 0.813 0.832 0.654 0.704 0.530 0.806 0.805 0.714 0.639 0.624 0.758 790 791 792 793 794 795 796 797 798 799 800 801 802 0.557 0.652 0.702 0.629 0.636 0.566 0.701 0.793 0.605 0.617 0.721 0.832 0.619 803 804 805 806 807 808 809 810 811 812 813 814 815 0.782 0.791 0.819 0.813 0.581 0.573 0.565 0.833 0.811 0.784 0.603 0.771 0.585 816 817 818 819 820 821 822 823 824 825 826 827 828 0.517 0.640 0.700 0.740 0.709 0.845 0.809 0.818 0.542 0.564 0.555 0.741 0.795 829 830 831 832 833 834 835 836 837 838 839 840 841 0.819 0.800 0.609 0.715 0.799 0.850 0.793 0.832 0.734 0.591 0.843 0.823 0.745 842 843 844 845 846 847 848 849 850 851 852 853 854 0.764 0.516 0.838 0.779 0.652 0.803 0.694 0.560 0.552 0.667 0.509 0.630 0.818 855 856 857 858 859 860 861 862 863 864 865 866 867 0.780 0.824 0.666 0.713 0.807 0.797 0.600 0.663 0.782 0.548 0.831 0.754 0.807 868 869 870 871 872 873 874 875 876 877 878 879 880 0.753 0.840 0.620 0.664 0.568 0.612 0.660 0.657 0.515 0.677 0.650 0.812 0.623 881 882 883 884 885 886 887 888 889 890 891 892 893 0.824 0.823 0.580 0.690 0.708 0.667 0.610 0.549 0.714 0.705 0.851 0.763 0.661 894 895 896 897 898 899 900 901 902 903 904 905 906 0.826 0.504 0.754 0.724 0.675 0.660 0.718 0.744 0.579 0.643 0.824 0.678 0.527 907 908 909 910 911 912 913 914 915 916 917 918 919 0.787 0.766 0.828 0.714 0.794 0.722 0.572 0.560 0.504 0.628 0.690 0.682 0.827 920 921 922 923 924 925 926 927 928 929 930 931 932 0.801 0.677 0.667 0.551 0.779 0.563 0.781 0.704 0.627 0.658 0.511 0.528 0.811 933 934 935 936 937 938 939 940 941 942 943 944 945 0.789 0.811 0.542 0.722 0.763 0.726 0.736 0.606 0.819 0.630 0.696 0.837 0.614 946 947 948 949 950 951 952 953 954 956 957 958 959 0.628 0.649 0.774 0.780 0.772 0.587 0.811 0.757 0.805 0.727 0.518 0.694 0.571 960 961 962 963 964 965 966 967 968 969 970 971 972 0.757 0.692 0.723 0.749 0.693 0.561 0.850 0.747 0.838 0.623 0.549 0.766 0.741 973 974 975 976 977 978 979 980 981 982 983 984 985 0.836 0.765 0.638 0.783 0.666 0.663 0.544 0.554 0.556 0.806 0.829 0.838 0.598 986 987 988 989 990 991 992 993 994 995 996 997 998 0.835 0.738 0.545 0.664 0.629 0.654 0.772 0.822 0.559 0.744 0.833 0.821 0.776 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 0.781 0.580 0.622 0.798 0.532 0.831 0.641 0.847 0.671 0.808 0.787 0.510 0.836 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 0.598 0.587 0.727 0.817 0.663 0.841 0.663 0.519 0.706 0.739 0.648 0.611 0.636 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1037 1038 0.675 0.581 0.683 0.629 0.560 0.697 0.604 0.729 0.768 0.828 0.722 0.540 0.514 1039 1040 1041 1042 1043 1045 1046 1047 1048 1049 1050 1051 1052 0.603 0.695 0.787 0.508 0.813 0.507 0.554 0.742 0.647 0.785 0.771 0.529 0.642 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 0.769 0.775 0.630 0.762 0.670 0.589 0.772 0.674 0.826 0.507 0.729 0.626 0.820 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 0.626 0.799 0.817 0.800 0.788 0.651 0.555 0.738 0.769 0.802 0.766 0.850 0.795 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 0.533 0.592 0.757 0.737 0.601 0.834 0.549 0.573 0.656 0.749 0.820 0.716 0.817 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 0.741 0.801 0.528 0.661 0.503 0.550 0.804 0.814 0.698 0.772 0.581 0.719 0.771 1105 1106 1107 1108 1109 1110 1112 1113 1114 1115 1116 1117 1118 0.835 0.642 0.741 0.605 0.513 0.852 0.531 0.607 0.570 0.635 0.772 0.610 0.629 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 0.562 0.840 0.853 0.849 0.618 0.561 0.589 0.800 0.600 0.537 0.727 0.749 0.542 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 0.812 0.806 0.675 0.735 0.627 0.821 0.706 0.598 0.794 0.838 0.830 0.850 0.663 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 0.767 0.636 0.797 0.735 0.633 0.714 0.808 0.765 0.527 0.513 0.837 0.686 0.810 1158 1159 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 0.697 0.553 0.669 0.820 0.711 0.604 0.830 0.633 0.751 0.553 0.515 0.714 0.667 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 0.851 0.790 0.630 0.676 0.819 0.853 0.812 0.651 0.682 0.566 0.778 0.720 0.638 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 0.671 0.598 0.575 0.530 0.787 0.797 0.594 0.588 0.810 0.699 0.837 0.799 0.615 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 0.805 0.687 0.812 0.803 0.815 0.644 0.663 0.541 0.807 0.520 0.839 0.833 0.763 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 0.743 0.789 0.691 0.823 0.808 0.843 0.730 0.548 0.663 0.835 0.553 0.657 0.647 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 0.785 0.504 0.742 0.800 0.817 0.828 0.529 0.527 0.669 0.754 0.553 0.646 0.831 1237 1238 1239 1240 1241 1242 1243 1244 1246 1247 1248 1249 1250 0.597 0.808 0.708 0.832 0.768 0.683 0.805 0.644 0.675 0.695 0.624 0.711 0.784 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 0.570 0.733 0.534 0.553 0.761 0.636 0.786 0.851 0.695 0.544 0.532 0.722 0.747 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 0.814 0.516 0.537 0.782 0.635 0.626 0.524 0.630 0.649 0.645 0.737 0.691 0.839 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 0.579 0.803 0.725 0.760 0.685 0.580 0.651 0.514 0.659 0.780 0.556 0.824 0.701 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 0.850 0.805 0.594 0.714 0.782 0.786 0.560 0.704 0.638 0.549 0.667 0.638 0.635 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 0.799 0.789 0.810 0.641 0.648 0.653 0.832 0.782 0.627 0.554 0.702 0.821 0.733 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 0.598 0.682 0.840 0.520 0.814 0.678 0.668 0.853 0.770 0.628 0.746 0.737 0.701 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 0.590 0.736 0.623 0.567 0.548 0.782 0.824 0.588 0.536 0.738 0.695 0.824 0.626 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 0.730 0.594 0.555 0.509 0.583 0.566 0.543 0.688 0.844 0.730 0.844 0.567 0.728 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 0.805 0.774 0.664 0.698 0.805 0.716 0.548 0.558 0.566 0.530 0.696 0.789 0.639 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 0.524 0.832 0.522 0.816 0.599 0.842 0.851 0.603 0.675 0.508 0.659 0.532 0.845 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 0.592 0.786 0.741 0.656 0.743 0.821 0.841 0.554 0.687 0.680 0.750 0.680 0.806 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 0.742 0.831 0.560 0.654 0.743 0.834 0.800 0.822 0.582 0.825 0.632 0.691 0.555 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 0.562 0.833 0.611 0.541 0.574 0.767 0.722 0.659 0.804 0.783 0.839 0.773 0.724 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 0.574 0.850 0.739 0.681 0.566 0.674 0.739 0.748 0.553 0.526 0.636 0.784 0.776 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 0.782 0.846 0.837 0.772 0.582 0.622 0.829 0.509 0.771 0.521 0.580 0.694 0.577 1446 1447 1448 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 0.644 0.559 0.826 0.689 0.796 0.570 0.605 0.598 0.604 0.761 0.567 0.751 0.828 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 0.779 0.622 0.672 0.619 0.719 0.602 0.662 0.822 0.724 0.733 0.848 0.788 0.710 1473 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 0.612 0.654 0.777 0.751 0.528 0.575 0.571 0.568 0.795 0.688 0.565 0.848 0.803 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 0.562 0.827 0.723 0.551 0.836 0.734 0.559 0.763 0.551 0.531 0.636 0.541 0.504 1500 0.642 > print( residuals( testTobit2TwoStep, part = "outcome" ) ) 1 2 3 4 5 6 7 8 NA NA 1.341581 -0.284578 0.365335 -0.558381 0.876417 0.677956 9 10 11 12 13 14 15 16 -0.964783 NA -1.037661 NA 1.986495 NA 0.278415 1.080832 17 18 19 21 22 23 24 25 0.567147 0.463192 -0.845453 NA NA 0.138130 -0.357779 -1.291477 26 27 28 29 30 31 32 33 NA -0.610971 0.652050 1.354090 -0.310567 NA -1.193193 NA 35 36 37 38 39 40 41 42 NA NA 0.686411 -1.845743 -0.089368 0.401431 -0.224290 -1.617486 43 44 45 46 47 48 49 50 -1.451320 -0.439447 -1.488756 NA NA 0.750265 0.776601 NA 51 52 53 54 55 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1.808163 148 150 151 152 153 154 155 156 -0.361755 -0.490310 -1.619302 0.351304 -1.911775 0.704081 -0.106527 1.226341 157 158 159 160 161 162 163 164 0.484379 NA -0.377632 NA 0.246664 NA 0.180519 -0.965971 165 166 167 168 169 170 171 172 NA NA 1.164799 NA NA 0.741237 -0.590328 NA 173 174 175 176 177 178 179 180 0.475594 0.804860 -0.415622 0.612689 NA NA -0.345925 NA 181 182 183 184 185 186 187 188 0.118407 0.391489 NA NA -0.692239 -0.496931 0.006900 0.237549 189 190 191 192 193 194 195 196 NA -0.166556 0.569966 -0.523243 0.143332 -0.046163 0.325410 0.266061 197 198 199 200 201 202 203 204 NA -0.055086 0.050736 -0.556570 -0.044074 NA NA -0.059795 205 206 207 208 209 210 211 212 NA 1.388118 NA 1.681416 0.156165 -1.108618 NA 0.676462 213 214 215 216 217 218 219 220 0.342717 2.035414 0.456067 1.309213 -0.187349 -0.166930 0.265627 0.111030 221 222 223 224 225 226 227 228 0.312641 -0.105189 0.672022 -0.870787 NA NA NA -0.845979 229 230 231 232 233 234 235 236 0.983491 -0.132710 -0.189729 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319 320 321 322 323 324 NA 0.837277 NA NA -1.078414 -0.024703 -0.460873 -1.232443 325 326 327 328 329 330 331 332 -1.360994 NA 0.544358 0.473790 -0.134182 -0.181230 NA 1.438898 333 334 335 336 337 338 339 340 0.378013 NA 1.842021 0.811932 -1.956808 NA -0.316746 -1.389254 341 342 343 344 345 346 347 348 NA NA -0.039588 0.182034 NA 1.534748 0.047444 NA 349 350 351 352 353 354 355 356 0.318456 1.465854 0.483268 0.805772 NA 0.305383 NA -0.564306 357 358 359 360 361 362 363 364 -0.626889 -1.869182 NA -2.593288 0.940036 NA -0.228590 -0.700256 365 366 367 368 369 370 371 372 -0.379723 1.052230 0.442314 -0.672103 -0.995473 -0.036824 NA 0.920552 373 374 375 376 377 378 379 380 NA 0.561781 NA NA 1.463656 -1.945173 -1.384536 0.568380 381 382 383 384 385 386 387 388 -0.813209 0.293755 0.768396 NA NA 0.616516 -1.474623 -0.184506 389 390 391 392 393 394 395 396 NA -0.377352 -0.390443 1.494769 NA NA 1.617701 -0.245343 397 398 399 400 401 402 403 404 0.267600 NA -0.481514 NA 1.520498 NA 0.148985 NA 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792 793 794 795 796 797 798 799 800 801 -1.453 0.841 -1.409 -1.422 -1.292 0.844 0.682 1.002 0.983 0.809 0.607 802 803 804 805 806 807 808 809 810 811 812 -1.390 0.701 0.685 0.631 -1.832 -1.318 -1.305 -1.290 -1.891 0.647 0.697 813 814 815 816 817 818 819 820 821 822 823 1.006 -1.716 1.035 1.148 -1.430 -1.552 0.776 0.829 -1.930 0.652 0.634 824 825 826 827 828 829 830 831 832 833 834 1.107 1.071 -1.273 -1.645 0.678 0.632 0.667 0.996 0.819 0.670 -1.947 835 836 837 838 839 840 841 842 843 844 845 -1.774 0.607 0.787 1.025 0.585 0.623 0.767 0.734 1.151 -1.907 0.707 846 847 848 849 850 851 852 853 854 855 856 0.926 -1.804 0.855 1.077 -1.268 0.900 -1.193 -1.411 0.635 0.705 -1.865 857 858 859 860 861 862 863 864 865 866 867 0.902 0.822 0.655 0.674 1.011 -1.476 0.702 1.096 0.609 0.752 -1.815 868 869 870 871 872 873 874 875 876 877 878 -1.672 0.590 0.978 0.905 -1.296 -1.376 -1.469 -1.463 1.151 -1.504 0.929 879 880 881 882 883 884 885 886 887 888 889 -1.828 0.974 0.623 0.625 -1.318 0.861 0.832 0.901 -1.373 1.095 0.821 890 891 892 893 894 895 896 897 898 899 900 0.836 0.567 0.735 -1.471 0.618 1.170 0.752 0.804 -1.499 0.912 0.814 901 902 903 904 905 906 907 908 909 910 911 0.768 -1.315 0.940 0.622 0.881 -1.224 0.691 0.730 -1.876 0.820 0.679 912 913 914 915 916 917 918 919 920 921 922 0.807 1.057 -1.281 -1.184 0.965 0.861 0.875 0.617 0.667 -1.504 -1.482 923 924 925 926 927 928 929 930 931 932 933 1.091 -1.738 -1.287 0.703 0.838 0.966 0.915 -1.196 -1.226 0.648 0.689 934 935 936 937 938 939 940 941 942 943 944 -1.824 1.107 0.806 -1.696 0.801 -1.631 1.000 0.632 0.962 -1.544 0.597 945 946 947 948 949 950 951 952 953 954 956 -1.380 -1.406 0.930 0.716 -1.741 0.720 1.032 0.648 -1.683 0.659 0.798 957 958 959 960 961 962 963 964 965 966 967 1.148 -1.539 1.058 -1.681 0.858 -1.603 0.760 0.856 1.075 0.570 0.764 968 969 970 971 972 973 974 975 976 977 978 0.595 0.973 -1.261 0.729 0.775 0.598 0.732 -1.426 0.700 0.902 -1.475 979 980 981 982 983 984 985 986 987 988 989 -1.254 1.087 -1.274 0.657 0.612 0.595 -1.351 0.601 0.779 -1.255 0.904 990 991 992 993 994 995 996 997 998 999 1000 0.962 -1.457 0.719 -1.859 1.079 0.768 0.605 0.628 0.712 0.704 -1.317 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 -1.394 0.672 -1.232 -1.885 0.943 0.577 -1.491 0.654 0.692 -1.194 -1.903 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1.014 -1.329 0.799 0.636 0.906 0.588 0.907 -1.209 0.835 -1.639 0.931 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 -1.373 0.951 0.887 1.042 0.873 0.963 1.077 0.850 -1.360 0.795 0.726 1034 1035 1037 1038 1039 1040 1041 1042 1043 1045 1046 0.614 0.807 1.111 -1.201 1.005 -1.540 -1.760 -1.192 0.644 1.165 -1.270 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 -1.645 -1.442 0.696 0.720 1.129 -1.433 -1.711 0.714 0.961 0.738 0.896 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 -1.333 0.720 -1.497 0.618 1.166 0.795 0.967 0.630 0.968 0.670 -1.844 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 0.668 0.690 -1.451 -1.272 0.779 0.724 0.664 0.730 0.569 0.678 1.122 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 -1.340 0.746 0.781 1.009 0.603 1.095 1.056 -1.461 0.760 0.630 -1.588 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 0.636 0.775 -1.798 -1.226 -1.471 1.172 1.094 0.660 0.642 -1.547 0.720 1102 1103 1104 1105 1106 1107 1108 1109 1110 1112 1113 1.043 0.813 0.721 0.601 0.941 0.774 1.003 1.155 0.565 1.126 0.999 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1.060 0.954 -1.719 0.994 0.964 -1.285 0.590 0.564 0.572 0.981 1.076 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 -1.333 0.667 1.011 -1.241 0.798 0.759 1.107 0.645 0.657 0.887 0.785 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 0.966 0.629 -1.565 1.014 0.679 0.594 0.610 0.570 -1.475 0.728 -1.422 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 0.674 -1.630 0.956 -1.581 0.653 0.732 1.131 -1.199 -1.905 0.869 0.649 1158 1159 1161 1162 1163 1164 1165 1166 1167 1168 1169 -1.546 -1.269 0.897 0.630 0.826 -1.361 0.610 0.957 0.757 -1.269 1.153 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 0.820 0.900 0.567 0.686 0.962 0.885 -1.849 0.565 0.645 0.926 -1.513 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1.067 0.708 0.811 0.947 0.893 -1.350 1.052 1.127 0.692 -1.786 -1.343 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 -1.332 0.649 0.847 0.596 -1.790 0.987 -1.810 0.866 0.645 0.661 0.639 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 0.937 -1.475 -1.248 -1.815 1.144 0.593 0.605 0.736 0.771 0.689 0.859 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 0.625 0.653 0.584 0.794 -1.261 -1.474 0.600 -1.268 0.916 -1.444 0.696 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1.170 0.773 0.668 0.636 0.615 1.129 -1.224 0.897 0.752 -1.268 0.935 1236 1237 1238 1239 1240 1241 1242 1243 1244 1246 1247 0.608 -1.348 -1.818 -1.569 0.606 0.727 0.874 0.659 -1.438 0.887 0.852 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 -1.398 0.825 -1.750 -1.299 0.787 1.121 1.089 0.739 0.952 0.694 0.567 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 -1.542 1.104 -1.232 0.807 -1.658 -1.835 -1.205 1.115 0.701 0.954 0.968 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 -1.218 0.962 0.930 0.937 0.781 0.861 0.593 1.046 0.662 0.802 0.740 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 0.870 -1.318 0.927 -1.202 -1.467 0.706 1.084 0.622 0.843 0.569 0.658 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1.021 0.821 0.701 0.694 1.077 0.838 -1.426 1.094 0.899 -1.426 -1.419 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 -1.792 -1.765 0.649 -1.432 -1.444 -1.454 0.606 -1.745 0.966 -1.271 0.841 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 0.628 0.789 1.014 -1.514 -1.916 1.144 0.641 0.882 0.899 0.565 0.723 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 -1.407 -1.655 -1.634 0.842 1.027 0.784 0.973 -1.293 1.096 0.702 0.623 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 1.030 -1.239 0.779 0.852 0.623 0.968 -1.618 1.020 -1.273 1.162 -1.322 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 -1.292 1.106 -1.526 0.582 0.793 -1.927 1.065 0.796 0.659 0.716 0.905 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 0.848 0.658 0.817 1.098 -1.277 -1.293 1.127 -1.543 0.689 -1.428 -1.218 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 -1.888 -1.215 0.637 -1.352 0.587 0.567 1.006 -1.500 1.163 0.913 -1.233 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 0.579 1.024 0.694 0.774 0.918 0.770 0.628 0.589 -1.271 -1.524 0.879 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 0.759 0.879 -1.810 0.772 0.608 -1.281 0.922 0.771 0.603 0.669 0.625 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 -1.321 0.619 0.957 0.859 -1.273 -1.285 -1.892 0.993 1.108 -1.306 -1.707 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 -1.599 0.913 0.660 0.699 0.593 0.718 0.804 1.053 0.571 0.777 0.876 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1.067 -1.496 0.777 -1.659 -1.269 -1.222 0.952 -1.750 0.712 0.701 0.578 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 0.596 -1.719 -1.321 -1.394 0.613 -1.193 0.722 -1.214 1.044 0.854 -1.312 1446 1447 1448 1450 1451 1452 1453 1454 1455 1456 1457 0.938 -1.279 0.619 0.864 0.676 -1.300 1.003 1.015 1.004 0.740 1.066 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 0.756 0.614 0.706 0.974 0.892 0.979 0.813 -1.358 0.909 0.626 -1.605 1469 1470 1471 1472 1473 1475 1476 1477 1478 1479 1480 -1.624 0.574 0.689 0.827 0.991 0.921 -1.732 -1.667 1.129 1.052 1.059 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 -1.296 0.678 0.865 1.068 0.575 0.663 1.074 0.616 0.805 1.092 0.598 1492 1493 1494 1495 1496 1497 1498 1499 1500 -1.627 1.078 -1.697 1.092 1.125 0.952 -1.248 -1.184 -1.434 > all.equal( residuals( testTobit2TwoStep, part = "selection" ), + residuals( testTobit2TwoStep, part = "selection", type = "deviance" ) ) [1] TRUE > all.equal( residuals( testTobit2TwoStep$probit ), + residuals( testTobit2TwoStep, part = "selection" ) ) [1] TRUE > print( residuals( testTobit2TwoStep, part = "selection", type = "pearson" ) ) 1 2 3 4 5 6 7 8 9 10 11 -2.392 -1.541 0.566 0.683 0.557 0.906 0.461 0.423 0.485 -1.183 0.948 12 13 14 15 16 17 18 19 21 22 23 -1.063 0.454 -1.636 0.509 0.682 0.833 0.670 0.462 -1.284 -2.290 0.994 24 25 26 27 28 29 30 31 32 33 35 0.855 0.479 -1.290 0.596 0.893 0.562 0.976 -1.199 0.499 -1.097 -1.640 36 37 38 39 40 41 42 43 44 45 46 -1.104 0.447 0.956 0.921 0.519 0.640 0.549 0.971 0.666 0.787 -1.054 47 48 49 50 51 52 53 54 55 56 57 -1.351 0.679 0.727 -1.454 0.537 -1.635 -1.463 0.829 -1.470 0.927 0.847 58 59 60 61 62 63 64 65 66 67 68 -1.285 -1.331 -1.129 0.692 0.550 -1.057 0.777 0.946 -1.074 0.460 0.740 69 70 71 72 73 74 75 76 77 78 79 0.755 0.518 -1.146 0.702 0.901 0.901 0.901 -1.198 -2.113 0.434 -1.157 80 81 82 83 84 85 86 87 88 89 90 0.495 0.484 -1.064 0.439 -1.136 0.665 0.655 0.870 -1.248 -1.506 -1.296 91 92 93 94 95 96 97 98 99 100 101 0.544 0.882 0.744 -2.388 0.979 0.932 -1.272 -1.448 0.631 0.600 0.463 102 103 104 105 106 107 108 109 110 111 112 0.889 -1.125 -1.242 -1.457 0.420 -1.913 0.844 -1.129 -1.147 0.632 0.546 113 114 115 116 117 118 119 120 121 122 124 -2.037 0.772 -1.449 0.450 -1.070 0.542 0.661 0.636 -1.213 -1.880 0.463 125 126 127 128 129 130 131 132 133 134 135 0.848 0.732 -1.949 0.792 0.943 0.626 0.646 0.617 0.683 0.423 0.699 136 137 138 139 140 141 142 143 144 145 146 0.485 -1.977 0.556 0.593 0.894 0.465 0.527 -2.224 -1.795 0.576 0.434 147 148 150 151 152 153 154 155 156 157 158 0.892 0.800 0.603 0.753 0.512 0.517 0.578 0.621 0.928 0.967 -1.576 159 160 161 162 163 164 165 166 167 168 169 0.606 -1.515 0.647 -1.115 0.427 0.633 -1.069 -1.223 0.956 -1.171 -1.870 170 171 172 173 174 175 176 177 178 179 180 0.754 0.720 -2.365 0.811 0.614 0.425 0.572 -2.378 -1.295 0.453 -1.108 181 182 183 184 185 186 187 188 189 190 191 0.486 0.716 -1.337 -1.169 0.496 0.519 0.746 0.662 -1.180 0.597 0.665 192 193 194 195 196 197 198 199 200 201 202 0.430 0.732 0.511 0.573 0.675 -1.542 0.965 0.732 0.748 0.472 -2.382 203 204 205 206 207 208 209 210 211 212 213 -1.651 0.895 -1.801 0.489 -1.306 0.539 0.485 0.709 -1.491 0.673 0.552 214 215 216 217 218 219 220 221 222 223 224 0.507 0.701 0.675 0.766 0.419 0.904 0.725 0.928 0.444 0.419 0.666 225 226 227 228 229 230 231 232 233 234 235 -1.245 -1.731 -1.270 0.775 0.485 0.670 0.683 0.547 0.708 0.731 0.576 236 237 238 239 240 241 242 243 244 245 246 -1.196 -1.930 0.748 0.985 0.423 0.458 0.606 0.941 -1.119 0.508 0.738 247 248 249 250 251 252 253 254 255 256 257 -1.135 0.489 0.727 -1.870 0.941 -1.193 0.469 0.493 -1.422 -2.341 0.455 258 259 260 261 262 263 264 265 266 267 268 0.590 0.509 0.443 0.662 -1.523 0.810 0.506 0.568 0.728 -1.116 0.416 269 270 271 272 273 274 275 276 277 278 279 0.576 0.639 0.531 0.468 0.537 0.582 0.805 -2.054 -2.178 0.428 0.487 280 281 282 283 284 285 286 287 288 289 290 0.830 0.444 0.922 0.848 0.518 0.481 0.724 -1.421 -2.060 0.494 0.590 291 292 293 294 295 296 297 298 299 300 301 -1.521 0.448 0.607 0.849 -1.139 0.428 0.490 0.764 -1.065 0.873 -1.883 302 303 304 305 306 307 308 309 310 311 312 0.600 0.670 0.684 -1.072 -1.645 -1.034 0.777 0.984 0.501 0.496 0.584 313 314 315 316 317 318 319 320 321 322 323 0.739 0.763 0.471 0.994 -1.141 0.721 -1.762 -2.288 0.782 0.449 0.760 324 325 326 327 328 329 330 331 332 333 334 0.592 0.535 -1.879 0.444 0.455 0.544 0.684 -1.503 0.590 0.476 -1.853 335 336 337 338 339 340 341 342 343 344 345 0.665 0.425 0.661 -1.379 0.596 0.468 -1.639 -2.389 0.646 0.980 -1.229 346 347 348 349 350 351 352 353 354 355 356 0.528 0.735 -1.213 0.798 0.902 0.595 0.678 -1.479 0.794 -2.206 0.434 357 358 359 360 361 362 363 364 365 366 367 0.601 0.460 -1.695 0.655 0.768 -1.989 0.834 0.561 0.466 0.437 0.434 368 369 370 371 372 373 374 375 376 377 378 0.740 0.455 0.418 -1.744 0.634 -1.283 0.930 -1.162 -1.675 0.535 0.956 379 380 381 382 383 384 385 386 387 388 389 0.768 0.796 0.619 0.679 0.696 -1.841 -1.118 0.489 0.793 0.500 -1.144 390 391 392 393 394 395 396 397 398 399 400 0.525 0.865 0.525 -1.030 -1.364 0.656 0.687 0.708 -1.145 0.535 -1.109 401 402 403 404 405 406 407 408 409 410 411 0.503 -1.949 0.500 -2.366 0.962 0.802 0.674 0.762 0.445 0.585 0.837 412 413 414 415 416 417 418 420 421 422 423 0.869 0.889 -1.092 0.485 0.919 0.781 0.442 -1.694 0.917 -1.301 -1.361 424 425 426 427 428 429 430 431 432 433 434 0.539 0.441 0.921 -2.092 0.752 0.483 -1.446 -1.154 0.567 -1.524 0.579 435 436 437 438 439 440 441 442 443 444 445 -1.957 0.420 0.738 0.613 -1.079 0.888 0.602 -1.255 0.667 0.464 0.872 446 448 449 450 451 452 453 454 455 456 457 -2.135 0.432 0.863 0.549 0.476 0.678 0.657 0.748 0.763 0.562 -1.519 458 459 460 461 462 463 464 465 466 467 468 -1.232 0.606 0.605 0.485 0.514 0.562 0.511 0.551 0.505 0.493 0.664 469 470 471 472 473 474 475 476 477 478 479 -1.676 0.906 -1.199 -1.107 0.881 0.767 0.877 0.637 0.901 0.665 0.768 480 481 482 483 484 485 486 487 488 489 490 0.770 0.773 -1.757 -1.385 0.526 0.556 0.794 0.709 0.650 0.457 -1.083 491 492 493 494 495 496 498 499 500 501 502 0.578 0.418 0.497 -1.414 0.763 0.486 0.523 0.714 0.515 0.670 0.874 503 504 505 506 507 508 509 510 511 512 513 -1.471 0.974 -1.483 0.935 -1.191 0.569 -2.343 0.486 0.767 0.938 -1.095 514 515 516 517 518 519 520 521 522 523 524 -1.345 0.859 0.531 0.545 -1.985 -1.051 0.676 -1.379 0.592 -1.335 0.452 525 526 527 528 529 530 531 532 534 535 536 0.693 0.514 0.505 0.513 -1.214 0.724 0.613 -1.193 -1.210 0.504 0.732 537 538 539 540 541 542 543 544 545 546 547 0.949 0.602 0.436 -1.171 0.551 -1.188 0.575 0.816 0.747 -1.317 0.489 548 549 550 551 552 553 554 555 556 557 558 -1.106 0.496 -1.238 0.516 0.505 0.594 0.914 -1.709 0.904 0.511 0.665 559 560 561 562 563 564 565 566 567 568 569 0.695 0.550 0.573 -1.251 0.747 0.534 -1.402 0.910 0.633 0.849 0.697 570 571 572 573 574 575 576 577 578 579 580 0.744 0.540 -1.842 0.560 0.453 -1.401 0.777 0.724 0.749 0.793 0.892 581 582 583 584 585 586 587 588 589 590 591 0.626 -1.230 0.834 0.461 0.698 0.523 0.580 0.564 0.580 0.713 0.814 592 593 594 595 596 597 598 599 600 601 602 0.464 -1.829 -1.240 -1.363 -1.718 0.828 0.580 0.505 0.659 -1.172 -1.464 603 604 605 606 607 608 609 610 611 612 613 0.864 0.570 0.711 -1.043 -1.764 0.963 0.743 0.732 0.472 0.753 0.640 614 615 616 617 618 619 620 621 622 623 624 0.594 0.457 -2.390 0.647 -1.160 0.469 0.534 -1.361 0.687 -2.354 0.607 625 626 627 628 629 630 631 632 633 634 635 0.677 0.993 -1.998 -1.164 0.483 0.624 0.476 0.545 0.664 -1.194 0.613 636 637 638 639 640 641 642 643 644 645 646 0.866 -1.170 -1.256 -1.060 -1.835 0.476 -1.066 -2.192 -1.054 0.822 0.437 647 648 649 650 651 652 653 654 655 656 657 0.701 -1.017 -1.071 0.584 0.477 0.803 0.611 0.576 0.655 0.452 0.891 658 659 660 661 662 663 664 665 666 667 668 0.492 -2.173 -1.274 0.700 0.778 -1.707 0.960 0.676 -1.200 0.471 0.576 669 670 671 672 673 674 675 676 677 678 679 0.709 0.526 -1.301 0.970 0.454 0.989 0.618 -1.069 0.724 0.521 0.883 680 681 682 683 684 685 686 687 688 689 690 0.741 0.539 0.485 0.765 0.919 0.598 -1.473 -1.404 0.759 -1.679 0.552 691 692 693 694 695 696 697 698 699 700 701 0.445 -1.192 0.569 0.548 -1.312 0.530 0.429 0.505 0.663 0.427 0.820 702 703 704 705 706 707 708 709 710 711 712 0.822 0.422 0.668 0.573 0.422 -1.015 0.661 -2.160 -1.018 0.587 0.618 713 714 715 716 717 718 719 720 721 722 723 0.527 0.423 0.465 -1.027 -2.050 0.868 -1.587 -1.201 0.509 -1.133 0.470 724 725 726 727 728 729 730 731 732 733 734 0.662 0.741 -1.338 -1.760 0.458 -1.397 0.457 0.541 0.945 0.697 0.663 735 736 737 738 739 740 741 742 743 744 745 -1.492 -1.067 -1.907 -1.185 0.737 0.508 0.535 -1.488 0.836 -1.684 0.854 746 747 748 749 750 751 752 753 754 755 756 0.743 -1.073 -1.045 0.578 0.877 0.617 0.632 0.978 0.657 0.502 0.468 757 758 759 760 761 762 763 764 765 766 767 -1.268 -1.739 -1.153 0.679 0.616 0.808 0.533 0.655 0.803 0.597 -1.303 768 769 770 771 772 773 774 775 776 777 778 0.816 -1.304 -1.334 -1.031 -2.017 0.770 0.879 -1.207 -1.627 0.513 -2.088 779 780 781 783 784 785 786 787 788 789 790 0.450 -1.375 0.649 -1.063 -2.035 -2.029 0.633 -1.330 0.776 0.565 -1.121 791 792 793 794 795 796 797 798 799 800 801 -1.369 0.652 -1.303 -1.322 -1.141 0.654 0.512 0.807 0.788 0.622 0.450 802 803 804 805 806 807 808 809 810 811 812 -1.275 0.528 0.514 0.469 -2.087 -1.177 -1.158 -1.139 -2.231 0.482 0.524 813 814 815 816 817 818 819 820 821 822 823 0.812 -1.834 0.842 0.966 -1.335 -1.529 0.593 0.640 -2.331 0.487 0.472 824 825 826 827 828 829 830 831 832 833 834 0.920 0.880 -1.117 -1.694 0.508 0.470 0.499 0.802 0.631 0.501 -2.377 835 836 837 838 839 840 841 842 843 844 845 -1.955 0.450 0.602 0.831 0.432 0.463 0.585 0.556 0.969 -2.271 0.533 846 847 848 849 850 851 852 853 854 855 856 0.731 -2.022 0.665 0.887 -1.111 0.707 -1.019 -1.306 0.472 0.532 -2.166 857 858 859 860 861 862 863 864 865 866 867 0.709 0.634 0.489 0.505 0.817 -1.404 0.529 0.908 0.452 0.571 -2.047 868 869 870 871 872 873 874 875 876 877 878 -1.746 0.436 0.783 0.711 -1.147 -1.256 -1.393 -1.384 0.970 -1.449 0.735 879 880 881 882 883 884 885 886 887 888 889 -2.078 0.779 0.463 0.465 -1.176 0.670 0.643 0.707 -1.251 0.907 0.633 890 891 892 893 894 895 896 897 898 899 900 0.647 0.418 0.557 -1.396 0.459 0.992 0.572 0.618 -1.441 0.718 0.627 901 902 903 904 905 906 907 908 909 910 911 0.586 -1.172 0.746 0.462 0.689 -1.056 0.520 0.553 -2.193 0.632 0.509 912 913 914 915 916 917 918 919 920 921 922 0.621 0.865 -1.128 -1.008 0.770 0.670 0.683 0.458 0.499 -1.449 -1.414 923 924 925 926 927 928 929 930 931 932 933 0.902 -1.879 -1.135 0.529 0.648 0.771 0.721 -1.022 -1.059 0.483 0.518 934 935 936 937 938 939 940 941 942 943 944 -2.069 0.920 0.620 -1.792 0.615 -1.668 0.806 0.470 0.767 -1.515 0.441 945 946 947 948 949 950 951 952 953 954 956 -1.262 -1.299 0.735 0.541 -1.885 0.544 0.839 0.483 -1.767 0.492 0.612 957 958 959 960 961 962 963 964 965 966 967 0.965 -1.506 0.866 -1.763 0.667 -1.617 0.579 0.665 0.884 0.420 0.582 968 969 970 971 972 973 974 975 976 977 978 0.440 0.778 -1.103 0.552 0.592 0.442 0.554 -1.328 0.527 0.708 -1.403 979 980 981 982 983 984 985 986 987 988 989 -1.093 0.898 -1.118 0.491 0.454 0.440 -1.220 0.445 0.596 -1.094 0.711 990 991 992 993 994 995 996 997 998 999 1000 0.767 -1.376 0.543 -2.151 0.889 0.586 0.448 0.467 0.537 0.530 -1.175 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 -1.282 0.504 -1.065 -2.216 0.748 0.425 -1.429 0.488 0.520 -1.019 -2.261 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 0.820 -1.191 0.613 0.473 0.713 0.434 0.714 -1.038 0.646 -1.683 0.737 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 -1.252 0.756 0.694 0.849 0.681 0.768 0.886 0.660 -1.234 0.610 0.549 1034 1035 1037 1038 1039 1040 1041 1042 1043 1045 1046 0.455 0.620 0.924 -1.028 0.811 -1.508 -1.925 -1.017 0.480 0.985 -1.114 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 -1.695 -1.353 0.524 0.544 0.944 -1.339 -1.822 0.539 0.766 0.559 0.702 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 -1.197 0.544 -1.438 0.458 0.987 0.610 0.772 0.469 0.773 0.502 -2.115 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 0.500 0.518 -1.365 -1.116 0.595 0.548 0.496 0.553 0.420 0.508 0.936 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 -1.206 0.566 0.597 0.814 0.446 0.907 0.864 -1.382 0.578 0.468 -1.589 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 0.473 0.592 -2.009 -1.059 -1.396 0.994 0.905 0.493 0.479 -1.520 0.544 1102 1103 1104 1105 1106 1107 1108 1109 1110 1112 1113 0.850 0.626 0.545 0.445 0.746 0.591 0.808 0.974 0.416 0.940 0.805 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 0.868 0.759 -1.840 0.799 0.769 -1.133 0.436 0.415 0.422 0.786 0.885 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 -1.197 0.499 0.817 -1.077 0.612 0.578 0.919 0.481 0.491 0.694 0.601 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 0.771 0.467 -1.550 0.819 0.509 0.440 0.453 0.420 -1.404 0.551 -1.323 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 0.505 -1.666 0.761 -1.578 0.487 0.554 0.947 -1.025 -2.267 0.677 0.484 1158 1159 1161 1162 1163 1164 1165 1166 1167 1168 1169 -1.518 -1.112 0.704 0.469 0.638 -1.234 0.452 0.762 0.576 -1.113 0.971 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 0.633 0.706 0.418 0.515 0.767 0.693 -2.128 0.416 0.481 0.732 -1.463 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 0.875 0.534 0.624 0.753 0.700 -1.220 0.860 0.942 0.520 -1.982 -1.210 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 -1.196 0.484 0.657 0.441 -1.992 0.792 -2.035 0.674 0.481 0.495 0.476 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 0.743 -1.403 -1.085 -2.048 0.961 0.439 0.448 0.558 0.588 0.517 0.668 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 0.464 0.487 0.431 0.608 -1.102 -1.401 0.444 -1.111 0.722 -1.355 0.523 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 0.992 0.590 0.500 0.473 0.456 0.944 -1.056 0.703 0.572 -1.111 0.741 1236 1237 1238 1239 1240 1241 1242 1243 1244 1246 1247 0.451 -1.218 -2.054 -1.557 0.449 0.550 0.682 0.493 -1.346 0.694 0.662 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 -1.287 0.637 -1.904 -1.151 0.603 0.935 0.900 0.560 0.757 0.522 0.418 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 -1.511 0.916 -1.066 0.620 -1.719 -2.095 -1.032 0.928 0.528 0.759 0.773 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 -1.049 0.767 0.736 0.742 0.597 0.669 0.439 0.853 0.495 0.616 0.562 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 0.678 -1.176 0.733 -1.029 -1.391 0.532 0.894 0.462 0.653 0.419 0.492 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 0.827 0.633 0.527 0.522 0.886 0.648 -1.329 0.906 0.706 -1.328 -1.318 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 -1.995 -1.935 0.484 -1.337 -1.356 -1.370 0.449 -1.893 0.771 -1.114 0.651 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 0.467 0.604 0.820 -1.464 -2.295 0.961 0.477 0.690 0.705 0.416 0.546 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 -1.301 -1.713 -1.673 0.652 0.834 0.600 0.778 -1.143 0.907 0.528 0.463 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 0.837 -1.074 0.596 0.662 0.462 0.773 -1.643 0.827 -1.117 0.982 -1.182 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 -1.142 0.918 -1.485 0.430 0.608 -2.325 0.874 0.611 0.492 0.540 0.712 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 0.658 0.492 0.629 0.909 -1.123 -1.143 0.942 -1.513 0.518 -1.330 -1.049 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 -2.223 -1.046 0.474 -1.223 0.433 0.418 0.811 -1.443 0.984 0.719 -1.067 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 0.428 0.830 0.522 0.591 0.724 0.588 0.467 0.435 -1.115 -1.481 0.687 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 0.578 0.686 -2.036 0.589 0.451 -1.127 0.728 0.588 0.447 0.501 0.465 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 -1.180 0.460 0.763 0.668 -1.118 -1.133 -2.234 0.799 0.921 -1.161 -1.814 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 -1.610 0.719 0.493 0.526 0.439 0.542 0.617 0.861 0.420 0.594 0.684 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 0.876 -1.436 0.594 -1.721 -1.113 -1.053 0.757 -1.904 0.537 0.528 0.427 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 0.441 -1.839 -1.181 -1.282 0.455 -1.019 0.546 -1.043 0.851 0.664 -1.169 1446 1447 1448 1450 1451 1452 1453 1454 1455 1456 1457 0.744 -1.125 0.460 0.673 0.506 -1.152 0.808 0.821 0.810 0.561 0.874 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 0.575 0.455 0.532 0.779 0.699 0.784 0.626 -1.230 0.715 0.465 -1.621 1469 1470 1471 1472 1473 1475 1476 1477 1478 1479 1480 -1.655 0.424 0.518 0.638 0.796 0.727 -1.867 -1.735 0.945 0.859 0.867 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 -1.148 0.508 0.673 0.877 0.424 0.496 0.884 0.457 0.619 0.903 0.442 1492 1493 1494 1495 1496 1497 1498 1499 1500 -1.659 0.888 -1.794 0.903 0.940 0.757 -1.085 -1.008 -1.340 > all.equal( residuals( testTobit2TwoStep$probit, type = "pearson" ), + residuals( testTobit2TwoStep, part = "selection", type = "pearson" ) ) [1] TRUE > print( residuals( testTobit2TwoStep, part = "selection", type = "response" ) ) 1 2 3 4 5 6 7 8 9 10 11 -0.851 -0.704 0.243 0.318 0.237 0.451 0.175 0.152 0.190 -0.583 0.473 12 13 14 15 16 17 18 19 21 22 23 -0.531 0.171 -0.728 0.206 0.317 0.410 0.310 0.176 -0.622 -0.840 0.497 24 25 26 27 28 29 30 31 32 33 35 0.422 0.187 -0.625 0.262 0.444 0.240 0.488 -0.590 0.200 -0.546 -0.729 36 37 38 39 40 41 42 43 44 45 46 -0.549 0.166 0.478 0.459 0.212 0.290 0.231 0.486 0.307 0.382 -0.526 47 48 49 50 51 52 53 54 55 56 57 -0.646 0.316 0.346 -0.679 0.224 -0.728 -0.681 0.408 -0.684 0.462 0.418 58 59 60 61 62 63 64 65 66 67 68 -0.623 -0.639 -0.560 0.324 0.232 -0.528 0.376 0.472 -0.536 0.175 0.354 69 70 71 72 73 74 75 76 77 78 79 0.363 0.212 -0.568 0.330 0.448 0.448 0.448 -0.589 -0.817 0.159 -0.573 80 81 82 83 84 85 86 87 88 89 90 0.197 0.190 -0.531 0.161 -0.563 0.307 0.300 0.431 -0.609 -0.694 -0.627 91 92 93 94 95 96 97 98 99 100 101 0.229 0.437 0.357 -0.851 0.489 0.465 -0.618 -0.677 0.285 0.265 0.177 102 103 104 105 106 107 108 109 110 111 112 0.442 -0.558 -0.607 -0.680 0.150 -0.785 0.416 -0.561 -0.568 0.286 0.230 113 114 115 116 117 118 119 120 121 122 124 -0.806 0.373 -0.677 0.168 -0.534 0.227 0.304 0.288 -0.595 -0.780 0.176 125 126 127 128 129 130 131 132 133 134 135 0.418 0.349 -0.792 0.385 0.471 0.281 0.295 0.276 0.318 0.152 0.328 136 137 138 139 140 141 142 143 144 145 146 0.190 -0.796 0.236 0.260 0.444 0.178 0.217 -0.832 -0.763 0.249 0.158 147 148 150 151 152 153 154 155 156 157 158 0.443 0.390 0.267 0.362 0.208 0.211 0.251 0.279 0.463 0.483 -0.713 159 160 161 162 163 164 165 166 167 168 169 0.268 -0.696 0.295 -0.554 0.154 0.286 -0.534 -0.599 0.478 -0.578 -0.778 170 171 172 173 174 175 176 177 178 179 180 0.363 0.342 -0.848 0.396 0.274 0.153 0.247 -0.850 -0.626 0.170 -0.551 181 182 183 184 185 186 187 188 189 190 191 0.191 0.339 -0.641 -0.577 0.197 0.212 0.358 0.305 -0.582 0.263 0.307 192 193 194 195 196 197 198 199 200 201 202 0.156 0.349 0.207 0.247 0.313 -0.704 0.482 0.349 0.359 0.182 -0.850 203 204 205 206 207 208 209 210 211 212 213 -0.732 0.445 -0.764 0.193 -0.630 0.225 0.190 0.334 -0.690 0.312 0.233 214 215 216 217 218 219 220 221 222 223 224 0.204 0.329 0.313 0.370 0.149 0.450 0.345 0.463 0.165 0.149 0.307 225 226 227 228 229 230 231 232 233 234 235 -0.608 -0.750 -0.617 0.375 0.190 0.310 0.318 0.230 0.334 0.348 0.249 236 237 238 239 240 241 242 243 244 245 246 -0.588 -0.788 0.359 0.493 0.152 0.174 0.269 0.469 -0.556 0.205 0.353 247 248 249 250 251 252 253 254 255 256 257 -0.563 0.193 0.346 -0.778 0.470 -0.588 0.180 0.196 -0.669 -0.846 0.172 258 259 260 261 262 263 264 265 266 267 268 0.258 0.206 0.164 0.305 -0.699 0.396 0.204 0.244 0.346 -0.555 0.147 269 270 271 272 273 274 275 276 277 278 279 0.249 0.290 0.220 0.180 0.224 0.253 0.393 -0.808 -0.826 0.155 0.192 280 281 282 283 284 285 286 287 288 289 290 0.408 0.165 0.459 0.418 0.211 0.188 0.344 -0.669 -0.809 0.196 0.258 291 292 293 294 295 296 297 298 299 300 301 -0.698 0.167 0.269 0.419 -0.565 0.155 0.194 0.368 -0.531 0.432 -0.780 302 303 304 305 306 307 308 309 310 311 312 0.265 0.310 0.319 -0.535 -0.730 -0.517 0.377 0.492 0.201 0.197 0.254 313 314 315 316 317 318 319 320 321 322 323 0.353 0.368 0.182 0.497 -0.565 0.342 -0.756 -0.840 0.379 0.168 0.366 324 325 326 327 328 329 330 331 332 333 334 0.259 0.223 -0.779 0.165 0.172 0.228 0.318 -0.693 0.258 0.185 -0.774 335 336 337 338 339 340 341 342 343 344 345 0.306 0.153 0.304 -0.655 0.262 0.180 -0.729 -0.851 0.295 0.490 -0.602 346 347 348 349 350 351 352 353 354 355 356 0.218 0.351 -0.596 0.389 0.449 0.261 0.315 -0.686 0.387 -0.830 0.159 357 358 359 360 361 362 363 364 365 366 367 0.265 0.174 -0.742 0.300 0.371 -0.798 0.410 0.240 0.179 0.160 0.158 368 369 370 371 372 373 374 375 376 377 378 0.354 0.171 0.148 -0.753 0.287 -0.622 0.464 -0.574 -0.737 0.223 0.478 379 380 381 382 383 384 385 386 387 388 389 0.371 0.388 0.277 0.316 0.326 -0.772 -0.555 0.193 0.386 0.200 -0.567 390 391 392 393 394 395 396 397 398 399 400 0.216 0.428 0.216 -0.515 -0.650 0.301 0.320 0.334 -0.567 0.223 -0.551 401 402 403 404 405 406 407 408 409 410 411 0.202 -0.792 0.200 -0.848 0.480 0.392 0.312 0.367 0.165 0.255 0.412 412 413 414 415 416 417 418 420 421 422 423 0.430 0.442 -0.544 0.190 0.458 0.379 0.164 -0.742 0.457 -0.629 -0.649 424 425 426 427 428 429 430 431 432 433 434 0.225 0.163 0.459 -0.814 0.361 0.189 -0.677 -0.571 0.243 -0.699 0.251 435 436 437 438 439 440 441 442 443 444 445 -0.793 0.150 0.352 0.273 -0.538 0.441 0.266 -0.612 0.308 0.177 0.432 446 448 449 450 451 452 453 454 455 456 457 -0.820 0.157 0.427 0.231 0.185 0.315 0.302 0.359 0.368 0.240 -0.698 458 459 460 461 462 463 464 465 466 467 468 -0.603 0.269 0.268 0.191 0.209 0.240 0.207 0.233 0.203 0.195 0.306 469 470 471 472 473 474 475 476 477 478 479 -0.738 0.451 -0.590 -0.551 0.437 0.370 0.435 0.289 0.448 0.306 0.371 480 481 482 483 484 485 486 487 488 489 490 0.372 0.374 -0.755 -0.657 0.216 0.236 0.386 0.335 0.297 0.173 -0.540 491 492 493 494 495 496 498 499 500 501 502 0.250 0.149 0.198 -0.667 0.368 0.191 0.215 0.338 0.210 0.310 0.433 503 504 505 506 507 508 509 510 511 512 513 -0.684 0.487 -0.687 0.466 -0.586 0.244 -0.846 0.191 0.371 0.468 -0.545 514 515 516 517 518 519 520 521 522 523 524 -0.644 0.425 0.220 0.229 -0.798 -0.525 0.313 -0.655 0.259 -0.640 0.169 525 526 527 528 529 530 531 532 534 535 536 0.325 0.209 0.203 0.208 -0.596 0.344 0.273 -0.587 -0.594 0.203 0.349 537 538 539 540 541 542 543 544 545 546 547 0.474 0.266 0.160 -0.578 0.233 -0.585 0.248 0.400 0.358 -0.634 0.193 548 549 550 551 552 553 554 555 556 557 558 -0.550 0.198 -0.605 0.210 0.203 0.261 0.455 -0.745 0.450 0.207 0.306 559 560 561 562 563 564 565 566 567 568 569 0.326 0.232 0.247 -0.610 0.358 0.222 -0.663 0.453 0.286 0.419 0.327 570 571 572 573 574 575 576 577 578 579 580 0.356 0.226 -0.772 0.239 0.170 -0.663 0.377 0.344 0.360 0.386 0.443 581 582 583 584 585 586 587 588 589 590 591 0.282 -0.602 0.410 0.175 0.328 0.215 0.252 0.241 0.252 0.337 0.399 592 593 594 595 596 597 598 599 600 601 602 0.177 -0.770 -0.606 -0.650 -0.747 0.407 0.252 0.203 0.303 -0.579 -0.682 603 604 605 606 607 608 609 610 611 612 613 0.427 0.245 0.336 -0.521 -0.757 0.481 0.356 0.349 0.182 0.362 0.291 614 615 616 617 618 619 620 621 622 623 624 0.261 0.173 -0.851 0.295 -0.574 0.181 0.222 -0.649 0.321 -0.847 0.269 625 626 627 628 629 630 631 632 633 634 635 0.315 0.496 -0.800 -0.576 0.189 0.280 0.185 0.229 0.306 -0.588 0.273 636 637 638 639 640 641 642 643 644 645 646 0.429 -0.578 -0.612 -0.529 -0.771 0.185 -0.532 -0.828 -0.526 0.403 0.160 647 648 649 650 651 652 653 654 655 656 657 0.330 -0.509 -0.534 0.255 0.185 0.392 0.272 0.249 0.301 0.169 0.443 658 659 660 661 662 663 664 665 666 667 668 0.195 -0.825 -0.619 0.329 0.377 -0.745 0.480 0.314 -0.590 0.182 0.249 669 670 671 672 673 674 675 676 677 678 679 0.335 0.217 -0.629 0.485 0.171 0.494 0.277 -0.533 0.344 0.213 0.438 680 681 682 683 684 685 686 687 688 689 690 0.354 0.225 0.190 0.369 0.458 0.263 -0.685 -0.664 0.366 -0.738 0.234 691 692 693 694 695 696 697 698 699 700 701 0.165 -0.587 0.245 0.231 -0.633 0.220 0.155 0.203 0.306 0.154 0.402 702 703 704 705 706 707 708 709 710 711 712 0.403 0.151 0.309 0.247 0.151 -0.508 0.304 -0.824 -0.509 0.256 0.276 713 714 715 716 717 718 719 720 721 722 723 0.217 0.152 0.178 -0.513 -0.808 0.429 -0.716 -0.591 0.206 -0.562 0.181 724 725 726 727 728 729 730 731 732 733 734 0.305 0.355 -0.642 -0.756 0.174 -0.661 0.173 0.226 0.472 0.327 0.305 735 736 737 738 739 740 741 742 743 744 745 -0.690 -0.532 -0.784 -0.584 0.352 0.205 0.222 -0.689 0.411 -0.739 0.422 746 747 748 749 750 751 752 753 754 755 756 0.355 -0.535 -0.522 0.251 0.435 0.276 0.286 0.489 0.302 0.201 0.180 757 758 759 760 761 762 763 764 765 766 767 -0.617 -0.751 -0.571 0.316 0.275 0.395 0.221 0.300 0.392 0.263 -0.629 768 769 770 771 772 773 774 775 776 777 778 0.400 -0.630 -0.640 -0.515 -0.803 0.372 0.436 -0.593 -0.726 0.209 -0.813 779 780 781 783 784 785 786 787 788 789 790 0.168 -0.654 0.296 -0.530 -0.806 -0.805 0.286 -0.639 0.376 0.242 -0.557 791 792 793 794 795 796 797 798 799 800 801 -0.652 0.298 -0.629 -0.636 -0.566 0.299 0.207 0.395 0.383 0.279 0.168 802 803 804 805 806 807 808 809 810 811 812 -0.619 0.218 0.209 0.181 -0.813 -0.581 -0.573 -0.565 -0.833 0.189 0.216 813 814 815 816 817 818 819 820 821 822 823 0.397 -0.771 0.415 0.483 -0.640 -0.700 0.260 0.291 -0.845 0.191 0.182 824 825 826 827 828 829 830 831 832 833 834 0.458 0.436 -0.555 -0.741 0.205 0.181 0.200 0.391 0.285 0.201 -0.850 835 836 837 838 839 840 841 842 843 844 845 -0.793 0.168 0.266 0.409 0.157 0.177 0.255 0.236 0.484 -0.838 0.221 846 847 848 849 850 851 852 853 854 855 856 0.348 -0.803 0.306 0.440 -0.552 0.333 -0.509 -0.630 0.182 0.220 -0.824 857 858 859 860 861 862 863 864 865 866 867 0.334 0.287 0.193 0.203 0.400 -0.663 0.218 0.452 0.169 0.246 -0.807 868 869 870 871 872 873 874 875 876 877 878 -0.753 0.160 0.380 0.336 -0.568 -0.612 -0.660 -0.657 0.485 -0.677 0.350 879 880 881 882 883 884 885 886 887 888 889 -0.812 0.377 0.176 0.177 -0.580 0.310 0.292 0.333 -0.610 0.451 0.286 890 891 892 893 894 895 896 897 898 899 900 0.295 0.149 0.237 -0.661 0.174 0.496 0.246 0.276 -0.675 0.340 0.282 901 902 903 904 905 906 907 908 909 910 911 0.256 -0.579 0.357 0.176 0.322 -0.527 0.213 0.234 -0.828 0.286 0.206 912 913 914 915 916 917 918 919 920 921 922 0.278 0.428 -0.560 -0.504 0.372 0.310 0.318 0.173 0.199 -0.677 -0.667 923 924 925 926 927 928 929 930 931 932 933 0.449 -0.779 -0.563 0.219 0.296 0.373 0.342 -0.511 -0.528 0.189 0.211 934 935 936 937 938 939 940 941 942 943 944 -0.811 0.458 0.278 -0.763 0.274 -0.736 0.394 0.181 0.370 -0.696 0.163 945 946 947 948 949 950 951 952 953 954 956 -0.614 -0.628 0.351 0.226 -0.780 0.228 0.413 0.189 -0.757 0.195 0.273 957 958 959 960 961 962 963 964 965 966 967 0.482 -0.694 0.429 -0.757 0.308 -0.723 0.251 0.307 0.439 0.150 0.253 968 969 970 971 972 973 974 975 976 977 978 0.162 0.377 -0.549 0.234 0.259 0.164 0.235 -0.638 0.217 0.334 -0.663 979 980 981 982 983 984 985 986 987 988 989 -0.544 0.446 -0.556 0.194 0.171 0.162 -0.598 0.165 0.262 -0.545 0.336 990 991 992 993 994 995 996 997 998 999 1000 0.371 -0.654 0.228 -0.822 0.441 0.256 0.167 0.179 0.224 0.219 -0.580 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 -0.622 0.202 -0.532 -0.831 0.359 0.153 -0.671 0.192 0.213 -0.510 -0.836 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 0.402 -0.587 0.273 0.183 0.337 0.159 0.337 -0.519 0.294 -0.739 0.352 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 -0.611 0.364 0.325 0.419 0.317 0.371 0.440 0.303 -0.604 0.271 0.232 1034 1035 1037 1038 1039 1040 1041 1042 1043 1045 1046 0.172 0.278 0.460 -0.514 0.397 -0.695 -0.787 -0.508 0.187 0.493 -0.554 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 -0.742 -0.647 0.215 0.229 0.471 -0.642 -0.769 0.225 0.370 0.238 0.330 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 -0.589 0.228 -0.674 0.174 0.493 0.271 0.374 0.180 0.374 0.201 -0.817 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 0.200 0.212 -0.651 -0.555 0.262 0.231 0.198 0.234 0.150 0.205 0.467 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 -0.592 0.243 0.263 0.399 0.166 0.451 0.427 -0.656 0.251 0.180 -0.716 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 0.183 0.259 -0.801 -0.528 -0.661 0.497 0.450 0.196 0.186 -0.698 0.228 1102 1103 1104 1105 1106 1107 1108 1109 1110 1112 1113 0.419 0.281 0.229 0.165 0.358 0.259 0.395 0.487 0.148 0.469 0.393 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 0.430 0.365 -0.772 0.390 0.371 -0.562 0.160 0.147 0.151 0.382 0.439 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 -0.589 0.200 0.400 -0.537 0.273 0.251 0.458 0.188 0.194 0.325 0.265 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 0.373 0.179 -0.706 0.402 0.206 0.162 0.170 0.150 -0.663 0.233 -0.636 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 0.203 -0.735 0.367 -0.714 0.192 0.235 0.473 -0.513 -0.837 0.314 0.190 1158 1159 1161 1162 1163 1164 1165 1166 1167 1168 1169 -0.697 -0.553 0.331 0.180 0.289 -0.604 0.170 0.367 0.249 -0.553 0.485 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 0.286 0.333 0.149 0.210 0.370 0.324 -0.819 0.147 0.188 0.349 -0.682 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 0.434 0.222 0.280 0.362 0.329 -0.598 0.425 0.470 0.213 -0.797 -0.594 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 -0.588 0.190 0.301 0.163 -0.799 0.385 -0.805 0.313 0.188 0.197 0.185 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 0.356 -0.663 -0.541 -0.807 0.480 0.161 0.167 0.237 0.257 0.211 0.309 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 0.177 0.192 0.157 0.270 -0.548 -0.663 0.165 -0.553 0.343 -0.647 0.215 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 0.496 0.258 0.200 0.183 0.172 0.471 -0.527 0.331 0.246 -0.553 0.354 1236 1237 1238 1239 1240 1241 1242 1243 1244 1246 1247 0.169 -0.597 -0.808 -0.708 0.168 0.232 0.317 0.195 -0.644 0.325 0.305 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 -0.624 0.289 -0.784 -0.570 0.267 0.466 0.447 0.239 0.364 0.214 0.149 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 -0.695 0.456 -0.532 0.278 -0.747 -0.814 -0.516 0.463 0.218 0.365 0.374 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 -0.524 0.370 0.351 0.355 0.263 0.309 0.161 0.421 0.197 0.275 0.240 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 0.315 -0.580 0.349 -0.514 -0.659 0.220 0.444 0.176 0.299 0.150 0.195 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 0.406 0.286 0.218 0.214 0.440 0.296 -0.638 0.451 0.333 -0.638 -0.635 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 -0.799 -0.789 0.190 -0.641 -0.648 -0.653 0.168 -0.782 0.373 -0.554 0.298 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 0.179 0.267 0.402 -0.682 -0.840 0.480 0.186 0.322 0.332 0.147 0.230 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 -0.628 -0.746 -0.737 0.299 0.410 0.264 0.377 -0.567 0.452 0.218 0.176 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 0.412 -0.536 0.262 0.305 0.176 0.374 -0.730 0.406 -0.555 0.491 -0.583 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 -0.566 0.457 -0.688 0.156 0.270 -0.844 0.433 0.272 0.195 0.226 0.336 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 0.302 0.195 0.284 0.452 -0.558 -0.566 0.470 -0.696 0.211 -0.639 -0.524 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 -0.832 -0.522 0.184 -0.599 0.158 0.149 0.397 -0.675 0.492 0.341 -0.532 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 0.155 0.408 0.214 0.259 0.344 0.257 0.179 0.159 -0.554 -0.687 0.320 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 0.250 0.320 -0.806 0.258 0.169 -0.560 0.346 0.257 0.166 0.200 0.178 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 -0.582 0.175 0.368 0.309 -0.555 -0.562 -0.833 0.389 0.459 -0.574 -0.767 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 -0.722 0.341 0.196 0.217 0.161 0.227 0.276 0.426 0.150 0.261 0.319 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 0.434 -0.674 0.261 -0.748 -0.553 -0.526 0.364 -0.784 0.224 0.218 0.154 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 0.163 -0.772 -0.582 -0.622 0.171 -0.509 0.229 -0.521 0.420 0.306 -0.577 1446 1447 1448 1450 1451 1452 1453 1454 1455 1456 1457 0.356 -0.559 0.174 0.311 0.204 -0.570 0.395 0.402 0.396 0.239 0.433 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 0.249 0.172 0.221 0.378 0.328 0.381 0.281 -0.602 0.338 0.178 -0.724 1469 1470 1471 1472 1473 1475 1476 1477 1478 1479 1480 -0.733 0.152 0.212 0.290 0.388 0.346 -0.777 -0.751 0.472 0.425 0.429 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 -0.568 0.205 0.312 0.435 0.152 0.197 0.438 0.173 0.277 0.449 0.164 1492 1493 1494 1495 1496 1497 1498 1499 1500 -0.734 0.441 -0.763 0.449 0.469 0.364 -0.541 -0.504 -0.642 > all.equal( residuals( testTobit2TwoStep$probit, type = "response" ), + residuals( testTobit2TwoStep, part = "selection", type = "response" ) ) [1] TRUE > t2Samp <- rownames( t2Dat ) %in% names( residuals( testTobit2TwoStep ) ) > all.equal( residuals( testTobit2TwoStep, part = "selection", type = "response" ), + t2Dat$ys[ t2Samp ] - fitted( testTobit2TwoStep, part = "selection" ) ) [1] TRUE > round( predict( testTobit2TwoStep, newdata = t2Dat, type = "link" ), 3 ) 1 2 3 4 5 6 7 8 9 10 11 12 13 1.042 0.535 0.697 0.474 0.717 0.124 0.933 1.029 0.877 0.210 0.067 0.077 0.950 14 15 16 17 18 19 20 21 22 23 24 25 26 0.607 0.821 0.476 0.228 0.496 0.931 0.028 0.312 0.994 0.008 0.196 0.890 0.318 27 28 29 30 31 32 33 34 35 36 37 38 39 0.637 0.142 0.707 0.031 0.227 0.843 0.116 0.814 0.609 0.124 0.968 0.056 0.103 40 41 42 43 44 45 46 47 48 49 50 51 52 0.799 0.552 0.734 0.036 0.504 0.299 0.066 0.374 0.480 0.397 0.465 0.760 0.606 53 54 55 56 57 58 59 60 61 62 63 64 65 0.472 0.234 0.478 0.096 0.207 0.313 0.357 0.152 0.457 0.731 0.069 0.316 0.069 66 67 68 69 70 71 72 73 74 75 76 77 78 0.089 0.936 0.374 0.350 0.800 0.171 0.440 0.131 0.131 0.130 0.226 0.904 1.000 79 80 81 82 83 84 85 86 87 88 89 90 91 0.183 0.852 0.878 0.078 0.989 0.160 0.505 0.524 0.174 0.276 0.507 0.324 0.744 92 93 94 95 96 97 98 99 100 101 102 103 104 0.158 0.368 1.040 0.027 0.088 0.300 0.460 0.569 0.629 0.928 0.147 0.147 0.270 105 106 107 108 109 110 111 112 113 114 115 116 117 0.467 1.038 0.790 0.212 0.152 0.172 0.566 0.740 0.862 0.323 0.461 0.960 0.085 118 119 120 121 122 123 124 125 126 127 128 129 130 0.750 0.513 0.559 0.241 0.771 0.273 0.929 0.206 0.389 0.812 0.291 0.074 0.579 131 132 133 134 135 136 137 138 139 140 141 142 143 0.540 0.595 0.474 1.029 0.445 0.877 0.828 0.719 0.643 0.140 0.924 0.781 0.961 144 145 146 147 148 149 150 151 152 153 154 155 156 0.716 0.678 1.002 0.143 0.279 NA 0.623 0.354 0.814 0.804 0.673 0.587 0.093 157 158 159 160 161 162 163 164 165 166 167 168 169 0.042 0.562 0.618 0.514 0.539 0.137 1.019 0.565 0.084 0.252 0.056 0.198 0.764 170 171 172 173 174 175 176 177 178 179 180 181 182 0.351 0.408 1.029 0.262 0.602 1.025 0.685 1.035 0.322 0.952 0.128 0.875 0.416 183 184 185 186 187 188 189 190 191 192 193 194 195 0.362 0.195 0.852 0.799 0.365 0.510 0.207 0.635 0.506 1.010 0.388 0.817 0.682 196 197 198 199 200 201 202 203 204 205 206 207 208 0.488 0.536 0.045 0.389 0.362 0.908 1.037 0.617 0.139 0.720 0.866 0.333 0.756 209 210 211 212 213 214 215 216 217 218 219 220 221 0.877 0.428 0.495 0.491 0.728 0.826 0.442 0.488 0.332 1.040 0.126 0.400 0.094 222 223 224 225 226 227 228 229 230 231 232 233 234 0.976 1.040 0.504 0.274 0.674 0.298 0.318 0.876 0.496 0.473 0.738 0.429 0.390 235 236 237 238 239 240 241 242 243 244 245 246 247 0.677 0.224 0.801 0.361 0.018 1.029 0.940 0.617 0.077 0.140 0.824 0.378 0.159 248 249 250 251 252 253 254 255 256 257 258 259 260 0.867 0.396 0.764 0.076 0.221 0.915 0.857 0.437 1.018 0.948 0.649 0.820 0.977 261 262 263 264 265 266 267 268 269 270 271 272 273 0.511 0.521 0.263 0.827 0.695 0.395 0.137 1.048 0.676 0.554 0.772 0.916 0.759 274 275 276 277 278 279 280 281 282 283 284 285 286 0.666 0.271 0.872 0.938 1.016 0.871 0.233 0.975 0.102 0.207 0.802 0.885 0.402 287 288 289 290 291 292 293 294 295 296 297 298 299 0.436 0.875 0.856 0.649 0.519 0.966 0.616 0.205 0.163 1.015 0.864 0.336 0.079 300 301 302 303 304 305 306 307 308 309 310 311 312 0.170 0.772 0.629 0.497 0.472 0.087 0.614 0.042 0.314 0.020 0.839 0.851 0.661 313 314 315 316 317 318 319 320 321 322 323 324 325 0.377 0.337 0.909 0.008 0.165 0.407 0.695 0.993 0.307 0.963 0.342 0.646 0.763 326 327 328 329 330 331 332 333 334 335 336 337 338 0.769 0.976 0.948 0.745 0.472 0.505 0.649 0.897 0.754 0.506 1.024 0.513 0.400 339 340 341 342 343 344 345 346 347 348 349 350 351 0.636 0.916 0.609 1.040 0.540 0.025 0.258 0.779 0.383 0.242 0.281 0.129 0.640 352 353 354 355 356 357 358 359 360 361 362 363 364 0.481 0.486 0.288 0.952 1.000 0.627 0.937 0.649 0.523 0.328 0.835 0.227 0.707 365 366 367 368 369 370 371 372 373 374 375 376 377 0.921 0.994 1.001 0.374 0.949 1.043 0.683 0.564 0.311 0.091 0.188 0.635 0.764 378 379 380 381 382 383 384 385 386 387 388 389 390 0.056 0.329 0.286 0.591 0.480 0.450 0.746 0.139 0.866 0.290 0.841 0.168 0.785 391 392 393 394 395 396 397 398 399 400 401 402 403 0.182 0.786 0.037 0.387 0.522 0.466 0.429 0.169 0.763 0.129 0.835 0.812 0.843 404 405 406 407 408 409 410 411 412 413 414 415 416 1.030 0.049 0.275 0.489 0.339 0.973 0.659 0.223 0.176 0.147 0.111 0.877 0.106 417 418 419 420 421 422 423 424 425 426 427 428 429 0.308 0.979 0.786 0.648 0.109 0.328 0.384 0.755 0.982 0.104 0.893 0.356 0.882 430 431 432 433 434 435 436 437 438 439 440 441 442 0.458 0.179 0.696 0.522 0.670 0.817 1.037 0.379 0.603 0.096 0.148 0.625 0.284 443 444 445 446 447 448 449 450 451 452 453 454 455 0.502 0.926 0.171 0.916 0.184 1.007 0.184 0.734 0.898 0.482 0.520 0.361 0.338 456 457 458 459 460 461 462 463 464 465 466 467 468 0.706 0.517 0.261 0.617 0.618 0.876 0.810 0.706 0.818 0.730 0.830 0.858 0.507 469 470 471 472 473 474 475 476 477 478 479 480 481 0.636 0.124 0.227 0.127 0.159 0.331 0.164 0.558 0.130 0.506 0.330 0.326 0.321 482 483 484 485 486 487 488 489 490 491 492 493 494 0.691 0.406 0.784 0.719 0.289 0.427 0.533 0.944 0.100 0.673 1.041 0.849 0.430 495 496 497 498 499 500 501 502 503 504 505 506 507 0.337 0.875 0.130 0.789 0.419 0.808 0.496 0.169 0.479 0.033 0.488 0.085 0.218 508 509 510 511 512 513 514 515 516 517 518 519 520 0.692 1.019 0.874 0.330 0.081 0.114 0.369 0.190 0.773 0.742 0.833 0.063 0.486 521 522 523 524 525 526 527 528 529 530 531 532 533 0.400 0.645 0.360 0.956 0.455 0.809 0.831 0.812 0.243 0.402 0.603 0.220 0.616 534 535 536 537 538 539 540 541 542 543 544 545 546 0.238 0.832 0.388 0.065 0.625 0.995 0.197 0.730 0.216 0.680 0.254 0.363 0.344 547 548 549 550 551 552 553 554 555 556 557 558 559 0.867 0.127 0.850 0.266 0.807 0.830 0.641 0.113 0.659 0.126 0.817 0.506 0.451 560 561 562 563 564 565 566 567 568 569 570 571 572 0.731 0.683 0.279 0.364 0.765 0.420 0.118 0.566 0.205 0.448 0.368 0.752 0.746 573 574 575 576 577 578 579 580 581 582 583 584 585 0.710 0.954 0.420 0.315 0.401 0.360 0.290 0.144 0.578 0.259 0.227 0.934 0.447 586 587 588 589 590 591 592 593 594 595 596 597 598 0.791 0.668 0.702 0.668 0.421 0.257 0.925 0.738 0.268 0.385 0.665 0.235 0.669 599 600 601 602 603 604 605 606 607 608 609 610 611 0.830 0.515 0.198 0.473 0.183 0.690 0.424 0.053 0.696 0.047 0.369 0.388 0.906 612 613 614 615 616 617 618 619 620 621 622 623 624 0.354 0.552 0.641 0.943 1.041 0.539 0.186 0.913 0.767 0.384 0.466 1.024 0.615 625 626 627 628 629 630 631 632 633 634 635 636 637 0.483 0.009 0.840 0.190 0.882 0.583 0.897 0.742 0.506 0.222 0.603 0.180 0.197 638 639 640 641 642 643 644 645 646 647 648 649 650 0.285 0.073 0.742 0.897 0.080 0.945 0.066 0.245 0.993 0.441 0.021 0.085 0.660 651 652 653 654 655 656 657 658 659 660 661 662 663 0.895 0.273 0.607 0.677 0.523 0.956 0.144 0.859 0.936 0.303 0.443 0.314 0.657 664 665 666 667 668 669 670 671 672 673 674 675 676 0.051 0.486 0.228 0.910 0.676 0.427 0.784 0.328 0.038 0.950 0.014 0.593 0.084 677 678 679 680 681 682 683 684 685 686 687 688 689 0.402 0.795 0.156 0.373 0.755 0.877 0.334 0.105 0.633 0.481 0.422 0.344 0.638 690 691 692 693 694 695 696 697 698 699 700 701 702 0.727 0.973 0.220 0.691 0.735 0.339 0.774 1.014 0.831 0.508 1.020 0.247 0.245 703 704 705 706 707 708 709 710 711 712 713 714 715 1.033 0.499 0.683 1.032 0.019 0.512 0.929 0.023 0.655 0.593 0.781 1.028 0.924 716 717 718 719 720 721 722 723 724 725 726 727 728 0.033 0.870 0.178 0.571 0.229 0.821 0.156 0.912 0.510 0.373 0.363 0.693 0.940 729 730 731 732 733 734 735 736 737 738 739 740 741 0.416 0.944 0.751 0.071 0.448 0.510 0.496 0.081 0.787 0.213 0.380 0.823 0.764 742 743 744 745 746 747 748 749 750 751 752 753 754 0.493 0.224 0.641 0.198 0.371 0.088 0.055 0.673 0.165 0.595 0.566 0.027 0.519 755 756 757 758 759 760 761 762 763 764 765 766 767 0.837 0.916 0.296 0.679 0.178 0.480 0.597 0.267 0.768 0.525 0.273 0.635 0.330 768 769 770 771 772 773 774 775 776 777 778 779 780 0.254 0.331 0.359 0.038 0.852 0.326 0.162 0.236 0.601 0.811 0.890 0.961 0.396 781 782 783 784 785 786 787 788 789 790 791 792 793 0.536 