R Under development (unstable) (2024-08-15 r87022 ucrt) -- "Unsuffered Consequences" Copyright (C) 2024 The R Foundation for Statistical Computing Platform: x86_64-w64-mingw32/x64 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > require(robustbase) Loading required package: robustbase > ## instead of relying on system.file("test-tools-1.R", package="Matrix"): > source(system.file("xtraR/test-tools.R", package = "robustbase")) > showProc.time() Time (user system elapsed): 0 0 0 > > data(hbk); hbk.x <- data.matrix(hbk[, 1:3]) > > covComed(hbk.x) $Z [,1] [,2] [,3] [1,] -6.087809254 -13.09999354 14.705465671 [2,] -5.777228968 -13.64634107 15.052212929 [3,] -6.536101218 -13.56143334 16.162000384 [4,] -6.111574526 -14.34825012 16.565974104 [5,] -6.297788761 -14.10072524 16.218097351 [6,] -6.468706561 -13.63735058 15.146601077 [7,] -6.286768634 -13.93004059 15.095480588 [8,] -6.015541425 -13.10704917 14.996115962 [9,] -6.000161208 -13.83327590 16.207379832 [10,] -5.794443424 -13.18932959 15.865515487 [11,] -6.772255277 -16.00427044 18.279792818 [12,] -7.452170489 -15.48206281 19.363262321 [13,] -7.139581165 -17.23266496 17.612583607 [14,] -6.281552750 -22.08802267 17.466612096 [15,] -1.753276252 -1.94492066 0.900244788 [16,] -1.518745224 -1.45732603 -0.068937934 [17,] 0.056461929 -0.98333683 0.070787684 [18,] -1.237065583 -1.11058694 0.941557472 [19,] -0.385035223 -1.84343471 0.772375796 [20,] -1.583588589 -2.24313094 0.960733521 [21,] -1.359513613 -1.48462556 0.853003931 [22,] -0.184740103 -2.02156566 0.955390062 [23,] -0.979162178 -1.49514259 0.271483571 [24,] -0.600659567 -1.46325462 0.144765063 [25,] -0.538967978 -0.04476564 0.165082266 [26,] -0.474430108 -2.11610253 1.258598292 [27,] -1.768008612 -1.71917505 1.362700678 [28,] -1.014187954 -0.60481610 0.991036330 [29,] -0.627711388 -0.61257300 0.353711359 [30,] -0.795553846 -0.56210932 1.809733937 [31,] -1.595977246 -0.98773866 0.342105112 [32,] -0.172540831 -1.49186780 0.077113437 [33,] -0.730448282 -1.98650923 0.670773168 [34,] -0.248662904 -0.03281096 0.367377806 [35,] -1.675534766 -1.65407663 1.432683871 [36,] -0.636813495 -1.45611893 1.386645086 [37,] -0.081864817 -1.90854196 1.368565884 [38,] -0.732417294 -0.78947036 -0.006211199 [39,] -1.153883229 -0.10394431 0.547569358 [40,] -0.244845068 -1.27225483 0.589560320 [41,] -1.858105966 -1.17252575 1.379849175 [42,] -0.276773680 -0.69577641 1.463770182 [43,] 0.035145964 -2.04496035 0.412233459 [44,] -1.100573075 -0.45459706 1.668345700 [45,] -1.009944435 -0.14175204 0.221817581 [46,] -1.088322811 -0.44907680 1.556736479 [47,] -1.588108893 -0.18436993 0.269477008 [48,] -1.709890863 -1.16516834 1.453094640 [49,] -1.603863802 -1.68482873 0.816281804 [50,] -1.137764137 -1.86204552 1.424810053 [51,] -1.143357981 -1.00531132 0.051235042 [52,] -1.745477096 -0.51109567 0.462497867 [53,] -0.339291545 -0.34565598 1.813905925 [54,] -0.455454229 -1.87878408 0.026923653 [55,] -0.209291624 -1.50842858 0.411941103 [56,] -0.843743212 -2.04117952 0.315953302 [57,] -0.938855749 -0.50782087 0.268127733 [58,] -1.180585450 -2.20020244 0.610796569 [59,] -0.916717128 -1.42014834 1.527542176 [60,] -0.292051912 -1.01790487 1.785841117 [61,] -0.243527532 -2.17415416 1.564138090 [62,] -0.477101589 -0.09974653 0.112539927 [63,] -0.462212633 -1.69268334 -0.021226919 [64,] -1.489302327 -2.00788017 1.379012036 [65,] -1.164251881 -0.56976851 1.372592718 [66,] -0.074593329 -1.12886970 0.388885422 [67,] -0.810759263 -1.30935246 0.525610524 [68,] -0.118823198 -0.03373395 0.608037103 [69,] -1.021543223 -0.44241184 0.035833400 [70,] -0.597617014 -1.45826668 1.504067926 [71,] -1.165343625 -1.66551664 1.091822808 [72,] -0.314667210 -1.28390773 0.751160536 [73,] -0.216086436 -1.10977051 1.166887704 [74,] -0.003522848 -1.38865986 0.836744161 [75,] -0.296415621 -0.32633507 1.423273648 $raw.cov [,1] [,2] [,3] [1,] 3.562613961 -0.007646157 0.06862357 [2,] -0.007646157 2.491357097 0.01816029 [3,] 0.068623567 0.018160292 2.47944913 $raw.center [1] 1.914091 2.197396 2.021472 $raw.mah [1] 413.26701462 436.34206667 483.89439421 516.12597478 497.64308013 [6] 446.87547230 450.68952609 423.02595844 486.90613102 455.05264601 [11] 644.33160094 686.60550680 659.58619698 831.83678287 0.82050583 [16] 1.62268762 2.45249023 0.18489708 0.61144075 0.98643384 [21] 0.13938812 1.04835988 0.61078870 1.03058170 3.19340659 [26] 0.87160194 0.86790315 0.78776229 1.39971095 1.83966446 [31] 1.08355679 1.73764914 0.48366919 3.24454426 0.77906968 [36] 0.38050679 1.32878511 1.76461960 2.21118811 0.83103368 [41] 1.05597753 1.51841502 1.89180190 1.73500319 2.56336692 [46] 1.55853769 2.70036798 0.90874897 0.44080452 0.46146299 [51] 1.30059971 1.84189093 2.73922588 1.62580983 1.06176328 [56] 0.91917658 1.59465079 0.76532920 0.42332582 1.62603885 [61] 1.62350879 3.20590011 1.60802546 0.77547640 1.09279519 [66] 1.45643795 0.31080873 3.17444293 2.20799901 0.55860928 [71] 0.08944104 0.59955665 0.85033951 1.08807727 2.18959018 $wgtFUN function (d) as.numeric(d < median(d) * cMah) $cov X1 X2 X3 X1 1.1320546 0.0507541 0.1173361 X2 0.0507541 1.1522732 0.1407377 X3 0.1173361 0.1407377 1.0701585 $center X1 X2 X3 1.537705 1.780328 1.686885 $n.obs [1] 75 $weights [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [39] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 attr(,"class") [1] "comed" > covComed(hbk.x, n.iter=4) $Z [,1] [,2] [,3] [1,] -5.9194048468 19.4641789 3.32089756 [2,] -5.6215197314 20.0324026 3.64272932 [3,] -6.2995028849 20.9639764 2.94470812 [4,] -5.8993970204 21.7006966 3.45427369 [5,] -6.0921356760 21.2800578 3.40063229 [6,] -6.3034451906 20.1262311 3.52738163 [7,] -6.1438450893 20.2262220 3.82048872 [8,] -5.8288869403 19.7163212 3.18680515 [9,] -5.7797437230 21.1277584 3.20203134 [10,] -5.5570345638 20.5014552 2.83870935 [11,] -6.5487158399 24.0335183 3.95667263 [12,] -7.1225093619 24.7185728 2.90293977 [13,] -7.0347380426 24.0912287 5.31663641 [14,] -6.4925796173 26.4080462 9.63756685 [15,] -1.8086110651 1.8056605 1.06566920 [16,] -1.6079349314 0.7176494 1.15527626 [17,] -0.0004755981 0.5585515 0.81435262 [18,] -1.2397740849 1.4051200 0.37264342 [19,] -0.4479845143 1.6102078 1.16172661 [20,] -1.6542650714 2.0048887 1.30622604 [21,] -1.3908348533 1.5216703 0.72808230 [22,] -0.2476633541 1.8532836 1.24001195 [23,] -1.0506790782 1.0167205 1.06313974 [24,] -0.6800118024 0.8820371 1.13245637 [25,] -0.5287740928 0.1782282 -0.09151657 [26,] -0.5222599589 2.1695792 1.14333459 [27,] -1.7789955351 2.0898055 0.63738409 [28,] -0.9830304009 1.1855860 -0.06759999 [29,] -0.6402475719 0.6310176 0.29373258 [30,] -0.7091482843 1.8636872 -0.49778352 [31,] -1.6287135627 0.8353226 0.53789895 [32,] -0.2598463359 0.8277040 1.22832090 [33,] -0.8075462612 1.6038311 1.30587334 [34,] -0.2256957276 0.3392318 -0.17849230 [35,] -1.6782680702 2.1147662 0.55421075 [36,] -0.6344524673 1.9489887 0.49750540 [37,] -0.1111702811 2.1492735 0.94364803 [38,] -0.7790690419 0.4133535 0.61800280 [39,] -1.1198829886 0.5529061 -0.28677524 [40,] -0.2846844475 1.1594430 0.77511906 [41,] -1.8335100345 1.8294166 0.15110962 [42,] -0.2234236474 1.6207000 -0.16353890 [43,] -0.0656143960 1.3918785 1.55286945 [44,] -1.0154510170 1.6948879 -0.54544577 [45,] -1.0001688334 0.2879509 -0.07765985 [46,] -1.0101969094 1.5956507 -0.49289552 [47,] -1.5755154064 0.3649172 -0.11526778 [48,] -1.6806573250 1.8851091 0.12075931 [49,] -1.6490718216 1.5976686 0.89741855 [50,] -1.1561805114 2.2002224 0.78362766 [51,] -1.1980398810 0.5825151 0.73886399 [52,] -1.7400101006 0.7008534 0.05461405 [53,] -0.2409779112 1.7461688 -0.64627822 [54,] -0.5690139214 0.9877991 1.56155984 [55,] -0.2756086587 1.1254157 1.07067015 [56,] -0.9469650448 1.3287527 1.52178070 [57,] -0.9491773584 0.5118369 0.21979521 [58,] -1.2730895805 1.6717308 1.48064317 [59,] -0.9017652243 2.0590142 0.37129056 [60,] -0.2376926859 2.0619474 -0.05028250 [61,] -0.2759636322 2.4565026 1.05934843 [62,] -0.4740217944 0.1593413 -0.01241841 [63,] -0.5672828381 0.8520591 1.42529067 [64,] -1.5183693121 2.2434643 0.90149927 [65,] -1.1053716099 1.5001599 -0.30299050 [66,] -0.1192937827 0.9096282 0.76778152 [67,] -0.8547769128 1.1371721 0.79006138 [68,] -0.0807241795 0.5437801 -0.28766798 [69,] -1.0426209756 0.2806061 0.27343106 [70,] -0.5878799871 2.0502505 0.44359676 [71,] -1.1931407470 1.8143647 0.78009252 [72,] -0.3443921966 1.3062742 0.69765208 [73,] -0.2081977804 1.5735569 0.34710674 [74,] -0.0354624101 1.4254549 0.77158945 [75,] -0.2225885346 1.3988386 -0.46235235 $raw.cov [,1] [,2] [,3] [1,] 3.618375774 0.003438425 0.02714664 [2,] 0.003438425 2.261741970 -0.10533810 [3,] 0.027146638 -0.105338096 2.53674371 $raw.center [1] 1.863622 2.340705 1.954131 $raw.mah [1] 440.16532585 465.62896921 513.50899151 549.34551281 529.59247924 [6] 476.25096636 481.24449226 450.10013765 517.64637285 482.86647595 [11] 686.56545987 726.91179680 707.71085096 908.00166750 0.80009086 [16] 1.53300751 2.44516995 0.29550139 0.49191798 0.94977216 [21] 0.16043500 0.91956050 0.53469877 0.92103255 3.71094505 [26] 0.80545181 0.93206875 1.05082640 1.62292447 2.05718949 [31] 1.21547934 1.57931327 0.36004089 3.73374510 0.85061652 [36] 0.38909916 1.24076489 1.89775982 2.73385798 0.79280912 [41] 1.21567350 1.65958353 1.65985288 2.03113358 3.06089376 [46] 1.86355805 3.21308044 1.06241909 0.43475824 0.47682304 [51] 1.37233143 2.19475088 2.97273766 1.38740655 0.94363862 [56] 0.73346932 1.89003568 0.64118087 0.46925232 1.67377919 [61] 1.57286843 3.68609286 1.40289396 0.80527147 1.37199916 [66] 1.43112647 0.30344470 3.63495102 2.53580371 0.56814556 [71] 0.09104078 0.57600093 0.87685324 1.01583935 2.46548993 $wgtFUN function (d) as.numeric(d < median(d) * cMah) $cov X1 X2 X3 X1 1.1320546 0.0507541 0.1173361 X2 0.0507541 1.1522732 0.1407377 X3 0.1173361 0.1407377 1.0701585 $center X1 X2 X3 1.537705 1.780328 1.686885 $n.obs [1] 75 $weights [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [39] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 attr(,"class") [1] "comed" > showProc.time() Time (user system elapsed): 0.03 0 0.03 > > data(radarImage) > covComed(radarImage) $Z [,1] [,2] [,3] [,4] [,5] [1,] 3.541513e-02 1.372055e+00 4.130734e-01 0.04496963 -4.974366 [2,] -8.903589e-02 5.595637e-01 -8.761985e-02 0.04495940 -5.058680 [3,] -1.209917e+00 -4.307851e-01 -7.655555e-01 0.04496185 -5.142996 [4,] -3.163754e-02 -1.202631e-01 -2.919806e-01 0.04494798 -5.227304 [5,] -1.772092e-02 1.825410e-01 1.188029e+00 0.08992052 -4.384190 [6,] -1.180707e+00 -6.889688e-02 1.466823e+00 0.08993424 -4.468505 [7,] -1.429493e+00 -6.482624e-01 2.843965e-01 0.08992959 -4.552818 [8,] -4.761474e-01 -5.524142e-01 3.763751e-01 0.08991612 -4.637127 [9,] 7.128247e-01 -3.535062e-01 1.627653e-01 0.08990066 -4.721435 [10,] 1.807906e+00 -2.859175e-01 4.756464e-01 0.08988452 -4.805743 [11,] 7.284275e-01 -6.953184e-02 -1.125430e-01 0.08990418 -4.890057 [12,] -2.529783e-01 -6.788699e-02 -9.862421e-01 0.08991925 -4.974370 [13,] -1.419277e+00 -1.019772e+00 -2.218613e-01 0.08992247 -5.058687 [14,] -1.470553e+00 -6.617046e-01 -4.777384e-01 0.08992837 -5.142998 [15,] -4.185648e-01 8.148900e-01 -8.775183e-01 0.13490386 -4.046944 [16,] -1.190786e-01 -3.345968e-01 3.120581e-01 0.13488158 -4.131257 [17,] 5.410077e-01 -8.614807e-01 -1.026726e-01 0.13486354 -4.215568 [18,] 7.726695e-01 2.200418e-01 -6.759634e-01 0.13487593 -4.299876 [19,] -8.972802e-01 1.248758e-01 -5.556243e-01 0.13489977 -4.384192 [20,] -2.046502e+00 1.733806e-01 5.450249e-01 0.13491744 -4.468507 [21,] -1.374480e+00 8.042954e-01 -5.693104e-01 0.13491660 -4.552815 [22,] -8.247543e-02 5.460158e-02 -8.469872e-01 0.13488554 -4.637124 [23,] 6.581821e-02 -4.486353e-01 2.288690e-02 0.13487526 -4.721437 [24,] 1.308466e+00 2.728775e-02 1.098728e+00 0.13486265 -4.805744 [25,] 4.134463e-02 -4.256612e-01 -9.806826e-04 0.13487543 -4.890059 [26,] -9.600660e-01 -1.642166e+00 -1.613728e+00 0.13487302 -4.974376 [27,] -4.235928e-01 -1.658471e+00 -8.377890e-01 0.13486403 -5.058686 [28,] 1.207806e+00 -8.789185e-02 -4.928100e-01 0.13486193 -5.142989 [29,] 1.165832e+00 3.843457e-01 -9.785914e-01 0.17983959 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5.562008e+00 3.025846e+00 3.707693e+00 1.764088e+00 [211] 2.093444e+00 1.948102e+00 1.967476e+00 1.718021e+00 3.859856e+00 [216] 2.165773e+00 1.155862e+00 2.705501e+00 8.361078e+00 3.338251e+00 [221] 2.036795e+00 1.396657e+00 1.500343e+00 4.008947e+00 2.027460e+00 [226] 2.947850e+00 4.563885e+00 2.592614e+00 4.082353e+00 1.128181e+00 [231] 1.730872e+00 1.268592e+00 2.060464e+00 4.443099e+00 4.132857e+00 [236] 1.841067e+00 1.239207e+01 1.224420e+01 2.578672e+00 2.965417e+00 [241] 2.459656e+00 1.412950e+01 4.389749e+00 2.303644e+00 2.475616e+00 [246] 5.000284e+00 4.477834e+00 5.483312e+00 2.381913e+00 3.125276e+00 [251] 4.460581e+00 2.089235e+00 3.774701e+00 1.473490e+00 2.719372e+00 [256] 2.127418e+00 1.480599e+00 4.231800e+00 3.156420e+00 1.211507e+00 [261] 1.293242e+01 2.024457e+01 1.049909e+01 7.813988e+00 3.137400e+00 [266] 2.243604e+00 1.228446e+00 1.759407e+00 2.350624e+00 4.581877e+00 [271] 3.504718e+00 4.918062e+00 4.914617e+00 6.262840e+00 1.907326e+00 [276] 3.865802e+00 1.792448e+00 3.122317e+00 4.273715e+00 2.692715e+00 [281] 1.497189e+00 1.161240e+00 1.291918e+00 4.674767e+00 5.490842e+00 [286] 5.796380e+00 7.295068e+00 1.268118e+01 4.636683e+00 2.233980e+00 [291] 2.530558e+00 4.071798e+00 2.526435e+00 4.284934e+00 2.039616e+00 [296] 6.076124e+00 2.545771e+00 2.881580e+00 2.401557e+00 2.106620e+00 [301] 4.398972e+00 3.581858e+00 4.409605e+00 5.323095e+00 3.626891e+00 [306] 4.022200e+00 1.299023e+00 1.894877e+00 8.597557e-01 2.412954e+00 [311] 5.464291e+00 5.343995e+00 1.940059e+00 4.302569e+00 3.049311e+00 [316] 2.143432e+00 1.221838e+00 3.154337e+00 1.425755e+00 1.673350e+00 [321] 3.074765e+00 1.737346e+00 9.463709e+00 8.547734e+00 2.541805e+00 [326] 4.182916e+00 4.147237e+00 5.003414e+00 5.329059e+00 2.797545e+00 [331] 3.636634e+00 1.647515e+00 2.828995e+00 2.137724e+00 1.145674e+00 [336] 2.312786e+00 4.730469e+00 2.597475e+00 3.729625e+00 2.282302e+00 [341] 1.087506e+00 2.517384e+00 5.190759e+00 1.909795e+00 2.191537e+00 [346] 1.750889e+00 5.815897e+00 3.140095e+00 1.673443e+00 5.848760e+00 [351] 1.090076e+01 2.456673e+00 2.931137e+00 4.042084e+00 3.947612e+00 [356] 4.498899e+00 7.813073e+00 1.927083e+00 2.047130e+00 3.975105e+00 [361] 1.323689e+00 2.780756e+00 3.401281e+00 7.976991e+00 2.427190e+00 [366] 4.075444e+00 1.326526e+00 1.568236e+00 3.172060e+00 1.810138e+00 [371] 2.919381e+00 1.129676e+00 7.673996e+00 6.091862e+00 9.231480e+00 [376] 3.471279e+00 3.553895e+00 3.811026e+00 7.036587e+00 4.190908e+00 [381] 2.187020e+00 5.055131e+00 5.142290e+00 5.156852e+00 2.467707e+00 [386] 3.491297e+00 1.348608e+00 3.799931e+00 2.559092e+00 2.893577e+00 [391] 2.448569e+00 2.375172e+00 2.194239e+00 1.443872e+00 1.577890e+00 [396] 1.073890e+00 3.599227e+00 3.625275e+00 6.097951e+00 2.539919e+00 [401] 8.803976e-01 3.124483e+00 6.104880e+00 4.088223e+00 2.047230e+00 [406] 2.685327e+00 6.502410e+00 3.832771e+00 3.681368e+00 3.153868e+00 [411] 2.164708e+00 3.797919e+00 1.458722e+00 2.752333e+00 1.315086e+00 [416] 2.523170e+00 3.770574e+00 1.715984e+00 1.368315e+00 1.969758e+00 [421] 3.054667e+00 8.825308e+00 4.935998e+00 7.219911e-01 1.080544e+00 [426] 2.162382e+00 4.713655e+00 7.871757e-01 2.958081e+00 4.767562e+00 [431] 5.990957e+00 2.013558e+00 2.145294e+00 9.280423e+00 5.416481e+00 [436] 5.817953e+00 4.315561e+00 3.121483e+00 5.281070e+00 3.335321e+00 [441] 3.386597e+00 1.997698e+00 4.642637e+00 4.487452e+00 3.233226e+00 [446] 2.709827e+00 9.132624e-01 1.925041e+00 6.622198e+00 2.690076e+01 [451] 2.876099e+01 9.811163e-01 2.480493e+00 3.374545e+00 1.617460e+00 [456] 1.000439e+00 2.971793e+00 1.906431e+00 4.328144e+00 6.684655e+00 [461] 6.474805e+00 1.189640e+01 1.026847e+01 2.657296e+00 9.645655e+00 [466] 3.171530e+00 2.179719e+00 3.209335e+00 8.509270e+00 1.092698e+01 [471] 1.824987e+00 4.460004e+00 1.867227e+00 1.354972e+00 1.268670e+00 [476] 1.809953e+00 5.503892e+00 4.365160e+00 6.351728e-01 2.559559e+01 [481] 3.059166e+01 4.320881e-01 1.368144e+00 2.274355e+00 4.745421e-01 [486] 1.600395e+00 1.047744e+00 1.783384e+00 2.595571e+00 6.307613e+00 [491] 5.499125e+00 6.037930e+00 4.170533e+00 1.670490e+00 4.454297e+00 [496] 5.160436e+00 4.188774e+00 2.719934e+00 2.814164e+00 5.983567e+00 [501] 5.171809e+00 1.335140e+00 1.936005e+00 1.972548e+00 2.547709e+00 [506] 4.149728e+00 7.543297e+00 1.083881e+01 1.775686e+01 1.023787e+01 [511] 4.153407e+00 2.904766e+00 1.950175e+00 3.974356e+00 7.398193e+00 [516] 1.121988e+01 2.969656e+00 6.290529e-01 3.093656e+00 4.520429e+00 [521] 8.763959e-01 1.234812e+00 3.027773e+00 3.740721e+00 9.191882e+00 [526] 9.210477e+00 2.838435e+00 3.342709e+00 2.685031e+00 2.173986e+00 [531] 2.022194e+00 2.026229e+00 2.866019e+00 4.581558e+00 5.548972e+01 [536] 8.022944e+00 9.090114e+00 6.634690e+00 2.815861e+00 1.890221e+00 [541] 3.131031e+00 1.892374e+01 7.917496e+00 1.186801e+00 1.387029e+00 [546] 6.009679e+00 3.932988e+00 1.917632e+00 7.210318e+00 5.122673e+00 [551] 5.491723e+00 1.345195e+01 4.971207e+00 3.496642e+00 4.821291e+00 [556] 