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Type 'q()' to quit R. > library(simest) > > (do.pdf <- !dev.interactive(orNone = TRUE)) [1] TRUE > oop <- options(warnPartialMatchArgs = FALSE, width = 111, digits = 7) > > ### 1. original from ../man/cvx.lip.reg.Rd (w/ n = 50) -------------------- > > mkGauss <- function(n, sigma, trFn) { + x <- runif(n, -1,1) + y <- trFn(x) + sigma * rnorm(n) + data.frame(x, y) + } > > ## Approximately geometrically growing n ("power law"): > n.s <- round(signif(100 * 1.5^(-8:6), 2)) > ## FIXME: vvvvvvvvvv n=1000 etc takes too long ! > n.s <- n.s[3 <= n.s & n.s <= 900] > n.s [1] 4 6 9 13 20 30 44 67 100 150 220 340 510 760 > names(n.s) <- paste0("n=", n.s) > > set.seed(47) > d.sqr <- lapply(n.s, mkGauss, sigma = 0.3, trFn = function(x) x^2) > d.exp <- lapply(n.s, mkGauss, sigma = 0.75, trFn = exp) > > ## FIXME_2 : the computation is *NOT* interruptable !!!! > > prMilli <- function(mat, ...) { + cat("Times [milli-seconds]:\n") + print.table(1000 * mat, zero.print = ".", ...) + } > > > doEst <- function(d, cvxFN, ...) { + ct <- system.time( fit <- cvxFN(d$x, d$y, ...) # ... e.g. L=L for cvx.lip.reg() + )[1:3] + print(ct) + list(sys.tm = ct, fit = fit) + } > > doLIP <- function(d, L) doEst(d, cvx.lip.reg, L=L) > > lip10.sqr <- lapply(d.sqr, doLIP, L = 10) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.01 0.00 0.01 user.self sys.self elapsed 0.02 0.00 0.02 user.self sys.self elapsed 0.02 0.00 0.02 user.self sys.self elapsed 0.07 0.00 0.07 user.self sys.self elapsed 0.19 0.00 0.19 user.self sys.self elapsed 0.58 0.02 0.59 > lip04.sqr <- lapply(d.sqr, doLIP, L = 4) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.01 0.00 0.02 user.self sys.self elapsed 0.02 0.00 0.01 user.self sys.self elapsed 0.02 0.01 0.03 user.self sys.self elapsed 0.06 0.00 0.06 user.self sys.self elapsed 0.18 0.02 0.18 user.self sys.self elapsed 0.59 0.01 0.61 > lip10.exp <- lapply(d.exp, doLIP, L = 10) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.02 0.00 0.01 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.02 0.00 0.02 user.self sys.self elapsed 0.06 0.00 0.06 user.self sys.self elapsed 0.2 0.0 0.2 user.self sys.self elapsed 0.63 0.00 0.63 > lip04.exp <- lapply(d.exp, doLIP, L = 4) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.01 0.00 0.01 user.self sys.self elapsed 0.01 0.00 0.02 user.self sys.self elapsed 0.02 0.00 0.01 user.self sys.self elapsed 0.04 0.00 0.05 user.self sys.self elapsed 0.2 0.0 0.2 user.self sys.self elapsed 0.60 0.02 0.62 > > l10Sqr <- lapply(lip10.sqr, `[[`, "fit") > prMilli(t(sapply(lip10.sqr, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=4 . . . n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 10 . 10 n=150 20 . 20 n=220 20 . 20 n=340 70 . 70 n=510 190 . 190 n=760 580 20 590 > l04Sqr <- lapply(lip04.sqr, `[[`, "fit") > > l10Exp <- lapply(lip10.exp, `[[`, "fit") > l04Exp <- lapply(lip04.exp, `[[`, "fit") > > prMilli(tml10 <- t(sapply(lip10.exp, `[[`, "sys.tm"))) # in milli sec Times [milli-seconds]: user.self sys.self elapsed n=4 . . . n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 20 . 10 n=67 . . . n=100 . . . n=150 . . . n=220 20 . 20 n=340 60 . 60 n=510 200 . 200 n=760 630 . 630 > tml04 <- t(sapply(lip04.exp, `[[`, "sys.tm")) > > aePrt <- function(targ, curr, digits = 3, tol = 0) { + print(digits=digits, + with(attributes(all.equal(targ, curr, tolerance = tol, giveErr=TRUE)), + setNames(err, what))) + } > > cat("Timings L=10 vs L=4:\n"); aePrt(tml10, tml04) Timings L=10 vs L=4: relative 0.0984 > > ## inspired by sfsmisc::mult.fig() : > ## op <- par(mfrow = c(2, 3), las = 1, mgp = c(2, 0.6, 0), mar = 0.1 + c(4, 4, 2, 1)) > ## oma = c(0, 0, tit.wid, 0), main = NULL, tit.wid = if (is.null(main)) 0 else 1 + > ## 1.5 * cex.main, cex.main = par("cex.main"), line.main = cex.main - > ## 1/2, col.main = par("col.main"), font.main = par("font.main"), > > if(do.pdf) pdf("cvxLIP_l10_sqr.pdf"); invisible( lapply(l10Sqr, plot) ) ; if(do.pdf) dev.off() null device 1 > if(do.pdf) pdf("cvxLIP_l04_sqr.pdf"); invisible( lapply(l10Sqr, plot) ) ; if(do.pdf) dev.off() null device 1 > if(do.pdf) pdf("cvxLIP_l10_exp.pdf"); invisible( lapply(l10Exp, plot) ) ; if(do.pdf) dev.off() null device 1 > if(do.pdf) pdf("cvxLIP_l04_exp.pdf"); invisible( lapply(l04Exp, plot) ) ; if(do.pdf) dev.off() null device 1 > > ## predict(tmp, newdata = rnorm(10,0,0.1)) > set.seed(201) > newd <- unique(sort(0.1 * round(1000*rnorm(250))/1000)) > anyDuplicated(newd) [1] 0 > ## [1] 18 --- should work, right? > > str(p10 <- vapply(l10Sqr, predict, FUN.VALUE=newd, newdata = newd)) num [1:244, 1:14] -0.01563 -0.004466 -0.003177 -0.000207 0.001864 ... - attr(*, "dimnames")=List of 2 ..$ : NULL ..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ... > p10 # default 7 digits n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 [1,] -0.0156297836 -0.29926460 0.1776656 0.154904046 0.4182920 0.19504690 0.2273278 0.07639995 0.1866759620 [2,] -0.0044657426 -0.34077350 0.1624504 0.132203702 0.4279408 0.17325283 0.2130848 0.07708382 0.1648775694 [3,] -0.0031766987 -0.34556628 0.1651784 0.129582631 0.4290549 0.17073640 0.2114402 0.07716279 0.1623606416 [4,] -0.0002072939 -0.35660679 0.1714626 0.123544808 0.4316212 0.16493963 0.2076519 0.07734468 0.1565627187 [5,] 0.0018643838 -0.36430948 0.1758469 0.119332373 0.4334118 0.16089537 0.2050088 0.07747159 0.1525176562 [6,] 0.0045575648 -0.37432296 0.1815465 0.113856208 0.4357394 0.15563783 0.2015729 0.07763656 0.1472590749 [7,] 0.0046956766 -0.37483648 0.1818388 0.113575379 0.4358588 0.15536821 0.2013967 0.07764502 0.1469894040 [8,] 0.0065141493 -0.38159772 0.1856872 0.109877797 0.4374304 0.15181825 0.1990767 0.07775642 0.1434387380 [9,] 0.0085167711 -0.38904365 0.1899254 0.105805777 0.4391613 0.14790880 0.1965218 0.07787909 0.1395285109 [10,] 0.0116012690 -0.38332289 0.1964531 0.099533929 0.4418271 0.14188735 0.1925866 0.07806804 0.1335058623 [11,] 0.0124069215 -0.38079608 0.1981582 0.097895760 0.4425234 0.14031458 0.1915587 0.07811739 0.1319327824 [12,] 0.0124989960 -0.38050730 0.1983530 0.097708541 0.4426030 0.14013484 0.1914413 0.07812303 0.1317530018 [13,] 0.0127522011 -0.37971315 0.1988889 0.097193687 0.4428218 0.13964054 0.1911182 0.07813854 0.1312586053 [14,] 0.0133046485 -0.37798048 0.2000580 0.096070371 0.4432993 0.13856207 0.1904134 0.07817238 0.1301799220 [15,] 0.0138801145 -0.37617561 0.2012759 0.094900251 0.4437967 0.13743866 0.1896792 0.07820763 0.1290562935 [16,] 0.0145246365 -0.37415416 0.2026399 0.093589715 0.4443537 0.13618045 0.1888570 0.07824711 0.1277978296 [17,] 0.0158366990 -0.37003906 0.2054166 0.090921840 0.4454877 0.13361909 0.1871830 0.07832749 0.1252359566 [18,] 0.0161589600 -0.36902833 0.2060986 0.090266572 0.4457662 0.13298998 0.1867719 0.07834723 0.1246067247 [19,] 0.0166193328 -0.36758444 0.2070729 0.089330476 0.4461641 0.13209125 0.1861846 0.07837543 0.1237078219 [20,] 0.0200951476 -0.35668303 0.2144288 0.082262946 0.4491682 0.12530588 0.1817501 0.07858835 0.1169211059 [21,] 0.0202562781 -0.35617767 0.2147698 0.081935312 0.4493074 0.12499133 0.1815446 0.07859822 0.1166064899 [22,] 0.0222358813 -0.34996892 0.2189592 0.077910097 0.4510184 0.12112682 0.1790190 0.07871948 0.1127412079 [23,] 0.0237551116 -0.34520407 0.2221744 0.074820978 0.4523314 0.11816103 0.1770808 0.07881254 0.1097748288 [24,] 0.0241234099 -0.34404895 0.2229538 0.074072100 0.4526497 0.11744205 0.1766109 0.07883510 0.1090557065 [25,] 0.0253203792 -0.34029483 0.2254870 0.071638249 0.4536842 0.11510536 0.1750838 0.07890843 0.1067185593 [26,] 0.0261950876 -0.33755143 0.2273381 0.069859665 0.4544402 0.11339779 0.1739679 0.07896201 0.1050106440 [27,] 0.0270697960 -0.33480803 0.2291893 0.068081082 0.4551962 0.11169021 0.1728519 0.07901559 0.1033027287 [28,] 0.0280365789 -0.33177585 0.2312353 0.066115279 0.4560318 0.10980289 0.1716185 0.07907481 0.1014150329 [29,] 0.0283358212 -0.33083732 0.2318686 0.065506816 0.4562904 0.10921872 0.1712367 0.07909314 0.1008307461 [30,] 0.0286350636 -0.32989878 0.2325019 0.064898353 0.4565490 0.10863455 0.1708549 0.07911147 0.1002464592 [31,] 0.0287041195 -0.32968220 0.2326480 0.064757939 0.4566087 0.10849974 0.1707668 0.07911570 0.1001116238 [32,] 0.0290263805 -0.32867147 0.2333300 0.064102671 0.4568872 0.10787063 0.1703557 0.07913545 0.0994823919 [33,] 0.0290493991 -0.32859928 0.2333787 0.064055866 0.4569071 0.10782570 0.1703263 0.07913686 0.0994374467 [34,] 0.0290954364 -0.32845489 0.2334762 0.063962257 0.4569469 0.10773582 0.1702676 0.07913968 0.0993475565 [35,] 0.0306607040 -0.32354565 0.2367887 0.060779528 0.4582997 0.10468016 0.1682706 0.07923556 0.0962912870 [36,] 0.0309829650 -0.32253492 0.2374707 0.060124260 0.4585783 0.10405105 0.1678595 0.07925530 0.0956620550 [37,] 0.0321569157 -0.31885299 0.2399552 0.057737214 0.4595929 0.10175931 0.1663618 0.07932721 0.0933698529 [38,] 0.0322489902 -0.31856421 0.2401500 0.057549995 0.4596725 0.10157956 0.1662443 0.07933285 0.0931900724 [39,] 0.0324101207 -0.31805885 0.2404910 0.057222361 0.4598117 0.10126501 0.1660387 0.07934272 0.0928754564 [40,] 0.0329165308 -0.31647056 0.2415628 0.056192654 0.4602494 0.10027641 0.1653927 0.07937374 0.0918866634 [41,] 0.0330776613 -0.31596520 0.2419038 0.055865021 0.4603887 0.09996186 0.1651871 0.07938361 0.0915720474 [42,] 0.0336531274 -0.31416033 0.2431216 0.054694900 0.4608860 0.09883845 0.1644529 0.07941886 0.0904484189 [43,] 0.0339753883 -0.31314960 0.2438036 0.054039632 0.4611645 0.09820935 0.1640418 0.07943861 0.0898191869 [44,] 0.0341365188 -0.31264424 0.2441446 0.053711998 0.4613038 0.09789479 0.1638362 0.07944848 0.0895045710 [45,] 0.0344587798 -0.31163351 0.2448266 0.053056731 0.4615823 0.09726568 0.1634251 0.07946822 0.0888753390 [46,] 0.0348500967 -0.31040620 0.2456548 0.052261049 0.4619205 0.09650177 0.1629258 0.07949219 0.0881112717 [47,] 0.0349651899 -0.31004523 0.2458984 0.052027024 0.4620200 0.09627709 0.1627790 0.07949924 0.0878865460 [48,] 0.0363232897 -0.30578574 0.2487725 0.049265539 0.4631938 0.09362585 0.1610463 0.07958243 0.0852347827 [49,] 0.0363463084 -0.30571355 0.2488212 0.049218734 0.4632137 0.09358091 0.1610170 0.07958384 0.0851898376 [50,] 0.0386251539 -0.29856627 0.2536440 0.044585056 0.4651832 0.08913223 0.1581096 0.07972344 0.0807402688 [51,] 0.0389474148 -0.29755554 0.2543260 0.043929788 0.4654617 0.08850312 0.1576985 0.07974318 0.0801110369 [52,] 0.0392466572 -0.29661701 0.2549592 0.043321326 0.4657204 0.08791895 0.1573167 0.07976151 0.0795267501 [53,] 0.0394538249 -0.29596726 0.2553977 0.042900082 0.4658994 0.08751453 0.1570524 0.07977420 0.0791222438 [54,] 0.0399832537 -0.29430678 0.2565181 0.041823571 0.4663570 0.08648099 0.1563770 0.07980663 0.0780885056 [55,] 0.0400753283 -0.29401800 0.2567130 0.041636352 0.4664366 0.08630125 0.1562595 0.07981227 0.0779087251 [56,] 0.0402364588 -0.29351263 0.2570540 0.041308718 0.4665758 0.08598669 0.1560539 0.07982214 0.0775941091 [57,] 0.0402594774 -0.29344044 0.2571027 0.041261913 0.4665957 0.08594176 0.1560246 0.07982355 0.0775491639 [58,] 0.0409500366 -0.29127460 0.2585641 0.039857768 0.4671926 0.08459367 0.1551436 0.07986585 0.0762008098 [59,] 0.0424462483 -0.28658194 0.2617306 0.036815454 0.4684857 0.08167282 0.1532347 0.07995750 0.0732793757 [60,] 0.0425383229 -0.28629316 0.2619254 0.036628235 0.4685653 0.08149307 0.1531172 0.07996314 0.0730995952 [61,] 0.0429296398 -0.28506585 0.2627536 0.035832552 0.4689035 0.08072916 0.1526180 0.07998711 0.0723355278 [62,] 0.0429756771 -0.28492146 0.2628510 0.035738943 0.4689433 0.08063928 0.1525593 0.07998993 0.0722456375 [63,] 0.0430217143 -0.28477707 0.2629484 0.035645333 0.4689831 0.08054941 0.1525005 0.07999275 0.0721557472 [64,] 0.0430677516 -0.28463268 0.2630459 0.035551723 0.4690229 0.08045954 0.1524418 0.07999557 0.0720658570 [65,] 0.0432288821 -0.28412732 0.2633869 0.035224090 0.4691621 0.08014499 0.1522362 0.08000545 0.0717512410 [66,] 0.0441266091 -0.28131172 0.2652867 0.033398701 0.4699380 0.07839247 0.1510909 0.08006044 0.0699983806 [67,] 0.0441496278 -0.28123953 0.2653354 0.033351896 0.4699579 0.07834754 0.1510615 0.08006185 0.0699534354 [68,] 0.0441956650 -0.28109514 0.2654329 0.033258287 0.4699977 0.07825766 0.1510028 0.08006467 0.0698635451 [69,] 0.0455307462 -0.27690784 0.2682583 0.030543606 0.4711516 0.07565136 0.1492995 0.08014645 0.0672567271 [70,] 0.0461982868 -0.27481420 0.2696710 0.029186266 0.4717285 0.07434821 0.1484479 0.08018734 0.0659533180 [71,] 0.0462903614 -0.27452542 0.2698659 0.028999047 0.4718081 0.07416847 0.1483304 0.08019298 0.0657735375 [72,] 0.0464975292 -0.27387566 0.2703043 0.028577803 0.4719871 0.07376404 0.1480661 0.08020567 0.0653690312 [73,] 0.0465896037 -0.27358689 0.2704992 0.028390584 0.4720667 0.07358430 0.1479486 0.08021131 0.0651892507 [74,] 0.0466586597 -0.27337030 0.2706453 0.028250170 0.4721264 0.07344949 0.1478605 0.08021554 0.0650544152 [75,] 0.0469579020 -0.27243177 0.2712786 0.027641707 0.4723850 0.07286532 0.1474788 0.08023387 0.0644701284 [76,] 0.0470960138 -0.27199860 0.2715709 0.027360878 0.4725044 0.07259570 0.1473026 0.08024233 0.0642004576 [77,] 0.0475103494 -0.27069910 0.2724478 0.026518391 0.4728625 0.07178685 0.1467740 0.08026771 0.0633914451 [78,] 0.0478556290 -0.26961617 0.2731785 0.025816318 0.4731609 0.07111281 0.1463334 0.08028887 0.0627172680 [79,] 0.0479477036 -0.26932740 0.2733733 0.025629099 0.4732405 0.07093306 0.1462160 0.08029451 0.0625374874 [80,] 0.0481548713 -0.26867764 0.2738118 0.025207855 0.4734195 0.07052863 0.1459517 0.08030720 0.0621329812 [81,] 0.0482239273 -0.26846106 0.2739579 0.025067441 0.4734792 0.07039383 0.1458636 0.08031143 0.0619981458 [82,] 0.0488684492 -0.26643961 0.2753219 0.023756906 0.4740363 0.06913561 0.1450413 0.08035091 0.0607396819 [83,] 0.0488914679 -0.26636741 0.2753706 0.023710101 0.4740562 0.06909068 0.1450119 0.08035232 0.0606947367 [84,] 0.0490525984 -0.26586205 0.2757116 0.023382467 0.4741954 0.06877612 0.1448064 0.08036219 0.0603801208 [85,] 0.0492827848 -0.26514010 0.2761988 0.022914419 0.4743944 0.06832676 0.1445127 0.08037629 0.0599306694 [86,] 0.0493058034 -0.26506791 0.2762475 0.022867614 0.4744143 0.06828182 0.1444833 0.08037770 0.0598857242 [87,] 0.0493748593 -0.26485132 0.2763936 0.022727199 0.4744739 0.06814702 0.1443952 0.08038193 0.0597508888 [88,] 0.0501574931 -0.26239670 0.2780499 0.021135835 0.4751503 0.06661918 0.1433967 0.08042987 0.0582227541 [89,] 0.0504106982 -0.26160256 0.2785858 0.020620982 0.4753692 0.06612489 0.1430737 0.08044538 0.0577283575 [90,] 0.0504567355 -0.26145817 0.2786832 0.020527372 0.4754090 0.06603501 0.1430150 0.08044820 0.0576384673 [91,] 0.0505027728 -0.26131378 0.2787806 0.020433763 0.4754488 0.06594514 0.1429562 0.08045102 0.0575485770 [92,] 0.0505257914 -0.26124158 0.2788293 0.020386958 0.4754687 0.06590020 0.1429269 0.08045243 0.0575036319 [93,] 0.0506178660 -0.26095281 0.2790242 0.020199738 0.4755482 0.06572046 0.1428094 0.08045807 0.0573238513 [94,] 0.0513774811 -0.25857038 0.2806318 0.018655179 0.4762048 0.06423756 0.1418403 0.08050460 0.0558406617 [95,] 0.0514925743 -0.25820941 0.2808754 0.018421155 0.4763042 0.06401288 0.1416935 0.08051165 0.0556159360 [96,] 0.0516306862 -0.25777624 0.2811676 0.018140326 0.4764236 0.06374327 0.1415172 0.08052011 0.0553462652 [97,] 0.0522061522 -0.25597137 0.2823855 0.016970205 0.4769210 0.06261986 0.1407831 0.08055536 0.0542226367 [98,] 0.0523903013 -0.25539381 0.2827752 0.016595766 0.4770801 0.06226037 0.1405481 0.08056664 0.0538630756 [99,] 0.0526895437 -0.25445528 0.2834085 0.015987304 0.4773387 0.06167620 0.1401664 0.08058498 0.0532787888 [100,] 0.0528736928 -0.25387772 0.2837982 0.015612865 0.4774979 0.06131671 0.1399314 0.08059626 0.0529192277 [101,] 0.0531038792 -0.25315577 0.2842854 0.015144817 0.4776968 0.06086735 0.1396378 0.08061036 0.0524697763 [102,] 0.0531729351 -0.25293919 0.2844315 0.015004402 0.4777565 0.06073254 0.1395497 0.08061459 0.0523349408 [103,] 0.0532189724 -0.25279480 0.2845289 0.014910792 0.4777963 0.06064267 0.1394909 0.08061741 0.0522450506 [104,] 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0.112021534 0.5119551 0.14179740 0.1774458 0.08303846 -0.0249257535 [232,] 0.0961717570 -0.11807941 0.3754302 0.123612485 0.5149194 0.14977086 0.1815986 0.08324856 -0.0316225792 [233,] 0.0966551485 -0.11656332 0.3764532 0.125246109 0.5153372 0.15089463 0.1821839 0.08327817 -0.0325664271 [234,] 0.0972075959 -0.11483065 0.3776223 0.127113108 0.5158146 0.15217895 0.1828528 0.08331201 -0.0336451105 [235,] 0.0992562549 -0.10840532 0.3819579 0.134036562 0.5175853 0.15694161 0.1853333 0.08343750 -0.0376452279 [236,] 0.1004302056 -0.10472339 0.3844424 0.138003935 0.5185999 0.15967078 0.1867547 0.08350942 -0.0399374300 [237,] 0.1012128394 -0.10029685 0.3860987 0.140648850 0.5192763 0.16149023 0.1877023 0.08355736 -0.0414655647 [238,] 0.1015351004 -0.09821856 0.3867807 0.141737933 0.5195548 0.16223941 0.1880925 0.08357710 -0.0420947966 [239,] 0.1022256597 -0.09376508 0.3882421 0.144071681 0.5201516 0.16384481 0.1889286 0.08361940 -0.0434431508 [240,] 0.1029392375 -0.08916315 0.3897522 0.146483221 0.5207684 0.16550371 0.1897926 0.08366311 -0.0448364501 [241,] 0.1032154612 -0.08738176 0.3903368 0.147416721 0.5210071 0.16614587 0.1901270 0.08368003 -0.0453757918 [242,] 0.1097987926 -0.04492526 0.4042692 0.169665124 0.5266969 0.18145062 0.1980981 0.08408331 -0.0470272831 [243,] 0.1101440723 -0.04269852 0.4049999 0.170831998 0.5269953 0.18225332 0.1985161 0.08410446 -0.0469145244 [244,] 0.1152081733 -0.01003967 0.4157171 0.187946155 0.5313721 0.19402621 0.2046477 0.08441467 -0.0298249640 n=150 n=220 n=340 n=510 n=760 [1,] 0.1217890994 0.15321048 0.1102399807 1.048711e-01 0.06738172 [2,] 0.0921228839 0.14125227 0.0776993159 7.803177e-02 0.02536308 [3,] 0.0886975065 0.13987152 0.0739420432 7.493280e-02 0.02051144 [4,] 0.0808069048 0.13669088 0.0652868973 6.779409e-02 0.02021016 [5,] 0.0753018339 0.13447183 0.0592484234 6.281361e-02 0.02008605 [6,] 0.0681452417 0.13158707 0.0513984074 5.633897e-02 0.01992471 [7,] 0.0677782370 0.13143913 0.0509958424 5.600694e-02 0.01991643 [8,] 0.0629460081 0.12949130 0.0456954042 5.163517e-02 0.01980749 [9,] 0.0576244395 0.12734622 0.0398582128 4.682070e-02 0.01968752 [10,] 0.0494280006 0.12404230 0.0308675961 3.940531e-02 0.01950273 [11,] 0.0472871397 0.12317933 0.0285193007 3.746845e-02 0.01945447 [12,] 0.0470424699 0.12308071 0.0282509241 3.724710e-02 0.01944895 [13,] 0.0463696279 0.12280949 0.0275128884 3.663837e-02 0.01943378 [14,] 0.0449016090 0.12221774 0.0259026287 3.531024e-02 0.01940068 [15,] 0.0433724226 0.12160134 0.0242252748 3.392677e-02 0.01936621 [16,] 0.0416597339 0.12091097 0.0223466385 3.237728e-02 0.01932760 [17,] 0.0381731890 0.11950557 0.0185222717 2.922297e-02 0.01924899 [18,] 0.0373168446 0.11916039 0.0175829536 2.844823e-02 0.01922969 [19,] 0.0360934955 0.11866726 0.0162410705 2.734146e-02 0.01920211 [20,] 0.0268572099 0.11494419 0.0061098532 1.898530e-02 0.01899388 [21,] 0.0264290377 0.11477160 0.0056401941 1.859793e-02 0.01898422 [22,] 0.0211686366 0.11265117 -0.0001299032 1.383880e-02 0.01886563 [23,] 0.0171315846 0.11102387 -0.0045581174 1.018644e-02 0.01877462 [24,] 0.0161529053 0.11062937 -0.0056316238 9.301018e-03 0.01875255 [25,] 0.0129721977 0.10934725 -0.0091205199 6.423402e-03 0.01868084 [26,] 0.0106478344 0.10841032 -0.0116700977 4.320529e-03 0.01862844 [27,] 0.0083234711 0.10747339 -0.0142196756 2.217656e-03 0.01857604 [28,] 0.0057544380 0.10643783 -0.0170376301 -1.065724e-04 0.01851812 [29,] 0.0049592611 0.10611730 -0.0179098541 -8.259763e-04 0.01850019 [30,] 0.0041640842 0.10579677 -0.0187820781 -1.545380e-03 0.01848227 [31,] 0.0039805818 0.10572280 -0.0189833606 -1.711397e-03 0.01847813 [32,] 0.0031242375 0.10537762 -0.0199226787 -2.486139e-03 0.01845882 [33,] 0.0030630700 0.10535296 -0.0199897729 -2.541478e-03 0.01845744 [34,] 0.0029407351 0.10530365 -0.0201239612 -2.652156e-03 0.01845469 [35,] -0.0012186518 0.10362703 -0.0246863637 -6.415192e-03 0.01836091 [36,] -0.0020749962 0.10328185 -0.0256256818 -7.189934e-03 0.01834161 [37,] -0.0051945364 0.10202439 -0.0290474837 -1.001221e-02 0.01827128 [38,] -0.0054392062 0.10192576 -0.0293158603 -1.023357e-02 0.01826576 [39,] -0.0058673784 0.10175317 -0.0297855194 -1.062094e-02 0.01825611 [40,] -0.0072130624 0.10121074 -0.0312615908 -1.183839e-02 0.01822577 [41,] -0.0076412345 0.10103814 -0.0317312499 -1.222576e-02 0.01821612 [42,] -0.0091704209 0.10042174 -0.0334086037 -1.360923e-02 0.01818164 [43,] -0.0100267653 0.10007655 -0.0343479219 -1.438397e-02 0.01816234 [44,] -0.0104549375 0.09990396 -0.0348175810 -1.477135e-02 0.01815268 [45,] -0.0113112818 0.09955878 -0.0357568992 -1.554609e-02 0.01813338 [46,] -0.0123511285 0.09913962 -0.0368974998 -1.648685e-02 0.01810993 [47,] -0.0126569658 0.09901634 -0.0372329705 -1.676354e-02 0.01810304 [48,] -0.0162658456 0.09756163 -0.0411915257 -2.002853e-02 0.01802168 [49,] -0.0163270131 0.09753697 -0.0412586198 -2.008387e-02 0.01802030 [50,] -0.0223825911 0.09509602 -0.0479009411 -2.556241e-02 0.01788378 [51,] -0.0232389355 0.09475083 -0.0488402592 -2.633715e-02 0.01786447 [52,] -0.0240341124 0.09443030 -0.0497124833 -2.705655e-02 0.01784654 [53,] -0.0245846195 0.09420840 -0.0503163306 -2.755460e-02 0.01783413 [54,] -0.0259914709 0.09364131 -0.0518594962 -2.882739e-02 0.01780241 [55,] -0.0262361407 0.09354268 -0.0521278728 -2.904875e-02 0.01779690 [56,] -0.0266643129 0.09337009 -0.0525975319 -2.943612e-02 0.01778725 [57,] -0.0267254804 0.09334543 -0.0526646260 -2.949146e-02 0.01778587 [58,] -0.0285605040 0.09260575 -0.0546774507 -3.115162e-02 0.01774450 [59,] -0.0325363886 0.09100310 -0.0590385707 -3.474864e-02 0.01765486 [60,] -0.0327810584 0.09090448 -0.0593069473 -3.497000e-02 0.01764934 [61,] -0.0338209051 0.09048533 -0.0604475480 -3.591075e-02 0.01762590 [62,] -0.0339432400 0.09043601 -0.0605817363 -3.602143e-02 0.01762314 [63,] -0.0340655749 0.09038670 -0.0607159246 -3.613211e-02 0.01762039 [64,] -0.0341879098 0.09033739 -0.0608501129 -3.624279e-02 0.01761763 [65,] -0.0346160820 0.09016480 -0.0613197720 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0.01732528 [80,] -0.0477059173 0.08488839 -0.0756779210 -4.847265e-02 0.01731287 [81,] -0.0478894197 0.08481442 -0.0758792035 -4.863867e-02 0.01730873 [82,] -0.0496021084 0.08412405 -0.0777578398 -5.018816e-02 0.01727012 [83,] -0.0496632759 0.08409939 -0.0778249339 -5.024350e-02 0.01726874 [84,] -0.0500914480 0.08392680 -0.0782945930 -5.063087e-02 0.01725909 [85,] -0.0507031226 0.08368024 -0.0789655346 -5.118425e-02 0.01724529 [86,] -0.0507642900 0.08365558 -0.0790326287 -5.123959e-02 0.01724392 [87,] -0.0509477924 0.08358161 -0.0792339112 -5.140561e-02 0.01723978 [88,] -0.0530274859 0.08274331 -0.0815151124 -5.328713e-02 0.01719289 [89,] -0.0537003279 0.08247209 -0.0822531481 -5.389585e-02 0.01717772 [90,] -0.0538226628 0.08242278 -0.0823873364 -5.400653e-02 0.01717497 [91,] -0.0539449977 0.08237346 -0.0825215247 -5.411721e-02 0.01717221 [92,] -0.0540061651 0.08234881 -0.0825886189 -5.417255e-02 0.01717083 [93,] -0.0542508349 0.08225018 -0.0828569955 -5.439390e-02 0.01716531 [94,] 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-0.0442616655 0.07214118 -0.0748803364 -7.708280e-02 0.01659992 [137,] -0.0442351604 0.07211652 -0.0748087593 -7.713814e-02 0.01659854 [138,] -0.0441026349 0.07199324 -0.0744508736 -7.741483e-02 0.01659165 [139,] -0.0440231196 0.07191927 -0.0742361421 -7.758085e-02 0.01658751 [140,] -0.0438375839 0.07174668 -0.0737351021 -7.796822e-02 0.01657785 [141,] -0.0436255432 0.07154943 -0.0731624850 -7.841093e-02 0.01656682 [142,] -0.0435725330 0.07150012 -0.0730193307 -7.852160e-02 0.01656406 [143,] -0.0431219463 0.07108096 -0.0718025192 -7.946236e-02 0.01654062 [144,] -0.0426183495 0.07061250 -0.0704425535 -8.051380e-02 0.01651442 [145,] -0.0424328138 0.07043990 -0.0699415134 -8.090117e-02 0.01650477 [146,] -0.0420352374 0.07007006 -0.0688678563 -8.173125e-02 0.01648408 [147,] -0.0419292170 0.06997144 -0.0685815477 -8.195261e-02 0.01647857 [148,] -0.0418231966 0.06987281 -0.0682952391 -8.217396e-02 0.01647305 [149,] -0.0415581456 0.06962625 -0.0675794677 -8.262878e-02 0.01645926 [150,] -0.0413991150 0.06947832 -0.0671500048 -8.242572e-02 0.01645099 [151,] -0.0412135794 0.06930572 -0.0666489648 -8.218882e-02 0.01644133 [152,] -0.0409220233 0.06903451 -0.0658616162 -8.176055e-02 0.01642616 [153,] -0.0400738602 0.06824551 -0.0635711475 -8.000205e-02 0.01638204 [154,] -0.0397027889 0.06790032 -0.0625690675 -7.923271e-02 0.01636273 [155,] -0.0396497787 0.06785101 -0.0624259132 -7.912280e-02 0.01635997 [156,] -0.0392522022 0.06748117 -0.0613522561 -7.829850e-02 0.01633929 [157,] -0.0391991920 0.06743186 -0.0612091018 -7.818859e-02 0.01633653 [158,] -0.0390401614 0.06728392 -0.0607796389 -7.785888e-02 0.01632825 [159,] -0.0385100595 0.06679080 -0.0593480960 -7.675981e-02 0.01630067 [160,] -0.0384570493 0.06674149 -0.0592049417 -7.664991e-02 0.01629792 [161,] -0.0381389882 0.06644561 -0.0583460160 -7.599047e-02 0.01628137 [162,] -0.0378209270 0.06614974 -0.0574870902 -7.533103e-02 0.01626482 [163,] -0.0377944219 0.06612508 -0.0574155131 -7.527608e-02 0.01626344 [164,] -0.0377414117 0.06607577 -0.0572723588 -7.516617e-02 0.01626068 [165,] -0.0375823811 0.06592784 -0.0568428959 -7.483645e-02 0.01625241 [166,] -0.0371848047 0.06555799 -0.0557692388 -7.401215e-02 0.01623172 [167,] -0.0367607231 0.06516350 -0.0546240044 -7.313290e-02 0.01620966 [168,] -0.0366281977 0.06504022 -0.0542661187 -7.285813e-02 0.01620276 [169,] -0.0362836314 0.06471969 -0.0533356158 -7.214374e-02 0.01618484 [170,] -0.0361246008 0.06457175 -0.0529061530 -7.181402e-02 0.01617656 [171,] -0.0357800346 0.06425122 -0.0519756501 -7.109963e-02 0.01615864 [172,] -0.0357270244 0.06420191 -0.0518324958 -7.098973e-02 0.01615588 [173,] -0.0352499326 0.06375810 -0.0505441072 -7.000057e-02 0.01613106 [174,] -0.0348523562 0.06338826 -0.0494704500 -6.917627e-02 0.01611037 [175,] -0.0336861319 0.06230339 -0.0463210556 -6.675833e-02 0.01604969 [176,] -0.0335536064 0.06218011 -0.0459631699 -6.648356e-02 0.01604280 [177,] -0.0334740912 0.06210614 -0.0457484385 -6.631870e-02 0.01603866 [178,] -0.0330235045 0.06168698 -0.0445316270 -6.538450e-02 0.01601522 [179,] -0.0324668975 0.06132114 -0.0430285070 -6.423048e-02 0.01598626 [180,] -0.0323873822 0.06128094 -0.0428137755 -6.406562e-02 0.01598212 [181,] -0.0321753414 0.06117374 -0.0422411584 -6.362600e-02 0.01597109 [182,] -0.0318307752 0.06099953 -0.0413106555 -6.291161e-02 0.01595316 [183,] -0.0318042701 0.06098613 -0.0412390783 -6.285665e-02 0.01595179 [184,] -0.0315922293 0.06087893 -0.0406664612 -6.241703e-02 0.01594075 [185,] -0.0303994999 0.06027591 -0.0374454897 -5.994413e-02 0.01587870 [186,] -0.0303199847 0.06023571 -0.0372307582 -5.977927e-02 0.01587456 [187,] -0.0297898827 0.05996771 -0.0357992153 -5.868021e-02 0.01584698 [188,] -0.0294453165 0.05979350 -0.0348687125 -5.796582e-02 0.01582905 [189,] -0.0292597808 0.05969970 -0.0343676724 -5.758115e-02 0.01581940 [190,] -0.0288091941 0.05947189 -0.0331508610 -5.664694e-02 0.01579596 [191,] -0.0286236585 0.05937809 -0.0326498210 -5.626227e-02 0.01578630 [192,] -0.0282790922 0.05943044 -0.0317193181 -5.554788e-02 0.01576838 [193,] -0.0282260820 0.05951234 -0.0315761638 -5.543797e-02 0.01576562 [194,] -0.0280670514 0.05975804 -0.0311467009 -5.510825e-02 0.01575735 [195,] -0.0276694750 0.06037230 -0.0300730437 -5.428395e-02 0.01573666 [196,] -0.0271128680 0.06123226 -0.0285699237 -5.312994e-02 0.01588807 [197,] -0.0269008272 0.06155986 -0.0279973065 -5.269031e-02 0.01601844 [198,] -0.0268743221 0.06160081 -0.0279257294 -5.263536e-02 0.01603474 [199,] -0.0259996539 0.06295217 -0.0255636836 -5.082190e-02 0.01657252 [200,] -0.0254165418 0.06385308 -0.0239889864 -4.961293e-02 0.01693105 [201,] -0.0247009042 0.06495874 -0.0220564035 -4.812920e-02 0.01737105 [202,] -0.0236937105 0.06651485 -0.0193364720 -4.604097e-02 0.01799032 [203,] -0.0234021544 0.06696530 -0.0185491234 -4.543649e-02 0.01816958 [204,] -0.0233491442 0.06704720 -0.0184059691 -4.532658e-02 0.01820217 [205,] -0.0230310831 0.06753861 -0.0175470434 -4.466714e-02 0.01839773 [206,] -0.0221564149 0.06888997 -0.0151849976 -4.285369e-02 0.01893552 [207,] -0.0219708792 0.06917662 -0.0146839576 -4.246902e-02 0.01904959 [208,] -0.0214142722 0.07003658 -0.0131808376 -4.131500e-02 0.01939182 [209,] -0.0208046550 0.07097844 -0.0115345632 -4.005108e-02 0.01976664 [210,] -0.0207781499 0.07101939 -0.0114629861 -3.999612e-02 0.01978293 [211,] -0.0204865938 0.07146984 -0.0106756375 -3.939164e-02 0.01996220 [212,] -0.0204335836 0.07155174 -0.0105324832 -3.928173e-02 0.01999479 [213,] -0.0202480479 0.07183839 -0.0100314432 -3.889706e-02 0.02010886 [214,] -0.0202215428 0.07187934 -0.0099598660 -3.884211e-02 0.02012516 [215,] -0.0198239664 0.07249360 -0.0088862089 -3.801781e-02 0.02036961 [216,] -0.0197179460 0.07265740 -0.0085999003 -3.779800e-02 0.02043479 [217,] -0.0172794771 0.07642483 -0.0020148029 -3.274230e-02 0.02193407 [218,] -0.0171734567 0.07658863 -0.0017284944 -3.252249e-02 0.02199926 [219,] -0.0160602427 0.07830855 0.0012777457 -3.021445e-02 0.02268371 [220,] -0.0156361611 0.07896375 0.0024229800 -2.933520e-02 0.02294445 [221,] -0.0149470286 0.08002846 0.0042839858 -2.790642e-02 0.02336816 [222,] -0.0149205235 0.08006941 0.0043555629 -2.785147e-02 0.02338446 [223,] -0.0143904216 0.08088842 0.0057871058 -2.675240e-02 0.02371039 [224,] -0.0141253706 0.08129792 0.0065028773 -2.620287e-02 0.02387335 [225,] -0.0137012891 0.08195313 0.0076481116 -2.532362e-02 0.02413410 [226,] -0.0129061362 0.08318164 0.0097954260 -2.367502e-02 0.02462299 [227,] -0.0120049629 0.08457395 0.0122290489 -2.180662e-02 0.02517707 [228,] -0.0119519527 0.08465585 0.0123722032 -2.169671e-02 0.02520967 [229,] -0.0116603966 0.08510631 0.0131595518 -2.109222e-02 0.02539361 [230,] -0.0102291214 0.08731762 0.0170247176 -1.812475e-02 0.02699424 [231,] -0.0066244283 0.09288687 0.0267592093 -1.065112e-02 0.03102546 [232,] -0.0026751689 0.09898847 0.0374242039 -2.463090e-03 0.03544201 [233,] -0.0021185618 0.09984843 0.0389273239 -1.309073e-03 0.03606448 [234,] -0.0014824395 0.10083124 0.0406451754 9.803545e-06 0.03677587 [235,] 0.0008765141 0.10447582 0.0470155413 4.900638e-03 0.03941395 [236,] 0.0022282740 0.10656428 0.0506659757 7.703251e-03 0.04092566 [237,] 0.0031294473 0.10795660 0.0530995986 9.571660e-03 0.04193346 [238,] 0.0035005186 0.10852990 0.0541016786 1.034100e-02 0.04234844 [239,] 0.0042956715 0.10975841 0.0562489930 1.198960e-02 0.04323768 [240,] 0.0051173295 0.11102787 0.0584678845 1.369315e-02 0.04415656 [241,] 0.0054353907 0.11151928 0.0593268102 1.435259e-02 0.04451226 [242,] 0.0130158483 0.12323107 0.0797978737 3.150832e-02 0.05298967 [243,] 0.0134134248 0.12384533 0.0808715308 3.254108e-02 0.05343429 [244,] 0.0192445460 0.13285440 0.0966185027 4.768816e-02 0.06387661 > > p04 <- vapply(l04Sqr, predict, FUN.VALUE=newd, newdata = newd) > cat("Predict f=sqrt, L=10 vs L=4:\n"); aePrt(p10, p04) Predict f=sqrt, L=10 vs L=4: relative 0.00353 > > > ### 2. original from ../man/cvx.lse.con.reg.Rd (w/ n = 50) > ### 3. and from ../man/cvx.lse.reg.Rd --------------------------------------------------- > > doConreg <- function(d) doEst(d, cvx.lse.con.reg) > doLseReg <- function(d) doEst(d, cvx.lse.reg) > > ConR.sqr <- lapply(d.sqr, doConreg) ## warnings: user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.01 0.00 0.02 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.02 0.00 0.02 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.02 0.00 0.02 user.self sys.self elapsed 0.02 0.02 0.04 Warning messages: 1: In diff(fit)/diff(t) : longer object length is not a multiple of shorter object length 2: In z - fit : longer object length is not a multiple of shorter object length 3: In z - fit : longer object length is not a multiple of shorter object length > ## 1: In diff(fit)/diff(x) : > ## longer object length is not a multiple of shorter object length > > ## ==> reason: for n=512 -- two x[]s are _merged_ -> new n = 509 (one w[] = 2) but code > ## ------ uses diff(fit)/diff(x) where it should use diff(fit)/diff(out$x) !!!!! BUG > ## BUG fix must lead to different result structures !! ===> look at smooth.spline() how to do > ## ===================================================================== > ## Also fastmerge() should/could profit from smooth.spline() and vice versa ! ! > ## > ConR.exp <- lapply(d.exp, doConreg) user.self sys.self elapsed 0.02 0.00 0.01 user.self sys.self elapsed 0.01 0.00 0.02 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.01 0.00 0.01 user.self sys.self elapsed 0.02 0.00 0.02 user.self sys.self elapsed 0.02 0.00 0.01 > > LseR.sqr <- lapply(d.sqr, doLseReg) # no warnings user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.01 0.00 0.01 user.self sys.self elapsed 0.06 0.00 0.06 user.self sys.self elapsed 0.19 0.00 0.19 user.self sys.self elapsed 0.57 0.01 0.60 > LseR.exp <- lapply(d.exp, doLseReg) # no warnings user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.02 0.00 0.02 user.self sys.self elapsed 0.02 0.00 0.02 user.self sys.self elapsed 0.05 0.00 0.05 user.self sys.self elapsed 0.20 0.00 0.21 user.self sys.self elapsed 0.61 0.02 0.63 > > CRSqr <- lapply(ConR.sqr, `[[`, "fit") > prMilli(t(sapply(ConR.sqr, `[[`, "sys.tm"))) # in milli sec Times [milli-seconds]: user.self sys.self elapsed n=4 . . . n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 10 . 20 n=67 . . . n=100 . . . n=150 . . . n=220 20 . 20 n=340 . . . n=510 20 . 20 n=760 20 20 40 > > CRExp <- lapply(ConR.exp, `[[`, "fit") > prMilli(t(sapply(ConR.exp, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=4 20 . 10 n=6 10 . 20 n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 . . . n=220 . . . n=340 10 . 10 n=510 20 . 20 n=760 20 . 10 > > if(FALSE) { ## FAILS -- because of the above BUG! + if(do.pdf) pdf("cvxConR_sqr.pdf"); invisible( lapply(CRSqr, plot) ) ; if(do.pdf) dev.off() + } > if(do.pdf) pdf("cvxConR_exp.pdf"); invisible( lapply(CRExp, plot) ) ; if(do.pdf) dev.off() null device 1 > > str(pSq <- vapply(CRSqr, predict, FUN.VALUE=newd, newdata = newd)) num [1:244, 1:14] -0.01563 -0.004466 -0.003177 -0.000207 0.001864 ... - attr(*, "dimnames")=List of 2 ..$ : NULL ..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ... > pSq # default 7 digits n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 [1,] -0.0156298120 -0.29926447 0.1776656 0.15578775 0.4182919 0.19504677 0.2273278 0.07640873 0.1866759094 [2,] -0.0044657678 -0.34077336 0.1624505 0.13653101 0.4279408 0.17325271 0.2130848 0.07708918 0.1648773449 [3,] -0.0031767235 -0.34556614 0.1651785 0.13430755 0.4290549 0.17073628 0.2114403 0.07716775 0.1623604684 [4,] -0.0002073179 -0.35660664 0.1714627 0.12918565 0.4316212 0.16493951 0.2076519 0.07734874 0.1565627131 [5,] 0.0018643604 -0.36430932 0.1758470 0.12561223 0.4334117 0.16089525 0.2050089 0.07747501 0.1525177676 [6,] 0.0045575423 -0.37432281 0.1815466 0.12096679 0.4357393 0.15563772 0.2015729 0.07763917 0.1472592002 [7,] 0.0046956542 -0.37483632 0.1818389 0.12072857 0.4358587 0.15536810 0.2013967 0.07764759 0.1469895258 [8,] 0.0065141273 -0.38159756 0.1856874 0.11759190 0.4374304 0.15181814 0.1990767 0.07775842 0.1434388120 [9,] 0.0085167497 -0.38904348 0.1899255 0.11413760 0.4391612 0.14790869 0.1965218 0.07788049 0.1395285323 [10,] 0.0116012486 -0.38332274 0.1964533 0.10881719 0.4418270 0.14188724 0.1925866 0.07806849 0.1335058027 [11,] 0.0124069012 -0.38079593 0.1981583 0.10742753 0.4425234 0.14031447 0.1915587 0.07811759 0.1319327017 [12,] 0.0124989758 -0.38050715 0.1983531 0.10726872 0.4426029 0.14013473 0.1914413 0.07812321 0.1317529187 [13,] 0.0127521810 -0.37971301 0.1988890 0.10683197 0.4428218 0.13964043 0.1911182 0.07813864 0.1312585155 [14,] 0.0133046285 -0.37798034 0.2000582 0.10587906 0.4432992 0.13856196 0.1904134 0.07817231 0.1301798177 [15,] 0.0138800947 -0.37617547 0.2012760 0.10488645 0.4437966 0.13743856 0.1896792 0.07820738 0.1290561750 [16,] 0.0145246169 -0.37415403 0.2026400 0.10377472 0.4443536 0.13618034 0.1888570 0.07824667 0.1277977104 [17,] 0.0158366798 -0.37003893 0.2054168 0.10151157 0.4454876 0.13361898 0.1871830 0.07832664 0.1252358274 [18,] 0.0161589409 -0.36902821 0.2060988 0.10095571 0.4457662 0.13298987 0.1867719 0.07834628 0.1246065930 [19,] 0.0166193138 -0.36758431 0.2070731 0.10016162 0.4461640 0.13209115 0.1861846 0.07837434 0.1237076867 [20,] 0.0200951297 -0.35668293 0.2144290 0.09416625 0.4491681 0.12530578 0.1817501 0.07858619 0.1169209441 [21,] 0.0202562602 -0.35617757 0.2147700 0.09388832 0.4493074 0.12499123 0.1815446 0.07859601 0.1166063269 [22,] 0.0222358639 -0.34996883 0.2189594 0.09047373 0.4510183 0.12112672 0.1790190 0.07871667 0.1127410297 [23,] 0.0237550947 -0.34520398 0.2221746 0.08785322 0.4523313 0.11816093 0.1770808 0.07880927 0.1097746389 [24,] 0.0241233931 -0.34404887 0.2229540 0.08721795 0.4526496 0.11744195 0.1766109 0.07883171 0.1090555139 [25,] 0.0253203628 -0.34029475 0.2254872 0.08515331 0.4536842 0.11510527 0.1750838 0.07890467 0.1067185778 [26,] 0.0261950714 -0.33755135 0.2273383 0.08364453 0.4544401 0.11339769 0.1739679 0.07895798 0.1050106884 [27,] 0.0270697800 -0.33480796 0.2291895 0.08213575 0.4551961 0.11169011 0.1728519 0.07901130 0.1033027975 [28,] 0.0280365632 -0.33177578 0.2312355 0.08046816 0.4560317 0.10980279 0.1716185 0.07907022 0.1014151010 [29,] 0.0283358057 -0.33083725 0.2318688 0.07995200 0.4562903 0.10921862 0.1712367 0.07908846 0.1008308139 [30,] 0.0286350481 -0.32989872 0.2325020 0.07943584 0.4565490 0.10863445 0.1708550 0.07910670 0.1002465269 [31,] 0.0287041040 -0.32968214 0.2326482 0.07931672 0.4566086 0.10849964 0.1707669 0.07911091 0.1001116914 [32,] 0.0290263651 -0.32867142 0.2333302 0.07876086 0.4568872 0.10787054 0.1703557 0.07913055 0.0994824593 [33,] 0.0290493837 -0.32859922 0.2333789 0.07872115 0.4569071 0.10782560 0.1703264 0.07913196 0.0994375141 [34,] 0.0290954210 -0.32845483 0.2334763 0.07864174 0.4569468 0.10773573 0.1702676 0.07913476 0.0993476238 [35,] 0.0306606891 -0.32354560 0.2367889 0.07594183 0.4582997 0.10468007 0.1682707 0.07923017 0.0962913532 [36,] 0.0309829502 -0.32253487 0.2374709 0.07538596 0.4585782 0.10405096 0.1678595 0.07924981 0.0956621210 [37,] 0.0321569012 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0.3034789 0.03030550 0.4855352 0.07073189 0.1404335 0.08115089 0.0347615100 [149,] 0.0624034047 -0.22398919 0.3039661 0.03081300 0.4857341 0.07126702 0.1407123 0.08116492 0.0343120600 [150,] 0.0625415166 -0.22355602 0.3042584 0.03111749 0.4858535 0.07158810 0.1408795 0.08117334 0.0340423901 [151,] 0.0627026471 -0.22305066 0.3045994 0.03147274 0.4859928 0.07196269 0.1410746 0.08118316 0.0337277751 [152,] 0.0629558523 -0.22225652 0.3051352 0.03203098 0.4862116 0.07255134 0.1413812 0.08119859 0.0332333802 [153,] 0.0636924490 -0.21994628 0.3066941 0.03365495 0.4868482 0.07426376 0.1422730 0.08124349 0.0317951404 [154,] 0.0640147101 -0.21893556 0.3073761 0.03436544 0.4871268 0.07501294 0.1426632 0.08126313 0.0311659105 [155,] 0.0640607474 -0.21879117 0.3074735 0.03446694 0.4871665 0.07511997 0.1427189 0.08126593 0.0310760205 [156,] 0.0644060271 -0.21770825 0.3082043 0.03522817 0.4874650 0.07592267 0.1431370 0.08128698 0.0304018447 [157,] 0.0644520644 -0.21756386 0.3083017 0.03532967 0.4875047 0.07602970 0.1431927 0.08128979 0.0303119546 [158,] 0.0645901763 -0.21713069 0.3085940 0.03563417 0.4876241 0.07635078 0.1433600 0.08129820 0.0300422842 [159,] 0.0650505492 -0.21568679 0.3095683 0.03664915 0.4880220 0.07742104 0.1439174 0.08132626 0.0291433831 [160,] 0.0650965865 -0.21554240 0.3096657 0.03675065 0.4880618 0.07752807 0.1439731 0.08132907 0.0290534929 [161,] 0.0653728103 -0.21467607 0.3102503 0.03735964 0.4883005 0.07817023 0.1443076 0.08134591 0.0285141522 [162,] 0.0656490341 -0.21380973 0.3108348 0.03796863 0.4885393 0.07881239 0.1446420 0.08136274 0.0279748115 [163,] 0.0656720527 -0.21373754 0.3108836 0.03801938 0.4885592 0.07886590 0.1446699 0.08136414 0.0279298665 [164,] 0.0657180900 -0.21359315 0.3109810 0.03812088 0.4885989 0.07897293 0.1447256 0.08136695 0.0278399764 [165,] 0.0658562019 -0.21315998 0.3112733 0.03842537 0.4887183 0.07929401 0.1448929 0.08137537 0.0275703060 [166,] 0.0662014816 -0.21207706 0.3120040 0.03918661 0.4890167 0.08009671 0.1453109 0.08139641 0.0268961301 [167,] 0.0665697800 -0.21092194 0.3127834 0.03999860 0.4893350 0.08095292 0.1457568 0.08141886 0.0261770092 [168,] 0.0666848732 -0.21056097 0.3130270 0.04025234 0.4894345 0.08122049 0.1458962 0.08142588 0.0259522839 [169,] 0.0669841157 -0.20962243 0.3136603 0.04091208 0.4896931 0.08191616 0.1462585 0.08144412 0.0253679982 [170,] 0.0671222275 -0.20918927 0.3139526 0.04121658 0.4898125 0.08223724 0.1464257 0.08145253 0.0250983278 [171,] 0.0674214700 -0.20825073 0.3145859 0.04187631 0.4900711 0.08293292 0.1467881 0.08147077 0.0245140421 [172,] 0.0674675073 -0.20810634 0.3146833 0.04197781 0.4901109 0.08303994 0.1468438 0.08147358 0.0244241519 [173,] 0.0678818429 -0.20680684 0.3155601 0.04289130 0.4904690 0.08400319 0.1473455 0.08149883 0.0236151409 [174,] 0.0682271226 -0.20572392 0.3162909 0.04365254 0.4907674 0.08480589 0.1477635 0.08151988 0.0229409650 [175,] 0.0692399432 -0.20254735 0.3184343 0.04588550 0.4916428 0.08716046 0.1489898 0.08158161 0.0209633824 [176,] 0.0693550364 -0.20218637 0.3186779 0.04613925 0.4917423 0.08742803 0.1491292 0.08158863 0.0207386572 [177,] 0.0694240923 -0.20196979 0.3188240 0.04629149 0.4918020 0.08758857 0.1492128 0.08159284 0.0206038220 [178,] 0.0698154094 -0.20074248 0.3196522 0.04715423 0.4921402 0.08849829 0.1496866 0.08161669 0.0198397560 [179,] 0.0702988010 -0.19922639 0.3206752 0.04821996 0.4925579 0.08962206 0.1502719 0.08164615 0.0188959098 [180,] 0.0703678569 -0.19900981 0.3208213 0.04837221 0.4926176 0.08978260 0.1503555 0.08165036 0.0187610746 [181,] 0.0705520061 -0.19843225 0.3212110 0.04877820 0.4927768 0.09021071 0.1505785 0.08166158 0.0184015141 [182,] 0.0708512485 -0.19749372 0.3218443 0.04943794 0.4930354 0.09090638 0.1509408 0.08167982 0.0178172284 [183,] 0.0708742672 -0.19742152 0.3218930 0.04948869 0.4930553 0.09095989 0.1509687 0.08168122 0.0177722833 [184,] 0.0710584164 -0.19684396 0.3222827 0.04989468 0.4932145 0.09138800 0.1511916 0.08169245 0.0174127228 [185,] 0.0720942555 -0.19359520 0.3244749 0.05217840 0.4941097 0.09379608 0.1524458 0.08175558 0.0153901952 [186,] 0.0721633115 -0.19337861 0.3246210 0.05233064 0.4941694 0.09395662 0.1525294 0.08175979 0.0152553600 [187,] 0.0726236844 -0.19193472 0.3255953 0.05334563 0.4945673 0.09502688 0.1530868 0.08178785 0.0143564581 [188,] 0.0729229268 -0.19099619 0.3262286 0.05400537 0.4948259 0.09572255 0.1534491 0.08180609 0.0137721718 [189,] 0.0730840574 -0.19049082 0.3265696 0.05436061 0.4949652 0.09609714 0.1536442 0.08181591 0.0134575560 [190,] 0.0734753744 -0.18926351 0.3273978 0.05522335 0.4953034 0.09700687 0.1541180 0.08183976 0.0126934892 [191,] 0.0736365049 -0.18875815 0.3277388 0.05557859 0.4954426 0.09738146 0.1543131 0.08184959 0.0123788735 [192,] 0.0739357474 -0.18781962 0.3283721 0.05623833 0.4957013 0.09807713 0.1546755 0.08186782 0.0117945871 [193,] 0.0739817846 -0.18767523 0.3284695 0.05633983 0.4957411 0.09818415 0.1547312 0.08187063 0.0117046969 [194,] 0.0741198965 -0.18724206 0.3287618 0.05664432 0.4958604 0.09850523 0.1548984 0.08187905 0.0114350263 [195,] 0.0744651763 -0.18615914 0.3294925 0.05740556 0.4961588 0.09930793 0.1553165 0.08190009 0.0107608497 [196,] 0.0749485679 -0.18464305 0.3305155 0.05847129 0.4965766 0.10043170 0.1559018 0.08192956 0.0098170022 [197,] 0.0751327170 -0.18406549 0.3309052 0.05887729 0.4967358 0.10085981 0.1561247 0.08194078 0.0094574413 [198,] 0.0751557357 -0.18399330 0.3309539 0.05892804 0.4967557 0.10091332 0.1561526 0.08194218 0.0094124962 [199,] 0.0759153511 -0.18161087 0.3325615 0.06060276 0.4974122 0.10267925 0.1570723 0.08198848 0.0079293072 [200,] 0.0764217613 -0.18002258 0.3336332 0.06171924 0.4978499 0.10385654 0.1576855 0.08201935 0.0069405145 [201,] 0.0770432648 -0.17807333 0.3349485 0.06308947 0.4983870 0.10530139 0.1584380 0.08205723 0.0057270014 [202,] 0.0779179735 -0.17532993 0.3367997 0.06501794 0.4991430 0.10733488 0.1594971 0.08211054 0.0040190956 [203,] 0.0781711786 -0.17453578 0.3373355 0.06557618 0.4993619 0.10792353 0.1598037 0.08212598 0.0035247019 [204,] 0.0782172159 -0.17439139 0.3374330 0.06567767 0.4994016 0.10803055 0.1598594 0.08212878 0.0034348121 [205,] 0.0784934397 -0.17352506 0.3380175 0.06628666 0.4996404 0.10867271 0.1601938 0.08214562 0.0028954734 [206,] 0.0792530550 -0.17114263 0.3396251 0.06796139 0.5002969 0.11043864 0.1611136 0.08219192 0.0014122921 [207,] 0.0794141856 -0.17063727 0.3399661 0.06831663 0.5004362 0.11081323 0.1613087 0.08220174 0.0010976779 [208,] 0.0798975772 -0.16912118 0.3409891 0.06938236 0.5008539 0.11193701 0.1618940 0.08223120 0.0001538352 [209,] 0.0804270061 -0.16746070 0.3421095 0.07054959 0.5013115 0.11316781 0.1625350 0.08226347 -0.0008798972 [210,] 0.0804500247 -0.16738850 0.3421583 0.07060034 0.5013314 0.11322132 0.1625629 0.08226487 -0.0009248421 [211,] 0.0807032299 -0.16659436 0.3426941 0.07115858 0.5015502 0.11380996 0.1628694 0.08228031 -0.0014192359 [212,] 0.0807492672 -0.16644997 0.3427915 0.07126008 0.5015900 0.11391699 0.1629252 0.08228311 -0.0015091256 [213,] 0.0809103977 -0.16594461 0.3431325 0.07161533 0.5017293 0.11429158 0.1631203 0.08229293 -0.0018237398 [214,] 0.0809334163 -0.16587241 0.3431813 0.07166608 0.5017492 0.11434509 0.1631481 0.08229434 -0.0018686847 [215,] 0.0812786961 -0.16478949 0.3439120 0.07242731 0.5020476 0.11514779 0.1635662 0.08231538 -0.0025428581 [216,] 0.0813707707 -0.16450071 0.3441068 0.07263031 0.5021272 0.11536184 0.1636777 0.08232099 -0.0027226376 [217,] 0.0834884863 -0.15785879 0.3485886 0.07729924 0.5039575 0.12028505 0.1662418 0.08245007 -0.0068575673 [218,] 0.0835805609 -0.15757002 0.3487834 0.07750223 0.5040371 0.12049910 0.1663533 0.08245568 -0.0070373469 [219,] 0.0845473441 -0.15453784 0.3508294 0.07963370 0.5048726 0.12274670 0.1675238 0.08251461 -0.0089250322 [220,] 0.0849156424 -0.15338272 0.3516089 0.08044569 0.5051909 0.12360292 0.1679698 0.08253706 -0.0096441504 [221,] 0.0855141273 -0.15150566 0.3528754 0.08176517 0.5057082 0.12499429 0.1686944 0.08257353 -0.0108127332 [222,] 0.0855371459 -0.15143346 0.3529242 0.08181592 0.5057281 0.12504780 0.1687223 0.08257494 -0.0108576791 [223,] 0.0859975189 -0.14998957 0.3538985 0.08283090 0.5061260 0.12611809 0.1692797 0.08260300 -0.0117565973 [224,] 0.0862277054 -0.14926762 0.3543856 0.08333839 0.5063249 0.12665323 0.1695585 0.08261703 -0.0122060565 [225,] 0.0865960038 -0.14811250 0.3551650 0.08415038 0.5066432 0.12750945 0.1700044 0.08263948 -0.0129252122 [226,] 0.0872865632 -0.14594666 0.3566265 0.08567286 0.5072401 0.12911488 0.1708405 0.08268157 -0.0142736756 [227,] 0.0880691972 -0.14349204 0.3582828 0.08739833 0.5079165 0.13093436 0.1717881 0.08272927 -0.0158018898 [228,] 0.0881152345 -0.14334765 0.3583802 0.08749983 0.5079563 0.13104138 0.1718439 0.08273207 -0.0158917681 [229,] 0.0883684397 -0.14255351 0.3589160 0.08805807 0.5081751 0.13163004 0.1721504 0.08274751 -0.0163860984 [230,] 0.0896114466 -0.13865499 0.3615466 0.09079853 0.5092494 0.13451953 0.1736555 0.08282327 -0.0188129403 [231,] 0.0927419828 -0.12883650 0.3681718 0.09770042 0.5119550 0.14179720 0.1774459 0.08301408 -0.0249254995 [232,] 0.0961717613 -0.11807948 0.3754303 0.10526206 0.5149193 0.14977066 0.1815986 0.08322313 -0.0316224322 [233,] 0.0966551529 -0.11656339 0.3764533 0.10632779 0.5153371 0.15089443 0.1821839 0.08325259 -0.0325663204 [234,] 0.0972076005 -0.11483072 0.3776224 0.10754577 0.5158146 0.15217875 0.1828527 0.08328626 -0.0336450499 [235,] 0.0992562602 -0.10840539 0.3819580 0.11206245 0.5175852 0.15694142 0.1853332 0.08341113 -0.0376451968 [236,] 0.1004302112 -0.10472345 0.3844424 0.11465066 0.5185998 0.15967059 0.1867546 0.08348268 -0.0399374008 [237,] 0.1012128452 -0.10029692 0.3860987 0.11637614 0.5192762 0.16149003 0.1877022 0.08353038 -0.0414655367 [238,] 0.1015351063 -0.09821863 0.3867807 0.11708662 0.5195547 0.16223922 0.1880924 0.08355003 -0.0420947692 [239,] 0.1022256657 -0.09376515 0.3882422 0.11860910 0.5201516 0.16384461 0.1889285 0.08359212 -0.0434431245 [240,] 0.1029392438 -0.08916322 0.3897523 0.12018233 0.5207683 0.16550352 0.1897925 0.08363561 -0.0448363287 [241,] 0.1032154676 -0.08738183 0.3903369 0.12079132 0.5210070 0.16614568 0.1901269 0.08365245 -0.0453755938 [242,] 0.1097988009 -0.04492532 0.4042692 0.13530560 0.5266969 0.18145043 0.1980979 0.08405371 -0.0470301792 [243,] 0.1101440807 -0.04269858 0.4050000 0.13606683 0.5269953 0.18225313 0.1985160 0.08407476 -0.0469176406 [244,] 0.1152081832 -0.01003974 0.4157172 0.14723166 0.5313721 0.19402602 0.2046476 0.08438342 -0.0298272107 n=150 n=220 n=340 n=510 n=760 [1,] 0.1208949468 0.15335812 0.1101188171 0.1034760627 0.06738191 [2,] 0.0914132179 0.14136551 0.0775987410 0.0727443023 0.02536250 [3,] 0.0880091557 0.13998087 0.0738438181 0.0724488217 0.02051081 [4,] 0.0801676551 0.13679122 0.0651938346 0.0649906972 0.02020959 [5,] 0.0746968379 0.13456578 0.0591592844 0.0591344084 0.02008553 [6,] 0.0675847755 0.13167269 0.0513141625 0.0516961237 0.01992424 [7,] 0.0672200543 0.13152432 0.0509118444 0.0483794897 0.01991597 [8,] 0.0624178440 0.12957083 0.0456150863 0.0479756766 0.01980707 [9,] 0.0571295539 0.12741957 0.0397813781 0.0406107547 0.01968714 [10,] 0.0489842867 0.12410620 0.0307963284 0.0385838232 0.01950242 [11,] 0.0468567022 0.12324076 0.0284495216 0.0366777919 0.01945418 [12,] 0.0466135497 0.12314186 0.0281813151 0.0365581882 0.01944867 [13,] 0.0459448804 0.12286987 0.0274437472 0.0360439313 0.01943350 [14,] 0.0444859653 0.12227643 0.0258345489 0.0335452594 0.01940042 [15,] 0.0429662622 0.12165826 0.0241583709 0.0306641745 0.01936595 [16,] 0.0412641946 0.12096591 0.0222810498 0.0285846732 0.01932735 [17,] 0.0377992715 0.11955650 0.0184590444 0.0277796404 0.01924878 [18,] 0.0369482458 0.11921033 0.0175203063 0.0277394009 0.01922948 [19,] 0.0357325066 0.11871579 0.0161792518 0.0264530816 0.01920191 [20,] 0.0265536762 0.11498209 0.0060543625 0.0172709808 0.01899375 [21,] 0.0261281675 0.11480901 0.0055850372 0.0171112512 0.01898411 [22,] 0.0209004892 0.11268239 -0.0001816575 0.0101687111 0.01886555 [23,] 0.0168885500 0.11105048 -0.0046068386 0.0096200045 0.01877458 [24,] 0.0159159587 0.11065487 -0.0056795638 0.0086709245 0.01875252 [25,] 0.0127550467 0.10936903 -0.0091663135 0.0028047317 0.01868084 [26,] 0.0104451878 0.10842936 -0.0117143487 0.0013189430 0.01862846 [27,] 0.0081353243 0.10748971 -0.0142623838 -0.0001436083 0.01857607 [28,] 0.0055820159 0.10645120 -0.0170785377 -0.0019841974 0.01851818 [29,] 0.0047917947 0.10612976 -0.0179501846 -0.0021046490 0.01850026 [30,] 0.0040015735 0.10580832 -0.0188218315 -0.0022251006 0.01848234 [31,] 0.0038192148 0.10573414 -0.0190229861 -0.0022528971 0.01847820 [32,] 0.0029682073 0.10538798 -0.0199618275 -0.0047975552 0.01845890 [33,] 0.0029074210 0.10536325 -0.0200288839 -0.0048211068 0.01845752 [34,] 0.0027858485 0.10531380 -0.0201629965 -0.0048682099 0.01845476 [35,] -0.0013476163 0.10363243 -0.0247225134 -0.0070335704 0.01836103 [36,] -0.0021986238 0.10328626 -0.0256611675 -0.0078479532 0.01834173 [37,] -0.0052987224 0.10202518 -0.0290808539 -0.0270653053 0.01827142 [38,] -0.0055418674 0.10192627 -0.0293490685 -0.0271880243 0.01826590 [39,] -0.0059673712 0.10175317 -0.0298184438 -0.0274027826 0.01825625 [40,] -0.0073046686 0.10120918 -0.0312935752 -0.0280777373 0.01822593 [41,] -0.0077301723 0.10103609 -0.0317629348 -0.0282924955 0.01821628 [42,] -0.0092498285 0.10041792 -0.0334392191 -0.0290594894 0.01818182 [43,] -0.0101008360 0.10007174 -0.0343779383 -0.0294890060 0.01816252 [44,] -0.0105263398 0.09989865 -0.0348472979 -0.0297037643 0.01815287 [45,] -0.0113773472 0.09955248 -0.0357860172 -0.0301332809 0.01813357 [46,] -0.0124107182 0.09913212 -0.0369258905 -0.0306548368 0.01811013 [47,] -0.0127146583 0.09900848 -0.0372611655 -0.0308082355 0.01810324 [48,] -0.0163011043 0.09754959 -0.0412172235 -0.0326183411 0.01802191 [49,] -0.0163618914 0.09752487 -0.0412842747 -0.0326490209 0.01802053 [50,] -0.0223797851 0.09507691 -0.0479223987 -0.0356863167 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-0.0174790531 -0.0431689942 0.01839644 [206,] -0.0220187962 0.06888971 -0.0151150806 -0.0383246099 0.01893369 [207,] -0.0218336430 0.06917636 -0.0146136319 -0.0382928941 0.01904767 [208,] -0.0212781834 0.07003631 -0.0131092858 -0.0381977466 0.01938958 [209,] -0.0206698229 0.07097827 -0.0114616686 -0.0380935375 0.01976410 [210,] -0.0206433724 0.07101923 -0.0113900331 -0.0380890067 0.01978039 [211,] -0.0203524173 0.07146976 -0.0106020422 -0.0380391676 0.01995949 [212,] -0.0202995159 0.07155168 -0.0104587712 -0.0380301059 0.01999205 [213,] -0.0201143611 0.07183838 -0.0099573225 -0.0379983901 0.02010603 [214,] -0.0200879104 0.07187933 -0.0098856869 -0.0379938593 0.02012231 [215,] -0.0196911502 0.07249335 -0.0088111540 -0.0352311354 0.02036655 [216,] -0.0195853474 0.07265716 -0.0085246119 -0.0347229419 0.02043168 [217,] -0.0171518843 0.07642463 -0.0019343975 -0.0307173609 0.02192963 [218,] -0.0170460816 0.07658843 -0.0016478487 -0.0302819913 0.02199475 [219,] -0.0159351527 0.07830832 0.0013609144 -0.0290565717 0.02267855 [220,] -0.0155119418 0.07896352 0.0025070324 -0.0284680263 0.02293905 [221,] -0.0148242239 0.08002822 0.0043694102 -0.0269130092 0.02336243 [222,] -0.0147977732 0.08006917 0.0044410401 -0.0268956673 0.02337871 [223,] -0.0142687595 0.08088816 0.0058736592 -0.0264106784 0.02370434 [224,] -0.0140042527 0.08129767 0.0065900316 -0.0223519324 0.02386715 [225,] -0.0135810417 0.08195288 0.0077362273 -0.0214099284 0.02412765 [226,] -0.0127875211 0.08318141 0.0098853444 -0.0196436711 0.02461608 [227,] -0.0118881978 0.08457375 0.0123210104 -0.0182298719 0.02516973 [228,] -0.0118352964 0.08465565 0.0124642849 -0.0182178536 0.02520228 [229,] -0.0115443389 0.08510611 0.0132522945 -0.0181517529 0.02538608 [230,] -0.0101160018 0.08731747 0.0171206429 -0.0171410964 0.02698849 [231,] -0.0065187049 0.09288681 0.0268623926 -0.0016715169 0.03102426 [232,] -0.0025775450 0.09898836 0.0375361875 -0.0005739336 0.03544581 [233,] -0.0020220790 0.09984829 0.0390405406 -0.0002509943 0.03606901 [234,] -0.0013872608 0.10083106 0.0407600798 0.0012688049 0.03678124 [235,] 0.0009668499 0.10447575 0.0471351481 0.0087053028 0.03942227 [236,] 0.0023157960 0.10656433 0.0507887222 0.0127683841 0.04093560 [237,] 0.0032150934 0.10795671 0.0532242458 0.0150253623 0.04194470 [238,] 0.0035853924 0.10852998 0.0542271084 0.0159007703 0.04236016 [239,] 0.0043788901 0.10975842 0.0563760998 0.0177766447 0.04325043 [240,] 0.0051988725 0.11102781 0.0585967243 0.0193560855 0.04417016 [241,] 0.0055163024 0.11151918 0.0594562132 0.0193570554 0.04452629 [242,] 0.0130812074 0.12323106 0.0799440321 0.0346516173 0.05301334 [243,] 0.0134779738 0.12384519 0.0810185158 0.0356947714 0.05345848 [244,] 0.0192970245 0.13285454 0.0967779841 0.0484145431 0.06388981 > (pEx <- vapply(CRExp, predict, FUN.VALUE=newd, newdata = newd)) n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150 [1,] 0.8831273 1.491639 0.3077278 0.2513308 0.5650080 0.8054530 0.7110244 0.9654744 0.6008937 0.7073312 [2,] 1.0735406 1.574854 0.4112155 0.3171464 0.6380096 0.8560256 0.7740189 1.0065710 0.6477465 0.7538906 [3,] 1.0955265 1.584462 0.4231646 0.3247457 0.6464386 0.8618649 0.7812925 1.0113162 0.6531563 0.7592665 [4,] 1.1461725 1.606595 0.4506901 0.3422513 0.6658557 0.8753162 0.7980478 1.0222472 0.6656181 0.7716502 [5,] 1.1815069 1.622037 0.4698940 0.3544645 0.6794026 0.8847008 0.8097375 1.0298735 0.6743123 0.7802899 [6,] 1.2274417 1.642112 0.4948591 0.3703416 0.6970135 0.8969008 0.8249341 1.0397877 0.6856149 0.7915216 [7,] 1.2297973 1.643141 0.4961394 0.3711558 0.6979166 0.8975264 0.8257134 1.0402961 0.6861945 0.7920976 [8,] 1.2608131 1.656696 0.5129961 0.3818763 0.7098078 0.9057640 0.8359745 1.0469903 0.6938261 0.7996813 [9,] 1.2949697 1.671623 0.5315599 0.3936824 0.7229031 0.9148358 0.8472748 1.0543623 0.7022305 0.8080331 [10,] 1.3475787 1.694614 0.5601523 0.4118665 0.7430728 0.9288084 0.8646798 1.0657170 0.7151759 0.8208970 [11,] 1.3613199 1.700619 0.5676205 0.4166160 0.7483409 0.9324580 0.8692258 1.0686828 0.7185570 0.8242570 [12,] 1.3628903 1.701306 0.5684740 0.4171589 0.7489430 0.9328751 0.8697454 1.0690218 0.7189434 0.8246410 [13,] 1.3672089 1.703193 0.5708212 0.4186516 0.7505987 0.9340221 0.8711742 1.0699539 0.7200061 0.8256970 [14,] 1.3766315 1.707311 0.5759422 0.4219084 0.7542112 0.9365246 0.8742915 1.0719875 0.7223246 0.8280010 [15,] 1.3864466 1.711600 0.5812766 0.4253010 0.7579742 0.9391315 0.8775387 1.0741060 0.7247397 0.8304008 [16,] 1.3974395 1.716404 0.5872512 0.4291006 0.7621887 0.9420511 0.8811755 1.0764786 0.7274446 0.8330887 [17,] 1.4198180 1.726184 0.5994136 0.4368357 0.7707683 0.9479947 0.8885790 1.0813086 0.7329510 0.8385605 [18,] 1.4253144 1.728586 0.6024009 0.4387355 0.7728756 0.9494545 0.8903974 1.0824949 0.7343033 0.8399045 [19,] 1.4331665 1.732018 0.6066684 0.4414495 0.7758859 0.9515400 0.8929951 1.0841896 0.7362353 0.8418244 [20,] 1.4924498 1.757926 0.6388883 0.4619406 0.7986145 0.9672853 0.9126079 1.0969849 0.7508224 0.8563207 [21,] 1.4951981 1.759127 0.6403819 0.4628905 0.7996681 0.9680152 0.9135171 1.0975780 0.7514986 0.8569927 [22,] 1.5289621 1.773883 0.6587323 0.4745609 0.8126128 0.9769827 0.9246872 1.1048654 0.7598064 0.8652484 [23,] 1.5548740 1.785207 0.6728152 0.4835172 0.8225472 0.9838647 0.9332597 1.1104580 0.7661823 0.8715841 [24,] 1.5611557 1.787952 0.6762292 0.4856884 0.8249555 0.9855331 0.9353379 1.1118138 0.7677279 0.8731200 [25,] 1.5815711 1.796874 0.6873248 0.4927450 0.8327826 0.9909553 0.9420919 1.1162201 0.7727513 0.8781119 [26,] 1.5964901 1.803394 0.6954331 0.4979016 0.8385023 0.9949177 0.9470276 1.1194400 0.7764223 0.8817599 [27,] 1.6114091 1.809914 0.7035414 0.5030583 0.8442221 0.9988801 0.9519632 1.1226600 0.7800932 0.8854080 [28,] 1.6278985 1.817120 0.7125032 0.5087578 0.8505439 1.0032595 0.9574184 1.1262189 0.7841506 0.8894400 [29,] 1.6330023 1.819350 0.7152771 0.5105219 0.8525007 1.0046151 0.9591070 1.1273205 0.7854065 0.8906881 [30,] 1.6381062 1.821581 0.7180510 0.5122861 0.8544575 1.0059706 0.9607955 1.1284220 0.7866623 0.8919361 [31,] 1.6392840 1.822096 0.7186912 0.5126932 0.8549090 1.0062835 0.9611851 1.1286762 0.7869521 0.8922241 [32,] 1.6447805 1.824498 0.7216784 0.5145930 0.8570163 1.0077433 0.9630035 1.1298625 0.7883046 0.8935682 [33,] 1.6451731 1.824669 0.7218918 0.5147287 0.8571668 1.0078476 0.9631334 1.1299473 0.7884012 0.8936642 [34,] 1.6459583 1.825012 0.7223186 0.5150001 0.8574679 1.0080561 0.9633932 1.1301167 0.7885944 0.8938562 [35,] 1.6726554 1.836680 0.7368282 0.5242279 0.8677032 1.0151467 0.9722254 1.1358788 0.7951635 0.9003835 [36,] 1.6781519 1.839082 0.7398155 0.5261277 0.8698105 1.0166065 0.9740438 1.1370651 0.7965159 0.9017276 [37,] 1.6981747 1.847832 0.7506977 0.5330485 0.8774871 1.0219244 0.9806680 1.1413866 0.8014427 0.9066236 [38,] 1.6997451 1.848518 0.7515512 0.5335913 0.8780891 1.0223415 0.9811875 1.1417256 0.8018292 0.9070076 [39,] 1.7024934 1.849719 0.7530448 0.5345412 0.8791428 1.0230714 0.9820967 1.1423187 0.8025054 0.9076796 [40,] 1.7111307 1.853494 0.7577391 0.5375267 0.8824542 1.0253655 0.9849542 1.1441829 0.8046307 0.9097916 [41,] 1.7138789 1.854695 0.7592327 0.5384766 0.8835079 1.0260954 0.9858634 1.1447761 0.8053069 0.9104636 [42,] 1.7236940 1.858985 0.7645671 0.5418691 0.8872709 1.0287022 0.9891106 1.1468945 0.8077220 0.9128635 [43,] 1.7291905 1.861387 0.7675544 0.5437690 0.8893782 1.0301620 0.9909290 1.1480808 0.8090745 0.9142075 [44,] 1.7319387 1.862588 0.7690480 0.5447189 0.8904318 1.0308919 0.9918382 1.1486740 0.8097507 0.9148795 [45,] 1.7374352 1.864990 0.7720353 0.5466187 0.8925391 1.0323518 0.9936566 1.1498603 0.8111031 0.9162235 [46,] 1.7441095 1.867907 0.7756627 0.5489257 0.8950979 1.0341244 0.9958646 1.1513008 0.8127454 0.9178555 [47,] 1.7460725 1.868764 0.7767296 0.5496042 0.8958505 1.0346458 0.9965141 1.1517245 0.8132284 0.9183355 [48,] 1.7692362 1.878887 0.7893188 0.5576106 0.9047312 1.0407979 1.0041774 1.1567239 0.8189281 0.9239994 [49,] 1.7696288 1.879059 0.7895322 0.5577463 0.9048817 1.0409022 1.0043073 1.1568086 0.8190247 0.9240954 [50,] 1.8084966 1.896045 0.8106565 0.5711808 0.9197832 1.0512252 1.0171660 1.1651975 0.8285885 0.9335992 [51,] 1.8139931 1.898447 0.8136438 0.5730806 0.9218905 1.0526851 1.0189844 1.1663838 0.8299409 0.9349432 [52,] 1.8190970 1.900678 0.8164177 0.5748448 0.9238473 1.0540406 1.0206729 1.1674854 0.8311968 0.9361912 [53,] 1.8226304 1.902222 0.8183380 0.5760661 0.9252020 1.0549791 1.0218419 1.1682480 0.8320662 0.9370552 [54,] 1.8316603 1.906168 0.8232457 0.5791872 0.9286639 1.0573773 1.0248293 1.1701970 0.8342881 0.9392631 [55,] 1.8332307 1.906854 0.8240992 0.5797301 0.9292660 1.0577944 1.0253489 1.1705359 0.8346745 0.9396471 [56,] 1.8359790 1.908055 0.8255929 0.5806800 0.9303196 1.0585244 1.0262581 1.1711291 0.8353508 0.9403191 [57,] 1.8363716 1.908227 0.8258062 0.5808157 0.9304702 1.0586286 1.0263879 1.1712138 0.8354474 0.9404151 [58,] 1.8481497 1.913520 0.8322075 0.5848867 0.9349858 1.0617568 1.0302845 1.1737559 0.8383455 0.9432951 [59,] 1.8736690 1.926625 0.8460770 0.5937074 0.9447696 1.0685346 1.0387272 1.1792637 0.8446247 0.9495350 [60,] 1.8752394 1.927431 0.8469305 0.5942502 0.9453717 1.0689517 1.0392467 1.1796027 0.8450112 0.9499190 [61,] 1.8819137 1.930859 0.8505579 0.5965571 0.9479305 1.0707243 1.0414548 1.1810432 0.8466534 0.9515509 [62,] 1.8826989 1.931262 0.8509847 0.5968285 0.9482316 1.0709329 1.0417145 1.1812127 0.8468466 0.9517429 [63,] 1.8834841 1.931665 0.8514114 0.5970999 0.9485326 1.0711414 1.0419743 1.1813821 0.8470398 0.9519349 [64,] 1.8842694 1.932068 0.8518382 0.5973713 0.9488336 1.0713500 1.0422341 1.1815516 0.8472331 0.9521269 [65,] 1.8870176 1.933480 0.8533318 0.5983212 0.9498873 1.0720799 1.0431433 1.1821448 0.8479093 0.9527989 [66,] 1.9023292 1.941343 0.8616535 0.6036136 0.9557576 1.0761465 1.0482088 1.1854495 0.8516768 0.9565429 [67,] 1.9027218 1.941544 0.8618669 0.6037493 0.9559081 1.0762508 1.0483387 1.1855342 0.8517734 0.9566389 [68,] 1.9035070 1.941947 0.8622936 0.6040207 0.9562091 1.0764594 1.0485985 1.1857037 0.8519667 0.9568309 [69,] 1.9262781 1.953641 0.8746695 0.6118915 0.9649393 1.0825072 1.0561319 1.1906184 0.8575697 0.9623988 [70,] 1.9376636 1.959488 0.8808574 0.6158268 0.9693044 1.0855311 1.0598986 1.1930757 0.8603712 0.9651827 [71,] 1.9392340 1.960294 0.8817109 0.6163696 0.9699065 1.0859482 1.0604181 1.1934147 0.8607576 0.9655667 [72,] 1.9427675 1.962109 0.8836313 0.6175910 0.9712611 1.0868867 1.0615871 1.1941773 0.8616270 0.9664307 [73,] 1.9443379 1.962915 0.8844848 0.6181338 0.9718632 1.0873038 1.0621066 1.1945163 0.8620134 0.9668147 [74,] 1.9455157 1.963520 0.8851249 0.6185409 0.9723148 1.0876166 1.0624963 1.1947705 0.8623032 0.9671027 [75,] 1.9506196 1.966141 0.8878988 0.6203050 0.9742715 1.0889721 1.0641848 1.1958720 0.8635591 0.9683507 [76,] 1.9529752 1.967351 0.8891791 0.6211192 0.9751747 1.0895978 1.0649641 1.1963805 0.8641387 0.9689267 [77,] 1.9600421 1.970980 0.8930199 0.6235619 0.9778840 1.0914747 1.0673021 1.1979057 0.8658775 0.9706546 [78,] 1.9659311 1.974004 0.8962205 0.6255974 0.9801418 1.0930388 1.0692504 1.1991768 0.8673266 0.9720946 [79,] 1.9675016 1.974810 0.8970741 0.6261402 0.9807439 1.0934559 1.0697699 1.1995157 0.8677130 0.9724786 [80,] 1.9710350 1.976625 0.8989944 0.6273615 0.9820986 1.0943944 1.0709389 1.2002783 0.8685825 0.9733426 [81,] 1.9722128 1.977230 0.8996346 0.6277686 0.9825502 1.0947072 1.0713285 1.2005325 0.8688723 0.9736306 [82,] 1.9832057 1.982875 0.9056091 0.6315683 0.9867647 1.0976268 1.0749654 1.2029051 0.8715772 0.9763185 [83,] 1.9835983 1.983077 0.9058225 0.6317040 0.9869152 1.0977311 1.0750952 1.2029899 0.8716738 0.9764145 [84,] 1.9863466 1.984488 0.9073161 0.6326539 0.9879689 1.0984610 1.0760044 1.2035830 0.8723500 0.9770865 [85,] 1.9902726 1.986504 0.9094499 0.6340109 0.9894741 1.0995037 1.0773033 1.2044304 0.8733161 0.9780465 [86,] 1.9906652 1.986706 0.9096633 0.6341466 0.9896246 1.0996080 1.0774332 1.2045151 0.8734127 0.9781425 [87,] 1.9918430 1.987310 0.9103034 0.6345537 0.9900762 1.0999208 1.0778229 1.2047693 0.8737025 0.9784305 [88,] 2.0051916 1.994165 0.9175582 0.6391676 0.9951939 1.1034661 1.0822390 1.2076504 0.8769870 0.9816945 [89,] 2.0095103 1.996383 0.9199054 0.6406603 0.9968496 1.1046131 1.0836677 1.2085825 0.8780496 0.9827504 [90,] 2.0102955 1.996786 0.9203321 0.6409317 0.9971506 1.1048217 1.0839275 1.2087520 0.8782429 0.9829424 [91,] 2.0110807 1.997189 0.9207589 0.6412031 0.9974517 1.1050302 1.0841873 1.2089214 0.8784361 0.9831344 [92,] 2.0114733 1.997391 0.9209723 0.6413388 0.9976022 1.1051345 1.0843172 1.2090062 0.8785327 0.9832304 [93,] 2.0130437 1.998197 0.9218258 0.6418816 0.9982043 1.1055516 1.0848367 1.2093451 0.8789191 0.9836144 [94,] 2.0259997 2.004851 0.9288672 0.6463598 1.0031714 1.1089926 1.0891230 1.2121414 0.8821070 0.9867824 [95,] 2.0279627 2.005859 0.9299341 0.6470383 1.0039240 1.1095140 1.0897724 1.2125651 0.8825900 0.9872624 [96,] 2.0303183 2.007068 0.9312144 0.6478525 1.0048272 1.1101396 1.0905517 1.2130735 0.8831697 0.9878384 [97,] 2.0401334 2.012109 0.9365488 0.6517171 1.0085902 1.1127464 1.0937989 1.2151919 0.8855847 0.9902383 [98,] 2.0432743 2.013722 0.9382558 0.6530954 1.0097943 1.1135806 1.0948380 1.2158698 0.8863576 0.9910063 [99,] 2.0483781 2.016343 0.9410297 0.6553350 1.0117511 1.1149362 1.0965265 1.2169714 0.8876134 0.9922543 [100,] 2.0515190 2.017956 0.9427367 0.6567133 1.0129552 1.1157703 1.0975656 1.2176493 0.8883863 0.9930223 [101,] 2.0554450 2.019972 0.9448705 0.6584362 1.0144604 1.1168131 1.0988644 1.2184966 0.8893523 0.9939823 [102,] 2.0566228 2.020577 0.9455106 0.6589530 1.0149120 1.1171259 1.0992541 1.2187508 0.8896421 0.9942703 [103,] 2.0574080 2.020980 0.9459374 0.6592976 1.0152130 1.1173344 1.0995139 1.2189203 0.8898353 0.9944623 [104,] 2.0609415 2.022794 0.9478578 0.6608482 1.0165677 1.1182729 1.1006829 1.2196829 0.8907047 0.9953262 [105,] 2.0625119 2.023601 0.9487113 0.6615373 1.0171698 1.1186900 1.1012024 1.2200219 0.8910912 0.9957102 [106,] 2.0656527 2.025214 0.9504183 0.6629156 1.0183740 1.1195242 1.1022415 1.2206998 0.8918640 0.9964782 [107,] 2.0672232 2.026020 0.9512718 0.6636047 1.0189761 1.1199413 1.1027610 1.2210387 0.8922504 0.9968622 [108,] 2.0707566 2.027835 0.9531922 0.6651553 1.0203307 1.1208797 1.1039300 1.2218013 0.8931198 0.9977262 [109,] 2.0766457 2.030859 0.9563928 0.6677395 1.0225885 1.1224438 1.1058783 1.2230724 0.8945689 0.9991662 [110,] 2.0805717 2.032875 0.9585266 0.6694624 1.0240937 1.1234865 1.1071772 1.2239198 0.8955349 1.0001262 [111,] 2.0837126 2.034488 0.9602336 0.6708407 1.0252979 1.1243207 1.1082163 1.2245976 0.8963078 1.0008942 [112,] 2.0856756 2.035496 0.9613005 0.6717021 1.0260505 1.1248421 1.1088657 1.2250213 0.8967908 1.0013741 [113,] 2.0943129 2.039931 0.9659948 0.6754923 1.0293619 1.1271361 1.1117232 1.2268855 0.8989161 1.0034861 [114,] 2.1033428 2.044568 0.9709025 0.6794549 1.0328239 1.1295344 1.1147106 1.2288345 0.9011379 1.0056941 [115,] 2.1080540 2.046988 0.9734630 0.6815223 1.0346302 1.1307857 1.1162692 1.2298513 0.9022972 1.0068461 [116,] 2.1111949 2.048601 0.9751700 0.6829006 1.0358343 1.1316198 1.1173083 1.2305292 0.9030700 1.0076140 [117,] 2.1143357 2.050214 0.9768770 0.6842788 1.0370385 1.1324540 1.1183474 1.2312071 0.9038429 1.0083820 [118,] 2.1174766 2.051827 0.9785840 0.6856571 1.0382426 1.1332882 1.1193865 1.2318850 0.9046157 1.0091500 [119,] 2.1190470 2.052633 0.9794376 0.6863463 1.0388447 1.1337053 1.1199060 1.2322239 0.9050021 1.0095340 [120,] 2.1194396 2.052835 0.9796509 0.6865185 1.0389952 1.1338096 1.1200359 1.2323086 0.9050987 1.0096300 [121,] 2.1249360 2.055657 0.9826382 0.6889305 1.0411025 1.1352694 1.1218543 1.2334950 0.9064512 1.0109740 [122,] 2.1280769 2.057270 0.9843452 0.6903088 1.0423067 1.1361036 1.1228934 1.2341728 0.9072240 1.0117420 [123,] 2.1398550 2.063318 0.9907465 0.6954773 1.0468223 1.1392318 1.1267900 1.2367149 0.9101221 1.0146219 [124,] 2.1484923 2.067754 0.9954408 0.6992676 1.0501337 1.1415258 1.1296475 1.2385791 0.9122474 1.0167339 [125,] 2.1488849 2.067956 0.9956542 0.6994399 1.0502843 1.1416300 1.1297774 1.2386639 0.9123440 1.0168299 [126,] 2.1504554 2.068762 0.9965077 0.7001290 1.0508863 1.1420471 1.1302969 1.2390028 0.9127304 1.0172139 [127,] 2.1528110 2.069972 0.9977880 0.7011627 1.0517895 