NA 0.076 0.861 0.858 0.565 0.355 0.316 0.701 0.143 0.391 0.530 0.330 794 795 796 797 798 799 800 801 802 803 804 805 806 0.348 0.166 0.526 0.815 0.268 0.298 0.586 0.961 0.304 0.780 0.809 0.913 0.890 807 808 809 810 811 812 813 814 815 816 817 818 819 0.204 0.184 0.163 0.965 0.883 0.787 0.261 0.741 0.215 0.043 0.360 0.525 0.643 820 821 822 823 824 825 826 827 828 829 830 831 832 0.552 1.014 0.873 0.907 0.105 0.160 0.139 0.648 0.823 0.912 0.843 0.276 0.568 833 834 835 836 837 838 839 840 841 842 843 844 845 0.838 1.035 0.815 0.961 0.625 0.231 1.005 0.928 0.659 0.719 0.039 0.985 0.768 846 847 848 849 850 851 852 853 854 855 856 857 858 0.390 0.854 0.506 0.151 0.131 0.432 0.023 0.333 0.906 0.771 0.932 0.428 0.563 859 860 861 862 863 864 865 866 867 868 869 870 871 0.866 0.831 0.253 0.422 0.778 0.121 0.957 0.687 0.868 0.684 0.996 0.306 0.424 872 873 874 875 876 877 878 879 880 881 882 883 884 0.172 0.285 0.412 0.404 0.039 0.460 0.384 0.885 0.312 0.929 0.925 0.203 0.496 885 886 887 888 889 890 891 892 893 894 895 896 897 0.547 0.431 0.280 0.123 0.564 0.539 1.042 0.717 0.415 0.939 0.010 0.686 0.594 898 899 900 901 902 903 904 905 906 907 908 909 910 0.454 0.412 0.576 0.657 0.199 0.365 0.931 0.463 0.068 0.797 0.726 0.946 0.566 911 912 913 914 915 916 917 918 919 920 921 922 923 0.820 0.589 0.182 0.151 0.010 0.326 0.496 0.473 0.942 0.843 0.460 0.430 0.129 924 925 926 927 928 929 930 931 932 933 934 935 936 0.770 0.159 0.777 0.536 0.325 0.407 0.027 0.071 0.881 0.802 0.880 0.105 0.590 937 938 939 940 941 942 943 944 945 946 947 948 949 0.715 0.600 0.630 0.270 0.911 0.331 0.514 0.982 0.291 0.326 0.383 0.752 0.773 950 951 952 953 954 955 956 957 958 959 960 961 962 0.745 0.220 0.880 0.698 0.860 NA 0.605 0.044 0.508 0.179 0.695 0.503 0.593 963 964 965 966 967 968 969 970 971 972 973 974 975 0.672 0.505 0.154 1.036 0.664 0.985 0.313 0.122 0.727 0.645 0.979 0.723 0.354 976 977 978 979 980 981 982 983 984 985 986 987 988 0.782 0.428 0.421 0.111 0.135 0.140 0.863 0.951 0.985 0.249 0.973 0.638 0.113 989 990 991 992 993 994 995 996 997 998 999 1000 1001 0.424 0.330 0.397 0.747 0.924 0.148 0.657 0.965 0.919 0.760 0.774 0.202 0.310 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 0.833 0.079 0.957 0.361 1.023 0.443 0.869 0.797 0.024 0.980 0.249 0.219 0.603 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 0.904 0.421 0.999 0.420 0.047 0.541 0.641 0.381 0.281 0.348 0.453 0.205 0.476 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 0.329 0.151 0.515 0.263 0.609 0.734 0.947 0.589 NA 0.099 0.034 0.262 0.509 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 0.798 0.021 0.887 0.956 0.018 0.135 0.649 0.376 0.789 0.744 0.072 0.364 0.734 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 0.755 0.332 0.712 0.439 0.225 0.744 0.451 0.940 0.017 0.610 0.323 0.915 0.322 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 0.838 0.905 0.841 0.801 0.388 0.137 0.639 0.736 0.850 0.726 1.038 0.823 0.082 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 0.234 0.697 0.635 0.257 0.969 0.123 0.183 0.402 0.673 0.916 0.572 0.904 0.645 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 0.847 0.071 0.415 0.008 0.125 0.857 0.891 0.518 0.745 0.204 0.578 0.743 0.972 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 0.365 0.648 0.266 0.033 1.046 0.149 0.077 0.271 0.177 0.344 0.745 0.280 0.328 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 0.157 0.996 1.050 1.032 0.301 0.153 0.225 0.843 0.253 0.093 0.605 0.673 0.105 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 0.885 0.862 0.453 0.628 0.324 0.918 0.542 0.249 0.821 0.987 0.954 1.037 0.421 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 0.729 0.349 0.831 0.628 0.340 0.564 0.871 0.723 0.069 0.031 0.982 0.484 0.878 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 0.517 0.133 0.722 0.437 0.915 0.556 0.263 0.955 0.339 0.677 0.134 0.036 0.566 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 0.432 1.043 0.807 0.331 0.456 0.912 1.048 0.887 0.389 0.472 0.167 0.767 0.583 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 0.354 0.444 0.248 0.189 0.075 0.797 0.831 0.238 0.223 0.879 0.521 0.983 0.837 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 0.292 0.861 0.488 0.886 0.854 0.898 0.370 0.421 0.102 0.868 0.049 0.989 0.966 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 0.715 0.653 0.803 0.500 0.925 0.871 1.008 0.612 0.121 0.419 0.976 0.132 0.405 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 0.378 0.789 0.010 0.649 0.841 0.904 0.946 0.072 0.068 0.437 0.686 0.132 0.374 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 0.959 0.246 0.872 0.548 0.963 0.731 0.475 0.858 0.370 NA 0.453 0.511 0.315 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 0.558 0.785 0.176 0.623 0.084 0.133 0.710 0.346 0.792 1.043 0.511 0.110 0.081 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 0.590 0.665 0.894 0.040 0.093 0.779 0.344 0.321 0.060 0.331 0.382 0.371 0.635 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 0.497 0.989 0.198 0.854 0.598 0.707 0.482 0.203 0.387 0.035 0.411 0.771 0.140 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 0.931 0.528 1.038 0.861 0.238 0.564 0.780 0.792 0.151 0.536 0.354 0.124 0.433 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 0.353 0.344 0.839 0.804 0.878 0.362 0.379 0.392 0.962 0.779 0.324 0.136 0.530 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 0.919 0.621 0.249 0.473 0.996 0.049 0.895 0.461 0.434 1.047 0.740 0.328 0.661 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 0.634 0.528 0.228 0.630 0.313 0.168 0.122 0.778 0.929 0.223 0.090 0.638 0.511 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 0.930 0.322 0.612 0.238 0.139 0.023 0.209 0.166 0.107 0.490 1.012 0.613 1.011 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 0.169 0.608 0.859 0.752 0.423 0.518 0.861 0.572 0.119 0.145 0.167 0.075 0.513 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 0.802 0.356 0.060 0.961 0.056 0.902 0.251 1.002 1.042 0.261 0.455 0.021 0.410 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 0.081 1.017 0.232 0.793 0.646 0.402 0.654 0.919 0.998 0.136 0.487 0.467 0.674 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 0.467 0.862 0.650 0.958 0.150 0.395 0.652 0.969 0.840 0.925 0.207 0.936 0.338 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 0.499 0.139 0.156 0.966 0.281 0.104 0.187 0.729 0.588 0.410 0.857 0.784 0.989 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 0.748 0.595 0.187 1.036 0.642 0.472 0.165 0.450 0.641 0.667 0.134 0.065 0.347 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 0.785 0.759 0.779 1.020 0.983 0.745 0.208 0.310 0.948 0.023 0.741 0.053 0.202 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 0.508 0.195 0.369 0.147 0.937 0.606 0.492 0.827 0.177 0.266 0.247 0.264 0.709 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 0.168 0.678 0.947 0.770 0.312 0.445 0.304 0.578 0.259 0.417 0.923 0.596 0.621 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 1.027 0.801 0.555 0.285 0.145 0.397 0.762 0.676 0.071 0.190 0.178 0.172 0.822 1483 1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 0.490 0.164 1.027 0.851 0.155 0.943 0.592 0.128 0.980 0.624 0.149 0.716 0.128 1496 1497 1498 1499 1500 0.078 0.347 0.102 0.010 0.365 > all.equal( predict( testTobit2TwoStep, type = "link" ), + predict( testTobit2TwoStep, newdata = t2Dat[ t2Samp, ], type = "link" ) ) [1] TRUE > all.equal( predict( testTobit2TwoStep$probit, type = "link" ), + predict( testTobit2TwoStep, newdata = t2Dat[ t2Samp, ], type = "link" ) ) [1] TRUE > all.equal( + predict( testTobit2TwoStep, newdata = t2Dat[ t2Samp, ], type = "link" ), + qnorm( fitted( testTobit2TwoStep, part = "selection" ) ) ) [1] TRUE > all.equal( + predict( testTobit2TwoStep, newdata = t2Dat[ , "xs", drop = FALSE ], + type = "link" ), + predict( testTobit2TwoStep, newdata = t2Dat, type = "link" ) ) [1] TRUE > round( predict( testTobit2TwoStep, newdata = t2Dat, type = "response" ), 3 ) 1 2 3 4 5 6 7 8 9 10 11 12 13 0.851 0.704 0.757 0.682 0.763 0.549 0.825 0.848 0.810 0.583 0.527 0.531 0.829 14 15 16 17 18 19 20 21 22 23 24 25 26 0.728 0.794 0.683 0.590 0.690 0.824 0.511 0.622 0.840 0.503 0.578 0.813 0.625 27 28 29 30 31 32 33 34 35 36 37 38 39 0.738 0.556 0.760 0.512 0.590 0.800 0.546 0.792 0.729 0.549 0.834 0.522 0.541 40 41 42 43 44 45 46 47 48 49 50 51 52 0.788 0.710 0.769 0.514 0.693 0.618 0.526 0.646 0.684 0.654 0.679 0.776 0.728 53 54 55 56 57 58 59 60 61 62 63 64 65 0.681 0.592 0.684 0.538 0.582 0.623 0.639 0.560 0.676 0.768 0.528 0.624 0.528 66 67 68 69 70 71 72 73 74 75 76 77 78 0.536 0.825 0.646 0.637 0.788 0.568 0.670 0.552 0.552 0.552 0.589 0.817 0.841 79 80 81 82 83 84 85 86 87 88 89 90 91 0.573 0.803 0.810 0.531 0.839 0.563 0.693 0.700 0.569 0.609 0.694 0.627 0.771 92 93 94 95 96 97 98 99 100 101 102 103 104 0.563 0.643 0.851 0.511 0.535 0.618 0.677 0.715 0.735 0.823 0.558 0.558 0.607 105 106 107 108 109 110 111 112 113 114 115 116 117 0.680 0.850 0.785 0.584 0.561 0.568 0.714 0.770 0.806 0.627 0.677 0.832 0.534 118 119 120 121 122 123 124 125 126 127 128 129 130 0.773 0.696 0.712 0.595 0.780 0.608 0.824 0.582 0.651 0.792 0.615 0.529 0.719 131 132 133 134 135 136 137 138 139 140 141 142 143 0.705 0.724 0.682 0.848 0.672 0.810 0.796 0.764 0.740 0.556 0.822 0.783 0.832 144 145 146 147 148 149 150 151 152 153 154 155 156 0.763 0.751 0.842 0.557 0.610 NA 0.733 0.638 0.792 0.789 0.749 0.721 0.537 157 158 159 160 161 162 163 164 165 166 167 168 169 0.517 0.713 0.732 0.696 0.705 0.554 0.846 0.714 0.534 0.599 0.522 0.578 0.778 170 171 172 173 174 175 176 177 178 179 180 181 182 0.637 0.658 0.848 0.604 0.726 0.847 0.753 0.850 0.626 0.830 0.551 0.809 0.661 183 184 185 186 187 188 189 190 191 192 193 194 195 0.641 0.577 0.803 0.788 0.642 0.695 0.582 0.737 0.693 0.844 0.651 0.793 0.753 196 197 198 199 200 201 202 203 204 205 206 207 208 0.687 0.704 0.518 0.651 0.641 0.818 0.850 0.732 0.555 0.764 0.807 0.630 0.775 209 210 211 212 213 214 215 216 217 218 219 220 221 0.810 0.666 0.690 0.688 0.767 0.796 0.671 0.687 0.630 0.851 0.550 0.655 0.537 222 223 224 225 226 227 228 229 230 231 232 233 234 0.835 0.851 0.693 0.608 0.750 0.617 0.625 0.810 0.690 0.682 0.770 0.666 0.652 235 236 237 238 239 240 241 242 243 244 245 246 247 0.751 0.588 0.788 0.641 0.507 0.848 0.826 0.731 0.531 0.556 0.795 0.647 0.563 248 249 250 251 252 253 254 255 256 257 258 259 260 0.807 0.654 0.778 0.530 0.588 0.820 0.804 0.669 0.846 0.828 0.742 0.794 0.836 261 262 263 264 265 266 267 268 269 270 271 272 273 0.695 0.699 0.604 0.796 0.756 0.654 0.555 0.853 0.751 0.710 0.780 0.820 0.776 274 275 276 277 278 279 280 281 282 283 284 285 286 0.747 0.607 0.808 0.826 0.845 0.808 0.592 0.835 0.541 0.582 0.789 0.812 0.656 287 288 289 290 291 292 293 294 295 296 297 298 299 0.669 0.809 0.804 0.742 0.698 0.833 0.731 0.581 0.565 0.845 0.806 0.632 0.531 300 301 302 303 304 305 306 307 308 309 310 311 312 0.568 0.780 0.735 0.690 0.681 0.535 0.730 0.517 0.623 0.508 0.799 0.803 0.746 313 314 315 316 317 318 319 320 321 322 323 324 325 0.647 0.632 0.818 0.503 0.565 0.658 0.756 0.840 0.621 0.832 0.634 0.741 0.777 326 327 328 329 330 331 332 333 334 335 336 337 338 0.779 0.835 0.828 0.772 0.682 0.693 0.742 0.815 0.774 0.694 0.847 0.696 0.655 339 340 341 342 343 344 345 346 347 348 349 350 351 0.738 0.820 0.729 0.851 0.705 0.510 0.602 0.782 0.649 0.596 0.611 0.551 0.739 352 353 354 355 356 357 358 359 360 361 362 363 364 0.685 0.686 0.613 0.830 0.841 0.735 0.826 0.742 0.700 0.629 0.798 0.590 0.760 365 366 367 368 369 370 371 372 373 374 375 376 377 0.821 0.840 0.842 0.646 0.829 0.852 0.753 0.713 0.622 0.536 0.574 0.737 0.777 378 379 380 381 382 383 384 385 386 387 388 389 390 0.522 0.629 0.612 0.723 0.684 0.674 0.772 0.555 0.807 0.614 0.800 0.567 0.784 391 392 393 394 395 396 397 398 399 400 401 402 403 0.572 0.784 0.515 0.650 0.699 0.680 0.666 0.567 0.777 0.551 0.798 0.792 0.800 404 405 406 407 408 409 410 411 412 413 414 415 416 0.848 0.520 0.608 0.688 0.633 0.835 0.745 0.588 0.570 0.558 0.544 0.810 0.542 417 418 419 420 421 422 423 424 425 426 427 428 429 0.621 0.836 0.784 0.742 0.543 0.629 0.649 0.775 0.837 0.541 0.814 0.639 0.811 430 431 432 433 434 435 436 437 438 439 440 441 442 0.677 0.571 0.757 0.699 0.749 0.793 0.850 0.648 0.727 0.538 0.559 0.734 0.612 443 444 445 446 447 448 449 450 451 452 453 454 455 0.692 0.823 0.568 0.820 0.573 0.843 0.573 0.769 0.815 0.685 0.698 0.641 0.632 456 457 458 459 460 461 462 463 464 465 466 467 468 0.760 0.698 0.603 0.731 0.732 0.809 0.791 0.760 0.793 0.767 0.797 0.805 0.694 469 470 471 472 473 474 475 476 477 478 479 480 481 0.738 0.549 0.590 0.551 0.563 0.630 0.565 0.711 0.552 0.694 0.629 0.628 0.626 482 483 484 485 486 487 488 489 490 491 492 493 494 0.755 0.657 0.784 0.764 0.614 0.665 0.703 0.827 0.540 0.750 0.851 0.802 0.667 495 496 497 498 499 500 501 502 503 504 505 506 507 0.632 0.809 0.552 0.785 0.662 0.790 0.690 0.567 0.684 0.513 0.687 0.534 0.586 508 509 510 511 512 513 514 515 516 517 518 519 520 0.756 0.846 0.809 0.629 0.532 0.545 0.644 0.575 0.780 0.771 0.798 0.525 0.687 521 522 523 524 525 526 527 528 529 530 531 532 533 0.655 0.741 0.640 0.831 0.675 0.791 0.797 0.792 0.596 0.656 0.727 0.587 0.731 534 535 536 537 538 539 540 541 542 543 544 545 546 0.594 0.797 0.651 0.526 0.734 0.840 0.578 0.767 0.585 0.752 0.600 0.642 0.634 547 548 549 550 551 552 553 554 555 556 557 558 559 0.807 0.550 0.802 0.605 0.790 0.797 0.739 0.545 0.745 0.550 0.793 0.694 0.674 560 561 562 563 564 565 566 567 568 569 570 571 572 0.768 0.753 0.610 0.642 0.778 0.663 0.547 0.714 0.581 0.673 0.644 0.774 0.772 573 574 575 576 577 578 579 580 581 582 583 584 585 0.761 0.830 0.663 0.623 0.656 0.640 0.614 0.557 0.718 0.602 0.590 0.825 0.672 586 587 588 589 590 591 592 593 594 595 596 597 598 0.785 0.748 0.759 0.748 0.663 0.601 0.823 0.770 0.606 0.650 0.747 0.593 0.748 599 600 601 602 603 604 605 606 607 608 609 610 611 0.797 0.697 0.579 0.682 0.573 0.755 0.664 0.521 0.757 0.519 0.644 0.651 0.818 612 613 614 615 616 617 618 619 620 621 622 623 624 0.638 0.709 0.739 0.827 0.851 0.705 0.574 0.819 0.778 0.649 0.679 0.847 0.731 625 626 627 628 629 630 631 632 633 634 635 636 637 0.685 0.504 0.800 0.576 0.811 0.720 0.815 0.771 0.694 0.588 0.727 0.571 0.578 638 639 640 641 642 643 644 645 646 647 648 649 650 0.612 0.529 0.771 0.815 0.532 0.828 0.526 0.597 0.840 0.670 0.509 0.534 0.745 651 652 653 654 655 656 657 658 659 660 661 662 663 0.815 0.608 0.728 0.751 0.699 0.831 0.557 0.805 0.825 0.619 0.671 0.623 0.745 664 665 666 667 668 669 670 671 672 673 674 675 676 0.520 0.686 0.590 0.818 0.751 0.665 0.783 0.629 0.515 0.829 0.506 0.723 0.533 677 678 679 680 681 682 683 684 685 686 687 688 689 0.656 0.787 0.562 0.646 0.775 0.810 0.631 0.542 0.737 0.685 0.664 0.634 0.738 690 691 692 693 694 695 696 697 698 699 700 701 702 0.766 0.835 0.587 0.755 0.769 0.633 0.780 0.845 0.797 0.694 0.846 0.598 0.597 703 704 705 706 707 708 709 710 711 712 713 714 715 0.849 0.691 0.753 0.849 0.508 0.696 0.824 0.509 0.744 0.724 0.783 0.848 0.822 716 717 718 719 720 721 722 723 724 725 726 727 728 0.513 0.808 0.571 0.716 0.591 0.794 0.562 0.819 0.695 0.645 0.642 0.756 0.826 729 730 731 732 733 734 735 736 737 738 739 740 741 0.661 0.827 0.774 0.528 0.673 0.695 0.690 0.532 0.784 0.584 0.648 0.795 0.778 742 743 744 745 746 747 748 749 750 751 752 753 754 0.689 0.589 0.739 0.578 0.645 0.535 0.522 0.749 0.565 0.724 0.714 0.511 0.698 755 756 757 758 759 760 761 762 763 764 765 766 767 0.799 0.820 0.617 0.751 0.571 0.684 0.725 0.605 0.779 0.700 0.608 0.737 0.629 768 769 770 771 772 773 774 775 776 777 778 779 780 0.600 0.630 0.640 0.515 0.803 0.628 0.564 0.593 0.726 0.791 0.813 0.832 0.654 781 782 783 784 785 786 787 788 789 790 791 792 793 0.704 NA 0.530 0.806 0.805 0.714 0.639 0.624 0.758 0.557 0.652 0.702 0.629 794 795 796 797 798 799 800 801 802 803 804 805 806 0.636 0.566 0.701 0.793 0.605 0.617 0.721 0.832 0.619 0.782 0.791 0.819 0.813 807 808 809 810 811 812 813 814 815 816 817 818 819 0.581 0.573 0.565 0.833 0.811 0.784 0.603 0.771 0.585 0.517 0.640 0.700 0.740 820 821 822 823 824 825 826 827 828 829 830 831 832 0.709 0.845 0.809 0.818 0.542 0.564 0.555 0.741 0.795 0.819 0.800 0.609 0.715 833 834 835 836 837 838 839 840 841 842 843 844 845 0.799 0.850 0.793 0.832 0.734 0.591 0.843 0.823 0.745 0.764 0.516 0.838 0.779 846 847 848 849 850 851 852 853 854 855 856 857 858 0.652 0.803 0.694 0.560 0.552 0.667 0.509 0.630 0.818 0.780 0.824 0.666 0.713 859 860 861 862 863 864 865 866 867 868 869 870 871 0.807 0.797 0.600 0.663 0.782 0.548 0.831 0.754 0.807 0.753 0.840 0.620 0.664 872 873 874 875 876 877 878 879 880 881 882 883 884 0.568 0.612 0.660 0.657 0.515 0.677 0.650 0.812 0.623 0.824 0.823 0.580 0.690 885 886 887 888 889 890 891 892 893 894 895 896 897 0.708 0.667 0.610 0.549 0.714 0.705 0.851 0.763 0.661 0.826 0.504 0.754 0.724 898 899 900 901 902 903 904 905 906 907 908 909 910 0.675 0.660 0.718 0.744 0.579 0.643 0.824 0.678 0.527 0.787 0.766 0.828 0.714 911 912 913 914 915 916 917 918 919 920 921 922 923 0.794 0.722 0.572 0.560 0.504 0.628 0.690 0.682 0.827 0.801 0.677 0.667 0.551 924 925 926 927 928 929 930 931 932 933 934 935 936 0.779 0.563 0.781 0.704 0.627 0.658 0.511 0.528 0.811 0.789 0.811 0.542 0.722 937 938 939 940 941 942 943 944 945 946 947 948 949 0.763 0.726 0.736 0.606 0.819 0.630 0.696 0.837 0.614 0.628 0.649 0.774 0.780 950 951 952 953 954 955 956 957 958 959 960 961 962 0.772 0.587 0.811 0.757 0.805 NA 0.727 0.518 0.694 0.571 0.757 0.692 0.723 963 964 965 966 967 968 969 970 971 972 973 974 975 0.749 0.693 0.561 0.850 0.747 0.838 0.623 0.549 0.766 0.741 0.836 0.765 0.638 976 977 978 979 980 981 982 983 984 985 986 987 988 0.783 0.666 0.663 0.544 0.554 0.556 0.806 0.829 0.838 0.598 0.835 0.738 0.545 989 990 991 992 993 994 995 996 997 998 999 1000 1001 0.664 0.629 0.654 0.772 0.822 0.559 0.744 0.833 0.821 0.776 0.781 0.580 0.622 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 0.798 0.532 0.831 0.641 0.847 0.671 0.808 0.787 0.510 0.836 0.598 0.587 0.727 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 0.817 0.663 0.841 0.663 0.519 0.706 0.739 0.648 0.611 0.636 0.675 0.581 0.683 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 0.629 0.560 0.697 0.604 0.729 0.768 0.828 0.722 NA 0.540 0.514 0.603 0.695 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 0.787 0.508 0.813 0.831 0.507 0.554 0.742 0.647 0.785 0.771 0.529 0.642 0.769 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 0.775 0.630 0.762 0.670 0.589 0.772 0.674 0.826 0.507 0.729 0.626 0.820 0.626 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 0.799 0.817 0.800 0.788 0.651 0.555 0.738 0.769 0.802 0.766 0.850 0.795 0.533 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 0.592 0.757 0.737 0.601 0.834 0.549 0.573 0.656 0.749 0.820 0.716 0.817 0.741 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 0.801 0.528 0.661 0.503 0.550 0.804 0.814 0.698 0.772 0.581 0.719 0.771 0.835 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 0.642 0.741 0.605 0.513 0.852 0.559 0.531 0.607 0.570 0.635 0.772 0.610 0.629 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 0.562 0.840 0.853 0.849 0.618 0.561 0.589 0.800 0.600 0.537 0.727 0.749 0.542 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 0.812 0.806 0.675 0.735 0.627 0.821 0.706 0.598 0.794 0.838 0.830 0.850 0.663 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 0.767 0.636 0.797 0.735 0.633 0.714 0.808 0.765 0.527 0.513 0.837 0.686 0.810 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 0.697 0.553 0.765 0.669 0.820 0.711 0.604 0.830 0.633 0.751 0.553 0.515 0.714 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 0.667 0.851 0.790 0.630 0.676 0.819 0.853 0.812 0.651 0.682 0.566 0.778 0.720 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 0.638 0.671 0.598 0.575 0.530 0.787 0.797 0.594 0.588 0.810 0.699 0.837 0.799 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 0.615 0.805 0.687 0.812 0.803 0.815 0.644 0.663 0.541 0.807 0.520 0.839 0.833 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 0.763 0.743 0.789 0.691 0.823 0.808 0.843 0.730 0.548 0.663 0.835 0.553 0.657 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 0.647 0.785 0.504 0.742 0.800 0.817 0.828 0.529 0.527 0.669 0.754 0.553 0.646 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 0.831 0.597 0.808 0.708 0.832 0.768 0.683 0.805 0.644 NA 0.675 0.695 0.624 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 0.711 0.784 0.570 0.733 0.534 0.553 0.761 0.636 0.786 0.851 0.695 0.544 0.532 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 0.722 0.747 0.814 0.516 0.537 0.782 0.635 0.626 0.524 0.630 0.649 0.645 0.737 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 0.691 0.839 0.579 0.803 0.725 0.760 0.685 0.580 0.651 0.514 0.659 0.780 0.556 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 0.824 0.701 0.850 0.805 0.594 0.714 0.782 0.786 0.560 0.704 0.638 0.549 0.667 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 0.638 0.635 0.799 0.789 0.810 0.641 0.648 0.653 0.832 0.782 0.627 0.554 0.702 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 0.821 0.733 0.598 0.682 0.840 0.520 0.814 0.678 0.668 0.853 0.770 0.628 0.746 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 0.737 0.701 0.590 0.736 0.623 0.567 0.548 0.782 0.824 0.588 0.536 0.738 0.695 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 0.824 0.626 0.730 0.594 0.555 0.509 0.583 0.566 0.543 0.688 0.844 0.730 0.844 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 0.567 0.728 0.805 0.774 0.664 0.698 0.805 0.716 0.548 0.558 0.566 0.530 0.696 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 0.789 0.639 0.524 0.832 0.522 0.816 0.599 0.842 0.851 0.603 0.675 0.508 0.659 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 0.532 0.845 0.592 0.786 0.741 0.656 0.743 0.821 0.841 0.554 0.687 0.680 0.750 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 0.680 0.806 0.742 0.831 0.560 0.654 0.743 0.834 0.800 0.822 0.582 0.825 0.632 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 0.691 0.555 0.562 0.833 0.611 0.541 0.574 0.767 0.722 0.659 0.804 0.783 0.839 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 0.773 0.724 0.574 0.850 0.739 0.681 0.566 0.674 0.739 0.748 0.553 0.526 0.636 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 0.784 0.776 0.782 0.846 0.837 0.772 0.582 0.622 0.829 0.509 0.771 0.521 0.580 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 0.694 0.577 0.644 0.559 0.826 0.728 0.689 0.796 0.570 0.605 0.598 0.604 0.761 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 0.567 0.751 0.828 0.779 0.622 0.672 0.619 0.719 0.602 0.662 0.822 0.724 0.733 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 0.848 0.788 0.710 0.612 0.558 0.654 0.777 0.751 0.528 0.575 0.571 0.568 0.795 1483 1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 0.688 0.565 0.848 0.803 0.562 0.827 0.723 0.551 0.836 0.734 0.559 0.763 0.551 1496 1497 1498 1499 1500 0.531 0.636 0.541 0.504 0.642 > all.equal( predict( testTobit2TwoStep, type = "response" ), + predict( testTobit2TwoStep, newdata = t2Dat[ t2Samp, ], type = "response" ) ) [1] TRUE > all.equal( predict( testTobit2TwoStep$probit, type = "response" ), + predict( testTobit2TwoStep, newdata = t2Dat[ t2Samp, ], type = "response" ) ) [1] TRUE > all.equal( + predict( testTobit2TwoStep, newdata = t2Dat[ t2Samp, ], type = "response" ), + fitted( testTobit2TwoStep, part = "selection" ) ) [1] TRUE > all.equal( + predict( testTobit2TwoStep, newdata = t2Dat[ , "xs", drop = FALSE ], + type = "response" ), + predict( testTobit2TwoStep, newdata = t2Dat, type = "response" ) ) [1] TRUE > round( predict( testTobit2TwoStep, newdata = t2Dat, type = "unconditional" ), 3 ) 1 2 3 4 5 6 7 8 9 10 11 12 13 0.189 0.713 0.090 1.015 0.500 0.016 0.421 0.815 0.444 0.030 0.452 0.258 0.384 14 15 16 17 18 19 20 21 22 23 24 25 26 0.598 0.644 0.674 1.024 0.727 0.423 0.298 0.695 0.238 0.852 0.849 0.563 0.969 27 28 29 30 31 32 33 34 35 36 37 38 39 0.422 0.016 0.842 0.513 1.026 0.086 0.852 NA 0.395 0.813 0.271 0.260 0.150 40 41 42 43 44 45 46 47 48 49 50 51 52 0.466 0.524 0.042 0.976 0.645 0.051 0.341 0.889 0.283 0.094 0.705 0.994 0.589 53 54 55 56 57 58 59 60 61 62 63 64 65 0.398 0.621 0.714 0.422 0.401 0.295 0.067 0.724 0.464 0.735 0.910 0.949 0.819 66 67 68 69 70 71 72 73 74 75 76 77 78 0.407 0.605 0.220 0.978 0.052 0.116 0.504 0.313 0.290 0.935 0.625 NA 0.088 79 80 81 82 83 84 85 86 87 88 89 90 91 0.667 0.040 0.569 0.445 0.105 0.771 0.975 0.333 0.455 0.168 0.456 0.824 0.245 92 93 94 95 96 97 98 99 100 101 102 103 104 0.375 0.600 0.421 0.996 0.913 0.644 0.080 0.700 0.626 0.167 1.041 0.503 0.207 105 106 107 108 109 110 111 112 113 114 115 116 117 0.594 0.997 0.612 0.608 0.678 0.750 0.494 0.733 0.934 0.809 0.758 0.504 0.564 118 119 120 121 122 123 124 125 126 127 128 129 130 0.166 0.912 0.983 0.177 0.065 0.570 0.750 0.510 0.014 0.814 0.802 0.678 0.828 131 132 133 134 135 136 137 138 139 140 141 142 143 0.549 0.361 0.814 0.778 0.764 0.353 0.932 0.998 0.312 0.321 0.705 0.871 0.197 144 145 146 147 148 149 150 151 152 153 154 155 156 0.489 0.092 0.991 0.095 0.781 0.481 0.499 0.056 0.018 0.520 0.570 0.751 0.695 157 158 159 160 161 162 163 164 165 166 167 168 169 0.780 0.760 0.685 0.638 0.303 0.393 0.475 0.720 0.174 0.973 0.670 0.241 0.839 170 171 172 173 174 175 176 177 178 179 180 181 182 0.505 0.861 0.988 0.121 0.210 0.428 0.941 0.185 0.893 0.309 0.048 0.543 0.158 183 184 185 186 187 188 189 190 191 192 193 194 195 0.752 0.044 0.551 1.056 0.765 0.982 0.778 0.313 0.247 0.263 0.700 0.413 0.710 196 197 198 199 200 201 202 203 204 205 206 207 208 0.679 0.041 0.659 0.513 0.684 0.178 0.949 0.103 0.891 0.912 0.994 0.462 0.899 209 210 211 212 213 214 215 216 217 218 219 220 221 0.425 0.185 0.930 0.093 0.043 0.152 0.156 0.889 1.050 0.751 0.592 0.464 0.590 222 223 224 225 226 227 228 229 230 231 232 233 234 0.208 0.924 0.014 0.619 0.103 0.495 0.820 0.845 0.806 0.836 0.682 0.748 0.431 235 236 237 238 239 240 241 242 243 244 245 246 247 0.509 0.978 0.727 0.502 0.689 0.042 0.384 0.521 0.843 0.079 0.683 0.546 0.230 248 249 250 251 252 253 254 255 256 257 258 259 260 0.856 1.012 0.268 0.292 0.960 0.521 0.910 0.677 0.587 0.756 0.473 0.933 0.160 261 262 263 264 265 266 267 268 269 270 271 272 273 0.235 0.692 0.746 0.512 0.473 0.208 0.667 0.115 0.858 0.074 0.373 0.939 1.019 274 275 276 277 278 279 280 281 282 283 284 285 286 0.359 0.684 0.032 1.005 0.514 0.569 0.740 0.437 0.379 0.373 0.863 0.588 0.574 287 288 289 290 291 292 293 294 295 296 297 298 299 0.384 0.368 0.575 1.030 0.173 0.049 0.673 0.100 0.503 0.336 0.607 0.568 0.443 300 301 302 303 304 305 306 307 308 309 310 311 312 0.376 0.369 1.009 0.632 0.767 0.727 0.419 0.147 0.074 0.667 0.231 0.997 0.163 313 314 315 316 317 318 319 320 321 322 323 324 325 0.421 0.041 0.806 0.706 0.858 0.983 0.772 0.205 0.297 0.865 0.127 0.791 0.101 326 327 328 329 330 331 332 333 334 335 336 337 338 0.106 0.476 0.387 0.067 0.333 0.862 0.623 0.956 0.681 0.127 0.378 0.031 0.943 339 340 341 342 343 344 345 346 347 348 349 350 351 0.018 0.936 0.528 1.003 0.521 0.852 0.783 1.046 0.508 0.405 0.207 0.202 0.116 352 353 354 355 356 357 358 359 360 361 362 363 364 0.428 0.520 0.976 0.729 0.175 0.670 0.623 1.050 0.735 1.046 0.709 0.481 0.381 365 366 367 368 369 370 371 372 373 374 375 376 377 0.180 0.020 0.396 0.310 0.811 0.875 1.029 0.404 0.362 0.450 0.762 0.848 0.136 378 379 380 381 382 383 384 385 386 387 388 389 390 1.008 0.959 0.786 0.243 0.573 0.260 0.158 0.275 0.075 0.160 0.666 0.182 0.881 391 392 393 394 395 396 397 398 399 400 401 402 403 0.595 0.609 0.246 0.767 0.278 0.640 0.917 0.014 0.431 0.484 0.896 0.458 0.566 404 405 406 407 408 409 410 411 412 413 414 415 416 0.082 0.075 0.356 0.055 0.383 0.702 0.680 0.851 0.261 0.045 0.245 0.215 1.048 417 418 419 420 421 422 423 424 425 426 427 428 429 0.585 0.033 0.590 0.517 0.721 0.714 0.807 0.086 0.655 0.989 0.865 0.987 0.347 430 431 432 433 434 435 436 437 438 439 440 441 442 0.609 1.038 0.764 0.618 0.166 0.935 0.980 0.344 0.840 0.492 0.321 0.821 0.582 443 444 445 446 447 448 449 450 451 452 453 454 455 0.201 0.877 0.499 0.647 0.381 0.667 0.446 0.615 0.522 0.537 0.106 0.055 0.026 456 457 458 459 460 461 462 463 464 465 466 467 468 0.503 0.632 0.955 0.507 0.554 0.372 0.928 0.555 0.866 0.208 0.537 0.334 0.953 469 470 471 472 473 474 475 476 477 478 479 480 481 1.014 0.563 0.177 0.029 0.210 0.410 0.768 0.404 0.441 0.503 0.258 0.692 0.996 482 483 484 485 486 487 488 489 490 491 492 493 494 1.034 0.944 0.239 0.377 0.609 0.986 0.280 0.724 0.032 0.565 0.404 0.289 0.713 495 496 497 498 499 500 501 502 503 504 505 506 507 0.407 0.328 NA 0.597 0.876 0.651 0.636 0.433 0.566 0.827 0.038 0.216 0.557 508 509 510 511 512 513 514 515 516 517 518 519 520 0.048 0.214 1.036 0.297 0.698 0.680 0.693 0.442 0.607 0.698 0.997 0.721 1.025 521 522 523 524 525 526 527 528 529 530 531 532 533 0.578 0.162 0.932 0.586 0.547 0.909 0.395 0.882 0.281 0.730 0.879 0.911 0.754 534 535 536 537 538 539 540 541 542 543 544 545 546 0.555 0.385 0.071 0.056 0.314 1.010 0.674 0.823 0.324 1.014 1.055 0.830 0.955 547 548 549 550 551 552 553 554 555 556 557 558 559 1.031 0.121 0.084 0.741 0.909 0.577 0.098 0.837 0.059 0.896 0.747 0.398 0.985 560 561 562 563 564 565 566 567 568 569 570 571 572 0.298 0.166 0.759 0.311 1.017 0.569 0.818 0.729 0.814 0.756 0.033 0.878 0.597 573 574 575 576 577 578 579 580 581 582 583 584 585 1.026 0.380 0.891 0.829 0.152 0.896 0.571 0.908 0.400 0.150 0.674 0.846 0.635 586 587 588 589 590 591 592 593 594 595 596 597 598 0.431 0.342 0.619 0.227 0.864 0.073 0.051 0.509 0.631 0.092 0.226 0.787 0.977 599 600 601 602 603 604 605 606 607 608 609 610 611 0.238 1.021 0.995 0.597 0.514 0.132 0.145 0.940 0.519 0.494 0.879 0.262 0.377 612 613 614 615 616 617 618 619 620 621 622 623 624 0.792 0.840 0.699 0.676 0.909 0.344 0.401 0.433 0.968 0.619 0.482 0.191 0.976 625 626 627 628 629 630 631 632 633 634 635 636 637 0.035 0.807 0.823 0.029 0.713 0.971 0.274 0.893 0.703 0.014 0.941 0.214 0.200 638 639 640 641 642 643 644 645 646 647 648 649 650 0.250 0.835 0.297 0.450 0.314 0.754 1.021 0.385 0.205 0.353 0.348 0.012 0.962 651 652 653 654 655 656 657 658 659 660 661 662 663 0.234 0.970 0.428 0.601 0.105 0.436 0.232 0.777 0.037 1.023 0.194 0.192 0.905 664 665 666 667 668 669 670 671 672 673 674 675 676 0.035 0.852 0.800 0.689 1.055 0.380 0.453 0.630 0.146 0.753 0.418 0.740 0.773 677 678 679 680 681 682 683 684 685 686 687 688 689 0.039 0.740 0.270 0.711 0.421 0.140 0.323 0.786 0.685 0.312 0.656 0.384 0.408 690 691 692 693 694 695 696 697 698 699 700 701 702 0.979 0.329 0.552 0.125 0.418 0.358 0.409 0.286 0.487 0.859 0.928 0.215 1.018 703 704 705 706 707 708 709 710 711 712 713 714 715 0.443 0.286 0.262 0.069 0.921 0.643 0.480 0.250 0.835 0.358 0.397 0.109 0.852 716 717 718 719 720 721 722 723 724 725 726 727 728 0.365 0.692 0.180 0.699 0.569 0.926 0.109 0.707 0.053 0.542 0.681 0.583 0.181 729 730 731 732 733 734 735 736 737 738 739 740 741 0.613 0.994 0.758 0.999 0.503 0.348 0.822 0.411 0.393 0.247 0.880 0.369 1.003 742 743 744 745 746 747 748 749 750 751 752 753 754 0.885 0.321 1.027 0.482 0.412 0.903 0.230 0.828 0.587 0.246 0.372 0.532 0.208 755 756 757 758 759 760 761 762 763 764 765 766 767 0.472 0.053 0.966 0.947 0.168 0.220 0.942 0.621 0.128 0.765 0.770 0.856 1.016 768 769 770 771 772 773 774 775 776 777 778 779 780 0.853 0.853 0.191 0.261 0.218 0.221 0.904 0.803 0.340 0.952 0.471 0.737 0.858 781 782 783 784 785 786 787 788 789 790 791 792 793 0.399 0.618 0.295 0.255 0.039 0.808 0.544 1.055 0.778 0.710 0.636 0.464 0.832 794 795 796 797 798 799 800 801 802 803 804 805 806 0.286 0.295 0.052 0.918 0.749 0.595 0.149 0.941 0.846 0.985 0.021 0.476 0.297 807 808 809 810 811 812 813 814 815 816 817 818 819 0.967 0.575 0.507 0.601 0.245 1.002 0.611 0.322 0.532 0.905 0.717 1.054 0.924 820 821 822 823 824 825 826 827 828 829 830 831 832 0.507 0.675 0.121 0.129 0.095 0.920 NA 0.713 0.468 0.830 0.370 0.235 0.281 833 834 835 836 837 838 839 840 841 842 843 844 845 0.677 0.563 0.932 0.088 0.757 0.442 0.227 0.886 0.534 0.662 0.300 0.455 0.565 846 847 848 849 850 851 852 853 854 855 856 857 858 0.321 0.131 0.788 0.321 0.672 0.707 1.031 0.223 0.386 0.559 0.429 0.586 0.274 859 860 861 862 863 864 865 866 867 868 869 870 871 0.075 0.348 0.285 0.170 0.242 0.495 0.364 0.901 0.457 0.925 0.714 0.873 0.666 872 873 874 875 876 877 878 879 880 881 882 883 884 0.783 0.297 0.435 0.100 0.872 0.843 1.055 0.482 0.204 0.385 0.529 0.945 0.710 885 886 887 888 889 890 891 892 893 894 895 896 897 0.060 0.551 1.043 0.792 0.232 0.483 0.639 0.729 1.026 0.814 0.643 0.421 1.019 898 899 900 901 902 903 904 905 906 907 908 909 910 0.599 0.115 0.995 0.819 0.259 0.542 0.827 0.468 0.049 1.054 0.429 0.522 0.746 911 912 913 914 915 916 917 918 919 920 921 922 923 0.566 0.384 0.758 0.562 0.626 0.456 0.718 0.413 0.803 0.860 0.260 0.621 0.976 924 925 926 927 928 929 930 931 932 933 934 935 936 0.205 0.182 0.373 0.568 0.064 0.248 0.159 1.030 0.954 0.114 0.144 0.222 0.759 937 938 939 940 941 942 943 944 945 946 947 948 949 0.069 0.981 0.198 0.641 0.880 0.241 0.611 0.200 0.915 0.780 0.023 0.137 0.126 950 951 952 953 954 955 956 957 958 959 960 961 962 0.048 1.010 0.453 0.250 0.016 0.154 0.038 1.018 0.402 0.265 0.379 0.517 0.092 963 964 965 966 967 968 969 970 971 972 973 974 975 0.599 0.100 0.333 0.150 0.056 0.799 0.375 0.534 0.095 0.199 0.914 0.997 0.933 976 977 978 979 980 981 982 983 984 985 986 987 988 0.030 0.658 0.179 0.316 0.784 0.372 0.608 0.120 0.051 0.532 0.030 0.676 0.027 989 990 991 992 993 994 995 996 997 998 999 1000 1001 0.697 0.811 0.246 0.101 0.989 0.877 0.930 0.205 0.218 0.226 0.762 0.505 0.589 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 0.352 0.852 0.205 0.241 0.099 0.856 0.230 0.865 0.741 0.042 0.660 0.344 0.111 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 0.687 0.297 0.375 0.416 0.020 0.789 0.274 0.845 0.431 0.238 0.018 0.602 0.407 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 0.532 0.196 1.042 0.305 0.332 0.599 1.015 0.117 0.478 0.332 1.053 0.022 0.076 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 0.610 0.423 0.035 NA 0.558 0.284 1.037 0.915 0.199 0.194 0.762 1.022 0.047 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 0.925 0.560 0.113 0.992 0.282 0.677 0.182 0.892 1.010 0.359 0.573 0.340 0.845 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 0.812 0.810 1.003 0.741 0.270 0.258 0.443 0.889 0.686 0.971 0.896 0.025 0.891 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 0.534 0.304 0.821 0.812 0.826 0.248 0.286 0.098 0.565 0.036 0.101 0.422 0.835 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 0.322 0.881 0.049 0.105 0.747 1.050 0.247 0.264 0.124 0.178 1.035 0.931 0.673 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 0.091 0.631 0.707 0.678 0.034 0.119 0.221 1.000 0.628 0.321 0.519 0.758 0.965 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 0.252 0.925 0.832 0.353 0.258 0.764 0.035 0.583 0.854 0.983 0.789 0.945 0.262 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 0.035 0.600 0.374 0.093 0.142 0.991 0.343 1.002 0.022 0.655 0.213 1.014 0.692 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 0.957 0.524 0.852 1.000 0.680 0.709 0.534 0.800 0.511 0.585 0.563 0.099 0.953 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 0.539 0.910 0.324 0.153 0.562 0.133 0.801 0.716 0.406 0.343 0.130 0.663 0.670 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 0.272 0.505 0.161 0.822 0.432 0.447 0.531 0.842 1.052 0.770 0.096 0.043 0.512 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 0.996 0.479 0.351 0.016 0.678 0.305 0.123 0.686 1.014 0.720 0.335 0.037 0.030 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 0.098 0.255 0.420 0.832 0.082 0.328 1.029 0.371 0.612 1.043 0.912 0.583 0.340 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1.031 0.752 0.358 0.909 0.097 0.076 0.029 0.426 0.168 0.301 0.024 0.457 0.632 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 0.701 0.568 0.292 0.864 0.982 0.334 0.812 0.402 0.071 0.086 0.044 0.900 0.742 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 0.522 0.678 0.603 0.782 0.057 0.281 0.015 0.870 0.752 0.085 0.751 0.419 0.705 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 0.151 0.324 0.990 0.345 0.601 0.996 0.936 0.390 0.360 0.331 0.531 0.830 0.405 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 0.938 0.968 0.435 0.109 0.839 1.030 0.298 0.794 0.893 0.660 0.105 0.556 0.945 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 0.898 0.414 0.768 0.592 0.909 0.871 0.207 0.285 0.719 0.581 0.691 0.272 1.036 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 0.711 0.164 0.996 0.815 0.293 0.031 0.100 0.680 0.470 0.284 0.490 0.136 0.905 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 0.875 0.514 0.454 0.618 0.299 0.497 0.445 0.642 0.670 0.514 0.966 0.177 0.402 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 0.960 0.596 0.764 0.775 0.476 0.480 0.592 0.120 0.411 0.259 0.512 0.514 0.534 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 0.806 0.116 0.094 0.283 0.662 0.253 0.831 0.800 1.025 0.646 0.556 0.041 0.340 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 0.164 0.749 0.016 0.111 0.103 0.676 0.767 0.906 0.982 0.646 0.144 0.207 0.305 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 0.829 0.316 0.832 0.718 0.633 0.391 0.165 0.714 0.937 0.341 0.037 0.845 0.393 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 0.247 0.463 0.605 0.404 0.898 0.138 0.479 0.095 0.774 0.719 0.667 0.326 0.326 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 0.360 0.521 0.987 0.679 0.030 0.667 0.698 1.019 0.941 0.496 0.426 0.340 0.807 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 0.513 0.520 0.206 1.050 0.511 0.188 0.840 0.254 0.117 0.845 0.637 0.120 0.613 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 0.847 0.397 0.879 0.598 1.041 1.050 0.124 0.343 0.056 0.530 0.841 0.546 0.859 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 0.526 0.110 0.424 0.725 0.717 0.237 0.963 0.169 0.188 0.291 0.253 0.958 0.634 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 0.956 0.896 1.038 0.132 0.477 0.435 0.646 0.207 0.077 0.747 0.643 0.354 0.267 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 0.348 0.134 0.614 0.849 1.026 0.028 0.100 0.080 0.602 1.018 0.452 0.592 0.321 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 0.537 1.039 0.978 0.157 0.810 0.301 0.928 0.638 0.460 0.042 0.104 0.876 0.866 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 0.174 0.692 0.376 0.775 0.262 0.142 0.668 0.909 0.671 0.726 0.988 0.272 0.320 1483 1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 0.380 0.997 0.303 0.385 0.739 0.019 0.233 0.282 1.017 0.882 0.174 0.679 0.374 1496 1497 1498 1499 1500 0.378 0.025 0.764 0.604 0.762 > all( is.na( predict( testTobit2TwoStep, type = "unconditional" )[ + !t2Dat$ys[ t2Samp ] ] ) ) [1] TRUE > all.equal( predict( testTobit2TwoStep, type = "unconditional" )[ + t2Dat$ys[ t2Samp ] ], + predict( testTobit2TwoStep, newdata = t2Dat[ t2Samp & t2Dat$ys, ], + type = "unconditional" ) ) [1] TRUE > all.equal( + predict( testTobit2TwoStep, newdata = t2Dat[ , "xo", drop = FALSE ], + type = "unconditional" ), + predict( testTobit2TwoStep, newdata = t2Dat, type = "unconditional" ) ) [1] TRUE > round( predict( testTobit2TwoStep, newdata = t2Dat, type = "conditional" ), 3 ) E[yo|ys=0] E[yo|ys=1] 1 1.539 -0.048 2 1.724 0.287 3 1.206 -0.268 4 1.987 0.562 5 1.629 0.150 6 0.777 -0.608 7 1.697 0.150 8 2.157 0.575 9 1.681 0.153 10 0.841 -0.550 11 1.181 -0.202 12 0.992 -0.391 13 1.671 0.119 14 1.655 0.203 15 1.843 0.333 16 1.647 0.222 17 1.846 0.453 18 1.713 0.284 19 1.697 0.151 20 1.005 -0.378 21 1.567 0.166 22 1.555 -0.013 23 1.548 0.165 24 1.652 0.262 25 1.808 0.276 26 1.845 0.443 27 1.498 0.039 28 0.788 -0.599 29 1.965 0.488 30 1.221 -0.162 31 1.847 0.454 32 1.300 -0.217 33 1.608 0.223 34 NA NA 35 1.454 0.001 36 1.575 0.189 37 1.571 0.012 38 0.982 -0.401 39 0.899 -0.486 40 1.650 0.147 41 1.546 0.106 42 1.183 -0.301 43 1.688 0.305 44 1.636 0.206 45 0.915 -0.484 46 1.069 -0.315 47 1.800 0.390 48 1.259 -0.167 49 1.018 -0.395 50 1.671 0.248 51 2.152 0.661 52 1.645 0.193 53 1.369 -0.056 54 1.447 0.054 55 1.688 0.263 56 1.167 -0.217 57 1.210 -0.180 58 1.168 -0.233 59 0.966 -0.441 60 1.501 0.114 61 1.425 0.003 62 1.873 0.390 63 1.640 0.257 64 1.824 0.422 65 1.549 0.166 66 1.148 -0.236 67 1.883 0.335 68 1.130 -0.279 69 1.873 0.467 70 1.237 -0.266 71 0.904 -0.484 72 1.455 0.036 73 1.078 -0.308 74 1.055 -0.331 75 1.700 0.314 76 1.446 0.053 77 NA NA 78 1.409 -0.162 79 1.462 0.073 80 1.260 -0.260 81 1.807 0.279 82 1.180 -0.204 83 1.419 -0.148 84 1.553 0.165 85 1.967 0.536 86 1.337 -0.097 87 1.245 -0.144 88 1.018 -0.379 89 1.449 0.017 90 1.703 0.301 91 1.393 -0.094 92 1.156 -0.231 93 1.506 0.098 94 1.770 0.184 95 1.702 0.319 96 1.653 0.269 97 1.509 0.109 98 1.043 -0.379 99 1.732 0.288 100 1.698 0.241 101 1.439 -0.106 102 1.816 0.429 103 1.278 -0.109 104 1.054 -0.343 105 1.562 0.138 106 2.344 0.759 107 1.790 0.290 108 1.420 0.029 109 1.455 0.068 110 1.539 0.151 111 1.525 0.082 112 1.878 0.392 113 2.161 0.638 114 1.688 0.285 115 1.722 0.299 116 1.798 0.242 117 1.303 -0.081 118 1.317 -0.172 119 1.909 0.476 120 2.009 0.567 121 1.007 -0.387 122 1.230 -0.264 123 1.419 0.022 124 2.023 0.477 125 1.319 -0.072 126 0.933 -0.478 127 2.007 0.500 128 1.662 0.263 129 1.410 0.026 130 1.867 0.421 131 1.563 0.126 132 1.411 -0.039 133 1.786 0.361 134 2.119 0.538 135 1.718 0.298 136 1.591 0.063 137 2.136 0.624 138 2.128 0.648 139 1.393 -0.068 140 1.092 -0.295 141 1.974 0.431 142 2.044 0.546 143 1.492 -0.064 144 1.618 0.139 145 1.195 -0.274 146 2.313 0.742 147 0.867 -0.519 148 1.633 0.236 149 NA NA 150 1.567 0.111 151 0.954 -0.452 152 1.212 -0.296 153 1.707 0.203 154 1.670 0.202 155 1.796 0.348 156 1.439 0.054 157 1.495 0.112 158 1.788 0.346 159 1.749 0.295 160 1.635 0.203 161 1.316 -0.121 162 1.162 -0.225 163 1.809 0.231 164 1.750 0.307 165 0.913 -0.471 166 1.809 0.415 167 1.393 0.009 168 1.045 -0.345 169 2.000 0.507 170 1.401 -0.005 171 1.792 0.378 172 2.330 0.748 173 0.964 -0.432 174 1.265 -0.186 175 1.767 0.187 176 2.049 0.578 177 1.531 -0.053 178 1.771 0.369 179 1.597 0.044 180 0.811 -0.574 181 1.779 0.252 182 1.094 -0.322 183 1.655 0.247 184 0.846 -0.544 185 1.770 0.251 186 2.240 0.737 187 1.669 0.261 188 1.977 0.545 189 1.587 0.196 190 1.388 -0.070 191 1.239 -0.192 192 1.591 0.017 193 1.618 0.207 194 1.609 0.101 195 1.816 0.346 196 1.660 0.233 197 1.053 -0.384 198 1.375 -0.008 199 1.432 0.021 200 1.587 0.179 201 1.436 -0.102 202 2.296 0.711 203 1.168 -0.287 204 1.661 0.275 205 2.043 0.563 206 2.223 0.700 207 1.347 -0.057 208 2.054 0.564 209 1.662 0.135 210 1.129 -0.288 211 1.916 0.487 212 1.076 -0.352 213 1.180 -0.303 214 1.354 -0.157 215 1.108 -0.312 216 1.870 0.442 217 1.934 0.531 218 2.100 0.515 219 1.354 -0.031 220 1.389 -0.023 221 1.333 -0.051 222 1.513 -0.049 223 2.273 0.687 224 1.005 -0.426 225 1.468 0.072 226 1.204 -0.265 227 1.359 -0.040 228 1.696 0.294 229 2.081 0.554 230 1.792 0.363 231 1.808 0.383 232 1.826 0.340 233 1.692 0.275 234 1.351 -0.061 235 1.612 0.143 236 1.797 0.405 237 1.913 0.409 238 1.404 -0.003 239 1.391 0.008 240 1.384 -0.198 241 1.664 0.115 242 1.584 0.130 243 1.577 0.193 244 0.849 -0.537 245 1.884 0.374 246 1.459 0.049 247 1.011 -0.377 248 2.086 0.562 249 1.936 0.524 250 1.428 -0.064 251 1.026 -0.358 252 1.778 0.386 253 1.784 0.244 254 2.133 0.612 255 1.626 0.208 256 1.921 0.343 257 2.042 0.490 258 1.557 0.095 259 2.131 0.622 260 1.466 -0.096 261 1.231 -0.201 262 1.694 0.260 263 1.588 0.192 264 1.715 0.203 265 1.588 0.114 266 1.131 -0.281 267 1.436 0.049 268 1.470 -0.119 269 1.961 0.492 270 1.097 -0.343 271 1.539 0.044 272 2.202 0.662 273 2.176 0.685 274 1.455 -0.011 275 1.531 0.135 276 1.265 -0.261 277 2.284 0.736 278 1.847 0.270 279 1.802 0.276 280 1.565 0.172 281 1.742 0.180 282 1.128 -0.257 283 1.182 -0.208 284 2.049 0.545 285 1.831 0.301 286 1.501 0.088 287 1.332 -0.086 288 1.604 0.077 289 1.798 0.277 290 2.114 0.652 291 1.174 -0.260 292 1.347 -0.211 293 1.736 0.282 294 0.909 -0.482 295 1.286 -0.101 296 1.668 0.092 297 1.835 0.312 298 1.455 0.051 299 1.178 -0.206 300 1.164 -0.225 301 1.536 0.041 302 2.081 0.623 303 1.619 0.189 304 1.738 0.313 305 1.467 0.083 306 1.480 0.027 307 0.862 -0.521 308 0.948 -0.454 309 1.369 -0.014 310 1.442 -0.073 311 2.216 0.697 312 1.256 -0.209 313 1.333 -0.076 314 0.929 -0.475 315 2.064 0.526 316 1.401 0.019 317 1.643 0.255 318 1.913 0.499 319 1.887 0.413 320 1.521 -0.046 321 1.166 -0.235 322 2.161 0.604 323 1.017 -0.387 324 1.874 0.412 325 1.261 -0.232 326 1.271 -0.224 327 1.781 0.219 328 1.673 0.121 329 1.215 -0.272 330 1.304 -0.121 331 1.854 0.423 332 1.707 0.245 333 2.206 0.672 334 1.835 0.345 335 1.119 -0.312 336 1.716 0.136 337 1.028 -0.404 338 1.869 0.456 339 1.094 -0.365 340 2.200 0.659 341 1.586 0.134 342 2.352 0.766 343 1.535 0.097 344 1.557 0.174 345 1.622 0.227 346 2.217 0.720 347 1.423 0.013 348 1.235 -0.158 349 1.061 -0.337 350 0.967 -0.419 351 1.194 -0.266 352 1.405 -0.021 353 1.499 0.072 354 1.834 0.436 355 2.018 0.465 356 1.496 -0.074 357 1.741 0.284 358 1.900 0.353 359 2.134 0.672 360 1.739 0.305 361 1.928 0.525 362 1.918 0.404 363 1.302 -0.091 364 1.504 0.027 365 1.447 -0.096 366 1.337 -0.231 367 1.719 0.147 368 1.220 -0.189 369 2.097 0.545 370 2.227 0.640 371 2.135 0.665 372 1.433 -0.010 373 1.234 -0.167 374 1.192 -0.192 375 1.560 0.171 376 1.923 0.465 377 1.297 -0.196 378 1.731 0.347 379 1.841 0.438 380 1.643 0.245 381 1.290 -0.158 382 1.549 0.123 383 1.217 -0.204 384 1.307 -0.181 385 1.045 -0.342 386 1.304 -0.220 387 1.019 -0.380 388 1.878 0.362 389 0.969 -0.419 390 2.056 0.557 391 1.389 0.000 392 1.784 0.285 393 0.958 -0.425 394 1.684 0.273 395 1.281 -0.153 396 1.608 0.184 397 1.862 0.444 398 0.801 -0.587 399 1.591 0.099 400 1.248 -0.138 401 2.104 0.590 402 1.651 0.144 403 1.780 0.263 404 1.424 -0.158 405 0.794 -0.589 406 1.206 -0.191 407 1.037 -0.391 408 1.271 -0.133 409 2.004 0.444 410 1.771 0.306 411 1.670 0.278 412 1.052 -0.336 413 0.819 -0.568 414 0.998 -0.387 415 1.452 -0.076 416 1.799 0.414 417 1.455 0.054 418 1.340 -0.223 419 1.765 0.267 420 1.602 0.140 421 1.473 0.088 422 1.596 0.193 423 1.723 0.313 424 1.241 -0.249 425 1.964 0.400 426 1.739 0.354 427 2.113 0.580 428 1.886 0.479 429 1.587 0.058 430 1.571 0.149 431 1.831 0.442 432 1.879 0.405 433 1.621 0.187 434 1.265 -0.203 435 2.131 0.623 436 2.328 0.743 437 1.257 -0.152 438 1.894 0.443 439 1.237 -0.148 440 1.096 -0.291 441 1.890 0.434 442 1.437 0.039 443 1.191 -0.239 444 2.147 0.603 445 1.287 -0.101 446 1.910 0.370 447 1.177 -0.212 448 1.993 0.419 449 1.242 -0.147 450 1.755 0.271 451 1.773 0.238 452 1.514 0.088 453 1.107 -0.326 454 0.957 -0.451 455 0.914 -0.490 456 1.625 0.148 457 1.632 0.199 458 1.796 0.401 459 1.571 0.117 460 1.619 0.164 461 1.608 0.081 462 2.120 0.613 463 1.677 0.200 464 2.062 0.554 465 1.346 -0.137 466 1.742 0.230 467 1.558 0.036 468 1.946 0.515 469 2.090 0.631 470 1.324 -0.062 471 0.999 -0.394 472 0.792 -0.594 473 0.992 -0.396 474 1.294 -0.110 475 1.552 0.165 476 1.429 -0.012 477 1.206 -0.180 478 1.496 0.065 479 1.141 -0.262 480 1.572 0.170 481 1.874 0.472 482 2.146 0.674 483 1.873 0.459 484 1.413 -0.086 485 1.508 0.028 486 1.467 0.069 487 1.929 0.512 488 1.289 -0.147 489 2.006 0.456 490 0.779 -0.605 491 1.665 0.197 492 1.754 0.168 493 1.507 -0.011 494 1.658 0.241 495 1.294 -0.110 496 1.563 0.036 497 NA NA 498 1.775 0.275 499 1.814 0.398 500 1.841 0.336 501 1.623 0.194 502 1.221 -0.167 503 1.542 0.116 504 1.536 0.153 505 1.019 -0.408 506 0.955 -0.429 507 1.373 -0.018 508 1.161 -0.312 509 1.549 -0.029 510 2.270 0.744 511 1.181 -0.223 512 1.435 0.051 513 1.435 0.050 514 1.601 0.192 515 1.241 -0.149 516 1.773 0.278 517 1.844 0.358 518 2.204 0.691 519 1.447 0.064 520 2.005 0.578 521 1.504 0.091 522 1.244 -0.217 523 1.834 0.427 524 1.878 0.323 525 1.507 0.085 526 2.100 0.594 527 1.601 0.088 528 2.075 0.568 529 1.112 -0.282 530 1.658 0.244 531 1.934 0.482 532 1.728 0.336 533 1.817 0.363 534 1.383 -0.010 535 1.591 0.078 536 0.990 -0.421 537 0.784 -0.599 538 1.383 -0.074 539 2.327 0.759 540 1.477 0.087 541 1.961 0.478 542 1.138 -0.253 543 2.119 0.649 544 1.892 0.497 545 1.734 0.326 546 1.846 0.441 547 2.261 0.737 548 0.884 -0.502 549 1.302 -0.216 550 1.585 0.189 551 2.098 0.592 552 1.783 0.270 553 1.178 -0.283 554 1.592 0.207 555 1.150 -0.314 556 1.658 0.272 557 1.943 0.435 558 1.391 -0.040 559 1.943 0.522 560 1.436 -0.047 561 1.273 -0.198 562 1.612 0.214 563 1.215 -0.192 564 2.178 0.685 565 1.508 0.092 566 1.575 0.190 567 1.759 0.316 568 1.622 0.232 569 1.712 0.291 570 0.940 -0.469 571 2.031 0.541 572 1.746 0.258 573 2.151 0.673 574 1.669 0.116 575 1.829 0.414 576 1.703 0.301 577 1.079 -0.334 578 1.797 0.390 579 1.430 0.031 580 1.681 0.294 581 1.438 -0.007 582 0.991 -0.405 583 1.495 0.103 584 2.122 0.575 585 1.590 0.170 586 1.610 0.110 587 1.439 -0.027 588 1.738 0.263 589 1.324 -0.143 590 1.803 0.387 591 0.912 -0.483 592 1.321 -0.223 593 1.652 0.167 594 1.477 0.081 595 1.009 -0.402 596 1.321 -0.145 597 1.613 0.220 598 2.074 0.607 599 1.443 -0.070 600 2.019 0.587 601 1.799 0.409 602 1.569 0.144 603 1.310 -0.079 604 1.244 -0.229 605 1.086 -0.330 606 1.661 0.278 607 1.635 0.161 608 1.212 -0.171 609 1.786 0.377 610 1.180 -0.231 611 1.634 0.096 612 1.690 0.284 613 1.861 0.421 614 1.778 0.318 615 1.958 0.408 616 2.259 0.673 617 1.357 -0.080 618 1.198 -0.191 619 1.694 0.155 620 2.131 0.637 621 1.535 0.124 622 1.449 0.026 623 1.529 -0.050 624 2.039 0.585 625 1.013 -0.414 626 1.503 0.121 627 2.035 0.519 628 0.829 -0.561 629 1.953 0.424 630 2.013 0.566 631 1.525 -0.009 632 2.039 0.552 633 1.696 0.265 634 0.832 -0.560 635 1.995 0.544 636 1.008 -0.381 637 1.003 -0.387 638 1.106 -0.292 639 1.567 0.184 640 1.443 -0.043 641 1.701 0.166 642 1.050 -0.334 643 2.037 0.487 644 1.749 0.366 645 1.217 -0.177 646 1.521 -0.047 647 1.304 -0.115 648 1.051 -0.332 649 0.751 -0.633 650 2.054 0.589 651 1.484 -0.050 652 1.819 0.422 653 1.486 0.033 654 1.704 0.235 655 1.109 -0.326 656 1.728 0.173 657 1.005 -0.381 658 2.001 0.480 659 1.314 -0.234 660 1.890 0.490 661 1.147 -0.272 662 1.065 -0.336 663 1.995 0.531 664 0.755 -0.628 665 1.832 0.404 666 1.621 0.229 667 1.948 0.410 668 2.157 0.688 669 1.322 -0.095 670 1.627 0.128 671 1.512 0.109 672 0.858 -0.525 673 2.040 0.488 674 1.117 -0.266 675 1.788 0.339 676 1.512 0.128 677 0.966 -0.447 678 1.922 0.420 679 1.049 -0.338 680 1.621 0.212 681 1.575 0.085 682 1.377 -0.150 683 1.208 -0.196 684 1.536 0.151 685 1.759 0.301 686 1.288 -0.138 687 1.595 0.179 688 1.275 -0.130 689 1.486 0.026 690 2.115 0.632 691 1.631 0.071 692 1.369 -0.022 693 1.237 -0.236 694 1.559 0.074 695 1.246 -0.158 696 1.576 0.081 697 1.617 0.041 698 1.693 0.180 699 1.853 0.422 700 2.263 0.685 701 1.048 -0.346 702 1.850 0.456 703 1.787 0.204 704 1.275 -0.155 705 1.369 -0.102 706 1.413 -0.170 707 1.623 0.240 708 1.639 0.207 709 1.752 0.207 710 0.954 -0.429 711 1.924 0.460 712 1.406 -0.043 713 1.569 0.072 714 1.449 -0.132 715 2.121 0.578 716 1.075 -0.308 717 1.924 0.399 718 0.973 -0.416 719 1.733 0.289 720 1.391 -0.001 721 2.125 0.615 722 0.888 -0.499 723 1.967 0.428 724 1.048 -0.384 725 1.452 0.043 726 1.584 0.176 727 1.697 0.224 728 1.461 -0.088 729 1.549 0.134 730 2.277 0.726 731 1.910 0.421 732 1.730 0.346 733 1.459 0.039 734 1.343 -0.089 735 1.808 0.379 736 1.147 -0.236 737 1.569 0.070 738 1.060 -0.331 739 1.794 0.384 740 1.570 0.059 741 2.164 0.671 742 1.869 0.440 743 1.141 -0.251 744 2.106 0.646 745 1.285 -0.105 746 1.320 -0.088 747 1.643 0.259 748 0.952 -0.431 749 1.928 0.460 750 1.372 -0.016 751 1.296 -0.153 752 1.403 -0.040 753 1.238 -0.145 754 1.209 -0.224 755 1.682 0.167 756 1.317 -0.224 757 1.829 0.429 758 2.051 0.581 759 0.960 -0.428 760 1.197 -0.230 761 1.993 0.543 762 1.466 0.070 763 1.291 -0.203 764 1.769 0.335 765 1.619 0.222 766 1.931 0.472 767 1.899 0.496 768 1.690 0.295 769 1.736 0.333 770 1.092 -0.315 771 0.974 -0.409 772 1.438 -0.082 773 1.101 -0.301 774 1.687 0.299 775 1.629 0.236 776 1.393 -0.058 777 2.144 0.638 778 1.717 0.185 779 2.031 0.475 780 1.781 0.369 781 1.411 -0.026 782 NA NA 783 1.029 -0.355 784 1.482 -0.041 785 1.263 -0.258 786 1.838 0.395 787 1.443 0.036 788 1.930 0.528 789 1.897 0.421 790 1.482 0.095 791 1.556 0.144 792 1.471 0.036 793 1.716 0.312 794 1.180 -0.226 795 1.080 -0.308 796 1.057 -0.378 797 2.113 0.605 798 1.595 0.199 799 1.459 0.059 800 1.193 -0.255 801 2.235 0.679 802 1.713 0.313 803 2.156 0.659 804 1.212 -0.294 805 1.738 0.198 806 1.543 0.011 807 1.774 0.384 808 1.371 -0.018 809 1.291 -0.097 810 1.898 0.340 811 1.486 -0.043 812 2.178 0.679 813 1.452 0.057 814 1.468 -0.019 815 1.346 -0.045 816 1.621 0.238 817 1.618 0.211 818 2.059 0.624 819 2.005 0.544 820 1.529 0.089 821 2.006 0.430 822 1.355 -0.171 823 1.387 -0.151 824 0.845 -0.540 825 1.702 0.315 826 NA NA 827 1.796 0.335 828 1.668 0.158 829 2.090 0.551 830 1.584 0.067 831 1.085 -0.312 832 1.314 -0.130 833 1.888 0.373 834 1.909 0.325 835 2.127 0.619 836 1.383 -0.174 837 1.826 0.370 838 1.266 -0.127 839 1.552 -0.020 840 2.157 0.613 841 1.625 0.160 842 1.792 0.312 843 1.013 -0.370 844 1.766 0.201 845 1.728 0.234 846 1.240 -0.171 847 1.352 -0.168 848 1.781 0.350 849 1.098 -0.289 850 1.437 0.051 851 1.652 0.235 852 1.735 0.352 853 1.108 -0.295 854 1.643 0.106 855 1.725 0.230 856 1.704 0.158 857 1.530 0.112 858 1.303 -0.139 859 1.305 -0.219 860 1.553 0.040 861 1.122 -0.273 862 1.109 -0.307 863 1.411 -0.085 864 1.254 -0.131 865 1.655 0.100 866 2.011 0.539 867 1.688 0.163 868 2.032 0.562 869 2.032 0.463 870 1.741 0.341 871 1.606 0.190 872 1.572 0.184 873 1.153 -0.245 874 1.368 -0.046 875 1.029 -0.385 876 1.584 0.201 877 1.807 0.384 878 1.971 0.560 879 1.725 0.194 880 1.076 -0.325 881 1.657 0.112 882 1.799 0.255 883 1.752 0.361 884 1.696 0.267 885 1.078 -0.361 886 1.496 0.078 887 1.895 0.498 888 1.552 0.167 889 1.261 -0.182 890 1.497 0.059 891 1.989 0.403 892 1.858 0.379 893 1.962 0.546 894 2.093 0.545 895 1.340 -0.043 896 1.529 0.058 897 2.068 0.619 898 1.559 0.137 899 1.049 -0.366 900 2.033 0.587 901 1.909 0.445 902 1.063 -0.327 903 1.447 0.039 904 2.101 0.555 905 1.433 0.010 906 0.779 -0.605 907 2.237 0.735 908 1.564 0.082 909 1.806 0.255 910 1.777 0.334 911 1.764 0.255 912 1.429 -0.019 913 1.553 0.164 914 1.339 -0.048 915 1.322 -0.060 916 1.337 -0.066 917 1.704 0.275 918 1.384 -0.041 919 2.085 0.535 920 2.074 0.558 921 1.223 -0.199 922 1.566 0.149 923 1.740 0.355 924 1.369 -0.125 925 0.964 -0.424 926 1.542 0.046 927 1.580 0.143 928 0.944 -0.459 929 1.178 -0.236 930 0.865 -0.518 931 1.761 0.378 932 2.193 0.665 933 1.300 -0.204 934 1.383 -0.145 935 0.973 -0.412 936 1.805 0.356 937 1.197 -0.282 938 2.033 0.583 939 1.270 -0.187 940 1.488 0.092 941 2.140 0.601 942 1.125 -0.279 943 1.609 0.176 944 1.509 -0.055 945 1.774 0.376 946 1.661 0.258 947 0.938 -0.472 948 1.289 -0.200 949 1.293 -0.203 950 1.196 -0.292 951 1.827 0.435 952 1.693 0.164 953 1.367 -0.108 954 1.241 -0.281 955 NA NA 956 1.093 -0.358 957 1.734 0.351 958 1.396 -0.036 959 1.058 -0.331 960 1.494 0.020 961 1.507 0.077 962 1.140 -0.309 963 1.698 0.231 964 1.092 -0.339 965 1.111 -0.276 966 1.497 -0.088 967 1.151 -0.315 968 2.110 0.545 969 1.248 -0.153 970 1.294 -0.092 971 1.231 -0.251 972 1.282 -0.179 973 2.221 0.658 974 2.130 0.649 975 1.831 0.424 976 1.203 -0.295 977 1.601 0.184 978 1.118 -0.298 979 1.070 -0.315 980 1.552 0.166 981 1.142 -0.244 982 1.835 0.312 983 1.407 -0.146 984 1.362 -0.203 985 1.367 -0.028 986 1.332 -0.228 987 1.753 0.294 988 0.781 -0.604 989 1.638 0.221 990 1.695 0.291 991 1.170 -0.243 992 1.250 -0.237 993 2.258 0.714 994 1.652 0.265 995 2.020 0.556 996 1.503 -0.055 997 1.483 -0.059 998 1.384 -0.108 999 1.930 0.434 1000 1.311 -0.079 1001 1.460 0.059 1002 1.560 0.046 1003 1.588 0.204 1004 1.497 -0.058 1005 1.143 -0.264 1006 1.436 -0.143 1007 1.809 0.389 1008 1.462 -0.063 1009 2.047 0.545 1010 1.445 0.062 1011 1.350 -0.213 1012 1.494 0.100 1013 1.160 -0.231 1014 1.166 -0.285 1015 1.942 0.406 1016 1.236 -0.180 1017 1.696 0.125 1018 1.354 -0.062 1019 0.737 -0.646 1020 1.804 0.366 1021 1.353 -0.107 1022 1.759 0.349 1023 1.285 -0.113 1024 1.133 -0.273 1025 0.977 -0.444 1026 1.410 0.019 1027 1.381 -0.045 1028 1.415 0.012 1029 0.973 -0.414 1030 2.040 0.607 1031 1.147 -0.248 1032 1.391 -0.062 1033 1.740 0.255 1034 2.300 0.749 1035 1.162 -0.286 1036 NA NA 1037 1.079 -0.305 1038 1.763 0.380 1039 0.865 -0.531 1040 1.071 -0.361 1041 1.793 0.290 1042 1.126 -0.256 1043 1.279 -0.252 1044 NA NA 1045 1.260 -0.123 1046 1.051 -0.335 1047 2.122 0.660 1048 1.827 0.417 1049 1.377 -0.123 1050 1.341 -0.146 1051 1.493 0.109 1052 1.926 0.518 1053 1.187 -0.297 1054 2.080 0.590 1055 1.444 0.041 1056 1.239 -0.239 1057 1.942 0.523 1058 1.102 -0.290 1059 1.824 0.337 1060 1.140 -0.281 1061 2.172 0.623 1062 1.711 0.328 1063 1.418 -0.035 1064 1.451 0.049 1065 1.603 0.062 1066 1.723 0.321 1067 2.023 0.508 1068 2.066 0.529 1069 2.216 0.700 1070 1.926 0.422 1071 1.188 -0.223 1072 1.027 -0.360 1073 1.520 0.061 1074 2.031 0.546 1075 1.905 0.386 1076 2.106 0.624 1077 2.244 0.659 1078 1.225 -0.285 1079 1.629 0.245 1080 1.359 -0.034 1081 1.421 -0.054 1082 1.897 0.438 1083 1.650 0.255 1084 2.126 0.567 1085 1.008 -0.377 1086 1.082 -0.307 1087 1.025 -0.388 1088 1.665 0.197 1089 1.299 -0.242 1090 1.136 -0.308 1091 1.678 0.141 1092 1.917 0.456 1093 1.538 0.020 1094 1.612 0.229 1095 0.984 -0.431 1096 0.800 -0.582 1097 1.509 0.123 1098 2.274 0.752 1099 1.493 -0.039 1100 1.264 -0.169 1101 1.272 -0.215 1102 0.986 -0.405 1103 2.074 0.628 1104 2.078 0.591 1105 1.975 0.414 1106 0.995 -0.412 1107 1.715 0.253 1108 1.552 0.156 1109 1.388 0.005 1110 1.387 -0.201 1111 0.895 -0.492 1112 0.956 -0.428 1113 1.848 0.451 1114 1.420 0.031 1115 1.212 -0.193 1116 1.667 0.180 1117 1.611 0.214 1118 1.847 0.444 1119 1.032 -0.355 1120 2.243 0.674 1121 2.188 0.598 1122 1.697 0.114 1123 1.123 -0.276 1124 1.542 0.155 1125 0.855 -0.537 1126 1.797 0.280 1127 1.691 0.296 1128 1.727 0.342 1129 1.845 0.394 1130 2.045 0.577 1131 1.013 -0.372 1132 1.277 -0.253 1133 1.827 0.304 1134 1.333 -0.089 1135 1.164 -0.293 1136 1.021 -0.382 1137 2.256 0.715 1138 1.359 -0.079 1139 1.836 0.442 1140 1.221 -0.289 1141 1.968 0.402 1142 1.503 -0.051 1143 2.361 0.776 1144 1.632 0.216 1145 2.094 0.611 1146 1.418 0.013 1147 2.058 0.545 1148 2.072 0.614 1149 1.569 0.164 1150 1.739 0.296 1151 1.767 0.241 1152 1.933 0.452 1153 1.241 -0.143 1154 1.294 -0.089 1155 1.872 0.308 1156 1.078 -0.349 1157 2.190 0.662 1158 1.539 0.106 1159 1.677 0.291 1160 1.457 -0.024 1161 1.102 -0.317 1162 1.825 0.285 1163 1.157 -0.284 1164 1.644 0.248 1165 2.006 0.452 1166 1.295 -0.109 1167 1.445 -0.024 1168 0.897 -0.489 1169 1.375 -0.008 1170 1.701 0.258 1171 1.218 -0.200 1172 1.856 0.269 1173 1.350 -0.155 1174 1.706 0.303 1175 1.393 -0.029 1176 1.708 0.169 1177 1.885 0.297 1178 2.086 0.555 1179 1.971 0.560 1180 1.741 0.316 1181 0.882 -0.506 1182 1.206 -0.288 1183 1.554 0.107 1184 1.893 0.487 1185 1.432 0.012 1186 1.185 -0.209 1187 0.815 -0.574 1188 1.411 0.028 1189 1.487 -0.015 1190 1.329 -0.184 1191 1.514 0.120 1192 1.833 0.441 1193 1.958 0.430 1194 1.337 -0.097 1195 1.347 -0.218 1196 1.240 -0.275 1197 0.957 -0.441 1198 1.481 -0.041 1199 1.401 -0.026 1200 2.074 0.544 1201 1.304 -0.216 1202 1.580 0.045 1203 1.937 0.528 1204 1.310 -0.106 1205 1.361 -0.024 1206 2.274 0.749 1207 1.630 0.247 1208 1.897 0.330 1209 1.638 0.080 1210 2.159 0.680 1211 1.839 0.376 1212 1.545 0.041 1213 1.898 0.468 1214 1.367 -0.177 1215 1.309 -0.217 1216 1.355 -0.218 1217 1.487 0.034 1218 0.927 -0.458 1219 1.239 -0.177 1220 1.328 -0.233 1221 1.223 -0.163 1222 1.561 0.147 1223 1.613 0.204 1224 1.745 0.245 1225 0.989 -0.394 1226 1.949 0.487 1227 2.194 0.679 1228 1.589 0.052 1229 2.096 0.545 1230 1.134 -0.250 1231 0.801 -0.583 1232 1.035 -0.383 1233 1.152 -0.319 1234 1.666 0.280 1235 1.652 0.243 1236 1.815 0.259 1237 1.511 0.117 1238 1.836 0.311 1239 1.801 0.362 1240 1.352 -0.205 1241 1.419 -0.064 1242 0.988 -0.437 1243 2.094 0.573 1244 1.660 0.251 1245 NA NA 1246 1.710 0.289 1247 1.415 -0.017 1248 1.579 0.178 1249 1.177 -0.265 1250 1.499 0.001 1251 1.781 0.393 1252 1.413 -0.043 1253 1.339 -0.045 1254 1.763 0.377 1255 2.060 0.583 1256 1.283 -0.122 1257 1.540 0.039 1258 1.682 0.095 1259 1.526 0.095 1260 1.584 0.199 1261 1.141 -0.242 1262 1.984 0.536 1263 2.063 0.597 1264 1.683 0.150 1265 0.822 -0.561 1266 1.583 0.199 1267 2.201 0.704 1268 1.190 -0.215 1269 1.671 0.269 1270 1.618 0.234 1271 1.543 0.140 1272 1.020 -0.390 1273 1.464 0.055 1274 2.021 0.562 1275 1.885 0.456 1276 1.728 0.162 1277 1.572 0.182 1278 1.814 0.294 1279 1.961 0.510 1280 1.994 0.517 1281 1.184 -0.243 1282 1.092 -0.298 1283 1.637 0.226 1284 1.292 -0.090 1285 1.624 0.209 1286 1.437 -0.057 1287 1.806 0.420 1288 1.984 0.439 1289 1.171 -0.265 1290 2.344 0.759 1291 2.042 0.519 1292 1.121 -0.273 1293 1.061 -0.382 1294 1.272 -0.225 1295 1.860 0.359 1296 1.246 -0.140 1297 1.296 -0.141 1298 1.388 -0.018 1299 0.897 -0.488 1300 1.851 0.433 1301 1.772 0.366 1302 1.406 0.001 1303 1.665 0.150 1304 1.805 0.301 1305 1.536 0.008 1306 1.400 -0.008 1307 1.358 -0.051 1308 1.563 0.152 1309 1.966 0.409 1310 1.685 0.188 1311 1.845 0.443 1312 0.945 -0.441 1313 1.410 -0.025 1314 2.226 0.684 1315 1.662 0.207 1316 1.598 0.204 1317 1.747 0.322 1318 1.795 0.225 1319 1.199 -0.184 1320 1.841 0.307 1321 1.084 -0.339 1322 1.358 -0.060 1323 1.614 0.025 1324 1.656 0.171 1325 1.396 -0.007 1326 1.626 0.161 1327 1.880 0.422 1328 1.123 -0.313 1329 0.915 -0.477 1330 1.355 -0.103 1331 1.535 0.133 1332 1.039 -0.349 1333 1.590 0.205 1334 1.970 0.473 1335 2.298 0.753 1336 1.465 0.073 1337 1.298 -0.086 1338 1.119 -0.341 1339 1.336 -0.096 1340 1.437 -0.108 1341 1.627 0.225 1342 1.076 -0.377 1343 0.938 -0.455 1344 0.873 -0.513 1345 1.380 -0.002 1346 1.578 0.187 1347 1.691 0.303 1348 1.733 0.349 1349 1.629 0.201 1350 1.473 -0.102 1351 1.268 -0.185 1352 1.634 0.059 1353 1.616 0.228 1354 1.374 -0.079 1355 2.056 0.535 1356 1.871 0.382 1357 1.574 0.157 1358 1.392 -0.042 1359 1.391 -0.131 1360 1.748 0.304 1361 1.696 0.311 1362 1.115 -0.272 1363 0.823 -0.565 1364 1.579 0.195 1365 1.390 -0.042 1366 1.433 -0.071 1367 1.362 -0.045 1368 1.330 -0.053 1369 1.698 0.142 1370 1.621 0.237 1371 1.392 -0.144 1372 1.314 -0.080 1373 1.418 -0.154 1374 2.124 0.538 1375 1.560 0.165 1376 1.627 0.205 1377 1.029 -0.354 1378 1.258 -0.157 1379 1.097 -0.287 1380 1.854 0.277 1381 1.811 0.419 1382 1.859 0.358 1383 1.112 -0.349 1384 1.594 0.181 1385 1.786 0.322 1386 2.285 0.743 1387 2.261 0.691 1388 1.264 -0.122 1389 1.406 -0.021 1390 1.308 -0.116 1391 1.908 0.440 1392 1.481 0.057 1393 1.746 0.224 1394 1.291 -0.171 1395 2.342 0.787 1396 1.287 -0.100 1397 1.111 -0.301 1398 1.927 0.464 1399 1.553 -0.006 1400 1.329 -0.187 1401 2.115 0.571 1402 1.446 0.055 1403 1.397 -0.150 1404 1.501 0.097 1405 1.835 0.406 1406 1.166 -0.220 1407 1.659 0.271 1408 1.896 0.338 1409 1.894 0.496 1410 1.800 0.415 1411 0.922 -0.467 1412 1.481 -0.002 1413 1.101 -0.347 1414 1.462 0.048 1415 2.064 0.543 1416 1.720 0.221 1417 2.172 0.606 1418 1.676 0.188 1419 1.159 -0.290 1420 1.221 -0.168 1421 2.071 0.487 1422 1.797 0.337 1423 1.208 -0.216 1424 1.748 0.360 1425 1.126 -0.295 1426 1.267 -0.193 1427 1.388 -0.079 1428 1.020 -0.366 1429 1.685 0.302 1430 1.527 0.122 1431 2.131 0.632 1432 2.054 0.562 1433 2.209 0.712 1434 1.467 -0.111 1435 1.786 0.222 1436 1.583 0.095 1437 1.456 0.065 1438 1.078 -0.323 1439 1.363 -0.189 1440 1.452 0.069 1441 1.788 0.302 1442 1.075 -0.308 1443 1.074 -0.317 1444 1.341 -0.090 1445 0.936 -0.454 1446 1.521 0.113 1447 1.624 0.237 1448 2.304 0.756 1449 1.085 -0.367 1450 1.083 -0.345 1451 1.283 -0.228 1452 1.394 0.006 1453 1.863 0.467 1454 1.285 -0.109 1455 1.435 0.039 1456 1.445 -0.033 1457 1.324 -0.064 1458 2.143 0.674 1459 2.263 0.711 1460 1.322 -0.172 1461 1.682 0.281 1462 1.255 -0.165 1463 1.795 0.395 1464 1.677 0.231 1465 1.301 -0.095 1466 0.979 -0.437 1467 1.373 -0.170 1468 1.926 0.476 1469 1.932 0.477 1470 1.514 -0.067 1471 1.877 0.374 1472 1.399 -0.042 1473 1.631 0.233 1474 1.036 -0.351 1475 1.067 -0.346 1476 1.827 0.335 1477 2.011 0.542 1478 1.402 0.018 1479 1.525 0.136 1480 1.780 0.392 1481 1.061 -0.328 1482 1.519 0.009 1483 1.362 -0.066 1484 1.782 0.394 1485 1.643 0.062 1486 1.604 0.085 1487 1.518 0.131 1488 1.301 -0.249 1489 1.280 -0.168 1490 1.046 -0.340 1491 2.324 0.761 1492 1.950 0.494 1493 0.950 -0.437 1494 1.807 0.328 1495 1.137 -0.249 1496 1.113 -0.271 1497 0.918 -0.487 1498 1.513 0.128 1499 1.301 -0.081 1500 1.667 0.259 > all( is.na( predict( testTobit2TwoStep, type = "conditional" )[ + !t2Dat$ys[ t2Samp ], ] ) ) [1] TRUE > all.equal( predict( testTobit2TwoStep, type = "conditional" )[ + t2Dat$ys[ t2Samp ], ], + predict( testTobit2TwoStep, newdata = t2Dat[ t2Samp & t2Dat$ys, ], + type = "conditional" ) ) [1] TRUE > t2oSamp <- !is.na( t2Dat$yo ) & !is.na( t2Dat$xo ) > all.equal( + predict( testTobit2TwoStep, newdata = t2Dat[ t2Samp & t2Dat$ys, ], + type = "conditional" )[ , 2 ], + fitted( testTobit2TwoStep, part = "outcome" )[ t2Dat$ys[ t2Samp ] ] ) [1] TRUE > all.equal( + predict( testTobit2TwoStep, newdata = t2Dat[ , c( "xs", "xo" ) ], + type = "conditional" ), + predict( testTobit2TwoStep, newdata = t2Dat, type = "conditional" ) ) [1] TRUE > mmoTestTobit2TwoStep <- model.matrix( testTobit2TwoStep, part = "outcome" ) > print( mmoTestTobit2TwoStep ) XO(Intercept) XOxo imrData$IMR1 1 NA NA NA 2 NA NA NA 3 1 0.07401 0.413 4 1 0.95723 0.523 5 1 0.46530 0.404 6 1 0.00326 0.720 7 1 0.39035 0.313 8 1 0.76660 0.277 9 1 0.41193 0.335 10 NA NA NA 11 1 0.41993 0.756 12 NA NA NA 13 1 0.35496 0.307 14 NA NA NA 15 1 0.60308 0.359 16 1 0.63133 0.522 17 1 0.96581 0.659 18 1 0.68247 0.511 19 1 0.39235 0.314 21 NA NA NA 22 NA NA NA 23 1 0.80146 0.793 24 1 0.79846 0.677 25 1 0.52520 0.330 26 NA NA NA 27 1 0.39076 0.442 28 1 0.00369 0.710 29 1 0.79226 0.409 30 1 0.47795 0.779 31 NA NA NA 32 1 0.07027 0.349 33 NA NA NA 35 NA NA NA 36 NA NA NA 37 1 0.24720 0.300 38 1 0.23602 0.762 39 1 0.13112 0.733 40 1 0.43280 0.368 41 1 0.48884 0.483 42 1 0.02863 0.396 43 1 0.92006 0.775 44 1 0.60407 0.507 45 1 0.03711 0.618 46 NA NA NA 47 NA NA NA 48 1 0.25850 0.519 49 1 0.07775 0.564 50 NA NA NA 51 1 0.93719 0.385 52 NA NA NA 53 NA NA NA 54 1 0.58138 0.655 55 NA NA NA 56 1 0.39105 0.738 57 1 0.37097 0.671 58 NA NA NA 59 NA NA NA 60 NA NA NA 61 1 0.43088 0.532 62 1 0.68957 0.398 63 NA NA NA 64 1 0.89454 0.608 65 1 0.77017 0.754 66 NA NA NA 67 1 0.56610 0.312 68 1 0.19778 0.576 69 1 0.92153 0.589 70 1 0.03814 0.367 71 NA NA NA 72 1 0.46946 0.540 73 1 0.28704 0.716 74 1 0.26507 0.717 75 1 0.88072 0.717 76 NA NA NA 77 NA NA NA 78 1 0.07181 0.288 79 NA NA NA 80 1 0.02621 0.346 81 1 0.53150 0.335 82 NA NA NA 83 1 0.08862 0.292 84 NA NA NA 85 1 0.91862 0.507 86 1 0.30633 0.497 87 1 0.42223 0.690 88 NA NA NA 89 NA NA NA 90 NA NA NA 91 1 0.22254 0.392 92 1 0.34665 0.700 93 1 0.56140 0.580 94 NA NA NA 95 1 0.93871 0.781 96 1 0.85942 0.742 97 NA NA NA 98 NA NA NA 99 1 0.65602 0.474 100 1 0.58620 0.445 101 1 0.14746 0.315 102 1 0.98237 0.707 103 NA NA NA 104 NA NA NA 105 NA NA NA 106 1 0.93957 0.274 107 NA NA NA 108 1 0.56855 0.668 109 NA NA NA 110 NA NA NA 111 1 0.45983 0.476 112 1 0.68807 0.394 113 NA NA NA 114 1 0.76034 0.604 115 NA NA NA 116 1 0.46940 0.302 117 NA NA NA 118 1 0.14666 0.390 119 1 0.85866 0.503 120 1 0.92618 0.479 121 NA NA NA 122 NA NA NA 124 1 0.70409 0.315 125 1 0.47507 0.672 126 1 0.00133 0.568 127 NA NA NA 128 1 0.75385 0.622 129 1 0.63508 0.752 130 1 0.77852 0.470 131 1 0.51234 0.489 132 1 0.33300 0.462 133 1 0.76508 0.523 134 1 0.73063 0.277 135 1 0.71727 0.538 136 1 0.32557 0.335 137 NA NA NA 138 1 0.94069 0.403 139 1 0.28650 0.439 140 1 0.29498 0.711 141 1 0.66123 0.317 142 1 0.82010 0.376 143 NA NA NA 144 NA NA NA 145 1 0.07566 0.422 146 1 0.93410 0.287 147 1 0.07907 0.709 148 1 0.73354 0.629 150 1 0.46476 0.448 151 1 0.04198 0.587 152 1 0.00503 0.362 153 1 0.48446 0.366 154 1 0.53207 0.424 155 1 0.70536 0.465 156 1 0.65173 0.740 157 1 0.73292 0.771 158 NA NA NA 159 1 0.64246 0.451 160 NA NA NA 161 1 0.27743 0.489 162 NA NA NA 163 1 0.44121 0.281 164 1 0.67567 0.477 165 NA NA NA 166 NA NA NA 167 1 0.62760 0.762 168 NA NA NA 169 NA NA NA 170 1 0.47048 0.589 171 1 0.81022 0.558 172 NA NA NA 173 1 0.10410 0.639 174 1 0.18915 0.458 175 1 0.39715 0.279 176 1 0.88646 0.419 177 NA NA NA 178 NA NA NA 179 1 0.28308 0.306 180 NA NA NA 181 1 0.50668 0.336 182 1 0.13893 0.553 183 NA NA NA 184 NA NA NA 185 1 0.51377 0.346 186 1 0.99613 0.368 187 1 0.71812 0.581 188 1 0.92548 0.504 189 NA NA NA 190 1 0.28705 0.442 191 1 0.22375 0.506 192 1 0.23935 0.284 193 1 0.65626 0.568 194 1 0.38243 0.360 195 1 0.66551 0.420 196 1 0.63658 0.515 197 NA NA NA 198 1 0.61728 0.770 199 1 0.47772 0.568 200 1 0.64120 0.583 201 1 0.15813 0.323 202 NA NA NA 203 NA NA NA 204 1 0.83864 0.711 205 NA NA NA 206 1 0.93723 0.340 207 NA NA NA 208 1 0.84607 0.387 209 1 0.39432 0.336 210 1 0.16526 0.547 211 NA NA NA 212 1 0.07684 0.514 213 1 0.02954 0.399 214 1 0.13306 0.356 215 1 0.13699 0.539 216 1 0.83654 0.515 217 1 0.99063 0.599 218 1 0.70536 0.273 219 1 0.55301 0.719 220 1 0.43084 0.562 221 1 0.55112 0.739 222 1 0.18690 0.297 223 1 0.87005 0.273 224 1 0.00131 0.507 225 NA NA NA 226 NA NA NA 227 NA NA NA 228 1 0.77138 0.607 229 1 0.79492 0.336 230 1 0.75741 0.511 231 1 0.78652 0.523 232 1 0.63968 0.395 233 1 0.70265 0.546 234 1 0.39974 0.567 235 1 0.47418 0.423 236 NA NA NA 237 NA NA NA 238 1 0.46756 0.583 239 1 0.64618 0.786 240 1 0.02816 0.277 241 1 0.35463 0.310 242 1 0.48552 0.451 243 1 0.79299 0.750 244 NA NA NA 245 1 0.64053 0.357 246 1 0.50983 0.574 247 NA NA NA 248 1 0.80548 0.340 249 1 0.95447 0.564 250 NA NA NA 251 1 0.26666 0.750 252 NA NA NA 253 1 0.48580 0.320 254 1 0.85697 0.344 255 NA NA NA 256 NA NA NA 257 1 0.71002 0.307 258 1 0.43936 0.436 259 1 0.87887 0.359 260 1 0.14138 0.296 261 1 0.21291 0.504 262 NA NA NA 263 1 0.69994 0.638 264 1 0.47685 0.356 265 1 0.43980 0.414 266 1 0.18641 0.564 267 NA NA NA 268 1 0.09791 0.270 269 1 0.80739 0.423 270 1 0.05914 0.482 271 1 0.34413 0.380 272 1 0.88456 0.320 273 1 0.96110 0.386 274 1 0.33134 0.428 275 1 0.64086 0.634 276 NA NA NA 277 NA NA NA 278 1 0.47885 0.282 279 1 0.53106 0.338 280 1 0.69494 0.656 281 1 0.40580 0.297 282 1 0.35029 0.734 283 1 0.34428 0.671 284 1 0.81163 0.367 285 1 0.54979 0.332 286 1 0.53576 0.561 287 NA NA NA 288 NA NA NA 289 1 0.53722 0.344 290 1 0.97118 0.436 291 NA NA NA 292 1 0.03510 0.301 293 1 0.63035 0.451 294 1 0.08414 0.672 295 NA NA NA 296 1 0.30930 0.282 297 1 0.56758 0.341 298 1 0.53072 0.597 299 NA NA NA 300 1 0.34694 0.693 301 NA NA NA 302 1 0.95146 0.445 303 1 0.59155 0.511 304 1 0.72018 0.524 305 NA NA NA 306 NA NA NA 307 NA NA NA 308 1 0.05901 0.609 309 1 0.62474 0.785 310 1 0.20896 0.351 311 1 0.93954 0.346 312 1 0.14413 0.430 313 1 0.39022 0.574 314 1 0.02777 0.596 315 1 0.75725 0.323 316 1 0.66177 0.793 317 NA NA NA 318 1 0.92642 0.558 319 NA NA NA 320 NA NA NA 321 1 0.27135 0.613 322 1 0.81382 0.301 323 1 0.10954 0.594 324 1 0.74344 0.437 325 1 0.08432 0.384 326 NA NA NA 327 1 0.44296 0.297 328 1 0.35797 0.307 329 1 0.05197 0.392 330 1 0.30582 0.524 331 NA NA NA 332 1 0.58276 0.436 333 1 0.90039 0.328 334 NA NA NA 335 1 0.10917 0.506 336 1 0.34867 0.279 337 1 0.01771 0.502 338 NA NA NA 339 1 0.00521 0.442 340 1 0.88217 0.320 341 NA NA NA 342 NA NA NA 343 1 0.48532 0.489 344 1 0.80137 0.782 345 NA NA NA 346 1 0.98676 0.377 347 1 0.47280 0.571 348 NA NA NA 349 1 0.18618 0.628 350 1 0.18131 0.717 351 1 0.09873 0.440 352 1 0.39725 0.519 353 NA NA NA 354 1 0.92007 0.624 355 NA NA NA 356 1 0.15525 0.288 357 1 0.62820 0.446 358 1 0.58253 0.312 359 NA NA NA 360 1 0.69029 0.497 361 1 0.98709 0.601 362 NA NA NA 363 1 0.44691 0.659 364 1 0.35232 0.409 365 1 0.15971 0.318 366 1 0.00727 0.290 367 1 0.36644 0.287 368 1 0.28439 0.576 369 1 0.76235 0.307 370 1 0.82361 0.272 371 NA NA NA 372 1 0.37363 0.477 373 NA NA NA 374 1 0.41791 0.741 375 NA NA NA 376 NA NA NA 377 1 0.11835 0.383 378 1 0.95070 0.763 379 1 0.90394 0.601 380 1 0.73896 0.625 381 1 0.22024 0.463 382 1 0.53486 0.519 383 1 0.23628 0.535 384 NA NA NA 385 NA NA NA 386 1 0.05956 0.340 387 1 0.14116 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0.72098 0.676 1278 1 0.55380 0.345 1279 1 0.85611 0.460 1280 1 0.81978 0.409 1281 1 0.18540 0.519 1282 NA NA NA 1283 1 0.67412 0.569 1284 NA NA NA 1285 NA NA NA 1286 1 0.24799 0.380 1287 1 0.97695 0.711 1288 1 0.66650 0.314 1289 1 0.14505 0.495 1290 1 0.93931 0.274 1291 1 0.76669 0.342 1292 1 0.26790 0.653 1293 1 0.01770 0.477 1294 1 0.08415 0.376 1295 1 0.63767 0.371 1296 1 0.43647 0.704 1297 1 0.25938 0.491 1298 NA NA NA 1299 1 0.11809 0.721 1300 1 0.85202 0.544 1301 NA NA NA 1302 NA NA NA 1303 NA NA NA 1304 NA NA NA 1305 1 0.27332 0.335 1306 NA NA NA 1307 NA NA NA 1308 NA NA NA 1309 1 0.62809 0.302 1310 NA NA NA 1311 1 0.91010 0.604 1312 NA NA NA 1313 1 0.37226 0.494 1314 1 0.90495 0.318 1315 1 0.55736 0.449 1316 1 0.71754 0.647 1317 NA NA NA 1318 NA NA NA 1319 1 0.44674 0.767 1320 1 0.55316 0.328 1321 1 0.10229 0.529 1322 1 0.38085 0.544 1323 1 0.23578 0.270 1324 1 0.47695 0.394 1325 NA NA NA 1326 NA NA NA 1327 NA NA NA 1328 1 0.09904 0.495 1329 1 0.07749 0.659 1330 1 0.25803 0.445 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0.62453 0.561 1385 1 0.65456 0.433 1386 1 0.96098 0.319 1387 1 0.88624 0.288 1388 NA NA NA 1389 NA NA NA 1390 1 0.31314 0.526 1391 1 0.75882 0.424 1392 1 0.47761 0.526 1393 NA NA NA 1394 1 0.18472 0.435 1395 1 0.99014 0.303 1396 NA NA NA 1397 1 0.16765 0.564 1398 1 0.79054 0.434 1399 1 0.23033 0.299 1400 1 0.09980 0.351 1401 1 0.79518 0.316 1402 NA NA NA 1403 1 0.10257 0.312 1404 1 0.57377 0.596 1405 1 0.79671 0.509 1406 NA NA NA 1407 NA NA NA 1408 NA NA NA 1409 1 0.98149 0.628 1410 1 0.99071 0.733 1411 NA NA NA 1412 NA NA NA 1413 NA NA NA 1414 1 0.49435 0.556 1415 1 0.79074 0.344 1416 1 0.50951 0.375 1417 1 0.80797 0.292 1418 1 0.49041 0.390 1419 1 0.09314 0.462 1420 1 0.39274 0.683 1421 1 0.68000 0.275 1422 1 0.67291 0.439 1423 1 0.21486 0.524 1424 1 0.90742 0.696 1425 NA NA NA 1426 1 0.16729 0.439 1427 NA NA NA 1428 NA NA NA 1429 NA NA NA 1430 1 0.59344 0.591 1431 NA NA NA 1432 1 0.84392 0.385 1433 1 0.97925 0.377 1434 1 0.11459 0.280 1435 1 0.44312 0.294 1436 NA NA NA 1437 NA NA NA 1438 NA NA NA 1439 1 0.06220 0.307 1440 NA NA NA 1441 1 0.60193 0.394 1442 NA NA NA 1443 1 0.24339 0.674 1444 1 0.32011 0.505 1445 NA NA NA 1446 1 0.57467 0.579 1447 NA NA NA 1448 1 0.96744 0.311 1450 1 0.08347 0.513 1451 1 0.06496 0.356 1452 NA NA NA 1453 1 0.96026 0.637 1454 1 0.41979 0.648 1455 1 0.55325 0.638 1456 1 0.29433 0.408 1457 1 0.50115 0.694 1458 1 0.98027 0.422 1459 1 0.92176 0.308 1460 1 0.13849 0.381 1461 1 0.76166 0.611 1462 1 0.27554 0.538 1463 1 0.87378 0.615 1464 1 0.59703 0.470 1465 NA NA NA 1466 1 0.02864 0.553 1467 1 0.08792 0.317 1468 NA NA NA 1469 NA NA NA 1470 1 0.15398 0.278 1471 1 0.64862 0.367 1472 1 0.34688 0.482 1473 1 0.72849 0.626 1475 1 0.12416 0.563 1476 NA NA NA 1477 NA NA NA 1478 1 0.62853 0.753 1479 1 0.68139 0.681 1480 1 0.93122 0.688 1481 NA NA NA 1482 1 0.29331 0.358 1483 1 0.35065 0.514 1484 1 0.94036 0.696 1485 1 0.27722 0.278 1486 1 0.35528 0.346 1487 1 0.69378 0.702 1488 1 0.00601 0.309 1489 1 0.21058 0.463 1490 1 0.25727 0.718 1491 1 0.95899 0.295 1492 NA NA NA 1493 1 0.15479 0.706 1494 NA NA NA 1495 1 0.34519 0.719 1496 1 0.34862 0.749 1497 1 0.01171 0.591 1498 NA NA NA 1499 NA NA NA 1500 NA NA NA attr(,"assign") [1] 1 1 2 > mmsTestTobit2TwoStep <- model.matrix( testTobit2TwoStep, part = "selection" ) > print( mmsTestTobit2TwoStep ) XS(Intercept) XSxs 1 1 0.989783 2 1 0.505087 3 1 0.660520 4 1 0.446553 5 1 0.679088 6 1 0.111979 7 1 0.886227 8 1 0.977813 9 1 0.832613 10 1 0.194162 11 1 0.057271 12 1 0.066386 13 1 0.901849 14 1 0.573553 15 1 0.778747 16 1 0.448250 17 1 0.211147 18 1 0.467604 19 1 0.884227 21 1 0.291558 22 1 0.944124 23 1 0.000718 24 1 0.180530 25 1 0.844751 26 1 0.297492 27 1 0.602188 28 1 0.128961 29 1 0.669585 30 1 0.022208 31 1 0.209919 32 1 0.799710 33 1 0.104068 35 1 0.576175 36 1 0.112046 37 1 0.919603 38 1 0.046812 39 1 0.091645 40 1 0.757409 41 1 0.521674 42 1 0.695780 43 1 0.027685 44 1 0.475480 45 1 0.279100 46 1 0.055972 47 1 0.351218 48 1 0.452381 49 1 0.372675 50 1 0.437870 51 1 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1374 1 0.990155 1375 1 0.243070 1376 1 0.428494 1377 1 0.012872 1378 1 0.385140 1379 1 0.070363 1380 1 0.966557 1381 1 0.215328 1382 1 0.751563 1383 1 0.611462 1384 1 0.377467 1385 1 0.618642 1386 1 0.872494 1387 1 0.948280 1388 1 0.123024 1389 1 0.458756 1390 1 0.439592 1391 1 0.637768 1392 1 0.440200 1393 1 0.818042 1394 1 0.615337 1395 1 0.910098 1396 1 0.136347 1397 1 0.371491 1398 1 0.617403 1399 1 0.919919 1400 1 0.796926 1401 1 0.878043 1402 1 0.190899 1403 1 0.888961 1404 1 0.316426 1405 1 0.470984 1406 1 0.126351 1407 1 0.142451 1408 1 0.917732 1409 1 0.261741 1410 1 0.092273 1411 1 0.171608 1412 1 0.690615 1413 1 0.555287 1414 1 0.385399 1415 1 0.812942 1416 1 0.742913 1417 1 0.939125 1418 1 0.708804 1419 1 0.562233 1420 1 0.171985 1421 1 0.984131 1422 1 0.607010 1423 1 0.444297 1424 1 0.151221 1425 1 0.423487 1426 1 0.606379 1427 1 0.631305 1428 1 0.120983 1429 1 0.054847 1430 1 0.325000 1431 1 0.744398 1432 1 0.719263 1433 1 0.738688 1434 1 0.968810 1435 1 0.933350 1436 1 0.705963 1437 1 0.191769 1438 1 0.289458 1439 1 0.900601 1440 1 0.015150 1441 1 0.701705 1442 1 0.043988 1443 1 0.186408 1444 1 0.479164 1445 1 0.179717 1446 1 0.345946 1447 1 0.134091 1448 1 0.889926 1450 1 0.463500 1451 1 0.784654 1452 1 0.162540 1453 1 0.247296 1454 1 0.229296 1455 1 0.245514 1456 1 0.671250 1457 1 0.154092 1458 1 0.642261 1459 1 0.899543 1460 1 0.730044 1461 1 0.291264 1462 1 0.419342 1463 1 0.283556 1464 1 0.546623 1465 1 0.240689 1466 1 0.391986 1467 1 0.876796 1468 1 0.563164 1469 1 0.587189 1470 1 0.976345 1471 1 0.759629 1472 1 0.523714 1473 1 0.265373 1475 1 0.373336 1476 1 0.722335 1477 1 0.640445 1478 1 0.061314 1479 1 0.174723 1480 1 0.163340 1481 1 0.158002 1482 1 0.780086 1483 1 0.462311 1484 1 0.150422 1485 1 0.975447 1486 1 0.807359 1487 1 0.141333 1488 1 0.895440 1489 1 0.559424 1490 1 0.115955 1491 1 0.930465 1492 1 0.589973 1493 1 0.135168 1494 1 0.678312 1495 1 0.115044 1496 1 0.067782 1497 1 0.325579 1498 1 0.091045 1499 1 0.002380 1500 1 0.342001 attr(,"assign") [1] 1 1 > mfTestTobit2TwoStep <- model.frame( testTobit2TwoStep ) > print( mfTestTobit2TwoStep ) ys (Intercept) xs yo xo invMillsRatio 1 0 1 0.989783 NA NA NA 2 0 1 0.505087 NA NA NA 3 1 1 0.660520 1.073538 0.07401 0.413 4 1 1 0.446553 0.277669 0.95723 0.523 5 1 1 0.679088 0.514863 0.46530 0.404 6 1 1 0.111979 -1.166862 0.00326 0.720 7 1 1 0.886227 1.026520 0.39035 0.313 8 1 1 0.977813 1.253367 0.76660 0.277 9 1 1 0.832613 -0.811407 0.41193 0.335 10 0 1 0.194162 NA NA NA 11 1 1 0.057271 -1.240127 0.41993 0.756 12 0 1 0.066386 NA NA NA 13 1 1 0.901849 2.105005 0.35496 0.307 14 0 1 0.573553 NA NA NA 15 1 1 0.778747 0.611808 0.60308 0.359 16 1 1 0.448250 1.302476 0.63133 0.522 17 1 1 0.211147 1.020542 0.96581 0.659 18 1 1 0.467604 0.747480 0.68247 0.511 19 1 1 0.884227 -0.693961 0.39235 0.314 21 0 1 0.291558 NA NA NA 22 0 1 0.944124 NA NA NA 23 1 1 0.000718 0.303178 0.80146 0.793 24 1 1 0.180530 -0.095986 0.79846 0.677 25 1 1 0.844751 -1.014999 0.52520 0.330 26 0 1 0.297492 NA NA NA 27 1 1 0.602188 -0.571884 0.39076 0.442 28 1 1 0.128961 0.053349 0.00369 0.710 29 1 1 0.669585 1.842216 0.79226 0.409 30 1 1 0.022208 -0.472111 0.47795 0.779 31 0 1 0.209919 NA NA NA 32 1 1 0.799710 -1.409985 0.07027 0.349 33 0 1 0.104068 NA NA NA 35 0 1 0.576175 NA NA NA 36 0 1 0.112046 NA NA NA 37 1 1 0.919603 0.698178 0.24720 0.300 38 1 1 0.046812 -2.246761 0.23602 0.762 39 1 1 0.091645 -0.575155 0.13112 0.733 40 1 1 0.757409 0.548202 0.43280 0.368 41 1 1 0.521674 -0.118017 0.48884 0.483 42 1 1 0.695780 -1.918590 0.02863 0.396 43 1 1 0.027685 -1.146606 0.92006 0.775 44 1 1 0.475480 -0.233626 0.60407 0.507 45 1 1 0.279100 -1.972850 0.03711 0.618 46 0 1 0.055972 NA NA NA 47 0 1 0.351218 NA NA NA 48 1 1 0.452381 0.583286 0.25850 0.519 49 1 1 0.372675 0.382007 0.07775 0.564 50 0 1 0.437870 NA NA NA 51 1 1 0.720631 1.658814 0.93719 0.385 52 0 1 0.572837 NA NA NA 53 0 1 0.444619 NA NA NA 54 1 1 0.216880 -1.133941 0.58138 0.655 55 0 1 0.450523 NA NA NA 56 1 1 0.084512 -0.828643 0.39105 0.738 57 1 1 0.191213 0.496100 0.37097 0.671 58 0 1 0.292087 NA NA NA 59 0 1 0.334195 NA NA NA 60 0 1 0.138324 NA NA NA 61 1 1 0.430113 -2.122178 0.43088 0.532 62 1 1 0.692418 1.882748 0.68957 0.398 63 0 1 0.059491 NA NA NA 64 1 1 0.294987 0.825812 0.89454 0.608 65 1 1 0.059226 0.170902 0.77017 0.754 66 0 1 0.078643 NA NA NA 67 1 1 0.889073 0.773961 0.56610 0.312 68 1 1 0.351098 0.831766 0.19778 0.576 69 1 1 0.328267 2.013020 0.92153 0.589 70 1 1 0.759106 0.070229 0.03814 0.367 71 0 1 0.156323 NA NA NA 72 1 1 0.414142 -0.110498 0.46946 0.540 73 1 1 0.118251 -0.805179 0.28704 0.716 74 1 1 0.118099 0.179616 0.26507 0.717 75 1 1 0.117493 -1.731524 0.88072 0.717 76 0 1 0.209327 NA NA NA 77 0 1 0.858425 NA NA NA 78 1 1 0.949969 0.165585 0.07181 0.288 79 0 1 0.168094 NA NA NA 80 1 1 0.808695 -0.658308 0.02621 0.346 81 1 1 0.833516 -2.070000 0.53150 0.335 82 0 1 0.067667 NA NA NA 83 1 1 0.939638 0.161557 0.08862 0.292 84 0 1 0.145841 NA NA NA 85 1 1 0.476388 0.939967 0.91862 0.507 86 1 1 0.494633 -1.796502 0.30633 0.497 87 1 1 0.159633 0.667165 0.42223 0.690 88 0 1 0.257424 NA NA NA 89 0 1 0.478098 NA NA NA 90 0 1 0.302783 NA NA NA 91 1 1 0.704826 1.253253 0.22254 0.392 92 1 1 0.144049 -0.668980 0.34665 0.700 93 1 1 0.344808 -1.570087 0.56140 0.580 94 0 1 0.988415 NA NA NA 95 1 1 0.018966 -0.568498 0.93871 0.781 96 1 1 0.077696 0.847706 0.85942 0.742 97 0 1 0.280182 NA NA NA 98 0 1 0.432925 NA NA NA 99 1 1 0.537303 0.844683 0.65602 0.474 100 1 1 0.595019 -0.246999 0.58620 0.445 101 1 1 0.881288 -0.520677 0.14746 0.315 102 1 1 0.133794 0.796452 0.98237 0.707 103 0 1 0.133764 NA NA NA 104 0 1 0.251860 NA NA NA 105 0 1 0.440004 NA NA NA 106 1 1 0.985975 0.348462 0.93957 0.274 107 0 1 0.749546 NA NA NA 108 1 1 0.196153 -1.208048 0.56855 0.668 109 0 1 0.138796 NA NA NA 110 0 1 0.157607 NA NA NA 111 1 1 0.534680 -1.508711 0.45983 0.476 112 1 1 0.700919 0.538764 0.68807 0.394 113 0 1 0.818402 NA NA NA 114 1 1 0.302163 1.214252 0.76034 0.604 115 0 1 0.433856 NA NA NA 116 1 1 0.912158 1.055027 0.46940 0.302 117 0 1 0.074685 NA NA NA 118 1 1 0.710369 -0.622943 0.14666 0.390 119 1 1 0.483946 1.294936 0.85866 0.503 120 1 1 0.528129 0.200578 0.92618 0.479 121 0 1 0.224100 NA NA NA 122 0 1 0.730563 NA NA NA 124 1 1 0.882429 -0.279235 0.70409 0.315 125 1 1 0.190029 -1.828675 0.47507 0.672 126 1 1 0.365252 -0.144851 0.00133 0.568 127 0 1 0.770285 NA NA NA 128 1 1 0.271835 0.680137 0.75385 0.622 129 1 1 0.063446 -0.741714 0.63508 0.752 130 1 1 0.546720 1.449979 0.77852 0.470 131 1 1 0.509800 -2.149315 0.51234 0.489 132 1 1 0.562532 -1.899830 0.33300 0.462 133 1 1 0.446485 0.278697 0.76508 0.523 134 1 1 0.978010 0.956067 0.73063 0.277 135 1 1 0.419122 0.078106 0.71727 0.538 136 1 1 0.832684 0.592797 0.32557 0.335 137 0 1 0.785625 NA NA NA 138 1 1 0.680821 1.558766 0.94069 0.403 139 1 1 0.608274 -0.525479 0.28650 0.439 140 1 1 0.126721 -0.301127 0.29498 0.711 141 1 1 0.877350 -0.673906 0.66123 0.317 142 1 1 0.740761 0.327963 0.82010 0.376 143 0 1 0.913195 NA NA NA 144 0 1 0.678512 NA NA NA 145 1 1 0.641698 -0.654277 0.07566 0.422 146 1 1 0.951671 -0.323022 0.93410 0.287 147 1 1 0.129467 1.288701 0.07907 0.709 148 1 1 0.260367 -0.125941 0.73354 0.629 150 1 1 0.589255 -0.379294 0.46476 0.448 151 1 1 0.331523 -2.071740 0.04198 0.587 152 1 1 0.772085 0.055642 0.00503 0.362 153 1 1 0.762561 -1.708882 0.48446 0.366 154 1 1 0.636919 0.906009 0.53207 0.424 155 1 1 0.554804 0.241406 0.70536 0.465 156 1 1 0.082118 1.280621 0.65173 0.740 157 1 1 0.033488 0.596350 0.73292 0.771 158 0 1 0.530975 NA NA NA 159 1 1 0.584026 -0.082741 0.64246 0.451 160 0 1 0.485237 NA NA NA 161 1 1 0.508792 0.125630 0.27743 0.489 162 0 1 0.123886 NA NA NA 163 1 1 0.968059 0.411857 0.44121 0.281 164 1 1 0.533400 -0.658694 0.67567 0.477 165 0 1 0.073472 NA NA NA 166 0 1 0.234079 NA NA NA 167 1 1 0.046997 1.174092 0.62760 0.762 168 0 1 0.182211 NA NA NA 169 0 1 0.724424 NA NA NA 170 1 1 0.329196 0.736518 0.47048 0.589 171 1 1 0.383531 -0.212302 0.81022 0.558 172 0 1 0.978165 NA NA NA 173 1 1 0.244226 0.043658 0.10410 0.639 174 1 1 0.569284 0.618430 0.18915 0.458 175 1 1 0.973722 -0.228569 0.39715 0.279 176 1 1 0.648407 1.190689 0.88646 0.419 177 0 1 0.983781 NA NA NA 178 0 1 0.301623 NA NA NA 179 1 1 0.904537 -0.301775 0.28308 0.306 180 0 1 0.115469 NA NA NA 181 1 1 0.830301 0.370190 0.50668 0.336 182 1 1 0.390813 0.069834 0.13893 0.553 183 0 1 0.339552 NA NA NA 184 0 1 0.179828 NA NA NA 185 1 1 0.808198 -0.441252 0.51377 0.346 186 1 1 0.757782 0.240109 0.99613 0.368 187 1 1 0.342466 0.268218 0.71812 0.581 188 1 1 0.481169 0.782710 0.92548 0.504 189 0 1 0.190773 NA NA NA 190 1 1 0.600414 -0.236870 0.28705 0.442 191 1 1 0.477035 0.378101 0.22375 0.506 192 1 1 0.959626 -0.506157 0.23935 0.284 193 1 1 0.364312 0.350665 0.65626 0.568 194 1 1 0.775032 0.054660 0.38243 0.360 195 1 1 0.646124 0.670997 0.66551 0.420 196 1 1 0.460190 0.498810 0.63658 0.515 197 0 1 0.505935 NA NA NA 198 1 1 0.035928 -0.062879 0.61728 0.770 199 1 1 0.364964 0.071353 0.47772 0.568 200 1 1 0.339323 -0.377391 0.64120 0.583 201 1 1 0.861936 -0.145893 0.15813 0.323 202 0 1 0.985659 NA NA NA 203 0 1 0.583982 NA NA NA 204 1 1 0.126456 0.214792 0.83864 0.711 205 0 1 0.682377 NA NA NA 206 1 1 0.821688 2.087742 0.93723 0.340 207 0 1 0.311505 NA NA NA 208 1 1 0.716586 2.245020 0.84607 0.387 209 1 1 0.831992 0.290861 0.39432 0.336 210 1 1 0.402344 -1.397110 0.16526 0.547 211 0 1 0.467198 NA NA NA 212 1 1 0.462746 0.324041 0.07684 0.514 213 1 1 0.689989 0.040208 0.02954 0.399 214 1 1 0.783802 1.878362 0.13306 0.356 215 1 1 0.415934 0.144502 0.13699 0.539 216 1 1 0.460144 1.751414 0.83654 0.515 217 1 1 0.310695 0.343512 0.99063 0.599 218 1 1 0.988287 0.347742 0.70536 0.273 219 1 1 0.114008 0.234161 0.55301 0.719 220 1 1 0.375381 0.087649 0.43084 0.562 221 1 1 0.082644 0.261815 0.55112 0.739 222 1 1 0.926994 -0.154058 0.18690 0.297 223 1 1 0.987915 1.359101 0.87005 0.273 224 1 1 0.475016 -1.296607 0.00131 0.507 225 0 1 0.254930 NA NA NA 226 0 1 0.638073 NA NA NA 227 0 1 0.278670 NA NA NA 228 1 1 0.296888 -0.551789 0.77138 0.607 229 1 1 0.831456 1.537645 0.79492 0.336 230 1 1 0.467901 0.230224 0.75741 0.511 231 1 1 0.445991 0.193422 0.78652 0.523 232 1 1 0.699244 -0.811660 0.63968 0.395 233 1 1 0.403474 -0.458796 0.70265 0.546 234 1 1 0.366010 0.900370 0.39974 0.567 235 1 1 0.640661 0.699960 0.47418 0.423 236 0 1 0.207024 NA NA NA 237 0 1 0.759484 NA NA NA 238 1 1 0.338935 -0.318262 0.46756 0.583 239 1 1 0.010702 0.670728 0.64618 0.786 240 1 1 0.978247 0.129306 0.02816 0.277 241 1 1 0.892870 -0.804711 0.35463 0.310 242 1 1 0.583186 1.068192 0.48552 0.451 243 1 1 0.066398 0.345237 0.79299 0.750 244 0 1 0.127390 NA NA NA 245 1 1 0.781724 0.386347 0.64053 0.357 246 1 1 0.354820 -0.184444 0.50983 0.574 247 0 1 0.144813 NA NA NA 248 1 1 0.822471 0.930472 0.80548 0.340 249 1 1 0.372279 0.228228 0.95447 0.564 250 0 1 0.724628 NA NA NA 251 1 1 0.065970 1.246863 0.26666 0.750 252 0 1 0.204701 NA NA NA 253 1 1 0.868447 1.439987 0.48580 0.320 254 1 1 0.813058 -0.891437 0.85697 0.344 255 0 1 0.411565 NA NA NA 256 0 1 0.967477 NA NA NA 257 1 1 0.900235 1.453142 0.71002 0.307 258 1 1 0.614429 -0.037852 0.43936 0.436 259 1 1 0.777856 0.909576 0.87887 0.359 260 1 1 0.927872 -1.051262 0.14138 0.296 261 1 1 0.482007 -0.397924 0.21291 0.504 262 0 1 0.491719 NA NA NA 263 1 1 0.244483 -0.622758 0.69994 0.638 264 1 1 0.784610 -1.254193 0.47685 0.356 265 1 1 0.657688 -1.012159 0.43980 0.414 266 1 1 0.371390 -0.212062 0.18641 0.564 267 0 1 0.124354 NA NA NA 268 1 1 0.995900 1.146175 0.09791 0.270 269 1 1 0.640384 -0.250572 0.80739 0.423 270 1 1 0.522826 0.533360 0.05914 0.482 271 1 1 0.731829 -0.260255 0.34413 0.380 272 1 1 0.869281 0.199302 0.88456 0.320 273 1 1 0.718976 -1.398668 0.96110 0.386 274 1 1 0.630119 0.269103 0.33134 0.428 275 1 1 0.252741 1.692463 0.64086 0.634 276 0 1 0.827597 NA NA NA 277 0 1 0.890787 NA NA NA 278 1 1 0.965543 0.997036 0.47885 0.282 279 1 1 0.826873 1.264643 0.53106 0.338 280 1 1 0.215906 -1.099359 0.69494 0.656 281 1 1 0.926515 -1.346094 0.40580 0.297 282 1 1 0.090578 -0.457487 0.35029 0.734 283 1 1 0.190945 -1.681772 0.34428 0.671 284 1 1 0.760310 -0.984138 0.81163 0.367 285 1 1 0.840379 0.456351 0.54979 0.332 286 1 1 0.377423 -0.389069 0.53576 0.561 287 0 1 0.410489 NA NA NA 288 0 1 0.830785 NA NA NA 289 1 1 0.812386 0.617306 0.53722 0.344 290 1 1 0.613837 0.638943 0.97118 0.436 291 0 1 0.489654 NA NA NA 292 1 1 0.917061 1.347325 0.03510 0.301 293 1 1 0.582495 0.219458 0.63035 0.451 294 1 1 0.189038 -2.326326 0.08414 0.672 295 0 1 0.149159 NA NA NA 296 1 1 0.964458 -0.864601 0.30930 0.282 297 1 1 0.820210 0.140135 0.56758 0.341 298 1 1 0.314763 -0.201299 0.53072 0.597 299 0 1 0.068197 NA NA NA 300 1 1 0.155799 -0.736373 0.34694 0.693 301 0 1 0.731995 NA NA NA 302 1 1 0.595151 1.415052 0.95146 0.445 303 1 1 0.468341 -0.463602 0.59155 0.511 304 1 1 0.444612 -0.097719 0.72018 0.524 305 0 1 0.076187 NA NA NA 306 0 1 0.580288 NA NA NA 307 0 1 0.032957 NA NA NA 308 1 1 0.293666 1.377448 0.05901 0.609 309 1 1 0.011840 0.697738 0.62474 0.785 310 1 1 0.796230 0.058969 0.20896 0.351 311 1 1 0.807689 1.855859 0.93954 0.346 312 1 1 0.625780 0.904374 0.14413 0.430 313 1 1 0.354249 0.439254 0.39022 0.574 314 1 1 0.315840 -0.239065 0.02777 0.596 315 1 1 0.862566 2.529712 0.75725 0.323 316 1 1 0.000776 1.077710 0.66177 0.793 317 0 1 0.150517 NA NA NA 318 1 1 0.382282 1.336416 0.92642 0.558 319 0 1 0.657893 NA NA NA 320 0 1 0.943171 NA NA NA 321 1 1 0.286720 -1.313218 0.27135 0.613 322 1 1 0.914802 0.578989 0.81382 0.301 323 1 1 0.320313 -0.848163 0.10954 0.594 324 1 1 0.611044 -0.820087 0.74344 0.437 325 1 1 0.723512 -1.592614 0.08432 0.384 326 0 1 0.729437 NA NA NA 327 1 1 0.926635 0.763611 0.44296 0.297 328 1 1 0.899928 0.594777 0.35797 0.307 329 1 1 0.706051 -0.406680 0.05197 0.392 330 1 1 0.444825 -0.302192 0.30582 0.524 331 0 1 0.476005 NA NA NA 332 1 1 0.613797 1.684104 0.58276 0.436 333 1 1 0.851016 1.049803 0.90039 0.328 334 0 1 0.714213 NA NA NA 335 1 1 0.477473 1.530328 0.10917 0.506 336 1 1 0.973214 0.948024 0.34867 0.279 337 1 1 0.484440 -2.361091 0.01771 0.502 338 0 1 0.375461 NA NA NA 339 1 1 0.601664 -0.681764 0.00521 0.442 340 1 1 0.869513 -0.729883 0.88217 0.320 341 0 1 0.575899 NA NA NA 342 0 1 0.988708 NA NA NA 343 1 1 0.509611 0.057524 0.48532 0.489 344 1 1 0.017168 0.356414 0.80137 0.782 345 0 1 0.240062 NA NA NA 346 1 1 0.738800 2.254545 0.98676 0.377 347 1 1 0.359723 0.060330 0.47280 0.571 348 0 1 0.224434 NA NA NA 349 1 1 0.262102 -0.018221 0.18618 0.628 350 1 1 0.116843 1.046568 0.18131 0.717 351 1 1 0.605199 0.217731 0.09873 0.440 352 1 1 0.453626 0.784730 0.39725 0.519 353 0 1 0.457706 NA NA NA 354 1 1 0.268972 0.741047 0.92007 0.624 355 0 1 0.904528 NA NA NA 356 1 1 0.949882 -0.638574 0.15525 0.288 357 1 1 0.593489 -0.342828 0.62820 0.446 358 1 1 0.889692 -1.516542 0.58253 0.312 359 0 1 0.614279 NA NA NA 360 1 1 0.493802 -2.288684 0.69029 0.497 361 1 1 0.307386 1.465520 0.98709 0.601 362 0 1 0.792197 NA NA NA 363 1 1 0.210543 -0.319092 0.44691 0.659 364 1 1 0.669896 -0.672872 0.35232 0.409 365 1 1 0.874532 -0.475379 0.15971 0.318 366 1 1 0.944096 0.820990 0.00727 0.290 367 1 1 0.951303 0.589749 0.36644 0.287 368 1 1 0.351247 -0.860782 0.28439 0.576 369 1 1 0.901272 -0.450403 0.76235 0.307 370 1 1 0.991360 0.602718 0.82361 0.272 371 0 1 0.646262 NA NA NA 372 1 1 0.532401 0.910975 0.37363 0.477 373 0 1 0.290469 NA NA NA 374 1 1 0.080120 0.370006 0.41791 0.741 375 0 1 0.172572 NA NA NA 376 0 1 0.600374 NA NA NA 377 1 1 0.723804 1.267802 0.11835 0.383 378 1 1 0.046465 -1.597712 0.95070 0.763 379 1 1 0.307511 -0.946089 0.90394 0.601 380 1 1 0.266372 0.812979 0.73896 0.625 381 1 1 0.559014 -0.971600 0.22024 0.463 382 1 1 0.452467 0.416325 0.53486 0.519 383 1 1 0.423567 0.564494 0.23628 0.535 384 0 1 0.706930 NA NA NA 385 0 1 0.126288 NA NA NA 386 1 1 0.821974 0.396827 0.05956 0.340 387 1 1 0.270361 -1.854199 0.14116 0.623 388 1 1 0.798259 0.177957 0.62375 0.350 389 0 1 0.154040 NA NA NA 390 1 1 0.744447 0.179877 0.82945 0.374 391 1 1 0.166869 -0.389974 0.55601 0.686 392 1 1 0.745237 1.780098 0.56960 0.374 393 0 1 0.028706 NA NA NA 394 0 1 0.363011 NA NA NA 395 1 1 0.492495 1.464590 0.25393 0.498 396 1 1 0.439392 -0.061400 0.59933 0.527 397 1 1 0.403798 0.711840 0.86405 0.546 398 0 1 0.155173 NA NA NA 399 1 1 0.723530 -0.382773 0.39967 0.384 400 0 1 0.116613 NA NA NA 401 1 1 0.791703 2.110587 0.84341 0.353 402 0 1 0.770013 NA NA NA 403 1 1 0.799398 0.412336 0.52873 0.350 404 0 1 0.978719 NA NA NA 405 1 1 0.039994 0.152023 0.06012 0.767 406 1 1 0.256493 -1.201206 0.32775 0.631 407 1 1 0.461311 -1.004230 0.04088 0.515 408 1 1 0.317152 1.154379 0.35385 0.596 409 1 1 0.924247 0.229971 0.65803 0.298 410 1 1 0.623232 -0.476475 0.63729 0.431 411 1 1 0.206347 1.126998 0.80105 0.662 412 1 1 0.161850 -0.223455 0.23734 0.689 413 1 1 0.133371 -0.519833 0.03079 0.707 414 0 1 0.098796 NA NA NA 415 1 1 0.832414 0.375783 0.19319 0.335 416 1 1 0.094430 -0.146817 0.98844 0.732 417 1 1 0.287562 1.824130 0.54675 0.613 418 1 1 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-0.071392 0.81978 0.409 1281 1 1 0.453847 -0.060598 0.18540 0.519 1282 0 1 0.187366 NA NA NA 1283 1 1 0.363841 0.026189 0.67412 0.569 1284 0 1 0.026943 NA NA NA 1285 0 1 0.385911 NA NA NA 1286 1 1 0.730467 -0.833203 0.24799 0.380 1287 1 1 0.127338 0.675476 0.97695 0.711 1288 1 1 0.884167 1.139950 0.66650 0.314 1289 1 1 0.498256 -0.039880 0.14505 0.495 1290 1 1 0.986774 0.529497 0.93931 0.274 1291 1 1 0.817057 1.201447 0.76669 0.342 1292 1 1 0.220623 -1.196162 0.26790 0.653 1293 1 1 0.532961 0.220995 0.01770 0.477 1294 1 1 0.739878 -0.338407 0.08415 0.376 1295 1 1 0.751159 -0.550690 0.63767 0.371 1296 1 1 0.137825 0.321272 0.43647 0.704 1297 1 1 0.506187 0.699634 0.25938 0.491 1298 0 1 0.332086 NA NA NA 1299 1 1 0.111875 -0.510414 0.11809 0.721 1300 1 1 0.407093 1.950060 0.85202 0.544 1301 0 1 0.330921 NA NA NA 1302 0 1 0.322284 NA NA NA 1303 0 1 0.795765 NA NA NA 1304 0 1 0.762068 NA NA NA 1305 1 1 0.833399 -0.310608 0.27332 0.335 1306 0 1 0.339681 NA NA NA 1307 0 1 0.355664 NA NA NA 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0.881946 -0.023258 0.96694 0.315 1336 1 1 0.206524 1.069598 0.60525 0.661 1337 0 1 0.079016 NA NA NA 1338 1 1 0.603401 -0.059562 0.02777 0.441 1339 1 1 0.482093 -1.944897 0.31304 0.504 1340 1 1 0.882998 0.714360 0.14506 0.314 1341 1 1 0.300900 0.770056 0.70307 0.605 1342 0 1 0.578831 NA NA NA 1343 1 1 0.220979 -0.428109 0.09371 0.653 1344 0 1 0.125826 NA NA NA 1345 1 1 0.014818 -1.157609 0.63385 0.783 1346 0 1 0.192910 NA NA NA 1347 0 1 0.152012 NA NA NA 1348 1 1 0.095781 -0.633793 0.92545 0.731 1349 0 1 0.462122 NA NA NA 1350 1 1 0.961331 -1.623128 0.12528 0.283 1351 1 1 0.579764 0.288778 0.18571 0.453 1352 0 1 0.960114 NA NA NA 1353 1 1 0.154727 -0.737841 0.77971 0.694 1354 1 1 0.574813 -0.378516 0.28958 0.455 1355 1 1 0.815290 2.015771 0.78217 0.343 1356 1 1 0.712922 2.071908 0.67369 0.388 1357 1 1 0.397870 0.558660 0.59279 0.550 1358 1 1 0.489197 0.523170 0.36159 0.500 1359 1 1 0.817123 0.122394 0.14579 0.342 1360 1 1 0.540780 1.004052 0.66942 0.473 1361 1 1 0.107235 0.982341 0.88313 0.723 1362 0 1 0.132108 NA NA NA 1363 0 1 0.153065 NA NA NA 1364 1 1 0.065027 0.629363 0.79500 0.751 1365 0 1 0.483654 NA NA NA 1366 1 1 0.760225 0.534813 0.22383 0.367 1367 0 1 0.333536 NA NA NA 1368 0 1 0.049950 NA NA NA 1369 0 1 0.912432 NA NA NA 1370 0 1 0.046383 NA NA NA 1371 1 1 0.856194 -0.664340 0.12001 0.325 1372 0 1 0.233366 NA NA NA 1373 1 1 0.952240 0.364527 0.07886 0.287 1374 1 1 0.990155 0.943244 0.72665 0.272 1375 1 1 0.243070 -0.353848 0.67423 0.639 1376 0 1 0.428494 NA NA NA 1377 1 1 0.012872 1.391432 0.29969 0.785 1378 1 1 0.385140 -0.593739 0.29910 0.557 1379 0 1 0.070363 NA NA NA 1380 1 1 0.966557 -1.118993 0.48512 0.281 1381 1 1 0.215328 1.227596 0.93055 0.656 1382 1 1 0.751563 -0.393655 0.63674 0.371 1383 1 1 0.611462 -0.443750 0.01638 0.437 1384 1 1 0.377467 1.060704 0.62453 0.561 1385 1 1 0.618642 1.123630 0.65456 0.433 1386 1 1 0.872494 -0.317635 0.96098 0.319 1387 1 1 0.948280 -1.262779 0.88624 0.288 1388 0 1 0.123024 NA NA NA 1389 0 1 0.458756 NA NA NA 1390 1 1 0.439592 -0.433959 0.31314 0.526 1391 1 1 0.637768 0.396823 0.75882 0.424 1392 1 1 0.440200 0.331925 0.47761 0.526 1393 0 1 0.818042 NA NA NA 1394 1 1 0.615337 -1.229748 0.18472 0.435 1395 1 1 0.910098 0.778558 0.99014 0.303 1396 0 1 0.136347 NA NA NA 1397 1 1 0.371491 -0.084925 0.16765 0.564 1398 1 1 0.617403 0.744060 0.79054 0.434 1399 1 1 0.919919 0.154078 0.23033 0.299 1400 1 1 0.796926 0.236573 0.09980 0.351 1401 1 1 0.878043 0.302838 0.79518 0.316 1402 0 1 0.190899 NA NA NA 1403 1 1 0.888961 0.643364 0.10257 0.312 1404 1 1 0.316426 1.535946 0.57377 0.596 1405 1 1 0.470984 0.443485 0.79671 0.509 1406 0 1 0.126351 NA NA NA 1407 0 1 0.142451 NA NA NA 1408 0 1 0.917732 NA NA NA 1409 1 1 0.261741 0.439594 0.98149 0.628 1410 1 1 0.092273 0.491370 0.99071 0.733 1411 0 1 0.171608 NA NA NA 1412 0 1 0.690615 NA NA NA 1413 0 1 0.555287 NA NA NA 1414 1 1 0.385399 0.678442 0.49435 0.556 1415 1 1 0.812942 0.700144 0.79074 0.344 1416 1 1 0.742913 0.053685 0.50951 0.375 1417 1 1 0.939125 0.725102 0.80797 0.292 1418 1 1 0.708804 0.681953 0.49041 0.390 1419 1 1 0.562233 -0.624907 0.09314 0.462 1420 1 1 0.171985 -0.888302 0.39274 0.683 1421 1 1 0.984131 1.050228 0.68000 0.275 1422 1 1 0.607010 0.455034 0.67291 0.439 1423 1 1 0.444297 0.731628 0.21486 0.524 1424 1 1 0.151221 -0.003946 0.90742 0.696 1425 0 1 0.423487 NA NA NA 1426 1 1 0.606379 0.472311 0.16729 0.439 1427 0 1 0.631305 NA NA NA 1428 0 1 0.120983 NA NA NA 1429 0 1 0.054847 NA NA NA 1430 1 1 0.325000 0.554082 0.59344 0.591 1431 0 1 0.744398 NA NA NA 1432 1 1 0.719263 1.348900 0.84392 0.385 1433 1 1 0.738688 1.584936 0.97925 0.377 1434 1 1 0.968810 -0.467015 0.11459 0.280 1435 1 1 0.933350 0.192353 0.44312 0.294 1436 0 1 0.705963 NA NA NA 1437 0 1 0.191769 NA NA NA 1438 0 1 0.289458 NA NA NA 1439 1 1 0.900601 -0.597237 0.06220 0.307 1440 0 1 0.015150 NA NA NA 1441 1 1 0.701705 -0.441979 0.60193 0.394 1442 0 1 0.043988 NA NA NA 1443 1 1 0.186408 -1.099597 0.24339 0.674 1444 1 1 0.479164 -0.191955 0.32011 0.505 1445 0 1 0.179717 NA NA NA 1446 1 1 0.345946 0.448885 0.57467 0.579 1447 0 1 0.134091 NA NA NA 1448 1 1 0.889926 -1.425599 0.96744 0.311 1450 1 1 0.463500 0.913664 0.08347 0.513 1451 1 1 0.784654 0.749116 0.06496 0.356 1452 0 1 0.162540 NA NA NA 1453 1 1 0.247296 -0.818929 0.96026 0.637 1454 1 1 0.229296 -0.081589 0.41979 0.648 1455 1 1 0.245514 -0.417334 0.55325 0.638 1456 1 1 0.671250 0.249673 0.29433 0.408 1457 1 1 0.154092 0.436768 0.50115 0.694 1458 1 1 0.642261 2.293360 0.98027 0.422 1459 1 1 0.899543 1.073819 0.92176 0.308 1460 1 1 0.730044 0.490502 0.13849 0.381 1461 1 1 0.291264 -0.785221 0.76166 0.611 1462 1 1 0.419342 -2.193199 0.27554 0.538 1463 1 1 0.283556 1.575090 0.87378 0.615 1464 1 1 0.546623 -0.522755 0.59703 0.470 1465 0 1 0.240689 NA NA NA 1466 1 1 0.391986 -1.885314 0.02864 0.553 1467 1 1 0.876796 -1.252577 0.08792 0.317 1468 0 1 0.563164 NA NA NA 1469 0 1 0.587189 NA NA NA 1470 1 1 0.976345 -1.080738 0.15398 0.278 1471 1 1 0.759629 0.569971 0.64862 0.367 1472 1 1 0.523714 0.053731 0.34688 0.482 1473 1 1 0.265373 0.180899 0.72849 0.626 1475 1 1 0.373336 0.659722 0.12416 0.563 1476 0 1 0.722335 NA NA NA 1477 0 1 0.640445 NA NA NA 1478 1 1 0.061314 -0.538967 0.62853 0.753 1479 1 1 0.174723 0.117249 0.68139 0.681 1480 1 1 0.163340 0.939229 0.93122 0.688 1481 0 1 0.158002 NA NA NA 1482 1 1 0.780086 -0.662136 0.29331 0.358 1483 1 1 0.462311 1.557748 0.35065 0.514 1484 1 1 0.150422 0.519739 0.94036 0.696 1485 1 1 0.975447 1.537844 0.27722 0.278 1486 1 1 0.807359 1.543004 0.35528 0.346 1487 1 1 0.141333 -0.427239 0.69378 0.702 1488 1 1 0.895440 -0.304703 0.00601 0.309 1489 1 1 0.559424 -1.771704 0.21058 0.463 1490 1 1 0.115955 -0.118686 0.25727 0.718 1491 1 1 0.930465 0.329925 0.95899 0.295 1492 0 1 0.589973 NA NA NA 1493 1 1 0.135168 1.250265 0.15479 0.706 1494 0 1 0.678312 NA NA NA 1495 1 1 0.115044 0.771736 0.34519 0.719 1496 1 1 0.067782 -0.230666 0.34862 0.749 1497 1 1 0.325579 -2.427952 0.01171 0.591 1498 0 1 0.091045 NA NA NA 1499 0 1 0.002380 NA NA NA 1500 0 1 0.342001 NA NA NA > try( logLik( testTobit2TwoStep ) ) Error in logLik.selection(testTobit2TwoStep) : the logLik() method currently only works for models estimated by maximum likelihood (ML) but it does not work for models estimated by the 2-step method. > > testTobit2Ml <- selection( ys ~ xs, yo ~ xo, method = "ml", data = t2Dat ) > print( testTobit2Ml ) Call: selection(selection = ys ~ xs, outcome = yo ~ xo, data = t2Dat, method = "ml") Coefficients: S:(Intercept) S:xs O:(Intercept) O:xo sigma -0.00444 1.06605 -0.05780 1.04251 1.02408 rho -0.70099 > print( summary( testTobit2Ml ) ) -------------------------------------------- Tobit 2 model (sample selection model) Maximum Likelihood estimation Newton-Raphson maximisation, 5 iterations Return code 8: successive function values within relative tolerance limit (reltol) Log-Likelihood: -2215 1483 observations (455 censored and 1028 observed) 6 free parameters (df = 1477) Probit selection equation: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.00444 0.06332 -0.07 0.94 xs 1.06605 0.11525 9.25 <2e-16 *** Outcome equation: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.0578 0.0735 -0.79 0.43 xo 1.0425 0.0943 11.06 <2e-16 *** Error terms: Estimate Std. Error t value Pr(>|t|) sigma 1.0241 0.0416 24.60 <2e-16 *** rho -0.7010 0.0719 -9.75 <2e-16 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 -------------------------------------------- > print( coef( testTobit2Ml ) ) S:(Intercept) S:xs O:(Intercept) O:xo sigma -0.00444 1.06605 -0.05780 1.04251 1.02408 rho -0.70099 > print( coef( testTobit2Ml, part = "outcome" ) ) (Intercept) xo -0.0578 1.0425 > print( coef( summary( testTobit2Ml ) ) ) Estimate Std. Error t value Pr(>|t|) (Intercept) -0.00444 0.0633 -0.0701 9.44e-01 xs 1.06605 0.1153 9.2499 7.62e-20 (Intercept) -0.05780 0.0735 -0.7859 4.32e-01 xo 1.04251 0.0943 11.0597 2.26e-27 sigma 1.02408 0.0416 24.6036 2.64e-112 rho -0.70099 0.0719 -9.7458 8.58e-22 > print( coef( summary( testTobit2Ml ), part = "outcome" ) ) Estimate Std. Error t value Pr(>|t|) (Intercept) -0.0578 0.0735 -0.786 4.32e-01 xo 1.0425 0.0943 11.060 2.26e-27 > stdEr( testTobit2Ml ) (Intercept) xs (Intercept) xo sigma rho 0.0633 0.1153 0.0735 0.0943 0.0416 0.0719 > print( vcov( testTobit2Ml ) ) (Intercept) xs (Intercept) xo sigma rho (Intercept) 4.01e-03 -0.006110 0.000373 -9.24e-05 5.06e-04 -0.001064 xs -6.11e-03 0.013283 -0.001676 1.62e-04 -1.24e-03 0.002135 (Intercept) 3.73e-04 -0.001676 0.005409 -4.36e-03 1.79e-03 -0.003396 xo -9.24e-05 0.000162 -0.004359 8.89e-03 6.35e-05 -0.000111 sigma 5.06e-04 -0.001236 0.001794 6.35e-05 1.73e-03 -0.002505 rho -1.06e-03 0.002135 -0.003396 -1.11e-04 -2.51e-03 0.005174 > print( vcov( testTobit2Ml, part = "outcome" ) ) (Intercept) xo (Intercept) 0.00541 -0.00436 xo -0.00436 0.00889 > nobs( testTobit2Ml ) [1] 1483 > nObs( testTobit2Ml ) [1] 1483 > print( fitted( testTobit2Ml, part = "outcome" ) ) 1 2 3 4 5 6 7 8 NA NA 0.019350 0.940119 0.427279 -0.054405 0.349143 0.741383 9 10 11 12 13 14 15 16 0.371638 NA 0.379974 NA 0.312247 NA 0.570915 0.600363 17 18 19 21 22 23 24 25 0.949062 0.653678 0.351229 NA NA 0.777729 0.774601 0.489720 26 27 28 29 30 31 32 33 NA 0.349564 -0.053953 0.768136 0.440468 NA 0.015457 NA 35 36 37 38 39 40 41 42 NA NA 0.199901 0.188250 0.078892 0.393390 0.451813 -0.027957 43 44 45 46 47 48 49 50 0.901373 0.571944 -0.019121 NA NA 0.211680 0.023247 NA 51 52 53 54 55 56 57 58 0.919225 NA NA 0.548293 NA 0.349869 0.328933 NA 59 60 61 62 63 64 65 66 NA NA 0.391396 0.661081 NA 0.874762 0.745108 NA 67 68 69 70 71 72 73 74 0.532358 0.148379 0.902899 -0.018042 NA 0.431608 0.241435 0.218539 75 76 77 78 79 80 81 82 0.860354 NA NA 0.017057 NA -0.030480 0.496295 NA 83 84 85 86 87 88 89 90 0.034580 NA 0.899870 0.261550 0.382371 NA NA NA 91 92 93 94 95 96 97 98 0.174200 0.303582 0.527458 NA 0.920809 0.838148 NA NA 99 100 101 102 103 104 105 106 0.626099 0.553311 0.095926 0.966326 NA NA NA 0.921712 107 108 109 110 111 112 113 114 NA 0.534914 NA NA 0.421574 0.659514 NA 0.734861 115 116 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13 0.853 0.703 0.758 0.681 0.764 0.546 0.826 0.850 0.811 0.580 0.523 0.526 0.831 14 15 16 17 18 19 21 22 23 24 25 26 27 0.728 0.796 0.682 0.587 0.689 0.826 0.620 0.842 0.499 0.575 0.815 0.623 0.738 28 29 30 31 32 33 35 36 37 38 39 40 41 0.553 0.761 0.508 0.587 0.802 0.542 0.729 0.546 0.835 0.518 0.537 0.789 0.709 42 43 44 45 46 47 48 49 50 51 52 53 54 0.770 0.510 0.692 0.615 0.522 0.644 0.684 0.653 0.678 0.778 0.728 0.681 0.590 55 56 57 58 59 60 61 62 63 64 65 66 67 0.683 0.534 0.579 0.621 0.638 0.557 0.675 0.768 0.524 0.622 0.523 0.532 0.827 68 69 70 71 72 73 74 75 76 77 78 79 80 0.644 0.635 0.790 0.564 0.669 0.548 0.548 0.548 0.587 0.819 0.843 0.569 0.804 81 82 83 84 85 86 87 88 89 90 91 92 93 0.812 0.527 0.841 0.560 0.693 0.699 0.566 0.606 0.693 0.625 0.772 0.559 0.642 94 95 96 97 98 99 100 101 102 103 104 105 106 0.853 0.506 0.531 0.616 0.676 0.715 0.736 0.825 0.555 0.555 0.604 0.679 0.852 107 108 109 110 111 112 113 114 115 116 117 118 119 0.787 0.581 0.557 0.565 0.714 0.771 0.807 0.625 0.677 0.833 0.530 0.774 0.695 120 121 122 124 125 126 127 128 129 130 131 132 133 0.712 0.593 0.781 0.825 0.579 0.650 0.793 0.612 0.525 0.719 0.705 0.724 0.681 134 135 136 137 138 139 140 141 142 143 144 145 146 0.850 0.671 0.811 0.798 0.765 0.740 0.552 0.824 0.784 0.834 0.764 0.752 0.844 147 148 150 151 152 153 154 155 156 157 158 159 160 0.553 0.608 0.734 0.636 0.794 0.791 0.750 0.721 0.533 0.512 0.713 0.732 0.696 161 162 163 164 165 166 167 168 169 170 171 172 173 0.705 0.551 0.848 0.714 0.529 0.597 0.518 0.575 0.779 0.636 0.657 0.850 0.601 174 175 176 177 178 179 180 181 182 183 184 185 186 0.727 0.849 0.754 0.852 0.624 0.831 0.547 0.811 0.660 0.640 0.574 0.804 0.789 187 188 189 190 191 192 193 194 195 196 197 198 199 0.641 0.694 0.579 0.737 0.693 0.846 0.649 0.794 0.753 0.687 0.704 0.514 0.650 200 201 202 203 204 205 206 207 208 209 210 211 212 0.640 0.820 0.852 0.732 0.552 0.765 0.808 0.628 0.776 0.811 0.664 0.689 0.688 213 214 215 216 217 218 219 220 221 222 223 224 225 0.768 0.797 0.670 0.687 0.628 0.853 0.547 0.654 0.533 0.837 0.853 0.692 0.605 226 227 228 229 230 231 232 233 234 235 236 237 238 0.750 0.615 0.623 0.811 0.689 0.681 0.771 0.665 0.650 0.751 0.586 0.790 0.639 239 240 241 242 243 244 245 246 247 248 249 250 251 0.503 0.850 0.828 0.731 0.526 0.552 0.796 0.646 0.560 0.808 0.653 0.779 0.526 252 253 254 255 256 257 258 259 260 261 262 263 264 0.585 0.822 0.806 0.668 0.848 0.830 0.742 0.795 0.838 0.695 0.698 0.601 0.797 265 266 267 268 269 270 271 272 273 274 275 276 277 0.757 0.652 0.551 0.855 0.751 0.710 0.781 0.822 0.777 0.748 0.604 0.810 0.828 278 279 280 281 282 283 284 285 286 287 288 289 290 0.847 0.810 0.589 0.837 0.537 0.579 0.790 0.814 0.655 0.668 0.811 0.806 0.742 291 292 293 294 295 296 297 298 299 300 301 302 303 0.698 0.835 0.731 0.578 0.561 0.847 0.808 0.630 0.527 0.564 0.781 0.736 0.690 304 305 306 307 308 309 310 311 312 313 314 315 316 0.681 0.531 0.730 0.512 0.621 0.503 0.801 0.804 0.746 0.646 0.630 0.820 0.499 317 318 319 320 321 322 323 324 325 326 327 328 329 0.562 0.657 0.757 0.842 0.618 0.834 0.632 0.741 0.778 0.780 0.837 0.830 0.773 330 331 332 333 334 335 336 337 338 339 340 341 342 0.681 0.693 0.742 0.817 0.775 0.693 0.849 0.696 0.654 0.738 0.822 0.729 0.853 343 344 345 346 347 348 349 350 351 352 353 354 355 0.705 0.506 0.599 0.783 0.648 0.593 0.608 0.548 0.739 0.684 0.686 0.611 0.831 356 357 358 359 360 361 362 363 364 365 366 367 368 0.843 0.735 0.827 0.742 0.699 0.627 0.800 0.587 0.761 0.823 0.842 0.844 0.644 369 370 371 372 373 374 375 376 377 378 379 380 381 0.831 0.854 0.753 0.713 0.620 0.532 0.571 0.737 0.779 0.518 0.627 0.610 0.723 382 383 384 385 386 387 388 389 390 391 392 393 394 0.684 0.673 0.773 0.552 0.808 0.612 0.801 0.563 0.785 0.569 0.785 0.510 0.649 395 396 397 398 399 400 401 402 403 404 405 406 407 0.699 0.679 0.665 0.564 0.778 0.548 0.799 0.793 0.802 0.851 0.515 0.606 0.687 408 409 410 411 412 413 414 415 416 417 418 420 421 0.631 0.837 0.745 0.585 0.567 0.555 0.540 0.811 0.538 0.619 0.838 0.742 0.539 422 423 424 425 426 427 428 429 430 431 432 433 434 0.627 0.648 0.776 0.839 0.537 0.816 0.637 0.813 0.676 0.568 0.757 0.699 0.749 435 436 437 438 439 440 441 442 443 444 445 446 448 0.794 0.852 0.646 0.727 0.534 0.555 0.734 0.609 0.692 0.825 0.565 0.822 0.845 449 450 451 452 453 454 455 456 457 458 459 460 461 0.570 0.769 0.817 0.684 0.698 0.639 0.630 0.761 0.697 0.600 0.731 0.732 0.811 462 463 464 465 466 467 468 469 470 471 472 473 474 0.792 0.761 0.795 0.768 0.798 0.806 0.693 0.738 0.545 0.587 0.547 0.560 0.628 475 476 477 478 479 480 481 482 483 484 485 486 487 0.562 0.711 0.548 0.693 0.627 0.626 0.624 0.756 0.656 0.785 0.765 0.611 0.664 488 489 490 491 492 493 494 495 496 498 499 500 501 0.702 0.829 0.536 0.750 0.853 0.804 0.665 0.630 0.811 0.786 0.661 0.792 0.690 502 503 504 505 506 507 508 509 510 511 512 513 514 0.564 0.683 0.509 0.687 0.530 0.583 0.756 0.848 0.810 0.627 0.528 0.542 0.642 515 516 517 518 519 520 521 522 523 524 525 526 527 0.572 0.781 0.772 0.799 0.521 0.686 0.654 0.741 0.639 0.832 0.674 0.792 0.799 528 529 530 531 532 534 535 536 537 538 539 540 541 0.793 0.593 0.655 0.727 0.584 0.591 0.799 0.650 0.522 0.734 0.842 0.575 0.768 542 543 544 545 546 547 548 549 550 551 552 553 554 0.582 0.752 0.597 0.640 0.633 0.809 0.547 0.804 0.603 0.791 0.798 0.740 0.541 555 556 557 558 559 560 561 562 563 564 565 566 567 0.745 0.546 0.794 0.693 0.673 0.768 0.753 0.608 0.640 0.779 0.662 0.543 0.714 568 569 570 571 572 573 574 575 576 577 578 579 580 0.578 0.672 0.642 0.775 0.773 0.762 0.832 0.661 0.621 0.654 0.639 0.612 0.554 581 582 583 584 585 586 587 588 589 590 591 592 593 0.718 0.600 0.587 0.827 0.671 0.787 0.749 0.759 0.748 0.662 0.599 0.824 0.771 594 595 596 597 598 599 600 601 602 603 604 605 606 0.603 0.648 0.747 0.590 0.749 0.798 0.696 0.575 0.681 0.569 0.756 0.663 0.517 607 608 609 610 611 612 613 614 615 616 617 618 619 0.758 0.515 0.642 0.649 0.819 0.637 0.709 0.740 0.829 0.853 0.705 0.571 0.821 620 621 622 623 624 625 626 627 628 629 630 631 632 0.779 0.648 0.678 0.849 0.731 0.685 0.499 0.801 0.572 0.813 0.720 0.817 0.772 633 634 635 636 637 638 639 640 641 642 643 644 645 0.693 0.585 0.727 0.568 0.575 0.610 0.525 0.772 0.817 0.528 0.830 0.522 0.594 646 647 648 649 650 651 652 653 654 655 656 657 658 0.842 0.669 0.504 0.530 0.746 0.816 0.605 0.728 0.752 0.699 0.832 0.554 0.806 659 660 661 662 663 664 665 666 667 668 669 670 671 0.827 0.617 0.670 0.621 0.745 0.516 0.686 0.587 0.820 0.751 0.664 0.785 0.627 672 673 674 675 676 677 678 679 680 681 682 683 684 0.511 0.831 0.501 0.723 0.529 0.655 0.788 0.559 0.644 0.776 0.811 0.629 0.538 685 686 687 688 689 690 691 692 693 694 695 696 697 0.737 0.684 0.662 0.633 0.738 0.767 0.837 0.584 0.756 0.770 0.631 0.782 0.847 698 699 700 701 702 703 704 705 706 707 708 709 710 0.798 0.694 0.848 0.595 0.594 0.851 0.691 0.753 0.851 0.503 0.695 0.825 0.505 711 712 713 714 715 716 717 718 719 720 721 722 723 0.744 0.724 0.784 0.850 0.824 0.509 0.809 0.567 0.716 0.588 0.796 0.559 0.821 724 725 726 727 728 729 730 731 732 733 734 735 736 0.695 0.644 0.640 0.757 0.828 0.660 0.829 0.775 0.524 0.672 0.694 0.689 0.528 737 738 739 740 741 742 743 744 745 746 747 748 749 0.786 0.581 0.647 0.796 0.779 0.688 0.586 0.740 0.575 0.643 0.531 0.517 0.750 750 751 752 753 754 755 756 757 758 759 760 761 762 0.562 0.724 0.714 0.506 0.698 0.800 0.822 0.614 0.752 0.567 0.684 0.725 0.603 763 764 765 766 767 768 769 770 771 772 773 774 775 0.780 0.700 0.605 0.738 0.627 0.598 0.628 0.639 0.511 0.804 0.626 0.561 0.590 776 777 778 779 780 781 783 784 785 786 787 788 789 0.726 0.793 0.815 0.834 0.653 0.703 0.526 0.807 0.806 0.714 0.637 0.622 0.759 790 791 792 793 794 795 796 797 798 799 800 801 802 0.553 0.651 0.701 0.627 0.634 0.562 0.700 0.794 0.603 0.615 0.721 0.834 0.617 803 804 805 806 807 808 809 810 811 812 813 814 815 0.783 0.792 0.821 0.815 0.578 0.570 0.562 0.835 0.813 0.786 0.600 0.772 0.582 816 817 818 819 820 821 822 823 824 825 826 827 828 0.513 0.639 0.700 0.740 0.709 0.847 0.810 0.820 0.538 0.560 0.552 0.742 0.796 829 830 831 832 833 834 835 836 837 838 839 840 841 0.821 0.802 0.606 0.715 0.801 0.852 0.794 0.834 0.734 0.588 0.845 0.825 0.746 842 843 844 845 846 847 848 849 850 851 852 853 854 0.765 0.511 0.840 0.780 0.650 0.805 0.693 0.556 0.549 0.666 0.505 0.628 0.819 855 856 857 858 859 860 861 862 863 864 865 866 867 0.781 0.826 0.665 0.713 0.808 0.798 0.597 0.662 0.783 0.545 0.832 0.755 0.809 868 869 870 871 872 873 874 875 876 877 878 879 880 0.754 0.842 0.618 0.663 0.565 0.610 0.659 0.656 0.511 0.676 0.648 0.814 0.620 881 882 883 884 885 886 887 888 889 890 891 892 893 0.825 0.824 0.577 0.689 0.707 0.666 0.608 0.545 0.714 0.705 0.853 0.764 0.660 894 895 896 897 898 899 900 901 902 903 904 905 906 0.828 0.499 0.754 0.724 0.674 0.659 0.718 0.745 0.576 0.641 0.826 0.677 0.523 907 908 909 910 911 912 913 914 915 916 917 918 919 0.789 0.767 0.830 0.714 0.795 0.722 0.569 0.556 0.499 0.626 0.690 0.681 0.829 920 921 922 923 924 925 926 927 928 929 930 931 932 0.802 0.676 0.665 0.548 0.780 0.560 0.782 0.704 0.625 0.657 0.506 0.524 0.812 933 934 935 936 937 938 939 940 941 942 943 944 945 0.790 0.812 0.538 0.722 0.763 0.726 0.736 0.604 0.821 0.628 0.696 0.839 0.612 946 947 948 949 950 951 952 953 954 956 957 958 959 0.626 0.647 0.775 0.781 0.773 0.584 0.812 0.758 0.807 0.727 0.513 0.694 0.568 960 961 962 963 964 965 966 967 968 969 970 971 972 0.757 0.692 0.724 0.750 0.693 0.558 0.852 0.747 0.840 0.621 0.545 0.767 0.741 973 974 975 976 977 978 979 980 981 982 983 984 985 0.838 0.766 0.636 0.784 0.665 0.662 0.540 0.550 0.552 0.807 0.831 0.840 0.596 986 987 988 989 990 991 992 993 994 995 996 997 998 0.837 0.738 0.541 0.663 0.628 0.653 0.773 0.824 0.555 0.745 0.835 0.823 0.777 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 0.782 0.577 0.620 0.799 0.528 0.833 0.639 0.849 0.670 0.809 0.789 0.505 0.838 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 0.596 0.584 0.727 0.819 0.662 0.843 0.661 0.514 0.705 0.740 0.647 0.608 0.634 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1037 1038 0.674 0.578 0.682 0.627 0.557 0.696 0.601 0.729 0.769 0.830 0.722 0.536 0.509 1039 1040 1041 1042 1043 1045 1046 1047 1048 1049 1050 1051 1052 0.601 0.694 0.789 0.504 0.814 0.503 0.550 0.742 0.645 0.786 0.772 0.524 0.640 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 0.769 0.776 0.628 0.763 0.669 0.586 0.773 0.673 0.828 0.502 0.729 0.624 0.822 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 0.624 0.800 0.819 0.801 0.790 0.649 0.551 0.739 0.770 0.804 0.767 0.852 0.796 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 0.529 0.590 0.758 0.738 0.599 0.836 0.545 0.569 0.655 0.750 0.822 0.716 0.819 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 0.741 0.803 0.524 0.660 0.498 0.546 0.806 0.815 0.697 0.773 0.578 0.718 0.772 1105 1106 1107 1108 1109 1110 1112 1113 1114 1115 1116 1117 1118 0.836 0.641 0.742 0.602 0.509 0.854 0.527 0.604 0.567 0.633 0.773 0.608 0.627 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 0.559 0.842 0.855 0.851 0.616 0.557 0.586 0.802 0.597 0.533 0.727 0.750 0.538 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 0.814 0.807 0.674 0.735 0.625 0.822 0.706 0.596 0.796 0.840 0.832 0.852 0.662 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 0.768 0.635 0.798 0.735 0.631 0.713 0.810 0.766 0.523 0.508 0.839 0.685 0.812 