4.103866e+00 2.653362e+00 2.077892e+00 2.868844e+00 1.609543e+00 [561] 4.602567e+00 8.493596e+00 4.240409e+00 1.150613e+00 5.539890e-01 [566] 4.126363e+00 6.139338e+00 4.408211e+00 2.260782e+00 4.056388e+00 [571] 5.477612e+00 1.062751e+01 5.430398e+00 4.519750e+00 7.610201e+00 [576] 8.484482e+00 6.862536e+00 2.612667e+00 4.070709e+00 7.041032e+00 [581] 4.393781e+00 3.521949e+00 2.216648e+00 8.127656e-01 8.059472e+00 [586] 6.400332e-01 4.564882e-01 2.587279e+00 5.478463e+00 5.258489e+00 [591] 3.841782e+00 2.712170e+00 3.445111e+00 6.560083e+00 4.198283e+00 [596] 1.520714e+00 1.994800e+01 3.695346e+00 6.869259e+00 9.442008e+00 [601] 5.218904e+00 2.534276e+00 4.756290e+00 2.784205e+00 1.680260e+00 [606] 2.526931e+00 2.202851e+00 2.038988e+00 1.386490e+00 1.671836e+00 [611] 5.095585e+00 5.954586e+00 3.883191e+00 3.083075e+00 3.095097e+00 [616] 3.514169e+00 3.697578e+00 2.605827e+00 1.576333e+00 1.222037e+01 [621] 9.087542e+00 8.360645e+00 9.819803e+00 9.622306e+00 2.630817e+00 [626] 3.040370e+00 1.800967e+00 2.060464e+00 1.594734e+00 1.224519e+00 [631] 4.202259e+00 2.221112e+00 4.047142e+00 7.201316e+00 9.163929e+00 [636] 3.323706e+00 6.018251e+00 2.489964e+00 3.264488e+00 2.136181e+00 [641] 4.287664e+00 3.127740e+00 3.029305e+01 5.854056e+00 4.448384e+00 [646] 3.314223e+00 1.131166e+01 9.001416e+00 4.044948e+00 3.075838e+00 [651] 2.329888e+00 3.014711e+00 5.528600e+00 1.205636e+01 3.561612e+00 [656] 1.629462e+00 2.985833e+00 3.444568e+00 1.625965e+00 8.738015e-01 [661] 4.030184e+00 6.359910e+00 3.842206e+00 1.441950e+00 1.562988e+00 [666] 5.025006e+00 9.332848e+00 4.882287e+00 2.515765e+01 7.027545e+00 [671] 7.208861e+00 4.758013e+00 4.810749e+00 6.142719e+00 7.010255e+00 [676] 4.387416e+00 2.052611e+00 3.060278e+00 1.150601e+01 1.997769e+00 [681] 7.296875e+00 9.989871e-02 2.323556e+00 9.680406e-01 1.678094e+00 [686] 1.141573e+00 2.059962e+00 7.951949e+00 6.333798e+00 2.795387e+00 [691] 2.799103e+00 1.125794e+01 1.117072e+01 5.786580e+00 2.832969e+00 [696] 6.425900e+00 1.399347e+01 4.784463e+00 3.256053e+00 4.402465e+00 [701] 5.357626e+00 3.090191e+00 4.632577e+00 1.737017e+00 3.462960e+00 [706] 1.821214e+00 4.166628e+00 4.353500e+00 9.294361e-01 9.797592e-01 [711] 1.388320e+00 7.146904e+00 4.173950e+00 9.860287e-01 9.181829e+00 [716] 6.703528e+00 1.428387e+00 3.458783e+00 5.823896e+00 5.960288e+00 [721] 7.629192e+00 4.557712e+00 7.157274e+00 3.889452e+00 4.549172e+00 [726] 5.420686e+00 3.991728e+00 4.784175e+00 6.258583e+00 3.744039e+00 [731] 3.415744e+00 2.293418e+00 3.649575e+00 3.839783e+00 2.870384e+00 [736] 2.063892e+00 1.139346e+01 2.546862e+00 1.216141e+00 1.151573e+00 [741] 5.934008e+00 2.411404e+00 9.734841e-01 3.361439e+00 2.329693e+00 [746] 2.765490e+00 4.284527e+00 5.475530e+00 8.863059e+00 3.536695e+00 [751] 1.052720e+01 5.657173e+00 2.735675e+00 3.971514e+00 3.200636e+00 [756] 3.545546e+00 6.910048e+00 6.932342e+00 6.917955e+00 4.336167e+00 [761] 9.007397e+00 6.275548e+00 4.422416e+00 6.894813e+00 2.091571e+00 [766] 2.949638e+00 2.867072e+00 4.086292e+00 4.794301e+00 2.108041e+00 [771] 1.639078e+00 6.054124e+00 3.518332e+00 2.755588e+00 1.850897e+00 [776] 3.371020e+00 3.673716e+00 7.542849e+00 5.068196e+00 1.238084e+01 [781] 3.132578e+00 2.611973e+00 2.299983e+00 3.351809e+00 2.987710e+00 [786] 3.706961e+00 5.652636e+00 5.309672e+00 4.293761e+00 4.858714e+00 [791] 7.674888e+00 5.476447e+00 5.012559e+00 8.588636e+00 3.267823e+00 [796] 3.724827e+00 3.575095e+00 2.429595e+00 3.005636e+00 4.800164e+00 [801] 3.157551e+00 1.282457e+01 2.703455e+01 1.418834e+01 4.701095e+00 [806] 5.890314e+00 9.040433e+00 6.010751e+00 9.849913e-01 8.081232e+00 [811] 5.280865e+00 2.502061e+00 2.928402e+00 6.169872e+00 4.135268e+00 [816] 6.912821e+00 7.139106e+00 1.193071e+01 6.076215e+00 3.614246e+00 [821] 5.622429e+00 8.916490e+00 6.975607e+00 5.363350e+00 6.084775e+00 [826] 4.223043e+00 5.053531e+00 5.022692e+00 4.283352e+00 6.006073e+00 [831] 5.564542e+00 3.923716e+01 4.073452e+01 2.460835e+01 7.873901e+00 [836] 3.656565e+00 8.412898e+00 3.862214e+00 2.716956e+00 7.648287e+00 [841] 4.193852e+00 3.738207e+00 7.631720e+00 6.555386e+00 3.916673e+00 [846] 4.980429e+00 7.540640e+00 6.897441e+00 4.413782e+00 4.730046e+00 [851] 4.528505e+00 8.057724e+00 7.315254e+00 4.315401e+00 4.481174e+00 [856] 4.768230e+00 1.963721e+00 1.049853e+00 7.663491e+00 6.012540e+00 [861] 6.911056e+00 4.246837e+01 2.111142e+01 1.948088e+01 7.467978e+00 [866] 6.793173e+00 7.941144e+00 5.291289e+00 2.166353e+00 4.346594e+00 [871] 4.954987e+00 4.139583e+00 5.926609e+00 4.806695e+00 2.465897e+00 [876] 9.499658e+00 7.671049e+00 4.243520e+00 7.143478e+00 6.057407e+00 [881] 5.127060e+00 6.693065e+00 3.953918e+00 4.614264e+00 4.084986e+00 [886] 2.296901e+00 2.858808e+00 2.713834e+00 6.435815e+00 4.690802e+00 [891] 5.093051e+00 1.891590e+01 7.470066e+00 1.021864e+01 5.614461e+00 [896] 4.918738e+00 7.256849e+00 2.751755e+00 1.089786e+01 1.316343e+01 [901] 6.837074e+00 3.515893e+00 3.236368e+00 5.384538e+00 6.032708e+00 [906] 5.984846e+00 6.160251e+00 5.131240e+00 4.717253e+00 6.521535e+00 [911] 3.850922e+00 3.217968e+00 4.454481e+00 5.597799e+00 3.943825e+00 [916] 5.936823e+00 2.433825e+00 2.085370e+00 1.326356e+00 3.701556e+00 [921] 9.374248e+00 8.229040e+00 8.065310e+00 4.874610e+00 6.838422e+00 [926] 3.969255e+00 2.275162e+00 9.163601e+00 7.850649e+00 5.752720e+00 [931] 3.546169e+00 4.807434e+00 8.216486e+00 5.593763e+00 6.748059e+00 [936] 5.497523e+00 5.725880e+00 6.059296e+00 1.310782e+01 8.425570e+00 [941] 4.282471e+00 3.412217e+00 3.068401e+00 4.671965e+00 2.878740e+00 [946] 1.862154e+00 1.140220e+00 5.025325e+00 3.825582e+00 9.299931e+00 [951] 5.387397e+00 6.778738e+00 1.127813e+01 3.172488e+00 2.797252e+00 [956] 8.799047e+00 6.115552e+00 4.887191e+00 3.746554e+00 5.181761e+00 [961] 4.625907e+00 8.726534e+00 5.308059e+00 7.034564e+00 5.630005e+00 [966] 7.283717e+00 7.086370e+00 4.616611e+00 3.305252e+00 2.691698e+00 [971] 1.751274e+00 2.737441e+00 3.882671e+00 5.512802e-01 2.723631e+00 [976] 2.046397e+00 1.948507e+00 4.871084e+00 5.082472e+00 1.978152e+00 [981] 9.122314e+00 6.838921e+00 4.371370e+00 5.448161e+00 6.519184e+00 [986] 3.601045e+00 6.374087e+00 7.901463e+00 1.598386e+01 1.147803e+01 [991] 5.597564e+00 6.611079e+00 5.727506e+00 5.199654e+00 2.731945e+00 [996] 2.227624e+00 9.253500e-01 3.642538e+00 1.895829e+00 1.453247e+00 [1001] 6.710494e+00 5.580747e+00 1.374793e+00 1.204579e+00 1.995728e+00 [1006] 3.896657e+00 3.624459e+00 2.343083e+00 5.949779e+00 8.557029e+00 [1011] 7.463232e+00 1.033337e+01 5.638489e+00 7.071773e+00 5.995316e+00 [1016] 3.784799e+00 6.836621e+00 1.618586e+00 3.838700e+00 2.223041e+00 [1021] 1.229503e+00 1.925122e+00 4.493774e+00 5.513181e+00 3.381503e+00 [1026] 5.186949e+00 4.396948e+00 8.965307e+00 1.388416e+01 5.406161e+00 [1031] 6.138805e+00 5.099113e+00 4.753613e+00 5.676385e+00 5.610370e+00 [1036] 3.989311e+00 2.335640e+00 1.137219e+00 1.228654e+00 3.165979e+00 [1041] 4.840206e+00 6.102011e+00 2.385569e+00 2.455508e+00 2.527305e+00 [1046] 1.014396e+01 9.825490e+00 5.477801e+00 5.356721e+00 5.829949e+00 [1051] 5.086399e+00 6.204774e+00 6.181913e+00 7.044148e+00 1.875988e+00 [1056] 3.369261e+00 1.857365e+00 2.766919e+00 3.697036e+00 2.046828e+00 [1061] 2.238548e+00 2.251807e+00 3.885186e+00 1.317485e+01 9.515793e+00 [1066] 6.041920e+00 4.455619e+00 5.960711e+00 6.281329e+00 9.379620e+00 [1071] 4.645663e+00 1.450104e+00 1.746085e+00 4.213040e+00 2.527227e+00 [1076] 1.800468e+00 4.238255e+00 9.568989e+00 7.673451e+00 5.152143e+00 [1081] 6.484409e+00 6.214283e+00 6.694565e+00 2.223132e+00 1.670358e+00 [1086] 2.138946e+00 1.685620e+00 4.049763e+00 2.301319e+00 2.060640e+00 [1091] 2.294478e+00 7.661008e+00 5.591281e+00 6.706620e+00 5.374438e+00 [1096] 4.763520e+00 5.015867e+00 1.157212e+00 3.153889e+00 4.997080e+00 [1101] 2.180570e+00 3.058192e+00 2.842780e+00 2.058867e+00 2.491229e+00 [1106] 7.284705e+00 6.949104e+00 8.098234e+00 6.332652e+00 8.058911e+00 [1111] 1.809109e+00 1.043905e+00 1.015993e+01 7.217428e+00 2.012999e+00 [1116] 3.548129e+00 5.126506e+00 4.312712e+00 8.994222e+00 7.194310e+00 [1121] 8.792179e+00 6.422048e+00 1.385594e+01 1.347509e+00 1.925797e+00 [1126] 5.575839e+00 1.681629e+00 1.872040e+00 2.896491e+00 3.528333e+00 [1131] 2.828920e+00 1.153758e+01 7.421198e+00 7.360505e+00 9.002594e+00 [1136] 9.307610e+00 4.306099e+00 1.096047e+00 3.641234e+00 7.175952e+00 [1141] 2.701607e+00 1.600449e+00 1.974467e+00 2.217551e+00 1.576791e+01 [1146] 9.970254e+00 6.392357e+00 7.568586e+00 3.599972e+00 5.166705e+00 [1151] 6.977361e+00 4.861084e+00 4.475018e+00 