1.1426728 1.1310763 1.2395112 0.9133100 1.0177899 [128,] 2.1579148 2.072593 1.0005619 0.7034024 1.0537462 1.1440283 1.1327648 1.2406128 0.9145659 1.0190378 [129,] 2.1602705 2.073802 1.0018421 0.7044361 1.0546493 1.1446540 1.1335441 1.2411212 0.9151455 1.0196138 [130,] 2.1606631 2.074004 1.0020555 0.7046084 1.0547999 1.1447582 1.1336740 1.2412060 0.9152421 1.0197098 [131,] 2.1630187 2.075214 1.0033358 0.7056421 1.0557030 1.1453839 1.1344533 1.2417144 0.9158217 1.0202858 [132,] 2.1634113 2.075415 1.0035491 0.7058144 1.0558535 1.1454882 1.1345832 1.2417991 0.9159183 1.0203818 [133,] 2.1673374 2.077431 1.0056829 0.7075373 1.0573587 1.1465309 1.1358820 1.2426465 0.9168844 1.0213418 [134,] 2.1689078 2.078238 1.0065364 0.7082264 1.0579608 1.1469480 1.1364016 1.2429854 0.9172708 1.0217258 [135,] 2.1704782 2.079044 1.0073899 0.7089155 1.0585629 1.1473651 1.1369211 1.2433244 0.9176572 1.0221098 [136,] 2.1740116 2.080859 1.0093103 0.7104661 1.0599175 1.1483036 1.1380901 1.2440870 0.9185266 1.0229738 [137,] 2.1744042 2.081060 1.0095237 0.7106384 1.0600681 1.1484078 1.1382200 1.2441717 0.9186232 1.0230698 [138,] 2.1763673 2.082068 1.0105906 0.7114998 1.0608207 1.1489292 1.1388694 1.2445954 0.9191063 1.0235498 [139,] 2.1775451 2.082673 1.0112307 0.7120166 1.0612722 1.1492420 1.1392591 1.2448496 0.9193961 1.0238378 [140,] 2.1802933 2.084085 1.0127244 0.7132226 1.0623259 1.1499719 1.1401683 1.2454428 0.9200723 1.0245097 [141,] 2.1834341 2.085697 1.0144314 0.7146009 1.0635300 1.1508061 1.1412074 1.2461207 0.9208451 1.0252777 [142,] 2.1842194 2.086101 1.0148581 0.7149455 1.0638311 1.1510147 1.1414672 1.2462901 0.9210383 1.0254697 [143,] 2.1908936 2.089528 1.0184855 0.7178743 1.0663899 1.1527873 1.1436752 1.2477307 0.9226806 1.0271017 [144,] 2.1983531 2.093359 1.0225397 0.7211477 1.0692498 1.1547685 1.1461431 1.2493407 0.9245161 1.0289257 [145,] 2.2011014 2.094770 1.0240333 0.7223537 1.0703034 1.1554984 1.1470523 1.2499338 0.9251923 1.0295977 [146,] 2.2069904 2.097794 1.0272340 0.7249380 1.0725612 1.1570625 1.1490006 1.2512049 0.9266413 1.0310376 [147,] 2.2085609 2.098601 1.0280875 0.7256271 1.0731633 1.1574796 1.1495201 1.2515438 0.9270278 1.0314216 [148,] 2.2101313 2.099407 1.0289410 0.7263163 1.0737654 1.1578967 1.1500397 1.2518827 0.9274142 1.0318056 [149,] 2.2140573 2.101423 1.0310748 0.7280391 1.0752706 1.1589394 1.1513385 1.2527301 0.9283802 1.0327656 [150,] 2.2164129 2.102633 1.0323550 0.7290728 1.0761737 1.1595651 1.1521178 1.2532385 0.9289598 1.0333416 [151,] 2.2191612 2.104044 1.0338487 0.7302788 1.0772274 1.1602950 1.1530271 1.2538317 0.9296361 1.0340136 [152,] 2.2234798 2.106262 1.0361958 0.7321739 1.0788831 1.1614420 1.1544558 1.2547638 0.9306987 1.0350696 [153,] 2.2360432 2.112714 1.0430239 0.7376870 1.0836997 1.1647787 1.1586122 1.2574753 0.9337900 1.0381415 [154,] 2.2415396 2.115536 1.0460112 0.7400990 1.0858070 1.1662385 1.1604306 1.2586616 0.9351425 1.0394855 [155,] 2.2423249 2.115939 1.0464379 0.7404436 1.0861081 1.1664471 1.1606904 1.2588311 0.9353357 1.0396775 [156,] 2.2482139 2.118964 1.0496386 0.7430279 1.0883659 1.1680112 1.1626387 1.2601022 0.9367848 1.0411175 [157,] 2.2489991 2.119367 1.0500653 0.7433724 1.0886669 1.1682197 1.1628984 1.2602716 0.9369780 1.0413095 [158,] 2.2513548 2.120577 1.0513456 0.7444061 1.0895700 1.1688454 1.1636778 1.2607801 0.9375576 1.0418855 [159,] 2.2592069 2.124609 1.0556131 0.7478518 1.0925804 1.1709308 1.1662755 1.2624748 0.9394897 1.0438054 [160,] 2.2599921 2.125012 1.0560399 0.7481964 1.0928815 1.1711394 1.1665353 1.2626443 0.9396829 1.0439974 [161,] 2.2647033 2.127431 1.0586004 0.7502638 1.0946877 1.1723906 1.1680939 1.2636611 0.9408421 1.0451494 [162,] 2.2694146 2.129851 1.0611609 0.7523312 1.0964939 1.1736419 1.1696525 1.2646779 0.9420014 1.0463014 [163,] 2.2698072 2.130052 1.0613743 0.7525035 1.0966445 1.1737462 1.1697824 1.2647626 0.9420980 1.0463974 [164,] 2.2705924 2.130456 1.0618010 0.7528481 1.0969455 1.1739547 1.1700422 1.2649321 0.9422912 1.0465894 [165,] 2.2729480 2.131665 1.0630813 0.7538818 1.0978486 1.1745804 1.1708215 1.2654405 0.9428708 1.0471654 [166,] 2.2788371 2.134689 1.0662820 0.7564660 1.1001064 1.1761445 1.1727698 1.2667116 0.9443198 1.0486054 [167,] 2.2851188 2.137915 1.0696960 0.7592226 1.1025147 1.1778129 1.1748480 1.2680673 0.9458655 1.0501413 [168,] 2.2870818 2.138923 1.0707629 0.7600840 1.1032673 1.1783342 1.1754974 1.2684910 0.9463485 1.0506213 [169,] 2.2921857 2.141544 1.0735368 0.7623237 1.1052241 1.1796898 1.1771860 1.2695926 0.9476043 1.0518693 [170,] 2.2945413 2.142754 1.0748170 0.7633574 1.1061272 1.1803154 1.1779653 1.2701010 0.9481840 1.0524453 [171,] 2.2996451 2.145375 1.0775909 0.7655971 1.1080840 1.1816710 1.1796538 1.2712026 0.9494398 1.0536933 [172,] 2.3004304 2.145778 1.0780177 0.7659417 1.1083850 1.1818795 1.1799136 1.2713720 0.9496330 1.0538853 [173,] 2.3074972 2.149407 1.0818585 0.7690428 1.1110944 1.1837564 1.1822515 1.2728973 0.9513719 1.0556133 [174,] 2.3133863 2.152431 1.0850591 0.7716271 1.1133522 1.1853205 1.1841998 1.2741683 0.9528209 1.0570533 [175,] 2.3306609 2.161302 1.0944477 0.7792076 1.1199751 1.1899085 1.1899149 1.2778967 0.9570715 1.0612772 [176,] 2.3326239 2.162310 1.0955146 0.7800690 1.1207277 1.1904299 1.1905643 1.2783204 0.9575545 1.0617572 [177,] 2.3338018 2.162915 1.0961547 0.7805859 1.1211792 1.1907427 1.1909539 1.2785746 0.9578443 1.0620452 [178,] 2.3404760 2.166343 1.0997821 0.7835147 1.1237381 1.1925154 1.1931620 1.2800151 0.9594866 1.0636772 [179,] 2.3487207 2.170577 1.1042631 0.7871327 1.1268990 1.1947051 1.1958896 1.2817946 0.9615153 1.0656931 [180,] 2.3498985 2.171181 1.1049032 0.7876495 1.1273505 1.1950179 1.1962793 1.2820488 0.9618051 1.0659811 [181,] 2.3530394 2.172794 1.1066102 0.7890278 1.1285547 1.1958521 1.1973184 1.2827267 0.9625779 1.0667491 [182,] 2.3581432 2.175415 1.1093841 0.7912675 1.1305115 1.1972076 1.1990069 1.2838283 0.9638338 1.0679971 [183,] 2.3585359 2.175617 1.1095975 0.7914398 1.1306620 1.1973119 1.1991368 1.2839130 0.9639304 1.0680931 [184,] 2.3616767 2.177230 1.1113045 0.7928181 1.1318662 1.1981461 1.2001759 1.2845909 0.9647032 1.0688611 [185,] 2.3793439 2.186302 1.1209065 0.8005709 1.1386396 1.2028384 1.2060208 1.2884041 0.9690504 1.0731810 [186,] 2.3805217 2.186907 1.1215466 0.8010877 1.1390911 1.2031512 1.2064105 1.2886583 0.9693402 1.0734690 [187,] 2.3883738 2.190939 1.1258141 0.8045334 1.1421015 1.2052367 1.2090082 1.2903530 0.9712723 1.0753890 [188,] 2.3934777 2.193560 1.1285880 0.8067731 1.1440583 1.2065922 1.2106967 1.2914546 0.9725281 1.0766370 [189,] 2.3962259 2.194972 1.1300817 0.8079791 1.1451119 1.2073221 1.2116059 1.2920477 0.9732043 1.0773089 [190,] 2.4029002 2.198399 1.1337091 0.8109079 1.1476708 1.2090948 1.2138140 1.2934882 0.9748466 1.0789409 [191,] 2.4056484 2.199810 1.1352027 0.8121139 1.1487244 1.2098247 1.2147232 1.2940814 0.9755228 1.0796129 [192,] 2.4107523 2.202431 1.1379766 0.8143536 1.1506812 1.2111802 1.2164117 1.2951829 0.9767787 1.0808609 [193,] 2.4115375 2.202835 1.1384034 0.8146982 1.1509822 1.2113888 1.2166715 1.2953524 0.9769719 1.0810529 [194,] 2.4138931 2.204044 1.1396836 0.8157319 1.1518853 1.2120144 1.2174508 1.2958608 0.9775515 1.0816289 [195,] 2.4197822 2.207068 1.1428843 0.8183162 1.1541431 1.2135785 1.2193991 1.2971319 0.9790006 1.0830689 [196,] 2.4280269 2.211302 1.1473652 0.8219342 1.1573040 1.2157683 1.2221267 1.2989113 0.9810292 1.0850848 [197,] 2.4311677 2.212915 1.1490722 0.8233124 1.1585082 1.2166024 1.2231658 1.2995892 0.9818021 1.0858528 [198,] 2.4315603 2.213117 1.1492856 0.8234847 1.1586587 1.2167067 1.2232957 1.2996740 0.9818987 1.0859488 [199,] 2.4445163 2.219770 1.1563270 0.8291701 1.1636259 1.2201477 1.2275820 1.3024703 0.9850866 1.0891168 [200,] 2.4531536 2.224206 1.1610213 0.8329604 1.1669373 1.2224417 1.2304395 1.3043345 0.9872119 1.0912287 [201,] 2.4637539 2.229649 1.1667825 0.8376120 1.1710014 1.2252571 1.2339464 1.3066224 0.9898202 1.0938207 [202,] 2.4786729 2.237310 1.1748908 0.8441589 1.1767211 1.2292195 1.2388821 1.3098424 0.9934912 1.0974686 [203,] 2.4829915 2.239528 1.1772380 0.8460540 1.1783768 1.2303665 1.2403109 1.3107745 0.9945538 1.0985246 [204,] 2.4837768 2.239931 1.1776647 0.8463986 1.1786779 1.2305750 1.2405706 1.3109439 0.9947470 1.0987166 [205,] 2.4884880 2.242351 1.1802252 0.8484660 1.1804841 1.2318263 1.2421293 1.3119608 0.9959062 1.0998686 [206,] 2.5014440 2.249004 1.1872667 0.8541514 1.1854513 1.2352673 1.2464155 1.3147571 0.9990940 1.1030365 [207,] 2.5041922 2.250415 1.1887603 0.8553573 1.1865049 1.2359972 1.2473247 1.3153502 0.9997702 1.1037085 [208,] 2.5124369 2.254649 1.1932412 0.8589753 1.1896659 1.2381870 1.2500524 1.3171297 1.0017988 1.1057244 [209,] 2.5214668 2.259286 1.1981489 0.8629379 1.1931278 1.2405853 1.2530397 1.3190787 1.0040206 1.1079324 [210,] 2.5218594 2.259488 1.1983623 0.8631101 1.1932783 1.2406895 1.2531696 1.3191634 1.0041172 1.1080284 [211,] 2.5261781 2.261706 1.2007094 0.8650053 1.1949341 1.2418365 1.2545984 1.3200955 1.0051798 1.1090844 [212,] 2.5269633 2.262109 1.2011362 0.8653498 1.1952351 1.2420451 1.2548582 1.3202650 1.0053730 1.1092764 [213,] 2.5297115 2.263520 1.2026298 0.8665558 1.1962887 1.2427750 1.2557674 1.3208581 1.0060492 1.1099484 [214,] 2.5301041 2.263722 1.2028432 0.8667281 1.1964393 1.2428793 1.2558973 1.3209429 1.0061458 1.1100444 [215,] 2.5359932 2.266746 1.2060438 0.8693123 1.1986971 1.2444434 1.2578456 1.3222139 1.0083853 1.1114843 [216,] 2.5375636 2.267552 1.2068974 0.8700014 1.1992991 1.2448605 1.2583651 1.3225529 1.0091396 1.1118683 [217,] 2.5736832 2.286101 1.2265280 0.8858511 1.2131470 1.2544536 1.2703147 1.3303486 1.0264878 1.1207001 [218,] 2.5752537 2.286907 1.2273815 0.8865402 1.2137491 1.2548707 1.2708342 1.3306876 1.0272420 1.1210841 [219,] 2.5917431 2.295375 1.2363434 0.8937759 1.2200709 1.2592502 1.2762895 1.3342465 1.0351615 1.1251160 [220,] 2.5980247 2.298601 1.2397574 0.8965324 1.2224792 1.2609185 1.2783676 1.3356023 1.0381785 1.1266520 [221,] 2.6082325 2.303843 1.2453052 0.9010117 1.2263927 1.2636296 1.2817447 1.3378054 1.0430810 1.1291479 [222,] 2.6086251 2.304044 1.2455186 0.9011840 1.2265433 1.2637339 1.2818746 1.3378902 1.0432696 1.1292439 [223,] 2.6164772 2.308077 1.2497861 0.9046297 1.2295537 1.2658194 1.2844723 1.3395849 1.0470407 1.1311639 [224,] 2.6204032 2.310093 1.2519199 0.9063525 1.2310589 1.2668621 1.2857712 1.3404322 1.0489262 1.1321239 [225,] 2.6266849 2.313318 1.2553339 0.9091091 1.2334672 1.2685305 1.2878494 1.3417880 1.0519430 1.1336598 [226,] 2.6384630 2.319367 1.2617352 0.9142776 1.2379828 1.2716587 1.2917460 1.3443300 1.0575995 1.1365398 [227,] 2.6518116 2.326222 1.2689900 0.9201352 1.2431005 1.2752039 1.2961621 1.3472110 1.0640102 1.1398037 [228,] 2.6525968 2.326625 1.2694168 0.9204798 1.2434015 1.2754125 1.2964219 1.3473805 1.0643873 1.1399957 [229,] 2.6569154 2.328843 1.2717639 0.9223749 1.2450572 1.2765595 1.2978506 1.3483126 1.0664615 1.1410516 [230,] 2.6781161 2.339730 1.2832863 0.9316782 1.2531853 1.2821902 1.3048645 1.3528883 1.0766439 1.1462355 [231,] 2.7315103 2.367149 1.3123055 0.9551088 1.2736560 1.2963714 1.3225291 1.3644123 1.1022891 1.1592913 [232,] 2.7900084 2.397189 1.3440986 0.9807791 1.2960835 1.3119081 1.3418822 1.3770381 1.1303843 1.1735953 [233,] 2.7982531 2.401423 1.3485795 0.9843970 1.2992445 1.3140978 1.3446098 1.3788176 1.1343442 1.1756113 [234,] 2.8076756 2.406262 1.3537006 0.9885318 1.3028569 1.3166004 1.3477271 1.3808513 1.1388695 1.1779152 [235,] 2.8426175 2.424206 1.3726911 1.0038651 1.3162532 1.3258807 1.3592866 1.3883929 1.1556509 1.1864590 [236,] 2.8626403 2.434488 1.3835733 1.0126515 1.3239297 1.3311986 1.3659108 1.3927146 1.1652672 1.1913548 [237,] 2.8759889 2.441343 1.3908281 1.0185092 1.3290474 1.3347439 1.3703269 1.3955957 1.1716781 1.1946187 [238,] 2.8814853 2.444165 1.3938154 1.0209212 1.3311547 1.3362037 1.3721453 1.3967820 1.1743178 1.1959627 [239,] 2.8932635 2.450214 1.4002167 1.0260897 1.3356703 1.3393319 1.3760418 1.3993241 1.1799745 1.1988426 [240,] 2.9054342 2.456464 1.4068314 1.0314305 1.3403364 1.3425644 1.3800682 1.4019509 1.1858197 1.2018185 [241,] 2.9101455 2.458883 1.4093919 1.0334979 1.3421427 1.3438156 1.3816269 1.4029677 1.1880825 1.2029705 [242,] 3.0224304 2.516544 1.4704177 1.0827713 1.3851914 1.3736377 1.4187739 1.4272018 1.2420109 1.2404762 [243,] 3.0283195 2.519568 1.4736183 1.0853555 1.3874492 1.3752018 1.4207222 1.4284728 1.2448392 1.2425932 [244,] 3.1146925 2.563923 1.5205612 1.1232581 1.4205636 1.3981419 1.4492970 1.4471150 1.2863215 1.2736407 n=220 n=340 n=510 n=760 [1,] 0.7760518 0.7123258 0.7835687 0.6568216 [2,] 0.8134458 0.7653645 0.8115866 0.7129228 [3,] 0.8177636 0.7714887 0.8148220 0.7194007 [4,] 0.8277095 0.7855959 0.8222742 0.7343218 [5,] 0.8346486 0.7954373 0.8274735 0.7447325 [6,] 0.8436693 0.8082327 0.8342324 0.7582663 [7,] 0.8441319 0.8088889 0.8345790 0.7589603 [8,] 0.8502229 0.8175282 0.8391427 0.7680987 [9,] 0.8569306 0.8270425 0.8441686 0.7781618 [10,] 0.8672621 0.8416966 0.8519096 0.7936625 [11,] 0.8699606 0.8455240 0.8539316 0.7977113 [12,] 0.8702690 0.8459615 0.8541626 0.7981738 [13,] 0.8711171 0.8471644 0.8547981 0.7994455 [14,] 0.8729675 0.8497887 0.8561846 0.8022216 [15,] 0.8748951 0.8525228 0.8576290 0.8051135 [16,] 0.8770539 0.8555850 0.8592467 0.8083524 [17,] 0.8814486 0.8618185 0.8625395 0.8149463 [18,] 0.8825280 0.8633495 0.8633483 0.8165656 [19,] 0.8840700 0.8655366 0.8645037 0.8188793 [20,] 0.8957119 0.8820488 0.8732267 0.8363451 [21,] 0.8962516 0.8828143 0.8736311 0.8371549 [22,] 0.9028822 0.8922196 0.8785991 0.8471033 [23,] 0.9079709 0.8994373 0.8824120 0.8547369 [24,] 0.9092045 0.9011870 0.8833363 0.8565878 [25,] 0.9132137 0.9068735 0.8863404 0.8626029 [26,] 0.9161436 0.9110291 0.8885356 0.8669982 [27,] 0.9190734 0.9151847 0.8907309 0.8713944 [28,] 0.9223117 0.9197776 0.8931570 0.8762525 [29,] 0.9233141 0.9211994 0.8939079 0.8777560 [30,] 0.9243164 0.9226212 0.8946589 0.8792596 [31,] 0.9245477 0.9229493 0.8948322 0.8796066 [32,] 0.9256271 0.9244804 0.8956410 0.8812260 [33,] 0.9257042 0.9245898 0.8956987 0.8813417 [34,] 0.9258584 0.9248085 0.8958143 0.8815730 [35,] 0.9311012 0.9322447 0.8997430 0.8894396 [36,] 0.9321806 0.9337757 0.9005517 0.8910588 [37,] 0.9361128 0.9393530 0.9034978 0.8969580 [38,] 0.9364212 0.9397904 0.9037289 0.8974206 [39,] 0.9369609 0.9405559 0.9041333 0.8982303 [40,] 0.9386571 0.9429618 0.9054042 0.9007751 [41,] 0.9391968 0.9437273 0.9058086 0.9015848 [42,] 0.9411243 0.9464612 0.9072529 0.9044766 [43,] 0.9422037 0.9479923 0.9080617 0.9060961 [44,] 0.9427434 0.9487578 0.9084660 0.9069058 [45,] 0.9438228 0.9502888 0.9092748 0.9085252 [46,] 0.9451335 0.9521479 0.9102569 0.9104917 [47,] 0.9455190 0.9526947 0.9105458 0.9110701 [48,] 0.9500679 0.9591468 0.9139542 0.9178947 [49,] 0.9501450 0.9592561 0.9140119 0.9180103 [50,] 0.9577780 0.9700825 0.9197311 0.9294619 [51,] 0.9588574 0.9716136 0.9205399 0.9310814 [52,] 0.9598597 0.9730352 0.9212909 0.9325851 [53,] 0.9605536 0.9740195 0.9218108 0.9336262 [54,] 0.9623269 0.9765347 0.9231395 0.9362866 [55,] 0.9626353 0.9769721 0.9233706 0.9367493 [56,] 0.9631750 0.9777376 0.9237750 0.9375590 [57,] 0.9632521 0.9778470 0.9238327 0.9376747 [58,] 0.9655651 0.9811277 0.9255658 0.9411449 [59,] 0.9705767 0.9882360 0.9293209 0.9486637 [60,] 0.9708851 0.9886735 0.9295519 0.9491264 [61,] 0.9721958 0.9905325 0.9305340 0.9510928 [62,] 0.9723500 0.9907513 0.9306495 0.9513241 [63,] 0.9725042 0.9909700 0.9307651 0.9515555 [64,] 0.9726584 0.9911887 0.9308806 0.9517868 [65,] 0.9731981 0.9919542 0.9312850 0.9525965 [66,] 0.9762050 0.9962191 0.9335380 0.9571077 [67,] 0.9762821 0.9963285 0.9335958 0.9572234 [68,] 0.9764363 0.9965472 0.9337113 0.9574547 [69,] 0.9809081 1.0028900 0.9370619 0.9641637 [70,] 0.9831440 1.0060614 0.9387372 0.9675182 [71,] 0.9834524 1.0064989 0.9389683 0.9679809 [72,] 0.9841463 1.0074831 0.9394883 0.9690220 [73,] 0.9844547 1.0079205 0.9397193 0.9694847 [74,] 0.9846860 1.0082486 0.9398926 0.9698317 [75,] 0.9856883 1.0096702 0.9406436 0.9713354 [76,] 0.9861509 1.0103264 0.9409903 0.9720295 [77,] 0.9875388 1.0122948 0.9420301 0.9741116 [78,] 0.9886953 1.0139352 0.9428967 0.9758467 [79,] 0.9890037 1.0143726 0.9431277 0.9763094 [80,] 0.9896976 1.0153568 0.9436477 0.9773504 [81,] 0.9899289 1.0156849 0.9438210 0.9776974 [82,] 0.9920877 1.0187469 0.9454385 0.9809363 [83,] 0.9921648 1.0188563 0.9454963 0.9810519 [84,] 0.9927045 1.0196218 0.9459007 0.9818617 [85,] 0.9934755 1.0207154 0.9464784 0.9830184 [86,] 0.9935526 1.0208247 0.9465361 0.9831341 [87,] 0.9937839 1.0211528 0.9467094 0.9834811 [88,] 0.9964053 1.0248710 0.9486736 0.9874139 [89,] 0.9972534 1.0260739 0.9493091 0.9886863 [90,] 0.9974076 1.0262926 0.9494246 0.9889177 [91,] 0.9975618 1.0265113 0.9495401 0.9891490 [92,] 0.9976389 1.0266207 0.9495979 0.9892647 [93,] 0.9979473 1.0270581 0.9498290 0.9897274 [94,] 1.0004917 1.0306669 0.9517354 0.9935446 [95,] 1.0008772 1.0312137 0.9520242 0.9941230 [96,] 1.0013398 1.0318699 0.9523708 0.9948170 [97,] 1.0032673 1.0346038 0.9538151 0.9977088 [98,] 1.0038841 1.0354787 0.9542772 0.9986342 [99,] 1.0048864 1.0369004 0.9550282 1.0001380 [100,] 1.0055032 1.0377752 0.9554904 1.0010634 [101,] 1.0062742 1.0388688 0.9560681 1.0022201 [102,] 1.0065055 1.0391969 0.9562414 1.0025671 [103,] 1.0066597 1.0394156 0.9563569 1.0027984 [104,] 1.0073536 1.0403998 0.9568769 1.0038395 [105,] 1.0076620 1.0408372 0.9571079 1.0043022 [106,] 1.0082788 1.0417121 0.9575701 1.0052276 [107,] 1.0085872 1.0421495 0.9578012 1.0056903 [108,] 1.0092811 1.0431338 0.9583211 1.0067313 [109,] 1.0104376 1.0447741 0.9591876 1.0084664 [110,] 1.0112086 1.0458677 0.9597653 1.0096231 [111,] 1.0118254 1.0467426 0.9602275 1.0105485 [112,] 1.0122109 1.0472894 0.9605163 1.0111269 [113,] 1.0139072 1.0496952 0.9617873 1.0136717 [114,] 1.0156805 1.0522105 0.9631160 1.0163321 [115,] 1.0166057 1.0535228 0.9638092 1.0177202 [116,] 1.0172225 1.0543977 0.9642713 1.0186456 [117,] 1.0178393 1.0552725 0.9647335 1.0195710 [118,] 1.0184561 1.0561474 0.9651957 1.0204964 [119,] 1.0187645 1.0565848 0.9654267 1.0209591 [120,] 1.0188416 1.0566942 0.9654845 1.0210747 [121,] 1.0199210 1.0582252 0.9662933 1.0226941 [122,] 1.0205378 1.0591001 0.9667554 1.0236195 [123,] 1.0228508 1.0623808 0.9684885 1.0270897 [124,] 1.0245470 1.0647867 0.9697594 1.0297088 [125,] 1.0246241 1.0648960 0.9698172 1.0298335 [126,] 1.0249325 1.0653335 0.9700483 1.0303324 [127,] 1.0253951 1.0659896 0.9703949 1.0310806 [128,] 1.0263974 1.0674112 0.9711459 1.0327019 [129,] 1.0268600 1.0680674 0.9714925 1.0334502 [130,] 1.0269371 1.0681767 0.9715503 1.0335749 [131,] 1.0273997 1.0688329 0.9718969 1.0343232 [132,] 1.0274768 1.0689422 0.9719547 1.0344479 [133,] 1.0282479 1.0700358 0.9725324 1.0356951 [134,] 1.0285563 1.0704733 0.9727635 1.0361939 [135,] 1.0288647 1.0709107 0.9729945 1.0366928 [136,] 1.0295586 1.0718949 0.9735145 1.0378152 [137,] 1.0296357 1.0720043 0.9735722 1.0379399 [138,] 1.0300212 1.0725511 0.9738611 1.0385635 [139,] 1.0302525 1.0728791 0.9740344 1.0389376 [140,] 1.0307922 1.0736446 0.9744388 1.0398106 [141,] 1.0314090 1.0745195 0.9749009 1.0408083 [142,] 1.0315632 1.0747382 0.9750165 1.0410577 [143,] 1.0328739 1.0765973 0.9759986 1.0431779 [144,] 1.0343388 1.0786751 0.9770962 1.0455475 [145,] 1.0348785 1.0794406 0.9775006 1.0464205 [146,] 1.0360350 1.0810810 0.9783671 1.0482912 [147,] 1.0363434 1.0815184 0.9785982 1.0487901 [148,] 1.0366518 1.0819559 0.9788293 1.0492890 [149,] 1.0374228 1.0830494 0.9794070 1.0505361 [150,] 1.0378854 1.0837056 0.9797536 1.0512844 [151,] 1.0384251 1.0844711 0.9801580 1.0521574 [152,] 1.0392732 1.0856740 0.9807934 1.0535293 [153,] 1.0417404 1.0891735 0.9826420 1.0575201 [154,] 1.0428199 1.0907045 0.9834508 1.0592662 [155,] 1.0429741 1.0909233 0.9835664 1.0595156 [156,] 1.0441306 1.0925636 0.9844329 1.0613863 [157,] 1.0442848 1.0927824 0.9845484 1.0616357 [158,] 1.0447474 1.0934385 0.9848951 1.0623840 [159,] 1.0462894 1.0956257 0.9860504 1.0648783 [160,] 1.0464436 1.0958444 0.9861660 1.0651277 [161,] 1.0473688 1.0971567 0.9868592 1.0666243 [162,] 1.0482940 1.0984690 0.9875524 1.0681209 [163,] 1.0483711 1.0985783 0.9876102 1.0682456 [164,] 1.0485253 1.0987970 0.9877257 1.0684950 [165,] 1.0489879 1.0994532 0.9880724 1.0692433 [166,] 1.0501444 1.1010936 0.9889389 1.0711140 [167,] 1.0513780 1.1028433 0.9898632 1.0731094 [168,] 1.0517635 1.1033901 0.9901521 1.0737330 [169,] 1.0527658 1.1048117 0.9909031 1.0753543 [170,] 1.0532284 1.1054679 0.9912497 1.0761025 [171,] 1.0542307 1.1068895 0.9920007 1.0777238 [172,] 1.0543849 1.1071083 0.9921162 1.0779733 [173,] 1.0557727 1.1090767 0.9931561 1.0802182 [174,] 1.0569292 1.1107171 0.9940226 1.0820889 [175,] 1.0603217 1.1155288 0.9965645 1.0875764 [176,] 1.0607072 1.1160756 0.9968534 1.0881999 [177,] 1.0609385 1.1164037 0.9970267 1.0885741 [178,] 1.0622492 1.1182628 0.9980087 1.0906942 [179,] 1.0638683 1.1205593 0.9992219 1.0933132 [180,] 1.0640996 1.1208874 0.9993952 1.0936873 [181,] 1.0647164 1.1217622 0.9998574 1.0946850 [182,] 1.0657187 1.1231839 1.0006084 1.0963064 [183,] 1.0657958 1.1232933 1.0006661 1.0964311 [184,] 1.0664126 1.1241681 1.0011283 1.0974288 [185,] 1.0698822 1.1290892 1.0037279 1.1030409 [186,] 1.0701135 1.1294173 1.0039012 1.1034151 [187,] 1.0716555 1.1316045 1.0050566 1.1059094 [188,] 1.0726578 1.1330261 1.0058076 1.1075307 [189,] 1.0731975 1.1337916 1.0062120 1.1084037 [190,] 1.0745082 1.1356507 1.0071941 1.1105238 [191,] 1.0750479 1.1364162 1.0075985 1.1113968 [192,] 1.0760502 1.1378379 1.0083494 1.1130181 [193,] 1.0762044 1.1380566 1.0084650 1.1132675 [194,] 1.0766670 1.1387127 1.0088116 1.1140158 [195,] 1.0778235 1.1403531 1.0096781 1.1158865 [196,] 1.0794426 1.1426496 1.0108913 1.1185055 [197,] 1.0800594 1.1435244 1.0113535 1.1195033 [198,] 1.0801365 1.1436338 1.0114112 1.1196280 [199,] 1.0826808 1.1472426 1.0133176 1.1237436 [200,] 1.0843771 1.1496485 1.0145886 1.1264873 [201,] 1.0864588 1.1526011 1.0161483 1.1298546 [202,] 1.0893886 1.1567567 1.0183436 1.1345937 [203,] 1.0902367 1.1579596 1.0189790 1.1359655 [204,] 1.0903909 1.1581784 1.0190946 1.1362150 [205,] 1.0913161 1.1594907 1.0197878 1.1377112 [206,] 1.0938605 1.1630995 1.0216942 1.1418272 [207,] 1.0944002 1.1638650 1.0220985 1.1427001 [208,] 1.0960193 1.1661614 1.0233117 1.1453188 [209,] 1.0977927 1.1686765 1.0246404 1.1481872 [210,] 1.0978698 1.1687858 1.0246982 1.1483119 [211,] 1.0987179 1.1699888 1.0253336 1.1496840 [212,] 1.0988721 1.1702075 1.0254492 1.1499335 [213,] 1.0994118 1.1709731 1.0258536 1.1508066 [214,] 1.0994889 1.1710824 1.0259113 1.1509314 [215,] 1.1006454 1.1727228 1.0267779 1.1528024 [216,] 1.1009538 1.1731603 1.0270090 1.1533011 [217,] 1.1080471 1.1832217 1.0323237 1.1647750 [218,] 1.1083555 1.1836591 1.0325548 1.1652738 [219,] 1.1115936 1.1882522 1.0349810 1.1705120 [220,] 1.1128272 1.1900020 1.0359053 1.1725074 [221,] 1.1148318 1.1928453 1.0374073 1.1757499 [222,] 1.1149089 1.1929546 1.0374651 1.1758746 [223,] 1.1164509 1.1951418 1.0386204 1.1783689 [224,] 1.1172219 1.1962354 1.0391981 1.1796160 [225,] 1.1184555 1.1979851 1.0401224 1.1816116 [226,] 1.1207685 1.2012659 1.0418557 1.1853524 [227,] 1.1233899 1.2049841 1.0438199 1.1895928 [228,] 1.1235441 1.2052028 1.0439354 1.1898422 [229,] 1.1243922 1.2064058 1.0445708 1.1912139 [230,] 1.1285558 1.2123106 1.0476903 1.1979489 [231,] 1.1390412 1.2271832 1.0592659 1.2149100 [232,] 1.1505290 1.2434775 1.0854958 1.2334921 [233,] 1.1521481 1.2457741 1.0891925 1.2361112 [234,] 1.1539985 1.2483987 1.0934172 1.2391048 [235,] 1.1608605 1.2581316 1.1090847 1.2502036 [236,] 1.1647927 1.2637089 1.1180624 1.2565651 [237,] 1.1674142 1.2674270 1.1240482 1.2608053 [238,] 1.1684936 1.2689580 1.1265128 1.2625512 [239,] 1.1708066 1.2722387 1.1317939 1.2662925 [240,] 1.1731968 1.2756288 1.1372510 1.2701586 [241,] 1.1741220 1.2769413 1.1393634 1.2716553 [242,] 1.1961728 1.3082174 1.1897111 1.3073234 [243,] 1.1973293 1.3098578 1.1923508 1.3091939 [244,] 1.2142913 1.3339163 1.2310798 1.3366308 > > pSq.1 <- vapply(CRSqr, predict, FUN.VALUE=newd, newdata = newd, deriv = 1) > print(pSq.1, digits = 3) n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150 n=220 n=340 n=510 n=760 [1,] 0.23 -0.856 -0.389 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -2.393766 -0.8665 [2,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.052764 -0.8665 [3,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.052764 -0.8664 [4,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.169126 -0.0138 [5,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -1.048734 -0.0138 [6,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -8.793079 -0.0138 [7,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.051116 -0.0138 [8,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.051116 -0.0138 [9,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.129275 -0.0138 [10,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.249393 -0.0138 [11,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.299009 -0.0138 [12,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.299009 -0.0138 [13,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.644542 -0.0138 [14,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -1.986889 -0.0138 [15,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.742679 -0.0138 [16,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.742679 -0.0138 [17,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.028743 -0.0138 [18,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.028743 -0.0138 [19,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -1.573525 -0.0138 [20,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.228185 -0.0138 [21,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.228185 -0.0138 [22,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.044675 -0.0138 [23,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.672156 -0.0138 [24,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.551748 -0.0138 [25,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.890362 -0.0138 [26,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.360715 -0.0138 [27,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.490984 -0.0138 [28,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.092655 -0.0138 [29,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.092655 -0.0138 [30,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.092655 -0.0138 [31,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.092655 -0.0138 [32,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.235516 -0.0138 [33,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.235516 -0.0138 [34,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.235516 -0.0138 [35,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.148829 -0.0138 [36,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.670 -0.034898 -0.0138 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0.014 -0.449 0.265 -0.247 0.716 -0.118244 -0.0138 [136,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -3.486746 -0.0138 [137,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -3.486746 -0.0138 [138,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -3.486746 -0.0138 [139,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -3.486746 -0.0138 [140,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.092860 -0.0138 [141,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.092860 -0.0138 [142,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.092860 -0.0138 [143,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.092860 -0.0138 [144,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.092860 -0.0138 [145,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.092860 -0.0138 [146,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.092860 -0.0138 [147,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.092860 -0.0138 [148,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.092860 -0.0138 [149,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.654562 -0.0138 [150,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.654562 -0.0138 [151,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.654562 -0.0138 [152,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 1.714493 -0.0138 [153,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.142662 -0.0138 [154,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.142662 -0.0138 [155,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.142662 -0.0138 [156,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.142662 -0.0138 [157,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.142662 -0.0138 [158,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.142662 -0.0138 [159,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.142662 -0.0138 [160,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.142662 -0.0138 [161,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.142662 -0.0138 [162,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.110866 -0.0138 [163,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.110866 -0.0138 [164,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.110866 -0.0138 [165,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.110866 -0.0138 [166,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.089025 -0.0138 [167,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.089025 -0.0138 [168,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.089025 -0.0138 [169,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 1.957475 -0.0138 [170,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.033858 -0.0138 [171,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.033858 -0.0138 [172,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.033858 -0.0138 [173,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.466402 -0.0138 [174,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.111784 -0.0138 [175,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.147339 -0.0138 [176,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.147339 -0.0138 [177,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.147339 -0.0138 [178,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.147339 -0.0138 [179,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.147339 -0.0138 [180,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.147339 -0.0138 [181,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.147339 -0.0138 [182,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 1.820266 -0.0138 [183,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 1.820266 -0.0138 [184,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 1.820266 -0.0138 [185,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.078831 -0.0138 [186,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.078831 -0.0138 [187,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.078831 -0.0138 [188,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.078831 -0.0138 [189,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.078831 -0.0138 [190,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 3.703417 -0.0138 [191,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.249896 -0.0138 [192,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.249896 -0.0138 [193,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.249896 -0.0138 [194,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.249896 -0.0138 [195,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.249896 -0.0138 [196,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.249896 0.1628 [197,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.249896 0.1628 [198,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.249896 0.1628 [199,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 1.233513 0.1628 [200,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.132827 0.1628 [201,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.132827 0.1628 [202,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.132827 0.1628 [203,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.018499 0.1628 [204,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.018499 0.1628 [205,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 1.893610 0.1628 [206,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.045308 0.1628 [207,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.045308 0.1628 [208,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.045308 0.1628 [209,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.045308 0.1628 [210,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.045308 0.1628 [211,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.045308 0.1628 [212,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.045308 0.1628 [213,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.045308 0.1628 [214,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.045308 0.1628 [215,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 4.384547 0.1628 [216,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.005236 0.1628 [217,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 1.088424 0.1628 [218,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 1.088424 0.1628 [219,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.186246 0.1628 [220,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.573581 0.1628 [221,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.173419 0.1628 [222,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.173419 0.1628 [223,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.564863 0.1628 [224,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.588752 0.1628 [225,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.588752 0.1628 [226,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.588752 0.1628 [227,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.060092 0.1628 [228,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.060092 0.1628 [229,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.060092 0.2967 [230,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 2.249954 0.2968 [231,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.073663 0.2967 [232,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.073663 0.2968 [233,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.286176 0.2968 [234,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 1.224859 0.2968 [235,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.264 0.410 0.716 0.796683 0.2967 [236,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.264 0.410 0.716 0.796683 0.2967 [237,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.264 0.409 0.716 0.625291 0.2968 [238,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.264 0.409 0.716 0.625291 0.2968 [239,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.264 0.409 0.716 0.625291 0.2968 [240,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.000808 0.2968 [241,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.409 0.716 0.000808 0.2968 [242,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 0.075 0.265 0.409 0.716 0.695436 0.2968 [243,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 0.075 0.265 0.410 0.716 0.695436 0.2968 [244,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 0.963 0.264 0.409 0.716 0.132504 0.4854 > > pEx.1 <- vapply(CRExp, predict, FUN.VALUE=newd, newdata = newd, deriv = 1) > print(pEx.1, digits = 3) n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150 n=220 n=340 n=510 n=760 [1,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.577 1.16 [2,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [3,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [4,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [5,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [6,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [7,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [8,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [9,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [10,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [11,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [12,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.15 [13,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [14,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [15,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [16,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [17,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [18,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [19,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [20,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [21,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [22,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.577 1.16 [23,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [24,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [25,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [26,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [27,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [28,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [29,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [30,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [31,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [32,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [33,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [34,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [35,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [36,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [37,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [38,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [39,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [40,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [41,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [42,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [43,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [44,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [45,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [46,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [47,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [48,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [49,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [50,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [51,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [52,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [53,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [54,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [55,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [56,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [57,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [58,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [59,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [60,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [61,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [62,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [63,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [64,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [65,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [66,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [67,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [68,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [69,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [70,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [71,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [72,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [73,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [74,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [75,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [76,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [77,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [78,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [79,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [80,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [81,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [82,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [83,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [84,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [85,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [86,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [87,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [88,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [89,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [90,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [91,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [92,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [93,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [94,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [95,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [96,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [97,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [98,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [99,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [100,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [101,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [102,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [103,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [104,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [105,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [106,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [107,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [108,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [109,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [110,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [111,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [112,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [113,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [114,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [115,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [116,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [117,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [118,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [119,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [120,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [121,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [122,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [123,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [124,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [125,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [126,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [127,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [128,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [129,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [130,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [131,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [132,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [133,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [134,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [135,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [136,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [137,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [138,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [139,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [140,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [141,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [142,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [143,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [144,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [145,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [146,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [147,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [148,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [149,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [150,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [151,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [152,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [153,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [154,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [155,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [156,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [157,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [158,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [159,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [160,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [161,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [162,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [163,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [164,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [165,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [166,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [167,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [168,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [169,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [170,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [171,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [172,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [173,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [174,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [175,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [176,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [177,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [178,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [179,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [180,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [181,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [182,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [183,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [184,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [185,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [186,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [187,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [188,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [189,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [190,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [191,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [192,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [193,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [194,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [195,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [196,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [197,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [198,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [199,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [200,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [201,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [202,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [203,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [204,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [205,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [206,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [207,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [208,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [209,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [210,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [211,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [212,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [213,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [214,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [215,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [216,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [217,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [218,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [219,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [220,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [221,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [222,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [223,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.885 0.96 0.771 1.09 0.578 1.25 [224,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.885 0.96 0.771 1.09 0.578 1.25 [225,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.885 0.96 0.771 1.09 0.578 1.25 [226,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.885 0.96 0.771 1.09 0.578 1.25 [227,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.577 1.25 [228,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.577 1.25 [229,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [230,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [231,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.758 1.25 [232,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [233,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [234,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [235,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [236,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [237,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [238,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [239,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [240,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [241,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [242,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 1.41 0.771 1.09 1.761 1.25 [243,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 1.41 0.771 1.09 1.760 1.25 [244,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 1.41 0.771 1.09 1.760 1.25 > > ## --- LseR > > LseRSqr <- lapply(LseR.sqr, `[[`, "fit") > prMilli (t(sapply(LseR.sqr, `[[`, "sys.tm"))) # in milli sec Times [milli-seconds]: user.self sys.self elapsed n=4 . . . n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 . . . n=220 10 . 10 n=340 60 . 60 n=510 190 . 190 n=760 570 10 600 > > LseRExp <- lapply(LseR.exp, `[[`, "fit") > prMilli (t(sapply(LseR.exp, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=4 . . . n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 20 . 20 n=220 20 . 20 n=340 50 . 50 n=510 200 . 210 n=760 610 20 630 > > if(do.pdf) pdf("cvxLseR_sqr.pdf"); invisible( lapply(LseRSqr, plot) ) ; if(do.pdf) dev.off() null device 1 > if(do.pdf) pdf("cvxLseR_exp.pdf"); invisible( lapply(LseRExp, plot) ) ; if(do.pdf) dev.off() null device 1 > > str(pSq <- vapply(LseRSqr, predict, FUN.VALUE=newd, newdata = newd)) num [1:244, 1:14] -0.01563 -0.004466 -0.003177 -0.000207 0.001864 ... - attr(*, "dimnames")=List of 2 ..$ : NULL ..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ... > pSq # default 7 digits n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 [1,] -0.0156297836 -0.29926460 0.1776656 0.15578777 0.4182920 0.19504690 0.2273278 0.07640846 0.1866759620 [2,] -0.0044657426 -0.34077350 0.1624504 0.13653102 0.4279408 0.17325283 0.2130848 0.07708897 0.1648775694 [3,] -0.0031766987 -0.34556628 0.1651784 0.13430756 0.4290549 0.17073640 0.2114402 0.07716755 0.1623606416 [4,] -0.0002072939 -0.35660679 0.1714626 0.12918566 0.4316212 0.16493963 0.2076519 0.07734855 0.1565627187 [5,] 0.0018643838 -0.36430948 0.1758469 0.12561224 0.4334118 0.16089537 0.2050088 0.07747483 0.1525176562 [6,] 0.0045575648 -0.37432296 0.1815465 0.12096680 0.4357394 0.15563783 0.2015729 0.07763900 0.1472590749 [7,] 0.0046956766 -0.37483648 0.1818388 0.12072857 0.4358588 0.15536821 0.2013967 0.07764742 0.1469894040 [8,] 0.0065141493 -0.38159772 0.1856872 0.11759190 0.4374304 0.15181825 0.1990767 0.07775826 0.1434387380 [9,] 0.0085167711 -0.38904365 0.1899254 0.11413760 0.4391613 0.14790880 0.1965218 0.07788033 0.1395285109 [10,] 0.0116012690 -0.38332289 0.1964531 0.10881717 0.4418271 0.14188735 0.1925866 0.07806835 0.1335058623 [11,] 0.0124069215 -0.38079608 0.1981582 0.10742751 0.4425234 0.14031458 0.1915587 0.07811746 0.1319327824 [12,] 0.0124989960 -0.38050730 0.1983530 0.10726869 0.4426030 0.14013484 0.1914413 0.07812307 0.1317530018 [13,] 0.0127522011 -0.37971315 0.1988889 0.10683194 0.4428218 0.13964054 0.1911182 0.07813851 0.1312586053 [14,] 0.0133046485 -0.37798048 0.2000580 0.10587903 0.4432993 0.13856207 0.1904134 0.07817218 0.1301799220 [15,] 0.0138801145 -0.37617561 0.2012759 0.10488641 0.4437967 0.13743866 0.1896792 0.07820726 0.1290562935 [16,] 0.0145246365 -0.37415416 0.2026399 0.10377468 0.4443537 0.13618045 0.1888570 0.07824655 0.1277978296 [17,] 0.0158366990 -0.37003906 0.2054166 0.10151152 0.4454877 0.13361909 0.1871830 0.07832653 0.1252359566 [18,] 0.0161589600 -0.36902833 0.2060986 0.10095565 0.4457662 0.13298998 0.1867719 0.07834617 0.1246067247 [19,] 0.0166193328 -0.36758444 0.2070729 0.10016156 0.4461641 0.13209125 0.1861846 0.07837423 0.1237078219 [20,] 0.0200951476 -0.35668303 0.2144288 0.09416616 0.4491682 0.12530588 0.1817501 0.07858610 0.1169211059 [21,] 0.0202562781 -0.35617767 0.2147698 0.09388823 0.4493074 0.12499133 0.1815446 0.07859593 0.1166064899 [22,] 0.0222358813 -0.34996892 0.2189592 0.09047363 0.4510184 0.12112682 0.1790190 0.07871659 0.1127412079 [23,] 0.0237551116 -0.34520407 0.2221744 0.08785312 0.4523314 0.11816103 0.1770808 0.07880920 0.1097748288 [24,] 0.0241234099 -0.34404895 0.2229538 0.08721785 0.4526497 0.11744205 0.1766109 0.07883165 0.1090557065 [25,] 0.0253203792 -0.34029483 0.2254870 0.08515320 0.4536842 0.11510536 0.1750838 0.07890461 0.1067185593 [26,] 0.0261950876 -0.33755143 0.2273381 0.08364443 0.4544402 0.11339779 0.1739679 0.07895793 0.1050106440 [27,] 0.0270697960 -0.33480803 0.2291893 0.08213565 0.4551962 0.11169021 0.1728519 0.07901125 0.1033027287 [28,] 0.0280365789 -0.33177585 0.2312353 0.08046806 0.4560318 0.10980289 0.1716185 0.07907018 0.1014150329 [29,] 0.0283358212 -0.33083732 0.2318686 0.07995190 0.4562904 0.10921872 0.1712367 0.07908842 0.1008307461 [30,] 0.0286350636 -0.32989878 0.2325019 0.07943573 0.4565490 0.10863455 0.1708549 0.07910666 0.1002464592 [31,] 0.0287041195 -0.32968220 0.2326480 0.07931662 0.4566087 0.10849974 0.1707668 0.07911087 0.1001116238 [32,] 0.0290263805 -0.32867147 0.2333300 0.07876076 0.4568872 0.10787063 0.1703557 0.07913051 0.0994823919 [33,] 0.0290493991 -0.32859928 0.2333787 0.07872105 0.4569071 0.10782570 0.1703263 0.07913192 0.0994374467 [34,] 0.0290954364 -0.32845489 0.2334762 0.07864164 0.4569469 0.10773582 0.1702676 0.07913472 0.0993475565 [35,] 0.0306607040 -0.32354565 0.2367887 0.07594173 0.4582997 0.10468016 0.1682706 0.07923014 0.0962912870 [36,] 0.0309829650 -0.32253492 0.2374707 0.07538586 0.4585783 0.10405105 0.1678595 0.07924978 0.0956620550 [37,] 0.0321569157 -0.31885299 0.2399552 0.07336092 0.4595929 0.10175931 0.1663618 0.07932134 0.0933698529 [38,] 0.0322489902 -0.31856421 0.2401500 0.07320211 0.4596725 0.10157956 0.1662443 0.07932695 0.0931900724 [39,] 0.0324101207 -0.31805885 0.2404910 0.07292417 0.4598117 0.10126501 0.1660387 0.07933677 0.0928754564 [40,] 0.0329165308 -0.31647056 0.2415628 0.07205067 0.4602494 0.10027641 0.1653927 0.07936764 0.0918866634 [41,] 0.0330776613 -0.31596520 0.2419038 0.07177274 0.4603887 0.09996186 0.1651871 0.07937746 0.0915720474 [42,] 0.0336531274 -0.31416033 0.2431216 0.07078012 0.4608860 0.09883845 0.1644529 0.07941254 0.0904484189 [43,] 0.0339753883 -0.31314960 0.2438036 0.07022426 0.4611645 0.09820935 0.1640418 0.07943219 0.0898191869 [44,] 0.0341365188 -0.31264424 0.2441446 0.06994632 0.4613038 0.09789479 0.1638362 0.07944201 0.0895045710 [45,] 0.0344587798 -0.31163351 0.2448266 0.06939046 0.4615823 0.09726568 0.1634251 0.07946165 0.0888753390 [46,] 0.0348500967 -0.31040620 0.2456548 0.06871548 0.4619205 0.09650177 0.1629258 0.07948550 0.0881112717 [47,] 0.0349651899 -0.31004523 0.2458984 0.06851696 0.4620200 0.09627709 0.1627790 0.07949252 0.0878865460 [48,] 0.0363232897 -0.30578574 0.2487725 0.06617438 0.4631938 0.09362585 0.1610463 0.07957530 0.0852347827 [49,] 0.0363463084 -0.30571355 0.2488212 0.06613468 0.4632137 0.09358091 0.1610170 0.07957671 0.0851898376 [50,] 0.0386251539 -0.29856627 0.2536440 0.06220392 0.4651832 0.08913223 0.1581096 0.07971562 0.0807402688 [51,] 0.0389474148 -0.29755554 0.2543260 0.06164805 0.4654617 0.08850312 0.1576985 0.07973526 0.0801110369 [52,] 0.0392466572 -0.29661701 0.2549592 0.06113189 0.4657204 0.08791895 0.1573167 0.07975350 0.0795267501 [53,] 0.0394538249 -0.29596726 0.2553977 0.06077455 0.4658994 0.08751453 0.1570524 0.07976613 0.0791222438 [54,] 0.0399832537 -0.29430678 0.2565181 0.05986134 0.4663570 0.08648099 0.1563770 0.07979840 0.0780885056 [55,] 0.0400753283 -0.29401800 0.2567130 0.05970253 0.4664366 0.08630125 0.1562595 0.07980401 0.0779087251 [56,] 0.0402364588 -0.29351263 0.2570540 0.05942459 0.4665758 0.08598669 0.1560539 0.07981383 0.0775941091 [57,] 0.0402594774 -0.29344044 0.2571027 0.05938489 0.4665957 0.08594176 0.1560246 0.07981524 0.0775491639 [58,] 0.0409500366 -0.29127460 0.2585641 0.05819375 0.4671926 0.08459367 0.1551436 0.07985733 0.0762008098 [59,] 0.0424462483 -0.28658194 0.2617306 0.05561295 0.4684857 0.08167282 0.1532347 0.07994853 0.0732793757 [60,] 0.0425383229 -0.28629316 0.2619254 0.05545413 0.4685653 0.08149307 0.1531172 0.07995415 0.0730995952 [61,] 0.0429296398 -0.28506585 0.2627536 0.05477915 0.4689035 0.08072916 0.1526180 0.07997800 0.0723355278 [62,] 0.0429756771 -0.28492146 0.2628510 0.05469974 0.4689433 0.08063928 0.1525593 0.07998081 0.0722456375 [63,] 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0.0600785275 -0.23128077 0.2990459 0.02568724 0.4837249 0.06586229 0.1378973 0.08102333 0.0388513991 [138,] 0.0601936207 -0.23091979 0.2992894 0.02594099 0.4838243 0.06612985 0.1380366 0.08103034 0.0386266734 [139,] 0.0602626766 -0.23070321 0.2994356 0.02609323 0.4838840 0.06629039 0.1381203 0.08103455 0.0384918380 [140,] 0.0604238071 -0.23019785 0.2997766 0.02644848 0.4840233 0.06666498 0.1383153 0.08104437 0.0381772220 [141,] 0.0606079563 -0.22962029 0.3001663 0.02685447 0.4841824 0.06709309 0.1385383 0.08105560 0.0378176609 [142,] 0.0606539935 -0.22947590 0.3002637 0.02695597 0.4842222 0.06720011 0.1385941 0.08105840 0.0377277706 [143,] 0.0610453104 -0.22824859 0.3010919 0.02781871 0.4845604 0.06810984 0.1390679 0.08108226 0.0369637032 [144,] 0.0614826646 -0.22687689 0.3020174 0.02878295 0.4849384 0.06912659 0.1395974 0.08110892 0.0361097456 [145,] 0.0616437951 -0.22637152 0.3023584 0.02913819 0.4850777 0.06950118 0.1397925 0.08111874 0.0357951296 [146,] 0.0619890747 -0.22528860 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0.0236149969 [174,] 0.0682271265 -0.20572383 0.3162908 0.04365248 0.4907675 0.08480593 0.1477635 0.08152003 0.0229408198 [175,] 0.0692399467 -0.20254726 0.3184342 0.04588545 0.4916429 0.08716051 0.1489898 0.08158177 0.0209632337 [176,] 0.0693550399 -0.20218629 0.3186778 0.04613919 0.4917423 0.08742807 0.1491292 0.08158878 0.0207385080 [177,] 0.0694240959 -0.20196970 0.3188239 0.04629144 0.4918020 0.08758861 0.1492128 0.08159299 0.0206036726 [178,] 0.0698154128 -0.20074239 0.3196521 0.04715418 0.4921402 0.08849833 0.1496866 0.08161685 0.0198396052 [179,] 0.0702988042 -0.19922630 0.3206751 0.04821991 0.4925580 0.08962211 0.1502719 0.08164631 0.0188957573 [180,] 0.0703678602 -0.19900972 0.3208212 0.04837216 0.4926177 0.08978265 0.1503555 0.08165052 0.0187609218 [181,] 0.0705520093 -0.19843216 0.3212110 0.04877816 0.4927768 0.09021075 0.1505785 0.08166175 0.0184013607 [182,] 0.0708512516 -0.19749363 0.3218442 0.04943790 0.4930355 0.09090643 0.1509408 0.08167999 0.0178170739 [183,] 0.0708742703 -0.19742143 0.3218930 0.04948865 0.4930554 0.09095994 0.1509687 0.08168139 0.0177721288 [184,] 0.0710584194 -0.19684388 0.3222827 0.04989464 0.4932145 0.09138804 0.1511916 0.08169261 0.0174125677 [185,] 0.0720942583 -0.19359511 0.3244748 0.05217836 0.4941098 0.09379613 0.1524458 0.08175575 0.0153900364 [186,] 0.0721633142 -0.19337853 0.3246210 0.05233060 0.4941695 0.09395667 0.1525294 0.08175996 0.0152552010 [187,] 0.0726236870 -0.19193463 0.3255953 0.05334559 0.4945674 0.09502694 0.1530868 0.08178803 0.0143562982 [188,] 0.0729229293 -0.19099610 0.3262285 0.05400533 0.4948260 0.09572261 0.1534492 0.08180627 0.0137720114 [189,] 0.0730840598 -0.19049074 0.3265696 0.05436057 0.4949652 0.09609720 0.1536442 0.08181609 0.0134573954 [190,] 0.0734753767 -0.18926343 0.3273977 0.05522331 0.4953034 0.09700692 0.1541180 0.08183994 0.0126933281 [191,] 0.0736365072 -0.18875806 0.3277387 0.05557856 0.4954427 0.09738151 0.1543131 0.08184976 0.0123787121 [192,] 0.0739357496 -0.18781953 0.3283720 0.05623830 0.4957013 0.09807718 0.1546755 0.08186800 0.0117944253 [193,] 0.0739817868 -0.18767514 0.3284694 0.05633980 0.4957411 0.09818421 0.1547312 0.08187081 0.0117045350 [194,] 0.0741198987 -0.18724198 0.3287617 0.05664429 0.4958605 0.09850529 0.1548984 0.08187923 0.0114348642 [195,] 0.0744651783 -0.18615905 0.3294924 0.05740553 0.4961589 0.09930798 0.1553165 0.08190028 0.0107606871 [196,] 0.0749485698 -0.18464296 0.3305154 0.05847127 0.4965767 0.10043176 0.1559018 0.08192974 0.0098168391 [197,] 0.0751327189 -0.18406541 0.3309051 0.05887726 0.4967358 0.10085987 0.1561247 0.08194097 0.0094572780 [198,] 0.0751557375 -0.18399321 0.3309539 0.05892801 0.4967557 0.10091338 0.1561526 0.08194237 0.0094123329 [199,] 0.0759153527 -0.18161079 0.3325614 0.06060273 0.4974123 0.10267931 0.1570723 0.08198867 0.0079291433 [200,] 0.0764217628 -0.18002250 0.3336332 0.06171922 0.4978499 0.10385660 0.1576855 0.08201954 0.0069403502 [201,] 0.0770432661 -0.17807324 0.3349484 0.06308945 0.4983871 0.10530145 0.1584380 0.08205743 0.0057268315 [202,] 0.0779179745 -0.17532984 0.3367996 0.06501792 0.4991431 0.10733495 0.1594971 0.08211074 0.0040189162 [203,] 0.0781711795 -0.17453570 0.3373355 0.06557616 0.4993619 0.10792360 0.1598037 0.08212618 0.0035245197 [204,] 0.0782172168 -0.17439131 0.3374329 0.06567766 0.4994017 0.10803062 0.1598594 0.08212898 0.0034346294 [205,] 0.0784934405 -0.17352497 0.3380175 0.06628665 0.4996404 0.10867278 0.1601939 0.08214582 0.0028952877 [206,] 0.0792530557 -0.17114255 0.3396250 0.06796138 0.5002970 0.11043871 0.1611136 0.08219213 0.0014120981 [207,] 0.0794141862 -0.17063718 0.3399660 0.06831662 0.5004362 0.11081331 0.1613087 0.08220195 0.0010974821 [208,] 0.0798975776 -0.16912110 0.3409890 0.06938236 0.5008540 0.11193708 0.1618940 0.08223141 0.0001536342 [209,] 0.0804270064 -0.16746062 0.3421095 0.07054959 0.5013116 0.11316788 0.1625350 0.08226368 -0.0008801040 [210,] 0.0804500250 -0.16738842 0.3421582 0.07060034 0.5013315 0.11322140 0.1625629 0.08226509 -0.0009250491 [211,] 0.0807032301 -0.16659428 0.3426940 0.07115858 0.5015503 0.11381004 0.1628695 0.08228052 -0.0014194457 [212,] 0.0807492674 -0.16644989 0.3427915 0.07126008 0.5015901 0.11391707 0.1629252 0.08228333 -0.0015093359 [213,] 0.0809103979 -0.16594453 0.3431325 0.07161532 0.5017294 0.11429166 0.1631203 0.08229315 -0.0018239519 [214,] 0.0809334165 -0.16587233 0.3431812 0.07166607 0.5017493 0.11434517 0.1631482 0.08229455 -0.0018688971 [215,] 0.0812786961 -0.16478941 0.3439119 0.07242731 0.5020477 0.11514787 0.1635662 0.08231560 -0.0025430741 [216,] 0.0813707707 -0.16450063 0.3441068 0.07263031 0.5021273 0.11536192 0.1636777 0.08232121 -0.0027228547 [217,] 0.0834884857 -0.15785872 0.3485885 0.07729924 0.5039575 0.12028513 0.1662418 0.08245030 -0.0068578075 [218,] 0.0835805602 -0.15756994 0.3487834 0.07750224 0.5040371 0.12049918 0.1663533 0.08245591 -0.0070375881 [219,] 0.0845473432 -0.15453776 0.3508294 0.07963371 0.5048727 0.12274673 0.1675239 0.08251484 -0.0089252839 [220,] 0.0849156414 -0.15338264 0.3516088 0.08044570 0.5051910 0.12360294 0.1679698 0.08253729 -0.0096444061 [221,] 0.0855141261 -0.15150558 0.3528754 0.08176518 0.5057083 0.12499428 0.1686944 0.08257377 -0.0108129798 [222,] 0.0855371447 -0.15143338 0.3529241 0.08181593 0.5057281 0.12504780 0.1687223 0.08257518 -0.0108579249 [223,] 0.0859975176 -0.14998949 0.3538984 0.08283091 0.5061260 0.12611806 0.1692797 0.08260324 -0.0117568277 [224,] 0.0862277040 -0.14926754 0.3543855 0.08333840 0.5063250 0.12665319 0.1695584 0.08261727 -0.0122062791 [225,] 0.0865960022 -0.14811243 0.3551650 0.08415039 0.5066433 0.12750940 0.1700044 0.08263972 -0.0129254013 [226,] 0.0872865615 -0.14594658 0.3566264 0.08567287 0.5072401 0.12911479 0.1708405 0.08268181 -0.0142737555 [227,] 0.0880691953 -0.14349196 0.3582827 0.08739835 0.5079165 0.13093424 0.1717881 0.08272952 -0.0158018902 [228,] 0.0881152326 -0.14334757 0.3583801 0.08749984 0.5079563 0.13104126 0.1718438 0.08273233 -0.0158917805 [229,] 0.0883684376 -0.14255343 0.3589160 0.08805809 0.5081752 0.13162991 0.1721504 0.08274776 -0.0163861770 [230,] 0.0896114442 -0.13865491 0.3615466 0.09079855 0.5092495 0.13451962 0.1736554 0.08282353 -0.0188132145 [231,] 0.0927419795 -0.12883643 0.3681717 0.09770045 0.5119551 0.14179740 0.1774458 0.08301435 -0.0249257535 [232,] 0.0961717570 -0.11807941 0.3754302 0.10526209 0.5149194 0.14977086 0.1815986 0.08322342 -0.0316225792 [233,] 0.0966551485 -0.11656332 0.3764532 0.10632782 0.5153372 0.15089463 0.1821839 0.08325289 -0.0325664271 [234,] 0.0972075959 -0.11483065 0.3776223 0.10754580 0.5158146 0.15217895 0.1828528 0.08328656 -0.0336451105 [235,] 0.0992562549 -0.10840532 0.3819579 0.11206249 0.5175853 0.15694161 0.1853333 0.08341144 -0.0376452279 [236,] 0.1004302056 -0.10472339 0.3844424 0.11465070 0.5185999 0.15967078 0.1867547 0.08348300 -0.0399374300 [237,] 0.1012128394 -0.10029685 0.3860987 0.11637618 0.5192763 0.16149023 0.1877023 0.08353070 -0.0414655647 [238,] 0.1015351004 -0.09821856 0.3867807 0.11708667 0.5195548 0.16223941 0.1880925 0.08355035 -0.0420947966 [239,] 0.1022256597 -0.09376508 0.3882421 0.11860914 0.5201516 0.16384481 0.1889286 0.08359244 -0.0434431508 [240,] 0.1029392375 -0.08916315 0.3897522 0.12018237 0.5207684 0.16550371 0.1897926 0.08363594 -0.0448364501 [241,] 0.1032154612 -0.08738176 0.3903368 0.12079136 0.5210071 0.16614587 0.1901270 0.08365277 -0.0453757918 [242,] 0.1097987926 -0.04492526 0.4042692 0.13530565 0.5266969 0.18145062 0.1980981 0.08405407 -0.0470299582 [243,] 0.1101440723 -0.04269852 0.4049999 0.13606689 0.5269953 0.18225332 0.1985161 0.08407511 -0.0469173874 [244,] 0.1152081733 -0.01003967 0.4157171 0.14723173 0.5313721 0.19402621 0.2046477 0.08438380 -0.0298268762 n=150 n=220 n=340 n=510 n=760 [1,] 0.1208948151 0.15335820 0.1101186664 1.049639e-01 0.06738162 [2,] 0.0914131987 0.14136566 0.0775985528 7.810118e-02 0.02536284 [3,] 0.0880091357 0.13998096 0.0738436530 7.499950e-02 0.02051118 [4,] 0.0801676337 0.13679119 0.0651939733 6.785457e-02 0.02020994 [5,] 0.0746968182 0.13456577 0.0591593130 6.286973e-02 0.02008585 [6,] 0.0675847582 0.13167273 0.0513142547 5.638943e-02 0.01992454 [7,] 0.0672200372 0.13152436 0.0509119440 5.605711e-02 0.01991627 [8,] 0.0624178770 0.12957094 0.0456148533 5.168153e-02 0.01980735 [9,] 0.0571294221 0.12741970 0.0397813484 4.686285e-02 0.01968740 [10,] 0.0489839858 0.12410630 0.0307964098 3.944098e-02 0.01950265 [11,] 0.0468564465 0.12324086 0.0284495975 3.750243e-02 0.01945439 [12,] 0.0466132991 0.12314195 0.0281813903 3.728088e-02 0.01944888 [13,] 0.0459446439 0.12286996 0.0274438207 3.667162e-02 0.01943371 [14,] 0.0444857598 0.12227651 0.0258345780 3.534233e-02 0.01940062 [15,] 0.0429660888 0.12165834 0.0241582835 3.395766e-02 0.01936616 [16,] 0.0412640574 0.12096599 0.0222808336 3.240682e-02 0.01932755 [17,] 0.0377992076 0.11955656 0.0184588821 2.924975e-02 0.01924896 [18,] 0.0369481919 0.11921038 0.0175201572 2.847433e-02 0.01922966 [19,] 0.0357324551 0.11871584 0.0161791216 2.736659e-02 0.01920209 [20,] 0.0265536426 0.11498208 0.0060543027 1.900314e-02 0.01899390 [21,] 0.0261281347 0.11480899 0.0055849402 1.861543e-02 0.01898425 [22,] 0.0209004667 0.11268248 -0.0001815129 1.385213e-02 0.01886568 [23,] 0.0168885354 0.11105051 -0.0046069305 1.019658e-02 0.01877468 [24,] 0.0159159460 0.11065488 -0.0056797589 9.310391e-03 0.01875262 [25,] 0.0127550304 0.10936908 -0.0091664515 6.430261e-03 0.01868093 [26,] 0.0104451305 0.10842946 -0.0117144192 4.325551e-03 0.01862854 [27,] 0.0081352307 0.10748984 -0.0142623869 2.220841e-03 0.01857614 [28,] 0.0055821835 0.10645131 -0.0170785617 -1.054180e-04 0.01851824 [29,] 0.0047919546 0.10612986 -0.0179502348 -8.254505e-04 0.01850031 [30,] 0.0040017257 0.10580841 -0.0188219080 -1.545483e-03 0.01848239 [31,] 0.0038193652 0.10573423 -0.0190230633 -1.711644e-03 0.01847825 [32,] 0.0029683495 0.10538805 -0.0199617882 -2.487064e-03 0.01845895 [33,] 0.0029075626 0.10536333 -0.0200288400 -2.542451e-03 0.01845757 [34,] 0.0027859890 0.10531387 -0.0201629436 -2.653225e-03 0.01845482 [35,] -0.0013475160 0.10363245 -0.0247224647 -6.419549e-03 0.01836106 [36,] -0.0021985317 0.10328627 -0.0256611896 -7.194968e-03 0.01834176 [37,] -0.0052986605 0.10202520 -0.0290808304 -1.001971e-02 0.01827144 [38,] -0.0055418078 0.10192629 -0.0293490376 -1.024126e-02 0.01826593 [39,] -0.0059673157 0.10175320 -0.0298184000 -1.062897e-02 0.01825628 [40,] -0.0073046261 0.10120921 -0.0312935392 -1.184749e-02 0.01822595 [41,] -0.0077301340 0.10103612 -0.0317629017 -1.223520e-02 0.01821630 [42,] -0.0092498049 0.10041795 -0.0334391962 -1.361987e-02 0.01818183 [43,] -0.0101008207 0.10007178 -0.0343779211 -1.439529e-02 0.01816253 [44,] -0.0105263285 0.09989869 -0.0348472836 -1.478300e-02 0.01815287 [45,] -0.0113773443 0.09955251 -0.0357860085 -1.555842e-02 0.01813357 [46,] -0.0124107205 0.09913215 -0.0369258888 -1.650000e-02 0.01811013 [47,] -0.0127146547 0.09900852 -0.0372611477 -1.677694e-02 0.01810324 [48,] -0.0163010781 0.09754963 -0.0412172027 -2.004478e-02 0.01802189 [49,] -0.0163618650 0.09752491 -0.0412842545 -2.010017e-02 0.01802052 [50,] -0.0223797619 0.09507695 -0.0479223808 -2.558349e-02 0.01788402 [51,] -0.0232307777 0.09473077 -0.0488611058 -2.635891e-02 0.01786472 [52,] -0.0240210066 0.09440932 -0.0497327789 -2.707894e-02 0.01784680 [53,] -0.0245680881 0.09418678 -0.0503362449 -2.757742e-02 0.01783439 [54,] -0.0259661854 0.09361806 -0.0518784359 -2.885133e-02 0.01780268 [55,] -0.0262093327 0.09351915 -0.0521466430 -2.907288e-02 0.01779716 [56,] -0.0266348406 0.09334606 -0.0526160055 -2.946059e-02 0.01778751 [57,] -0.0266956274 0.09332134 -0.0526830573 -2.951597e-02 0.01778613 [58,] -0.0285192326 0.09257953 -0.0546946107 -3.117759e-02 0.01774477 [59,] -0.0324703770 0.09097228 -0.0590529764 -3.477775e-02 0.01765515 [60,] -0.0327135244 0.09087338 -0.0593211836 -3.499930e-02 0.01764964 [61,] -0.0337469006 0.09045302 -0.0604610638 -3.594088e-02 0.01762620 [62,] -0.0338684743 0.09040357 -0.0605951674 -3.605165e-02 0.01762344 [63,] -0.0339900480 0.09035411 -0.0607292709 -3.616243e-02 0.01762068 [64,] -0.0341116217 0.09030466 -0.0608633745 -3.627320e-02 0.01761793 [65,] -0.0345371295 0.09013157 -0.0613327370 -3.666091e-02 0.01760828 [66,] -0.0369078162 0.08916722 -0.0639477564 -3.882101e-02 0.01755451 [67,] -0.0369686030 0.08914250 -0.0640148082 -3.887640e-02 0.01755313 [68,] -0.0370901767 0.08909304 -0.0641489118 -3.898717e-02 0.01755037 [69,] -0.0406158133 0.08765888 -0.0680379150 -4.219962e-02 0.01747040 [70,] -0.0423786316 0.08694180 -0.0699824167 -4.380585e-02 0.01743042 [71,] -0.0426217790 0.08684290 -0.0702506238 -4.402740e-02 0.01742491 [72,] -0.0431688605 0.08662035 -0.0708540898 -4.452588e-02 0.01741250 [73,] -0.0434120079 0.08652145 -0.0711222970 -4.474743e-02 0.01740698 [74,] -0.0435943684 0.08644727 -0.0713234523 -4.491359e-02 0.01740285 [75,] -0.0443845973 0.08612582 -0.0721951255 -4.563362e-02 0.01738492 [76,] -0.0447493183 0.08597745 -0.0725974361 -4.596595e-02 0.01737665 [77,] -0.0458434814 0.08553237 -0.0738043682 -4.696291e-02 0.01735183 [78,] -0.0467552840 0.08516147 -0.0748101449 -4.779372e-02 0.01733115 [79,] -0.0469984313 0.08506256 -0.0750783520 -4.801527e-02 0.01732564 [80,] -0.0475455128 0.08484002 -0.0756818181 -4.851375e-02 0.01731323 [81,] -0.0477278734 0.08476584 -0.0758829734 -4.867991e-02 0.01730909 [82,] -0.0494299048 0.08407349 -0.0777604233 -5.023075e-02 0.01727049 [83,] -0.0494906917 0.08404876 -0.0778274750 -5.028614e-02 0.01726911 [84,] -0.0499161995 0.08387567 -0.0782968375 -5.067385e-02 0.01725946 [85,] -0.0505240679 0.08362840 -0.0789673553 -5.122772e-02 0.01724567 [86,] -0.0505848547 0.08360367 -0.0790344071 -5.128311e-02 0.01724429 [87,] -0.0507672153 0.08352949 -0.0792355624 -5.144927e-02 0.01724016 [88,] -0.0528339677 0.08268878 -0.0815153230 -5.333243e-02 0.01719328 [89,] -0.0535026230 0.08241678 -0.0822528926 -5.394169e-02 0.01717811 [90,] -0.0536241966 0.08236733 -0.0823869961 -5.405246e-02 0.01717536 [91,] -0.0537457703 0.08231788 -0.0825210997 -5.416324e-02 0.01717260 [92,] -0.0538065572 0.08229315 -0.0825881515 -5.421863e-02 0.01717122 [93,] -0.0540497045 0.08219424 -0.0828563586 -5.444017e-02 0.01716570 [94,] -0.0540503986 0.08137826 -0.0850690674 -5.626795e-02 0.01712021 [95,] -0.0539181458 0.08125462 -0.0854043263 -5.654488e-02 0.01711331 [96,] -0.0537594424 0.08110626 -0.0858066369 -5.687721e-02 0.01710504 [97,] -0.0530981784 0.08048809 -0.0874829315 -5.826188e-02 0.01707057 [98,] -0.0528865738 0.08029027 -0.0880193457 -5.870498e-02 0.01705954 [99,] -0.0525427165 0.07996882 -0.0888910189 -5.942501e-02 0.01704162 [100,] -0.0523311120 0.07977101 -0.0894274331 -5.986811e-02 0.01703059 [101,] -0.0520666064 0.07952374 -0.0900979509 -6.042198e-02 0.01701680 [102,] -0.0519872547 0.07944956 -0.0902991063 -6.058814e-02 0.01701267 [103,] -0.0519343536 0.07940011 -0.0904332098 -6.069892e-02 0.01700991 [104,] -0.0516962985 0.07917756 -0.0910366758 -6.119740e-02 0.01699750 [105,] -0.0515904962 0.07907866 -0.0913048830 -6.141895e-02 0.01699198 [106,] -0.0513788917 0.07888084 -0.0918412972 -6.186205e-02 0.01698095 [107,] -0.0512730895 0.07878193 -0.0921095043 -6.208359e-02 0.01697544 [108,] -0.0510350344 0.07855939 -0.0927129704 -6.258208e-02 0.01696303 [109,] -0.0506382759 0.07818849 -0.0926238478 -6.341289e-02 0.01694235 [110,] -0.0503737703 0.07794122 -0.0919075018 -6.396676e-02 0.01692856 [111,] -0.0501621658 0.07774340 -0.0913344250 -6.440985e-02 0.01691753 [112,] -0.0500299130 0.07761977 -0.0909762519 -6.468679e-02 0.01691064 [113,] -0.0494480006 0.07707578 -0.0894002906 -6.590531e-02 0.01688031 [114,] -0.0488396376 0.07650706 -0.0877526947 -6.717921e-02 0.01684860 [115,] -0.0485222309 0.07621034 -0.0868930795 -6.784385e-02 0.01683205 [116,] -0.0483106264 0.07601252 -0.0863200027 -6.828695e-02 0.01682102 [117,] -0.0480990219 0.07581471 -0.0857469258 -6.873005e-02 0.01680999 [118,] -0.0478874173 0.07561689 -0.0851738490 -6.917315e-02 0.01679896 [119,] -0.0477816151 0.07551799 -0.0848873106 -6.939469e-02 0.01679345 [120,] -0.0477551645 0.07549326 -0.0848156760 -6.945008e-02 0.01679207 [121,] -0.0473848566 0.07514708 -0.0838127915 -7.022550e-02 0.01677277 [122,] -0.0471732521 0.07494927 -0.0832397147 -7.066860e-02 0.01676174 [123,] -0.0463797352 0.07420746 -0.0810906765 -7.233021e-02 0.01672037 [124,] -0.0457978228 0.07366347 -0.0795147152 -7.354873e-02 0.01669004 [125,] -0.0457713723 0.07363874 -0.0794430806 -7.360411e-02 0.01668866 [126,] -0.0456655700 0.07353984 -0.0791565422 -7.382566e-02 0.01668315 [127,] -0.0455068666 0.07339147 -0.0787267346 -7.415799e-02 0.01667488 [128,] -0.0451630093 0.07307002 -0.0777954847 -7.487802e-02 0.01665695 [129,] -0.0450043059 0.07292166 -0.0773656771 -7.521034e-02 0.01664868 [130,] -0.0449778554 0.07289694 -0.0772940425 -7.526573e-02 0.01664730 [131,] -0.0448191520 0.07274857 -0.0768642349 -7.559805e-02 0.01663903 [132,] -0.0447927014 0.07272385 -0.0767926003 -7.565344e-02 0.01663765 [133,] -0.0445281958 0.07247658 -0.0760762542 -7.620731e-02 0.01662386 [134,] -0.0444223935 0.07237767 -0.0757897158 -7.642886e-02 0.01661835 [135,] -0.0443165913 0.07227876 -0.0755031774 -7.665041e-02 0.01661283 [136,] -0.0440785362 0.07205622 -0.0748584660 -7.714889e-02 0.01660043 [137,] -0.0440520856 0.07203150 -0.0747868314 -7.720428e-02 0.01659905 [138,] -0.0439198328 0.07190786 -0.0744286583 -7.748121e-02 0.01659215 [139,] -0.0438404811 0.07183368 -0.0742137545 -7.764737e-02 0.01658802 [140,] -0.0436553272 0.07166059 -0.0737123123 -7.803508e-02 0.01657837 [141,] -0.0434437227 0.07146278 -0.0731392355 -7.847818e-02 0.01656734 [142,] -0.0433908216 0.07141332 -0.0729959662 -7.858895e-02 0.01656458 [143,] -0.0429411620 0.07099297 -0.0717781780 -7.953053e-02 0.01654114 [144,] -0.0424386013 0.07052316 -0.0704171205 -8.058289e-02 0.01651494 [145,] -0.0422534473 0.07035007 -0.0699156783 -8.097060e-02 0.01650529 [146,] -0.0418566889 0.06997916 -0.0688411592 -8.180141e-02 0.01648461 [147,] -0.0417508866 0.06988026 -0.0685546208 -8.202295e-02 0.01647910 [148,] -0.0416450844 0.06978135 -0.0682680824 -8.224450e-02 0.01647358 [149,] -0.0413805787 0.06953408 -0.0675517363 -8.269626e-02 0.01645980 [150,] -0.0412218754 0.06938572 -0.0671219287 -8.247423e-02 0.01645152 [151,] -0.0410367214 0.06921263 -0.0666204865 -8.221521e-02 0.01644187 [152,] -0.0407457652 0.06894064 -0.0658325058 -8.176055e-02 0.01642671 [153,] -0.0398993472 0.06814938 -0.0635401985 -8.000205e-02 0.01638259 [154,] -0.0395290393 0.06780320 -0.0625373140 -7.923271e-02 0.01636328 [155,] -0.0394761382 0.06775375 -0.0623940448 -7.912280e-02 0.01636053 [156,] -0.0390793797 0.06738284 -0.0613195257 -7.829850e-02 0.01633985 [157,] -0.0390264786 0.06733339 -0.0611762565 -7.818859e-02 0.01633709 [158,] -0.0388677752 0.06718503 -0.0607464489 -7.785888e-02 0.01632882 [159,] -0.0383387639 0.06669049 -0.0593137568 -7.675981e-02 0.01630124 [160,] -0.0382858628 0.06664104 -0.0591704876 -7.664991e-02 0.01629848 [161,] -0.0379684560 0.06634431 -0.0583108724 -7.599047e-02 0.01628194 [162,] -0.0376510493 0.06604759 -0.0574512571 -7.533103e-02 0.01626539 [163,] -0.0376245987 0.06602286 -0.0573796225 -7.527608e-02 0.01626402 [164,] -0.0375716976 0.06597341 -0.0572363533 -7.516617e-02 0.01626126 [165,] -0.0374129942 0.06582505 -0.0568065457 -7.483645e-02 0.01625299 [166,] -0.0370162358 0.06545415 -0.0557320266 -7.401215e-02 0.01623230 [167,] -0.0365930267 0.06505852 -0.0545858729 -7.313290e-02 0.01621025 [168,] -0.0364607739 0.06493488 -0.0542276999 -7.285813e-02 0.01620335 [169,] -0.0361169166 0.06461343 -0.0532964501 -7.214374e-02 0.01618543 [170,] -0.0359582132 0.06446507 -0.0528666424 -7.181402e-02 0.01617716 [171,] -0.0356143559 0.06414362 -0.0519353926 -7.109963e-02 0.01615923 [172,] -0.0355614548 0.06409417 -0.0517921234 -7.098973e-02 0.01615647 [173,] -0.0350853446 0.06364908 -0.0505027005 -7.000057e-02 0.01613166 [174,] -0.0346885862 0.06327818 -0.0494281814 -6.917627e-02 0.01611098 [175,] -0.0335247614 0.06219020 -0.0462762588 -6.675833e-02 0.01605031 [176,] -0.0333925086 0.06206656 -0.0459180858 -6.648356e-02 0.01604342 [177,] -0.0333131569 0.06199238 -0.0457031820 -6.631870e-02 0.01603928 [178,] -0.0328634973 0.06157203 -0.0444853937 -6.538450e-02 0.01601584 [179,] -0.0323080355 0.06121497 -0.0429810670 -6.423048e-02 0.01598689 [180,] -0.0322286838 0.06117684 -0.0427661632 -6.406562e-02 0.01598275 [181,] -0.0320170793 0.06107516 -0.0421930864 -6.362600e-02 0.01597173 [182,] -0.0316732219 0.06090993 -0.0412618365 -6.291161e-02 0.01595380 [183,] -0.0316467714 0.06089722 -0.0411902019 -6.285665e-02 0.01595242 [184,] -0.0314351669 0.06079553 -0.0406171251 -6.241703e-02 0.01594139 [185,] -0.0302448915 0.06022358 -0.0373935679 -5.994413e-02 0.01587935 [186,] -0.0301655398 0.06018545 -0.0371786641 -5.977927e-02 0.01587521 [187,] -0.0296365286 0.05993124 -0.0357459720 -5.868021e-02 0.01584764 [188,] -0.0292926712 0.05976601 -0.0348147221 -5.796582e-02 0.01582972 [189,] -0.0291075173 0.05967704 -0.0343132799 -5.758115e-02 0.01582006 [190,] -0.0286578577 0.05946097 -0.0330954916 -5.664694e-02 0.01579663 [191,] -0.0284727038 0.05937199 -0.0325940494 -5.626227e-02 0.01578698 [192,] -0.0281288464 0.05943044 -0.0316627995 -5.554788e-02 0.01576905 [193,] -0.0280759453 0.05951234 -0.0315195303 -5.543797e-02 0.01576629 [194,] -0.0279172419 0.05975804 -0.0310897227 -5.510825e-02 0.01575802 [195,] -0.0275204835 0.06037230 -0.0300152036 -5.428395e-02 0.01573734 [196,] -0.0269650216 0.06123226 -0.0285108769 -5.312994e-02 0.01588862 [197,] -0.0267534171 0.06155986 -0.0279378001 -5.269031e-02 0.01601888 [198,] -0.0267269666 0.06160081 -0.0278661655 -5.263536e-02 0.01603516 [199,] -0.0258540980 0.06295217 -0.0255022236 -5.082190e-02 0.01657250 [200,] -0.0252721856 0.06385308 -0.0239262623 -4.961293e-02 0.01693073 [201,] -0.0245580204 0.06495874 -0.0219921280 -4.812920e-02 0.01737037 [202,] -0.0235528990 0.06651485 -0.0192700130 -4.604097e-02 0.01798913 [203,] -0.0232619428 0.06696530 -0.0184820323 -4.543649e-02 0.01816824 [204,] -0.0232090416 0.06704720 -0.0183387631 -4.532658e-02 0.01820081 [205,] -0.0228916349 0.06753861 -0.0174791479 -4.466714e-02 0.01839620 [206,] -0.0220187663 0.06888997 -0.0151152059 -4.285369e-02 0.01893354 [207,] -0.0218336123 0.06917662 -0.0146137637 -4.246902e-02 0.01904752 [208,] -0.0212781505 0.07003658 -0.0131094370 -4.131500e-02 0.01938947 [209,] -0.0206697875 0.07097844 -0.0114618411 -4.005108e-02 0.01976398 [210,] -0.0206433370 0.07101939 -0.0113902065 -3.999612e-02 0.01978026 [211,] -0.0203523808 0.07146984 -0.0106022259 -3.939164e-02 0.01995937 [212,] -0.0202994796 0.07155174 -0.0104589567 -3.928173e-02 0.01999194 [213,] -0.0201143257 0.07183839 -0.0099575144 -3.889706e-02 0.02010592 [214,] -0.0200878751 0.07187934 -0.0098858798 -3.884211e-02 0.02012220 [215,] -0.0196911167 0.07249360 -0.0088113608 -3.801781e-02 0.02036645 [216,] -0.0195853144 0.07265740 -0.0085248223 -3.779800e-02 0.02043158 [217,] -0.0171518626 0.07642483 -0.0019344387 -3.274230e-02 0.02192962 [218,] -0.0170460603 0.07658863 -0.0016479003 -3.252249e-02 0.02199475 [219,] -0.0159351367 0.07830855 0.0013607531 -3.021445e-02 0.02267864 [220,] -0.0155119277 0.07896375 0.0025069067 -2.933520e-02 0.02293917 [221,] -0.0148242130 0.08002846 0.0043694064 -2.790642e-02 0.02336252 [222,] -0.0147977624 0.08006941 0.0044410411 -2.785147e-02 0.02337881 [223,] -0.0142687512 0.08088842 0.0058737331 -2.675240e-02 0.02370447 [224,] -0.0140042455 0.08129792 0.0065900792 -2.620287e-02 0.02386730 [225,] -0.0135810365 0.08195313 0.0077362329 -2.532362e-02 0.02412783 [226,] -0.0127875196 0.08318164 0.0098852710 -2.367502e-02 0.02461632 [227,] -0.0118882005 0.08457395 0.0123208475 -2.180662e-02 0.02516994 [228,] -0.0118352993 0.08465585 0.0124641167 -2.169671e-02 0.02520251 [229,] -0.0115443431 0.08510631 0.0132520974 -2.109222e-02 0.02538632 [230,] -0.0101160127 0.08731762 0.0171203660 -1.812475e-02 0.02698877 [231,] -0.0065187361 0.09288687 0.0268626722 -1.065112e-02 0.03102457 [232,] -0.0025776021 0.09898847 0.0375362283 -2.463090e-03 0.03544614 [233,] -0.0020221403 0.09984843 0.0390405550 -1.309073e-03 0.03606932 [234,] -0.0013873268 0.10083124 0.0407597855 9.803573e-06 0.03678152 [235,] 0.0009667734 0.10447582 0.0471352652 4.900638e-03 0.03942259 [236,] 0.0023157521 0.10656428 0.0507886301 7.703251e-03 0.04093602 [237,] 0.0032150713 0.10795660 0.0532242066 9.571660e-03 0.04194497 [238,] 0.0035853792 0.10852990 0.0542270911 1.034100e-02 0.04236042 [239,] 0.0043788961 0.10975841 0.0563761292 1.198960e-02 0.04325067 [240,] 0.0051988635 0.11102787 0.0585968019 1.369315e-02 0.04417060 [241,] 0.0055162703 0.11151928 0.0594564172 1.435259e-02 0.04452670 [242,] 0.0130811315 0.12323107 0.0799439140 3.150832e-02 0.05301375 [243,] 0.0134778899 0.12384533 0.0810184331 3.254108e-02 0.05345887 [244,] 0.0192970139 0.13285440 0.0967780461 4.768816e-02 0.06388998 > (pEx <- vapply(LseRExp, predict, FUN.VALUE=newd, newdata = newd)) n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150 [1,] 0.8831273 1.491639 0.3077275 0.2513312 0.5650074 0.8054534 0.7110241 0.9654744 0.6008941 0.7073309 [2,] 1.0735406 1.574853 0.4112152 0.3171467 0.6380097 0.8560259 0.7740189 1.0065715 0.6477468 0.7538901 [3,] 1.0955265 1.584462 0.4231643 0.3247460 0.6464388 0.8618652 0.7812925 1.0113167 0.6531566 0.7592660 [4,] 1.1461725 1.606595 0.4506899 0.3422516 0.6658559 0.8753164 0.7980478 1.0222477 0.6656185 0.7716498 [5,] 1.1815069 1.622037 0.4698939 0.3544648 0.6794027 0.8847010 0.8097376 1.0298740 0.6743128 0.7802897 [6,] 1.2274417 1.642111 0.4948589 0.3703420 0.6970136 0.8969010 0.8249343 1.0397881 0.6856154 0.7915215 [7,] 1.2297973 1.643141 0.4961392 0.3711562 0.6979167 0.8975266 0.8257136 1.0402965 0.6861951 0.7920975 [8,] 1.2608131 1.656695 0.5129960 0.3818766 0.7098078 0.9057642 0.8359746 1.0469907 0.6938268 0.7996814 [9,] 1.2949697 1.671623 0.5315597 0.3936827 0.7229030 0.9148359 0.8472747 1.0543627 0.7022313 0.8080332 [10,] 1.3475787 1.694614 0.5601522 0.4118668 0.7430727 0.9288085 0.8646795 1.0657174 0.7151762 0.8208970 [11,] 1.3613199 1.700619 0.5676204 0.4166164 0.7483409 0.9324581 0.8692255 1.0686832 0.7185573 0.8242570 [12,] 1.3628903 1.701305 0.5684739 0.4171592 0.7489430 0.9328752 0.8697451 1.0690221 0.7189437 0.8246410 [13,] 1.3672089 1.703193 0.5708211 0.4186519 0.7505987 0.9340222 0.8711738 1.0699542 0.7200063 0.8256970 [14,] 1.3766315 1.707310 0.5759421 0.4219088 0.7542112 0.9365248 0.8742911 1.0719879 0.7223248 0.8280009 [15,] 1.3864466 1.711600 0.5812765 0.4253013 0.7579742 0.9391316 0.8775382 1.0741063 0.7247399 0.8304009 [16,] 1.3974395 1.716404 0.5872511 0.4291010 0.7621888 0.9420512 0.8811750 1.0764789 0.7274448 0.8330888 [17,] 1.4198180 1.726184 0.5994136 0.4368360 0.7707684 0.9479948 0.8885786 1.0813089 0.7329512 0.8385607 [18,] 1.4253144 1.728586 0.6024008 0.4387358 0.7728757 0.9494546 0.8903970 1.0824952 0.7343037 0.8399047 [19,] 1.4331665 1.732018 0.6066684 0.4414499 0.7758861 0.9515401 0.8929947 1.0841899 0.7362357 0.8418247 [20,] 1.4924498 1.757926 0.6388883 0.4619409 0.7986146 0.9672853 0.9126075 1.0969851 0.7508229 0.8563205 [21,] 1.4951981 1.759127 0.6403819 0.4628908 0.7996683 0.9680152 0.9135167 1.0975782 0.7514991 0.8569924 [22,] 1.5289621 1.773882 0.6587323 0.4745612 0.8126130 0.9769827 0.9246869 1.1048655 0.7598070 0.8652483 [23,] 1.5548740 1.785206 0.6728152 0.4835175 0.8225473 0.9838648 0.9332594 1.1104581 0.7661829 0.8715842 [24,] 1.5611557 1.787952 0.6762292 0.4856888 0.8249556 0.9855331 0.9353376 1.1118139 0.7677285 0.8731202 [25,] 1.5815711 1.796874 0.6873248 0.4927453 0.8327827 0.9909553 0.9420917 1.1162202 0.7727519 0.8781121 [26,] 1.5964901 1.803393 0.6954331 0.4979020 0.8385024 0.9949177 0.9470274 1.1194402 0.7764228 0.8817600 [27,] 1.6114091 1.809913 0.7035414 0.5030586 0.8442222 0.9988801 0.9519630 1.1226601 0.7800938 0.8854080 [28,] 1.6278985 1.817120 0.7125032 0.5087581 0.8505441 1.0032596 0.9574183 1.1262191 0.7841511 0.8894399 [29,] 1.6330023 1.819350 0.7152771 0.5105223 0.8525008 1.0046151 0.9591068 1.1273206 0.7854070 0.8906879 [30,] 1.6381062 1.821581 0.7180510 0.5122864 0.8544576 1.0059707 0.9607953 1.1284222 0.7866628 0.8919359 [31,] 1.6392840 1.822095 0.7186912 0.5126935 0.8549091 1.0062835 0.9611850 1.1286764 0.7869526 0.8922239 [32,] 1.6447805 1.824497 0.7216784 0.5145933 0.8570164 1.0077433 0.9630034 1.1298627 0.7883051 0.8935678 [33,] 1.6451731 1.824669 0.7218918 0.5147290 0.8571669 1.0078476 0.9631333 1.1299475 0.7884017 0.8936638 [34,] 1.6459583 1.825012 0.7223186 0.5150004 0.8574680 1.0080561 0.9633930 1.1301169 0.7885949 0.8938558 [35,] 1.6726554 1.836679 0.7368282 0.5242282 0.8677033 1.0151467 0.9722253 1.1358790 0.7951639 0.9003837 [36,] 1.6781519 1.839081 0.7398155 0.5261280 0.8698106 1.0166065 0.9740437 1.1370653 0.7965164 0.9017277 [37,] 1.6981747 1.847832 0.7506977 0.5330488 0.8774871 1.0219245 0.9806679 1.1413868 0.8014432 0.9066236 [38,] 1.6997451 1.848518 0.7515512 0.5335916 0.8780892 1.0223416 0.9811875 1.1417258 0.8018296 0.9070076 [39,] 1.7024934 1.849719 0.7530448 0.5345415 0.8791429 1.0230715 0.9820967 1.1423189 0.8025058 0.9076796 [40,] 1.7111307 1.853494 0.7577391 0.5375270 0.8824543 1.0253655 0.9849542 1.1441831 0.8046311 0.9097916 [41,] 1.7138789 1.854695 0.7592328 0.5384769 0.8835080 1.0260954 0.9858634 1.1447763 0.8053073 0.9104636 [42,] 1.7236940 1.858984 0.7645672 0.5418694 0.8872710 1.0287022 0.9891105 1.1468947 0.8077224 0.9128635 [43,] 1.7291905 1.861386 0.7675544 0.5437693 0.8893782 1.0301621 0.9909289 1.1480810 0.8090748 0.9142075 [44,] 1.7319387 1.862587 0.7690481 0.5447192 0.8904319 1.0308920 0.9918381 1.1486742 0.8097511 0.9148795 [45,] 1.7374352 1.864989 0.7720354 0.5466190 0.8925392 1.0323518 0.9936565 1.1498605 0.8111035 0.9162235 [46,] 1.7441095 1.867906 0.7756628 0.5489260 0.8950980 1.0341244 0.9958646 1.1513010 0.8127458 0.9178554 [47,] 1.7460725 1.868764 0.7767297 0.5496045 0.8958506 1.0346458 0.9965140 1.1517247 0.8132288 0.9183354 [48,] 1.7692362 1.878887 0.7893189 0.5576109 0.9047313 1.0407979 1.0041773 1.1567241 0.8189284 0.9239993 [49,] 1.7696288 1.879059 0.7895323 0.5577466 0.9048818 1.0409022 1.0043072 1.1568088 0.8190250 0.9240953 [50,] 1.8084966 1.896045 0.8106566 0.5711811 0.9197833 1.0512252 1.0171659 1.1651977 0.8285888 0.9335992 [51,] 1.8139931 1.898447 0.8136438 0.5730809 0.9218906 1.0526851 1.0189844 1.1663840 0.8299412 0.9349432 [52,] 1.8190970 1.900677 0.8164177 0.5748451 0.9238473 1.0540406 1.0206729 1.1674856 0.8311971 0.9361911 [53,] 1.8226304 1.902222 0.8183381 0.5760664 0.9252020 1.0549791 1.0218419 1.1682482 0.8320665 0.9370551 [54,] 1.8316603 1.906168 0.8232458 0.5791875 0.9286640 1.0573773 1.0248292 1.1701972 0.8342884 0.9392631 [55,] 1.8332307 1.906854 0.8240993 0.5797303 0.9292661 1.0577944 1.0253488 1.1705361 0.8346748 0.9396471 [56,] 1.8359790 1.908055 0.8255929 0.5806803 0.9303197 1.0585243 1.0262580 1.1711293 0.8353510 0.9403191 [57,] 1.8363716 1.908227 0.8258063 0.5808160 0.9304702 1.0586286 1.0263879 1.1712140 0.8354476 0.9404151 [58,] 1.8481497 1.913520 0.8322076 0.5848870 0.9349858 1.0617568 1.0302845 1.1737561 0.8383457 0.9432950 [59,] 1.8736690 1.926625 0.8460771 0.5937077 0.9447696 1.0685346 1.0387271 1.1792639 0.8446250 0.9495349 [60,] 1.8752394 1.927431 0.8469306 0.5942505 0.9453717 1.0689517 1.0392466 1.1796029 0.8450114 0.9499189 [61,] 1.8819137 1.930859 0.8505580 0.5965574 0.9479306 1.0707243 1.0414547 1.1810434 0.8466536 0.9515509 [62,] 1.8826989 1.931262 0.8509848 0.5968288 0.9482316 1.0709329 1.0417144 1.1812129 0.8468469 0.9517429 [63,] 1.8834841 1.931665 0.8514115 0.5971002 0.9485326 1.0711414 1.0419742 1.1813824 0.8470401 0.9519349 [64,] 1.8842694 1.932068 0.8518383 0.5973716 0.9488337 1.0713499 1.0422340 1.1815518 0.8472333 0.9521269 [65,] 1.8870176 1.933480 0.8533319 0.5983215 0.9498873 1.0720799 1.0431432 1.1821450 0.8479095 0.9527989 [66,] 1.9023292 1.941342 0.8616536 0.6036139 0.9557576 1.0761465 1.0482088 1.1854497 0.8516770 0.9565428 [67,] 1.9027218 1.941544 0.8618670 0.6037496 0.9559081 1.0762508 1.0483386 1.1855344 0.8517736 0.9566388 [68,] 1.9035070 1.941947 0.8622937 0.6040210 0.9562092 1.0764593 1.0485984 1.1857039 0.8519668 0.9568308 [69,] 1.9262781 1.953641 0.8746696 0.6118917 0.9649393 1.0825072 1.0561318 1.1906186 0.8575699 0.9623987 [70,] 1.9376636 1.959488 0.8808575 0.6158271 0.9693044 1.0855311 1.0598985 1.1930760 0.8603714 0.9651827 [71,] 1.9392340 1.960294 0.8817110 0.6163699 0.9699065 1.0859482 1.0604181 1.1934149 0.8607578 0.9655667 [72,] 1.9427675 1.962109 0.8836314 0.6175912 0.9712612 1.0868866 1.0615870 1.1941775 0.8616272 0.9664307 [73,] 1.9443379 1.962915 0.8844849 0.6181340 0.9718632 1.0873037 1.0621066 1.1945165 0.8620136 0.9668146 [74,] 1.9455157 1.963520 0.8851251 0.6185411 0.9723148 1.0876166 1.0624962 1.1947707 0.8623034 0.9671026 [75,] 1.9506196 1.966141 0.8878989 0.6203053 0.9742716 1.0889721 1.0641848 1.1958723 0.8635593 0.9683506 [76,] 1.9529752 1.967351 0.8891792 0.6211195 0.9751747 1.0895977 1.0649641 1.1963807 0.8641389 0.9689266 [77,] 1.9600421 1.970980 0.8930200 0.6235621 0.9778840 1.0914747 1.0673020 1.1979059 0.8658778 0.9706546 [78,] 1.9659311 1.974004 0.8962206 0.6255977 0.9801418 1.0930388 1.0692503 1.1991770 0.8673268 0.9720946 [79,] 1.9675016 1.974810 0.8970741 0.6261405 0.9807439 1.0934559 1.0697699 1.1995159 0.8677132 0.9724786 [80,] 1.9710350 1.976625 0.8989945 0.6273618 0.9820986 1.0943943 1.0709389 1.2002785 0.8685827 0.9733425 [81,] 1.9722128 1.977230 0.8996347 0.6277689 0.9825502 1.0947071 1.0713285 1.2005327 0.8688725 0.9736305 [82,] 1.9832057 1.982875 0.9056092 0.6315685 0.9867647 1.0976268 1.0749653 1.2029054 0.8715774 0.9763185 [83,] 1.9835983 1.983076 0.9058226 0.6317043 0.9869153 1.0977311 1.0750952 1.2029901 0.8716740 0.9764145 [84,] 1.9863466 1.984488 0.9073162 0.6326542 0.9879689 1.0984610 1.0760044 1.2035832 0.8723502 0.9770865 [85,] 1.9902726 1.986504 0.9094500 0.6340112 0.9894741 1.0995037 1.0773033 1.2044306 0.8733162 0.9780465 [86,] 1.9906652 1.986705 0.9096634 0.6341469 0.9896246 1.0996080 1.0774332 1.2045153 0.8734128 0.9781425 [87,] 1.9918430 1.987310 0.9103035 0.6345540 0.9900762 1.0999208 1.0778228 1.2047696 0.8737027 0.9784305 [88,] 2.0051916 1.994165 0.9175583 0.6391679 0.9951939 1.1034661 1.0822390 1.2076506 0.8769872 0.9816944 [89,] 2.0095103 1.996383 0.9199055 0.6406606 0.9968496 1.1046131 1.0836677 1.2085827 0.8780498 0.9827504 [90,] 2.0102955 1.996786 0.9203322 0.6409320 0.9971506 1.1048216 1.0839275 1.2087522 0.8782430 0.9829424 [91,] 2.0110807 1.997189 0.9207590 0.6412034 0.9974517 1.1050302 1.0841873 1.2089216 0.8784362 0.9831344 [92,] 2.0114733 1.997391 0.9209723 0.6413391 0.9976022 1.1051344 1.0843171 1.2090064 0.8785328 0.9832304 [93,] 2.0130437 1.998197 0.9218259 0.6418819 0.9982043 1.1055515 1.0848367 1.2093453 0.8789193 0.9836144 [94,] 2.0259997 2.004851 0.9288673 0.6463601 1.0031714 1.1089926 1.0891229 1.2121416 0.8821072 0.9867823 [95,] 2.0279627 2.005859 0.9299342 0.6470386 1.0039240 1.1095139 1.0897724 1.2125653 0.8825902 0.9872623 [96,] 2.0303183 2.007068 0.9312144 0.6478528 1.0048271 1.1101396 1.0905517 1.2130737 0.8831698 0.9878383 [97,] 2.0401334 2.012109 0.9365489 0.6517173 1.0085901 1.1127464 1.0937988 1.2151921 0.8855849 0.9902383 [98,] 2.0432743 2.013721 0.9382559 0.6530956 1.0097943 1.1135806 1.0948379 1.2158700 0.8863577 0.9910062 [99,] 2.0483781 2.016342 0.9410298 0.6553353 1.0117511 1.1149361 1.0965264 1.2169716 0.8876136 0.9922542 [100,] 2.0515190 2.017955 0.9427368 0.6567136 1.0129552 1.1157703 1.0975655 1.2176495 0.8883864 0.9930222 [101,] 2.0554450 2.019971 0.9448705 0.6584364 1.0144604 1.1168130 1.0988644 1.2184968 0.8893524 0.9939822 [102,] 2.0566228 2.020576 0.9455107 0.6589533 1.0149120 1.1171259 1.0992541 1.2187510 0.8896423 0.9942702 [103,] 2.0574080 2.020980 0.9459374 0.6592978 1.0152130 1.1173344 1.0995138 1.2189205 0.8898355 0.9944622 [104,] 2.0609415 2.022794 0.9478578 0.6608484 1.0165677 1.1182729 1.1006828 1.2196831 0.8907049 0.9953262 [105,] 2.0625119 2.023601 0.9487113 0.6615375 1.0171698 1.1186900 1.1012024 1.2200221 0.8910913 0.9957102 [106,] 2.0656527 2.025213 0.9504183 0.6629158 1.0183740 1.1195241 1.1022414 1.2207000 0.8918641 0.9964782 [107,] 2.0672232 2.026020 0.9512718 0.6636049 1.0189760 1.1199412 1.1027610 1.2210389 0.8922505 0.9968622 [108,] 2.0707566 2.027834 0.9531922 0.6651555 1.0203307 1.1208797 1.1039300 1.2218015 0.8931200 0.9977261 [109,] 2.0766457 2.030859 0.9563929 0.6677397 1.0225885 1.1224438 1.1058783 1.2230726 0.8945690 0.9991661 [110,] 2.0805717 2.032875 0.9585267 0.6694626 1.0240937 1.1234865 1.1071771 1.2239199 0.8955351 1.0001261 [111,] 2.0837126 2.034488 0.9602337 0.6708408 1.0252979 1.1243207 1.1082162 1.2245978 0.8963079 1.0008941 [112,] 2.0856756 2.035496 0.9613006 0.6717023 1.0260505 1.1248421 1.1088656 1.2250215 0.8967909 1.0013741 [113,] 2.0943129 2.039931 0.9659948 0.6754925 1.0293619 1.1271361 1.1117231 1.2268857 0.8989162 1.0034860 [114,] 2.1033428 2.044568 0.9709025 0.6794550 1.0328239 1.1295344 1.1147105 1.2288346 0.9011381 1.0056940 [115,] 2.1080540 2.046988 0.9734630 0.6815224 1.0346301 1.1307856 1.1162692 1.2298515 0.9022973 1.0068460 [116,] 2.1111949 2.048601 0.9751700 0.6829007 1.0358343 1.1316198 1.1173082 1.2305294 0.9030702 1.0076140 [117,] 2.1143357 2.050213 0.9768771 0.6842790 1.0370384 1.1324540 1.1183473 1.2312073 0.9038430 1.0083820 [118,] 2.1174766 2.051826 0.9785841 0.6856573 1.0382426 1.1332882 1.1193864 1.2318852 0.9046158 1.0091500 [119,] 2.1190470 2.052633 0.9794376 0.6863464 1.0388447 1.1337053 1.1199060 1.2322241 0.9050022 1.0095339 [120,] 2.1194396 2.052834 0.9796510 0.6865187 1.0389952 1.1338096 1.1200359 1.2323088 0.9050988 1.0096299 [121,] 2.1249360 2.055657 0.9826382 0.6889307 1.0411025 1.1352694 1.1218543 1.2334951 0.9064513 1.0109739 [122,] 2.1280769 2.057270 0.9843452 0.6903089 1.0423066 1.1361036 1.1228934 1.2341730 0.9072241 1.0117419 [123,] 2.1398550 2.063318 0.9907466 0.6954774 1.0468222 1.1392318 1.1267899 1.2367151 0.9101222 1.0146219 [124,] 2.1484923 2.067754 0.9954408 0.6992677 1.0501337 1.1415258 1.1296474 1.2385793 0.9122475 1.0167338 [125,] 2.1488849 2.067955 0.9956542 0.6994400 1.0502842 1.1416301 1.1297773 1.2386641 0.9123441 1.0168298 [126,] 2.1504554 2.068762 0.9965077 0.7001291 1.0508863 1.1420471 1.1302969 1.2390030 0.9127305 1.0172138 [127,] 2.1528110 2.069971 0.9977880 0.7011628 1.0517894 1.1426728 1.1310762 1.2395114 0.9133101 1.0177898 [128,] 2.1579148 2.072592 1.0005619 0.7034025 1.0537462 1.1440283 1.1327647 1.2406130 0.9145660 1.0190378 [129,] 2.1602705 2.073802 1.0018421 0.7044362 1.0546493 1.1446540 1.1335440 1.2411214 0.9151456 1.0196138 [130,] 2.1606631 2.074004 1.0020555 0.7046085 1.0547998 1.1447582 1.1336739 1.2412061 0.9152422 1.0197098 [131,] 2.1630187 2.075213 1.0033358 0.7056422 1.0557029 1.1453839 1.1344532 1.2417146 0.9158218 1.0202858 [132,] 2.1634113 2.075415 1.0035492 0.7058145 1.0558535 1.1454882 1.1345831 1.2417993 0.9159184 1.0203818 [133,] 2.1673374 2.077431 1.0056829 0.7075373 1.0573587 1.1465309 1.1358820 1.2426467 0.9168845 1.0213418 [134,] 2.1689078 2.078238 1.0065364 0.7082264 1.0579607 1.1469480 1.1364015 1.2429856 0.9172709 1.0217257 [135,] 2.1704782 2.079044 1.0073899 0.7089156 1.0585628 1.1473651 1.1369211 1.2433245 0.9176573 1.0221097 [136,] 2.1740116 2.080859 1.0093103 0.7104661 1.0599175 1.1483035 1.1380900 1.2440872 0.9185267 1.0229737 [137,] 2.1744042 2.081060 1.0095237 0.7106384 1.0600680 1.1484078 1.1382199 1.2441719 0.9186233 1.0230697 [138,] 2.1763673 2.082068 1.0105906 0.7114998 1.0608206 1.1489292 1.1388694 1.2445956 0.9191063 1.0235497 [139,] 2.1775451 2.082673 1.0112307 0.7120167 1.0612722 1.1492420 1.1392590 1.2448498 0.9193962 1.0238377 [140,] 2.1802933 2.084084 1.0127244 0.7132227 1.0623258 1.1499719 1.1401682 1.2454430 0.9200724 1.0245097 [141,] 2.1834341 2.085697 1.0144314 0.7146010 1.0635300 1.1508061 1.1412073 1.2461208 0.9208452 1.0252777 [142,] 2.1842194 2.086101 1.0148581 0.7149455 1.0638310 1.1510146 1.1414671 1.2462903 0.9210384 1.0254697 [143,] 2.1908936 2.089528 1.0184855 0.7178743 1.0663899 1.1527873 1.1436752 1.2477308 0.9226807 1.0271017 [144,] 2.1983531 2.093359 1.0225397 0.7211477 1.0692497 1.1547685 1.1461430 1.2493408 0.9245162 1.0289256 [145,] 2.2011014 2.094770 1.0240333 0.7223537 1.0703034 1.1554984 1.1470522 1.2499340 0.9251924 1.0295976 [146,] 2.2069904 2.097794 1.0272340 0.7249380 1.0725612 1.1570625 1.1490005 1.2512050 0.9266414 1.0310376 [147,] 2.2085609 2.098601 1.0280875 0.7256271 1.0731633 1.1574796 1.1495200 1.2515440 0.9270278 1.0314216 [148,] 2.2101313 2.099407 1.0289410 0.7263163 1.0737653 1.1578967 1.1500396 1.2518829 0.9274143 1.0318056 [149,] 2.2140573 2.101423 1.0310748 0.7280391 1.0752705 1.1589394 1.1513384 1.2527303 0.9283803 1.0327656 [150,] 2.2164129 2.102633 1.0323550 0.7290728 1.0761737 1.1595650 1.1521178 1.2532387 0.9289599 1.0333416 [151,] 2.2191612 2.104044 1.0338487 0.7302788 1.0772273 1.1602949 1.1530270 1.2538318 0.9296361 1.0340135 [152,] 2.2234798 2.106262 1.0361958 0.7321739 1.0788830 1.1614420 1.1544557 1.2547639 0.9306988 1.0350695 [153,] 2.2360432 2.112713 1.0430239 0.7376870 1.0836997 1.1647787 1.1586121 1.2574755 0.9337901 1.0381415 [154,] 2.2415396 2.115536 1.0460111 0.7400990 1.0858070 1.1662385 1.1604305 1.2586618 0.9351425 1.0394855 [155,] 2.2423249 2.115939 1.0464379 0.7404435 1.0861080 1.1664471 1.1606903 1.2588313 0.9353358 1.0396775 [156,] 2.2482139 2.118963 1.0496385 0.7430278 1.0883658 1.1680112 1.1626385 1.2601023 0.9367848 1.0411174 [157,] 2.2489991 2.119367 1.0500653 0.7433724 1.0886668 1.1682197 1.1628983 1.2602718 0.9369780 1.0413094 [158,] 2.2513548 2.120576 1.0513456 0.7444061 1.0895700 1.1688453 1.1636776 1.2607802 0.9375576 1.0418854 [159,] 2.2592069 2.124609 1.0556131 0.7478517 1.0925804 1.1709308 1.1662754 1.2624749 0.9394897 1.0438054 [160,] 2.2599921 2.125012 1.0560398 0.7481963 1.0928814 1.1711394 1.1665351 1.2626444 0.9396829 1.0439974 [161,] 2.2647033 2.127431 1.0586004 0.7502637 1.0946876 1.1723906 1.1680938 1.2636612 0.9408422 1.0451494 [162,] 2.2694146 2.129851 1.0611609 0.7523311 1.0964939 1.1736419 1.1696524 1.2646781 0.9420014 1.0463013 [163,] 2.2698072 2.130052 1.0613743 0.7525034 1.0966444 1.1737462 1.1697823 1.2647628 0.9420980 1.0463973 [164,] 2.2705924 2.130455 1.0618010 0.7528480 1.0969454 1.1739547 1.1700421 1.2649323 0.9422912 1.0465893 [165,] 2.2729480 2.131665 1.0630813 0.7538817 1.0978486 1.1745804 1.1708214 1.2654407 0.9428708 1.0471653 [166,] 2.2788371 2.134689 1.0662819 0.7564659 1.1001064 1.1761445 1.1727697 1.2667117 0.9443199 1.0486053 [167,] 2.2851188 2.137915 1.0696960 0.7592225 1.1025147 1.1778128 1.1748479 1.2680675 0.9458655 1.0501413 [168,] 2.2870818 2.138923 1.0707628 0.7600839 1.1032673 1.1783342 1.1754973 1.2684912 0.9463486 1.0506213 [169,] 2.2921857 2.141544 1.0735367 0.7623236 1.1052240 1.1796898 1.1771858 1.2695928 0.9476044 1.0518693 [170,] 2.2945413 2.142754 1.0748170 0.7633573 1.1061272 1.1803154 1.1779651 1.2701012 0.9481840 1.0524452 [171,] 2.2996451 2.145375 1.0775909 0.7655970 1.1080839 1.1816709 1.1796536 1.2712028 0.9494399 1.0536932 [172,] 2.3004304 2.145778 1.0780177 0.7659416 1.1083850 1.1818795 1.1799134 1.2713722 0.9496331 1.0538852 [173,] 2.3074972 2.149407 1.0818584 0.7690427 1.1110943 1.1837564 1.1822514 1.2728975 0.9513720 1.0556132 [174,] 2.3133863 2.152431 1.0850591 0.7716269 1.1133521 1.1853205 1.1841997 1.2741685 0.9528210 1.0570532 [175,] 2.3306609 2.161302 1.0944477 0.7792074 1.1199750 1.1899085 1.1899147 1.2778969 0.9570716 1.0612771 [176,] 2.3326239 2.162310 1.0955145 0.7800688 1.1207276 1.1904299 1.1905641 1.2783206 0.9575546 1.0617571 [177,] 2.3338018 2.162915 1.0961547 0.7805857 1.1211792 1.1907427 1.1909538 1.2785748 0.9578444 1.0620451 [178,] 2.3404760 2.166342 1.0997821 0.7835145 1.1237380 1.1925154 1.1931618 1.2800153 0.9594867 1.0636771 [179,] 2.3487207 2.170576 1.1042630 0.7871325 1.1268989 1.1947051 1.1958894 1.2817948 0.9615153 1.0656930 [180,] 2.3498985 2.171181 1.1049031 0.7876493 1.1273505 1.1950179 1.1962791 1.2820490 0.9618051 1.0659810 [181,] 2.3530394 2.172794 1.1066101 0.7890276 1.1285547 1.1958521 1.1973182 1.2827269 0.9625780 1.0667490 [182,] 2.3581432 2.175415 1.1093840 0.7912673 1.1305114 1.1972076 1.1990067 1.2838285 0.9638338 1.0679970 [183,] 2.3585359 2.175617 1.1095974 0.7914396 1.1306619 1.1973119 1.1991366 1.2839132 0.9639304 1.0680930 [184,] 2.3616767 2.177230 1.1113044 0.7928178 1.1318661 1.1981461 1.2001757 1.2845911 0.9647032 1.0688610 [185,] 2.3793439 2.186302 1.1209064 0.8005706 1.1386395 1.2028384 1.2060206 1.2884042 0.9690504 1.0731809 [186,] 2.3805217 2.186907 1.1215465 0.8010875 1.1390911 1.2031512 1.2064102 1.2886584 0.9693402 1.0734689 [187,] 2.3883738 2.190939 1.1258140 0.8045331 1.1421015 1.2052367 1.2090079 1.2903532 0.9712723 1.0753889 [188,] 2.3934777 2.193560 1.1285879 0.8067728 1.1440582 1.2065922 1.2106965 1.2914547 0.9725281 1.0766368 [189,] 2.3962259 2.194972 1.1300816 0.8079788 1.1451119 1.2073221 1.2116057 1.2920479 0.9732044 1.0773088 [190,] 2.4029002 2.198399 1.1337090 0.8109076 1.1476707 1.2090948 1.2138137 1.2934884 0.9748466 1.0789408 [191,] 2.4056484 2.199810 1.1352026 0.8121136 1.1487243 1.2098247 1.2147229 1.2940816 0.9755229 1.0796128 [192,] 2.4107523 2.202431 1.1379765 0.8143533 1.1506811 1.2111802 1.2164115 1.2951831 0.9767787 1.0808608 [193,] 2.4115375 2.202834 1.1384033 0.8146979 1.1509822 1.2113888 1.2166712 1.2953526 0.9769719 1.0810528 [194,] 2.4138931 2.204044 1.1396835 0.8157316 1.1518853 1.2120144 1.2174505 1.2958610 0.9775515 1.0816288 [195,] 2.4197822 2.207068 1.1428842 0.8183159 1.1541431 1.2135785 1.2193988 1.2971321 0.9790006 1.0830687 [196,] 2.4280269 2.211302 1.1473651 0.8219338 1.1573040 1.2157683 1.2221265 1.2989115 0.9810293 1.0850847 [197,] 2.4311677 2.212915 1.1490721 0.8233121 1.1585082 1.2166025 1.2231655 1.2995894 0.9818021 1.0858527 [198,] 2.4315603 2.213117 1.1492855 0.8234844 1.1586587 1.2167067 1.2232954 1.2996741 0.9818987 1.0859487 [199,] 2.4445163 2.219770 1.1563269 0.8291697 1.1636258 1.2201477 1.2275817 1.3024704 0.9850866 1.0891166 [200,] 2.4531536 2.224205 1.1610212 0.8329600 1.1669373 1.2224418 1.2304392 1.3043346 0.9872119 1.0912286 [201,] 2.4637539 2.229649 1.1667824 0.8376116 1.1710013 1.2252571 1.2339461 1.3066225 0.9898202 1.0938206 [202,] 2.4786729 2.237310 1.1748907 0.8441584 1.1767211 1.2292195 1.2388818 1.3098425 0.9934911 1.0974685 [203,] 2.4829915 2.239528 1.1772379 0.8460536 1.1783768 1.2303665 1.2403105 1.3107746 0.9945538 1.0985245 [204,] 2.4837768 2.239931 1.1776646 0.8463981 1.1786778 1.2305751 1.2405703 1.3109441 0.9947470 1.0987165 [205,] 2.4884880 2.242351 1.1802251 0.8484655 1.1804841 1.2318263 1.2421289 1.3119609 0.9959062 1.0998685 [206,] 2.5014440 2.249004 1.1872666 0.8541509 1.1854513 1.2352673 1.2464152 1.3147572 0.9990941 1.1030364 [207,] 2.5041922 2.250415 1.1887602 0.8553569 1.1865049 1.2359973 1.2473244 1.3153503 0.9997704 1.1037084 [208,] 2.5124369 2.254649 1.1932411 0.8589749 1.1896658 1.2381870 1.2500520 1.3171298 1.0017990 1.1057244 [209,] 2.5214668 2.259286 1.1981488 0.8629374 1.1931278 1.2405853 1.2530394 1.3190787 1.0040209 1.1079323 [210,] 2.5218594 2.259488 1.1983622 0.8631097 1.1932783 1.2406896 1.2531693 1.3191635 1.0041175 1.1080283 [211,] 2.5261781 2.261705 1.2007093 0.8650048 1.1949340 1.2418366 1.2545980 1.3200956 1.0051802 1.1090843 [212,] 2.5269633 2.262109 1.2011360 0.8653494 1.1952351 1.2420451 1.2548578 1.3202651 1.0053734 1.1092763 [213,] 2.5297115 2.263520 1.2026297 0.8665553 1.1962887 1.2427750 1.2557670 1.3208582 1.0060496 1.1099483 [214,] 2.5301041 2.263722 1.2028431 0.8667276 1.1964392 1.2428793 1.2558969 1.3209429 1.0061462 1.1100443 [215,] 2.5359932 2.266746 1.2060437 0.8693119 1.1986970 1.2444434 1.2578452 1.3222140 1.0083857 1.1114843 [216,] 2.5375636 2.267552 1.2068972 0.8700010 1.1992991 1.2448605 1.2583647 1.3225529 1.0091399 1.1118683 [217,] 2.5736832 2.286101 1.2265279 0.8858511 1.2131469 1.2544536 1.2703143 1.3303487 1.0264873 1.1207001 [218,] 2.5752537 2.286907 1.2273814 0.8865403 1.2137490 1.2548707 1.2708338 1.3306876 1.0272416 1.1210841 [219,] 2.5917431 2.295375 1.2363432 0.8937762 1.2200709 1.2592502 1.2762890 1.3342465 1.0351611 1.1251161 [220,] 2.5980247 2.298601 1.2397572 0.8965327 1.2224792 1.2609185 1.2783672 1.3356023 1.0381780 1.1266520 [221,] 2.6082325 2.303843 1.2453050 0.9010121 1.2263927 1.2636296 1.2817442 1.3378055 1.0430805 1.1291480 [222,] 2.6086251 2.304044 1.2455184 0.9011844 1.2265432 1.2637339 1.2818741 1.3378902 1.0432691 1.1292440 [223,] 2.6164772 2.308076 1.2497860 0.9046301 1.2295536 1.2658194 1.2844719 1.3395849 1.0470403 1.1311640 [224,] 2.6204032 2.310093 1.2519197 0.9063529 1.2310588 1.2668621 1.2857707 1.3404323 1.0489259 1.1321239 [225,] 2.6266849 2.313318 1.2553337 0.9091095 1.2334672 1.2685305 1.2878489 1.3417881 1.0519428 1.1336599 [226,] 2.6384630 2.319367 1.2617351 0.9142780 1.2379828 1.2716587 1.2917455 1.3443301 1.0575996 1.1365399 [227,] 2.6518116 2.326222 1.2689899 0.9201356 1.2431004 1.2752040 1.2961616 1.3472112 1.0640106 1.1398038 [228,] 2.6525968 2.326625 1.2694166 0.9204802 1.2434015 1.2754125 1.2964214 1.3473806 1.0643877 1.1399958 [229,] 2.6569154 2.328843 1.2717638 0.9223753 1.2450572 1.2765595 1.2978501 1.3483127 1.0664619 1.1410518 [230,] 2.6781161 2.339730 1.2832861 0.9316787 1.2531853 1.2821903 1.3048640 1.3528885 1.0766441 1.1462357 [231,] 2.7315103 2.367149 1.3123053 0.9551093 1.2736560 1.2963714 1.3225285 1.3644126 1.1022881 1.1592915 [232,] 2.7900084 2.397189 1.3440985 0.9807796 1.2960835 1.3119081 1.3418816 1.3770383 1.1303834 1.1735953 [233,] 2.7982531 2.401423 1.3485794 0.9843975 1.2992444 1.3140979 1.3446092 1.3788178 1.1343432 1.1756112 [234,] 2.8076756 2.406262 1.3537004 0.9885323 1.3028569 1.3166004 1.3477265 1.3808515 1.1388686 1.1779152 [235,] 2.8426175 2.424205 1.3726910 1.0038656 1.3162532 1.3258807 1.3592863 1.3883930 1.1556504 1.1864591 [236,] 2.8626403 2.434488 1.3835732 1.0126521 1.3239297 1.3311987 1.3659105 1.3927145 1.1652669 1.1913550 [237,] 2.8759889 2.441343 1.3908280 1.0185097 1.3290474 1.3347439 1.3703267 1.3955956 1.1716779 1.1946189 [238,] 2.8814853 2.444165 1.3938153 1.0209217 1.3311547 1.3362038 1.3721451 1.3967819 1.1743177 1.1959629 [239,] 2.8932635 2.450214 1.4002166 1.0260902 1.3356703 1.3393320 1.3760417 1.3993240 1.1799745 1.1988428 [240,] 2.9054342 2.456464 1.4068313 1.0314310 1.3403364 1.3425644 1.3800681 1.4019508 1.1858198 1.2018188 [241,] 2.9101455 2.458883 1.4093918 1.0334984 1.3421427 1.3438157 1.3816268 1.4029676 1.1880825 1.2029708 [242,] 3.0224304 2.516544 1.4704175 1.0827716 1.3851914 1.3736378 1.4187742 1.4272022 1.2420105 1.2404766 [243,] 3.0283195 2.519568 1.4736182 1.0853559 1.3874492 1.3752019 1.4207225 1.4284732 1.2448388 1.2425934 [244,] 3.1146925 2.563923 1.5205611 1.1232583 1.4205636 1.3981420 1.4492975 1.4471152 1.2863219 1.2736407 n=220 n=340 n=510 n=760 [1,] 0.7760523 0.7123257 0.7835685 0.6568215 [2,] 0.8134460 0.7653644 0.8115867 0.7129227 [3,] 0.8177636 0.7714884 0.8148218 0.7194004 [4,] 0.8277096 0.7855956 0.8222741 0.7343222 [5,] 0.8346486 0.7954378 0.8274734 0.7447327 [6,] 0.8436694 0.8082327 0.8342324 0.7582664 [7,] 0.8441320 0.8088889 0.8345790 0.7589605 [8,] 0.8502229 0.8175282 0.8391428 0.7680986 [9,] 0.8569306 0.8270423 0.8441687 0.7781621 [10,] 0.8672621 0.8416963 0.8519099 0.7936623 [11,] 0.8699606 0.8455238 0.8539318 0.7977108 [12,] 0.8702690 0.8459613 0.8541629 0.7981735 [13,] 0.8711171 0.8471642 0.8547983 0.7994459 [14,] 0.8729675 0.8497888 0.8561848 0.8022220 [15,] 0.8748950 0.8525228 0.8576290 0.8051139 [16,] 0.8770539 0.8555848 0.8592466 0.8083527 [17,] 0.8814486 0.8618182 0.8625395 0.8149460 [18,] 0.8825280 0.8633492 0.8633482 0.8165654 [19,] 0.8840700 0.8655364 0.8645036 0.8188789 [20,] 0.8957122 0.8820494 0.8732268 0.8363455 [21,] 0.8962519 0.8828149 0.8736312 0.8371552 [22,] 0.9028825 0.8922197 0.8785994 0.8471030 [23,] 0.9079711 0.8994374 0.8824122 0.8547374 [24,] 0.9092047 0.9011871 0.8833365 0.8565882 [25,] 0.9132140 0.9068737 0.8863405 0.8626032 [26,] 0.9161438 0.9110293 0.8885357 0.8669987 [27,] 0.9190736 0.9151849 0.8907310 0.8713943 [28,] 0.9223118 0.9197780 0.8931573 0.8762526 [29,] 0.9233141 0.9211996 0.8939083 0.8777563 [30,] 0.9243164 0.9226213 0.8946593 0.8792600 [31,] 0.9245477 0.9229493 0.8948326 0.8796071 [32,] 0.9256271 0.9244804 0.8956414 0.8812265 [33,] 0.9257042 0.9245897 0.8956992 0.8813422 [34,] 0.9258584 0.9248084 0.8958147 0.8815735 [35,] 0.9311013 0.9322448 0.8997430 0.8894392 [36,] 0.9321807 0.9337758 0.9005518 0.8910587 [37,] 0.9361128 0.9393530 0.9034980 0.8969580 [38,] 0.9364212 0.9397905 0.9037291 0.8974207 [39,] 0.9369609 0.9405560 0.9041335 0.8982304 [40,] 0.9386571 0.9429619 0.9054044 0.9007752 [41,] 0.9391968 0.9437274 0.9058088 0.9015849 [42,] 0.9411243 0.9464613 0.9072531 0.9044767 [43,] 0.9422037 0.9479923 0.9080618 0.9060961 [44,] 0.9427434 0.9487578 0.9084662 0.9069058 [45,] 0.9438228 0.9502889 0.9092750 0.9085252 [46,] 0.9451336 0.9521479 0.9102571 0.9104917 [47,] 0.9455191 0.9526947 0.9105459 0.9110700 [48,] 0.9500680 0.9591469 0.9139543 0.9178947 [49,] 0.9501451 0.9592562 0.9140121 0.9180104 [50,] 0.9577780 0.9700827 0.9197313 0.9294620 [51,] 0.9588574 0.9716137 0.9205400 0.9310814 [52,] 0.9598597 0.9730353 0.9212910 0.9325852 [53,] 0.9605536 0.9740196 0.9218110 0.9336262 [54,] 0.9623270 0.9765348 0.9231397 0.9362867 [55,] 0.9626354 0.9769722 0.9233708 0.9367494 [56,] 0.9631751 0.9777377 0.9237751 0.9375591 [57,] 0.9632522 0.9778471 0.9238329 0.9376748 [58,] 0.9655652 0.9811278 0.9255660 0.9411449 [59,] 0.9705767 0.9882361 0.9293210 0.9486637 [60,] 0.9708851 0.9886735 0.9295521 0.9491263 [61,] 0.9721958 0.9905326 0.9305342 0.9510928 [62,] 0.9723500 0.9907513 0.9306497 0.9513241 [63,] 0.9725042 0.9909701 0.9307652 0.9515555 [64,] 0.9726584 0.9911888 0.9308808 0.9517868 [65,] 0.9731981 0.9919543 0.9312852 0.9525965 [66,] 0.9762050 0.9962192 0.9335382 0.9571078 [67,] 0.9762821 0.9963286 0.9335960 0.9572234 [68,] 0.9764363 0.9965473 0.9337115 0.9574548 [69,] 0.9809082 1.0028901 0.9370621 0.9641638 [70,] 0.9831441 1.0060615 0.9387374 0.9675183 [71,] 0.9834525 1.0064989 0.9389685 0.9679810 [72,] 0.9841464 1.0074831 0.9394884 0.9690221 [73,] 0.9844548 1.0079206 0.9397195 0.9694847 [74,] 0.9846861 1.0082486 0.9398928 0.9698318 [75,] 0.9856884 1.0096703 0.9406438 0.9713355 [76,] 0.9861510 1.0103264 0.9409905 0.9720295 [77,] 0.9875388 1.0122949 0.9420303 0.9741116 [78,] 0.9886953 1.0139352 0.9428968 0.9758467 [79,] 0.9890037 1.0143727 0.9431279 0.9763094 [80,] 0.9896976 1.0153569 0.9436478 0.9773505 [81,] 0.9899289 1.0156850 0.9438212 0.9776975 [82,] 0.9920877 1.0187470 0.9454387 0.9809363 [83,] 0.9921648 1.0188564 0.9454965 0.9810520 [84,] 0.9927045 1.0196219 0.9459009 0.9818617 [85,] 0.9934755 1.0207154 0.9464786 0.9830184 [86,] 0.9935526 1.0208248 0.9465363 0.9831341 [87,] 0.9937839 1.0211529 0.9467096 0.9834811 [88,] 0.9964054 1.0248711 0.9486738 0.9874140 [89,] 0.9972535 1.0260740 0.9493093 0.9886864 [90,] 0.9974077 1.0262927 0.9494248 0.9889178 [91,] 0.9975619 1.0265114 0.9495403 0.9891491 [92,] 0.9976390 1.0266208 0.9495981 0.9892648 [93,] 0.9979474 1.0270582 0.9498292 0.9897275 [94,] 1.0004917 1.0306670 0.9517356 0.9935447 [95,] 1.0008772 1.0312138 0.9520244 0.9941230 [96,] 1.0013398 1.0318700 0.9523710 0.9948171 [97,] 1.0032673 1.0346039 0.9538153 0.9977089 [98,] 1.0038841 1.0354788 0.9542774 0.9986343 [99,] 1.0048864 1.0369004 0.9550284 1.0001380 [100,] 1.0055032 1.0377753 0.9554906 1.0010634 [101,] 1.0062742 1.0388689 0.9560683 1.0022201 [102,] 1.0065055 1.0391970 0.9562416 1.0025671 [103,] 1.0066597 1.0394157 0.9563571 1.0027985 [104,] 1.0073536 1.0403999 0.9568771 1.0038395 [105,] 1.0076620 1.0408373 0.9571081 1.0043022 [106,] 1.0082788 1.0417122 0.9575703 1.0052276 [107,] 1.0085872 1.0421496 0.9578014 1.0056903 [108,] 1.0092811 1.0431338 0.9583213 1.0067313 [109,] 1.0104376 1.0447742 0.9591878 1.0084664 [110,] 1.0112086 1.0458678 0.9597655 1.0096232 [111,] 1.0118255 1.0467427 0.9602277 1.0105485 [112,] 1.0122110 1.0472895 0.9605165 1.0111269 [113,] 1.0139072 1.0496953 0.9617875 1.0136717 [114,] 1.0156805 1.0522106 0.9631162 1.0163322 [115,] 1.0166057 1.0535229 0.9638094 1.0177203 [116,] 1.0172225 1.0543977 0.9642716 1.0186456 [117,] 1.0178393 1.0552726 0.9647337 1.0195710 [118,] 1.0184561 1.0561475 0.9651959 1.0204964 [119,] 1.0187645 1.0565849 0.9654270 1.0209591 [120,] 1.0188416 1.0566942 0.9654847 1.0210748 [121,] 1.0199210 1.0582253 0.9662935 1.0226942 [122,] 1.0205378 1.0591001 0.9667557 1.0236196 [123,] 1.0228508 1.0623809 0.9684887 1.0270897 [124,] 1.0245470 1.0647867 0.9697597 1.0297088 [125,] 1.0246241 1.0648961 0.9698174 1.0298335 [126,] 1.0249325 1.0653335 0.9700485 1.0303324 [127,] 1.0253951 1.0659897 0.9703951 1.0310807 [128,] 1.0263974 1.0674113 0.9711461 1.0327019 [129,] 1.0268600 1.0680675 0.9714928 1.0334502 [130,] 1.0269371 1.0681768 0.9715505 1.0335749 [131,] 1.0273997 1.0688330 0.9718971 1.0343232 [132,] 1.0274768 1.0689423 0.9719549 1.0344479 [133,] 1.0282478 1.0700359 0.9725326 1.0356951 [134,] 1.0285562 1.0704734 0.9727637 1.0361940 [135,] 1.0288647 1.0709108 0.9729948 1.0366928 [136,] 1.0295586 1.0718950 0.9735147 1.0378152 [137,] 1.0296357 1.0720044 0.9735725 1.0379400 [138,] 1.0300212 1.0725512 0.9738613 1.0385635 [139,] 1.0302525 1.0728792 0.9740346 1.0389377 [140,] 1.0307922 1.0736447 0.9744390 1.0398107 [141,] 1.0314090 1.0745196 0.9749012 1.0408084 [142,] 1.0315632 1.0747383 0.9750167 1.0410578 [143,] 1.0328739 1.0765974 0.9759988 1.0431780 [144,] 1.0343388 1.0786752 0.9770964 1.0455475 [145,] 1.0348785 1.0794407 0.9775008 1.0464205 [146,] 1.0360350 1.0810811 0.9783673 1.0482913 [147,] 1.0363434 1.0815185 0.9785984 1.0487901 [148,] 1.0366518 1.0819560 0.9788295 1.0492890 [149,] 1.0374228 1.0830495 0.9794072 1.0505361 [150,] 1.0378854 1.0837057 0.9797538 1.0512844 [151,] 1.0384251 1.0844712 0.9801582 1.0521574 [152,] 1.0392732 1.0856741 0.9807936 1.0535293 [153,] 1.0417404 1.0891736 0.9826423 1.0575201 [154,] 1.0428198 1.0907046 0.9834510 1.0592661 [155,] 1.0429740 1.0909233 0.9835666 1.0595156 [156,] 1.0441305 1.0925637 0.9844331 1.0613863 [157,] 1.0442847 1.0927824 0.9845487 1.0616357 [158,] 1.0447473 1.0934386 0.9848953 1.0623840 [159,] 1.0462894 1.0956257 0.9860507 1.0648783 [160,] 1.0464436 1.0958444 0.9861662 1.0651277 [161,] 1.0473688 1.0971567 0.9868594 1.0666243 [162,] 1.0482940 1.0984690 0.9875527 1.0681209 [163,] 1.0483711 1.0985784 0.9876104 1.0682456 [164,] 1.0485253 1.0987971 0.9877260 1.0684950 [165,] 1.0489879 1.0994532 0.9880726 1.0692433 [166,] 1.0501444 1.1010936 0.9889391 1.0711140 [167,] 1.0513780 1.1028433 0.9898635 1.0731095 [168,] 1.0517635 1.1033901 0.9901523 1.0737330 [169,] 1.0527658 1.1048118 0.9909033 1.0753543 [170,] 1.0532284 1.1054679 0.9912499 1.0761026 [171,] 1.0542307 1.1068896 0.9920009 1.0777239 [172,] 1.0543849 1.1071083 0.9921165 1.0779733 [173,] 1.0557727 1.1090768 0.9931563 1.0802182 [174,] 1.0569292 1.1107171 0.9940229 1.0820889 [175,] 1.0603216 1.1155289 0.9965647 1.0875764 [176,] 1.0607071 1.1160757 0.9968536 1.0881999 [177,] 1.0609384 1.1164037 0.9970269 1.0885741 [178,] 1.0622491 1.1182628 0.9980090 1.0906942 [179,] 1.0638683 1.1205594 0.9992221 1.0933132 [180,] 1.0640996 1.1208874 0.9993954 1.0936874 [181,] 1.0647164 1.1217623 0.9998576 1.0946851 [182,] 1.0657187 1.1231839 1.0006086 1.0963064 [183,] 1.0657958 1.1232933 1.0006664 1.0964311 [184,] 1.0664126 1.1241682 1.0011285 1.0974288 [185,] 1.0698821 1.1290893 1.0037281 1.1030410 [186,] 1.0701134 1.1294174 1.0039015 1.1034151 [187,] 1.0716554 1.1316045 1.0050568 1.1059094 [188,] 1.0726577 1.1330262 1.0058078 1.1075307 [189,] 1.0731974 1.1337917 1.0062122 1.1084037 [190,] 1.0745081 1.1356508 1.0071943 1.1105238 [191,] 1.0750478 1.1364163 1.0075987 1.1113968 [192,] 1.0760501 1.1378379 1.0083497 1.1130181 [193,] 1.0762043 1.1380566 1.0084652 1.1132676 [194,] 1.0766669 1.1387128 1.0088119 1.1140158 [195,] 1.0778234 1.1403532 1.0096784 1.1158866 [196,] 1.0794425 1.1426497 1.0108916 1.1185056 [197,] 1.0800594 1.1435245 1.0113537 1.1195033 [198,] 1.0801365 1.1436339 1.0114115 1.1196280 [199,] 1.0826808 1.1472427 1.0133179 1.1237436 [200,] 1.0843770 1.1496486 1.0145888 1.1264873 [201,] 1.0864587 1.1526013 1.0161486 1.1298546 [202,] 1.0893885 1.1567569 1.0183438 1.1345938 [203,] 1.0902366 1.1579598 1.0189793 1.1359656 [204,] 1.0903908 1.1581785 1.0190948 1.1362150 [205,] 1.0913160 1.1594908 1.0197881 1.1377116 [206,] 1.0938603 1.1630996 1.0216945 1.1418272 [207,] 1.0944000 1.1638651 1.0220988 1.1427002 [208,] 1.0960191 1.1661617 1.0233120 1.1453192 [209,] 1.0977925 1.1686769 1.0246407 1.1481876 [210,] 1.0978696 1.1687863 1.0246985 1.1483124 [211,] 1.0987177 1.1699892 1.0253339 1.1496842 [212,] 1.0988719 1.1702079 1.0254495 1.1499336 [213,] 1.0994116 1.1709734 1.0258539 1.1508066 [214,] 1.0994887 1.1710828 1.0259116 1.1509314 [215,] 1.1006452 1.1727231 1.0267782 1.1528021 [216,] 1.1009536 1.1731606 1.0270093 1.1533009 [217,] 1.1080468 1.1832215 1.0323241 1.1647747 [218,] 1.1083552 1.1836590 1.0325551 1.1652735 [219,] 1.1115934 1.1882520 1.0349814 1.1705115 [220,] 1.1128270 1.1900017 1.0359058 1.1725070 [221,] 1.1148317 1.1928450 1.0374078 1.1757496 [222,] 1.1149088 1.1929544 1.0374655 1.1758743 [223,] 1.1164508 1.1951416 1.0386209 1.1783686 [224,] 1.1172218 1.1962351 1.0391986 1.1796157 [225,] 1.1184554 1.1979849 1.0401229 1.1816111 [226,] 1.1207684 1.2012656 1.0418560 1.1853526 [227,] 1.1233898 1.2049838 1.0438202 1.1895929 [228,] 1.1235440 1.2052025 1.0439357 1.1898423 [229,] 1.1243921 1.2064054 1.0445712 1.1912142 [230,] 1.1285555 1.2123108 1.0476907 1.1979488 [231,] 1.1390412 1.2271835 1.0592655 1.2149099 [232,] 1.1505292 1.2434778 1.0854953 1.2334924 [233,] 1.1521483 1.2457743 1.0891921 1.2361114 [234,] 1.1539987 1.2483989 1.0934170 1.2391046 [235,] 1.1608606 1.2581318 1.1090845 1.2502042 [236,] 1.1647928 1.2637091 1.1180625 1.2565646 [237,] 1.1674142 1.2674272 1.1240478 1.2608049 [238,] 1.1684936 1.2689582 1.1265124 1.2625509 [239,] 1.1708066 1.2722390 1.1317935 1.2662923 [240,] 1.1731967 1.2756291 1.1372507 1.2701585 [241,] 1.1741219 1.2769414 1.1393632 1.2716551 [242,] 1.1961726 1.3082178 1.1897104 1.3073234 [243,] 1.1973291 1.3098582 1.1923510 1.3091942 [244,] 1.2142912 1.3339169 1.2310795 1.3366314 > > pSq.1 <- vapply(LseRSqr, predict, FUN.VALUE=newd, newdata = newd, deriv = 1) > print(pSq.1, digits = 3) n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150 n=220 n=340 n=510 n=760 [1,] 0.23 -0.856 -0.389 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.8664 [2,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.8664 [3,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.8664 [4,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [5,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [6,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [7,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [8,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [9,] 0.23 -0.856 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [10,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [11,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [12,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [13,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [14,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [15,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [16,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [17,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [18,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [19,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [20,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [21,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [22,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [23,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [24,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [25,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [26,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [27,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [28,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [29,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [30,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [31,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [32,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [33,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [34,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [35,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [36,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [37,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [38,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [39,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [40,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [41,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [42,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [43,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [44,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [45,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 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0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [67,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [68,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [69,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [70,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [71,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [72,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [73,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [74,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [75,] 0.23 0.722 0.487 -0.397 0.199 -0.449 -0.294 0.014 -0.449 -0.608 -0.247 -0.671 -0.554 -0.0138 [76,] 0.23 0.722 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0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.554 -0.0138 [128,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.554 -0.0138 [129,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.554 -0.0138 [130,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.554 -0.0138 [131,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.554 -0.0138 [132,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.554 -0.0138 [133,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.554 -0.0138 [134,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.554 -0.0138 [135,] 0.23 0.722 0.487 -0.397 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.554 -0.0138 [136,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.554 -0.0138 [137,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 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[148,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 -0.554 -0.0138 [149,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.370 -0.0138 [150,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.370 -0.0138 [151,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.370 -0.0138 [152,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [153,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [154,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [155,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [156,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [157,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [158,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [159,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [160,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [161,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [162,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [163,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [164,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [165,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [166,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [167,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [168,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [169,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [170,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [171,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [172,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [173,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [174,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [175,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [176,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [177,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [178,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.247 0.716 0.550 -0.0138 [179,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138 [180,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138 [181,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138 [182,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138 [183,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138 [184,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138 [185,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138 [186,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138 [187,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138 [188,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138 [189,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138 [190,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138 [191,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 -0.127 0.716 0.550 -0.0138 [192,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 -0.0138 [193,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 -0.0138 [194,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 -0.0138 [195,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 -0.0138 [196,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [197,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [198,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [199,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [200,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [201,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [202,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [203,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [204,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [205,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [206,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [207,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [208,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [209,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [210,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [211,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [212,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [213,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [214,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [215,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [216,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [217,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [218,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [219,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [220,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [221,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [222,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [223,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [224,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [225,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [226,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [227,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [228,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.1628 [229,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968 [230,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968 [231,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968 [232,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968 [233,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968 [234,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968 [235,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968 [236,] 0.23 0.722 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968 [237,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968 [238,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968 [239,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968 [240,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968 [241,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 -0.449 0.265 0.410 0.716 0.550 0.2968 [242,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 0.075 0.265 0.410 0.716 0.689 0.2968 [243,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 0.075 0.265 0.410 0.716 0.689 0.2968 [244,] 0.23 1.484 0.487 0.507 0.199 0.535 0.279 0.014 0.963 0.265 0.410 0.716 0.689 0.4855 > > pEx.1 <- vapply(LseRExp, predict, FUN.VALUE=newd, newdata = newd, deriv = 1) > print(pEx.1, digits = 3) n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150 n=220 n=340 n=510 n=760 [1,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [2,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [3,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [4,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [5,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [6,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [7,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [8,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [9,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [10,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [11,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [12,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [13,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [14,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [15,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [16,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [17,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [18,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [19,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [20,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [21,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [22,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [23,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [24,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [25,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [26,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [27,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [28,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [29,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [30,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [31,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [32,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [33,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [34,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [35,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [36,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [37,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [38,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [39,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [40,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [41,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [42,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [43,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [44,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [45,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [46,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [47,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [48,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [49,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [50,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [51,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [52,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [53,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [54,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [55,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [56,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [57,] 3.93 1.72 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [58,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [59,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [60,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [61,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [62,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [63,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [64,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [65,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [66,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [67,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [68,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [69,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [70,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [71,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [72,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [73,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [74,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [75,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [76,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [77,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [78,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [79,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [80,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [81,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [82,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [83,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [84,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [85,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [86,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [87,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [88,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [89,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [90,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [91,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [92,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [93,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [94,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [95,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [96,] 3.93 2.02 2.13 1.36 