1158 1159 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 0.697 0.549 0.668 0.822 0.711 0.601 0.832 0.631 0.751 0.550 0.510 0.714 0.666 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 0.854 0.791 0.628 0.675 0.821 0.855 0.814 0.650 0.681 0.563 0.780 0.720 0.637 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 0.670 0.595 0.572 0.526 0.788 0.798 0.591 0.586 0.812 0.698 0.839 0.800 0.612 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 0.807 0.687 0.814 0.805 0.817 0.643 0.662 0.537 0.809 0.515 0.841 0.835 0.764 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 0.744 0.790 0.691 0.824 0.810 0.845 0.730 0.544 0.661 0.837 0.549 0.656 0.646 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 0.786 0.499 0.742 0.801 0.819 0.830 0.525 0.523 0.668 0.754 0.549 0.644 0.833 1237 1238 1239 1240 1241 1242 1243 1244 1246 1247 1248 1249 1250 0.594 0.810 0.708 0.834 0.768 0.682 0.806 0.643 0.674 0.695 0.622 0.711 0.785 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 0.566 0.734 0.529 0.549 0.762 0.634 0.787 0.854 0.695 0.540 0.528 0.722 0.748 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 0.816 0.512 0.533 0.783 0.633 0.624 0.520 0.628 0.647 0.643 0.738 0.690 0.841 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 0.575 0.805 0.725 0.761 0.684 0.577 0.649 0.510 0.658 0.781 0.552 0.826 0.701 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 0.853 0.807 0.591 0.714 0.784 0.787 0.557 0.704 0.637 0.546 0.666 0.636 0.633 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 0.801 0.790 0.812 0.640 0.646 0.651 0.834 0.783 0.625 0.550 0.702 0.823 0.733 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 0.595 0.681 0.842 0.515 0.816 0.677 0.667 0.855 0.771 0.626 0.746 0.737 0.701 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 0.587 0.736 0.621 0.563 0.545 0.783 0.825 0.585 0.532 0.739 0.695 0.826 0.624 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 0.730 0.591 0.552 0.505 0.580 0.563 0.539 0.687 0.846 0.730 0.846 0.564 0.729 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 0.806 0.775 0.663 0.697 0.807 0.716 0.544 0.554 0.563 0.526 0.695 0.790 0.637 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 0.519 0.834 0.518 0.818 0.597 0.844 0.853 0.601 0.674 0.504 0.658 0.528 0.848 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 0.589 0.787 0.741 0.655 0.744 0.823 0.843 0.550 0.686 0.679 0.750 0.679 0.807 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 0.743 0.833 0.556 0.652 0.743 0.836 0.801 0.824 0.579 0.827 0.630 0.691 0.552 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 0.559 0.835 0.608 0.537 0.571 0.768 0.722 0.658 0.806 0.785 0.841 0.774 0.724 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 0.571 0.852 0.740 0.681 0.562 0.673 0.740 0.748 0.550 0.522 0.634 0.785 0.777 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 0.783 0.848 0.839 0.773 0.579 0.619 0.830 0.505 0.771 0.517 0.577 0.694 0.574 1446 1447 1448 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 0.642 0.555 0.827 0.688 0.797 0.567 0.602 0.595 0.602 0.762 0.563 0.752 0.830 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 0.780 0.620 0.671 0.617 0.718 0.600 0.660 0.824 0.724 0.733 0.850 0.790 0.710 1473 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 0.610 0.653 0.778 0.751 0.524 0.572 0.567 0.565 0.796 0.687 0.562 0.850 0.804 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 0.558 0.829 0.723 0.547 0.838 0.734 0.556 0.764 0.547 0.527 0.634 0.537 0.499 1500 0.641 > print( residuals( testTobit2Ml, part = "outcome" ) ) 1 2 3 4 5 6 7 8 NA NA 1.054188 -0.662450 0.087584 -1.112457 0.677377 0.511984 9 10 11 12 13 14 15 16 -1.183045 NA -1.620101 NA 1.792759 NA 0.040892 0.702113 17 18 19 21 22 23 24 25 0.071480 0.093802 -1.045190 NA NA -0.474551 -0.870587 -1.504719 26 27 28 29 30 31 32 33 NA -0.921448 0.107302 1.074080 -0.912580 NA -1.425441 NA 35 36 37 38 39 40 41 42 NA NA 0.498277 -2.435011 -0.654047 0.154812 -0.569830 -1.890633 43 44 45 46 47 48 49 50 -2.047978 -0.805570 -1.953729 NA NA 0.371605 0.358760 NA 51 52 53 54 55 56 57 58 0.739589 NA NA -1.682234 NA -1.178512 0.167167 NA 59 60 61 62 63 64 65 66 NA NA -2.513575 1.221667 NA -0.048950 -0.574206 NA 67 68 69 70 71 72 73 74 0.241603 0.683387 1.110121 0.088271 NA -0.542106 -1.046614 -0.038923 75 76 77 78 79 80 81 82 -2.591878 NA NA 0.148528 NA -0.627828 -2.566295 NA 83 84 85 86 87 88 89 90 0.126977 NA 0.040097 -2.058052 0.284794 NA NA NA 91 92 93 94 95 96 97 98 1.079053 -0.972562 -2.097545 NA -1.489308 0.009558 NA NA 99 100 101 102 103 104 105 106 0.218584 -0.800310 -0.616603 -0.169874 NA NA NA -0.573250 107 108 109 110 111 112 113 114 NA -1.742963 NA NA -1.930285 -0.120750 NA 0.479391 115 116 117 118 119 120 121 122 NA 0.623479 NA -0.718029 0.457574 -0.707173 NA NA 124 125 126 127 128 129 130 131 -0.955450 -2.266132 -0.088430 NA -0.047953 -1.345988 0.696168 -2.625633 132 133 134 135 136 137 138 139 -2.189179 -0.461107 0.252178 -0.611853 0.311190 NA 0.635893 -0.766355 140 141 142 143 144 145 146 147 -0.550841 -1.305437 -0.469194 NA NA -0.675349 -1.239029 1.264073 148 150 151 152 153 154 155 156 -0.832855 -0.806009 -2.057699 0.108201 -2.156132 0.409125 -0.436134 0.658991 157 158 159 160 161 162 163 164 -0.109926 NA -0.694708 NA -0.105791 NA 0.009695 -1.305281 165 166 167 168 169 170 171 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NA -2.371817 1272 1273 1274 1275 1276 1277 1278 1279 -0.909645 -0.930406 -0.537375 -1.670181 -0.242072 0.392464 -0.415230 1.341993 1280 1281 1282 1283 1284 1285 1286 1287 -0.868214 -0.196075 NA -0.618784 NA NA -1.033934 -0.285199 1288 1289 1290 1291 1292 1293 1294 1295 0.502922 -0.133291 -0.391937 0.459967 -1.417646 0.260345 -0.368333 -1.157664 1296 1297 1298 1299 1300 1301 1302 1303 -0.075947 0.487029 NA -0.575721 1.119625 NA NA NA 1304 1305 1306 1307 1308 1309 1310 1311 NA -0.537741 NA NA NA -0.477388 NA -1.133603 1312 1313 1314 1315 1316 1317 1318 1319 NA -0.498279 0.047033 -1.006804 2.056793 NA NA -0.756612 1320 1321 1322 1323 1324 1325 1326 1327 -1.101100 -0.335505 0.790831 1.213693 0.058854 NA NA NA 1328 1329 1330 1331 1332 1333 1334 1335 0.165363 -0.604113 0.257177 0.218774 NA -2.234801 2.188881 -0.973501 1336 1337 1338 1339 1340 1341 1342 1343 0.496425 NA -0.030704 -2.213445 0.620940 0.094905 NA -0.468004 1344 1345 1346 1347 1348 1349 1350 1351 NA -1.760602 NA NA -1.540783 NA -1.695933 0.152982 1352 1353 1354 1355 1356 1357 1358 1359 NA -1.492889 -0.622602 1.258152 1.427382 -0.001522 0.204009 0.028208 1360 1361 1362 1363 1364 1365 1366 1367 0.363981 0.119474 NA NA -0.141626 NA 0.359268 NA 1368 1369 1370 1371 1372 1373 1374 1375 NA NA NA -0.731647 NA 0.340117 0.243504 -0.998937 1376 1377 1378 1379 1380 1381 1382 1383 NA 1.136808 -0.847752 NA -1.566930 0.315288 -0.999654 -0.403024 1384 1385 1386 1387 1388 1389 1390 1391 0.467429 0.499046 -1.261668 -2.128887 NA NA -0.702607 -0.336449 1392 1393 1394 1395 1396 1397 1398 1399 -0.108182 NA -1.364517 -0.195867 NA -0.201897 -0.022284 -0.028240 1400 1401 1402 1403 1404 1405 1406 1407 0.190334 -0.468344 NA 0.594241 0.995588 -0.329286 NA NA 1408 1409 1410 1411 1412 1413 1414 1415 NA -0.525813 -0.483648 NA NA NA 0.220878 -0.066412 1416 1417 1418 1419 1420 1421 1422 1423 -0.419679 -0.059416 0.228502 -0.664203 -1.239936 0.399129 -0.188681 0.565434 1424 1425 1426 1427 1428 1429 1430 1431 -0.892139 NA 0.355710 NA NA NA -0.006786 NA 1432 1433 1434 1435 1436 1437 1438 1439 0.526912 0.621858 -0.528675 -0.211796 NA NA NA -0.604275 1440 1441 1442 1443 1444 1445 1446 1447 NA -1.011692 NA -1.295525 -0.467868 NA -0.092411 NA 1448 1450 1451 1452 1453 1454 1455 1456 -2.376362 0.884453 0.739198 NA -1.762211 -0.461416 -0.936293 0.000632 1457 1458 1459 1460 1461 1462 1463 1464 -0.027886 1.329227 0.170678 0.403925 -1.521456 -2.422646 0.721973 -1.087358 1465 1466 1467 1468 1469 1470 1471 1472 NA -1.857372 -1.286428 NA NA -1.183462 -0.048415 -0.250094 1473 1475 1476 1477 1478 1479 1480 1481 -0.520757 0.588082 NA NA -1.136410 -0.535302 0.026230 NA 1482 1483 1484 1485 1486 1487 1488 1489 -0.910107 1.249995 -0.402791 1.306642 1.230421 -1.092708 -0.253166 -1.933436 1490 1491 1492 1493 1494 1495 1496 1497 -0.329089 -0.612028 NA 1.146694 NA 0.469677 -0.536301 -2.382352 1498 1499 1500 NA NA NA > all.equal( residuals( testTobit2Ml ), + residuals( testTobit2Ml, part = "outcome" ) ) [1] TRUE > print( residuals( testTobit2Ml, part = "selection" ) ) 1 2 3 4 5 6 7 8 9 10 11 -1.959 -1.559 0.745 0.876 0.734 1.101 0.617 0.569 0.646 -1.318 1.139 12 13 14 15 16 17 18 19 21 22 23 -1.223 0.609 -1.614 0.676 0.875 1.032 0.863 0.618 -1.392 -1.920 1.180 24 25 26 27 28 29 30 31 32 33 35 1.053 0.640 -1.396 0.779 1.089 0.739 1.164 -1.330 0.665 -1.250 -1.616 36 37 38 39 40 41 42 43 44 45 46 -1.256 0.600 1.147 1.115 0.688 0.829 0.724 1.160 0.858 0.986 -1.215 47 48 49 50 51 52 53 54 55 56 57 -1.438 0.872 0.924 -1.506 0.709 -1.613 -1.511 1.028 -1.516 1.120 1.045 58 59 60 61 62 63 64 65 66 67 68 -1.392 -1.425 -1.276 0.886 0.726 -1.218 0.975 1.138 -1.232 0.616 0.938 69 70 71 72 73 74 75 76 77 78 79 0.953 0.687 -1.289 0.897 1.096 1.096 1.097 -1.329 -1.848 0.584 -1.298 80 81 82 83 84 85 86 87 88 89 90 0.660 0.646 -1.224 0.589 -1.281 0.857 0.846 1.067 -1.366 -1.537 -1.400 91 92 93 94 95 96 97 98 99 100 101 0.719 1.078 0.942 -1.958 1.167 1.125 -1.383 -1.502 0.819 0.784 0.620 102 103 104 105 106 107 108 109 110 111 112 1.085 -1.272 -1.361 -1.507 0.565 -1.758 1.042 -1.276 -1.290 0.821 0.721 113 114 115 116 117 118 119 120 121 122 124 -1.815 0.970 -1.502 0.604 -1.229 0.715 0.852 0.825 -1.340 -1.742 0.619 125 126 127 128 129 130 131 132 133 134 135 1.046 0.928 -1.775 0.990 1.135 0.813 0.836 0.803 0.876 0.569 0.893 136 137 138 139 140 141 142 143 144 145 146 0.646 -1.787 0.733 0.776 1.090 0.622 0.698 -1.894 -1.699 0.756 0.583 147 148 150 151 152 153 154 155 156 157 158 1.088 0.998 0.787 0.951 0.680 0.686 0.758 0.808 1.122 1.156 -1.580 159 160 161 162 163 164 165 166 167 168 169 0.790 -1.543 0.837 -1.265 0.574 0.821 -1.228 -1.348 1.147 -1.309 -1.737 170 171 172 173 174 175 176 177 178 179 180 0.952 0.917 -1.949 1.009 0.799 0.571 0.752 -1.954 -1.399 0.608 -1.259 181 182 183 184 185 186 187 188 189 190 191 0.648 0.912 -1.429 -1.307 0.660 0.688 0.943 0.854 -1.315 0.780 0.857 192 193 194 195 196 197 198 199 200 201 202 0.579 0.929 0.678 0.753 0.867 -1.560 1.155 0.929 0.945 0.630 -1.956 203 204 205 206 207 208 209 210 211 212 213 -1.622 1.090 -1.702 0.652 -1.407 0.712 0.647 0.904 -1.529 0.866 0.727 214 215 216 217 218 219 220 221 222 223 224 0.674 0.896 0.867 0.964 0.564 1.099 0.922 1.121 0.596 0.564 0.858 225 226 227 228 229 230 231 232 233 234 235 -1.364 -1.666 -1.382 0.974 0.647 0.862 0.876 0.722 0.904 0.928 0.756 236 237 238 239 240 241 242 243 244 245 246 -1.327 -1.766 0.946 1.173 0.569 0.614 0.791 1.133 -1.268 0.675 0.935 247 248 249 250 251 252 253 254 255 256 257 -1.281 0.652 0.924 -1.737 1.133 -1.326 0.627 0.657 -1.485 -1.940 0.610 258 259 260 261 262 263 264 265 266 267 268 0.772 0.677 0.595 0.853 -1.548 1.009 0.673 0.746 0.924 -1.265 0.560 269 270 271 272 273 274 275 276 277 278 279 0.756 0.828 0.703 0.627 0.710 0.763 1.003 -1.822 -1.875 0.576 0.650 280 281 282 283 284 285 286 287 288 289 290 1.028 0.596 1.116 1.046 0.687 0.642 0.920 -1.484 -1.825 0.658 0.772 291 292 293 294 295 296 297 298 299 300 301 -1.547 0.601 0.791 1.047 -1.284 0.576 0.653 0.962 -1.224 1.070 -1.743 302 303 304 305 306 307 308 309 310 311 312 0.784 0.862 0.877 -1.230 -1.619 -1.198 0.976 1.172 0.667 0.660 0.765 313 314 315 316 317 318 319 320 321 322 323 0.936 0.961 0.630 1.180 -1.285 0.917 -1.682 -1.920 0.980 0.602 0.958 324 325 326 327 328 329 330 331 332 333 334 0.774 0.708 -1.741 0.596 0.610 0.718 0.877 -1.536 0.772 0.636 -1.728 335 336 337 338 339 340 341 342 343 344 345 0.856 0.572 0.852 -1.457 0.780 0.626 -1.616 -1.958 0.836 1.168 -1.352 346 347 348 349 350 351 352 353 354 355 356 0.699 0.932 -1.341 0.997 1.097 0.777 0.871 -1.521 0.992 -1.887 0.584 357 358 359 360 361 362 363 364 365 366 367 0.785 0.616 -1.647 0.846 0.967 -1.793 1.032 0.739 0.624 0.587 0.583 368 369 370 371 372 373 374 375 376 377 378 0.938 0.609 0.562 -1.673 0.822 -1.391 1.123 -1.301 -1.635 0.708 1.147 379 380 381 382 383 384 385 386 387 388 389 0.967 0.994 0.806 0.872 0.891 -1.722 -1.267 0.652 0.991 0.665 -1.288 390 391 392 393 394 395 396 397 398 399 400 0.696 1.062 0.695 -1.195 -1.447 0.847 0.880 0.903 -1.288 0.708 -1.260 401 402 403 404 405 406 407 408 409 410 411 0.669 -1.775 0.665 -1.950 1.152 1.001 0.867 0.960 0.597 0.767 1.035 412 413 414 415 416 417 418 420 421 422 423 1.066 1.086 -1.247 0.647 1.113 0.980 0.594 -1.646 1.111 -1.404 -1.445 424 425 426 427 428 429 430 431 432 433 434 0.712 0.593 1.114 -1.839 0.949 0.644 -1.501 -1.295 0.745 -1.549 0.760 435 436 437 438 439 440 441 442 443 444 445 -1.778 0.565 0.935 0.799 -1.236 1.085 0.786 -1.371 0.859 0.621 1.069 446 448 449 450 451 452 453 454 455 456 457 -1.858 0.580 1.061 0.724 0.636 0.871 0.848 0.946 0.961 0.740 -1.545 458 459 460 461 462 463 464 465 466 467 468 -1.354 0.791 0.790 0.647 0.682 0.740 0.678 0.726 0.671 0.657 0.856 469 470 471 472 473 474 475 476 477 478 479 -1.636 1.101 -1.330 -1.258 1.077 0.965 1.074 0.826 1.096 0.856 0.966 480 481 482 483 484 485 486 487 488 489 490 0.968 0.972 -1.680 -1.461 0.696 0.732 0.992 0.905 0.840 0.612 -1.239 491 492 493 494 495 496 498 499 500 501 502 0.758 0.564 0.661 -1.480 0.961 0.648 0.694 0.910 0.684 0.862 1.071 503 504 505 506 507 508 509 510 511 512 513 -1.516 1.163 -1.523 1.127 -1.324 0.747 -1.941 0.648 0.966 1.130 -1.249 514 515 516 517 518 519 520 521 522 523 524 -1.434 1.057 0.703 0.720 -1.791 -1.213 0.869 -1.457 0.774 -1.427 0.606 525 526 527 528 529 530 531 532 534 535 536 0.888 0.683 0.671 0.681 -1.341 0.920 0.799 -1.325 -1.338 0.671 0.929 537 538 539 540 541 542 543 544 545 546 547 1.141 0.786 0.586 -1.308 0.727 -1.322 0.755 1.015 0.945 -1.415 0.652 548 549 550 551 552 553 554 555 556 557 558 -1.258 0.661 -1.358 0.684 0.671 0.776 1.108 -1.654 1.099 0.678 0.856 559 560 561 562 563 564 565 566 567 568 569 0.890 0.726 0.752 -1.368 0.944 0.707 -1.472 1.105 0.821 1.047 0.892 570 571 572 573 574 575 576 577 578 579 580 0.941 0.714 -1.723 0.737 0.607 -1.472 0.975 0.921 0.947 0.991 1.088 581 582 583 584 585 586 587 588 589 590 591 0.813 -1.353 1.032 0.617 0.893 0.693 0.761 0.742 0.761 0.909 1.013 592 593 594 595 596 597 598 599 600 601 602 0.621 -1.716 -1.360 -1.446 -1.659 1.027 0.761 0.672 0.851 -1.309 -1.511 603 604 605 606 607 608 609 610 611 612 613 1.061 0.749 0.907 -1.206 -1.683 1.153 0.941 0.929 0.631 0.950 0.829 614 615 616 617 618 619 620 621 622 623 624 0.777 0.613 -1.959 0.837 -1.300 0.628 0.706 -1.445 0.881 -1.945 0.792 625 626 627 628 629 630 631 632 633 634 635 0.870 1.179 -1.797 -1.303 0.644 0.810 0.636 0.720 0.856 -1.326 0.799 636 637 638 639 640 641 642 643 644 645 646 1.063 -1.308 -1.372 -1.220 -1.719 0.636 -1.225 -1.881 -1.215 1.020 0.587 647 648 649 650 651 652 653 654 655 656 657 0.896 -1.184 -1.229 0.766 0.637 1.002 0.796 0.756 0.846 0.606 1.087 658 659 660 661 662 663 664 665 666 667 668 0.656 -1.873 -1.385 0.895 0.976 -1.653 1.150 0.869 -1.330 0.630 0.756 669 670 671 672 673 674 675 676 677 678 679 0.905 0.697 -1.404 1.159 0.609 1.176 0.805 -1.228 0.920 0.690 1.079 680 681 682 683 684 685 686 687 688 689 690 0.938 0.712 0.646 0.963 1.113 0.781 -1.518 -1.473 0.957 -1.638 0.728 691 692 693 694 695 696 697 698 699 700 701 0.597 -1.325 0.748 0.723 -1.412 0.702 0.577 0.671 0.855 0.574 1.019 702 703 704 705 706 707 708 709 710 711 712 1.020 0.568 0.860 0.753 0.568 -1.182 0.853 -1.868 -1.185 0.769 0.804 713 714 715 716 717 718 719 720 721 722 723 0.698 0.570 0.622 -1.192 -1.820 1.065 -1.586 -1.332 0.676 -1.279 0.628 724 725 726 727 728 729 730 731 732 733 734 0.854 0.938 -1.429 -1.681 0.614 -1.469 0.612 0.715 1.137 0.892 0.854 735 736 737 738 739 740 741 742 743 744 745 -1.529 -1.226 -1.755 -1.319 0.934 0.675 0.707 -1.527 1.034 -1.641 1.052 746 747 748 749 750 751 752 753 754 755 756 0.940 -1.231 -1.207 0.758 1.073 0.803 0.820 1.167 0.848 0.668 0.627 757 758 759 760 761 762 763 764 765 766 767 -1.380 -1.670 -1.295 0.872 0.802 1.006 0.705 0.845 1.002 0.780 -1.405 768 769 770 771 772 773 774 775 776 777 778 1.014 -1.406 -1.427 -1.195 -1.806 0.968 1.075 -1.336 -1.609 0.682 -1.837 779 780 781 783 784 785 786 787 788 789 790 0.603 -1.454 0.839 -1.223 -1.814 -1.811 0.821 -1.424 0.975 0.743 -1.269 791 792 793 794 795 796 797 798 799 800 801 -1.450 0.842 -1.405 -1.418 -1.286 0.844 0.679 1.006 0.986 0.809 0.603 802 803 804 805 806 807 808 809 810 811 812 -1.386 0.699 0.683 0.628 -1.837 -1.313 -1.299 -1.284 -1.897 0.644 0.695 813 814 815 816 817 818 819 820 821 822 823 1.010 -1.719 1.040 1.156 -1.427 -1.551 0.776 0.829 -1.937 0.649 0.631 824 825 826 827 828 829 830 831 832 833 834 1.114 1.077 -1.267 -1.646 0.675 0.628 0.665 1.000 0.819 0.667 -1.954 835 836 837 838 839 840 841 842 843 844 845 -1.777 0.603 0.786 1.030 0.581 0.620 0.766 0.733 1.158 -1.913 0.705 846 847 848 849 850 851 852 853 854 855 856 0.928 -1.808 0.856 1.083 -1.261 0.902 -1.185 -1.407 0.631 0.703 -1.871 857 858 859 860 861 862 863 864 865 866 867 0.904 0.823 0.652 0.671 1.016 -1.473 0.700 1.103 0.606 0.751 -1.819 868 869 870 871 872 873 874 875 876 877 878 -1.674 0.586 0.981 0.907 -1.290 -1.372 -1.466 -1.460 1.159 -1.502 0.931 879 880 881 882 883 884 885 886 887 888 889 -1.833 0.977 0.620 0.622 -1.312 0.863 0.832 0.902 -1.368 1.101 0.822 890 891 892 893 894 895 896 897 898 899 900 0.837 0.563 0.734 -1.468 0.615 1.178 0.751 0.804 -1.497 0.914 0.814 901 902 903 904 905 906 907 908 909 910 911 0.767 -1.309 0.943 0.618 0.883 -1.217 0.689 0.729 -1.881 0.820 0.677 912 913 914 915 916 917 918 919 920 921 922 0.807 1.062 -1.275 -1.176 0.968 0.862 0.876 0.613 0.664 -1.502 -1.480 923 924 925 926 927 928 929 930 931 932 933 1.097 -1.741 -1.281 0.701 0.838 0.969 0.917 -1.188 -1.219 0.645 0.687 934 935 936 937 938 939 940 941 942 943 944 -1.829 1.114 0.806 -1.698 0.800 -1.632 1.004 0.629 0.965 -1.543 0.593 945 946 947 948 949 950 951 952 953 954 956 -1.376 -1.402 0.932 0.714 -1.744 0.718 1.037 0.645 -1.685 0.656 0.798 957 958 959 960 961 962 963 964 965 966 967 1.155 -1.538 1.064 -1.683 0.859 -1.603 0.759 0.857 1.081 0.566 0.763 968 969 970 971 972 973 974 975 976 977 978 0.591 0.976 -1.255 0.728 0.774 0.594 0.730 -1.423 0.698 0.904 -1.473 979 980 981 982 983 984 985 986 987 988 989 -1.247 1.093 -1.268 0.654 0.609 0.591 -1.346 0.597 0.779 -1.248 0.906 990 991 992 993 994 995 996 997 998 999 1000 0.965 -1.455 0.717 -1.864 1.085 0.767 0.601 0.625 0.710 0.702 -1.312 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 -1.390 0.670 -1.225 -1.891 0.946 0.573 -1.489 0.651 0.689 -1.186 -1.909 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1.018 -1.324 0.799 0.632 0.908 0.584 0.909 -1.202 0.835 -1.640 0.934 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 -1.369 0.954 0.889 1.047 0.874 0.966 1.083 0.851 -1.356 0.795 0.724 1034 1035 1037 1038 1039 1040 1041 1042 1043 1045 1046 0.610 0.807 1.117 -1.193 1.009 -1.539 -1.763 -1.184 0.641 1.173 -1.264 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 -1.646 -1.439 0.694 0.719 1.136 -1.430 -1.713 0.712 0.965 0.736 0.897 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 -1.328 0.718 -1.495 0.614 1.174 0.795 0.970 0.627 0.971 0.667 -1.849 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 0.666 0.687 -1.448 -1.266 0.778 0.723 0.661 0.729 0.565 0.676 1.129 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 -1.335 0.745 0.780 1.013 0.599 1.102 1.061 -1.459 0.759 0.627 -1.587 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 0.632 0.774 -1.802 -1.219 -1.468 1.180 1.100 0.657 0.639 -1.546 0.718 1102 1103 1104 1105 1106 1107 1108 1109 1110 1112 1113 1.048 0.813 0.719 0.598 0.944 0.773 1.007 1.162 0.561 1.133 1.004 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1.065 0.957 -1.722 0.998 0.967 -1.279 0.586 0.559 0.568 0.984 1.081 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 -1.328 0.665 1.015 -1.234 0.798 0.758 1.113 0.642 0.654 0.889 0.784 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 0.970 0.625 -1.564 1.018 0.676 0.590 0.607 0.565 -1.473 0.727 -1.419 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 0.671 -1.631 0.959 -1.581 0.650 0.730 1.138 -1.191 -1.911 0.870 0.646 1158 1159 1161 1162 1163 1164 1165 1166 1167 1168 1169 -1.545 -1.263 0.899 0.627 0.827 -1.356 0.607 0.960 0.756 -1.263 1.160 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 0.821 0.902 0.563 0.684 0.965 0.887 -1.855 0.560 0.642 0.929 -1.511 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1.072 0.706 0.811 0.950 0.894 -1.345 1.057 1.134 0.689 -1.790 -1.338 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 -1.327 0.646 0.848 0.592 -1.794 0.990 -1.814 0.867 0.642 0.659 0.635 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 0.940 -1.472 -1.241 -1.820 1.151 0.589 0.601 0.735 0.770 0.686 0.860 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 0.621 0.650 0.580 0.793 -1.254 -1.472 0.596 -1.262 0.919 -1.441 0.694 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1.178 0.772 0.666 0.633 0.611 1.136 -1.217 0.898 0.751 -1.262 0.938 1236 1237 1238 1239 1240 1241 1242 1243 1244 1246 1247 0.604 -1.344 -1.822 -1.569 0.602 0.726 0.875 0.657 -1.435 0.889 0.853 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 -1.394 0.825 -1.753 -1.293 0.787 1.128 1.095 0.738 0.955 0.692 0.563 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 -1.541 1.110 -1.225 0.807 -1.659 -1.840 -1.197 1.121 0.699 0.957 0.971 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 -1.211 0.965 0.933 0.939 0.780 0.862 0.589 1.051 0.659 0.802 0.739 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 0.871 -1.313 0.929 -1.194 -1.465 0.704 1.090 0.618 0.843 0.565 0.655 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 1.025 0.822 0.698 0.692 1.082 0.838 -1.423 1.101 0.901 -1.422 -1.415 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 -1.796 -1.768 0.646 -1.429 -1.441 -1.451 0.603 -1.748 0.969 -1.264 0.842 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 0.625 0.788 1.018 -1.512 -1.923 1.151 0.637 0.884 0.901 0.560 0.721 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 -1.403 -1.656 -1.635 0.843 1.032 0.783 0.976 -1.287 1.102 0.700 0.620 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 1.035 -1.232 0.779 0.853 0.619 0.971 -1.618 1.025 -1.267 1.170 -1.317 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 -1.286 1.112 -1.525 0.578 0.793 -1.934 1.071 0.796 0.656 0.714 0.907 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 0.849 0.655 0.817 1.104 -1.271 -1.287 1.134 -1.542 0.687 -1.424 -1.211 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 -1.894 -1.208 0.634 -1.347 0.583 0.563 1.010 -1.498 1.171 0.915 -1.226 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 0.575 1.029 0.692 0.774 0.920 0.769 0.625 0.585 -1.264 -1.522 0.880 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 0.758 0.880 -1.814 0.771 0.605 -1.274 0.924 0.770 0.599 0.666 0.622 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 -1.315 0.616 0.961 0.860 -1.267 -1.279 -1.898 0.997 1.114 -1.301 -1.709 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 -1.599 0.915 0.657 0.697 0.589 0.716 0.804 1.059 0.566 0.776 0.877 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 1.073 -1.494 0.777 -1.661 -1.263 -1.214 0.955 -1.753 0.710 0.699 0.574 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 0.592 -1.722 -1.316 -1.390 0.610 -1.185 0.720 -1.206 1.049 0.855 -1.307 1446 1447 1448 1450 1451 1452 1453 1454 1455 1456 1457 0.941 -1.273 0.615 0.865 0.673 -1.294 1.007 1.019 1.008 0.738 1.071 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 0.755 0.610 0.704 0.977 0.893 0.983 0.813 -1.353 0.911 0.622 -1.605 1469 1470 1471 1472 1473 1475 1476 1477 1478 1479 1480 -1.625 0.570 0.687 0.827 0.995 0.923 -1.735 -1.668 1.136 1.057 1.065 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 -1.291 0.676 0.866 1.074 0.571 0.660 1.080 0.612 0.805 1.098 0.594 1492 1493 1494 1495 1496 1497 1498 1499 1500 -1.627 1.084 -1.699 1.098 1.132 0.955 -1.241 -1.176 -1.431 > all.equal( residuals( testTobit2Ml, part = "selection" ), + residuals( testTobit2Ml, part = "selection", type = "deviance" ) ) [1] TRUE > !isTRUE( all.equal( residuals( testTobit2TwoStep, part = "selection" ), + residuals( testTobit2Ml, part = "selection" ) ) ) [1] TRUE > print( residuals( testTobit2Ml, part = "selection", type = "pearson" ) ) 1 2 3 4 5 6 7 8 9 10 11 -2.412 -1.540 0.565 0.684 0.556 0.912 0.458 0.419 0.482 -1.176 0.956 12 13 14 15 16 17 18 19 21 22 23 -1.054 0.451 -1.636 0.507 0.683 0.838 0.671 0.459 -1.278 -2.307 1.003 24 25 26 27 28 29 30 31 32 33 35 0.860 0.477 -1.285 0.596 0.899 0.560 0.985 -1.192 0.497 -1.089 -1.640 36 37 38 39 40 41 42 43 44 45 46 -1.096 0.444 0.964 0.928 0.517 0.640 0.547 0.980 0.667 0.791 -1.045 47 48 49 50 51 52 53 54 55 56 57 -1.346 0.680 0.729 -1.451 0.535 -1.635 -1.460 0.834 -1.468 0.934 0.853 58 59 60 61 62 63 64 65 66 67 68 -1.279 -1.326 -1.121 0.694 0.549 -1.048 0.780 0.954 -1.065 0.457 0.743 69 70 71 72 73 74 75 76 77 78 79 0.758 0.516 -1.138 0.703 0.907 0.908 0.908 -1.191 -2.126 0.431 -1.150 80 81 82 83 84 85 86 87 88 89 90 0.493 0.482 -1.056 0.435 -1.128 0.666 0.655 0.876 -1.241 -1.504 -1.291 91 92 93 94 95 96 97 98 99 100 101 0.543 0.888 0.747 -2.409 0.987 0.939 -1.266 -1.445 0.631 0.600 0.460 102 103 104 105 106 107 108 109 110 111 112 0.896 -1.117 -1.235 -1.454 0.416 -1.920 0.849 -1.121 -1.140 0.633 0.545 113 114 115 116 117 118 119 120 121 122 124 -2.047 0.775 -1.446 0.447 -1.062 0.540 0.662 0.636 -1.206 -1.886 0.460 125 126 127 128 129 130 131 132 133 134 135 0.854 0.734 -1.957 0.796 0.951 0.626 0.647 0.617 0.684 0.419 0.700 136 137 138 139 140 141 142 143 144 145 146 0.482 -1.985 0.555 0.592 0.901 0.462 0.525 -2.239 -1.799 0.575 0.430 147 148 150 151 152 153 154 155 156 157 158 0.899 0.804 0.603 0.756 0.510 0.515 0.577 0.621 0.936 0.975 -1.575 159 160 161 162 163 164 165 166 167 168 169 0.605 -1.513 0.647 -1.107 0.424 0.633 -1.061 -1.217 0.964 -1.164 -1.876 170 171 172 173 174 175 176 177 178 179 180 0.757 0.722 -2.385 0.815 0.613 0.421 0.571 -2.398 -1.289 0.450 -1.099 181 182 183 184 185 186 187 188 189 190 191 0.483 0.718 -1.332 -1.161 0.493 0.517 0.749 0.663 -1.172 0.597 0.666 192 193 194 195 196 197 198 199 200 201 202 0.427 0.735 0.509 0.573 0.676 -1.541 0.973 0.734 0.751 0.469 -2.402 203 204 205 206 207 208 209 210 211 212 213 -1.652 0.901 -1.805 0.487 -1.300 0.537 0.482 0.711 -1.489 0.674 0.550 214 215 216 217 218 219 220 221 222 223 224 0.505 0.702 0.676 0.770 0.415 0.911 0.728 0.935 0.441 0.415 0.667 225 226 227 228 229 230 231 232 233 234 235 -1.239 -1.734 -1.264 0.779 0.483 0.671 0.684 0.546 0.710 0.734 0.575 236 237 238 239 240 241 242 243 244 245 246 -1.189 -1.938 0.751 0.994 0.419 0.455 0.606 0.948 -1.111 0.506 0.741 247 248 249 250 251 252 253 254 255 256 257 -1.127 0.487 0.730 -1.876 0.949 -1.186 0.466 0.491 -1.418 -2.360 0.452 258 259 260 261 262 263 264 265 266 267 268 0.589 0.507 0.440 0.663 -1.522 0.815 0.504 0.567 0.730 -1.108 0.412 269 270 271 272 273 274 275 276 277 278 279 0.576 0.639 0.529 0.466 0.536 0.581 0.809 -2.065 -2.192 0.425 0.485 280 281 282 283 284 285 286 287 288 289 290 0.835 0.441 0.929 0.853 0.516 0.479 0.726 -1.417 -2.071 0.491 0.589 291 292 293 294 295 296 297 298 299 300 301 -1.519 0.445 0.606 0.854 -1.131 0.425 0.488 0.767 -1.056 0.879 -1.889 302 303 304 305 306 307 308 309 310 311 312 0.599 0.671 0.685 -1.063 -1.646 -1.025 0.781 0.993 0.499 0.493 0.583 313 314 315 316 317 318 319 320 321 322 323 0.741 0.766 0.469 1.003 -1.133 0.723 -1.765 -2.305 0.786 0.446 0.763 324 325 326 327 328 329 330 331 332 333 334 0.591 0.534 -1.885 0.441 0.452 0.542 0.685 -1.501 0.589 0.474 -1.858 335 336 337 338 339 340 341 342 343 344 345 0.665 0.421 0.661 -1.374 0.596 0.466 -1.640 -2.409 0.647 0.989 -1.223 346 347 348 349 350 351 352 353 354 355 356 0.526 0.738 -1.207 0.802 0.909 0.594 0.680 -1.477 0.798 -2.221 0.431 357 358 359 360 361 362 363 364 365 366 367 0.600 0.457 -1.697 0.656 0.772 -1.997 0.839 0.560 0.463 0.433 0.430 368 369 370 371 372 373 374 375 376 377 378 0.743 0.452 0.414 -1.747 0.634 -1.277 0.937 -1.154 -1.676 0.533 0.965 379 380 381 382 383 384 385 386 387 388 389 0.772 0.799 0.619 0.680 0.698 -1.846 -1.110 0.487 0.797 0.498 -1.136 390 391 392 393 394 395 396 397 398 399 400 0.523 0.871 0.523 -1.021 -1.360 0.657 0.688 0.710 -1.137 0.534 -1.100 401 402 403 404 405 406 407 408 409 410 411 0.501 -1.957 0.497 -2.386 0.970 0.806 0.675 0.765 0.442 0.584 0.842 412 413 414 415 416 417 418 420 421 422 423 0.874 0.896 -1.084 0.482 0.926 0.785 0.439 -1.696 0.924 -1.295 -1.357 424 425 426 427 428 429 430 431 432 433 434 0.537 0.438 0.928 -2.104 0.755 0.480 -1.443 -1.146 0.566 -1.523 0.578 435 436 437 438 439 440 441 442 443 444 445 -1.965 0.416 0.740 0.613 -1.071 0.895 0.601 -1.249 0.668 0.461 0.878 446 448 449 450 451 452 453 454 455 456 457 -2.148 0.428 0.869 0.547 0.473 0.679 0.658 0.751 0.766 0.561 -1.517 458 459 460 461 462 463 464 465 466 467 468 -1.225 0.606 0.605 0.483 0.512 0.561 0.509 0.550 0.503 0.490 0.665 469 470 471 472 473 474 475 476 477 478 479 -1.678 0.913 -1.192 -1.099 0.887 0.770 0.883 0.637 0.908 0.666 0.771 480 481 482 483 484 485 486 487 488 489 490 0.773 0.777 -1.760 -1.381 0.524 0.554 0.797 0.711 0.651 0.454 -1.074 491 492 493 494 495 496 498 499 500 501 502 0.577 0.415 0.494 -1.410 0.766 0.483 0.522 0.716 0.513 0.671 0.880 503 504 505 506 507 508 509 510 511 512 513 -1.468 0.983 -1.480 0.942 -1.184 0.568 -2.362 0.484 0.771 0.945 -1.087 514 515 516 517 518 519 520 521 522 523 524 -1.340 0.865 0.529 0.544 -1.993 -1.042 0.677 -1.375 0.591 -1.330 0.449 525 526 527 528 529 530 531 532 534 535 536 0.695 0.512 0.502 0.511 -1.208 0.726 0.613 -1.186 -1.203 0.502 0.734 537 538 539 540 541 542 543 544 545 546 547 0.957 0.602 0.433 -1.163 0.550 -1.181 0.574 0.821 0.750 -1.312 0.486 548 549 550 551 552 553 554 555 556 557 558 -1.098 0.494 -1.231 0.514 0.503 0.593 0.921 -1.711 0.911 0.509 0.665 559 560 561 562 563 564 565 566 567 568 569 0.697 0.549 0.572 -1.244 0.749 0.533 -1.398 0.917 0.633 0.854 0.699 570 571 572 573 574 575 576 577 578 579 580 0.747 0.539 -1.847 0.559 0.450 -1.397 0.781 0.727 0.752 0.797 0.898 581 582 583 584 585 586 587 588 589 590 591 0.626 -1.224 0.839 0.458 0.700 0.521 0.580 0.563 0.580 0.715 0.818 592 593 594 595 596 597 598 599 600 601 602 0.462 -1.834 -1.233 -1.358 -1.720 0.833 0.579 0.503 0.660 -1.164 -1.461 603 604 605 606 607 608 609 610 611 612 613 0.870 0.569 0.713 -1.034 -1.768 0.971 0.746 0.735 0.470 0.756 0.640 614 615 616 617 618 619 620 621 622 623 624 0.593 0.454 -2.410 0.647 -1.153 0.467 0.532 -1.356 0.689 -2.374 0.607 625 626 627 628 629 630 631 632 633 634 635 0.679 1.002 -2.007 -1.157 0.480 0.624 0.474 0.544 0.665 -1.187 0.613 636 637 638 639 640 641 642 643 644 645 646 0.872 -1.163 -1.250 -1.051 -1.840 0.473 -1.057 -2.206 -1.045 0.826 0.434 647 648 649 650 651 652 653 654 655 656 657 0.703 -1.008 -1.062 0.584 0.474 0.808 0.611 0.575 0.656 0.449 0.898 658 659 660 661 662 663 664 665 666 667 668 0.490 -2.187 -1.268 0.702 0.781 -1.709 0.968 0.677 -1.193 0.468 0.575 669 670 671 672 673 674 675 676 677 678 679 0.711 0.524 -1.295 0.979 0.451 0.998 0.618 -1.061 0.726 0.519 0.889 680 681 682 683 684 685 686 687 688 689 690 0.744 0.537 0.482 0.768 0.927 0.597 -1.471 -1.400 0.762 -1.680 0.551 691 692 693 694 695 696 697 698 699 700 701 0.442 -1.185 0.568 0.547 -1.307 0.529 0.426 0.503 0.664 0.423 0.825 702 703 704 705 706 707 708 709 710 711 712 0.827 0.418 0.669 0.572 0.418 -1.006 0.662 -2.174 -1.009 0.586 0.618 713 714 715 716 717 718 719 720 721 722 723 0.525 0.420 0.462 -1.018 -2.060 0.873 -1.587 -1.194 0.507 -1.125 0.467 724 725 726 727 728 729 730 731 732 733 734 0.663 0.744 -1.333 -1.763 0.455 -1.393 0.454 0.540 0.953 0.699 0.664 735 736 737 738 739 740 741 742 743 744 745 -1.489 -1.058 -1.914 -1.178 0.739 0.506 0.533 -1.486 0.841 -1.686 0.859 746 747 748 749 750 751 752 753 754 755 756 0.745 -1.064 -1.036 0.577 0.883 0.617 0.633 0.987 0.658 0.500 0.466 757 758 759 760 761 762 763 764 765 766 767 -1.262 -1.741 -1.145 0.680 0.616 0.812 0.531 0.655 0.808 0.596 -1.297 768 769 770 771 772 773 774 775 776 777 778 0.820 -1.299 -1.329 -1.021 -2.027 0.773 0.885 -1.200 -1.628 0.511 -2.099 779 780 781 783 784 785 786 787 788 789 790 0.447 -1.371 0.649 -1.054 -2.045 -2.039 0.633 -1.325 0.780 0.564 -1.113 791 792 793 794 795 796 797 798 799 800 801 -1.364 0.652 -1.298 -1.316 -1.134 0.655 0.510 0.811 0.791 0.622 0.447 802 803 804 805 806 807 808 809 810 811 812 -1.270 0.526 0.512 0.467 -2.098 -1.170 -1.151 -1.132 -2.246 0.480 0.523 813 814 815 816 817 818 819 820 821 822 823 0.816 -1.839 0.847 0.975 -1.330 -1.527 0.592 0.640 -2.350 0.484 0.469 824 825 826 827 828 829 830 831 832 833 834 0.927 0.886 -1.109 -1.695 0.506 0.467 0.497 0.806 0.631 0.499 -2.397 835 836 837 838 839 840 841 842 843 844 845 -1.963 0.447 0.602 0.836 0.429 0.460 0.584 0.555 0.978 -2.288 0.531 846 847 848 849 850 851 852 853 854 855 856 0.734 -2.031 0.666 0.893 -1.102 0.708 -1.010 -1.300 0.470 0.530 -2.180 857 858 859 860 861 862 863 864 865 866 867 0.711 0.635 0.487 0.503 0.821 -1.400 0.527 0.914 0.449 0.570 -2.058 868 869 870 871 872 873 874 875 876 877 878 -1.749 0.433 0.786 0.713 -1.140 -1.250 -1.389 -1.380 0.978 -1.446 0.737 879 880 881 882 883 884 885 886 887 888 889 -2.090 0.782 0.460 0.462 -1.168 0.671 0.643 0.709 -1.245 0.913 0.634 890 891 892 893 894 895 896 897 898 899 900 0.647 0.414 0.556 -1.392 0.456 1.001 0.571 0.618 -1.438 0.720 0.627 901 902 903 904 905 906 907 908 909 910 911 0.585 -1.165 0.748 0.459 0.690 -1.047 0.518 0.551 -2.207 0.633 0.507 912 913 914 915 916 917 918 919 920 921 922 0.621 0.870 -1.120 -0.999 0.773 0.671 0.684 0.455 0.497 -1.446 -1.410 923 924 925 926 927 928 929 930 931 932 933 0.909 -1.885 -1.127 0.527 0.649 0.774 0.723 -1.013 -1.050 0.481 0.516 934 935 936 937 938 939 940 941 942 943 944 -2.080 0.927 0.620 -1.796 0.615 -1.669 0.810 0.468 0.770 -1.513 0.438 945 946 947 948 949 950 951 952 953 954 956 -1.256 -1.293 0.738 0.539 -1.891 0.542 0.844 0.481 -1.770 0.490 0.612 957 958 959 960 961 962 963 964 965 966 967 0.974 -1.504 0.872 -1.766 0.668 -1.618 0.578 0.666 0.891 0.417 0.582 968 969 970 971 972 973 974 975 976 977 978 0.437 0.781 -1.094 0.551 0.591 0.439 0.553 -1.323 0.525 0.710 -1.399 979 980 981 982 983 984 985 986 987 988 989 -1.084 0.905 -1.110 0.488 0.451 0.437 -1.214 0.442 0.595 -1.086 0.713 990 991 992 993 994 995 996 997 998 999 1000 0.770 -1.371 0.541 -2.164 0.895 0.585 0.445 0.464 0.535 0.528 -1.168 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 -1.276 0.501 -1.057 -2.231 0.751 0.422 -1.425 0.486 0.518 -1.010 -2.277 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 0.824 -1.184 0.613 0.471 0.715 0.431 0.716 -1.029 0.646 -1.685 0.739 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 -1.246 0.759 0.696 0.854 0.682 0.771 0.893 0.661 -1.228 0.610 0.548 1034 1035 1037 1038 1039 1040 1041 1042 1043 1045 1046 0.452 0.620 0.931 -1.018 0.815 -1.506 -1.932 -1.008 0.478 0.995 -1.106 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 -1.696 -1.348 0.522 0.543 0.952 -1.334 -1.827 0.537 0.770 0.558 0.704 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 -1.190 0.543 -1.435 0.455 0.996 0.609 0.776 0.466 0.776 0.499 -2.128 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 0.498 0.516 -1.361 -1.108 0.595 0.546 0.494 0.551 0.416 0.506 0.944 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 -1.199 0.565 0.596 0.819 0.443 0.913 0.870 -1.378 0.577 0.466 -1.589 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 0.470 0.591 -2.018 -1.050 -1.392 1.003 0.912 0.491 0.476 -1.518 0.542 1102 1103 1104 1105 1106 1107 1108 1109 1110 1112 1113 0.855 0.626 0.543 0.442 0.749 0.590 0.813 0.983 0.413 0.948 0.809 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 0.874 0.762 -1.845 0.803 0.772 -1.125 0.432 0.411 0.418 0.789 0.891 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 -1.190 0.497 0.821 -1.068 0.612 0.577 0.927 0.479 0.489 0.696 0.600 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 0.775 0.465 -1.549 0.824 0.507 0.436 0.450 0.416 -1.400 0.550 -1.318 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 0.503 -1.667 0.764 -1.578 0.485 0.553 0.955 -1.016 -2.283 0.678 0.482 1158 1159 1161 1162 1163 1164 1165 1166 1167 1168 1169 -1.517 -1.104 0.705 0.466 0.638 -1.228 0.449 0.765 0.575 -1.105 0.980 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 0.633 0.708 0.414 0.513 0.770 0.694 -2.141 0.412 0.478 0.734 -1.460 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 0.881 0.532 0.624 0.755 0.701 -1.213 0.865 0.950 0.518 -1.990 -1.203 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 -1.189 0.481 0.657 0.438 -2.000 0.796 -2.045 0.675 0.478 0.492 0.473 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 0.745 -1.399 -1.077 -2.058 0.970 0.435 0.445 0.556 0.587 0.515 0.669 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 0.462 0.485 0.428 0.608 -1.093 -1.397 0.441 -1.103 0.725 -1.350 0.522 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1.001 0.589 0.498 0.471 0.453 0.952 -1.047 0.705 0.571 -1.103 0.743 1236 1237 1238 1239 1240 1241 1242 1243 1244 1246 1247 0.448 -1.211 -2.064 -1.556 0.446 0.549 0.683 0.490 -1.341 0.696 0.663 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 -1.281 0.637 -1.911 -1.143 0.602 0.943 0.906 0.559 0.760 0.520 0.414 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 -1.509 0.923 -1.058 0.620 -1.721 -2.106 -1.023 0.936 0.526 0.762 0.777 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 -1.040 0.770 0.738 0.745 0.596 0.670 0.435 0.859 0.492 0.616 0.560 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 0.679 -1.169 0.735 -1.020 -1.387 0.530 0.900 0.459 0.653 0.416 0.489 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 0.831 0.634 0.526 0.520 0.892 0.649 -1.324 0.912 0.708 -1.322 -1.313 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 -2.004 -1.942 0.482 -1.332 -1.351 -1.366 0.446 -1.900 0.774 -1.106 0.652 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 0.464 0.604 0.824 -1.461 -2.313 0.970 0.475 0.691 0.707 0.412 0.545 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 -1.295 -1.715 -1.675 0.653 0.839 0.599 0.781 -1.136 0.914 0.527 0.460 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 0.842 -1.066 0.595 0.663 0.460 0.776 -1.644 0.831 -1.109 0.991 -1.175 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 -1.134 0.925 -1.483 0.426 0.608 -2.343 0.880 0.610 0.490 0.539 0.714 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 0.659 0.489 0.629 0.916 -1.115 -1.135 0.950 -1.511 0.516 -1.325 -1.040 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 -2.238 -1.037 0.471 -1.216 0.430 0.414 0.816 -1.439 0.993 0.721 -1.058 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 0.424 0.835 0.520 0.591 0.726 0.587 0.464 0.432 -1.106 -1.478 0.688 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 0.577 0.688 -2.046 0.589 0.448 -1.119 0.730 0.588 0.444 0.498 0.462 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 -1.172 0.457 0.766 0.669 -1.110 -1.125 -2.249 0.803 0.928 -1.153 -1.819 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 -1.610 0.721 0.491 0.524 0.436 0.541 0.617 0.867 0.417 0.593 0.685 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 0.882 -1.433 0.593 -1.723 -1.105 -1.044 0.760 -1.911 0.536 0.526 0.423 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 0.438 -1.844 -1.173 -1.276 0.452 -1.009 0.544 -1.034 0.856 0.664 -1.161 1446 1447 1448 1450 1451 1452 1453 1454 1455 1456 1457 0.746 -1.117 0.457 0.674 0.504 -1.144 0.813 0.825 0.814 0.560 0.880 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 0.575 0.452 0.530 0.783 0.700 0.788 0.626 -1.224 0.717 0.462 -1.621 1469 1470 1471 1472 1473 1475 1476 1477 1478 1479 1480 -1.656 0.420 0.516 0.639 0.800 0.729 -1.872 -1.738 0.953 0.865 0.873 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 -1.140 0.506 0.674 0.883 0.420 0.494 0.890 0.454 0.619 0.909 0.439 1492 1493 1494 1495 1496 1497 1498 1499 1500 -1.661 0.894 -1.798 0.910 0.947 0.760 -1.077 -0.998 -1.335 > !isTRUE( all.equal( + residuals( testTobit2TwoStep, part = "selection", type = "pearson" ), + residuals( testTobit2Ml, part = "selection", type = "pearson" ) ) ) [1] TRUE > print( residuals( testTobit2Ml, part = "selection", type = "response" ) ) 1 2 3 4 5 6 7 8 9 10 11 -0.853 -0.703 0.242 0.319 0.236 0.454 0.174 0.150 0.189 -0.580 0.477 12 13 14 15 16 17 18 19 21 22 23 -0.526 0.169 -0.728 0.204 0.318 0.413 0.311 0.174 -0.620 -0.842 0.501 24 25 26 27 28 29 30 31 32 33 35 0.425 0.185 -0.623 0.262 0.447 0.239 0.492 -0.587 0.198 -0.542 -0.729 36 37 38 39 40 41 42 43 44 45 46 -0.546 0.165 0.482 0.463 0.211 0.291 0.230 0.490 0.308 0.385 -0.522 47 48 49 50 51 52 53 54 55 56 57 -0.644 0.316 0.347 -0.678 0.222 -0.728 -0.681 0.410 -0.683 0.466 0.421 58 59 60 61 62 63 64 65 66 67 68 -0.621 -0.638 -0.557 0.325 0.232 -0.524 0.378 0.477 -0.532 0.173 0.356 69 70 71 72 73 74 75 76 77 78 79 0.365 0.210 -0.564 0.331 0.452 0.452 0.452 -0.587 -0.819 0.157 -0.569 80 81 82 83 84 85 86 87 88 89 90 0.196 0.188 -0.527 0.159 -0.560 0.307 0.301 0.434 -0.606 -0.693 -0.625 91 92 93 94 95 96 97 98 99 100 101 0.228 0.441 0.358 -0.853 0.494 0.469 -0.616 -0.676 0.285 0.264 0.175 102 103 104 105 106 107 108 109 110 111 112 0.445 -0.555 -0.604 -0.679 0.148 -0.787 0.419 -0.557 -0.565 0.286 0.229 113 114 115 116 117 118 119 120 121 122 124 -0.807 0.375 -0.677 0.167 -0.530 0.226 0.305 0.288 -0.593 -0.781 0.175 125 126 127 128 129 130 131 132 133 134 135 0.421 0.350 -0.793 0.388 0.475 0.281 0.295 0.276 0.319 0.150 0.329 136 137 138 139 140 141 142 143 144 145 146 0.189 -0.798 0.235 0.260 0.448 0.176 0.216 -0.834 -0.764 0.248 0.156 147 148 150 151 152 153 154 155 156 157 158 0.447 0.392 0.266 0.364 0.206 0.209 0.250 0.279 0.467 0.488 -0.713 159 160 161 162 163 164 165 166 167 168 169 0.268 -0.696 0.295 -0.551 0.152 0.286 -0.529 -0.597 0.482 -0.575 -0.779 170 171 172 173 174 175 176 177 178 179 180 0.364 0.343 -0.850 0.399 0.273 0.151 0.246 -0.852 -0.624 0.169 -0.547 181 182 183 184 185 186 187 188 189 190 191 0.189 0.340 -0.640 -0.574 0.196 0.211 0.359 0.306 -0.579 0.263 0.307 192 193 194 195 196 197 198 199 200 201 202 0.154 0.351 0.206 0.247 0.313 -0.704 0.486 0.350 0.360 0.180 -0.852 203 204 205 206 207 208 209 210 211 212 213 -0.732 0.448 -0.765 0.192 -0.628 0.224 0.189 0.336 -0.689 0.312 0.232 214 215 216 217 218 219 220 221 222 223 224 0.203 0.330 0.313 0.372 0.147 0.453 0.346 0.467 0.163 0.147 0.308 225 226 227 228 229 230 231 232 233 234 235 -0.605 -0.750 -0.615 0.377 0.189 0.311 0.319 0.229 0.335 0.350 0.249 236 237 238 239 240 241 242 243 244 245 246 -0.586 -0.790 0.361 0.497 0.150 0.172 0.269 0.474 -0.552 0.204 0.354 247 248 249 250 251 252 253 254 255 256 257 -0.560 0.192 0.347 -0.779 0.474 -0.585 0.178 0.194 -0.668 -0.848 0.170 258 259 260 261 262 263 264 265 266 267 268 0.258 0.205 0.162 0.305 -0.698 0.399 0.203 0.243 0.348 -0.551 0.145 269 270 271 272 273 274 275 276 277 278 279 0.249 0.290 0.219 0.178 0.223 0.252 0.396 -0.810 -0.828 0.153 0.190 280 281 282 283 284 285 286 287 288 289 290 0.411 0.163 0.463 0.421 0.210 0.186 0.345 -0.668 -0.811 0.194 0.258 291 292 293 294 295 296 297 298 299 300 301 -0.698 0.165 0.269 0.422 -0.561 0.153 0.192 0.370 -0.527 0.436 -0.781 302 303 304 305 306 307 308 309 310 311 312 0.264 0.310 0.319 -0.531 -0.730 -0.512 0.379 0.497 0.199 0.196 0.254 313 314 315 316 317 318 319 320 321 322 323 0.354 0.370 0.180 0.501 -0.562 0.343 -0.757 -0.842 0.382 0.166 0.368 324 325 326 327 328 329 330 331 332 333 334 0.259 0.222 -0.780 0.163 0.170 0.227 0.319 -0.693 0.258 0.183 -0.775 335 336 337 338 339 340 341 342 343 344 345 0.307 0.151 0.304 -0.654 0.262 0.178 -0.729 -0.853 0.295 0.494 -0.599 346 347 348 349 350 351 352 353 354 355 356 0.217 0.352 -0.593 0.392 0.452 0.261 0.316 -0.686 0.389 -0.831 0.157 357 358 359 360 361 362 363 364 365 366 367 0.265 0.173 -0.742 0.301 0.373 -0.800 0.413 0.239 0.177 0.158 0.156 368 369 370 371 372 373 374 375 376 377 378 0.356 0.169 0.146 -0.753 0.287 -0.620 0.468 -0.571 -0.737 0.221 0.482 379 380 381 382 383 384 385 386 387 388 389 0.373 0.390 0.277 0.316 0.327 -0.773 -0.552 0.192 0.388 0.199 -0.563 390 391 392 393 394 395 396 397 398 399 400 0.215 0.431 0.215 -0.510 -0.649 0.301 0.321 0.335 -0.564 0.222 -0.548 401 402 403 404 405 406 407 408 409 410 411 0.201 -0.793 0.198 -0.851 0.485 0.394 0.313 0.369 0.163 0.255 0.415 412 413 414 415 416 417 418 420 421 422 423 0.433 0.445 -0.540 0.189 0.462 0.381 0.162 -0.742 0.461 -0.627 -0.648 424 425 426 427 428 429 430 431 432 433 434 0.224 0.161 0.463 -0.816 0.363 0.187 -0.676 -0.568 0.243 -0.699 0.251 435 436 437 438 439 440 441 442 443 444 445 -0.794 0.148 0.354 0.273 -0.534 0.445 0.266 -0.609 0.308 0.175 0.435 446 448 449 450 451 452 453 454 455 456 457 -0.822 0.155 0.430 0.231 0.183 0.316 0.302 0.361 0.370 0.239 -0.697 458 459 460 461 462 463 464 465 466 467 468 -0.600 0.269 0.268 0.189 0.208 0.239 0.205 0.232 0.202 0.194 0.307 469 470 471 472 473 474 475 476 477 478 479 -0.738 0.455 -0.587 -0.547 0.440 0.372 0.438 0.289 0.452 0.307 0.373 480 481 482 483 484 485 486 487 488 489 490 0.374 0.376 -0.756 -0.656 0.215 0.235 0.389 0.336 0.298 0.171 -0.536 491 492 493 494 495 496 498 499 500 501 502 0.250 0.147 0.196 -0.665 0.370 0.189 0.214 0.339 0.208 0.310 0.436 503 504 505 506 507 508 509 510 511 512 513 -0.683 0.491 -0.687 0.470 -0.583 0.244 -0.848 0.190 0.373 0.472 -0.542 514 515 516 517 518 519 520 521 522 523 524 -0.642 0.428 0.219 0.228 -0.799 -0.521 0.314 -0.654 0.259 -0.639 0.168 525 526 527 528 529 530 531 532 534 535 536 0.326 0.208 0.201 0.207 -0.593 0.345 0.273 -0.584 -0.591 0.201 0.350 537 538 539 540 541 542 543 544 545 546 547 0.478 0.266 0.158 -0.575 0.232 -0.582 0.248 0.403 0.360 -0.633 0.191 548 549 550 551 552 553 554 555 556 557 558 -0.547 0.196 -0.603 0.209 0.202 0.260 0.459 -0.745 0.454 0.206 0.307 559 560 561 562 563 564 565 566 567 568 569 0.327 0.232 0.247 -0.608 0.360 0.221 -0.662 0.457 0.286 0.422 0.328 570 571 572 573 574 575 576 577 578 579 580 0.358 0.225 -0.773 0.238 0.168 -0.661 0.379 0.346 0.361 0.388 0.446 581 582 583 584 585 586 587 588 589 590 591 0.282 -0.600 0.413 0.173 0.329 0.213 0.251 0.241 0.252 0.338 0.401 592 593 594 595 596 597 598 599 600 601 602 0.176 -0.771 -0.603 -0.648 -0.747 0.410 0.251 0.202 0.304 -0.575 -0.681 603 604 605 606 607 608 609 610 611 612 613 0.431 0.244 0.337 -0.517 -0.758 0.485 0.358 0.351 0.181 0.363 0.291 614 615 616 617 618 619 620 621 622 623 624 0.260 0.171 -0.853 0.295 -0.571 0.179 0.221 -0.648 0.322 -0.849 0.269 625 626 627 628 629 630 631 632 633 634 635 0.315 0.501 -0.801 -0.572 0.187 0.280 0.183 0.228 0.307 -0.585 0.273 636 637 638 639 640 641 642 643 644 645 646 0.432 -0.575 -0.610 -0.525 -0.772 0.183 -0.528 -0.830 -0.522 0.406 0.158 647 648 649 650 651 652 653 654 655 656 657 0.331 -0.504 -0.530 0.254 0.184 0.395 0.272 0.248 0.301 0.168 0.446 658 659 660 661 662 663 664 665 666 667 668 0.194 -0.827 -0.617 0.330 0.379 -0.745 0.484 0.314 -0.587 0.180 0.249 669 670 671 672 673 674 675 676 677 678 679 0.336 0.215 -0.627 0.489 0.169 0.499 0.277 -0.529 0.345 0.212 0.441 680 681 682 683 684 685 686 687 688 689 690 0.356 0.224 0.189 0.371 0.462 0.263 -0.684 -0.662 0.367 -0.738 0.233 691 692 693 694 695 696 697 698 699 700 701 0.163 -0.584 0.244 0.230 -0.631 0.218 0.153 0.202 0.306 0.152 0.405 702 703 704 705 706 707 708 709 710 711 712 0.406 0.149 0.309 0.247 0.149 -0.503 0.305 -0.825 -0.505 0.256 0.276 713 714 715 716 717 718 719 720 721 722 723 0.216 0.150 0.176 -0.509 -0.809 0.433 -0.716 -0.588 0.204 -0.559 0.179 724 725 726 727 728 729 730 731 732 733 734 0.305 0.356 -0.640 -0.757 0.172 -0.660 0.171 0.225 0.476 0.328 0.306 735 736 737 738 739 740 741 742 743 744 745 -0.689 -0.528 -0.786 -0.581 0.353 0.204 0.221 -0.688 0.414 -0.740 0.425 746 747 748 749 750 751 752 753 754 755 756 0.357 -0.531 -0.517 0.250 0.438 0.276 0.286 0.494 0.302 0.200 0.178 757 758 759 760 761 762 763 764 765 766 767 -0.614 -0.752 -0.567 0.316 0.275 0.397 0.220 0.300 0.395 0.262 -0.627 768 769 770 771 772 773 774 775 776 777 778 0.402 -0.628 -0.639 -0.511 -0.804 0.374 0.439 -0.590 -0.726 0.207 -0.815 779 780 781 783 784 785 786 787 788 789 790 0.166 -0.653 0.297 -0.526 -0.807 -0.806 0.286 -0.637 0.378 0.241 -0.553 791 792 793 794 795 796 797 798 799 800 801 -0.651 0.299 -0.627 -0.634 -0.562 0.300 0.206 0.397 0.385 0.279 0.166 802 803 804 805 806 807 808 809 810 811 812 -0.617 0.217 0.208 0.179 -0.815 -0.578 -0.570 -0.562 -0.835 0.187 0.214 813 814 815 816 817 818 819 820 821 822 823 0.400 -0.772 0.418 0.487 -0.639 -0.700 0.260 0.291 -0.847 0.190 0.180 824 825 826 827 828 829 830 831 832 833 834 0.462 0.440 -0.552 -0.742 0.204 0.179 0.198 0.394 0.285 0.199 -0.852 835 836 837 838 839 840 841 842 843 844 845 -0.794 0.166 0.266 0.412 0.155 0.175 0.254 0.235 0.489 -0.840 0.220 846 847 848 849 850 851 852 853 854 855 856 0.350 -0.805 0.307 0.444 -0.549 0.334 -0.505 -0.628 0.181 0.219 -0.826 857 858 859 860 861 862 863 864 865 866 867 0.335 0.287 0.192 0.202 0.403 -0.662 0.217 0.455 0.168 0.245 -0.809 868 869 870 871 872 873 874 875 876 877 878 -0.754 0.158 0.382 0.337 -0.565 -0.610 -0.659 -0.656 0.489 -0.676 0.352 879 880 881 882 883 884 885 886 887 888 889 -0.814 0.380 0.175 0.176 -0.577 0.311 0.293 0.334 -0.608 0.455 0.286 890 891 892 893 894 895 896 897 898 899 900 0.295 0.147 0.236 -0.660 0.172 0.501 0.246 0.276 -0.674 0.341 0.282 901 902 903 904 905 906 907 908 909 910 911 0.255 -0.576 0.359 0.174 0.323 -0.523 0.211 0.233 -0.830 0.286 0.205 912 913 914 915 916 917 918 919 920 921 922 0.278 0.431 -0.556 -0.499 0.374 0.310 0.319 0.171 0.198 -0.676 -0.665 923 924 925 926 927 928 929 930 931 932 933 0.452 -0.780 -0.560 0.218 0.296 0.375 0.343 -0.506 -0.524 0.188 0.210 934 935 936 937 938 939 940 941 942 943 944 -0.812 0.462 0.278 -0.763 0.274 -0.736 0.396 0.179 0.372 -0.696 0.161 945 946 947 948 949 950 951 952 953 954 956 -0.612 -0.626 0.353 0.225 -0.781 0.227 0.416 0.188 -0.758 0.193 0.273 957 958 959 960 961 962 963 964 965 966 967 0.487 -0.694 0.432 -0.757 0.308 -0.724 0.250 0.307 0.442 0.148 0.253 968 969 970 971 972 973 974 975 976 977 978 0.160 0.379 -0.545 0.233 0.259 0.162 0.234 -0.636 0.216 0.335 -0.662 979 980 981 982 983 984 985 986 987 988 989 -0.540 0.450 -0.552 0.193 0.169 0.160 -0.596 0.163 0.262 -0.541 0.337 990 991 992 993 994 995 996 997 998 999 1000 0.372 -0.653 0.227 -0.824 0.445 0.255 0.165 0.177 0.223 0.218 -0.577 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 -0.620 0.201 -0.528 -0.833 0.361 0.151 -0.670 0.191 0.211 -0.505 -0.838 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 0.404 -0.584 0.273 0.181 0.338 0.157 0.339 -0.514 0.295 -0.740 0.353 1023 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 -0.608 0.366 0.326 0.422 0.318 0.373 0.443 0.304 -0.601 0.271 0.231 1034 1035 1037 1038 1039 1040 1041 1042 1043 1045 1046 0.170 0.278 0.464 -0.509 0.399 -0.694 -0.789 -0.504 0.186 0.497 -0.550 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 1057 -0.742 -0.645 0.214 0.228 0.476 -0.640 -0.769 0.224 0.372 0.237 0.331 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 1068 -0.586 0.227 -0.673 0.172 0.498 0.271 0.376 0.178 0.376 0.200 -0.819 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 0.199 0.210 -0.649 -0.551 0.261 0.230 0.196 0.233 0.148 0.204 0.471 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 -0.590 0.242 0.262 0.401 0.164 0.455 0.431 -0.655 0.250 0.178 -0.716 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 0.181 0.259 -0.803 -0.524 -0.660 0.502 0.454 0.194 0.185 -0.697 0.227 1102 1103 1104 1105 1106 1107 1108 1109 1110 1112 1113 0.422 0.282 0.228 0.164 0.359 0.258 0.398 0.491 0.146 0.473 0.396 1114 1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 0.433 0.367 -0.773 0.392 0.373 -0.559 0.158 0.145 0.149 0.384 0.443 1125 1126 1127 1128 1129 1130 1131 1132 1133 1134 1135 -0.586 0.198 0.403 -0.533 0.273 0.250 0.462 0.186 0.193 0.326 0.265 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 0.375 0.178 -0.706 0.404 0.204 0.160 0.168 0.148 -0.662 0.232 -0.635 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 0.202 -0.735 0.369 -0.713 0.190 0.234 0.477 -0.508 -0.839 0.315 0.188 1158 1159 1161 1162 1163 1164 1165 1166 1167 1168 1169 -0.697 -0.549 0.332 0.178 0.289 -0.601 0.168 0.369 0.249 -0.550 0.490 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 0.286 0.334 0.146 0.209 0.372 0.325 -0.821 0.145 0.186 0.350 -0.681 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 0.437 0.220 0.280 0.363 0.330 -0.595 0.428 0.474 0.212 -0.798 -0.591 1192 1193 1194 1195 1196 1197 1198 1199 1200 1201 1202 -0.586 0.188 0.302 0.161 -0.800 0.388 -0.807 0.313 0.186 0.195 0.183 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 0.357 -0.662 -0.537 -0.809 0.485 0.159 0.165 0.236 0.256 0.210 0.309 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 1224 0.176 0.190 0.155 0.270 -0.544 -0.661 0.163 -0.549 0.344 -0.646 0.214 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 0.501 0.258 0.199 0.181 0.170 0.475 -0.523 0.332 0.246 -0.549 0.356 1236 1237 1238 1239 1240 1241 1242 1243 1244 1246 1247 0.167 -0.594 -0.810 -0.708 0.166 0.232 0.318 0.194 -0.643 0.326 0.305 1248 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 -0.622 0.289 -0.785 -0.566 0.266 0.471 0.451 0.238 0.366 0.213 0.146 1259 1260 1261 1262 1263 1264 1265 1266 1267 1268 1269 -0.695 0.460 -0.528 0.278 -0.748 -0.816 -0.512 0.467 0.217 0.367 0.376 1270 1271 1272 1273 1274 1275 1276 1277 1278 1279 1280 -0.520 0.372 0.353 0.357 0.262 0.310 0.159 0.425 0.195 0.275 0.239 1281 1282 1283 1284 1285 1286 1287 1288 1289 1290 1291 0.316 -0.577 0.351 -0.510 -0.658 0.219 0.448 0.174 0.299 0.147 0.193 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 0.409 0.286 0.216 0.213 0.443 0.296 -0.637 0.454 0.334 -0.636 -0.633 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 -0.801 -0.790 0.188 -0.640 -0.646 -0.651 0.166 -0.783 0.375 -0.550 0.298 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 0.177 0.267 0.405 -0.681 -0.842 0.485 0.184 0.323 0.333 0.145 0.229 1325 1326 1327 1328 1329 1330 1331 1332 1333 1334 1335 -0.626 -0.746 -0.737 0.299 0.413 0.264 0.379 -0.563 0.455 0.217 0.175 1336 1337 1338 1339 1340 1341 1342 1343 1344 1345 1346 0.415 -0.532 0.261 0.305 0.174 0.376 -0.730 0.409 -0.552 0.495 -0.580 1347 1348 1349 1350 1351 1352 1353 1354 1355 1356 1357 -0.563 0.461 -0.687 0.154 0.270 -0.846 0.436 0.271 0.194 0.225 0.337 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 0.303 0.193 0.284 0.456 -0.554 -0.563 0.474 -0.695 0.210 -0.637 -0.519 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 -0.834 -0.518 0.182 -0.597 0.156 0.147 0.399 -0.674 0.496 0.342 -0.528 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 0.152 0.411 0.213 0.259 0.345 0.256 0.177 0.157 -0.550 -0.686 0.321 1391 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 0.250 0.321 -0.807 0.257 0.167 -0.556 0.348 0.257 0.164 0.199 0.176 1402 1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 -0.579 0.173 0.370 0.309 -0.552 -0.559 -0.835 0.392 0.463 -0.571 -0.768 1413 1414 1415 1416 1417 1418 1419 1420 1421 1422 1423 -0.722 0.342 0.194 0.215 0.159 0.226 0.276 0.429 0.148 0.260 0.319 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 0.438 -0.673 0.260 -0.748 -0.550 -0.522 0.366 -0.785 0.223 0.217 0.152 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 0.161 -0.773 -0.579 -0.619 0.170 -0.505 0.229 -0.517 0.423 0.306 -0.574 1446 1447 1448 1450 1451 1452 1453 1454 1455 1456 1457 0.358 -0.555 0.173 0.312 0.203 -0.567 0.398 0.405 0.398 0.238 0.437 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 0.248 0.170 0.220 0.380 0.329 0.383 0.282 -0.600 0.340 0.176 -0.724 1469 1470 1471 1472 1473 1475 1476 1477 1478 1479 1480 -0.733 0.150 0.210 0.290 0.390 0.347 -0.778 -0.751 0.476 0.428 0.433 1481 1482 1483 1484 1485 1486 1487 1488 1489 1490 1491 -0.565 0.204 0.313 0.438 0.150 0.196 0.442 0.171 0.277 0.453 0.162 1492 1493 1494 1495 1496 1497 1498 1499 1500 -0.734 0.444 -0.764 0.453 0.473 0.366 -0.537 -0.499 -0.641 > !isTRUE( all.equal( + residuals( testTobit2TwoStep, part = "selection", type = "response" ), + residuals( testTobit2Ml, part = "selection", type = "response" ) ) ) [1] TRUE > all.equal( residuals( testTobit2Ml, part = "selection", type = "response" ), + t2Dat$ys[ t2Samp ] - fitted( testTobit2Ml, part = "selection" ) ) [1] TRUE > round( predict( testTobit2Ml, newdata = t2Dat, type = "link" ), 3 ) 1 2 3 4 5 6 7 8 9 10 11 1.051 0.534 0.700 0.472 0.720 0.115 0.940 1.038 0.883 0.203 0.057 12 13 14 15 16 17 18 19 20 21 22 0.066 0.957 0.607 0.826 0.473 0.221 0.494 0.938 0.017 0.306 1.002 23 24 25 26 27 28 29 30 31 32 33 -0.004 0.188 0.896 0.313 0.638 0.133 0.709 0.019 0.219 0.848 0.107 34 35 36 37 38 39 40 41 42 43 44 0.819 0.610 0.115 0.976 0.045 0.093 0.803 0.552 0.737 0.025 0.502 45 46 47 48 49 50 51 52 53 54 55 0.293 0.055 0.370 0.478 0.393 0.462 0.764 0.606 0.470 0.227 0.476 56 57 58 59 60 61 62 63 64 65 66 0.086 0.199 0.307 0.352 0.143 0.454 0.734 0.059 0.310 0.059 0.079 67 68 69 70 71 72 73 74 75 76 77 0.943 0.370 0.346 0.805 0.162 0.437 0.122 0.121 0.121 0.219 0.911 78 79 80 81 82 83 84 85 86 87 88 1.008 0.175 0.858 0.884 0.068 0.997 0.151 0.503 0.523 0.166 0.270 89 90 91 92 93 94 95 96 97 98 99 0.505 0.318 0.747 0.149 0.363 1.049 0.016 0.078 0.294 0.457 0.568 100 101 102 103 104 105 106 107 108 109 110 0.630 0.935 0.138 0.138 0.264 0.465 1.047 0.795 0.205 0.144 0.164 111 112 113 114 115 116 117 118 119 120 121 0.566 0.743 0.868 0.318 0.458 0.968 0.075 0.753 0.511 0.559 0.234 122 123 124 125 126 127 128 129 130 131 132 0.774 0.267 0.936 0.198 0.385 0.817 0.285 0.063 0.578 0.539 0.595 133 134 135 136 137 138 139 140 141 142 143 0.472 1.038 0.442 0.883 0.833 0.721 0.644 0.131 0.931 0.785 0.969 144 145 146 147 148 149 150 151 152 153 154 0.719 0.680 1.010 0.134 0.273 NA 0.624 