2.173384e+00 2.351730e+00 [1156] 9.846791e+00 6.800521e+00 6.148251e+00 9.161037e+00 3.551174e+00 [1161] 3.510141e+00 3.760276e+00 6.092292e+00 4.814572e+00 7.430551e+00 [1166] 3.077026e+00 2.876724e+00 6.226818e+00 5.978872e+00 5.195605e+00 [1171] 2.444023e+00 5.184632e+00 3.612641e+00 6.310823e+00 6.246978e+00 [1176] 6.346098e+00 6.116132e+00 8.246638e+00 7.894328e+00 8.553387e+00 [1181] 6.014740e+00 4.245880e+00 8.811407e+00 4.518740e+00 1.931481e+00 [1186] 4.231979e+00 6.819749e+00 2.800688e+00 1.971108e+00 6.142068e+00 [1191] 8.740446e+00 8.003256e+00 9.332540e+00 7.904981e+00 6.581701e+00 [1196] 1.879120e+00 2.671321e+00 2.036698e+00 2.739567e+00 2.197809e+00 [1201] 4.124072e+00 1.229243e+01 2.095712e+00 2.895522e+00 1.483197e+00 [1206] 5.839622e+00 4.601423e+00 2.986269e+00 2.945021e+00 1.886596e+00 [1211] 2.254496e+00 9.649920e+00 3.978370e+00 4.346252e+00 5.927655e+00 [1216] 6.737020e+00 9.205895e+00 7.830912e+00 4.739728e+00 2.628631e+00 [1221] 2.538265e+00 9.439760e+00 1.659792e+01 1.342757e+01 3.653011e+00 [1226] 4.170023e+00 7.812068e+00 5.784372e+00 4.771198e+00 3.146326e+00 [1231] 1.850621e+00 1.462724e+01 1.496357e+01 4.607351e+00 2.828416e+00 [1236] 3.113782e+00 5.577258e+00 1.008784e+01 6.365280e+00 3.776025e+00 [1241] 2.690293e+00 5.316273e+00 2.756128e+00 2.592674e+00 5.710133e+00 [1246] 3.388181e+00 7.956631e+00 4.028533e+00 1.765484e+01 1.455629e+01 [1251] 4.105373e+00 3.131251e+00 2.642934e+00 2.129233e+00 3.932737e+00 [1256] 2.802576e+00 4.273898e+00 1.053592e+01 1.271014e+01 4.189757e+00 [1261] 2.809562e+00 3.513060e+00 2.563920e+00 3.118395e+00 4.130642e+00 [1266] 5.119659e+00 1.932386e+01 6.349261e+00 6.667473e+00 5.166360e+00 [1271] 4.148729e+00 3.095905e+00 2.447949e+00 4.833706e+00 6.130799e+00 [1276] 5.278384e+00 2.873806e+00 3.528246e+00 4.197523e+00 3.326586e+00 [1281] 3.798793e+00 4.018901e+00 3.407388e+00 6.937837e+00 6.102245e+00 [1286] 3.440503e+00 2.912786e+00 3.001705e+00 2.859766e+00 2.942705e+00 [1291] 4.420763e+00 3.088012e+00 3.285365e+00 2.423732e+00 4.687459e+00 [1296] 3.786652e+00 3.759308e+00 3.725437e+00 3.048167e+00 5.833566e+00 [1301] 3.543420e+00 2.862517e+00 1.521511e+01 1.101205e+01 7.753452e+00 [1306] 4.469314e+00 3.446108e+00 3.559637e+00 2.969397e+00 4.698554e+00 [1311] 3.513098e+00 5.015610e+00 8.699089e+00 5.337786e+00 3.093601e+00 [1316] 3.934942e+00 3.643182e+00 3.322807e+00 5.499362e+00 9.911015e+00 [1321] 9.294180e+00 3.583179e+00 8.758773e+00 4.517584e+00 7.701229e+00 [1326] 5.180471e+00 5.160170e+00 4.430706e+00 6.517955e+00 3.698608e+00 [1331] 5.469289e+00 4.337016e+00 3.529422e+00 3.427840e+00 4.158050e+00 [1336] 6.560247e+00 6.630190e+00 4.392642e+00 7.453479e+00 4.337348e+00 [1341] 3.486550e+00 5.473314e+00 6.657172e+00 4.210199e+00 3.449525e+00 [1346] 5.527404e+00 1.440873e+01 7.926619e+00 3.369322e+00 4.982716e+00 [1351] 6.909006e+00 9.047068e+00 4.489683e+00 6.382282e+00 6.186151e+00 [1356] 7.136078e+00 2.201194e+01 1.011633e+01 8.487551e+00 6.922916e+00 [1361] 4.745502e+00 4.596388e+00 4.687074e+00 6.274780e+00 1.029825e+01 [1366] 1.045325e+01 8.836855e+00 1.040083e+01 5.655952e+00 4.528016e+00 [1371] 5.400961e+00 4.830362e+00 5.788829e+00 6.264461e+00 1.915904e+01 [1376] 1.333047e+01 6.575277e+00 9.840912e+00 1.000967e+01 5.955071e+00 [1381] 5.935890e+00 5.687146e+00 4.401152e+00 6.813914e+00 5.172082e+00 [1386] 6.787586e+00 5.829744e+00 4.273350e+00 8.469169e+00 6.453616e+00 [1391] 8.485609e+00 4.985544e+00 1.263649e+01 1.134102e+01 5.240288e+00 [1396] 4.821601e+00 4.385346e+00 5.172297e+00 1.062354e+01 5.155877e+00 [1401] 6.584614e+00 1.240594e+01 1.123639e+01 5.242981e+00 5.711570e+00 [1406] 5.401715e+00 6.812687e+00 1.049358e+01 8.067833e+00 6.650552e+00 [1411] 1.796872e+01 5.979500e+00 5.766821e+00 6.785020e+00 8.363368e+00 [1416] 5.768404e+00 1.264874e+01 8.625678e+00 2.140115e+01 1.183423e+01 [1421] 6.572187e+00 6.227435e+00 5.812030e+00 5.845040e+00 6.179981e+00 [1426] 1.068726e+01 8.322505e+00 1.124625e+01 9.507653e+00 6.338311e+00 [1431] 6.731285e+00 6.981028e+00 6.318101e+00 6.594614e+00 8.296766e+00 [1436] 1.162102e+01 6.337847e+00 6.736008e+00 5.956717e+00 5.608089e+00 [1441] 7.277400e+00 9.893934e+00 1.926998e+01 1.119000e+01 6.837232e+00 [1446] 6.952956e+00 6.261039e+00 5.917255e+00 5.824645e+00 6.447143e+00 [1451] 7.441524e+00 1.046396e+01 1.340853e+01 1.017963e+01 8.579454e+00 [1456] 7.616919e+00 7.099147e+00 6.138731e+00 5.776580e+00 6.319066e+00 [1461] 6.715402e+00 8.110587e+00 9.268429e+00 1.025370e+01 8.080999e+00 [1466] 6.220269e+00 7.025444e+00 6.554299e+00 6.641385e+00 1.195469e+01 [1471] 7.791847e+00 8.239544e+00 7.145683e+00 6.415008e+00 6.556218e+00 [1476] 6.629524e+00 6.962300e+00 7.071407e+00 1.144536e+01 8.554594e+00 [1481] 8.650062e+00 7.335213e+00 1.069251e+01 7.129980e+00 7.230441e+00 [1486] 9.430160e+00 1.038228e+01 7.641425e+00 7.430851e+00 7.847930e+00 [1491] 8.893767e+00 1.131552e+01 7.598831e+00 7.642947e+00 8.467484e+00 [1496] 8.635323e+00 8.829149e+00 8.177662e+00 8.777929e+00 8.987479e+00 [1501] 1.057353e+01 1.034097e+01 8.828438e+00 2.547585e+01 9.719019e+00 [1506] 8.575652e+00 8.027194e+00 9.009415e+00 9.228236e+00 1.297040e+01 [1511] 1.229007e+01 1.456600e+01 9.014437e+00 8.635048e+00 8.594962e+00 [1516] 8.196811e+00 1.111615e+01 2.440458e+01 1.382864e+01 1.357659e+01 [1521] 1.423579e+01 1.063400e+01 9.659325e+00 9.458644e+00 1.481013e+01 [1526] 1.622431e+01 1.130857e+01 1.116317e+01 8.770614e+00 1.173518e+01 [1531] 9.989684e+00 1.065685e+01 9.201429e+00 1.059752e+01 9.107588e+00 [1536] 5.381829e+00 6.533642e+00 3.424910e+00 7.251236e+00 5.728812e+00 [1541] 3.832466e+00 8.197227e+00 5.079827e+01 3.554165e+01 6.773319e+00 [1546] 2.303836e+01 1.081805e+02 1.664087e+03 1.311505e+03 4.826147e+01 [1551] 2.077044e+01 1.110213e+02 1.695249e+03 1.426717e+03 5.959257e+01 [1556] 5.871975e+00 4.750105e+01 6.695897e+01 3.135076e+00 1.669229e+00 [1561] 1.955388e+01 2.405058e+01 5.050071e+00 6.148079e+01 5.087264e+02 [1566] 3.234975e+02 1.502279e+01 1.026048e+01 9.496083e+01 8.161743e+02 [1571] 4.120494e+02 3.004687e+00 2.386232e+01 $wgtFUN function (d) as.numeric(d < median(d) * cMah) $cov X.coord Y.coord Band.1 Band.2 Band.3 X.coord 120.314187 -15.536468 -301.7579 -72.86553 6.490504 Y.coord -15.536468 575.154255 230.1824 -247.03117 1.193755 Band.1 -301.757863 230.182447 25774.4110 8028.66541 398.465781 Band.2 -72.865529 -247.031169 8028.6654 28037.00734 743.638344 Band.3 6.490504 1.193755 398.4658 743.63834 4607.305334 $center X.coord Y.coord Band.1 Band.2 Band.3 51.68594 40.40802 11.52527 13.19261 10.03562 $n.obs [1] 1573 $weights [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [38] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [112] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [149] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [186] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [223] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [260] 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [297] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [334] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [371] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [408] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [445] 1 1 1 1 1 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 [482] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 [519] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 [556] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [593] 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [630] 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [667] 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [704] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [741] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [778] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 [815] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [852] 1 1 1 1 1 1 1 1 1 1 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [889] 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [926] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [963] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1000] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1037] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1074] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1111] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1148] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1185] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1222] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 [1259] 