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [97,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [98,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [99,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [100,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [101,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [102,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [103,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [104,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [105,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [106,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [107,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [108,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [109,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [110,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [111,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [112,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [113,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [114,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [115,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [116,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [117,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [118,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [119,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [120,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [121,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [122,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [123,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.16 [124,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [125,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [126,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [127,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [128,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [129,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [130,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [131,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [132,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [133,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [134,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [135,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [136,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [137,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [138,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [139,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [140,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [141,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [142,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [143,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [144,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [145,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [146,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [147,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [148,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [149,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [150,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [151,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [152,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [153,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [154,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [155,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [156,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [157,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [158,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [159,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [160,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [161,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [162,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [163,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [164,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [165,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [166,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [167,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [168,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [169,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [170,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [171,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [172,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [173,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [174,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [175,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [176,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [177,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [178,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [179,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [180,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [181,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [182,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [183,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [184,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [185,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [186,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [187,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [188,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [189,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [190,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [191,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [192,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [193,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [194,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [195,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [196,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [197,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [198,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [199,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [200,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [201,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [202,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [203,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [204,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [205,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [206,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [207,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [208,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [209,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [210,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [211,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [212,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [213,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [214,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 0.966 0.96 0.771 1.09 0.578 1.25 [215,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [216,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [217,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [218,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [219,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [220,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [221,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [222,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [223,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [224,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [225,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [226,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [227,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [228,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [229,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [230,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 0.578 1.25 [231,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [232,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [233,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [234,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [235,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [236,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [237,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [238,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [239,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [240,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [241,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 0.96 0.771 1.09 1.760 1.25 [242,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 1.41 0.771 1.09 1.760 1.25 [243,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 1.41 0.771 1.09 1.760 1.25 [244,] 3.93 2.02 2.13 1.72 1.51 1.04 1.3 0.847 1.886 1.41 0.771 1.09 1.760 1.25 > > ### 4. original from ../man/cvx.pen.reg.Rd (w/ n = 50) =================================== > doPEN <- function(d, lambda, ...) doEst(d, cvx.pen.reg, lambda=lambda, ...) > > ## here n=4 produces tons of NaN (now gives error "Number of samples must be at least 5."): > if(!inherits( try(penr <- with(d.sqr[["n=4"]], cvx.pen.reg(x, y, lambda = 0.1))), + "try-error")) str(penr) ## mostly NaN [C code using `n - 5`] Error in cvx.pen.reg(x, y, lambda = 0.1) : Number of samples must be at least 5. > ##=> > d.sqr_ <- d.sqr[n.s >= 5] > d.exp_ <- d.exp[n.s >= 5] > > Pen01.sqr <- lapply(d.sqr_, doPEN, lambda = 0.1) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 > Pen02.sqr <- lapply(d.sqr_, doPEN, lambda = 0.2) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.02 0.00 0.02 > Pen05.sqr <- lapply(d.sqr_, doPEN, lambda = 0.5) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.03 0.00 0.03 user.self sys.self elapsed 0.02 0.00 0.01 > Pen10.sqr <- lapply(d.sqr_, doPEN, lambda = 1.0) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.07 0.00 0.08 user.self sys.self elapsed 0 0 0 > > Pen01.exp <- lapply(d.exp_, doPEN, lambda = 0.1) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 > Pen02.exp <- lapply(d.exp_, doPEN, lambda = 0.2) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.02 0.00 0.02 > Pen05.exp <- lapply(d.exp_, doPEN, lambda = 0.5) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 > > Pen01Sqr <- lapply(Pen01.sqr, `[[`, "fit") > Pen02Sqr <- lapply(Pen02.sqr, `[[`, "fit") > Pen05Sqr <- lapply(Pen05.sqr, `[[`, "fit") > Pen10Sqr <- lapply(Pen10.sqr, `[[`, "fit") > prMilli(t(sapply(Pen01.sqr, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 . . . n=220 . . . n=340 . . . n=510 . . . n=760 . . . > prMilli(t(sapply(Pen02.sqr, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 . . . n=220 . . . n=340 . . . n=510 . . . n=760 20 . 20 > prMilli(t(sapply(Pen05.sqr, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 . . . n=220 . . . n=340 . . . n=510 30 . 30 n=760 20 . 10 > prMilli(t(sapply(Pen10.sqr, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 . . . n=220 . . . n=340 . . . n=510 70 . 80 n=760 . . . > > Pen01Exp <- lapply(Pen01.exp, `[[`, "fit") > Pen02Exp <- lapply(Pen02.exp, `[[`, "fit") > Pen05Exp <- lapply(Pen05.exp, `[[`, "fit") > prMilli(t(sapply(Pen01.exp, `[[`, "sys.tm"))) # in milli sec Times [milli-seconds]: user.self sys.self elapsed n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 . . . n=220 . . . n=340 . . . n=510 . . . n=760 . . . > prMilli(t(sapply(Pen02.exp, `[[`, "sys.tm"))) # in milli sec Times [milli-seconds]: user.self sys.self elapsed n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 . . . n=220 . . . n=340 . . . n=510 . . . n=760 20 . 20 > prMilli(t(sapply(Pen05.exp, `[[`, "sys.tm"))) # in milli sec Times [milli-seconds]: user.self sys.self elapsed n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 . . . n=220 . . . n=340 . . . n=510 . . . n=760 . . . > > > if(do.pdf) pdf("cvxPen01_sqr.pdf"); invisible( lapply(Pen01Sqr, plot) ) ; if(do.pdf) dev.off() null device 1 > if(do.pdf) pdf("cvxPen02_sqr.pdf"); invisible( lapply(Pen02Sqr, plot) ) ; if(do.pdf) dev.off() null device 1 > if(do.pdf) pdf("cvxPen05_sqr.pdf"); invisible( lapply(Pen05Sqr, plot) ) ; if(do.pdf) dev.off() null device 1 > if(do.pdf) pdf("cvxPen10_sqr.pdf"); invisible( lapply(Pen10Sqr, plot) ) ; if(do.pdf) dev.off() null device 1 > > if(do.pdf) pdf("cvxPen01_exp.pdf"); invisible( lapply(Pen01Exp, plot) ) ; if(do.pdf) dev.off() null device 1 > if(do.pdf) pdf("cvxPen02_exp.pdf"); invisible( lapply(Pen02Exp, plot) ) ; if(do.pdf) dev.off() null device 1 > if(do.pdf) pdf("cvxPen05_exp.pdf"); invisible( lapply(Pen05Exp, plot) ) ; if(do.pdf) dev.off() null device 1 > > dim(prV <- matrix(newd, nrow=length(newd), ncol= ncol(predict(Pen01Sqr[[3]], newdata=1:11)))) [1] 244 3 > str(pSq1 <- vapply(Pen01Sqr, predict, FUN.VALUE=prV, newdata = newd)); pSq1 num [1:244, 1:3, 1:13] -0.306 -0.258 -0.252 -0.239 -0.23 ... - attr(*, "dimnames")=List of 3 ..$ : NULL ..$ : chr [1:3] "newdata" "fun" "1der" ..$ : chr [1:13] "n=6" "n=9" "n=13" "n=20" ... , , n=6 newdata fun 1der [1,] -0.3064 -0.066569733 -0.426219224 [2,] -0.2579 -0.084904121 -0.328933502 [3,] -0.2523 -0.086713751 -0.317351026 [4,] -0.2394 -0.090634123 -0.290394666 [5,] -0.2304 -0.093162162 -0.271360535 [6,] -0.2187 -0.096190999 -0.246336782 [7,] -0.2181 -0.096338414 -0.245045000 [8,] -0.2102 -0.098206875 -0.227959065 [9,] -0.2015 -0.100107670 -0.208976311 [10,] -0.1881 -0.102711113 -0.179639157 [11,] -0.1846 -0.103326520 -0.172025625 [12,] -0.1842 -0.103395156 -0.171156892 [13,] -0.1831 -0.103582116 -0.168769341 [14,] -0.1807 -0.103980918 -0.163567594 [15,] -0.1782 -0.104383075 -0.158159981 [16,] -0.1754 -0.104817459 -0.152116628 [17,] -0.1697 -0.105649557 -0.139857094 [18,] -0.1683 -0.105843255 -0.136854804 [19,] -0.1663 -0.106112680 -0.132571854 [20,] -0.1512 -0.107871597 -0.100464785 [21,] -0.1505 -0.107941405 -0.098986196 [22,] -0.1419 -0.108714786 -0.080891660 [23,] -0.1353 -0.109203097 -0.067094207 [24,] -0.1337 -0.109307780 -0.063761015 [25,] -0.1285 -0.109611233 -0.052959532 [26,] -0.1247 -0.109797531 -0.045096498 [27,] -0.1209 -0.109953999 -0.037259099 [28,] -0.1167 -0.110092348 -0.028626537 [29,] -0.1154 -0.110127829 -0.025960900 [30,] -0.1141 -0.110159847 -0.023298264 [31,] -0.1138 -0.110166745 -0.022684235 [32,] -0.1124 -0.110196498 -0.019820881 [33,] -0.1123 -0.110198470 -0.019616489 [34,] -0.1121 -0.110202352 -0.019207758 [35,] -0.1053 -0.110285813 -0.005353158 [36,] -0.1039 -0.110291317 -0.002510930 [37,] -0.0988 -0.110277776 0.007813472 [38,] -0.0984 -0.110274489 0.008621277 [39,] -0.0977 -0.110267960 0.010034251 [40,] -0.0955 -0.110241004 0.014469362 [41,] -0.0948 -0.110230382 0.015878732 [42,] -0.0923 -0.110184400 0.020905095 [43,] -0.0909 -0.110153166 0.023715012 [44,] -0.0902 -0.110136074 0.025118666 [45,] -0.0888 -0.110098944 0.027923363 [46,] -0.0871 -0.110048583 0.031324389 [47,] -0.0866 -0.110032671 0.032323714 [48,] -0.0807 -0.109807243 0.044082234 [49,] -0.0806 -0.109802824 0.044280998 [50,] -0.0707 -0.109267330 0.063870792 [51,] -0.0693 -0.109175981 0.066627023 [52,] -0.0680 -0.109087704 0.069183264 [53,] -0.0671 -0.109024643 0.070951213 [54,] -0.0648 -0.108856265 0.075462769 [55,] -0.0644 -0.108825923 0.076246429 [56,] -0.0637 -0.108772071 0.077617151 [57,] -0.0636 -0.108764299 0.077812897 [58,] -0.0606 -0.108522061 0.083677031 [59,] -0.0541 -0.107937004 0.096327843 [60,] -0.0537 -0.107898318 0.097103904 [61,] -0.0520 -0.107730440 0.100398997 [62,] -0.0518 -0.107710321 0.100786317 [63,] -0.0516 -0.107690125 0.101173567 [64,] -0.0514 -0.107669852 0.101560746 [65,] -0.0507 -0.107598285 0.102915312 [66,] -0.0468 -0.107182221 0.110446254 [67,] -0.0467 -0.107171167 0.110639000 [68,] -0.0465 -0.107149001 0.111024439 [69,] -0.0407 -0.106472704 0.122171274 [70,] -0.0378 -0.106110355 0.127722295 [71,] -0.0374 -0.106059113 0.128486782 [72,] -0.0365 -0.105942701 0.130205838 [73,] -0.0361 -0.105890466 0.130969401 [74,] -0.0358 -0.105851089 0.131541887 [75,] -0.0345 -0.105678473 0.134020814 [76,] -0.0339 -0.105597718 0.135163922 [77,] -0.0321 -0.105351339 0.138589411 [78,] -0.0306 -0.105141317 0.141439592 [79,] -0.0302 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[232,] 0.1793 -0.035508111 0.516187511 [233,] 0.1814 -0.034420349 0.519775205 [234,] 0.1838 -0.033167972 0.523871749 [235,] 0.1927 -0.028438025 0.539028855 [236,] 0.1978 -0.025666884 0.547690074 [237,] 0.2012 -0.023794942 0.553447288 [238,] 0.2026 -0.023018462 0.555808781 [239,] 0.2056 -0.021343466 0.560850631 [240,] 0.2087 -0.019596788 0.566034053 [241,] 0.2099 -0.018916347 0.568033310 [242,] 0.2385 -0.002000826 0.614488343 [243,] 0.2400 -0.001077313 0.616861546 [244,] 0.2620 0.012871037 0.650944279 , , n=9 newdata fun 1der [1,] -0.3064 0.2413862 0.1860076 [2,] -0.2579 0.2511301 0.2079039 [3,] -0.2523 0.2523021 0.2106566 [4,] -0.2394 0.2550601 0.2169234 [5,] -0.2304 0.2570318 0.2212342 [6,] -0.2187 0.2596527 0.2267629 [7,] -0.2181 0.2597888 0.2270441 [8,] -0.2102 0.2615970 0.2307260 [9,] -0.2015 0.2636218 0.2347357 [10,] -0.1881 0.2668082 0.2408193 [11,] -0.1846 0.2676538 0.2423899 [12,] -0.1842 0.2677508 0.2425690 [13,] -0.1831 0.2680179 0.2430607 [14,] -0.1807 0.2686025 0.2441311 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[220,] 0.1304 0.3647342 0.3701290 [221,] 0.1330 0.3656977 0.3709988 [222,] 0.1331 0.3657348 0.3710321 [223,] 0.1351 0.3664775 0.3716978 [224,] 0.1361 0.3668494 0.3720296 [225,] 0.1377 0.3674451 0.3725589 [226,] 0.1407 0.3685642 0.3735466 [227,] 0.1441 0.3698362 0.3746582 [228,] 0.1443 0.3699111 0.3747234 [229,] 0.1454 0.3703235 0.3750811 [230,] 0.1508 0.3723537 0.3768249 [231,] 0.1644 0.3775079 0.3811251 [232,] 0.1793 0.3832208 0.3856860 [233,] 0.1814 0.3840314 0.3863162 [234,] 0.1838 0.3849594 0.3870326 [235,] 0.1927 0.3884157 0.3896536 [236,] 0.1978 0.3904067 0.3911303 [237,] 0.2012 0.3917382 0.3921045 [238,] 0.2026 0.3922875 0.3925032 [239,] 0.2056 0.3934662 0.3933530 [240,] 0.2087 0.3946870 0.3942245 [241,] 0.2099 0.3951603 0.3945600 [242,] 0.2385 0.4065561 0.4022547 [243,] 0.2400 0.4071598 0.4026423 [244,] 0.2620 0.4160790 0.4081438 , , n=13 newdata fun 1der [1,] -0.3064 0.1888446 -0.3655846396 [2,] -0.2579 0.1725721 -0.3052106336 [3,] -0.2523 0.1708826 -0.2981471205 [4,] -0.2394 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0.1392816 0.0776506884 [137,] 0.0225 0.1392894 0.0777970252 [138,] 0.0230 0.1393285 0.0785282868 [139,] 0.0233 0.1393521 0.0789667060 [140,] 0.0240 0.1394077 0.0799886992 [141,] 0.0248 0.1394722 0.0811550029 [142,] 0.0250 0.1394885 0.0814462974 [143,] 0.0267 0.1396290 0.0839177557 [144,] 0.0286 0.1397911 0.0866703491 [145,] 0.0293 0.1398521 0.0876819014 [146,] 0.0308 0.1399853 0.0898448702 [147,] 0.0312 0.1400213 0.0904205924 [148,] 0.0316 0.1400576 0.0909958644 [149,] 0.0326 0.1401493 0.0924320744 [150,] 0.0332 0.1402050 0.0932924495 [151,] 0.0339 0.1402707 0.0942949400 [152,] 0.0350 0.1403753 0.0958674961 [153,] 0.0382 0.1406893 0.1004228428 [154,] 0.0396 0.1408313 0.1024067451 [155,] 0.0398 0.1408518 0.1026897095 [156,] 0.0413 0.1410075 0.1048083539 [157,] 0.0415 0.1410284 0.1050903613 [158,] 0.0421 0.1410918 0.1059357084 [159,] 0.0441 0.1413064 0.1087462149 [160,] 0.0443 0.1413282 0.1090266464 [161,] 0.0455 0.1414601 0.1107068716 [162,] 0.0467 0.1415939 0.1123830442 [163,] 0.0468 0.1416052 0.1125225423 [164,] 0.0470 0.1416277 0.1128014541 [165,] 0.0476 0.1416956 0.1136375142 [166,] 0.0491 0.1418676 0.1157232319 [167,] 0.0507 0.1420546 0.1179410181 [168,] 0.0512 0.1421137 0.1186325988 [169,] 0.0525 0.1422691 0.1204274160 [170,] 0.0531 0.1423416 0.1212541890 [171,] 0.0544 0.1425004 0.1230420550 [172,] 0.0546 0.1425250 0.1233166892 [173,] 0.0564 0.1427492 0.1257833311 [174,] 0.0579 0.1429394 0.1278319008 [175,] 0.0623 0.1435151 0.1338045095 [176,] 0.0628 0.1435821 0.1344797676 [177,] 0.0631 0.1436225 0.1348845848 [178,] 0.0648 0.1438538 0.1371737644 [179,] 0.0669 0.1441448 0.1399903456 [180,] 0.0672 0.1441869 0.1403917012 [181,] 0.0680 0.1442996 0.1414607446 [182,] 0.0693 0.1444846 0.1431940987 [183,] 0.0694 0.1444990 0.1433272366 [184,] 0.0702 0.1446140 0.1443913270 [185,] 0.0747 0.1452772 0.1503432751 [186,] 0.0750 0.1453224 0.1507380454 [187,] 0.0770 0.1456265 0.1533633746 [188,] 0.0783 0.1458270 0.1550638020 [189,] 0.0790 0.1459358 0.1559774468 [190,] 0.0807 0.1462029 0.1581905573 [191,] 0.0814 0.1463139 0.1590994741 [192,] 0.0827 0.1465219 0.1607838041 [193,] 0.0829 0.1465540 0.1610425096 [194,] 0.0835 0.1466509 0.1618179508 [195,] 0.0850 0.1468951 0.1637521214 [196,] 0.0871 0.1472418 0.1664493224 [197,] 0.0879 0.1473754 0.1674735630 [198,] 0.0880 0.1473921 0.1676014664 [199,] 0.0913 0.1479521 0.1718064918 [200,] 0.0935 0.1483332 0.1745928159 [201,] 0.0962 0.1488092 0.1779937793 [202,] 0.1000 0.1494946 0.1827455643 [203,] 0.1011 0.1496964 0.1841134967 [204,] 0.1013 0.1497332 0.1843618458 [205,] 0.1025 0.1499553 0.1858495765 [206,] 0.1058 0.1505754 0.1899199403 [207,] 0.1065 0.1507086 0.1907794109 [208,] 0.1086 0.1511120 0.1933495487 [209,] 0.1109 0.1515599 0.1961502214 [210,] 0.1110 0.1515795 0.1962716521 [211,] 0.1121 0.1517961 0.1976055320 [212,] 0.1123 0.1518357 0.1978476898 [213,] 0.1130 0.1519745 0.1986943556 [214,] 0.1131 0.1519943 0.1988151952 [215,] 0.1146 0.1522939 0.2006244133 [216,] 0.1150 0.1523743 0.2011057690 [217,] 0.1242 0.1542748 0.2119997082 [218,] 0.1246 0.1543597 0.2124656349 [219,] 0.1288 0.1552623 0.2173190095 [220,] 0.1304 0.1556115 0.2191492506 [221,] 0.1330 0.1561851 0.2221014304 [222,] 0.1331 0.1562073 0.2222144328 [223,] 0.1351 0.1566540 0.2244660332 [224,] 0.1361 0.1568790 0.2255858000 [225,] 0.1377 0.1572414 0.2273690604 [226,] 0.1407 0.1579285 0.2306849196 [227,] 0.1441 0.1587191 0.2344027347 [228,] 0.1443 0.1587660 0.2346204503 [229,] 0.1454 0.1590248 0.2358160616 [230,] 0.1508 0.1603139 0.2416406460 [231,] 0.1644 0.1636983 0.2559803061 [232,] 0.1793 0.1676261 0.2711489055 [233,] 0.1814 0.1681977 0.2732412161 [234,] 0.1838 0.1688564 0.2756186498 [235,] 0.1927 0.1713482 0.2843066602 [236,] 0.1978 0.1728106 0.2891940917 [237,] 0.2012 0.1737994 0.2924155091 [238,] 0.2026 0.1742097 0.2937334018 [239,] 0.2056 0.1750951 0.2965406172 [240,] 0.2087 0.1760188 0.2994172813 [241,] 0.2099 0.1763788 0.3005242456 [242,] 0.2385 0.1853405 0.3258195661 [243,] 0.2400 0.1858302 0.3270886419 [244,] 0.2620 0.1932259 0.3450421712 , , n=20 newdata fun 1der [1,] -0.3064 0.4137312 -0.077697697 [2,] -0.2579 0.4111079 -0.031049434 [3,] -0.2523 0.4109487 -0.025841404 [4,] -0.2394 0.4106920 -0.013984776 [5,] -0.2304 0.4106029 -0.005828699 [6,] -0.2187 0.4105962 0.004662303 [7,] -0.2181 0.4105991 0.005198721 [8,] -0.2102 0.4106680 0.012248746 [9,] -0.2015 0.4108083 0.019985147 [10,] -0.1881 0.4111556 0.031844491 [11,] -0.1846 0.4112725 0.034930798 [12,] -0.1842 0.4112865 0.035283221 [13,] -0.1831 0.4113259 0.036252070 [14,] -0.1807 0.4114154 0.038364319 [15,] -0.1782 0.4115141 0.040562243 [16,] -0.1754 0.4116311 0.043021086 [17,] -0.1697 0.4118905 0.048017346 [18,] -0.1683 0.4119586 0.049242601 [19,] -0.1663 0.4120589 0.050991669 [20,] -0.1512 0.4129283 0.064147873 [21,] -0.1505 0.4129734 0.064755653 [22,] -0.1419 0.4135624 0.072207413 [23,] -0.1353 0.4140577 0.077907068 [24,] -0.1337 0.4141835 0.079286300 [25,] -0.1285 0.4146074 0.083762058 [26,] -0.1247 0.4149319 0.087026280 [27,] -0.1209 0.4152688 0.090284993 [28,] -0.1167 0.4156556 0.093880319 [29,] -0.1154 0.4157783 0.094991794 [30,] -0.1141 0.4159025 0.096102625 [31,] -0.1138 0.4159314 0.096358878 [32,] -0.1124 0.4160672 0.097554276 [33,] -0.1123 0.4160769 0.097639633 [34,] -0.1121 0.4160965 0.097810335 [35,] -0.1053 0.4167813 0.103605136 [36,] -0.1039 0.4169272 0.104795993 [37,] -0.0988 0.4174727 0.109127792 [38,] -0.0984 0.4175164 0.109467122 [39,] -0.0977 0.4175932 0.110060801 [40,] -0.0955 0.4178374 0.111925433 [41,] -0.0948 0.4179160 0.112518338 [42,] -0.0923 0.4181999 0.114634329 [43,] -0.0909 0.4183612 0.115818243 [44,] -0.0902 0.4184425 0.116409919 [45,] -0.0888 0.4186063 0.117592711 [46,] -0.0871 0.4188074 0.119027953 [47,] -0.0866 0.4188671 0.119449873 [48,] -0.0807 0.4195865 0.124421328 [49,] -0.0806 0.4195989 0.124505476 [50,] -0.0707 0.4208727 0.132817191 [51,] -0.0693 0.4210595 0.133989568 [52,] -0.0680 0.4212344 0.135077533 [53,] -0.0671 0.4213563 0.135830363 [54,] -0.0648 0.4216709 0.137752855 [55,] -0.0644 0.4217261 0.138086996 [56,] -0.0637 0.4218229 0.138671595 [57,] -0.0636 0.4218368 0.138755094 [58,] -0.0606 0.4222568 0.141258287 [59,] -0.0541 0.4231926 0.146670092 [60,] -0.0537 0.4232513 0.147002600 [61,] -0.0520 0.4235024 0.148415076 [62,] -0.0518 0.4235321 0.148581177 [63,] -0.0516 0.4235619 0.148747263 [64,] -0.0514 0.4235916 0.148913334 [65,] -0.0507 0.4236961 0.149494461 [66,] -0.0468 0.4242854 0.152728748 [67,] -0.0467 0.4243007 0.152811602 [68,] -0.0465 0.4243313 0.152977299 [69,] -0.0407 0.4252325 0.157775868 [70,] -0.0378 0.4256935 0.160170339 [71,] -0.0374 0.4257576 0.160500359 [72,] -0.0365 0.4259024 0.161242681 [73,] -0.0361 0.4259670 0.161572503 [74,] -0.0358 0.4260155 0.161819829 [75,] -0.0345 0.4262265 0.162891180 [76,] -0.0339 0.4263244 0.163385431 [77,] -0.0321 0.4266198 0.164867363 [78,] -0.0306 0.4268681 0.166101362 [79,] -0.0302 0.4269346 0.166430283 [80,] -0.0293 0.4270847 0.167170133 [81,] -0.0290 0.4271349 0.167416681 [82,] -0.0262 0.4276069 0.169716139 [83,] -0.0261 0.4276239 0.169798207 [84,] -0.0254 0.4277429 0.170372578 [85,] -0.0244 0.4279137 0.171192783 [86,] -0.0243 0.4279308 0.171274782 [87,] -0.0240 0.4279822 0.171520758 [88,] -0.0206 0.4285701 0.174306082 [89,] -0.0195 0.4287624 0.175206272 [90,] -0.0193 0.4287974 0.175369893 [91,] -0.0191 0.4288325 0.175533499 [92,] -0.0190 0.4288501 0.175615297 [93,] -0.0186 0.4289204 0.175942448 [94,] -0.0153 0.4295055 0.178639115 [95,] -0.0148 0.4295949 0.179047338 [96,] -0.0142 0.4297025 0.179537081 [97,] -0.0117 0.4301538 0.181576195 [98,] -0.0109 0.4302994 0.182228208 [99,] -0.0096 0.4305369 0.183287209 [100,] -0.0088 0.4306838 0.183938581 [101,] -0.0078 0.4308682 0.184752452 [102,] -0.0075 0.4309236 0.184996539 [103,] -0.0073 0.4309607 0.185159245 [104,] -0.0064 0.4311276 0.185891232 [105,] -0.0060 0.4312021 0.186216460 [106,] -0.0052 0.4313513 0.186866733 [107,] -0.0048 0.4314261 0.187191778 [108,] -0.0039 0.4315949 0.187922906 [109,] -0.0024 0.4318777 0.189140767 [110,] -0.0014 0.4320672 0.189952197 [111,] -0.0006 0.4322195 0.190601066 [112,] -0.0001 0.4323149 0.191006485 [113,] 0.0021 0.4327370 0.192789197 [114,] 0.0044 0.4331826 0.194650967 [115,] 0.0056 0.4334168 0.195621524 [116,] 0.0064 0.4335735 0.196268256 [117,] 0.0072 0.4337308 0.196914745 [118,] 0.0080 0.4338886 0.197560989 [119,] 0.0084 0.4339677 0.197884020 [120,] 0.0085 0.4339875 0.197964768 [121,] 0.0099 0.4342654 0.199094841 [122,] 0.0107 0.4344249 0.199740261 [123,] 0.0137 0.4350278 0.202158413 [124,] 0.0159 0.4354745 0.203929542 [125,] 0.0160 0.4354949 0.204010004 [126,] 0.0164 0.4355766 0.204331813 [127,] 0.0170 0.4356993 0.204814414 [128,] 0.0183 0.4359662 0.205859576 [129,] 0.0189 0.4360899 0.206341741 [130,] 0.0190 0.4361105 0.206422089 [131,] 0.0196 0.4362345 0.206904094 [132,] 0.0197 0.4362552 0.206984415 [133,] 0.0207 0.4364626 0.207787413 [134,] 0.0211 0.4365458 0.208108505 [135,] 0.0215 0.4366291 0.208429537 [136,] 0.0224 0.4368170 0.209151634 [137,] 0.0225 0.4368379 0.209231848 [138,] 0.0230 0.4369426 0.209632861 [139,] 0.0233 0.4370056 0.209873423 [140,] 0.0240 0.4371527 0.210434600 [141,] 0.0248 0.4373213 0.211075717 [142,] 0.0250 0.4373635 0.211235958 [143,] 0.0267 0.4377238 0.212597391 [144,] 0.0286 0.4381292 0.214117687 [145,] 0.0293 0.4382792 0.214677449 [146,] 0.0308 0.4386021 0.215876309 [147,] 0.0312 0.4386886 0.216195861 [148,] 0.0316 0.4387751 0.216515351 [149,] 0.0326 0.4389920 0.217313809 [150,] 0.0332 0.4391226 0.217792701 [151,] 0.0339 0.4392752 0.218351234 [152,] 0.0350 0.4395159 0.219228552 [153,] 0.0382 0.4402215 0.221778124 [154,] 0.0396 0.4405328 0.222892333 [155,] 0.0398 0.4405773 0.223051445 [156,] 0.0413 0.4409128 0.224244297 [157,] 0.0415 0.4409577 0.224403279 [158,] 0.0421 0.4410925 0.224880133 [159,] 0.0441 0.4415438 0.226468656 [160,] 0.0443 0.4415891 0.226627424 [161,] 0.0455 0.4418617 0.227579714 [162,] 0.0467 0.4421353 0.228531454 [163,] 0.0468 0.4421582 0.228610741 [164,] 0.0470 0.4422039 0.228769303 [165,] 0.0476 0.4423413 0.229244899 [166,] 0.0491 0.4426861 0.230433286 [167,] 0.0507 0.4430558 0.231699954 [168,] 0.0512 0.4431717 0.232095587 [169,] 0.0525 0.4434741 0.233123787 [170,] 0.0531 0.4436141 0.233598123 [171,] 0.0544 0.4439185 0.234625381 [172,] 0.0546 0.4439654 0.234783363 [173,] 0.0564 0.4443893 0.236204518 [174,] 0.0579 0.4447445 0.237387870 [175,] 0.0623 0.4457966 0.240854082 [176,] 0.0628 0.4459172 0.241247503 [177,] 0.0631 0.4459896 0.241483509 [178,] 0.0648 0.4464012 0.242820230 [179,] 0.0669 0.4469129 0.244469952 [180,] 0.0672 0.4469863 0.244705489 [181,] 0.0680 0.4471823 0.245333421 [182,] 0.0693 0.4475019 0.246353288 [183,] 0.0694 0.4475265 0.246431713 [184,] 0.0702 0.4477239 0.247058973 [185,] 0.0747 0.4488436 0.250582759 [186,] 0.0750 0.4489188 0.250817404 [187,] 0.0770 0.4494220 0.252380822 [188,] 0.0783 0.4497508 0.253396226 [189,] 0.0790 0.4499283 0.253942715 [190,] 0.0807 0.4503612 0.255269124 [191,] 0.0814 0.4505401 0.255814972 [192,] 0.0827 0.4508733 0.256828193 [193,] 0.0829 0.4509247 0.256984016 [194,] 0.0835 0.4510790 0.257451393 [195,] 0.0850 0.4514660 0.258619236 [196,] 0.0871 0.4520109 0.260252774 [197,] 0.0879 0.4522193 0.260874631 [198,] 0.0880 0.4522454 0.260952346 [199,] 0.0913 0.4531108 0.263514801 [200,] 0.0935 0.4536924 0.265220796 [201,] 0.0962 0.4544113 0.267311994 [202,] 0.1000 0.4554327 0.270250449 [203,] 0.1011 0.4557304 0.271100026 [204,] 0.1013 0.4557846 0.271254445 [205,] 0.1025 0.4561107 0.272180639 [206,] 0.1058 0.4570131 0.274724838 [207,] 0.1065 0.4572056 0.275263982 [208,] 0.1086 0.4577854 0.276880294 [209,] 0.1109 0.4584242 0.278648610 [210,] 0.1110 0.4584521 0.278725447 [211,] 0.1121 0.4587591 0.279570408 [212,] 0.1123 0.4588151 0.279723988 [213,] 0.1130 0.4590111 0.280261396 [214,] 0.1131 0.4590391 0.280338154 [215,] 0.1146 0.4594605 0.281489057 [216,] 0.1150 0.4595731 0.281795819 [217,] 0.1242 0.4621980 0.288834508 [218,] 0.1246 0.4623136 0.289139806 [219,] 0.1288 0.4635348 0.292341744 [220,] 0.1304 0.4640035 0.293559759 [221,] 0.1330 0.4647693 0.295536951 [222,] 0.1331 0.4647989 0.295612946 [223,] 0.1351 0.4653916 0.297132031 [224,] 0.1361 0.4656891 0.297891002 [225,] 0.1377 0.4661667 0.299104561 [226,] 0.1407 0.4670674 0.301377352 [227,] 0.1441 0.4680965 0.303949031 [228,] 0.1443 0.4681573 0.304100169 [229,] 0.1454 0.4684923 0.304931155 [230,] 0.1508 0.4701499 0.309003843 [231,] 0.1644 0.4744218 0.319211691 [232,] 0.1793 0.4792609 0.330314282 [233,] 0.1814 0.4799562 0.331872267 [234,] 0.1838 0.4807548 0.333650761 [235,] 0.1927 0.4837536 0.340226823 [236,] 0.1978 0.4854984 0.343981508 [237,] 0.2012 0.4866721 0.346479118 [238,] 0.2026 0.4871579 0.347506264 [239,] 0.2056 0.4882037 0.349704772 [240,] 0.2087 0.4892913 0.351972957 [241,] 0.2099 0.4897142 0.352849980 [242,] 0.2385 0.5001031 0.373589775 [243,] 0.2400 0.5006643 0.374668913 [244,] 0.2620 0.5090803 0.390397655 , , n=30 newdata fun 1der [1,] -0.3064 0.1901407 -5.596529e-01 [2,] -0.2579 0.1653145 -4.637418e-01 [3,] -0.2523 0.1627489 -4.525261e-01 [4,] -0.2394 0.1570785 -4.265784e-01 [5,] -0.2304 0.1533211 -4.083834e-01 [6,] -0.2187 0.1486820 -3.846168e-01 [7,] -0.2181 0.1484515 -3.833946e-01 [8,] -0.2102 0.1454864 -3.672703e-01 [9,] -0.2015 0.1423686 -3.494458e-01 [10,] -0.1881 0.1378707 -3.218537e-01 [11,] -0.1846 0.1367569 -3.146192e-01 [12,] -0.1842 0.1366312 -3.137916e-01 [13,] -0.1831 0.1362873 -3.115152e-01 [14,] -0.1807 0.1355456 -3.065444e-01 [15,] -0.1782 0.1347857 -3.013608e-01 [16,] -0.1754 0.1339501 -2.955482e-01 [17,] -0.1697 0.1322992 -2.836928e-01 [18,] -0.1683 0.1319041 -2.807763e-01 [19,] -0.1663 0.1313467 -2.766067e-01 [20,] -0.1512 0.1274083 -2.450058e-01 [21,] -0.1505 0.1272373 -2.435357e-01 [22,] -0.1419 0.1252206 -2.254371e-01 [23,] -0.1353 0.1237787 -2.115006e-01 [24,] -0.1337 0.1234430 -2.081159e-01 [25,] -0.1285 0.1223895 -1.970992e-01 [26,] -0.1247 0.1216558 -1.890326e-01 [27,] -0.1209 0.1209528 -1.809525e-01 [28,] -0.1167 0.1202116 -1.720062e-01 [29,] -0.1154 0.1199898 -1.692337e-01 [30,] -0.1141 0.1197716 -1.664597e-01 [31,] -0.1138 0.1197218 -1.658193e-01 [32,] -0.1124 0.1194917 -1.628298e-01 [33,] -0.1123 0.1194754 -1.626161e-01 [34,] -0.1121 0.1194429 -1.621889e-01 [35,] -0.1053 0.1183895 -1.476402e-01 [36,] -0.1039 0.1181849 -1.446396e-01 [37,] -0.0988 0.1174751 -1.336931e-01 [38,] -0.0984 0.1174218 -1.328335e-01 [39,] -0.0977 0.1173294 -1.313289e-01 [40,] -0.0955 0.1170457 -1.265971e-01 [41,] -0.0948 0.1169576 -1.250906e-01 [42,] -0.0923 0.1166516 -1.197064e-01 [43,] -0.0909 0.1164861 -1.166888e-01 [44,] -0.0902 0.1164049 -1.151792e-01 [45,] -0.0888 0.1162458 -1.121588e-01 [46,] -0.0871 0.1160583 -1.084887e-01 [47,] -0.0866 0.1160043 -1.074088e-01 [48,] -0.0807 0.1154082 -9.464765e-02 [49,] -0.0806 0.1153988 -9.443108e-02 [50,] -0.0707 0.1145702 -7.294440e-02 [51,] -0.0693 0.1144702 -6.989850e-02 [52,] -0.0680 0.1143811 -6.706852e-02 [53,] -0.0671 0.1143217 -6.510838e-02 [54,] -0.0648 0.1141777 -6.009569e-02 [55,] -0.0644 0.1141538 -5.922342e-02 [56,] -0.0637 0.1141129 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0.1286535 2.516417e-01 [191,] 0.0814 0.1288301 2.529306e-01 [192,] 0.0827 0.1291604 2.553162e-01 [193,] 0.0829 0.1292115 2.556822e-01 [194,] 0.0835 0.1293653 2.567790e-01 [195,] 0.0850 0.1297525 2.595111e-01 [196,] 0.0871 0.1303015 2.633128e-01 [197,] 0.0879 0.1305127 2.647538e-01 [198,] 0.0880 0.1305392 2.649337e-01 [199,] 0.0913 0.1314232 2.708342e-01 [200,] 0.0935 0.1320233 2.747305e-01 [201,] 0.0962 0.1327715 2.794714e-01 [202,] 0.1000 0.1338461 2.860674e-01 [203,] 0.1011 0.1341618 2.879601e-01 [204,] 0.1013 0.1342194 2.883034e-01 [205,] 0.1025 0.1345666 2.903581e-01 [206,] 0.1058 0.1355341 2.959628e-01 [207,] 0.1065 0.1357417 2.971430e-01 [208,] 0.1086 0.1363694 3.006654e-01 [209,] 0.1109 0.1370653 3.044920e-01 [210,] 0.1110 0.1370958 3.046576e-01 [211,] 0.1121 0.1374319 3.064755e-01 [212,] 0.1123 0.1374932 3.068052e-01 [213,] 0.1130 0.1377084 3.079573e-01 [214,] 0.1131 0.1377392 3.081216e-01 [215,] 0.1146 0.1382032 3.105792e-01 [216,] 0.1150 0.1383276 3.112322e-01 [217,] 0.1242 0.1412591 3.259783e-01 [218,] 0.1246 0.1413896 3.266076e-01 [219,] 0.1288 0.1427752 3.331614e-01 [220,] 0.1304 0.1433102 3.356320e-01 [221,] 0.1330 0.1441881 3.396160e-01 [222,] 0.1331 0.1442220 3.397685e-01 [223,] 0.1351 0.1449046 3.428060e-01 [224,] 0.1361 0.1452482 3.443164e-01 [225,] 0.1377 0.1458010 3.467212e-01 [226,] 0.1407 0.1468479 3.511915e-01 [227,] 0.1441 0.1480505 3.561966e-01 [228,] 0.1443 0.1481217 3.564889e-01 [229,] 0.1454 0.1485148 3.580931e-01 [230,] 0.1508 0.1504695 3.658592e-01 [231,] 0.1644 0.1555740 3.846304e-01 [232,] 0.1793 0.1614511 4.040475e-01 [233,] 0.1814 0.1623024 4.066879e-01 [234,] 0.1838 0.1632820 4.096764e-01 [235,] 0.1927 0.1669766 4.204876e-01 [236,] 0.1978 0.1691364 4.264903e-01 [237,] 0.2012 0.1705932 4.304143e-01 [238,] 0.2026 0.1711969 4.320119e-01 [239,] 0.2056 0.1724980 4.353998e-01 [240,] 0.2087 0.1738531 4.388496e-01 [241,] 0.2099 0.1743805 4.401711e-01 [242,] 0.2385 0.1873975 4.693697e-01 [243,] 0.2400 0.1881026 4.707794e-01 [244,] 0.2620 0.1986766 4.900611e-01 , , n=44 newdata fun 1der [1,] -0.3064 0.2364116 -0.392421522 [2,] -0.2579 0.2181970 -0.357760794 [3,] -0.2523 0.2162057 -0.353397602 [4,] -0.2394 0.2117132 -0.343056113 [5,] -0.2304 0.2086593 -0.335537563 [6,] -0.2187 0.2047926 -0.325351622 [7,] -0.2181 0.2045976 -0.324816717 [8,] -0.2102 0.2020597 -0.317659614 [9,] -0.2015 0.1993312 -0.309503321 [10,] -0.1881 0.1952719 -0.296223446 [11,] -0.1846 0.1942414 -0.292610139 [12,] -0.1842 0.1941245 -0.292193374 [13,] -0.1831 0.1938037 -0.291043233 [14,] -0.1807 0.1931082 -0.288513289 [15,] -0.1782 0.1923902 -0.285847967 [16,] -0.1754 0.1915941 -0.282826507 [17,] -0.1697 0.1899998 -0.276557167 [18,] -0.1683 0.1896137 -0.274993015 [19,] -0.1663 0.1890659 -0.272741879 [20,] -0.1512 0.1850792 -0.255114214 [21,] -0.1505 0.1849009 -0.254269984 [22,] -0.1419 0.1827594 -0.243702384 [23,] -0.1353 0.1811784 -0.235346978 [24,] -0.1337 0.1808035 -0.233289333 [25,] -0.1285 0.1796080 -0.226515495 [26,] -0.1247 0.1787567 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0.1643618 0.072013860 [163,] 0.0468 0.1643691 0.072204162 [164,] 0.0470 0.1643835 0.072584751 [165,] 0.0476 0.1644274 0.073726412 [166,] 0.0491 0.1645402 0.076579869 [167,] 0.0507 0.1646651 0.079622460 [168,] 0.0512 0.1647052 0.080573038 [169,] 0.0525 0.1648115 0.083044023 [170,] 0.0531 0.1648617 0.084184226 [171,] 0.0544 0.1649727 0.086654120 [172,] 0.0546 0.1649901 0.087034037 [173,] 0.0564 0.1651498 0.090452497 [174,] 0.0579 0.1652877 0.093300120 [175,] 0.0623 0.1657165 0.101647412 [176,] 0.0628 0.1657676 0.102595426 [177,] 0.0631 0.1657985 0.103164182 [178,] 0.0648 0.1659766 0.106386379 [179,] 0.0669 0.1662042 0.110364977 [180,] 0.0672 0.1662374 0.110933189 [181,] 0.0680 0.1663267 0.112448227 [182,] 0.0693 0.1664745 0.114909559 [183,] 0.0694 0.1664860 0.115098862 [184,] 0.0702 0.1665787 0.116613122 [185,] 0.0747 0.1671226 0.125125562 [186,] 0.0750 0.1671602 0.125692740 [187,] 0.0770 0.1674154 0.129474141 [188,] 0.0783 0.1675853 0.131935138 [189,] 0.0790 0.1676781 0.133261496 [190,] 0.0807 0.1679074 0.136486171 [191,] 0.0814 0.1680034 0.137815427 [192,] 0.0827 0.1681842 0.140286287 [193,] 0.0829 0.1682123 0.140666678 [194,] 0.0835 0.1682970 0.141808265 [195,] 0.0850 0.1685119 0.144664948 [196,] 0.0871 0.1688199 0.148670822 [197,] 0.0879 0.1689394 0.150198870 [198,] 0.0880 0.1689545 0.150389953 [199,] 0.0913 0.1694612 0.156705385 [200,] 0.0935 0.1698106 0.160926105 [201,] 0.0962 0.1702521 0.166117487 [202,] 0.1000 0.1708972 0.173445174 [203,] 0.1011 0.1710892 0.175570994 [204,] 0.1013 0.1711243 0.175957731 [205,] 0.1025 0.1713369 0.178279600 [206,] 0.1058 0.1719357 0.184677546 [207,] 0.1065 0.1720655 0.186037100 [208,] 0.1086 0.1724605 0.190120833 [209,] 0.1109 0.1729029 0.194602218 [210,] 0.1110 0.1729224 0.194797267 [211,] 0.1121 0.1731378 0.196943953 [212,] 0.1123 0.1731772 0.197334484 [213,] 0.1130 0.1733159 0.198701884 [214,] 0.1131 0.1733357 0.198897296 [215,] 0.1146 0.1736363 0.201830543 [216,] 0.1150 0.1737172 0.202613398 [217,] 0.1242 0.1756643 0.220695206 [218,] 0.1246 0.1757527 0.221484683 [219,] 0.1288 0.1767004 0.229790844 [220,] 0.1304 0.1770706 0.232963097 [221,] 0.1330 0.1776830 0.238127424 [222,] 0.1331 0.1777068 0.238326284 [223,] 0.1351 0.1781875 0.242304889 [224,] 0.1361 0.1784308 0.244294138 [225,] 0.1377 0.1788242 0.247474243 [226,] 0.1407 0.1795755 0.253427113 [227,] 0.1441 0.1804486 0.260158206 [228,] 0.1443 0.1805007 0.260553640 [229,] 0.1454 0.1807885 0.262727508 [230,] 0.1508 0.1822360 0.273374235 [231,] 0.1644 0.1861353 0.300004228 [232,] 0.1793 0.1908208 0.328877376 [233,] 0.1814 0.1915157 0.332919548 [234,] 0.1838 0.1923203 0.337526395 [235,] 0.1927 0.1953999 0.354490999 [236,] 0.1978 0.1972324 0.364127719 [237,] 0.2012 0.1984813 0.370517968 [238,] 0.2026 0.1990018 0.373141288 [239,] 0.2056 0.2001297 0.378747157 [240,] 0.2087 0.2013128 0.384546167 [241,] 0.2099 0.2017756 0.386798537 [242,] 0.2385 0.2136179 0.441734021 [243,] 0.2400 0.2142827 0.444681683 [244,] 0.2620 0.2245468 0.488611505 , , n=67 newdata fun 1der [1,] -0.3064 0.10078213 -4.793546e-01 [2,] -0.2579 0.08018111 -3.724845e-01 [3,] -0.2523 0.07812742 -3.610001e-01 [4,] -0.2394 0.07363865 -3.350476e-01 [5,] -0.2304 0.07070312 -3.173482e-01 [6,] -0.2187 0.06712238 -2.948391e-01 [7,] -0.2181 0.06694581 -2.937001e-01 [8,] -0.2102 0.06468445 -2.788410e-01 [9,] -0.2015 0.06232864 -2.627755e-01 [10,] -0.1881 0.05896935 -2.388182e-01 [11,] -0.1846 0.05814409 -2.327719e-01 [12,] -0.1842 0.05805112 -2.320866e-01 [13,] -0.1831 0.05779686 -2.302079e-01 [14,] -0.1807 0.05724925 -2.261393e-01 [15,] -0.1782 0.05668915 -2.219456e-01 [16,] -0.1754 0.05607422 -2.173024e-01 [17,] -0.1697 0.05486215 -2.080259e-01 [18,] -0.1683 0.05457248 -2.057835e-01 [19,] -0.1663 0.05416410 -2.026047e-01 [20,] -0.1512 0.05128098 -1.795408e-01 [21,] -0.1505 0.05115566 -1.785117e-01 [22,] -0.1419 0.04967396 -1.661585e-01 [23,] -0.1353 0.04860758 -1.570422e-01 [24,] -0.1337 0.04835804 -1.548876e-01 [25,] -0.1285 0.04757044 -1.480834e-01 [26,] -0.1247 0.04701686 -1.433026e-01 [27,] -0.1209 0.04648114 -1.386836e-01 [28,] -0.1167 0.04590903 -1.337910e-01 [29,] -0.1154 0.04573606 -1.323305e-01 [30,] -0.1141 0.04556496 -1.308956e-01 [31,] -0.1138 0.04552574 -1.305681e-01 [32,] -0.1124 0.04534401 -1.290549e-01 [33,] -0.1123 0.04533111 -1.289475e-01 [34,] -0.1121 0.04530534 -1.287332e-01 [35,] -0.1053 0.04445420 -1.216777e-01 [36,] -0.1039 0.04428483 -1.202813e-01 [37,] -0.0988 0.04368406 -1.153531e-01 [38,] -0.0984 0.04363800 -1.149742e-01 [39,] -0.0977 0.04355775 -1.143121e-01 [40,] -0.0955 0.04330854 -1.122394e-01 [41,] -0.0948 0.04323021 -1.115811e-01 [42,] -0.0923 0.04295419 -1.092328e-01 [43,] -0.0909 0.04280218 -1.079194e-01 [44,] -0.0902 0.04272687 -1.072632e-01 [45,] -0.0888 0.04257762 -1.059516e-01 [46,] -0.0871 0.04239885 -1.043606e-01 [47,] -0.0866 0.04234679 -1.038930e-01 [48,] -0.0807 0.04175008 -9.838516e-02 [49,] -0.0806 0.04174024 -9.829181e-02 [50,] -0.0707 0.04081298 -8.902534e-02 [51,] -0.0693 0.04068927 -8.771091e-02 [52,] -0.0680 0.04057604 -8.648948e-02 [53,] -0.0671 0.04049858 -8.564338e-02 [54,] -0.0648 0.04030408 -8.347923e-02 [55,] -0.0644 0.04027077 -8.310259e-02 [56,] -0.0637 0.04021283 -8.244326e-02 [57,] -0.0636 0.04020459 -8.234905e-02 [58,] -0.0606 0.03996178 -7.952039e-02 [59,] -0.0541 0.03946486 -7.337594e-02 [60,] -0.0537 0.03943558 -7.299712e-02 [61,] -0.0520 0.03931286 -7.138623e-02 [62,] -0.0518 0.03929860 -7.119662e-02 [63,] -0.0516 0.03928438 -7.100698e-02 [64,] -0.0514 0.03927020 -7.081733e-02 [65,] -0.0507 0.03922086 -7.015338e-02 [66,] -0.0468 0.03895448 -6.644968e-02 [67,] -0.0467 0.03894784 -6.635461e-02 [68,] -0.0465 0.03893458 -6.616446e-02 [69,] -0.0407 0.03856683 -6.064797e-02 [70,] -0.0378 0.03839495 -5.788930e-02 [71,] -0.0374 0.03837187 -5.750878e-02 [72,] -0.0365 0.03832050 -5.665257e-02 [73,] -0.0361 0.03829791 -5.627203e-02 [74,] -0.0358 0.03828107 -5.598662e-02 [75,] -0.0345 0.03820909 -5.474981e-02 [76,] -0.0339 0.03817642 -5.417895e-02 [77,] -0.0321 0.03808043 -5.246632e-02 [78,] -0.0306 0.03800281 -5.103918e-02 [79,] -0.0302 0.03798247 -5.065868e-02 [80,] -0.0293 0.03793726 -4.980267e-02 [81,] -0.0290 0.03792236 -4.951737e-02 [82,] -0.0262 0.03778744 -4.685542e-02 [83,] -0.0261 0.03778276 -4.676038e-02 [84,] -0.0254 0.03775026 -4.609514e-02 [85,] -0.0244 0.03770464 -4.514498e-02 [86,] -0.0243 0.03770013 -4.504998e-02 [87,] -0.0240 0.03768666 -4.476497e-02 [88,] -0.0206 0.03753995 -4.153617e-02 [89,] -0.0195 0.03749483 -4.049205e-02 [90,] -0.0193 0.03748675 -4.030224e-02 [91,] -0.0191 0.03747871 -4.011243e-02 [92,] -0.0190 0.03747470 -4.001753e-02 [93,] -0.0186 0.03745877 -3.963795e-02 [94,] -0.0153 0.03733313 -3.650761e-02 [95,] -0.0148 0.03731500 -3.603351e-02 [96,] -0.0142 0.03729355 -3.546464e-02 [97,] -0.0117 0.03720785 -3.309516e-02 [98,] -0.0109 0.03718167 -3.233719e-02 [99,] -0.0096 0.03714044 -3.110575e-02 [100,] -0.0088 0.03711586 -3.034811e-02 [101,] -0.0078 0.03708598 -2.940123e-02 [102,] -0.0075 0.03707720 -2.911721e-02 [103,] -0.0073 0.03707140 -2.892787e-02 [104,] -0.0064 0.03704575 -2.807595e-02 [105,] -0.0060 0.03703459 -2.769736e-02 [106,] -0.0052 0.03701274 -2.694029e-02 [107,] -0.0048 0.03700204 -2.656181e-02 [108,] -0.0039 0.03697851 -2.571032e-02 [109,] -0.0024 0.03694101 -2.429155e-02 [110,] -0.0014 0.03691719 -2.334594e-02 [111,] -0.0006 0.03689882 -2.258960e-02 [112,] -0.0001 0.03688764 -2.211695e-02 [113,] 0.0021 0.03684127 -2.003789e-02 [114,] 0.0044 0.03679768 -1.786534e-02 [115,] 0.0056 0.03677693 -1.673226e-02 [116,] 0.0064 0.03676384 -1.597703e-02 [117,] 0.0072 0.03675136 -1.522192e-02 [118,] 0.0080 0.03673949 -1.446695e-02 [119,] 0.0084 0.03673378 -1.408950e-02 [120,] 0.0085 0.03673237 -1.399515e-02 [121,] 0.0099 0.03671370 -1.267438e-02 [122,] 0.0107 0.03670387 -1.191983e-02 [123,] 0.0137 0.03667235 -9.091401e-03 [124,] 0.0159 0.03665463 -7.018352e-03 [125,] 0.0160 0.03665393 -6.924146e-03 [126,] 0.0164 0.03665124 -6.547339e-03 [127,] 0.0170 0.03664748 -5.982187e-03 [128,] 0.0183 0.03664050 -4.757938e-03 [129,] 0.0189 0.03663781 -4.193013e-03 [130,] 0.0190 0.03663740 -4.098866e-03 [131,] 0.0196 0.03663511 -3.534024e-03 [132,] 0.0197 0.03663476 -3.439890e-03 [133,] 0.0207 0.03663179 -2.498665e-03 [134,] 0.0211 0.03663087 -2.122231e-03 [135,] 0.0215 0.03663009 -1.745828e-03 [136,] 0.0224 0.03662890 -8.990376e-04 [137,] 0.0225 0.03662882 -8.049597e-04 [138,] 0.0230 0.03662853 -3.345999e-04 [139,] 0.0233 0.03662847 -5.240775e-05 [140,] 0.0240 0.03662867 6.059711e-04 [141,] 0.0248 0.03662945 1.358285e-03 [142,] 0.0250 0.03662974 1.546344e-03 [143,] 0.0267 0.03663373 3.144523e-03 [144,] 0.0286 0.03664140 4.930041e-03 [145,] 0.0293 0.03664508 5.587587e-03 [146,] 0.0308 0.03665452 6.995850e-03 [147,] 0.0312 0.03665739 7.371210e-03 [148,] 0.0316 0.03666042 7.746594e-03 [149,] 0.0326 0.03666863 8.687444e-03 [150,] 0.0332 0.03667402 9.253708e-03 [151,] 0.0339 0.03668073 9.916011e-03 [152,] 0.0350 0.03669221 1.096039e-02 [153,] 0.0382 0.03673217 1.402473e-02 [154,] 0.0396 0.03675276 1.538352e-02 [155,] 0.0398 0.03675585 1.557875e-02 [156,] 0.0413 0.03678032 1.705178e-02 [157,] 0.0415 0.03678375 1.724936e-02 [158,] 0.0421 0.03679428 1.784378e-02 [159,] 0.0441 0.03683196 1.984323e-02 [160,] 0.0443 0.03683595 2.004471e-02 [161,] 0.0455 0.03686073 2.125937e-02 [162,] 0.0467 0.03688698 2.248404e-02 [163,] 0.0468 0.03688923 2.258654e-02 [164,] 0.0470 0.03689377 2.279177e-02 [165,] 0.0476 0.03690763 2.340929e-02 [166,] 0.0491 0.03694391 2.496782e-02 [167,] 0.0507 0.03698520 2.665363e-02 [168,] 0.0512 0.03699866 2.718539e-02 [169,] 0.0525 0.03703491 2.857901e-02 [170,] 0.0531 0.03705225 2.922759e-02 [171,] 0.0544 0.03709117 3.064449e-02 [172,] 0.0546 0.03709732 3.086389e-02 [173,] 0.0564 0.03715466 3.285545e-02 [174,] 0.0579 0.03720520 3.453709e-02 [175,] 0.0623 0.03736820 3.957740e-02 [176,] 0.0628 0.03738813 4.016031e-02 [177,] 0.0631 0.03740023 4.051104e-02 [178,] 0.0648 0.03747080 4.251263e-02 [179,] 0.0669 0.03756270 4.501821e-02 [180,] 0.0672 0.03757626 4.537913e-02 [181,] 0.0680 0.03761295 4.634523e-02 [182,] 0.0693 0.03767422 4.792644e-02 [183,] 0.0694 0.03767902 4.804865e-02 [184,] 0.0702 0.03771785 4.902933e-02 [185,] 0.0747 0.03795105 5.464435e-02 [186,] 0.0750 0.03796751 5.502464e-02 [187,] 0.0770 0.03808010 5.757900e-02 [188,] 0.0783 0.03815605 5.925709e-02 [189,] 0.0790 0.03819784 6.016647e-02 [190,] 0.0807 0.03830201 6.239186e-02 [191,] 0.0814 0.03834601 6.331516e-02 [192,] 0.0827 0.03842944 6.504061e-02 [193,] 0.0829 0.03844248 6.530730e-02 [194,] 0.0835 0.03848190 6.610938e-02 [195,] 0.0850 0.03858258 6.812761e-02 [196,] 0.0871 0.03872864 7.098419e-02 [197,] 0.0879 0.03878586 7.208169e-02 [198,] 0.0880 0.03879308 7.221923e-02 [199,] 0.0913 0.03903894 7.680276e-02 [200,] 0.0935 0.03921131 7.990653e-02 [201,] 0.0962 0.03943226 8.376825e-02 [202,] 0.1000 0.03976106 8.930141e-02 [203,] 0.1011 0.03986018 9.092453e-02 [204,] 0.1013 0.03987840 9.122067e-02 [205,] 0.1025 0.03998893 9.300422e-02 [206,] 0.1058 0.04030401 9.796798e-02 [207,] 0.1065 0.04037296 9.903202e-02 [208,] 0.1086 0.04058430 1.022475e-01 [209,] 0.1109 0.04082355 1.058094e-01 [210,] 0.1110 0.04083414 1.059653e-01 [211,] 0.1121 0.04095165 1.076845e-01 [212,] 0.1123 0.04097322 1.079982e-01 [213,] 0.1130 0.04104920 1.090984e-01 [214,] 0.1131 0.04106012 1.092558e-01 [215,] 0.1146 0.04122578 1.116277e-01 [216,] 0.1150 0.04127056 1.122632e-01 [217,] 0.1242 0.04237172 1.272310e-01 [218,] 0.1246 0.04242274 1.278971e-01 [219,] 0.1288 0.04297471 1.349672e-01 [220,] 0.1304 0.04319284 1.376974e-01 [221,] 0.1330 0.04355666 1.421774e-01 [222,] 0.1331 0.04357089 1.423508e-01 [223,] 0.1351 0.04385907 1.458351e-01 [224,] 0.1361 0.04400578 1.475892e-01 [225,] 0.1377 0.04424418 1.504122e-01 [226,] 0.1407 0.04470342 1.557603e-01 [227,] 0.1441 0.04524343 1.619078e-01 [228,] 0.1443 0.04527585 1.622723e-01 [229,] 0.1454 0.04545545 1.642826e-01 [230,] 0.1508 0.04636950 1.742910e-01 [231,] 0.1644 0.04891657 2.005239e-01 [232,] 0.1793 0.05212887 2.309515e-01 [233,] 0.1814 0.05261852 2.353818e-01 [234,] 0.1838 0.05318955 2.404879e-01 [235,] 0.1927 0.05541547 2.598226e-01 [236,] 0.1978 0.05676945 2.711857e-01 [237,] 0.2012 0.05770453 2.788759e-01 [238,] 0.2026 0.05809719 2.820658e-01 [239,] 0.2056 0.05895366 2.889232e-01 [240,] 0.2087 0.05986035 2.960405e-01 [241,] 0.2099 0.06021725 2.988041e-01 [242,] 0.2385 0.06971864 3.660793e-01 [243,] 0.2400 0.07027046 3.696824e-01 [244,] 0.2620 0.07899190 4.234717e-01 , , n=100 newdata fun 1der [1,] -0.3064 0.15494480 -5.615153e-01 [2,] -0.2579 0.12846927 -5.324308e-01 [3,] -0.2523 0.12549570 -5.295213e-01 [4,] -0.2394 0.11871255 -5.219214e-01 [5,] -0.2304 0.11404199 -5.158780e-01 [6,] -0.2187 0.10805663 -5.070593e-01 [7,] -0.2181 0.10775254 -5.065731e-01 [8,] -0.2102 0.10377676 -4.998536e-01 [9,] -0.2015 0.09946268 -4.917698e-01 [10,] -0.1881 0.09296389 -4.779166e-01 [11,] -0.1846 0.09129797 -4.740182e-01 [12,] -0.1842 0.09110845 -4.735652e-01 [13,] -0.1831 0.09058822 -4.723119e-01 [14,] -0.1807 0.08945799 -4.695375e-01 [15,] -0.1782 0.08828781 -4.665896e-01 [16,] -0.1754 0.08698604 -4.632454e-01 [17,] -0.1697 0.08436511 -4.563622e-01 [18,] -0.1683 0.08372740 -4.546561e-01 [19,] -0.1663 0.08282053 -4.522083e-01 [20,] -0.1512 0.07613387 -4.333240e-01 [21,] -0.1505 0.07583085 -4.324313e-01 [22,] -0.1419 0.07215947 -4.213394e-01 [23,] -0.1353 0.06940717 -4.126705e-01 [24,] -0.1337 0.06874859 -4.105485e-01 [25,] -0.1285 0.06663178 -4.035983e-01 [26,] -0.1247 0.06510781 -3.984845e-01 [27,] -0.1209 0.06360332 -3.933472e-01 [28,] -0.1167 0.06196321 -3.876573e-01 [29,] -0.1154 0.06146040 -3.858961e-01 [30,] -0.1141 0.06095988 -3.841348e-01 [31,] -0.1138 0.06084470 -3.837284e-01 [32,] -0.1124 0.06030881 -3.818316e-01 [33,] -0.1123 0.06027064 -3.816961e-01 [34,] -0.1121 0.06019432 -3.814251e-01 [35,] -0.1053 0.05763196 -3.722116e-01 [36,] -0.1039 0.05711219 -3.703146e-01 [37,] -0.0988 0.05524121 -3.634036e-01 [38,] -0.0984 0.05509595 -3.628616e-01 [39,] -0.0977 0.05484228 -3.619130e-01 [40,] -0.0955 0.05404935 -3.589316e-01 [41,] -0.0948 0.05379843 -3.579829e-01 [42,] -0.0923 0.05290771 -3.545948e-01 [43,] -0.0909 0.05241261 -3.526975e-01 [44,] -0.0902 0.05216605 -3.517487e-01 [45,] -0.0888 0.05167493 -3.498513e-01 [46,] -0.0871 0.05108214 -3.475472e-01 [47,] -0.0866 0.05090854 -3.468695e-01 [48,] -0.0807 0.04888560 -3.388725e-01 [49,] -0.0806 0.04885172 -3.387369e-01 [50,] -0.0707 0.04556465 -3.253165e-01 [51,] -0.0693 0.04511054 -3.234185e-01 [52,] -0.0680 0.04469124 -3.216561e-01 [53,] -0.0671 0.04440230 -3.204359e-01 [54,] -0.0648 0.04366888 -3.173176e-01 [55,] -0.0644 0.04354206 -3.167753e-01 [56,] -0.0637 0.04332065 -3.158249e-01 [57,] -0.0636 0.04328908 -3.156890e-01 [58,] -0.0606 0.04234815 -3.115892e-01 [59,] -0.0541 0.04035204 -3.025646e-01 [60,] -0.0537 0.04023113 -3.020029e-01 [61,] -0.0520 0.03971976 -2.996075e-01 [62,] -0.0518 0.03965987 -2.993248e-01 [63,] -0.0516 0.03960003 -2.990419e-01 [64,] -0.0514 0.03954025 -2.987588e-01 [65,] -0.0507 0.03933147 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-0.0191 0.03064902 -2.512590e-01 [92,] -0.0190 0.03062390 -2.511069e-01 [93,] -0.0186 0.03052358 -2.504982e-01 [94,] -0.0153 0.02970526 -2.454468e-01 [95,] -0.0148 0.02958273 -2.446768e-01 [96,] -0.0142 0.02943620 -2.437512e-01 [97,] -0.0117 0.02883166 -2.398759e-01 [98,] -0.0109 0.02864025 -2.386294e-01 [99,] -0.0096 0.02833136 -2.365972e-01 [100,] -0.0088 0.02814258 -2.353426e-01 [101,] -0.0078 0.02790802 -2.337699e-01 [102,] -0.0075 0.02783796 -2.332972e-01 [103,] -0.0073 0.02779134 -2.329818e-01 [104,] -0.0064 0.02758229 -2.315600e-01 [105,] -0.0060 0.02748979 -2.309269e-01 [106,] -0.0052 0.02730556 -2.296583e-01 [107,] -0.0048 0.02721382 -2.290228e-01 [108,] -0.0039 0.02700835 -2.275902e-01 [109,] -0.0024 0.02666876 -2.251938e-01 [110,] -0.0014 0.02644437 -2.235901e-01 [111,] -0.0006 0.02626601 -2.223037e-01 [112,] -0.0001 0.02615506 -2.214981e-01 [113,] 0.0021 0.02567167 -2.179391e-01 [114,] 0.0044 0.02517472 -2.141932e-01 [115,] 0.0056 0.02491886 -2.122286e-01 [116,] 0.0064 0.02474960 -2.109151e-01 [117,] 0.0072 0.02458140 -2.095984e-01 [118,] 0.0080 0.02441425 -2.082786e-01 [119,] 0.0084 0.02433107 -2.076176e-01 [120,] 0.0085 0.02431031 -2.074522e-01 [121,] 0.0099 0.02402150 -2.051317e-01 [122,] 0.0107 0.02385793 -2.038015e-01 [123,] 0.0137 0.02325404 -1.987854e-01 [124,] 0.0159 0.02282078 -1.950793e-01 [125,] 0.0160 0.02280128 -1.949103e-01 [126,] 0.0164 0.02272346 -1.942337e-01 [127,] 0.0170 0.02260722 -1.932174e-01 [128,] 0.0183 0.02235747 -1.910095e-01 [129,] 0.0189 0.02224317 -1.899876e-01 [130,] 0.0190 0.02222418 -1.898172e-01 [131,] 0.0196 0.02211060 -1.887933e-01 [132,] 0.0197 0.02209173 -1.886225e-01 [133,] 0.0207 0.02190396 -1.869117e-01 [134,] 0.0211 0.02182933 -1.862261e-01 [135,] 0.0215 0.02175498 -1.855396e-01 [136,] 0.0224 0.02158869 -1.839923e-01 [137,] 0.0225 0.02157030 -1.838201e-01 [138,] 0.0230 0.02147861 -1.829585e-01 [139,] 0.0233 0.02142380 -1.824410e-01 [140,] 0.0240 0.02129651 -1.812318e-01 [141,] 0.0248 0.02115208 -1.798472e-01 [142,] 0.0250 0.02111614 -1.795007e-01 [143,] 0.0267 0.02081350 -1.765481e-01 [144,] 0.0286 0.02048120 -1.732338e-01 [145,] 0.0293 0.02036037 -1.720090e-01 [146,] 0.0308 0.02010433 -1.693773e-01 [147,] 0.0312 0.02003672 -1.686739e-01 [148,] 0.0316 0.01996939 -1.679699e-01 [149,] 0.0326 0.01980230 -1.662068e-01 [150,] 0.0332 0.01970289 -1.651470e-01 [151,] 0.0339 0.01958773 -1.639086e-01 [152,] 0.0350 0.01940850 -1.619584e-01 [153,] 0.0382 0.01889934 -1.562561e-01 [154,] 0.0396 0.01868234 -1.537479e-01 [155,] 0.0398 0.01865163 -1.533889e-01 [156,] 0.0413 0.01842357 -1.506898e-01 [157,] 0.0415 0.01839346 -1.503290e-01 [158,] 0.0421 0.01830359 -1.492452e-01 [159,] 0.0441 0.01800872 -1.456183e-01 [160,] 0.0443 0.01797964 -1.452544e-01 [161,] 0.0455 0.01780664 -1.430663e-01 [162,] 0.0467 0.01763628 -1.408703e-01 [163,] 0.0468 0.01762220 -1.406870e-01 [164,] 0.0470 0.01759410 -1.403201e-01 [165,] 0.0476 0.01751024 -1.392181e-01 [166,] 0.0491 0.01730348 -1.364545e-01 [167,] 0.0507 0.01708752 -1.334929e-01 [168,] 0.0512 0.01702101 -1.325645e-01 [169,] 0.0525 0.01685025 -1.301443e-01 [170,] 0.0531 0.01677250 -1.290241e-01 [171,] 0.0544 0.01660635 -1.265902e-01 [172,] 0.0546 0.01658107 -1.262150e-01 [173,] 0.0564 0.01635693 -1.228276e-01 [174,] 0.0579 0.01617481 -1.199911e-01 [175,] 0.0623 0.01566527 -1.115992e-01 [176,] 0.0628 0.01560971 -1.106388e-01 [177,] 0.0631 0.01557661 -1.100620e-01 [178,] 0.0648 0.01539229 -1.067835e-01 [179,] 0.0669 0.01517231 -1.027117e-01 [180,] 0.0672 0.01514159 -1.021280e-01 [181,] 0.0680 0.01506051 -1.005691e-01 [182,] 0.0693 0.01493142 -9.802834e-02 [183,] 0.0694 0.01492163 -9.783251e-02 [184,] 0.0702 0.01484399 -9.626389e-02 [185,] 0.0747 0.01443076 -8.737464e-02 [186,] 0.0750 0.01440464 -8.677805e-02 [187,] 0.0770 0.01423507 -8.278631e-02 [188,] 0.0783 0.01412914 -8.017689e-02 [189,] 0.0790 0.01407351 -7.876696e-02 [190,] 0.0807 0.01394252 -7.532869e-02 [191,] 0.0814 0.01389029 -7.390710e-02 [192,] 0.0827 0.01379593 -7.125800e-02 [193,] 0.0829 0.01378172 -7.084941e-02 [194,] 0.0835 0.01373958 -6.962196e-02 [195,] 0.0850 0.01363746 -6.654241e-02 [196,] 0.0871 0.01350227 -6.220174e-02 [197,] 0.0879 0.01345317 -6.053722e-02 [198,] 0.0880 0.01344713 -6.032873e-02 [199,] 0.0913 0.01325946 -5.339476e-02 [200,] 0.0935 0.01314713 -4.871427e-02 [201,] 0.0962 0.01302343 -4.290134e-02 [202,] 0.1000 0.01287617 -3.457499e-02 [203,] 0.1011 0.01283948 -3.213297e-02 [204,] 0.1013 0.01283310 -3.168743e-02 [205,] 0.1025 0.01279668 -2.900432e-02 [206,] 0.1058 0.01271325 -2.153825e-02 [207,] 0.1065 0.01269873 -1.993804e-02 [208,] 0.1086 0.01266193 -1.510275e-02 [209,] 0.1109 0.01263334 -9.747331e-03 [210,] 0.1110 0.01263238 -9.513073e-03 [211,] 0.1121 0.01262333 -6.928449e-03 [212,] 0.1123 0.01262199 -6.456986e-03 [213,] 0.1130 0.01261805 -4.803151e-03 [214,] 0.1131 0.01261758 -4.566417e-03 [215,] 0.1146 0.01261340 -1.001272e-03 [216,] 0.1150 0.01261320 -4.608814e-05 [217,] 0.1242 0.01271546 2.244358e-02 [218,] 0.1246 0.01272464 2.344402e-02 [219,] 0.1288 0.01284533 3.406248e-02 [220,] 0.1304 0.01290310 3.816230e-02 [221,] 0.1330 0.01301105 4.488511e-02 [222,] 0.1331 0.01301555 4.514491e-02 [223,] 0.1351 0.01311105 5.035904e-02 [224,] 0.1361 0.01316272 5.297903e-02 [225,] 0.1377 0.01325085 5.718833e-02 [226,] 0.1407 0.01343431 6.512668e-02 [227,] 0.1441 0.01367113 7.419391e-02 [228,] 0.1443 0.01368602 7.473006e-02 [229,] 0.1454 0.01376985 7.768670e-02 [230,] 0.1508 0.01422892 9.238650e-02 [231,] 0.1644 0.01574284 1.305017e-01 [232,] 0.1793 0.01800903 1.739559e-01 [233,] 0.1814 0.01838088 1.801895e-01 [234,] 0.1838 0.01882191 1.873390e-01 [235,] 0.1927 0.02060826 2.141984e-01 [236,] 0.1978 0.02174060 2.298949e-01 [237,] 0.2012 0.02254022 2.404836e-01 [238,] 0.2026 0.02287997 2.448726e-01 [239,] 0.2056 0.02362876 2.543344e-01 [240,] 0.2087 0.02443245 2.641931e-01 [241,] 0.2099 0.02475179 2.680319e-01 [242,] 0.2385 0.03374432 3.610498e-01 [243,] 0.2400 0.03428958 3.659585e-01 [244,] 0.2620 0.04313206 4.377705e-01 , , n=150 newdata fun 1der [1,] -0.3064 0.0952170365 -0.666633681 [2,] -0.2579 0.0646563401 -0.593762155 [3,] -0.2523 0.0613549651 -0.585293562 [4,] -0.2394 0.0539312702 -0.565630936 [5,] -0.2304 0.0489029415 -0.551745204 [6,] -0.2187 0.0425544110 -0.533422591 [7,] -0.2181 0.0422346418 -0.532474707 [8,] -0.2102 0.0380775935 -0.519921052 [9,] -0.2015 0.0336148469 -0.505977596 [10,] -0.1881 0.0269798889 -0.484276830 [11,] -0.1846 0.0252948458 -0.478608284 [12,] -0.1842 0.0251035318 -0.477961716 [13,] -0.1831 0.0245787513 -0.476184992 [14,] -0.1807 0.0234405528 -0.472315319 [15,] -0.1782 0.0222647928 -0.468294350 [16,] -0.1754 0.0209598596 -0.463802904 [17,] -0.1697 0.0183421545 -0.454698913 [18,] -0.1683 0.0177071360 -0.452470743 [19,] -0.1663 0.0168053749 -0.449291026 [20,] -0.1512 0.0102016985 -0.425403096 [21,] -0.1505 0.0099043022 -0.424300803 [22,] -0.1419 0.0063134383 -0.410795181 [23,] -0.1353 0.0036362635 -0.400476608 [24,] -0.1337 0.0029974976 -0.397981179 [25,] -0.1285 0.0009490510 -0.389884725 [26,] -0.1247 -0.0005211801 -0.383904241 [27,] -0.1209 -0.0019684934 -0.377822791 [28,] -0.1167 -0.0035410457 -0.370994965 [29,] -0.1154 -0.0040219540 -0.368862597 [30,] -0.1141 -0.0045000849 -0.366721951 [31,] -0.1138 -0.0046100272 -0.366226781 [32,] -0.1124 -0.0051211242 -0.363910156 [33,] -0.1123 -0.0051575069 -0.363744315 [34,] -0.1121 -0.0052302226 -0.363412487 [35,] -0.1053 -0.0076628002 -0.352013756 [36,] -0.1039 -0.0081539581 -0.349638844 [37,] -0.0988 -0.0099149021 -0.340906191 [38,] -0.0984 -0.0100511265 -0.340215889 [39,] -0.0977 -0.0102888543 -0.339005975 [40,] -0.0955 -0.0110304718 -0.335187763 [41,] -0.0948 -0.0112646764 -0.333967906 [42,] -0.0923 -0.0120941323 -0.329591680 [43,] -0.0909 -0.0125538369 -0.327127622 [44,] -0.0902 -0.0127823939 -0.325891993 [45,] -0.0888 -0.0132369089 -0.323413535 [46,] -0.0871 -0.0137841448 -0.320391004 [47,] -0.0866 -0.0139441174 -0.319498867 [48,] -0.0807 -0.0157978850 -0.308867419 [49,] -0.0806 -0.0158287626 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newdata fun 1der [1,] -0.3064 0.14258275 -4.091421e-01 [2,] -0.2579 0.12440822 -3.402815e-01 [3,] -0.2523 0.12252462 -3.324710e-01 [4,] -0.2394 0.11834767 -3.153065e-01 [5,] -0.2304 0.11556204 -3.037467e-01 [6,] -0.2187 0.11209506 -2.889445e-01 [7,] -0.2181 0.11192192 -2.881914e-01 [8,] -0.2102 0.10968437 -2.782753e-01 [9,] -0.2015 0.10731088 -2.673568e-01 [10,] -0.1881 0.10384085 -2.505625e-01 [11,] -0.1846 0.10297155 -2.461808e-01 [12,] -0.1842 0.10287318 -2.456802e-01 [13,] -0.1831 0.10260369 -2.443036e-01 [14,] -0.1807 0.10202096 -2.413008e-01 [15,] -0.1782 0.10142162 -2.381739e-01 [16,] -0.1754 0.10075964 -2.346729e-01 [17,] -0.1697 0.09944230 -2.275522e-01 [18,] -0.1683 0.09912495 -2.258056e-01 [19,] -0.1663 0.09867583 -2.233123e-01 [20,] -0.1512 0.09544557 -2.045582e-01 [21,] -0.1505 0.09530268 -2.036939e-01 [22,] -0.1419 0.09359617 -1.932234e-01 [23,] -0.1353 0.09234664 -1.854753e-01 [24,] -0.1337 0.09205135 -1.836454e-01 [25,] -0.1285 0.09111163 -1.778086e-01 [26,] -0.1247 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2.695521e-02 [131,] 0.0196 0.005352011 2.762709e-02 [132,] 0.0197 0.005354779 2.773943e-02 [133,] 0.0207 0.005383082 2.886836e-02 [134,] 0.0211 0.005394721 2.932277e-02 [135,] 0.0215 0.005406541 2.977880e-02 [136,] 0.0224 0.005433806 3.081079e-02 [137,] 0.0225 0.005436892 3.092596e-02 [138,] 0.0230 0.005452500 3.150335e-02 [139,] 0.0233 0.005462003 3.185099e-02 [140,] 0.0240 0.005484583 3.266571e-02 [141,] 0.0248 0.005511090 3.360290e-02 [142,] 0.0250 0.005517834 3.383821e-02 [143,] 0.0267 0.005577069 3.585471e-02 [144,] 0.0286 0.005647361 3.814407e-02 [145,] 0.0293 0.005674362 3.900065e-02 [146,] 0.0308 0.005734256 4.086438e-02 [147,] 0.0312 0.005750702 4.136786e-02 [148,] 0.0316 0.005767350 4.187407e-02 [149,] 0.0326 0.005809862 4.315157e-02 [150,] 0.0332 0.005835985 4.392651e-02 [151,] 0.0339 0.005867052 4.483961e-02 [152,] 0.0350 0.005917174 4.629423e-02 [153,] 0.0382 0.006072226 5.063693e-02 [154,] 0.0396 0.006144475 5.258070e-02 [155,] 0.0398 0.006155019 5.286066e-02 [156,] 0.0413 0.006235895 5.497892e-02 [157,] 0.0415 0.006246919 5.526381e-02 [158,] 0.0421 0.006280335 5.612193e-02 [159,] 0.0441 0.006395467 5.901950e-02 [160,] 0.0443 0.006407300 5.931231e-02 [161,] 0.0455 0.006479533 6.107961e-02 [162,] 0.0467 0.006553898 6.286453e-02 [163,] 0.0468 0.006560192 6.301392e-02 [164,] 0.0470 0.006572825 6.331295e-02 [165,] 0.0476 0.006611082 6.421188e-02 [166,] 0.0491 0.006709092 6.647140e-02 [167,] 0.0507 0.006817387 6.890074e-02 [168,] 0.0512 0.006852028 6.966410e-02 [169,] 0.0525 0.006943888 7.166237e-02 [170,] 0.0531 0.006987164 7.259143e-02 [171,] 0.0544 0.007082850 7.462216e-02 [172,] 0.0546 0.007097806 7.493682e-02 [173,] 0.0564 0.007235257 7.779337e-02 [174,] 0.0579 0.007353753 8.020574e-02 [175,] 0.0623 0.007722469 8.742201e-02 [176,] 0.0628 0.007766388 8.825201e-02 [177,] 0.0631 0.007792938 8.875047e-02 [178,] 0.0648 0.007946219 9.158134e-02 [179,] 0.0669 0.008142224 9.509312e-02 [180,] 0.0672 0.008170827 9.559614e-02 [181,] 0.0680 0.008247841 9.693915e-02 [182,] 0.0693 0.008375283 9.912662e-02 [183,] 0.0694 0.008385205 9.929515e-02 [184,] 0.0702 0.008465180 1.006447e-01 [185,] 0.0747 0.008935235 1.082823e-01 [186,] 0.0750 0.008967796 1.087946e-01 [187,] 0.0770 0.009188807 1.122193e-01 [188,] 0.0783 0.009336145 1.144548e-01 [189,] 0.0790 0.009416685 1.156615e-01 [190,] 0.0807 0.009615807 1.186005e-01 [191,] 0.0814 0.009699251 1.198136e-01 [192,] 0.0827 0.009856475 1.220705e-01 [193,] 0.0829 0.009880924 1.224182e-01 [194,] 0.0835 0.009954688 1.234621e-01 [195,] 0.0850 0.010141842 1.260768e-01 [196,] 0.0871 0.010410455 1.297455e-01 [197,] 0.0879 0.010514810 1.311429e-01 [198,] 0.0880 0.010527933 1.313174e-01 [199,] 0.0913 0.010970734 1.370285e-01 [200,] 0.0935 0.011276321 1.407712e-01 [201,] 0.0962 0.011662572 1.453387e-01 [202,] 0.1000 0.012227046 1.517493e-01 [203,] 0.1011 0.012394986 1.535956e-01 [204,] 0.1013 0.012425739 1.539304e-01 [205,] 0.1025 0.012611659 1.559346e-01 [206,] 0.1058 0.013135299 1.614187e-01 [207,] 0.1065 0.013248698 1.625790e-01 [208,] 0.1086 0.013593765 1.660544e-01 [209,] 0.1109 0.013980064 1.698604e-01 [210,] 0.1110 0.013997058 1.700264e-01 [211,] 0.1121 0.014185092 1.718551e-01 [212,] 0.1123 0.014219497 1.721882e-01 [213,] 0.1130 0.014340437 1.733556e-01 [214,] 0.1131 0.014357781 1.735225e-01 [215,] 0.1146 0.014619946 1.760334e-01 [216,] 0.1150 0.014690494 1.767060e-01 [217,] 0.1242 0.016388374 1.924605e-01 [218,] 0.1246 0.016465497 1.931515e-01 [219,] 0.1288 0.017292000 2.004281e-01 [220,] 0.1304 0.017614910 2.032104e-01 [221,] 0.1330 0.018149156 2.077543e-01 [222,] 0.1331 0.018169941 2.079297e-01 [223,] 0.1351 0.018589316 2.114483e-01 [224,] 0.1361 0.018801646 2.132129e-01 [225,] 0.1377 0.019145049 2.160417e-01 [226,] 0.1407 0.019801152 2.213647e-01 [227,] 0.1441 0.020564106 2.274404e-01 [228,] 0.1443 0.020609630 2.277993e-01 [229,] 0.1454 0.020861295 2.297755e-01 [230,] 0.1508 0.022128184 2.394270e-01 [231,] 0.1644 0.025547073 2.632255e-01 [232,] 0.1793 0.029658168 2.883104e-01 [233,] 0.1814 0.030267205 2.917230e-01 [234,] 0.1838 0.030972008 2.956106e-01 [235,] 0.1927 0.033667005 3.100292e-01 [236,] 0.1978 0.035269486 3.184189e-01 [237,] 0.2012 0.036361740 3.240996e-01 [238,] 0.2026 0.036817142 3.264795e-01 [239,] 0.2056 0.037804342 3.316763e-01 [240,] 0.2087 0.038841028 3.371702e-01 [241,] 0.2099 0.039246921 3.393207e-01 [242,] 0.2385 0.049713864 3.935732e-01 [243,] 0.2400 0.050306482 3.965874e-01 [244,] 0.2620 0.059523918 4.414600e-01 > str(pSq2 <- vapply(Pen02Sqr, predict, FUN.VALUE=prV, newdata = newd)); pSq2 num [1:244, 1:3, 1:13] -0.306 -0.258 -0.252 -0.239 -0.23 ... - attr(*, "dimnames")=List of 3 ..$ : NULL ..$ : chr [1:3] "newdata" "fun" "1der" ..