0.349 0.819 0.808 0.675 155 156 157 158 159 160 161 162 163 164 165 0.587 0.083 0.031 0.562 0.618 0.513 0.538 0.128 1.028 0.564 0.074 166 167 168 169 170 171 172 173 174 175 176 0.245 0.046 0.190 0.768 0.347 0.404 1.038 0.256 0.602 1.034 0.687 177 178 179 180 181 182 183 184 185 186 187 1.044 0.317 0.960 0.119 0.881 0.412 0.358 0.187 0.857 0.803 0.361 188 189 190 191 192 193 194 195 196 197 198 0.509 0.199 0.636 0.504 1.019 0.384 0.822 0.684 0.486 0.535 0.034 199 200 201 202 203 204 205 206 207 208 209 0.385 0.357 0.914 1.046 0.618 0.130 0.723 0.872 0.328 0.759 0.883 210 211 212 213 214 215 216 217 218 219 220 0.424 0.494 0.489 0.731 0.831 0.439 0.486 0.327 1.049 0.117 0.396 221 222 223 224 225 226 227 228 229 230 231 0.084 0.984 1.049 0.502 0.267 0.676 0.293 0.312 0.882 0.494 0.471 232 233 234 235 236 237 238 239 240 241 242 0.741 0.426 0.386 0.679 0.216 0.805 0.357 0.007 1.038 0.947 0.617 243 244 245 246 247 248 249 250 251 252 253 0.066 0.131 0.829 0.374 0.150 0.872 0.392 0.768 0.066 0.214 0.921 254 255 256 257 258 259 260 261 262 263 264 0.862 0.434 1.027 0.955 0.651 0.825 0.985 0.509 0.520 0.256 0.832 265 266 267 268 269 270 271 272 273 274 275 0.697 0.391 0.128 1.057 0.678 0.553 0.776 0.922 0.762 0.667 0.265 276 277 278 279 280 281 282 283 284 285 286 0.878 0.945 1.025 0.877 0.226 0.983 0.092 0.199 0.806 0.891 0.398 287 288 289 290 291 292 293 294 295 296 297 0.433 0.881 0.862 0.650 0.518 0.973 0.617 0.197 0.155 1.024 0.870 298 299 300 301 302 303 304 305 306 307 308 0.331 0.068 0.162 0.776 0.630 0.495 0.470 0.077 0.614 0.031 0.309 309 310 311 312 313 314 315 316 317 318 319 0.008 0.844 0.857 0.663 0.373 0.332 0.915 -0.004 0.156 0.403 0.697 320 321 322 323 324 325 326 327 328 329 330 1.001 0.301 0.971 0.337 0.647 0.767 0.773 0.983 0.955 0.748 0.470 331 332 333 334 335 336 337 338 339 340 341 0.503 0.650 0.903 0.757 0.505 1.033 0.512 0.396 0.637 0.923 0.610 342 343 344 345 346 347 348 349 350 351 352 1.050 0.539 0.014 0.251 0.783 0.379 0.235 0.275 0.120 0.641 0.479 353 354 355 356 357 358 359 360 361 362 363 0.484 0.282 0.960 1.008 0.628 0.944 0.650 0.522 0.323 0.840 0.220 364 365 366 367 368 369 370 371 372 373 374 0.710 0.928 1.002 1.010 0.370 0.956 1.052 0.685 0.563 0.305 0.081 375 376 377 378 379 380 381 382 383 384 385 0.180 0.636 0.767 0.045 0.323 0.280 0.592 0.478 0.447 0.749 0.130 386 387 388 389 390 391 392 393 394 395 396 0.872 0.284 0.847 0.160 0.789 0.173 0.790 0.026 0.383 0.521 0.464 397 398 399 400 401 402 403 404 405 406 407 0.426 0.161 0.767 0.120 0.840 0.816 0.848 1.039 0.038 0.269 0.487 408 409 410 411 412 413 414 415 416 417 418 0.334 0.981 0.660 0.216 0.168 0.138 0.101 0.883 0.096 0.302 0.987 419 420 421 422 423 424 425 426 427 428 429 0.790 0.650 0.099 0.323 0.380 0.759 0.990 0.094 0.899 0.351 0.888 430 431 432 433 434 435 436 437 438 439 440 0.455 0.171 0.698 0.521 0.672 0.821 1.047 0.375 0.603 0.086 0.139 441 442 443 444 445 446 447 448 449 450 451 0.626 0.278 0.500 0.933 0.163 0.923 0.176 1.015 0.176 0.737 0.905 452 453 454 455 456 457 458 459 460 461 462 0.480 0.518 0.357 0.333 0.708 0.516 0.254 0.617 0.619 0.882 0.815 463 464 465 466 467 468 469 470 471 472 473 0.709 0.822 0.732 0.835 0.864 0.505 0.637 0.114 0.220 0.118 0.151 474 475 476 477 478 479 480 481 482 483 484 0.326 0.156 0.557 0.121 0.504 0.324 0.321 0.315 0.693 0.402 0.788 485 486 487 488 489 490 491 492 493 494 495 0.722 0.283 0.424 0.531 0.951 0.090 0.675 1.050 0.855 0.427 0.332 496 497 498 499 500 501 502 503 504 505 506 0.881 0.121 0.793 0.416 0.812 0.495 0.161 0.476 0.021 0.486 0.075 507 508 509 510 511 512 513 514 515 516 517 0.211 0.694 1.028 0.879 0.325 0.070 0.104 0.365 0.181 0.777 0.745 518 519 520 521 522 523 524 525 526 527 528 0.838 0.052 0.484 0.396 0.646 0.355 0.964 0.452 0.814 0.836 0.817 529 530 531 532 533 534 535 536 537 538 539 0.236 0.399 0.604 0.213 0.617 0.231 0.837 0.384 0.055 0.626 1.003 540 541 542 543 544 545 546 547 548 549 550 0.189 0.732 0.208 0.681 0.247 0.359 0.339 0.873 0.117 0.855 0.260 551 552 553 554 555 556 557 558 559 560 561 0.811 0.835 0.643 0.103 0.660 0.117 0.822 0.505 0.449 0.734 0.685 562 563 564 565 566 567 568 569 570 571 572 0.273 0.360 0.769 0.417 0.109 0.565 0.197 0.445 0.364 0.755 0.750 573 574 575 576 577 578 579 580 581 582 583 0.713 0.961 0.416 0.309 0.397 0.355 0.284 0.135 0.578 0.252 0.220 584 585 586 587 588 589 590 591 592 593 594 0.941 0.444 0.795 0.670 0.704 0.670 0.418 0.250 0.932 0.741 0.262 595 596 597 598 599 600 601 602 603 604 605 0.381 0.666 0.228 0.670 0.835 0.514 0.190 0.470 0.175 0.692 0.420 606 607 608 609 610 611 612 613 614 615 616 0.042 0.699 0.036 0.365 0.384 0.913 0.349 0.551 0.642 0.950 1.050 617 618 619 620 621 622 623 624 625 626 627 0.538 0.178 0.920 0.770 0.379 0.463 1.033 0.615 0.481 -0.003 0.846 628 629 630 631 632 633 634 635 636 637 638 0.182 0.888 0.583 0.903 0.745 0.505 0.215 0.603 0.172 0.189 0.279 639 640 641 642 643 644 645 646 647 648 649 0.062 0.745 0.904 0.069 0.952 0.056 0.239 1.001 0.438 0.010 0.075 650 651 652 653 654 655 656 657 658 659 660 0.662 0.902 0.267 0.607 0.679 0.522 0.964 0.135 0.865 0.943 0.297 661 662 663 664 665 666 667 668 669 670 671 0.440 0.308 0.659 0.040 0.484 0.220 0.916 0.678 0.424 0.788 0.323 672 673 674 675 676 677 678 679 680 681 682 0.027 0.958 0.003 0.593 0.074 0.398 0.799 0.147 0.369 0.758 0.883 683 684 685 686 687 688 689 690 691 692 693 0.328 0.095 0.634 0.479 0.419 0.339 0.639 0.730 0.980 0.213 0.693 694 695 696 697 698 699 700 701 702 703 704 0.738 0.334 0.778 1.022 0.836 0.507 1.029 0.241 0.238 1.042 0.498 705 706 707 708 709 710 711 712 713 714 715 0.685 1.041 0.007 0.511 0.936 0.011 0.656 0.594 0.785 1.037 0.931 716 717 718 719 720 721 722 723 724 725 726 0.022 0.875 0.169 0.570 0.222 0.826 0.147 0.919 0.509 0.369 0.358 727 728 729 730 731 732 733 734 735 736 737 0.695 0.947 0.412 0.951 0.754 0.061 0.445 0.508 0.494 0.071 0.791 738 739 740 741 742 743 744 745 746 747 748 0.205 0.376 0.828 0.768 0.491 0.217 0.643 0.190 0.366 0.078 0.044 749 750 751 752 753 754 755 756 757 758 759 0.675 0.156 0.596 0.566 0.016 0.518 0.842 0.922 0.290 0.681 0.170 760 761 762 763 764 765 766 767 768 769 770 0.478 0.597 0.260 0.772 0.523 0.267 0.636 0.324 0.248 0.326 0.355 771 772 773 774 775 776 777 778 779 780 781 0.027 0.857 0.321 0.153 0.228 0.601 0.816 0.897 0.969 0.392 0.534 782 783 784 785 786 787 788 789 790 791 792 NA 0.066 0.867 0.863 0.564 0.351 0.310 0.703 0.134 0.387 0.529 793 794 795 796 797 798 799 800 801 802 803 0.325 0.343 0.157 0.525 0.820 0.261 0.292 0.586 0.968 0.298 0.784 804 805 806 807 808 809 810 811 812 813 814 0.814 0.920 0.896 0.196 0.176 0.155 0.972 0.889 0.791 0.254 0.745 815 816 817 818 819 820 821 822 823 824 825 0.207 0.032 0.355 0.524 0.644 0.551 1.022 0.878 0.914 0.095 0.151 826 827 828 829 830 831 832 833 834 835 836 0.130 0.649 0.828 0.918 0.848 0.270 0.568 0.844 1.044 0.820 0.969 837 838 839 840 841 842 843 844 845 846 847 0.626 0.224 1.014 0.935 0.661 0.721 0.028 0.993 0.771 0.386 0.859 848 849 850 851 852 853 854 855 856 857 858 0.504 0.142 0.122 0.429 0.012 0.328 0.913 0.775 0.939 0.425 0.562 859 860 861 862 863 864 865 866 867 868 869 0.872 0.836 0.246 0.418 0.781 0.112 0.964 0.689 0.874 0.686 1.004 870 871 872 873 874 875 876 877 878 879 880 0.300 0.420 0.164 0.279 0.409 0.401 0.027 0.458 0.380 0.891 0.307 881 882 883 884 885 886 887 888 889 890 891 0.936 0.932 0.195 0.494 0.546 0.428 0.273 0.113 0.564 0.538 1.052 892 893 894 895 896 897 898 899 900 901 902 0.719 0.411 0.946 -0.001 0.688 0.594 0.451 0.409 0.576 0.659 0.191 903 904 905 906 907 908 909 910 911 912 913 0.361 0.938 0.460 0.058 0.802 0.728 0.953 0.566 0.825 0.589 0.174 914 915 916 917 918 919 920 921 922 923 924 0.142 -0.002 0.321 0.494 0.471 0.949 0.849 0.458 0.427 0.120 0.773 925 926 927 928 929 930 931 932 933 934 935 0.150 0.780 0.535 0.320 0.403 0.016 0.061 0.886 0.806 0.886 0.095 936 937 938 939 940 941 942 943 944 945 946 0.590 0.717 0.600 0.631 0.264 0.917 0.326 0.513 0.990 0.285 0.321 947 948 949 950 951 952 953 954 955 956 957 0.378 0.755 0.777 0.748 0.212 0.886 0.700 0.865 NA 0.605 0.033 958 959 960 961 962 963 964 965 966 967 968 0.506 0.171 0.697 0.501 0.593 0.673 0.504 0.145 1.046 0.666 0.993 969 970 971 972 973 974 975 976 977 978 979 0.308 0.113 0.730 0.647 0.987 0.726 0.349 0.786 0.425 0.418 0.102 980 981 982 983 984 985 986 987 988 989 990 0.126 0.131 0.868 0.958 0.993 0.242 0.980 0.639 0.103 0.421 0.325 991 992 993 994 995 996 997 998 999 1000 1001 0.393 0.750 0.931 0.139 0.659 0.973 0.925 0.763 0.778 0.194 0.304 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 0.838 0.069 0.965 0.357 1.031 0.440 0.875 0.801 0.012 0.988 0.242 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 0.211 0.603 0.911 0.418 1.008 0.416 0.036 0.540 0.642 0.376 0.275 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 0.344 0.450 0.197 0.474 0.324 0.142 0.513 0.256 0.610 0.737 0.954 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 0.589 NA 0.089 0.023 0.256 0.507 0.802 0.010 0.893 0.964 0.007 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 0.126 0.650 0.372 0.793 0.747 0.061 0.359 0.737 0.759 0.327 0.715 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 0.436 0.217 0.747 0.449 0.947 0.005 0.610 0.317 0.922 0.316 0.843 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 0.912 0.846 0.805 0.384 0.128 0.640 0.739 0.855 0.728 1.047 0.827 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 0.072 0.227 0.699 0.636 0.250 0.977 0.113 0.175 0.399 0.674 0.922 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 0.572 0.911 0.646 0.852 0.061 0.411 -0.004 0.116 0.863 0.897 0.517 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 0.748 0.196 0.578 0.746 0.980 0.360 0.649 0.259 0.022 1.056 0.140 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 0.067 0.265 0.169 0.339 0.749 0.274 0.323 0.148 1.004 1.059 1.041 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 0.295 0.144 0.217 0.848 0.246 0.083 0.605 0.675 0.096 0.891 0.868 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 0.450 0.629 0.318 0.925 0.541 0.242 0.826 0.995 0.962 1.046 0.418 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 0.732 0.344 0.836 0.629 0.335 0.563 0.876 0.726 0.058 0.020 0.990 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 0.482 0.884 0.516 0.124 0.725 0.434 0.922 0.555 0.256 0.962 0.334 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 0.678 0.125 0.025 0.565 0.429 1.052 0.811 0.326 0.454 0.919 1.057 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 0.893 0.385 0.470 0.158 0.771 0.582 0.350 0.441 0.241 0.181 0.065 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 0.801 0.836 0.231 0.216 0.885 0.519 0.991 0.842 0.286 0.867 0.487 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 0.892 0.860 0.905 0.366 0.417 0.093 0.874 0.039 0.997 0.973 0.718 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 0.654 0.807 0.498 0.932 0.877 1.016 0.613 0.112 0.416 0.984 0.123 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 0.401 0.374 0.793 -0.001 0.651 0.846 0.910 0.953 0.062 0.057 0.434 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 0.688 0.123 0.369 0.967 0.239 0.878 0.547 0.970 0.734 0.473 0.864 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 0.365 NA 0.450 0.510 0.309 0.557 0.789 0.167 0.624 0.074 0.123 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 0.712 0.342 0.797 1.052 0.509 0.101 0.070 0.590 0.667 0.900 0.029 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 0.083 0.783 0.339 0.316 0.049 0.326 0.378 0.367 0.636 0.496 0.997 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 0.190 0.859 0.598 0.709 0.479 0.195 0.383 0.024 0.407 0.774 0.131 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 0.938 0.527 1.048 0.867 0.231 0.564 0.784 0.796 0.142 0.535 0.350 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 0.115 0.430 0.348 0.339 0.844 0.808 0.884 0.358 0.375 0.388 0.970 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 0.782 0.319 0.126 0.529 0.926 0.621 0.242 0.471 1.005 0.039 0.901 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 0.459 0.430 1.057 0.743 0.323 0.663 0.635 0.527 0.220 0.631 0.308 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 0.159 0.112 0.782 0.936 0.216 0.080 0.639 0.510 0.937 0.316 0.613 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 0.231 0.130 0.011 0.201 0.158 0.098 0.488 1.020 0.614 1.019 0.161 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 0.608 0.865 0.756 0.420 0.517 0.867 0.572 0.110 0.136 0.159 0.065 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 0.511 0.806 0.351 0.049 0.968 0.045 0.908 0.244 1.011 1.051 0.255 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 0.452 0.009 0.406 0.071 1.026 0.225 0.797 0.647 0.398 0.655 0.926 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 1.006 0.127 0.485 0.464 0.675 0.465 0.868 0.652 0.966 0.141 0.392 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 0.654 0.976 0.845 0.932 0.199 0.943 0.333 0.498 0.130 0.147 0.974 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 0.275 0.094 0.179 0.732 0.588 0.406 0.862 0.788 0.997 0.751 0.595 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 0.179 1.045 0.643 0.469 0.157 0.447 0.642 0.669 0.125 0.054 0.342 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 0.789 0.762 0.783 1.028 0.991 0.748 0.200 0.304 0.956 0.012 0.744 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 0.042 0.194 0.506 0.187 0.364 0.139 0.944 0.606 0.490 0.832 0.169 1453 1454 1455 1456 1457 1458 1459 1460 1461 1462 1463 0.259 0.240 0.257 0.711 0.160 0.680 0.955 0.774 0.306 0.443 0.298 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474 0.578 0.252 0.413 0.930 0.596 0.622 1.036 0.805 0.554 0.278 0.136 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 0.394 0.766 0.678 0.061 0.182 0.170 0.164 0.827 0.488 0.156 1.035 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 0.856 0.146 0.950 0.592 0.119 0.987 0.625 0.140 0.719 0.118 0.068 1497 1498 1499 1500 0.343 0.093 -0.002 0.360 > all.equal( predict( testTobit2Ml, type = "link" ), + predict( testTobit2Ml, newdata = t2Dat[ t2Samp, ], type = "link" ) ) [1] TRUE > all.equal( + predict( testTobit2Ml, newdata = t2Dat[ t2Samp, ], type = "link" ), + qnorm( fitted( testTobit2Ml, part = "selection" ) ) ) [1] TRUE > all.equal( + predict( testTobit2Ml, newdata = t2Dat[ , "xs", drop = FALSE ], + type = "link" ), + predict( testTobit2Ml, newdata = t2Dat, type = "link" ) ) [1] TRUE > round( predict( testTobit2Ml, newdata = t2Dat, type = "response" ), 3 ) 1 2 3 4 5 6 7 8 9 10 11 12 13 0.853 0.703 0.758 0.681 0.764 0.546 0.826 0.850 0.811 0.580 0.523 0.526 0.831 14 15 16 17 18 19 20 21 22 23 24 25 26 0.728 0.796 0.682 0.587 0.689 0.826 0.507 0.620 0.842 0.499 0.575 0.815 0.623 27 28 29 30 31 32 33 34 35 36 37 38 39 0.738 0.553 0.761 0.508 0.587 0.802 0.542 0.794 0.729 0.546 0.835 0.518 0.537 40 41 42 43 44 45 46 47 48 49 50 51 52 0.789 0.709 0.770 0.510 0.692 0.615 0.522 0.644 0.684 0.653 0.678 0.778 0.728 53 54 55 56 57 58 59 60 61 62 63 64 65 0.681 0.590 0.683 0.534 0.579 0.621 0.638 0.557 0.675 0.768 0.524 0.622 0.523 66 67 68 69 70 71 72 73 74 75 76 77 78 0.532 0.827 0.644 0.635 0.790 0.564 0.669 0.548 0.548 0.548 0.587 0.819 0.843 79 80 81 82 83 84 85 86 87 88 89 90 91 0.569 0.804 0.812 0.527 0.841 0.560 0.693 0.699 0.566 0.606 0.693 0.625 0.772 92 93 94 95 96 97 98 99 100 101 102 103 104 0.559 0.642 0.853 0.506 0.531 0.616 0.676 0.715 0.736 0.825 0.555 0.555 0.604 105 106 107 108 109 110 111 112 113 114 115 116 117 0.679 0.852 0.787 0.581 0.557 0.565 0.714 0.771 0.807 0.625 0.677 0.833 0.530 118 119 120 121 122 123 124 125 126 127 128 129 130 0.774 0.695 0.712 0.593 0.781 0.605 0.825 0.579 0.650 0.793 0.612 0.525 0.719 131 132 133 134 135 136 137 138 139 140 141 142 143 0.705 0.724 0.681 0.850 0.671 0.811 0.798 0.765 0.740 0.552 0.824 0.784 0.834 144 145 146 147 148 149 150 151 152 153 154 155 156 0.764 0.752 0.844 0.553 0.608 NA 0.734 0.636 0.794 0.791 0.750 0.721 0.533 157 158 159 160 161 162 163 164 165 166 167 168 169 0.512 0.713 0.732 0.696 0.705 0.551 0.848 0.714 0.529 0.597 0.518 0.575 0.779 170 171 172 173 174 175 176 177 178 179 180 181 182 0.636 0.657 0.850 0.601 0.727 0.849 0.754 0.852 0.624 0.831 0.547 0.811 0.660 183 184 185 186 187 188 189 190 191 192 193 194 195 0.640 0.574 0.804 0.789 0.641 0.694 0.579 0.737 0.693 0.846 0.649 0.794 0.753 196 197 198 199 200 201 202 203 204 205 206 207 208 0.687 0.704 0.514 0.650 0.640 0.820 0.852 0.732 0.552 0.765 0.808 0.628 0.776 209 210 211 212 213 214 215 216 217 218 219 220 221 0.811 0.664 0.689 0.688 0.768 0.797 0.670 0.687 0.628 0.853 0.547 0.654 0.533 222 223 224 225 226 227 228 229 230 231 232 233 234 0.837 0.853 0.692 0.605 0.750 0.615 0.623 0.811 0.689 0.681 0.771 0.665 0.650 235 236 237 238 239 240 241 242 243 244 245 246 247 0.751 0.586 0.790 0.639 0.503 0.850 0.828 0.731 0.526 0.552 0.796 0.646 0.560 248 249 250 251 252 253 254 255 256 257 258 259 260 0.808 0.653 0.779 0.526 0.585 0.822 0.806 0.668 0.848 0.830 0.742 0.795 0.838 261 262 263 264 265 266 267 268 269 270 271 272 273 0.695 0.698 0.601 0.797 0.757 0.652 0.551 0.855 0.751 0.710 0.781 0.822 0.777 274 275 276 277 278 279 280 281 282 283 284 285 286 0.748 0.604 0.810 0.828 0.847 0.810 0.589 0.837 0.537 0.579 0.790 0.814 0.655 287 288 289 290 291 292 293 294 295 296 297 298 299 0.668 0.811 0.806 0.742 0.698 0.835 0.731 0.578 0.561 0.847 0.808 0.630 0.527 300 301 302 303 304 305 306 307 308 309 310 311 312 0.564 0.781 0.736 0.690 0.681 0.531 0.730 0.512 0.621 0.503 0.801 0.804 0.746 313 314 315 316 317 318 319 320 321 322 323 324 325 0.646 0.630 0.820 0.499 0.562 0.657 0.757 0.842 0.618 0.834 0.632 0.741 0.778 326 327 328 329 330 331 332 333 334 335 336 337 338 0.780 0.837 0.830 0.773 0.681 0.693 0.742 0.817 0.775 0.693 0.849 0.696 0.654 339 340 341 342 343 344 345 346 347 348 349 350 351 0.738 0.822 0.729 0.853 0.705 0.506 0.599 0.783 0.648 0.593 0.608 0.548 0.739 352 353 354 355 356 357 358 359 360 361 362 363 364 0.684 0.686 0.611 0.831 0.843 0.735 0.827 0.742 0.699 0.627 0.800 0.587 0.761 365 366 367 368 369 370 371 372 373 374 375 376 377 0.823 0.842 0.844 0.644 0.831 0.854 0.753 0.713 0.620 0.532 0.571 0.737 0.779 378 379 380 381 382 383 384 385 386 387 388 389 390 0.518 0.627 0.610 0.723 0.684 0.673 0.773 0.552 0.808 0.612 0.801 0.563 0.785 391 392 393 394 395 396 397 398 399 400 401 402 403 0.569 0.785 0.510 0.649 0.699 0.679 0.665 0.564 0.778 0.548 0.799 0.793 0.802 404 405 406 407 408 409 410 411 412 413 414 415 416 0.851 0.515 0.606 0.687 0.631 0.837 0.745 0.585 0.567 0.555 0.540 0.811 0.538 417 418 419 420 421 422 423 424 425 426 427 428 429 0.619 0.838 0.785 0.742 0.539 0.627 0.648 0.776 0.839 0.537 0.816 0.637 0.813 430 431 432 433 434 435 436 437 438 439 440 441 442 0.676 0.568 0.757 0.699 0.749 0.794 0.852 0.646 0.727 0.534 0.555 0.734 0.609 443 444 445 446 447 448 449 450 451 452 453 454 455 0.692 0.825 0.565 0.822 0.570 0.845 0.570 0.769 0.817 0.684 0.698 0.639 0.630 456 457 458 459 460 461 462 463 464 465 466 467 468 0.761 0.697 0.600 0.731 0.732 0.811 0.792 0.761 0.795 0.768 0.798 0.806 0.693 469 470 471 472 473 474 475 476 477 478 479 480 481 0.738 0.545 0.587 0.547 0.560 0.628 0.562 0.711 0.548 0.693 0.627 0.626 0.624 482 483 484 485 486 487 488 489 490 491 492 493 494 0.756 0.656 0.785 0.765 0.611 0.664 0.702 0.829 0.536 0.750 0.853 0.804 0.665 495 496 497 498 499 500 501 502 503 504 505 506 507 0.630 0.811 0.548 0.786 0.661 0.792 0.690 0.564 0.683 0.509 0.687 0.530 0.583 508 509 510 511 512 513 514 515 516 517 518 519 520 0.756 0.848 0.810 0.627 0.528 0.542 0.642 0.572 0.781 0.772 0.799 0.521 0.686 521 522 523 524 525 526 527 528 529 530 531 532 533 0.654 0.741 0.639 0.832 0.674 0.792 0.799 0.793 0.593 0.655 0.727 0.584 0.731 534 535 536 537 538 539 540 541 542 543 544 545 546 0.591 0.799 0.650 0.522 0.734 0.842 0.575 0.768 0.582 0.752 0.597 0.640 0.633 547 548 549 550 551 552 553 554 555 556 557 558 559 0.809 0.547 0.804 0.603 0.791 0.798 0.740 0.541 0.745 0.546 0.794 0.693 0.673 560 561 562 563 564 565 566 567 568 569 570 571 572 0.768 0.753 0.608 0.640 0.779 0.662 0.543 0.714 0.578 0.672 0.642 0.775 0.773 573 574 575 576 577 578 579 580 581 582 583 584 585 0.762 0.832 0.661 0.621 0.654 0.639 0.612 0.554 0.718 0.600 0.587 0.827 0.671 586 587 588 589 590 591 592 593 594 595 596 597 598 0.787 0.749 0.759 0.748 0.662 0.599 0.824 0.771 0.603 0.648 0.747 0.590 0.749 599 600 601 602 603 604 605 606 607 608 609 610 611 0.798 0.696 0.575 0.681 0.569 0.756 0.663 0.517 0.758 0.515 0.642 0.649 0.819 612 613 614 615 616 617 618 619 620 621 622 623 624 0.637 0.709 0.740 0.829 0.853 0.705 0.571 0.821 0.779 0.648 0.678 0.849 0.731 625 626 627 628 629 630 631 632 633 634 635 636 637 0.685 0.499 0.801 0.572 0.813 0.720 0.817 0.772 0.693 0.585 0.727 0.568 0.575 638 639 640 641 642 643 644 645 646 647 648 649 650 0.610 0.525 0.772 0.817 0.528 0.830 0.522 0.594 0.842 0.669 0.504 0.530 0.746 651 652 653 654 655 656 657 658 659 660 661 662 663 0.816 0.605 0.728 0.752 0.699 0.832 0.554 0.806 0.827 0.617 0.670 0.621 0.745 664 665 666 667 668 669 670 671 672 673 674 675 676 0.516 0.686 0.587 0.820 0.751 0.664 0.785 0.627 0.511 0.831 0.501 0.723 0.529 677 678 679 680 681 682 683 684 685 686 687 688 689 0.655 0.788 0.559 0.644 0.776 0.811 0.629 0.538 0.737 0.684 0.662 0.633 0.738 690 691 692 693 694 695 696 697 698 699 700 701 702 0.767 0.837 0.584 0.756 0.770 0.631 0.782 0.847 0.798 0.694 0.848 0.595 0.594 703 704 705 706 707 708 709 710 711 712 713 714 715 0.851 0.691 0.753 0.851 0.503 0.695 0.825 0.505 0.744 0.724 0.784 0.850 0.824 716 717 718 719 720 721 722 723 724 725 726 727 728 0.509 0.809 0.567 0.716 0.588 0.796 0.559 0.821 0.695 0.644 0.640 0.757 0.828 729 730 731 732 733 734 735 736 737 738 739 740 741 0.660 0.829 0.775 0.524 0.672 0.694 0.689 0.528 0.786 0.581 0.647 0.796 0.779 742 743 744 745 746 747 748 749 750 751 752 753 754 0.688 0.586 0.740 0.575 0.643 0.531 0.517 0.750 0.562 0.724 0.714 0.506 0.698 755 756 757 758 759 760 761 762 763 764 765 766 767 0.800 0.822 0.614 0.752 0.567 0.684 0.725 0.603 0.780 0.700 0.605 0.738 0.627 768 769 770 771 772 773 774 775 776 777 778 779 780 0.598 0.628 0.639 0.511 0.804 0.626 0.561 0.590 0.726 0.793 0.815 0.834 0.653 781 782 783 784 785 786 787 788 789 790 791 792 793 0.703 NA 0.526 0.807 0.806 0.714 0.637 0.622 0.759 0.553 0.651 0.701 0.627 794 795 796 797 798 799 800 801 802 803 804 805 806 0.634 0.562 0.700 0.794 0.603 0.615 0.721 0.834 0.617 0.783 0.792 0.821 0.815 807 808 809 810 811 812 813 814 815 816 817 818 819 0.578 0.570 0.562 0.835 0.813 0.786 0.600 0.772 0.582 0.513 0.639 0.700 0.740 820 821 822 823 824 825 826 827 828 829 830 831 832 0.709 0.847 0.810 0.820 0.538 0.560 0.552 0.742 0.796 0.821 0.802 0.606 0.715 833 834 835 836 837 838 839 840 841 842 843 844 845 0.801 0.852 0.794 0.834 0.734 0.588 0.845 0.825 0.746 0.765 0.511 0.840 0.780 846 847 848 849 850 851 852 853 854 855 856 857 858 0.650 0.805 0.693 0.556 0.549 0.666 0.505 0.628 0.819 0.781 0.826 0.665 0.713 859 860 861 862 863 864 865 866 867 868 869 870 871 0.808 0.798 0.597 0.662 0.783 0.545 0.832 0.755 0.809 0.754 0.842 0.618 0.663 872 873 874 875 876 877 878 879 880 881 882 883 884 0.565 0.610 0.659 0.656 0.511 0.676 0.648 0.814 0.620 0.825 0.824 0.577 0.689 885 886 887 888 889 890 891 892 893 894 895 896 897 0.707 0.666 0.608 0.545 0.714 0.705 0.853 0.764 0.660 0.828 0.499 0.754 0.724 898 899 900 901 902 903 904 905 906 907 908 909 910 0.674 0.659 0.718 0.745 0.576 0.641 0.826 0.677 0.523 0.789 0.767 0.830 0.714 911 912 913 914 915 916 917 918 919 920 921 922 923 0.795 0.722 0.569 0.556 0.499 0.626 0.690 0.681 0.829 0.802 0.676 0.665 0.548 924 925 926 927 928 929 930 931 932 933 934 935 936 0.780 0.560 0.782 0.704 0.625 0.657 0.506 0.524 0.812 0.790 0.812 0.538 0.722 937 938 939 940 941 942 943 944 945 946 947 948 949 0.763 0.726 0.736 0.604 0.821 0.628 0.696 0.839 0.612 0.626 0.647 0.775 0.781 950 951 952 953 954 955 956 957 958 959 960 961 962 0.773 0.584 0.812 0.758 0.807 NA 0.727 0.513 0.694 0.568 0.757 0.692 0.724 963 964 965 966 967 968 969 970 971 972 973 974 975 0.750 0.693 0.558 0.852 0.747 0.840 0.621 0.545 0.767 0.741 0.838 0.766 0.636 976 977 978 979 980 981 982 983 984 985 986 987 988 0.784 0.665 0.662 0.540 0.550 0.552 0.807 0.831 0.840 0.596 0.837 0.738 0.541 989 990 991 992 993 994 995 996 997 998 999 1000 1001 0.663 0.628 0.653 0.773 0.824 0.555 0.745 0.835 0.823 0.777 0.782 0.577 0.620 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 1013 1014 0.799 0.528 0.833 0.639 0.849 0.670 0.809 0.789 0.505 0.838 0.596 0.584 0.727 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 1025 1026 1027 0.819 0.662 0.843 0.661 0.514 0.705 0.740 0.647 0.608 0.634 0.674 0.578 0.682 1028 1029 1030 1031 1032 1033 1034 1035 1036 1037 1038 1039 1040 0.627 0.557 0.696 0.601 0.729 0.769 0.830 0.722 NA 0.536 0.509 0.601 0.694 1041 1042 1043 1044 1045 1046 1047 1048 1049 1050 1051 1052 1053 0.789 0.504 0.814 0.832 0.503 0.550 0.742 0.645 0.786 0.772 0.524 0.640 0.769 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 0.776 0.628 0.763 0.669 0.586 0.773 0.673 0.828 0.502 0.729 0.624 0.822 0.624 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 1079 0.800 0.819 0.801 0.790 0.649 0.551 0.739 0.770 0.804 0.767 0.852 0.796 0.529 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 1092 0.590 0.758 0.738 0.599 0.836 0.545 0.569 0.655 0.750 0.822 0.716 0.819 0.741 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 1105 0.803 0.524 0.660 0.498 0.546 0.806 0.815 0.697 0.773 0.578 0.718 0.772 0.836 1106 1107 1108 1109 1110 1111 1112 1113 1114 1115 1116 1117 1118 0.641 0.742 0.602 0.509 0.854 0.556 0.527 0.604 0.567 0.633 0.773 0.608 0.627 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 0.559 0.842 0.855 0.851 0.616 0.557 0.586 0.802 0.597 0.533 0.727 0.750 0.538 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 0.814 0.807 0.674 0.735 0.625 0.822 0.706 0.596 0.796 0.840 0.832 0.852 0.662 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 0.768 0.635 0.798 0.735 0.631 0.713 0.810 0.766 0.523 0.508 0.839 0.685 0.812 1158 1159 1160 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 0.697 0.549 0.766 0.668 0.822 0.711 0.601 0.832 0.631 0.751 0.550 0.510 0.714 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 0.666 0.854 0.791 0.628 0.675 0.821 0.855 0.814 0.650 0.681 0.563 0.780 0.720 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 0.637 0.670 0.595 0.572 0.526 0.788 0.798 0.591 0.586 0.812 0.698 0.839 0.800 1197 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 0.612 0.807 0.687 0.814 0.805 0.817 0.643 0.662 0.537 0.809 0.515 0.841 0.835 1210 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 0.764 0.744 0.790 0.691 0.824 0.810 0.845 0.730 0.544 0.661 0.837 0.549 0.656 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 0.646 0.786 0.499 0.742 0.801 0.819 0.830 0.525 0.523 0.668 0.754 0.549 0.644 1236 1237 1238 1239 1240 1241 1242 1243 1244 1245 1246 1247 1248 0.833 0.594 0.810 0.708 0.834 0.768 0.682 0.806 0.643 NA 0.674 0.695 0.622 1249 1250 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 0.711 0.785 0.566 0.734 0.529 0.549 0.762 0.634 0.787 0.854 0.695 0.540 0.528 1262 1263 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 0.722 0.748 0.816 0.512 0.533 0.783 0.633 0.624 0.520 0.628 0.647 0.643 0.738 1275 1276 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 0.690 0.841 0.575 0.805 0.725 0.761 0.684 0.577 0.649 0.510 0.658 0.781 0.552 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 0.826 0.701 0.853 0.807 0.591 0.714 0.784 0.787 0.557 0.704 0.637 0.546 0.666 1301 1302 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 0.636 0.633 0.801 0.790 0.812 0.640 0.646 0.651 0.834 0.783 0.625 0.550 0.702 1314 1315 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 0.823 0.733 0.595 0.681 0.842 0.515 0.816 0.677 0.667 0.855 0.771 0.626 0.746 1327 1328 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 0.737 0.701 0.587 0.736 0.621 0.563 0.545 0.783 0.825 0.585 0.532 0.739 0.695 1340 1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 0.826 0.624 0.730 0.591 0.552 0.505 0.580 0.563 0.539 0.687 0.846 0.730 0.846 1353 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 0.564 0.729 0.806 0.775 0.663 0.697 0.807 0.716 0.544 0.554 0.563 0.526 0.695 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 0.790 0.637 0.519 0.834 0.518 0.818 0.597 0.844 0.853 0.601 0.674 0.504 0.658 1379 1380 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 0.528 0.848 0.589 0.787 0.741 0.655 0.744 0.823 0.843 0.550 0.686 0.679 0.750 1392 1393 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 0.679 0.807 0.743 0.833 0.556 0.652 0.743 0.836 0.801 0.824 0.579 0.827 0.630 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 0.691 0.552 0.559 0.835 0.608 0.537 0.571 0.768 0.722 0.658 0.806 0.785 0.841 1418 1419 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 0.774 0.724 0.571 0.852 0.740 0.681 0.562 0.673 0.740 0.748 0.550 0.522 0.634 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 0.785 0.777 0.783 0.848 0.839 0.773 0.579 0.619 0.830 0.505 0.771 0.517 0.577 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 0.694 0.574 0.642 0.555 0.827 0.728 0.688 0.797 0.567 0.602 0.595 0.602 0.762 1457 1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 0.563 0.752 0.830 0.780 0.620 0.671 0.617 0.718 0.600 0.660 0.824 0.724 0.733 1470 1471 1472 1473 1474 1475 1476 1477 1478 1479 1480 1481 1482 0.850 0.790 0.710 0.610 0.554 0.653 0.778 0.751 0.524 0.572 0.567 0.565 0.796 1483 1484 1485 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 0.687 0.562 0.850 0.804 0.558 0.829 0.723 0.547 0.838 0.734 0.556 0.764 0.547 1496 1497 1498 1499 1500 0.527 0.634 0.537 0.499 0.641 > all.equal( predict( testTobit2Ml, type = "response" ), + predict( testTobit2Ml, newdata = t2Dat[ t2Samp, ], type = "response" ) ) [1] TRUE > all.equal( + predict( testTobit2Ml, newdata = t2Dat[ t2Samp, ], type = "response" ), + fitted( testTobit2Ml, part = "selection" ) ) [1] TRUE > all.equal( + predict( testTobit2Ml, newdata = t2Dat[ , "xs", drop = FALSE ], + type = "response" ), + predict( testTobit2Ml, newdata = t2Dat, type = "response" ) ) [1] TRUE > round( predict( testTobit2Ml, newdata = t2Dat, type = "unconditional" ), 3 ) 1 2 3 4 5 6 7 8 9 10 11 0.118 0.640 0.019 0.940 0.427 -0.054 0.349 0.741 0.372 -0.041 0.380 12 13 14 15 16 17 18 19 20 21 22 0.187 0.312 0.525 0.571 0.600 0.949 0.654 0.351 0.226 0.622 0.167 23 24 25 26 27 28 29 30 31 32 33 0.778 0.775 0.490 0.895 0.350 -0.054 0.768 0.440 0.951 0.015 0.778 34 35 36 37 38 39 40 41 42 43 44 NA 0.323 0.739 0.200 0.188 0.079 0.393 0.452 -0.028 0.901 0.572 45 46 47 48 49 50 51 52 53 54 55 -0.019 0.269 0.815 0.212 0.023 0.631 0.919 0.516 0.326 0.548 0.640 56 57 58 59 60 61 62 63 64 65 66 0.350 0.329 0.224 -0.004 0.650 0.391 0.661 0.836 0.875 0.745 0.335 67 68 69 70 71 72 73 74 75 76 77 0.532 0.148 0.903 -0.018 0.045 0.432 0.241 0.219 0.860 0.552 NA 78 79 80 81 82 83 84 85 86 87 88 0.017 0.594 -0.030 0.496 0.373 0.035 0.697 0.900 0.262 0.382 0.097 89 90 91 92 93 94 95 96 97 98 99 0.383 0.750 0.174 0.304 0.527 0.349 0.921 0.838 0.571 0.009 0.626 100 101 102 103 104 105 106 107 108 109 110 0.553 0.096 0.966 0.431 0.136 0.521 0.922 0.539 0.535 0.604 0.676 111 112 113 114 115 116 117 118 119 120 121 0.422 0.660 0.859 0.735 0.684 0.432 0.491 0.095 0.837 0.908 0.106 122 123 124 125 126 127 128 129 130 131 132 -0.005 0.498 0.676 0.437 -0.056 0.740 0.728 0.604 0.754 0.476 0.289 133 134 135 136 137 138 139 140 141 142 143 0.740 0.704 0.690 0.282 0.857 0.923 0.241 0.250 0.632 0.797 0.126 144 145 146 147 148 149 150 151 152 153 154 0.417 0.021 0.916 0.025 0.707 0.409 0.427 -0.014 -0.053 0.447 0.497 155 156 157 158 159 160 161 162 163 164 165 0.678 0.622 0.706 0.686 0.612 0.564 0.231 0.321 0.402 0.647 0.103 166 167 168 169 170 171 172 173 174 175 176 0.899 0.596 0.170 0.765 0.433 0.787 0.913 0.051 0.139 0.356 0.866 177 178 179 180 181 182 183 184 185 186 187 0.114 0.819 0.237 -0.022 0.470 0.087 0.678 -0.027 0.478 0.981 0.691 188 189 190 191 192 193 194 195 196 197 198 0.907 0.704 0.241 0.175 0.192 0.626 0.341 0.636 0.606 -0.029 0.586 199 200 201 202 203 204 205 206 207 208 209 0.440 0.611 0.107 0.874 0.033 0.816 0.837 0.919 0.390 0.824 0.353 210 211 212 213 214 215 216 217 218 219 220 0.114 0.856 0.022 -0.027 0.081 0.085 0.814 0.975 0.678 0.519 0.391 221 222 223 224 225 226 227 228 229 230 231 0.517 0.137 0.849 -0.056 0.546 0.032 0.423 0.746 0.771 0.732 0.762 232 233 234 235 236 237 238 239 240 241 242 0.609 0.675 0.359 0.437 0.903 0.654 0.430 0.616 -0.028 0.312 0.448 243 244 245 246 247 248 249 250 251 252 253 0.769 0.008 0.610 0.474 0.158 0.782 0.937 0.196 0.220 0.885 0.449 254 255 256 257 258 259 260 261 262 263 264 0.836 0.604 0.514 0.682 0.400 0.858 0.090 0.164 0.619 0.672 0.439 265 266 267 268 269 270 271 272 273 274 275 0.401 0.137 0.593 0.044 0.784 0.004 0.301 0.864 0.944 0.288 0.610 276 277 278 279 280 281 282 283 284 285 286 -0.039 0.931 0.441 0.496 0.667 0.365 0.307 0.301 0.788 0.515 0.501 287 288 289 290 291 292 293 294 295 296 297 0.312 0.296 0.502 0.955 0.102 -0.021 0.599 0.030 0.430 0.265 0.534 298 299 300 301 302 303 304 305 306 307 308 0.495 0.371 0.304 0.298 0.934 0.559 0.693 0.653 0.347 0.076 0.004 309 310 311 312 313 314 315 316 317 318 319 0.593 0.160 0.922 0.092 0.349 -0.029 0.732 0.632 0.784 0.908 0.698 320 321 322 323 324 325 326 327 328 329 330 0.134 0.225 0.791 0.056 0.717 0.030 0.036 0.404 0.315 -0.004 0.261 331 332 333 334 335 336 337 338 339 340 341 0.788 0.550 0.881 0.608 0.056 0.306 -0.039 0.868 -0.052 0.862 0.455 342 343 344 345 346 347 348 349 350 351 352 0.928 0.448 0.778 0.709 0.971 0.435 0.333 0.136 0.131 0.045 0.356 353 354 355 356 357 358 359 360 361 362 363 0.447 0.901 0.656 0.104 0.597 0.549 0.975 0.662 0.971 0.636 0.408 364 365 366 367 368 369 370 371 372 373 374 0.309 0.109 -0.050 0.324 0.239 0.737 0.801 0.954 0.332 0.290 0.378 375 376 377 378 379 380 381 382 383 384 385 0.689 0.774 0.066 0.933 0.885 0.713 0.172 0.500 0.189 0.087 0.203 386 387 388 389 390 391 392 393 394 395 396 0.004 0.089 0.592 0.111 0.807 0.522 0.536 0.174 0.693 0.207 0.567 397 398 399 400 401 402 403 404 405 406 407 0.843 -0.056 0.359 0.411 0.821 0.386 0.493 0.012 0.005 0.284 -0.015 408 409 410 411 412 413 414 415 416 417 418 0.311 0.628 0.607 0.777 0.190 -0.026 0.173 0.144 0.973 0.512 -0.038 419 420 421 422 423 424 425 426 427 428 429 0.517 0.445 0.647 0.641 0.733 0.016 0.582 0.915 0.791 0.912 0.275 430 431 432 433 434 435 436 437 438 439 440 0.536 0.962 0.690 0.545 0.095 0.860 0.906 0.273 0.765 0.420 0.249 441 442 443 444 445 446 447 448 449 450 451 0.747 0.509 0.130 0.803 0.427 0.573 0.309 0.593 0.374 0.542 0.449 452 453 454 455 456 457 458 459 460 461 462 0.464 0.036 -0.016 -0.044 0.430 0.559 0.880 0.435 0.481 0.300 0.854 463 464 465 466 467 468 469 470 471 472 473 0.482 0.791 0.137 0.464 0.262 0.879 0.939 0.490 0.106 -0.041 0.139 474 475 476 477 478 479 480 481 482 483 484 0.338 0.694 0.332 0.369 0.431 0.187 0.618 0.921 0.959 0.869 0.168 485 486 487 488 489 490 491 492 493 494 495 0.305 0.536 0.911 0.208 0.650 -0.038 0.492 0.332 0.218 0.640 0.335 496 497 498 499 500 501 502 503 504 505 506 0.256 NA 0.524 0.802 0.578 0.563 0.361 0.494 0.752 -0.032 0.145 507 508 509 510 511 512 513 514 515 516 517 0.485 -0.022 0.143 0.961 0.226 0.625 0.606 0.620 0.369 0.534 0.625 518 519 520 521 522 523 524 525 526 527 528 0.922 0.648 0.950 0.505 0.091 0.858 0.513 0.474 0.835 0.323 0.808 529 530 531 532 533 534 535 536 537 538 539 0.210 0.657 0.804 0.836 0.680 0.483 0.313 0.001 -0.014 0.242 0.935 540 541 542 543 544 545 546 547 548 549 550 0.600 0.749 0.252 0.939 0.980 0.756 0.880 0.956 0.051 0.013 0.667 551 552 553 554 555 556 557 558 559 560 561 0.834 0.504 0.027 0.763 -0.011 0.821 0.673 0.326 0.910 0.226 0.095 562 563 564 565 566 567 568 569 570 571 572 0.686 0.240 0.942 0.496 0.744 0.655 0.740 0.682 -0.037 0.804 0.524 573 574 575 576 577 578 579 580 581 582 583 0.951 0.308 0.817 0.755 0.082 0.822 0.498 0.834 0.328 0.080 0.600 584 585 586 587 588 589 590 591 592 593 594 0.772 0.562 0.359 0.270 0.546 0.155 0.790 0.002 -0.020 0.436 0.558 595 596 597 598 599 600 601 602 603 604 605 0.022 0.155 0.713 0.902 0.166 0.946 0.920 0.525 0.442 0.061 0.075 606 607 608 609 610 611 612 613 614 615 616 0.866 0.446 0.422 0.804 0.190 0.305 0.718 0.765 0.626 0.603 0.835 617 618 619 620 621 622 623 624 625 626 627 0.272 0.329 0.361 0.894 0.546 0.410 0.120 0.902 -0.035 0.733 0.749 628 629 630 631 632 633 634 635 636 637 638 -0.041 0.639 0.897 0.203 0.818 0.630 -0.057 0.866 0.143 0.129 0.179 639 640 641 642 643 644 645 646 647 648 649 0.761 0.226 0.378 0.242 0.680 0.946 0.313 0.134 0.281 0.276 -0.058 650 651 652 653 654 655 656 657 658 659 660 0.887 0.163 0.895 0.356 0.528 0.035 0.364 0.161 0.703 -0.033 0.948 661 662 663 664 665 666 667 668 669 670 671 0.123 0.121 0.831 -0.035 0.778 0.726 0.616 0.980 0.308 0.381 0.557 672 673 674 675 676 677 678 679 680 681 682 0.075 0.679 0.346 0.666 0.700 -0.031 0.666 0.198 0.638 0.349 0.069 683 684 685 686 687 688 689 690 691 692 693 0.251 0.712 0.611 0.240 0.582 0.312 0.336 0.904 0.257 0.480 0.054 694 695 696 697 698 699 700 701 702 703 704 0.345 0.286 0.337 0.214 0.415 0.785 0.854 0.144 0.943 0.371 0.215 705 706 707 708 709 710 711 712 713 714 715 0.191 -0.002 0.846 0.569 0.407 0.179 0.761 0.286 0.325 0.038 0.778 716 717 718 719 720 721 722 723 724 725 726 0.294 0.618 0.109 0.626 0.496 0.852 0.038 0.633 -0.017 0.470 0.607 727 728 729 730 731 732 733 734 735 736 737 0.510 0.110 0.540 0.919 0.684 0.924 0.431 0.276 0.748 0.339 0.321 738 739 740 741 742 743 744 745 746 747 748 0.176 0.805 0.297 0.928 0.810 0.250 0.952 0.409 0.340 0.828 0.159 749 750 751 752 753 754 755 756 757 758 759 0.754 0.514 0.175 0.300 0.459 0.137 0.399 -0.017 0.891 0.872 0.097 760 761 762 763 764 765 766 767 768 769 770 0.149 0.867 0.548 0.057 0.691 0.696 0.781 0.941 0.779 0.779 0.120 771 772 773 774 775 776 777 778 779 780 781 0.190 0.147 0.149 0.829 0.729 0.268 0.877 0.399 0.663 0.783 0.327 782 783 784 785 786 787 788 789 790 791 792 0.545 0.223 0.184 -0.031 0.734 0.471 0.980 0.704 0.636 0.563 0.391 793 794 795 796 797 798 799 800 801 802 803 0.758 0.215 0.223 -0.018 0.843 0.676 0.522 0.078 0.866 0.772 0.910 804 805 806 807 808 809 810 811 812 813 814 -0.049 0.404 0.226 0.892 0.502 0.434 0.528 0.174 0.927 0.538 0.250 815 816 817 818 819 820 821 822 823 824 825 0.459 0.831 0.644 0.979 0.849 0.435 0.602 0.050 0.058 0.024 0.846 826 827 828 829 830 831 832 833 834 835 836 NA 0.639 0.395 0.755 0.298 0.164 0.210 0.604 0.490 0.857 0.017 837 838 839 840 841 842 843 844 845 846 847 0.684 0.370 0.156 0.811 0.461 0.588 0.228 0.383 0.492 0.249 0.060 848 849 850 851 852 853 854 855 856 857 858 0.714 0.249 0.598 0.633 0.956 0.152 0.314 0.487 0.357 0.513 0.203 859 860 861 862 863 864 865 866 867 868 869 0.005 0.276 0.214 0.099 0.171 0.422 0.292 0.827 0.384 0.850 0.640 870 871 872 873 874 875 876 877 878 879 880 0.799 0.592 0.709 0.225 0.362 0.030 0.797 0.769 0.980 0.410 0.133 881 882 883 884 885 886 887 888 889 890 891 0.313 0.457 0.870 0.637 -0.011 0.478 0.968 0.718 0.160 0.411 0.565 892 893 894 895 896 897 898 899 900 901 902 0.655 0.951 0.740 0.570 0.349 0.944 0.526 0.045 0.920 0.745 0.187 903 904 905 906 907 908 909 910 911 912 913 0.469 0.753 0.396 -0.021 0.979 0.357 0.450 0.672 0.493 0.312 0.684 914 915 916 917 918 919 920 921 922 923 924 0.489 0.552 0.384 0.644 0.341 0.730 0.786 0.188 0.548 0.901 0.133 925 926 927 928 929 930 931 932 933 934 935 0.111 0.301 0.495 -0.006 0.176 0.088 0.955 0.879 0.043 0.073 0.151 936 937 938 939 940 941 942 943 944 945 946 0.685 -0.001 0.906 0.127 0.568 0.805 0.170 0.538 0.129 0.841 0.707 947 948 949 950 951 952 953 954 955 956 957 -0.047 0.066 0.055 -0.023 0.935 0.381 0.179 -0.055 0.083 -0.033 0.943 958 959 960 961 962 963 964 965 966 967 968 0.330 0.193 0.307 0.444 0.021 0.526 0.029 0.261 0.079 -0.014 0.725 969 970 971 972 973 974 975 976 977 978 979 0.303 0.461 0.025 0.128 0.840 0.922 0.859 -0.040 0.584 0.108 0.244 980 981 982 983 984 985 986 987 988 989 990 0.711 0.300 0.535 0.049 -0.020 0.460 -0.040 0.603 -0.043 0.623 0.737 991 992 993 994 995 996 997 998 999 1000 1001 0.174 0.031 0.914 0.803 0.855 0.134 0.146 0.155 0.689 0.432 0.516 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 1012 0.281 0.778 0.134 0.170 0.028 0.782 0.159 0.790 0.667 -0.028 0.587 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 0.272 0.041 0.614 0.225 0.303 0.344 -0.050 0.715 0.202 0.770 0.359 1024 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 0.167 -0.052 0.529 0.335 0.459 0.125 0.967 0.233 0.260 0.526 0.940 1035 1036 1037 1038 1039 1040 1041 1042 1043 1044 1045 0.046 0.406 0.260 0.978 -0.048 0.006 0.537 0.351 -0.035 NA 0.485 1046 1047 1048 1049 1050 1051 1052 1053 1054 1055 1056 0.212 0.962 0.841 0.128 0.123 0.688 0.947 -0.024 0.850 0.487 0.042 1057 1058 1059 1060 1061 1062 1063 1064 1065 1066 1067 0.917 0.211 0.604 0.111 0.818 0.935 0.287 0.500 0.268 0.771 0.738 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 0.736 0.928 0.667 0.199 0.186 0.370 0.814 0.613 0.896 0.822 -0.045 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 0.817 0.461 0.233 0.747 0.738 0.752 0.176 0.215 0.027 0.492 -0.035 1090 1091 1092 1093 1094 1095 1096 1097 1098 1099 1100 0.031 0.350 0.761 0.250 0.807 -0.022 0.034 0.673 0.975 0.175 0.193 1101 1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 0.053 0.107 0.960 0.857 0.599 0.020 0.558 0.634 0.605 -0.037 0.049 1112 1113 1114 1115 1116 1117 1118 1119 1120 1121 1122 0.150 0.926 0.555 0.249 0.446 0.684 0.891 0.181 0.850 0.758 0.281 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133 0.187 0.690 -0.035 0.510 0.780 0.908 0.716 0.871 0.191 -0.036 0.527 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 0.302 0.022 0.071 0.916 0.272 0.927 -0.048 0.582 0.142 0.939 0.619 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 0.882 0.451 0.778 0.926 0.606 0.636 0.461 0.726 0.439 0.512 0.490 1156 1157 1158 1159 1160 1161 1162 1163 1164 1165 1166 0.029 0.878 0.467 0.836 0.252 0.082 0.490 0.062 0.727 0.643 0.334 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 0.271 0.059 0.590 0.597 0.200 0.433 0.090 0.748 0.360 0.375 0.458 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 0.768 0.977 0.696 0.026 -0.027 0.439 0.921 0.406 0.279 -0.054 0.605 1189 1190 1191 1192 1193 1194 1195 1196 1197 1198 1199 0.233 0.052 0.612 0.939 0.646 0.263 -0.033 -0.040 0.027 0.184 0.348 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 0.758 0.012 0.256 0.954 0.299 0.539 0.968 0.837 0.510 0.269 0.956 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 0.678 0.286 0.835 0.027 0.006 -0.042 0.354 0.097 0.229 -0.047 0.384 1222 1223 1224 1225 1226 1227 1228 1229 1230 1231 1232 0.559 0.627 0.495 0.221 0.790 0.907 0.262 0.738 0.330 0.001 0.016 1233 1234 1235 1236 1237 1238 1239 1240 1241 1242 1243 -0.027 0.826 0.669 0.449 0.605 0.530 0.708 -0.014 0.209 -0.055 0.796 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 0.678 0.014 0.678 0.347 0.632 0.081 0.253 0.916 0.273 0.528 0.922 1255 1256 1257 1258 1259 1260 1261 1262 1263 1264 1265 0.861 0.318 0.288 0.259 0.458 0.756 0.333 0.863 0.893 0.362 0.038 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 0.765 0.955 0.226 0.720 0.819 0.586 0.034 0.483 0.870 0.824 0.342 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 0.694 0.520 0.835 0.797 0.135 0.214 0.645 0.508 0.618 0.201 0.961 1288 1289 1290 1291 1292 1293 1294 1295 1296 1297 1298 0.637 0.093 0.921 0.741 0.221 -0.039 0.030 0.607 0.397 0.213 0.418 1299 1300 1301 1302 1303 1304 1305 1306 1307 1308 1309 0.065 0.830 0.800 0.441 0.382 0.545 0.227 0.424 0.373 0.569 0.597 1310 1311 1312 1313 1314 1315 1316 1317 1318 1319 1320 0.442 0.891 0.106 0.330 0.886 0.523 0.690 0.702 0.403 0.408 0.519 1321 1322 1323 1324 1325 1326 1327 1328 1329 1330 1331 0.049 0.339 0.188 0.439 0.442 0.461 0.732 0.045 0.023 0.211 0.588 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 0.181 0.756 0.726 0.950 0.573 0.484 -0.029 0.269 0.093 0.675 -0.054 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 0.040 0.033 0.603 0.694 0.831 0.907 0.573 0.073 0.136 0.233 0.755 1354 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 0.244 0.758 0.645 0.560 0.319 0.094 0.640 0.863 0.270 -0.033 0.771 1365 1366 1367 1368 1369 1370 1371 1372 1373 1374 1375 0.321 0.176 0.391 0.532 0.332 0.824 0.067 0.406 0.024 0.700 0.645 1376 1377 1378 1379 1380 1381 1382 1383 1384 1385 1386 0.593 0.255 0.254 0.289 0.448 0.912 0.606 -0.041 0.593 0.625 0.944 1387 1388 1389 1390 1391 1392 1393 1394 1395 1396 1397 0.866 0.424 0.354 0.269 0.733 0.440 0.447 0.135 0.974 0.439 0.117 1398 1399 1400 1401 1402 1403 1404 1405 1406 1407 1408 0.766 0.182 0.046 0.771 0.564 0.049 0.540 0.773 0.325 0.805 0.525 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 0.965 0.975 0.054 0.272 -0.014 0.458 0.767 0.473 0.785 0.453 0.039 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 0.352 0.651 0.644 0.166 0.888 0.098 0.117 0.220 0.182 0.883 0.561 1431 1432 1433 1434 1435 1436 1437 1438 1439 1440 1441 0.881 0.822 0.963 0.062 0.404 0.363 0.573 0.136 0.007 0.674 0.570 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 0.282 0.196 0.276 0.063 0.541 0.775 0.951 -0.042 0.029 0.010 0.529 1453 1454 1455 1456 1457 1458 1459 1460 1461 1462 1463 0.943 0.380 0.519 0.249 0.465 0.964 0.903 0.087 0.736 0.229 0.853 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474 0.565 0.388 -0.028 0.034 0.801 0.792 0.103 0.618 0.304 0.702 0.191 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 0.072 0.595 0.834 0.597 0.653 0.913 0.200 0.248 0.308 0.923 0.231 1486 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 0.313 0.665 -0.052 0.162 0.210 0.942 0.808 0.104 0.605 0.302 0.306 1497 1498 1499 1500 -0.046 0.690 0.531 0.689 > all( is.na( predict( testTobit2Ml, type = "unconditional" )[ + !t2Dat$ys[ t2Samp ] ] ) ) [1] TRUE > all.equal( predict( testTobit2Ml, type = "unconditional" )[ + t2Dat$ys[ t2Samp ] ], + predict( testTobit2Ml, newdata = t2Dat[ t2Samp & t2Dat$ys, ], + type = "unconditional" ) ) [1] TRUE > all.equal( predict( testTobit2Ml, + newdata = t2Dat[ t2Samp & t2Dat$ys, ], type = "unconditional" ), + fitted( testTobit2Ml, part = "outcome" )[ t2Dat$ys[ t2Samp ] ] ) [1] TRUE > all.equal( + predict( testTobit2Ml, newdata = t2Dat[ , "xo", drop = FALSE ], + type = "unconditional" ), + predict( testTobit2Ml, newdata = t2Dat, type = "unconditional" ) ) [1] TRUE > round( predict( testTobit2Ml, newdata = t2Dat, type = "conditional" ), 3 ) E[yo|ys=0] E[yo|ys=1] 1 1.242 -0.076 2 1.477 0.287 3 0.946 -0.276 4 1.744 0.564 5 1.364 0.138 6 0.572 -0.576 7 1.410 0.126 8 1.858 0.545 9 1.400 0.133 10 0.628 -0.524 11 0.979 -0.167 12 0.790 -0.356 13 1.382 0.094 14 1.401 0.198 15 1.567 0.315 16 1.406 0.225 17 1.626 0.473 18 1.470 0.286 19 1.411 0.128 20 0.807 -0.339 21 1.341 0.181 22 1.263 -0.039 23 1.349 0.203 24 1.436 0.285 25 1.525 0.254 26 1.617 0.457 27 1.242 0.033 28 0.581 -0.567 29 1.700 0.476 30 1.022 -0.124 31 1.627 0.474 32 1.024 -0.234 33 1.400 0.253 34 NA NA 35 1.200 -0.003 36 1.366 0.218 37 1.281 -0.013 38 0.782 -0.364 39 0.695 -0.452 40 1.377 0.130 41 1.298 0.105 42 0.919 -0.312 43 1.486 0.340 44 1.392 0.207 45 0.694 -0.465 46 0.867 -0.279 47 1.567 0.400 48 1.019 -0.162 49 0.787 -0.383 50 1.431 0.252 51 1.881 0.644 52 1.391 0.188 53 1.129 -0.051 54 1.229 0.075 55 1.447 0.266 56 0.962 -0.184 57 0.996 -0.156 58 0.944 -0.216 59 0.739 -0.426 60 1.290 0.141 61 1.187 0.009 62 1.606 0.376 63 1.436 0.290 64 1.596 0.436 65 1.345 0.199 66 0.945 -0.202 67 1.595 0.311 68 0.900 -0.267 69 1.642 0.478 70 0.966 -0.280 71 0.694 -0.456 72 1.218 0.042 73 0.871 -0.277 74 0.848 -0.300 75 1.489 0.342 76 1.228 0.075 77 NA NA 78 1.117 -0.187 79 1.248 0.098 80 0.983 -0.277 81 1.525 0.258 82 0.977 -0.169 83 1.128 -0.173 84 1.341 0.192 85 1.721 0.536 86 1.093 -0.096 87 1.033 -0.117 88 0.798 -0.359 89 1.205 0.020 90 1.476 0.314 91 1.126 -0.106 92 0.946 -0.203 93 1.276 0.110 94 1.472 0.155 95 1.501 0.355 96 1.447 0.301 97 1.284 0.125 98 0.806 -0.372 99 1.481 0.285 100 1.442 0.234 101 1.154 -0.128 102 1.604 0.455 103 1.068 -0.080 104 0.834 -0.322 105 1.322 0.143 106 2.043 0.727 107 1.517 0.273 108 1.204 0.052 109 1.244 0.095 110 1.326 0.176 111 1.275 0.080 112 1.609 0.378 113 1.879 0.616 114 1.460 0.299 115 1.482 0.303 116 1.508 0.216 117 1.099 -0.048 118 1.051 -0.184 119 1.663 0.476 120 1.758 0.564 121 0.790 -0.364 122 0.962 -0.277 123 1.198 0.041 124 1.735 0.452 125 1.104 -0.048 126 0.703 -0.466 127 1.731 0.481 128 1.437 0.279 129 1.206 0.060 130 1.614 0.417 131 1.316 0.125 132 1.159 -0.042 133 1.544 0.364 134 1.821 0.507 135 1.479 0.303 136 1.310 0.043 137 1.857 0.604 138 1.861 0.634 139 1.137 -0.074 140 0.884 -0.265 141 1.687 0.406 142 1.771 0.529 143 1.203 -0.088 144 1.354 0.127 145 0.936 -0.281 146 2.017 0.712 147 0.660 -0.489 148 1.410 0.253 149 NA NA 150 1.312 0.105 151 0.727 -0.437 152 0.939 -0.311 153 1.434 0.186 154 1.409 0.193 155 1.543 0.343 156 1.233 0.086 157 1.293 0.148 158 1.538 0.343 159 1.494 0.289 160 1.390 0.204 161 1.071 -0.120 162 0.954 -0.195 163 1.513 0.203 164 1.500 0.304 165 0.710 -0.436 166 1.588 0.433 167 1.190 0.044 168 0.832 -0.319 169 1.729 0.491 170 1.173 0.008 171 1.556 0.385 172 2.030 0.717 173 0.745 -0.410 174 1.013 -0.189 175 1.470 0.159 176 1.786 0.566 177 1.234 -0.081 178 1.544 0.382 179 1.309 0.020 180 0.606 -0.542 181 1.497 0.231 182 0.861 -0.312 183 1.424 0.258 184 0.634 -0.517 185 1.491 0.231 186 1.964 0.718 187 1.438 0.272 188 1.731 0.545 189 1.371 0.219 190 1.133 -0.076 191 0.997 -0.189 192 1.297 -0.010 193 1.385 0.217 194 1.335 0.084 195 1.554 0.335 196 1.418 0.235 197 0.808 -0.382 198 1.174 0.028 199 1.200 0.031 200 1.356 0.191 201 1.153 -0.123 202 1.995 0.679 203 0.915 -0.290 204 1.450 0.302 205 1.776 0.549 206 1.941 0.677 207 1.120 -0.042 208 1.783 0.548 209 1.381 0.114 210 0.894 -0.279 211 1.671 0.488 212 0.836 -0.347 213 0.916 -0.313 214 1.080 -0.173 215 0.872 -0.303 216 1.626 0.444 217 1.705 0.543 218 1.801 0.484 219 1.146 -0.002 220 1.156 -0.014 221 1.128 -0.018 222 1.223 -0.074 223 1.972 0.655 224 0.764 -0.421 225 1.247 0.090 226 0.945 -0.272 227 1.136 -0.023 228 1.469 0.308 229 1.798 0.532 230 1.548 0.364 231 1.566 0.386 232 1.558 0.327 233 1.455 0.281 234 1.119 -0.050 235 1.351 0.134 236 1.578 0.425 237 1.638 0.391 238 1.175 0.009 239 1.192 0.046 240 1.089 -0.225 241 1.377 0.091 242 1.330 0.125 243 1.372 0.226 244 0.642 -0.506 245 1.608 0.355 246 1.228 0.060 247 0.801 -0.348 248 1.804 0.540 249 1.701 0.531 250 1.160 -0.078 251 0.823 -0.323 252 1.559 0.406 253 1.499 0.221 254 1.852 0.591 255 1.389 0.214 256 1.624 0.314 257 1.752 0.464 258 1.300 0.088 259 1.854 0.602 260 1.176 -0.121 261 0.988 -0.198 262 1.448 0.261 263 1.367 0.211 264 1.439 0.185 265 1.325 0.104 266 0.899 -0.270 267 1.226 0.078 268 1.172 -0.147 269 1.698 0.481 270 0.851 -0.342 271 1.269 0.030 272 1.915 0.637 273 1.905 0.668 274 1.196 -0.019 275 1.309 0.153 276 0.987 -0.279 277 1.994 0.709 278 1.551 0.241 279 1.521 0.255 280 1.346 0.193 281 1.450 0.154 282 0.923 -0.224 283 0.968 -0.184 284 1.773 0.526 285 1.548 0.279 286 1.267 0.097 287 1.096 -0.079 288 1.324 0.057 289 1.518 0.257 290 1.854 0.642 291 0.931 -0.257 292 1.058 -0.235 293 1.480 0.275 294 0.696 -0.456 295 1.075 -0.074 296 1.373 0.064 297 1.555 0.291 298 1.228 0.065 299 0.975 -0.171 300 0.953 -0.197 301 1.266 0.026 302 1.822 0.615 303 1.375 0.191 304 1.496 0.316 305 1.262 0.115 306 1.227 0.022 307 0.663 -0.483 308 0.725 -0.436 309 1.170 0.024 310 1.166 -0.090 311 1.935 0.675 312 0.999 -0.216 313 1.103 -0.065 314 0.704 -0.459 315 1.778 0.502 316 1.203 0.058 317 1.430 0.280 318 1.677 0.506 319 1.623 0.401 320 1.229 -0.072 321 0.942 -0.218 322 1.869 0.576 323 0.792 -0.372 324 1.615 0.404 325 0.993 -0.244 326 1.002 -0.236 327 1.489 0.193 328 1.384 0.097 329 0.949 -0.284 330 1.064 -0.116 331 1.609 0.423 332 1.449 0.237 333 1.920 0.648 334 1.565 0.330 335 0.878 -0.308 336 1.420 0.108 337 0.786 -0.400 338 1.633 0.463 339 0.840 -0.369 340 1.912 0.634 341 1.333 0.129 342 2.051 0.734 343 1.288 0.097 344 1.357 0.211 345 1.401 0.246 346 1.943 0.702 347 1.192 0.024 348 1.017 -0.137 349 0.840 -0.317 350 0.760 -0.388 351 0.939 -0.270 352 1.165 -0.017 353 1.258 0.076 354 1.609 0.451 355 1.728 0.439 356 1.204 -0.100 357 1.485 0.277 358 1.612 0.328 359 1.874 0.662 360 1.493 0.304 361 1.699 0.538 362 1.640 0.384 363 1.085 -0.068 364 1.241 0.017 365 1.162 -0.117 366 1.046 -0.256 367 1.425 0.120 368 0.991 -0.176 369 1.807 0.519 370 1.926 0.608 371 1.872 0.653 372 1.184 -0.011 373 1.010 -0.151 374 0.988 -0.158 375 1.346 0.195 376 1.665 0.457 377 1.029 -0.209 378 1.527 0.381 379 1.613 0.451 380 1.419 0.261 381 1.039 -0.161 382 1.307 0.126 383 0.980 -0.197 384 1.041 -0.193 385 0.837 -0.311 386 1.026 -0.238 387 0.798 -0.360 388 1.600 0.343 389 0.759 -0.391 390 1.783 0.540 391 1.176 0.026 392 1.512 0.269 393 0.759 -0.386 394 1.451 0.283 395 1.037 -0.151 396 1.367 0.188 397 1.624 0.450 398 0.592 -0.558 399 1.322 0.085 400 1.040 -0.108 401 1.825 0.570 402 1.377 0.127 403 1.502 0.244 404 1.129 -0.185 405 0.595 -0.551 406 0.985 -0.172 407 0.797 -0.385 408 1.045 -0.118 409 1.712 0.417 410 1.511 0.298 411 1.452 0.299 412 0.841 -0.309 413 0.611 -0.537 414 0.793 -0.354 415 1.172 -0.095 416 1.590 0.443 417 1.230 0.070 418 1.050 -0.248 419 1.493 0.250 420 1.344 0.132 421 1.266 0.119 422 1.369 0.207 423 1.490 0.322 424 0.974 -0.261 425 1.671 0.373 426 1.531 0.384 427 1.828 0.556 428 1.655 0.490 429 1.306 0.038 430 1.332 0.154 431 1.616 0.465 432 1.615 0.394 433 1.375 0.187 434 1.006 -0.210 435 1.854 0.603 436 2.027 0.711 437 1.027 -0.141 438 1.639 0.437 439 1.032 -0.115 440 0.887 -0.262 441 1.633 0.427 442 1.214 0.057 443 0.949 -0.236 444 1.859 0.578 445 1.076 -0.074 446 1.624 0.346 447 0.965 -0.186 448 1.697 0.391 449 1.029 -0.121 450 1.488 0.258 451 1.489 0.216 452 1.273 0.091 453 0.864 -0.323 454 0.729 -0.436 455 0.689 -0.474 456 1.361 0.137 457 1.387 0.199 458 1.574 0.419 459 1.316 0.111 460 1.364 0.158 461 1.328 0.061 462 1.843 0.594 463 1.413 0.189 464 1.785 0.534 465 1.081 -0.148 466 1.466 0.211 467 1.279 0.017 468 1.700 0.515 469 1.831 0.622 470 1.116 -0.032 471 0.783 -0.370 472 0.586 -0.561 473 0.783 -0.366 474 1.068 -0.095 475 1.340 0.190 476 1.181 -0.013 477 0.999 -0.149 478 1.252 0.067 479 0.916 -0.246 480 1.345 0.184 481 1.646 0.484 482 1.882 0.661 483 1.637 0.466 484 1.143 -0.100 485 1.244 0.017 486 1.244 0.086 487 1.691 0.517 488 1.044 -0.146 489 1.717 0.431 490 0.576 -0.571 491 1.405 0.188 492 1.456 0.139 493 1.230 -0.030 494 1.421 0.247 495 1.068 -0.095 496 1.283 0.016 497 NA NA 498 1.502 0.258 499 1.577 0.404 500 1.566 0.318 501 1.380 0.196 502 1.009 -0.140 503 1.300 0.119 504 1.335 0.189 505 0.780 -0.403 506 0.753 -0.394 507 1.157 0.005 508 0.901 -0.320 509 1.254 -0.056 510 1.987 0.721 511 0.955 -0.207 512 1.230 0.084 513 1.228 0.080 514 1.369 0.203 515 1.028 -0.123 516 1.502 0.263 517 1.576 0.344 518 1.925 0.670 519 1.244 0.098 520 1.761 0.579 521 1.270 0.100 522 0.988 -0.223 523 1.602 0.437 524 1.588 0.297 525 1.268 0.090 526 1.824 0.575 527 1.325 0.070 528 1.798 0.549 529 0.895 -0.260 530 1.423 0.253 531 1.679 0.476 532 1.510 0.357 533 1.561 0.356 534 1.165 0.011 535 1.315 0.060 536 0.760 -0.409 537 0.584 -0.562 538 1.128 -0.079 539 2.031 0.729 540 1.262 0.111 541 1.693 0.464 542 0.923 -0.229 543 1.855 0.637 544 1.670 0.515 545 1.503 0.337 546 1.616 0.453 547 1.978 0.714 548 0.678 -0.470 549 1.026 -0.234 550 1.363 0.207 551 1.822 0.574 552 1.506 0.251 553 0.922 -0.288 554 1.384 0.237 555 0.893 -0.320 556 1.448 0.301 557 1.667 0.416 558 1.148 -0.038 559 1.702 0.525 560 1.171 -0.059 561 1.013 -0.206 562 1.389 0.231 563 0.986 -0.179 564 1.906 0.668 565 1.272 0.099 566 1.367 0.219 567 1.509 0.313 568 1.406 0.254 569 1.473 0.296 570 0.712 -0.455 571 1.760 0.526 572 1.477 0.244 573 1.885 0.660 574 1.381 0.091 575 1.592 0.420 576 1.476 0.315 577 0.847 -0.323 578 1.566 0.401 579 1.206 0.048 580 1.469 0.321 581 1.188 -0.010 582 0.772 -0.383 583 1.277 0.124 584 1.833 0.550 585 1.352 0.175 586 1.338 0.094 587 1.180 -0.035 588 1.475 0.252 589 1.065 -0.150 590 1.566 0.393 591 0.694 -0.461 592 1.037 -0.245 593 1.386 0.154 594 1.256 0.100 595 0.779 -0.389 596 1.063 -0.152 597 1.394 0.240 598 1.812 0.596 599 1.168 -0.087 600 1.772 0.585 601 1.582 0.431 602 1.328 0.148 603 1.097 -0.054 604 0.983 -0.237 605 0.852 -0.321 606 1.458 0.312 607 1.372 0.150 608 1.011 -0.135 609 1.554 0.387 610 0.949 -0.219 611 1.350 0.074 612 1.460 0.295 613 1.611 0.418 614 1.520 0.310 615 1.669 0.383 616 1.959 0.641 617 1.111 -0.079 618 0.985 -0.165 619 1.410 0.132 620 1.859 0.621 621 1.302 0.134 622 1.210 0.031 623 1.234 -0.078 624 1.782 0.577 625 0.774 -0.408 626 1.305 0.159 627 1.756 0.499 628 0.618 -0.533 629 1.670 0.401 630 1.760 0.561 631 1.242 -0.030 632 1.769 0.537 633 1.451 0.266 634 0.618 -0.535 635 1.740 0.538 636 0.797 -0.354 637 0.790 -0.361 638 0.885 -0.273 639 1.363 0.217 640 1.177 -0.055 641 1.417 0.145 642 0.847 -0.299 643 1.748 0.461 644 1.544 0.398 645 0.999 -0.155 646 1.229 -0.073 647 1.068 -0.108 648 0.853 -0.292 649 0.550 -0.597 650 1.793 0.579 651 1.202 -0.071 652 1.595 0.439 653 1.232 0.029 654 1.443 0.226 655 0.865 -0.323 656 1.438 0.148 657 0.797 -0.351 658 1.721 0.458 659 1.029 -0.255 660 1.663 0.504 661 0.911 -0.264 662 0.841 -0.319 663 1.735 0.521 664 0.556 -0.590 665 1.588 0.406 666 1.403 0.250 667 1.662 0.386 668 1.894 0.677 669 1.087 -0.086 670 1.355 0.113 671 1.285 0.123 672 0.660 -0.486 673 1.750 0.461 674 0.920 -0.226 675 1.534 0.334 676 1.306 0.160 677 0.735 -0.435 678 1.648 0.402 679 0.840 -0.309 680 1.389 0.222 681 1.307 0.072 682 1.098 -0.170 683 0.982 -0.181 684 1.329 0.182 685 1.502 0.294 686 1.048 -0.133 687 1.359 0.186 688 1.048 -0.116 689 1.229 0.020 690 1.847 0.618 691 1.341 0.045 692 1.153 0.000 693 0.976 -0.244 694 1.293 0.062 695 1.020 -0.143 696 1.306 0.066 697 1.322 0.014 698 