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1296] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1333] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 [1370] 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1407] 1 1 1 1 0 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 [1444] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1481] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 [1518] 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 0 0 0 0 0 0 0 0 0 [1555] 0 1 0 0 1 1 0 0 1 0 0 0 1 1 0 0 0 1 0 attr(,"class") [1] "comed" > covComed(radarImage[,3:5], n.iter = 5) $Z [,1] [,2] [,3] [1,] -0.245547725 1.350432638 0.4128237506 [2,] 0.002229563 0.566579720 -0.0876809392 [3,] 1.261998481 -0.240250720 -0.7650057839 [4,] 0.049842384 -0.114031101 -0.2919474419 [5,] -0.010958512 0.183222175 1.1880046193 [6,] 1.176713382 0.113124800 1.4672988525 [7,] 1.511890314 -0.421368277 0.2850697150 [8,] 0.555084084 -0.472833305 0.3766571403 [9,] -0.650238252 -0.458622558 0.1625457810 [10,] -1.742862111 -0.559722892 0.4749848896 [11,] -0.709087430 -0.180429860 -0.1128173168 [12,] 0.260821505 -0.028408018 -0.9861309384 [13,] 1.558974510 -0.790107599 -0.2211281793 [14,] 1.554843808 -0.428439842 -0.4770465945 [15,] 0.289034170 0.869334462 -0.8774936658 [16,] 0.168863232 -0.312351462 0.3121623671 [17,] -0.402449551 -0.934269447 -0.1027372327 [18,] -0.796977981 0.098875060 -0.6763048707 [19,] 0.867764435 0.260923647 -0.5552929763 [20,] 1.995499828 0.485200828 0.5457995158 [21,] 1.235141695 1.005481314 -0.5689082264 [22,] 0.073494213 0.066503052 -0.8469640708 [23,] 0.003762029 -0.453426788 0.0229380910 [24,] -1.297614785 -0.173567057 1.0982085520 [25,] 0.024433641 -0.426974510 -0.0009238172 [26,] 1.201212645 -1.475708050 -1.6130687818 [27,] 0.673263200 -1.574000602 -0.8373375413 [28,] -1.179821459 -0.272123669 -0.4932696007 [29,] -1.210560469 0.200914982 -0.9791155927 [30,] 0.513892940 0.151612074 -1.0620405418 [31,] 1.431805784 -0.725408689 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-1.166480234 -0.4850200451 [77,] 1.826179914 -0.741237343 0.7584011696 [78,] 1.370225494 0.893977747 0.4591647546 [79,] 0.266699483 0.342807679 0.8926187165 [80,] -0.167730396 -0.046657940 0.3256392750 [81,] -0.454780442 -0.461211218 0.9539527514 [82,] -1.055992159 -0.819365640 0.0738622931 [83,] 0.586477348 0.227285543 -1.2497506832 [84,] -1.040660815 -0.006297500 -0.2915333578 [85,] -0.833097274 0.553457449 0.2453301829 [86,] 0.185469796 -1.455251865 0.0992052267 [87,] 1.096077477 -2.021813628 0.5137614497 [88,] 0.887795901 -1.209733518 1.0932555169 [89,] 0.443722692 -0.588899882 -0.2370785899 [90,] -0.462453292 -1.021145758 -0.4737427486 [91,] -1.036908824 -0.819493377 0.8523292238 [92,] -0.043736902 0.162160892 1.1913050794 [93,] -0.096697055 0.020108603 0.8747423643 [94,] 0.608087223 -0.285101073 -0.1364582707 [95,] 0.116966333 -0.466513507 -0.0090910268 [96,] -0.266461086 -0.426853077 0.6592546601 [97,] -0.360365833 -0.212800470 -1.0797785873 [98,] -0.894579851 -1.211528919 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[208,] -0.523381015 1.043238936 -0.3149127348 [209,] 0.585385822 0.091043572 -1.4040440505 [210,] 0.824827894 -0.262529858 -0.1868858975 [211,] 0.679741677 0.030742382 1.0055193627 [212,] -0.182703610 -0.937912660 0.2282783279 [213,] -0.425081698 -0.643695814 -0.6324370966 [214,] -1.074758351 0.250094104 0.1097670442 [215,] -0.048332618 1.484709814 -0.2985493212 [216,] 0.368586825 0.979229226 0.1998101212 [217,] -0.055732514 -0.010890574 0.6559536310 [218,] 0.953147313 0.260300637 1.1164945674 [219,] 3.110439098 -0.011560362 -0.0071142073 [220,] 1.542480482 -0.409252807 -0.1903247607 [221,] -0.996814287 0.316518806 0.3033625572 [222,] -0.184175137 -0.199558273 0.4122747906 [223,] 0.168020697 0.243166657 0.1725827270 [224,] -0.378723700 -0.283207976 1.5113067353 [225,] -0.618941689 -0.136989823 0.3080379066 [226,] 0.032953727 -0.527725712 1.1313483194 [227,] 0.999502281 -0.020835029 1.6419451300 [228,] 0.289744652 -0.167625026 1.2018936071 [229,] -0.799935310 -1.469844046 0.0915882879 [230,] 0.167842094 -0.050148582 0.0192658465 [231,] 0.859214371 -0.092601538 -0.2110889777 [232,] 0.402241062 -0.266897683 -0.2069626711 [233,] 0.017841451 -0.935866852 0.4898343460 [234,] -0.878793329 -1.417470927 1.0526909411 [235,] -1.465789247 -1.109969215 0.9374527765 [236,] 0.743817784 0.646280621 0.5387879088 [237,] 1.999997951 2.501582918 1.2966378531 [238,] 1.385408282 2.548383161 1.6171896096 [239,] -1.163862531 -0.054872650 1.0652043102 [240,] -1.336938530 -0.660754060 0.8523295464 [241,] 0.606969099 -0.733137836 -0.5837577300 [242,] 2.190694674 -1.966955287 -1.8440975324 [243,] 0.933461682 -1.261594758 -0.5269635062 [244,] 0.421945766 0.346453627 1.0250468395 [245,] -0.058852005 0.902134919 0.4308384768 [246,] -1.236452793 0.953248642 -0.9434993707 [247,] -0.451228080 1.263583011 0.5016597595 [248,] -1.652266785 0.317041583 1.3557770390 [249,] -0.975798115 -0.330427945 0.0488200482 [250,] 0.373688274 -1.054862816 -0.0678778672 [251,] 1.132584052 -0.810042937 1.1743895596 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2.139615e+00 3.294781e+00 1.624214e+00 [341] 6.122595e-01 1.940133e+00 4.548392e+00 1.340124e+00 1.424918e+00 [346] 9.367159e-01 4.620036e+00 1.974569e+00 4.849018e-01 4.496733e+00 [351] 9.296618e+00 2.363680e-01 9.611883e-01 2.396898e+00 2.310391e+00 [356] 3.142976e+00 6.623644e+00 8.158640e-01 1.135793e+00 3.040974e+00 [361] 5.752479e-01 2.114209e+00 2.823770e+00 7.885284e+00 2.065321e+00 [366] 3.611942e+00 8.453751e-01 1.167969e+00 2.680466e+00 1.363844e+00 [371] 2.226315e+00 5.644165e-01 6.878382e+00 5.060574e+00 7.767402e+00 [376] 2.338129e+00 2.436568e+00 2.579160e+00 4.810131e+00 1.967174e+00 [381] 2.373620e-01 3.091773e+00 3.734407e+00 4.015052e+00 1.202432e+00 [386] 2.298428e+00 4.603573e-01 3.033739e+00 1.792715e+00 2.225767e+00 [391] 1.985193e+00 2.016031e+00 1.842569e+00 1.106544e+00 1.253289e+00 [396] 7.335308e-01 3.212485e+00 3.082886e+00 6.066761e+00 2.097491e+00 [401] 3.200041e-01 2.472162e+00 5.068732e+00 3.103820e+00 1.120403e+00 [406] 1.665371e+00 5.327883e+00 1.497121e+00 1.520988e+00 1.173312e+00 [411] 4.767364e-01 2.136126e+00 1.413628e-01 1.580270e+00 3.412368e-01 [416] 1.624154e+00 3.133480e+00 1.126855e+00 7.562817e-01 1.634290e+00 [421] 2.681008e+00 8.166993e+00 4.602170e+00 3.941676e-01 7.840635e-01 [426] 1.879524e+00 4.796848e+00 3.687540e-01 2.574404e+00 4.254046e+00 [431] 5.529194e+00 1.328824e+00 1.234531e+00 7.783785e+00 4.061036e+00 [436] 3.446649e+00 2.058379e+00 9.695611e-01 3.357505e+00 1.843179e+00 [441] 1.934276e+00 7.073083e-01 3.301915e+00 3.298692e+00 2.268853e+00 [446] 2.054855e+00 2.871641e-01 1.356901e+00 6.467138e+00 2.696343e+01 [451] 2.836509e+01 7.153252e-01 2.305889e+00 3.210227e+00 1.283832e+00 [456] 6.993285e-01 2.642527e+00 1.563078e+00 3.639585e+00 5.804622e+00 [461] 6.047824e+00 1.090502e+01 8.688416e+00 1.533063e+00 7.559393e+00 [466] 9.297753e-01 1.683659e-01 1.517346e+00 6.777291e+00 9.393062e+00 [471] 5.766417e-01 3.339604e+00 9.087659e-01 5.836293e-01 6.275793e-01 [476] 1.264875e+00 5.031998e+00 3.878532e+00 3.149481e-01 2.513480e+01 [481] 3.029639e+01 2.226075e-01 1.275911e+00 2.257778e+00 2.524488e-01 [486] 1.299381e+00 6.480829e-01 1.313761e+00 1.949503e+00 5.661511e+00 [491] 4.856285e+00 5.345038e+00 3.172374e+00 5.677100e-01 1.779720e+00 [496] 2.857154e+00 1.994176e+00 7.205662e-01 1.052608e+00 4.113178e+00 [501] 3.810889e+00 1.464306e-01 9.176641e-01 1.080501e+00 1.820393e+00 [506] 3.635945e+00 7.103700e+00 1.154541e+01 1.854227e+01 9.701041e+00 [511] 4.188410e+00 2.873124e+00 1.648637e+00 3.674300e+00 7.459449e+00 [516] 1.123106e+01 2.701553e+00 1.870346e-01 2.580375e+00 3.887920e+00 [521] 1.159579e-01 3.446267e-01 3.239189e-01 1.352674e+00 7.362018e+00 [526] 7.392067e+00 1.095647e+00 1.745387e+00 1.386424e+00 9.801982e-01 [531] 1.035350e+00 1.218076e+00 2.157854e+00 4.194126e+00 5.898418e+01 [536] 7.494197e+00 9.452568e+00 6.938729e+00 2.491798e+00 1.710002e+00 [541] 2.922568e+00 1.861623e+01 7.680888e+00 7.216113e-01 8.919197e-01 [546] 5.441393e+00 2.985605e+00 1.045991e+00 4.224306e+00 2.455006e+00 [551] 3.196522e+00 1.197811e+01 3.220721e+00 1.964654e+00 3.188958e+00 [556] 2.826940e+00 1.522801e+00 1.083184e+00 2.157631e+00 8.843242e-01 [561] 4.405523e+00 8.879008e+00 4.387531e+00 1.064685e+00 4.445286e-01 [566] 4.125594e+00 5.756511e+00 4.042480e+00 1.910776e+00 3.720150e+00 [571] 4.858264e+00 9.166731e+00 4.815181e+00 1.586491e+00 5.181029e+00 [576] 6.493871e+00 