$ : chr [1:13] "n=6" "n=9" "n=13" "n=20" ... , , n=6 newdata fun 1der [1,] -0.3064 9.587999e-03 -0.3083399319 [2,] -0.2579 -3.806492e-03 -0.2433514715 [3,] -0.2523 -5.147561e-03 -0.2355931208 [4,] -0.2394 -8.070446e-03 -0.2175207067 [5,] -0.2304 -9.970750e-03 -0.2047464543 [6,] -0.2187 -1.226817e-02 -0.1879364530 [7,] -0.2181 -1.238067e-02 -0.1870682014 [8,] -0.2102 -1.381320e-02 -0.1755798071 [9,] -0.2015 -1.528527e-02 -0.1628066982 [10,] -0.1881 -1.733427e-02 -0.1430307121 [11,] -0.1846 -1.782587e-02 -0.1378865558 [12,] -0.1842 -1.788091e-02 -0.1372992650 [13,] -0.1831 -1.803105e-02 -0.1356848635 [14,] -0.1807 -1.835247e-02 -0.1321658325 [15,] -0.1782 -1.867831e-02 -0.1285049873 [16,] -0.1754 -1.903239e-02 -0.1244106700 [17,] -0.1697 -1.971782e-02 -0.1160948417 [18,] -0.1683 -1.987892e-02 -0.1140562621 [19,] -0.1663 -2.010413e-02 -0.1111466767 [20,] -0.1512 -2.161713e-02 -0.0892807356 [21,] -0.1505 -2.167927e-02 -0.0882714272 [22,] -0.1419 -2.238518e-02 -0.0759027703 [23,] -0.1353 -2.285492e-02 -0.0664499525 [24,] -0.1337 -2.295942e-02 -0.0641635140 [25,] -0.1285 -2.327377e-02 -0.0567464788 [26,] -0.1247 -2.347913e-02 -0.0513397720 [27,] -0.1209 -2.366397e-02 -0.0459444097 [28,] -0.1167 -2.384443e-02 -0.0399943131 [29,] -0.1154 -2.389523e-02 -0.0381554251 [30,] 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0.1805438 0.0842634735 [208,] 0.1086 0.1807227 0.0861188649 [209,] 0.1109 0.1809231 0.0881424237 [210,] 0.1110 0.1809319 0.0882302021 [211,] 0.1121 0.1810295 0.0891946508 [212,] 0.1123 0.1810474 0.0893697858 [213,] 0.1130 0.1811101 0.0899822269 [214,] 0.1131 0.1811192 0.0900696510 [215,] 0.1146 0.1812552 0.0913789881 [216,] 0.1150 0.1812919 0.0917274831 [217,] 0.1242 0.1821723 0.0996355417 [218,] 0.1246 0.1822122 0.0999746936 [219,] 0.1288 0.1826395 0.1035122593 [220,] 0.1304 0.1828062 0.1048486013 [221,] 0.1330 0.1830817 0.1070068578 [222,] 0.1331 0.1830924 0.1070895388 [223,] 0.1351 0.1833082 0.1087380443 [224,] 0.1361 0.1834173 0.1095586434 [225,] 0.1377 0.1835937 0.1108665354 [226,] 0.1407 0.1839299 0.1133020262 [227,] 0.1441 0.1843198 0.1160372330 [228,] 0.1443 0.1843430 0.1161974437 [229,] 0.1454 0.1844713 0.1170772945 [230,] 0.1508 0.1851152 0.1213644504 [231,] 0.1644 0.1868379 0.1319253318 [232,] 0.1793 0.1888874 0.1431072134 [233,] 0.1814 0.1891896 0.1446505228 [234,] 0.1838 0.1895388 0.1464044244 [235,] 0.1927 0.1908705 0.1528164686 [236,] 0.1978 0.1916591 0.1564254650 [237,] 0.2012 0.1921950 0.1588050232 [238,] 0.2026 0.1924180 0.1597786933 [239,] 0.2056 0.1929004 0.1618530533 [240,] 0.2087 0.1934055 0.1639792585 [241,] 0.2099 0.1936027 0.1647975850 [242,] 0.2385 0.1985873 0.1835213156 [243,] 0.2400 0.1988632 0.1844620235 [244,] 0.2620 0.2030696 0.1977860889 , , n=20 newdata fun 1der [1,] -0.3064 0.4426582 -0.050151840 [2,] -0.2579 0.4411971 -0.010289706 [3,] -0.2523 0.4411522 -0.005751170 [4,] -0.2394 0.4411451 0.004633862 [5,] -0.2304 0.4412191 0.011821580 [6,] -0.2187 0.4414118 0.021104177 [7,] -0.2181 0.4414246 0.021578897 [8,] -0.2102 0.4416198 0.027817941 [9,] -0.2015 0.4418916 0.034664189 [10,] -0.1881 0.4424264 0.045158545 [11,] -0.1846 0.4425893 0.047889534 [12,] -0.1842 0.4426085 0.048201381 [13,] -0.1831 0.4426620 0.049058680 [14,] -0.1807 0.4427820 0.050927720 [15,] -0.1782 0.4429117 0.052872550 [16,] -0.1754 0.4430628 0.055048232 [17,] 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0.4676229 0.198151960 [128,] 0.0183 0.4678811 0.199075988 [129,] 0.0189 0.4680006 0.199502269 [130,] 0.0190 0.4680206 0.199573304 [131,] 0.0196 0.4681405 0.199999441 [132,] 0.0197 0.4681605 0.200070452 [133,] 0.0207 0.4683609 0.200780374 [134,] 0.0211 0.4684413 0.201064248 [135,] 0.0215 0.4685217 0.201348067 [136,] 0.0224 0.4687032 0.201986460 [137,] 0.0225 0.4687234 0.202057376 [138,] 0.0230 0.4688246 0.202411903 [139,] 0.0233 0.4688853 0.202624578 [140,] 0.0240 0.4690273 0.203120701 [141,] 0.0248 0.4691900 0.203687494 [142,] 0.0250 0.4692308 0.203829158 [143,] 0.0267 0.4695783 0.205032754 [144,] 0.0286 0.4699692 0.206376785 [145,] 0.0293 0.4701138 0.206871644 [146,] 0.0308 0.4704249 0.207931494 [147,] 0.0312 0.4705081 0.208213992 [148,] 0.0316 0.4705915 0.208496435 [149,] 0.0326 0.4708003 0.209202303 [150,] 0.0332 0.4709260 0.209625661 [151,] 0.0339 0.4710729 0.210119423 [152,] 0.0350 0.4713044 0.210894998 [153,] 0.0382 0.4719829 0.213148872 [154,] 0.0396 0.4722820 0.214133845 [155,] 0.0398 0.4723249 0.214274501 [156,] 0.0413 0.4726471 0.215328987 [157,] 0.0415 0.4726901 0.215469527 [158,] 0.0421 0.4728195 0.215891065 [159,] 0.0441 0.4732527 0.217295308 [160,] 0.0443 0.4732962 0.217435658 [161,] 0.0455 0.4735576 0.218277468 [162,] 0.0467 0.4738201 0.219118787 [163,] 0.0468 0.4738420 0.219188875 [164,] 0.0470 0.4738858 0.219329041 [165,] 0.0476 0.4740176 0.219749455 [166,] 0.0491 0.4743480 0.220799955 [167,] 0.0507 0.4747021 0.221919643 [168,] 0.0512 0.4748132 0.222269367 [169,] 0.0525 0.4751027 0.223178250 [170,] 0.0531 0.4752368 0.223597540 [171,] 0.0544 0.4755280 0.224505582 [172,] 0.0546 0.4755730 0.224645230 [173,] 0.0564 0.4759784 0.225901445 [174,] 0.0579 0.4763181 0.226947448 [175,] 0.0623 0.4773234 0.230011303 [176,] 0.0628 0.4774385 0.230359051 [177,] 0.0631 0.4775076 0.230567659 [178,] 0.0648 0.4779006 0.231749191 [179,] 0.0669 0.4783888 0.233207372 [180,] 0.0672 0.4784588 0.233415561 [181,] 0.0680 0.4786457 0.233970582 [182,] 0.0693 0.4789505 0.234872025 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0.263482153 [211,] 0.1121 0.4896335 0.264228837 [212,] 0.1123 0.4896863 0.264364554 [213,] 0.1130 0.4898716 0.264839455 [214,] 0.1131 0.4898980 0.264907284 [215,] 0.1146 0.4902962 0.265924315 [216,] 0.1150 0.4904026 0.266195394 [217,] 0.1242 0.4928802 0.272415167 [218,] 0.1246 0.4929892 0.272684937 [219,] 0.1288 0.4941405 0.275514241 [220,] 0.1304 0.4945821 0.276590490 [221,] 0.1330 0.4953036 0.278337535 [222,] 0.1331 0.4953314 0.278404683 [223,] 0.1351 0.4958895 0.279746929 [224,] 0.1361 0.4961696 0.280417540 [225,] 0.1377 0.4966192 0.281489811 [226,] 0.1407 0.4974666 0.283497968 [227,] 0.1441 0.4984344 0.285770172 [228,] 0.1443 0.4984916 0.285903709 [229,] 0.1454 0.4988065 0.286637916 [230,] 0.1508 0.5003640 0.290236226 [231,] 0.1644 0.5043726 0.299254627 [232,] 0.1793 0.5089047 0.309062753 [233,] 0.1814 0.5095552 0.310439026 [234,] 0.1838 0.5103021 0.312010070 [235,] 0.1927 0.5131049 0.317818895 [236,] 0.1978 0.5147342 0.321135386 [237,] 0.2012 0.5158298 0.323341458 [238,] 0.2026 0.5162831 0.324248696 [239,] 0.2056 0.5172588 0.326190529 [240,] 0.2087 0.5182731 0.328193869 [241,] 0.2099 0.5186674 0.328968477 [242,] 0.2385 0.5283385 0.347284797 [243,] 0.2400 0.5288601 0.348237753 [244,] 0.2620 0.5366744 0.362126385 , , n=30 newdata fun 1der [1,] -0.3064 0.2391261 -0.4987005375 [2,] -0.2579 0.2167494 -0.4237290722 [3,] -0.2523 0.2144011 -0.4149481702 [4,] -0.2394 0.2091792 -0.3946227396 [5,] -0.2304 0.2056917 -0.3803612724 [6,] -0.2187 0.2013504 -0.3617219158 [7,] -0.2181 0.2011337 -0.3607630209 [8,] -0.2102 0.1983336 -0.3481099986 [9,] -0.2015 0.1953659 -0.3341163550 [10,] -0.1881 0.1910338 -0.3124413246 [11,] -0.1846 0.1899502 -0.3067556476 [12,] -0.1842 0.1898276 -0.3061052154 [13,] -0.1831 0.1894919 -0.3043158492 [14,] -0.1807 0.1887662 -0.3004083283 [15,] -0.1782 0.1880203 -0.2963329639 [16,] -0.1754 0.1871969 -0.2917624620 [17,] -0.1697 0.1855604 -0.2824383314 [18,] -0.1683 0.1851666 -0.2801441124 [19,] -0.1663 0.1846096 -0.2768638645 [20,] -0.1512 0.1806165 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[206,] 0.1058 0.1722547 0.1825866436 [207,] 0.1065 0.1723829 0.1836161356 [208,] 0.1086 0.1727717 0.1866939590 [209,] 0.1109 0.1732049 0.1900465743 [210,] 0.1110 0.1732240 0.1901919054 [211,] 0.1121 0.1734340 0.1917881559 [212,] 0.1123 0.1734724 0.1920779123 [213,] 0.1130 0.1736072 0.1930909181 [214,] 0.1131 0.1736266 0.1932354883 [215,] 0.1146 0.1739180 0.1953996930 [216,] 0.1150 0.1739963 0.1959754374 [217,] 0.1242 0.1758597 0.2090575545 [218,] 0.1246 0.1759434 0.2096194027 [219,] 0.1288 0.1768362 0.2154848202 [220,] 0.1304 0.1771827 0.2177029395 [221,] 0.1330 0.1777534 0.2212881725 [222,] 0.1331 0.1777756 0.2214255911 [223,] 0.1351 0.1782211 0.2241665742 [224,] 0.1361 0.1784460 0.2255317881 [225,] 0.1377 0.1788086 0.2277088120 [226,] 0.1407 0.1794978 0.2317664545 [227,] 0.1441 0.1802936 0.2363268354 [228,] 0.1443 0.1803409 0.2365938265 [229,] 0.1454 0.1806019 0.2380597616 [230,] 0.1508 0.1819068 0.2451882595 [231,] 0.1644 0.1853607 0.2626260051 [232,] 0.1793 0.1894113 0.2809402234 [233,] 0.1814 0.1900039 0.2834550983 [234,] 0.1838 0.1906876 0.2863091768 [235,] 0.1927 0.1932823 0.2967062118 [236,] 0.1978 0.1948103 0.3025314161 [237,] 0.2012 0.1958455 0.3063611951 [238,] 0.2026 0.1962755 0.3079256785 [239,] 0.2056 0.1972043 0.3112536198 [240,] 0.2087 0.1981744 0.3146573615 [241,] 0.2099 0.1985528 0.3159653526 [242,] 0.2385 0.2080198 0.3455557721 [243,] 0.2400 0.2085392 0.3470238373 [244,] 0.2620 0.2164033 0.3675949756 , , n=44 newdata fun 1der [1,] -0.3064 0.2408518 -0.328944461 [2,] -0.2579 0.2258422 -0.289165438 [3,] -0.2523 0.2242367 -0.284247413 [4,] -0.2394 0.2206442 -0.272659608 [5,] -0.2304 0.2182276 -0.264332289 [6,] -0.2187 0.2151997 -0.253190671 [7,] -0.2181 0.2150480 -0.252609673 [8,] -0.2102 0.2130828 -0.244872232 [9,] -0.2015 0.2109902 -0.236149418 [10,] -0.1881 0.2079184 -0.222228919 [11,] -0.1846 0.2071471 -0.218495372 [12,] -0.1842 0.2070598 -0.218066106 [13,] -0.1831 0.2068206 -0.216882905 [14,] -0.1807 0.2063032 -0.214287514 [15,] -0.1782 0.2057709 -0.211563770 [16,] -0.1754 0.2051828 -0.208488691 [17,] -0.1697 0.2040124 -0.202148766 [18,] -0.1683 0.2037305 -0.200575191 [19,] -0.1663 0.2033316 -0.198316007 [20,] -0.1512 0.2004681 -0.180833121 [21,] -0.1505 0.2003418 -0.180004407 [22,] -0.1419 0.1988379 -0.169691102 [23,] -0.1353 0.1977446 -0.161610713 [24,] -0.1337 0.1974876 -0.159630183 [25,] -0.1285 0.1966743 -0.153135117 [26,] -0.1247 0.1961015 -0.148332294 [27,] -0.1209 0.1955471 -0.143481819 [28,] -0.1167 0.1949558 -0.138065328 [29,] -0.1154 0.1947774 -0.136376998 [30,] -0.1141 0.1946012 -0.134683090 [31,] -0.1138 0.1945609 -0.134291397 [32,] -0.1124 0.1943742 -0.132459566 [33,] -0.1123 0.1943609 -0.132328474 [34,] -0.1121 0.1943345 -0.132066189 [35,] -0.1053 0.1934669 -0.123069991 [36,] -0.1039 0.1932959 -0.121198891 [37,] -0.0988 0.1926953 -0.114328043 [38,] -0.0984 0.1926497 -0.113785523 [39,] -0.0977 0.1925704 -0.112834842 [40,] -0.0955 0.1923254 -0.109836462 [41,] -0.0948 0.1922489 -0.108879083 [42,] -0.0923 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[124,] 0.0159 0.1893181 0.062073365 [125,] 0.0160 0.1893243 0.062241641 [126,] 0.0164 0.1893493 0.062914700 [127,] 0.0170 0.1893874 0.063924152 [128,] 0.0183 0.1894719 0.066110732 [129,] 0.0189 0.1895119 0.067119662 [130,] 0.0190 0.1895186 0.067287801 [131,] 0.0196 0.1895593 0.068296539 [132,] 0.0197 0.1895661 0.068464646 [133,] 0.0207 0.1896354 0.070145465 [134,] 0.0211 0.1896636 0.070817665 [135,] 0.0215 0.1896921 0.071489792 [136,] 0.0224 0.1897571 0.073001809 [137,] 0.0225 0.1897644 0.073169788 [138,] 0.0230 0.1898012 0.074009615 [139,] 0.0233 0.1898235 0.074513456 [140,] 0.0240 0.1898760 0.075688925 [141,] 0.0248 0.1899371 0.077032045 [142,] 0.0250 0.1899526 0.077367779 [143,] 0.0267 0.1900865 0.080220781 [144,] 0.0286 0.1902420 0.083408026 [145,] 0.0293 0.1903008 0.084582240 [146,] 0.0308 0.1904295 0.087098613 [147,] 0.0312 0.1904645 0.087769692 [148,] 0.0316 0.1904997 0.088440790 [149,] 0.0326 0.1905890 0.090118620 [150,] 0.0332 0.1906434 0.091125375 [151,] 0.0339 0.1907076 0.092299978 [152,] 0.0350 0.1908101 0.094145903 [153,] 0.0382 0.1911200 0.099516697 [154,] 0.0396 0.1912610 0.101866807 [155,] 0.0398 0.1912814 0.102202557 [156,] 0.0413 0.1914366 0.104720832 [157,] 0.0415 0.1914575 0.105056622 [158,] 0.0421 0.1915209 0.106064023 [159,] 0.0441 0.1917364 0.109422338 [160,] 0.0443 0.1917583 0.109758196 [161,] 0.0455 0.1918912 0.111773447 [162,] 0.0467 0.1920265 0.113788871 [163,] 0.0468 0.1920379 0.113956831 [164,] 0.0470 0.1920607 0.114292754 [165,] 0.0476 0.1921296 0.115300553 [166,] 0.0491 0.1923045 0.117820240 [167,] 0.0507 0.1924951 0.120508207 [168,] 0.0512 0.1925556 0.121348259 [169,] 0.0525 0.1927148 0.123532538 [170,] 0.0531 0.1927892 0.124540735 [171,] 0.0544 0.1929525 0.126725312 [172,] 0.0546 0.1929779 0.127061419 [173,] 0.0564 0.1932093 0.130086598 [174,] 0.0579 0.1934063 0.132607880 [175,] 0.0623 0.1940061 0.140005206 [176,] 0.0628 0.1940763 0.140845959 [177,] 0.0631 0.1941186 0.141350425 [178,] 0.0648 0.1943614 0.144209273 [179,] 0.0669 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0.1278479032 [198,] 0.0880 0.04858509 0.1280176743 [199,] 0.0913 0.04901681 0.1336411955 [200,] 0.0935 0.04931497 0.1374129385 [201,] 0.0962 0.04969226 0.1420667473 [202,] 0.1000 0.05024463 0.1486629492 [203,] 0.1011 0.05040922 0.1505825008 [204,] 0.1013 0.05043937 0.1509319985 [205,] 0.1025 0.05062175 0.1530321408 [206,] 0.1058 0.05113632 0.1588354266 [207,] 0.1065 0.05124793 0.1600716862 [208,] 0.1086 0.05158799 0.1637915101 [209,] 0.1109 0.05196941 0.1678846125 [210,] 0.1110 0.05198621 0.1680630243 [211,] 0.1121 0.05217216 0.1700280335 [212,] 0.1123 0.05220620 0.1703857963 [213,] 0.1130 0.05232591 0.1716391495 [214,] 0.1131 0.05234308 0.1718183502 [215,] 0.1146 0.05260283 0.1745108694 [216,] 0.1150 0.05267277 0.1752303021 [217,] 0.1242 0.05436153 0.1919431560 [218,] 0.1246 0.05443845 0.1926770150 [219,] 0.1288 0.05526393 0.2004188249 [220,] 0.1304 0.05558697 0.2033855176 [221,] 0.1330 0.05612206 0.2082269055 [222,] 0.1331 0.05614290 0.2084136199 [223,] 0.1351 0.05656346 0.2121557972 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0.03826349 -0.200000509 [85,] -0.0244 0.03806435 -0.198271822 [86,] -0.0243 0.03804453 -0.198098818 [87,] -0.0240 0.03798518 -0.197579660 [88,] -0.0206 0.03732343 -0.191680410 [89,] -0.0195 0.03711363 -0.189765320 [90,] -0.0193 0.03707572 -0.189416680 [91,] -0.0191 0.03703787 -0.189067903 [92,] -0.0190 0.03701897 -0.188893464 [93,] -0.0186 0.03694355 -0.188195365 [94,] -0.0153 0.03633203 -0.182415219 [95,] -0.0148 0.03624105 -0.181536198 [96,] -0.0142 0.03613244 -0.180480246 [97,] -0.0117 0.03568675 -0.176067225 [98,] -0.0109 0.03554646 -0.174650554 [99,] -0.0096 0.03532092 -0.172343805 [100,] -0.0088 0.03518361 -0.170921402 [101,] -0.0078 0.03501358 -0.169140326 [102,] -0.0075 0.03496292 -0.168605338 [103,] -0.0073 0.03492923 -0.168248509 [104,] -0.0064 0.03477853 -0.166641088 [105,] -0.0060 0.03471202 -0.165925791 [106,] -0.0052 0.03457985 -0.164493560 [107,] -0.0048 0.03451420 -0.163776626 [108,] -0.0039 0.03436752 -0.162161527 [109,] -0.0024 0.03412630 -0.159463554 [110,] -0.0014 0.03396774 -0.157660640 [111,] -0.0006 0.03384219 -0.156215852 [112,] -0.0001 0.03376431 -0.155311750 [113,] 0.0021 0.03342701 -0.151323569 [114,] 0.0044 0.03308378 -0.147136449 [115,] 0.0056 0.03290853 -0.144944698 [116,] 0.0064 0.03279316 -0.143480801 [117,] 0.0072 0.03267896 -0.142014721 [118,] 0.0080 0.03256593 -0.140546456 [119,] 0.0084 0.03250986 -0.139811505 [120,] 0.0085 0.03249589 -0.139627682 [121,] 0.0099 0.03230221 -0.137050576 [122,] 0.0107 0.03219316 -0.135574941 [123,] 0.0137 0.03179476 -0.130021860 [124,] 0.0159 0.03151321 -0.125930082 [125,] 0.0160 0.03150063 -0.125743700 [126,] 0.0164 0.03145048 -0.124997829 [127,] 0.0170 0.03137582 -0.123878000 [128,] 0.0183 0.03121635 -0.121447489 [129,] 0.0189 0.03114382 -0.120323770 [130,] 0.0190 0.03113180 -0.120136364 [131,] 0.0196 0.03106005 -0.119011211 [132,] 0.0197 0.03104816 -0.118823566 [133,] 0.0207 0.03093028 -0.116945241 [134,] 0.0211 0.03088365 -0.116192956 [135,] 0.0215 0.03083732 -0.115440124 [136,] 0.0224 0.03073419 -0.113744257 [137,] 0.0225 0.03072283 -0.113555657 [138,] 0.0230 0.03066628 -0.112612144 [139,] 0.0233 0.03063259 -0.112045626 [140,] 0.0240 0.03055462 -0.110722572 [141,] 0.0248 0.03046664 -0.109208647 [142,] 0.0250 0.03044484 -0.108829861 [143,] 0.0267 0.03026257 -0.105605268 [144,] 0.0286 0.03006535 -0.101990902 [145,] 0.0293 0.02999442 -0.100656524 [146,] 0.0308 0.02984559 -0.097792120 [147,] 0.0312 0.02980662 -0.097027123 [148,] 0.0316 0.02976796 -0.096261638 [149,] 0.0326 0.02967266 -0.094345796 [150,] 0.0332 0.02961640 -0.093194831 [151,] 0.0339 0.02955163 -0.091850652 [152,] 0.0350 0.02945176 -0.089735359 [153,] 0.0382 0.02917448 -0.083560839 [154,] 0.0396 0.02905939 -0.080849687 [155,] 0.0398 0.02904326 -0.080461892 [156,] 0.0413 0.02892475 -0.077548974 [157,] 0.0415 0.02890928 -0.077159965 [158,] 0.0421 0.02886333 -0.075992063 [159,] 0.0441 0.02871525 -0.072089565 [160,] 0.0443 0.02870087 -0.071698512 [161,] 0.0455 0.02861624 -0.069349130 [162,] 0.0467 0.02853443 -0.066994492 [163,] 0.0468 0.02852774 -0.066798035 [164,] 0.0470 0.02851442 -0.066405011 [165,] 0.0476 0.02847493 -0.065225065 [166,] 0.0491 0.02837931 -0.062269450 [167,] 0.0507 0.02828221 -0.059107743 [168,] 0.0512 0.02825290 -0.058117794 [169,] 0.0525 0.02817902 -0.055539655 [170,] 0.0531 0.02814606 -0.054347664 [171,] 0.0544 0.02807709 -0.051760511 [172,] 0.0546 0.02806677 -0.051361940 [173,] 0.0564 0.02797756 -0.047768231 [174,] 0.0579 0.02790816 -0.044764441 [175,] 0.0623 0.02773065 -0.035905950 [176,] 0.0628 0.02771295 -0.034894832 [177,] 0.0631 0.02770258 -0.034287724 [178,] 0.0648 0.02764722 -0.030841238 [179,] 0.0669 0.02758693 -0.026569252 [180,] 0.0672 0.02757905 -0.025957655 [181,] 0.0680 0.02755894 -0.024325122 [182,] 0.0693 0.02752904 -0.021667275 [183,] 0.0694 0.02752689 -0.021462569 [184,] 0.0702 0.02751037 -0.019823613 [185,] 0.0747 0.02744198 -0.010560963 [186,] 0.0750 0.02743890 -0.009940825 [187,] 0.0770 0.02742316 -0.005797372 [188,] 0.0783 0.02741738 -0.003094954 [189,] 0.0790 0.02741573 -0.001636800 [190,] 0.0807 0.02741596 0.001913191 [191,] 0.0814 0.02741781 0.003378559 [192,] 0.0827 0.02742397 0.006105539 [193,] 0.0829 0.02742524 0.006525719 [194,] 0.0835 0.02742953 0.007787287 [195,] 0.0850 0.02744358 0.010947972 [196,] 0.0871 0.02747123 0.015390621 [197,] 0.0879 0.02748422 0.017089404 [198,] 0.0880 0.02748594 0.017302001 [199,] 0.0913 0.02755465 0.024348767 [200,] 0.0935 0.02761342 0.029080108 [201,] 0.0962 0.02769982 0.034925930 [202,] 0.1000 0.02784829 0.043234430 [203,] 0.1011 0.02789718 0.045657246 [204,] 0.1013 0.02790636 0.046098613 [205,] 0.1025 0.02796327 0.048752338 [206,] 0.1058 0.02813625 0.056098914 [207,] 0.1065 0.02817607 0.057666486 [208,] 0.1086 0.02830212 0.062388536 [209,] 0.1109 0.02845159 0.067593582 [210,] 0.1110 0.02845836 0.067820677 [211,] 0.1121 0.02853434 0.070323068 [212,] 0.1123 0.02854845 0.070778903 [213,] 0.1130 0.02859856 0.072376398 [214,] 0.1131 0.02860581 0.072604875 [215,] 0.1146 0.02871729 0.076039915 [216,] 0.1150 0.02874789 0.076958425 [217,] 0.1242 0.02955399 0.098374569 [218,] 0.1246 0.02959353 0.099318333 [219,] 0.1288 0.03003157 0.109291379 [220,] 0.1304 0.03020950 0.113121149 [221,] 0.1330 0.03051174 0.119378465 [222,] 0.1331 0.03052369 0.119619829 [223,] 0.1351 0.03076776 0.124457421 [224,] 0.1361 0.03089343 0.126883574 [225,] 0.1377 0.03109956 0.130775299 [226,] 0.1407 0.03150286 0.138098795 [227,] 0.1441 0.03198656 0.146439493 [228,] 0.1443 0.03201590 0.146931689 [229,] 0.1454 0.03217902 0.149642963 [230,] 0.1508 0.03302322 0.163052655 [231,] 0.1644 0.03547348 0.197414971 [232,] 0.1793 0.03870116 0.235977267 [233,] 0.1814 0.03920248 0.241471460 [234,] 0.1838 0.03978956 0.247764459 [235,] 0.1927 0.04209906 0.271282537 [236,] 0.1978 0.04351732 0.284915964 [237,] 0.2012 0.04450158 0.294068788 [238,] 0.2026 0.04491592 0.297852449 [239,] 0.2056 0.04582168 0.305989469 [240,] 0.2087 0.04678333 0.314439455 [241,] 0.2099 0.04716263 0.317721710 [242,] 0.2385 0.05737692 0.396653811 [243,] 0.2400 0.05797501 0.400803893 [244,] 0.2620 0.06746142 0.461500750 , , n=150 newdata fun 1der [1,] -0.3064 0.0973363433 -0.6737814492 [2,] -0.2579 0.0664967218 -0.5976857391 [3,] -0.2523 0.0631747148 -0.5887373193 [4,] -0.2394 0.0557138655 -0.5679409528 [5,] -0.2304 0.0506683350 -0.5532611026 [6,] -0.2187 0.0443079684 -0.5339354941 [7,] -0.2181 0.0439879066 -0.5329370691 [8,] -0.2102 0.0398298124 -0.5197251059 [9,] -0.2015 0.0353719350 -0.5050534024 [10,] -0.1881 0.0287569310 -0.4822160291 [11,] -0.1846 0.0270796581 -0.4762255299 [12,] -0.1842 0.0268893048 -0.4755408707 [13,] -0.1831 0.0263672454 -0.4736580252 [14,] -0.1807 0.0252353959 -0.4695498331 [15,] -0.1782 0.0240668708 -0.4652702247 [16,] -0.1754 0.0227708250 -0.4604767705 [17,] -0.1697 0.0201739201 -0.4507177119 [18,] -0.1683 0.0195445933 -0.4483204726 [19,] -0.1663 0.0186513779 -0.4448946720 [20,] -0.1512 0.0121290096 -0.4189806854 [21,] -0.1505 0.0118361443 -0.4177772676 [22,] -0.1419 0.0083068800 -0.4029771837 [23,] -0.1353 0.0056847666 -0.3915998674 [24,] -0.1337 0.0050604152 -0.3888392305 [25,] -0.1285 0.0030617920 -0.3798591295 [26,] -0.1247 0.0016308638 -0.3732505402 [27,] -0.1209 0.0002251670 -0.3665794661 [28,] -0.1167 -0.0012988648 -0.3591392036 [29,] -0.1154 -0.0017642414 -0.3568238580 [30,] -0.1141 -0.0022266044 -0.3545030063 [31,] -0.1138 -0.0023328749 -0.3539666432 [32,] -0.1124 -0.0028266741 -0.3514597384 [33,] -0.1123 -0.0028618111 -0.3512804294 [34,] -0.1121 -0.0029320313 -0.3509217137 [35,] -0.1053 -0.0052766532 -0.3386478388 [36,] -0.1039 -0.0057489789 -0.3361021635 [37,] -0.0988 -0.0074393507 -0.3267746300 [38,] -0.0984 -0.0075699136 -0.3260394749 [39,] -0.0977 -0.0077976906 -0.3247516992 [40,] -0.0955 -0.0085076838 -0.3206940109 [41,] -0.0948 -0.0087317166 -0.3193996214 [42,] -0.0923 -0.0095244251 -0.3147637695 [43,] -0.0909 -0.0099632717 -0.3121587980 [44,] -0.0902 -0.0101813262 -0.3108539176 [45,] -0.0888 -0.0106146922 -0.3082393675 [46,] -0.0871 -0.0111359946 -0.3050559384 [47,] 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0.0476 -0.0342197093 -0.0321553430 [166,] 0.0491 -0.0342655548 -0.0289717560 [167,] 0.0507 -0.0343091919 -0.0255742342 [168,] 0.0512 -0.0343217135 -0.0245121513 [169,] 0.0525 -0.0343517839 -0.0217499398 [170,] 0.0531 -0.0343644513 -0.0204746851 [171,] 0.0544 -0.0343892720 -0.0177107929 [172,] 0.0546 -0.0343927717 -0.0172854766 [173,] 0.0564 -0.0344204397 -0.0134564054 [174,] 0.0579 -0.0344382301 -0.0102638286 [175,] 0.0623 -0.0344627735 -0.0008901042 [176,] 0.0628 -0.0344629521 0.0001759253 [177,] 0.0631 -0.0344628034 0.0008156247 [178,] 0.0648 -0.0344583349 0.0044417446 [179,] 0.0669 -0.0344443016 0.0089237842 [180,] 0.0672 -0.0344415284 0.0095643205 [181,] 0.0680 -0.0344331936 0.0112727169 [182,] 0.0693 -0.0344167341 0.0140497897 [183,] 0.0694 -0.0344153184 0.0142634583 [184,] 0.0702 -0.0344032238 0.0159730523 [185,] 0.0747 -0.0343096950 0.0255976327 [186,] 0.0750 -0.0343019194 0.0262397613 [187,] 0.0770 -0.0342451579 0.0305221839 [188,] 0.0783 -0.0342036689 0.0333072182 [189,] 0.0790 -0.0341798288 0.0348073284 [190,] 0.0807 -0.0341175588 0.0384518412 [191,] 0.0814 -0.0340901171 0.0399530945 [192,] 0.0827 -0.0340363654 0.0427420211 [193,] 0.0829 -0.0340277741 0.0431711888 [194,] 0.0835 -0.0340014851 0.0444588552 [195,] 0.0850 -0.0339323818 0.0476790929 [196,] 0.0871 -0.0338275198 0.0521899978 [197,] 0.0879 -0.0337850801 0.0539092271 [198,] 0.0880 -0.0337796785 0.0541241614 [199,] 0.0913 -0.0335893613 0.0612208102 [200,] 0.0935 -0.0334494674 0.0659560262 [201,] 0.0962 -0.0332635357 0.0717719290 [202,] 0.1000 -0.0329752353 0.0799697221 [203,] 0.1011 -0.0328859593 0.0823509710 [204,] 0.1013 -0.0328694458 0.0827844305 [205,] 0.1025 -0.0327685426 0.0853884515 [206,] 0.1058 -0.0324749221 0.0925660105 [207,] 0.1065 -0.0324095924 0.0940905576 [208,] 0.1086 -0.0322071965 0.0986684642 [209,] 0.1109 -0.0319744861 0.1036897030 [210,] 0.1110 -0.0319641062 0.1039081919 [211,] 0.1121 -0.0318484850 0.1063125263 [212,] 0.1123 -0.0318271787 0.1067498419 [213,] 0.1130 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0.3036963683 [238,] 0.2026 -0.0132027752 0.3068487158 [239,] 0.2056 -0.0122720910 0.3136084549 [240,] 0.2087 -0.0112890693 0.3206001578 [241,] 0.2099 -0.0109027244 0.3233081542 [242,] 0.2385 -0.0007279767 0.3884036657 [243,] 0.2400 -0.0001427871 0.3918496605 [244,] 0.2620 0.0090361216 0.4426721795 , , n=220 newdata fun 1der [1,] -0.3064 0.14663920 -0.4603146233 [2,] -0.2579 0.12611760 -0.3859331334 [3,] -0.2523 0.12398026 -0.3774243123 [4,] -0.2394 0.11923579 -0.3582486637 [5,] -0.2304 0.11607084 -0.3450875911 [6,] -0.2187 0.11213282 -0.3281029980 [7,] -0.2181 0.11193621 -0.3272353422 [8,] -0.2102 0.10939617 -0.3158146257 [9,] -0.2015 0.10670327 -0.3032455640 [10,] -0.1881 0.10276935 -0.2839120447 [11,] -0.1846 0.10178448 -0.2788675730 [12,] -0.1842 0.10167305 -0.2782912025 [13,] -0.1831 0.10136780 -0.2767063322 [14,] -0.1807 0.10070786 -0.2732491900 [15,] -0.1782 0.10002923 -0.2696491036 [16,] -0.1754 0.09927986 -0.2656183437 [17,] -0.1697 0.09778921 -0.2574182116 [18,] -0.1683 0.09743023 -0.2554057957 [19,] -0.1663 0.09692230 -0.2525321292 [20,] -0.1512 0.09327262 -0.2308825355 [21,] -0.1505 0.09311135 -0.2298819427 [22,] -0.1419 0.09118702 -0.2176658975 [23,] -0.1353 0.08978097 -0.2084372371 [24,] -0.1337 0.08944924 -0.2062244733 [25,] -0.1285 0.08839546 -0.1990888559 [26,] -0.1247 0.08764875 -0.1939209907 [27,] -0.1209 0.08692161 -0.1887903061 [28,] -0.1167 0.08614054 -0.1831524071 [29,] -0.1154 0.08590357 -0.1814142916 [30,] -0.1141 0.08566886 -0.1796794816 [31,] -0.1138 0.08561502 -0.1792796102 [32,] -0.1124 0.08536533 -0.1774158714 [33,] -0.1123 0.08534760 -0.1772828939 [34,] -0.1121 0.08531217 -0.1770169976 [35,] -0.1053 0.08413908 -0.1680230729 [36,] -0.1039 0.08390514 -0.1661826094 [37,] -0.0988 0.08307464 -0.1595086361 [38,] -0.0984 0.08301095 -0.1589870668 [39,] -0.0977 0.08289997 -0.1580749718 [40,] -0.0955 0.08255536 -0.1552147170 [41,] -0.0948 0.08244702 -0.1543072252 [42,] -0.0923 0.08206530 -0.1510767727 [43,] -0.0909 0.08185505 -0.1492749489 [44,] -0.0902 0.08175087 -0.1483762023 [45,] -0.0888 0.08154440 -0.1465836811 [46,] -0.0871 0.08129706 -0.1444159603 [47,] -0.0866 0.08122501 -0.1437802557 [48,] -0.0807 0.08039870 -0.1363444104 [49,] -0.0806 0.08038507 -0.1362191842 [50,] -0.0707 0.07909744 -0.1239677584 [51,] -0.0693 0.07892508 -0.1222644046 [52,] -0.0680 0.07876716 -0.1206862010 [53,] -0.0671 0.07865904 -0.1195946576 [54,] -0.0648 0.07838718 -0.1168056413 [55,] -0.0644 0.07834055 -0.1163205189 [56,] -0.0637 0.07825942 -0.1154715005 [57,] -0.0636 0.07824788 -0.1153502065 [58,] -0.0606 0.07790730 -0.1116983739 [59,] -0.0541 0.07720734 -0.1036406312 [60,] -0.0537 0.07716598 -0.1031379026 [61,] -0.0520 0.07699247 -0.1009904304 [62,] -0.0518 0.07697230 -0.1007365596 [63,] -0.0516 0.07695217 -0.1004824305 [64,] -0.0514 0.07693210 -0.1002280430 [65,] -0.0507 0.07686226 -0.0993356521 [66,] -0.0468 0.07648462 -0.0943067632 [67,] -0.0467 0.07647520 -0.0941766384 [68,] -0.0465 0.07645639 -0.0939162230 [69,] -0.0407 0.07593377 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-0.0148 0.07416318 -0.0499704389 [96,] -0.0142 0.07413346 -0.0490964666 [97,] -0.0117 0.07401529 -0.0454397552 [98,] -0.0109 0.07397940 -0.0442644433 [99,] -0.0096 0.07392311 -0.0423492211 [100,] -0.0088 0.07388970 -0.0411673365 [101,] -0.0078 0.07384927 -0.0396864596 [102,] -0.0075 0.07383743 -0.0392414336 [103,] -0.0073 0.07382961 -0.0389445540 [104,] -0.0064 0.07379517 -0.0376066592 [105,] -0.0060 0.07378024 -0.0370110221 [106,] -0.0052 0.07375111 -0.0358178699 [107,] -0.0048 0.07373690 -0.0352203549 [108,] -0.0039 0.07370581 -0.0338736574 [109,] -0.0024 0.07365669 -0.0316221193 [110,] -0.0014 0.07362582 -0.0301162035 [111,] -0.0006 0.07360221 -0.0289086540 [112,] -0.0001 0.07358794 -0.0281526640 [113,] 0.0021 0.07352967 -0.0248146886 [114,] 0.0044 0.07347663 -0.0213047407 [115,] 0.0056 0.07345217 -0.0194652477 [116,] 0.0064 0.07343709 -0.0182358981 [117,] 0.0072 0.07342299 -0.0170051831 [118,] 0.0080 0.07340988 -0.0157733570 [119,] 0.0084 0.07340370 -0.0151570273 [120,] 0.0085 0.07340219 -0.0150029014 [121,] 0.0099 0.07338269 -0.0128433168 [122,] 0.0107 0.07337291 -0.0116077405 [123,] 0.0137 0.07334505 -0.0069644337 [124,] 0.0159 0.07333349 -0.0035494112 [125,] 0.0160 0.07333314 -0.0033939833 [126,] 0.0164 0.07333191 -0.0027720979 [127,] 0.0170 0.07333052 -0.0018387489 [128,] 0.0183 0.07332945 0.0001856514 [129,] 0.0189 0.07332984 0.0011209795 [130,] 0.0190 0.07332996 0.0012769283 [131,] 0.0196 0.07333101 0.0022129857 [132,] 0.0197 0.07333123 0.0023690560 [133,] 0.0207 0.07333438 0.0039307142 [134,] 0.0211 0.07333608 0.0045558636 [135,] 0.0215 0.07333803 0.0051812907 [136,] 0.0224 0.07334333 0.0065895175 [137,] 0.0225 0.07334399 0.0067460740 [138,] 0.0230 0.07334756 0.0075291166 [139,] 0.0233 0.07334989 0.0079991506 [140,] 0.0240 0.07335587 0.0090965041 [141,] 0.0248 0.07336365 0.0103516256 [142,] 0.0250 0.07336576 0.0106654710 [143,] 0.0267 0.07338615 0.0133327444 [144,] 0.0286 0.07341432 0.0163129399 [145,] 0.0293 0.07342612 0.0174106739 [146,] 0.0308 0.07345400 0.0197620348 [147,] 0.0312 0.07346203 0.0203887808 [148,] 0.0316 0.07347031 0.0210154072 [149,] 0.0326 0.07349211 0.0225814504 [150,] 0.0332 0.07350594 0.0235207176 [151,] 0.0339 0.07352279 0.0246161895 [152,] 0.0350 0.07355081 0.0263369056 [153,] 0.0382 0.07364311 0.0313519727 [154,] 0.0396 0.07368854 0.0335575469 [155,] 0.0398 0.07369528 0.0338732195 [156,] 0.0413 0.07374787 0.0362454709 [157,] 0.0415 0.07375515 0.0365623986 [158,] 0.0421 0.07377738 0.0375140677 [159,] 0.0441 0.07385558 0.0406958956 [160,] 0.0443 0.07386376 0.0410148905 [161,] 0.0455 0.07391412 0.0429319606 [162,] 0.0467 0.07396679 0.0448543463 [163,] 0.0468 0.07397129 0.0450147851 [164,] 0.0470 0.07398032 0.0453357733 [165,] 0.0476 0.07400781 0.0462996239 [166,] 0.0491 0.07407907 0.0487150645 [167,] 0.0507 0.07415908 0.0513006890 [168,] 0.0512 0.07418494 0.0521106347 [169,] 0.0525 0.07425405 0.0542208123 [170,] 0.0531 0.07428688 0.0551968445 [171,] 0.0544 0.07436001 0.0573161398 [172,] 0.0546 0.07437151 0.0576427389 [173,] 0.0564 0.07447791 0.0605887757 [174,] 0.0579 0.07457064 0.0630529425 [175,] 0.0623 0.07486406 0.0703287745 [176,] 0.0628 0.07489943 0.0711594636 [177,] 0.0631 0.07492085 0.0716581397 [178,] 0.0648 0.07504507 0.0744876901 [179,] 0.0669 0.07520518 0.0779907199 [180,] 0.0672 0.07522865 0.0784915799 [181,] 0.0680 0.07529198 0.0798276730 [182,] 0.0693 0.07539716 0.0820002721 [183,] 0.0694 0.07540537 0.0821674693 [184,] 0.0702 0.07547164 0.0835054291 [185,] 0.0747 0.07586437 0.0910440998 [186,] 0.0750 0.07589176 0.0915474414 [187,] 0.0770 0.07607821 0.0949054917 [188,] 0.0783 0.07620301 0.0970904993 [189,] 0.0790 0.07627138 0.0982677842 [190,] 0.0807 0.07644087 0.1011290682 [191,] 0.0814 0.07651207 0.1023081349 [192,] 0.0827 0.07664650 0.1044990964 [193,] 0.0829 0.07666743 0.1048362101 [194,] 0.0835 0.07673064 0.1058474952 [195,] 0.0850 0.07689130 0.1083753408 [196,] 0.0871 0.07712261 0.1119134437 [197,] 0.0879 0.07721268 0.1132610221 [198,] 0.0880 0.07722401 0.1134294589 [199,] 0.0913 0.07760750 0.1189865663 [200,] 0.0935 0.07787334 0.1226898947 [201,] 0.0962 0.07821074 0.1272333470 [202,] 0.1000 0.07870637 0.1336249572 [203,] 0.1011 0.07885438 0.1354745321 [204,] 0.1013 0.07888150 0.1358107882 [205,] 0.1025 0.07904569 0.1378281287 [206,] 0.1058 0.07950967 0.1433740849 [207,] 0.1065 0.07961045 0.1445501735 [208,] 0.1086 0.07991770 0.1480777544 [209,] 0.1109 0.08026273 0.1519400170 [210,] 0.1110 0.08027793 0.1521079046 [211,] 0.1121 0.08044626 0.1539544587 [212,] 0.1123 0.08047709 0.1542901548 [213,] 0.1130 0.08058550 0.1554649911 [214,] 0.1131 0.08060106 0.1556328105 [215,] 0.1146 0.08083639 0.1581485684 [216,] 0.1150 0.08089979 0.1588189255 [217,] 0.1242 0.08243154 0.1741483141 [218,] 0.1246 0.08250133 0.1748125393 [219,] 0.1288 0.08325019 0.1817825179 [220,] 0.1304 0.08354316 0.1844356411 [221,] 0.1330 0.08402830 0.1887444873 [222,] 0.1331 0.08404718 0.1889101508 [223,] 0.1351 0.08442831 0.1922224685 [224,] 0.1361 0.08462136 0.1938780976 [225,] 0.1377 0.08493369 0.1965290940 [226,] 0.1407 0.08553074 0.2015076836 [227,] 0.1441 0.08622547 0.2071626542 [228,] 0.1443 0.08626694 0.2074957154 [229,] 0.1454 0.08649619 0.2093283781 [230,] 0.1508 0.08765090 0.2183453603 [231,] 0.1644 0.09077559 0.2412040548 [232,] 0.1793 0.09455761 0.2664904538 [233,] 0.1814 0.09512100 0.2700733966 [234,] 0.1838 0.09577410 0.2741737932 [235,] 0.1927 0.09828208 0.2894311717 [236,] 0.1978 0.09978057 0.2982207580 [237,] 0.2012 0.10080452 0.3041033415 [238,] 0.2026 0.10123196 0.3065323447 [239,] 0.2056 0.10215939 0.3117563493 [240,] 0.2087 0.10313424 0.3171817033 [241,] 0.2099 0.10351612 0.3192892667 [242,] 0.2385 0.11336952 0.3698448193 [243,] 0.2400 0.11392628 0.3725030859 [244,] 0.2620 0.12254874 0.4113410409 , , n=340 newdata fun 1der [1,] -0.3064 7.957221e-02 -0.656392048 [2,] -0.2579 5.002965e-02 -0.561968898 [3,] -0.2523 4.691316e-02 -0.551060355 [4,] -0.2394 3.996709e-02 -0.525825666 [5,] -0.2304 3.531425e-02 -0.508123640 [6,] -0.2187 2.950485e-02 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0.426687581 [230,] 0.1508 1.578810e-02 0.438557586 [231,] 0.1644 2.195116e-02 0.467545170 [232,] 0.1793 2.914490e-02 0.497810888 [233,] 0.1814 3.019466e-02 0.501958881 [234,] 0.1838 3.140503e-02 0.506677223 [235,] 0.1927 3.599163e-02 0.523960552 [236,] 0.1978 3.868869e-02 0.533686522 [237,] 0.2012 4.051415e-02 0.540105192 [238,] 0.2026 4.127214e-02 0.542735972 [239,] 0.2056 4.290878e-02 0.548349386 [240,] 0.2087 4.461761e-02 0.554115576 [241,] 0.2099 4.528388e-02 0.556338249 [242,] 0.2385 6.193244e-02 0.607120413 [243,] 0.2400 6.284502e-02 0.609644117 [244,] 0.2620 7.665308e-02 0.645163810 , , n=510 newdata fun 1der [1,] -0.3064 0.1052301808 -0.750939162 [2,] -0.2579 0.0712376872 -0.652755597 [3,] -0.2523 0.0676118292 -0.642221294 [4,] -0.2394 0.0594818190 -0.618402353 [5,] -0.2304 0.0539915171 -0.601713708 [6,] -0.2187 0.0470795351 -0.579922105 [7,] -0.2181 0.0467319537 -0.578806680 [8,] -0.2102 0.0422171465 -0.564210370 [9,] -0.2015 0.0373783806 -0.548338354 [10,] -0.1881 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0.0010076661 0.0249376337 [134,] 0.0211 0.0010177630 0.0255470990 [135,] 0.0215 0.0010281039 0.0261573320 [136,] 0.0224 0.0010522643 0.0275331633 [137,] 0.0225 0.0010550253 0.0276862734 [138,] 0.0230 0.0010690600 0.0284525434 [139,] 0.0233 0.0010776648 0.0289128812 [140,] 0.0240 0.0010982802 0.0299886822 [141,] 0.0248 0.0011227639 0.0312210480 [142,] 0.0250 0.0011290389 0.0315296193 [143,] 0.0267 0.0011848733 0.0341602245 [144,] 0.0286 0.0012525839 0.0371172112 [145,] 0.0293 0.0012789492 0.0382129639 [146,] 0.0308 0.0013380376 0.0405746909 [147,] 0.0312 0.0013543940 0.0412076366 [148,] 0.0316 0.0013710039 0.0418419094 [149,] 0.0326 0.0014136408 0.0434333973 [150,] 0.0332 0.0014399884 0.0443923945 [151,] 0.0339 0.0014714560 0.0455156281 [152,] 0.0350 0.0015224982 0.0472903558 [153,] 0.0382 0.0016821563 0.0525072897 [154,] 0.0396 0.0017572775 0.0548109689 [155,] 0.0398 0.0017682727 0.0551411767 [156,] 0.0413 0.0018528467 0.0576267792 [157,] 0.0415 0.0018644053 0.0579593939 [158,] 0.0421 0.0018994807 0.0589589160 [159,] 0.0441 0.0020207438 0.0623088263 [160,] 0.0443 0.0020332392 0.0626453128 [161,] 0.0455 0.0021096271 0.0646693237 [162,] 0.0467 0.0021884491 0.0667019468 [163,] 0.0468 0.0021951278 0.0668716508 [164,] 0.0470 0.0022085360 0.0672111713 [165,] 0.0476 0.0022491685 0.0682306340 [166,] 0.0491 0.0023534293 0.0707852037 [167,] 0.0507 0.0024688717 0.0735193886 [168,] 0.0512 0.0025058455 0.0743758572 [169,] 0.0525 0.0026039848 0.0766093300 [170,] 0.0531 0.0026502606 0.0776435041 [171,] 0.0544 0.0027526579 0.0798930011 [172,] 0.0546 0.0027686713 0.0802401879 [173,] 0.0564 0.0029159237 0.0833770634 [174,] 0.0579 0.0030429599 0.0860069613 [175,] 0.0623 0.0034384830 0.0937908169 [176,] 0.0628 0.0034856008 0.0946802995 [177,] 0.0631 0.0035140850 0.0952142178 [178,] 0.0648 0.0036785228 0.0982429351 [179,] 0.0669 0.0038887678 0.1019917558 [180,] 0.0672 0.0039194457 0.1025279751 [181,] 0.0680 0.0040020403 0.1039587163 [182,] 0.0693 0.0041386992 0.1062862243 [183,] 0.0694 0.0041493368 0.1064653943 [184,] 0.0702 0.0042350826 0.1078994280 [185,] 0.0747 0.0047388166 0.1159893389 [186,] 0.0750 0.0047736945 0.1165302139 [187,] 0.0770 0.0050103644 0.1201411118 [188,] 0.0783 0.0051680761 0.1224929186 [189,] 0.0790 0.0052542649 0.1237608174 [190,] 0.0807 0.0054672785 0.1268443082 [191,] 0.0814 0.0055565143 0.1281154556 [192,] 0.0827 0.0057246000 0.1304783029 [193,] 0.0829 0.0057507320 0.1308420654 [194,] 0.0835 0.0058295647 0.1319337488 [195,] 0.0850 0.0060295137 0.1346655563 [196,] 0.0871 0.0063163315 0.1384943869 [197,] 0.0879 0.0064277105 0.1399530176 [198,] 0.0880 0.0064417149 0.1401353094 [199,] 0.0913 0.0069140619 0.1461268280 [200,] 0.0935 0.0072399041 0.1500902068 [201,] 0.0962 0.0076517002 0.1549432097 [202,] 0.1000 0.0082534538 0.1617681525 [203,] 0.1011 0.0084324837 0.1637400049 [204,] 0.1013 0.0084652675 0.1640981311 [205,] 0.1025 0.0086634736 0.1662448349 [206,] 0.1058 0.0092218070 0.1721374756 [207,] 0.1065 0.0093427404 0.1733865056 [208,] 0.1086 0.0097107852 0.1771319682 [209,] 0.1109 0.0101229064 0.1812360434 [210,] 0.1110 0.0101410390 0.1814147754 [211,] 0.1121 0.0103416773 0.1833827082 [212,] 0.1123 0.0103783896 0.1837408847 [213,] 0.1130 0.0105074472 0.1849954001 [214,] 0.1131 0.0105259557 0.1851747306 [215,] 0.1146 0.0108057372 0.1878684866 [216,] 0.1150 0.0108810285 0.1885884778 [217,] 0.1242 0.0126928007 0.2053131391 [218,] 0.1246 0.0127750722 0.2060442888 [219,] 0.1288 0.0136566028 0.2137369332 [220,] 0.1304 0.0140009317 0.2166749444 [221,] 0.1330 0.0145705070 0.2214634927 [222,] 0.1331 0.0145926626 0.2216480821 [223,] 0.1351 0.0150396547 0.2253458334 [224,] 0.1361 0.0152659265 0.2271981839 [225,] 0.1377 0.0156318172 0.2301659330 [226,] 0.1407 0.0163306773 0.2357437783 [227,] 0.1441 0.0171429908 0.2420932952 [228,] 0.1443 0.0171914469 0.2424677630 [229,] 0.1454 0.0174592949 0.2445289003 [230,] 0.1508 0.0188070470 0.2546339067 [231,] 0.1644 0.0224422843 0.2799196806 [232,] 0.1793 0.0268178561 0.3072909633 [233,] 0.1814 0.0274671691 0.3111021144 [234,] 0.1838 0.0282190393 0.3154561544 [235,] 0.1927 0.0310985470 0.3316472881 [236,] 0.1978 0.0328138117 0.3410215434 [237,] 0.2012 0.0339839894 0.3473282021 [238,] 0.2026 0.0344720813 0.3499486460 [239,] 0.2056 0.0355304136 0.3556185950 [240,] 0.2087 0.0366420070 0.3615485094 [241,] 0.2099 0.0370772504 0.3638583773 [242,] 0.2385 0.0482896444 0.4208339782 [243,] 0.2400 0.0489232159 0.4239301040 [244,] 0.2620 0.0587544215 0.4699536254 > str(pSq5 <- vapply(Pen05Sqr, predict, FUN.VALUE=prV, newdata = newd)); pSq5 num [1:244, 1:3, 1:13] -0.306 -0.258 -0.252 -0.239 -0.23 ... - attr(*, "dimnames")=List of 3 ..$ : NULL ..$ : chr [1:3] "newdata" "fun" "1der" ..$ : chr [1:13] "n=6" "n=9" "n=13" "n=20" ... , , n=6 newdata fun 1der [1,] -0.3064 0.08701949 -0.171662261 [2,] -0.2579 0.07948339 -0.138752785 [3,] -0.2523 0.07871738 -0.134816952 [4,] -0.2394 0.07703725 -0.125643369 [5,] -0.2304 0.07593561 -0.119154732 [6,] -0.2187 0.07459136 -0.110610803 [7,] -0.2181 0.07452513 -0.110169340 [8,] -0.2102 0.07367783 -0.104326612 [9,] -0.2015 0.07279841 -0.097827395 [10,] -0.1881 0.07155505 -0.087753202 [11,] -0.1846 0.07125251 -0.085128773 [12,] -0.1842 0.07121852 -0.084829045 [13,] -0.1831 0.07112566 -0.084005012 [14,] -0.1807 0.07092620 -0.082208236 [15,] -0.1782 0.07072302 -0.080338218 [16,] -0.1754 0.07050100 -0.078245767 [17,] -0.1697 0.07006713 -0.073992557 [18,] -0.1683 0.06996427 -0.072949227 [19,] -0.1663 0.06981986 -0.071459658 [20,] -0.1512 0.06882555 -0.060247647 [21,] -0.1505 0.06878355 -0.059729352 [22,] -0.1419 0.06829723 -0.053372327 [23,] -0.1353 0.06796104 -0.048506982 [24,] -0.1337 0.06788437 -0.047329245 [25,] -0.1285 0.06764820 -0.043506286 [26,] -0.1247 0.06748817 -0.040717121 [27,] -0.1209 0.06733874 -0.037931785 [28,] -0.1167 0.06718589 -0.034857711 [29,] -0.1154 0.06714119 -0.033907160 [30,] -0.1141 0.06709773 -0.032957057 [31,] -0.1138 0.06708787 -0.032737866 [32,] -0.1124 0.06704276 -0.031715291 [33,] -0.1123 0.06703959 -0.031642270 [34,] -0.1121 0.06703327 -0.031496236 [35,] -0.1053 0.06683597 -0.026537378 [36,] -0.1039 0.06679953 -0.025517959 [37,] -0.0988 0.06667885 -0.021808757 [38,] -0.0984 0.06667018 -0.021518131 [39,] -0.0977 0.06665530 -0.021009637 [40,] -0.0955 0.06661083 -0.019412361 [41,] -0.0948 0.06659742 -0.018904406 [42,] -0.0923 0.06655243 -0.017091341 [43,] -0.0909 0.06652921 -0.016076749 [44,] -0.0902 0.06651814 -0.015569647 [45,] -0.0888 0.06649705 -0.014555835 [46,] -0.0871 0.06647335 -0.013325476 [47,] -0.0866 0.06646678 -0.012963751 [48,] -0.0807 0.06640287 -0.008700409 [49,] -0.0806 0.06640201 -0.008628228 [50,] -0.0707 0.06635191 -0.001495488 [51,] -0.0693 0.06635053 -0.000488916 [52,] -0.0680 0.06635050 0.000445293 [53,] -0.0671 0.06635119 0.001091791 [54,] -0.0648 0.06635560 0.002742975 [55,] -0.0644 0.06635675 0.003029994 [56,] -0.0637 0.06635905 0.003532176 [57,] -0.0636 0.06635941 0.003603906 [58,] -0.0606 0.06637345 0.005754561 [59,] -0.0541 0.06642597 0.010406127 [60,] -0.0537 0.06643019 0.010692011 [61,] -0.0520 0.06644940 0.011906546 [62,] -0.0518 0.06645180 0.012049382 [63,] -0.0516 0.06645422 0.012192207 [64,] -0.0514 0.06645667 0.012335022 [65,] -0.0507 0.06646548 0.012834791 [66,] -0.0468 0.06652097 0.015616835 [67,] -0.0467 0.06652253 0.015688117 [68,] -0.0465 0.06652568 0.015830671 [69,] -0.0407 0.06662948 0.019960149 [70,] -0.0378 0.06669035 0.022021543 [71,] -0.0374 0.06669922 0.022305698 [72,] -0.0365 0.06671958 0.022944892 [73,] -0.0361 0.06672882 0.023228909 [74,] -0.0358 0.06673582 0.023441894 [75,] -0.0345 0.06676689 0.024364553 [76,] -0.0339 0.06678164 0.024790245 [77,] -0.0321 0.06682741 0.026066747 [78,] -0.0306 0.06686731 0.027129842 [79,] -0.0302 0.06687822 0.027413234 [80,] -0.0293 0.06690318 0.028050709 [81,] -0.0290 0.06691162 0.028263153 [82,] -0.0262 0.06699353 0.030244813 [83,] -0.0261 0.06699656 0.030315548 [84,] -0.0254 0.06701796 0.030810619 [85,] -0.0244 0.06704912 0.031517639 [86,] -0.0243 0.06705228 0.031588326 [87,] -0.0240 0.06706178 0.031800373 [88,] -0.0206 0.06717399 0.034201895 [89,] -0.0195 0.06721204 0.034978202 [90,] -0.0193 0.06721905 0.035119314 [91,] -0.0191 0.06722609 0.035260416 [92,] -0.0190 0.06722962 0.035330962 [93,] -0.0186 0.06724380 0.035613123 [94,] -0.0153 0.06736517 0.037939330 [95,] -0.0148 0.06738422 0.038291534 [96,] -0.0142 0.06740733 0.038714091 [97,] -0.0117 0.06750631 0.040473717 [98,] -0.0109 0.06753892 0.041036447 [99,] -0.0096 0.06759286 0.041950522 [100,] -0.0088 0.06762664 0.042512807 [101,] -0.0078 0.06766951 0.043215424 [102,] -0.0075 0.06768250 0.043426157 [103,] -0.0073 0.06769120 0.043566633 [104,] -0.0064 0.06773070 0.044198642 [105,] -0.0060 0.06774843 0.044479467 [106,] -0.0052 0.06778424 0.045040988 [107,] -0.0048 0.06780231 0.045321684 [108,] -0.0039 0.06784339 0.045953097 [109,] -0.0024 0.06791310 0.047004974 [110,] -0.0014 0.06796046 0.047705894 [111,] -0.0006 0.06799885 0.048266439 [112,] -0.0001 0.06802307 0.048616694 [113,] 0.0021 0.06813172 0.050157025 [114,] 0.0044 0.06824893 0.051766000 [115,] 0.0056 0.06831156 0.052604908 [116,] 0.0064 0.06835386 0.053163968 [117,] 0.0072 0.06839662 0.053722858 [118,] 0.0080 0.06843982 0.054281578 [119,] 0.0084 0.06846159 0.054560875 [120,] 0.0085 0.06846705 0.054630692 [121,] 0.0099 0.06854421 0.055607859 [122,] 0.0107 0.06858892 0.056166006 [123,] 0.0137 0.06876056 0.058257398 [124,] 0.0159 0.06889041 0.059788998 [125,] 0.0160 0.06889639 0.059858573 [126,] 0.0164 0.06892039 0.060136834 [127,] 0.0170 0.06895660 0.060554112 [128,] 0.0183 0.06903591 0.061457746 [129,] 0.0189 0.06907291 0.061874592 [130,] 0.0190 0.06907910 0.061944053 [131,] 0.0196 0.06911639 0.062360741 [132,] 0.0197 0.06912263 0.062430175 [133,] 0.0207 0.06918541 0.063124313 [134,] 0.0211 0.06921071 0.063401863 [135,] 0.0215 0.06923613 0.063679352 [136,] 0.0224 0.06929372 0.064303480 [137,] 0.0225 0.06930015 0.064372808 [138,] 0.0230 0.06933243 0.064719395 [139,] 0.0233 0.06935187 0.064927301 [140,] 0.0240 0.06939749 0.065412284 [141,] 0.0248 0.06945004 0.065966323 [142,] 0.0250 0.06946325 0.066104795 [143,] 0.0267 0.06957663 0.067281194 [144,] 0.0286 0.06970571 0.068594700 [145,] 0.0293 0.06975390 0.069078278 [146,] 0.0308 0.06985829 0.070113893 [147,] 0.0312 0.06988639 0.070389913 [148,] 0.0316 0.06991460 0.070665873 [149,] 0.0326 0.06998562 0.071355507 [150,] 0.0332 0.07002855 0.071769106 [151,] 0.0339 0.07007896 0.072251466 [152,] 0.0350 0.07015885 0.073009085 [153,] 0.0382 0.07039601 0.075210465 [154,] 0.0396 0.07050197 0.076172349 [155,] 0.0398 0.07051722 0.076309701 [156,] 0.0413 0.07063246 0.077339355 [157,] 0.0415 0.07064794 0.077476578 [158,] 0.0421 0.07069455 0.077888155 [159,] 0.0441 0.07085170 0.079259097 [160,] 0.0443 0.07086756 0.079396108 [161,] 0.0455 0.07096333 0.080217856 [162,] 0.0467 0.07106009 0.081039058 [163,] 0.0468 0.07106819 0.081107467 [164,] 0.0470 0.07108443 0.081244274 [165,] 0.0476 0.07113330 0.081654602 [166,] 0.0491 0.07125655 0.082679828 [167,] 0.0507 0.07138971 0.083772464 [168,] 0.0512 0.07143168 0.084113714 [169,] 0.0525 0.07154161 0.085000520 [170,] 0.0531 0.07159273 0.085409600 [171,] 0.0544 0.07170434 0.086295472 [172,] 0.0546 0.07172161 0.086431703 [173,] 0.0564 0.07187829 0.087657103 [174,] 0.0579 0.07201054 0.088677333 [175,] 0.0623 0.07240730 0.091665094 [176,] 0.0628 0.07245321 0.092004149 [177,] 0.0631 0.07248085 0.092207536 [178,] 0.0648 0.07263858 0.093359421 [179,] 0.0669 0.07283613 0.094780828 [180,] 0.0672 0.07286459 0.094983750 [181,] 0.0680 0.07294079 0.095524708 [182,] 0.0693 0.07306555 0.096403249 [183,] 0.0694 0.07307519 0.096470803 [184,] 0.0702 0.07315258 0.097011095 [185,] 0.0747 0.07359596 0.100045725 [186,] 0.0750 0.07362601 0.100247762 [187,] 0.0770 0.07382785 0.101593799 [188,] 0.0783 0.07396049 0.102467912 [189,] 0.0790 0.07403238 0.102938323 [190,] 0.0807 0.07420835 0.104079977 [191,] 0.0814 0.07428137 0.104549752 [192,] 0.0827 0.07441785 0.105421700 [193,] 0.0829 0.07443895 0.105555789 [194,] 0.0835 0.07450240 0.105957965 [195,] 0.0850 0.07466209 0.106962810 [196,] 0.0871 0.07488819 0.108368161 [197,] 0.0879 0.07497510 0.108903094 [198,] 0.0880 0.07498599 0.108969944 [199,] 0.0913 0.07534923 0.111173856 [200,] 0.0935 0.07559543 0.112640842 [201,] 0.0962 0.07590199 0.114438730 [202,] 0.1000 0.07634165 0.116964416 [203,] 0.1011 0.07647072 0.117694515 [204,] 0.1013 0.07649427 0.117827211 [205,] 0.1025 0.07663614 0.118623070 [206,] 0.1058 0.07703120 0.120808873 [207,] 0.1065 0.07711593 0.121271998 [208,] 0.1086 0.07737206 0.122660261 [209,] 0.1109 0.07765593 0.124178824 [210,] 0.1110 0.07766835 0.124244803 [211,] 0.1121 0.07780541 0.124970323 [212,] 0.1123 0.07783042 0.125102187 [213,] 0.1130 0.07791815 0.125563590 [214,] 0.1131 0.07793071 0.125629489 [215,] 0.1146 0.07811990 0.126617529 [216,] 0.1150 0.07817060 0.126880862 [217,] 0.1242 0.07936571 0.132920817 [218,] 0.1246 0.07941893 0.133182697 [219,] 0.1288 0.07998407 0.135928781 [220,] 0.1304 0.08020239 0.136973152 [221,] 0.1330 0.08056073 0.138668188 [222,] 0.1331 0.08057460 0.138733331 [223,] 0.1351 0.08085336 0.140035389 [224,] 0.1361 0.08099372 0.140685850 [225,] 0.1377 0.08121965 0.141725800 [226,] 0.1407 0.08164775 0.143673095 [227,] 0.1441 0.08213999 0.145875912 [228,] 0.1443 0.08216918 0.146005354 [229,] 0.1454 0.08233017 0.146717010 [230,] 0.1508 0.08313186 0.150203952 [231,] 0.1644 0.08523410 0.158936979 [232,] 0.1793 0.08767305 0.168424419 [233,] 0.1814 0.08802814 0.169754819 [234,] 0.1838 0.08843737 0.171273232 [235,] 0.1927 0.08998670 0.176884983 [236,] 0.1978 0.09089698 0.180087194 [237,] 0.2012 0.09151290 0.182214336 [238,] 0.2026 0.09176861 0.183086829 [239,] 0.2056 0.09232067 0.184949627 [240,] 0.2087 0.09289698 0.186864729 [241,] 0.2099 0.09312166 0.187603389 [242,] 0.2385 0.09873458 0.204766988 [243,] 0.2400 0.09904238 0.205643808 [244,] 0.2620 0.10370598 0.218236251 , , n=9 newdata fun 1der [1,] -0.3064 0.2475965 0.2973689 [2,] -0.2579 0.2621674 0.3033434 [3,] -0.2523 0.2638683 0.3040943 [4,] -0.2394 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[34,] -0.1121 0.3078035 0.3225469 [35,] -0.1053 0.3099998 0.3234295 [36,] -0.1039 0.3104527 0.3236114 [37,] -0.0988 0.3121048 0.3242744 [38,] -0.0984 0.3122346 0.3243264 [39,] -0.0977 0.3124616 0.3244175 [40,] -0.0955 0.3131757 0.3247037 [41,] -0.0948 0.3134030 0.3247948 [42,] -0.0923 0.3142154 0.3251203 [43,] -0.0909 0.3146707 0.3253026 [44,] -0.0902 0.3148984 0.3253938 [45,] -0.0888 0.3153541 0.3255762 [46,] -0.0871 0.3159078 0.3257978 [47,] -0.0866 0.3160707 0.3258629 [48,] -0.0807 0.3179955 0.3266325 [49,] -0.0806 0.3180282 0.3266456 [50,] -0.0707 0.3212684 0.3279389 [51,] -0.0693 0.3217276 0.3281220 [52,] -0.0680 0.3221543 0.3282921 [53,] -0.0671 0.3224498 0.3284099 [54,] -0.0648 0.3232055 0.3287109 [55,] -0.0644 0.3233370 0.3287633 [56,] -0.0637 0.3235672 0.3288550 [57,] -0.0636 0.3236001 0.3288682 [58,] -0.0606 0.3245873 0.3292632 [59,] -0.0541 0.3267303 0.3301288 [60,] -0.0537 0.3268623 0.3301825 [61,] -0.0520 0.3274238 0.3304112 [62,] -0.0518 0.3274899 0.3304381 [63,] -0.0516 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0.3513552 [210,] 0.1110 0.3830498 0.3513665 [211,] 0.1121 0.3834363 0.3514915 [212,] 0.1123 0.3835066 0.3515142 [213,] 0.1130 0.3837527 0.3515936 [214,] 0.1131 0.3837879 0.3516050 [215,] 0.1146 0.3843154 0.3517748 [216,] 0.1150 0.3844561 0.3518200 [217,] 0.1242 0.3876976 0.3528515 [218,] 0.1246 0.3878388 0.3528959 [219,] 0.1288 0.3893219 0.3533612 [220,] 0.1304 0.3898875 0.3535376 [221,] 0.1330 0.3908070 0.3538231 [222,] 0.1331 0.3908424 0.3538341 [223,] 0.1351 0.3915503 0.3540528 [224,] 0.1361 0.3919044 0.3541619 [225,] 0.1377 0.3924712 0.3543361 [226,] 0.1407 0.3935347 0.3546613 [227,] 0.1441 0.3947412 0.3550278 [228,] 0.1443 0.3948122 0.3550493 [229,] 0.1454 0.3952028 0.3551674 [230,] 0.1508 0.3971223 0.3557437 [231,] 0.1644 0.4019701 0.3571708 [232,] 0.1793 0.4073034 0.3586942 [233,] 0.1814 0.4080568 0.3589055 [234,] 0.1838 0.4089185 0.3591460 [235,] 0.1927 0.4121188 0.3600283 [236,] 0.1978 0.4139563 0.3605272 [237,] 0.2012 0.4151826 0.3608570 [238,] 0.2026 0.4156879 0.3609922 [239,] 0.2056 0.4167713 0.3612806 [240,] 0.2087 0.4178917 0.3615769 [241,] 0.2099 0.4183257 0.3616911 [242,] 0.2385 0.4287082 0.3643321 [243,] 0.2400 0.4292548 0.3644663 [244,] 0.2620 0.4372944 0.3663864 , , n=13 newdata fun 1der [1,] -0.3064 0.2750158 -0.2504255603 [2,] -0.2579 0.2634352 -0.2269595043 [3,] -0.2523 0.2621719 -0.2241856567 [4,] -0.2394 0.2593214 -0.2177451986 [5,] -0.2304 0.2573821 -0.2132099813 [6,] -0.2187 0.2549223 -0.2072627446 [7,] -0.2181 0.2547980 -0.2069561902 [8,] -0.2102 0.2531790 -0.2029056244 [9,] -0.2015 0.2514333 -0.1984141921 [10,] -0.1881 0.2488212 -0.1914359281 [11,] -0.1846 0.2481544 -0.1896028356 [12,] -0.1842 0.2480786 -0.1893930745 [13,] -0.1831 0.2478706 -0.1888159514 [14,] -0.1807 0.2474189 -0.1875553476 [15,] -0.1782 0.2469517 -0.1862401392 [16,] -0.1754 0.2464323 -0.1847645865 [17,] -0.1697 0.2453877 -0.1817525580 [18,] -0.1683 0.2451338 -0.1810110742 [19,] -0.1663 0.2447728 -0.1799506571 [20,] -0.1512 0.2421162 -0.1719006754 [21,] -0.1505 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[155,] 0.0398 0.5288616 0.20427104 [156,] 0.0413 0.5291686 0.20496818 [157,] 0.0415 0.5292096 0.20506110 [158,] 0.0421 0.5293327 0.20533979 [159,] 0.0441 0.5297443 0.20626819 [160,] 0.0443 0.5297855 0.20636098 [161,] 0.0455 0.5300335 0.20691755 [162,] 0.0467 0.5302821 0.20747380 [163,] 0.0468 0.5303029 0.20752014 [164,] 0.0470 0.5303444 0.20761282 [165,] 0.0476 0.5304691 0.20789078 [166,] 0.0491 0.5307814 0.20858536 [167,] 0.0507 0.5311157 0.20932570 [168,] 0.0512 0.5312205 0.20955694 [169,] 0.0525 0.5314933 0.21015791 [170,] 0.0531 0.5316195 0.21043516 [171,] 0.0544 0.5318934 0.21103559 [172,] 0.0546 0.5319356 0.21112793 [173,] 0.0564 0.5323164 0.21195860 [174,] 0.0579 0.5326349 0.21265029 [175,] 0.0623 0.5335750 0.21467640 [176,] 0.0628 0.5336824 0.21490637 [177,] 0.0631 0.5337469 0.21504432 [178,] 0.0648 0.5341131 0.21582570 [179,] 0.0669 0.5345674 0.21679007 [180,] 0.0672 0.5346324 0.21692775 [181,] 0.0680 0.5348061 0.21729482 [182,] 0.0693 0.5350890 0.21789101 [183,] 0.0694 0.5351108 0.21793686 [184,] 0.0702 0.5352853 0.21830354 [185,] 0.0747 0.5362723 0.22036353 [186,] 0.0750 0.5363384 0.22050070 [187,] 0.0770 0.5367803 0.22141469 [188,] 0.0783 0.5370685 0.22200832 [189,] 0.0790 0.5372241 0.22232781 [190,] 0.0807 0.5376027 0.22310328 [191,] 0.0814 0.5377590 0.22342240 [192,] 0.0827 0.5380498 0.22401477 [193,] 0.0829 0.5380946 0.22410588 [194,] 0.0835 0.5382292 0.22437913 [195,] 0.0850 0.5385662 0.22506191 [196,] 0.0871 0.5390399 0.22601699 [197,] 0.0879 0.5392208 0.22638057 [198,] 0.0880 0.5392435 0.22642601 [199,] 0.0913 0.5399931 0.22792424 [200,] 0.0935 0.5404957 0.22892173 [201,] 0.0962 0.5411154 0.23014448 [202,] 0.1000 0.5419932 0.23186268 [203,] 0.1011 0.5422486 0.23235947 [204,] 0.1013 0.5422950 0.23244976 [205,] 0.1025 0.5425743 0.23299136 [206,] 0.1058 0.5433456 0.23447911 [207,] 0.1065 0.5435099 0.23479438 [208,] 0.1086 0.5440039 0.23573957 [209,] 0.1109 0.5445473 0.23677367 [210,] 0.1110 0.5445710 0.23681860 [211,] 0.1121 0.5448318 0.23731274 [212,] 0.1123 0.5448792 0.23740255 [213,] 0.1130 0.5450455 0.23771683 [214,] 0.1131 0.5450693 0.23776172 [215,] 0.1146 0.5454265 0.23843479 [216,] 0.1150 0.5455219 0.23861419 [217,] 0.1242 0.5477361 0.24273074 [218,] 0.1246 0.5478332 0.24290930 [219,] 0.1288 0.5488573 0.24478206 [220,] 0.1304 0.5492496 0.24549448 [221,] 0.1330 0.5498894 0.24665097 [222,] 0.1331 0.5499140 0.24669542 [223,] 0.1351 0.5504083 0.24758397 [224,] 0.1361 0.5506561 0.24802792 [225,] 0.1377 0.5510535 0.24873778 [226,] 0.1407 0.5518017 0.25006726 [227,] 0.1441 0.5526545 0.25157162 [228,] 0.1443 0.5527048 0.25166003 [229,] 0.1454 0.5529819 0.25214614 [230,] 0.1508 0.5543500 0.25452868 [231,] 0.1644 0.5578522 0.26050086 [232,] 0.1793 0.5617821 0.26699742 [233,] 0.1814 0.5623438 0.26790914 [234,] 0.1838 0.5629880 0.26894991 [235,] 0.1927 0.5653988 0.27279845 [236,] 0.1978 0.5667957 0.27499598 [237,] 0.2012 0.5677332 0.27645783 [238,] 0.2026 0.5681206 0.27705903 [239,] 0.2056 0.5689537 0.27834588 [240,] 0.2087 0.5698187 0.27967356 [241,] 0.2099 0.5701546 0.28018693 [242,] 0.2385 0.5783420 0.29232902 [243,] 0.2400 0.5787809 0.29296090 [244,] 0.2620 0.5853276 0.30217188 , , n=30 newdata fun 1der [1,] -0.3064 0.3058304 -3.751853e-01 [2,] -0.2579 0.2887617 -3.284250e-01 [3,] -0.2523 0.2869379 -3.229279e-01 [4,] -0.2394 0.2828542 -3.101876e-01 [5,] -0.2304 0.2801028 -3.012353e-01 [6,] -0.2187 0.2766468 -2.895189e-01 [7,] -0.2181 0.2764732 -2.889157e-01 [8,] -0.2102 0.2742222 -2.809514e-01 [9,] -0.2015 0.2718163 -2.721340e-01 [10,] -0.1881 0.2682612 -2.584572e-01 [11,] -0.1846 0.2673629 -2.548658e-01 [12,] -0.1842 0.2672610 -2.544549e-01 [13,] -0.1831 0.2669817 -2.533242e-01 [14,] -0.1807 0.2663767 -2.508546e-01 [15,] -0.1782 0.2657528 -2.482782e-01 [16,] -0.1754 0.2650617 -2.453877e-01 [17,] -0.1697 0.2636798 -2.394880e-01 [18,] -0.1683 0.2633455 -2.380357e-01 [19,] -0.1663 0.2628715 -2.359588e-01 [20,] -0.1512 0.2594274 -2.201947e-01 [21,] -0.1505 0.2592735 -2.194603e-01 [22,] -0.1419 0.2574250 -2.104123e-01 [23,] -0.1353 0.2560593 -2.034360e-01 [24,] -0.1337 0.2557351 -2.017405e-01 [25,] -0.1285 0.2547004 -1.962188e-01 [26,] -0.1247 0.2539625 -1.921726e-01 [27,] -0.1209 0.2532399 -1.881171e-01 [28,] -0.1167 0.2524593 -1.836238e-01 [29,] -0.1154 0.2522215 -1.822307e-01 [30,] -0.1141 0.2519855 -1.808366e-01 [31,] -0.1138 0.2519313 -1.805147e-01 [32,] -0.1124 0.2516796 -1.790117e-01 [33,] -0.1123 0.2516617 -1.789043e-01 [34,] -0.1121 0.2516260 -1.786895e-01 [35,] -0.1053 0.2504357 -1.713702e-01 [36,] -0.1039 0.2501969 -1.698596e-01 [37,] -0.0988 0.2493446 -1.643459e-01 [38,] -0.0984 0.2492790 -1.639127e-01 [39,] -0.0977 0.2491645 -1.631545e-01 [40,] -0.0955 0.2488082 -1.607692e-01 [41,] -0.0948 0.2486959 -1.600097e-01 [42,] -0.0923 0.2482993 -1.572942e-01 [43,] -0.0909 0.2480801 -1.557718e-01 [44,] -0.0902 0.2479714 -1.550102e-01 [45,] -0.0888 0.2477554 -1.534859e-01 [46,] -0.0871 0.2474961 -1.516332e-01 [47,] -0.0866 0.2474204 -1.510880e-01 [48,] -0.0807 0.2465480 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-3.537953e-02 [127,] 0.0170 0.2377403 -3.469101e-02 [128,] 0.0183 0.2376962 -3.319936e-02 [129,] 0.0189 0.2376765 -3.251097e-02 [130,] 0.0190 0.2376732 -3.239624e-02 [131,] 0.0196 0.2376540 -3.170790e-02 [132,] 0.0197 0.2376508 -3.159318e-02 [133,] 0.0207 0.2376198 -3.044604e-02 [134,] 0.0211 0.2376077 -2.998722e-02 [135,] 0.0215 0.2375958 -2.952842e-02 [136,] 0.0224 0.2375697 -2.849618e-02 [137,] 0.0225 0.2375669 -2.838149e-02 [138,] 0.0230 0.2375528 -2.780807e-02 [139,] 0.0233 0.2375445 -2.746403e-02 [140,] 0.0240 0.2375256 -2.666149e-02 [141,] 0.0248 0.2375046 -2.574500e-02 [142,] 0.0250 0.2374995 -2.551599e-02 [143,] 0.0267 0.2374578 -2.357130e-02 [144,] 0.0286 0.2374150 -2.140181e-02 [145,] 0.0293 0.2374003 -2.060358e-02 [146,] 0.0308 0.2373707 -1.889501e-02 [147,] 0.0312 0.2373633 -1.843983e-02 [148,] 0.0316 0.2373560 -1.798484e-02 [149,] 0.0326 0.2373386 -1.684818e-02 [150,] 0.0332 0.2373286 -1.616674e-02 [151,] 0.0339 0.2373176 -1.537225e-02 [152,] 0.0350 0.2373014 -1.412493e-02 [153,] 0.0382 0.2372620 -1.050435e-02 [154,] 0.0396 0.2372484 -8.924100e-03 [155,] 0.0398 0.2372466 -8.698568e-03 [156,] 0.0413 0.2372348 -7.009278e-03 [157,] 0.0415 0.2372335 -6.784332e-03 [158,] 0.0421 0.2372296 -6.109905e-03 [159,] 0.0441 0.2372196 -3.866289e-03 [160,] 0.0443 0.2372189 -3.642306e-03 [161,] 0.0455 0.2372153 -2.299851e-03 [162,] 0.0467 0.2372133 -9.598722e-04 [163,] 0.0468 0.2372133 -8.483191e-04 [164,] 0.0470 0.2372131 -6.252646e-04 [165,] 0.0476 0.2372129 4.348642e-05 [166,] 0.0491 0.2372143 1.712655e-03 [167,] 0.0507 0.2372184 3.488837e-03 [168,] 0.0512 0.2372203 4.042991e-03 [169,] 0.0525 0.2372265 5.481778e-03 [170,] 0.0531 0.2372300 6.144854e-03 [171,] 0.0544 0.2372389 7.579394e-03 [172,] 0.0546 0.2372404 7.799834e-03 [173,] 0.0564 0.2372563 9.780703e-03 [174,] 0.0579 0.2372722 1.142717e-02 [175,] 0.0623 0.2373330 1.623446e-02 [176,] 0.0628 0.2373413 1.677863e-02 [177,] 0.0631 0.2373464 1.710493e-02 [178,] 0.0648 0.2373770 1.895101e-02 [179,] 0.0669 0.2374192 2.122457e-02 [180,] 0.0672 0.2374256 2.154875e-02 [181,] 0.0680 0.2374432 2.241246e-02 [182,] 0.0693 0.2374733 2.381362e-02 [183,] 0.0694 0.2374756 2.392129e-02 [184,] 0.0702 0.2374951 2.478196e-02 [185,] 0.0747 0.2376175 2.960266e-02 [186,] 0.0750 0.2376264 2.992280e-02 [187,] 0.0770 0.2376884 3.205310e-02 [188,] 0.0783 0.2377310 3.343409e-02 [189,] 0.0790 0.2377546 3.417649e-02 [190,] 0.0807 0.2378143 3.597595e-02 [191,] 0.0814 0.2378397 3.671545e-02 [192,] 0.0827 0.2378883 3.808658e-02 [193,] 0.0829 0.2378960 3.829726e-02 [194,] 0.0835 0.2379191 3.892890e-02 [195,] 0.0850 0.2379787 4.050528e-02 [196,] 0.0871 0.2380661 4.270568e-02 [197,] 0.0879 0.2381006 4.354193e-02 [198,] 0.0880 0.2381049 4.364639e-02 [199,] 0.0913 0.2382547 4.708368e-02 [200,] 0.0935 0.2383607 4.936478e-02 [201,] 0.0962 0.2384978 5.215290e-02 [202,] 0.1000 0.2387034 5.605561e-02 [203,] 0.1011 0.2387657 5.718070e-02 [204,] 0.1013 0.2387771 5.738504e-02 [205,] 0.1025 0.2388467 5.860961e-02 [206,] 0.1058 0.2390457 6.196438e-02 [207,] 0.1065 0.2390893 6.267358e-02 [208,] 0.1086 0.2392232 6.479612e-02 [209,] 0.1109 0.2393749 6.711208e-02 [210,] 0.1110 0.2393816 6.721257e-02 [211,] 0.1121 0.2394561 6.831679e-02 [212,] 0.1123 0.2394698 6.851733e-02 [213,] 0.1130 0.2395180 6.921869e-02 [214,] 0.1131 0.2395249 6.931881e-02 [215,] 0.1146 0.2396300 7.081861e-02 [216,] 0.1150 0.2396584 7.121791e-02 [217,] 0.1242 0.2403556 8.032545e-02 [218,] 0.1246 0.2403879 8.071811e-02 [219,] 0.1288 0.2407355 8.482348e-02 [220,] 0.1304 0.2408725 8.637903e-02 [221,] 0.1330 0.2411003 8.889690e-02 [222,] 0.1331 0.2411092 8.899349e-02 [223,] 0.1351 0.2412891 9.092162e-02 [224,] 0.1361 0.2413805 9.188296e-02 [225,] 0.1377 0.2415288 9.341735e-02 [226,] 0.1407 0.2418133 9.628182e-02 [227,] 0.1441 0.2421462 9.950851e-02 [228,] 0.1443 0.2421661 9.969766e-02 [229,] 0.1454 0.2422763 1.007367e-01 [230,] 0.1508 0.2428340 1.058023e-01 [231,] 0.1644 0.2443582 1.182779e-01 [232,] 0.1793 0.2462196 1.314926e-01 [233,] 0.1814 0.2464977 1.333169e-01 [234,] 0.1838 0.2468201 1.353904e-01 [235,] 0.1927 0.2480589 1.429721e-01 [236,] 0.1978 0.2487990 1.472405e-01 [237,] 0.2012 0.2493044 1.500552e-01 [238,] 0.2026 0.2495153 1.512070e-01 [239,] 0.2056 0.2499726 1.536612e-01 [240,] 0.2087 0.2504529 1.561769e-01 [241,] 0.2099 0.2506409 1.571452e-01 [242,] 0.2385 0.2554564 1.793140e-01 [243,] 0.2400 0.2557262 1.804285e-01 [244,] 0.2620 0.2598712 1.962227e-01 , , n=44 newdata fun 1der [1,] -0.3064 0.2586426 -0.1835767409 [2,] -0.2579 0.2505501 -0.1495238430 [3,] -0.2523 0.2497244 -0.1453555130 [4,] -0.2394 0.2479122 -0.1355664162 [5,] -0.2304 0.2467234 -0.1285740501 [6,] -0.2187 0.2452733 -0.1192789195 [7,] -0.2181 0.2452018 -0.1187959977 [8,] -0.2102 0.2442886 -0.1123806738 [9,] -0.2015 0.2433421 -0.1051893054 [10,] -0.1881 0.2420083 -0.0938317156 [11,] -0.1846 0.2416851 -0.0908088079 [12,] -0.1842 0.2416489 -0.0904618459 [13,] -0.1831 0.2415499 -0.0895061281 [14,] -0.1807 0.2413376 -0.0874129199 [15,] -0.1782 0.2411218 -0.0852208198 [16,] -0.1754 0.2408866 -0.0827515244 [17,] -0.1697 0.2404294 -0.0776785690 [18,] -0.1683 0.2403215 -0.0764231066 [19,] -0.1663 0.2401705 -0.0746231081 [20,] -0.1512 0.2391476 -0.0607870321 [21,] -0.1505 0.2391052 -0.0601350838 [22,] -0.1419 0.2386227 -0.0520492085 [23,] -0.1353 0.2383000 -0.0457481591 [24,] -0.1337 0.2382280 -0.0442081280 [25,] -0.1285 0.2380112 -0.0391693267 [26,] -0.1247 0.2378694 -0.0354545313 [27,] -0.1209 0.2377418 -0.0317122118 [28,] -0.1167 0.2376173 -0.0275439414 [29,] -0.1154 0.2375824 -0.0262469481 [30,] -0.1141 0.2375491 -0.0249467335 [31,] -0.1138 0.2375416 -0.0246462266 [32,] -0.1124 0.2375081 -0.0232415924 [33,] -0.1123 0.2375058 -0.0231411184 [34,] -0.1121 0.2375012 -0.0229401133 [35,] -0.1053 0.2373685 -0.0160605736 [36,] -0.1039 0.2373471 -0.0146332567 [37,] -0.0988 0.2372857 -0.0094021516 [38,] -0.0984 0.2372821 -0.0089897722 [39,] -0.0977 0.2372760 -0.0082673742 [40,] -0.0955 0.2372603 -0.0059909003 [41,] -0.0948 0.2372564 -0.0052646330 [42,] -0.0923 0.2372465 -0.0026631967 [43,] -0.0909 0.2372438 -0.0012011887 [44,] -0.0902 0.2372432 -0.0004687838 [45,] -0.0888 0.2372436 0.0009988282 [46,] -0.0871 0.2372468 0.0027859510 [47,] -0.0866 0.2372483 0.0033126237 [48,] -0.0807 0.2372863 0.0095633489 [49,] -0.0806 0.2372872 0.0096698652 [50,] -0.0707 0.2374355 0.0203093338 [51,] -0.0693 0.2374650 0.0218289824 [52,] -0.0680 0.2374943 0.0232434299 [53,] -0.0671 0.2375156 0.0242245498 [54,] -0.0648 0.2375742 0.0267388707 [55,] -0.0644 0.2375850 0.0271771732 [56,] -0.0637 0.2376043 0.0279449365 [57,] -0.0636 0.2376071 0.0280546932 [58,] -0.0606 0.2376962 0.0313562577 [59,] -0.0541 0.2379234 0.0385684987 [60,] -0.0537 0.2379389 0.0390149593 [61,] -0.0520 0.2380069 0.0409158194 [62,] -0.0518 0.2380151 0.0411398122 [63,] -0.0516 0.2380233 0.0413638812 [64,] -0.0514 0.2380316 0.0415880264 [65,] -0.0507 0.2380610 0.0423731352 [66,] -0.0468 0.2382348 0.0467644105 [67,] -0.0467 0.2382395 0.0468773886 [68,] -0.0465 0.2382489 0.0471034018 [69,] -0.0407 0.2385412 0.0536909517 [70,] -0.0378 0.2387017 0.0570087722 [71,] -0.0374 0.2387246 0.0574676607 [72,] -0.0365 0.2387768 0.0585012748 [73,] -0.0361 0.2388003 0.0589611544 [74,] -0.0358 0.2388180 0.0593062642 [75,] -0.0345 0.2388961 0.0608037226 [76,] -0.0339 0.2389328 0.0614959437 [77,] -0.0321 0.2390453 0.0635767243 [78,] -0.0306 0.2391420 0.0653154257 [79,] -0.0302 0.2391682 0.0657798037 [80,] -0.0293 0.2392279 0.0668257694 [81,] -0.0290 0.2392480 0.0671747675 [82,] -0.0262 0.2394407 0.0704387704 [83,] -0.0261 0.2394477 0.0705555609 [84,] -0.0254 0.2394974 0.0713735175 [85,] -0.0244 0.2395693 0.0725433106 [86,] -0.0243 0.2395766 0.0726603730 [87,] -0.0240 0.2395984 0.0730116508 [88,] -0.0206 0.2398535 0.0770022987 [89,] -0.0195 0.2399389 0.0782971287 [90,] -0.0193 0.2399546 0.0785327487 [91,] -0.0191 0.2399703 0.0787684291 [92,] -0.0190 0.2399782 0.0788862919 [93,] -0.0186 0.2400098 0.0793578943 [94,] -0.0153 0.2402781 0.0832578348 [95,] -0.0148 0.2403199 0.0838501697 [96,] -0.0142 0.2403704 0.0845614699 [97,] -0.0117 0.2405855 0.0875310734 [98,] -0.0109 0.2406560 0.0884833401 [99,] -0.0096 0.2407720 0.0900328351 [100,] -0.0088 0.2408444 0.0909876392 [101,] -0.0078 0.2409360 0.0921825035 [102,] -0.0075 0.2409637 0.0925412573 [103,] -0.0073 0.2409822 0.0927805021 [104,] -0.0064 0.2410662 0.0938578509 [105,] -0.0060 0.2411039 0.0943370653 [106,] -0.0052 0.2411797 0.0952962191 [107,] -0.0048 0.2412179 0.0957761584 [108,] -0.0039 0.2413046 0.0968569055 [109,] -0.0024 0.2414512 0.0986608692 [110,] -0.0014 0.2415505 0.0998653995 [111,] -0.0006 0.2416308 0.1008301112 [112,] -0.0001 0.2416813 0.1014335469 [113,] 0.0021 0.2419074 0.1040931494 [114,] 0.0044 0.2421500 0.1068814588 [115,] 0.0056 0.2422792 0.1083394006 [116,] 0.0064 0.2423662 0.1093125700 [117,] 0.0072 0.2424541 0.1102866869 [118,] 0.0080 0.2425427 0.1112616703 [119,] 0.0084 0.2425873 0.1117494835 [120,] 0.0085 0.2425985 0.1118714703 [121,] 0.0099 0.2427563 0.1135806920 [122,] 0.0107 0.2428476 0.1145582574 [123,] 0.0137 0.2431967 0.1182246414 [124,] 0.0159 0.2434598 0.1209138176 [125,] 0.0160 0.2434719 0.1210360628 [126,] 0.0164 0.2435204 0.1215250524 [127,] 0.0170 0.2435935 0.1222585627 [128,] 0.0183 0.2437535 0.1238479417 [129,] 0.0189 0.2438280 0.1245815506 [130,] 0.0190 0.2438405 0.1247038217 [131,] 0.0196 0.2439155 0.1254374669 [132,] 0.0197 0.2439281 0.1255597441 [133,] 0.0207 0.2440542 0.1267825639 [134,] 0.0211 0.2441051 0.1272717160 [135,] 0.0215 0.2441561 0.1277608819 [136,] 0.0224 0.2442715 0.1288615559 [137,] 0.0225 0.2442844 0.1289838573 [138,] 0.0230 0.2443491 0.1295953775 [139,] 0.0233 0.2443880 0.1299622999 [140,] 0.0240 0.2444793 0.1308184826 [141,] 0.0248 0.2445843 0.1317970289 [142,] 0.0250 0.2446107 0.1320416741 [143,] 0.0267 0.2448370 0.1341212982 [144,] 0.0286 0.2450940 0.1364459130 [145,] 0.0293 0.2451898 0.1373025091 [146,] 0.0308 0.2453971 0.1391384154 [147,] 0.0312 0.2454529 0.1396280694 [148,] 0.0316 0.2455088 0.1401177567 [149,] 0.0326 0.2456496 0.1413421206 [150,] 0.0332 0.2457346 0.1420768387 [151,] 0.0339 0.2458344 0.1429341045 [152,] 0.0350 0.2459923 0.1442814424 [153,] 0.0382 0.2464603 0.1482024015 [154,] 0.0396 0.2466690 0.1499184908 [155,] 0.0398 0.2466990 0.1501636797 [156,] 0.0413 0.2469256 0.1520028615 [157,] 0.0415 0.2469560 0.1522481211 [158,] 0.0421 0.2470476 0.1529839498 [159,] 0.0441 0.2473560 0.1554372529 [160,] 0.0443 0.2473871 0.1556826290 [161,] 0.0455 0.2475748 0.1571550601 [162,] 0.0467 0.2477643 0.1586277907 [163,] 0.0468 0.2477802 0.1587505317 [164,] 0.0470 0.2478120 0.1589960201 [165,] 0.0476 0.2479076 0.1597325351 [166,] 0.0491 0.2481486 0.1615741502 [167,] 0.0507 0.2484086 0.1635390555 [168,] 0.0512 0.2484906 0.1641531975 [169,] 0.0525 0.2487050 0.1657502103 [170,] 0.0531 0.2488047 0.1664874116 [171,] 0.0544 0.2490221 0.1680849380 [172,] 0.0546 0.2490558 0.1683307425 [173,] 0.0564 0.2493608 0.1705433572 [174,] 0.0579 0.2496180 0.1723877176 [175,] 0.0623 0.2503884 0.1778005408 [176,] 0.0628 0.2504774 0.1784158891 [177,] 0.0631 0.2505310 0.1787851230 [178,] 0.0648 0.2508367 0.1808778022 [179,] 0.0669 0.2512193 0.1834637064 [180,] 0.0672 0.2512744 0.1838331962 [181,] 0.0680 0.2514218 0.1848185937 [182,] 0.0693 0.2516632 0.1864201485 [183,] 0.0694 0.2516818 0.1865433596 [184,] 0.0702 0.2518314 0.1875291231 [185,] 0.0747 0.2526878 0.1930765231 [186,] 0.0750 0.2527458 0.1934464995 [187,] 0.0770 0.2531351 0.1959136362 [188,] 0.0783 0.2533909 0.1975182089 [189,] 0.0790 0.2535294 0.1983825385 [190,] 0.0807 0.2538685 0.2004825835 [191,] 0.0814 0.2540091 0.2013477027 [192,] 0.0827 0.2542719 0.2029549635 [193,] 0.0829 0.2543125 0.2032023049 [194,] 0.0835 0.2544347 0.2039444419 [195,] 0.0850 0.2547420 0.2058005245 [196,] 0.0871 0.2551769 0.2084008165 [197,] 0.0879 0.2553440 0.2093919491 [198,] 0.0880 0.2553649 0.2095158618 [199,] 0.0913 0.2560631 0.2136076180 [200,] 0.0935 0.2565360 0.2163382988 [201,] 0.0962 0.2571247 0.2196926975 [202,] 0.1000 0.2579685 0.2244195070 [203,] 0.1011 0.2582161 0.2257890605 [204,] 0.1013 0.2582613 0.2260381313 [205,] 0.1025 0.2585334 0.2275329510 [206,] 0.1058 0.2592911 0.2316471945 [207,] 0.1065 0.2594535 0.2325205707 [208,] 0.1086 0.2599446 0.2351420812 [209,] 0.1109 0.2604887 0.2380156372 [210,] 0.1110 0.2605125 0.2381406308 [211,] 0.1121 0.2607752 0.2395158707 [212,] 0.1123 0.2608232 0.2397659755 [213,] 0.1130 0.2609913 0.2406414900 [214,] 0.1131 0.2610154 0.2407665823 [215,] 0.1146 0.2613779 0.2426435308 [216,] 0.1150 0.2614751 0.2431442290 [217,] 0.1242 0.2637650 0.2546810404 [218,] 0.1246 0.2638670 0.2551835432 [219,] 0.1288 0.2649499 0.2604643624 [220,] 0.1304 0.2653682 0.2624782837 [221,] 0.1330 0.2660549 0.2657534716 [222,] 0.1331 0.2660815 0.2658795038 [223,] 0.1351 0.2666158 0.2684004505 [224,] 0.1361 0.2668848 0.2696608169 [225,] 0.1377 0.2673179 0.2716764206 [226,] 0.1407 0.2681386 0.2754521351 [227,] 0.1441 0.2690824 0.2797256925 [228,] 0.1443 0.2691384 0.2799768934 [229,] 0.1454 0.2694471 0.2813581313 [230,] 0.1508 0.2709847 0.2881297438 [231,] 0.1644 0.2750189 0.3051178451 [232,] 0.1793 0.2797032 0.3236208031 [233,] 0.1814 0.2803855 0.3262187482 [234,] 0.1838 0.2811720 0.3291830810 [235,] 0.1927 0.2841505 0.3401315577 [236,] 0.1978 0.2859011 0.3463739834 [237,] 0.2012 0.2870858 0.3505228827 [238,] 0.2026 0.2875777 0.3522282958 [239,] 0.2056 0.2886399 0.3558769609 [240,] 0.2087 0.2897489 0.3596437062 [241,] 0.2099 0.2901814 0.3611018144 [242,] 0.2385 0.3010059 0.3958555938 [243,] 0.2400 0.3016010 0.3976784610 [244,] 0.2620 0.3106440 0.4243939299 , , n=67 newdata fun 1der [1,] -0.3064 0.16538647 -0.510038575 [2,] -0.2579 0.14265188 -0.427437861 [3,] -0.2523 0.14028494 -0.417898308 [4,] -0.2394 0.13503581 -0.395917567 [5,] -0.2304 0.13154159 -0.380576841 [6,] -0.2187 0.12720553 -0.360627353 [7,] -0.2181 0.12698946 -0.359604103 [8,] -0.2102 0.12420181 -0.346129497 [9,] -0.2015 0.12125505 -0.331286471 [10,] -0.1881 0.11696888 -0.308458530 [11,] -0.1846 0.11589968 -0.302515581 [12,] -0.1842 0.11577881 -0.301836923 [13,] -0.1831 0.11544781 -0.299971181 [14,] -0.1807 0.11473276 -0.295903356 [15,] -0.1782 0.11399830 -0.291670249 [16,] -0.1754 0.11318825 -0.286934269 [17,] -0.1697 0.11158017 -0.277309816 [18,] -0.1683 0.11119359 -0.274949332 [19,] -0.1663 0.11064706 -0.271579547 [20,] -0.1512 0.10673782 -0.246226411 [21,] -0.1505 0.10656587 -0.245054901 [22,] -0.1419 0.10452021 -0.230689547 [23,] -0.1353 0.10303394 -0.219699547 [24,] -0.1337 0.10268455 -0.217041616 [25,] -0.1285 0.10157834 -0.208431386 [26,] -0.1247 0.10079821 -0.202166421 [27,] -0.1209 0.10004184 -0.195924363 [28,] -0.1167 0.09923340 -0.189057452 [29,] -0.1154 0.09898900 -0.186940794 [30,] -0.1141 0.09874735 -0.184828335 [31,] -0.1138 0.09869197 -0.184341440 [32,] -0.1124 0.09843548 -0.182071692 [33,] -0.1123 0.09841728 -0.181909685 [34,] -0.1121 0.09838093 -0.181585717 [35,] -0.1053 0.09718352 -0.170606894 [36,] -0.1039 0.09694625 -0.168355254 [37,] -0.0988 0.09610850 -0.160177344 [38,] -0.0984 0.09604456 -0.159537030 [39,] -0.0977 0.09593328 -0.158416556 [40,] -0.0955 0.09558863 -0.154895599 [41,] -0.0948 0.09548060 -0.153775284 [42,] -0.0923 0.09510116 -0.149773731 [43,] -0.0909 0.09489305 -0.147532569 [44,] -0.0902 0.09479017 -0.146411909 [45,] -0.0888 0.09458676 -0.144170431 [46,] -0.0871 0.09434398 -0.141448354 [47,] -0.0866 0.09427346 -0.140647684 [48,] -0.0807 0.09347151 -0.131197555 [49,] -0.0806 0.09345840 -0.131037332 [50,] -0.0707 0.09223969 -0.115163911 [51,] -0.0693 0.09208003 -0.112917374 [52,] -0.0680 0.09193459 -0.110830903 [53,] -0.0671 0.09183550 -0.109386197 [54,] -0.0648 0.09158815 -0.105693327 [55,] -0.0644 0.09154601 -0.105050965 [56,] -0.0637 0.09147286 -0.103926744 [57,] -0.0636 0.09146248 -0.103766131 [58,] -0.0606 0.09115841 -0.098946701 [59,] -0.0541 0.09054921 -0.088497537 [60,] -0.0537 0.09051394 -0.087854196 [61,] -0.0520 0.09036691 -0.085119587 [62,] -0.0518 0.09034992 -0.084797825 [63,] -0.0516 0.09033299 -0.084476053 [64,] -0.0514 