1.417 0.162 699 1.608 0.422 700 1.965 0.655 701 0.831 -0.324 702 1.629 0.475 703 1.490 0.175 704 1.033 -0.151 705 1.109 -0.110 706 1.117 -0.197 707 1.422 0.277 708 1.394 0.208 709 1.466 0.183 710 0.757 -0.389 711 1.664 0.451 712 1.155 -0.046 713 1.299 0.057 714 1.154 -0.159 715 1.834 0.553 716 0.876 -0.269 717 1.642 0.377 718 0.762 -0.388 719 1.482 0.285 720 1.174 0.021 721 1.848 0.596 722 0.680 -0.469 723 1.682 0.404 724 0.806 -0.380 725 1.221 0.054 726 1.353 0.188 727 1.434 0.213 728 1.175 -0.111 729 1.314 0.142 730 1.986 0.699 731 1.640 0.406 732 1.524 0.378 733 1.221 0.045 734 1.100 -0.086 735 1.564 0.380 736 0.944 -0.202 737 1.298 0.054 738 0.846 -0.306 739 1.561 0.393 740 1.295 0.042 741 1.892 0.654 742 1.625 0.441 743 0.925 -0.228 744 1.847 0.637 745 1.071 -0.080 746 1.090 -0.076 747 1.437 0.290 748 0.752 -0.394 749 1.666 0.450 750 1.160 0.011 751 1.045 -0.156 752 1.154 -0.041 753 1.039 -0.107 754 0.966 -0.222 755 1.405 0.148 756 1.033 -0.245 757 1.603 0.444 758 1.788 0.570 759 0.750 -0.400 760 0.957 -0.224 761 1.738 0.537 762 1.245 0.089 763 1.023 -0.216 764 1.523 0.334 765 1.396 0.239 766 1.673 0.464 767 1.670 0.508 768 1.469 0.314 769 1.508 0.346 770 0.864 -0.302 771 0.775 -0.371 772 1.160 -0.100 773 0.876 -0.285 774 1.474 0.325 775 1.410 0.256 776 1.141 -0.061 777 1.868 0.618 778 1.435 0.164 779 1.740 0.448 780 1.547 0.377 781 1.165 -0.026 782 NA NA 783 0.826 -0.320 784 1.203 -0.060 785 0.986 -0.276 786 1.587 0.391 787 1.214 0.049 788 1.702 0.541 789 1.632 0.409 790 1.272 0.123 791 1.323 0.154 792 1.226 0.036 793 1.487 0.325 794 0.953 -0.211 795 0.869 -0.280 796 0.814 -0.375 797 1.836 0.585 798 1.373 0.217 799 1.235 0.076 800 0.943 -0.256 801 1.943 0.651 802 1.487 0.328 803 1.883 0.641 804 0.940 -0.309 805 1.453 0.176 806 1.261 -0.009 807 1.557 0.406 808 1.157 0.007 809 1.080 -0.070 810 1.607 0.314 811 1.205 -0.063 812 1.904 0.661 813 1.232 0.076 814 1.201 -0.031 815 1.130 -0.022 816 1.418 0.273 817 1.388 0.223 818 1.811 0.622 819 1.745 0.535 820 1.281 0.088 821 1.709 0.401 822 1.076 -0.190 823 1.104 -0.172 824 0.641 -0.506 825 1.490 0.340 826 NA NA 827 1.538 0.326 828 1.393 0.140 829 1.804 0.527 830 1.307 0.049 831 0.865 -0.292 832 1.065 -0.131 833 1.610 0.353 834 1.610 0.295 835 1.850 0.600 836 1.094 -0.197 837 1.570 0.363 838 1.049 -0.105 839 1.259 -0.047 840 1.869 0.587 841 1.366 0.152 842 1.526 0.300 843 0.814 -0.332 844 1.474 0.175 845 1.458 0.219 846 1.009 -0.160 847 1.075 -0.186 848 1.536 0.351 849 0.889 -0.260 850 1.228 0.080 851 1.415 0.241 852 1.534 0.388 853 0.883 -0.280 854 1.359 0.084 855 1.454 0.215 856 1.417 0.134 857 1.293 0.120 858 1.055 -0.140 859 1.027 -0.237 860 1.277 0.023 861 0.903 -0.252 862 0.875 -0.297 863 1.142 -0.099 864 1.047 -0.100 865 1.366 0.076 866 1.747 0.527 867 1.407 0.143 868 1.769 0.550 869 1.737 0.435 870 1.515 0.355 871 1.370 0.197 872 1.359 0.209 873 0.931 -0.226 874 1.134 -0.037 875 0.797 -0.374 876 1.383 0.237 877 1.566 0.388 878 1.737 0.568 879 1.443 0.173 880 0.853 -0.308 881 1.371 0.089 882 1.513 0.232 883 1.535 0.383 884 1.453 0.269 885 0.833 -0.360 886 1.260 0.085 887 1.671 0.514 888 1.344 0.196 889 1.013 -0.182 890 1.250 0.059 891 1.690 0.372 892 1.593 0.366 893 1.724 0.552 894 1.804 0.519 895 1.142 -0.004 896 1.268 0.049 897 1.813 0.613 898 1.320 0.143 899 0.816 -0.355 900 1.780 0.582 901 1.649 0.435 902 0.850 -0.301 903 1.217 0.051 904 1.812 0.529 905 1.194 0.015 906 0.579 -0.567 907 1.961 0.716 908 1.299 0.070 909 1.518 0.231 910 1.526 0.331 911 1.489 0.237 912 1.178 -0.022 913 1.339 0.189 914 1.128 -0.020 915 1.124 -0.021 916 1.111 -0.051 917 1.460 0.277 918 1.144 -0.036 919 1.795 0.509 920 1.795 0.537 921 0.985 -0.193 922 1.330 0.155 923 1.530 0.382 924 1.100 -0.139 925 0.754 -0.395 926 1.272 0.031 927 1.333 0.143 928 0.720 -0.442 929 0.945 -0.226 930 0.668 -0.478 931 1.556 0.410 932 1.910 0.641 933 1.028 -0.219 934 1.103 -0.165 935 0.768 -0.379 936 1.552 0.352 937 0.934 -0.292 938 1.778 0.576 939 1.016 -0.192 940 1.267 0.110 941 1.853 0.576 942 0.899 -0.263 943 1.364 0.177 944 1.218 -0.080 945 1.550 0.391 946 1.433 0.272 947 0.709 -0.459 948 1.023 -0.212 949 1.024 -0.216 950 0.930 -0.303 951 1.608 0.455 952 1.411 0.143 953 1.105 -0.117 954 0.964 -0.299 955 NA NA 956 0.842 -0.360 957 1.531 0.385 958 1.152 -0.033 959 0.846 -0.304 960 1.232 0.010 961 1.264 0.079 962 0.890 -0.311 963 1.438 0.221 964 0.850 -0.335 965 0.902 -0.247 966 1.200 -0.115 967 0.894 -0.321 968 1.816 0.517 969 1.024 -0.137 970 1.086 -0.061 971 0.968 -0.261 972 1.026 -0.185 973 1.927 0.630 974 1.862 0.634 975 1.600 0.435 976 0.934 -0.308 977 1.364 0.191 978 0.884 -0.289 979 0.864 -0.283 980 1.342 0.194 981 0.934 -0.214 982 1.554 0.291 983 1.120 -0.169 984 1.071 -0.228 985 1.147 -0.007 986 1.043 -0.252 987 1.496 0.287 988 0.577 -0.570 989 1.401 0.228 990 1.467 0.304 991 0.938 -0.232 992 0.985 -0.249 993 1.969 0.688 994 1.441 0.292 995 1.759 0.546 996 1.214 -0.079 997 1.199 -0.080 998 1.116 -0.121 999 1.658 0.418 1000 1.097 -0.055 1001 1.235 0.075 1002 1.284 0.029 1003 1.382 0.236 1004 1.209 -0.082 1005 0.915 -0.250 1006 1.141 -0.170 1007 1.570 0.394 1008 1.183 -0.082 1009 1.773 0.527 1010 1.245 0.100 1011 1.060 -0.238 1012 1.275 0.120 1013 0.945 -0.208 1014 0.915 -0.288 1015 1.657 0.383 1016 1.002 -0.171 1017 1.402 0.099 1018 1.119 -0.053 1019 0.539 -0.607 1020 1.556 0.364 1021 1.097 -0.113 1022 1.526 0.358 1023 1.063 -0.094 1024 0.906 -0.258 1025 0.741 -0.436 1026 1.194 0.043 1027 1.141 -0.040 1028 1.188 0.026 1029 0.765 -0.384 1030 1.793 0.606 1031 0.928 -0.228 1032 1.138 -0.066 1033 1.473 0.242 1034 2.009 0.722 1035 0.913 -0.287 1036 NA NA 1037 0.875 -0.272 1038 1.561 0.415 1039 0.647 -0.509 1040 0.829 -0.357 1041 1.519 0.273 1042 0.928 -0.217 1043 0.999 -0.271 1044 NA NA 1045 1.061 -0.084 1046 0.844 -0.304 1047 1.861 0.650 1048 1.594 0.427 1049 1.106 -0.138 1050 1.075 -0.157 1051 1.289 0.143 1052 1.693 0.528 1053 0.923 -0.307 1054 1.809 0.574 1055 1.217 0.055 1056 0.977 -0.248 1057 1.703 0.528 1058 0.886 -0.266 1059 1.556 0.323 1060 0.903 -0.274 1061 1.883 0.597 1062 1.510 0.365 1063 1.165 -0.039 1064 1.225 0.064 1065 1.318 0.040 1066 1.495 0.334 1067 1.744 0.487 1068 1.780 0.505 1069 1.936 0.678 1070 1.651 0.405 1071 0.957 -0.211 1072 0.819 -0.329 1073 1.264 0.054 1074 1.762 0.531 1075 1.625 0.366 1076 1.838 0.609 1077 1.944 0.628 1078 0.952 -0.301 1079 1.423 0.277 1080 1.142 -0.012 1081 1.159 -0.063 1082 1.639 0.430 1083 1.429 0.274 1084 1.834 0.539 1085 0.802 -0.346 1086 0.870 -0.280 1087 0.794 -0.377 1088 1.404 0.188 1089 1.016 -0.262 1090 0.888 -0.309 1091 1.394 0.119 1092 1.658 0.447 1093 1.261 0.002 1094 1.408 0.261 1095 0.751 -0.421 1096 0.605 -0.540 1097 1.300 0.152 1098 1.992 0.730 1099 1.212 -0.059 1100 1.021 -0.167 1101 1.006 -0.227 1102 0.773 -0.379 1103 1.821 0.623 1104 1.808 0.576 1105 1.683 0.387 1106 0.767 -0.398 1107 1.457 0.245 1108 1.330 0.174 1109 1.188 0.042 1110 1.090 -0.229 1111 0.687 -0.461 1112 0.754 -0.393 1113 1.625 0.468 1114 1.207 0.057 1115 0.985 -0.178 1116 1.399 0.166 1117 1.388 0.231 1118 1.619 0.457 1119 0.823 -0.326 1120 1.947 0.645 1121 1.887 0.567 1122 1.400 0.085 1123 0.901 -0.258 1124 1.330 0.181 1125 0.641 -0.512 1126 1.518 0.261 1127 1.470 0.315 1128 1.520 0.373 1129 1.590 0.388 1130 1.783 0.566 1131 0.808 -0.339 1132 0.997 -0.272 1133 1.547 0.284 1134 1.095 -0.082 1135 0.910 -0.297 1136 0.797 -0.365 1137 1.968 0.689 1138 1.112 -0.079 1139 1.615 0.460 1140 0.948 -0.304 1141 1.674 0.374 1142 1.215 -0.075 1143 2.060 0.744 1144 1.396 0.223 1145 1.826 0.597 1146 1.190 0.026 1147 1.780 0.525 1148 1.813 0.606 1149 1.341 0.177 1150 1.489 0.293 1151 1.486 0.221 1152 1.667 0.439 1153 1.038 -0.108 1154 1.094 -0.052 1155 1.579 0.281 1156 0.838 -0.343 1157 1.907 0.639 1158 1.294 0.107 1159 1.466 0.318 1160 1.192 -0.035 1161 0.867 -0.308 1162 1.540 0.262 1163 0.910 -0.284 1164 1.422 0.266 1165 1.716 0.426 1166 1.068 -0.095 1167 1.186 -0.032 1168 0.690 -0.458 1169 1.174 0.028 1170 1.450 0.255 1171 0.982 -0.192 1172 1.557 0.240 1173 1.078 -0.171 1174 1.478 0.316 1175 1.155 -0.023 1176 1.423 0.146 1177 1.586 0.266 1178 1.802 0.532 1179 1.736 0.567 1180 1.500 0.320 1181 0.673 -0.477 1182 0.938 -0.300 1183 1.302 0.104 1184 1.662 0.497 1185 1.195 0.019 1186 0.967 -0.188 1187 0.604 -0.547 1188 1.207 0.061 1189 1.215 -0.031 1190 1.054 -0.200 1191 1.295 0.141 1192 1.614 0.461 1193 1.676 0.408 1194 1.093 -0.095 1195 1.056 -0.242 1196 0.965 -0.291 1197 0.737 -0.422 1198 1.203 -0.060 1199 1.160 -0.023 1200 1.791 0.521 1201 1.027 -0.234 1202 1.297 0.024 1203 1.704 0.537 1204 1.076 -0.097 1205 1.155 0.008 1206 1.991 0.726 1207 1.428 0.282 1208 1.604 0.303 1209 1.348 0.055 1210 1.892 0.666 1211 1.579 0.367 1212 1.272 0.025 1213 1.653 0.469 1214 1.083 -0.198 1215 1.030 -0.235 1216 1.063 -0.244 1217 1.233 0.029 1218 0.721 -0.426 1219 1.005 -0.168 1220 1.039 -0.257 1221 1.015 -0.133 1222 1.326 0.156 1223 1.381 0.214 1224 1.473 0.229 1225 0.793 -0.353 1226 1.689 0.478 1227 1.915 0.657 1228 1.305 0.031 1229 1.806 0.519 1230 0.932 -0.214 1231 0.600 -0.546 1232 0.800 -0.375 1233 0.893 -0.327 1234 1.456 0.308 1235 1.420 0.253 1236 1.525 0.234 1237 1.291 0.137 1238 1.555 0.289 1239 1.552 0.360 1240 1.064 -0.228 1241 1.154 -0.075 1242 0.750 -0.431 1243 1.813 0.551 1244 1.428 0.262 1245 NA NA 1246 1.471 0.293 1247 1.171 -0.015 1248 1.353 0.193 1249 0.930 -0.264 1250 1.229 -0.014 1251 1.567 0.417 1252 1.159 -0.048 1253 1.135 -0.011 1254 1.552 0.404 1255 1.794 0.569 1256 1.056 -0.108 1257 1.268 0.023 1258 1.384 0.066 1259 1.282 0.096 1260 1.376 0.229 1261 0.938 -0.208 1262 1.730 0.530 1263 1.801 0.586 1264 1.400 0.128 1265 0.624 -0.522 1266 1.377 0.230 1267 1.927 0.686 1268 0.963 -0.201 1269 1.444 0.283 1270 1.414 0.268 1271 1.316 0.154 1272 0.790 -0.378 1273 1.233 0.067 1274 1.762 0.553 1275 1.640 0.456 1276 1.435 0.135 1277 1.356 0.205 1278 1.534 0.274 1279 1.706 0.504 1280 1.728 0.504 1281 0.944 -0.238 1282 0.879 -0.273 1283 1.404 0.235 1284 1.092 -0.053 1285 1.389 0.217 1286 1.168 -0.071 1287 1.595 0.447 1288 1.696 0.414 1289 0.927 -0.262 1290 2.044 0.727 1291 1.760 0.498 1292 0.904 -0.250 1293 0.813 -0.382 1294 1.003 -0.239 1295 1.587 0.342 1296 1.037 -0.112 1297 1.050 -0.140 1298 1.159 -0.005 1299 0.692 -0.456 1300 1.613 0.438 1301 1.541 0.377 1302 1.178 0.014 1303 1.388 0.131 1304 1.531 0.284 1305 1.256 -0.012 1306 1.170 0.004 1307 1.127 -0.040 1308 1.330 0.161 1309 1.675 0.382 1310 1.414 0.173 1311 1.617 0.456 1312 0.738 -0.410 1313 1.165 -0.025 1314 1.938 0.659 1315 1.407 0.201 1316 1.378 0.223 1317 1.505 0.325 1318 1.501 0.198 1319 0.998 -0.147 1320 1.557 0.285 1321 0.846 -0.332 1322 1.122 -0.052 1323 1.316 -0.004 1324 1.389 0.158 1325 1.169 0.008 1326 1.367 0.153 1327 1.623 0.414 1328 0.879 -0.310 1329 0.700 -0.453 1330 1.100 -0.108 1331 1.309 0.148 1332 0.829 -0.321 1333 1.381 0.234 1334 1.698 0.457 1335 2.008 0.726 1336 1.248 0.095 1337 1.093 -0.053 1338 0.864 -0.345 1339 1.093 -0.093 1340 1.152 -0.130 1341 1.400 0.239 1342 0.825 -0.379 1343 0.722 -0.432 1344 0.666 -0.482 1345 1.181 0.035 1346 1.361 0.209 1347 1.478 0.329 1348 1.525 0.378 1349 1.386 0.203 1350 1.179 -0.128 1351 1.015 -0.189 1352 1.339 0.032 1353 1.403 0.254 1354 1.121 -0.083 1355 1.775 0.513 1356 1.601 0.367 1357 1.338 0.164 1358 1.147 -0.040 1359 1.113 -0.150 1360 1.497 0.301 1361 1.487 0.339 1362 0.906 -0.242 1363 0.614 -0.535 1364 1.374 0.228 1365 1.146 -0.040 1366 1.161 -0.086 1367 1.133 -0.032 1368 1.128 -0.018 1369 1.408 0.117 1370 1.417 0.271 1371 1.110 -0.164 1372 1.095 -0.060 1373 1.125 -0.179 1374 1.824 0.507 1375 1.339 0.183 1376 1.388 0.210 1377 0.832 -0.314 1378 1.024 -0.147 1379 0.894 -0.252 1380 1.558 0.248 1381 1.592 0.438 1382 1.586 0.341 1383 0.857 -0.354 1384 1.359 0.189 1385 1.527 0.314 1386 1.996 0.717 1387 1.965 0.661 1388 1.056 -0.093 1389 1.165 -0.017 1390 1.069 -0.110 1391 1.646 0.429 1392 1.241 0.062 1393 1.466 0.203 1394 1.035 -0.177 1395 2.050 0.759 1396 1.078 -0.071 1397 0.880 -0.290 1398 1.668 0.455 1399 1.264 -0.031 1400 1.053 -0.204 1401 1.827 0.546 1402 1.230 0.079 1403 1.111 -0.173 1404 1.273 0.111 1405 1.591 0.406 1406 0.958 -0.190 1407 1.446 0.297 1408 1.605 0.312 1409 1.669 0.512 1410 1.591 0.444 1411 0.711 -0.440 1412 1.216 -0.014 1413 0.851 -0.348 1414 1.228 0.057 1415 1.783 0.521 1416 1.448 0.206 1417 1.877 0.577 1418 1.408 0.174 1419 0.909 -0.292 1420 1.009 -0.142 1421 1.772 0.456 1422 1.539 0.329 1423 0.969 -0.211 1424 1.534 0.385 1425 0.890 -0.287 1426 1.011 -0.199 1427 1.129 -0.086 1428 0.812 -0.336 1429 1.481 0.335 1430 1.299 0.135 1431 1.857 0.614 1432 1.783 0.546 1433 1.935 0.694 1434 1.173 -0.137 1435 1.494 0.195 1436 1.315 0.082 1437 1.240 0.088 1438 0.855 -0.306 1439 1.076 -0.211 1440 1.252 0.106 1441 1.520 0.288 1442 0.874 -0.271 1443 0.860 -0.291 1444 1.098 -0.087 1445 0.724 -0.427 1446 1.290 0.124 1447 1.413 0.264 1448 2.014 0.729 1449 0.834 -0.369 1450 0.843 -0.340 1451 1.009 -0.244 1452 1.182 0.032 1453 1.640 0.483 1454 1.067 -0.088 1455 1.214 0.058 1456 1.182 -0.043 1457 1.112 -0.037 1458 1.880 0.662 1459 1.972 0.684 1460 1.054 -0.185 1461 1.456 0.296 1462 1.019 -0.158 1463 1.569 0.409 1464 1.425 0.227 1465 1.081 -0.075 1466 0.746 -0.426 1467 1.089 -0.192 1468 1.672 0.470 1469 1.676 0.470 1470 1.219 -0.094 1471 1.603 0.356 1472 1.151 -0.042 1473 1.407 0.250 1474 0.827 -0.321 1475 0.836 -0.334 1476 1.557 0.320 1477 1.749 0.531 1478 1.198 0.052 1479 1.311 0.160 1480 1.566 0.415 1481 0.850 -0.300 1482 1.245 -0.008 1483 1.121 -0.062 1484 1.568 0.419 1485 1.346 0.034 1486 1.326 0.066 1487 1.307 0.158 1488 1.015 -0.272 1489 1.030 -0.171 1490 0.839 -0.309 1491 2.030 0.732 1492 1.693 0.487 1493 0.742 -0.407 1494 1.542 0.316 1495 0.930 -0.218 1496 0.910 -0.237 1497 0.692 -0.472 1498 1.306 0.159 1499 1.103 -0.042 1500 1.435 0.270 > all( is.na( predict( testTobit2Ml, type = "conditional" )[ + !t2Dat$ys[ t2Samp ] ] ) ) [1] TRUE > all.equal( predict( testTobit2Ml, type = "conditional" )[ + t2Dat$ys[ t2Samp ], ], + predict( testTobit2Ml, newdata = t2Dat[ t2Samp & t2Dat$ys, ], + type = "conditional" ) ) [1] TRUE > all.equal( + predict( testTobit2Ml, newdata = t2Dat[ , c( "xs", "xo" ) ], + type = "conditional" ), + predict( testTobit2Ml, newdata = t2Dat, type = "conditional" ) ) [1] TRUE > mmsTestTobit2Ml <- model.matrix( testTobit2Ml, part = "selection" ) > print( mmsTestTobit2Ml ) (Intercept) xs 1 1 0.989783 2 1 0.505087 3 1 0.660520 4 1 0.446553 5 1 0.679088 6 1 0.111979 7 1 0.886227 8 1 0.977813 9 1 0.832613 10 1 0.194162 11 1 0.057271 12 1 0.066386 13 1 0.901849 14 1 0.573553 15 1 0.778747 16 1 0.448250 17 1 0.211147 18 1 0.467604 19 1 0.884227 21 1 0.291558 22 1 0.944124 23 1 0.000718 24 1 0.180530 25 1 0.844751 26 1 0.297492 27 1 0.602188 28 1 0.128961 29 1 0.669585 30 1 0.022208 31 1 0.209919 32 1 0.799710 33 1 0.104068 35 1 0.576175 36 1 0.112046 37 1 0.919603 38 1 0.046812 39 1 0.091645 40 1 0.757409 41 1 0.521674 42 1 0.695780 43 1 0.027685 44 1 0.475480 45 1 0.279100 46 1 0.055972 47 1 0.351218 48 1 0.452381 49 1 0.372675 50 1 0.437870 51 1 0.720631 52 1 0.572837 53 1 0.444619 54 1 0.216880 55 1 0.450523 56 1 0.084512 57 1 0.191213 58 1 0.292087 59 1 0.334195 60 1 0.138324 61 1 0.430113 62 1 0.692418 63 1 0.059491 64 1 0.294987 65 1 0.059226 66 1 0.078643 67 1 0.889073 68 1 0.351098 69 1 0.328267 70 1 0.759106 71 1 0.156323 72 1 0.414142 73 1 0.118251 74 1 0.118099 75 1 0.117493 76 1 0.209327 77 1 0.858425 78 1 0.949969 79 1 0.168094 80 1 0.808695 81 1 0.833516 82 1 0.067667 83 1 0.939638 84 1 0.145841 85 1 0.476388 86 1 0.494633 87 1 0.159633 88 1 0.257424 89 1 0.478098 90 1 0.302783 91 1 0.704826 92 1 0.144049 93 1 0.344808 94 1 0.988415 95 1 0.018966 96 1 0.077696 97 1 0.280182 98 1 0.432925 99 1 0.537303 100 1 0.595019 101 1 0.881288 102 1 0.133794 103 1 0.133764 104 1 0.251860 105 1 0.440004 106 1 0.985975 107 1 0.749546 108 1 0.196153 109 1 0.138796 110 1 0.157607 111 1 0.534680 112 1 0.700919 113 1 0.818402 114 1 0.302163 115 1 0.433856 116 1 0.912158 117 1 0.074685 118 1 0.710369 119 1 0.483946 120 1 0.528129 121 1 0.224100 122 1 0.730563 124 1 0.882429 125 1 0.190029 126 1 0.365252 127 1 0.770285 128 1 0.271835 129 1 0.063446 130 1 0.546720 131 1 0.509800 132 1 0.562532 133 1 0.446485 134 1 0.978010 135 1 0.419122 136 1 0.832684 137 1 0.785625 138 1 0.680821 139 1 0.608274 140 1 0.126721 141 1 0.877350 142 1 0.740761 143 1 0.913195 144 1 0.678512 145 1 0.641698 146 1 0.951671 147 1 0.129467 148 1 0.260367 150 1 0.589255 151 1 0.331523 152 1 0.772085 153 1 0.762561 154 1 0.636919 155 1 0.554804 156 1 0.082118 157 1 0.033488 158 1 0.530975 159 1 0.584026 160 1 0.485237 161 1 0.508792 162 1 0.123886 163 1 0.968059 164 1 0.533400 165 1 0.073472 166 1 0.234079 167 1 0.046997 168 1 0.182211 169 1 0.724424 170 1 0.329196 171 1 0.383531 172 1 0.978165 173 1 0.244226 174 1 0.569284 175 1 0.973722 176 1 0.648407 177 1 0.983781 178 1 0.301623 179 1 0.904537 180 1 0.115469 181 1 0.830301 182 1 0.390813 183 1 0.339552 184 1 0.179828 185 1 0.808198 186 1 0.757782 187 1 0.342466 188 1 0.481169 189 1 0.190773 190 1 0.600414 191 1 0.477035 192 1 0.959626 193 1 0.364312 194 1 0.775032 195 1 0.646124 196 1 0.460190 197 1 0.505935 198 1 0.035928 199 1 0.364964 200 1 0.339323 201 1 0.861936 202 1 0.985659 203 1 0.583982 204 1 0.126456 205 1 0.682377 206 1 0.821688 207 1 0.311505 208 1 0.716586 209 1 0.831992 210 1 0.402344 211 1 0.467198 212 1 0.462746 213 1 0.689989 214 1 0.783802 215 1 0.415934 216 1 0.460144 217 1 0.310695 218 1 0.988287 219 1 0.114008 220 1 0.375381 221 1 0.082644 222 1 0.926994 223 1 0.987915 224 1 0.475016 225 1 0.254930 226 1 0.638073 227 1 0.278670 228 1 0.296888 229 1 0.831456 230 1 0.467901 231 1 0.445991 232 1 0.699244 233 1 0.403474 234 1 0.366010 235 1 0.640661 236 1 0.207024 237 1 0.759484 238 1 0.338935 239 1 0.010702 240 1 0.978247 241 1 0.892870 242 1 0.583186 243 1 0.066398 244 1 0.127390 245 1 0.781724 246 1 0.354820 247 1 0.144813 248 1 0.822471 249 1 0.372279 250 1 0.724628 251 1 0.065970 252 1 0.204701 253 1 0.868447 254 1 0.813058 255 1 0.411565 256 1 0.967477 257 1 0.900235 258 1 0.614429 259 1 0.777856 260 1 0.927872 261 1 0.482007 262 1 0.491719 263 1 0.244483 264 1 0.784610 265 1 0.657688 266 1 0.371390 267 1 0.124354 268 1 0.995900 269 1 0.640384 270 1 0.522826 271 1 0.731829 272 1 0.869281 273 1 0.718976 274 1 0.630119 275 1 0.252741 276 1 0.827597 277 1 0.890787 278 1 0.965543 279 1 0.826873 280 1 0.215906 281 1 0.926515 282 1 0.090578 283 1 0.190945 284 1 0.760310 285 1 0.840379 286 1 0.377423 287 1 0.410489 288 1 0.830785 289 1 0.812386 290 1 0.613837 291 1 0.489654 292 1 0.917061 293 1 0.582495 294 1 0.189038 295 1 0.149159 296 1 0.964458 297 1 0.820210 298 1 0.314763 299 1 0.068197 300 1 0.155799 301 1 0.731995 302 1 0.595151 303 1 0.468341 304 1 0.444612 305 1 0.076187 306 1 0.580288 307 1 0.032957 308 1 0.293666 309 1 0.011840 310 1 0.796230 311 1 0.807689 312 1 0.625780 313 1 0.354249 314 1 0.315840 315 1 0.862566 316 1 0.000776 317 1 0.150517 318 1 0.382282 319 1 0.657893 320 1 0.943171 321 1 0.286720 322 1 0.914802 323 1 0.320313 324 1 0.611044 325 1 0.723512 326 1 0.729437 327 1 0.926635 328 1 0.899928 329 1 0.706051 330 1 0.444825 331 1 0.476005 332 1 0.613797 333 1 0.851016 334 1 0.714213 335 1 0.477473 336 1 0.973214 337 1 0.484440 338 1 0.375461 339 1 0.601664 340 1 0.869513 341 1 0.575899 342 1 0.988708 343 1 0.509611 344 1 0.017168 345 1 0.240062 346 1 0.738800 347 1 0.359723 348 1 0.224434 349 1 0.262102 350 1 0.116843 351 1 0.605199 352 1 0.453626 353 1 0.457706 354 1 0.268972 355 1 0.904528 356 1 0.949882 357 1 0.593489 358 1 0.889692 359 1 0.614279 360 1 0.493802 361 1 0.307386 362 1 0.792197 363 1 0.210543 364 1 0.669896 365 1 0.874532 366 1 0.944096 367 1 0.951303 368 1 0.351247 369 1 0.901272 370 1 0.991360 371 1 0.646262 372 1 0.532401 373 1 0.290469 374 1 0.080120 375 1 0.172572 376 1 0.600374 377 1 0.723804 378 1 0.046465 379 1 0.307511 380 1 0.266372 381 1 0.559014 382 1 0.452467 383 1 0.423567 384 1 0.706930 385 1 0.126288 386 1 0.821974 387 1 0.270361 388 1 0.798259 389 1 0.154040 390 1 0.744447 391 1 0.166869 392 1 0.745237 393 1 0.028706 394 1 0.363011 395 1 0.492495 396 1 0.439392 397 1 0.403798 398 1 0.155173 399 1 0.723530 400 1 0.116613 401 1 0.791703 402 1 0.770013 403 1 0.799398 404 1 0.978719 405 1 0.039994 406 1 0.256493 407 1 0.461311 408 1 0.317152 409 1 0.924247 410 1 0.623232 411 1 0.206347 412 1 0.161850 413 1 0.133371 414 1 0.098796 415 1 0.832414 416 1 0.094430 417 1 0.287562 418 1 0.930148 420 1 0.613555 421 1 0.097085 422 1 0.307064 423 1 0.360426 424 1 0.715716 425 1 0.932679 426 1 0.092263 427 1 0.847665 428 1 0.333443 429 1 0.837219 430 1 0.431406 431 1 0.164414 432 1 0.659087 433 1 0.492503 434 1 0.634678 435 1 0.774708 436 1 0.985843 437 1 0.355547 438 1 0.569664 439 1 0.084408 440 1 0.134724 441 1 0.591549 442 1 0.264778 443 1 0.473511 444 1 0.879035 445 1 0.156674 446 1 0.869592 448 1 0.956486 449 1 0.168984 450 1 0.695622 451 1 0.852626 452 1 0.454652 453 1 0.490311 454 1 0.338858 455 1 0.316370 456 1 0.668242 457 1 0.488146 458 1 0.242436 459 1 0.583036 460 1 0.584592 461 1 0.831348 462 1 0.768249 463 1 0.668801 464 1 0.775500 465 1 0.691239 466 1 0.787747 467 1 0.814334 468 1 0.477829 469 1 0.601560 470 1 0.111318 471 1 0.210603 472 1 0.114786 473 1 0.145364 474 1 0.309932 475 1 0.150242 476 1 0.526682 477 1 0.117898 478 1 0.477293 479 1 0.308383 480 1 0.305229 481 1 0.299796 482 1 0.654534 483 1 0.381161 484 1 0.743715 485 1 0.681525 486 1 0.269261 487 1 0.401919 488 1 0.502691 489 1 0.896042 490 1 0.088270 491 1 0.637176 492 1 0.989100 493 1 0.806019 494 1 0.404886 495 1 0.316001 496 1 0.830363 498 1 0.748240 499 1 0.394132 500 1 0.766076 501 1 0.468031 502 1 0.154777 503 1 0.450960 504 1 0.024199 505 1 0.460395 506 1 0.074202 507 1 0.201928 508 1 0.655623 509 1 0.968400 510 1 0.829033 511 1 0.309102 512 1 0.070159 513 1 0.102033 514 1 0.346477 515 1 0.174394 516 1 0.732569 517 1 0.703135 518 1 0.790022 519 1 0.052965 520 1 0.458107 521 1 0.375600 522 1 0.610442 523 1 0.337329 524 1 0.908249 525 1 0.428240 526 1 0.767715 527 1 0.788669 528 1 0.770080 529 1 0.225449 530 1 0.377990 531 1 0.570550 532 1 0.203922 534 1 0.221211 535 1 0.789052 536 1 0.364642 537 1 0.055347 538 1 0.591027 539 1 0.945155 540 1 0.181600 541 1 0.691206 542 1 0.199470 543 1 0.643420 544 1 0.235716 545 1 0.340709 546 1 0.321768 547 1 0.823128 548 1 0.114114 549 1 0.806348 550 1 0.247969 551 1 0.764900 552 1 0.787747 553 1 0.606907 554 1 0.100894 555 1 0.623281 556 1 0.113506 557 1 0.775033 558 1 0.477426 559 1 0.424984 560 1 0.692487 561 1 0.647003 562 1 0.260272 563 1 0.341551 564 1 0.725320 565 1 0.395084 566 1 0.106000 567 1 0.534372 568 1 0.189384 569 1 0.421322 570 1 0.345478 571 1 0.712631 572 1 0.707320 573 1 0.672625 574 1 0.905740 575 1 0.394525 576 1 0.294139 577 1 0.376805 578 1 0.337250 579 1 0.270667 580 1 0.130359 581 1 0.546300 582 1 0.240732 583 1 0.210665 584 1 0.886821 585 1 0.420496 586 1 0.749927 587 1 0.632694 588 1 0.664542 589 1 0.632402 590 1 0.395854 591 1 0.239091 592 1 0.878594 593 1 0.699502 594 1 0.249897 595 1 0.361802 596 1 0.629315 597 1 0.218261 598 1 0.633057 599 1 0.787363 600 1 0.486360 601 1 0.182613 602 1 0.445271 603 1 0.168267 604 1 0.653369 605 1 0.398460 606 1 0.043310 607 1 0.659404 608 1 0.038300 609 1 0.346407 610 1 0.364331 611 1 0.860384 612 1 0.331747 613 1 0.520879 614 1 0.606332 615 1 0.895246 616 1 0.988981 617 1 0.508805 618 1 0.170984 619 1 0.867004 620 1 0.726888 621 1 0.360095 622 1 0.438691 623 1 0.973388 624 1 0.581359 625 1 0.455177 626 1 0.001630 627 1 0.797304 628 1 0.175289 629 1 0.836843 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1284 1 0.026943 1285 1 0.385911 1286 1 0.730467 1287 1 0.127338 1288 1 0.884167 1289 1 0.498256 1290 1 0.986774 1291 1 0.817057 1292 1 0.220623 1293 1 0.532961 1294 1 0.739878 1295 1 0.751159 1296 1 0.137825 1297 1 0.506187 1298 1 0.332086 1299 1 0.111875 1300 1 0.407093 1301 1 0.330921 1302 1 0.322284 1303 1 0.795765 1304 1 0.762068 1305 1 0.833399 1306 1 0.339681 1307 1 0.355664 1308 1 0.368283 1309 1 0.914136 1310 1 0.738111 1311 1 0.303225 1312 1 0.122754 1313 1 0.500535 1314 1 0.872826 1315 1 0.587144 1316 1 0.230900 1317 1 0.445768 1318 1 0.946639 1319 1 0.040310 1320 1 0.849141 1321 1 0.434614 1322 1 0.407976 1323 1 0.995306 1324 1 0.700984 1325 1 0.306757 1326 1 0.625869 1327 1 0.599400 1328 1 0.498713 1329 1 0.210748 1330 1 0.595758 1331 1 0.293020 1332 1 0.153539 1333 1 0.109461 1334 1 0.737596 1335 1 0.881946 1336 1 0.206524 1337 1 0.079016 1338 1 0.603401 1339 1 0.482093 1340 1 0.882998 1341 1 0.300900 1342 1 0.578831 1343 1 0.220979 1344 1 0.125826 1345 1 0.014818 1346 1 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1409 1 0.261741 1410 1 0.092273 1411 1 0.171608 1412 1 0.690615 1413 1 0.555287 1414 1 0.385399 1415 1 0.812942 1416 1 0.742913 1417 1 0.939125 1418 1 0.708804 1419 1 0.562233 1420 1 0.171985 1421 1 0.984131 1422 1 0.607010 1423 1 0.444297 1424 1 0.151221 1425 1 0.423487 1426 1 0.606379 1427 1 0.631305 1428 1 0.120983 1429 1 0.054847 1430 1 0.325000 1431 1 0.744398 1432 1 0.719263 1433 1 0.738688 1434 1 0.968810 1435 1 0.933350 1436 1 0.705963 1437 1 0.191769 1438 1 0.289458 1439 1 0.900601 1440 1 0.015150 1441 1 0.701705 1442 1 0.043988 1443 1 0.186408 1444 1 0.479164 1445 1 0.179717 1446 1 0.345946 1447 1 0.134091 1448 1 0.889926 1450 1 0.463500 1451 1 0.784654 1452 1 0.162540 1453 1 0.247296 1454 1 0.229296 1455 1 0.245514 1456 1 0.671250 1457 1 0.154092 1458 1 0.642261 1459 1 0.899543 1460 1 0.730044 1461 1 0.291264 1462 1 0.419342 1463 1 0.283556 1464 1 0.546623 1465 1 0.240689 1466 1 0.391986 1467 1 0.876796 1468 1 0.563164 1469 1 0.587189 1470 1 0.976345 1471 1 0.759629 1472 1 0.523714 1473 1 0.265373 1475 1 0.373336 1476 1 0.722335 1477 1 0.640445 1478 1 0.061314 1479 1 0.174723 1480 1 0.163340 1481 1 0.158002 1482 1 0.780086 1483 1 0.462311 1484 1 0.150422 1485 1 0.975447 1486 1 0.807359 1487 1 0.141333 1488 1 0.895440 1489 1 0.559424 1490 1 0.115955 1491 1 0.930465 1492 1 0.589973 1493 1 0.135168 1494 1 0.678312 1495 1 0.115044 1496 1 0.067782 1497 1 0.325579 1498 1 0.091045 1499 1 0.002380 1500 1 0.342001 attr(,"assign") [1] 0 1 > mmoTestTobit2Ml <- model.matrix( testTobit2Ml, part = "outcome" ) > print( mmoTestTobit2Ml ) (Intercept) xo 1 NA NA 2 NA NA 3 1 0.07401 4 1 0.95723 5 1 0.46530 6 1 0.00326 7 1 0.39035 8 1 0.76660 9 1 0.41193 10 NA NA 11 1 0.41993 12 NA NA 13 1 0.35496 14 NA NA 15 1 0.60308 16 1 0.63133 17 1 0.96581 18 1 0.68247 19 1 0.39235 21 NA NA 22 NA NA 23 1 0.80146 24 1 0.79846 25 1 0.52520 26 NA NA 27 1 0.39076 28 1 0.00369 29 1 0.79226 30 1 0.47795 31 NA NA 32 1 0.07027 33 NA NA 35 NA NA 36 NA NA 37 1 0.24720 38 1 0.23602 39 1 0.13112 40 1 0.43280 41 1 0.48884 42 1 0.02863 43 1 0.92006 44 1 0.60407 45 1 0.03711 46 NA NA 47 NA NA 48 1 0.25850 49 1 0.07775 50 NA NA 51 1 0.93719 52 NA NA 53 NA NA 54 1 0.58138 55 NA NA 56 1 0.39105 57 1 0.37097 58 NA NA 59 NA NA 60 NA NA 61 1 0.43088 62 1 0.68957 63 NA NA 64 1 0.89454 65 1 0.77017 66 NA NA 67 1 0.56610 68 1 0.19778 69 1 0.92153 70 1 0.03814 71 NA NA 72 1 0.46946 73 1 0.28704 74 1 0.26507 75 1 0.88072 76 NA NA 77 NA NA 78 1 0.07181 79 NA NA 80 1 0.02621 81 1 0.53150 82 NA NA 83 1 0.08862 84 NA NA 85 1 0.91862 86 1 0.30633 87 1 0.42223 88 NA NA 89 NA NA 90 NA NA 91 1 0.22254 92 1 0.34665 93 1 0.56140 94 NA NA 95 1 0.93871 96 1 0.85942 97 NA NA 98 NA NA 99 1 0.65602 100 1 0.58620 101 1 0.14746 102 1 0.98237 103 NA NA 104 NA NA 105 NA NA 106 1 0.93957 107 NA NA 108 1 0.56855 109 NA NA 110 NA NA 111 1 0.45983 112 1 0.68807 113 NA NA 114 1 0.76034 115 NA NA 116 1 0.46940 117 NA NA 118 1 0.14666 119 1 0.85866 120 1 0.92618 121 NA NA 122 NA NA 124 1 0.70409 125 1 0.47507 126 1 0.00133 127 NA NA 128 1 0.75385 129 1 0.63508 130 1 0.77852 131 1 0.51234 132 1 0.33300 133 1 0.76508 134 1 0.73063 135 1 0.71727 136 1 0.32557 137 NA NA 138 1 0.94069 139 1 0.28650 140 1 0.29498 141 1 0.66123 142 1 0.82010 143 NA NA 144 NA NA 145 1 0.07566 146 1 0.93410 147 1 0.07907 148 1 0.73354 150 1 0.46476 151 1 0.04198 152 1 0.00503 153 1 0.48446 154 1 0.53207 155 1 0.70536 156 1 0.65173 157 1 0.73292 158 NA NA 159 1 0.64246 160 NA NA 161 1 0.27743 162 NA NA 163 1 0.44121 164 1 0.67567 165 NA NA 166 NA NA 167 1 0.62760 168 NA NA 169 NA NA 170 1 0.47048 171 1 0.81022 172 NA NA 173 1 0.10410 174 1 0.18915 175 1 0.39715 176 1 0.88646 177 NA NA 178 NA NA 179 1 0.28308 180 NA NA 181 1 0.50668 182 1 0.13893 183 NA NA 184 NA NA 185 1 0.51377 186 1 0.99613 187 1 0.71812 188 1 0.92548 189 NA NA 190 1 0.28705 191 1 0.22375 192 1 0.23935 193 1 0.65626 194 1 0.38243 195 1 0.66551 196 1 0.63658 197 NA NA 198 1 0.61728 199 1 0.47772 200 1 0.64120 201 1 0.15813 202 NA NA 203 NA NA 204 1 0.83864 205 NA NA 206 1 0.93723 207 NA NA 208 1 0.84607 209 1 0.39432 210 1 0.16526 211 NA NA 212 1 0.07684 213 1 0.02954 214 1 0.13306 215 1 0.13699 216 1 0.83654 217 1 0.99063 218 1 0.70536 219 1 0.55301 220 1 0.43084 221 1 0.55112 222 1 0.18690 223 1 0.87005 224 1 0.00131 225 NA NA 226 NA NA 227 NA NA 228 1 0.77138 229 1 0.79492 230 1 0.75741 231 1 0.78652 232 1 0.63968 233 1 0.70265 234 1 0.39974 235 1 0.47418 236 NA NA 237 NA NA 238 1 0.46756 239 1 0.64618 240 1 0.02816 241 1 0.35463 242 1 0.48552 243 1 0.79299 244 NA NA 245 1 0.64053 246 1 0.50983 247 NA NA 248 1 0.80548 249 1 0.95447 250 NA NA 251 1 0.26666 252 NA NA 253 1 0.48580 254 1 0.85697 255 NA NA 256 NA NA 257 1 0.71002 258 1 0.43936 259 1 0.87887 260 1 0.14138 261 1 0.21291 262 NA NA 263 1 0.69994 264 1 0.47685 265 1 0.43980 266 1 0.18641 267 NA NA 268 1 0.09791 269 1 0.80739 270 1 0.05914 271 1 0.34413 272 1 0.88456 273 1 0.96110 274 1 0.33134 275 1 0.64086 276 NA NA 277 NA NA 278 1 0.47885 279 1 0.53106 280 1 0.69494 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0.22346 752 1 0.34341 753 1 0.49564 754 1 0.18687 755 1 0.43851 756 1 0.03922 757 NA NA 758 NA NA 759 NA NA 760 1 0.19864 761 1 0.88727 762 1 0.58150 763 1 0.11028 764 1 0.71845 765 1 0.72304 766 1 0.80507 767 NA NA 768 1 0.80234 769 NA NA 770 NA NA 771 NA NA 772 NA NA 773 1 0.19882 774 1 0.85106 775 NA NA 776 NA NA 777 1 0.89698 778 NA NA 779 1 0.69165 780 NA NA 781 1 0.36946 783 NA NA 784 NA NA 785 NA NA 786 1 0.75908 787 NA NA 788 1 0.99545 789 1 0.73095 790 NA NA 791 NA NA 792 1 0.43076 793 NA NA 794 NA NA 795 NA NA 796 1 0.03794 797 1 0.86419 798 1 0.70352 799 1 0.55623 800 1 0.13072 801 1 0.88613 802 NA NA 803 1 0.92862 804 1 0.00803 805 1 0.44306 806 NA NA 807 NA NA 808 NA NA 809 NA NA 810 NA NA 811 1 0.22229 812 1 0.94485 813 1 0.57144 814 NA NA 815 1 0.49598 816 1 0.85229 817 NA NA 818 NA NA 819 1 0.87024 820 1 0.47255 821 NA NA 822 1 0.10348 823 1 0.11144 824 1 0.07889 825 1 0.86679 826 NA NA 827 NA NA 828 1 0.43455 829 1 0.78013 830 1 0.34147 831 1 0.21272 832 1 0.25674 833 1 0.63459 834 NA NA 835 NA NA 836 1 0.07211 837 1 0.71114 838 1 0.41019 839 1 0.20511 840 1 0.83354 841 1 0.49776 842 1 0.61975 843 1 0.27422 844 NA NA 845 1 0.52746 846 1 0.29438 847 NA NA 848 1 0.74076 849 1 0.29469 850 NA NA 851 1 0.66281 852 NA NA 853 NA NA 854 1 0.35695 855 1 0.52217 856 NA NA 857 1 0.54783 858 1 0.25023 859 1 0.06025 860 1 0.32008 861 1 0.26038 862 NA NA 863 1 0.21902 864 1 0.46057 865 1 0.33524 866 1 0.84841 867 NA NA 868 NA NA 869 1 0.66950 870 1 0.82143 871 1 0.62369 872 NA NA 873 NA NA 874 NA NA 875 NA NA 876 1 0.82016 877 NA NA 878 1 0.99505 879 NA NA 880 1 0.18287 881 1 0.35549 882 1 0.49350 883 NA NA 884 1 0.66605 885 1 0.04520 886 1 0.51405 887 NA NA 888 1 0.74416 889 1 0.20924 890 1 0.44950 891 1 0.59784 892 1 0.68419 893 NA NA 894 1 0.76571 895 1 0.60205 896 1 0.38982 897 1 0.96133 898 NA NA 899 1 0.09832 900 1 0.93834 901 1 0.76993 902 NA NA 903 1 0.50570 904 1 0.77727 905 1 0.43503 906 NA NA 907 1 0.99444 908 1 0.39745 909 NA NA 910 1 0.70042 911 1 0.52851 912 1 0.35443 913 1 0.71186 914 NA NA 915 NA NA 916 1 0.42355 917 1 0.67336 918 1 0.38208 919 1 0.75523 920 1 0.80925 921 NA NA 922 NA NA 923 1 0.92018 924 NA NA 925 NA NA 926 1 0.34425 927 1 0.53067 928 1 0.04928 929 1 0.22450 930 NA NA 931 NA NA 932 1 0.89904 933 1 0.09670 934 NA NA 935 1 0.20057 936 1 0.71229 937 NA NA 938 1 0.92425 939 NA NA 940 1 0.60052 941 1 0.82799 942 1 0.21857 943 NA NA 944 1 0.17884 945 NA NA 946 NA NA 947 1 0.01011 948 1 0.11869 949 NA NA 950 1 0.03373 951 1 0.95214 952 1 0.42093 953 NA NA 954 1 0.00312 956 1 0.02422 957 1 0.96006 958 NA NA 959 1 0.24084 960 NA NA 961 1 0.48159 962 NA NA 963 1 0.55993 964 1 0.08368 965 1 0.30572 966 1 0.13132 967 1 0.04212 968 1 0.75106 969 1 0.34626 970 NA NA 971 1 0.07905 972 1 0.17865 973 1 0.86079 974 1 0.93952 975 NA NA 976 1 0.01718 977 1 0.61591 978 NA NA 979 NA NA 980 1 0.73700 981 NA NA 982 1 0.56826 983 1 0.10238 984 1 0.03664 985 NA NA 986 1 0.01660 987 1 0.63373 988 NA NA 989 1 0.65322 990 1 0.76267 991 NA NA 992 1 0.08505 993 NA NA 994 1 0.82549 995 1 0.87586 996 1 0.18428 997 1 0.19593 998 1 0.20377 999 1 0.71602 1000 NA NA 1001 NA NA 1002 1 0.32470 1003 NA NA 1004 NA NA 1005 1 0.21843 1006 1 0.08275 1007 NA NA 1008 1 0.20823 1009 1 0.81348 1010 NA NA 1011 NA NA 1012 1 0.61862 1013 NA NA 1014 1 0.09448 1015 1 0.64418 1016 1 0.27172 1017 1 0.34603 1018 1 0.38511 1019 NA NA 1020 1 0.74156 1021 NA NA 1022 1 0.79446 1023 NA NA 1024 1 0.21577 1025 1 0.00543 1026 1 0.56252 1027 1 0.37690 1028 1 0.49614 1029 1 0.17559 1030 1 0.98289 1031 NA NA 1032 1 0.30498 1033 1 0.56009 1034 1 0.95745 1035 1 0.09960 1037 1 0.30525 1038 NA NA 1039 1 0.00969 1040 NA NA 1041 NA NA 1042 NA NA 1043 1 0.02190 1045 1 0.52114 1046 NA NA 1047 NA NA 1048 NA NA 1049 1 0.17865 1050 1 0.17353 1051 1 0.71520 1052 NA NA 1053 NA NA 1054 1 0.87113 1055 1 0.52276 1056 1 0.09620 1057 1 0.93523 1058 NA NA 1059 1 0.63449 1060 NA NA 1061 1 0.84000 1062 1 0.95239 1063 1 0.33097 1064 1 0.53493 1065 1 0.31255 1066 1 0.79471 1067 1 0.76342 1068 NA NA 1069 1 0.94593 1070 1 0.69516 1071 NA NA 1072 NA NA 1073 1 0.41071 1074 1 0.83650 1075 1 0.64330 1076 1 0.91481 1077 1 0.84394 1078 1 0.01209 1079 1 0.83917 1080 NA NA 1081 1 0.27878 1082 1 0.77218 1083 1 0.76297 1084 1 0.77684 1085 1 0.22470 1086 1 0.26153 1087 NA NA 1088 1 0.52743 1089 1 0.02216 1090 NA NA 1091 1 0.39144 1092 1 0.78508 1093 NA NA 1094 NA NA 1095 NA NA 1096 1 0.08828 1097 1 0.70132 1098 1 0.99053 1099 1 0.22367 1100 NA NA 1101 1 0.10652 1102 1 0.15845 1103 1 0.97660 1104 1 0.87730 1105 1 0.63019 1106 1 0.07498 1107 1 0.59074 1108 1 0.66347 1109 1 0.63540 1110 1 0.02020 1112 1 0.19951 1113 1 0.94321 1114 1 0.58753 1115 1 0.29430 1116 NA NA 1117 1 0.71199 1118 1 0.90970 1119 NA NA 1120 1 0.87078 1121 1 0.78222 1122 1 0.32511 1123 1 0.23450 1124 1 0.71743 1125 NA NA 1126 1 0.54453 1127 1 0.80379 1128 NA NA 1129 1 0.74181 1130 1 0.89049 1131 1 0.23876 1132 1 0.02126 1133 1 0.56094 1134 1 0.34479 1135 1 0.07701 1136 1 0.12345 1137 1 0.93449 1138 NA NA 1139 1 0.94437 1140 1 0.00900 1141 1 0.61381 1142 1 0.19193 1143 1 0.95576 1144 NA NA 1145 1 0.90162 1146 NA NA 1147 1 0.80187 1148 NA NA 1149 1 0.63699 1150 NA NA 1151 1 0.49807 1152 1 0.75166 1153 1 0.47611 1154 NA NA 1155 NA NA 1156 1 0.08310 1157 1 0.89764 1158 NA NA 1159 NA NA 1161 1 0.13417 1162 1 0.52508 1163 1 0.11475 1164 NA NA 1165 1 0.67191 1166 1 0.37623 1167 1 0.31529 1168 NA NA 1169 1 0.62113 1170 1 0.62784 1171 1 0.24755 1172 1 0.47051 1173 1 0.14155 1174 1 0.77333 1175 1 0.40088 1176 NA NA 1177 1 0.49490 1178 1 0.79200 1179 1 0.99235 1180 NA NA 1181 1 0.08026 1182 1 0.02946 1183 1 0.47701 1184 1 0.93854 1185 1 0.44511 1186 NA NA 1187 1 0.00359 1188 1 0.63539 1189 1 0.27894 1190 NA NA 1191 NA NA 1192 NA NA 1193 1 0.67557 1194 1 0.30815 1195 1 0.02345 1196 NA NA 1197 1 0.08148 1198 NA NA 1199 1 0.38905 1200 1 0.78208 1201 1 0.06695 1202 1 0.30144 1203 1 0.97056 1204 NA NA 1205 NA NA 1206 NA NA 1207 1 0.85847 1208 1 0.54498 1209 1 0.31312 1210 1 0.97235 1211 1 0.70572 1212 1 0.33023 1213 1 0.85617 1214 1 0.08089 1215 1 0.06082 1216 1 0.01564 1217 1 0.39514 1218 NA NA 1219 NA NA 1220 1 0.01067 1221 NA NA 1222 1 0.59134 1223 NA NA 1224 1 0.53017 1225 1 0.26703 1226 1 0.81298 1227 1 0.92553 1228 1 0.30662 1229 1 0.76311 1230 1 0.37226 1231 NA NA 1232 1 0.07043 1233 1 0.02976 1234 NA NA 1235 1 0.69685 1236 1 0.48643 1237 NA NA 1238 NA NA 1239 NA NA 1240 1 0.04227 1241 1 0.25633 1242 1 0.00261 1243 1 0.81858 1244 NA NA 1246 1 0.70533 1247 1 0.38828 1248 NA NA 1249 1 0.13269 1250 NA NA 1251 NA NA 1252 1 0.31774 1253 1 0.56183 1254 1 0.93943 1255 1 0.88152 1256 1 0.36058 1257 1 0.33185 1258 1 0.30425 1259 NA NA 1260 1 0.78081 1261 NA NA 1262 1 0.88335 1263 NA NA 1264 NA NA 1265 NA NA 1266 1 0.78950 1267 1 0.97133 1268 1 0.27270 1269 1 0.74608 1270 NA NA 1271 1 0.61794 1272 1 0.08828 1273 1 0.51862 1274 1 0.89022 1275 1 0.84541 1276 1 0.38376 1277 1 0.72098 1278 1 0.55380 1279 1 0.85611 1280 1 0.81978 1281 1 0.18540 1282 NA NA 1283 1 0.67412 1284 NA NA 1285 NA NA 1286 1 0.24799 1287 1 0.97695 1288 1 0.66650 1289 1 0.14505 1290 1 0.93931 1291 1 0.76669 1292 1 0.26790 1293 1 0.01770 1294 1 0.08415 1295 1 0.63767 1296 1 0.43647 1297 1 0.25938 1298 NA NA 1299 1 0.11809 1300 1 0.85202 1301 NA NA 1302 NA NA 1303 NA NA 1304 NA NA 1305 1 0.27332 1306 NA NA 1307 NA NA 1308 NA NA 1309 1 0.62809 1310 NA NA 1311 1 0.91010 1312 NA NA 1313 1 0.37226 1314 1 0.90495 1315 1 0.55736 1316 1 0.71754 1317 NA NA 1318 NA NA 1319 1 0.44674 1320 1 0.55316 1321 1 0.10229 1322 1 0.38085 1323 1 0.23578 1324 1 0.47695 1325 NA NA 1326 NA NA 1327 NA NA 1328 1 0.09904 1329 1 0.07749 1330 1 0.25803 1331 1 0.61971 1332 NA NA 1333 1 0.78102 1334 1 0.75186 1335 1 0.96694 1336 1 0.60525 1337 NA NA 1338 1 0.02777 1339 1 0.31304 1340 1 0.14506 1341 1 0.70307 1342 NA NA 1343 1 0.09371 1344 NA NA 1345 1 0.63385 1346 NA NA 1347 NA NA 1348 1 0.92545 1349 NA NA 1350 1 0.12528 1351 1 0.18571 1352 NA NA 1353 1 0.77971 1354 1 0.28958 1355 1 0.78217 1356 1 0.67369 1357 1 0.59279 1358 1 0.36159 1359 1 0.14579 1360 1 0.66942 1361 1 0.88313 1362 NA NA 1363 NA NA 1364 1 0.79500 1365 NA NA 1366 1 0.22383 1367 NA NA 1368 NA NA 1369 NA NA 1370 NA NA 1371 1 0.12001 1372 NA NA 1373 1 0.07886 1374 1 0.72665 1375 1 0.67423 1376 NA NA 1377 1 0.29969 1378 1 0.29910 1379 NA NA 1380 1 0.48512 1381 1 0.93055 1382 1 0.63674 1383 1 0.01638 1384 1 0.62453 1385 1 0.65456 1386 1 0.96098 1387 1 0.88624 1388 NA NA 1389 NA NA 1390 1 0.31314 1391 1 0.75882 1392 1 0.47761 1393 NA NA 1394 1 0.18472 1395 1 0.99014 1396 NA NA 1397 1 0.16765 1398 1 0.79054 1399 1 0.23033 1400 1 0.09980 1401 1 0.79518 1402 NA NA 1403 1 0.10257 1404 1 0.57377 1405 1 0.79671 1406 NA NA 1407 NA NA 1408 NA NA 1409 1 0.98149 1410 1 0.99071 1411 NA NA 1412 NA NA 1413 NA NA 1414 1 0.49435 1415 1 0.79074 1416 1 0.50951 1417 1 0.80797 1418 1 0.49041 1419 1 0.09314 1420 1 0.39274 1421 1 0.68000 1422 1 0.67291 1423 1 0.21486 1424 1 0.90742 1425 NA NA 1426 1 0.16729 1427 NA NA 1428 NA NA 1429 NA NA 1430 1 0.59344 1431 NA NA 1432 1 0.84392 1433 1 0.97925 1434 1 0.11459 1435 1 0.44312 1436 NA NA 1437 NA NA 1438 NA NA 1439 1 0.06220 1440 NA NA 1441 1 0.60193 1442 NA NA 1443 1 0.24339 1444 1 0.32011 1445 NA NA 1446 1 0.57467 1447 NA NA 1448 1 0.96744 1450 1 0.08347 1451 1 0.06496 1452 NA NA 1453 1 0.96026 1454 1 0.41979 1455 1 0.55325 1456 1 0.29433 1457 1 0.50115 1458 1 0.98027 1459 1 0.92176 1460 1 0.13849 1461 1 0.76166 1462 1 0.27554 1463 1 0.87378 1464 1 0.59703 1465 NA NA 1466 1 0.02864 1467 1 0.08792 1468 NA NA 1469 NA NA 1470 1 0.15398 1471 1 0.64862 1472 1 0.34688 1473 1 0.72849 1475 1 0.12416 1476 NA NA 1477 NA NA 1478 1 0.62853 1479 1 0.68139 1480 1 0.93122 1481 NA NA 1482 1 0.29331 1483 1 0.35065 1484 1 0.94036 1485 1 0.27722 1486 1 0.35528 1487 1 0.69378 1488 1 0.00601 1489 1 0.21058 1490 1 0.25727 1491 1 0.95899 1492 NA NA 1493 1 0.15479 1494 NA NA 1495 1 0.34519 1496 1 0.34862 1497 1 0.01171 1498 NA NA 1499 NA NA 1500 NA NA attr(,"assign") [1] 0 1 > mfTestTobit2Ml <- model.frame( testTobit2Ml ) > print( mfTestTobit2Ml ) ys xs yo xo 1 FALSE 0.989783 0.000000 1.68e-01 2 FALSE 0.505087 0.000000 6.69e-01 3 TRUE 0.660520 1.073538 7.40e-02 4 TRUE 0.446553 0.277669 9.57e-01 5 TRUE 0.679088 0.514863 4.65e-01 6 TRUE 0.111979 -1.166862 3.26e-03 7 TRUE 0.886227 1.026520 3.90e-01 8 TRUE 0.977813 1.253367 7.67e-01 9 TRUE 0.832613 -0.811407 4.12e-01 10 FALSE 0.194162 0.000000 1.66e-02 11 TRUE 0.057271 -1.240127 4.20e-01 12 FALSE 0.066386 0.000000 2.35e-01 13 TRUE 0.901849 2.105005 3.55e-01 14 FALSE 0.573553 0.000000 5.59e-01 15 TRUE 0.778747 0.611808 6.03e-01 16 TRUE 0.448250 1.302476 6.31e-01 17 TRUE 0.211147 1.020542 9.66e-01 18 TRUE 0.467604 0.747480 6.82e-01 19 TRUE 0.884227 -0.693961 3.92e-01 21 FALSE 0.291558 0.000000 6.52e-01 22 FALSE 0.944124 0.000000 2.15e-01 23 TRUE 0.000718 0.303178 8.01e-01 24 TRUE 0.180530 -0.095986 7.98e-01 25 TRUE 0.844751 -1.014999 5.25e-01 26 FALSE 0.297492 0.000000 9.13e-01 27 TRUE 0.602188 -0.571884 3.91e-01 28 TRUE 0.128961 0.053349 3.69e-03 29 TRUE 0.669585 1.842216 7.92e-01 30 TRUE 0.022208 -0.472111 4.78e-01 31 FALSE 0.209919 0.000000 9.67e-01 32 TRUE 0.799710 -1.409985 7.03e-02 33 FALSE 0.104068 0.000000 8.01e-01 35 FALSE 0.576175 0.000000 3.65e-01 36 FALSE 0.112046 0.000000 7.64e-01 37 TRUE 0.919603 0.698178 2.47e-01 38 TRUE 0.046812 -2.246761 2.36e-01 39 TRUE 0.091645 -0.575155 1.31e-01 40 TRUE 0.757409 0.548202 4.33e-01 41 TRUE 0.521674 -0.118017 4.89e-01 42 TRUE 0.695780 -1.918590 2.86e-02 43 TRUE 0.027685 -1.146606 9.20e-01 44 TRUE 0.475480 -0.233626 6.04e-01 45 TRUE 0.279100 -1.972850 3.71e-02 46 FALSE 0.055972 0.000000 3.14e-01 47 FALSE 0.351218 0.000000 8.37e-01 48 TRUE 0.452381 0.583286 2.58e-01 49 TRUE 0.372675 0.382007 7.77e-02 50 FALSE 0.437870 0.000000 6.61e-01 51 TRUE 0.720631 1.658814 9.37e-01 52 FALSE 0.572837 0.000000 5.50e-01 53 FALSE 0.444619 0.000000 3.68e-01 54 TRUE 0.216880 -1.133941 5.81e-01 55 FALSE 0.450523 0.000000 6.69e-01 56 TRUE 0.084512 -0.828643 3.91e-01 57 TRUE 0.191213 0.496100 3.71e-01 58 FALSE 0.292087 0.000000 2.70e-01 59 FALSE 0.334195 0.000000 5.19e-02 60 FALSE 0.138324 0.000000 6.79e-01 61 TRUE 0.430113 -2.122178 4.31e-01 62 TRUE 0.692418 1.882748 6.90e-01 63 FALSE 0.059491 0.000000 8.57e-01 64 TRUE 0.294987 0.825812 8.95e-01 65 TRUE 0.059226 0.170902 7.70e-01 66 FALSE 0.078643 0.000000 3.77e-01 67 TRUE 0.889073 0.773961 5.66e-01 68 TRUE 0.351098 0.831766 1.98e-01 69 TRUE 0.328267 2.013020 9.22e-01 70 TRUE 0.759106 0.070229 3.81e-02 71 FALSE 0.156323 0.000000 9.87e-02 72 TRUE 0.414142 -0.110498 4.69e-01 73 TRUE 0.118251 -0.805179 2.87e-01 74 TRUE 0.118099 0.179616 2.65e-01 75 TRUE 0.117493 -1.731524 8.81e-01 76 FALSE 0.209327 0.000000 5.85e-01 77 FALSE 0.858425 0.000000 NA 78 TRUE 0.949969 0.165585 7.18e-02 79 FALSE 0.168094 0.000000 6.25e-01 80 TRUE 0.808695 -0.658308 2.62e-02 81 TRUE 0.833516 -2.070000 5.32e-01 82 FALSE 0.067667 0.000000 4.13e-01 83 TRUE 0.939638 0.161557 8.86e-02 84 FALSE 0.145841 0.000000 7.24e-01 85 TRUE 0.476388 0.939967 9.19e-01 86 TRUE 0.494633 -1.796502 3.06e-01 87 TRUE 0.159633 0.667165 4.22e-01 88 FALSE 0.257424 0.000000 1.48e-01 89 FALSE 0.478098 0.000000 4.23e-01 90 FALSE 0.302783 0.000000 7.75e-01 91 TRUE 0.704826 1.253253 2.23e-01 92 TRUE 0.144049 -0.668980 3.47e-01 93 TRUE 0.344808 -1.570087 5.61e-01 94 FALSE 0.988415 0.000000 3.90e-01 95 TRUE 0.018966 -0.568498 9.39e-01 96 TRUE 0.077696 0.847706 8.59e-01 97 FALSE 0.280182 0.000000 6.03e-01 98 FALSE 0.432925 0.000000 6.45e-02 99 TRUE 0.537303 0.844683 6.56e-01 100 TRUE 0.595019 -0.246999 5.86e-01 101 TRUE 0.881288 -0.520677 1.47e-01 102 TRUE 0.133794 0.796452 9.82e-01 103 FALSE 0.133764 0.000000 4.69e-01 104 FALSE 0.251860 0.000000 1.86e-01 105 FALSE 0.440004 0.000000 5.56e-01 106 TRUE 0.985975 0.348462 9.40e-01 107 FALSE 0.749546 0.000000 5.72e-01 108 TRUE 0.196153 -1.208048 5.69e-01 109 FALSE 0.138796 0.000000 6.35e-01 110 FALSE 0.157607 0.000000 7.04e-01 111 TRUE 0.534680 -1.508711 4.60e-01 112 TRUE 0.700919 0.538764 6.88e-01 113 FALSE 0.818402 0.000000 8.80e-01 114 TRUE 0.302163 1.214252 7.60e-01 115 FALSE 0.433856 0.000000 7.12e-01 116 TRUE 0.912158 1.055027 4.69e-01 117 FALSE 0.074685 0.000000 5.26e-01 118 TRUE 0.710369 -0.622943 1.47e-01 119 TRUE 0.483946 1.294936 8.59e-01 120 TRUE 0.528129 0.200578 9.26e-01 121 FALSE 0.224100 0.000000 1.57e-01 122 FALSE 0.730563 0.000000 5.06e-02 124 TRUE 0.882429 -0.279235 7.04e-01 125 TRUE 0.190029 -1.828675 4.75e-01 126 TRUE 0.365252 -0.144851 1.33e-03 127 FALSE 0.770285 0.000000 7.65e-01 128 TRUE 0.271835 0.680137 7.54e-01 129 TRUE 0.063446 -0.741714 6.35e-01 130 TRUE 0.546720 1.449979 7.79e-01 131 TRUE 0.509800 -2.149315 5.12e-01 132 TRUE 0.562532 -1.899830 3.33e-01 133 TRUE 0.446485 0.278697 7.65e-01 134 TRUE 0.978010 0.956067 7.31e-01 135 TRUE 0.419122 0.078106 7.17e-01 136 TRUE 0.832684 0.592797 3.26e-01 137 FALSE 0.785625 0.000000 8.78e-01 138 TRUE 0.680821 1.558766 9.41e-01 139 TRUE 0.608274 -0.525479 2.87e-01 140 TRUE 0.126721 -0.301127 2.95e-01 141 TRUE 0.877350 -0.673906 6.61e-01 142 TRUE 0.740761 0.327963 8.20e-01 143 FALSE 0.913195 0.000000 1.77e-01 144 FALSE 0.678512 0.000000 4.55e-01 145 TRUE 0.641698 -0.654277 7.57e-02 146 TRUE 0.951671 -0.323022 9.34e-01 147 TRUE 0.129467 1.288701 7.91e-02 148 TRUE 0.260367 -0.125941 7.34e-01 150 TRUE 0.589255 -0.379294 4.65e-01 151 TRUE 0.331523 -2.071740 4.20e-02 152 TRUE 0.772085 0.055642 5.03e-03 153 TRUE 0.762561 -1.708882 4.84e-01 154 TRUE 0.636919 0.906009 5.32e-01 155 TRUE 0.554804 0.241406 7.05e-01 156 TRUE 0.082118 1.280621 6.52e-01 157 TRUE 0.033488 0.596350 7.33e-01 158 FALSE 0.530975 0.000000 7.14e-01 159 TRUE 0.584026 -0.082741 6.42e-01 160 FALSE 0.485237 0.000000 5.97e-01 161 TRUE 0.508792 0.125630 2.77e-01 162 FALSE 0.123886 0.000000 3.64e-01 163 TRUE 0.968059 0.411857 4.41e-01 164 TRUE 0.533400 -0.658694 6.76e-01 165 FALSE 0.073472 0.000000 1.55e-01 166 FALSE 0.234079 0.000000 9.17e-01 167 TRUE 0.046997 1.174092 6.28e-01 168 FALSE 0.182211 0.000000 2.18e-01 169 FALSE 0.724424 0.000000 7.89e-01 170 TRUE 0.329196 0.736518 4.70e-01 171 TRUE 0.383531 -0.212302 8.10e-01 172 FALSE 0.978165 0.000000 9.31e-01 173 TRUE 0.244226 0.043658 1.04e-01 174 TRUE 0.569284 0.618430 1.89e-01 175 TRUE 0.973722 -0.228569 3.97e-01 176 TRUE 0.648407 1.190689 8.86e-01 177 FALSE 0.983781 0.000000 1.64e-01 178 FALSE 0.301623 0.000000 8.41e-01 179 TRUE 0.904537 -0.301775 2.83e-01 180 FALSE 0.115469 0.000000 3.40e-02 181 TRUE 0.830301 0.370190 5.07e-01 182 TRUE 0.390813 0.069834 1.39e-01 183 FALSE 0.339552 0.000000 7.06e-01 184 FALSE 0.179828 0.000000 3.00e-02 185 TRUE 0.808198 -0.441252 5.14e-01 186 TRUE 0.757782 0.240109 9.96e-01 187 TRUE 0.342466 0.268218 7.18e-01 188 TRUE 0.481169 0.782710 9.25e-01 189 FALSE 0.190773 0.000000 7.31e-01 190 TRUE 0.600414 -0.236870 2.87e-01 191 TRUE 0.477035 0.378101 2.24e-01 192 TRUE 0.959626 -0.506157 2.39e-01 193 TRUE 0.364312 0.350665 6.56e-01 194 TRUE 0.775032 0.054660 3.82e-01 195 TRUE 0.646124 0.670997 6.66e-01 196 TRUE 0.460190 0.498810 6.37e-01 197 FALSE 0.505935 0.000000 2.75e-02 198 TRUE 0.035928 -0.062879 6.17e-01 199 TRUE 0.364964 0.071353 4.78e-01 200 TRUE 0.339323 -0.377391 6.41e-01 201 TRUE 0.861936 -0.145893 1.58e-01 202 FALSE 0.985659 0.000000 8.94e-01 203 FALSE 0.583982 0.000000 8.69e-02 204 TRUE 0.126456 0.214792 8.39e-01 205 FALSE 0.682377 0.000000 8.58e-01 206 TRUE 0.821688 2.087742 9.37e-01 207 FALSE 0.311505 0.000000 4.29e-01 208 TRUE 0.716586 2.245020 8.46e-01 209 TRUE 0.831992 0.290861 3.94e-01 210 TRUE 0.402344 -1.397110 1.65e-01 211 FALSE 0.467198 0.000000 8.76e-01 212 TRUE 0.462746 0.324041 7.68e-02 213 TRUE 0.689989 0.040208 2.95e-02 214 TRUE 0.783802 1.878362 1.33e-01 215 TRUE 0.415934 0.144502 1.37e-01 216 TRUE 0.460144 1.751414 8.37e-01 217 TRUE 0.310695 0.343512 9.91e-01 218 TRUE 0.988287 0.347742 7.05e-01 219 TRUE 0.114008 0.234161 5.53e-01 220 TRUE 0.375381 0.087649 4.31e-01 221 TRUE 0.082644 0.261815 5.51e-01 222 TRUE 0.926994 -0.154058 1.87e-01 223 TRUE 0.987915 1.359101 8.70e-01 224 TRUE 0.475016 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2.67e-01 252 FALSE 0.204701 0.000000 9.05e-01 253 TRUE 0.868447 1.439987 4.86e-01 254 TRUE 0.813058 -0.891437 8.57e-01 255 FALSE 0.411565 0.000000 6.35e-01 256 FALSE 0.967477 0.000000 5.48e-01 257 TRUE 0.900235 1.453142 7.10e-01 258 TRUE 0.614429 -0.037852 4.39e-01 259 TRUE 0.777856 0.909576 8.79e-01 260 TRUE 0.927872 -1.051262 1.41e-01 261 TRUE 0.482007 -0.397924 2.13e-01 262 FALSE 0.491719 0.000000 6.49e-01 263 TRUE 0.244483 -0.622758 7.00e-01 264 TRUE 0.784610 -1.254193 4.77e-01 265 TRUE 0.657688 -1.012159 4.40e-01 266 TRUE 0.371390 -0.212062 1.86e-01 267 FALSE 0.124354 0.000000 6.25e-01 268 TRUE 0.995900 1.146175 9.79e-02 269 TRUE 0.640384 -0.250572 8.07e-01 270 TRUE 0.522826 0.533360 5.91e-02 271 TRUE 0.731829 -0.260255 3.44e-01 272 TRUE 0.869281 0.199302 8.85e-01 273 TRUE 0.718976 -1.398668 9.61e-01 274 TRUE 0.630119 0.269103 3.31e-01 275 TRUE 0.252741 1.692463 6.41e-01 276 FALSE 0.827597 0.000000 1.84e-02 277 FALSE 0.890787 0.000000 9.48e-01 278 TRUE 0.965543 0.997036 4.79e-01 279 TRUE 0.826873 1.264643 5.31e-01 280 TRUE 0.215906 -1.099359 6.95e-01 281 TRUE 0.926515 -1.346094 4.06e-01 282 TRUE 0.090578 -0.457487 3.50e-01 283 TRUE 0.190945 -1.681772 3.44e-01 284 TRUE 0.760310 -0.984138 8.12e-01 285 TRUE 0.840379 0.456351 5.50e-01 286 TRUE 0.377423 -0.389069 5.36e-01 287 FALSE 0.410489 0.000000 3.54e-01 288 FALSE 0.830785 0.000000 3.40e-01 289 TRUE 0.812386 0.617306 5.37e-01 290 TRUE 0.613837 0.638943 9.71e-01 291 FALSE 0.489654 0.000000 1.54e-01 292 TRUE 0.917061 1.347325 3.51e-02 293 TRUE 0.582495 0.219458 6.30e-01 294 TRUE 0.189038 -2.326326 8.41e-02 295 FALSE 0.149159 0.000000 4.68e-01 296 TRUE 0.964458 -0.864601 3.09e-01 297 TRUE 0.820210 0.140135 5.68e-01 298 TRUE 0.314763 -0.201299 5.31e-01 299 FALSE 0.068197 0.000000 4.11e-01 300 TRUE 0.155799 -0.736373 3.47e-01 301 FALSE 0.731995 0.000000 3.41e-01 302 TRUE 0.595151 1.415052 9.51e-01 303 TRUE 0.468341 -0.463602 5.92e-01 304 TRUE 0.444612 -0.097719 7.20e-01 305 FALSE 0.076187 0.000000 6.82e-01 306 FALSE 0.580288 0.000000 3.88e-01 307 FALSE 0.032957 0.000000 1.29e-01 308 TRUE 0.293666 1.377448 5.90e-02 309 TRUE 0.011840 0.697738 6.25e-01 310 TRUE 0.796230 0.058969 2.09e-01 311 TRUE 0.807689 1.855859 9.40e-01 312 TRUE 0.625780 0.904374 1.44e-01 313 TRUE 0.354249 0.439254 3.90e-01 314 TRUE 0.315840 -0.239065 2.78e-02 315 TRUE 0.862566 2.529712 7.57e-01 316 TRUE 0.000776 1.077710 6.62e-01 317 FALSE 0.150517 0.000000 8.07e-01 318 TRUE 0.382282 1.336416 9.26e-01 319 FALSE 0.657893 0.000000 7.25e-01 320 FALSE 0.943171 0.000000 1.84e-01 321 TRUE 0.286720 -1.313218 2.71e-01 322 TRUE 0.914802 0.578989 8.14e-01 323 TRUE 0.320313 -0.848163 1.10e-01 324 TRUE 0.611044 -0.820087 7.43e-01 325 TRUE 0.723512 -1.592614 8.43e-02 326 FALSE 0.729437 0.000000 8.97e-02 327 TRUE 0.926635 0.763611 4.43e-01 328 TRUE 0.899928 0.594777 3.58e-01 329 TRUE 0.706051 -0.406680 5.20e-02 330 TRUE 0.444825 -0.302192 3.06e-01 331 FALSE 0.476005 0.000000 8.11e-01 332 TRUE 0.613797 1.684104 5.83e-01 333 TRUE 0.851016 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0.136347 0.000000 4.76e-01 1397 TRUE 0.371491 -0.084925 1.68e-01 1398 TRUE 0.617403 0.744060 7.91e-01 1399 TRUE 0.919919 0.154078 2.30e-01 1400 TRUE 0.796926 0.236573 9.98e-02 1401 TRUE 0.878043 0.302838 7.95e-01 1402 FALSE 0.190899 0.000000 5.96e-01 1403 TRUE 0.888961 0.643364 1.03e-01 1404 TRUE 0.316426 1.535946 5.74e-01 1405 TRUE 0.470984 0.443485 7.97e-01 1406 FALSE 0.126351 0.000000 3.67e-01 1407 FALSE 0.142451 0.000000 8.27e-01 1408 FALSE 0.917732 0.000000 5.59e-01 1409 TRUE 0.261741 0.439594 9.81e-01 1410 TRUE 0.092273 0.491370 9.91e-01 1411 FALSE 0.171608 0.000000 1.07e-01 1412 FALSE 0.690615 0.000000 3.16e-01 1413 FALSE 0.555287 0.000000 4.18e-02 1414 TRUE 0.385399 0.678442 4.94e-01 1415 TRUE 0.812942 0.700144 7.91e-01 1416 TRUE 0.742913 0.053685 5.10e-01 1417 TRUE 0.939125 0.725102 8.08e-01 1418 TRUE 0.708804 0.681953 4.90e-01 1419 TRUE 0.562233 -0.624907 9.31e-02 1420 TRUE 0.171985 -0.888302 3.93e-01 1421 TRUE 0.984131 1.050228 6.80e-01 1422 TRUE 0.607010 0.455034 6.73e-01 1423 TRUE 0.444297 0.731628 2.15e-01 1424 TRUE 0.151221 -0.003946 9.07e-01 1425 FALSE 0.423487 0.000000 1.50e-01 1426 TRUE 0.606379 0.472311 1.67e-01 1427 FALSE 0.631305 0.000000 2.66e-01 1428 FALSE 0.120983 0.000000 2.30e-01 1429 FALSE 0.054847 0.000000 9.03e-01 1430 TRUE 0.325000 0.554082 5.93e-01 1431 FALSE 0.744398 0.000000 9.01e-01 1432 TRUE 0.719263 1.348900 8.44e-01 1433 TRUE 0.738688 1.584936 9.79e-01 1434 TRUE 0.968810 -0.467015 1.15e-01 1435 TRUE 0.933350 0.192353 4.43e-01 1436 FALSE 0.705963 0.000000 4.03e-01 1437 FALSE 0.191769 0.000000 6.05e-01 1438 FALSE 0.289458 0.000000 1.86e-01 1439 TRUE 0.900601 -0.597237 6.22e-02 1440 FALSE 0.015150 0.000000 7.02e-01 1441 TRUE 0.701705 -0.441979 6.02e-01 1442 FALSE 0.043988 0.000000 3.26e-01 1443 TRUE 0.186408 -1.099597 2.43e-01 1444 TRUE 0.479164 -0.191955 3.20e-01 1445 FALSE 0.179717 0.000000 1.16e-01 1446 TRUE 0.345946 0.448885 5.75e-01 1447 FALSE 0.134091 0.000000 7.99e-01 1448 TRUE 0.889926 -1.425599 9.67e-01 1450 TRUE 0.463500 0.913664 8.35e-02 1451 TRUE 0.784654 0.749116 6.50e-02 1452 FALSE 0.162540 0.000000 5.63e-01 1453 TRUE 0.247296 -0.818929 9.60e-01 1454 TRUE 0.229296 -0.081589 4.20e-01 1455 TRUE 0.245514 -0.417334 5.53e-01 1456 TRUE 0.671250 0.249673 2.94e-01 1457 TRUE 0.154092 0.436768 5.01e-01 1458 TRUE 0.642261 2.293360 9.80e-01 1459 TRUE 0.899543 1.073819 9.22e-01 1460 TRUE 0.730044 0.490502 1.38e-01 1461 TRUE 0.291264 -0.785221 7.62e-01 1462 TRUE 0.419342 -2.193199 2.76e-01 1463 TRUE 0.283556 1.575090 8.74e-01 1464 TRUE 0.546623 -0.522755 5.97e-01 1465 FALSE 0.240689 0.000000 4.28e-01 1466 TRUE 0.391986 -1.885314 2.86e-02 1467 TRUE 0.876796 -1.252577 8.79e-02 1468 FALSE 0.563164 0.000000 8.24e-01 1469 FALSE 0.587189 0.000000 8.15e-01 1470 TRUE 0.976345 -1.080738 1.54e-01 1471 TRUE 0.759629 0.569971 6.49e-01 1472 TRUE 0.523714 0.053731 3.47e-01 1473 TRUE 0.265373 0.180899 7.28e-01 1475 TRUE 0.373336 0.659722 1.24e-01 1476 FALSE 0.722335 0.000000 6.26e-01 1477 FALSE 0.640445 0.000000 8.56e-01 1478 TRUE 0.061314 -0.538967 6.29e-01 1479 TRUE 0.174723 0.117249 6.81e-01 1480 TRUE 0.163340 0.939229 9.31e-01 1481 FALSE 0.158002 0.000000 2.47e-01 1482 TRUE 0.780086 -0.662136 2.93e-01 1483 TRUE 0.462311 1.557748 3.51e-01 1484 TRUE 0.150422 0.519739 9.40e-01 1485 TRUE 0.975447 1.537844 2.77e-01 1486 TRUE 0.807359 1.543004 3.55e-01 1487 TRUE 0.141333 -0.427239 6.94e-01 1488 TRUE 0.895440 -0.304703 6.01e-03 1489 TRUE 0.559424 -1.771704 2.11e-01 1490 TRUE 0.115955 -0.118686 2.57e-01 1491 TRUE 0.930465 0.329925 9.59e-01 1492 FALSE 0.589973 0.000000 8.30e-01 1493 TRUE 0.135168 1.250265 1.55e-01 1494 FALSE 0.678312 0.000000 6.36e-01 1495 TRUE 0.115044 0.771736 3.45e-01 1496 TRUE 0.067782 -0.230666 3.49e-01 1497 TRUE 0.325579 -2.427952 1.17e-02 1498 FALSE 0.091045 0.000000 7.18e-01 1499 FALSE 0.002380 0.000000 5.65e-01 1500 FALSE 0.342001 0.000000 7.16e-01 > logLik( testTobit2Ml ) 'log Lik.' -2215 (df=6) > > # LR test > testTobit2Ml0 <- selection( ys ~ xs, yo ~ 1, method = "ml", + data = t2Dat[ t2Samp, ] ) > lrtest( testTobit2Ml0, testTobit2Ml ) Likelihood ratio test Model 1: selection(selection = ys ~ xs, outcome = yo ~ 1, data = t2Dat[t2Samp, ], method = "ml") Model 2: selection(selection = ys ~ xs, outcome = yo ~ xo, data = t2Dat, method = "ml") #Df LogLik Df Chisq Pr(>Chisq) 1 5 -2273 2 6 -2215 1 116 <2e-16 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 > > # ML with model.matrices returned > testTobit2MlMm <- selection( ys ~ xs, yo ~ xo, method = "ml", + xs = TRUE, xo = TRUE, data = t2Dat ) > mmsTestTobit2MlMm <- model.matrix( testTobit2MlMm, part = "selection" ) > attr( mmsTestTobit2MlMm, "assign" ) <- attr( mmsTestTobit2Ml, "assign" ) > all.equal( mmsTestTobit2Ml, mmsTestTobit2MlMm ) [1] TRUE > mmoTestTobit2MlMm <- model.matrix( testTobit2MlMm, part = "outcome" ) > attr( mmoTestTobit2MlMm, "assign" ) <- attr( mmoTestTobit2Ml, "assign" ) > all.equal( mmoTestTobit2Ml, mmoTestTobit2MlMm ) [1] TRUE > # ML with model.frames returned > testTobit2MlMf <- selection( ys ~ xs, yo ~ xo, method = "ml", + mfs = TRUE, mfo = TRUE, data = t2Dat ) > mfTestTobit2MlMf <- model.frame( testTobit2MlMf ) > all.equal( mfTestTobit2Ml, mfTestTobit2MlMf, check.attributes = FALSE ) [1] TRUE > > # return just the model.frame > all.equal( selection( ys ~ xs, yo ~ xo, method = "model.frame", data = t2Dat ), + mfTestTobit2MlMf ) [1] TRUE > > > ## two-step estimation with equal weights > t2Dat$we <- rep( 0.7, N ) > testTobit2TwoStepWe <- selection( ys ~ xs, yo ~ xo, method = "2step", + weights = t2Dat$we, data = t2Dat ) > summary( testTobit2TwoStepWe ) -------------------------------------------- Tobit 2 model (sample selection model) 2-step Heckman / heckit estimation 1483 observations (455 censored and 1028 observed) 7 free parameters (df = 1477) Probit selection equation: Estimate Std. Error t value Pr(>|t|) (Intercept) 0.00731 0.07993 0.09 0.93 xs 1.04487 0.14673 7.12 1.7e-12 *** Outcome equation: Estimate Std. Error t value Pr(>|t|) (Intercept) 0.0123 0.1212 0.1 0.92 xo 1.0476 0.0947 11.1 <2e-16 *** Multiple R-Squared:0.119, Adjusted R-Squared:0.117 Error terms: Estimate Std. Error t value Pr(>|t|) invMillsRatio -0.866 0.223 -3.89 1e-04 *** sigma 1.077 NA NA NA rho -0.804 NA NA NA --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 -------------------------------------------- > all.equal( coef( testTobit2TwoStepWe ), coef( testTobit2TwoStep ) ) [1] TRUE > nobs( testTobit2TwoStepWe ) [1] 1483 > nObs( testTobit2TwoStepWe ) [1] 1483 > try( logLik( testTobit2TwoStepWe ) ) Error in logLik.selection(testTobit2TwoStepWe) : the logLik() method currently only works for models estimated by maximum likelihood (ML) but it does not work for models estimated by the 2-step method. > > ## ML estimation with equal weights > testTobit2MlWe <- selection( ys ~ xs, yo ~ xo, weights = t2Dat$we, + data = t2Dat ) > summary( testTobit2MlWe ) -------------------------------------------- Tobit 2 model (sample selection model) Maximum Likelihood estimation Newton-Raphson maximisation, 5 iterations Return code 8: successive function values within