4.918980e+00 7.798853e-01 2.521051e+00 5.266470e+00 [581] 3.143126e+00 2.464232e+00 1.249853e+00 2.298762e-02 8.384844e+00 [586] 5.673344e-01 3.821392e-01 2.445226e+00 5.168661e+00 4.902623e+00 [591] 3.673766e+00 2.495305e+00 2.996302e+00 5.843530e+00 3.603641e+00 [596] 5.325816e-01 1.664474e+01 8.008941e-01 4.097425e+00 7.076632e+00 [601] 3.069484e+00 6.500952e-01 3.140534e+00 1.301895e+00 4.045073e-01 [606] 1.407123e+00 1.292786e+00 1.230708e+00 1.193043e+00 1.517179e+00 [611] 5.060903e+00 5.691756e+00 3.524939e+00 2.625694e+00 2.916813e+00 [616] 2.985461e+00 3.066967e+00 1.748995e+00 6.176889e-01 9.326754e+00 [621] 6.316886e+00 5.356125e+00 7.360087e+00 7.704847e+00 7.925900e-01 [626] 1.433341e+00 3.732774e-01 8.146936e-01 5.652562e-01 3.209698e-01 [631] 3.767434e+00 2.116425e+00 3.709242e+00 6.583026e+00 8.628935e+00 [636] 3.168276e+00 6.162731e+00 2.221656e+00 2.867903e+00 1.387026e+00 [641] 3.521079e+00 2.085016e+00 2.552197e+01 2.724225e+00 1.716744e+00 [646] 7.456856e-01 9.462203e+00 7.017493e+00 2.277648e+00 1.564922e+00 [651] 8.696598e-01 1.771343e+00 4.701374e+00 1.208796e+01 3.196910e+00 [656] 1.588239e+00 2.897602e+00 3.112144e+00 1.328365e+00 6.677446e-01 [661] 4.015002e+00 6.153544e+00 3.287589e+00 6.851209e-01 6.365428e-01 [666] 4.237449e+00 8.243698e+00 1.924248e+00 2.103442e+01 3.516097e+00 [671] 3.984616e+00 1.999360e+00 2.531762e+00 3.826566e+00 5.112692e+00 [676] 2.820399e+00 6.708692e-01 1.848731e+00 1.125896e+01 1.850575e+00 [681] 6.677675e+00 5.641538e-02 2.272160e+00 8.504279e-01 1.524339e+00 [686] 8.341429e-01 1.874521e+00 8.169663e+00 5.683561e+00 1.949779e+00 [691] 1.829462e+00 1.118838e+01 1.074920e+01 3.275105e+00 2.574592e-01 [696] 2.660322e+00 1.053980e+01 1.672323e+00 4.211687e-01 1.978206e+00 [701] 3.087501e+00 9.710568e-01 2.663111e+00 1.444470e-01 1.862217e+00 [706] 6.720676e-01 4.031066e+00 3.891294e+00 8.300412e-01 8.777492e-01 [711] 1.329438e+00 7.321824e+00 4.020547e+00 5.609156e-01 8.885301e+00 [716] 5.998428e+00 6.549052e-01 2.624145e+00 4.673604e+00 4.763653e+00 [721] 6.426651e+00 2.472329e+00 5.010154e+00 1.554309e+00 1.872996e+00 [726] 1.610494e+00 5.800145e-01 1.577978e+00 3.437404e+00 1.177546e+00 [731] 1.103744e+00 2.553194e-01 1.844454e+00 2.229780e+00 1.310707e+00 [736] 8.357287e-01 1.187426e+01 2.801907e+00 1.177202e+00 1.106067e+00 [741] 5.702831e+00 2.262568e+00 6.527959e-01 2.809207e+00 1.893773e+00 [746] 2.067324e+00 3.256896e+00 4.715898e+00 7.794521e+00 2.233984e+00 [751] 9.188479e+00 4.207472e+00 8.880373e-01 2.029961e+00 8.352143e-01 [756] 9.559450e-01 2.969567e+00 3.020375e+00 3.437814e+00 1.173494e+00 [761] 6.563896e+00 3.898747e+00 2.073493e+00 5.152776e+00 2.786660e-01 [766] 1.362852e+00 1.366877e+00 4.350660e+00 5.060868e+00 2.199681e+00 [771] 1.543586e+00 5.639120e+00 3.185809e+00 2.716214e+00 1.553351e+00 [776] 2.939353e+00 2.797024e+00 6.172827e+00 4.491444e+00 1.210908e+01 [781] 1.926888e+00 1.337382e+00 7.282998e-01 1.393731e+00 9.545868e-01 [786] 1.326617e+00 1.448339e+00 1.538034e+00 8.103040e-01 1.696478e+00 [791] 5.139701e+00 3.045537e+00 2.705926e+00 6.714196e+00 1.392410e+00 [796] 2.211300e+00 1.994838e+00 2.582279e+00 3.123054e+00 5.003378e+00 [801] 3.300644e+00 1.270501e+01 2.643343e+01 1.408023e+01 4.613516e+00 [806] 5.123097e+00 7.658164e+00 4.834292e+00 1.084052e-01 7.210504e+00 [811] 4.034326e+00 1.072421e+00 1.186606e+00 3.900801e+00 1.993071e+00 [816] 4.611368e+00 2.685392e+00 7.341019e+00 2.228686e+00 1.833860e-01 [821] 2.362361e+00 6.150762e+00 4.610609e+00 3.146859e+00 4.216658e+00 [826] 2.336618e+00 3.404369e+00 5.172214e+00 4.587027e+00 6.264247e+00 [831] 5.502703e+00 3.853271e+01 3.988602e+01 2.636008e+01 8.199928e+00 [836] 3.001875e+00 7.039921e+00 2.832675e+00 1.790349e+00 6.218692e+00 [841] 3.164992e+00 2.236374e+00 5.557308e+00 4.394047e+00 1.830567e+00 [846] 2.800542e+00 2.912727e+00 2.542628e+00 6.292710e-01 1.253353e+00 [851] 1.250006e+00 5.340441e+00 4.909128e+00 2.147165e+00 2.648580e+00 [856] 3.103276e+00 2.007496e+00 1.126882e+00 7.543338e+00 6.013162e+00 [861] 6.889059e+00 4.209676e+01 2.082185e+01 2.091778e+01 7.548672e+00 [866] 6.286478e+00 6.818916e+00 4.075733e+00 1.369345e+00 3.523487e+00 [871] 3.811020e+00 2.710980e+00 4.402662e+00 3.167339e+00 3.850008e-01 [876] 4.308773e+00 3.261465e+00 1.183247e-01 3.119207e+00 2.416790e+00 [881] 1.839454e+00 3.532457e+00 1.198159e+00 2.466992e+00 2.057897e+00 [886] 4.151619e-01 2.689465e+00 2.632515e+00 6.425868e+00 4.627539e+00 [891] 5.149942e+00 1.871380e+01 7.148196e+00 1.054931e+01 5.294390e+00 [896] 4.403736e+00 6.336757e+00 1.838809e+00 1.075869e+01 1.296545e+01 [901] 5.750993e+00 2.123843e+00 1.731057e+00 3.769135e+00 3.931283e+00 [906] 1.211873e+00 1.697715e+00 9.549879e-01 8.380391e-01 2.917562e+00 [911] 6.372701e-01 2.944932e-01 1.994628e+00 3.492314e+00 1.922688e+00 [916] 5.907992e+00 2.397470e+00 2.100146e+00 1.296675e+00 3.507276e+00 [921] 8.680761e+00 7.577660e+00 8.236861e+00 4.403679e+00 5.877970e+00 [926] 3.342582e+00 1.555980e+00 8.956974e+00 7.277763e+00 4.637732e+00 [931] 2.147520e+00 3.344179e+00 6.740896e+00 3.604626e+00 1.869749e+00 [936] 9.505254e-01 1.414436e+00 2.285047e+00 9.944270e+00 5.316619e+00 [941] 1.436080e+00 8.227574e-01 7.382749e-01 2.759797e+00 2.778661e+00 [946] 1.714372e+00 9.264493e-01 4.400156e+00 3.340414e+00 8.802472e+00 [951] 5.070858e+00 6.000801e+00 1.035538e+01 2.468365e+00 2.007483e+00 [956] 8.392959e+00 5.467609e+00 3.562863e+00 2.139408e+00 3.492993e+00 [961] 2.731934e+00 3.918985e+00 7.198723e-01 2.763826e+00 1.569421e+00 [966] 3.819114e+00 3.878933e+00 1.737619e+00 6.518273e-01 2.739588e-01 [971] 1.598191e+00 2.542541e+00 3.771269e+00 3.362603e-01 2.417658e+00 [976] 1.510475e+00 1.372321e+00 4.163151e+00 4.233860e+00 1.072507e+00 [981] 8.407262e+00 6.049078e+00 3.074115e+00 3.914355e+00 4.778270e+00 [986] 1.649355e+00 1.321256e+00 3.323898e+00 1.204138e+01 7.811271e+00 [991] 2.001131e+00 3.299259e+00 2.822534e+00 2.708668e+00 2.621466e+00 [996] 1.962018e+00 5.800885e-01 3.200399e+00 1.357641e+00 7.577615e-01 [1001] 5.470175e+00 4.319334e+00 3.119028e-01 1.859334e-02 5.644832e-01 [1006] 2.292815e+00 1.814286e+00 3.117046e-01 8.946105e-01 4.147260e+00 [1011] 3.296346e+00 6.316164e+00 2.076103e+00 3.552134e+00 2.955614e+00 [1016] 1.051494e+00 6.540965e+00 1.246824e+00 3.310318e+00 1.713079e+00 [1021] 6.210681e-01 1.049779e+00 3.337416e+00 4.393120e+00 2.094744e+00 [1026] 3.388402e+00 2.710545e+00 7.274631e+00 8.217110e+00 3.333766e-01 [1031] 1.479228e+00 7.783970e-01 7.122258e-01 2.155118e+00 2.170955e+00 [1036] 9.115270e-01 1.793608e+00 4.929799e-01 5.565946e-01 2.362999e+00 [1041] 3.517322e+00 4.512567e+00 1.005165e+00 9.099273e-01 9.341735e-01 [1046] 8.354683e+00 4.219862e+00 4.368872e-01 6.403286e-01 1.454680e+00 [1051] 1.072305e+00 2.531586e+00 2.988758e+00 4.045024e+00 1.117086e+00 [1056] 2.353678e+00 1.103556e+00 1.760437e+00 2.380250e+00 7.592425e-01 [1061] 7.915078e-01 5.844778e-01 1.929796e+00 8.203269e+00 4.635484e+00 [1066] 1.275174e+00 1.891455e-02 1.830632e+00 2.720079e+00 6.226947e+00 [1071] 3.558255e+00 5.763475e-01 7.010604e-01 3.184307e+00 1.113506e+00 [1076] 2.606880e-01 2.379982e+00 4.352617e+00 2.378904e+00 3.103646e-01 [1081] 2.161379e+00 2.119819e+00 3.047412e+00 1.533913e+00 8.138633e-01 [1086] 1.205041e+00 5.615404e-01 2.945758e+00 9.149892e-01 4.437848e-01 [1091] 5.657936e-01 2.014472e+00 2.967559e-01 1.834716e+00 8.405227e-01 [1096] 5.935026e-01 1.103263e+00 3.452058e-01 2.407735e+00 4.315416e+00 [1101] 9.934480e-01 1.817419e+00 1.371045e+00 4.025637e-01 6.495969e-01 [1106] 1.658131e+00 1.634591e+00 3.078927e+00 1.665523e+00 3.897957e+00 [1111] 1.036683e+00 1.842012e-01 9.850850e+00 6.704651e+00 7.584935e-01 [1116] 2.212694e+00 3.782999e+00 2.592424e+00 3.414339e+00 1.818049e+00 [1121] 3.752469e+00 1.681075e+00 1.012370e+01 5.161902e-01 1.053603e+00 [1126] 4.733219e+00 5.408594e-01 5.855344e-01 1.468525e+00 2.019159e+00 [1131] 1.008085e+00 6.059131e+00 2.137939e+00 2.275789e+00 4.361772e+00 [1136] 7.859095e+00 3.162500e+00 9.278089e-02 2.464391e+00 5.923902e+00 [1141] 1.287529e+00 7.489986e-02 2.897696e-01 3.439352e-01 1.030577e+01 [1146] 4.816721e+00 1.358614e+00 6.362759e+00 2.494808e+00 3.717577e+00 [1151] 5.237377e+00 3.400782e+00 2.929175e+00 5.677310e-01 5.991846e-01 [1156] 4.010623e+00 1.232686e+00 8.314374e-01 8.702568e+00 2.634455e+00 [1161] 2.302060e+00 2.397451e+00 4.340374e+00 3.118209e+00 5.624248e+00 [1166] 1.342727e+00 1.083172e+00 1.602865e-01 2.786220e-01 4.096081e+00 [1171] 1.396759e+00 3.779399e+00 2.455194e+00 4.617724e+00 