0.09031613 -0.084154273 [65,] -0.0507 0.09025762 -0.083027969 [66,] -0.0468 0.08994605 -0.076750795 [67,] -0.0467 0.08993838 -0.076589796 [68,] -0.0465 0.08992309 -0.076267792 [69,] -0.0407 0.08950782 -0.066928461 [70,] -0.0378 0.08932050 -0.062258386 [71,] -0.0374 0.08929573 -0.061614217 [72,] -0.0365 0.08924093 -0.060164817 [73,] -0.0361 0.08921699 -0.059520632 [74,] -0.0358 0.08919921 -0.059037489 [75,] -0.0345 0.08912382 -0.056943839 [76,] -0.0339 0.08908994 -0.055977521 [77,] -0.0321 0.08899179 -0.053078498 [78,] -0.0306 0.08891398 -0.050662651 [79,] -0.0302 0.08889385 -0.050018466 [80,] -0.0293 0.08884948 -0.048569116 [81,] -0.0290 0.08883499 -0.048086021 [82,] -0.0262 0.08870666 -0.043577633 [83,] -0.0261 0.08870231 -0.043416636 [84,] -0.0254 0.08867231 -0.042289689 [85,] -0.0244 0.08863083 -0.040679864 [86,] -0.0243 0.08862677 -0.040518888 [87,] -0.0240 0.08861468 -0.040035967 [88,] -0.0206 0.08848786 -0.034563588 [89,] -0.0195 0.08845082 -0.032793400 [90,] -0.0193 0.08844429 -0.032471563 [91,] -0.0191 0.08843783 -0.032149730 [92,] -0.0190 0.08843462 -0.031988816 [93,] -0.0186 0.08842195 -0.031345169 [94,] -0.0153 0.08832728 -0.026035794 [95,] -0.0148 0.08831446 -0.025231453 [96,] -0.0142 0.08829961 -0.024266283 [97,] -0.0117 0.08824397 -0.020245190 [98,] -0.0109 0.08822829 -0.018958593 [99,] -0.0096 0.08820500 -0.016868033 [100,] -0.0088 0.08819202 -0.015581631 [101,] -0.0078 0.08817724 -0.013973734 [102,] -0.0075 0.08817312 -0.013491387 [103,] -0.0073 0.08817046 -0.013169829 [104,] -0.0064 0.08815926 -0.011722873 [105,] -0.0060 0.08815470 -0.011079812 [106,] -0.0052 0.08814635 -0.009793745 [107,] -0.0048 0.08814256 -0.009150739 [108,] -0.0039 0.08813497 -0.007704045 [109,] -0.0024 0.08812523 -0.005293096 [110,] -0.0014 0.08812074 -0.003685942 [111,] -0.0006 0.08811830 -0.002400303 [112,] -0.0001 0.08811730 -0.001596816 [113,] 0.0021 0.08811768 0.001938182 [114,] 0.0044 0.08812639 0.005633261 [115,] 0.0056 0.08813430 0.007560884 [116,] 0.0064 0.08814086 0.008845873 [117,] 0.0072 0.08814846 0.010130788 [118,] 0.0080 0.08815707 0.011415628 [119,] 0.0084 0.08816177 0.012058021 [120,] 0.0085 0.08816298 0.012218616 [121,] 0.0099 0.08818166 0.014466827 [122,] 0.0107 0.08819375 0.015751416 [123,] 0.0137 0.08824823 0.020567966 [124,] 0.0159 0.08829736 0.024099438 [125,] 0.0160 0.08829978 0.024259946 [126,] 0.0164 0.08830961 0.024901966 [127,] 0.0170 0.08832484 0.025864963 [128,] 0.0183 0.08835982 0.027951311 [129,] 0.0189 0.08837688 0.028914175 [130,] 0.0190 0.08837978 0.029074649 [131,] 0.0196 0.08839752 0.030037464 [132,] 0.0197 0.08840053 0.030197929 [133,] 0.0207 0.08843153 0.031802516 [134,] 0.0211 0.08844438 0.032444319 [135,] 0.0215 0.08845748 0.033086102 [136,] 0.0224 0.08848791 0.034530048 [137,] 0.0225 0.08849137 0.034690481 [138,] 0.0230 0.08850892 0.035492626 [139,] 0.0233 0.08851964 0.035973900 [140,] 0.0240 0.08854521 0.037096831 [141,] 0.0248 0.08857540 0.038380110 [142,] 0.0250 0.08858311 0.038700919 [143,] 0.0267 0.08865122 0.041427602 [144,] 0.0286 0.08873283 0.044474671 [145,] 0.0293 0.08876435 0.045597113 [146,] 0.0308 0.08883455 0.048001895 [147,] 0.0312 0.08885388 0.048643067 [148,] 0.0316 0.08887347 0.049284211 [149,] 0.0326 0.08892355 0.050887355 [150,] 0.0332 0.08895437 0.051849456 [151,] 0.0339 0.08899106 0.052972109 [152,] 0.0350 0.08905030 0.054736720 [153,] 0.0382 0.08923367 0.059873368 [154,] 0.0396 0.08931907 0.062123159 [155,] 0.0398 0.08933153 0.062444718 [156,] 0.0413 0.08942701 0.064857679 [157,] 0.0415 0.08944001 0.065179577 [158,] 0.0421 0.08947941 0.066145511 [159,] 0.0441 0.08961492 0.069367886 [160,] 0.0443 0.08962883 0.069690343 [161,] 0.0455 0.08971361 0.071625925 [162,] 0.0467 0.08980073 0.073562945 [163,] 0.0468 0.08980809 0.073724428 [164,] 0.0470 0.08982287 0.074047424 [165,] 0.0476 0.08986759 0.075016684 [166,] 0.0491 0.08998193 0.077442000 [167,] 0.0507 0.09010791 0.080032450 [168,] 0.0512 0.09014813 0.080842695 [169,] 0.0525 0.09025460 0.082950957 [170,] 0.0531 0.09030466 0.083924794 [171,] 0.0544 0.09041513 0.086036488 [172,] 0.0546 0.09043237 0.086361573 [173,] 0.0564 0.09059046 0.089289835 [174,] 0.0579 0.09072623 0.091733106 [175,] 0.0623 0.09114564 0.098913708 [176,] 0.0628 0.09119530 0.099730975 [177,] 0.0631 0.09122529 0.100221462 [178,] 0.0648 0.09139803 0.103002679 [179,] 0.0669 0.09161795 0.106442502 [180,] 0.0672 0.09164996 0.106934285 [181,] 0.0680 0.09173603 0.108246168 [182,] 0.0693 0.09187814 0.110379416 [183,] 0.0694 0.09188918 0.110543586 [184,] 0.0702 0.09197814 0.111857323 [185,] 0.0747 0.09249815 0.119259654 [186,] 0.0750 0.09253400 0.119753901 [187,] 0.0770 0.09277680 0.123051304 [188,] 0.0783 0.09293817 0.125196875 [189,] 0.0790 0.09302621 0.126352920 [190,] 0.0807 0.09324340 0.129162606 [191,] 0.0814 0.09333421 0.130320420 [192,] 0.0827 0.09350503 0.132472016 [193,] 0.0829 0.09353156 0.132803189 [194,] 0.0835 0.09361154 0.133796960 [195,] 0.0850 0.09381410 0.136283046 [196,] 0.0871 0.09410395 0.139767422 [197,] 0.0879 0.09421629 0.141095847 [198,] 0.0880 0.09423041 0.141261940 [199,] 0.0913 0.09470563 0.146747908 [200,] 0.0935 0.09503250 0.150410519 [201,] 0.0962 0.09544468 0.154911336 [202,] 0.1000 0.09604540 0.161256636 [203,] 0.1011 0.09622379 0.163095794 [204,] 0.1013 0.09625644 0.163430300 [205,] 0.1025 0.09645376 0.165438073 [206,] 0.1058 0.09700883 0.170965953 [207,] 0.1065 0.09712892 0.172139759 [208,] 0.1086 0.09749411 0.175663754 [209,] 0.1109 0.09790258 0.179527800 [210,] 0.1110 0.09792054 0.179695907 [211,] 0.1121 0.09811922 0.181545663 [212,] 0.1123 0.09815556 0.181882096 [213,] 0.1130 0.09828329 0.183059888 [214,] 0.1131 0.09830161 0.183228179 [215,] 0.1146 0.09857834 0.185753596 [216,] 0.1150 0.09865278 0.186427373 [217,] 0.1242 0.10043932 0.201962928 [218,] 0.1246 0.10052024 0.202640068 [219,] 0.1288 0.10138627 0.209758505 [220,] 0.1304 0.10172406 0.212474355 [221,] 0.1330 0.10228223 0.216892393 [222,] 0.1331 0.10230393 0.217062436 [223,] 0.1351 0.10274146 0.220465131 [224,] 0.1361 0.10296277 0.222167792 [225,] 0.1377 0.10332042 0.224893872 [226,] 0.1407 0.10400278 0.230011316 [227,] 0.1441 0.10479469 0.235820615 [228,] 0.1443 0.10484189 0.236162653 [229,] 0.1454 0.10510270 0.238044493 [230,] 0.1508 0.10641312 0.247297986 [231,] 0.1644 0.10993543 0.270716244 [232,] 0.1793 0.11416139 0.296558983 [233,] 0.1814 0.11478800 0.300216883 [234,] 0.1838 0.11551354 0.304402069 [235,] 0.1927 0.11829193 0.319966179 [236,] 0.1978 0.11994657 0.328916208 [237,] 0.2012 0.12107505 0.334895551 [238,] 0.2026 0.12154562 0.337359804 [239,] 0.2056 0.12256562 0.342639208 [240,] 0.2087 0.12363626 0.348092902 [241,] 0.2099 0.12405524 0.350203549 [242,] 0.2385 0.13478966 0.400431118 [243,] 0.2400 0.13539228 0.403061394 [244,] 0.2620 0.14468352 0.441578221 , , n=100 newdata fun 1der [1,] -0.3064 0.16773386 -5.302206e-01 [2,] -0.2579 0.14340082 -4.730225e-01 [3,] -0.2523 0.14077075 -4.662746e-01 [4,] -0.2394 0.13485781 -4.503777e-01 [5,] -0.2304 0.13085545 -4.389955e-01 [6,] -0.2187 0.12580749 -4.238315e-01 [7,] -0.2181 0.12555342 -4.230419e-01 [8,] -0.2102 0.12225277 -4.125333e-01 [9,] -0.2015 0.11871493 -4.007215e-01 [10,] -0.1881 0.11346977 -3.820384e-01 [11,] -0.1846 0.11214134 -3.770605e-01 [12,] -0.1842 0.11199063 -3.764891e-01 [13,] -0.1831 0.11157736 -3.749148e-01 [14,] -0.1807 0.11068169 -3.714660e-01 [15,] -0.1782 0.10975754 -3.678533e-01 [16,] -0.1754 0.10873324 -3.637884e-01 [17,] -0.1697 0.10668333 -3.554659e-01 [18,] -0.1683 0.10618712 -3.534120e-01 [19,] -0.1663 0.10548323 -3.504714e-01 [20,] -0.1512 0.10036009 -3.280168e-01 [21,] -0.1505 0.10013084 -3.269650e-01 [22,] -0.1419 0.09737474 -3.139654e-01 [23,] -0.1353 0.09533577 -3.038909e-01 [24,] -0.1337 0.09485151 -3.014358e-01 [25,] -0.1285 0.09330485 -2.934226e-01 [26,] -0.1247 0.09220102 -2.875386e-01 [27,] -0.1209 0.09111959 -2.816321e-01 [28,] -0.1167 0.08995048 -2.750815e-01 [29,] -0.1154 0.08959420 -2.730498e-01 [30,] -0.1141 0.08924055 -2.710160e-01 [31,] -0.1138 0.08915932 -2.705464e-01 [32,] -0.1124 0.08878209 -2.683535e-01 [33,] -0.1123 0.08875526 -2.681968e-01 [34,] -0.1121 0.08870165 -2.678833e-01 [35,] -0.1053 0.08691635 -2.571970e-01 [36,] -0.1039 0.08655782 -2.549901e-01 [37,] -0.0988 0.08527791 -2.469314e-01 [38,] -0.0984 0.08517926 -2.462980e-01 [39,] -0.0977 0.08500724 -2.451892e-01 [40,] -0.0955 0.08447166 -2.417006e-01 [41,] -0.0948 0.08430286 -2.405894e-01 [42,] -0.0923 0.08370635 -2.366161e-01 [43,] -0.0909 0.08337665 -2.343879e-01 [44,] -0.0902 0.08321296 -2.332729e-01 [45,] -0.0888 0.08288794 -2.310412e-01 [46,] -0.0871 0.08249748 -2.283283e-01 [47,] -0.0866 0.08238352 -2.275297e-01 [48,] -0.0807 0.08106893 -2.180842e-01 [49,] -0.0806 0.08104713 -2.179238e-01 [50,] -0.0707 0.07896851 -2.019816e-01 [51,] -0.0693 0.07868732 -1.997179e-01 [52,] -0.0680 0.07842905 -1.976138e-01 [53,] -0.0671 0.07825185 -1.961560e-01 [54,] -0.0648 0.07780498 -1.924261e-01 [55,] -0.0644 0.07772814 -1.917768e-01 [56,] -0.0637 0.07759430 -1.906398e-01 [57,] -0.0636 0.07757524 -1.904773e-01 [58,] -0.0606 0.07701113 -1.855926e-01 [59,] -0.0541 0.07583933 -1.749469e-01 [60,] -0.0537 0.07576949 -1.742890e-01 [61,] -0.0520 0.07547557 -1.714893e-01 [62,] -0.0518 0.07544131 -1.711595e-01 [63,] -0.0516 0.07540711 -1.708297e-01 [64,] -0.0514 0.07537298 -1.704998e-01 [65,] -0.0507 0.07525403 -1.693444e-01 [66,] -0.0468 0.07460617 -1.628892e-01 [67,] -0.0467 0.07458988 -1.627233e-01 [68,] -0.0465 0.07455737 -1.623914e-01 [69,] -0.0407 0.07364347 -1.527371e-01 [70,] -0.0378 0.07320756 -1.478897e-01 [71,] -0.0374 0.07314854 -1.472200e-01 [72,] -0.0365 0.07301672 -1.457123e-01 [73,] -0.0361 0.07295857 -1.450418e-01 [74,] -0.0358 0.07291513 -1.445388e-01 [75,] -0.0345 0.07272865 -1.423573e-01 [76,] -0.0339 0.07264354 -1.413495e-01 [77,] -0.0321 0.07239183 -1.383227e-01 [78,] -0.0306 0.07218624 -1.357964e-01 [79,] -0.0302 0.07213206 -1.351222e-01 [80,] -0.0293 0.07201113 -1.336041e-01 [81,] -0.0290 0.07197113 -1.330978e-01 [82,] -0.0262 0.07160508 -1.283652e-01 [83,] -0.0261 0.07159225 -1.281960e-01 [84,] -0.0254 0.07150292 -1.270108e-01 [85,] -0.0244 0.07137676 -1.253163e-01 [86,] -0.0243 0.07136424 -1.251467e-01 [87,] -0.0240 0.07132677 -1.246380e-01 [88,] -0.0206 0.07091281 -1.188625e-01 [89,] -0.0195 0.07078310 -1.169898e-01 [90,] -0.0193 0.07075973 -1.166491e-01 [91,] -0.0191 0.07073644 -1.163083e-01 [92,] -0.0190 0.07072481 -1.161378e-01 [93,] -0.0186 0.07067849 -1.154559e-01 [94,] -0.0153 0.07030679 -1.098183e-01 [95,] -0.0148 0.07025209 -1.089623e-01 [96,] -0.0142 0.07018702 -1.079345e-01 [97,] -0.0117 0.06992255 -1.036444e-01 [98,] -0.0109 0.06984018 -1.022690e-01 [99,] -0.0096 0.06970868 -1.000314e-01 [100,] -0.0088 0.06962921 -9.865287e-02 [101,] -0.0078 0.06953142 -9.692791e-02 [102,] -0.0075 0.06950242 -9.641005e-02 [103,] -0.0073 0.06948317 -9.606472e-02 [104,] -0.0064 0.06939741 -9.450976e-02 [105,] -0.0060 0.06935975 -9.381816e-02 [106,] -0.0052 0.06928525 -9.243406e-02 [107,] -0.0048 0.06924841 -9.174155e-02 [108,] -0.0039 0.06916655 -9.018227e-02 [109,] -0.0024 0.06903322 -8.758002e-02 [110,] -0.0014 0.06894651 -8.584280e-02 [111,] -0.0006 0.06887839 -8.445163e-02 [112,] -0.0001 0.06883639 -8.358153e-02 [113,] 0.0021 0.06865672 -7.974739e-02 [114,] 0.0044 0.06847792 -7.572905e-02 [115,] 0.0056 0.06838831 -7.362850e-02 [116,] 0.0064 0.06832997 -7.222659e-02 [117,] 0.0072 0.06827275 -7.082346e-02 [118,] 0.0080 0.06821665 -6.941910e-02 [119,] 0.0084 0.06818902 -6.871646e-02 [120,] 0.0085 0.06818216 -6.854075e-02 [121,] 0.0099 0.06808792 -6.607883e-02 [122,] 0.0107 0.06803562 -6.467033e-02 [123,] 0.0137 0.06784955 -5.937752e-02 [124,] 0.0159 0.06772320 -5.548515e-02 [125,] 0.0160 0.06771766 -5.530800e-02 [126,] 0.0164 0.06769568 -5.459923e-02 [127,] 0.0170 0.06766324 -5.353549e-02 [128,] 0.0183 0.06759514 -5.122835e-02 [129,] 0.0189 0.06756472 -5.016242e-02 [130,] 0.0190 0.06755972 -4.998470e-02 [131,] 0.0196 0.06753004 -4.891796e-02 [132,] 0.0197 0.06752516 -4.874011e-02 [133,] 0.0207 0.06747731 -4.696049e-02 [134,] 0.0211 0.06745867 -4.624811e-02 [135,] 0.0215 0.06744031 -4.553542e-02 [136,] 0.0224 0.06740005 -4.393075e-02 [137,] 0.0225 0.06739567 -4.375236e-02 [138,] 0.0230 0.06737402 -4.286010e-02 [139,] 0.0233 0.06736124 -4.232452e-02 [140,] 0.0240 0.06733205 -4.107417e-02 [141,] 0.0248 0.06729976 -3.964415e-02 [142,] 0.0250 0.06729187 -3.928648e-02 [143,] 0.0267 0.06722767 -3.624351e-02 [144,] 0.0286 0.06716204 -3.283675e-02 [145,] 0.0293 0.06713949 -3.158008e-02 [146,] 0.0308 0.06709414 -2.888442e-02 [147,] 0.0312 0.06708273 -2.816493e-02 [148,] 0.0316 0.06707161 -2.744517e-02 [149,] 0.0326 0.06704507 -2.564459e-02 [150,] 0.0332 0.06703000 -2.456342e-02 [151,] 0.0339 0.06701325 -2.330129e-02 [152,] 0.0350 0.06698871 -2.131626e-02 [153,] 0.0382 0.06692975 -1.552995e-02 [154,] 0.0396 0.06690979 -1.299297e-02 [155,] 0.0398 0.06690723 -1.263028e-02 [156,] 0.0413 0.06689032 -9.907730e-03 [157,] 0.0415 0.06688838 -9.544407e-03 [158,] 0.0421 0.06688298 -8.453992e-03 [159,] 0.0441 0.06686971 -4.814427e-03 [160,] 0.0443 0.06686878 -4.450061e-03 [161,] 0.0455 0.06686475 -2.262297e-03 [162,] 0.0467 0.06686335 -7.184954e-05 [163,] 0.0468 0.06686335 1.108089e-04 [164,] 0.0470 0.06686341 4.761817e-04 [165,] 0.0476 0.06686403 1.572747e-03 [166,] 0.0491 0.06686844 4.317096e-03 [167,] 0.0507 0.06687770 7.249024e-03 [168,] 0.0512 0.06688155 8.166230e-03 [169,] 0.0525 0.06689372 1.055315e-02 [170,] 0.0531 0.06690038 1.165586e-02 [171,] 0.0544 0.06691709 1.404738e-02 [172,] 0.0546 0.06691993 1.441558e-02 [173,] 0.0564 0.06694887 1.773279e-02 [174,] 0.0579 0.06697754 2.050174e-02 [175,] 0.0623 0.06708566 2.864818e-02 [176,] 0.0628 0.06710021 2.957619e-02 [177,] 0.0631 0.06710917 3.013322e-02 [178,] 0.0648 0.06716308 3.329291e-02 [179,] 0.0669 0.06723710 3.720349e-02 [180,] 0.0672 0.06724835 3.776281e-02 [181,] 0.0680 0.06727915 3.925516e-02 [182,] 0.0693 0.06733176 4.168278e-02 [183,] 0.0694 0.06733594 4.186965e-02 [184,] 0.0702 0.06737003 4.336528e-02 [185,] 0.0747 0.06758414 5.180044e-02 [186,] 0.0750 0.06759977 5.236413e-02 [187,] 0.0770 0.06770826 5.612654e-02 [188,] 0.0783 0.06778281 5.857647e-02 [189,] 0.0790 0.06782428 5.989710e-02 [190,] 0.0807 0.06792883 6.310850e-02 [191,] 0.0814 0.06797347 6.443255e-02 [192,] 0.0827 0.06805883 6.689416e-02 [193,] 0.0829 0.06807225 6.727317e-02 [194,] 0.0835 0.06811296 6.841071e-02 [195,] 0.0850 0.06821771 7.125776e-02 [196,] 0.0871 0.06837154 7.525184e-02 [197,] 0.0879 0.06843235 7.677622e-02 [198,] 0.0880 0.06844004 7.696688e-02 [199,] 0.0913 0.06870443 8.327237e-02 [200,] 0.0935 0.06889226 8.749088e-02 [201,] 0.0962 0.06913550 9.268523e-02 [202,] 0.1000 0.06950164 1.000302e-01 [203,] 0.1011 0.06961285 1.021639e-01 [204,] 0.1013 0.06963332 1.025522e-01 [205,] 0.1025 0.06975778 1.048844e-01 [206,] 0.1058 0.07011451 1.113186e-01 [207,] 0.1065 0.07019291 1.126873e-01 [208,] 0.1086 0.07043387 1.168017e-01 [209,] 0.1109 0.07070771 1.213221e-01 [210,] 0.1110 0.07071985 1.215190e-01 [211,] 0.1121 0.07085472 1.236864e-01 [212,] 0.1123 0.07087949 1.240809e-01 [213,] 0.1130 0.07096683 1.254623e-01 [214,] 0.1131 0.07097939 1.256597e-01 [215,] 0.1146 0.07117010 1.286250e-01 [216,] 0.1150 0.07122171 1.294168e-01 [217,] 0.1242 0.07249650 1.477511e-01 [218,] 0.1246 0.07255576 1.485536e-01 [219,] 0.1288 0.07319742 1.570068e-01 [220,] 0.1304 0.07345122 1.602400e-01 [221,] 0.1330 0.07387469 1.655083e-01 [222,] 0.1331 0.07389125 1.657112e-01 [223,] 0.1351 0.07422673 1.697739e-01 [224,] 0.1361 0.07439752 1.718083e-01 [225,] 0.1377 0.07467502 1.750673e-01 [226,] 0.1407 0.07520940 1.811887e-01 [227,] 0.1441 0.07583726 1.881423e-01 [228,] 0.1443 0.07587493 1.885520e-01 [229,] 0.1454 0.07608358 1.908066e-01 [230,] 0.1508 0.07714389 2.019130e-01 [231,] 0.1644 0.08008123 2.300971e-01 [232,] 0.1793 0.08374176 2.613000e-01 [233,] 0.1814 0.08429513 2.657171e-01 [234,] 0.1838 0.08493891 2.707692e-01 [235,] 0.1927 0.08743230 2.895602e-01 [236,] 0.1978 0.08893663 3.003776e-01 [237,] 0.2012 0.08997020 3.076094e-01 [238,] 0.2026 0.09040294 3.105919e-01 [239,] 0.2056 0.09134431 3.169922e-01 [240,] 0.2087 0.09233726 3.236189e-01 [241,] 0.2099 0.09272714 3.261874e-01 [242,] 0.2385 0.10293273 3.874407e-01 [243,] 0.2400 0.10351629 3.906430e-01 [244,] 0.2620 0.11262540 4.373588e-01 , , n=150 newdata fun 1der [1,] -0.3064 1.121594e-01 -0.6335347290 [2,] -0.2579 8.323072e-02 -0.5588462883 [3,] -0.2523 8.012596e-02 -0.5499875945 [4,] -0.2394 7.316376e-02 -0.5293754167 [5,] -0.2304 6.846478e-02 -0.5148187122 [6,] -0.2187 6.255318e-02 -0.4956682089 [7,] -0.2181 6.225607e-02 -0.4946792212 [8,] -0.2102 5.839971e-02 -0.4815951114 [9,] -0.2015 5.427296e-02 -0.4670630992 [10,] -0.1881 4.816559e-02 -0.4444367040 [11,] -0.1846 4.662047e-02 -0.4384876065 [12,] -0.1842 4.644521e-02 -0.4378069475 [13,] -0.1831 4.596465e-02 -0.4359343292 [14,] -0.1807 4.492332e-02 -0.4318445126 [15,] -0.1782 4.384904e-02 -0.4275783022 [16,] -0.1754 4.265852e-02 -0.4227928964 [17,] -0.1697 4.027641e-02 -0.4130275071 [18,] -0.1683 3.969986e-02 -0.4106241111 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0.0056 -4.392628e-03 -0.0877668713 [116,] 0.0064 -4.462205e-03 -0.0861756837 [117,] 0.0072 -4.530509e-03 -0.0845836638 [118,] 0.0080 -4.597539e-03 -0.0829908116 [119,] 0.0084 -4.630576e-03 -0.0821940732 [120,] 0.0085 -4.638785e-03 -0.0819948550 [121,] 0.0099 -4.751625e-03 -0.0792043206 [122,] 0.0107 -4.814350e-03 -0.0776084893 [123,] 0.0137 -5.038192e-03 -0.0716181137 [124,] 0.0159 -5.190916e-03 -0.0672215620 [125,] 0.0160 -5.197628e-03 -0.0670216430 [126,] 0.0164 -5.224277e-03 -0.0662219009 [127,] 0.0170 -5.263650e-03 -0.0650220902 [128,] 0.0183 -5.346489e-03 -0.0624216864 [129,] 0.0189 -5.383582e-03 -0.0612211245 [130,] 0.0190 -5.389694e-03 -0.0610210078 [131,] 0.0196 -5.425946e-03 -0.0598201690 [132,] 0.0197 -5.431918e-03 -0.0596200062 [133,] 0.0207 -5.490537e-03 -0.0576180153 [134,] 0.0211 -5.513424e-03 -0.0568170344 [135,] 0.0215 -5.535991e-03 -0.0560159481 [136,] 0.0224 -5.585594e-03 -0.0542131296 [137,] 0.0225 -5.591005e-03 -0.0540127859 [138,] 0.0230 -5.617761e-03 -0.0530109757 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0.0519792059 [187,] 0.0770 -5.542908e-03 0.0560437376 [188,] 0.0783 -5.468334e-03 0.0586866340 [189,] 0.0790 -5.426755e-03 0.0601100424 [190,] 0.0807 -5.321629e-03 0.0635677955 [191,] 0.0814 -5.276633e-03 0.0649919485 [192,] 0.0827 -5.190424e-03 0.0676373804 [193,] 0.0829 -5.176856e-03 0.0680444364 [194,] 0.0835 -5.135663e-03 0.0692657108 [195,] 0.0850 -5.029474e-03 0.0723195950 [196,] 0.0871 -4.873112e-03 0.0765967085 [197,] 0.0879 -4.811183e-03 0.0782265992 [198,] 0.0880 -4.803350e-03 0.0784303555 [199,] 0.0913 -4.533432e-03 0.0851567997 [200,] 0.0935 -4.341152e-03 0.0896437776 [201,] 0.0962 -4.091677e-03 0.0951534554 [202,] 0.1000 -3.715351e-03 0.1029148353 [203,] 0.1011 -3.600907e-03 0.1051651768 [204,] 0.1013 -3.579833e-03 0.1055745465 [205,] 0.1025 -3.451669e-03 0.1080321650 [206,] 0.1058 -3.084002e-03 0.1147977553 [207,] 0.1065 -3.003141e-03 0.1162337700 [208,] 0.1086 -2.754525e-03 0.1205436790 [209,] 0.1109 -2.471843e-03 0.1252672652 [210,] 0.1110 -2.459306e-03 0.1254727146 [211,] 0.1121 -2.320043e-03 0.1277330769 [212,] 0.1123 -2.294455e-03 0.1281441230 [213,] 0.1130 -2.204251e-03 0.1295828379 [214,] 0.1131 -2.191282e-03 0.1297883754 [215,] 0.1146 -1.994287e-03 0.1328716418 [216,] 0.1150 -1.940974e-03 0.1336939108 [217,] 0.1242 -6.239707e-04 0.1526136011 [218,] 0.1246 -5.627607e-04 0.1534365226 [219,] 0.1288 9.982051e-05 0.1620788400 [220,] 0.1304 3.617811e-04 0.1653719399 [221,] 0.1330 7.987058e-04 0.1707241551 [222,] 0.1331 8.157885e-04 0.1709300324 [223,] 0.1351 1.161766e-03 0.1750479367 [224,] 0.1361 1.337844e-03 0.1771071437 [225,] 0.1377 1.623851e-03 0.1804022284 [226,] 0.1407 2.174327e-03 0.1865816848 [227,] 0.1441 2.820613e-03 0.1935869176 [228,] 0.1443 2.859371e-03 0.1939990513 [229,] 0.1454 3.074017e-03 0.1962659081 [230,] 0.1508 4.163905e-03 0.2073970967 [231,] 0.1644 7.175307e-03 0.2354706249 [232,] 0.1793 1.091365e-02 0.2663352433 [233,] 0.1814 1.147752e-02 0.2706898470 [234,] 0.1838 1.213315e-02 0.2756670243 [235,] 0.1927 1.466874e-02 0.2941285978 [236,] 0.1978 1.619578e-02 0.3047110373 [237,] 0.2012 1.724379e-02 0.3117673974 [238,] 0.2026 1.768230e-02 0.3146732830 [239,] 0.2056 1.863566e-02 0.3209008204 [240,] 0.2087 1.964043e-02 0.3273367837 [241,] 0.2099 2.003472e-02 0.3298281386 [242,] 0.2385 3.031765e-02 0.3892816589 [243,] 0.2400 3.090391e-02 0.3924027482 [244,] 0.2620 4.004018e-02 0.4381533527 , , n=220 newdata fun 1der [1,] -0.3064 0.16039886 -4.891240e-01 [2,] -0.2579 0.13846544 -4.150316e-01 [3,] -0.2523 0.13616546 -4.063930e-01 [4,] -0.2394 0.13105090 -3.865818e-01 [5,] -0.2304 0.12763375 -3.727809e-01 [6,] -0.2187 0.12337732 -3.548101e-01 [7,] -0.2181 0.12316471 -3.538876e-01 [8,] -0.2102 0.12041703 -3.417220e-01 [9,] -0.2015 0.11750247 -3.282857e-01 [10,] -0.1881 0.11324248 -3.075195e-01 [11,] -0.1846 0.11217567 -3.020814e-01 [12,] -0.1842 0.11205497 -3.014595e-01 [13,] -0.1831 0.11172430 -2.997490e-01 [14,] -0.1807 0.11100938 -2.960149e-01 [15,] -0.1782 0.11027421 -2.921224e-01 [16,] -0.1754 0.10946238 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0.08280942 -9.127074e-04 [119,] 0.0084 0.08280919 -2.506872e-04 [120,] 0.0085 0.08280918 -8.516287e-05 [121,] 0.0099 0.08281068 2.232987e-03 [122,] 0.0107 0.08281300 3.558322e-03 [123,] 0.0137 0.08283113 8.532721e-03 [124,] 0.0159 0.08285392 1.218502e-02 [125,] 0.0160 0.08285515 1.235112e-02 [126,] 0.0164 0.08286022 1.301561e-02 [127,] 0.0170 0.08286833 1.401257e-02 [128,] 0.0183 0.08288795 1.617360e-02 [129,] 0.0189 0.08289795 1.717144e-02 [130,] 0.0190 0.08289968 1.733778e-02 [131,] 0.0196 0.08291038 1.833594e-02 [132,] 0.0197 0.08291222 1.850233e-02 [133,] 0.0207 0.08293156 2.016662e-02 [134,] 0.0211 0.08293976 2.083256e-02 [135,] 0.0215 0.08294822 2.149862e-02 [136,] 0.0224 0.08296825 2.299770e-02 [137,] 0.0225 0.08297055 2.316430e-02 [138,] 0.0230 0.08298234 2.399743e-02 [139,] 0.0233 0.08298962 2.449740e-02 [140,] 0.0240 0.08300717 2.566427e-02 [141,] 0.0248 0.08302824 2.699829e-02 [142,] 0.0250 0.08303367 2.733182e-02 [143,] 0.0267 0.08308255 3.016680e-02 [144,] 0.0286 0.08314287 3.333515e-02 [145,] 0.0293 0.08316662 3.450240e-02 [146,] 0.0308 0.08322025 3.700334e-02 [147,] 0.0312 0.08323518 3.767016e-02 [148,] 0.0316 0.08325038 3.833693e-02 [149,] 0.0326 0.08328955 4.000369e-02 [150,] 0.0332 0.08331385 4.100362e-02 [151,] 0.0339 0.08334297 4.217009e-02 [152,] 0.0350 0.08339036 4.400285e-02 [153,] 0.0382 0.08353970 4.933845e-02 [154,] 0.0396 0.08361041 5.167742e-02 [155,] 0.0398 0.08362078 5.201180e-02 [156,] 0.0413 0.08370068 5.452154e-02 [157,] 0.0415 0.08371162 5.485643e-02 [158,] 0.0421 0.08374484 5.586145e-02 [159,] 0.0441 0.08385991 5.921539e-02 [160,] 0.0443 0.08387179 5.955112e-02 [161,] 0.0455 0.08394446 6.156671e-02 [162,] 0.0467 0.08401955 6.358445e-02 [163,] 0.0468 0.08402592 6.375270e-02 [164,] 0.0470 0.08403870 6.408923e-02 [165,] 0.0476 0.08407746 6.509918e-02 [166,] 0.0491 0.08417700 6.762640e-02 [167,] 0.0507 0.08428736 7.032581e-02 [168,] 0.0512 0.08432274 7.117016e-02 [169,] 0.0525 0.08441668 7.336722e-02 [170,] 0.0531 0.08446101 7.438210e-02 [171,] 0.0544 0.08455914 7.658285e-02 [172,] 0.0546 0.08457449 7.692165e-02 [173,] 0.0564 0.08471569 7.997355e-02 [174,] 0.0579 0.08483756 8.252050e-02 [175,] 0.0623 0.08521712 9.001082e-02 [176,] 0.0628 0.08526234 9.086356e-02 [177,] 0.0631 0.08528967 9.137531e-02 [178,] 0.0648 0.08544748 9.427671e-02 [179,] 0.0669 0.08564923 9.786383e-02 [180,] 0.0672 0.08567866 9.837644e-02 [181,] 0.0680 0.08575791 9.974358e-02 [182,] 0.0693 0.08588902 1.019657e-01 [183,] 0.0694 0.08589923 1.021367e-01 [184,] 0.0702 0.08598148 1.035045e-01 [185,] 0.0747 0.08646457 1.112034e-01 [186,] 0.0750 0.08649801 1.117169e-01 [187,] 0.0770 0.08672487 1.151415e-01 [188,] 0.0783 0.08687600 1.173683e-01 [189,] 0.0790 0.08695858 1.185677e-01 [190,] 0.0807 0.08716262 1.214812e-01 [191,] 0.0814 0.08724808 1.226812e-01 [192,] 0.0827 0.08740901 1.249103e-01 [193,] 0.0829 0.08743403 1.252532e-01 [194,] 0.0835 0.08750949 1.262820e-01 [195,] 0.0850 0.08770084 1.288538e-01 [196,] 0.0871 0.08797521 1.324538e-01 [197,] 0.0879 0.08808172 1.338250e-01 [198,] 0.0880 0.08809511 1.339964e-01 [199,] 0.0913 0.08854663 1.396519e-01 [200,] 0.0935 0.08885802 1.434214e-01 [201,] 0.0962 0.08925150 1.480466e-01 [202,] 0.1000 0.08982644 1.545545e-01 [203,] 0.1011 0.08999749 1.564380e-01 [204,] 0.1013 0.09002881 1.567804e-01 [205,] 0.1025 0.09021818 1.588349e-01 [206,] 0.1058 0.09075165 1.644838e-01 [207,] 0.1065 0.09086721 1.656818e-01 [208,] 0.1086 0.09121892 1.692755e-01 [209,] 0.1109 0.09161278 1.732108e-01 [210,] 0.1110 0.09163011 1.733818e-01 [211,] 0.1121 0.09182186 1.752635e-01 [212,] 0.1123 0.09185695 1.756056e-01 [213,] 0.1130 0.09198029 1.768029e-01 [214,] 0.1131 0.09199798 1.769739e-01 [215,] 0.1146 0.09226536 1.795387e-01 [216,] 0.1150 0.09233732 1.802224e-01 [217,] 0.1242 0.09406756 1.959056e-01 [218,] 0.1246 0.09414606 1.965862e-01 [219,] 0.1288 0.09498672 2.037291e-01 [220,] 0.1304 0.09531486 2.064483e-01 [221,] 0.1330 0.09585737 2.108651e-01 [222,] 0.1331 0.09587847 2.110349e-01 [223,] 0.1351 0.09630393 2.144305e-01 [224,] 0.1361 0.09651921 2.161278e-01 [225,] 0.1377 0.09686719 2.188438e-01 [226,] 0.1407 0.09753136 2.239378e-01 [227,] 0.1441 0.09830257 2.297136e-01 [228,] 0.1443 0.09834854 2.300535e-01 [229,] 0.1454 0.09860263 2.319227e-01 [230,] 0.1508 0.09987980 2.411032e-01 [231,] 0.1644 0.10331618 2.642545e-01 [232,] 0.1793 0.10744284 2.896664e-01 [233,] 0.1814 0.10805490 2.932512e-01 [234,] 0.1838 0.10876362 2.973489e-01 [235,] 0.1927 0.11147767 3.125524e-01 [236,] 0.1978 0.11309392 3.212728e-01 [237,] 0.2012 0.11419614 3.270910e-01 [238,] 0.2026 0.11465574 3.294884e-01 [239,] 0.2056 0.11565192 3.346311e-01 [240,] 0.2087 0.11669753 3.399530e-01 [241,] 0.2099 0.11710671 3.420152e-01 [242,] 0.2385 0.12759105 3.911402e-01 [243,] 0.2400 0.12817968 3.937111e-01 [244,] 0.2620 0.13725469 4.312467e-01 , , n=340 newdata fun 1der [1,] -0.3064 9.154565e-02 -0.660248411 [2,] -0.2579 6.197381e-02 -0.558880882 [3,] -0.2523 5.887722e-02 -0.547037531 [4,] -0.2394 5.199709e-02 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0.013217130 [129,] 0.0189 -1.369041e-03 0.014360887 [130,] 0.0190 -1.367595e-03 0.014551583 [131,] 0.0196 -1.358521e-03 0.015696177 [132,] 0.0197 -1.356942e-03 0.015887013 [133,] 0.0207 -1.340100e-03 0.017796462 [134,] 0.0211 -1.332829e-03 0.018560800 [135,] 0.0215 -1.325251e-03 0.019325457 [136,] 0.0224 -1.307084e-03 0.021047099 [137,] 0.0225 -1.304970e-03 0.021238492 [138,] 0.0230 -1.294111e-03 0.022195757 [139,] 0.0233 -1.287366e-03 0.022770355 [140,] 0.0240 -1.270957e-03 0.024111782 [141,] 0.0248 -1.251054e-03 0.025646035 [142,] 0.0250 -1.245887e-03 0.026029798 [143,] 0.0267 -1.198862e-03 0.029294998 [144,] 0.0286 -1.139729e-03 0.032951349 [145,] 0.0293 -1.116191e-03 0.034301030 [146,] 0.0308 -1.062567e-03 0.037198805 [147,] 0.0312 -1.047532e-03 0.037972835 [148,] 0.0316 -1.032188e-03 0.038747408 [149,] 0.0326 -9.924718e-04 0.040686219 [150,] 0.0332 -9.677106e-04 0.041851185 [151,] 0.0339 -9.379386e-04 0.043212110 [152,] 0.0350 -8.892273e-04 0.045354648 [153,] 0.0382 -7.340918e-04 0.051609708 [154,] 0.0396 -6.599171e-04 0.054355088 [155,] 0.0398 -6.490069e-04 0.054747743 [156,] 0.0413 -5.646746e-04 0.057696398 [157,] 0.0415 -5.530959e-04 0.058090048 [158,] 0.0421 -5.178875e-04 0.059271693 [159,] 0.0441 -3.953997e-04 0.063218031 [160,] 0.0443 -3.827165e-04 0.063613284 [161,] 0.0455 -3.049568e-04 0.065986928 [162,] 0.0467 -2.243465e-04 0.068364163 [163,] 0.0468 -2.175001e-04 0.068562400 [164,] 0.0470 -2.037480e-04 0.068958923 [165,] 0.0476 -1.620157e-04 0.070148877 [166,] 0.0491 -5.455977e-05 0.073126295 [167,] 0.0507 6.498568e-05 0.076306197 [168,] 0.0512 1.033874e-04 0.077300787 [169,] 0.0525 2.055606e-04 0.079889512 [170,] 0.0531 2.538532e-04 0.081085708 [171,] 0.0544 3.609510e-04 0.083681123 [172,] 0.0546 3.777272e-04 0.084080879 [173,] 0.0564 5.323141e-04 0.087683778 [174,] 0.0579 6.660958e-04 0.090692826 [175,] 0.0623 1.084614e-03 0.099548768 [176,] 0.0628 1.134640e-03 0.100557261 [177,] 0.0631 1.164898e-03 0.101162465 [178,] 0.0648 1.339790e-03 0.104593455 [179,] 0.0669 1.563890e-03 0.108835261 [180,] 0.0672 1.596631e-03 0.109441552 [181,] 0.0680 1.684831e-03 0.111058715 [182,] 0.0693 1.830916e-03 0.113687812 [183,] 0.0694 1.842295e-03 0.113890112 [184,] 0.0702 1.934055e-03 0.115508830 [185,] 0.0747 2.474349e-03 0.124625138 [186,] 0.0750 2.511828e-03 0.125233611 [187,] 0.0770 2.766353e-03 0.129292445 [188,] 0.0783 2.936149e-03 0.131932877 [189,] 0.0790 3.029000e-03 0.133355362 [190,] 0.0807 3.258642e-03 0.136811979 [191,] 0.0814 3.354909e-03 0.138236002 [192,] 0.0827 3.536335e-03 0.140881662 [193,] 0.0829 3.564552e-03 0.141288807 [194,] 0.0835 3.649692e-03 0.142510436 [195,] 0.0850 3.865749e-03 0.145565775 [196,] 0.0871 4.175931e-03 0.149845522 [197,] 0.0879 4.296459e-03 0.151476092 [198,] 0.0880 4.311617e-03 0.151679906 [199,] 0.0913 4.823249e-03 0.158397087 [200,] 0.0935 5.176638e-03 0.162863905 [201,] 0.0962 5.623767e-03 0.168342687 [202,] 0.1000 6.278120e-03 0.176053888 [203,] 0.1011 6.473006e-03 0.178285105 [204,] 0.1013 6.508704e-03 0.178690651 [205,] 0.1025 6.724593e-03 0.181123278 [206,] 0.1058 7.333333e-03 0.187810262 [207,] 0.1065 7.465297e-03 0.189228643 [208,] 0.1086 7.867145e-03 0.193483767 [209,] 0.1109 8.317518e-03 0.198146001 [210,] 0.1110 8.337343e-03 0.198348851 [211,] 0.1121 8.556754e-03 0.200581105 [212,] 0.1123 8.596911e-03 0.200987146 [213,] 0.1130 8.738099e-03 0.202408723 [214,] 0.1131 8.758351e-03 0.202611860 [215,] 0.1146 9.064554e-03 0.205660706 [216,] 0.1150 9.146981e-03 0.206474481 [217,] 0.1242 1.113291e-02 0.225267481 [218,] 0.1246 1.122318e-02 0.226086615 [219,] 0.1288 1.219082e-02 0.234696032 [220,] 0.1304 1.256896e-02 0.237979896 [221,] 0.1330 1.319465e-02 0.243323185 [222,] 0.1331 1.321899e-02 0.243528894 [223,] 0.1351 1.371017e-02 0.247645975 [224,] 0.1361 1.395884e-02 0.249706269 [225,] 0.1377 1.436101e-02 0.253004844 [226,] 0.1407 1.512931e-02 0.259196682 [227,] 0.1441 1.602253e-02 0.266227968 [228,] 0.1443 1.607582e-02 0.266642049 [229,] 0.1454 1.637037e-02 0.268920304 [230,] 0.1508 1.785274e-02 0.280103628 [231,] 0.1644 2.185351e-02 0.308237178 [232,] 0.1793 2.667558e-02 0.338983974 [233,] 0.1814 2.739198e-02 0.343303625 [234,] 0.1838 2.822183e-02 0.348241212 [235,] 0.1927 3.140274e-02 0.366583030 [236,] 0.1978 3.329922e-02 0.377141643 [237,] 0.2012 3.459351e-02 0.384207480 [238,] 0.2026 3.513344e-02 0.387127278 [239,] 0.2056 3.630424e-02 0.393407639 [240,] 0.2087 3.753390e-02 0.399928258 [241,] 0.2099 3.801533e-02 0.402458819 [242,] 0.2385 5.039671e-02 0.463649448 [243,] 0.2400 5.109463e-02 0.466907374 [244,] 0.2620 6.189472e-02 0.514991456 > str(pSq10<- vapply(Pen10Sqr, predict, FUN.VALUE=prV, newdata = newd)); pSq10 num [1:244, 1:3, 1:13] -0.306 -0.258 -0.252 -0.239 -0.23 ... - attr(*, "dimnames")=List of 3 ..$ : NULL ..$ : chr [1:3] "newdata" "fun" "1der" ..$ : chr [1:13] "n=6" "n=9" "n=13" "n=20" ... , , n=6 newdata fun 1der [1,] -0.3064 0.1231545 -0.1044079408 [2,] -0.2579 0.1185248 -0.0863121841 [3,] -0.2523 0.1180475 -0.0841466395 [4,] -0.2394 0.1169945 -0.0790981770 [5,] -0.2304 0.1162986 -0.0755264603 [6,] -0.2187 0.1154424 -0.0708223631 [7,] -0.2181 0.1154000 -0.0705792726 [8,] -0.2102 0.1148551 -0.0673617062 [9,] -0.2015 0.1142846 -0.0637820157 [10,] -0.1881 0.1134671 -0.0582310168 [11,] -0.1846 0.1132659 -0.0567841782 [12,] -0.1842 0.1132432 -0.0566189191 [13,] -0.1831 0.1131811 -0.0561645559 [14,] -0.1807 0.1130475 -0.0551737236 [15,] -0.1782 0.1129109 -0.0541423439 [16,] -0.1754 0.1127609 -0.0529880917 [17,] -0.1697 0.1124656 -0.0506412801 [18,] -0.1683 0.1123951 -0.0500654685 [19,] -0.1663 0.1122958 -0.0492432897 [20,] -0.1512 0.1115990 -0.0430513805 [21,] -0.1505 0.1115689 -0.0427650040 [22,] -0.1419 0.1112163 -0.0392514778 [23,] -0.1353 0.1109661 -0.0365610885 [24,] -0.1337 0.1109081 -0.0359096625 [25,] -0.1285 0.1107269 -0.0337946564 [26,] -0.1247 0.1106014 -0.0322511333 [27,] -0.1209 0.1104818 -0.0307093484 [28,] -0.1167 0.1103564 -0.0290072925 [29,] -0.1154 0.1103190 -0.0284808960 [30,] -0.1141 0.1102823 -0.0279547030 [31,] -0.1138 0.1102740 -0.0278333027 [32,] -0.1124 0.1102354 -0.0272669113 [33,] -0.1123 0.1102327 -0.0272264638 [34,] -0.1121 0.1102272 -0.0271455724 [35,] -0.1053 0.1100520 -0.0243981301 [36,] -0.1039 0.1100182 -0.0238331711 [37,] -0.0988 0.1099019 -0.0217771014 [38,] -0.0984 0.1098932 -0.0216159735 [39,] -0.0977 0.1098782 -0.0213340459 [40,] -0.0955 0.1098322 -0.0204483717 [41,] -0.0948 0.1098180 -0.0201666885 [42,] -0.0923 0.1097689 -0.0191611584 [43,] -0.0909 0.1097424 -0.0185983902 [44,] -0.0902 0.1097295 -0.0183170946 [45,] -0.0888 0.1097043 -0.0177546803 [46,] -0.0871 0.1096747 -0.0170720658 [47,] -0.0866 0.1096662 -0.0168713630 [48,] -0.0807 0.1095736 -0.0145053429 [49,] -0.0806 0.1095722 -0.0144652770 [50,] -0.0707 0.1094486 -0.0105047089 [51,] -0.0693 0.1094343 -0.0099455807 [52,] -0.0680 0.1094217 -0.0094266015 [53,] -0.0671 0.1094134 -0.0090674274 [54,] -0.0648 0.1093936 -0.0081499809 [55,] -0.0644 0.1093903 -0.0079904900 [56,] -0.0637 0.1093848 -0.0077114272 [57,] -0.0636 0.1093841 -0.0076715659 [58,] -0.0606 0.1093628 -0.0064762869 [59,] -0.0541 0.1093291 -0.0038902320 [60,] -0.0537 0.1093276 -0.0037312563 [61,] -0.0520 0.1093219 -0.0030558243 [62,] -0.0518 0.1093213 -0.0029763846 [63,] -0.0516 0.1093207 -0.0028969497 [64,] -0.0514 0.1093201 -0.0028175196 [65,] -0.0507 0.1093182 -0.0025395523 [66,] -0.0468 0.1093113 -0.0009919566 [67,] -0.0467 0.1093112 -0.0009522987 [68,] -0.0465 0.1093111 -0.0008729866 [69,] -0.0407 0.1093127 0.0014249704 [70,] -0.0378 0.1093185 0.0025724305 [71,] -0.0374 0.1093195 0.0027306214 [72,] -0.0365 0.1093221 0.0030864805 [73,] -0.0361 0.1093234 0.0032446088 [74,] -0.0358 0.1093244 0.0033631924 [75,] -0.0345 0.1093291 0.0038769295 [76,] -0.0339 0.1093315 0.0041139703 [77,] -0.0321 0.1093395 0.0048248327 [78,] -0.0306 0.1093472 0.0054169201 [79,] -0.0302 0.1093494 0.0055747643 [80,] -0.0293 0.1093546 0.0059298434 [81,] -0.0290 0.1093564 0.0060481815 [82,] -0.0262 0.1093749 0.0071521474 [83,] -0.0261 0.1093756 0.0071915573 [84,] -0.0254 0.1093807 0.0074673929 [85,] -0.0244 0.1093884 0.0078613415 [86,] -0.0243 0.1093892 0.0079007297 [87,] -0.0240 0.1093916 0.0080188872 [88,] -0.0206 0.1094211 0.0093572482 [89,] -0.0195 0.1094316 0.0097899494 [90,] -0.0193 0.1094336 0.0098686067 [91,] -0.0191 0.1094356 0.0099472592 [92,] -0.0190 0.1094366 0.0099865836 [93,] -0.0186 0.1094406 0.0101438693 [94,] -0.0153 0.1094762 0.0114407416 [95,] -0.0148 0.1094820 0.0116371231 [96,] -0.0142 0.1094890 0.0118727411 [97,] -0.0117 0.1095199 0.0128540164 [98,] -0.0109 0.1095304 0.0131678656 [99,] -0.0096 0.1095478 0.0136777062 [100,] -0.0088 0.1095589 0.0139913532 [101,] -0.0078 0.1095731 0.0143833036 [102,] -0.0075 0.1095774 0.0145008652 [103,] -0.0073 0.1095803 0.0145792337 [104,] -0.0064 0.1095936 0.0149318319 [105,] -0.0060 0.1095996 0.0150885110 [106,] -0.0052 0.1096118 0.0154018113 [107,] -0.0048 0.1096180 0.0155584326 [108,] -0.0039 0.1096321 0.0159107600 [109,] -0.0024 0.1096564 0.0164977557 [110,] -0.0014 0.1096731 0.0168889357 [111,] -0.0006 0.1096868 0.0172017931 [112,] -0.0001 0.1096954 0.0173972898 [113,] 0.0021 0.1097346 0.0182571179 [114,] 0.0044 0.1097777 0.0191554061 [115,] 0.0056 0.1098009 0.0196238255 [116,] 0.0064 0.1098168 0.0199360087 [117,] 0.0072 0.1098328 0.0202481149 [118,] 0.0080 0.1098492 0.0205601441 [119,] 0.0084 0.1098574 0.0207161299 [120,] 0.0085 0.1098595 0.0207551233 [121,] 0.0099 0.1098889 0.0213009047 [122,] 0.0107 0.1099061 0.0216126739 [123,] 0.0137 0.1099727 0.0227809926 [124,] 0.0159 0.1100237 0.0236365786 [125,] 0.0160 0.1100261 0.0236754438 [126,] 0.0164 0.1100356 0.0238308826 [127,] 0.0170 0.1100500 0.0240639754 [128,] 0.0183 0.1100816 0.0245687403 [129,] 0.0189 0.1100964 0.0248015842 [130,] 0.0190 0.1100989 0.0248403839 [131,] 0.0196 0.1101138 0.0250731362 [132,] 0.0197 0.1101164 0.0251119206 [133,] 0.0207 0.1101417 0.0254996447 [134,] 0.0211 0.1101519 0.0256546731 [135,] 0.0215 0.1101622 0.0258096667 [136,] 0.0224 0.1101856 0.0261582745 [137,] 0.0225 0.1101882 0.0261969978 [138,] 0.0230 0.1102013 0.0263905815 [139,] 0.0233 0.1102093 0.0265067056 [140,] 0.0240 0.1102279 0.0267775852 [141,] 0.0248 0.1102495 0.0270870310 [142,] 0.0250 0.1102549 0.0271643707 [143,] 0.0267 0.1103016 0.0278214049 [144,] 0.0286 0.1103552 0.0285549908 [145,] 0.0293 0.1103753 0.0288250607 [146,] 0.0308 0.1104189 0.0294034216 [147,] 0.0312 0.1104307 0.0295575683 [148,] 0.0316 0.1104426 0.0297116800 [149,] 0.0326 0.1104725 0.0300968065 [150,] 0.0332 0.1104906 0.0303277776 [151,] 0.0339 0.1105119 0.0305971446 [152,] 0.0350 0.1105458 0.0310202194 [153,] 0.0382 0.1106471 0.0322494810 [154,] 0.0396 0.1106926 0.0327865800 [155,] 0.0398 0.1106992 0.0328632735 [156,] 0.0413 0.1107489 0.0334381966 [157,] 0.0415 0.1107556 0.0335148159 [158,] 0.0421 0.1107758 0.0337446214 [159,] 0.0441 0.1108440 0.0345100722 [160,] 0.0443 0.1108509 0.0345865692 [161,] 0.0455 0.1108927 0.0350453682 [162,] 0.0467 0.1109350 0.0355038529 [163,] 0.0468 0.1109386 0.0355420457 [164,] 0.0470 0.1109457 0.0356184249 [165,] 0.0476 0.1109671 0.0358475101 [166,] 0.0491 0.1110213 0.0364198793 [167,] 0.0507 0.1110801 0.0370298650 [168,] 0.0512 0.1110987 0.0372203709 [169,] 0.0525 0.1111474 0.0377154310 [170,] 0.0531 0.1111701 0.0379437959 [171,] 0.0544 0.1112197 0.0384383168 [172,] 0.0546 0.1112274 0.0385143642 [173,] 0.0564 0.1112974 0.0391983979 [174,] 0.0579 0.1113566 0.0397678857 [175,] 0.0623 0.1115352 0.0414355501 [176,] 0.0628 0.1115560 0.0416247900 [177,] 0.0631 0.1115685 0.0417383078 [178,] 0.0648 0.1116400 0.0423812040 [179,] 0.0669 0.1117298 0.0431744990 [180,] 0.0672 0.1117428 0.0432877483 [181,] 0.0680 0.1117776 0.0435896503 [182,] 0.0693 0.1118345 0.0440799431 [183,] 0.0694 0.1118389 0.0441176427 [184,] 0.0702 0.1118744 0.0444191605 [185,] 0.0747 0.1120781 0.0461125954 [186,] 0.0750 0.1120919 0.0462253339 [187,] 0.0770 0.1121851 0.0469764218 [188,] 0.0783 0.1122465 0.0474641608 [189,] 0.0790 0.1122798 0.0477266366 [190,] 0.0807 0.1123615 0.0483636327 [191,] 0.0814 0.1123954 0.0486257419 [192,] 0.0827 0.1124590 0.0491122323 [193,] 0.0829 0.1124688 0.0491870442 [194,] 0.0835 0.1124984 0.0494114276 [195,] 0.0850 0.1125729 0.0499720423 [196,] 0.0871 0.1126787 0.0507560778 [197,] 0.0879 0.1127194 0.0510545048 [198,] 0.0880 0.1127245 0.0510917984 [199,] 0.0913 0.1128951 0.0523212610 [200,] 0.0935 0.1130112 0.0531395822 [201,] 0.0962 0.1131560 0.0541424415 [202,] 0.1000 0.1133644 0.0555511774 [203,] 0.1011 0.1134257 0.0559583811 [204,] 0.1013 0.1134369 0.0560323897 [205,] 0.1025 0.1135044 0.0564762583 [206,] 0.1058 0.1136928 0.0576952762 [207,] 0.1065 0.1137333 0.0579535502 [208,] 0.1086 0.1138558 0.0587277303 [209,] 0.1109 0.1139919 0.0595745374 [210,] 0.1110 0.1139978 0.0596113289 [211,] 0.1121 0.1140636 0.0600158914 [212,] 0.1123 0.1140756 0.0600894199 [213,] 0.1130 0.1141178 0.0603467006 [214,] 0.1131 0.1141238 0.0603834463 [215,] 0.1146 0.1142148 0.0609343694 [216,] 0.1150 0.1142392 0.0610811992 [217,] 0.1242 0.1148167 0.0644486470 [218,] 0.1246 0.1148425 0.0645946387 [219,] 0.1288 0.1151170 0.0661254426 [220,] 0.1304 0.1152232 0.0667075932 [221,] 0.1330 0.1153979 0.0676523961 [222,] 0.1331 0.1154047 0.0676887052 [223,] 0.1351 0.1155408 0.0684144290 [224,] 0.1361 0.1156094 0.0687769634 [225,] 0.1377 0.1157199 0.0693565645 [226,] 0.1407 0.1159296 0.0704418104 [227,] 0.1441 0.1161712 0.0716693808 [228,] 0.1443 0.1161855 0.0717415122 [229,] 0.1454 0.1162646 0.0721380791 [230,] 0.1508 0.1166594 0.0740810311 [231,] 0.1644 0.1177001 0.0789461899 [232,] 0.1793 0.1189158 0.0842300542 [233,] 0.1814 0.1190935 0.0849708636 [234,] 0.1838 0.1192984 0.0858163242 [235,] 0.1927 0.1200761 0.0889405976 [236,] 0.1978 0.1205342 0.0907231190 [237,] 0.2012 0.1208447 0.0919071158 [238,] 0.2026 0.1209737 0.0923927567 [239,] 0.2056 0.1212524 0.0934296131 [240,] 0.2087 0.1215437 0.0944955836 [241,] 0.2099 0.1216574 0.0949067308 [242,] 0.2385 0.1245094 0.1044602066 [243,] 0.2400 0.1246665 0.1049482558 [244,] 0.2620 0.1270530 0.1119573687 , , n=9 newdata fun 1der [1,] -0.3064 0.2487097 0.3210628 [2,] -0.2579 0.2643578 0.3242217 [3,] -0.2523 0.2661745 0.3246187 [4,] -0.2394 0.2703680 0.3255323 [5,] -0.2304 0.2733006 0.3261691 [6,] -0.2187 0.2771217 0.3269960 [7,] -0.2181 0.2773179 0.3270383 [8,] -0.2102 0.2799037 0.3275961 [9,] -0.2015 0.2827564 0.3282098 [10,] -0.1881 0.2871608 0.3291540 [11,] -0.1846 0.2883132 0.3294004 [12,] -0.1842 0.2884450 0.3294286 [13,] -0.1831 0.2888074 0.3295060 [14,] -0.1807 0.2895984 0.3296749 [15,] -0.1782 0.2904229 0.3298508 [16,] -0.1754 0.2913467 0.3300477 [17,] -0.1697 0.2932291 0.3304485 [18,] -0.1683 0.2936918 0.3305469 [19,] -0.1663 0.2943531 0.3306874 [20,] -0.1512 0.2993544 0.3317476 [21,] -0.1505 0.2995867 0.3317967 [22,] -0.1419 0.3024427 0.3323997 [23,] -0.1353 0.3046381 0.3328621 [24,] -0.1337 0.3051708 0.3329742 [25,] -0.1285 0.3069032 0.3333382 [26,] -0.1247 0.3081704 0.3336042 [27,] -0.1209 0.3094386 0.3338700 [28,] -0.1167 0.3108414 0.3341639 [29,] -0.1154 0.3112759 0.3342549 [30,] -0.1141 0.3117105 0.3343459 [31,] -0.1138 0.3118108 0.3343670 [32,] -0.1124 0.3122790 0.3344651 [33,] -0.1123 0.3123124 0.3344721 [34,] -0.1121 0.3123793 0.3344861 [35,] -0.1053 0.3146555 0.3349631 [36,] -0.1039 0.3151245 0.3350615 [37,] -0.0988 0.3168342 0.3354199 [38,] -0.0984 0.3169684 0.3354481 [39,] -0.0977 0.3172032 0.3354973 [40,] -0.0955 0.3179415 0.3356521 [41,] -0.0948 0.3181764 0.3357014 [42,] -0.0923 0.3190159 0.3358775 [43,] -0.0909 0.3194862 0.3359761 [44,] -0.0902 0.3197214 0.3360254 [45,] -0.0888 0.3201919 0.3361242 [46,] -0.0871 0.3207634 0.3362441 [47,] -0.0866 0.3209316 0.3362793 [48,] -0.0807 0.3229168 0.3366959 [49,] -0.0806 0.3229505 0.3367030 [50,] -0.0707 0.3262873 0.3374034 [51,] -0.0693 0.3267598 0.3375026 [52,] -0.0680 0.3271986 0.3375948 [53,] -0.0671 0.3275024 0.3376586 [54,] -0.0648 0.3282792 0.3378217 [55,] -0.0644 0.3284144 0.3378501 [56,] -0.0637 0.3286509 0.3378998 [57,] -0.0636 0.3286847 0.3379069 [58,] -0.0606 0.3296987 0.3381209 [59,] -0.0541 0.3318980 0.3385894 [60,] -0.0537 0.3320335 0.3386185 [61,] -0.0520 0.3326092 0.3387422 [62,] -0.0518 0.3326770 0.3387567 [63,] -0.0516 0.3327447 0.3387713 [64,] -0.0514 0.3328125 0.3387859 [65,] -0.0507 0.3330497 0.3388371 [66,] -0.0468 0.3343717 0.3391233 [67,] -0.0467 0.3344056 0.3391307 [68,] -0.0465 0.3344734 0.3391454 [69,] -0.0407 0.3364417 0.3395758 [70,] -0.0378 0.3374268 0.3397929 [71,] -0.0374 0.3375627 0.3398229 [72,] -0.0365 0.3378686 0.3398906 [73,] -0.0361 0.3380045 0.3399207 [74,] -0.0358 0.3381065 0.3399433 [75,] -0.0345 0.3385485 0.3400415 [76,] -0.0339 0.3387526 0.3400869 [77,] -0.0321 0.3393648 0.3402234 [78,] -0.0306 0.3398753 0.3403371 [79,] -0.0302 0.3400114 0.3403674 [80,] -0.0293 0.3403178 0.3404355 [81,] -0.0290 0.3404199 0.3404582 [82,] -0.0262 0.3413735 0.3406694 [83,] -0.0261 0.3414075 0.3406770 [84,] -0.0254 0.3416460 0.3407296 [85,] -0.0244 0.3419868 0.3408048 [86,] -0.0243 0.3420209 0.3408123 [87,] -0.0240 0.3421231 0.3408349 [88,] -0.0206 0.3432824 0.3410896 [89,] -0.0195 0.3436576 0.3411718 [90,] -0.0193 0.3437259 0.3411867 [91,] -0.0191 0.3437941 0.3412016 [92,] -0.0190 0.3438282 0.3412091 [93,] -0.0186 0.3439647 0.3412389 [94,] -0.0153 0.3450912 0.3414844 [95,] -0.0148 0.3452620 0.3415215 [96,] -0.0142 0.3454669 0.3415660 [97,] -0.0117 0.3463210 0.3417510 [98,] -0.0109 0.3465945 0.3418101 [99,] -0.0096 0.3470389 0.3419059 [100,] -0.0088 0.3473124 0.3419648 [101,] -0.0078 0.3476544 0.3420383 [102,] -0.0075 0.3477570 0.3420604 [103,] -0.0073 0.3478255 0.3420751 [104,] -0.0064 0.3481334 0.3421411 [105,] -0.0060 0.3482702 0.3421704 [106,] -0.0052 0.3485440 0.3422290 [107,] -0.0048 0.3486809 0.3422583 [108,] -0.0039 0.3489889 0.3423242 [109,] -0.0024 0.3495025 0.3424337 [110,] -0.0014 0.3498450 0.3425066 [111,] -0.0006 0.3501190 0.3425648 [112,] -0.0001 0.3502903 0.3426012 [113,] 0.0021 0.3510442 0.3427609 [114,] 0.0044 0.3518327 0.3429274 [115,] 0.0056 0.3522443 0.3430141 [116,] 0.0064 0.3525187 0.3430717 [117,] 0.0072 0.3527932 0.3431294 [118,] 0.0080 0.3530677 0.3431869 [119,] 0.0084 0.3532050 0.3432157 [120,] 0.0085 0.3532393 0.3432229 [121,] 0.0099 0.3537199 0.3433234 [122,] 0.0107 0.3539946 0.3433807 [123,] 0.0137 0.3550251 0.3435952 [124,] 0.0159 0.3557812 0.3437519 [125,] 0.0160 0.3558155 0.3437590 [126,] 0.0164 0.3559530 0.3437875 [127,] 0.0170 0.3561593 0.3438301 [128,] 0.0183 0.3566064 0.3439223 [129,] 0.0189 0.3568127 0.3439648 [130,] 0.0190 0.3568471 0.3439719 [131,] 0.0196 0.3570535 0.3440144 [132,] 0.0197 0.3570879 0.3440215 [133,] 0.0207 0.3574320 0.3440922 [134,] 0.0211 0.3575696 0.3441204 [135,] 0.0215 0.3577073 0.3441486 [136,] 0.0224 0.3580170 0.3442121 [137,] 0.0225 0.3580515 0.3442192 [138,] 0.0230 0.3582236 0.3442544 [139,] 0.0233 0.3583269 0.3442755 [140,] 0.0240 0.3585679 0.3443248 [141,] 0.0248 0.3588434 0.3443810 [142,] 0.0250 0.3589122 0.3443950 [143,] 0.0267 0.3594978 0.3445143 [144,] 0.0286 0.3601525 0.3446472 [145,] 0.0293 0.3603938 0.3446960 [146,] 0.0308 0.3609109 0.3448006 [147,] 0.0312 0.3610488 0.3448285 [148,] 0.0316 0.3611868 0.3448563 [149,] 0.0326 0.3615317 0.3449258 [150,] 0.0332 0.3617386 0.3449675 [151,] 0.0339 0.3619801 0.3450160 [152,] 0.0350 0.3623597 0.3450922 [153,] 0.0382 0.3634643 0.3453133 [154,] 0.0396 0.3639478 0.3454096 [155,] 0.0398 0.3640169 0.3454234 [156,] 0.0413 0.3645351 0.3455264 [157,] 0.0415 0.3646042 0.3455401 [158,] 0.0421 0.3648116 0.3455812 [159,] 0.0441 0.3655029 0.3457181 [160,] 0.0443 0.3655720 0.3457317 [161,] 0.0455 0.3659869 0.3458136 [162,] 0.0467 0.3664020 0.3458954 [163,] 0.0468 0.3664366 0.3459022 [164,] 0.0470 0.3665057 0.3459158 [165,] 0.0476 0.3667133 0.3459566 [166,] 0.0491 0.3672323 0.3460584 [167,] 0.0507 0.3677861 0.3461668 [168,] 0.0512 0.3679592 0.3462006 [169,] 0.0525 0.3684093 0.3462884 [170,] 0.0531 0.3686171 0.3463289 [171,] 0.0544 0.3690674 0.3464165 [172,] 0.0546 0.3691367 0.3464299 [173,] 0.0564 0.3697603 0.3465509 [174,] 0.0579 0.3702802 0.3466514 [175,] 0.0623 0.3718062 0.3469450 [176,] 0.0628 0.3719796 0.3469782 [177,] 0.0631 0.3720837 0.3469982 [178,] 0.0648 0.3726737 0.3471110 [179,] 0.0669 0.3734028 0.3472499 [180,] 0.0672 0.3735070 0.3472697 [181,] 0.0680 0.3737848 0.3473225 [182,] 0.0693 0.3742364 0.3474081 [183,] 0.0694 0.3742711 0.3474147 [184,] 0.0702 0.3745491 0.3474673 [185,] 0.0747 0.3761134 0.3477621 [186,] 0.0750 0.3762177 0.3477816 [187,] 0.0770 0.3769134 0.3479119 [188,] 0.0783 0.3773657 0.3479964 [189,] 0.0790 0.3776093 0.3480418 [190,] 0.0807 0.3782011 0.3481519 [191,] 0.0814 0.3784448 0.3481972 [192,] 0.0827 0.3788975 0.3482811 [193,] 0.0829 0.3789672 0.3482940 [194,] 0.0835 0.3791762 0.3483326 [195,] 0.0850 0.3796987 0.3484291 [196,] 0.0871 0.3804306 0.3485638 [197,] 0.0879 0.3807095 0.3486150 [198,] 0.0880 0.3807443 0.3486214 [199,] 0.0913 0.3818951 0.3488319 [200,] 0.0935 0.3826627 0.3489717 [201,] 0.0962 0.3836052 0.3491425 [202,] 0.1000 0.3849324 0.3493817 [203,] 0.1011 0.3853167 0.3494507 [204,] 0.1013 0.3853866 0.3494632 [205,] 0.1025 0.3858060 0.3495383 [206,] 0.1058 0.3869598 0.3497440 [207,] 0.1065 0.3872047 0.3497875 [208,] 0.1086 0.3879394 0.3499178 [209,] 0.1109 0.3887443 0.3500599 [210,] 0.1110 0.3887793 0.3500660 [211,] 0.1121 0.3891644 0.3501338 [212,] 0.1123 0.3892345 0.3501461 [213,] 0.1130 0.3894796 0.3501892 [214,] 0.1131 0.3895146 0.3501953 [215,] 0.1146 0.3900400 0.3502874 [216,] 0.1150 0.3901801 0.3503119 [217,] 0.1242 0.3934055 0.3508713 [218,] 0.1246 0.3935459 0.3508955 [219,] 0.1288 0.3950202 0.3511479 [220,] 0.1304 0.3955821 0.3512436 [221,] 0.1330 0.3964955 0.3513986 [222,] 0.1331 0.3965307 0.3514045 [223,] 0.1351 0.3972336 0.3515233 [224,] 0.1361 0.3975852 0.3515825 [225,] 0.1377 0.3981478 0.3516770 [226,] 0.1407 0.3992031 0.3518536 [227,] 0.1441 0.4003997 0.3520527 [228,] 0.1443 0.4004701 0.3520643 [229,] 0.1454 0.4008574 0.3521285 [230,] 0.1508 0.4027598 0.3524415 [231,] 0.1644 0.4075583 0.3532171 [232,] 0.1793 0.4128274 0.3540457 [233,] 0.1814 0.4135710 0.3541608 [234,] 0.1838 0.4144211 0.3542917 [235,] 0.1927 0.4175765 0.3547721 [236,] 0.1978 0.4193865 0.3550438 [237,] 0.2012 0.4205940 0.3552236 [238,] 0.2026 0.4210913 0.3552972 [239,] 0.2056 0.4221575 0.3554545 [240,] 0.2087 0.4232596 0.3556160 [241,] 0.2099 0.4236864 0.3556782 [242,] 0.2385 0.4338796 0.3571198 [243,] 0.2400 0.4344153 0.3571932 [244,] 0.2620 0.4422852 0.3582435 , , n=13 newdata fun 1der [1,] -0.3064 0.2978892 -0.21583758 [2,] -0.2579 0.2877404 -0.20257319 [3,] -0.2523 0.2866103 -0.20100311 [4,] -0.2394 0.2840409 -0.19735597 [5,] -0.2304 0.2822762 -0.19478639 [6,] -0.2187 0.2800169 -0.19141514 [7,] -0.2181 0.2799021 -0.19124132 [8,] -0.2102 0.2784004 -0.18894411 [9,] -0.2015 0.2767676 -0.18639591 [10,] -0.1881 0.2742964 -0.18243542 [11,] -0.1846 0.2736597 -0.18139516 [12,] -0.1842 0.2735872 -0.18127613 [13,] -0.1831 0.2733880 -0.18094864 [14,] -0.1807 0.2729545 -0.18023333 [15,] -0.1782 0.2725049 -0.17948708 [16,] -0.1754 0.2720035 -0.17864989 [17,] -0.1697 0.2709901 -0.17694111 [18,] -0.1683 0.2707426 -0.17652048 [19,] -0.1663 0.2703902 -0.17591896 [20,] -0.1512 0.2677682 -0.17135338 [21,] -0.1505 0.2676484 -0.17114070 [22,] -0.1419 0.2661878 -0.16852042 [23,] -0.1353 0.2650822 -0.16650490 [24,] -0.1337 0.2648162 -0.16601617 [25,] -0.1285 0.2639571 -0.16442746 [26,] -0.1247 0.2633344 -0.16326616 [27,] -0.1209 0.2627162 -0.16210459 [28,] -0.1167 0.2620381 -0.16082044 [29,] -0.1154 0.2618293 -0.16042290 [30,] -0.1141 0.2616210 -0.16002533 [31,] -0.1138 0.2615730 -0.15993358 [32,] -0.1124 0.2613494 -0.15950538 [33,] -0.1123 0.2613334 -0.15947480 [34,] -0.1121 0.2613015 -0.15941362 [35,] -0.1053 0.2602246 -0.15733325 [36,] -0.1039 0.2600046 -0.15690484 [37,] -0.0988 0.2592084 -0.15534386 [38,] -0.0984 0.2591463 -0.15522141 [39,] -0.0977 0.2590377 -0.15500712 [40,] -0.0955 0.2586974 -0.15433357 [41,] -0.0948 0.2585895 -0.15411924 [42,] -0.0923 0.2582051 -0.15335369 [43,] -0.0909 0.2579907 -0.15292494 [44,] -0.0902 0.2578838 -0.15271055 [45,] -0.0888 0.2576703 -0.15228174 [46,] -0.0871 0.2574118 -0.15176099 [47,] -0.0866 0.2573360 -0.15160782 [48,] -0.0807 0.2564468 -0.14980005 [49,] -0.0806 0.2564319 -0.14976941 [50,] -0.0707 0.2549642 -0.14673457 [51,] -0.0693 0.2547590 -0.14630525 [52,] -0.0680 0.2545691 -0.14590657 [53,] -0.0671 0.2544379 -0.14563054 [54,] -0.0648 0.2541038 -0.14492506 [55,] -0.0644 0.2540458 -0.14480236 [56,] -0.0637 0.2539445 -0.14458763 [57,] -0.0636 0.2539301 -0.14455695 [58,] -0.0606 0.2534978 -0.14363655 [59,] -0.0541 0.2525706 -0.14164177 [60,] -0.0537 0.2525140 -0.14151899 [61,] -0.0520 0.2522739 -0.14099714 [62,] -0.0518 0.2522457 -0.14093574 [63,] -0.0516 0.2522175 -0.14087434 [64,] -0.0514 0.2521893 -0.14081294 [65,] -0.0507 0.2520908 -0.14059804 [66,] -0.0468 0.2515448 -0.13940055 [67,] -0.0467 0.2515309 -0.13936985 [68,] -0.0465 0.2515030 -0.13930843 [69,] -0.0407 0.2507002 -0.13752700 [70,] -0.0378 0.2503027 -0.13663605 [71,] -0.0374 0.2502480 -0.13651314 [72,] -0.0365 0.2501253 -0.13623660 [73,] -0.0361 0.2500708 -0.13611369 [74,] -0.0358 0.2500300 -0.13602151 [75,] -0.0345 0.2498534 -0.13562202 [76,] -0.0339 0.2497721 -0.13543763 [77,] -0.0321 0.2495288 -0.13488441 [78,] -0.0306 0.2493269 -0.13442336 [79,] -0.0302 0.2492731 -0.13430040 [80,] -0.0293 0.2491524 -0.13402374 [81,] -0.0290 0.2491122 -0.13393152 [82,] -0.0262 0.2487384 -0.13307069 [83,] -0.0261 0.2487251 -0.13303994 [84,] -0.0254 0.2486320 -0.13282471 [85,] -0.0244 0.2484993 -0.13251722 [86,] -0.0243 0.2484861 -0.13248647 [87,] -0.0240 0.2484464 -0.13239422 [88,] -0.0206 0.2479980 -0.13134859 [89,] -0.0195 0.2478537 -0.13101025 [90,] -0.0193 0.2478275 -0.13094873 [91,] -0.0191 0.2478013 -0.13088721 [92,] -0.0190 0.2477882 -0.13085645 [93,] -0.0186 0.2477359 -0.13073341 [94,] -0.0153 0.2473062 -0.12971821 [95,] -0.0148 0.2472413 -0.12956437 [96,] -0.0142 0.2471637 -0.12937976 [97,] -0.0117 0.2468412 -0.12861048 [98,] -0.0109 0.2467384 -0.12836429 [99,] -0.0096 0.2465718 -0.12796420 [100,] -0.0088 0.2464695 -0.12771797 [101,] -0.0078 0.2463419 -0.12741017 [102,] -0.0075 0.2463037 -0.12731783 [103,] -0.0073 0.2462783 -0.12725627 [104,] -0.0064 0.2461639 -0.12697923 [105,] -0.0060 0.2461131 -0.12685609 [106,] -0.0052 0.2460117 -0.12660981 [107,] -0.0048 0.2459611 -0.12648667 [108,] -0.0039 0.2458474 -0.12620959 [109,] -0.0024 0.2456584 -0.12574775 [110,] -0.0014 0.2455328 -0.12543983 [111,] -0.0006 0.2454326 -0.12519348 [112,] -0.0001 0.2453700 -0.12503951 [113,] 0.0021 0.2450957 -0.12436198 [114,] 0.0044 0.2448104 -0.12365355 [115,] 0.0056 0.2446623 -0.12328389 [116,] 0.0064 0.2445638 -0.12303744 [117,] 0.0072 0.2444654 -0.12279098 [118,] 0.0080 0.2443673 -0.12254451 [119,] 0.0084 0.2443183 -0.12242127 [120,] 0.0085 0.2443061 -0.12239046 [121,] 0.0099 0.2441350 -0.12195908 [122,] 0.0107 0.2440375 -0.12171257 [123,] 0.0137 0.2436738 -0.12078804 [124,] 0.0159 0.2434088 -0.12010994 [125,] 0.0160 0.2433968 -0.12007911 [126,] 0.0164 0.2433488 -0.11995581 [127,] 0.0170 0.2432769 -0.11977086 [128,] 0.0183 0.2431214 -0.11937009 [129,] 0.0189 0.2430499 -0.11918512 [130,] 0.0190 0.2430379 -0.11915429 [131,] 0.0196 0.2429665 -0.11896930 [132,] 0.0197 0.2429546 -0.11893847 [133,] 0.0207 0.2428358 -0.11863014 [134,] 0.0211 0.2427884 -0.11850681 [135,] 0.0215 0.2427410 -0.11838347 [136,] 0.0224 0.2426346 -0.11810599 [137,] 0.0225 0.2426228 -0.11807517 [138,] 0.0230 0.2425638 -0.11792117 [139,] 0.0233 0.2425284 -0.11782881 [140,] 0.0240 0.2424460 -0.11761347 [141,] 0.0248 0.2423520 -0.11736763 [142,] 0.0250 0.2423286 -0.11730621 [143,] 0.0267 0.2421296 -0.11678485 [144,] 0.0286 0.2419082 -0.11620364 [145,] 0.0293 0.2418270 -0.11598990 [146,] 0.0308 0.2416533 -0.11553260 [147,] 0.0312 0.2416071 -0.11541081 [148,] 0.0316 0.2415610 -0.11528910 [149,] 0.0326 0.2414459 -0.11498512 [150,] 0.0332 0.2413769 -0.11480294 [151,] 0.0339 0.2412966 -0.11459059 [152,] 0.0350 0.2411708 -0.11425732 [153,] 0.0382 0.2408067 -0.11329079 [154,] 0.0396 0.2406484 -0.11286933 [155,] 0.0398 0.2406258 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0.2374165 -0.10409878 [184,] 0.0702 0.2373333 -0.10386862 [185,] 0.0747 0.2368688 -0.10257907 [186,] 0.0750 0.2368381 -0.10249341 [187,] 0.0770 0.2366337 -0.10192335 [188,] 0.0783 0.2365014 -0.10155373 [189,] 0.0790 0.2364304 -0.10135501 [190,] 0.0807 0.2362585 -0.10087327 [191,] 0.0814 0.2361879 -0.10067528 [192,] 0.0827 0.2360573 -0.10030813 [193,] 0.0829 0.2360372 -0.10025171 [194,] 0.0835 0.2359771 -0.10008255 [195,] 0.0850 0.2358273 -0.09966034 [196,] 0.0871 0.2356187 -0.09907088 [197,] 0.0879 0.2355395 -0.09884683 [198,] 0.0880 0.2355296 -0.09881884 [199,] 0.0913 0.2352050 -0.09789767 [200,] 0.0935 0.2349903 -0.09728617 [201,] 0.0962 0.2347287 -0.09653855 [202,] 0.1000 0.2343638 -0.09549167 [203,] 0.1011 0.2342589 -0.09518979 [204,] 0.1013 0.2342399 -0.09513496 [205,] 0.1025 0.2341259 -0.09480634 [206,] 0.1058 0.2338146 -0.09390582 [207,] 0.1065 0.2337489 -0.09371541 [208,] 0.1086 0.2335527 -0.09314544 [209,] 0.1109 0.2333392 -0.09252337 [210,] 0.1110 0.2333299 -0.09249637 [211,] 0.1121 0.2332283 -0.09219972 [212,] 0.1123 0.2332099 -0.09214583 [213,] 0.1130 0.2331455 -0.09195738 [214,] 0.1131 0.2331363 -0.09193048 [215,] 0.1146 0.2329987 -0.09152744 [216,] 0.1150 0.2329621 -0.09142013 [217,] 0.1242 0.2321323 -0.08897992 [218,] 0.1246 0.2320967 -0.08887504 [219,] 0.1288 0.2317258 -0.08777991 [220,] 0.1304 0.2315856 -0.08736565 [221,] 0.1330 0.2313594 -0.08669595 [222,] 0.1331 0.2313507 -0.08667027 [223,] 0.1351 0.2311779 -0.08615815 [224,] 0.1361 0.2310918 -0.08590304 [225,] 0.1377 0.2309547 -0.08549618 [226,] 0.1407 0.2306994 -0.08473769 [227,] 0.1441 0.2304127 -0.08388477 [228,] 0.1443 0.2303959 -0.08383480 [229,] 0.1454 0.2303039 -0.08356038 [230,] 0.1508 0.2298563 -0.08222301 [231,] 0.1644 0.2287606 -0.07892697 [232,] 0.1793 0.2276107 -0.07543443 [233,] 0.1814 0.2274528 -0.07495217 [234,] 0.1838 0.2272736 -0.07440402 [235,] 0.1927 0.2266203 -0.07239938 [236,] 0.1978 0.2262540 -0.07127059 [237,] 0.2012 0.2260129 -0.07052613 [238,] 0.2026 0.2259144 -0.07022147 [239,] 0.2056 0.2257047 -0.06957230 [240,] 0.2087 0.2254901 -0.06890678 [241,] 0.2099 0.2254076 -0.06865059 [242,] 0.2385 0.2235291 -0.06278288 [243,] 0.2400 0.2234352 -0.06248774 [244,] 0.2620 0.2221070 -0.05830336 , , n=20 newdata fun 1der [1,] -0.3064 0.5163023 0.09064684 [2,] -0.2579 0.5210855 0.10661780 [3,] -0.2523 0.5216877 0.10846448 [4,] -0.2394 0.5231143 0.11270648 [5,] -0.2304 0.5241419 0.11565613 [6,] -0.2187 0.5255175 0.11947723 [7,] -0.2181 0.5255892 0.11967269 [8,] -0.2102 0.5265448 0.12224179 [9,] -0.2015 0.5276206 0.12506133 [10,] -0.1881 0.5293254 0.12938414 [11,] -0.1846 0.5297802 0.13050925 [12,] -0.1842 0.5298324 0.13063773 [13,] -0.1831 0.5299763 0.13099093 [14,] -0.1807 0.5302916 0.13176100 [15,] -0.1782 0.5306220 0.13256233 [16,] -0.1754 0.5309945 0.13345882 [17,] -0.1697 0.5317604 0.13528056 [18,] -0.1683 0.5319501 0.13572734 [19,] -0.1663 0.5322222 0.13636513 [20,] -0.1512 0.5343175 0.14116309 [21,] -0.1505 0.5344164 0.14138477 [22,] -0.1419 0.5356440 0.14410286 [23,] -0.1353 0.5366020 0.14618209 [24,] -0.1337 0.5368363 0.14668526 [25,] -0.1285 0.5376033 0.14831819 [26,] -0.1247 0.5381692 0.14950918 [27,] -0.1209 0.5387396 0.15069823 [28,] -0.1167 0.5393752 0.15201018 [29,] -0.1154 0.5395731 0.15241578 [30,] -0.1141 0.5397715 0.15282115 [31,] -0.1138 0.5398174 0.15291466 [32,] -0.1124 0.5400318 0.15335090 [33,] -0.1123 0.5400471 0.15338206 [34,] -0.1121 0.5400778 0.15344435 [35,] -0.1053 0.5411284 0.15555922 [36,] -0.1039 0.5413465 0.15599386 [37,] -0.0988 0.5421461 0.15757497 [38,] -0.0984 0.5422091 0.15769883 [39,] -0.0977 0.5423196 0.15791553 [40,] -0.0955 0.5426678 0.15859617 [41,] -0.0948 0.5427789 0.15881260 [42,] -0.0923 0.5431769 0.15958503 [43,] -0.0909 0.5434006 0.16001722 [44,] -0.0902 0.5435127 0.16023321 [45,] -0.0888 0.5437373 0.16066501 [46,] -0.0871 0.5440109 0.16118898 [47,] -0.0866 0.5440915 0.16134302 [48,] -0.0807 0.5450488 0.16315808 [49,] -0.0806 0.5450651 0.16318881 [50,] -0.0707 0.5466957 0.16622377 [51,] 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0.17850216 [80,] -0.0293 0.5538379 0.17877251 [81,] -0.0290 0.5538916 0.17886260 [82,] -0.0262 0.5543936 0.17970287 [83,] -0.0261 0.5544115 0.17973286 [84,] -0.0254 0.5545374 0.17994275 [85,] -0.0244 0.5547175 0.18024248 [86,] -0.0243 0.5547355 0.18027245 [87,] -0.0240 0.5547896 0.18036234 [88,] -0.0206 0.5554046 0.18138023 [89,] -0.0195 0.5556043 0.18170922 [90,] -0.0193 0.5556407 0.18176902 [91,] -0.0191 0.5556770 0.18182881 [92,] -0.0190 0.5556952 0.18185871 [93,] -0.0186 0.5557680 0.18197827 [94,] -0.0153 0.5563701 0.18296385 [95,] -0.0148 0.5564616 0.18311306 [96,] -0.0142 0.5565716 0.18329205 [97,] -0.0117 0.5570307 0.18403736 [98,] -0.0109 0.5571780 0.18427568 [99,] -0.0096 0.5574179 0.18466277 [100,] -0.0088 0.5575657 0.18490087 [101,] -0.0078 0.5577507 0.18519836 [102,] -0.0075 0.5578063 0.18528759 [103,] -0.0073 0.5578434 0.18534706 [104,] -0.0064 0.5580103 0.18561463 [105,] -0.0060 0.5580846 0.18573352 [106,] -0.0052 0.5582333 0.18597123 [107,] -0.0048 0.5583077 0.18609005 [108,] -0.0039 0.5584753 0.18635732 [109,] -0.0024 0.5587551 0.18680252 [110,] -0.0014 0.5589421 0.18709916 [111,] -0.0006 0.5590919 0.18733637 [112,] -0.0001 0.5591856 0.18748459 [113,] 0.0021 0.5595987 0.18813633 [114,] 0.0044 0.5600322 0.18881700 [115,] 0.0056 0.5602590 0.18917185 [116,] 0.0064 0.5604105 0.18940830 [117,] 0.0072 0.5605621 0.18964468 [118,] 0.0080 0.5607139 0.18988096 [119,] 0.0084 0.5607899 0.18999907 [120,] 0.0085 0.5608089 0.19002860 [121,] 0.0099 0.5610752 0.19044180 [122,] 0.0107 0.5612277 0.19067779 [123,] 0.0137 0.5618010 0.19156201 [124,] 0.0159 0.5622232 0.19220966 [125,] 0.0160 0.5622424 0.19223908 [126,] 0.0164 0.5623193 0.19235676 [127,] 0.0170 0.5624348 0.19253324 [128,] 0.0183 0.5626853 0.19291545 [129,] 0.0189 0.5628011 0.19309178 [130,] 0.0190 0.5628204 0.19312116 [131,] 0.0196 0.5629364 0.19329743 [132,] 0.0197 0.5629557 0.19332680 [133,] 0.0207 0.5631492 0.19362046 [134,] 0.0211 0.5632266 0.19373789 [135,] 0.0215 0.5633041 0.19385530 [136,] 0.0224 0.5634787 0.19411938 [137,] 0.0225 0.5634982 0.19414872 [138,] 0.0230 0.5635953 0.19429538 [139,] 0.0233 0.5636536 0.19438336 [140,] 0.0240 0.5637897 0.19458859 [141,] 0.0248 0.5639455 0.19482307 [142,] 0.0250 0.5639844 0.19488168 [143,] 0.0267 0.5643162 0.19537961 [144,] 0.0286 0.5646879 0.19593566 [145,] 0.0293 0.5648251 0.19614040 [146,] 0.0308 0.5651197 0.19657890 [147,] 0.0312 0.5651983 0.19669579 [148,] 0.0316 0.5652770 0.19681265 [149,] 0.0326 0.5654740 0.19710471 [150,] 0.0332 0.5655923 0.19727988 [151,] 0.0339 0.5657305 0.19748419 [152,] 0.0350 0.5659479 0.19780510 [153,] 0.0382 0.5665824 0.19873776 [154,] 0.0396 0.5668609 0.19914536 [155,] 0.0398 0.5669007 0.19920357 [156,] 0.0413 0.5671998 0.19963995 [157,] 0.0415 0.5672398 0.19969812 [158,] 0.0421 0.5673596 0.19987257 [159,] 0.0441 0.5677600 0.20045373 [160,] 0.0443 0.5678001 0.20051181 [161,] 0.0455 0.5680409 0.20086022 [162,] 0.0467 0.5682821 0.20120843 [163,] 0.0468 0.5683023 0.20123744 [164,] 0.0470 0.5683425 0.20129545 [165,] 0.0476 0.5684633 0.20146946 [166,] 0.0491 0.5687659 0.20190427 [167,] 0.0507 0.5690893 0.20236773 [168,] 0.0512 0.5691905 0.20251250 [169,] 0.0525 0.5694540 0.20288872 [170,] 0.0531 0.5695758 0.20306228 [171,] 0.0544 0.5698400 0.20343817 [172,] 0.0546 0.5698807 0.20349598 [173,] 0.0564 0.5702475 0.20401602 [174,] 0.0579 0.5705538 0.20444906 [175,] 0.0623 0.5714562 0.20571754 [176,] 0.0628 0.5715591 0.20586152 [177,] 0.0631 0.5716209 0.20594789 [178,] 0.0648 0.5719714 0.20643711 [179,] 0.0669 0.5724055 0.20704090 [180,] 0.0672 0.5724677 0.20712710 [181,] 0.0680 0.5726335 0.20735693 [182,] 0.0693 0.5729033 0.20773021 [183,] 0.0694 0.5729240 0.20775892 [184,] 0.0702 0.5730903 0.20798851 [185,] 0.0747 0.5740292 0.20927834 [186,] 0.0750 0.5740920 0.20936423 [187,] 0.0770 0.5745113 0.20993653 [188,] 0.0783 0.5747844 0.21030824 [189,] 0.0790 0.5749317 0.21050830 [190,] 0.0807 0.5752900 0.21099388 [191,] 0.0814 0.5754378 0.21119371 [192,] 0.0827 0.5757126 0.21156465 [193,] 0.0829 0.5757549 0.21162169 [194,] 0.0835 0.5758819 0.21179280 [195,] 0.0850 0.5761999 0.21222037 [196,] 0.0871 0.5766462 0.21281844 [197,] 0.0879 0.5768166 0.21304613 [198,] 0.0880 0.5768379 0.21307458 [199,] 0.0913 0.5775426 0.21401282 [200,] 0.0935 0.5780141 0.21463750 [201,] 0.0962 0.5785946 0.21540326 [202,] 0.1000 0.5794152 0.21647933 [203,] 0.1011 0.5796535 0.21679047 [204,] 0.1013 0.5796969 0.21684702 [205,] 0.1025 0.5799573 0.21718622 [206,] 0.1058 0.5806755 0.21811802 [207,] 0.1065 0.5808283 0.21831548 [208,] 0.1086 0.5812874 0.21890748 [209,] 0.1109 0.5817916 0.21955519 [210,] 0.1110 0.5818136 0.21958333 [211,] 0.1121 0.5820553 0.21989283 [212,] 0.1123 0.5820993 0.21994909 [213,] 0.1130 0.5822533 0.22014594 [214,] 0.1131 0.5822753 0.22017406 [215,] 0.1146 0.5826059 0.22059565 [216,] 0.1150 0.5826942 0.22070802 [217,] 0.1242 0.5847365 0.22328663 [218,] 0.1246 0.5848259 0.22339849 [219,] 0.1288 0.5857666 0.22457166 [220,] 0.1304 0.5861263 0.22501797 [221,] 0.1330 0.5867123 0.22574247 [222,] 0.1331 0.5867348 0.22577032 [223,] 0.1351 0.5871869 0.22632698 [224,] 0.1361 0.5874134 0.22660511 [225,] 0.1377 0.5877763 0.22704984 [226,] 0.1407 0.5884587 0.22788278 [227,] 0.1441 0.5892351 0.22882531 [228,] 0.1443 0.5892809 0.22888071 [229,] 0.1454 0.5895328 0.22918528 [230,] 0.1508 0.5907745 0.23067810 [231,] 0.1644 0.5939372 0.23442041 [232,] 0.1793 0.5974604 0.23849186 [233,] 0.1814 0.5979618 0.23906328 [234,] 0.1838 0.5985364 0.23971562 [235,] 0.1927 0.6006806 0.24212791 [236,] 0.1978 0.6019190 0.24350544 [237,] 0.2012 0.6027484 0.24442184 [238,] 0.2026 0.6030909 0.24479873 [239,] 0.2056 0.6038265 0.24560546 [240,] 0.2087 0.6045892 0.24643782 [241,] 0.2099 0.6048851 0.24675967 [242,] 0.2385 0.6120515 0.25437317 [243,] 0.2400 0.6124334 0.25476944 [244,] 0.2620 0.6181020 0.26054662 , , n=30 newdata fun 1der [1,] -0.3064 0.3485265 -0.2797847210 [2,] -0.2579 0.3356609 -0.2505772122 [3,] -0.2523 0.3342673 -0.2471363987 [4,] -0.2394 0.3311307 -0.2391563584 [5,] -0.2304 0.3290035 -0.2335443886 [6,] -0.2187 0.3263140 -0.2261941479 [7,] -0.2181 0.3261783 -0.2258155463 [8,] -0.2102 0.3244141 -0.2208154643 [9,] -0.2015 0.3225171 -0.2152764388 [10,] -0.1881 0.3196899 -0.2066782058 [11,] -0.1846 0.3189705 -0.2044190443 [12,] -0.1842 0.3188888 -0.2041605022 [13,] -0.1831 0.3186646 -0.2034491389 [14,] -0.1807 0.3181782 -0.2018951770 [15,] -0.1782 0.3176755 -0.2002737010 [16,] -0.1754 0.3171173 -0.1984542974 [17,] -0.1697 0.3159966 -0.1947395728 [18,] -0.1683 0.3157247 -0.1938249402 [19,] -0.1663 0.3153383 -0.1925167868 [20,] -0.1512 0.3125062 -0.1825819322 [21,] -0.1505 0.3123785 -0.1821188789 [22,] -0.1419 0.3108368 -0.1764118821 [23,] -0.1353 0.3096870 -0.1720094442 [24,] -0.1337 0.3094127 -0.1709392244 [25,] -0.1285 0.3085329 -0.1674530268 [26,] -0.1247 0.3079014 -0.1648976994 [27,] -0.1209 0.3072796 -0.1623358516 [28,] -0.1167 0.3066038 -0.1594967498 [29,] -0.1154 0.3063970 -0.1586163659 [30,] -0.1141 0.3061914 -0.1577352188 [31,] -0.1138 0.3061441 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-0.0617033132 [136,] 0.0224 0.2911687 -0.0610449152 [137,] 0.0225 0.2911626 -0.0609717591 [138,] 0.0230 0.2911322 -0.0606059757 [139,] 0.0233 0.2911141 -0.0603865036 [140,] 0.0240 0.2910720 -0.0598744963 [141,] 0.0248 0.2910243 -0.0592896775 [142,] 0.0250 0.2910125 -0.0591435290 [143,] 0.0267 0.2909130 -0.0579021724 [144,] 0.0286 0.2908043 -0.0565166930 [145,] 0.0293 0.2907649 -0.0560067638 [146,] 0.0308 0.2906817 -0.0549149844 [147,] 0.0312 0.2906598 -0.0546240564 [148,] 0.0316 0.2906380 -0.0543332183 [149,] 0.0326 0.2905840 -0.0536065157 [150,] 0.0332 0.2905520 -0.0531707635 [151,] 0.0339 0.2905150 -0.0526626412 [152,] 0.0350 0.2904575 -0.0518647189 [153,] 0.0382 0.2902952 -0.0495473510 [154,] 0.0396 0.2902265 -0.0485353165 [155,] 0.0398 0.2902169 -0.0483908493 [156,] 0.0413 0.2901451 -0.0473084828 [157,] 0.0415 0.2901356 -0.0471643190 [158,] 0.0421 0.2901075 -0.0467320419 [159,] 0.0441 0.2900154 -0.0452934388 [160,] 0.0443 0.2900064 -0.0451497748 [161,] 0.0455 0.2899527 -0.0442885410 [162,] 0.0467 0.2899001 -0.0434285924 [163,] 0.0468 0.2898958 -0.0433569880 [164,] 0.0470 0.2898871 -0.0432138061 [165,] 0.0476 0.2898613 -0.0427844745 [166,] 0.0491 0.2897979 -0.0417125512 [167,] 0.0507 0.2897321 -0.0405713800 [168,] 0.0512 0.2897119 -0.0402152327 [169,] 0.0525 0.2896602 -0.0392902938 [170,] 0.0531 0.2896368 -0.0388639077 [171,] 0.0544 0.2895869 -0.0379411735 [172,] 0.0546 0.2895793 -0.0377993482 [173,] 0.0564 0.2895124 -0.0365245279 [174,] 0.0579 0.2894584 -0.0354643868 [175,] 0.0623 0.2893092 -0.0323664624 [176,] 0.0628 0.2892931 -0.0320155792 [177,] 0.0631 0.2892835 -0.0318051630 [178,] 0.0648 0.2892305 -0.0306144144 [179,] 0.0669 0.2891677 -0.0291472687 [180,] 0.0672 0.2891590 -0.0289380174 [181,] 0.0680 0.2891361 -0.0283804307 [182,] 0.0693 0.2890998 -0.0274756452 [183,] 0.0694 0.2890970 -0.0274061126 [184,] 0.0702 0.2890753 -0.0268501929 [185,] 0.0747 0.2889615 -0.0237344387 [186,] 0.0750 0.2889544 -0.0235274037 [187,] 0.0770 0.2889087 -0.0221493486 [188,] 0.0783 0.2888805 -0.0212556444 [189,] 0.0790 0.2888658 -0.0207750821 [190,] 0.0807 0.2888315 -0.0196099342 [191,] 0.0814 0.2888179 -0.0191309630 [192,] 0.0827 0.2887936 -0.0182426763 [193,] 0.0829 0.2887900 -0.0181061589 [194,] 0.0835 0.2887793 -0.0176968340 [195,] 0.0850 0.2887535 -0.0166750133 [196,] 0.0871 0.2887200 -0.0152480445 [197,] 0.0879 0.2887080 -0.0147055360 [198,] 0.0880 0.2887065 -0.0146377650 [199,] 0.0913 0.2886619 -0.0124066373 [200,] 0.0935 0.2886362 -0.0109249489 [201,] 0.0962 0.2886092 -0.0091127783 [202,] 0.1000 0.2885794 -0.0065740130 [203,] 0.1011 0.2885726 -0.0058416598 [204,] 0.1013 0.2885714 -0.0057086277 [205,] 0.1025 0.2885650 -0.0049112313 [206,] 0.1058 0.2885524 -0.0027254233 [207,] 0.1065 0.2885507 -0.0022630930 [208,] 0.1086 0.2885474 -0.0008788868 [209,] 0.1109 0.2885471 0.0006323562 [210,] 0.1110 0.2885472 0.0006979488 [211,] 0.1121 0.2885483 0.0014188419 [212,] 0.1123 0.2885486 0.0015497902 [213,] 0.1130 0.2885499 0.0020078111 [214,] 0.1131 0.2885501 0.0020732047 [215,] 0.1146 0.2885539 0.0030529732 [216,] 0.1150 0.2885552 0.0033138849 [217,] 0.1242 0.2886132 0.0092730265 [218,] 0.1246 0.2886169 0.0095302861 [219,] 0.1288 0.2886626 