relative tolerance limit (reltol) Log-Likelihood: -1550 1483 observations (455 censored and 1028 observed) 6 free parameters (df = 1477) Probit selection equation: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.00444 0.07568 -0.06 0.95 xs 1.06605 0.13775 7.74 1.8e-14 *** Outcome equation: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.0578 0.0879 -0.66 0.51 xo 1.0425 0.1127 9.25 <2e-16 *** Error terms: Estimate Std. Error t value Pr(>|t|) sigma 1.0241 0.0497 20.58 < 2e-16 *** rho -0.7010 0.0860 -8.15 7.4e-16 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 -------------------------------------------- > all.equal( coef( testTobit2MlWe ), coef( testTobit2Ml ), tol = 1e-4 ) [1] TRUE > nobs( testTobit2MlWe ) [1] 1483 > nObs( testTobit2MlWe ) [1] 1483 > logLik( testTobit2MlWe ) 'log Lik.' -1550 (df=6) > > # LR test > testTobit2MlWe0 <- selection( ys ~ xs, yo ~ 1, weights = t2Dat$we[ t2Samp ], + method = "ml", data = t2Dat[ t2Samp, ] ) > lrtest( testTobit2MlWe0, testTobit2MlWe ) Likelihood ratio test Model 1: selection(selection = ys ~ xs, outcome = yo ~ 1, data = t2Dat[t2Samp, ], weights = t2Dat$we[t2Samp], method = "ml") Model 2: selection(selection = ys ~ xs, outcome = yo ~ xo, data = t2Dat, weights = t2Dat$we) #Df LogLik Df Chisq Pr(>Chisq) 1 5 -1591 2 6 -1550 1 80.9 <2e-16 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 > > ## two-step estimation with unequal weights > t2Dat$wu <- 2 * runif( N ) > testTobit2TwoStepWu <- selection( ys ~ xs, yo ~ xo, method = "2step", + weights = t2Dat$wu, data = t2Dat ) > summary( testTobit2TwoStepWu ) -------------------------------------------- Tobit 2 model (sample selection model) 2-step Heckman / heckit estimation 1483 observations (455 censored and 1028 observed) 7 free parameters (df = 1477) Probit selection equation: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.0439 0.0669 -0.66 0.51 xs 1.1274 0.1240 9.09 <2e-16 *** Outcome equation: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.0600 0.1073 -0.56 0.58 xo 1.0376 0.0947 10.96 <2e-16 *** Multiple R-Squared:0.118, Adjusted R-Squared:0.117 Error terms: Estimate Std. Error t value Pr(>|t|) invMillsRatio -0.710 0.190 -3.74 0.00019 *** sigma 1.020 NA NA NA rho -0.696 NA NA NA --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 -------------------------------------------- > nobs( testTobit2TwoStepWu ) [1] 1483 > nObs( testTobit2TwoStepWu ) [1] 1483 > try( logLik( testTobit2TwoStepWu ) ) Error in logLik.selection(testTobit2TwoStepWu) : the logLik() method currently only works for models estimated by maximum likelihood (ML) but it does not work for models estimated by the 2-step method. > > ## ML estimation with unequal weights > testTobit2MlWu <- selection( ys ~ xs, yo ~ xo, weights = t2Dat$wu, + data = t2Dat ) > summary( testTobit2MlWu ) -------------------------------------------- Tobit 2 model (sample selection model) Maximum Likelihood estimation Newton-Raphson maximisation, 4 iterations Return code 8: successive function values within relative tolerance limit (reltol) Log-Likelihood: -2186 1483 observations (455 censored and 1028 observed) 6 free parameters (df = 1477) Probit selection equation: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.0522 0.0646 -0.81 0.42 xs 1.1419 0.1191 9.58 <2e-16 *** Outcome equation: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.1102 0.0784 -1.41 0.16 xo 1.0331 0.0960 10.77 <2e-16 *** Error terms: Estimate Std. Error t value Pr(>|t|) sigma 0.9847 0.0408 24.15 <2e-16 *** rho -0.6133 0.0930 -6.59 6e-11 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 -------------------------------------------- > nobs( testTobit2MlWu ) [1] 1483 > nObs( testTobit2MlWu ) [1] 1483 > logLik( testTobit2MlWu ) 'log Lik.' -2186 (df=6) > > # LR test > testTobit2MlWu0 <- selection( ys ~ xs, yo ~ 1, weights = t2Dat$wu[ t2Samp ], + method = "ml", data = t2Dat[ t2Samp, ] ) > lrtest( testTobit2MlWu0, testTobit2MlWu ) Likelihood ratio test Model 1: selection(selection = ys ~ xs, outcome = yo ~ 1, data = t2Dat[t2Samp, ], weights = t2Dat$wu[t2Samp], method = "ml") Model 2: selection(selection = ys ~ xs, outcome = yo ~ xo, data = t2Dat, weights = t2Dat$wu) #Df LogLik Df Chisq Pr(>Chisq) 1 5 -2241 2 6 -2186 1 110 <2e-16 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 > > ## estimations with weights that do not work > try( selection( ys ~ xs, yo ~ xo, method = "2step", weights = 1:99, + data = t2Dat ) ) Error in heckit2fit(selection, outcome, data = data, weights = weights, : number of weights (99) is not equal to the number of observations (1500) > > try( selection( ys ~ xs, yo ~ xo, method = "ml", weights = 4:14, + data = t2Dat ) ) Error in selection(ys ~ xs, yo ~ xo, method = "ml", weights = 4:14, data = t2Dat) : number of weights (11) is not equal to the number of observations (1500) > > > # factors as dependent variable (from Achim Zeileis) > testTobit2FacTwoStep <- selection( factor( ys ) ~ xs, yo ~ xo, + method = "2step", data = t2Dat ) > all.equal( testTobit2FacTwoStep[ -c( 1, 2 ) ], testTobit2TwoStep[ -c( 1, 2 ) ] ) [1] TRUE > all.equal( fitted( testTobit2FacTwoStep, part = "selection" ), + fitted( testTobit2TwoStep, part = "selection" ) ) [1] TRUE > all.equal( + residuals( testTobit2FacTwoStep, part = "selection", type = "deviance" ), + residuals( testTobit2TwoStep, part = "selection", type = "deviance" ) ) [1] TRUE > all.equal( + residuals( testTobit2FacTwoStep, part = "selection", type = "pearson" ), + residuals( testTobit2TwoStep, part = "selection", type = "pearson" ) ) [1] TRUE > all.equal( + residuals( testTobit2FacTwoStep, part = "selection", type = "response" ), + residuals( testTobit2TwoStep, part = "selection", type = "response" ) ) [1] TRUE > > testTobit2YesTwoStep <- selection( factor( ys, labels = c( "no", "yes" ) ) ~ xs, + yo ~ xo, method = "2step", data = t2Dat ) > all.equal( testTobit2YesTwoStep[ -c( 1, 2 ) ], testTobit2TwoStep[ -c( 1, 2 ) ] ) [1] TRUE > all.equal( fitted( testTobit2YesTwoStep, part = "selection" ), + fitted( testTobit2TwoStep, part = "selection" ) ) [1] TRUE > all.equal( + residuals( testTobit2YesTwoStep, part = "selection", type = "deviance" ), + residuals( testTobit2TwoStep, part = "selection", type = "deviance" ) ) [1] TRUE > all.equal( + residuals( testTobit2YesTwoStep, part = "selection", type = "pearson" ), + residuals( testTobit2TwoStep, part = "selection", type = "pearson" ) ) [1] TRUE > all.equal( + residuals( testTobit2YesTwoStep, part = "selection", type = "response" ), + residuals( testTobit2TwoStep, part = "selection", type = "response" ) ) [1] TRUE > > testTobit2FacMl <- selection( factor( ys ) ~ xs, yo ~ xo, data = t2Dat ) > all.equal( testTobit2FacMl[ -c( 13, 16, 19, 20 ) ], + testTobit2Ml[ -c( 13, 16, 19, 20 ) ] ) [1] TRUE > all.equal( fitted( testTobit2FacMl, part = "selection" ), + fitted( testTobit2Ml, part = "selection" ) ) [1] TRUE > all.equal( + residuals( testTobit2FacMl, part = "selection", type = "deviance" ), + residuals( testTobit2Ml, part = "selection", type = "deviance" ) ) [1] TRUE > all.equal( + residuals( testTobit2FacMl, part = "selection", type = "pearson" ), + residuals( testTobit2Ml, part = "selection", type = "pearson" ) ) [1] TRUE > all.equal( + residuals( testTobit2FacMl, part = "selection", type = "response" ), + residuals( testTobit2Ml, part = "selection", type = "response" ) ) [1] TRUE > > testTobit2YesMl <- selection( factor( ys, labels = c( "no", "yes" ) ) ~ xs, + yo ~ xo, data = t2Dat ) > all.equal( testTobit2YesMl[ -c( 13, 16, 18:20 ) ], + testTobit2Ml[ -c( 13, 16, 18:20 ) ] ) [1] TRUE > all.equal( testTobit2YesMl$param[-9], testTobit2Ml$param[-9] ) [1] TRUE > all.equal( fitted( testTobit2YesMl, part = "selection" ), + fitted( testTobit2Ml, part = "selection" ) ) [1] TRUE > all.equal( + residuals( testTobit2YesMl, part = "selection", type = "deviance" ), + residuals( testTobit2Ml, part = "selection", type = "deviance" ) ) [1] TRUE > all.equal( + residuals( testTobit2YesMl, part = "selection", type = "pearson" ), + residuals( testTobit2Ml, part = "selection", type = "pearson" ) ) [1] TRUE > all.equal( + residuals( testTobit2YesMl, part = "selection", type = "response" ), + residuals( testTobit2Ml, part = "selection", type = "response" ) ) [1] TRUE > > # return just the model.frame > selection( factor( ys ) ~ xs, yo ~ xo, method = "model.frame", data = t2Dat ) factor(ys) xs yo xo 1 FALSE 0.989783 0.000000 1.68e-01 2 FALSE 0.505087 0.000000 6.69e-01 3 TRUE 0.660520 1.073538 7.40e-02 4 TRUE 0.446553 0.277669 9.57e-01 5 TRUE 0.679088 0.514863 4.65e-01 6 TRUE 0.111979 -1.166862 3.26e-03 7 TRUE 0.886227 1.026520 3.90e-01 8 TRUE 0.977813 1.253367 7.67e-01 9 TRUE 0.832613 -0.811407 4.12e-01 10 FALSE 0.194162 0.000000 1.66e-02 11 TRUE 0.057271 -1.240127 4.20e-01 12 FALSE 0.066386 0.000000 2.35e-01 13 TRUE 0.901849 2.105005 3.55e-01 14 FALSE 0.573553 0.000000 5.59e-01 15 TRUE 0.778747 0.611808 6.03e-01 16 TRUE 0.448250 1.302476 6.31e-01 17 TRUE 0.211147 1.020542 9.66e-01 18 TRUE 0.467604 0.747480 6.82e-01 19 TRUE 0.884227 -0.693961 3.92e-01 21 FALSE 0.291558 0.000000 6.52e-01 22 FALSE 0.944124 0.000000 2.15e-01 23 TRUE 0.000718 0.303178 8.01e-01 24 TRUE 0.180530 -0.095986 7.98e-01 25 TRUE 0.844751 -1.014999 5.25e-01 26 FALSE 0.297492 0.000000 9.13e-01 27 TRUE 0.602188 -0.571884 3.91e-01 28 TRUE 0.128961 0.053349 3.69e-03 29 TRUE 0.669585 1.842216 7.92e-01 30 TRUE 0.022208 -0.472111 4.78e-01 31 FALSE 0.209919 0.000000 9.67e-01 32 TRUE 0.799710 -1.409985 7.03e-02 33 FALSE 0.104068 0.000000 8.01e-01 35 FALSE 0.576175 0.000000 3.65e-01 36 FALSE 0.112046 0.000000 7.64e-01 37 TRUE 0.919603 0.698178 2.47e-01 38 TRUE 0.046812 -2.246761 2.36e-01 39 TRUE 0.091645 -0.575155 1.31e-01 40 TRUE 0.757409 0.548202 4.33e-01 41 TRUE 0.521674 -0.118017 4.89e-01 42 TRUE 0.695780 -1.918590 2.86e-02 43 TRUE 0.027685 -1.146606 9.20e-01 44 TRUE 0.475480 -0.233626 6.04e-01 45 TRUE 0.279100 -1.972850 3.71e-02 46 FALSE 0.055972 0.000000 3.14e-01 47 FALSE 0.351218 0.000000 8.37e-01 48 TRUE 0.452381 0.583286 2.58e-01 49 TRUE 0.372675 0.382007 7.77e-02 50 FALSE 0.437870 0.000000 6.61e-01 51 TRUE 0.720631 1.658814 9.37e-01 52 FALSE 0.572837 0.000000 5.50e-01 53 FALSE 0.444619 0.000000 3.68e-01 54 TRUE 0.216880 -1.133941 5.81e-01 55 FALSE 0.450523 0.000000 6.69e-01 56 TRUE 0.084512 -0.828643 3.91e-01 57 TRUE 0.191213 0.496100 3.71e-01 58 FALSE 0.292087 0.000000 2.70e-01 59 FALSE 0.334195 0.000000 5.19e-02 60 FALSE 0.138324 0.000000 6.79e-01 61 TRUE 0.430113 -2.122178 4.31e-01 62 TRUE 0.692418 1.882748 6.90e-01 63 FALSE 0.059491 0.000000 8.57e-01 64 TRUE 0.294987 0.825812 8.95e-01 65 TRUE 0.059226 0.170902 7.70e-01 66 FALSE 0.078643 0.000000 3.77e-01 67 TRUE 0.889073 0.773961 5.66e-01 68 TRUE 0.351098 0.831766 1.98e-01 69 TRUE 0.328267 2.013020 9.22e-01 70 TRUE 0.759106 0.070229 3.81e-02 71 FALSE 0.156323 0.000000 9.87e-02 72 TRUE 0.414142 -0.110498 4.69e-01 73 TRUE 0.118251 -0.805179 2.87e-01 74 TRUE 0.118099 0.179616 2.65e-01 75 TRUE 0.117493 -1.731524 8.81e-01 76 FALSE 0.209327 0.000000 5.85e-01 77 FALSE 0.858425 0.000000 NA 78 TRUE 0.949969 0.165585 7.18e-02 79 FALSE 0.168094 0.000000 6.25e-01 80 TRUE 0.808695 -0.658308 2.62e-02 81 TRUE 0.833516 -2.070000 5.32e-01 82 FALSE 0.067667 0.000000 4.13e-01 83 TRUE 0.939638 0.161557 8.86e-02 84 FALSE 0.145841 0.000000 7.24e-01 85 TRUE 0.476388 0.939967 9.19e-01 86 TRUE 0.494633 -1.796502 3.06e-01 87 TRUE 0.159633 0.667165 4.22e-01 88 FALSE 0.257424 0.000000 1.48e-01 89 FALSE 0.478098 0.000000 4.23e-01 90 FALSE 0.302783 0.000000 7.75e-01 91 TRUE 0.704826 1.253253 2.23e-01 92 TRUE 0.144049 -0.668980 3.47e-01 93 TRUE 0.344808 -1.570087 5.61e-01 94 FALSE 0.988415 0.000000 3.90e-01 95 TRUE 0.018966 -0.568498 9.39e-01 96 TRUE 0.077696 0.847706 8.59e-01 97 FALSE 0.280182 0.000000 6.03e-01 98 FALSE 0.432925 0.000000 6.45e-02 99 TRUE 0.537303 0.844683 6.56e-01 100 TRUE 0.595019 -0.246999 5.86e-01 101 TRUE 0.881288 -0.520677 1.47e-01 102 TRUE 0.133794 0.796452 9.82e-01 103 FALSE 0.133764 0.000000 4.69e-01 104 FALSE 0.251860 0.000000 1.86e-01 105 FALSE 0.440004 0.000000 5.56e-01 106 TRUE 0.985975 0.348462 9.40e-01 107 FALSE 0.749546 0.000000 5.72e-01 108 TRUE 0.196153 -1.208048 5.69e-01 109 FALSE 0.138796 0.000000 6.35e-01 110 FALSE 0.157607 0.000000 7.04e-01 111 TRUE 0.534680 -1.508711 4.60e-01 112 TRUE 0.700919 0.538764 6.88e-01 113 FALSE 0.818402 0.000000 8.80e-01 114 TRUE 0.302163 1.214252 7.60e-01 115 FALSE 0.433856 0.000000 7.12e-01 116 TRUE 0.912158 1.055027 4.69e-01 117 FALSE 0.074685 0.000000 5.26e-01 118 TRUE 0.710369 -0.622943 1.47e-01 119 TRUE 0.483946 1.294936 8.59e-01 120 TRUE 0.528129 0.200578 9.26e-01 121 FALSE 0.224100 0.000000 1.57e-01 122 FALSE 0.730563 0.000000 5.06e-02 124 TRUE 0.882429 -0.279235 7.04e-01 125 TRUE 0.190029 -1.828675 4.75e-01 126 TRUE 0.365252 -0.144851 1.33e-03 127 FALSE 0.770285 0.000000 7.65e-01 128 TRUE 0.271835 0.680137 7.54e-01 129 TRUE 0.063446 -0.741714 6.35e-01 130 TRUE 0.546720 1.449979 7.79e-01 131 TRUE 0.509800 -2.149315 5.12e-01 132 TRUE 0.562532 -1.899830 3.33e-01 133 TRUE 0.446485 0.278697 7.65e-01 134 TRUE 0.978010 0.956067 7.31e-01 135 TRUE 0.419122 0.078106 7.17e-01 136 TRUE 0.832684 0.592797 3.26e-01 137 FALSE 0.785625 0.000000 8.78e-01 138 TRUE 0.680821 1.558766 9.41e-01 139 TRUE 0.608274 -0.525479 2.87e-01 140 TRUE 0.126721 -0.301127 2.95e-01 141 TRUE 0.877350 -0.673906 6.61e-01 142 TRUE 0.740761 0.327963 8.20e-01 143 FALSE 0.913195 0.000000 1.77e-01 144 FALSE 0.678512 0.000000 4.55e-01 145 TRUE 0.641698 -0.654277 7.57e-02 146 TRUE 0.951671 -0.323022 9.34e-01 147 TRUE 0.129467 1.288701 7.91e-02 148 TRUE 0.260367 -0.125941 7.34e-01 150 TRUE 0.589255 -0.379294 4.65e-01 151 TRUE 0.331523 -2.071740 4.20e-02 152 TRUE 0.772085 0.055642 5.03e-03 153 TRUE 0.762561 -1.708882 4.84e-01 154 TRUE 0.636919 0.906009 5.32e-01 155 TRUE 0.554804 0.241406 7.05e-01 156 TRUE 0.082118 1.280621 6.52e-01 157 TRUE 0.033488 0.596350 7.33e-01 158 FALSE 0.530975 0.000000 7.14e-01 159 TRUE 0.584026 -0.082741 6.42e-01 160 FALSE 0.485237 0.000000 5.97e-01 161 TRUE 0.508792 0.125630 2.77e-01 162 FALSE 0.123886 0.000000 3.64e-01 163 TRUE 0.968059 0.411857 4.41e-01 164 TRUE 0.533400 -0.658694 6.76e-01 165 FALSE 0.073472 0.000000 1.55e-01 166 FALSE 0.234079 0.000000 9.17e-01 167 TRUE 0.046997 1.174092 6.28e-01 168 FALSE 0.182211 0.000000 2.18e-01 169 FALSE 0.724424 0.000000 7.89e-01 170 TRUE 0.329196 0.736518 4.70e-01 171 TRUE 0.383531 -0.212302 8.10e-01 172 FALSE 0.978165 0.000000 9.31e-01 173 TRUE 0.244226 0.043658 1.04e-01 174 TRUE 0.569284 0.618430 1.89e-01 175 TRUE 0.973722 -0.228569 3.97e-01 176 TRUE 0.648407 1.190689 8.86e-01 177 FALSE 0.983781 0.000000 1.64e-01 178 FALSE 0.301623 0.000000 8.41e-01 179 TRUE 0.904537 -0.301775 2.83e-01 180 FALSE 0.115469 0.000000 3.40e-02 181 TRUE 0.830301 0.370190 5.07e-01 182 TRUE 0.390813 0.069834 1.39e-01 183 FALSE 0.339552 0.000000 7.06e-01 184 FALSE 0.179828 0.000000 3.00e-02 185 TRUE 0.808198 -0.441252 5.14e-01 186 TRUE 0.757782 0.240109 9.96e-01 187 TRUE 0.342466 0.268218 7.18e-01 188 TRUE 0.481169 0.782710 9.25e-01 189 FALSE 0.190773 0.000000 7.31e-01 190 TRUE 0.600414 -0.236870 2.87e-01 191 TRUE 0.477035 0.378101 2.24e-01 192 TRUE 0.959626 -0.506157 2.39e-01 193 TRUE 0.364312 0.350665 6.56e-01 194 TRUE 0.775032 0.054660 3.82e-01 195 TRUE 0.646124 0.670997 6.66e-01 196 TRUE 0.460190 0.498810 6.37e-01 197 FALSE 0.505935 0.000000 2.75e-02 198 TRUE 0.035928 -0.062879 6.17e-01 199 TRUE 0.364964 0.071353 4.78e-01 200 TRUE 0.339323 -0.377391 6.41e-01 201 TRUE 0.861936 -0.145893 1.58e-01 202 FALSE 0.985659 0.000000 8.94e-01 203 FALSE 0.583982 0.000000 8.69e-02 204 TRUE 0.126456 0.214792 8.39e-01 205 FALSE 0.682377 0.000000 8.58e-01 206 TRUE 0.821688 2.087742 9.37e-01 207 FALSE 0.311505 0.000000 4.29e-01 208 TRUE 0.716586 2.245020 8.46e-01 209 TRUE 0.831992 0.290861 3.94e-01 210 TRUE 0.402344 -1.397110 1.65e-01 211 FALSE 0.467198 0.000000 8.76e-01 212 TRUE 0.462746 0.324041 7.68e-02 213 TRUE 0.689989 0.040208 2.95e-02 214 TRUE 0.783802 1.878362 1.33e-01 215 TRUE 0.415934 0.144502 1.37e-01 216 TRUE 0.460144 1.751414 8.37e-01 217 TRUE 0.310695 0.343512 9.91e-01 218 TRUE 0.988287 0.347742 7.05e-01 219 TRUE 0.114008 0.234161 5.53e-01 220 TRUE 0.375381 0.087649 4.31e-01 221 TRUE 0.082644 0.261815 5.51e-01 222 TRUE 0.926994 -0.154058 1.87e-01 223 TRUE 0.987915 1.359101 8.70e-01 224 TRUE 0.475016 -1.296607 1.31e-03 225 FALSE 0.254930 0.000000 5.80e-01 226 FALSE 0.638073 0.000000 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0.939229 9.31e-01 1481 FALSE 0.158002 0.000000 2.47e-01 1482 TRUE 0.780086 -0.662136 2.93e-01 1483 TRUE 0.462311 1.557748 3.51e-01 1484 TRUE 0.150422 0.519739 9.40e-01 1485 TRUE 0.975447 1.537844 2.77e-01 1486 TRUE 0.807359 1.543004 3.55e-01 1487 TRUE 0.141333 -0.427239 6.94e-01 1488 TRUE 0.895440 -0.304703 6.01e-03 1489 TRUE 0.559424 -1.771704 2.11e-01 1490 TRUE 0.115955 -0.118686 2.57e-01 1491 TRUE 0.930465 0.329925 9.59e-01 1492 FALSE 0.589973 0.000000 8.30e-01 1493 TRUE 0.135168 1.250265 1.55e-01 1494 FALSE 0.678312 0.000000 6.36e-01 1495 TRUE 0.115044 0.771736 3.45e-01 1496 TRUE 0.067782 -0.230666 3.49e-01 1497 TRUE 0.325579 -2.427952 1.17e-02 1498 FALSE 0.091045 0.000000 7.18e-01 1499 FALSE 0.002380 0.000000 5.65e-01 1500 FALSE 0.342001 0.000000 7.16e-01 > selection( factor( ys, labels = c( "no", "yes" ) ) ~ xs, yo ~ xo, + method = "model.frame", data = t2Dat ) factor(ys, labels = c("no", "yes")) xs yo xo 1 no 0.989783 0.000000 1.68e-01 2 no 0.505087 0.000000 6.69e-01 3 yes 0.660520 1.073538 7.40e-02 4 yes 0.446553 0.277669 9.57e-01 5 yes 0.679088 0.514863 4.65e-01 6 yes 0.111979 -1.166862 3.26e-03 7 yes 0.886227 1.026520 3.90e-01 8 yes 0.977813 1.253367 7.67e-01 9 yes 0.832613 -0.811407 4.12e-01 10 no 0.194162 0.000000 1.66e-02 11 yes 0.057271 -1.240127 4.20e-01 12 no 0.066386 0.000000 2.35e-01 13 yes 0.901849 2.105005 3.55e-01 14 no 0.573553 0.000000 5.59e-01 15 yes 0.778747 0.611808 6.03e-01 16 yes 0.448250 1.302476 6.31e-01 17 yes 0.211147 1.020542 9.66e-01 18 yes 0.467604 0.747480 6.82e-01 19 yes 0.884227 -0.693961 3.92e-01 21 no 0.291558 0.000000 6.52e-01 22 no 0.944124 0.000000 2.15e-01 23 yes 0.000718 0.303178 8.01e-01 24 yes 0.180530 -0.095986 7.98e-01 25 yes 0.844751 -1.014999 5.25e-01 26 no 0.297492 0.000000 9.13e-01 27 yes 0.602188 -0.571884 3.91e-01 28 yes 0.128961 0.053349 3.69e-03 29 yes 0.669585 1.842216 7.92e-01 30 yes 0.022208 -0.472111 4.78e-01 31 no 0.209919 0.000000 9.67e-01 32 yes 0.799710 -1.409985 7.03e-02 33 no 0.104068 0.000000 8.01e-01 35 no 0.576175 0.000000 3.65e-01 36 no 0.112046 0.000000 7.64e-01 37 yes 0.919603 0.698178 2.47e-01 38 yes 0.046812 -2.246761 2.36e-01 39 yes 0.091645 -0.575155 1.31e-01 40 yes 0.757409 0.548202 4.33e-01 41 yes 0.521674 -0.118017 4.89e-01 42 yes 0.695780 -1.918590 2.86e-02 43 yes 0.027685 -1.146606 9.20e-01 44 yes 0.475480 -0.233626 6.04e-01 45 yes 0.279100 -1.972850 3.71e-02 46 no 0.055972 0.000000 3.14e-01 47 no 0.351218 0.000000 8.37e-01 48 yes 0.452381 0.583286 2.58e-01 49 yes 0.372675 0.382007 7.77e-02 50 no 0.437870 0.000000 6.61e-01 51 yes 0.720631 1.658814 9.37e-01 52 no 0.572837 0.000000 5.50e-01 53 no 0.444619 0.000000 3.68e-01 54 yes 0.216880 -1.133941 5.81e-01 55 no 0.450523 0.000000 6.69e-01 56 yes 0.084512 -0.828643 3.91e-01 57 yes 0.191213 0.496100 3.71e-01 58 no 0.292087 0.000000 2.70e-01 59 no 0.334195 0.000000 5.19e-02 60 no 0.138324 0.000000 6.79e-01 61 yes 0.430113 -2.122178 4.31e-01 62 yes 0.692418 1.882748 6.90e-01 63 no 0.059491 0.000000 8.57e-01 64 yes 0.294987 0.825812 8.95e-01 65 yes 0.059226 0.170902 7.70e-01 66 no 0.078643 0.000000 3.77e-01 67 yes 0.889073 0.773961 5.66e-01 68 yes 0.351098 0.831766 1.98e-01 69 yes 0.328267 2.013020 9.22e-01 70 yes 0.759106 0.070229 3.81e-02 71 no 0.156323 0.000000 9.87e-02 72 yes 0.414142 -0.110498 4.69e-01 73 yes 0.118251 -0.805179 2.87e-01 74 yes 0.118099 0.179616 2.65e-01 75 yes 0.117493 -1.731524 8.81e-01 76 no 0.209327 0.000000 5.85e-01 77 no 0.858425 0.000000 NA 78 yes 0.949969 0.165585 7.18e-02 79 no 0.168094 0.000000 6.25e-01 80 yes 0.808695 -0.658308 2.62e-02 81 yes 0.833516 -2.070000 5.32e-01 82 no 0.067667 0.000000 4.13e-01 83 yes 0.939638 0.161557 8.86e-02 84 no 0.145841 0.000000 7.24e-01 85 yes 0.476388 0.939967 9.19e-01 86 yes 0.494633 -1.796502 3.06e-01 87 yes 0.159633 0.667165 4.22e-01 88 no 0.257424 0.000000 1.48e-01 89 no 0.478098 0.000000 4.23e-01 90 no 0.302783 0.000000 7.75e-01 91 yes 0.704826 1.253253 2.23e-01 92 yes 0.144049 -0.668980 3.47e-01 93 yes 0.344808 -1.570087 5.61e-01 94 no 0.988415 0.000000 3.90e-01 95 yes 0.018966 -0.568498 9.39e-01 96 yes 0.077696 0.847706 8.59e-01 97 no 0.280182 0.000000 6.03e-01 98 no 0.432925 0.000000 6.45e-02 99 yes 0.537303 0.844683 6.56e-01 100 yes 0.595019 -0.246999 5.86e-01 101 yes 0.881288 -0.520677 1.47e-01 102 yes 0.133794 0.796452 9.82e-01 103 no 0.133764 0.000000 4.69e-01 104 no 0.251860 0.000000 1.86e-01 105 no 0.440004 0.000000 5.56e-01 106 yes 0.985975 0.348462 9.40e-01 107 no 0.749546 0.000000 5.72e-01 108 yes 0.196153 -1.208048 5.69e-01 109 no 0.138796 0.000000 6.35e-01 110 no 0.157607 0.000000 7.04e-01 111 yes 0.534680 -1.508711 4.60e-01 112 yes 0.700919 0.538764 6.88e-01 113 no 0.818402 0.000000 8.80e-01 114 yes 0.302163 1.214252 7.60e-01 115 no 0.433856 0.000000 7.12e-01 116 yes 0.912158 1.055027 4.69e-01 117 no 0.074685 0.000000 5.26e-01 118 yes 0.710369 -0.622943 1.47e-01 119 yes 0.483946 1.294936 8.59e-01 120 yes 0.528129 0.200578 9.26e-01 121 no 0.224100 0.000000 1.57e-01 122 no 0.730563 0.000000 5.06e-02 124 yes 0.882429 -0.279235 7.04e-01 125 yes 0.190029 -1.828675 4.75e-01 126 yes 0.365252 -0.144851 1.33e-03 127 no 0.770285 0.000000 7.65e-01 128 yes 0.271835 0.680137 7.54e-01 129 yes 0.063446 -0.741714 6.35e-01 130 yes 0.546720 1.449979 7.79e-01 131 yes 0.509800 -2.149315 5.12e-01 132 yes 0.562532 -1.899830 3.33e-01 133 yes 0.446485 0.278697 7.65e-01 134 yes 0.978010 0.956067 7.31e-01 135 yes 0.419122 0.078106 7.17e-01 136 yes 0.832684 0.592797 3.26e-01 137 no 0.785625 0.000000 8.78e-01 138 yes 0.680821 1.558766 9.41e-01 139 yes 0.608274 -0.525479 2.87e-01 140 yes 0.126721 -0.301127 2.95e-01 141 yes 0.877350 -0.673906 6.61e-01 142 yes 0.740761 0.327963 8.20e-01 143 no 0.913195 0.000000 1.77e-01 144 no 0.678512 0.000000 4.55e-01 145 yes 0.641698 -0.654277 7.57e-02 146 yes 0.951671 -0.323022 9.34e-01 147 yes 0.129467 1.288701 7.91e-02 148 yes 0.260367 -0.125941 7.34e-01 150 yes 0.589255 -0.379294 4.65e-01 151 yes 0.331523 -2.071740 4.20e-02 152 yes 0.772085 0.055642 5.03e-03 153 yes 0.762561 -1.708882 4.84e-01 154 yes 0.636919 0.906009 5.32e-01 155 yes 0.554804 0.241406 7.05e-01 156 yes 0.082118 1.280621 6.52e-01 157 yes 0.033488 0.596350 7.33e-01 158 no 0.530975 0.000000 7.14e-01 159 yes 0.584026 -0.082741 6.42e-01 160 no 0.485237 0.000000 5.97e-01 161 yes 0.508792 0.125630 2.77e-01 162 no 0.123886 0.000000 3.64e-01 163 yes 0.968059 0.411857 4.41e-01 164 yes 0.533400 -0.658694 6.76e-01 165 no 0.073472 0.000000 1.55e-01 166 no 0.234079 0.000000 9.17e-01 167 yes 0.046997 1.174092 6.28e-01 168 no 0.182211 0.000000 2.18e-01 169 no 0.724424 0.000000 7.89e-01 170 yes 0.329196 0.736518 4.70e-01 171 yes 0.383531 -0.212302 8.10e-01 172 no 0.978165 0.000000 9.31e-01 173 yes 0.244226 0.043658 1.04e-01 174 yes 0.569284 0.618430 1.89e-01 175 yes 0.973722 -0.228569 3.97e-01 176 yes 0.648407 1.190689 8.86e-01 177 no 0.983781 0.000000 1.64e-01 178 no 0.301623 0.000000 8.41e-01 179 yes 0.904537 -0.301775 2.83e-01 180 no 0.115469 0.000000 3.40e-02 181 yes 0.830301 0.370190 5.07e-01 182 yes 0.390813 0.069834 1.39e-01 183 no 0.339552 0.000000 7.06e-01 184 no 0.179828 0.000000 3.00e-02 185 yes 0.808198 -0.441252 5.14e-01 186 yes 0.757782 0.240109 9.96e-01 187 yes 0.342466 0.268218 7.18e-01 188 yes 0.481169 0.782710 9.25e-01 189 no 0.190773 0.000000 7.31e-01 190 yes 0.600414 -0.236870 2.87e-01 191 yes 0.477035 0.378101 2.24e-01 192 yes 0.959626 -0.506157 2.39e-01 193 yes 0.364312 0.350665 6.56e-01 194 yes 0.775032 0.054660 3.82e-01 195 yes 0.646124 0.670997 6.66e-01 196 yes 0.460190 0.498810 6.37e-01 197 no 0.505935 0.000000 2.75e-02 198 yes 0.035928 -0.062879 6.17e-01 199 yes 0.364964 0.071353 4.78e-01 200 yes 0.339323 -0.377391 6.41e-01 201 yes 0.861936 -0.145893 1.58e-01 202 no 0.985659 0.000000 8.94e-01 203 no 0.583982 0.000000 8.69e-02 204 yes 0.126456 0.214792 8.39e-01 205 no 0.682377 0.000000 8.58e-01 206 yes 0.821688 2.087742 9.37e-01 207 no 0.311505 0.000000 4.29e-01 208 yes 0.716586 2.245020 8.46e-01 209 yes 0.831992 0.290861 3.94e-01 210 yes 0.402344 -1.397110 1.65e-01 211 no 0.467198 0.000000 8.76e-01 212 yes 0.462746 0.324041 7.68e-02 213 yes 0.689989 0.040208 2.95e-02 214 yes 0.783802 1.878362 1.33e-01 215 yes 0.415934 0.144502 1.37e-01 216 yes 0.460144 1.751414 8.37e-01 217 yes 0.310695 0.343512 9.91e-01 218 yes 0.988287 0.347742 7.05e-01 219 yes 0.114008 0.234161 5.53e-01 220 yes 0.375381 0.087649 4.31e-01 221 yes 0.082644 0.261815 5.51e-01 222 yes 0.926994 -0.154058 1.87e-01 223 yes 0.987915 1.359101 8.70e-01 224 yes 0.475016 -1.296607 1.31e-03 225 no 0.254930 0.000000 5.80e-01 226 no 0.638073 0.000000 8.63e-02 227 no 0.278670 0.000000 4.61e-01 228 yes 0.296888 -0.551789 7.71e-01 229 yes 0.831456 1.537645 7.95e-01 230 yes 0.467901 0.230224 7.57e-01 231 yes 0.445991 0.193422 7.87e-01 232 yes 0.699244 -0.811660 6.40e-01 233 yes 0.403474 -0.458796 7.03e-01 234 yes 0.366010 0.900370 4.00e-01 235 yes 0.640661 0.699960 4.74e-01 236 no 0.207024 0.000000 9.22e-01 237 no 0.759484 0.000000 6.82e-01 238 yes 0.338935 -0.318262 4.68e-01 239 yes 0.010702 0.670728 6.46e-01 240 yes 0.978247 0.129306 2.82e-02 241 yes 0.892870 -0.804711 3.55e-01 242 yes 0.583186 1.068192 4.86e-01 243 yes 0.066398 0.345237 7.93e-01 244 no 0.127390 0.000000 6.33e-02 245 yes 0.781724 0.386347 6.41e-01 246 yes 0.354820 -0.184444 5.10e-01 247 no 0.144813 0.000000 2.07e-01 248 yes 0.822471 0.930472 8.05e-01 249 yes 0.372279 0.228228 9.54e-01 250 no 0.724628 0.000000 2.44e-01 251 yes 0.065970 1.246863 2.67e-01 252 no 0.204701 0.000000 9.05e-01 253 yes 0.868447 1.439987 4.86e-01 254 yes 0.813058 -0.891437 8.57e-01 255 no 0.411565 0.000000 6.35e-01 256 no 0.967477 0.000000 5.48e-01 257 yes 0.900235 1.453142 7.10e-01 258 yes 0.614429 -0.037852 4.39e-01 259 yes 0.777856 0.909576 8.79e-01 260 yes 0.927872 -1.051262 1.41e-01 261 yes 0.482007 -0.397924 2.13e-01 262 no 0.491719 0.000000 6.49e-01 263 yes 0.244483 -0.622758 7.00e-01 264 yes 0.784610 -1.254193 4.77e-01 265 yes 0.657688 -1.012159 4.40e-01 266 yes 0.371390 -0.212062 1.86e-01 267 no 0.124354 0.000000 6.25e-01 268 yes 0.995900 1.146175 9.79e-02 269 yes 0.640384 -0.250572 8.07e-01 270 yes 0.522826 0.533360 5.91e-02 271 yes 0.731829 -0.260255 3.44e-01 272 yes 0.869281 0.199302 8.85e-01 273 yes 0.718976 -1.398668 9.61e-01 274 yes 0.630119 0.269103 3.31e-01 275 yes 0.252741 1.692463 6.41e-01 276 no 0.827597 0.000000 1.84e-02 277 no 0.890787 0.000000 9.48e-01 278 yes 0.965543 0.997036 4.79e-01 279 yes 0.826873 1.264643 5.31e-01 280 yes 0.215906 -1.099359 6.95e-01 281 yes 0.926515 -1.346094 4.06e-01 282 yes 0.090578 -0.457487 3.50e-01 283 yes 0.190945 -1.681772 3.44e-01 284 yes 0.760310 -0.984138 8.12e-01 285 yes 0.840379 0.456351 5.50e-01 286 yes 0.377423 -0.389069 5.36e-01 287 no 0.410489 0.000000 3.54e-01 288 no 0.830785 0.000000 3.40e-01 289 yes 0.812386 0.617306 5.37e-01 290 yes 0.613837 0.638943 9.71e-01 291 no 0.489654 0.000000 1.54e-01 292 yes 0.917061 1.347325 3.51e-02 293 yes 0.582495 0.219458 6.30e-01 294 yes 0.189038 -2.326326 8.41e-02 295 no 0.149159 0.000000 4.68e-01 296 yes 0.964458 -0.864601 3.09e-01 297 yes 0.820210 0.140135 5.68e-01 298 yes 0.314763 -0.201299 5.31e-01 299 no 0.068197 0.000000 4.11e-01 300 yes 0.155799 -0.736373 3.47e-01 301 no 0.731995 0.000000 3.41e-01 302 yes 0.595151 1.415052 9.51e-01 303 yes 0.468341 -0.463602 5.92e-01 304 yes 0.444612 -0.097719 7.20e-01 305 no 0.076187 0.000000 6.82e-01 306 no 0.580288 0.000000 3.88e-01 307 no 0.032957 0.000000 1.29e-01 308 yes 0.293666 1.377448 5.90e-02 309 yes 0.011840 0.697738 6.25e-01 310 yes 0.796230 0.058969 2.09e-01 311 yes 0.807689 1.855859 9.40e-01 312 yes 0.625780 0.904374 1.44e-01 313 yes 0.354249 0.439254 3.90e-01 314 yes 0.315840 -0.239065 2.78e-02 315 yes 0.862566 2.529712 7.57e-01 316 yes 0.000776 1.077710 6.62e-01 317 no 0.150517 0.000000 8.07e-01 318 yes 0.382282 1.336416 9.26e-01 319 no 0.657893 0.000000 7.25e-01 320 no 0.943171 0.000000 1.84e-01 321 yes 0.286720 -1.313218 2.71e-01 322 yes 0.914802 0.578989 8.14e-01 323 yes 0.320313 -0.848163 1.10e-01 324 yes 0.611044 -0.820087 7.43e-01 325 yes 0.723512 -1.592614 8.43e-02 326 no 0.729437 0.000000 8.97e-02 327 yes 0.926635 0.763611 4.43e-01 328 yes 0.899928 0.594777 3.58e-01 329 yes 0.706051 -0.406680 5.20e-02 330 yes 0.444825 -0.302192 3.06e-01 331 no 0.476005 0.000000 8.11e-01 332 yes 0.613797 1.684104 5.83e-01 333 yes 0.851016 1.049803 9.00e-01 334 no 0.714213 0.000000 6.38e-01 335 yes 0.477473 1.530328 1.09e-01 336 yes 0.973214 0.948024 3.49e-01 337 yes 0.484440 -2.361091 1.77e-02 338 no 0.375461 0.000000 8.88e-01 339 yes 0.601664 -0.681764 5.21e-03 340 yes 0.869513 -0.729883 8.82e-01 341 no 0.575899 0.000000 4.92e-01 342 no 0.988708 0.000000 9.45e-01 343 yes 0.509611 0.057524 4.85e-01 344 yes 0.017168 0.356414 8.01e-01 345 no 0.240062 0.000000 7.35e-01 346 yes 0.738800 2.254545 9.87e-01 347 yes 0.359723 0.060330 4.73e-01 348 no 0.224434 0.000000 3.75e-01 349 yes 0.262102 -0.018221 1.86e-01 350 yes 0.116843 1.046568 1.81e-01 351 yes 0.605199 0.217731 9.87e-02 352 yes 0.453626 0.784730 3.97e-01 353 no 0.457706 0.000000 4.84e-01 354 yes 0.268972 0.741047 9.20e-01 355 no 0.904528 0.000000 6.85e-01 356 yes 0.949882 -0.638574 1.55e-01 357 yes 0.593489 -0.342828 6.28e-01 358 yes 0.889692 -1.516542 5.83e-01 359 no 0.614279 0.000000 9.90e-01 360 yes 0.493802 -2.288684 6.90e-01 361 yes 0.307386 1.465520 9.87e-01 362 no 0.792197 0.000000 6.65e-01 363 yes 0.210543 -0.319092 4.47e-01 364 yes 0.669896 -0.672872 3.52e-01 365 yes 0.874532 -0.475379 1.60e-01 366 yes 0.944096 0.820990 7.27e-03 367 yes 0.951303 0.589749 3.66e-01 368 yes 0.351247 -0.860782 2.84e-01 369 yes 0.901272 -0.450403 7.62e-01 370 yes 0.991360 0.602718 8.24e-01 371 no 0.646262 0.000000 9.70e-01 372 yes 0.532401 0.910975 3.74e-01 373 no 0.290469 0.000000 3.34e-01 374 yes 0.080120 0.370006 4.18e-01 375 no 0.172572 0.000000 7.16e-01 376 no 0.600374 0.000000 7.98e-01 377 yes 0.723804 1.267802 1.18e-01 378 yes 0.046465 -1.597712 9.51e-01 379 yes 0.307511 -0.946089 9.04e-01 380 yes 0.266372 0.812979 7.39e-01 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0.081995 0.000000 9.27e-01 1129 yes 0.571712 0.690238 7.42e-01 1130 yes 0.636956 2.087255 8.90e-01 1131 yes 0.093790 -0.474740 2.39e-01 1132 yes 0.840167 0.345380 2.13e-02 1133 yes 0.818360 0.993005 5.61e-01 1134 yes 0.426633 -1.574798 3.45e-01 1135 yes 0.593944 0.017932 7.70e-02 1136 yes 0.302869 -0.373499 1.23e-01 1137 yes 0.871691 1.528657 9.34e-01 1138 no 0.511974 0.000000 3.16e-01 1139 yes 0.231226 0.046110 9.44e-01 1140 yes 0.778815 0.965605 9.00e-03 1141 yes 0.937271 1.108408 6.14e-01 1142 yes 0.906166 -1.148502 1.92e-01 1143 yes 0.985515 0.382460 9.56e-01 1144 no 0.396375 0.000000 6.49e-01 1145 yes 0.690670 -0.617445 9.02e-01 1146 no 0.326909 0.000000 4.88e-01 1147 yes 0.788131 -0.240651 8.02e-01 1148 no 0.594335 0.000000 9.43e-01 1149 yes 0.318708 0.354412 6.37e-01 1150 no 0.532683 0.000000 6.65e-01 1151 yes 0.826271 1.086050 4.98e-01 1152 yes 0.685246 1.069387 7.52e-01 1153 yes 0.058789 0.238421 4.76e-01 1154 no 0.023137 0.000000 5.46e-01 1155 no 0.933285 0.000000 5.25e-01 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0.549088 9.39e-01 1185 yes 0.417845 -0.831404 4.45e-01 1186 no 0.230674 0.000000 3.24e-01 1187 yes 0.174269 0.801715 3.59e-03 1188 yes 0.065058 0.392107 6.35e-01 1189 yes 0.755678 -0.166182 2.79e-01 1190 no 0.788368 0.000000 1.06e-01 1191 no 0.221079 0.000000 6.43e-01 1192 no 0.206801 0.000000 9.56e-01 1193 yes 0.834306 -0.470698 6.76e-01 1194 yes 0.491413 0.131227 3.08e-01 1195 yes 0.934016 -0.063573 2.35e-02 1196 no 0.793881 0.000000 1.71e-02 1197 yes 0.272077 0.940430 8.15e-02 1198 no 0.817417 0.000000 2.32e-01 1199 yes 0.460525 -0.751076 3.89e-01 1200 yes 0.840547 -0.724261 7.82e-01 1201 yes 0.810492 -0.555142 6.70e-02 1202 yes 0.852762 -0.252246 3.01e-01 1203 yes 0.347435 0.099955 9.71e-01 1204 no 0.395652 0.000000 3.43e-01 1205 no 0.091062 0.000000 5.73e-01 1206 no 0.824131 0.000000 9.84e-01 1207 yes 0.040366 0.612326 8.58e-01 1208 yes 0.939465 0.566979 5.45e-01 1209 yes 0.917057 0.941110 3.13e-01 1210 yes 0.677437 -0.841137 9.72e-01 1211 yes 0.617991 -0.792965 7.06e-01 1212 yes 0.761313 0.635599 3.30e-01 1213 yes 0.471506 1.383109 8.56e-01 1214 yes 0.878633 0.316121 8.09e-02 1215 yes 0.826749 -0.979659 6.08e-02 1216 yes 0.957349 -0.938962 1.56e-02 1217 yes 0.579115 -0.833585 3.95e-01 1218 no 0.108917 0.000000 1.48e-01 1219 no 0.394469 0.000000 2.76e-01 1220 yes 0.927006 -0.510713 1.07e-02 1221 no 0.119443 0.000000 4.24e-01 1222 yes 0.380255 1.212670 5.91e-01 1223 no 0.354670 0.000000 6.57e-01 1224 yes 0.748046 0.618812 5.30e-01 1225 yes 0.002912 -1.457808 2.67e-01 1226 yes 0.614402 -0.183998 8.13e-01 1227 yes 0.798064 0.234666 9.26e-01 1228 yes 0.857805 0.212013 3.07e-01 1229 yes 0.898124 -0.063431 7.63e-01 1230 yes 0.062368 0.918885 3.72e-01 1231 no 0.058074 0.000000 5.64e-02 1232 yes 0.411463 1.160218 7.04e-02 1233 yes 0.649342 0.190901 2.98e-02 1234 no 0.119358 0.000000 8.47e-01 1235 yes 0.350703 -0.173457 6.97e-01 1236 yes 0.910819 0.598855 4.86e-01 1237 no 0.228441 0.000000 6.36e-01 1238 no 0.827462 0.000000 5.64e-01 1239 no 0.517301 0.000000 7.34e-01 1240 yes 0.914241 -0.447634 4.23e-02 1241 yes 0.692315 -0.182448 2.56e-01 1242 yes 0.447995 -1.740836 2.61e-03 1243 yes 0.814192 1.133766 8.19e-01 1244 no 0.346994 0.000000 7.06e-01 1246 yes 0.426671 -0.776527 7.05e-01 1247 yes 0.482421 0.274405 3.88e-01 1248 no 0.294460 0.000000 6.62e-01 1249 yes 0.526773 1.069294 1.33e-01 1250 no 0.744560 0.000000 2.98e-01 1251 no 0.160968 0.000000 9.34e-01 1252 yes 0.589643 0.247797 3.18e-01 1253 yes 0.073575 0.531684 5.62e-01 1254 yes 0.119947 0.419875 9.39e-01 1255 yes 0.672205 0.534359 8.82e-01 1256 yes 0.324614 -0.491564 3.61e-01 1257 yes 0.751340 1.115015 3.32e-01 1258 yes 0.991053 -1.044971 3.04e-01 1259 no 0.481929 0.000000 4.95e-01 1260 yes 0.098628 1.982787 7.81e-01 1261 no 0.070115 0.000000 3.75e-01 1262 yes 0.557473 1.355952 8.83e-01 1263 no 0.629737 0.000000 9.12e-01 1264 no 0.848785 0.000000 4.03e-01 1265 no 0.031224 0.000000 9.20e-02 1266 yes 0.082447 -0.808635 7.89e-01 1267 yes 0.738866 0.039289 9.71e-01 1268 yes 0.322283 -0.468634 2.73e-01 1269 yes 0.300177 0.000755 7.46e-01 1270 no 0.050105 0.000000 8.41e-01 1271 yes 0.309589 -1.785417 6.18e-01 1272 yes 0.358594 -0.875416 8.83e-02 1273 yes 0.348437 -0.447544 5.19e-01 1274 yes 0.601055 0.332889 8.90e-01 1275 yes 0.468972 -0.846632 8.45e-01 1276 yes 0.939321 0.100197 3.84e-01 1277 yes 0.182720 1.086293 7.21e-01 1278 yes 0.810391 0.104305 5.54e-01 1279 yes 0.565308 2.176693 8.56e-01 1280 yes 0.669610 -0.071392 8.20e-01 1281 yes 0.453847 -0.060598 1.85e-01 1282 no 0.187366 0.000000 2.60e-01 1283 yes 0.363841 0.026189 6.74e-01 1284 no 0.026943 0.000000 5.43e-01 1285 no 0.385911 0.000000 6.48e-01 1286 yes 0.730467 -0.833203 2.48e-01 1287 yes 0.127338 0.675476 9.77e-01 1288 yes 0.884167 1.139950 6.66e-01 1289 yes 0.498256 -0.039880 1.45e-01 1290 yes 0.986774 0.529497 9.39e-01 1291 yes 0.817057 1.201447 7.67e-01 1292 yes 0.220623 -1.196162 2.68e-01 1293 yes 0.532961 0.220995 1.77e-02 1294 yes 0.739878 -0.338407 8.42e-02 1295 yes 0.751159 -0.550690 6.38e-01 1296 yes 0.137825 0.321272 4.36e-01 1297 yes 0.506187 0.699634 2.59e-01 1298 no 0.332086 0.000000 4.56e-01 1299 yes 0.111875 -0.510414 1.18e-01 1300 yes 0.407093 1.950060 8.52e-01 1301 no 0.330921 0.000000 8.23e-01 1302 no 0.322284 0.000000 4.79e-01 1303 no 0.795765 0.000000 4.22e-01 1304 no 0.762068 0.000000 5.78e-01 1305 yes 0.833399 -0.310608 2.73e-01 1306 no 0.339681 0.000000 4.63e-01 1307 no 0.355664 0.000000 4.13e-01 1308 no 0.368283 0.000000 6.01e-01 1309 yes 0.914136 0.119598 6.28e-01 1310 no 0.738111 0.000000 4.79e-01 1311 yes 0.303225 -0.242623 9.10e-01 1312 no 0.122754 0.000000 1.57e-01 1313 yes 0.500535 -0.167995 3.72e-01 1314 yes 0.872826 0.932647 9.05e-01 1315 yes 0.587144 -0.483555 5.57e-01 1316 yes 0.230900 2.747026 7.18e-01 1317 no 0.445768 0.000000 7.28e-01 1318 no 0.946639 0.000000 4.42e-01 1319 yes 0.040310 -0.348687 4.47e-01 1320 yes 0.849141 -0.582234 5.53e-01 1321 yes 0.434614 -0.286665 1.02e-01 1322 yes 0.407976 1.130069 3.81e-01 1323 yes 0.995306 1.401692 2.36e-01 1324 yes 0.700984 0.498274 4.77e-01 1325 no 0.306757 0.000000 4.79e-01 1326 no 0.625869 0.000000 4.98e-01 1327 no 0.599400 0.000000 7.57e-01 1328 yes 0.498713 0.210815 9.90e-02 1329 yes 0.210748 -0.581128 7.75e-02 1330 yes 0.595758 0.468377 2.58e-01 1331 yes 0.293020 0.807023 6.20e-01 1332 no 0.153539 0.000000 2.29e-01 1333 yes 0.109461 -1.478383 7.81e-01 1334 yes 0.737596 2.914899 7.52e-01 1335 yes 0.881946 -0.023258 9.67e-01 1336 yes 0.206524 1.069598 6.05e-01 1337 no 0.079016 0.000000 5.19e-01 1338 yes 0.603401 -0.059562 2.78e-02 1339 yes 0.482093 -1.944897 3.13e-01 1340 yes 0.882998 0.714360 1.45e-01 1341 yes 0.300900 0.770056 7.03e-01 1342 no 0.578831 0.000000 3.39e-03 1343 yes 0.220979 -0.428109 9.37e-02 1344 no 0.125826 0.000000 8.68e-02 1345 yes 0.014818 -1.157609 6.34e-01 1346 no 0.192910 0.000000 7.21e-01 1347 no 0.152012 0.000000 8.53e-01 1348 yes 0.095781 -0.633793 9.25e-01 1349 no 0.462122 0.000000 6.05e-01 1350 yes 0.961331 -1.623128 1.25e-01 1351 yes 0.579764 0.288778 1.86e-01 1352 no 0.960114 0.000000 2.79e-01 1353 yes 0.154727 -0.737841 7.80e-01 1354 yes 0.574813 -0.378516 2.90e-01 1355 yes 0.815290 2.015771 7.82e-01 1356 yes 0.712922 2.071908 6.74e-01 1357 yes 0.397870 0.558660 5.93e-01 1358 yes 0.489197 0.523170 3.62e-01 1359 yes 0.817123 0.122394 1.46e-01 1360 yes 0.540780 1.004052 6.69e-01 1361 yes 0.107235 0.982341 8.83e-01 1362 no 0.132108 0.000000 3.14e-01 1363 no 0.153065 0.000000 2.37e-02 1364 yes 0.065027 0.629363 7.95e-01 1365 no 0.483654 0.000000 3.64e-01 1366 yes 0.760225 0.534813 2.24e-01 1367 no 0.333536 0.000000 4.30e-01 1368 no 0.049950 0.000000 5.66e-01 1369 no 0.912432 0.000000 3.74e-01 1370 no 0.046383 0.000000 8.46e-01 1371 yes 0.856194 -0.664340 1.20e-01 1372 no 0.233366 0.000000 4.45e-01 1373 yes 0.952240 0.364527 7.89e-02 1374 yes 0.990155 0.943244 7.27e-01 1375 yes 0.243070 -0.353848 6.74e-01 1376 no 0.428494 0.000000 6.25e-01 1377 yes 0.012872 1.391432 3.00e-01 1378 yes 0.385140 -0.593739 2.99e-01 1379 no 0.070363 0.000000 3.32e-01 1380 yes 0.966557 -1.118993 4.85e-01 1381 yes 0.215328 1.227596 9.31e-01 1382 yes 0.751563 -0.393655 6.37e-01 1383 yes 0.611462 -0.443750 1.64e-02 1384 yes 0.377467 1.060704 6.25e-01 1385 yes 0.618642 1.123630 6.55e-01 1386 yes 0.872494 -0.317635 9.61e-01 1387 yes 0.948280 -1.262779 8.86e-01 1388 no 0.123024 0.000000 4.62e-01 1389 no 0.458756 0.000000 3.95e-01 1390 yes 0.439592 -0.433959 3.13e-01 1391 yes 0.637768 0.396823 7.59e-01 1392 yes 0.440200 0.331925 4.78e-01 1393 no 0.818042 0.000000 4.84e-01 1394 yes 0.615337 -1.229748 1.85e-01 1395 yes 0.910098 0.778558 9.90e-01 1396 no 0.136347 0.000000 4.76e-01 1397 yes 0.371491 -0.084925 1.68e-01 1398 yes 0.617403 0.744060 7.91e-01 1399 yes 0.919919 0.154078 2.30e-01 1400 yes 0.796926 0.236573 9.98e-02 1401 yes 0.878043 0.302838 7.95e-01 1402 no 0.190899 0.000000 5.96e-01 1403 yes 0.888961 0.643364 1.03e-01 1404 yes 0.316426 1.535946 5.74e-01 1405 yes 0.470984 0.443485 7.97e-01 1406 no 0.126351 0.000000 3.67e-01 1407 no 0.142451 0.000000 8.27e-01 1408 no 0.917732 0.000000 5.59e-01 1409 yes 0.261741 0.439594 9.81e-01 1410 yes 0.092273 0.491370 9.91e-01 1411 no 0.171608 0.000000 1.07e-01 1412 no 0.690615 0.000000 3.16e-01 1413 no 0.555287 0.000000 4.18e-02 1414 yes 0.385399 0.678442 4.94e-01 1415 yes 0.812942 0.700144 7.91e-01 1416 yes 0.742913 0.053685 5.10e-01 1417 yes 0.939125 0.725102 8.08e-01 1418 yes 0.708804 0.681953 4.90e-01 1419 yes 0.562233 -0.624907 9.31e-02 1420 yes 0.171985 -0.888302 3.93e-01 1421 yes 0.984131 1.050228 6.80e-01 1422 yes 0.607010 0.455034 6.73e-01 1423 yes 0.444297 0.731628 2.15e-01 1424 yes 0.151221 -0.003946 9.07e-01 1425 no 0.423487 0.000000 1.50e-01 1426 yes 0.606379 0.472311 1.67e-01 1427 no 0.631305 0.000000 2.66e-01 1428 no 0.120983 0.000000 2.30e-01 1429 no 0.054847 0.000000 9.03e-01 1430 yes 0.325000 0.554082 5.93e-01 1431 no 0.744398 0.000000 9.01e-01 1432 yes 0.719263 1.348900 8.44e-01 1433 yes 0.738688 1.584936 9.79e-01 1434 yes 0.968810 -0.467015 1.15e-01 1435 yes 0.933350 0.192353 4.43e-01 1436 no 0.705963 0.000000 4.03e-01 1437 no 0.191769 0.000000 6.05e-01 1438 no 0.289458 0.000000 1.86e-01 1439 yes 0.900601 -0.597237 6.22e-02 1440 no 0.015150 0.000000 7.02e-01 1441 yes 0.701705 -0.441979 6.02e-01 1442 no 0.043988 0.000000 3.26e-01 1443 yes 0.186408 -1.099597 2.43e-01 1444 yes 0.479164 -0.191955 3.20e-01 1445 no 0.179717 0.000000 1.16e-01 1446 yes 0.345946 0.448885 5.75e-01 1447 no 0.134091 0.000000 7.99e-01 1448 yes 0.889926 -1.425599 9.67e-01 1450 yes 0.463500 0.913664 8.35e-02 1451 yes 0.784654 0.749116 6.50e-02 1452 no 0.162540 0.000000 5.63e-01 1453 yes 0.247296 -0.818929 9.60e-01 1454 yes 0.229296 -0.081589 4.20e-01 1455 yes 0.245514 -0.417334 5.53e-01 1456 yes 0.671250 0.249673 2.94e-01 1457 yes 0.154092 0.436768 5.01e-01 1458 yes 0.642261 2.293360 9.80e-01 1459 yes 0.899543 1.073819 9.22e-01 1460 yes 0.730044 0.490502 1.38e-01 1461 yes 0.291264 -0.785221 7.62e-01 1462 yes 0.419342 -2.193199 2.76e-01 1463 yes 0.283556 1.575090 8.74e-01 1464 yes 0.546623 -0.522755 5.97e-01 1465 no 0.240689 0.000000 4.28e-01 1466 yes 0.391986 -1.885314 2.86e-02 1467 yes 0.876796 -1.252577 8.79e-02 1468 no 0.563164 0.000000 8.24e-01 1469 no 0.587189 0.000000 8.15e-01 1470 yes 0.976345 -1.080738 1.54e-01 1471 yes 0.759629 0.569971 6.49e-01 1472 yes 0.523714 0.053731 3.47e-01 1473 yes 0.265373 0.180899 7.28e-01 1475 yes 0.373336 0.659722 1.24e-01 1476 no 0.722335 0.000000 6.26e-01 1477 no 0.640445 0.000000 8.56e-01 1478 yes 0.061314 -0.538967 6.29e-01 1479 yes 0.174723 0.117249 6.81e-01 1480 yes 0.163340 0.939229 9.31e-01 1481 no 0.158002 0.000000 2.47e-01 1482 yes 0.780086 -0.662136 2.93e-01 1483 yes 0.462311 1.557748 3.51e-01 1484 yes 0.150422 0.519739 9.40e-01 1485 yes 0.975447 1.537844 2.77e-01 1486 yes 0.807359 1.543004 3.55e-01 1487 yes 0.141333 -0.427239 6.94e-01 1488 yes 0.895440 -0.304703 6.01e-03 1489 yes 0.559424 -1.771704 2.11e-01 1490 yes 0.115955 -0.118686 2.57e-01 1491 yes 0.930465 0.329925 9.59e-01 1492 no 0.589973 0.000000 8.30e-01 1493 yes 0.135168 1.250265 1.55e-01 1494 no 0.678312 0.000000 6.36e-01 1495 yes 0.115044 0.771736 3.45e-01 1496 yes 0.067782 -0.230666 3.49e-01 1497 yes 0.325579 -2.427952 1.17e-02 1498 no 0.091045 0.000000 7.18e-01 1499 no 0.002380 0.000000 5.65e-01 1500 no 0.342001 0.000000 7.16e-01 > > # the case without intercepts (by Lucas Salazar) > cat("Now run tobit2 without intercepts\n") Now run tobit2 without intercepts > print( coef( selection( ys ~ xs - 1, yo ~ xo - 1, data = t2Dat ) ) ) S:xs O:xo sigma rho 1.047 0.994 1.043 -0.734 > # return just the model.frame > selection( ys ~ xs - 1, yo ~ xo - 1, method = "model.frame", data = t2Dat ) ys xs yo xo 1 FALSE 0.989783 0.000000 1.68e-01 2 FALSE 0.505087 0.000000 6.69e-01 3 TRUE 0.660520 1.073538 7.40e-02 4 TRUE 0.446553 0.277669 9.57e-01 5 TRUE 0.679088 0.514863 4.65e-01 6 TRUE 0.111979 -1.166862 3.26e-03 7 TRUE 0.886227 1.026520 3.90e-01 8 TRUE 0.977813 1.253367 7.67e-01 9 TRUE 0.832613 -0.811407 4.12e-01 10 FALSE 0.194162 0.000000 1.66e-02 11 TRUE 0.057271 -1.240127 4.20e-01 12 FALSE 0.066386 0.000000 2.35e-01 13 TRUE 0.901849 2.105005 3.55e-01 14 FALSE 0.573553 0.000000 5.59e-01 15 TRUE 0.778747 0.611808 6.03e-01 16 TRUE 0.448250 1.302476 6.31e-01 17 TRUE 0.211147 1.020542 9.66e-01 18 TRUE 0.467604 0.747480 6.82e-01 19 TRUE 0.884227 -0.693961 3.92e-01 21 FALSE 0.291558 0.000000 6.52e-01 22 FALSE 0.944124 0.000000 2.15e-01 23 TRUE 0.000718 0.303178 8.01e-01 24 TRUE 0.180530 -0.095986 7.98e-01 25 TRUE 0.844751 -1.014999 5.25e-01 26 FALSE 0.297492 0.000000 9.13e-01 27 TRUE 0.602188 -0.571884 3.91e-01 28 TRUE 0.128961 0.053349 3.69e-03 29 TRUE 0.669585 1.842216 7.92e-01 30 TRUE 0.022208 -0.472111 4.78e-01 31 FALSE 0.209919 0.000000 9.67e-01 32 TRUE 0.799710 -1.409985 7.03e-02 33 FALSE 0.104068 0.000000 8.01e-01 35 FALSE 0.576175 0.000000 3.65e-01 36 FALSE 0.112046 0.000000 7.64e-01 37 TRUE 0.919603 0.698178 2.47e-01 38 TRUE 0.046812 -2.246761 2.36e-01 39 TRUE 0.091645 -0.575155 1.31e-01 40 TRUE 0.757409 0.548202 4.33e-01 41 TRUE 0.521674 -0.118017 4.89e-01 42 TRUE 0.695780 -1.918590 2.86e-02 43 TRUE 0.027685 -1.146606 9.20e-01 44 TRUE 0.475480 -0.233626 6.04e-01 45 TRUE 0.279100 -1.972850 3.71e-02 46 FALSE 0.055972 0.000000 3.14e-01 47 FALSE 0.351218 0.000000 8.37e-01 48 TRUE 0.452381 0.583286 2.58e-01 49 TRUE 0.372675 0.382007 7.77e-02 50 FALSE 0.437870 0.000000 6.61e-01 51 TRUE 0.720631 1.658814 9.37e-01 52 FALSE 0.572837 0.000000 5.50e-01 53 FALSE 0.444619 0.000000 3.68e-01 54 TRUE 0.216880 -1.133941 5.81e-01 55 FALSE 0.450523 0.000000 6.69e-01 56 TRUE 0.084512 -0.828643 3.91e-01 57 TRUE 0.191213 0.496100 3.71e-01 58 FALSE 0.292087 0.000000 2.70e-01 59 FALSE 0.334195 0.000000 5.19e-02 60 FALSE 0.138324 0.000000 6.79e-01 61 TRUE 0.430113 -2.122178 4.31e-01 62 TRUE 0.692418 1.882748 6.90e-01 63 FALSE 0.059491 0.000000 8.57e-01 64 TRUE 0.294987 0.825812 8.95e-01 65 TRUE 0.059226 0.170902 7.70e-01 66 FALSE 0.078643 0.000000 3.77e-01 67 TRUE 0.889073 0.773961 5.66e-01 68 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0.574813 -0.378516 2.90e-01 1355 TRUE 0.815290 2.015771 7.82e-01 1356 TRUE 0.712922 2.071908 6.74e-01 1357 TRUE 0.397870 0.558660 5.93e-01 1358 TRUE 0.489197 0.523170 3.62e-01 1359 TRUE 0.817123 0.122394 1.46e-01 1360 TRUE 0.540780 1.004052 6.69e-01 1361 TRUE 0.107235 0.982341 8.83e-01 1362 FALSE 0.132108 0.000000 3.14e-01 1363 FALSE 0.153065 0.000000 2.37e-02 1364 TRUE 0.065027 0.629363 7.95e-01 1365 FALSE 0.483654 0.000000 3.64e-01 1366 TRUE 0.760225 0.534813 2.24e-01 1367 FALSE 0.333536 0.000000 4.30e-01 1368 FALSE 0.049950 0.000000 5.66e-01 1369 FALSE 0.912432 0.000000 3.74e-01 1370 FALSE 0.046383 0.000000 8.46e-01 1371 TRUE 0.856194 -0.664340 1.20e-01 1372 FALSE 0.233366 0.000000 4.45e-01 1373 TRUE 0.952240 0.364527 7.89e-02 1374 TRUE 0.990155 0.943244 7.27e-01 1375 TRUE 0.243070 -0.353848 6.74e-01 1376 FALSE 0.428494 0.000000 6.25e-01 1377 TRUE 0.012872 1.391432 3.00e-01 1378 TRUE 0.385140 -0.593739 2.99e-01 1379 FALSE 0.070363 0.000000 3.32e-01 1380 TRUE 0.966557 -1.118993 4.85e-01 1381 TRUE 0.215328 1.227596 9.31e-01 1382 TRUE 0.751563 -0.393655 6.37e-01 1383 TRUE 0.611462 -0.443750 1.64e-02 1384 TRUE 0.377467 1.060704 6.25e-01 1385 TRUE 0.618642 1.123630 6.55e-01 1386 TRUE 0.872494 -0.317635 9.61e-01 1387 TRUE 0.948280 -1.262779 8.86e-01 1388 FALSE 0.123024 0.000000 4.62e-01 1389 FALSE 0.458756 0.000000 3.95e-01 1390 TRUE 0.439592 -0.433959 3.13e-01 1391 TRUE 0.637768 0.396823 7.59e-01 1392 TRUE 0.440200 0.331925 4.78e-01 1393 FALSE 0.818042 0.000000 4.84e-01 1394 TRUE 0.615337 -1.229748 1.85e-01 1395 TRUE 0.910098 0.778558 9.90e-01 1396 FALSE 0.136347 0.000000 4.76e-01 1397 TRUE 0.371491 -0.084925 1.68e-01 1398 TRUE 0.617403 0.744060 7.91e-01 1399 TRUE 0.919919 0.154078 2.30e-01 1400 TRUE 0.796926 0.236573 9.98e-02 1401 TRUE 0.878043 0.302838 7.95e-01 1402 FALSE 0.190899 0.000000 5.96e-01 1403 TRUE 0.888961 0.643364 1.03e-01 1404 TRUE 0.316426 1.535946 5.74e-01 1405 TRUE 0.470984 0.443485 7.97e-01 1406 FALSE 0.126351 0.000000 3.67e-01 1407 FALSE 0.142451 0.000000 8.27e-01 1408 FALSE 0.917732 0.000000 5.59e-01 1409 TRUE 0.261741 0.439594 9.81e-01 1410 TRUE 0.092273 0.491370 9.91e-01 1411 FALSE 0.171608 0.000000 1.07e-01 1412 FALSE 0.690615 0.000000 3.16e-01 1413 FALSE 0.555287 0.000000 4.18e-02 1414 TRUE 0.385399 0.678442 4.94e-01 1415 TRUE 0.812942 0.700144 7.91e-01 1416 TRUE 0.742913 0.053685 5.10e-01 1417 TRUE 0.939125 0.725102 8.08e-01 1418 TRUE 0.708804 0.681953 4.90e-01 1419 TRUE 0.562233 -0.624907 9.31e-02 1420 TRUE 0.171985 -0.888302 3.93e-01 1421 TRUE 0.984131 1.050228 6.80e-01 1422 TRUE 0.607010 0.455034 6.73e-01 1423 TRUE 0.444297 0.731628 2.15e-01 1424 TRUE 0.151221 -0.003946 9.07e-01 1425 FALSE 0.423487 0.000000 1.50e-01 1426 TRUE 0.606379 0.472311 1.67e-01 1427 FALSE 0.631305 0.000000 2.66e-01 1428 FALSE 0.120983 0.000000 2.30e-01 1429 FALSE 0.054847 0.000000 9.03e-01 1430 TRUE 0.325000 0.554082 5.93e-01 1431 FALSE 0.744398 0.000000 9.01e-01 1432 TRUE 0.719263 1.348900 8.44e-01 1433 TRUE 0.738688 1.584936 9.79e-01 1434 TRUE 0.968810 -0.467015 1.15e-01 1435 TRUE 0.933350 0.192353 4.43e-01 1436 FALSE 0.705963 0.000000 4.03e-01 1437 FALSE 0.191769 0.000000 6.05e-01 1438 FALSE 0.289458 0.000000 1.86e-01 1439 TRUE 0.900601 -0.597237 6.22e-02 1440 FALSE 0.015150 0.000000 7.02e-01 1441 TRUE 0.701705 -0.441979 6.02e-01 1442 FALSE 0.043988 0.000000 3.26e-01 1443 TRUE 0.186408 -1.099597 2.43e-01 1444 TRUE 0.479164 -0.191955 3.20e-01 1445 FALSE 0.179717 0.000000 1.16e-01 1446 TRUE 0.345946 0.448885 5.75e-01 1447 FALSE 0.134091 0.000000 7.99e-01 1448 TRUE 0.889926 -1.425599 9.67e-01 1450 TRUE 0.463500 0.913664 8.35e-02 1451 TRUE 0.784654 0.749116 6.50e-02 1452 FALSE 0.162540 0.000000 5.63e-01 1453 TRUE 0.247296 -0.818929 9.60e-01 1454 TRUE 0.229296 -0.081589 4.20e-01 1455 TRUE 0.245514 -0.417334 5.53e-01 1456 TRUE 0.671250 0.249673 2.94e-01 1457 TRUE 0.154092 0.436768 5.01e-01 1458 TRUE 0.642261 2.293360 9.80e-01 1459 TRUE 0.899543 1.073819 9.22e-01 1460 TRUE 0.730044 0.490502 1.38e-01 1461 TRUE 0.291264 -0.785221 7.62e-01 1462 TRUE 0.419342 -2.193199 2.76e-01 1463 TRUE 0.283556 1.575090 8.74e-01 1464 TRUE 0.546623 -0.522755 5.97e-01 1465 FALSE 0.240689 0.000000 4.28e-01 1466 TRUE 0.391986 -1.885314 2.86e-02 1467 TRUE 0.876796 -1.252577 8.79e-02 1468 FALSE 0.563164 0.000000 8.24e-01 1469 FALSE 0.587189 0.000000 8.15e-01 1470 TRUE 0.976345 -1.080738 1.54e-01 1471 TRUE 0.759629 0.569971 6.49e-01 1472 TRUE 0.523714 0.053731 3.47e-01 1473 TRUE 0.265373 0.180899 7.28e-01 1475 TRUE 0.373336 0.659722 1.24e-01 1476 FALSE 0.722335 0.000000 6.26e-01 1477 FALSE 0.640445 0.000000 8.56e-01 1478 TRUE 0.061314 -0.538967 6.29e-01 1479 TRUE 0.174723 0.117249 6.81e-01 1480 TRUE 0.163340 0.939229 9.31e-01 1481 FALSE 0.158002 0.000000 2.47e-01 1482 TRUE 0.780086 -0.662136 2.93e-01 1483 TRUE 0.462311 1.557748 3.51e-01 1484 TRUE 0.150422 0.519739 9.40e-01 1485 TRUE 0.975447 1.537844 2.77e-01 1486 TRUE 0.807359 1.543004 3.55e-01 1487 TRUE 0.141333 -0.427239 6.94e-01 1488 TRUE 0.895440 -0.304703 6.01e-03 1489 TRUE 0.559424 -1.771704 2.11e-01 1490 TRUE 0.115955 -0.118686 2.57e-01 1491 TRUE 0.930465 0.329925 9.59e-01 1492 FALSE 0.589973 0.000000 8.30e-01 1493 TRUE 0.135168 1.250265 1.55e-01 1494 FALSE 0.678312 0.000000 6.36e-01 1495 TRUE 0.115044 0.771736 3.45e-01 1496 TRUE 0.067782 -0.230666 3.49e-01 1497 TRUE 0.325579 -2.427952 1.17e-02 1498 FALSE 0.091045 0.000000 7.18e-01 1499 FALSE 0.002380 0.000000 5.65e-01 1500 FALSE 0.342001 0.000000 7.16e-01 > > ## Raphael Abiry: does 'start' argument work? > init <- coef(testTobit2Ml) > testTobit2MlStart <- selection( ys ~ xs, yo ~ xo, data = t2Dat, method = "ml", + start = init ) > print( summary( testTobit2MlStart ) ) -------------------------------------------- Tobit 2 model (sample selection model) Maximum Likelihood estimation Newton-Raphson maximisation, 1 iterations Return code 1: gradient close to zero (gradtol) Log-Likelihood: -2215 1483 observations (455 censored and 1028 observed) 6 free parameters (df = 1477) Probit selection equation: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.00444 0.06332 -0.07 0.94 xs 1.06605 0.11525 9.25 <2e-16 *** Outcome equation: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.0578 0.0735 -0.79 0.43 xo 1.0425 0.0943 11.06 <2e-16 *** Error terms: Estimate Std. Error t value Pr(>|t|) sigma 1.0241 0.0416 24.60 <2e-16 *** rho -0.7010 0.0719 -9.75 <2e-16 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 -------------------------------------------- > # Note: should be only 1 iteration > all.equal( testTobit2Ml[ -c(2,5,6,9,13,16,17,19)], + testTobit2MlStart[ -c(2,5,6,9,13,16,17,19)], tol = 1e-5 ) [1] TRUE > > ## Chris Hane: dummy variable (factor) as explanatory variable > t2Dat$xF <- rbinom( nrow( t2Dat ), 1, 0.5 ) > testTobit2XsFacTwoStep <- selection( ys ~ xs + factor(xF), yo ~ xo, + data = t2Dat, method = "2step" ) > print( testTobit2XsFacTwoStep ) Call: selection(selection = ys ~ xs + factor(xF), outcome = yo ~ xo, data = t2Dat, method = "2step") Coefficients: S:(Intercept) S:xs S:factor(xF)1 O:(Intercept) O:xo 0.00188 1.04490 0.01101 0.00996 1.04760 invMillsRatio sigma rho -0.86158 1.07526 -0.80128 > fitted( testTobit2XsFacTwoStep, part = "selection" ) 1 2 3 4 5 6 7 8 9 10 11 12 13 0.852 0.702 0.759 0.680 0.762 0.552 0.823 0.847 0.808 0.585 0.525 0.533 0.827 14 15 16 17 18 19 21 22 23 24 25 26 27 0.726 0.796 0.685 0.588 0.692 0.826 0.625 0.839 0.501 0.580 0.815 0.623 0.736 28 29 30 31 32 33 35 36 37 38 39 40 41 0.554 0.762 0.510 0.592 0.802 0.544 0.731 0.552 0.832 0.525 0.543 0.786 0.712 42 43 44 45 46 47 48 49 50 51 52 53 54 0.770 0.512 0.691 0.615 0.528 0.648 0.682 0.656 0.681 0.775 0.726 0.680 0.595 55 56 57 58 59 60 61 62 63 64 65 66 67 0.686 0.536 0.584 0.625 0.637 0.563 0.674 0.769 0.526 0.626 0.525 0.538 0.824 68 69 70 71 72 73 74 75 76 77 78 79 80 0.644 0.639 0.787 0.566 0.672 0.554 0.550 0.550 0.592 0.816 0.843 0.575 0.805 81 82 83 84 85 86 87 88 89 90 91 92 93 0.812 0.529 0.840 0.561 0.691 0.698 0.571 0.607 0.692 0.625 0.770 0.565 0.645 94 95 96 97 98 99 100 101 102 103 104 105 106 0.850 0.513 0.537 0.616 0.679 0.717 0.737 0.825 0.556 0.556 0.605 0.682 0.849 107 108 109 110 111 112 113 114 115 116 117 118 119 0.784 0.586 0.563 0.566 0.712 0.769 0.804 0.625 0.676 0.830 0.536 0.772 0.694 120 121 122 124 125 126 127 128 129 130 131 132 133 0.714 0.593 0.781 0.822 0.579 0.649 0.793 0.613 0.532 0.717 0.704 0.722 0.680 134 135 136 137 138 139 140 141 142 143 144 145 146 0.850 0.670 0.808 0.798 0.762 0.742 0.558 0.824 0.781 0.833 0.761 0.749 0.843 147 148 150 151 152 153 154 155 156 157 158 159 160 0.555 0.612 0.732 0.640 0.794 0.791 0.748 0.723 0.539 0.519 0.711 0.733 0.698 161 162 163 164 165 166 167 168 169 170 171 172 173 0.703 0.557 0.845 0.716 0.531 0.602 0.520 0.581 0.776 0.635 0.656 0.847 0.606 174 175 176 177 178 179 180 181 182 183 184 185 186 0.728 0.846 0.755 0.848 0.624 0.831 0.549 0.811 0.663 0.639 0.575 0.804 0.786 187 188 189 190 191 192 193 194 195 196 197 198 199 0.640 0.693 0.584 0.735 0.695 0.845 0.649 0.795 0.751 0.685 0.706 0.520 0.653 200 201 202 203 204 205 206 207 208 209 210 211 212 0.643 0.820 0.851 0.730 0.558 0.766 0.808 0.628 0.774 0.811 0.668 0.692 0.690 213 214 215 216 217 218 219 220 221 222 223 224 225 0.768 0.794 0.673 0.689 0.632 0.850 0.553 0.657 0.535 0.834 0.849 0.695 0.606 226 227 228 229 230 231 232 233 234 235 236 237 238 0.752 0.619 0.623 0.811 0.688 0.680 0.771 0.664 0.654 0.752 0.586 0.790 0.639 239 240 241 242 243 244 245 246 247 248 249 250 251 0.505 0.850 0.825 0.729 0.533 0.554 0.797 0.645 0.565 0.808 0.656 0.779 0.533 252 253 254 255 256 257 258 259 260 261 262 263 264 0.590 0.818 0.806 0.671 0.844 0.827 0.744 0.796 0.837 0.693 0.697 0.602 0.794 265 266 267 268 269 270 271 272 273 274 275 276 277 0.755 0.656 0.557 0.851 0.752 0.712 0.778 0.822 0.774 0.745 0.609 0.810 0.825 278 279 280 281 282 283 284 285 286 287 288 289 290 0.847 0.810 0.590 0.834 0.538 0.584 0.790 0.811 0.654 0.667 0.811 0.803 0.740 291 292 293 294 295 296 297 298 299 300 301 302 303 0.700 0.832 0.729 0.579 0.567 0.846 0.805 0.630 0.529 0.570 0.782 0.734 0.688 304 305 306 307 308 309 310 311 312 313 314 315 316 0.680 0.532 0.728 0.519 0.625 0.506 0.801 0.801 0.744 0.645 0.630 0.817 0.505 317 318 319 320 321 322 323 324 325 326 327 328 329 0.568 0.656 0.755 0.841 0.623 0.831 0.636 0.739 0.776 0.781 0.834 0.827 0.774 330 331 332 333 334 335 336 337 338 339 340 341 342 0.680 0.691 0.744 0.814 0.773 0.692 0.846 0.694 0.653 0.739 0.822 0.727 0.850 343 344 345 346 347 348 349 350 351 352 353 354 355 0.703 0.512 0.604 0.780 0.647 0.593 0.613 0.549 0.741 0.687 0.684 0.611 0.828 356 357 358 359 360 361 362 363 364 365 366 367 368 0.840 0.733 0.824 0.744 0.698 0.627 0.797 0.588 0.759 0.820 0.841 0.840 0.644 369 370 371 372 373 374 375 376 377 378 379 380 381 0.830 0.853 0.751 0.712 0.620 0.538 0.577 0.739 0.779 0.524 0.627 0.610 0.721 382 383 384 385 386 387 388 389 390 391 392 393 394 0.686 0.672 0.771 0.558 0.808 0.612 0.798 0.565 0.785 0.574 0.782 0.513 0.653 395 396 397 398 399 400 401 402 403 404 405 406 407 0.701 0.682 0.668 0.569 0.779 0.549 0.800 0.793 0.802 0.850 0.522 0.611 0.690 408 409 410 411 412 413 414 415 416 417 418 420 421 0.635 0.836 0.747 0.590 0.568 0.561 0.546 0.808 0.540 0.623 0.835 0.743 0.541 422 423 424 425 426 427 428 429 430 431 432 433 434 0.627 0.647 0.777 0.838 0.544 0.816 0.641 0.813 0.675 0.569 0.755 0.697 0.750 435 436 437 438 439 440 441 442 443 444 445 446 448 0.791 0.852 0.646 0.728 0.540 0.557 0.732 0.614 0.690 0.821 0.566 0.822 0.842 449 450 451 452 453 454 455 456 457 458 459 460 461 0.571 0.767 0.817 0.683 0.700 0.643 0.630 0.758 0.696 0.601 0.729 0.730 0.808 462 463 464 465 466 467 468 469 470 471 472 473 474 0.793 0.758 0.795 0.769 0.795 0.803 0.696 0.736 0.547 0.592 0.553 0.561 0.628 475 476 477 478 479 480 481 482 483 484 485 486 487 0.563 0.710 0.554 0.696 0.631 0.630 0.624 0.754 0.660 0.782 0.762 0.611 0.667 488 489 490 491 492 493 494 495 496 498 499 500 501 0.701 0.826 0.537 0.748 0.852 0.804 0.665 0.630 0.808 0.783 0.664 0.792 0.692 502 503 504 505 506 507 508 509 510 511 512 513 514 0.569 0.686 0.515 0.689 0.532 0.589 0.754 0.847 0.810 0.627 0.534 0.548 0.646 515 516 517 518 519 520 521 522 523 524 525 526 527 0.573 