4.323256e+00 [1176] 4.483612e+00 4.185011e+00 6.311534e+00 1.381498e+00 2.440454e+00 [1181] 2.279936e-01 2.947094e+00 7.181987e+00 3.044562e+00 6.959883e-01 [1186] 3.021507e+00 5.195954e+00 1.111789e+00 3.069448e-01 4.668049e+00 [1191] 2.135393e+00 1.892978e+00 7.376191e+00 6.372014e+00 4.866758e+00 [1196] 5.231502e-01 1.295138e+00 4.787476e-01 1.036713e+00 4.419381e-01 [1201] 2.357186e+00 5.597181e+00 8.718014e-01 1.725036e+00 1.407315e-01 [1206] 4.357518e+00 3.089483e+00 1.352419e+00 1.157996e+00 1.592709e-02 [1211] 2.488913e-01 2.847838e+00 2.782051e+00 3.033550e+00 4.502160e+00 [1216] 5.065160e+00 7.401797e+00 6.399837e+00 3.012329e+00 7.401290e-01 [1221] 5.588224e-01 8.608203e+00 1.613031e+01 1.257028e+01 2.167282e+00 [1226] 2.545901e+00 6.198744e+00 4.117927e+00 2.909487e+00 1.038215e+00 [1231] 3.638870e-01 1.405632e+01 1.440599e+01 3.181166e+00 1.186884e+00 [1236] 1.497887e+00 3.823885e+00 8.663195e+00 4.555350e+00 2.241539e+00 [1241] 1.106564e+00 3.706694e+00 1.053638e+00 8.664610e-01 3.836240e+00 [1246] 1.484241e+00 6.270003e+00 1.941502e+00 1.719078e+01 1.393840e+01 [1251] 2.570525e+00 1.317758e+00 8.547648e-01 2.619687e-01 2.013153e+00 [1256] 7.291078e-01 2.105484e+00 9.162013e+00 1.168912e+01 2.396913e+00 [1261] 9.118735e-01 1.552091e+00 5.659701e-01 1.013324e+00 1.905281e+00 [1266] 2.637586e+00 1.863774e+01 4.257457e+00 4.904206e+00 3.157809e+00 [1271] 2.128366e+00 9.930645e-01 3.108772e-01 2.611770e+00 3.956260e+00 [1276] 3.390277e+00 7.766998e-01 1.540668e+00 2.071649e+00 1.151017e+00 [1281] 1.608870e+00 1.720850e+00 1.022902e+00 4.732212e+00 4.249503e+00 [1286] 1.179051e+00 7.009451e-01 7.594876e-01 6.271239e-01 6.946423e-01 [1291] 2.114236e+00 7.795571e-01 8.193360e-01 5.990340e-02 2.260849e+00 [1296] 1.353627e+00 1.420447e+00 1.342862e+00 6.157308e-01 3.213524e+00 [1301] 1.027152e+00 2.465165e-01 1.279855e+01 8.906895e+00 5.051778e+00 [1306] 1.894650e+00 9.710127e-01 1.012104e+00 4.057139e-01 2.061896e+00 [1311] 8.212539e-01 2.294190e+00 5.964565e+00 2.589898e+00 4.691792e-01 [1316] 1.285084e+00 9.967016e-01 6.174998e-01 2.914513e+00 7.717928e+00 [1321] 6.736028e+00 7.164147e-01 5.750216e+00 1.782614e+00 4.644475e+00 [1326] 2.457634e+00 2.276594e+00 1.529721e+00 3.475862e+00 6.592597e-01 [1331] 2.504418e+00 1.387374e+00 6.085482e-01 5.030218e-01 1.247856e+00 [1336] 3.547661e+00 3.651792e+00 1.329612e+00 4.197552e+00 1.107950e+00 [1341] 3.997562e-01 2.180585e+00 3.526175e+00 1.129413e+00 3.613163e-01 [1346] 2.430449e+00 1.128627e+01 4.379464e+00 1.627658e-02 1.633133e+00 [1351] 3.666359e+00 5.590391e+00 1.123467e+00 3.153549e+00 2.684973e+00 [1356] 3.875766e+00 1.880496e+01 6.543309e+00 4.887300e+00 3.492897e+00 [1361] 1.316743e+00 1.211109e+00 1.295545e+00 2.689402e+00 6.202324e+00 [1366] 6.143860e+00 5.177760e+00 6.467614e+00 1.978663e+00 8.762964e-01 [1371] 1.721700e+00 1.276486e+00 2.097926e+00 2.696116e+00 1.437372e+01 [1376] 9.212920e+00 2.716248e+00 5.738317e+00 6.024771e+00 2.085942e+00 [1381] 2.086726e+00 1.850827e+00 6.444419e-01 2.695824e+00 1.003652e+00 [1386] 2.691931e+00 1.742741e+00 2.729416e-01 4.505089e+00 2.594495e+00 [1391] 4.340762e+00 1.055354e+00 8.515721e+00 7.108536e+00 8.449403e-01 [1396] 5.607375e-01 1.763270e-01 1.045028e+00 6.552581e+00 1.053480e+00 [1401] 2.468688e+00 7.537635e+00 6.804550e+00 7.254879e-01 1.268545e+00 [1406] 9.951624e-01 2.367389e+00 6.057651e+00 3.909733e+00 2.304996e+00 [1411] 1.345629e+01 1.164407e+00 1.062370e+00 2.129922e+00 3.793902e+00 [1416] 1.232402e+00 8.123678e+00 4.416826e+00 1.581346e+01 6.857733e+00 [1421] 1.656127e+00 1.383494e+00 9.937096e-01 1.061875e+00 1.574639e+00 [1426] 6.546970e+00 3.818444e+00 5.333825e+00 4.544898e+00 1.271122e+00 [1431] 1.661243e+00 2.099930e+00 1.320269e+00 1.585673e+00 3.704790e+00 [1436] 5.866050e+00 6.963505e-01 1.305261e+00 5.505750e-01 2.883775e-01 [1441] 2.223826e+00 4.555841e+00 1.356526e+01 5.893029e+00 8.228589e-01 [1446] 1.056752e+00 5.450844e-01 3.345144e-01 3.275292e-01 1.066982e+00 [1451] 2.055649e+00 5.171279e+00 7.102488e+00 3.829162e+00 2.398833e+00 [1456] 1.803418e+00 1.418173e+00 4.095658e-01 1.288333e-01 7.679603e-01 [1461] 1.220108e+00 1.565724e+00 2.714102e+00 3.838907e+00 1.965481e+00 [1466] 1.908839e-01 1.137240e+00 7.011702e-01 8.087450e-01 5.119093e+00 [1471] 9.555781e-01 1.669579e+00 6.886091e-01 7.212405e-02 3.040749e-01 [1476] 4.855834e-01 9.014168e-01 9.982445e-01 4.184245e+00 1.456780e+00 [1481] 1.644573e+00 6.678847e-01 4.452411e+00 7.396732e-01 8.540442e-01 [1486] 3.108930e+00 2.841699e+00 2.671168e-01 1.967565e-01 8.477269e-01 [1491] 2.184030e+00 4.792204e+00 9.815456e-01 9.347235e-01 1.889008e+00 [1496] 8.220212e-01 1.234372e+00 7.626641e-01 1.581707e+00 2.018077e+00 [1501] 3.810850e+00 3.735564e+00 2.005870e+00 1.680671e+01 1.779929e+00 [1506] 7.600496e-01 3.712129e-01 1.536564e+00 1.889529e+00 5.513589e+00 [1511] 5.147094e+00 5.935401e+00 7.669703e-01 5.867244e-01 7.046375e-01 [1516] 4.528047e-01 3.232331e+00 1.607201e+01 6.566300e+00 5.076613e+00 [1521] 5.960693e+00 2.559909e+00 1.759664e+00 1.560702e+00 6.584369e+00 [1526] 7.608548e+00 2.818452e+00 3.097380e+00 6.625252e-01 2.920961e+00 [1531] 1.334724e+00 2.290550e+00 8.173891e-01 1.868456e+00 4.095350e-01 [1536] 2.763799e+00 4.156270e+00 7.919987e-01 4.541131e+00 2.906187e+00 [1541] 1.454729e+00 5.342264e+00 4.527482e+01 3.395896e+01 3.819939e+00 [1546] 1.995264e+01 9.803332e+01 1.509189e+03 1.189358e+03 4.131727e+01 [1551] 1.716509e+01 9.982520e+01 1.542373e+03 1.292157e+03 5.162431e+01 [1556] 3.310385e+00 4.087026e+01 5.977017e+01 1.195262e+00 1.326597e-01 [1561] 1.942596e+01 2.310631e+01 3.897948e+00 5.508489e+01 4.747445e+02 [1566] 3.276442e+02 1.279586e+01 8.616955e+00 8.536996e+01 7.466712e+02 [1571] 3.930265e+02 1.573294e+00 2.286657e+01 $wgtFUN function (d) as.numeric(d < median(d) * cMah) $cov Band.1 Band.2 Band.3 Band.1 25150.1673 6948.5487 333.2604 Band.2 6948.5487 24694.9177 993.6371 Band.3 333.2604 993.6371 4425.3875 $center Band.1 Band.2 Band.3 12.168995 14.550373 9.426628 $n.obs [1] 1573 $weights [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [38] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [112] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [149] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [186] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [223] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [260] 1 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 [297] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [334] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [371] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [408] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [445] 1 1 1 1 1 0 0 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 [482] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 1 1 1 1 0 1 1 [519] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 0 1 1 1 [556] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [593] 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [630] 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 [667] 1 1 0 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 [704] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 [741] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [778] 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 1 1 1 1 1 1 1 1 1 1 [815] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [852] 1 1 1 1 1 1 1 1 1 1 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [889] 1 1 1 0 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [926] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [963] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 [1000] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1037] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1074] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1111] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1148] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1185] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1222] 1 0 0 1 1 1 1 1 1 1 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 1 1 1 1 1 1 [1259] 0 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1296] 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1333] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 [1370] 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1407] 1 1 1 1 0 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 [1444] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 [1481] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 [1518] 