0.0122214750 [220,] 0.1304 0.2886830 0.0132418691 [221,] 0.1330 0.2887196 0.0148943370 [222,] 0.1331 0.2887210 0.0149577532 [223,] 0.1351 0.2887522 0.0162238955 [224,] 0.1361 0.2887688 0.0168554082 [225,] 0.1377 0.2887965 0.0178636676 [226,] 0.1407 0.2888530 0.0197469852 [227,] 0.1441 0.2889237 0.0218701081 [228,] 0.1443 0.2889281 0.0219946237 [229,] 0.1454 0.2889527 0.0226787165 [230,] 0.1508 0.2890842 0.0260166826 [231,] 0.1644 0.2894943 0.0342562859 [232,] 0.1793 0.2900703 0.0430089067 [233,] 0.1814 0.2901619 0.0442194153 [234,] 0.1838 0.2902696 0.0455958708 [235,] 0.1927 0.2906980 0.0506352022 [236,] 0.1978 0.2909635 0.0534767445 [237,] 0.2012 0.2911485 0.0553524204 [238,] 0.2026 0.2912265 0.0561204127 [239,] 0.2056 0.2913973 0.0577575757 [240,] 0.2087 0.2915790 0.0594370844 [241,] 0.2099 0.2916507 0.0600838806 [242,] 0.2385 0.2935842 0.0749481376 [243,] 0.2400 0.2936971 0.0756985393 [244,] 0.2620 0.2954811 0.0863701584 , , n=44 newdata fun 1der [1,] -0.3064 0.2767043 -0.057694882 [2,] -0.2579 0.2744953 -0.032977574 [3,] -0.2523 0.2743191 -0.029962293 [4,] -0.2394 0.2739780 -0.022889057 [5,] -0.2304 0.2737946 -0.017846552 [6,] -0.2187 0.2736248 -0.011157423 [7,] -0.2181 0.2736182 -0.010810312 [8,] -0.2102 0.2735510 -0.006202892 [9,] -0.2015 0.2735193 -0.001047582 [10,] -0.1881 0.2735594 0.007067491 [11,] -0.1846 0.2735879 0.009222068 [12,] -0.1842 0.2735917 0.009469228 [13,] -0.1831 0.2736025 0.010149892 [14,] -0.1807 0.2736286 0.011639944 [15,] -0.1782 0.2736597 0.013199324 [16,] -0.1754 0.2736991 0.014954602 [17,] -0.1697 0.2737946 0.018556491 [18,] -0.1683 0.2738212 0.019447041 [19,] -0.1663 0.2738613 0.020723277 [20,] -0.1512 0.2742478 0.030511504 [21,] -0.1505 0.2742693 0.030971801 [22,] -0.1419 0.2745602 0.036674167 [23,] -0.1353 0.2748168 0.041109709 [24,] -0.1337 0.2748835 0.042192748 [25,] -0.1285 0.2751121 0.045733530 [26,] -0.1247 0.2752908 0.048341242 [27,] -0.1209 0.2754795 0.050966029 [28,] -0.1167 0.2756997 0.053886973 [29,] -0.1154 0.2757703 0.054795301 [30,] -0.1141 0.2758421 0.055705628 [31,] -0.1138 0.2758589 0.055915987 [32,] -0.1124 0.2759378 0.056899070 [33,] -0.1123 0.2759435 0.056969379 [34,] -0.1121 0.2759549 0.057110032 [35,] -0.1053 0.2763596 0.061920385 [36,] -0.1039 0.2764470 0.062917538 [37,] -0.0988 0.2767772 0.066569623 [38,] -0.0984 0.2768039 0.066857362 [39,] -0.0977 0.2768508 0.067361360 [40,] -0.0955 0.2770008 0.068949125 [41,] -0.0948 0.2770492 0.069455523 [42,] -0.0923 0.2772251 0.071268817 [43,] -0.0909 0.2773256 0.072287490 [44,] -0.0902 0.2773764 0.072797695 [45,] -0.0888 0.2774790 0.073819844 [46,] -0.0871 0.2776056 0.075064140 [47,] -0.0866 0.2776432 0.075430760 [48,] -0.0807 0.2781010 0.079779197 [49,] -0.0806 0.2781090 0.079853254 [50,] -0.0707 0.2789361 0.087243427 [51,] -0.0693 0.2790589 0.088297855 [52,] -0.0680 0.2791744 0.089279041 [53,] -0.0671 0.2792550 0.089959494 [54,] -0.0648 0.2794639 0.091702782 [55,] -0.0644 0.2795007 0.092006601 [56,] -0.0637 0.2795653 0.092538739 [57,] -0.0636 0.2795745 0.092614806 [58,] -0.0606 0.2798558 0.094902316 [59,] -0.0541 0.2804889 0.099895093 [60,] -0.0537 0.2805289 0.100203973 [61,] -0.0520 0.2807003 0.101518821 [62,] -0.0518 0.2807207 0.101673734 [63,] -0.0516 0.2807410 0.101828694 [64,] -0.0514 0.2807614 0.101983701 [65,] -0.0507 0.2808330 0.102526599 [66,] -0.0468 0.2812387 0.105561922 [67,] -0.0467 0.2812493 0.105639988 [68,] -0.0465 0.2812704 0.105796154 [69,] -0.0407 0.2818972 0.110345541 [70,] -0.0378 0.2822206 0.112635151 [71,] -0.0374 0.2822657 0.112951739 [72,] -0.0365 0.2823677 0.113664755 [73,] -0.0361 0.2824132 0.113981959 [74,] -0.0358 0.2824474 0.114219986 [75,] -0.0345 0.2825966 0.115252664 [76,] -0.0339 0.2826659 0.115729959 [77,] -0.0321 0.2828755 0.117164398 [78,] -0.0306 0.2830521 0.118362690 [79,] 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0.138989006 [107,] -0.0048 0.2863749 0.139318688 [108,] -0.0039 0.2865006 0.140061021 [109,] -0.0024 0.2867116 0.141299937 [110,] -0.0014 0.2868533 0.142127056 [111,] -0.0006 0.2869673 0.142789428 [112,] -0.0001 0.2870388 0.143203717 [113,] 0.0021 0.2873558 0.145029379 [114,] 0.0044 0.2876916 0.146942893 [115,] 0.0056 0.2878685 0.147943223 [116,] 0.0064 0.2879871 0.148610862 [117,] 0.0072 0.2881063 0.149279089 [118,] 0.0080 0.2882260 0.149947840 [119,] 0.0084 0.2882860 0.150282410 [120,] 0.0085 0.2883011 0.150366073 [121,] 0.0099 0.2885124 0.151538201 [122,] 0.0107 0.2886339 0.152208534 [123,] 0.0137 0.2890943 0.154723075 [124,] 0.0159 0.2894367 0.156567857 [125,] 0.0160 0.2894524 0.156651726 [126,] 0.0164 0.2895151 0.156987218 [127,] 0.0170 0.2896095 0.157490496 [128,] 0.0183 0.2898149 0.158581103 [129,] 0.0189 0.2899102 0.159084538 [130,] 0.0190 0.2899261 0.159168448 [131,] 0.0196 0.2900218 0.159671941 [132,] 0.0197 0.2900377 0.159755861 [133,] 0.0207 0.2901979 0.160595139 [134,] 0.0211 0.2902622 0.160930888 [135,] 0.0215 0.2903267 0.161266660 [136,] 0.0224 0.2904721 0.162022226 [137,] 0.0225 0.2904883 0.162106185 [138,] 0.0230 0.2905695 0.162525998 [139,] 0.0233 0.2906183 0.162777903 [140,] 0.0240 0.2907324 0.163365729 [141,] 0.0248 0.2908634 0.164037612 [142,] 0.0250 0.2908962 0.164205596 [143,] 0.0267 0.2911766 0.165633686 [144,] 0.0286 0.2914928 0.167230259 [145,] 0.0293 0.2916101 0.167818605 [146,] 0.0308 0.2918628 0.169079595 [147,] 0.0312 0.2919305 0.169415917 [148,] 0.0316 0.2919983 0.169752263 [149,] 0.0326 0.2921685 0.170593234 [150,] 0.0332 0.2922710 0.171097889 [151,] 0.0339 0.2923909 0.171686723 [152,] 0.0350 0.2925803 0.172612182 [153,] 0.0382 0.2931370 0.175305472 [154,] 0.0396 0.2933832 0.176484274 [155,] 0.0398 0.2934185 0.176652698 [156,] 0.0413 0.2936845 0.177916076 [157,] 0.0415 0.2937201 0.178084552 [158,] 0.0421 0.2938271 0.178590016 [159,] 0.0441 0.2941859 0.180275292 [160,] 0.0443 0.2942220 0.180443853 [161,] 0.0455 0.2944391 0.181455346 [162,] 0.0467 0.2946575 0.182467057 [163,] 0.0468 0.2946758 0.182551376 [164,] 0.0470 0.2947123 0.182720019 [165,] 0.0476 0.2948221 0.183225984 [166,] 0.0491 0.2950979 0.184491134 [167,] 0.0507 0.2953941 0.185841004 [168,] 0.0512 0.2954871 0.186262917 [169,] 0.0525 0.2957300 0.187360071 [170,] 0.0531 0.2958426 0.187866535 [171,] 0.0544 0.2960875 0.188964063 [172,] 0.0546 0.2961253 0.189132936 [173,] 0.0564 0.2964671 0.190653067 [174,] 0.0579 0.2967541 0.191920217 [175,] 0.0623 0.2976067 0.195639160 [176,] 0.0628 0.2977046 0.196061953 [177,] 0.0631 0.2977635 0.196315647 [178,] 0.0648 0.2980984 0.197753503 [179,] 0.0669 0.2985156 0.199530282 [180,] 0.0672 0.2985755 0.199784163 [181,] 0.0680 0.2987356 0.200461243 [182,] 0.0693 0.2989969 0.201561706 [183,] 0.0694 0.2990170 0.201646368 [184,] 0.0702 0.2991786 0.202323715 [185,] 0.0747 0.3000977 0.206135601 [186,] 0.0750 0.3001595 0.206389836 [187,] 0.0770 0.3005740 0.208085131 [188,] 0.0783 0.3008452 0.209187553 [189,] 0.0790 0.3009919 0.209781330 [190,] 0.0807 0.3013497 0.211223839 [191,] 0.0814 0.3014978 0.211818010 [192,] 0.0827 0.3017739 0.212921778 [193,] 0.0829 0.3018165 0.213091623 [194,] 0.0835 0.3019445 0.213601216 [195,] 0.0850 0.3022658 0.214875570 [196,] 0.0871 0.3027190 0.216660553 [197,] 0.0879 0.3028926 0.217340820 [198,] 0.0880 0.3029143 0.217425864 [199,] 0.0913 0.3036364 0.220233631 [200,] 0.0935 0.3041230 0.222106898 [201,] 0.0962 0.3047258 0.224407463 [202,] 0.1000 0.3055847 0.227648199 [203,] 0.1011 0.3058356 0.228586940 [204,] 0.1013 0.3058814 0.228757651 [205,] 0.1025 0.3061565 0.229782114 [206,] 0.1058 0.3069194 0.232601131 [207,] 0.1065 0.3070825 0.233199433 [208,] 0.1086 0.3075741 0.234995032 [209,] 0.1109 0.3081168 0.236962830 [210,] 0.1110 0.3081405 0.237048414 [211,] 0.1121 0.3084018 0.237990001 [212,] 0.1123 0.3084494 0.238161229 [213,] 0.1130 0.3086163 0.238760601 [214,] 0.1131 0.3086402 0.238846235 [215,] 0.1146 0.3089994 0.240131027 [216,] 0.1150 0.3090956 0.240473728 [217,] 0.1242 0.3113442 0.248366224 [218,] 0.1246 0.3114436 0.248709828 [219,] 0.1288 0.3124958 0.252319935 [220,] 0.1304 0.3129006 0.253696305 [221,] 0.1330 0.3135631 0.255934190 [222,] 0.1331 0.3135887 0.256020294 [223,] 0.1351 0.3141025 0.257742466 [224,] 0.1361 0.3143606 0.258603422 [225,] 0.1377 0.3147755 0.259980273 [226,] 0.1407 0.3155593 0.262559441 [227,] 0.1441 0.3164570 0.265478674 [228,] 0.1443 0.3165101 0.265650267 [229,] 0.1454 0.3168028 0.266593778 [230,] 0.1508 0.3182549 0.271219386 [231,] 0.1644 0.3220225 0.282823645 [232,] 0.1793 0.3263308 0.295462493 [233,] 0.1814 0.3269532 0.297237099 [234,] 0.1838 0.3276690 0.299262083 [235,] 0.1927 0.3303657 0.306742157 [236,] 0.1978 0.3319410 0.311007730 [237,] 0.2012 0.3330032 0.313843043 [238,] 0.2026 0.3334434 0.315008570 [239,] 0.2056 0.3343922 0.317502299 [240,] 0.2087 0.3353804 0.320075796 [241,] 0.2099 0.3357651 0.321071512 [242,] 0.2385 0.3452864 0.344724057 [243,] 0.2400 0.3458044 0.345960406 [244,] 0.2620 0.3536146 0.364033013 , , n=67 newdata fun 1der [1,] -0.3064 0.2115819 -0.4221386687 [2,] -0.2579 0.1926646 -0.3577139280 [3,] -0.2523 0.1906824 -0.3501928744 [4,] -0.2394 0.1862770 -0.3328126520 [5,] -0.2304 0.1833364 -0.3206416208 [6,] -0.2187 0.1796777 -0.3047636235 [7,] -0.2181 0.1794951 -0.3039476713 [8,] -0.2102 0.1771364 -0.2931888688 [9,] -0.2015 0.1746373 -0.2813073787 [10,] -0.1881 0.1709907 -0.2629629762 [11,] -0.1846 0.1700787 -0.2581700491 [12,] -0.1842 0.1699755 -0.2576222584 [13,] -0.1831 0.1696930 -0.2561158047 [14,] -0.1807 0.1690823 -0.2528288478 [15,] -0.1782 0.1684545 -0.2494047175 [16,] -0.1754 0.1677615 -0.2455694287 [17,] -0.1697 0.1663840 -0.2377610185 [18,] -0.1683 0.1660525 -0.2358429873 [19,] -0.1663 0.1655835 -0.2331028223 [20,] -0.1512 0.1622199 -0.2124100037 [21,] -0.1505 0.1620716 -0.2114505381 [22,] -0.1419 0.1603038 -0.1996614013 [23,] -0.1353 0.1590159 -0.1906122033 [24,] -0.1337 0.1587126 -0.1884192394 [25,] -0.1285 0.1577514 -0.1813004173 [26,] -0.1247 0.1570723 -0.1761062393 [27,] -0.1209 0.1564130 -0.1709188490 [28,] -0.1167 0.1557071 -0.1651964415 [29,] -0.1154 0.1554935 -0.1634286702 [30,] -0.1141 0.1552822 -0.1616625468 [31,] -0.1138 0.1552338 -0.1612552140 [32,] -0.1124 0.1550093 -0.1593552538 [33,] -0.1123 0.1549934 -0.1592195854 [34,] -0.1121 0.1549616 -0.1589482650 [35,] -0.1053 0.1539121 -0.1497364173 [36,] -0.1039 0.1537038 -0.1478430068 [37,] -0.0988 0.1529674 -0.1409543742 [38,] -0.0984 0.1529111 -0.1404144285 [39,] -0.0977 0.1528131 -0.1394695019 [40,] -0.0955 0.1525096 -0.1364995257 [41,] -0.0948 0.1524143 -0.1355544118 [42,] -0.0923 0.1520797 -0.1321784047 [43,] -0.0909 0.1518959 -0.1302874312 [44,] -0.0902 0.1518051 -0.1293418342 [45,] -0.0888 0.1516253 -0.1274504195 [46,] -0.0871 0.1514106 -0.1251533064 [47,] -0.0866 0.1513482 -0.1244776024 [48,] -0.0807 0.1506373 -0.1165014564 [49,] -0.0806 0.1506257 -0.1163662219 [50,] -0.0707 0.1495399 -0.1029703973 [51,] -0.0693 0.1493971 -0.1010748225 [52,] -0.0680 0.1492668 -0.0993143761 [53,] 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0.1464816 -0.0480321034 [80,] -0.0293 0.1464389 -0.0468104643 [81,] -0.0290 0.1464249 -0.0464032754 [82,] -0.0262 0.1463003 -0.0426034264 [83,] -0.0261 0.1462961 -0.0424677369 [84,] -0.0254 0.1462667 -0.0415179481 [85,] -0.0244 0.1462258 -0.0401612206 [86,] -0.0243 0.1462218 -0.0400255553 [87,] -0.0240 0.1462099 -0.0396185672 [88,] -0.0206 0.1460830 -0.0350068776 [89,] -0.0195 0.1460453 -0.0335151918 [90,] -0.0193 0.1460386 -0.0332439936 [91,] -0.0191 0.1460320 -0.0329728007 [92,] -0.0190 0.1460287 -0.0328372063 [93,] -0.0186 0.1460157 -0.0322948420 [94,] -0.0153 0.1459165 -0.0278211543 [95,] -0.0148 0.1459028 -0.0271434500 [96,] -0.0142 0.1458867 -0.0263302491 [97,] -0.0117 0.1458251 -0.0229424307 [98,] -0.0109 0.1458072 -0.0218585055 [99,] -0.0096 0.1457799 -0.0200973099 [100,] -0.0088 0.1457643 -0.0190136097 [101,] -0.0078 0.1457460 -0.0176591049 [102,] -0.0075 0.1457407 -0.0172527796 [103,] -0.0073 0.1457373 -0.0169819027 [104,] -0.0064 0.1457226 -0.0157630232 [105,] -0.0060 0.1457164 -0.0152213337 [106,] -0.0052 0.1457046 -0.0141380191 [107,] -0.0048 0.1456991 -0.0135963940 [108,] -0.0039 0.1456874 -0.0123778157 [109,] -0.0024 0.1456703 -0.0103470929 [110,] -0.0014 0.1456607 -0.0089934450 [111,] -0.0006 0.1456539 -0.0079106232 [112,] -0.0001 0.1456501 -0.0072339030 [113,] 0.0021 0.1456375 -0.0042567320 [114,] 0.0044 0.1456313 -0.0011449280 [115,] 0.0056 0.1456309 0.0004783408 [116,] 0.0064 0.1456317 0.0015604128 [117,] 0.0072 0.1456334 0.0026423992 [118,] 0.0080 0.1456359 0.0037242998 [119,] 0.0084 0.1456375 0.0042652180 [120,] 0.0085 0.1456380 0.0044004443 [121,] 0.0099 0.1456454 0.0062934705 [122,] 0.0107 0.1456509 0.0073750820 [123,] 0.0137 0.1456791 0.0114303617 [124,] 0.0159 0.1457075 0.0144034677 [125,] 0.0160 0.1457090 0.0145385935 [126,] 0.0164 0.1457149 0.0150790832 [127,] 0.0170 0.1457242 0.0158897776 [128,] 0.0183 0.1457460 0.0176461169 [129,] 0.0189 0.1457568 0.0184566587 [130,] 0.0190 0.1457587 0.0185917443 [131,] 0.0196 0.1457701 0.0194022299 [132,] 0.0197 0.1457720 0.0195373061 [133,] 0.0207 0.1457922 0.0208879949 [134,] 0.0211 0.1458007 0.0214282329 [135,] 0.0215 0.1458094 0.0219684495 [136,] 0.0224 0.1458297 0.0231838585 [137,] 0.0225 0.1458320 0.0233188972 [138,] 0.0230 0.1458438 0.0239940709 [139,] 0.0233 0.1458511 0.0243991590 [140,] 0.0240 0.1458685 0.0253443178 [141,] 0.0248 0.1458892 0.0264244189 [142,] 0.0250 0.1458945 0.0266944308 [143,] 0.0267 0.1459419 0.0289893157 [144,] 0.0286 0.1459994 0.0315537270 [145,] 0.0293 0.1460218 0.0324983391 [146,] 0.0308 0.1460721 0.0345220627 [147,] 0.0312 0.1460860 0.0350616198 [148,] 0.0316 0.1461001 0.0356011409 [149,] 0.0326 0.1461364 0.0369499541 [150,] 0.0332 0.1461588 0.0377592577 [151,] 0.0339 0.1461856 0.0387034600 [152,] 0.0350 0.1462290 0.0401872386 [153,] 0.0382 0.1463645 0.0445039763 [154,] 0.0396 0.1464281 0.0463930790 [155,] 0.0398 0.1464374 0.0466629911 [156,] 0.0413 0.1465089 0.0486876530 [157,] 0.0415 0.1465187 0.0489576507 [158,] 0.0421 0.1465483 0.0497677043 [159,] 0.0441 0.1466505 0.0524685377 [160,] 0.0443 0.1466610 0.0527386765 [161,] 0.0455 0.1467253 0.0543597204 [162,] 0.0467 0.1467915 0.0559811270 [163,] 0.0468 0.1467971 0.0561162606 [164,] 0.0470 0.1468084 0.0563865353 [165,] 0.0476 0.1468424 0.0571974308 [166,] 0.0491 0.1469298 0.0592252767 [167,] 0.0507 0.1470262 0.0613892802 [168,] 0.0512 0.1470571 0.0620657362 [169,] 0.0525 0.1471389 0.0638249783 [170,] 0.0531 0.1471775 0.0646371587 [171,] 0.0544 0.1472627 0.0663973649 [172,] 0.0546 0.1472760 0.0666682244 [173,] 0.0564 0.1473982 0.0691066622 [174,] 0.0579 0.1475033 0.0711394020 [175,] 0.0623 0.1478295 0.0771042517 [176,] 0.0628 0.1478682 0.0777822782 [177,] 0.0631 0.1478916 0.0781891138 [178,] 0.0648 0.1480265 0.0804947972 [179,] 0.0669 0.1481985 0.0833436541 [180,] 0.0672 0.1482236 0.0837506932 [181,] 0.0680 0.1482910 0.0848362035 [182,] 0.0693 0.1484024 0.0866003835 [183,] 0.0694 0.1484111 0.0867361012 [184,] 0.0702 0.1484809 0.0878219026 [185,] 0.0747 0.1488899 0.0939315072 [186,] 0.0750 0.1489181 0.0943389333 [187,] 0.0770 0.1491095 0.0970554872 [188,] 0.0783 0.1492368 0.0988216020 [189,] 0.0790 0.1493063 0.0997727026 [190,] 0.0807 0.1494779 0.1020828558 [191,] 0.0814 0.1495497 0.1030342342 [192,] 0.0827 0.1496848 0.1048012949 [193,] 0.0829 0.1497058 0.1050731752 [194,] 0.0835 0.1497691 0.1058888557 [195,] 0.0850 0.1499294 0.1079283176 [196,] 0.0871 0.1501591 0.1107840864 [197,] 0.0879 0.1502481 0.1118720450 [198,] 0.0880 0.1502593 0.1120080407 [199,] 0.0913 0.1506364 0.1164960159 [200,] 0.0935 0.1508960 0.1194881239 [201,] 0.0962 0.1512235 0.1231603927 [202,] 0.1000 0.1517014 0.1283290253 [203,] 0.1011 0.1518433 0.1298252639 [204,] 0.1013 0.1518693 0.1300973100 [205,] 0.1025 0.1520264 0.1317296036 [206,] 0.1058 0.1524685 0.1362185641 [207,] 0.1065 0.1525642 0.1371707967 [208,] 0.1086 0.1528553 0.1400275549 [209,] 0.1109 0.1531810 0.1431564896 [210,] 0.1110 0.1531953 0.1432925327 [211,] 0.1121 0.1533537 0.1447890204 [212,] 0.1123 0.1533827 0.1450611118 [213,] 0.1130 0.1534846 0.1460134381 [214,] 0.1131 0.1534992 0.1461494855 [215,] 0.1146 0.1537199 0.1481902217 [216,] 0.1150 0.1537793 0.1487344258 [217,] 0.1242 0.1552053 0.1612520304 [218,] 0.1246 0.1552699 0.1617963136 [219,] 0.1288 0.1559614 0.1675114863 [220,] 0.1304 0.1562312 0.1696887905 [221,] 0.1330 0.1566770 0.1732270222 [222,] 0.1331 0.1566943 0.1733631108 [223,] 0.1351 0.1570437 0.1760849264 [224,] 0.1361 0.1572205 0.1774458651 [225,] 0.1377 0.1575062 0.1796234097 [226,] 0.1407 0.1580512 0.1837064481 [227,] 0.1441 0.1586836 0.1883341157 [228,] 0.1443 0.1587213 0.1886063388 [229,] 0.1454 0.1589296 0.1901035809 [230,] 0.1508 0.1599760 0.1974540396 [231,] 0.1644 0.1627873 0.2159689665 [232,] 0.1793 0.1661564 0.2362580747 [233,] 0.1814 0.1666555 0.2391179810 [234,] 0.1838 0.1672333 0.2423865565 [235,] 0.1927 0.1694445 0.2545085596 [236,] 0.1978 0.1707602 0.2614556111 [237,] 0.2012 0.1716570 0.2660872763 [238,] 0.2026 0.1720309 0.2679940789 [239,] 0.2056 0.1728410 0.2720764287 [240,] 0.2087 0.1736910 0.2762895877 [241,] 0.2099 0.1740235 0.2779190501 [242,] 0.2385 0.1825250 0.3165170897 [243,] 0.2400 0.1830013 0.3185288789 [244,] 0.2620 0.1903323 0.3478721045 , , n=100 newdata fun 1der [1,] -0.3064 0.1928159 -4.352992e-01 [2,] -0.2579 0.1729501 -3.835532e-01 [3,] -0.2523 0.1708194 -3.774097e-01 [4,] -0.2394 0.1660433 -3.630154e-01 [5,] -0.2304 0.1628221 -3.527729e-01 [6,] -0.2187 0.1587738 -3.392080e-01 [7,] -0.2181 0.1585705 -3.385044e-01 [8,] -0.2102 0.1559331 -3.291676e-01 [9,] -0.2015 0.1531146 -3.187282e-01 [10,] -0.1881 0.1489531 -3.023272e-01 [11,] -0.1846 0.1479025 -2.979790e-01 [12,] -0.1842 0.1477835 -2.974804e-01 [13,] -0.1831 0.1474570 -2.961073e-01 [14,] -0.1807 0.1467499 -2.931025e-01 [15,] -0.1782 0.1460211 -2.899592e-01 [16,] -0.1754 0.1452142 -2.864256e-01 [17,] -0.1697 0.1436021 -2.791977e-01 [18,] -0.1683 0.1432125 -2.774154e-01 [19,] -0.1663 0.1426602 -2.748644e-01 [20,] -0.1512 0.1386561 -2.554201e-01 [21,] -0.1505 0.1384777 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[152,] 0.0350 0.1148237 5.605924e-03 [153,] 0.0382 0.1148493 1.042039e-02 [154,] 0.0396 0.1148654 1.252992e-02 [155,] 0.0398 0.1148679 1.283144e-02 [156,] 0.0413 0.1148888 1.509415e-02 [157,] 0.0415 0.1148919 1.539601e-02 [158,] 0.0421 0.1149014 1.630187e-02 [159,] 0.0441 0.1149370 1.932405e-02 [160,] 0.0443 0.1149409 1.962649e-02 [161,] 0.0455 0.1149656 2.144202e-02 [162,] 0.0467 0.1149924 2.325904e-02 [163,] 0.0468 0.1149947 2.341052e-02 [164,] 0.0470 0.1149994 2.371352e-02 [165,] 0.0476 0.1150139 2.462277e-02 [166,] 0.0491 0.1150526 2.689751e-02 [167,] 0.0507 0.1150975 2.932644e-02 [168,] 0.0512 0.1151124 3.008603e-02 [169,] 0.0525 0.1151528 3.206215e-02 [170,] 0.0531 0.1151723 3.297479e-02 [171,] 0.0544 0.1152165 3.495345e-02 [172,] 0.0546 0.1152235 3.525801e-02 [173,] 0.0564 0.1152894 3.800094e-02 [174,] 0.0579 0.1153481 4.028926e-02 [175,] 0.0623 0.1155402 4.701500e-02 [176,] 0.0628 0.1155639 4.778055e-02 [177,] 0.0631 0.1155783 4.824001e-02 [178,] 0.0648 0.1156625 5.084532e-02 [179,] 0.0669 0.1157727 5.406776e-02 [180,] 0.0672 0.1157890 5.452848e-02 [181,] 0.0680 0.1158331 5.575752e-02 [182,] 0.0693 0.1159069 5.775610e-02 [183,] 0.0694 0.1159126 5.790991e-02 [184,] 0.0702 0.1159595 5.914076e-02 [185,] 0.0747 0.1162412 6.607654e-02 [186,] 0.0750 0.1162611 6.653966e-02 [187,] 0.0770 0.1163973 6.962958e-02 [188,] 0.0783 0.1164891 7.164032e-02 [189,] 0.0790 0.1165396 7.272378e-02 [190,] 0.0807 0.1166655 7.535720e-02 [191,] 0.0814 0.1167186 7.644245e-02 [192,] 0.0827 0.1168193 7.845930e-02 [193,] 0.0829 0.1168350 7.876975e-02 [194,] 0.0835 0.1168826 7.970134e-02 [195,] 0.0850 0.1170039 8.203200e-02 [196,] 0.0871 0.1171796 8.529916e-02 [197,] 0.0879 0.1172483 8.654521e-02 [198,] 0.0880 0.1172570 8.670102e-02 [199,] 0.0913 0.1175516 9.184966e-02 [200,] 0.0935 0.1177574 9.528952e-02 [201,] 0.0962 0.1180204 9.951957e-02 [202,] 0.1000 0.1184099 1.054896e-01 [203,] 0.1011 0.1185269 1.072214e-01 [204,] 0.1013 0.1185484 1.075364e-01 [205,] 0.1025 0.1186786 1.094278e-01 [206,] 0.1058 0.1190483 1.146392e-01 [207,] 0.1065 0.1191289 1.157465e-01 [208,] 0.1086 0.1193755 1.190724e-01 [209,] 0.1109 0.1196535 1.227219e-01 [210,] 0.1110 0.1196658 1.228807e-01 [211,] 0.1121 0.1198019 1.246288e-01 [212,] 0.1123 0.1198269 1.249468e-01 [213,] 0.1130 0.1199147 1.260602e-01 [214,] 0.1131 0.1199274 1.262193e-01 [215,] 0.1146 0.1201185 1.286077e-01 [216,] 0.1150 0.1201700 1.292451e-01 [217,] 0.1242 0.1214267 1.439649e-01 [218,] 0.1246 0.1214844 1.446075e-01 [219,] 0.1288 0.1221060 1.513675e-01 [220,] 0.1304 0.1223502 1.539490e-01 [221,] 0.1330 0.1227560 1.581508e-01 [222,] 0.1331 0.1227718 1.583126e-01 [223,] 0.1351 0.1230916 1.615493e-01 [224,] 0.1361 0.1232540 1.631690e-01 [225,] 0.1377 0.1235171 1.657625e-01 [226,] 0.1407 0.1240217 1.706294e-01 [227,] 0.1441 0.1246113 1.761517e-01 [228,] 0.1443 0.1246465 1.764768e-01 [229,] 0.1454 0.1248416 1.782655e-01 [230,] 0.1508 0.1258280 1.870616e-01 [231,] 0.1644 0.1285231 2.092902e-01 [232,] 0.1793 0.1318236 2.337534e-01 [233,] 0.1814 0.1323181 2.372060e-01 [234,] 0.1838 0.1328922 2.411523e-01 [235,] 0.1927 0.1351036 2.557985e-01 [236,] 0.1978 0.1364296 2.642038e-01 [237,] 0.2012 0.1373374 2.698126e-01 [238,] 0.2026 0.1377168 2.721232e-01 [239,] 0.2056 0.1385406 2.770771e-01 [240,] 0.2087 0.1394074 2.821993e-01 [241,] 0.2099 0.1397473 2.841828e-01 [242,] 0.2385 0.1485497 3.312839e-01 [243,] 0.2400 0.1490485 3.337383e-01 [244,] 0.2620 0.1567849 3.694779e-01 , , n=150 newdata fun 1der [1,] -0.3064 0.13785668 -0.5543228091 [2,] -0.2579 0.11257535 -0.4876426320 [3,] -0.2523 0.10986672 -0.4797165512 [4,] -0.2394 0.10379708 -0.4612706467 [5,] -0.2304 0.09970416 -0.4482445802 [6,] -0.2187 0.09455969 -0.4311149095 [7,] -0.2181 0.09430129 -0.4302304989 [8,] -0.2102 0.09094861 -0.4185317302 [9,] -0.2015 0.08736382 -0.4055406246 [10,] -0.1881 0.08206478 -0.3853184554 [11,] -0.1846 0.08072547 -0.3799992260 [12,] -0.1842 0.08057359 -0.3793904793 [13,] -0.1831 0.08015718 -0.3777155430 [14,] -0.1807 0.07925505 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0.03730430 -0.0671600434 [117,] 0.0072 0.03725112 -0.0657666304 [118,] 0.0080 0.03719907 -0.0643726766 [119,] 0.0084 0.03717346 -0.0636754969 [120,] 0.0085 0.03716710 -0.0635011807 [121,] 0.0099 0.03707991 -0.0610598539 [122,] 0.0107 0.03703162 -0.0596640553 [123,] 0.0137 0.03686048 -0.0544260311 [124,] 0.0159 0.03674497 -0.0505824828 [125,] 0.0160 0.03673992 -0.0504077302 [126,] 0.0164 0.03671990 -0.0497086801 [127,] 0.0170 0.03669039 -0.0486599852 [128,] 0.0183 0.03662861 -0.0463873208 [129,] 0.0189 0.03660109 -0.0453381716 [130,] 0.0190 0.03659656 -0.0451632994 [131,] 0.0196 0.03656978 -0.0441139827 [132,] 0.0197 0.03656538 -0.0439390827 [133,] 0.0207 0.03652231 -0.0421898629 [134,] 0.0211 0.03650558 -0.0414900633 [135,] 0.0215 0.03648912 -0.0407902000 [136,] 0.0224 0.03645312 -0.0392152894 [137,] 0.0225 0.03644921 -0.0390402825 [138,] 0.0230 0.03642991 -0.0381651985 [139,] 0.0233 0.03641854 -0.0376401083 [140,] 0.0240 0.03639262 -0.0364147818 [141,] 0.0248 0.03636404 -0.0350142096 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0.0104399649 [168,] 0.0512 0.03605080 0.0113193178 [169,] 0.0525 0.03606700 0.0136058273 [170,] 0.0531 0.03607548 0.0146612330 [171,] 0.0544 0.03609602 0.0169481483 [172,] 0.0546 0.03609945 0.0173000060 [173,] 0.0564 0.03613344 0.0204670214 [174,] 0.0579 0.03616612 0.0231066073 [175,] 0.0623 0.03628483 0.0308515246 [176,] 0.0628 0.03630047 0.0317318301 [177,] 0.0631 0.03631007 0.0322600330 [178,] 0.0648 0.03636746 0.0352534624 [179,] 0.0669 0.03644537 0.0389518834 [180,] 0.0672 0.03645714 0.0394802884 [181,] 0.0680 0.03648928 0.0408894406 [182,] 0.0693 0.03654393 0.0431795372 [183,] 0.0694 0.03654826 0.0433557099 [184,] 0.0702 0.03658350 0.0447651512 [185,] 0.0747 0.03680279 0.0526952170 [186,] 0.0750 0.03681868 0.0532240063 [187,] 0.0770 0.03692865 0.0567496461 [188,] 0.0783 0.03700392 0.0590416642 [189,] 0.0790 0.03704568 0.0602759428 [190,] 0.0807 0.03715069 0.0632738116 [191,] 0.0814 0.03719542 0.0645083661 [192,] 0.0827 0.03728077 0.0668013237 [193,] 0.0829 0.03729416 0.0671541111 [194,] 0.0835 0.03733477 0.0682125125 [195,] 0.0850 0.03743908 0.0708587748 [196,] 0.0871 0.03759177 0.0745641629 [197,] 0.0879 0.03765199 0.0759759298 [198,] 0.0880 0.03765959 0.0761524081 [199,] 0.0913 0.03792051 0.0819771119 [200,] 0.0935 0.03810513 0.0858612414 [201,] 0.0962 0.03834339 0.0906292141 [202,] 0.1000 0.03870054 0.0973424412 [203,] 0.1011 0.03880868 0.0992873179 [204,] 0.1013 0.03882857 0.0996410272 [205,] 0.1025 0.03894942 0.1017638994 [206,] 0.1058 0.03929487 0.1076044116 [207,] 0.1065 0.03937063 0.1088435538 [208,] 0.1086 0.03960311 0.1125614947 [209,] 0.1109 0.03986668 0.1166344105 [210,] 0.1110 0.03987835 0.1168115148 [211,] 0.1121 0.04000792 0.1187597773 [212,] 0.1123 0.04003171 0.1191140230 [213,] 0.1130 0.04011552 0.1203538512 [214,] 0.1131 0.04012756 0.1205309656 [215,] 0.1146 0.04031035 0.1231875612 [216,] 0.1150 0.04035977 0.1238959489 [217,] 0.1242 0.04157455 0.1401844679 [218,] 0.1246 0.04163076 0.1408924731 [219,] 0.1288 0.04223812 0.1483255667 [220,] 0.1304 0.04247771 0.1511567594 [221,] 0.1330 0.04287669 0.1557569037 [222,] 0.1331 0.04289228 0.1559338189 [223,] 0.1351 0.04320768 0.1594719135 [224,] 0.1361 0.04336804 0.1612408114 [225,] 0.1377 0.04362829 0.1640708410 [226,] 0.1407 0.04412846 0.1693764593 [227,] 0.1441 0.04471456 0.1753884100 [228,] 0.1443 0.04474967 0.1757420183 [229,] 0.1454 0.04494406 0.1776867928 [230,] 0.1508 0.04592934 0.1872321201 [231,] 0.1644 0.04863913 0.2112661837 [232,] 0.1793 0.05198321 0.2376031575 [233,] 0.1814 0.05248607 0.2413128454 [234,] 0.1838 0.05307031 0.2455512882 [235,] 0.1927 0.05532562 0.2612576549 [236,] 0.1978 0.05668097 0.2702493588 [237,] 0.2012 0.05761000 0.2762400758 [238,] 0.2026 0.05799846 0.2787059691 [239,] 0.2056 0.05884251 0.2839883123 [240,] 0.2087 0.05973133 0.2894442199 [241,] 0.2099 0.06007993 0.2915553237 [242,] 0.2385 0.06913664 0.3417345393 [243,] 0.2400 0.06965121 0.3443572142 [244,] 0.2620 0.07764911 0.3826739029 , , n=220 newdata fun 1der [1,] -0.3064 0.1799592 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0.0207 0.1067081 0.0246210128 [134,] 0.0211 0.1067181 0.0252559122 [135,] 0.0215 0.1067283 0.0258908701 [136,] 0.0224 0.1067523 0.0273197398 [137,] 0.0225 0.1067550 0.0274785214 [138,] 0.0230 0.1067689 0.0282724844 [139,] 0.0233 0.1067775 0.0287489062 [140,] 0.0240 0.1067980 0.0298606852 [141,] 0.0248 0.1068224 0.0311315011 [142,] 0.0250 0.1068287 0.0314492182 [143,] 0.0267 0.1068844 0.0341497076 [144,] 0.0286 0.1069522 0.0371676774 [145,] 0.0293 0.1069786 0.0382795014 [146,] 0.0308 0.1070378 0.0406617379 [147,] 0.0312 0.1070542 0.0412969260 [148,] 0.0316 0.1070708 0.0419320826 [149,] 0.0326 0.1071136 0.0435198358 [150,] 0.0332 0.1071400 0.0444723930 [151,] 0.0339 0.1071715 0.0455836199 [152,] 0.0350 0.1072226 0.0473296383 [153,] 0.0382 0.1073822 0.0524103939 [154,] 0.0396 0.1074571 0.0546352612 [155,] 0.0398 0.1074680 0.0549532044 [156,] 0.0413 0.1075523 0.0573386159 [157,] 0.0415 0.1075638 0.0576567824 [158,] 0.0421 0.1075986 0.0586114395 [159,] 0.0441 0.1077191 0.0617953370 [160,] 0.0443 0.1077314 0.0621138712 [161,] 0.0455 0.1078071 0.0640256281 [162,] 0.0467 0.1078851 0.0659383305 [163,] 0.0468 0.1078917 0.0660977650 [164,] 0.0470 0.1079050 0.0664166538 [165,] 0.0476 0.1079451 0.0673734778 [166,] 0.0491 0.1080480 0.0697665719 [167,] 0.0507 0.1081616 0.0723208341 [168,] 0.0512 0.1081980 0.0731193858 [169,] 0.0525 0.1082944 0.0751963884 [170,] 0.0531 0.1083398 0.0761553793 [171,] 0.0544 0.1084401 0.0782340038 [172,] 0.0546 0.1084558 0.0785538907 [173,] 0.0564 0.1085998 0.0814340545 [174,] 0.0579 0.1087238 0.0838358163 [175,] 0.0623 0.1091082 0.0908894392 [176,] 0.0628 0.1091538 0.0916916509 [177,] 0.0631 0.1091814 0.0921730165 [178,] 0.0648 0.1093404 0.0949013019 [179,] 0.0669 0.1095432 0.0982725838 [180,] 0.0672 0.1095728 0.0987542282 [181,] 0.0680 0.1096523 0.1000386406 [182,] 0.0693 0.1097837 0.1021258953 [183,] 0.0694 0.1097939 0.1022864577 [184,] 0.0702 0.1098763 0.1035709791 [185,] 0.0747 0.1103586 0.1107971505 [186,] 0.0750 0.1103919 0.1112789398 [187,] 0.0770 0.1106177 0.1144910112 [188,] 0.0783 0.1107679 0.1165789905 [189,] 0.0790 0.1108499 0.1177033304 [190,] 0.0807 0.1110523 0.1204339964 [191,] 0.0814 0.1111370 0.1215584403 [192,] 0.0827 0.1112964 0.1236467483 [193,] 0.0829 0.1113211 0.1239680093 [194,] 0.0835 0.1113958 0.1249317369 [195,] 0.0850 0.1115850 0.1273406913 [196,] 0.0871 0.1118560 0.1307123527 [197,] 0.0879 0.1119610 0.1319965267 [198,] 0.0880 0.1119743 0.1321570380 [199,] 0.0913 0.1124191 0.1374526136 [200,] 0.0935 0.1127254 0.1409815971 [201,] 0.0962 0.1131119 0.1453110915 [202,] 0.1000 0.1136756 0.1514015956 [203,] 0.1011 0.1138431 0.1531640126 [204,] 0.1013 0.1138738 0.1534844220 [205,] 0.1025 0.1140591 0.1554066837 [206,] 0.1058 0.1145807 0.1606911852 [207,] 0.1065 0.1146936 0.1618118160 [208,] 0.1086 0.1150369 0.1651730282 [209,] 0.1109 0.1154211 0.1688531231 [210,] 0.1110 0.1154379 0.1690130939 [211,] 0.1121 0.1156248 0.1707725856 [212,] 0.1123 0.1156590 0.1710924563 [213,] 0.1130 0.1157792 0.1722119148 [214,] 0.1131 0.1157964 0.1723718257 [215,] 0.1146 0.1160568 0.1747698768 [216,] 0.1150 0.1161268 0.1754091574 [217,] 0.1242 0.1178081 0.1900801349 [218,] 0.1246 0.1178842 0.1907167988 [219,] 0.1288 0.1186993 0.1973967243 [220,] 0.1304 0.1190172 0.1999390339 [221,] 0.1330 0.1195424 0.2040674349 [222,] 0.1331 0.1195628 0.2042261490 [223,] 0.1351 0.1199744 0.2073993346 [224,] 0.1361 0.1201826 0.2089851707 [225,] 0.1377 0.1205190 0.2115219439 [226,] 0.1407 0.1211607 0.2162767648 [227,] 0.1441 0.1219052 0.2216629933 [228,] 0.1443 0.1219496 0.2219797452 [229,] 0.1454 0.1221947 0.2237217123 [230,] 0.1508 0.1234259 0.2322690437 [231,] 0.1644 0.1267310 0.2537651540 [232,] 0.1793 0.1306872 0.2772645912 [233,] 0.1814 0.1312729 0.2805716004 [234,] 0.1838 0.1319508 0.2843494433 [235,] 0.1927 0.1345438 0.2983437893 [236,] 0.1978 0.1360858 0.3063526850 [237,] 0.2012 0.1371365 0.3116882021 [238,] 0.2026 0.1375744 0.3138845575 [239,] 0.2056 0.1385231 0.3185907936 [240,] 0.2087 0.1395183 0.3234535610 [241,] 0.2099 0.1399076 0.3253358289 [242,] 0.2385 0.1498517 0.3699860946 [243,] 0.2400 0.1504084 0.3723144684 [244,] 0.2620 0.1589733 0.4062437715 , , n=340 newdata fun 1der [1,] -0.3064 0.11226713 -0.6355276188 [2,] -0.2579 0.08377133 -0.5390220222 [3,] -0.2523 0.08078456 -0.5276728350 [4,] -0.2394 0.07414703 -0.5013650590 [5,] -0.2304 0.06971786 -0.4828766414 [6,] -0.2187 0.06420966 -0.4586527580 [7,] -0.2181 0.06393484 -0.4574033422 [8,] -0.2102 0.06038652 -0.4408881650 [9,] -0.2015 0.05663036 -0.4225763606 [10,] -0.1881 0.05115783 -0.3941916690 [11,] -0.1846 0.04979118 -0.3867500730 [12,] -0.1842 0.04963665 -0.3858987169 [13,] -0.1831 0.04921345 -0.3835565482 [14,] -0.1807 0.04829905 -0.3784415980 [15,] -0.1782 0.04735961 -0.3731067697 [16,] -0.1754 0.04632329 -0.3671236408 [17,] -0.1697 0.04426546 -0.3549144410 [18,] -0.1683 0.04377068 -0.3519094200 [19,] -0.1663 0.04307116 -0.3476122433 [20,] -0.1512 0.03806806 -0.3149941832 [21,] -0.1505 0.03784809 -0.3134731035 [22,] -0.1419 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0.01682496 0.0646369075 [126,] 0.0164 0.01685100 0.0655489435 [127,] 0.0170 0.01689074 0.0669164157 [128,] 0.0183 0.01697965 0.0698768774 [129,] 0.0189 0.01702199 0.0712421390 [130,] 0.0190 0.01702913 0.0714696148 [131,] 0.0196 0.01707242 0.0728340620 [132,] 0.0197 0.01707971 0.0730614020 [133,] 0.0207 0.01715391 0.0753337355 [134,] 0.0211 0.01718422 0.0762421259 [135,] 0.0215 0.01721490 0.0771502071 [136,] 0.0224 0.01728526 0.0791922857 [137,] 0.0225 0.01729319 0.0794190882 [138,] 0.0230 0.01733318 0.0805528146 [139,] 0.0233 0.01735745 0.0812328249 [140,] 0.0240 0.01741487 0.0828189472 [141,] 0.0248 0.01748185 0.0846306962 [142,] 0.0250 0.01749882 0.0850834731 [143,] 0.0267 0.01764673 0.0889294870 [144,] 0.0286 0.01781977 0.0932224890 [145,] 0.0293 0.01788558 0.0948026620 [146,] 0.0308 0.01803033 0.0981861012 [147,] 0.0312 0.01806978 0.0990877423 [148,] 0.0316 0.01810960 0.0999891268 [149,] 0.0326 0.01821071 0.1022414656 [150,] 0.0332 0.01827246 0.1035920992 [151,] 0.0339 0.01834553 0.1051671088 [152,] 0.0350 0.01846257 0.1076405362 [153,] 0.0382 0.01881852 0.1148249291 [154,] 0.0396 0.01898147 0.1179629374 [155,] 0.0398 0.01900511 0.1184109678 [156,] 0.0413 0.01918525 0.1217690291 [157,] 0.0415 0.01920964 0.1222164480 [158,] 0.0421 0.01928338 0.1235582337 [159,] 0.0441 0.01953496 0.1280257515 [160,] 0.0443 0.01956061 0.1284720716 [161,] 0.0455 0.01971638 0.1311483441 [162,] 0.0467 0.01987537 0.1338217912 [163,] 0.0468 0.01988876 0.1340444509 [164,] 0.0470 0.01991561 0.1344897115 [165,] 0.0476 0.01999671 0.1358250160 [166,] 0.0491 0.02020295 0.1391597860 [167,] 0.0507 0.02042844 0.1427112890 [168,] 0.0512 0.02050008 0.1438199513 [169,] 0.0525 0.02068892 0.1466998385 [170,] 0.0531 0.02077733 0.1480277336 [171,] 0.0544 0.02097164 0.1509020718 [172,] 0.0546 0.02100186 0.1513439614 [173,] 0.0564 0.02127786 0.1553174380 [174,] 0.0579 0.02151332 0.1586238140 [175,] 0.0623 0.02223255 0.1682960757 [176,] 0.0628 0.02231698 0.1693926773 [177,] 0.0631 0.02236789 0.1700503915 [178,] 0.0648 0.02266014 0.1737739828 [179,] 0.0669 0.02302989 0.1783662659 [180,] 0.0672 0.02308350 0.1790215943 [181,] 0.0680 0.02322742 0.1807682019 [182,] 0.0693 0.02346426 0.1836035397 [183,] 0.0694 0.02348263 0.1838214939 [184,] 0.0702 0.02363038 0.1855643627 [185,] 0.0747 0.02448744 0.1953426674 [186,] 0.0750 0.02454614 0.1959930249 [187,] 0.0770 0.02494246 0.2003238554 [188,] 0.0783 0.02520471 0.2031343385 [189,] 0.0790 0.02534743 0.2046461885 [190,] 0.0807 0.02569845 0.2083134907 [191,] 0.0814 0.02584480 0.2098217718 [192,] 0.0827 0.02611938 0.2126201038 [193,] 0.0829 0.02616195 0.2130502977 [194,] 0.0835 0.02629017 0.2143403698 [195,] 0.0850 0.02661410 0.2175619827 [196,] 0.0871 0.02707570 0.2220632663 [197,] 0.0879 0.02725404 0.2237752853 [198,] 0.0880 0.02727643 0.2239891808 [199,] 0.0913 0.02802722 0.2310344216 [200,] 0.0935 0.02854065 0.2357169937 [201,] 0.0962 0.02918483 0.2414482443 [202,] 0.1000 0.03011761 0.2494854319 [203,] 0.1011 0.03039332 0.2518056541 [204,] 0.1013 0.03044373 0.2522272073 [205,] 0.1025 0.03074792 0.2547545525 [206,] 0.1058 0.03160005 0.2616873064 [207,] 0.1065 0.03178375 0.2631546011 [208,] 0.1086 0.03234099 0.2675495777 [209,] 0.1109 0.03296188 0.2723512348 [210,] 0.1110 0.03298912 0.2725597205 [211,] 0.1121 0.03329020 0.2748515131 [212,] 0.1123 0.03334521 0.2752678972 [213,] 0.1130 0.03353841 0.2767245014 [214,] 0.1131 0.03356609 0.2769324938 [215,] 0.1146 0.03398383 0.2800495594 [216,] 0.1150 0.03409601 0.2808798841 [217,] 0.1242 0.03676763 0.2998735685 [218,] 0.1246 0.03688775 0.3006947626 [219,] 0.1288 0.03816873 0.3092892961 [220,] 0.1304 0.03866620 0.3125500182 [221,] 0.1330 0.03948571 0.3178334713 [222,] 0.1331 0.03951750 0.3180363054 [223,] 0.1351 0.04015762 0.3220871429 [224,] 0.1361 0.04048072 0.3241083660 [225,] 0.1377 0.04100188 0.3273364760 [226,] 0.1407 0.04199295 0.3333697860 [227,] 0.1441 0.04313798 0.3401769530 [228,] 0.1443 0.04320606 0.3405763626 [229,] 0.1454 0.04358190 0.3427711056 [230,] 0.1508 0.04546186 0.3534956635 [231,] 0.1644 0.05045113 0.3801280561 [232,] 0.1793 0.05632852 0.4086740510 [233,] 0.1814 0.05719090 0.4126452555 [234,] 0.1838 0.05818669 0.4171704523 [235,] 0.1927 0.06197376 0.4338246521 [236,] 0.1978 0.06421039 0.4432721151 [237,] 0.2012 0.06572817 0.4495325789 [238,] 0.2026 0.06635931 0.4521021712 [239,] 0.2056 0.06772386 0.4575922432 [240,] 0.2087 0.06915116 0.4632421140 [241,] 0.2099 0.06970836 0.4654228208 [242,] 0.2385 0.08375117 0.5161858655 [243,] 0.2400 0.08452740 0.5187781954 [244,] 0.2620 0.09635271 0.5559985867 , , n=510 newdata fun 1der [1,] -0.3064 1.211465e-01 -0.7270039720 [2,] -0.2579 8.812886e-02 -0.6346214226 [3,] -0.2523 8.460525e-02 -0.6238058263 [4,] -0.2394 7.672436e-02 -0.5987455280 [5,] -0.2304 7.141704e-02 -0.5810595902 [6,] -0.2187 6.475784e-02 -0.5578245150 [7,] -0.2181 6.442373e-02 -0.5566266343 [8,] -0.2102 6.008880e-02 -0.5408121940 [9,] -0.2015 5.546381e-02 -0.5233070588 [10,] -0.1881 4.863614e-02 -0.4962010443 [11,] -0.1846 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0.1443 9.069209e-03 0.2865828117 [229,] 0.1454 9.385933e-03 0.2892793016 [230,] 0.1508 1.098571e-02 0.3025043012 [231,] 0.1644 1.532903e-02 0.3356940698 [232,] 0.1793 2.060060e-02 0.3718723724 [233,] 0.1814 2.139135e-02 0.3769581253 [234,] 0.1838 2.230362e-02 0.3827675846 [235,] 0.1927 2.580840e-02 0.4042852911 [236,] 0.1978 2.790162e-02 0.4165809607 [237,] 0.2012 2.933362e-02 0.4247622598 [238,] 0.2026 2.993065e-02 0.4281278226 [239,] 0.2056 3.122584e-02 0.4353334881 [240,] 0.2087 3.258939e-02 0.4427703762 [241,] 0.2099 3.312244e-02 0.4456466775 [242,] 0.2385 4.685135e-02 0.5136773303 [243,] 0.2400 4.762451e-02 0.5172034194 [244,] 0.2620 5.957144e-02 0.5681174739 , , n=760 newdata fun 1der [1,] -0.3064 0.112227915 -0.677724224 [2,] -0.2579 0.081836311 -0.574933148 [3,] -0.2523 0.078650589 -0.562819009 [4,] -0.2394 0.071570700 -0.534829379 [5,] -0.2304 0.066845099 -0.515310048 [6,] -0.2187 0.060964176 -0.489984860 [7,] -0.2181 0.060670575 -0.488687547 [8,] -0.2102 0.056877387 -0.471616234 [9,] -0.2015 0.052856009 -0.452843317 [10,] -0.1881 0.046981255 -0.423998300 [11,] -0.1846 0.045510432 -0.416471813 [12,] -0.1842 0.045344016 -0.415611678 [13,] -0.1831 0.044888144 -0.413246429 [14,] -0.1807 0.043902544 -0.408086518 [15,] -0.1782 0.042889046 -0.402712534 [16,] -0.1754 0.041769876 -0.396694730 [17,] -0.1697 0.039543626 -0.384445337 [18,] -0.1683 0.039007509 -0.381436005 [19,] -0.1663 0.038248937 -0.377135866 [20,] -0.1512 0.032799542 -0.344622363 [21,] -0.1505 0.032558835 -0.343112744 [22,] -0.1419 0.029687842 -0.324558280 [23,] -0.1353 0.027592766 -0.310313133 [24,] -0.1337 0.027099028 -0.306860269 [25,] -0.1285 0.025532524 -0.295641604 [26,] -0.1247 0.024424662 -0.287443977 [27,] -0.1209 0.023347947 -0.279248458 [28,] -0.1167 0.022194119 -0.270193603 [29,] -0.1154 0.021844689 -0.267391110 [30,] -0.1141 0.021498902 -0.264588715 [31,] -0.1138 0.021419623 -0.263942021 [32,] -0.1124 0.021052216 -0.260924170 [33,] -0.1123 0.021026135 -0.260708612 [34,] -0.1121 0.020974036 -0.260277499 [35,] -0.1053 0.019253974 -0.245626216 [36,] -0.1039 0.018912206 -0.242613403 [37,] -0.0988 0.017702829 -0.231657344 [38,] -0.0984 0.017610338 -0.230799364 [39,] -0.0977 0.017449303 -0.229298380 [40,] -0.0955 0.016950033 -0.224584907 [41,] -0.0948 0.016793348 -0.223086153 [42,] -0.0923 0.016242320 -0.217736788 [43,] -0.0909 0.015939584 -0.214744063 [44,] -0.0902 0.015789787 -0.213248569 [45,] -0.0888 0.015493331 -0.210259382 [46,] -0.0871 0.015138973 -0.206634045 [47,] -0.0866 0.015035922 -0.205568849 [48,] -0.0807 0.013860077 -0.193031538 [49,] -0.0806 0.013840784 -0.192819475 [50,] -0.0707 0.012035583 -0.171888032 [51,] -0.0693 0.011797006 -0.168936568 [52,] -0.0680 0.011579169 -0.166197328 [53,] -0.0671 0.011430445 -0.164301862 [54,] -0.0648 0.011058118 -0.159461232 [55,] -0.0644 0.010994502 -0.158619912 [56,] -0.0637 0.010883983 -0.157148014 [57,] -0.0636 0.010868279 -0.156937786 [58,] -0.0606 0.010406921 -0.150635933 [59,] -0.0541 0.009472071 -0.137018825 [60,] -0.0537 0.009417431 -0.136182509 [61,] -0.0520 0.009188940 -0.132630108 [62,] -0.0518 0.009162456 -0.132212385 [63,] -0.0516 0.009136055 -0.131794705 [64,] -0.0514 0.009109738 -0.131377069 [65,] -0.0507 0.009018286 -0.129915685 [66,] -0.0468 0.008527480 -0.121781577 [67,] -0.0467 0.008515313 -0.121573180 [68,] -0.0465 0.008491040 -0.121156411 [69,] -0.0407 0.007823354 -0.109084984 [70,] -0.0378 0.007515742 -0.103062481 [71,] -0.0374 0.007474683 -0.102232493 [72,] -0.0365 0.007383514 -0.100365623 [73,] -0.0361 0.007343534 -0.099536171 [74,] -0.0358 0.007313766 -0.098914190 [75,] -0.0345 0.007186929 -0.096220014 [76,] -0.0339 0.007129570 -0.094977136 [77,] -0.0321 0.006961966 -0.091250729 [78,] -0.0306 0.006827417 -0.088147944 [79,] -0.0302 0.006792323 -0.087320927 [80,] -0.0293 0.006714571 -0.085460741 [81,] -0.0290 0.006689026 -0.084840865 [82,] -0.0262 0.006459567 -0.079059830 [83,] -0.0261 0.006451672 -0.078853514 [84,] -0.0254 0.006396979 -0.077409558 [85,] -0.0244 0.006320601 -0.075347536 [86,] -0.0243 0.006313077 -0.075141379 [87,] -0.0240 0.006290627 -0.074522936 [88,] -0.0206 0.006049161 -0.067517053 [89,] -0.0195 0.005976138 -0.065251678 [90,] -0.0193 0.005963129 -0.064839856 [91,] -0.0191 0.005950202 -0.064428055 [92,] -0.0190 0.005943769 -0.064222161 [93,] -0.0186 0.005918245 -0.063398638 [94,] -0.0153 0.005720238 -0.056606110 [95,] -0.0148 0.005692192 -0.055577139 [96,] -0.0142 0.005659216 -0.054342444 [97,] -0.0117 0.005529790 -0.049198699 [98,] -0.0109 0.005491090 -0.047552979 [99,] -0.0096 0.005431009 -0.044878961 [100,] -0.0088 0.005395764 -0.043233386 [101,] -0.0078 0.005353559 -0.041176074 [102,] -0.0075 0.005341299 -0.040558798 [103,] -0.0073 0.005333228 -0.040147255 [104,] -0.0064 0.005297929 -0.038295055 [105,] -0.0060 0.005282776 -0.037471720 [106,] -0.0052 0.005253457 -0.035824801 [107,] -0.0048 0.005239292 -0.035001216 [108,] -0.0039 0.005208625 -0.033147880 [109,] -0.0024 0.005161220 -0.030058175 [110,] -0.0014 0.005132192 -0.027997810 [111,] -0.0006 0.005110454 -0.026349192 [112,] -0.0001 0.005097537 -0.025318618 [113,] 0.0021 0.005046825 -0.020782027 [114,] 0.0044 0.005004484 -0.016035834 [115,] 0.0056 0.004986728 -0.013558525 [116,] 0.0064 0.004976542 -0.011906543 [117,] 0.0072 0.004967678 -0.010254184 [118,] 0.0080 0.004960135 -0.008601477 [119,] 0.0084 0.004956860 -0.007774972 [120,] 0.0085 0.004956093 -0.007568329 [121,] 0.0099 0.004947523 -0.004674546 [122,] 0.0107 0.004944445 -0.003020285 [123,] 0.0137 0.004944694 0.003187540 [124,] 0.0159 0.004956719 0.007745292 [125,] 0.0160 0.004957504 0.007952592 [126,] 0.0164 0.004960851 0.008781905 [127,] 0.0170 0.004966494 0.010026212 [128,] 0.0183 0.004981281 0.012723600 [129,] 0.0189 0.004989289 0.013969190 [130,] 0.0190 0.004990696 0.014176827 [131,] 0.0196 0.004999576 0.015422890 [132,] 0.0197 0.005001128 0.015630606 [133,] 0.0207 0.005017798 0.017708391 [134,] 0.0211 0.005025047 0.018539819 [135,] 0.0215 0.005032630 0.019371428 [136,] 0.0224 0.005050906 0.021243207 [137,] 0.0225 0.005053041 0.021451239 [138,] 0.0230 0.005064027 0.022491566 [139,] 0.0233 0.005070868 0.023115897 [140,] 0.0240 0.005087559 0.024573065 [141,] 0.0248 0.005107884 0.026239074 [142,] 0.0250 0.005113173 0.026655689 [143,] 0.0267 0.005161499 0.030198734 [144,] 0.0286 0.005222642 0.034162554 [145,] 0.0293 0.005247068 0.035624325 [146,] 0.0308 0.005302855 0.038759696 [147,] 0.0312 0.005318526 0.039596487 [148,] 0.0316 0.005334532 0.040433569 [149,] 0.0326 0.005376013 0.042527549 [150,] 0.0332 0.005401907 0.043784835 [151,] 0.0339 0.005433070 0.045252622 [152,] 0.0350 0.005484117 0.047561230 [153,] 0.0382 0.005647074 0.054289069 [154,] 0.0396 0.005725142 0.057237248 [155,] 0.0398 0.005736632 0.057658662 [156,] 0.0413 0.005825491 0.060821274 [157,] 0.0415 0.005837698 0.061243221 [158,] 0.0421 0.005874824 0.062509432 [159,] 0.0441 0.006004066 0.066734152 [160,] 0.0443 0.006017455 0.067156955 [161,] 0.0455 0.006099566 0.069694911 [162,] 0.0467 0.006184724 0.072234794 [163,] 0.0468 0.006191958 0.072446524 [164,] 0.0470 0.006206490 0.072870010 [165,] 0.0476 0.006250593 0.074140682 [166,] 0.0491 0.006364187 0.077318762 [167,] 0.0507 0.006490611 0.080710919 [168,] 0.0512 0.006531232 0.081771447 [169,] 0.0525 0.006639327 0.084530310 [170,] 0.0531 0.006690428 0.085804375 [171,] 0.0544 0.006803769 0.088566770 [172,] 0.0546 0.006821525 0.088991995 [173,] 0.0564 0.006985157 0.092821692 [174,] 0.0579 0.007126785 0.096016585 [175,] 0.0623 0.007569903 0.105403778 [176,] 0.0628 0.007622872 0.106471644 [177,] 0.0631 0.007654909 0.107112423 [178,] 0.0648 0.007840087 0.110744332 [179,] 0.0669 0.008077363 0.115232756 [180,] 0.0672 0.008112029 0.115874135 [181,] 0.0680 0.008205412 0.117584693 [182,] 0.0693 0.008360080 0.120365017 [183,] 0.0694 0.008372127 0.120578922 [184,] 0.0702 0.008469275 0.122290339 [185,] 0.0747 0.009041251 0.131923096 [186,] 0.0750 0.009080925 0.132565668 [187,] 0.0770 0.009350341 0.136850750 [188,] 0.0783 0.009530058 0.139637232 [189,] 0.0790 0.009628329 0.141138031 [190,] 0.0807 0.009871363 0.144783910 [191,] 0.0814 0.009973237 0.146285539 [192,] 0.0827 0.010165222 0.149074843 [193,] 0.0829 0.010195079 0.149504032 [194,] 0.0835 0.010285168 0.150791703 [195,] 0.0850 0.010513770 0.154011567 [196,] 0.0871 0.010841930 0.158520624 [197,] 0.0879 0.010969433 0.160238476 [198,] 0.0880 0.010985468 0.160453204 [199,] 0.0913 0.011526651 0.167534821 [200,] 0.0935 0.011900415 0.172250118 [201,] 0.0962 0.012373301 0.178035235 [202,] 0.1000 0.013065304 0.186176831 [203,] 0.1011 0.013271394 0.188532965 [204,] 0.1013 0.013309144 0.188961280 [205,] 0.1025 0.013537439 0.191530783 [206,] 0.1058 0.014181147 0.198594974 [207,] 0.1065 0.014320688 0.200093291 [208,] 0.1086 0.014745604 0.204587993 [209,] 0.1109 0.015221818 0.209511256 [210,] 0.1110 0.015242780 0.209725372 [211,] 0.1121 0.015474773 0.212081023 [212,] 0.1123 0.015517232 0.212509399 [213,] 0.1130 0.015666513 0.214008897 [214,] 0.1131 0.015687925 0.214223135 [215,] 0.1146 0.016011671 0.217437466 [216,] 0.1150 0.016098817 0.218294954 [217,] 0.1242 0.018197970 0.238050231 [218,] 0.1246 0.018293362 0.238909947 [219,] 0.1288 0.019315745 0.247940032 [220,] 0.1304 0.019715202 0.251381538 [221,] 0.1330 0.020376068 0.256976791 [222,] 0.1331 0.020401776 0.257192074 [223,] 0.1351 0.020920467 0.261498890 [224,] 0.1361 0.021183043 0.263652963 [225,] 0.1377 0.021607646 0.267100231 [226,] 0.1407 0.022418645 0.273566367 [227,] 0.1441 0.023361236 0.280899930 [228,] 0.1443 0.023417459 0.281331496 [229,] 0.1454 0.023728230 0.283705393 [230,] 0.1508 0.025291697 0.295355473 [231,] 0.1644 0.029507837 0.324654423 [232,] 0.1793 0.034583884 0.356666555 [233,] 0.1814 0.035337609 0.361166654 [234,] 0.1838 0.036210579 0.366308531 [235,] 0.1927 0.039555572 0.385377487 [236,] 0.1978 0.041548888 0.396317569 [237,] 0.2012 0.042908779 0.403619689 [238,] 0.2026 0.043475954 0.406630493 [239,] 0.2056 0.044705534 0.413091817 [240,] 0.2087 0.045996485 0.419780751 [241,] 0.2099 0.046501776 0.422372337 [242,] 0.2385 0.059467659 0.484416890 [243,] 0.2400 0.060196735 0.487685797 [244,] 0.2620 0.071453538 0.535656135 > # default 7 digits > (pEx1 <- vapply(Pen01Exp, predict, FUN.VALUE=prV, newdata = newd)) , , n=6 newdata fun 1der [1,] -0.3064 3.072455e-05 1.820065 [2,] -0.2579 3.714025e-05 1.820065 [3,] -0.2523 3.788103e-05 1.820065 [4,] -0.2394 3.958747e-05 1.820065 [5,] -0.2304 4.077801e-05 1.820065 [6,] -0.2187 4.232572e-05 1.820065 [7,] -0.2181 4.240508e-05 1.820065 [8,] -0.2102 4.345012e-05 1.820065 [9,] -0.2015 4.460097e-05 1.820065 [10,] -0.1881 1.723634e+00 1.820065 [11,] -0.1846 1.730005e+00 1.820065 [12,] -0.1842 1.730733e+00 1.820065 [13,] -0.1831 1.732735e+00 1.820065 [14,] -0.1807 1.737103e+00 1.820065 [15,] -0.1782 1.741653e+00 1.820065 [16,] -0.1754 1.746721e+00 1.820066 [17,] -0.1697 1.757095e+00 1.820098 [18,] -0.1683 1.759643e+00 1.820112 [19,] -0.1663 1.763283e+00 1.820138 [20,] -0.1512 1.790770e+00 1.820507 [21,] -0.1505 1.792044e+00 1.820531 [22,] -0.1419 1.807702e+00 1.820890 [23,] -0.1353 1.819721e+00 1.821234 [24,] -0.1337 1.822635e+00 1.821326 [25,] -0.1285 1.832107e+00 1.821651 [26,] -0.1247 1.839030e+00 1.821911 [27,] -0.1209 1.845954e+00 1.822192 [28,] -0.1167 1.853607e+00 1.822525 [29,] -0.1154 1.855977e+00 1.822633 [30,] -0.1141 1.858346e+00 1.822743 [31,] -0.1138 1.858893e+00 1.822769 [32,] -0.1124 1.861445e+00 1.822891 [33,] -0.1123 1.861627e+00 1.822899 [34,] -0.1121 1.861992e+00 1.822917 [35,] -0.1053 1.874390e+00 1.823551 [36,] -0.1039 1.876943e+00 1.823689 [37,] -0.0988 1.886245e+00 1.824215 [38,] -0.0984 1.886975e+00 1.824258 [39,] -0.0977 1.888252e+00 1.824334 [40,] -0.0955 1.892266e+00 1.824575 [41,] -0.0948 1.893543e+00 1.824653 [42,] -0.0923 1.898105e+00 1.824938 [43,] -0.0909 1.900660e+00 1.825102 [44,] -0.0902 1.901937e+00 1.825184 [45,] -0.0888 1.904493e+00 1.825351 [46,] -0.0871 1.907596e+00 1.825558 [47,] -0.0866 1.908509e+00 1.825620 [48,] -0.0807 1.919282e+00 1.826372 [49,] -0.0806 1.919465e+00 1.826386 [50,] -0.0707 1.937553e+00 1.827757 [51,] -0.0693 1.940112e+00 1.827962 [52,] -0.0680 1.942488e+00 1.828154 [53,] -0.0671 1.944134e+00 1.828289 [54,] -0.0648 1.948339e+00 1.828638 [55,] -0.0644 1.949071e+00 1.828700 [56,] -0.0637 1.950351e+00 1.828808 [57,] -0.0636 1.950534e+00 1.828823 [58,] -0.0606 1.956049e+00 1.829294 [59,] -0.0541 1.967943e+00 1.830317 [60,] -0.0537 1.968675e+00 1.830379 [61,] -0.0520 1.971787e+00 1.830644 [62,] -0.0518 1.972153e+00 1.830675 [63,] -0.0516 1.972519e+00 1.830706 [64,] -0.0514 1.972885e+00 1.830737 [65,] -0.0507 1.974167e+00 1.830846 [66,] -0.0468 1.981308e+00 1.831448 [67,] -0.0467 1.981492e+00 1.831463 [68,] -0.0465 1.981858e+00 1.831494 [69,] -0.0407 1.992483e+00 1.832379 [70,] -0.0378 1.997798e+00 1.832817 [71,] -0.0374 1.998531e+00 1.832878 [72,] -0.0365 2.000181e+00 1.833013 [73,] -0.0361 2.000914e+00 1.833073 [74,] -0.0358 2.001464e+00 1.833118 [75,] -0.0345 2.003847e+00 1.833313 [76,] -0.0339 2.004947e+00 1.833402 [77,] -0.0321 2.008247e+00 1.833671 [78,] -0.0306 2.010998e+00 1.833893 [79,] -0.0302 2.011731e+00 1.833953 [80,] -0.0293 2.013382e+00 1.834086 [81,] -0.0290 2.013932e+00 1.834130 [82,] -0.0262 2.019068e+00 1.834543 [83,] -0.0261 2.019252e+00 1.834557 [84,] -0.0254 2.020536e+00 1.834660 [85,] -0.0244 2.022371e+00 1.834806 [86,] -0.0243 2.022554e+00 1.834821 [87,] -0.0240 2.023105e+00 1.834865 [88,] -0.0206 2.029344e+00 1.835359 [89,] -0.0195 2.031363e+00 1.835518 [90,] -0.0193 2.031730e+00 1.835547 [91,] -0.0191 2.032097e+00 1.835576 [92,] -0.0190 2.032281e+00 1.835591 [93,] -0.0186 2.033015e+00 1.835648 [94,] -0.0153 2.039074e+00 1.836122 [95,] -0.0148 2.039992e+00 1.836194 [96,] -0.0142 2.041093e+00 1.836280 [97,] -0.0117 2.045685e+00 1.836635 [98,] -0.0109 2.047154e+00 1.836749 [99,] -0.0096 2.049542e+00 1.836933 [100,] -0.0088 2.051011e+00 1.837045 [101,] -0.0078 2.052849e+00 1.837186 [102,] -0.0075 2.053400e+00 1.837228 [103,] -0.0073 2.053767e+00 1.837256 [104,] -0.0064 2.055421e+00 1.837383 [105,] -0.0060 2.056156e+00 1.837439 [106,] -0.0052 2.057626e+00 1.837550 [107,] -0.0048 2.058361e+00 1.837606 [108,] -0.0039 2.060015e+00 1.837732 [109,] -0.0024 2.062771e+00 1.837940 [110,] -0.0014 2.064609e+00 1.838079 [111,] -0.0006 2.066080e+00 1.838190 [112,] -0.0001 2.066999e+00 1.838259 [113,] 0.0021 2.071043e+00 1.838561 [114,] 0.0044 2.075273e+00 1.838876 [115,] 0.0056 2.077479e+00 1.839040 [116,] 0.0064 2.078951e+00 1.839148 [117,] 0.0072 2.080422e+00 1.839257 [118,] 0.0080 2.081893e+00 1.839365 [119,] 0.0084 2.082629e+00 1.839419 [120,] 0.0085 2.082813e+00 1.839433 [121,] 0.0099 2.085388e+00 1.839622 [122,] 0.0107 2.086860e+00 1.839729 [123,] 0.0137 2.092380e+00 1.840131 [124,] 0.0159 2.096429e+00 1.840423 [125,] 0.0160 2.096613e+00 1.840436 [126,] 0.0164 2.097349e+00 1.840489 [127,] 0.0170 2.098453e+00 1.840569 [128,] 0.0183 2.100846e+00 1.840740 [129,] 0.0189 2.101950e+00 1.840819 [130,] 0.0190 2.102135e+00 1.840833 [131,] 0.0196 2.103239e+00 1.840912 [132,] 0.0197 2.103423e+00 1.840925 [133,] 0.0207 2.105264e+00 1.841056 [134,] 0.0211 2.106001e+00 1.841108 [135,] 0.0215 2.106737e+00 1.841160 [136,] 0.0224 2.108394e+00 1.841278 [137,] 0.0225 2.108578e+00 1.841291 [138,] 0.0230 2.109499e+00 1.841356 [139,] 0.0233 2.110051e+00 1.841395 [140,] 0.0240 2.111340e+00 1.841486 [141,] 0.0248 2.112814e+00 1.841590 [142,] 0.0250 2.113182e+00 1.841616 [143,] 0.0267 2.116313e+00 1.841836 [144,] 0.0286 2.119813e+00 1.842080 [145,] 0.0293 2.121102e+00 1.842170 [146,] 0.0308 2.123865e+00 1.842362 [147,] 0.0312 2.124602e+00 1.842413 [148,] 0.0316 2.125339e+00 1.842463 [149,] 0.0326 2.127182e+00 1.842591 [150,] 0.0332 2.128287e+00 1.842667 [151,] 0.0339 2.129577e+00 1.842755 [152,] 0.0350 2.131604e+00 1.842894 [153,] 0.0382 2.137502e+00 1.843296 [154,] 0.0396 2.140083e+00 1.843471 [155,] 0.0398 2.140452e+00 1.843496 [156,] 0.0413 2.143217e+00 1.843683 [157,] 0.0415 2.143586e+00 1.843707 [158,] 0.0421 2.144692e+00 1.843782 [159,] 0.0441 2.148380e+00 1.844029 [160,] 0.0443 2.148749e+00 1.844053 [161,] 0.0455 2.150962e+00 1.844201 [162,] 0.0467 2.153175e+00 1.844347 [163,] 0.0468 2.153359e+00 1.844360 [164,] 0.0470 2.153728e+00 1.844384 [165,] 0.0476 2.154835e+00 1.844457 [166,] 0.0491 2.157602e+00 1.844640 [167,] 0.0507 2.160553e+00 1.844834 [168,] 0.0512 2.161476e+00 1.844894 [169,] 0.0525 2.163874e+00 1.845051 [170,] 0.0531 2.164981e+00 1.845123 [171,] 0.0544 2.167380e+00 1.845279 [172,] 0.0546 2.167749e+00 1.845303 [173,] 0.0564 2.171071e+00 1.845517 [174,] 0.0579 2.173839e+00 1.845695 [175,] 0.0623 2.181961e+00 1.846213 [176,] 0.0628 2.182884e+00 1.846272 [177,] 0.0631 2.183438e+00 1.846307 [178,] 0.0648 2.186577e+00 1.846505 [179,] 0.0669 2.190455e+00 1.846748 [180,] 0.0672 2.191009e+00 1.846782 [181,] 0.0680 2.192487e+00 1.846875 [182,] 0.0693 2.194888e+00 1.847024 [183,] 0.0694 2.195072e+00 1.847035 [184,] 0.0702 2.196550e+00 1.847127 [185,] 0.0747 2.204863e+00 1.847638 [186,] 0.0750 2.205418e+00 1.847672 [187,] 0.0770 2.209113e+00 1.847896 [188,] 0.0783 2.211515e+00 1.848042 [189,] 0.0790 2.212809e+00 1.848120 [190,] 0.0807 2.215951e+00 1.848309 [191,] 0.0814 2.217245e+00 1.848386 [192,] 0.0827 2.219648e+00 1.848529 [193,] 0.0829 2.220018e+00 1.848551 [194,] 0.0835 2.221127e+00 1.848617 [195,] 0.0850 2.223900e+00 1.848782 [196,] 0.0871 2.227783e+00 1.849011 [197,] 0.0879 2.229262e+00 1.849097 [198,] 0.0880 2.229447e+00 1.849108 [199,] 0.0913 2.235549e+00 1.849464 [200,] 0.0935 2.239618e+00 1.849699 [201,] 0.0962 2.244613e+00 1.849985 [202,] 0.1000 2.251644e+00 1.850384 [203,] 0.1011 2.253679e+00 1.850498 [204,] 0.1013 2.254049e+00 1.850519 [205,] 0.1025 2.256270e+00 1.850644 [206,] 0.1058 2.262378e+00 1.850983 [207,] 0.1065 2.263673e+00 1.851055 [208,] 0.1086 2.267561e+00 1.851268 [209,] 0.1109 2.271819e+00 1.851501 [210,] 0.1110 2.272004e+00 1.851511 [211,] 0.1121 2.274041e+00 1.851621 [212,] 0.1123 2.274411e+00 1.851641 [213,] 0.1130 2.275707e+00 1.851711 [214,] 0.1131 2.275893e+00 1.851721 [215,] 0.1146 2.278670e+00 1.851871 [216,] 0.1150 2.279411e+00 1.851910 [217,] 0.1242 2.296453e+00 1.852809 [218,] 0.1246 2.297194e+00 1.852847 [219,] 0.1288 2.304977e+00 1.853248 [220,] 0.1304 2.307942e+00 1.853398 [221,] 0.1330 2.312761e+00 1.853642 [222,] 0.1331 2.312946e+00 1.853651 [223,] 0.1351 2.316654e+00 1.853837 [224,] 0.1361 2.318508e+00 1.853929 [225,] 0.1377 2.321474e+00 1.854076 [226,] 0.1407 2.327037e+00 1.854349 [227,] 0.1441 2.333342e+00 1.854655 [228,] 0.1443 2.333713e+00 1.854673 [229,] 0.1454 2.335753e+00 1.854771 [230,] 0.1508 2.345770e+00 1.855247 [231,] 0.1644 2.371010e+00 1.856401 [232,] 0.1793 2.398679e+00 1.857595 [233,] 0.1814 2.402580e+00 1.857757 [234,] 0.1838 2.407039e+00 1.857940 [235,] 0.1927 2.423578e+00 1.858604 [236,] 0.1978 2.433057e+00 1.858972 [237,] 0.2012 2.439378e+00 1.859213 [238,] 0.2026 2.441981e+00 1.859311 [239,] 0.2056 2.447560e+00 1.859519 [240,] 0.2087 2.453324e+00 1.859730 [241,] 0.2099 2.455556e+00 1.859811 [242,] 0.2385 2.508773e+00 1.861598 [243,] 0.2400 2.511565e+00 1.861684 [244,] 0.2620 2.552536e+00 1.862859 , , n=9 newdata fun 1der [1,] -0.3064 0.4717832458 1.904829 [2,] -0.2579 0.0004322761 1.906702 [3,] -0.2523 0.0004716046 1.906702 [4,] -0.2394 0.0005622007 1.906702 [5,] -0.2304 0.0006254073 1.906702 [6,] -0.2187 0.0007075759 1.906702 [7,] -0.2181 0.0007117897 1.906702 [8,] -0.2102 0.0007672710 1.906702 [9,] -0.2015 0.0008283708 1.906702 [10,] -0.1881 0.0009224784 1.906702 [11,] -0.1846 0.0009470587 1.906702 [12,] -0.1842 0.0009498679 1.906702 [13,] -0.1831 0.0009575931 1.906702 [14,] -0.1807 0.0009744482 1.906702 [15,] -0.1782 0.0009920056 1.906702 [16,] -0.1754 0.0010116699 1.906702 [17,] -0.1697 0.0010517007 1.906702 [18,] -0.1683 0.0010615329 1.906702 [19,] -0.1663 0.0010755788 1.906702 [20,] -0.1512 0.0011816254 1.906702 [21,] -0.1505 0.0011865415 1.906702 [22,] -0.1419 0.0012469389 1.906702 [23,] -0.1353 0.0012932904 1.906702 [24,] -0.1337 0.0013045271 1.906702 [25,] -0.1285 0.0013410465 1.906702 [26,] -0.1247 0.0013677337 1.906702 [27,] -0.1209 0.0013944210 1.906702 [28,] -0.1167 0.0014239174 1.906702 [29,] -0.1154 0.0014330472 1.906702 [30,] -0.1141 0.0014421771 1.906702 [31,] -0.1138 0.0014442839 1.906702 [32,] -0.1124 0.0014541161 1.906702 [33,] -0.1123 0.0014548184 1.906702 [34,] -0.1121 0.0014562230 1.906702 [35,] -0.1053 0.0015039791 1.906702 [36,] -0.1039 0.0015138112 1.906702 [37,] -0.0988 0.0015496283 1.906702 [38,] -0.0984 0.0015524375 1.906702 [39,] -0.0977 0.0015573535 1.906702 [40,] -0.0955 0.0015728040 1.906702 [41,] -0.0948 0.0015777201 1.906702 [42,] -0.0923 0.0015952775 1.906702 [43,] -0.0909 0.0016051096 1.906702 [44,] -0.0902 0.0016100257 1.906702 [45,] -0.0888 0.0016198578 1.906702 [46,] -0.0871 0.0016317969 1.906702 [47,] -0.0866 0.0016353083 1.906702 [48,] -0.0807 0.0016767438 1.906702 [49,] -0.0806 0.0016774461 1.906702 [50,] -0.0707 0.0017469733 1.906702 [51,] -0.0693 0.0017568055 1.906702 [52,] -0.0680 0.0017659353 1.906702 [53,] -0.0671 0.0017722560 1.906702 [54,] -0.0648 0.0017884088 1.906702 [55,] -0.0644 0.0017912179 1.906702 [56,] -0.0637 0.0017961340 1.906702 [57,] -0.0636 0.0017968363 1.906702 [58,] -0.0606 0.0018179052 1.906702 [59,] -0.0541 0.0018635544 1.906702 [60,] -0.0537 0.0018663636 1.906702 [61,] -0.0520 0.0018783026 1.906702 [62,] -0.0518 0.0018797072 1.906702 [63,] -0.0516 0.0018811118 1.906702 [64,] -0.0514 0.0018825164 1.906702 [65,] -0.0507 0.0018874324 1.906702 [66,] -0.0468 0.0019148220 1.906702 [67,] -0.0467 0.0019155242 1.906702 [68,] -0.0465 0.0019169288 1.906702 [69,] -0.0407 0.9783658521 1.906702 [70,] -0.0378 0.9838952867 1.906702 [71,] -0.0374 0.9846579673 1.906702 [72,] -0.0365 0.9863739988 1.906702 [73,] -0.0361 0.9871366794 1.906702 [74,] -0.0358 0.9877086899 1.906702 [75,] -0.0345 0.9901874019 1.906702 [76,] -0.0339 0.9913314229 1.906702 [77,] -0.0321 0.9947634858 1.906702 [78,] -0.0306 0.9976235382 1.906702 [79,] -0.0302 0.9983862188 1.906702 [80,] -0.0293 1.0001022502 1.906702 [81,] -0.0290 1.0006742607 1.906702 [82,] -0.0262 1.0060130252 1.906702 [83,] -0.0261 1.0062036953 1.906702 [84,] -0.0254 1.0075383865 1.906702 [85,] -0.0244 1.0094450880 1.906702 [86,] -0.0243 1.0096357582 1.906702 [87,] -0.0240 1.0102077687 1.906702 [88,] -0.0206 1.0166905541 1.906702 [89,] -0.0195 1.0187879259 1.906702 [90,] -0.0193 1.0191692662 1.906702 [91,] -0.0191 1.0195506065 1.906702 [92,] -0.0190 1.0197412767 1.906702 [93,] -0.0186 1.0205039573 1.906702 [94,] -0.0153 1.0267960725 1.906702 [95,] -0.0148 1.0277494233 1.906702 [96,] -0.0142 1.0288934443 1.906702 [97,] -0.0117 1.0336601983 1.906702 [98,] -0.0109 1.0351855596 1.906702 [99,] -0.0096 1.0376642716 1.906702 [100,] -0.0088 1.0391896329 1.906702 [101,] -0.0078 1.0410963345 1.906702 [102,] -0.0075 1.0416683450 1.906702 [103,] -0.0073 1.0420496853 1.906702 [104,] -0.0064 1.0437657167 1.906702 [105,] -0.0060 1.0445283974 1.906702 [106,] -0.0052 1.0460537586 1.906702 [107,] -0.0048 1.0468164393 1.906702 [108,] -0.0039 1.0475015562 1.906703 [109,] -0.0024 1.0503616232 1.906723 [110,] -0.0014 1.0522683590 1.906750 [111,] -0.0006 1.0537937701 1.906779 [112,] -0.0001 1.0547471648 1.906800 [113,] 0.0021 1.0589422536 1.906925 [114,] 0.0044 1.0633283839 1.907110 [115,] 0.0056 1.0656169857 1.907229 [116,] 0.0064 1.0671428030 1.907316 [117,] 0.0072 1.0686686928 1.907410 [118,] 0.0080 1.0701946605 1.907510 [119,] 0.0084 1.0709576752 1.907563 [120,] 0.0085 1.0711484323 1.907577 [121,] 0.0099 1.0738191771 1.907776 [122,] 0.0107 1.0753454470 1.907900 [123,] 0.0137 1.0810699045 1.908421 [124,] 0.0159 1.0852689082 1.908863 [125,] 0.0160 1.0854597956 1.908885 [126,] 0.0164 1.0862233667 1.908971 [127,] 0.0170 1.0873687888 1.909103 [128,] 0.0183 1.0898508164 1.909403 [129,] 0.0189 1.0909965017 1.909548 [130,] 0.0190 1.0911874577 1.909572 [131,] 0.0196 1.0923332456 1.909721 [132,] 0.0197 1.0925242189 1.909746 [133,] 0.0207 1.0944340931 1.910004 [134,] 0.0211 1.0951981157 1.910110 [135,] 0.0215 1.0959621811 1.910217 [136,] 0.0224 1.0976814876 1.910465 [137,] 0.0225 1.0978725355 1.910493 [138,] 0.0230 1.0988278177 1.910635 [139,] 0.0233 1.0994010213 1.910722 [140,] 0.0240 1.1007385982 1.910927 [141,] 0.0248 1.1022674361 1.911168 [142,] 0.0250 1.1026496759 1.911230 [143,] 0.0267 1.1058992194 1.911768 [144,] 0.0286 1.1095321771 1.912405 [145,] 0.0293 1.1108709455 1.912649 [146,] 0.0308 1.1137403211 1.913189 [147,] 0.0312 1.1145056264 1.913337 [148,] 0.0316 1.1152709912 1.913487 [149,] 0.0326 1.1171846683 1.913869 [150,] 0.0332 1.1183330596 1.914103 [151,] 0.0339 1.1196730286 1.914381 [152,] 0.0350 1.1217790920 1.914828 [153,] 0.0382 1.1279087068 1.916200 [154,] 0.0396 1.1305918275 1.916833 [155,] 0.0398 1.1309752034 1.916926 [156,] 0.0413 1.1338511175 1.917631 [157,] 0.0415 1.1342346532 1.917726 [158,] 0.0421 1.1353853758 1.918016 [159,] 0.0441 1.1392223944 1.919009 [160,] 0.0443 1.1396062064 1.919111 [161,] 0.0455 1.1419095092 1.919730 [162,] 0.0467 1.1442135633 1.920363 [163,] 0.0468 1.1444056023 1.920417 [164,] 0.0470 1.1447896963 1.920524 [165,] 0.0476 1.1459421077 1.920848 [166,] 0.0491 1.1488239973 1.921675 [167,] 0.0507 1.1518994008 1.922584 [168,] 0.0512 1.1528607647 1.922873 [169,] 0.0525 1.1553609944 1.923637 [170,] 0.0531 1.1565152842 1.923996 [171,] 0.0544 1.1590169907 1.924786 [172,] 0.0546 1.1594019603 1.924909 [173,] 0.0564 1.1628678064 1.926036 [174,] 0.0579 1.1657575819 1.927001 [175,] 0.0623 1.1742428404 1.929968 [176,] 0.0628 1.1752079117 1.930318 [177,] 0.0631 1.1757870387 1.930529 [178,] 0.0648 1.1790699660 1.931743 [179,] 0.0669 1.1831282383 1.933285 [180,] 0.0672 1.1837082575 1.933509 [181,] 0.0680 1.1852553054 1.934111 [182,] 0.0693 1.1877702935 1.935104 [183,] 0.0694 1.1879638078 1.935181 [184,] 0.0702 1.1895122003 1.935801 [185,] 0.0747 1.1982313599 1.939416 [186,] 0.0750 1.1988132219 1.939664 [187,] 0.0770 1.2026942241 1.941345 [188,] 0.0783 1.2052186950 1.942460 [189,] 0.0790 1.2065786291 1.943067 [190,] 0.0807 1.2098831112 1.944564 [191,] 0.0814 1.2112445245 1.945189 [192,] 0.0827 1.2137740318 1.946364 [193,] 0.0829 1.2141633227 1.946546 [194,] 0.0835 1.2153314148 1.947095 [195,] 0.0850 1.2182530967 1.948485 [196,] 0.0871 1.2223469909 1.950470 [197,] 0.0879 1.2239076736 1.951238 [198,] 0.0880 1.2241028023 1.951335 [199,] 0.0913 1.2305475267 1.954578 [200,] 0.0935 1.2348500369 1.956803 [201,] 0.0962 1.2401371695 1.959604 [202,] 0.1000 1.2475913493 1.963674 [203,] 0.1011 1.2497520530 1.964880 [204,] 0.1013 1.2501450511 1.965101 [205,] 0.1025 1.2525039706 1.966434 [206,] 0.1058 1.2589993477 1.970177 [207,] 0.1065 1.2603787544 1.970986 [208,] 0.1086 1.2645203959 1.973442 [209,] 0.1109 1.2690624578 1.976186 [210,] 0.1110 1.2692600824 1.976306 [211,] 0.1121 1.2714347512 1.977639 [212,] 0.1123 1.2718303034 1.977883 [213,] 0.1130 1.2732151207 1.978739 [214,] 0.1131 1.2734130007 1.978862 [215,] 0.1146 1.2763826803 1.980715 [216,] 0.1150 1.2771750659 1.981213 [217,] 0.1242 1.2954563835 1.993134 [218,] 0.1246 1.2962537445 1.993672 [219,] 0.1288 1.3056700331 1.999369 [220,] 0.1304 1.3088707530 2.001529 [221,] 0.1330 1.3140792704 2.005019 [222,] 0.1331 1.3142797790 2.005153 [223,] 0.1351 1.3182927552 2.007821 [224,] 0.1361 1.3203012410 2.009150 [225,] 0.1377 1.3235175774 2.011269 [226,] 0.1407 1.3295573162 2.015218 [227,] 0.1441 1.3364166152 2.019657 [228,] 0.1443 1.3368205726 2.019917 [229,] 0.1454 1.3390432658 2.021343 [230,] 0.1508 1.3499773097 2.028286 [231,] 0.1644 1.3776785857 2.045325 [232,] 0.1793 1.4082884784 2.063258 [233,] 0.1814 1.4126239118 2.065724 [234,] 0.1838 1.4175850121 2.068523 [235,] 0.1927 1.4360404932 2.078730 [236,] 0.1978 1.4466566568 2.084456 [237,] 0.2012 1.4537502228 2.088223 [238,] 0.2026 1.4566748138 2.089763 [239,] 0.2056 1.4629490242 2.093039 [240,] 0.2087 1.4694426505 2.096392 [241,] 0.2099 1.4719590945 2.097681 [242,] 0.2385 1.5323777231 2.126927 [243,] 0.2400 1.5355692063 2.128383 [244,] 0.2620 1.5826217397 2.148841 , , n=13 newdata fun 1der [1,] -0.3064 0.3454279 1.058258 [2,] -0.2579 0.3978552 1.104201 [3,] -0.2523 0.4040541 1.109703 [4,] -0.2394 0.4184518 1.122533 [5,] -0.2304 0.4285954 1.131612 [6,] -0.2187 0.4419050 1.143572 [7,] -0.2181 0.4425913 1.144190 [8,] -0.2102 0.4516627 1.152373 [9,] -0.2015 0.4617279 1.161479 [10,] -0.1881 0.4773867 1.175696 [11,] -0.1846 0.4815082 1.179448 [12,] -0.1842 0.4819801 1.179878 [13,] -0.1831 0.4832786 1.181061 [14,] -0.1807 0.4861162 1.183648 [15,] -0.1782 0.4890787 1.186350 [16,] -0.1754 0.4924048 1.189387 [17,] -0.1697 0.4992020 1.195599 [18,] -0.1683 0.5008769 1.197132 [19,] -0.1663 0.5032733 1.199325 [20,] -0.1512 0.5215091 1.216055 [21,] -0.1505 0.5223606 1.216838 [22,] -0.1419 0.5328669 1.226507 [23,] -0.1353 0.5409865 1.233992 [24,] -0.1337 0.5429624 1.235815 [25,] -0.1285 0.5494040 1.241764 [26,] -0.1247 0.5541310 1.246133 [27,] -0.1209 0.5588747 1.250521 [28,] -0.1167 0.5641371 1.255393 [29,] -0.1154 0.5657701 1.256905 [30,] -0.1141 0.5674050 1.258420 [31,] -0.1138 0.5677826 1.258770 [32,] -0.1124 0.5695460 1.260404 [33,] -0.1123 0.5696721 1.260521 [34,] -0.1121 0.5699242 1.260755 [35,] -0.1053 0.5785244 1.268732 [36,] -0.1039 0.5803018 1.270381 [37,] -0.0988 0.5867961 1.276413 [38,] -0.0984 0.5873068 1.276887 [39,] -0.0977 0.5882009 1.277718 [40,] -0.0955 0.5910148 1.280334 [41,] -0.0948 0.5919113 1.281167 [42,] -0.0923 0.5951179 1.284149 [43,] -0.0909 0.5969169 1.285823 [44,] -0.0902 0.5978173 1.286660 [45,] -0.0888 0.5996198 1.288338 [46,] -0.0871 0.6018117 1.290378 [47,] -0.0866 0.6024570 1.290979 [48,] -0.0807 0.6100948 1.298092 [49,] -0.0806 0.6102246 1.298213 [50,] -0.0707 0.6231364 1.310253 [51,] -0.0693 0.6249719 1.311965 [52,] -0.0680 0.6266785 1.313558 [53,] -0.0671 0.6278612 1.314662 [54,] -0.0648 0.6308882 1.317488 [55,] -0.0644 0.6314153 1.317980 [56,] -0.0637 0.6323382 1.318842 [57,] -0.0636 0.6324701 1.318966 [58,] -0.0606 0.6364325 1.322667 [59,] -0.0541 0.6450560 1.330726 [60,] -0.0537 0.6455884 1.331224 [61,] -0.0520 0.6478533 1.333342 [62,] -0.0518 0.6481200 1.333591 [63,] -0.0516 0.6483867 1.333841 [64,] -0.0514 0.6486535 1.334090 [65,] -0.0507 0.6495877 1.334964 [66,] -0.0468 0.6548035 1.339843 [67,] -0.0467 0.6549375 1.339969 [68,] -0.0465 0.6552055 1.340220 [69,] -0.0407 0.6629999 1.347515 [70,] -0.0378 0.6669131 1.351179 [71,] -0.0374 0.6674536 1.351685 [72,] -0.0365 0.6686707 1.352825 [73,] -0.0361 0.6692119 1.353332 [74,] -0.0358 0.6696179 1.353712 [75,] -0.0345 0.6713788 1.355362 [76,] -0.0339 0.6721923 1.356124 [77,] -0.0321 0.6746354 1.358413 [78,] -0.0306 0.6766744 1.360324 [79,] -0.0302 0.6772187 1.360834 [80,] -0.0293 0.6784439 1.361982 [81,] -0.0290 0.6788526 1.362365 [82,] -0.0262 0.6826722 1.365945 [83,] -0.0261 0.6828088 1.366073 [84,] -0.0254 0.6837654 1.366970 [85,] -0.0244 0.6851330 1.368252 [86,] -0.0243 0.6852698 1.368380 [87,] -0.0240 0.6856804 1.368765 [88,] -0.0206 0.6903416 1.373136 [89,] -0.0195 0.6918528 1.374553 [90,] -0.0193 0.6921278 1.374811 [91,] -0.0191 0.6924028 1.375069 [92,] -0.0190 0.6925403 1.375198 [93,] -0.0186 0.6930905 1.375714 [94,] -0.0153 0.6976374 1.379980 [95,] -0.0148 0.6983275 1.380627 [96,] -0.0142 0.6991561 1.381405 [97,] -0.0117 0.7026137 1.384647 [98,] -0.0109 0.7037218 1.385683 [99,] -0.0096 0.7055243 1.387364 [100,] -0.0088 0.7066346 1.388398 [101,] -0.0078 0.7080236 1.389689 [102,] -0.0075 0.7084406 1.390075 [103,] -0.0073 0.7087186 1.390333 [104,] -0.0064 0.7099705 1.391493 [105,] -0.0060 0.7105272 1.392008 [106,] -0.0052 0.7116412 1.393037 [107,] -0.0048 0.7121985 1.393551 [108,] -0.0039 0.7134532 1.394708 [109,] -0.0024 0.7155467 1.396632 [110,] -0.0014 0.7169440 1.397913 [111,] -0.0006 0.7180627 1.398937 [112,] -0.0001 0.7187624 1.399576 [113,] 0.0021 0.7218445 1.402385 [114,] 0.0044 0.7250734 1.405313 [115,] 0.0056 0.7267607 1.406838 [116,] 0.0064 0.7278865 1.407853 [117,] 0.0072 0.7290132 1.408868 [118,] 0.0080 0.7301407 1.409881 [119,] 0.0084 0.7307048 1.410388 [120,] 0.0085 0.7308458 1.410514 [121,] 0.0099 0.7328218 1.412284 [122,] 0.0107 0.7339520 1.413294 [123,] 0.0137 0.7381976 1.417074 [124,] 0.0159 0.7413182 1.419837 [125,] 0.0160 0.7414602 1.419962 [126,] 0.0164 0.7420283 1.420464 [127,] 0.0170 0.7428808 1.421216 [128,] 0.0183 0.7447294 1.422843 [129,] 0.0189 0.7455833 1.423593 [130,] 0.0190 0.7457257 1.423718 [131,] 0.0196 0.7465802 1.424468 [132,] 0.0197 0.7467226 1.424593 [133,] 0.0207 0.7481478 1.425840 [134,] 