0.782 0.769 0.799 0.523 0.688 0.653 0.742 0.638 0.829 0.673 0.789 0.796 528 529 530 531 532 534 535 536 537 538 539 540 541 0.793 0.598 0.654 0.725 0.589 0.592 0.799 0.649 0.528 0.732 0.839 0.580 0.769 542 543 544 545 546 547 548 549 550 551 552 553 554 0.588 0.750 0.598 0.644 0.632 0.809 0.553 0.801 0.603 0.792 0.795 0.741 0.547 555 556 557 558 559 560 561 562 563 564 565 566 567 0.743 0.548 0.795 0.696 0.672 0.769 0.751 0.608 0.640 0.776 0.661 0.545 0.712 568 569 570 571 572 573 574 575 576 577 578 579 580 0.579 0.675 0.646 0.772 0.771 0.760 0.829 0.661 0.621 0.654 0.643 0.616 0.555 581 582 583 584 585 586 587 588 589 590 591 592 593 0.720 0.604 0.592 0.823 0.674 0.784 0.746 0.760 0.750 0.661 0.604 0.821 0.771 594 595 596 597 598 599 600 601 602 603 604 605 606 0.608 0.648 0.749 0.595 0.746 0.795 0.699 0.576 0.680 0.571 0.753 0.662 0.523 607 608 609 610 611 612 613 614 615 616 617 618 619 0.755 0.521 0.642 0.653 0.819 0.640 0.711 0.737 0.829 0.850 0.703 0.576 0.821 620 621 622 623 624 625 626 627 628 629 630 631 632 0.780 0.651 0.677 0.846 0.732 0.687 0.501 0.801 0.573 0.810 0.722 0.814 0.769 633 634 635 636 637 638 639 640 641 642 643 644 645 0.692 0.590 0.728 0.569 0.576 0.610 0.527 0.769 0.817 0.534 0.826 0.529 0.599 646 647 648 649 650 651 652 653 654 655 656 657 658 0.841 0.672 0.506 0.532 0.744 0.813 0.610 0.726 0.753 0.701 0.832 0.555 0.806 659 660 661 662 663 664 665 666 667 668 669 670 671 0.824 0.621 0.673 0.625 0.746 0.523 0.688 0.588 0.817 0.749 0.663 0.782 0.627 672 673 674 675 676 677 678 679 680 681 682 683 684 0.513 0.830 0.504 0.725 0.536 0.654 0.788 0.564 0.648 0.773 0.811 0.633 0.544 685 686 687 688 689 690 691 692 693 694 695 696 697 0.735 0.687 0.666 0.632 0.736 0.765 0.836 0.585 0.753 0.771 0.635 0.782 0.843 698 699 700 701 702 703 704 705 706 707 708 709 710 0.799 0.693 0.845 0.600 0.599 0.850 0.693 0.751 0.848 0.505 0.698 0.825 0.511 711 712 713 714 715 716 717 718 719 720 721 722 723 0.746 0.725 0.781 0.847 0.821 0.515 0.806 0.568 0.718 0.589 0.796 0.560 0.821 724 725 726 727 728 729 730 731 732 733 734 735 736 0.693 0.643 0.640 0.754 0.828 0.663 0.826 0.775 0.526 0.671 0.693 0.688 0.530 737 738 739 740 741 742 743 744 745 746 747 748 749 0.786 0.586 0.650 0.796 0.776 0.687 0.587 0.741 0.576 0.647 0.537 0.524 0.748 750 751 752 753 754 755 756 757 758 759 760 761 762 0.568 0.726 0.716 0.513 0.700 0.797 0.819 0.614 0.753 0.573 0.682 0.723 0.607 763 764 765 766 767 768 769 770 771 772 773 774 775 0.777 0.702 0.606 0.735 0.627 0.603 0.628 0.642 0.517 0.801 0.626 0.566 0.595 776 777 778 779 780 781 783 784 785 786 787 788 789 0.728 0.790 0.812 0.833 0.652 0.706 0.533 0.804 0.806 0.716 0.637 0.622 0.760 790 791 792 793 794 795 796 797 798 799 800 801 802 0.559 0.654 0.700 0.627 0.638 0.568 0.702 0.794 0.608 0.619 0.719 0.833 0.617 803 804 805 806 807 808 809 810 811 812 813 814 815 0.781 0.789 0.821 0.815 0.579 0.575 0.563 0.831 0.810 0.786 0.601 0.772 0.583 816 817 818 819 820 821 822 823 824 825 826 827 828 0.519 0.643 0.698 0.738 0.708 0.846 0.810 0.816 0.540 0.566 0.553 0.740 0.796 829 830 831 832 833 834 835 836 837 838 839 840 841 0.821 0.802 0.607 0.717 0.801 0.851 0.791 0.833 0.736 0.593 0.841 0.825 0.747 842 843 844 845 846 847 848 849 850 851 852 853 854 0.766 0.518 0.839 0.780 0.654 0.802 0.692 0.558 0.550 0.665 0.507 0.632 0.819 855 856 857 858 859 860 861 862 863 864 865 866 867 0.781 0.826 0.668 0.715 0.805 0.795 0.598 0.661 0.780 0.551 0.829 0.756 0.806 868 869 870 871 872 873 874 875 876 877 878 879 880 0.751 0.842 0.618 0.666 0.566 0.610 0.658 0.659 0.518 0.675 0.652 0.811 0.625 881 882 883 884 885 886 887 888 889 890 891 892 893 0.825 0.821 0.578 0.688 0.710 0.665 0.608 0.547 0.712 0.707 0.850 0.762 0.663 894 895 896 897 898 899 900 901 902 903 904 905 906 0.827 0.502 0.752 0.725 0.677 0.658 0.716 0.746 0.581 0.645 0.826 0.676 0.525 907 908 909 910 911 912 913 914 915 916 917 918 919 0.786 0.768 0.826 0.716 0.792 0.724 0.574 0.562 0.502 0.626 0.688 0.680 0.825 920 921 922 923 924 925 926 927 928 929 930 931 932 0.799 0.679 0.669 0.549 0.778 0.565 0.783 0.702 0.629 0.656 0.509 0.531 0.809 933 934 935 936 937 938 939 940 941 942 943 944 945 0.790 0.812 0.540 0.721 0.764 0.724 0.734 0.604 0.820 0.628 0.698 0.836 0.612 946 947 948 949 950 951 952 953 954 956 957 958 959 0.630 0.651 0.776 0.779 0.774 0.585 0.809 0.756 0.807 0.725 0.520 0.692 0.573 960 961 962 963 964 965 966 967 968 969 970 971 972 0.758 0.690 0.722 0.747 0.691 0.559 0.849 0.749 0.836 0.625 0.547 0.768 0.743 973 974 975 976 977 978 979 980 981 982 983 984 985 0.838 0.763 0.636 0.781 0.668 0.665 0.542 0.551 0.554 0.804 0.831 0.839 0.600 986 987 988 989 990 991 992 993 994 995 996 997 998 0.836 0.740 0.547 0.666 0.632 0.652 0.774 0.821 0.557 0.746 0.834 0.819 0.775 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 0.782 0.578 0.620 0.799 0.529 0.829 0.643 0.848 0.669 0.806 0.786 0.507 0.838 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 0.600 0.585 0.729 0.819 0.665 0.840 0.665 0.521 0.708 0.737 0.646 0.609 0.638 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1037 1038 0.677 0.583 0.681 0.627 0.558 0.695 0.606 0.731 0.767 0.827 0.724 0.537 0.511 1039 1040 1041 1042 1043 1045 1046 1047 1048 1049 1050 1051 1052 0.601 0.693 0.789 0.511 0.811 0.510 0.552 0.740 0.645 0.787 0.770 0.526 0.644 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 0.770 0.773 0.632 0.764 0.672 0.587 0.773 0.672 0.825 0.509 0.727 0.624 0.821 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 0.628 0.797 0.819 0.798 0.787 0.649 0.557 0.737 0.768 0.801 0.768 0.852 0.793 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 0.531 0.590 0.759 0.739 0.599 0.835 0.551 0.571 0.658 0.751 0.819 0.715 0.819 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 0.742 0.803 0.531 0.659 0.505 0.548 0.803 0.815 0.700 0.774 0.583 0.720 0.770 1105 1106 1107 1108 1109 1110 1112 1113 1114 1115 1116 1117 1118 0.833 0.640 0.740 0.607 0.511 0.851 0.529 0.609 0.568 0.633 0.774 0.613 0.631 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 0.564 0.839 0.854 0.848 0.620 0.559 0.587 0.802 0.598 0.535 0.726 0.748 0.544 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 0.813 0.804 0.673 0.737 0.625 0.819 0.708 0.600 0.796 0.839 0.829 0.851 0.661 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 0.765 0.639 0.799 0.733 0.635 0.712 0.810 0.767 0.530 0.515 0.838 0.688 0.812 1158 1159 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 0.699 0.551 0.671 0.819 0.709 0.602 0.829 0.631 0.749 0.551 0.512 0.716 0.665 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 0.853 0.792 0.632 0.674 0.818 0.851 0.814 0.649 0.684 0.568 0.780 0.718 0.641 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 0.673 0.600 0.573 0.528 0.789 0.795 0.592 0.591 0.812 0.697 0.839 0.800 0.613 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 0.804 0.689 0.814 0.805 0.814 0.642 0.665 0.543 0.806 0.522 0.840 0.832 0.764 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 0.745 0.791 0.693 0.824 0.810 0.845 0.728 0.546 0.661 0.837 0.555 0.655 0.645 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 0.783 0.502 0.744 0.798 0.818 0.829 0.527 0.529 0.667 0.755 0.555 0.644 0.830 1237 1238 1239 1240 1241 1242 1243 1244 1246 1247 1248 1249 1250 0.599 0.810 0.710 0.831 0.769 0.681 0.803 0.646 0.677 0.697 0.622 0.710 0.785 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 0.568 0.732 0.531 0.551 0.759 0.638 0.784 0.850 0.693 0.546 0.534 0.724 0.749 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 0.813 0.518 0.535 0.784 0.637 0.628 0.526 0.628 0.651 0.647 0.736 0.692 0.837 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 0.576 0.805 0.727 0.762 0.687 0.578 0.653 0.512 0.661 0.781 0.554 0.823 0.703 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 0.849 0.804 0.592 0.716 0.784 0.784 0.562 0.702 0.641 0.552 0.669 0.636 0.637 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 0.801 0.788 0.812 0.639 0.650 0.651 0.833 0.780 0.629 0.552 0.700 0.820 0.734 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 0.596 0.684 0.842 0.522 0.816 0.676 0.666 0.851 0.769 0.631 0.748 0.739 0.700 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 0.592 0.737 0.625 0.569 0.546 0.780 0.825 0.590 0.534 0.736 0.693 0.822 0.624 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 0.728 0.592 0.553 0.511 0.585 0.568 0.541 0.686 0.843 0.728 0.843 0.569 0.727 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 0.803 0.772 0.666 0.700 0.807 0.715 0.550 0.560 0.569 0.532 0.694 0.787 0.641 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 0.526 0.833 0.520 0.818 0.601 0.841 0.853 0.605 0.677 0.506 0.657 0.534 0.847 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 0.594 0.788 0.739 0.658 0.745 0.820 0.840 0.552 0.689 0.678 0.752 0.682 0.807 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 0.740 0.832 0.562 0.656 0.741 0.832 0.798 0.821 0.584 0.827 0.634 0.689 0.558 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 0.564 0.834 0.613 0.539 0.572 0.769 0.723 0.661 0.803 0.785 0.840 0.774 0.726 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 0.576 0.851 0.741 0.679 0.568 0.672 0.741 0.749 0.551 0.528 0.634 0.782 0.774 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 0.784 0.845 0.836 0.770 0.580 0.620 0.827 0.507 0.769 0.519 0.582 0.696 0.575 1446 1447 1448 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 0.642 0.556 0.827 0.687 0.794 0.572 0.603 0.595 0.606 0.759 0.565 0.750 0.827 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 0.781 0.620 0.670 0.617 0.717 0.600 0.660 0.821 0.726 0.734 0.849 0.787 0.712 1473 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 0.614 0.657 0.779 0.752 0.531 0.577 0.568 0.571 0.796 0.686 0.563 0.849 0.804 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 0.559 0.829 0.725 0.549 0.838 0.732 0.561 0.765 0.549 0.529 0.638 0.539 0.502 1500 0.644 > > testTobit2XsFacMl <- selection( ys ~ xs + factor(xF), yo ~ xo, data = t2Dat ) > print( testTobit2XsFacMl ) Call: selection(selection = ys ~ xs + factor(xF), outcome = yo ~ xo, data = t2Dat) Coefficients: S:(Intercept) S:xs S:factor(xF)1 O:(Intercept) O:xo 0.0184 1.0616 -0.0425 -0.0527 1.0417 sigma rho 1.0272 -0.7081 > fitted( testTobit2XsFacMl, part = "selection" ) 1 2 3 4 5 6 7 8 9 10 11 12 13 0.848 0.710 0.751 0.689 0.770 0.538 0.831 0.855 0.817 0.572 0.532 0.519 0.835 14 15 16 17 18 19 21 22 23 24 25 26 27 0.735 0.789 0.674 0.596 0.682 0.820 0.612 0.846 0.508 0.567 0.809 0.631 0.745 28 29 30 31 32 33 35 36 37 38 39 40 41 0.562 0.754 0.517 0.579 0.795 0.551 0.722 0.538 0.840 0.510 0.529 0.795 0.702 42 43 44 45 46 47 48 49 50 51 52 53 54 0.763 0.519 0.700 0.624 0.514 0.636 0.691 0.645 0.670 0.783 0.735 0.688 0.582 55 56 57 58 59 60 61 62 63 64 65 66 67 0.675 0.543 0.571 0.613 0.645 0.549 0.683 0.761 0.533 0.614 0.532 0.524 0.832 68 69 70 71 72 73 74 75 76 77 78 79 80 0.652 0.627 0.795 0.573 0.661 0.540 0.557 0.557 0.579 0.824 0.838 0.561 0.798 81 82 83 84 85 86 87 88 89 90 91 92 93 0.805 0.536 0.835 0.569 0.700 0.707 0.558 0.615 0.701 0.633 0.778 0.551 0.634 94 95 96 97 98 99 100 101 102 103 104 105 106 0.857 0.498 0.523 0.624 0.668 0.708 0.728 0.819 0.564 0.564 0.612 0.671 0.857 107 108 109 110 111 112 113 114 115 116 117 118 119 0.792 0.573 0.549 0.574 0.721 0.777 0.813 0.633 0.684 0.838 0.522 0.780 0.703 120 121 122 124 125 126 127 128 129 130 131 132 133 0.704 0.601 0.774 0.830 0.587 0.658 0.786 0.621 0.517 0.725 0.712 0.731 0.689 134 135 136 137 138 139 140 141 142 143 144 145 146 0.845 0.678 0.817 0.791 0.771 0.733 0.544 0.818 0.790 0.828 0.770 0.758 0.838 147 148 150 151 152 153 154 155 156 157 158 159 160 0.562 0.600 0.740 0.628 0.787 0.784 0.756 0.714 0.525 0.505 0.720 0.724 0.688 161 162 163 164 165 166 167 168 169 170 171 172 173 0.712 0.543 0.852 0.706 0.538 0.589 0.527 0.567 0.784 0.644 0.665 0.855 0.593 174 175 176 177 178 179 180 181 182 183 184 185 186 0.719 0.854 0.747 0.856 0.633 0.825 0.556 0.804 0.652 0.648 0.583 0.798 0.795 187 188 189 190 191 192 193 194 195 196 197 198 199 0.649 0.702 0.571 0.744 0.685 0.840 0.657 0.788 0.759 0.694 0.696 0.506 0.642 200 201 202 203 204 205 206 207 208 209 210 211 212 0.632 0.814 0.847 0.738 0.544 0.758 0.802 0.636 0.782 0.805 0.657 0.682 0.680 213 214 215 216 217 218 219 220 221 222 223 224 225 0.761 0.802 0.662 0.679 0.620 0.857 0.539 0.646 0.542 0.842 0.857 0.684 0.614 226 227 228 229 230 231 232 233 234 235 236 237 238 0.743 0.607 0.631 0.805 0.697 0.689 0.764 0.672 0.642 0.744 0.594 0.783 0.647 239 240 241 242 243 244 245 246 247 248 249 250 251 0.512 0.845 0.833 0.738 0.519 0.561 0.790 0.654 0.552 0.802 0.645 0.772 0.518 252 253 254 255 256 257 258 259 260 261 262 263 264 0.577 0.826 0.799 0.660 0.852 0.835 0.735 0.789 0.832 0.702 0.706 0.609 0.803 265 266 267 268 269 270 271 272 273 274 275 276 277 0.763 0.644 0.543 0.859 0.744 0.702 0.787 0.816 0.783 0.754 0.596 0.804 0.832 278 279 280 281 282 283 284 285 286 287 288 289 290 0.842 0.803 0.598 0.842 0.546 0.571 0.783 0.819 0.662 0.675 0.805 0.811 0.749 291 292 293 294 295 296 297 298 299 300 301 302 303 0.690 0.839 0.738 0.587 0.553 0.841 0.813 0.638 0.536 0.556 0.774 0.742 0.697 304 305 306 307 308 309 310 311 312 313 314 315 316 0.688 0.540 0.737 0.504 0.613 0.512 0.794 0.809 0.753 0.653 0.638 0.825 0.491 317 318 319 320 321 322 323 324 325 326 327 328 329 0.554 0.664 0.763 0.836 0.610 0.839 0.624 0.748 0.784 0.773 0.842 0.835 0.766 330 331 332 333 334 335 336 337 338 339 340 341 342 0.688 0.700 0.735 0.822 0.781 0.700 0.854 0.703 0.662 0.731 0.816 0.736 0.857 343 344 345 346 347 348 349 350 351 352 353 354 355 0.712 0.498 0.591 0.789 0.656 0.601 0.600 0.557 0.732 0.676 0.693 0.619 0.836 356 357 358 359 360 361 362 363 364 365 366 367 368 0.848 0.742 0.832 0.735 0.706 0.635 0.805 0.596 0.767 0.828 0.836 0.848 0.652 369 370 371 372 373 374 375 376 377 378 379 380 381 0.825 0.848 0.759 0.720 0.628 0.524 0.563 0.730 0.772 0.510 0.635 0.618 0.730 382 383 384 385 386 387 388 389 390 391 392 393 394 0.676 0.680 0.779 0.544 0.802 0.620 0.807 0.572 0.778 0.561 0.791 0.519 0.641 395 396 397 398 399 400 401 402 403 404 405 406 407 0.691 0.671 0.657 0.556 0.772 0.557 0.793 0.786 0.795 0.845 0.507 0.598 0.679 408 409 410 411 412 413 414 415 416 417 418 420 421 0.623 0.831 0.738 0.577 0.575 0.547 0.532 0.816 0.547 0.611 0.843 0.735 0.548 422 423 424 425 426 427 428 429 430 431 432 433 434 0.635 0.656 0.769 0.833 0.529 0.809 0.629 0.806 0.683 0.577 0.764 0.706 0.742 435 436 437 438 439 440 441 442 443 444 445 446 448 0.800 0.847 0.654 0.719 0.526 0.564 0.741 0.601 0.699 0.829 0.573 0.816 0.849 449 450 451 452 453 454 455 456 457 458 459 460 461 0.578 0.775 0.811 0.692 0.690 0.631 0.638 0.767 0.704 0.609 0.738 0.739 0.816 462 463 464 465 466 467 468 469 470 471 472 473 474 0.786 0.767 0.788 0.761 0.804 0.811 0.686 0.744 0.554 0.579 0.539 0.569 0.636 475 476 477 478 479 480 481 482 483 484 485 486 487 0.571 0.718 0.540 0.685 0.619 0.618 0.632 0.762 0.648 0.790 0.771 0.620 0.656 488 489 490 491 492 493 494 495 496 498 499 500 501 0.710 0.834 0.545 0.756 0.848 0.797 0.673 0.638 0.816 0.792 0.653 0.785 0.682 502 503 504 505 506 507 508 509 510 511 512 513 514 0.556 0.675 0.501 0.679 0.539 0.575 0.763 0.842 0.804 0.636 0.520 0.534 0.634 515 516 517 518 519 520 521 522 523 524 525 526 527 0.581 0.774 0.778 0.792 0.530 0.678 0.662 0.734 0.647 0.837 0.682 0.798 0.804 528 529 530 531 532 534 535 536 537 538 539 540 541 0.786 0.585 0.663 0.734 0.576 0.600 0.792 0.657 0.514 0.741 0.847 0.567 0.761 542 543 544 545 546 547 548 549 550 551 552 553 554 0.574 0.758 0.606 0.632 0.641 0.802 0.539 0.809 0.611 0.785 0.804 0.732 0.533 555 556 557 558 559 560 561 562 563 564 565 566 567 0.752 0.555 0.788 0.685 0.681 0.761 0.760 0.616 0.648 0.785 0.669 0.552 0.721 568 569 570 571 572 573 574 575 576 577 578 579 580 0.587 0.664 0.634 0.781 0.779 0.768 0.836 0.669 0.630 0.662 0.631 0.604 0.562 581 582 583 584 585 586 587 588 589 590 591 592 593 0.711 0.592 0.579 0.831 0.664 0.792 0.755 0.752 0.741 0.670 0.591 0.829 0.764 594 595 596 597 598 599 600 601 602 603 604 605 606 0.595 0.656 0.740 0.582 0.755 0.804 0.689 0.584 0.688 0.578 0.762 0.671 0.509 607 608 609 610 611 612 613 614 615 616 617 618 619 0.764 0.507 0.650 0.642 0.813 0.629 0.702 0.746 0.823 0.857 0.712 0.563 0.815 620 621 622 623 624 625 626 627 628 629 630 631 632 0.773 0.640 0.686 0.854 0.723 0.677 0.508 0.795 0.581 0.818 0.713 0.822 0.778 633 634 635 636 637 638 639 640 641 642 643 644 645 0.700 0.577 0.719 0.577 0.583 0.618 0.534 0.778 0.811 0.520 0.834 0.514 0.586 646 647 648 649 650 651 652 653 654 655 656 657 658 0.836 0.661 0.513 0.539 0.752 0.821 0.597 0.735 0.744 0.691 0.826 0.563 0.800 659 660 661 662 663 664 665 666 667 668 669 670 671 0.832 0.609 0.662 0.613 0.738 0.508 0.678 0.596 0.825 0.758 0.672 0.790 0.635 672 673 674 675 676 677 678 679 680 681 682 683 684 0.520 0.825 0.510 0.716 0.521 0.663 0.781 0.551 0.636 0.782 0.805 0.621 0.530 685 686 687 688 689 690 691 692 693 694 695 696 697 0.744 0.676 0.654 0.641 0.745 0.773 0.831 0.593 0.762 0.763 0.623 0.775 0.851 698 699 700 701 702 703 704 705 706 707 708 709 710 0.792 0.701 0.852 0.587 0.586 0.846 0.683 0.760 0.855 0.512 0.688 0.819 0.497 711 712 713 714 715 716 717 718 719 720 721 722 723 0.737 0.716 0.789 0.854 0.829 0.501 0.814 0.576 0.708 0.596 0.789 0.567 0.815 724 725 726 727 728 729 730 731 732 733 734 735 736 0.702 0.652 0.648 0.763 0.822 0.652 0.834 0.768 0.533 0.680 0.702 0.697 0.537 737 738 739 740 741 742 743 744 745 746 747 748 749 0.779 0.573 0.639 0.790 0.784 0.696 0.594 0.732 0.584 0.635 0.523 0.510 0.756 750 751 752 753 754 755 756 757 758 759 760 761 762 0.554 0.717 0.707 0.498 0.690 0.806 0.827 0.623 0.745 0.559 0.691 0.732 0.595 763 764 765 766 767 768 769 770 771 772 773 774 775 0.786 0.692 0.614 0.744 0.635 0.590 0.636 0.631 0.503 0.810 0.634 0.553 0.582 776 777 778 779 780 781 783 784 785 786 787 788 789 0.719 0.798 0.820 0.828 0.660 0.696 0.518 0.812 0.800 0.706 0.645 0.630 0.752 790 791 792 793 794 795 796 797 798 799 800 801 802 0.545 0.643 0.709 0.636 0.626 0.554 0.692 0.787 0.595 0.607 0.728 0.828 0.625 803 804 805 806 807 808 809 810 811 812 813 814 815 0.789 0.798 0.815 0.809 0.586 0.562 0.570 0.839 0.818 0.779 0.609 0.765 0.591 816 817 818 819 820 821 822 823 824 825 826 827 828 0.505 0.631 0.707 0.747 0.716 0.841 0.804 0.825 0.547 0.552 0.560 0.748 0.790 829 830 831 832 833 834 835 836 837 838 839 840 841 0.815 0.795 0.615 0.707 0.794 0.846 0.799 0.828 0.727 0.580 0.849 0.819 0.738 842 843 844 845 846 847 848 849 850 851 852 853 854 0.758 0.503 0.834 0.773 0.642 0.810 0.700 0.565 0.557 0.673 0.514 0.620 0.813 855 856 857 858 859 860 861 862 863 864 865 866 867 0.774 0.820 0.657 0.705 0.814 0.804 0.606 0.670 0.788 0.537 0.837 0.747 0.814 868 869 870 871 872 873 874 875 876 877 878 879 880 0.760 0.837 0.626 0.655 0.574 0.618 0.666 0.648 0.503 0.684 0.640 0.819 0.612 881 882 883 884 885 886 887 888 889 890 891 892 893 0.819 0.829 0.586 0.697 0.700 0.673 0.616 0.554 0.720 0.697 0.858 0.770 0.652 894 895 896 897 898 899 900 901 902 903 904 905 906 0.822 0.509 0.760 0.716 0.666 0.666 0.725 0.738 0.568 0.633 0.820 0.685 0.532 907 908 909 910 911 912 913 914 915 916 917 918 919 0.794 0.760 0.834 0.707 0.801 0.714 0.561 0.548 0.508 0.634 0.697 0.689 0.833 920 921 922 923 924 925 926 927 928 929 930 931 932 0.807 0.669 0.658 0.557 0.786 0.552 0.776 0.711 0.617 0.664 0.515 0.516 0.817 933 934 935 936 937 938 939 940 941 942 943 944 945 0.783 0.806 0.547 0.729 0.756 0.733 0.742 0.612 0.814 0.636 0.688 0.843 0.620 946 947 948 949 950 951 952 953 954 956 957 958 959 0.618 0.640 0.768 0.787 0.766 0.593 0.817 0.764 0.800 0.734 0.505 0.701 0.560 960 961 962 963 964 965 966 967 968 969 970 971 972 0.750 0.699 0.730 0.756 0.700 0.566 0.856 0.740 0.844 0.613 0.554 0.760 0.734 973 974 975 976 977 978 979 980 981 982 983 984 985 0.832 0.772 0.644 0.790 0.657 0.654 0.549 0.559 0.561 0.813 0.825 0.834 0.588 986 987 988 989 990 991 992 993 994 995 996 997 998 0.831 0.731 0.533 0.655 0.620 0.661 0.766 0.829 0.564 0.738 0.829 0.828 0.783 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 0.775 0.586 0.628 0.793 0.536 0.837 0.631 0.843 0.678 0.814 0.794 0.514 0.832 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 0.587 0.592 0.719 0.812 0.654 0.848 0.654 0.506 0.698 0.746 0.655 0.617 0.626 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1037 1038 0.666 0.570 0.690 0.635 0.565 0.703 0.593 0.722 0.775 0.835 0.715 0.545 0.518 1039 1040 1041 1042 1043 1045 1046 1047 1048 1049 1050 1051 1052 0.609 0.701 0.782 0.496 0.819 0.495 0.559 0.749 0.653 0.779 0.778 0.533 0.632 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 0.763 0.782 0.620 0.756 0.661 0.595 0.766 0.681 0.833 0.494 0.736 0.633 0.816 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 0.616 0.806 0.813 0.807 0.795 0.657 0.543 0.745 0.776 0.809 0.760 0.847 0.801 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 0.538 0.598 0.751 0.730 0.607 0.830 0.537 0.578 0.647 0.743 0.827 0.723 0.813 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 0.734 0.796 0.516 0.667 0.491 0.555 0.811 0.809 0.690 0.766 0.570 0.711 0.778 1105 1106 1107 1108 1109 1110 1112 1113 1114 1115 1116 1117 1118 0.841 0.649 0.748 0.594 0.518 0.859 0.536 0.596 0.576 0.641 0.766 0.600 0.619 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 0.551 0.847 0.850 0.855 0.608 0.566 0.595 0.795 0.606 0.542 0.734 0.756 0.530 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 0.807 0.813 0.681 0.728 0.633 0.827 0.698 0.588 0.789 0.834 0.837 0.847 0.670 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 0.774 0.627 0.792 0.742 0.623 0.720 0.803 0.759 0.515 0.500 0.833 0.677 0.805 1158 1159 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 0.689 0.558 0.660 0.827 0.718 0.610 0.837 0.639 0.758 0.558 0.519 0.707 0.674 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 0.848 0.785 0.620 0.682 0.826 0.859 0.808 0.658 0.673 0.555 0.773 0.727 0.629 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 0.663 0.587 0.581 0.535 0.782 0.804 0.600 0.577 0.806 0.705 0.833 0.794 0.621 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 0.812 0.679 0.807 0.799 0.822 0.651 0.654 0.529 0.814 0.507 0.835 0.839 0.757 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 0.736 0.784 0.683 0.818 0.803 0.839 0.737 0.553 0.669 0.831 0.541 0.664 0.654 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 0.792 0.509 0.735 0.807 0.812 0.824 0.534 0.515 0.676 0.747 0.541 0.652 0.838 1237 1238 1239 1240 1241 1242 1243 1244 1246 1247 1248 1249 1250 0.586 0.804 0.700 0.839 0.761 0.689 0.811 0.635 0.666 0.687 0.630 0.718 0.778 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 0.575 0.740 0.538 0.558 0.768 0.626 0.793 0.858 0.702 0.532 0.520 0.715 0.740 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 0.821 0.504 0.542 0.776 0.625 0.616 0.512 0.636 0.639 0.635 0.744 0.682 0.845 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 0.584 0.798 0.718 0.754 0.676 0.586 0.641 0.519 0.650 0.774 0.561 0.831 0.693 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 0.857 0.812 0.600 0.706 0.777 0.793 0.549 0.711 0.629 0.538 0.658 0.644 0.625 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 0.794 0.796 0.805 0.648 0.638 0.659 0.828 0.789 0.617 0.559 0.709 0.828 0.725 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 0.604 0.673 0.837 0.507 0.810 0.684 0.674 0.859 0.777 0.619 0.739 0.730 0.708 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 0.579 0.729 0.613 0.555 0.554 0.789 0.819 0.577 0.541 0.745 0.702 0.830 0.632 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 0.737 0.600 0.560 0.497 0.572 0.555 0.548 0.695 0.851 0.737 0.850 0.556 0.735 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 0.812 0.781 0.655 0.690 0.800 0.723 0.536 0.546 0.555 0.518 0.703 0.795 0.629 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 0.512 0.828 0.527 0.812 0.588 0.848 0.848 0.592 0.667 0.513 0.665 0.520 0.842 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 0.581 0.780 0.748 0.647 0.737 0.828 0.847 0.559 0.678 0.686 0.743 0.671 0.801 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 0.749 0.827 0.548 0.644 0.750 0.840 0.806 0.829 0.571 0.821 0.622 0.698 0.544 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 0.551 0.829 0.600 0.546 0.579 0.761 0.714 0.650 0.811 0.778 0.835 0.767 0.717 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 0.563 0.846 0.732 0.688 0.554 0.680 0.732 0.741 0.558 0.514 0.642 0.791 0.783 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 0.776 0.852 0.844 0.779 0.588 0.628 0.835 0.514 0.777 0.526 0.569 0.686 0.583 1446 1447 1448 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 0.650 0.564 0.821 0.695 0.803 0.559 0.611 0.603 0.594 0.768 0.572 0.758 0.835 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 0.774 0.628 0.679 0.625 0.725 0.608 0.668 0.829 0.717 0.726 0.844 0.795 0.703 1473 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 0.602 0.645 0.771 0.744 0.516 0.564 0.576 0.557 0.789 0.695 0.571 0.844 0.798 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 0.567 0.823 0.716 0.556 0.832 0.740 0.548 0.757 0.556 0.536 0.626 0.546 0.508 1500 0.633 > logLik( testTobit2XsFacMl ) 'log Lik.' -2215 (df=7) > lrtest( testTobit2XsFacMl, testTobit2Ml ) Likelihood ratio test Model 1: selection(selection = ys ~ xs + factor(xF), outcome = yo ~ xo, data = t2Dat) Model 2: selection(selection = ys ~ xs, outcome = yo ~ xo, data = t2Dat, method = "ml") #Df LogLik Df Chisq Pr(>Chisq) 1 7 -2215 2 6 -2215 -1 0.45 0.5 > > testTobit2XoFacTwoStep <- selection( ys ~ xs, yo ~ xo + factor(xF), + data = t2Dat, method = "2step" ) > print( testTobit2XoFacTwoStep ) Call: selection(selection = ys ~ xs, outcome = yo ~ xo + factor(xF), data = t2Dat, method = "2step") Coefficients: S:(Intercept) S:xs O:(Intercept) O:xo O:factor(xF)1 0.00731 1.04487 0.05641 1.04401 -0.08643 invMillsRatio sigma rho -0.86559 1.07589 -0.80453 > fitted( testTobit2XoFacTwoStep, part = "selection" ) 1 2 3 4 5 6 7 8 9 10 11 12 13 0.851 0.704 0.757 0.682 0.763 0.549 0.825 0.848 0.810 0.583 0.527 0.531 0.829 14 15 16 17 18 19 21 22 23 24 25 26 27 0.728 0.794 0.683 0.590 0.690 0.824 0.622 0.840 0.503 0.578 0.813 0.625 0.738 28 29 30 31 32 33 35 36 37 38 39 40 41 0.556 0.760 0.512 0.590 0.800 0.546 0.729 0.549 0.834 0.522 0.541 0.788 0.710 42 43 44 45 46 47 48 49 50 51 52 53 54 0.769 0.514 0.693 0.618 0.526 0.646 0.684 0.654 0.679 0.776 0.728 0.681 0.592 55 56 57 58 59 60 61 62 63 64 65 66 67 0.684 0.538 0.582 0.623 0.639 0.560 0.676 0.768 0.528 0.624 0.528 0.536 0.825 68 69 70 71 72 73 74 75 76 77 78 79 80 0.646 0.637 0.788 0.568 0.670 0.552 0.552 0.552 0.589 0.817 0.841 0.573 0.803 81 82 83 84 85 86 87 88 89 90 91 92 93 0.810 0.531 0.839 0.563 0.693 0.700 0.569 0.609 0.694 0.627 0.771 0.563 0.643 94 95 96 97 98 99 100 101 102 103 104 105 106 0.851 0.511 0.535 0.618 0.677 0.715 0.735 0.823 0.558 0.558 0.607 0.680 0.850 107 108 109 110 111 112 113 114 115 116 117 118 119 0.785 0.584 0.561 0.568 0.714 0.770 0.806 0.627 0.677 0.832 0.534 0.773 0.696 120 121 122 124 125 126 127 128 129 130 131 132 133 0.712 0.595 0.780 0.824 0.582 0.651 0.792 0.615 0.529 0.719 0.705 0.724 0.682 134 135 136 137 138 139 140 141 142 143 144 145 146 0.848 0.672 0.810 0.796 0.764 0.740 0.556 0.822 0.783 0.832 0.763 0.751 0.842 147 148 150 151 152 153 154 155 156 157 158 159 160 0.557 0.610 0.733 0.638 0.792 0.789 0.749 0.721 0.537 0.517 0.713 0.732 0.696 161 162 163 164 165 166 167 168 169 170 171 172 173 0.705 0.554 0.846 0.714 0.534 0.599 0.522 0.578 0.778 0.637 0.658 0.848 0.604 174 175 176 177 178 179 180 181 182 183 184 185 186 0.726 0.847 0.753 0.850 0.626 0.830 0.551 0.809 0.661 0.641 0.577 0.803 0.788 187 188 189 190 191 192 193 194 195 196 197 198 199 0.642 0.695 0.582 0.737 0.693 0.844 0.651 0.793 0.753 0.687 0.704 0.518 0.651 200 201 202 203 204 205 206 207 208 209 210 211 212 0.641 0.818 0.850 0.732 0.555 0.764 0.807 0.630 0.775 0.810 0.666 0.690 0.688 213 214 215 216 217 218 219 220 221 222 223 224 225 0.767 0.796 0.671 0.687 0.630 0.851 0.550 0.655 0.537 0.835 0.851 0.693 0.608 226 227 228 229 230 231 232 233 234 235 236 237 238 0.750 0.617 0.625 0.810 0.690 0.682 0.770 0.666 0.652 0.751 0.588 0.788 0.641 239 240 241 242 243 244 245 246 247 248 249 250 251 0.507 0.848 0.826 0.731 0.531 0.556 0.795 0.647 0.563 0.807 0.654 0.778 0.530 252 253 254 255 256 257 258 259 260 261 262 263 264 0.588 0.820 0.804 0.669 0.846 0.828 0.742 0.794 0.836 0.695 0.699 0.604 0.796 265 266 267 268 269 270 271 272 273 274 275 276 277 0.756 0.654 0.555 0.853 0.751 0.710 0.780 0.820 0.776 0.747 0.607 0.808 0.826 278 279 280 281 282 283 284 285 286 287 288 289 290 0.845 0.808 0.592 0.835 0.541 0.582 0.789 0.812 0.656 0.669 0.809 0.804 0.742 291 292 293 294 295 296 297 298 299 300 301 302 303 0.698 0.833 0.731 0.581 0.565 0.845 0.806 0.632 0.531 0.568 0.780 0.735 0.690 304 305 306 307 308 309 310 311 312 313 314 315 316 0.681 0.535 0.730 0.517 0.623 0.508 0.799 0.803 0.746 0.647 0.632 0.818 0.503 317 318 319 320 321 322 323 324 325 326 327 328 329 0.565 0.658 0.756 0.840 0.621 0.832 0.634 0.741 0.777 0.779 0.835 0.828 0.772 330 331 332 333 334 335 336 337 338 339 340 341 342 0.682 0.693 0.742 0.815 0.774 0.694 0.847 0.696 0.655 0.738 0.820 0.729 0.851 343 344 345 346 347 348 349 350 351 352 353 354 355 0.705 0.510 0.602 0.782 0.649 0.596 0.611 0.551 0.739 0.685 0.686 0.613 0.830 356 357 358 359 360 361 362 363 364 365 366 367 368 0.841 0.735 0.826 0.742 0.700 0.629 0.798 0.590 0.760 0.821 0.840 0.842 0.646 369 370 371 372 373 374 375 376 377 378 379 380 381 0.829 0.852 0.753 0.713 0.622 0.536 0.574 0.737 0.777 0.522 0.629 0.612 0.723 382 383 384 385 386 387 388 389 390 391 392 393 394 0.684 0.674 0.772 0.555 0.807 0.614 0.800 0.567 0.784 0.572 0.784 0.515 0.650 395 396 397 398 399 400 401 402 403 404 405 406 407 0.699 0.680 0.666 0.567 0.777 0.551 0.798 0.792 0.800 0.848 0.520 0.608 0.688 408 409 410 411 412 413 414 415 416 417 418 420 421 0.633 0.835 0.745 0.588 0.570 0.558 0.544 0.810 0.542 0.621 0.836 0.742 0.543 422 423 424 425 426 427 428 429 430 431 432 433 434 0.629 0.649 0.775 0.837 0.541 0.814 0.639 0.811 0.677 0.571 0.757 0.699 0.749 435 436 437 438 439 440 441 442 443 444 445 446 448 0.793 0.850 0.648 0.727 0.538 0.559 0.734 0.612 0.692 0.823 0.568 0.820 0.843 449 450 451 452 453 454 455 456 457 458 459 460 461 0.573 0.769 0.815 0.685 0.698 0.641 0.632 0.760 0.698 0.603 0.731 0.732 0.809 462 463 464 465 466 467 468 469 470 471 472 473 474 0.791 0.760 0.793 0.767 0.797 0.805 0.694 0.738 0.549 0.590 0.551 0.563 0.630 475 476 477 478 479 480 481 482 483 484 485 486 487 0.565 0.711 0.552 0.694 0.629 0.628 0.626 0.755 0.657 0.784 0.764 0.614 0.665 488 489 490 491 492 493 494 495 496 498 499 500 501 0.703 0.827 0.540 0.750 0.851 0.802 0.667 0.632 0.809 0.785 0.662 0.790 0.690 502 503 504 505 506 507 508 509 510 511 512 513 514 0.567 0.684 0.513 0.687 0.534 0.586 0.756 0.846 0.809 0.629 0.532 0.545 0.644 515 516 517 518 519 520 521 522 523 524 525 526 527 0.575 0.780 0.771 0.798 0.525 0.687 0.655 0.741 0.640 0.831 0.675 0.791 0.797 528 529 530 531 532 534 535 536 537 538 539 540 541 0.792 0.596 0.656 0.727 0.587 0.594 0.797 0.651 0.526 0.734 0.840 0.578 0.767 542 543 544 545 546 547 548 549 550 551 552 553 554 0.585 0.752 0.600 0.642 0.634 0.807 0.550 0.802 0.605 0.790 0.797 0.739 0.545 555 556 557 558 559 560 561 562 563 564 565 566 567 0.745 0.550 0.793 0.694 0.674 0.768 0.753 0.610 0.642 0.778 0.663 0.547 0.714 568 569 570 571 572 573 574 575 576 577 578 579 580 0.581 0.673 0.644 0.774 0.772 0.761 0.830 0.663 0.623 0.656 0.640 0.614 0.557 581 582 583 584 585 586 587 588 589 590 591 592 593 0.718 0.602 0.590 0.825 0.672 0.785 0.748 0.759 0.748 0.663 0.601 0.823 0.770 594 595 596 597 598 599 600 601 602 603 604 605 606 0.606 0.650 0.747 0.593 0.748 0.797 0.697 0.579 0.682 0.573 0.755 0.664 0.521 607 608 609 610 611 612 613 614 615 616 617 618 619 0.757 0.519 0.644 0.651 0.818 0.638 0.709 0.739 0.827 0.851 0.705 0.574 0.819 620 621 622 623 624 625 626 627 628 629 630 631 632 0.778 0.649 0.679 0.847 0.731 0.685 0.504 0.800 0.576 0.811 0.720 0.815 0.771 633 634 635 636 637 638 639 640 641 642 643 644 645 0.694 0.588 0.727 0.571 0.578 0.612 0.529 0.771 0.815 0.532 0.828 0.526 0.597 646 647 648 649 650 651 652 653 654 655 656 657 658 0.840 0.670 0.509 0.534 0.745 0.815 0.608 0.728 0.751 0.699 0.831 0.557 0.805 659 660 661 662 663 664 665 666 667 668 669 670 671 0.825 0.619 0.671 0.623 0.745 0.520 0.686 0.590 0.818 0.751 0.665 0.783 0.629 672 673 674 675 676 677 678 679 680 681 682 683 684 0.515 0.829 0.506 0.723 0.533 0.656 0.787 0.562 0.646 0.775 0.810 0.631 0.542 685 686 687 688 689 690 691 692 693 694 695 696 697 0.737 0.685 0.664 0.634 0.738 0.766 0.835 0.587 0.755 0.769 0.633 0.780 0.845 698 699 700 701 702 703 704 705 706 707 708 709 710 0.797 0.694 0.846 0.598 0.597 0.849 0.691 0.753 0.849 0.508 0.696 0.824 0.509 711 712 713 714 715 716 717 718 719 720 721 722 723 0.744 0.724 0.783 0.848 0.822 0.513 0.808 0.571 0.716 0.591 0.794 0.562 0.819 724 725 726 727 728 729 730 731 732 733 734 735 736 0.695 0.645 0.642 0.756 0.826 0.661 0.827 0.774 0.528 0.673 0.695 0.690 0.532 737 738 739 740 741 742 743 744 745 746 747 748 749 0.784 0.584 0.648 0.795 0.778 0.689 0.589 0.739 0.578 0.645 0.535 0.522 0.749 750 751 752 753 754 755 756 757 758 759 760 761 762 0.565 0.724 0.714 0.511 0.698 0.799 0.820 0.617 0.751 0.571 0.684 0.725 0.605 763 764 765 766 767 768 769 770 771 772 773 774 775 0.779 0.700 0.608 0.737 0.629 0.600 0.630 0.640 0.515 0.803 0.628 0.564 0.593 776 777 778 779 780 781 783 784 785 786 787 788 789 0.726 0.791 0.813 0.832 0.654 0.704 0.530 0.806 0.805 0.714 0.639 0.624 0.758 790 791 792 793 794 795 796 797 798 799 800 801 802 0.557 0.652 0.702 0.629 0.636 0.566 0.701 0.793 0.605 0.617 0.721 0.832 0.619 803 804 805 806 807 808 809 810 811 812 813 814 815 0.782 0.791 0.819 0.813 0.581 0.573 0.565 0.833 0.811 0.784 0.603 0.771 0.585 816 817 818 819 820 821 822 823 824 825 826 827 828 0.517 0.640 0.700 0.740 0.709 0.845 0.809 0.818 0.542 0.564 0.555 0.741 0.795 829 830 831 832 833 834 835 836 837 838 839 840 841 0.819 0.800 0.609 0.715 0.799 0.850 0.793 0.832 0.734 0.591 0.843 0.823 0.745 842 843 844 845 846 847 848 849 850 851 852 853 854 0.764 0.516 0.838 0.779 0.652 0.803 0.694 0.560 0.552 0.667 0.509 0.630 0.818 855 856 857 858 859 860 861 862 863 864 865 866 867 0.780 0.824 0.666 0.713 0.807 0.797 0.600 0.663 0.782 0.548 0.831 0.754 0.807 868 869 870 871 872 873 874 875 876 877 878 879 880 0.753 0.840 0.620 0.664 0.568 0.612 0.660 0.657 0.515 0.677 0.650 0.812 0.623 881 882 883 884 885 886 887 888 889 890 891 892 893 0.824 0.823 0.580 0.690 0.708 0.667 0.610 0.549 0.714 0.705 0.851 0.763 0.661 894 895 896 897 898 899 900 901 902 903 904 905 906 0.826 0.504 0.754 0.724 0.675 0.660 0.718 0.744 0.579 0.643 0.824 0.678 0.527 907 908 909 910 911 912 913 914 915 916 917 918 919 0.787 0.766 0.828 0.714 0.794 0.722 0.572 0.560 0.504 0.628 0.690 0.682 0.827 920 921 922 923 924 925 926 927 928 929 930 931 932 0.801 0.677 0.667 0.551 0.779 0.563 0.781 0.704 0.627 0.658 0.511 0.528 0.811 933 934 935 936 937 938 939 940 941 942 943 944 945 0.789 0.811 0.542 0.722 0.763 0.726 0.736 0.606 0.819 0.630 0.696 0.837 0.614 946 947 948 949 950 951 952 953 954 956 957 958 959 0.628 0.649 0.774 0.780 0.772 0.587 0.811 0.757 0.805 0.727 0.518 0.694 0.571 960 961 962 963 964 965 966 967 968 969 970 971 972 0.757 0.692 0.723 0.749 0.693 0.561 0.850 0.747 0.838 0.623 0.549 0.766 0.741 973 974 975 976 977 978 979 980 981 982 983 984 985 0.836 0.765 0.638 0.783 0.666 0.663 0.544 0.554 0.556 0.806 0.829 0.838 0.598 986 987 988 989 990 991 992 993 994 995 996 997 998 0.835 0.738 0.545 0.664 0.629 0.654 0.772 0.822 0.559 0.744 0.833 0.821 0.776 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 0.781 0.580 0.622 0.798 0.532 0.831 0.641 0.847 0.671 0.808 0.787 0.510 0.836 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 0.598 0.587 0.727 0.817 0.663 0.841 0.663 0.519 0.706 0.739 0.648 0.611 0.636 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1037 1038 0.675 0.581 0.683 0.629 0.560 0.697 0.604 0.729 0.768 0.828 0.722 0.540 0.514 1039 1040 1041 1042 1043 1045 1046 1047 1048 1049 1050 1051 1052 0.603 0.695 0.787 0.508 0.813 0.507 0.554 0.742 0.647 0.785 0.771 0.529 0.642 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 0.769 0.775 0.630 0.762 0.670 0.589 0.772 0.674 0.826 0.507 0.729 0.626 0.820 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 0.626 0.799 0.817 0.800 0.788 0.651 0.555 0.738 0.769 0.802 0.766 0.850 0.795 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 0.533 0.592 0.757 0.737 0.601 0.834 0.549 0.573 0.656 0.749 0.820 0.716 0.817 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 0.741 0.801 0.528 0.661 0.503 0.550 0.804 0.814 0.698 0.772 0.581 0.719 0.771 1105 1106 1107 1108 1109 1110 1112 1113 1114 1115 1116 1117 1118 0.835 0.642 0.741 0.605 0.513 0.852 0.531 0.607 0.570 0.635 0.772 0.610 0.629 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 0.562 0.840 0.853 0.849 0.618 0.561 0.589 0.800 0.600 0.537 0.727 0.749 0.542 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 0.812 0.806 0.675 0.735 0.627 0.821 0.706 0.598 0.794 0.838 0.830 0.850 0.663 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 0.767 0.636 0.797 0.735 0.633 0.714 0.808 0.765 0.527 0.513 0.837 0.686 0.810 1158 1159 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 0.697 0.553 0.669 0.820 0.711 0.604 0.830 0.633 0.751 0.553 0.515 0.714 0.667 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 0.851 0.790 0.630 0.676 0.819 0.853 0.812 0.651 0.682 0.566 0.778 0.720 0.638 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 0.671 0.598 0.575 0.530 0.787 0.797 0.594 0.588 0.810 0.699 0.837 0.799 0.615 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 0.805 0.687 0.812 0.803 0.815 0.644 0.663 0.541 0.807 0.520 0.839 0.833 0.763 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 0.743 0.789 0.691 0.823 0.808 0.843 0.730 0.548 0.663 0.835 0.553 0.657 0.647 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 0.785 0.504 0.742 0.800 0.817 0.828 0.529 0.527 0.669 0.754 0.553 0.646 0.831 1237 1238 1239 1240 1241 1242 1243 1244 1246 1247 1248 1249 1250 0.597 0.808 0.708 0.832 0.768 0.683 0.805 0.644 0.675 0.695 0.624 0.711 0.784 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 0.570 0.733 0.534 0.553 0.761 0.636 0.786 0.851 0.695 0.544 0.532 0.722 0.747 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 0.814 0.516 0.537 0.782 0.635 0.626 0.524 0.630 0.649 0.645 0.737 0.691 0.839 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 0.579 0.803 0.725 0.760 0.685 0.580 0.651 0.514 0.659 0.780 0.556 0.824 0.701 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 0.850 0.805 0.594 0.714 0.782 0.786 0.560 0.704 0.638 0.549 0.667 0.638 0.635 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 0.799 0.789 0.810 0.641 0.648 0.653 0.832 0.782 0.627 0.554 0.702 0.821 0.733 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 0.598 0.682 0.840 0.520 0.814 0.678 0.668 0.853 0.770 0.628 0.746 0.737 0.701 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 0.590 0.736 0.623 0.567 0.548 0.782 0.824 0.588 0.536 0.738 0.695 0.824 0.626 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 0.730 0.594 0.555 0.509 0.583 0.566 0.543 0.688 0.844 0.730 0.844 0.567 0.728 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 0.805 0.774 0.664 0.698 0.805 0.716 0.548 0.558 0.566 0.530 0.696 0.789 0.639 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 0.524 0.832 0.522 0.816 0.599 0.842 0.851 0.603 0.675 0.508 0.659 0.532 0.845 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 0.592 0.786 0.741 0.656 0.743 0.821 0.841 0.554 0.687 0.680 0.750 0.680 0.806 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 0.742 0.831 0.560 0.654 0.743 0.834 0.800 0.822 0.582 0.825 0.632 0.691 0.555 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 0.562 0.833 0.611 0.541 0.574 0.767 0.722 0.659 0.804 0.783 0.839 0.773 0.724 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 0.574 0.850 0.739 0.681 0.566 0.674 0.739 0.748 0.553 0.526 0.636 0.784 0.776 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 0.782 0.846 0.837 0.772 0.582 0.622 0.829 0.509 0.771 0.521 0.580 0.694 0.577 1446 1447 1448 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 0.644 0.559 0.826 0.689 0.796 0.570 0.605 0.598 0.604 0.761 0.567 0.751 0.828 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 0.779 0.622 0.672 0.619 0.719 0.602 0.662 0.822 0.724 0.733 0.848 0.788 0.710 1473 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 0.612 0.654 0.777 0.751 0.528 0.575 0.571 0.568 0.795 0.688 0.565 0.848 0.803 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 0.562 0.827 0.723 0.551 0.836 0.734 0.559 0.763 0.551 0.531 0.636 0.541 0.504 1500 0.642 > > testTobit2XoFacMl <- selection( ys ~ xs, yo ~ xo + factor(xF), data = t2Dat ) > print( testTobit2XoFacMl ) Call: selection(selection = ys ~ xs, outcome = yo ~ xo + factor(xF), data = t2Dat) Coefficients: S:(Intercept) S:xs O:(Intercept) O:xo O:factor(xF)1 -0.00239 1.06175 -0.00660 1.03834 -0.09223 sigma rho 1.02554 -0.70702 > fitted( testTobit2XoFacMl, part = "selection" ) 1 2 3 4 5 6 7 8 9 10 11 12 13 0.853 0.703 0.758 0.681 0.764 0.546 0.826 0.850 0.811 0.581 0.523 0.527 0.830 14 15 16 17 18 19 21 22 23 24 25 26 27 0.728 0.795 0.682 0.588 0.689 0.825 0.621 0.841 0.499 0.575 0.814 0.623 0.738 28 29 30 31 32 33 35 36 37 38 39 40 41 0.554 0.761 0.508 0.587 0.801 0.543 0.729 0.546 0.835 0.519 0.538 0.789 0.709 42 43 44 45 46 47 48 49 50 51 52 53 54 0.769 0.511 0.692 0.616 0.523 0.645 0.684 0.653 0.678 0.777 0.728 0.681 0.590 55 56 57 58 59 60 61 62 63 64 65 66 67 0.683 0.535 0.580 0.621 0.638 0.557 0.675 0.768 0.524 0.622 0.524 0.532 0.827 68 69 70 71 72 73 74 75 76 77 78 79 80 0.644 0.635 0.789 0.565 0.669 0.549 0.549 0.549 0.587 0.818 0.843 0.570 0.804 81 82 83 84 85 86 87 88 89 90 91 92 93 0.811 0.528 0.840 0.561 0.693 0.699 0.566 0.607 0.693 0.625 0.772 0.560 0.642 94 95 96 97 98 99 100 101 102 103 104 105 106 0.852 0.507 0.532 0.616 0.676 0.715 0.735 0.825 0.556 0.556 0.605 0.679 0.852 107 108 109 110 111 112 113 114 115 116 117 118 119 0.786 0.582 0.558 0.566 0.714 0.771 0.807 0.625 0.677 0.833 0.531 0.774 0.695 120 121 122 124 125 126 127 128 129 130 131 132 133 0.712 0.593 0.780 0.825 0.579 0.650 0.793 0.613 0.526 0.718 0.705 0.724 0.681 134 135 136 137 138 139 140 141 142 143 144 145 146 0.850 0.671 0.811 0.797 0.764 0.740 0.553 0.824 0.784 0.833 0.764 0.751 0.843 147 148 150 151 152 153 154 155 156 157 158 159 160 0.554 0.608 0.733 0.637 0.793 0.790 0.750 0.721 0.534 0.513 0.713 0.732 0.696 161 162 163 164 165 166 167 168 169 170 171 172 173 0.705 0.551 0.847 0.714 0.530 0.597 0.519 0.576 0.778 0.636 0.657 0.850 0.601 174 175 176 177 178 179 180 181 182 183 184 185 186 0.726 0.849 0.754 0.851 0.625 0.831 0.548 0.810 0.660 0.640 0.575 0.804 0.789 187 188 189 190 191 192 193 194 195 196 197 198 199 0.641 0.694 0.579 0.737 0.693 0.845 0.650 0.794 0.753 0.687 0.704 0.514 0.650 200 201 202 203 204 205 206 207 208 209 210 211 212 0.640 0.819 0.852 0.732 0.552 0.765 0.808 0.629 0.776 0.811 0.665 0.689 0.688 213 214 215 216 217 218 219 220 221 222 223 224 225 0.767 0.797 0.670 0.687 0.628 0.852 0.547 0.654 0.534 0.837 0.852 0.692 0.606 226 227 228 229 230 231 232 233 234 235 236 237 238 0.750 0.615 0.623 0.811 0.689 0.681 0.770 0.665 0.650 0.751 0.586 0.789 0.640 239 240 241 242 243 244 245 246 247 248 249 250 251 0.504 0.850 0.828 0.731 0.527 0.553 0.796 0.646 0.560 0.808 0.653 0.778 0.527 252 253 254 255 256 257 258 259 260 261 262 263 264 0.585 0.821 0.805 0.668 0.847 0.830 0.742 0.795 0.837 0.695 0.698 0.601 0.797 265 266 267 268 269 270 271 272 273 274 275 276 277 0.757 0.652 0.552 0.854 0.751 0.710 0.781 0.821 0.777 0.748 0.605 0.810 0.827 278 279 280 281 282 283 284 285 286 287 288 289 290 0.847 0.809 0.590 0.837 0.537 0.579 0.790 0.813 0.655 0.668 0.810 0.805 0.742 291 292 293 294 295 296 297 298 299 300 301 302 303 0.698 0.834 0.731 0.579 0.562 0.847 0.807 0.630 0.528 0.565 0.781 0.735 0.690 304 305 306 307 308 309 310 311 312 313 314 315 316 0.681 0.531 0.730 0.513 0.621 0.504 0.800 0.804 0.746 0.646 0.630 0.819 0.499 317 318 319 320 321 322 323 324 325 326 327 328 329 0.563 0.657 0.757 0.841 0.619 0.834 0.632 0.741 0.778 0.780 0.837 0.830 0.773 330 331 332 333 334 335 336 337 338 339 340 341 342 0.681 0.693 0.742 0.816 0.775 0.693 0.849 0.696 0.654 0.738 0.821 0.729 0.853 343 344 345 346 347 348 349 350 351 352 353 354 355 0.705 0.506 0.600 0.783 0.648 0.593 0.609 0.548 0.739 0.684 0.686 0.611 0.831 356 357 358 359 360 361 362 363 364 365 366 367 368 0.843 0.735 0.827 0.742 0.699 0.627 0.799 0.588 0.761 0.823 0.841 0.843 0.645 369 370 371 372 373 374 375 376 377 378 379 380 381 0.830 0.853 0.753 0.713 0.620 0.533 0.572 0.737 0.778 0.519 0.627 0.610 0.723 382 383 384 385 386 387 388 389 390 391 392 393 394 0.684 0.673 0.773 0.552 0.808 0.612 0.801 0.564 0.785 0.569 0.785 0.511 0.649 395 396 397 398 399 400 401 402 403 404 405 406 407 0.699 0.679 0.665 0.564 0.778 0.548 0.799 0.793 0.801 0.850 0.516 0.606 0.687 408 409 410 411 412 413 414 415 416 417 418 420 421 0.631 0.836 0.745 0.586 0.567 0.555 0.541 0.811 0.539 0.619 0.838 0.742 0.540 422 423 424 425 426 427 428 429 430 431 432 433 434 0.627 0.648 0.776 0.838 0.538 0.815 0.637 0.812 0.676 0.568 0.757 0.699 0.749 435 436 437 438 439 440 441 442 443 444 445 446 448 0.794 0.852 0.646 0.727 0.535 0.556 0.734 0.610 0.692 0.824 0.565 0.821 0.845 449 450 451 452 453 454 455 456 457 458 459 460 461 0.570 0.769 0.817 0.685 0.698 0.640 0.631 0.760 0.697 0.601 0.731 0.732 0.811 462 463 464 465 466 467 468 469 470 471 472 473 474 0.792 0.760 0.794 0.768 0.798 0.806 0.693 0.738 0.546 0.588 0.548 0.560 0.628 475 476 477 478 479 480 481 482 483 484 485 486 487 0.562 0.711 0.549 0.693 0.627 0.626 0.624 0.756 0.656 0.784 0.765 0.612 0.664 488 489 490 491 492 493 494 495 496 498 499 500 501 0.702 0.829 0.536 0.750 0.853 0.803 0.665 0.630 0.810 0.786 0.661 0.791 0.690 502 503 504 505 506 507 508 509 510 511 512 513 514 0.564 0.683 0.509 0.687 0.530 0.584 0.756 0.848 0.810 0.628 0.529 0.542 0.643 515 516 517 518 519 520 521 522 523 524 525 526 527 0.573 0.781 0.772 0.799 0.521 0.686 0.654 0.741 0.639 0.832 0.674 0.792 0.798 528 529 530 531 532 534 535 536 537 538 539 540 541 0.793 0.594 0.655 0.727 0.585 0.592 0.798 0.650 0.522 0.734 0.842 0.576 0.768 542 543 544 545 546 547 548 549 550 551 552 553 554 0.583 0.752 0.598 0.640 0.633 0.808 0.547 0.803 0.603 0.791 0.798 0.740 0.542 555 556 557 558 559 560 561 562 563 564 565 566 567 0.745 0.547 0.794 0.693 0.673 0.768 0.753 0.608 0.641 0.779 0.662 0.544 0.714 568 569 570 571 572 573 574 575 576 577 578 579 580 0.579 0.672 0.642 0.775 0.773 0.762 0.831 0.661 0.622 0.655 0.639 0.612 0.554 581 582 583 584 585 586 587 588 589 590 591 592 593 0.718 0.600 0.588 0.826 0.672 0.786 0.748 0.759 0.748 0.662 0.599 0.824 0.770 594 595 596 597 598 599 600 601 602 603 604 605 606 0.604 0.649 0.747 0.591 0.748 0.798 0.696 0.576 0.681 0.570 0.755 0.663 0.517 607 608 609 610 611 612 613 614 615 616 617 618 619 0.757 0.515 0.643 0.650 0.819 0.637 0.709 0.739 0.828 0.853 0.705 0.571 0.821 620 621 622 623 624 625 626 627 628 629 630 631 632 0.779 0.648 0.678 0.849 0.731 0.685 0.500 0.801 0.573 0.812 0.720 0.816 0.771 633 634 635 636 637 638 639 640 641 642 643 644 645 0.693 0.585 0.727 0.569 0.575 0.610 0.526 0.772 0.816 0.528 0.829 0.523 0.595 646 647 648 649 650 651 652 653 654 655 656 657 658 0.841 0.669 0.505 0.531 0.746 0.816 0.606 0.728 0.751 0.699 0.832 0.554 0.806 659 660 661 662 663 664 665 666 667 668 669 670 671 0.827 0.617 0.670 0.621 0.745 0.517 0.686 0.588 0.820 0.751 0.664 0.784 0.627 672 673 674 675 676 677 678 679 680 681 682 683 684 0.512 0.830 0.502 0.723 0.530 0.655 0.788 0.559 0.644 0.776 0.811 0.629 0.539 685 686 687 688 689 690 691 692 693 694 695 696 697 0.737 0.684 0.662 0.633 0.738 0.767 0.836 0.585 0.756 0.769 0.631 0.781 0.846 698 699 700 701 702 703 704 705 706 707 708 709 710 0.798 0.694 0.848 0.595 0.595 0.851 0.691 0.753 0.851 0.504 0.695 0.825 0.505 711 712 713 714 715 716 717 718 719 720 721 722 723 0.744 0.723 0.783 0.850 0.824 0.509 0.809 0.568 0.716 0.588 0.795 0.559 0.820 724 725 726 727 728 729 730 731 732 733 734 735 736 0.695 0.644 0.640 0.756 0.828 0.660 0.829 0.774 0.525 0.672 0.694 0.689 0.529 737 738 739 740 741 742 743 744 745 746 747 748 749 0.785 0.582 0.647 0.796 0.778 0.688 0.586 0.740 0.576 0.643 0.532 0.518 0.750 750 751 752 753 754 755 756 757 758 759 760 761 762 0.563 0.724 0.714 0.507 0.698 0.800 0.821 0.615 0.752 0.568 0.684 0.725 0.603 763 764 765 766 767 768 769 770 771 772 773 774 775 0.780 0.700 0.606 0.737 0.627 0.598 0.628 0.639 0.511 0.804 0.626 0.561 0.591 776 777 778 779 780 781 783 784 785 786 787 788 789 0.726 0.792 0.815 0.833 0.653 0.703 0.527 0.807 0.806 0.714 0.637 0.622 0.759 790 791 792 793 794 795 796 797 798 799 800 801 802 0.554 0.651 0.701 0.628 0.634 0.563 0.700 0.794 0.603 0.615 0.721 0.833 0.617 803 804 805 806 807 808 809 810 811 812 813 814 815 0.783 0.792 0.821 0.814 0.578 0.570 0.562 0.834 0.813 0.785 0.601 0.771 0.583 816 817 818 819 820 821 822 823 824 825 826 827 828 0.514 0.639 0.700 0.740 0.709 0.846 0.810 0.819 0.538 0.561 0.552 0.742 0.796 829 830 831 832 833 834 835 836 837 838 839 840 841 0.820 0.801 0.607 0.715 0.800 0.851 0.794 0.833 0.734 0.589 0.844 0.825 0.745 842 843 844 845 846 847 848 849 850 851 852 853 854 0.764 0.512 0.839 0.779 0.650 0.805 0.693 0.557 0.549 0.666 0.506 0.629 0.819 855 856 857 858 859 860 861 862 863 864 865 866 867 0.781 0.826 0.665 0.713 0.808 0.798 0.598 0.662 0.782 0.545 0.832 0.754 0.809 868 869 870 871 872 873 874 875 876 877 878 879 880 0.753 0.842 0.618 0.663 0.566 0.610 0.659 0.656 0.512 0.676 0.648 0.813 0.621 881 882 883 884 885 886 887 888 889 890 891 892 893 0.825 0.824 0.578 0.689 0.707 0.666 0.608 0.546 0.713 0.705 0.853 0.764 0.660 894 895 896 897 898 899 900 901 902 903 904 905 906 0.827 0.500 0.754 0.724 0.674 0.659 0.718 0.745 0.576 0.641 0.825 0.677 0.524 907 908 909 910 911 912 913 914 915 916 917 918 919 0.788 0.767 0.829 0.714 0.795 0.722 0.569 0.557 0.500 0.626 0.690 0.681 0.828 920 921 922 923 924 925 926 927 928 929 930 931 932 0.802 0.676 0.666 0.548 0.780 0.560 0.782 0.704 0.626 0.657 0.507 0.525 0.812 933 934 935 936 937 938 939 940 941 942 943 944 945 0.790 0.812 0.539 0.722 0.763 0.726 0.736 0.604 0.820 0.628 0.696 0.838 0.612 946 947 948 949 950 951 952 953 954 956 957 958 959 0.626 0.648 0.775 0.781 0.773 0.584 0.812 0.758 0.806 0.727 0.514 0.694 0.568 960 961 962 963 964 965 966 967 968 969 970 971 972 0.757 0.692 0.723 0.749 0.693 0.558 0.852 0.747 0.839 0.621 0.546 0.767 0.741 973 974 975 976 977 978 979 980 981 982 983 984 985 0.838 0.766 0.637 0.784 0.665 0.662 0.541 0.551 0.553 0.807 0.831 0.839 0.596 986 987 988 989 990 991 992 993 994 995 996 997 998 0.836 0.738 0.542 0.663 0.628 0.653 0.773 0.824 0.556 0.745 0.834 0.822 0.777 999 1000 1001 1002 1003 1004 1005 1006 1007 1008 1009 1010 1011 0.781 0.578 0.620 0.799 0.528 0.832 0.640 0.848 0.670 0.809 0.788 0.506 0.838 1012 1013 1014 1015 1016 1017 1018 1019 1020 1021 1022 1023 1024 0.596 0.584 0.727 0.818 0.662 0.843 0.661 0.515 0.705 0.739 0.647 0.609 0.635 1025 1026 1027 1028 1029 1030 1031 1032 1033 1034 1035 1037 1038 0.674 0.579 0.682 0.627 0.557 0.696 0.601 0.729 0.769 0.830 0.722 0.536 0.510 1039 1040 1041 1042 1043 1045 1046 1047 1048 1049 1050 1051 1052 0.601 0.694 0.788 0.505 0.814 0.504 0.551 0.742 0.645 0.786 0.772 0.525 0.641 1053 1054 1055 1056 1057 1058 1059 1060 1061 1062 1063 1064 1065 0.769 0.776 0.628 0.762 0.669 0.586 0.772 0.673 0.828 0.503 0.729 0.625 0.821 1066 1067 1068 1069 1070 1071 1072 1073 1074 1075 1076 1077 1078 0.624 0.800 0.819 0.801 0.789 0.650 0.552 0.739 0.770 0.803 0.767 0.852 0.796 1079 1080 1081 1082 1083 1084 1085 1086 1087 1088 1089 1090 1091 0.529 0.590 0.758 0.738 0.599 0.835 0.546 0.570 0.655 0.750 0.821 0.716 0.818 1092 1093 1094 1095 1096 1097 1098 1099 1100 1101 1102 1103 1104 0.741 0.802 0.525 0.660 0.499 0.547 0.805 0.815 0.697 0.773 0.578 0.718 0.772 1105 1106 1107 1108 1109 1110 1112 1113 1114 1115 1116 1117 1118 0.836 0.641 0.742 0.603 0.510 0.854 0.527 0.605 0.568 0.633 0.773 0.608 0.627 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 0.559 0.842 0.855 0.851 0.616 0.558 0.586 0.801 0.598 0.534 0.727 0.750 0.539 1132 1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 0.813 0.807 0.674 0.735 0.625 0.822 0.706 0.596 0.795 0.840 0.831 0.852 0.662 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 0.768 0.635 0.798 0.735 0.632 0.713 0.809 0.766 0.524 0.509 0.839 0.685 0.811 1158 1159 1161 1162 1163 1164 1165 1166 1167 1168 1169 1170 1171 0.697 0.550 0.668 0.821 0.711 0.602 0.832 0.631 0.751 0.550 0.511 0.714 0.666 1172 1173 1174 1175 1176 1177 1178 1179 1180 1181 1182 1183 1184 0.853 0.791 0.628 0.675 0.820 0.854 0.814 0.650 0.681 0.563 0.779 0.720 0.637 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195 1196 1197 0.670 0.596 0.572 0.527 0.788 0.798 0.592 0.586 0.812 0.698 0.839 0.800 0.613 1198 1199 1200 1201 1202 1203 1204 1205 1206 1207 1208 1209 1210 0.807 0.687 0.813 0.805 0.817 0.643 0.662 0.538 0.809 0.516 0.840 0.834 0.763 1211 1212 1213 1214 1215 1216 1217 1218 1219 1220 1221 1222 1223 0.743 0.790 0.691 0.824 0.809 0.845 0.730 0.545 0.661 0.837 0.550 0.656 0.646 1224 1225 1226 1227 1228 1229 1230 1231 1232 1233 1234 1235 1236 0.786 0.500 0.742 0.801 0.818 0.829 0.525 0.524 0.668 0.754 0.549 0.644 0.833 1237 1238 1239 1240 1241 1242 1243 1244 1246 1247 1248 1249 1250 0.595 0.810 0.708 0.834 0.768 0.682 0.806 0.643 0.674 0.695 0.622 0.711 0.785 1251 1252 1253 1254 1255 1256 1257 1258 1259 1260 1261 1262 1263 0.567 0.734 0.530 0.550 0.762 0.634 0.787 0.853 0.695 0.541 0.529 0.722 0.747 1264 1265 1266 1267 1268 1269 1270 1271 1272 1273 1274 1275 1276 0.816 0.512 0.534 0.783 0.633 0.624 0.520 0.628 0.647 0.643 0.738 0.690 0.840 1277 1278 1279 1280 1281 1282 1283 1284 1285 1286 1287 1288 1289 0.576 0.805 0.725 0.761 0.684 0.578 0.649 0.510 0.658 0.780 0.553 0.825 0.701 1290 1291 1292 1293 1294 1295 1296 1297 1298 1299 1300 1301 1302 0.852 0.807 0.592 0.713 0.783 0.787 0.557 0.704 0.637 0.546 0.666 0.636 0.633 1303 1304 1305 1306 1307 1308 1309 1310 1311 1312 1313 1314 1315 0.800 0.790 0.811 0.640 0.646 0.651 0.834 0.783 0.625 0.551 0.702 0.822 0.733 1316 1317 1318 1319 1320 1321 1322 1323 1324 1325 1326 1327 1328 0.596 0.681 0.842 0.516 0.816 0.677 0.667 0.854 0.771 0.627 0.746 0.737 0.701 1329 1330 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 0.588 0.736 0.621 0.564 0.545 0.783 0.825 0.586 0.532 0.738 0.695 0.825 0.624 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354 0.730 0.592 0.552 0.505 0.580 0.563 0.540 0.687 0.846 0.730 0.845 0.564 0.728 1355 1356 1357 1358 1359 1360 1361 1362 1363 1364 1365 1366 1367 0.806 0.775 0.663 0.697 0.807 0.716 0.544 0.555 0.564 0.527 0.695 0.790 0.637 1368 1369 1370 1371 1372 1373 1374 1375 1376 1377 1378 1379 1380 0.520 0.833 0.519 0.818 0.597 0.843 0.853 0.601 0.675 0.504 0.658 0.529 0.847 1381 1382 1383 1384 1385 1386 1387 1388 1389 1390 1391 1392 1393 0.589 0.787 0.741 0.655 0.744 0.822 0.842 0.551 0.686 0.679 0.750 0.679 0.807 1394 1395 1396 1397 1398 1399 1400 1401 1402 1403 1404 1405 1406 0.742 0.832 0.557 0.652 0.743 0.835 0.801 0.824 0.579 0.827 0.631 0.691 0.552 1407 1408 1409 1410 1411 1412 1413 1414 1415 1416 1417 1418 1419 0.559 0.834 0.609 0.538 0.571 0.768 0.721 0.658 0.805 0.784 0.840 0.773 0.724 1420 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 0.572 0.851 0.740 0.681 0.563 0.673 0.739 0.748 0.550 0.522 0.634 0.785 0.777 1433 1434 1435 1436 1437 1438 1439 1440 1441 1442 1443 1444 1445 0.783 0.848 0.839 0.773 0.580 0.620 0.830 0.505 0.771 0.518 0.578 0.694 0.575 1446 1447 1448 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 0.642 0.556 0.827 0.688 0.797 0.568 0.603 0.595 0.602 0.761 0.564 0.752 0.830 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 0.780 0.621 0.671 0.617 0.718 0.600 0.660 0.823 0.724 0.733 0.849 0.789 0.710 1473 1475 1476 1477 1478 1479 1480 1481 1482 1483 1484 1485 1486 0.610 0.653 0.778 0.751 0.525 0.573 0.568 0.566 0.796 0.687 0.563 0.849 0.804 1487 1488 1489 1490 1491 1492 1493 1494 1495 1496 1497 1498 1499 0.559 0.829 0.723 0.548 0.838 0.734 0.556 0.764 0.548 0.528 0.634 0.538 0.500 1500 0.641 > logLik( testTobit2XoFacMl ) 'log Lik.' -2213 (df=7) > lrtest( testTobit2XoFacMl, testTobit2Ml ) Likelihood ratio test Model 1: selection(selection = ys ~ xs, outcome = yo ~ xo + factor(xF), data = t2Dat) Model 2: selection(selection = ys ~ xs, outcome = yo ~ xo, data = t2Dat, method = "ml") #Df LogLik Df Chisq Pr(>Chisq) 1 7 -2213 2 6 -2215 -1 2.78 0.096 . --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 > > ## data directly in the workspace > ys <- t2Dat$ys > xs <- t2Dat$xs > yo <- t2Dat$yo > xo <- t2Dat$xo > > testTobit2WsTwoStep <- selection( ys ~ xs, yo ~ xo, method = "2step" ) > all.equal( testTobit2WsTwoStep[ -c( 1, 2 ) ], testTobit2TwoStep[ -c( 1, 2 ) ] ) [1] TRUE > all.equal( model.matrix( testTobit2WsTwoStep ), + mmoTestTobit2TwoStep ) [1] TRUE > all.equal( model.matrix( testTobit2WsTwoStep, part = "selection" ), + mmsTestTobit2TwoStep ) [1] TRUE > all.equal( model.frame( testTobit2WsTwoStep ), + mfTestTobit2TwoStep ) [1] TRUE > > testTobit2WsMl <- selection( ys ~ xs, yo ~ xo ) > all.equal( testTobit2Ml[-17], testTobit2Ml[-17] ) [1] TRUE > all.equal( model.matrix( testTobit2WsMl ), + mmoTestTobit2Ml ) [1] TRUE > all.equal( model.matrix( testTobit2WsMl, part = "selection" ), + mmsTestTobit2Ml ) [1] TRUE > all.equal( model.frame( testTobit2WsMl ), + mfTestTobit2Ml ) [1] TRUE > > rm( ys, xs, yo, xo ) > > proc.time() user system elapsed 8.59 0.93 9.53