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 0 0 0 0 0 0 0 0 0 [1555] 0 1 0 0 1 1 0 0 1 0 0 0 0 1 0 0 0 1 0 attr(,"class") [1] "comed" > showProc.time() Time (user system elapsed): 0.11 0.05 0.15 > > data(bushfire) ; covComed(bushfire) $Z [,1] [,2] [,3] [,4] [,5] [1,] -0.992214205 7.672589 -6.799152 -3.847190 -2.561398 [2,] -0.986779222 7.657808 -6.912464 -3.848016 -2.627225 [3,] -1.033701481 7.704198 -7.003206 -3.804825 -2.596507 [4,] -1.126435512 7.801614 -6.827097 -3.798731 -2.508691 [5,] -1.295048938 7.935623 -6.246555 -3.740820 -2.277617 [6,] -1.422230572 8.049200 -5.693476 -3.742972 -2.072034 [7,] -0.167364312 6.753189 -5.289253 -3.548887 -2.209352 [8,] -0.089390134 5.082081 -4.988870 -3.403005 -2.436400 [9,] -0.090428389 4.995374 -4.963982 -3.405394 -2.442795 [10,] -0.033722081 5.726003 -5.373889 -3.565784 -2.599873 [11,] -0.006727899 6.042330 -5.894672 -3.637475 -2.827901 [12,] 0.042583728 6.738634 -7.782960 -3.938988 -3.408202 [13,] -0.292460071 7.309727 -8.901608 -4.107727 -3.741163 [14,] -1.668710205 8.669301 -6.934314 -3.860626 -2.360057 [15,] -2.369924653 9.521316 -5.664286 -3.595232 -1.472413 [16,] -2.107842957 9.324089 -5.833234 -3.611312 -1.683557 [17,] -2.089923246 9.325891 -5.875873 -3.688755 -1.826164 [18,] -2.020604615 9.228938 -5.731185 -3.661902 -1.844661 [19,] -2.044271544 9.204182 -5.670104 -3.687260 -1.867194 [20,] -2.101367449 9.325417 -5.749683 -3.735405 -1.878799 [21,] -1.996364464 9.265095 -5.954742 -3.742753 -1.952797 [22,] -1.955892944 9.183877 -6.074649 -3.790411 -1.992037 [23,] -1.237234614 8.385076 -7.190160 -3.866653 -2.650608 [24,] -0.948573036 7.972214 -7.890618 -3.958883 -3.041619 [25,] -1.303357112 8.293750 -7.147516 -3.809054 -2.558850 [26,] -1.269010924 8.210004 -7.097736 -3.794094 -2.520755 [27,] -1.200116432 8.093101 -7.550383 -3.887660 -2.810864 [28,] -1.339117597 8.292785 -7.784936 -3.963990 -2.992143 [29,] -1.401859304 8.458652 -8.272822 -4.121649 -3.324751 [30,] -1.075177195 8.252213 -8.629103 -4.208948 -3.729816 [31,] -1.761879782 9.239291 -7.611531 -4.366061 -3.659875 [32,] -3.085362809 11.378523 -4.799861 -4.580371 -3.155898 [33,] -3.219499015 11.869969 -3.211889 -4.418966 -2.640429 [34,] -3.196292185 11.856609 -3.187759 -4.381896 -2.601791 [35,] -3.224473900 11.922867 -3.183789 -4.429852 -2.590708 [36,] -3.207478706 11.909614 -3.158780 -4.361222 -2.564614 [37,] -3.188937593 11.958831 -3.155612 -4.388928 -2.559565 [38,] -3.194354180 11.991871 -3.153197 -4.397020 -2.560332 $raw.cov [,1] [,2] [,3] [,4] [,5] [1,] 218.773117 471.681982 -5.2641393 -120.94540 -85.6304073 [2,] 471.681982 1528.040234 4.3247548 -11.25518 89.0417501 [3,] -5.264139 4.324755 27757.4031925 107.08624 -0.3826398 [4,] -120.945403 -11.255179 107.0862449 2472.56213 1502.6440029 [5,] -85.630407 89.041750 -0.3826398 1502.64400 1070.9978390 $raw.center [1] 102.6259 125.6069 253.6633 217.5520 275.9039 $raw.mah [1] 0.7175128 0.8478451 0.8416480 0.5926528 0.7673867 1.6470034 [7] 5.2925006 11.4437015 11.7247732 7.0485241 5.9424795 9.4654268 [13] 15.3646454 0.8398889 9.9944151 6.6298536 4.6884124 4.5022374 [19] 4.1812943 4.0598536 3.2376037 2.7264895 0.7649649 3.5903504 [25] 0.6369151 0.6261307 1.6102599 2.9204563 7.4792570 14.1574997 [31] 14.6314777 21.6725012 20.2020989 19.2702373 20.7085118 19.1408475 [37] 19.8558237 20.1894795 $wgtFUN function (d) as.numeric(d < median(d) * cMah) $cov V1 V2 V3 V4 V5 V1 352.77849 316.6376 -836.6613 -94.54839 -78.63441 V2 316.63763 499.2925 732.0656 416.07634 349.56022 V3 -836.66129 732.0656 15974.5570 4698.85376 3906.60860 V4 -94.54839 416.0763 4698.8538 1541.78280 1279.65591 V5 -78.63441 349.5602 3906.6086 1279.65591 1065.65161 $center V1 V2 V3 V4 V5 108.3871 142.3226 224.9032 202.8710 266.4194 $n.obs [1] 38 $weights [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 attr(,"class") [1] "comed" > data(heart); covComed(heart[, 1:2]) $Z [,1] [,2] [1,] 1.8277871 5.755349 [2,] 4.2223119 8.523529 [3,] 1.6214956 5.042450 [4,] 1.3809933 5.314706 [5,] 2.3622110 6.114157 [6,] 0.8046753 5.185663 [7,] 1.7617216 5.783002 [8,] 0.4067967 3.031228 [9,] 1.5102431 4.976129 [10,] 0.4523954 3.165669 [11,] 0.9740356 4.441962 [12,] 3.5734798 7.788150 $raw.cov [,1] [,2] [1,] 54.30751604 0.03025348 [2,] 0.03025348 514.26661642 $raw.center [1] 39.03567 34.19460 $raw.mah [1] 0.32641351 17.85661700 0.04674224 0.03818753 1.38568797 0.58016855 [7] 0.32539559 6.31768782 0.07907466 5.62924398 1.00915891 10.52422063 $wgtFUN function (d) as.numeric(d < median(d) * cMah) $cov height weight height 16.08000 35.00714 weight 35.00714 122.05357 $center height weight 39.600 33.375 $n.obs [1] 12 $weights [1] 1 0 1 1 1 1 1 0 1 0 1 0 attr(,"class") [1] "comed" > data(starsCYG); covComed(starsCYG) $Z [,1] [,2] [1,] 7.839492 26.79556 [2,] 8.603933 27.96058 [3,] 7.389821 26.12107 [4,] 8.603933 27.96058 [5,] 7.779531 26.36634 [6,] 8.184240 27.34741 [7,] 6.970098 23.54575 [8,] 7.899465 28.02190 [9,] 8.349097 26.12106 [10,] 7.674616 26.79556 [11,] 8.588843 21.39962 [12,] 8.169249 27.16346 [13,] 8.124287 27.47004 [14,] 6.070793 24.58816 [15,] 6.385582 26.30504 [16,] 6.865232 27.10216 [17,] 5.905939 25.93715 [18,] 6.265685 27.10217 [19,] 6.265667 25.93714 [20,] 8.828662 21.39962 [21,] 6.565446 26.30504 [22,] 6.325627 26.30504 [23,] 6.625413 27.10216 [24,] 7.269933 27.53138 [25,] 7.524730 26.85688 [26,] 6.985142 27.10216 [27,] 6.985129 26.30503 [28,] 7.344866 26.85688 [29,] 6.580428 25.87582 [30,] 9.068480 21.33830 [31,] 6.625409 26.85689 [32,] 7.644657 27.96059 [33,] 7.824511 27.28610 [34,] 9.428210 21.39961 [35,] 6.505486 25.93714 [36,] 8.424074 28.32848 [37,] 7.644654 27.77664 [38,] 7.824511 27.28610 [39,] 7.764564 27.77664 [40,] 8.349113 27.16345 [41,] 6.925183 26.85689 [42,] 7.584692 27.28610 [43,] 8.004380 27.59268 [44,] 8.004375 27.28609 [45,] 8.304158 27.89926 [46,] 7.464782 27.28610 [47,] 6.745323 27.10216 $raw.cov [,1] [,2] [1,] 2.659625e-02 3.701401e-10 [2,] 3.701401e-10 4.452013e-01 $raw.center [1] 4.420002 5.100007 $raw.mah [1] 0.13196075 1.65694209 1.02748136 1.65694209 0.55963587 0.35124701 [7] 13.10333736 0.91087463 1.45872710 0.09490227 33.41122856 0.27890426 [13] 0.36534840 8.79693159 2.22037100 0.60738175 4.37984653 1.90119077 [19] 3.25854868 33.92155451 1.79988337 2.37490906 1.03865225 0.32462151 [25] 0.07454181 0.43487305 1.07031716 0.15001700 2.63631504 35.24999258 [31] 1.09881607 0.73692874 0.06617685 35.70051253 2.65477196 2.11129637 [37] 0.45493778 0.06617685 0.46931083 0.49992414 0.57769734 0.03743076 [43] 0.36999778 0.16320788 1.07025770 0.06618428 0.80864148 $wgtFUN function (d) as.numeric(d < median(d) * cMah) $cov log.Te log.light log.Te 0.01178902 0.03517902 log.light 0.03517902 0.24486902 $center log.Te log.light 4.409024 4.949024 $n.obs [1] 47 $weights [1] 1 1 1 1 1 1 0 1 1 1 0 1 1 0 1 1 1 1 1 0 1 1 1 1 1 1 1 1 1 0 1 1 1 0 1 1 1 1 [39] 1 1 1 1 1 1 1 1 1 attr(,"class") [1] "comed" > data(stackloss); covComed(stack.x) $Z [,1] [,2] [,3] [1,] -20.02055 13.75294 8.678562 [2,] -19.95450 13.53992 8.650122 [3,] -19.18628 14.31009 8.220403 [4,] -16.86825 14.31352 8.246084 [5,] -16.76304 14.43363 7.590767 [6,] -16.81564 14.37358 7.918426 [7,] -17.26455 15.59163 8.416730 [8,] -17.26455 15.59163 8.416730 [9,] -16.17956 14.55278 8.053399 [10,] -15.45417 13.36194 6.216020 [11,] -16.04863 15.27911 6.471989 [12,] -15.92997 15.12615 6.115889 [13,] -15.58627 13.78798 6.272902 [14,] -16.36543 16.07113 6.913411 [15,] -14.77646 15.63753 6.741935 [16,] -14.57831 14.99848 6.656612 [17,] -13.70621 11.95615 6.586097 [18,] -14.16856 13.44728 6.785183 [19,] -14.28722 13.60024 7.141283 [20,] -15.37344 13.75747 6.995705 [21,] -18.19420 15.04741 6.779268 $raw.cov [,1] [,2] [,3] [1,] 85.645523 3.8034272 9.8765741 [2,] 3.803427 10.4319260 0.6549721 [3,] 9.876574 0.6549721 26.8906247 $raw.center [1] 59.53758 20.04752 85.64968 $raw.mah [1] 8.4769221 8.4487098 4.8030148 1.5476199 0.4428093 0.8977601 3.4050712 [8] 3.4050712 0.9999595 1.5547462 0.9041257 1.1530664 0.8664134 2.3339625 [15] 2.1001416 1.4046646 7.2043446 2.2906555 1.8827040 0.5560271 1.9740339 $wgtFUN function (d) as.numeric(d < median(d) * cMah) $cov Air.Flow Water.Temp Acid.Conc. Air.Flow 84.05714 22.657143 24.571429 Water.Temp 22.65714 9.990476 6.621429 Acid.Conc. 24.57143 6.621429 28.714286 $center Air.Flow Water.Temp Acid.Conc. 60.42857 21.09524 86.28571 $n.obs [1] 21 $weights [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 attr(,"class") [1] "comed" > showProc.time() Time (user system elapsed): 0.02 0.01 0.03 > > if(!robustbase:::doExtras()) quit() > proc.time() user system elapsed 0.45 0.15 0.57