0.0211 0.7487183 1.426339 [135,] 0.0215 0.7492889 1.426838 [136,] 0.0224 0.7505736 1.427958 [137,] 0.0225 0.7507164 1.428083 [138,] 0.0230 0.7514305 1.428705 [139,] 0.0233 0.7518592 1.429078 [140,] 0.0240 0.7528599 1.429948 [141,] 0.0248 0.7540042 1.430941 [142,] 0.0250 0.7542904 1.431189 [143,] 0.0267 0.7567253 1.433296 [144,] 0.0286 0.7594508 1.435645 [145,] 0.0293 0.7604560 1.436510 [146,] 0.0308 0.7626122 1.438359 [147,] 0.0312 0.7631876 1.438852 [148,] 0.0316 0.7637632 1.439344 [149,] 0.0326 0.7652032 1.440574 [150,] 0.0332 0.7660678 1.441312 [151,] 0.0339 0.7670770 1.442171 [152,] 0.0350 0.7686641 1.443520 [153,] 0.0382 0.7732896 1.447434 [154,] 0.0396 0.7753172 1.449142 [155,] 0.0398 0.7756071 1.449386 [156,] 0.0413 0.7777826 1.451212 [157,] 0.0415 0.7780728 1.451455 [158,] 0.0421 0.7789439 1.452184 [159,] 0.0441 0.7818507 1.454611 [160,] 0.0443 0.7821417 1.454853 [161,] 0.0455 0.7838883 1.456306 [162,] 0.0467 0.7856368 1.457757 [163,] 0.0468 0.7857826 1.457878 [164,] 0.0470 0.7860742 1.458119 [165,] 0.0476 0.7869493 1.458844 [166,] 0.0491 0.7891389 1.460652 [167,] 0.0507 0.7914775 1.462577 [168,] 0.0512 0.7922089 1.463178 [169,] 0.0525 0.7941120 1.464738 [170,] 0.0531 0.7949911 1.465458 [171,] 0.0544 0.7968972 1.467014 [172,] 0.0546 0.7971906 1.467254 [173,] 0.0564 0.7998336 1.469404 [174,] 0.0579 0.8020391 1.471193 [175,] 0.0623 0.8085238 1.476420 [176,] 0.0628 0.8092622 1.477012 [177,] 0.0631 0.8097054 1.477367 [178,] 0.0648 0.8122186 1.479377 [179,] 0.0669 0.8153279 1.481853 [180,] 0.0672 0.8157725 1.482206 [181,] 0.0680 0.8169586 1.483148 [182,] 0.0693 0.8188877 1.484675 [183,] 0.0694 0.8190362 1.484793 [184,] 0.0702 0.8202244 1.485731 [185,] 0.0747 0.8269220 1.490994 [186,] 0.0750 0.8273694 1.491343 [187,] 0.0770 0.8303544 1.493671 [188,] 0.0783 0.8322972 1.495181 [189,] 0.0790 0.8333441 1.495993 [190,] 0.0807 0.8358889 1.497962 [191,] 0.0814 0.8369378 1.498772 [192,] 0.0827 0.8388872 1.500273 [193,] 0.0829 0.8391872 1.500504 [194,] 0.0835 0.8400878 1.501196 [195,] 0.0850 0.8423409 1.502924 [196,] 0.0871 0.8454995 1.505336 [197,] 0.0879 0.8467042 1.506254 [198,] 0.0880 0.8468548 1.506368 [199,] 0.0913 0.8518320 1.510142 [200,] 0.0935 0.8551571 1.512649 [201,] 0.0962 0.8592454 1.515715 [202,] 0.1000 0.8650133 1.520013 [203,] 0.1011 0.8666860 1.521252 [204,] 0.1013 0.8669903 1.521478 [205,] 0.1025 0.8688168 1.522828 [206,] 0.1058 0.8738483 1.526530 [207,] 0.1065 0.8749171 1.527313 [208,] 0.1086 0.8781270 1.529658 [209,] 0.1109 0.8816481 1.532219 [210,] 0.1110 0.8818013 1.532330 [211,] 0.1121 0.8834876 1.533551 [212,] 0.1123 0.8837943 1.533773 [213,] 0.1130 0.8848682 1.534549 [214,] 0.1131 0.8850217 1.534660 [215,] 0.1146 0.8873249 1.536313 [216,] 0.1150 0.8879395 1.536752 [217,] 0.1242 0.9021233 1.546585 [218,] 0.1246 0.9027420 1.547002 [219,] 0.1288 0.9092485 1.551320 [220,] 0.1304 0.9117319 1.552938 [221,] 0.1330 0.9157729 1.555557 [222,] 0.1331 0.9159285 1.555658 [223,] 0.1351 0.9190418 1.557675 [224,] 0.1361 0.9206000 1.558684 [225,] 0.1377 0.9230952 1.560300 [226,] 0.1407 0.9277806 1.563332 [227,] 0.1441 0.9331018 1.566774 [228,] 0.1443 0.9334152 1.566977 [229,] 0.1454 0.9351395 1.568092 [230,] 0.1508 0.9436220 1.573574 [231,] 0.1644 0.9651168 1.587441 [232,] 0.1793 0.9888834 1.602735 [233,] 0.1814 0.9922515 1.604899 [234,] 0.1838 0.9961062 1.607374 [235,] 0.1927 1.0104528 1.616579 [236,] 0.1978 1.0187108 1.621871 [237,] 0.2012 1.0242312 1.625402 [238,] 0.2026 1.0265077 1.626850 [239,] 0.2056 1.0313929 1.629940 [240,] 0.2087 1.0364507 1.633112 [241,] 0.2099 1.0384111 1.634334 [242,] 0.2385 1.0855606 1.662536 [243,] 0.2400 1.0880555 1.663966 [244,] 0.2620 1.1248892 1.684376 , , n=20 newdata fun 1der [1,] -0.3064 0.6322178 1.123297 [2,] -0.2579 0.6881572 1.182925 [3,] -0.2523 0.6948005 1.189693 [4,] -0.2394 0.7102485 1.205441 [5,] -0.2304 0.7211484 1.216813 [6,] -0.2187 0.7354740 1.232095 [7,] -0.2181 0.7362135 1.232894 [8,] -0.2102 0.7459953 1.243550 [9,] -0.2015 0.7568663 1.255582 [10,] -0.1881 0.7738186 1.274778 [11,] -0.1846 0.7782894 1.279967 [12,] -0.1842 0.7788015 1.280565 [13,] -0.1831 0.7802110 1.282215 [14,] -0.1807 0.7832927 1.285842 [15,] -0.1782 0.7865121 1.289658 [16,] -0.1754 0.7901292 1.293979 [17,] -0.1697 0.7975302 1.302930 [18,] -0.1683 0.7993559 1.305161 [19,] -0.1663 0.8019694 1.308368 [20,] -0.1512 0.8219107 1.332895 [21,] -0.1505 0.8228442 1.334036 [22,] -0.1419 0.8343772 1.348070 [23,] -0.1353 0.8433101 1.358868 [24,] -0.1337 0.8454864 1.361489 [25,] -0.1285 0.8525883 1.370018 [26,] -0.1247 0.8578062 1.376260 [27,] -0.1209 0.8630479 1.382510 [28,] -0.1167 0.8688689 1.389427 [29,] -0.1154 0.8706766 1.391570 [30,] -0.1141 0.8724870 1.393714 [31,] -0.1138 0.8729052 1.394209 [32,] -0.1124 0.8748587 1.396519 [33,] -0.1123 0.8749984 1.396684 [34,] -0.1121 0.8752777 1.397014 [35,] -0.1053 0.8848156 1.408250 [36,] -0.1039 0.8867888 1.410567 [37,] -0.0988 0.8940042 1.419015 [38,] -0.0984 0.8945720 1.419678 [39,] -0.0977 0.8955661 1.420839 [40,] -0.0955 0.8986960 1.424489 [41,] -0.0948 0.8996936 1.425651 [42,] -0.0923 0.9032629 1.429802 [43,] -0.0909 0.9052662 1.432129 [44,] -0.0902 0.9062691 1.433293 [45,] -0.0888 0.9082774 1.435621 [46,] -0.0871 0.9107203 1.438449 [47,] -0.0866 0.9114398 1.439281 [48,] -0.0807 0.9199605 1.449112 [49,] -0.0806 0.9201054 1.449278 [50,] -0.0707 0.9345351 1.465817 [51,] -0.0693 0.9365889 1.468160 [52,] -0.0680 0.9384989 1.470336 [53,] -0.0671 0.9398229 1.471844 [54,] -0.0648 0.9432126 1.475698 [55,] -0.0644 0.9438030 1.476369 [56,] -0.0637 0.9448368 1.477543 [57,] -0.0636 0.9449846 1.477711 [58,] -0.0606 0.9494253 1.482744 [59,] -0.0541 0.9590986 1.493668 [60,] -0.0537 0.9596962 1.494341 [61,] -0.0520 0.9622390 1.497202 [62,] -0.0518 0.9625385 1.497539 [63,] -0.0516 0.9628380 1.497876 [64,] -0.0514 0.9631377 1.498212 [65,] -0.0507 0.9641868 1.499391 [66,] -0.0468 0.9700473 1.505964 [67,] -0.0467 0.9701979 1.506132 [68,] -0.0465 0.9704991 1.506470 [69,] -0.0407 0.9792650 1.516261 [70,] -0.0378 0.9836693 1.521163 [71,] -0.0374 0.9842779 1.521839 [72,] -0.0365 0.9856482 1.523362 [73,] -0.0361 0.9862577 1.524039 [74,] -0.0358 0.9867150 1.524547 [75,] -0.0345 0.9886983 1.526747 [76,] -0.0339 0.9896147 1.527763 [77,] -0.0321 0.9923674 1.530812 [78,] -0.0306 0.9946655 1.533354 [79,] -0.0302 0.9952790 1.534032 [80,] -0.0293 0.9966603 1.535558 [81,] -0.0290 0.9971211 1.536067 [82,] -0.0262 1.0014287 1.540818 [83,] -0.0261 1.0015828 1.540988 [84,] -0.0254 1.0026619 1.542177 [85,] -0.0244 1.0042049 1.543875 [86,] -0.0243 1.0043593 1.544045 [87,] -0.0240 1.0048226 1.544555 [88,] -0.0206 1.0100839 1.550334 [89,] -0.0195 1.0117903 1.552205 [90,] -0.0193 1.0121008 1.552545 [91,] -0.0191 1.0124113 1.552885 [92,] -0.0190 1.0125666 1.553056 [93,] -0.0186 1.0131880 1.553736 [94,] -0.0153 1.0183246 1.559355 [95,] -0.0148 1.0191045 1.560207 [96,] -0.0142 1.0200409 1.561229 [97,] -0.0117 1.0239493 1.565492 [98,] -0.0109 1.0252023 1.566856 [99,] -0.0096 1.0272406 1.569074 [100,] -0.0088 1.0284964 1.570440 [101,] -0.0078 1.0300677 1.572147 [102,] -0.0075 1.0305394 1.572660 [103,] -0.0073 1.0308540 1.573001 [104,] -0.0064 1.0322704 1.574539 [105,] -0.0060 1.0329003 1.575222 [106,] -0.0052 1.0341611 1.576589 [107,] -0.0048 1.0347918 1.577273 [108,] -0.0039 1.0362121 1.578812 [109,] -0.0024 1.0385822 1.581377 [110,] -0.0014 1.0401645 1.583088 [111,] -0.0006 1.0414315 1.584457 [112,] -0.0001 1.0422239 1.585313 [113,] 0.0021 1.0457157 1.589080 [114,] 0.0044 1.0493752 1.593022 [115,] 0.0056 1.0512880 1.595080 [116,] 0.0064 1.0525646 1.596452 [117,] 0.0072 1.0538423 1.597825 [118,] 0.0080 1.0551212 1.599197 [119,] 0.0084 1.0557610 1.599884 [120,] 0.0085 1.0559210 1.600056 [121,] 0.0099 1.0581627 1.602460 [122,] 0.0107 1.0594452 1.603834 [123,] 0.0137 1.0642645 1.608990 [124,] 0.0159 1.0678084 1.612774 [125,] 0.0160 1.0679697 1.612946 [126,] 0.0164 1.0686150 1.613634 [127,] 0.0170 1.0695835 1.614667 [128,] 0.0183 1.0716840 1.616905 [129,] 0.0189 1.0726545 1.617938 [130,] 0.0190 1.0728163 1.618110 [131,] 0.0196 1.0737875 1.619144 [132,] 0.0197 1.0739494 1.619316 [133,] 0.0207 1.0755696 1.621039 [134,] 0.0211 1.0762181 1.621729 [135,] 0.0215 1.0768669 1.622418 [136,] 0.0224 1.0783278 1.623970 [137,] 0.0225 1.0784902 1.624142 [138,] 0.0230 1.0793025 1.625004 [139,] 0.0233 1.0797901 1.625522 [140,] 0.0240 1.0809284 1.626729 [141,] 0.0248 1.0822303 1.628110 [142,] 0.0250 1.0825560 1.628455 [143,] 0.0267 1.0853268 1.631389 [144,] 0.0286 1.0884296 1.634671 [145,] 0.0293 1.0895743 1.635880 [146,] 0.0308 1.0920301 1.638473 [147,] 0.0312 1.0926856 1.639164 [148,] 0.0316 1.0933414 1.639856 [149,] 0.0326 1.0949821 1.641585 [150,] 0.0332 1.0959674 1.642620 [151,] 0.0339 1.0971176 1.643826 [152,] 0.0350 1.0989269 1.645715 [153,] 0.0382 1.1042019 1.651180 [154,] 0.0396 1.1065152 1.653555 [155,] 0.0398 1.1068460 1.653894 [156,] 0.0413 1.1093287 1.656427 [157,] 0.0415 1.1096600 1.656763 [158,] 0.0421 1.1106544 1.657773 [159,] 0.0441 1.1139733 1.661126 [160,] 0.0443 1.1143056 1.661460 [161,] 0.0455 1.1163005 1.663461 [162,] 0.0467 1.1182979 1.665455 [163,] 0.0468 1.1184644 1.665621 [164,] 0.0470 1.1187976 1.665953 [165,] 0.0476 1.1197974 1.666946 [166,] 0.0491 1.1222997 1.669423 [167,] 0.0507 1.1249729 1.672053 [168,] 0.0512 1.1258091 1.672872 [169,] 0.0525 1.1279853 1.674996 [170,] 0.0531 1.1289905 1.675974 [171,] 0.0544 1.1311707 1.678087 [172,] 0.0546 1.1315063 1.678411 [173,] 0.0564 1.1345301 1.681321 [174,] 0.0579 1.1370539 1.683734 [175,] 0.0623 1.1444778 1.690749 [176,] 0.0628 1.1453234 1.691541 [177,] 0.0631 1.1458309 1.692015 [178,] 0.0648 1.1487096 1.694694 [179,] 0.0669 1.1522719 1.697984 [180,] 0.0672 1.1527814 1.698452 [181,] 0.0680 1.1541406 1.699699 [182,] 0.0693 1.1563516 1.701718 [183,] 0.0694 1.1565217 1.701873 [184,] 0.0702 1.1578837 1.703111 [185,] 0.0747 1.1655633 1.710018 [186,] 0.0750 1.1660764 1.710475 [187,] 0.0770 1.1695004 1.713511 [188,] 0.0783 1.1717292 1.715474 [189,] 0.0790 1.1729304 1.716527 [190,] 0.0807 1.1758507 1.719076 [191,] 0.0814 1.1770544 1.720121 [192,] 0.0827 1.1792918 1.722057 [193,] 0.0829 1.1796363 1.722354 [194,] 0.0835 1.1806699 1.723244 [195,] 0.0850 1.1832565 1.725461 [196,] 0.0871 1.1868832 1.728546 [197,] 0.0879 1.1882665 1.729716 [198,] 0.0880 1.1884395 1.729862 [199,] 0.0913 1.1941559 1.734654 [200,] 0.0935 1.1979756 1.737819 [201,] 0.0962 1.2026730 1.741672 [202,] 0.1000 1.2093015 1.747035 [203,] 0.1011 1.2112241 1.748575 [204,] 0.1013 1.2115739 1.748854 [205,] 0.1025 1.2136735 1.750526 [206,] 0.1058 1.2194578 1.755087 [207,] 0.1065 1.2206867 1.756048 [208,] 0.1086 1.2243774 1.758916 [209,] 0.1109 1.2284265 1.762033 [210,] 0.1110 1.2286027 1.762168 [211,] 0.1121 1.2305419 1.763649 [212,] 0.1123 1.2308946 1.763918 [213,] 0.1130 1.2321297 1.764857 [214,] 0.1131 1.2323062 1.764991 [215,] 0.1146 1.2349552 1.766994 [216,] 0.1150 1.2356621 1.767526 [217,] 0.1242 1.2519790 1.779557 [218,] 0.1246 1.2526909 1.780071 [219,] 0.1288 1.2601785 1.785420 [220,] 0.1304 1.2630368 1.787435 [221,] 0.1330 1.2676883 1.790684 [222,] 0.1331 1.2678674 1.790808 [223,] 0.1351 1.2714515 1.793284 [224,] 0.1361 1.2732454 1.794515 [225,] 0.1377 1.2761182 1.796474 [226,] 0.1407 1.2815131 1.800114 [227,] 0.1441 1.2876404 1.804187 [228,] 0.1443 1.2880013 1.804424 [229,] 0.1454 1.2899869 1.805729 [230,] 0.1508 1.2997549 1.812049 [231,] 0.1644 1.3245038 1.827345 [232,] 0.1793 1.3518498 1.843079 [233,] 0.1814 1.3557225 1.845211 [234,] 0.1838 1.3601539 1.847621 [235,] 0.1927 1.3766367 1.856316 [236,] 0.1978 1.3861163 1.861127 [237,] 0.2012 1.3924494 1.864264 [238,] 0.2026 1.3950603 1.865540 [239,] 0.2056 1.4006610 1.868242 [240,] 0.2087 1.4064568 1.870988 [241,] 0.2099 1.4087026 1.872039 [242,] 0.2385 1.4625811 1.895027 [243,] 0.2400 1.4654244 1.896124 [244,] 0.2620 1.5073124 1.912268 , , n=30 newdata fun 1der [1,] -0.3064 3.417551e-05 0.9774154 [2,] -0.2579 8.883797e-01 0.9774154 [3,] -0.2523 8.938532e-01 0.9774154 [4,] -0.2394 9.064619e-01 0.9774154 [5,] -0.2304 9.152586e-01 0.9774154 [6,] -0.2187 9.266944e-01 0.9774154 [7,] -0.2181 9.272808e-01 0.9774154 [8,] -0.2102 9.350024e-01 0.9774154 [9,] -0.2015 9.435059e-01 0.9774154 [10,] -0.1881 9.566033e-01 0.9774154 [11,] -0.1846 9.600242e-01 0.9774154 [12,] -0.1842 9.604152e-01 0.9774154 [13,] -0.1831 9.614903e-01 0.9774154 [14,] -0.1807 9.638361e-01 0.9774154 [15,] -0.1782 9.662797e-01 0.9774154 [16,] -0.1754 9.690164e-01 0.9774154 [17,] -0.1697 9.745877e-01 0.9774154 [18,] -0.1683 9.759561e-01 0.9774154 [19,] -0.1663 9.779109e-01 0.9774154 [20,] -0.1512 9.926699e-01 0.9774154 [21,] -0.1505 9.933541e-01 0.9774154 [22,] -0.1419 1.001760e+00 0.9774154 [23,] -0.1353 1.008211e+00 0.9774154 [24,] -0.1337 1.009775e+00 0.9774154 [25,] -0.1285 1.014857e+00 0.9774154 [26,] -0.1247 1.018571e+00 0.9774154 [27,] -0.1209 1.022286e+00 0.9774154 [28,] -0.1167 1.026391e+00 0.9774154 [29,] -0.1154 1.027661e+00 0.9774154 [30,] -0.1141 1.028932e+00 0.9774154 [31,] -0.1138 1.029225e+00 0.9774154 [32,] -0.1124 1.030594e+00 0.9774154 [33,] -0.1123 1.030691e+00 0.9774154 [34,] -0.1121 1.030887e+00 0.9774154 [35,] -0.1053 1.037533e+00 0.9774154 [36,] -0.1039 1.038902e+00 0.9774154 [37,] -0.0988 1.043886e+00 0.9774154 [38,] -0.0984 1.044277e+00 0.9774154 [39,] -0.0977 1.044962e+00 0.9774154 [40,] -0.0955 1.047112e+00 0.9774154 [41,] -0.0948 1.047796e+00 0.9774154 [42,] -0.0923 1.050240e+00 0.9774154 [43,] -0.0909 1.051608e+00 0.9774154 [44,] -0.0902 1.052292e+00 0.9774154 [45,] -0.0888 1.053661e+00 0.9774154 [46,] -0.0871 1.055322e+00 0.9774154 [47,] -0.0866 1.055811e+00 0.9774154 [48,] -0.0807 1.061578e+00 0.9774154 [49,] -0.0806 1.061675e+00 0.9774154 [50,] -0.0707 1.071352e+00 0.9774154 [51,] -0.0693 1.072720e+00 0.9774154 [52,] -0.0680 1.073991e+00 0.9774154 [53,] -0.0671 1.074871e+00 0.9774154 [54,] -0.0648 1.077119e+00 0.9774154 [55,] -0.0644 1.077510e+00 0.9774154 [56,] -0.0637 1.078194e+00 0.9774154 [57,] -0.0636 1.078291e+00 0.9774154 [58,] -0.0606 1.081224e+00 0.9774154 [59,] -0.0541 1.087577e+00 0.9774154 [60,] -0.0537 1.087968e+00 0.9774154 [61,] -0.0520 1.089630e+00 0.9774154 [62,] -0.0518 1.089825e+00 0.9774154 [63,] -0.0516 1.090020e+00 0.9774154 [64,] -0.0514 1.090216e+00 0.9774154 [65,] -0.0507 1.090900e+00 0.9774154 [66,] -0.0468 1.094712e+00 0.9774154 [67,] -0.0467 1.094810e+00 0.9774154 [68,] -0.0465 1.095005e+00 0.9774154 [69,] -0.0407 1.100674e+00 0.9774154 [70,] -0.0378 1.103509e+00 0.9774154 [71,] -0.0374 1.103900e+00 0.9774154 [72,] -0.0365 1.104779e+00 0.9774154 [73,] -0.0361 1.105170e+00 0.9774154 [74,] -0.0358 1.105464e+00 0.9774154 [75,] -0.0345 1.106734e+00 0.9774154 [76,] -0.0339 1.107321e+00 0.9774154 [77,] -0.0321 1.109080e+00 0.9774154 [78,] -0.0306 1.110546e+00 0.9774154 [79,] -0.0302 1.110937e+00 0.9774154 [80,] -0.0293 1.111817e+00 0.9774154 [81,] -0.0290 1.112110e+00 0.9774154 [82,] -0.0262 1.114847e+00 0.9774154 [83,] -0.0261 1.114945e+00 0.9774154 [84,] -0.0254 1.115629e+00 0.9774154 [85,] -0.0244 1.116606e+00 0.9774154 [86,] -0.0243 1.116704e+00 0.9774154 [87,] -0.0240 1.116997e+00 0.9774154 [88,] -0.0206 1.120320e+00 0.9774154 [89,] -0.0195 1.121396e+00 0.9774154 [90,] -0.0193 1.121591e+00 0.9774154 [91,] -0.0191 1.121786e+00 0.9774154 [92,] -0.0190 1.121884e+00 0.9774154 [93,] -0.0186 1.122275e+00 0.9774154 [94,] -0.0153 1.125501e+00 0.9774154 [95,] -0.0148 1.125989e+00 0.9774154 [96,] -0.0142 1.126576e+00 0.9774154 [97,] -0.0117 1.129019e+00 0.9774154 [98,] -0.0109 1.129801e+00 0.9774154 [99,] -0.0096 1.131072e+00 0.9774154 [100,] -0.0088 1.131854e+00 0.9774154 [101,] -0.0078 1.132831e+00 0.9774154 [102,] -0.0075 1.133124e+00 0.9774154 [103,] -0.0073 1.133320e+00 0.9774154 [104,] -0.0064 1.134200e+00 0.9774154 [105,] -0.0060 1.134591e+00 0.9774154 [106,] -0.0052 1.135373e+00 0.9774154 [107,] -0.0048 1.135764e+00 0.9774154 [108,] -0.0039 1.136643e+00 0.9774154 [109,] -0.0024 1.138109e+00 0.9774154 [110,] -0.0014 1.139087e+00 0.9774154 [111,] -0.0006 1.139869e+00 0.9774154 [112,] -0.0001 1.140357e+00 0.9774154 [113,] 0.0021 1.142508e+00 0.9774154 [114,] 0.0044 1.144756e+00 0.9774154 [115,] 0.0056 1.145929e+00 0.9774154 [116,] 0.0064 1.146711e+00 0.9774154 [117,] 0.0072 1.147492e+00 0.9774154 [118,] 0.0080 1.148274e+00 0.9774154 [119,] 0.0084 1.148665e+00 0.9774154 [120,] 0.0085 1.148763e+00 0.9774154 [121,] 0.0099 1.150132e+00 0.9774154 [122,] 0.0107 1.150913e+00 0.9774154 [123,] 0.0137 1.153846e+00 0.9774154 [124,] 0.0159 1.155996e+00 0.9774154 [125,] 0.0160 1.156094e+00 0.9774154 [126,] 0.0164 1.156485e+00 0.9774154 [127,] 0.0170 1.157071e+00 0.9774154 [128,] 0.0183 1.158342e+00 0.9774154 [129,] 0.0189 1.158928e+00 0.9774154 [130,] 0.0190 1.159026e+00 0.9774154 [131,] 0.0196 1.159612e+00 0.9774154 [132,] 0.0197 1.159710e+00 0.9774154 [133,] 0.0207 1.160688e+00 0.9774154 [134,] 0.0211 1.161079e+00 0.9774154 [135,] 0.0215 1.161470e+00 0.9774154 [136,] 0.0224 1.162349e+00 0.9774154 [137,] 0.0225 1.162447e+00 0.9774154 [138,] 0.0230 1.162936e+00 0.9774154 [139,] 0.0233 1.163229e+00 0.9774154 [140,] 0.0240 1.163913e+00 0.9774154 [141,] 0.0248 1.164695e+00 0.9774154 [142,] 0.0250 1.164890e+00 0.9774154 [143,] 0.0267 1.166552e+00 0.9774154 [144,] 0.0286 1.168409e+00 0.9774154 [145,] 0.0293 1.169093e+00 0.9774154 [146,] 0.0308 1.170559e+00 0.9774154 [147,] 0.0312 1.170950e+00 0.9774154 [148,] 0.0316 1.171341e+00 0.9774154 [149,] 0.0326 1.172319e+00 0.9774154 [150,] 0.0332 1.172905e+00 0.9774154 [151,] 0.0339 1.173589e+00 0.9774154 [152,] 0.0350 1.174665e+00 0.9774154 [153,] 0.0382 1.177792e+00 0.9774154 [154,] 0.0396 1.179161e+00 0.9774154 [155,] 0.0398 1.179356e+00 0.9774154 [156,] 0.0413 1.180822e+00 0.9774154 [157,] 0.0415 1.181018e+00 0.9774154 [158,] 0.0421 1.181604e+00 0.9774154 [159,] 0.0441 1.183559e+00 0.9774154 [160,] 0.0443 1.183755e+00 0.9774154 [161,] 0.0455 1.184928e+00 0.9774154 [162,] 0.0467 1.186100e+00 0.9774154 [163,] 0.0468 1.186198e+00 0.9774154 [164,] 0.0470 1.186394e+00 0.9774154 [165,] 0.0476 1.186980e+00 0.9774154 [166,] 0.0491 1.188446e+00 0.9774154 [167,] 0.0507 1.190010e+00 0.9774154 [168,] 0.0512 1.190499e+00 0.9774154 [169,] 0.0525 1.191769e+00 0.9774154 [170,] 0.0531 1.192356e+00 0.9774154 [171,] 0.0544 1.193627e+00 0.9774154 [172,] 0.0546 1.193822e+00 0.9774154 [173,] 0.0564 1.195581e+00 0.9774154 [174,] 0.0579 1.197047e+00 0.9774154 [175,] 0.0623 1.201348e+00 0.9774154 [176,] 0.0628 1.201837e+00 0.9774154 [177,] 0.0631 1.202130e+00 0.9774154 [178,] 0.0648 1.203792e+00 0.9774154 [179,] 0.0669 1.205844e+00 0.9774154 [180,] 0.0672 1.206137e+00 0.9774154 [181,] 0.0680 1.206919e+00 0.9774154 [182,] 0.0693 1.208190e+00 0.9774154 [183,] 0.0694 1.208288e+00 0.9774154 [184,] 0.0702 1.209070e+00 0.9774154 [185,] 0.0747 1.213468e+00 0.9774154 [186,] 0.0750 1.213761e+00 0.9774154 [187,] 0.0770 1.215716e+00 0.9774154 [188,] 0.0783 1.216987e+00 0.9774154 [189,] 0.0790 1.217671e+00 0.9774154 [190,] 0.0807 1.219333e+00 0.9774154 [191,] 0.0814 1.220017e+00 0.9774154 [192,] 0.0827 1.221287e+00 0.9774154 [193,] 0.0829 1.221483e+00 0.9774154 [194,] 0.0835 1.222069e+00 0.9774154 [195,] 0.0850 1.223535e+00 0.9774154 [196,] 0.0871 1.225588e+00 0.9774154 [197,] 0.0879 1.226370e+00 0.9774154 [198,] 0.0880 1.226468e+00 0.9774154 [199,] 0.0913 1.229693e+00 0.9774154 [200,] 0.0935 1.231843e+00 0.9774154 [201,] 0.0962 1.234482e+00 0.9774154 [202,] 0.1000 1.238197e+00 0.9774154 [203,] 0.1011 1.239272e+00 0.9774154 [204,] 0.1013 1.239467e+00 0.9774154 [205,] 0.1025 1.240640e+00 0.9774154 [206,] 0.1058 1.243866e+00 0.9774154 [207,] 0.1065 1.244550e+00 0.9774154 [208,] 0.1086 1.246602e+00 0.9774154 [209,] 0.1109 1.248850e+00 0.9774154 [210,] 0.1110 1.248948e+00 0.9774154 [211,] 0.1121 1.250023e+00 0.9774154 [212,] 0.1123 1.250219e+00 0.9774154 [213,] 0.1130 1.250903e+00 0.9774154 [214,] 0.1131 1.251001e+00 0.9774154 [215,] 0.1146 1.252467e+00 0.9774154 [216,] 0.1150 1.252858e+00 0.9774154 [217,] 0.1242 1.261850e+00 0.9774154 [218,] 0.1246 1.262241e+00 0.9774154 [219,] 0.1288 1.266346e+00 0.9774154 [220,] 0.1304 1.267910e+00 0.9774154 [221,] 0.1330 1.270451e+00 0.9774154 [222,] 0.1331 1.270549e+00 0.9774154 [223,] 0.1351 1.272504e+00 0.9774154 [224,] 0.1361 1.273481e+00 0.9774154 [225,] 0.1377 1.275045e+00 0.9774154 [226,] 0.1407 1.277977e+00 0.9774154 [227,] 0.1441 1.281301e+00 0.9774154 [228,] 0.1443 1.281496e+00 0.9774154 [229,] 0.1454 1.282571e+00 0.9774154 [230,] 0.1508 1.287849e+00 0.9774154 [231,] 0.1644 1.301142e+00 0.9774154 [232,] 0.1793 1.315706e+00 0.9774154 [233,] 0.1814 1.317758e+00 0.9774154 [234,] 0.1838 1.320104e+00 0.9774154 [235,] 0.1927 1.328803e+00 0.9774154 [236,] 0.1978 1.333788e+00 0.9774154 [237,] 0.2012 1.337111e+00 0.9774154 [238,] 0.2026 1.338479e+00 0.9774154 [239,] 0.2056 1.341412e+00 0.9774154 [240,] 0.2087 1.344442e+00 0.9774154 [241,] 0.2099 1.345615e+00 0.9774154 [242,] 0.2385 1.373569e+00 0.9774154 [243,] 0.2400 1.375035e+00 0.9774154 [244,] 0.2620 1.396538e+00 0.9774154 , , n=44 newdata fun 1der [1,] -0.3064 0.738208969 1.054936 [2,] -0.2579 0.790583865 1.103898 [3,] -0.2523 0.796780528 1.109183 [4,] -0.2394 0.811166068 1.121066 [5,] -0.2304 0.821292033 1.129116 [6,] -0.2187 0.834562511 1.139286 [7,] -0.2181 0.835246237 1.139799 [8,] -0.2102 0.844277258 1.146563 [9,] -0.2015 0.854285735 1.154289 [10,] -0.1881 0.869836244 1.166807 [11,] -0.1846 0.873925990 1.170200 [12,] -0.1842 0.874394148 1.170591 [13,] -0.1831 0.875682391 1.171669 [14,] -0.1807 0.878497237 1.174040 [15,] -0.1782 0.881435451 1.176535 [16,] -0.1754 0.884733698 1.179361 [17,] -0.1697 0.891472525 1.185120 [18,] -0.1683 0.893132670 1.186514 [19,] -0.1663 0.895507679 1.188492 [20,] -0.1512 0.913566633 1.203506 [21,] -0.1505 0.914409335 1.204214 [22,] -0.1419 0.924803285 1.213012 [23,] -0.1353 0.932831773 1.219880 [24,] -0.1337 0.934784924 1.221560 [25,] -0.1285 0.941151313 1.227061 [26,] -0.1247 0.945821849 1.231121 [27,] -0.1209 0.950507877 1.235215 [28,] -0.1167 0.955705346 1.239778 [29,] -0.1154 0.957317979 1.241198 [30,] -0.1141 0.958932462 1.242623 [31,] -0.1138 0.959305299 1.242952 [32,] -0.1124 0.961046508 1.244491 [33,] -0.1123 0.961170963 1.244602 [34,] -0.1121 0.961419905 1.244822 [35,] -0.1053 0.969910293 1.252369 [36,] -0.1039 0.971664705 1.253936 [37,] -0.0988 0.978074406 1.259683 [38,] -0.0984 0.978578370 1.260136 [39,] -0.0977 0.979460743 1.260930 [40,] -0.0955 0.982237540 1.263433 [41,] -0.0948 0.983122223 1.264232 [42,] -0.0923 0.986286377 1.267094 [43,] -0.0909 0.988061435 1.268703 [44,] -0.0902 0.988949809 1.269510 [45,] -0.0888 0.990728253 1.271124 [46,] -0.0871 0.992890829 1.273083 [47,] -0.0866 0.993527514 1.273658 [48,] -0.0807 1.001062099 1.280433 [49,] -0.0806 1.001190148 1.280548 [50,] -0.0707 1.013923567 1.291846 [51,] -0.0693 1.015733265 1.293437 [52,] -0.0680 1.017415692 1.294912 [53,] -0.0671 1.018581572 1.295933 [54,] -0.0648 1.021565215 1.298538 [55,] -0.0644 1.022084721 1.298991 [56,] -0.0637 1.022994291 1.299782 [57,] -0.0636 1.023124275 1.299895 [58,] -0.0606 1.027029045 1.303283 [59,] -0.0541 1.035524175 1.310597 [60,] -0.0537 1.036048504 1.311045 [61,] -0.0520 1.038278901 1.312951 [62,] -0.0518 1.038541514 1.313175 [63,] -0.0516 1.038804171 1.313399 [64,] -0.0514 1.039066874 1.313623 [65,] -0.0507 1.039986684 1.314407 [66,] -0.0468 1.045121343 1.318734 [67,] -0.0467 1.045253222 1.318843 [68,] -0.0465 1.045517012 1.319062 [69,] -0.0407 1.053185694 1.325268 [70,] -0.0378 1.057033345 1.328273 [71,] -0.0374 1.057564736 1.328683 [72,] -0.0365 1.058760963 1.329599 [73,] -0.0361 1.059292884 1.330004 [74,] -0.0358 1.059691931 1.330308 [75,] -0.0345 1.061422181 1.331613 [76,] -0.0339 1.062221329 1.332212 [77,] -0.0321 1.064620914 1.333990 [78,] -0.0306 1.066622997 1.335452 [79,] -0.0302 1.067157256 1.335839 [80,] -0.0293 1.068359901 1.336705 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-0.0024 1.104645415 1.360406 [110,] -0.0014 1.106006222 1.361207 [111,] -0.0006 1.107095442 1.361843 [112,] -0.0001 1.107776463 1.362239 [113,] 0.0021 1.110775291 1.363963 [114,] 0.0044 1.113914451 1.365736 [115,] 0.0056 1.115553883 1.366649 [116,] 0.0064 1.116647444 1.367253 [117,] 0.0072 1.117741487 1.367853 [118,] 0.0080 1.118836009 1.368450 [119,] 0.0084 1.119383448 1.368747 [120,] 0.0085 1.119520327 1.368821 [121,] 0.0099 1.121437399 1.369852 [122,] 0.0107 1.122533515 1.370436 [123,] 0.0137 1.126648073 1.372594 [124,] 0.0159 1.129669488 1.374143 [125,] 0.0160 1.129806906 1.374213 [126,] 0.0164 1.130356646 1.374491 [127,] 0.0170 1.131181466 1.374907 [128,] 0.0183 1.132969427 1.375801 [129,] 0.0189 1.133795031 1.376210 [130,] 0.0190 1.133932655 1.376278 [131,] 0.0196 1.134758545 1.376685 [132,] 0.0197 1.134896216 1.376753 [133,] 0.0207 1.136273306 1.377426 [134,] 0.0211 1.136824330 1.377694 [135,] 0.0215 1.137375461 1.377960 [136,] 0.0224 1.138615894 1.378557 [137,] 0.0225 1.138753753 1.378623 [138,] 0.0230 1.139443147 1.378952 [139,] 0.0233 1.139856862 1.379149 [140,] 0.0240 1.140822426 1.379606 [141,] 0.0248 1.141926319 1.380125 [142,] 0.0250 1.142202357 1.380254 [143,] 0.0267 1.144549717 1.381343 [144,] 0.0286 1.147175408 1.382540 [145,] 0.0293 1.148143339 1.382976 [146,] 0.0308 1.150218497 1.383899 [147,] 0.0312 1.150772105 1.384143 [148,] 0.0316 1.151325811 1.384386 [149,] 0.0326 1.152710498 1.384987 [150,] 0.0332 1.153541597 1.385343 [151,] 0.0339 1.154511482 1.385756 [152,] 0.0350 1.156036168 1.386398 [153,] 0.0382 1.160475563 1.388211 [154,] 0.0396 1.162419598 1.388980 [155,] 0.0398 1.162697405 1.389088 [156,] 0.0413 1.164781643 1.389893 [157,] 0.0415 1.165059633 1.389999 [158,] 0.0421 1.165893727 1.390316 [159,] 0.0441 1.168675398 1.391350 [160,] 0.0443 1.168953678 1.391452 [161,] 0.0455 1.170623784 1.392056 [162,] 0.0467 1.172294608 1.392649 [163,] 0.0468 1.172433876 1.392698 [164,] 0.0470 1.172712425 1.392796 [165,] 0.0476 1.173548190 1.393087 [166,] 0.0491 1.175638360 1.393803 [167,] 0.0507 1.177869043 1.394548 [168,] 0.0512 1.178566374 1.394776 [169,] 0.0525 1.180379965 1.395362 [170,] 0.0531 1.181217263 1.395628 [171,] 0.0544 1.183031949 1.396195 [172,] 0.0546 1.183311197 1.396281 [173,] 0.0564 1.185825192 1.397042 [174,] 0.0579 1.187921219 1.397658 [175,] 0.0623 1.194074723 1.399364 [176,] 0.0628 1.194774451 1.399549 [177,] 0.0631 1.195194332 1.399659 [178,] 0.0648 1.197574274 1.400268 [179,] 0.0669 1.200515602 1.400991 [180,] 0.0672 1.200935914 1.401092 [181,] 0.0680 1.202056894 1.401356 [182,] 0.0693 1.203878931 1.401776 [183,] 0.0694 1.204019110 1.401808 [184,] 0.0702 1.205140657 1.402059 [185,] 0.0747 1.211452955 1.403381 [186,] 0.0750 1.211873982 1.403464 [187,] 0.0770 1.214681448 1.403998 [188,] 0.0783 1.216506862 1.404328 [189,] 0.0790 1.217489952 1.404501 [190,] 0.0807 1.219877950 1.404905 [191,] 0.0814 1.220861440 1.405065 [192,] 0.0827 1.222688212 1.405352 [193,] 0.0829 1.222969287 1.405395 [194,] 0.0835 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[223,] 0.1351 0.001937060 1.408415 [224,] 0.1361 0.001961920 1.408415 [225,] 0.1377 0.002001697 1.408415 [226,] 0.1407 0.002076278 1.408415 [227,] 0.1441 0.002160803 1.408415 [228,] 0.1443 0.002165775 1.408415 [229,] 0.1454 0.002193122 1.408415 [230,] 0.1508 0.002327368 1.408415 [231,] 0.1644 0.002665468 1.408415 [232,] 0.1793 0.003035888 1.408415 [233,] 0.1814 0.003088094 1.408415 [234,] 0.1838 0.003147759 1.408415 [235,] 0.1927 1.377584856 1.408415 [236,] 0.1978 1.384767770 1.408415 [237,] 0.2012 1.389556380 1.408415 [238,] 0.2026 1.391528161 1.408415 [239,] 0.2056 1.395753405 1.408415 [240,] 0.2087 1.400119490 1.408415 [241,] 0.2099 1.401809588 1.408415 [242,] 0.2385 1.442090246 1.408415 [243,] 0.2400 1.444202868 1.408415 [244,] 0.2620 1.475187990 1.408415 , , n=67 newdata fun 1der [1,] -0.3064 9.771459e-01 0.6773093 [2,] -0.2579 1.011841e+00 0.7486878 [3,] -0.2523 1.016051e+00 0.7546654 [4,] -0.2394 1.025865e+00 0.7664224 [5,] -0.2304 1.032793e+00 0.7729628 [6,] -0.2187 1.041877e+00 0.7794226 [7,] -0.2181 1.042344e+00 0.7796916 [8,] -0.2102 1.048516e+00 0.7824147 [9,] -0.2015 1.325403e-07 0.7830645 [10,] -0.1881 1.065820e+00 0.7830645 [11,] -0.1846 1.068561e+00 0.7830645 [12,] -0.1842 1.068874e+00 0.7830645 [13,] -0.1831 1.069736e+00 0.7830645 [14,] -0.1807 1.071615e+00 0.7830645 [15,] -0.1782 1.073573e+00 0.7830645 [16,] -0.1754 1.075765e+00 0.7830645 [17,] -0.1697 1.080229e+00 0.7830645 [18,] -0.1683 1.081325e+00 0.7830645 [19,] -0.1663 1.082891e+00 0.7830645 [20,] -0.1512 1.094715e+00 0.7830645 [21,] -0.1505 1.095263e+00 0.7830645 [22,] -0.1419 1.101998e+00 0.7830645 [23,] -0.1353 1.107166e+00 0.7830645 [24,] -0.1337 1.108419e+00 0.7830645 [25,] -0.1285 1.112491e+00 0.7830645 [26,] -0.1247 1.115467e+00 0.7830645 [27,] -0.1209 1.118442e+00 0.7830645 [28,] -0.1167 1.121731e+00 0.7830645 [29,] -0.1154 1.122749e+00 0.7830645 [30,] -0.1141 1.123767e+00 0.7830645 [31,] -0.1138 1.124002e+00 0.7830645 [32,] -0.1124 1.125098e+00 0.7830645 [33,] -0.1123 1.125177e+00 0.7830645 [34,] -0.1121 1.125333e+00 0.7830645 [35,] -0.1053 1.130658e+00 0.7830645 [36,] -0.1039 1.131754e+00 0.7830645 [37,] -0.0988 1.135748e+00 0.7830645 [38,] -0.0984 1.136061e+00 0.7830645 [39,] -0.0977 1.136609e+00 0.7830645 [40,] -0.0955 1.138332e+00 0.7830645 [41,] -0.0948 1.138880e+00 0.7830645 [42,] -0.0923 1.140838e+00 0.7830645 [43,] -0.0909 1.141934e+00 0.7830645 [44,] -0.0902 1.142482e+00 0.7830645 [45,] -0.0888 1.143579e+00 0.7830645 [46,] -0.0871 1.144910e+00 0.7830645 [47,] -0.0866 1.145301e+00 0.7830645 [48,] -0.0807 1.149921e+00 0.7830645 [49,] -0.0806 1.150000e+00 0.7830645 [50,] -0.0707 1.157752e+00 0.7830645 [51,] -0.0693 1.158848e+00 0.7830645 [52,] -0.0680 1.159866e+00 0.7830645 [53,] -0.0671 1.160571e+00 0.7830645 [54,] -0.0648 1.162372e+00 0.7830645 [55,] -0.0644 1.162685e+00 0.7830645 [56,] -0.0637 1.163233e+00 0.7830645 [57,] -0.0636 1.163312e+00 0.7830645 [58,] -0.0606 1.165661e+00 0.7830645 [59,] -0.0541 1.170751e+00 0.7830645 [60,] -0.0537 1.171064e+00 0.7830645 [61,] -0.0520 1.172395e+00 0.7830645 [62,] -0.0518 1.172552e+00 0.7830645 [63,] -0.0516 1.172709e+00 0.7830645 [64,] -0.0514 1.172865e+00 0.7830645 [65,] -0.0507 1.173413e+00 0.7830645 [66,] -0.0468 1.176467e+00 0.7830645 [67,] -0.0467 1.176546e+00 0.7830645 [68,] -0.0465 1.176702e+00 0.7830645 [69,] -0.0407 1.181244e+00 0.7830645 [70,] -0.0378 1.183515e+00 0.7830645 [71,] -0.0374 1.183828e+00 0.7830645 [72,] -0.0365 1.184533e+00 0.7830645 [73,] -0.0361 1.184846e+00 0.7830645 [74,] -0.0358 1.185081e+00 0.7830645 [75,] -0.0345 1.186099e+00 0.7830645 [76,] -0.0339 1.186569e+00 0.7830645 [77,] -0.0321 1.187978e+00 0.7830645 [78,] -0.0306 1.189153e+00 0.7830645 [79,] -0.0302 1.189466e+00 0.7830645 [80,] -0.0293 1.190171e+00 0.7830645 [81,] -0.0290 1.190406e+00 0.7830645 [82,] -0.0262 1.192598e+00 0.7830645 [83,] -0.0261 1.192677e+00 0.7830645 [84,] -0.0254 1.193225e+00 0.7830645 [85,] -0.0244 1.194008e+00 0.7830645 [86,] -0.0243 1.194086e+00 0.7830645 [87,] -0.0240 1.194321e+00 0.7830645 [88,] -0.0206 1.196984e+00 0.7830645 [89,] -0.0195 1.197845e+00 0.7830645 [90,] -0.0193 1.198002e+00 0.7830645 [91,] -0.0191 1.198158e+00 0.7830645 [92,] -0.0190 1.198236e+00 0.7830645 [93,] -0.0186 1.198550e+00 0.7830645 [94,] -0.0153 1.201134e+00 0.7830645 [95,] -0.0148 1.201525e+00 0.7830645 [96,] -0.0142 1.201995e+00 0.7830645 [97,] -0.0117 1.203953e+00 0.7830645 [98,] -0.0109 1.204579e+00 0.7830645 [99,] -0.0096 1.205597e+00 0.7830645 [100,] -0.0088 1.206224e+00 0.7830645 [101,] -0.0078 1.207007e+00 0.7830645 [102,] -0.0075 1.207242e+00 0.7830645 [103,] -0.0073 1.207398e+00 0.7830645 [104,] -0.0064 1.208103e+00 0.7830645 [105,] -0.0060 1.208416e+00 0.7830645 [106,] -0.0052 1.209043e+00 0.7830645 [107,] -0.0048 1.209356e+00 0.7830645 [108,] -0.0039 1.210061e+00 0.7830645 [109,] -0.0024 1.211235e+00 0.7830645 [110,] -0.0014 1.212018e+00 0.7830645 [111,] -0.0006 1.212645e+00 0.7830645 [112,] -0.0001 1.213036e+00 0.7830645 [113,] 0.0021 1.214759e+00 0.7830645 [114,] 0.0044 1.216560e+00 0.7830645 [115,] 0.0056 1.217500e+00 0.7830645 [116,] 0.0064 1.218126e+00 0.7830645 [117,] 0.0072 1.218753e+00 0.7830645 [118,] 0.0080 1.219379e+00 0.7830645 [119,] 0.0084 1.219692e+00 0.7830645 [120,] 0.0085 1.219771e+00 0.7830645 [121,] 0.0099 1.220867e+00 0.7830645 [122,] 0.0107 1.221493e+00 0.7830645 [123,] 0.0137 1.223843e+00 0.7830645 [124,] 0.0159 1.225565e+00 0.7830645 [125,] 0.0160 1.225644e+00 0.7830645 [126,] 0.0164 1.225957e+00 0.7830645 [127,] 0.0170 1.226427e+00 0.7830645 [128,] 0.0183 1.227445e+00 0.7830645 [129,] 0.0189 1.227915e+00 0.7830645 [130,] 0.0190 1.227993e+00 0.7830645 [131,] 0.0196 1.228463e+00 0.7830645 [132,] 0.0197 1.228541e+00 0.7830645 [133,] 0.0207 1.229324e+00 0.7830645 [134,] 0.0211 1.229637e+00 0.7830645 [135,] 0.0215 1.229951e+00 0.7830645 [136,] 0.0224 1.230655e+00 0.7830645 [137,] 0.0225 1.230734e+00 0.7830645 [138,] 0.0230 1.231125e+00 0.7830645 [139,] 0.0233 1.231360e+00 0.7830645 [140,] 0.0240 1.231908e+00 0.7830645 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[168,] 0.0512 1.253208e+00 0.7830645 [169,] 0.0525 1.254226e+00 0.7830645 [170,] 0.0531 1.254695e+00 0.7830645 [171,] 0.0544 1.255713e+00 0.7830645 [172,] 0.0546 1.255870e+00 0.7830645 [173,] 0.0564 1.257280e+00 0.7830645 [174,] 0.0579 1.258454e+00 0.7830645 [175,] 0.0623 1.261900e+00 0.7830645 [176,] 0.0628 1.262291e+00 0.7830645 [177,] 0.0631 1.262526e+00 0.7830645 [178,] 0.0648 1.263857e+00 0.7830645 [179,] 0.0669 1.265502e+00 0.7830645 [180,] 0.0672 1.265737e+00 0.7830645 [181,] 0.0680 1.266363e+00 0.7830645 [182,] 0.0693 1.267381e+00 0.7830645 [183,] 0.0694 1.267459e+00 0.7830645 [184,] 0.0702 1.268086e+00 0.7830645 [185,] 0.0747 1.271610e+00 0.7832302 [186,] 0.0750 1.271845e+00 0.7832527 [187,] 0.0770 1.273412e+00 0.7834393 [188,] 0.0783 1.274430e+00 0.7835948 [189,] 0.0790 1.274979e+00 0.7836897 [190,] 0.0807 1.276311e+00 0.7839526 [191,] 0.0814 1.276860e+00 0.7840742 [192,] 0.0827 1.277879e+00 0.7843208 [193,] 0.0829 1.278036e+00 0.7843611 [194,] 0.0835 1.278507e+00 0.7844859 [195,] 0.0850 1.279684e+00 0.7848229 [196,] 0.0871 1.281333e+00 0.7853550 [197,] 0.0879 1.281961e+00 0.7855761 [198,] 0.0880 1.282039e+00 0.7856045 [199,] 0.0913 1.284634e+00 0.7865972 [200,] 0.0935 1.286365e+00 0.7873186 [201,] 0.0962 1.288492e+00 0.7882689 [202,] 0.1000 1.291490e+00 0.7897278 [203,] 0.1011 1.292359e+00 0.7901766 [204,] 0.1013 1.292517e+00 0.7902594 [205,] 0.1025 1.293466e+00 0.7907650 [206,] 0.1058 1.296078e+00 0.7922282 [207,] 0.1065 1.296632e+00 0.7925524 [208,] 0.1086 1.298298e+00 0.7935537 [209,] 0.1109 1.300124e+00 0.7947002 [210,] 0.1110 1.300204e+00 0.7947512 [211,] 0.1121 1.301078e+00 0.7953190 [212,] 0.1123 1.301237e+00 0.7954235 [213,] 0.1130 1.301794e+00 0.7957924 [214,] 0.1131 1.301874e+00 0.7958455 [215,] 0.1146 1.303068e+00 0.7966536 [216,] 0.1150 1.303387e+00 0.7968729 [217,] 0.1242 1.310743e+00 0.8023498 [218,] 0.1246 1.311064e+00 0.8026068 [219,] 0.1288 1.314440e+00 0.8054003 [220,] 0.1304 1.315730e+00 0.8065105 [221,] 0.1330 1.317829e+00 0.8083819 [222,] 0.1331 1.317910e+00 0.8084556 [223,] 0.1351 1.319528e+00 0.8099567 [224,] 0.1361 1.320339e+00 0.8107265 [225,] 0.1377 1.321637e+00 0.8119847 [226,] 0.1407 1.324077e+00 0.8144324 [227,] 0.1441 1.326851e+00 0.8173459 [228,] 0.1443 1.327014e+00 0.8175219 [229,] 0.1454 1.327914e+00 0.8184990 [230,] 0.1508 1.332347e+00 0.8235209 [231,] 0.1644 1.343642e+00 0.8377696 [232,] 0.1793 1.356248e+00 0.8544194 [233,] 0.1814 1.358045e+00 0.8567996 [234,] 0.1838 1.360104e+00 0.8595299 [235,] 0.1927 1.367799e+00 0.8697493 [236,] 0.1978 1.372250e+00 0.8756324 [237,] 0.2012 1.375234e+00 0.8794922 [238,] 0.2026 1.376466e+00 0.8810658 [239,] 0.2056 1.379114e+00 0.8844090 [240,] 0.2087 1.381861e+00 0.8878283 [241,] 0.2099 1.382928e+00 0.8891423 [242,] 0.2385 1.408793e+00 0.9197401 [243,] 0.2400 1.410174e+00 0.9215020 [244,] 0.2620 1.430763e+00 0.9516536 , , n=100 newdata fun 1der [1,] -0.3064 0.5980415 0.8623413 [2,] -0.2579 0.6398646 0.8624263 [3,] -0.2523 0.6446952 0.8628633 [4,] -0.2394 0.6558417 0.8656595 [5,] -0.2304 0.6636480 0.8693181 [6,] -0.2187 0.6738569 0.8761764 [7,] -0.2181 0.6743827 0.8765922 [8,] -0.2102 0.6813310 0.8826491 [9,] -0.2015 0.6890438 0.8906917 [10,] -0.1881 0.7010795 0.9061374 [11,] -0.1846 0.7042587 0.9105570 [12,] -0.1842 0.7046230 0.9110711 [13,] -0.1831 0.7056259 0.9124940 [14,] -0.1807 0.7078197 0.9156649 [15,] -0.1782 0.7101131 0.9190763 [16,] -0.1754 0.7126920 0.9230284 [17,] -0.1697 0.7179772 0.9315022 [18,] -0.1683 0.7192828 0.9336709 [19,] -0.1663 0.7211533 0.9368268 [20,] -0.1512 0.7354898 0.9625308 [21,] -0.1505 0.7361640 0.9637793 [22,] -0.1419 0.7445187 0.9791504 [23,] -0.1353 0.7510198 0.9908594 [24,] -0.1337 0.7526074 0.9936859 [25,] -0.1285 0.7577984 1.0028395 [26,] -0.1247 0.7616218 1.0094972 [27,] -0.1209 0.7654705 1.0161285 [28,] -0.1167 0.7697536 1.0234269 [29,] -0.1154 0.7710855 1.0256793 [30,] -0.1141 0.7724204 1.0279287 [31,] -0.1138 0.7727288 1.0284473 [32,] -0.1124 0.7741703 1.0308655 [33,] -0.1123 0.7742734 1.0310380 [34,] 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0.8399683 1.1324082 [64,] -0.0514 0.8401948 1.1327310 [65,] -0.0507 0.8409881 1.1338603 [66,] -0.0468 0.8454224 1.1401355 [67,] -0.0467 0.8455364 1.1402961 [68,] -0.0465 0.8457645 1.1406171 [69,] -0.0407 0.8524070 1.1499221 [70,] -0.0378 0.8557486 1.1546172 [71,] -0.0374 0.8562106 1.1552677 [72,] -0.0365 0.8572510 1.1567337 [73,] -0.0361 0.8577138 1.1573864 [74,] -0.0358 0.8580611 1.1578764 [75,] -0.0345 0.8595677 1.1600042 [76,] -0.0339 0.8602640 1.1609888 [77,] -0.0321 0.8623565 1.1639517 [78,] -0.0306 0.8641043 1.1664280 [79,] -0.0302 0.8645710 1.1670874 [80,] -0.0293 0.8656220 1.1685687 [81,] -0.0290 0.8659727 1.1690619 [82,] -0.0262 0.8692525 1.1736494 [83,] -0.0261 0.8693698 1.1738127 [84,] -0.0254 0.8701919 1.1749550 [85,] -0.0244 0.8713677 1.1765838 [86,] -0.0243 0.8714853 1.1767465 [87,] -0.0240 0.8718384 1.1772343 [88,] -0.0206 0.8758504 1.1827410 [89,] -0.0195 0.8771524 1.1845139 [90,] -0.0193 0.8773893 1.1848357 [91,] -0.0191 0.8776263 1.1851575 [92,] -0.0190 0.8777448 1.1853183 [93,] -0.0186 0.8782191 1.1859612 [94,] -0.0153 0.8821415 1.1912625 [95,] -0.0148 0.8827373 1.1920712 [96,] -0.0142 0.8834529 1.1930443 [97,] -0.0117 0.8864406 1.1971285 [98,] -0.0109 0.8873988 1.1984456 [99,] -0.0096 0.8889582 1.2005966 [100,] -0.0088 0.8899192 1.2019267 [101,] -0.0078 0.8911220 1.2035963 [102,] -0.0075 0.8914831 1.2040986 [103,] -0.0073 0.8917240 1.2044340 [104,] -0.0064 0.8928086 1.2059467 [105,] -0.0060 0.8932912 1.2066210 [106,] -0.0052 0.8942570 1.2079733 [107,] -0.0048 0.8947403 1.2086514 [108,] -0.0039 0.8958288 1.2101814 [109,] -0.0024 0.8976460 1.2127455 [110,] -0.0014 0.8988596 1.2144660 [111,] -0.0006 0.8998317 1.2158507 [112,] -0.0001 0.9004399 1.2167199 [113,] 0.0021 0.9031209 1.2205780 [114,] 0.0044 0.9059329 1.2246707 [115,] 0.0056 0.9074038 1.2268299 [116,] 0.0064 0.9083858 1.2282786 [117,] 0.0072 0.9093690 1.2297345 [118,] 0.0080 0.9103534 1.2311978 [119,] 0.0084 0.9108460 1.2319322 [120,] 0.0085 0.9109692 1.2321160 [121,] 0.0099 0.9126960 1.2347023 [122,] 0.0107 0.9136844 1.2361903 [123,] 0.0137 0.9174014 1.2418351 [124,] 0.0159 0.9201380 1.2460399 [125,] 0.0160 0.9202627 1.2462324 [126,] 0.0164 0.9207613 1.2470033 [127,] 0.0170 0.9215098 1.2481631 [128,] 0.0183 0.9231341 1.2506901 [129,] 0.0189 0.9238849 1.2518629 [130,] 0.0190 0.9240101 1.2520588 [131,] 0.0196 0.9247617 1.2532364 [132,] 0.0197 0.9248870 1.2534331 [133,] 0.0207 0.9261414 1.2554060 [134,] 0.0211 0.9266437 1.2561984 [135,] 0.0215 0.9271464 1.2569926 [136,] 0.0224 0.9282785 1.2587863 [137,] 0.0225 0.9284044 1.2589862 [138,] 0.0230 0.9290341 1.2599872 [139,] 0.0233 0.9294122 1.2605892 [140,] 0.0240 0.9302951 1.2619978 [141,] 0.0248 0.9313053 1.2636146 [142,] 0.0250 0.9315581 1.2640199 [143,] 0.0267 0.9337099 1.2674836 [144,] 0.0286 0.9361218 1.2713939 [145,] 0.0293 0.9370123 1.2728450 [146,] 0.0308 0.9389239 1.2759731 [147,] 0.0312 0.9394344 1.2768116 [148,] 0.0316 0.9399453 1.2776520 [149,] 0.0326 0.9412240 1.2797609 [150,] 0.0332 0.9419923 1.2810316 [151,] 0.0339 0.9428895 1.2825183 [152,] 0.0350 0.9443016 1.2848633 [153,] 0.0382 0.9484241 1.2917453 [154,] 0.0396 0.9502347 1.2947843 [155,] 0.0398 0.9504937 1.2952198 [156,] 0.0413 0.9524390 1.2984976 [157,] 0.0415 0.9526987 1.2989361 [158,] 0.0421 0.9534785 1.3002537 [159,] 0.0441 0.9560834 1.3046686 [160,] 0.0443 0.9563444 1.3051121 [161,] 0.0455 0.9579121 1.3077800 [162,] 0.0467 0.9594831 1.3104618 [163,] 0.0468 0.9596141 1.3106859 [164,] 0.0470 0.9598763 1.3111344 [165,] 0.0476 0.9606634 1.3124822 [166,] 0.0491 0.9626346 1.3158671 [167,] 0.0507 0.9647429 1.3195016 [168,] 0.0512 0.9654030 1.3206425 [169,] 0.0525 0.9671217 1.3236201 [170,] 0.0531 0.9679163 1.3249999 [171,] 0.0544 0.9696408 1.3280033 [172,] 0.0546 0.9699064 1.3284678 [173,] 0.0564 0.9723014 1.3326823 [174,] 0.0579 0.9743031 1.3362402 [175,] 0.0623 0.9802059 1.3469177 [176,] 0.0628 0.9808797 1.3481539 [177,] 0.0631 0.9812843 1.3488979 [178,] 0.0648 0.9835810 1.3531453 [179,] 0.0669 0.9864282 1.3584665 [180,] 0.0672 0.9868358 1.3592334 [181,] 0.0680 0.9879240 1.3612834 [182,] 0.0693 0.9896959 1.3646285 [183,] 0.0694 0.9898324 1.3648865 [184,] 0.0702 0.9909251 1.3669543 [185,] 0.0747 0.9971028 1.3787069 [186,] 0.0750 0.9975165 1.3794977 [187,] 0.0770 1.0002808 1.3847930 [188,] 0.0783 1.0020833 1.3882567 [189,] 0.0790 1.0030557 1.3901289 [190,] 0.0807 1.0054228 1.3946962 [191,] 0.0814 1.0063997 1.3965854 [192,] 0.0827 1.0082176 1.4001071 [193,] 0.0829 1.0084977 1.4006504 [194,] 0.0835 1.0093385 1.4022828 [195,] 0.0850 1.0114450 1.4063798 [196,] 0.0871 1.0144045 1.4121538 [197,] 0.0879 1.0155351 1.4143623 [198,] 0.0880 1.0156765 1.4146385 [199,] 0.0913 1.0203599 1.4237630 [200,] 0.0935 1.0234989 1.4298584 [201,] 0.0962 1.0273696 1.4373526 [202,] 0.1000 1.0328516 1.4479252 [203,] 0.1011 1.0344460 1.4509913 [204,] 0.1013 1.0347363 1.4515490 [205,] 0.1025 1.0364802 1.4548972 [206,] 0.1058 1.0412965 1.4641243 [207,] 0.1065 1.0423221 1.4660854 [208,] 0.1086 1.0454071 1.4719764 [209,] 0.1109 1.0488000 1.4784423 [210,] 0.1110 1.0489479 1.4787237 [211,] 0.1121 1.0505762 1.4818214 [212,] 0.1123 1.0508726 1.4823850 [213,] 0.1130 1.0519110 1.4843583 [214,] 0.1131 1.0520594 1.4846403 [215,] 0.1146 1.0542896 1.4888712 [216,] 0.1150 1.0548853 1.4899982 [217,] 0.1242 1.0687120 1.5157301 [218,] 0.1246 1.0693185 1.5168392 [219,] 0.1288 1.0757136 1.5284079 [220,] 0.1304 1.0781625 1.5327782 [221,] 0.1330 1.0821569 1.5398367 [222,] 0.1331 1.0823109 1.5401071 [223,] 0.1351 1.0853965 1.5454921 [224,] 0.1361 1.0869433 1.5481580 [225,] 0.1377 1.0894238 1.5523833 [226,] 0.1407 1.0940927 1.5601719 [227,] 0.1441 1.0994120 1.5687877 [228,] 0.1443 1.0997258 1.5692870 [229,] 0.1454 1.1014535 1.5720166 [230,] 0.1508 1.1099777 1.5849999 [231,] 0.1644 1.1317401 1.6145660 [232,] 0.1793 1.1560069 1.6420590 [233,] 0.1814 1.1594589 1.6456332 [234,] 0.1838 1.1634133 1.6496593 [235,] 0.1927 1.1781608 1.6643227 [236,] 0.1978 1.1866699 1.6725359 [237,] 0.2012 1.1923657 1.6779348 [238,] 0.2026 1.1947164 1.6801400 [239,] 0.2056 1.1997638 1.6848305 [240,] 0.2087 1.2049942 1.6896271 [241,] 0.2099 1.2070229 1.6914693 [242,] 0.2385 1.2560279 1.7361883 [243,] 0.2400 1.2586340 1.7386957 [244,] 0.2620 1.2973077 1.7778134 , , n=150 newdata fun 1der [1,] -0.3064 0.7124289 0.9234226 [2,] -0.2579 0.7572149 0.9234226 [3,] -0.2523 0.7623861 0.9234226 [4,] -0.2394 0.7742983 0.9234226 [5,] -0.2304 0.7826091 0.9234226 [6,] -0.2187 0.7934131 0.9234226 [7,] -0.2181 0.7939672 0.9234226 [8,] -0.2102 0.8012622 0.9234226 [9,] -0.2015 0.8092960 0.9234226 [10,] -0.1881 0.8216698 0.9234226 [11,] -0.1846 0.8249018 0.9234226 [12,] -0.1842 0.8252712 0.9234226 [13,] -0.1831 0.8262870 0.9234226 [14,] -0.1807 0.8285032 0.9234226 [15,] -0.1782 0.8308117 0.9234226 [16,] -0.1754 0.8333973 0.9234226 [17,] -0.1697 0.8386608 0.9234226 [18,] -0.1683 0.8399536 0.9234226 [19,] -0.1663 0.8418005 0.9234226 [20,] -0.1512 0.8557441 0.9234226 [21,] -0.1505 0.8563905 0.9234226 [22,] -0.1419 0.8643320 0.9234226 [23,] -0.1353 0.8704266 0.9234226 [24,] -0.1337 0.8719040 0.9234226 [25,] -0.1285 0.8767058 0.9234226 [26,] -0.1247 0.8802148 0.9234226 [27,] -0.1209 0.8837238 0.9234226 [28,] -0.1167 0.8876022 0.9234226 [29,] -0.1154 0.8888027 0.9234226 [30,] -0.1141 0.8900031 0.9234226 [31,] -0.1138 0.8902801 0.9234226 [32,] -0.1124 0.8915729 0.9234226 [33,] -0.1123 0.8916653 0.9234226 [34,] -0.1121 0.8918500 0.9234226 [35,] -0.1053 0.8981292 0.9234226 [36,] -0.1039 0.8994220 0.9234226 [37,] -0.0988 0.9041315 0.9234226 [38,] -0.0984 0.9045008 0.9234226 [39,] -0.0977 0.9051472 0.9234226 [40,] -0.0955 0.9071788 0.9234226 [41,] -0.0948 0.9078252 0.9234226 [42,] -0.0923 0.9101337 0.9234226 [43,] -0.0909 0.9114265 0.9234226 [44,] -0.0902 0.9120729 0.9234226 [45,] -0.0888 0.9133657 0.9234226 [46,] -0.0871 0.9149355 0.9234226 [47,] -0.0866 0.9153972 0.9234226 [48,] -0.0807 0.9208454 0.9234226 [49,] -0.0806 0.9209378 0.9234226 [50,] -0.0707 0.9300797 0.9234226 [51,] -0.0693 0.9313724 0.9234226 [52,] -0.0680 0.9325729 0.9234226 [53,] -0.0671 0.9334040 0.9234226 [54,] -0.0648 0.9355278 0.9234226 [55,] -0.0644 0.9358972 0.9234226 [56,] -0.0637 0.9365436 0.9234226 [57,] -0.0636 0.9366360 0.9234226 [58,] -0.0606 0.9394062 0.9234226 [59,] -0.0541 0.9454085 0.9234226 [60,] -0.0537 0.9457778 0.9234226 [61,] -0.0520 0.9473477 0.9234226 [62,] -0.0518 0.9475323 0.9234226 [63,] -0.0516 0.9477170 0.9234226 [64,] -0.0514 0.9479017 0.9234226 [65,] -0.0507 0.9485481 0.9234226 [66,] -0.0468 0.9521495 0.9234226 [67,] -0.0467 0.9522418 0.9234226 [68,] -0.0465 0.9524265 0.9234226 [69,] -0.0407 0.9577823 0.9234226 [70,] -0.0378 0.9604603 0.9234226 [71,] -0.0374 0.9608296 0.9234226 [72,] -0.0365 0.9616607 0.9234226 [73,] -0.0361 0.9620301 0.9234226 [74,] -0.0358 0.9623071 0.9234226 [75,] -0.0345 0.9635076 0.9234226 [76,] -0.0339 0.9640616 0.9234226 [77,] -0.0321 0.9657238 0.9234226 [78,] -0.0306 0.9671089 0.9234226 [79,] -0.0302 0.9674783 0.9234226 [80,] -0.0293 0.9683094 0.9234226 [81,] -0.0290 0.9685864 0.9234226 [82,] -0.0262 0.9711720 0.9234226 [83,] -0.0261 0.9712643 0.9234226 [84,] -0.0254 0.9719107 0.9234226 [85,] -0.0244 0.9728341 0.9234226 [86,] -0.0243 0.9729265 0.9234226 [87,] -0.0240 0.9732035 0.9234226 [88,] -0.0206 0.9763431 0.9234226 [89,] -0.0195 0.9773589 0.9234226 [90,] -0.0193 0.9775436 0.9234226 [91,] -0.0191 0.9777283 0.9234226 [92,] -0.0190 0.9778206 0.9234226 [93,] -0.0186 0.9781900 0.9234226 [94,] -0.0153 0.9812373 0.9234226 [95,] -0.0148 0.9816990 0.9234226 [96,] -0.0142 0.9822530 0.9234226 [97,] -0.0117 0.9845616 0.9234226 [98,] -0.0109 0.9853003 0.9234226 [99,] -0.0096 0.9865008 0.9234226 [100,] -0.0088 0.9872395 0.9234226 [101,] -0.0078 0.9881629 0.9234226 [102,] -0.0075 0.9884400 0.9234226 [103,] -0.0073 0.9886246 0.9234226 [104,] -0.0064 0.9894557 0.9234226 [105,] -0.0060 0.9898251 0.9234226 [106,] -0.0052 0.9905638 0.9234226 [107,] -0.0048 0.9906309 0.9234234 [108,] -0.0039 0.9914620 0.9234365 [109,] -0.0024 0.9928472 0.9234943 [110,] -0.0014 0.9937707 0.9235578 [111,] -0.0006 0.9945096 0.9236230 [112,] -0.0001 0.9949714 0.9236702 [113,] 0.0021 0.9970038 0.9239372 [114,] 0.0044 0.9994315 0.9243195 [115,] 0.0056 1.0005409 0.9245606 [116,] 0.0064 1.0012806 0.9247370 [117,] 0.0072 1.0020204 0.9249261 [118,] 0.0080 1.0027605 0.9251278 [119,] 0.0084 1.0031305 0.9252334 [120,] 0.0085 1.0032231 0.9252603 [121,] 0.0099 1.0045187 0.9256574 [122,] 0.0107 1.0052593 0.9259016 [123,] 0.0137 1.0080385 0.9269300 [124,] 0.0159 1.0100787 0.9277968 [125,] 0.0160 1.0101715 0.9278385 [126,] 0.0164 1.0105426 0.9280072 [127,] 0.0170 1.0110995 0.9282661 [128,] 0.0183 1.0123067 0.9288513 [129,] 0.0189 1.0128640 0.9291327 [130,] 0.0190 1.0129570 0.9291803 [131,] 0.0196 1.0135146 0.9294699 [132,] 0.0197 1.0136075 0.9295189 [133,] 0.0207 1.0145373 0.9300193 [134,] 0.0211 1.0149093 0.9302250 [135,] 0.0215 1.0152815 0.9304339 [136,] 0.0224 1.0161191 0.9309154 [137,] 0.0225 1.0162122 0.9309698 [138,] 0.0230 1.0166777 0.9312452 [139,] 0.0233 1.0169571 0.9314128 [140,] 0.0240 1.0176092 0.9318100 [141,] 0.0248 1.0183549 0.9322733 [142,] 0.0250 1.0185413 0.9323906 [143,] 0.0267 1.0201273 0.9334041 [144,] 0.0286 1.0219018 0.9345582 [145,] 0.0293 1.0225562 0.9349891 [146,] 0.0308 1.0239593 0.9359209 [147,] 0.0312 1.0243338 0.9361707 [148,] 0.0316 1.0247083 0.9364209 [149,] 0.0326 1.0256450 0.9370486 [150,] 0.0332 1.0262074 0.9374267 [151,] 0.0339 1.0268637 0.9378692 [152,] 0.0350 1.0278957 0.9385676 [153,] 0.0382 1.0309024 0.9406201 [154,] 0.0396 1.0322199 0.9415279 [155,] 0.0398 1.0324083 0.9416581 [156,] 0.0413 1.0338215 0.9426382 [157,] 0.0415 1.0340100 0.9427694 [158,] 0.0421 1.0345758 0.9431638 [159,] 0.0441 1.0364635 0.9444862 [160,] 0.0443 1.0366524 0.9446191 [161,] 0.0455 1.0377864 0.9454191 [162,] 0.0467 1.0389214 0.9462235 [163,] 0.0468 1.0390160 0.9462907 [164,] 0.0470 1.0392053 0.9464253 [165,] 0.0476 1.0397732 0.9468296 [166,] 0.0491 1.0411942 0.9478454 [167,] 0.0507 1.0427117 0.9489377 [168,] 0.0512 1.0431862 0.9492826 [169,] 0.0525 1.0444209 0.9501878 [170,] 0.0531 1.0449911 0.9506098 [171,] 0.0544 1.0462275 0.9515334 [172,] 0.0546 1.0464178 0.9516767 [173,] 0.0564 1.0481320 0.9529789 [174,] 0.0579 1.0495623 0.9540826 [175,] 0.0623 1.0537676 0.9574210 [176,] 0.0628 1.0542464 0.9578116 [177,] 0.0631 1.0545337 0.9580472 [178,] 0.0648 1.0561636 0.9593994 [179,] 0.0669 1.0581801 0.9611096 [180,] 0.0672 1.0584685 0.9613575 [181,] 0.0680 1.0592378 0.9620231 [182,] 0.0693 1.0604892 0.9631182 [183,] 0.0694 1.0605855 0.9632032 [184,] 0.0702 1.0613563 0.9638863 [185,] 0.0747 1.0657026 0.9678484 [186,] 0.0750 1.0659930 0.9681198 [187,] 0.0770 1.0679311 0.9699520 [188,] 0.0783 1.0691928 0.9711665 [189,] 0.0790 1.0698729 0.9718285 [190,] 0.0807 1.0715264 0.9734597 [191,] 0.0814 1.0722080 0.9741410 [192,] 0.0827 1.0734752 0.9754212 [193,] 0.0829 1.0736703 0.9756199 [194,] 0.0835 1.0742559 0.9762187 [195,] 0.0850 1.0757214 0.9777337 [196,] 0.0871 1.0777769 0.9798981 [197,] 0.0879 1.0785611 0.9807359 [198,] 0.0880 1.0786592 0.9808412 [199,] 0.0913 1.0819018 0.9843787 [200,] 0.0935 1.0840701 0.9868065 [201,] 0.0962 1.0867385 0.9898620 [202,] 0.1000 1.0905084 0.9943052 [203,] 0.1011 1.0916029 0.9956246 [204,] 0.1013 1.0918020 0.9958662 [205,] 0.1025 1.0929979 0.9973263 [206,] 0.1058 1.0962959 1.0014365 [207,] 0.1065 1.0969972 1.0023263 [208,] 0.1086 1.0991049 1.0050331 [209,] 0.1109 1.1014199 1.0080624 [210,] 0.1110 1.1015207 1.0081957 [211,] 0.1121 1.1026306 1.0096698 [212,] 0.1123 1.1028325 1.0099395 [213,] 0.1130 1.1035398 1.0108874 [214,] 0.1131 1.1036409 1.0110233 [215,] 0.1146 1.1051590 1.0130775 [216,] 0.1150 1.1055643 1.0136302 [217,] 0.1242 1.1149500 1.0269055 [218,] 0.1246 1.1153608 1.0275073 [219,] 0.1288 1.1196898 1.0339416 [220,] 0.1304 1.1213461 1.0364448 [221,] 0.1330 1.1240462 1.0405731 [222,] 0.1331 1.1241503 1.0407334 [223,] 0.1351 1.1262350 1.0439623 [224,] 0.1361 1.1272798 1.0455934 [225,] 0.1377 1.1289548 1.0482264 [226,] 0.1407 1.1321070 1.0532184 [227,] 0.1441 1.1356976 1.0589239 [228,] 0.1443 1.1359094 1.0592611 [229,] 0.1454 1.1370756 1.0611186 [230,] 0.1508 1.1428304 1.0703133 [231,] 0.1644 1.1575471 1.0940269 [232,] 0.1793 1.1740530 1.1221523 [233,] 0.1814 1.1764140 1.1264112 [234,] 0.1838 1.1791233 1.1313675 [235,] 0.1927 1.1892770 1.1505768 [236,] 0.1978 1.1951743 1.1621731 [237,] 0.2012 1.1991392 1.1701424 [238,] 0.2026 1.2007797 1.1734793 [239,] 0.2056 1.2043110 1.1807386 [240,] 0.2087 1.2079832 1.1883958 [241,] 0.2099 1.2094110 1.1914025 [242,] 0.2385 1.2445376 1.2640750 [243,] 0.2400 1.2464364 1.2675904 [244,] 0.2620 1.2748392 1.3123267 , , n=220 newdata fun 1der [1,] -0.3064 0.7668918 0.7600715 [2,] -0.2579 0.8038980 0.7633626 [3,] -0.2523 0.8081728 0.7633626 [4,] -0.2394 0.8180202 0.7633626 [5,] -0.2304 0.8248904 0.7633626 [6,] -0.2187 0.8338218 0.7633626 [7,] -0.2181 0.8342798 0.7633626 [8,] -0.2102 0.8403104 0.7633626 [9,] -0.2015 0.8469516 0.7633626 [10,] -0.1881 0.8571807 0.7633626 [11,] -0.1846 0.8598524 0.7633626 [12,] -0.1842 0.8601578 0.7633626 [13,] -0.1831 0.8609975 0.7633626 [14,] -0.1807 0.8628296 0.7633626 [15,] -0.1782 0.8647380 0.7633626 [16,] -0.1754 0.8668754 0.7633626 [17,] -0.1697 0.8712265 0.7633626 [18,] -0.1683 0.8722953 0.7633626 [19,] -0.1663 0.8738220 0.7633626 [20,] -0.1512 0.8853488 0.7633626 [21,] -0.1505 0.8858831 0.7633626 [22,] -0.1419 0.8924480 0.7633626 [23,] -0.1353 0.8974862 0.7633626 [24,] -0.1337 0.8987076 0.7633626 [25,] -0.1285 0.9026771 0.7633626 [26,] -0.1247 0.9055779 0.7633626 [27,] -0.1209 0.9084786 0.7633626 [28,] -0.1167 0.9116848 0.7633626 [29,] -0.1154 0.9126771 0.7633626 [30,] -0.1141 0.9136695 0.7633626 [31,] -0.1138 0.9138985 0.7633626 [32,] -0.1124 0.9149672 0.7633626 [33,] -0.1123 0.9150436 0.7633626 [34,] -0.1121 0.9151962 0.7633626 [35,] -0.1053 0.9203871 0.7633626 [36,] -0.1039 0.9214558 0.7633626 [37,] -0.0988 0.9253490 0.7633626 [38,] -0.0984 0.9256543 0.7633626 [39,] -0.0977 0.9261887 0.7633626 [40,] -0.0955 0.9278681 0.7633626 [41,] -0.0948 0.9284024 0.7633626 [42,] -0.0923 0.9303108 0.7633626 [43,] -0.0909 0.9313795 0.7633626 [44,] -0.0902 0.9319139 0.7633626 [45,] -0.0888 0.9329826 0.7633626 [46,] -0.0871 0.9342803 0.7633626 [47,] -0.0866 0.9346620 0.7633626 [48,] -0.0807 0.9391658 0.7633626 [49,] -0.0806 0.9392422 0.7633626 [50,] -0.0707 0.9467995 0.7633626 [51,] -0.0693 0.9478682 0.7633626 [52,] -0.0680 0.9488605 0.7633626 [53,] -0.0671 0.9495476 0.7633626 [54,] -0.0648 0.9513033 0.7633626 [55,] -0.0644 0.9516086 0.7633626 [56,] -0.0637 0.9521430 0.7633626 [57,] -0.0636 0.9522193 0.7633626 [58,] -0.0606 0.9545094 0.7633626 [59,] -0.0541 0.9594713 0.7633626 [60,] -0.0537 0.9597766 0.7633626 [61,] -0.0520 0.9610743 0.7633626 [62,] -0.0518 0.9612270 0.7633626 [63,] -0.0516 0.9613797 0.7633626 [64,] -0.0514 0.9615323 0.7633626 [65,] -0.0507 0.9620667 0.7633626 [66,] -0.0468 0.9650438 0.7633626 [67,] -0.0467 0.9651202 0.7633626 [68,] -0.0465 0.9652728 0.7633626 [69,] -0.0407 0.9697003 0.7633626 [70,] -0.0378 0.9719141 0.7633626 [71,] -0.0374 0.9722194 0.7633626 [72,] -0.0365 0.9729065 0.7633626 [73,] -0.0361 0.9732118 0.7633626 [74,] -0.0358 0.9734408 0.7633626 [75,] -0.0345 0.9744332 0.7633626 [76,] -0.0339 0.9748912 0.7633626 [77,] -0.0321 0.9762652 0.7633626 [78,] -0.0306 0.9774103 0.7633626 [79,] -0.0302 0.9777156 0.7633626 [80,] -0.0293 0.9784027 0.7633626 [81,] -0.0290 0.9786317 0.7633626 [82,] -0.0262 0.9807691 0.7633626 [83,] -0.0261 0.9808454 0.7633626 [84,] -0.0254 0.9813798 0.7633626 [85,] -0.0244 0.9821431 0.7633626 [86,] -0.0243 0.9822195 0.7633626 [87,] -0.0240 0.9824485 0.7633626 [88,] -0.0206 0.9850439 0.7633626 [89,] -0.0195 0.9858836 0.7633626 [90,] -0.0193 0.9860363 0.7633626 [91,] -0.0191 0.9861890 0.7633626 [92,] -0.0190 0.9862653 0.7633626 [93,] -0.0186 0.9865706 0.7633626 [94,] -0.0153 0.9890897 0.7633626 [95,] -0.0148 0.9894714 0.7633626 [96,] -0.0142 0.9899294 0.7633626 [97,] -0.0117 0.9918378 0.7633626 [98,] -0.0109 0.9924485 0.7633626 [99,] -0.0096 0.9934409 0.7633626 [100,] -0.0088 0.9940516 0.7633626 [101,] -0.0078 0.9948150 0.7633626 [102,] -0.0075 0.9950440 0.7633626 [103,] -0.0073 0.9951966 0.7633626 [104,] -0.0064 0.9958837 0.7633626 [105,] -0.0060 0.9961890 0.7633626 [106,] -0.0052 0.9967997 0.7633626 [107,] -0.0048 0.9971050 0.7633626 [108,] -0.0039 0.9977921 0.7633626 [109,] -0.0024 0.9989371 0.7633626 [110,] -0.0014 0.9997005 0.7633626 [111,] -0.0006 1.0003112 0.7633626 [112,] -0.0001 1.0006929 0.7633626 [113,] 0.0021 1.0023723 0.7633626 [114,] 0.0044 1.0041280 0.7633626 [115,] 0.0056 1.0050440 0.7633626 [116,] 0.0064 1.0056547 0.7633626 [117,] 0.0072 1.0062654 0.7633626 [118,] 0.0080 1.0068761 0.7633626 [119,] 0.0084 1.0071814 0.7633626 [120,] 0.0085 1.0072578 0.7633626 [121,] 0.0099 1.0083265 0.7633626 [122,] 0.0107 1.0089372 0.7633626 [123,] 0.0137 1.0112273 0.7633626 [124,] 0.0159 1.0129067 0.7633626 [125,] 0.0160 1.0129830 0.7633626 [126,] 0.0164 1.0132883 0.7633626 [127,] 0.0170 1.0137464 0.7633626 [128,] 0.0183 1.0147387 0.7633626 [129,] 0.0189 1.0151967 0.7633626 [130,] 0.0190 1.0152731 0.7633626 [131,] 0.0196 1.0157311 0.7633626 [132,] 0.0197 1.0158074 0.7633626 [133,] 0.0207 1.0165708 0.7633626 [134,] 0.0211 1.0168761 0.7633626 [135,] 0.0215 1.0171815 0.7633626 [136,] 0.0224 1.0178685 0.7633626 [137,] 0.0225 1.0179448 0.7633626 [138,] 0.0230 1.0183265 0.7633626 [139,] 0.0233 1.0185555 0.7633626 [140,] 0.0240 1.0190899 0.7633626 [141,] 0.0248 1.0197006 0.7633626 [142,] 0.0250 1.0198533 0.7633626 [143,] 0.0267 1.0211510 0.7633626 [144,] 0.0286 1.0226014 0.7633626 [145,] 0.0293 1.0231357 0.7633626 [146,] 0.0308 1.0242808 0.7633626 [147,] 0.0312 1.0245861 0.7633626 [148,] 0.0316 1.0248914 0.7633626 [149,] 0.0326 1.0256548 0.7633626 [150,] 0.0332 1.0261128 0.7633626 [151,] 0.0339 1.0266472 0.7633626 [152,] 0.0350 1.0274869 0.7633626 [153,] 0.0382 1.0299296 0.7633626 [154,] 0.0396 1.0309983 0.7633626 [155,] 0.0398 1.0311510 0.7633626 [156,] 0.0413 1.0322961 0.7633626 [157,] 0.0415 1.0324487 0.7633626 [158,] 0.0421 1.0329068 0.7633626 [159,] 0.0441 1.0344335 0.7633626 [160,] 0.0443 1.0345862 0.7633626 [161,] 0.0455 1.0355022 0.7633626 [162,] 0.0467 1.0364182 0.7633626 [163,] 0.0468 1.0364946 0.7633626 [164,] 0.0470 1.0366472 0.7633626 [165,] 0.0476 1.0371053 0.7633626 [166,] 0.0491 1.0382503 0.7633626 [167,] 0.0507 1.0394717 0.7633626 [168,] 0.0512 1.0398534 0.7633626 [169,] 0.0525 1.0408457 0.7633626 [170,] 0.0531 1.0413037 0.7633626 [171,] 0.0544 1.0422961 0.7633626 [172,] 0.0546 1.0424488 0.7633626 [173,] 0.0564 1.0438228 0.7633626 [174,] 0.0579 1.0449679 0.7633626 [175,] 0.0623 1.0483267 0.7633626 [176,] 0.0628 1.0487084 0.7633626 [177,] 0.0631 1.0489374 0.7633626 [178,] 0.0648 1.0502351 0.7633626 [179,] 0.0669 1.0518381 0.7633626 [180,] 0.0672 1.0520672 0.7633626 [181,] 0.0680 1.0526778 0.7633626 [182,] 0.0693 1.0536702 0.7633626 [183,] 0.0694 1.0537466 0.7633626 [184,] 0.0702 1.0543572 0.7633626 [185,] 0.0747 1.0577924 0.7633626 [186,] 0.0750 1.0580214 0.7633626 [187,] 0.0770 1.0595481 0.7633626 [188,] 0.0783 1.0605405 0.7633626 [189,] 0.0790 1.0610748 0.7633626 [190,] 0.0807 1.0623726 0.7633626 [191,] 0.0814 1.0629069 0.7633626 [192,] 0.0827 1.0638993 0.7633626 [193,] 0.0829 1.0640520 0.7633626 [194,] 0.0835 1.0645100 0.7633626 [195,] 0.0850 1.0656550 0.7633626 [196,] 0.0871 1.0672581 0.7633626 [197,] 0.0879 1.0678688 0.7633626 [198,] 0.0880 1.0679451 0.7633626 [199,] 0.0913 1.0704642 0.7633626 [200,] 0.0935 1.0721436 0.7633626 [201,] 0.0962 1.0742047 0.7633626 [202,] 0.1000 1.0771055 0.7633626 [203,] 0.1011 1.0779452 0.7633626 [204,] 0.1013 1.0780978 0.7633626 [205,] 0.1025 1.0790139 0.7633626 [206,] 0.1058 1.0815330 0.7633626 [207,] 0.1065 1.0820673 0.7633626 [208,] 0.1086 1.0836704 0.7633626 [209,] 0.1109 1.0854261 0.7633626 [210,] 0.1110 1.0855024 0.7633626 [211,] 0.1121 1.0863421 0.7633626 [212,] 0.1123 1.0864948 0.7633626 [213,] 0.1130 1.0870292 0.7633626 [214,] 0.1131 1.0871055 0.7633626 [215,] 0.1146 1.0882505 0.7633626 [216,] 0.1150 1.0885559 0.7633626 [217,] 0.1242 1.0955788 0.7633626 [218,] 0.1246 1.0958842 0.7633626 [219,] 0.1288 1.0990903 0.7633626 [220,] 0.1304 1.1003117 0.7633626 [221,] 0.1330 1.1022964 0.7633626 [222,] 0.1331 1.1023728 0.7633626 [223,] 0.1351 1.1038995 0.7633626 [224,] 0.1361 1.1046628 0.7633626 [225,] 0.1377 1.1058842 0.7633626 [226,] 0.1407 1.1081743 0.7633626 [227,] 0.1441 1.1107697 0.7633626 [228,] 0.1443 1.1109224 0.7633626 [229,] 0.1454 1.1117621 0.7633626 [230,] 0.1508 1.1158843 0.7633626 [231,] 0.1644 1.1262660 0.7633626 [232,] 0.1793 1.1376401 0.7633626 [233,] 0.1814 1.1392432 0.7633626 [234,] 0.1838 1.1410752 0.7633626 [235,] 0.1927 1.1478692 0.7633626 [236,] 0.1978 1.1517623 0.7633626 [237,] 0.2012 1.1543578 0.7633626 [238,] 0.2026 1.1554265 0.7633626 [239,] 0.2056 1.1577165 0.7633626 [240,] 0.2087 1.1600830 0.7633626 [241,] 0.2099 1.1609990 0.7633626 [242,] 0.2385 1.1828325 0.7639762 [243,] 0.2400 1.1839786 0.7642442 [244,] 0.2620 1.2008764 0.7734305 , , n=340 newdata fun 1der [1,] -0.3064 0.7210196 1.028833 [2,] -0.2579 0.7713815 1.040149 [3,] -0.2523 0.7772063 1.040149 [4,] -0.2394 0.7906242 1.040149 [5,] -0.2304 0.7999856 1.040149 [6,] -0.2187 0.8121553 1.040149 [7,] -0.2181 0.8127794 1.040149 [8,] -0.2102 0.8209966 1.040149 [9,] -0.2015 0.8300459 1.040149 [10,] -0.1881 0.8439839 1.040149 [11,] -0.1846 0.8476244 1.040149 [12,] -0.1842 0.8480405 1.040149 [13,] -0.1831 0.8491846 1.040149 [14,] -0.1807 0.8516810 1.040149 [15,] -0.1782 0.8542814 1.040149 [16,] -0.1754 0.8571938 1.040149 [17,] -0.1697 0.8631226 1.040149 [18,] -0.1683 0.8645789 1.040149 [19,] -0.1663 0.8666592 1.040149 [20,] -0.1512 0.8823654 1.040149 [21,] -0.1505 0.8830935 1.040149 [22,] -0.1419 0.8920388 1.040149 [23,] -0.1353 0.8989038 1.040149 [24,] -0.1337 0.9005680 1.040149 [25,] -0.1285 0.9059768 1.040149 [26,] -0.1247 0.9099294 1.040149 [27,] -0.1209 0.9138819 1.040149 [28,] -0.1167 0.9182506 1.040149 [29,] -0.1154 0.9196028 1.040149 [30,] -0.1141 0.9209549 1.040149 [31,] -0.1138 0.9212670 1.040149 [32,] -0.1124 0.9227232 1.040149 [33,] -0.1123 0.9228272 1.040149 [34,] -0.1121 0.9230352 1.040149 [35,] -0.1053 0.9301083 1.040149 [36,] -0.1039 0.9315645 1.040149 [37,] -0.0988 0.9368692 1.040149 [38,] -0.0984 0.9372853 1.040149 [39,] -0.0977 0.9380134 1.040149 [40,] -0.0955 0.9403017 1.040149 [41,] -0.0948 0.9410298 1.040149 [42,] -0.0923 0.9436302 1.040149 [43,] -0.0909 0.9450864 1.040149 [44,] -0.0902 0.9458145 1.040149 [45,] -0.0888 0.9472707 1.040149 [46,] -0.0871 0.9490390 1.040149 [47,] -0.0866 0.9495590 1.040149 [48,] -0.0807 0.9556959 1.040149 [49,] -0.0806 0.9557999 1.040149 [50,] -0.0707 0.9660974 1.040149 [51,] -0.0693 0.9675536 1.040149 [52,] -0.0680 0.9689058 1.040149 [53,] -0.0671 0.9698420 1.040149 [54,] -0.0648 0.9722343 1.040149 [55,] -0.0644 0.9726504 1.040149 [56,] -0.0637 0.9733785 1.040149 [57,] -0.0636 0.9734825 1.040149 [58,] -0.0606 0.9766029 1.040149 [59,] -0.0541 0.9833639 1.040149 [60,] -0.0537 0.9837800 1.040149 [61,] -0.0520 0.9855482 1.040149 [62,] -0.0518 0.9857562 1.040149 [63,] -0.0516 0.9859643 1.040149 [64,] -0.0514 0.9861723 1.040149 [65,] -0.0507 0.9869004 1.040149 [66,] -0.0468 0.9909570 1.040149 [67,] -0.0467 0.9910610 1.040149 [68,] -0.0465 0.9912690 1.040149 [69,] -0.0407 0.9973019 1.040149 [70,] -0.0378 1.0003183 1.040149 [71,] -0.0374 1.0007344 1.040149 [72,] -0.0365 1.0016705 1.040149 [73,] -0.0361 1.0020866 1.040149 [74,] -0.0358 1.0023986 1.040149 [75,] -0.0345 1.0037508 1.040149 [76,] -0.0339 1.0043749 1.040149 [77,] -0.0321 1.0062472 1.040149 [78,] -0.0306 1.0078074 1.040149 [79,] -0.0302 1.0082235 1.040149 [80,] -0.0293 1.0091596 1.040149 [81,] -0.0290 1.0094716 1.040149 [82,] -0.0262 1.0123841 1.040149 [83,] -0.0261 1.0124881 1.040149 [84,] -0.0254 1.0132162 1.040149 [85,] -0.0244 1.0142563 1.040149 [86,] -0.0243 1.0143603 1.040149 [87,] -0.0240 1.0146724 1.040149 [88,] -0.0206 1.0182089 1.040149 [89,] -0.0195 1.0193531 1.040149 [90,] -0.0193 1.0195611 1.040149 [91,] -0.0191 1.0197691 1.040149 [92,] -0.0190 1.0198731 1.040149 [93,] -0.0186 1.0202892 1.040149 [94,] -0.0153 1.0237217 1.040149 [95,] -0.0148 1.0242418 1.040149 [96,] -0.0142 1.0248659 1.040149 [97,] -0.0117 1.0274662 1.040149 [98,] -0.0109 1.0282983 1.040149 [99,] -0.0096 1.0296505 1.040149 [100,] -0.0088 1.0304827 1.040149 [101,] -0.0078 1.0315228 1.040149 [102,] -0.0075 1.0318349 1.040149 [103,] -0.0073 1.0320429 1.040149 [104,] -0.0064 1.0329790 1.040149 [105,] -0.0060 1.0333951 1.040149 [106,] -0.0052 1.0342272 1.040149 [107,] -0.0048 1.0346433 1.040149 [108,] -0.0039 1.0355794 1.040149 [109,] -0.0024 1.0371396 1.040149 [110,] -0.0014 1.0381798 1.040149 [111,] -0.0006 1.0390119 1.040149 [112,] -0.0001 1.0395320 1.040149 [113,] 0.0021 1.0418203 1.040149 [114,] 0.0044 1.0442126 1.040149 [115,] 0.0056 1.0454608 1.040149 [116,] 0.0064 1.0462929 1.040149 [117,] 0.0072 1.0471250 1.040149 [118,] 0.0080 1.0479572 1.040149 [119,] 0.0084 1.0483732 1.040149 [120,] 0.0085 1.0484772 1.040149 [121,] 0.0099 1.0499334 1.040149 [122,] 0.0107 1.0507656 1.040149 [123,] 0.0137 1.0538860 1.040149 [124,] 0.0159 1.0561743 1.040149 [125,] 0.0160 1.0562784 1.040149 [126,] 0.0164 1.0566944 1.040149 [127,] 0.0170 1.0573185 1.040149 [128,] 0.0183 1.0586707 1.040149 [129,] 0.0189 1.0592948 1.040149 [130,] 0.0190 1.0593988 1.040149 [131,] 0.0196 1.0600229 1.040149 [132,] 0.0197 1.0601269 1.040149 [133,] 0.0207 1.0611671 1.040149 [134,] 0.0211 1.0615831 1.040149 [135,] 0.0215 1.0619992 1.040149 [136,] 0.0224 1.0629353 1.040149 [137,] 0.0225 1.0630393 1.040149 [138,] 0.0230 1.0635594 1.040149 [139,] 0.0233 1.0638714 1.040149 [140,] 0.0240 1.0645996 1.040149 [141,] 0.0248 1.0654317 1.040149 [142,] 0.0250 1.0656397 1.040149 [143,] 0.0267 1.0674080 1.040149 [144,] 0.0286 1.0693842 1.040149 [145,] 0.0293 1.0701123 1.040149 [146,] 0.0308 1.0716726 1.040149 [147,] 0.0312 1.0720886 1.040149 [148,] 0.0316 1.0725047 1.040149 [149,] 0.0326 1.0735448 1.040149 [150,] 0.0332 1.0741689 1.040149 [151,] 0.0339 1.0748970 1.040149 [152,] 0.0350 1.0760412 1.040149 [153,] 0.0382 1.0793697 1.040149 [154,] 0.0396 1.0808259 1.040149 [155,] 0.0398 1.0810339 1.040149 [156,] 0.0413 1.0825941 1.040149 [157,] 0.0415 1.0828022 1.040149 [158,] 0.0421 1.0834263 1.040149 [159,] 0.0441 1.0855066 1.040149 [160,] 0.0443 1.0857146 1.040149 [161,] 0.0455 1.0869628 1.040149 [162,] 0.0467 1.0882109 1.040149 [163,] 0.0468 1.0883150 1.040149 [164,] 0.0470 1.0885230 1.040149 [165,] 0.0476 1.0891471 1.040149 [166,] 0.0491 1.0907073 1.040149 [167,] 0.0507 1.0923715 1.040149 [168,] 0.0512 1.0928916 1.040149 [169,] 0.0525 1.0942438 1.040149 [170,] 0.0531 1.0948679 1.040149 [171,] 0.0544 1.0962201 1.040149 [172,] 0.0546 1.0964281 1.040149 [173,] 0.0564 1.0983004 1.040149 [174,] 0.0579 1.0998606 1.040149 [175,] 0.0623 1.1044373 1.040149 [176,] 0.0628 1.1049573 1.040149 [177,] 0.0631 1.1052694 1.040149 [178,] 0.0648 1.1070376 1.040149 [179,] 0.0669 1.1092220 1.040149 [180,] 0.0672 1.1095340 1.040149 [181,] 0.0680 1.1103661 1.040149 [182,] 0.0693 1.1117183 1.040149 [183,] 0.0694 1.1118223 1.040149 [184,] 0.0702 1.1126544 1.040149 [185,] 0.0747 1.1173351 1.040149 [186,] 0.0750 1.1176472 1.040149 [187,] 0.0770 1.1197275 1.040149 [188,] 0.0783 1.1210797 1.040149 [189,] 0.0790 1.1218078 1.040149 [190,] 0.0807 1.1235760 1.040149 [191,] 0.0814 1.1243041 1.040149 [192,] 0.0827 1.1256563 1.040149 [193,] 0.0829 1.1258643 1.040149 [194,] 0.0835 1.1264884 1.040149 [195,] 0.0850 1.1280487 1.040149 [196,] 0.0871 1.1302330 1.040149 [197,] 0.0879 1.1310651 1.040149 [198,] 0.0880 1.1311691 1.040149 [199,] 0.0913 1.1346016 1.040149 [200,] 0.0935 1.1368899 1.040149 [201,] 0.0962 1.1396983 1.040149 [202,] 0.1000 1.1436509 1.040149 [203,] 0.1011 1.1447951 1.040149 [204,] 0.1013 1.1450031 1.040149 [205,] 0.1025 1.1462513 1.040149 [206,] 0.1058 1.1496838 1.040149 [207,] 0.1065 1.1504119 1.040149 [208,] 0.1086 1.1525962 1.040149 [209,] 0.1109 1.1549885 1.040149 [210,] 0.1110 1.1550925 1.040149 [211,] 0.1121 1.1562367 1.040149 [212,] 0.1123 1.1564447 1.040149 [213,] 0.1130 1.1571728 1.040149 [214,] 0.1131 1.1572768 1.040149 [215,] 0.1146 1.1588371 1.040149 [216,] 0.1150 1.1592531 1.040149 [217,] 0.1242 1.1688225 1.040149 [218,] 0.1246 1.1692386 1.040149 [219,] 0.1288 1.1736072 1.040149 [220,] 0.1304 1.1752714 1.040149 [221,] 0.1330 1.1779758 1.040149 [222,] 0.1331 1.1780798 1.040149 [223,] 0.1351 1.1801601 1.040149 [224,] 0.1361 1.1812003 1.040149 [225,] 0.1377 1.1828645 1.040149 [226,] 0.1407 1.1859850 1.040149 [227,] 0.1441 1.1895215 1.040149 [228,] 0.1443 1.1897295 1.040149 [229,] 0.1454 1.1908737 1.040149 [230,] 0.1508 1.1964905 1.040149 [231,] 0.1644 1.2106365 1.040149 [232,] 0.1793 1.2261347 1.040149 [233,] 0.1814 1.2283190 1.040149 [234,] 0.1838 1.2308154 1.040149 [235,] 0.1927 1.2400727 1.040149 [236,] 0.1978 1.2453775 1.040149 [237,] 0.2012 1.2489140 1.040149 [238,] 0.2026 1.2503702 1.040149 [239,] 0.2056 1.2534907 1.040149 [240,] 0.2087 1.2567151 1.040149 [241,] 0.2099 1.2579633 1.040149 [242,] 0.2385 1.2877116 1.040149 [243,] 0.2400 1.2892718 1.040149 [244,] 0.2620 1.3121662 1.042858 , , n=510 newdata fun 1der [1,] -0.3064 0.7895736 0.5565912 [2,] -0.2579 0.8165683 0.5565912 [3,] -0.2523 0.8196852 0.5565912 [4,] -0.2394 0.8268652 0.5565912 [5,] -0.2304 0.8318745 0.5565912 [6,] -0.2187 0.8383866 0.5565912 [7,] -0.2181 0.8387206 0.5565912 [8,] -0.2102 0.8431177 0.5565912 [9,] -0.2015 0.8479600 0.5565912 [10,] -0.1881 0.8554183 0.5565912 [11,] -0.1846 0.8573664 0.5565912 [12,] -0.1842 0.8575890 0.5565912 [13,] -0.1831 0.8582013 0.5565912 [14,] -0.1807 0.8595371 0.5565912 [15,] -0.1782 0.8609286 0.5565912 [16,] -0.1754 0.8624870 0.5565912 [17,] -0.1697 0.8656596 0.5565912 [18,] -0.1683 0.8664388 0.5565912 [19,] -0.1663 0.8675520 0.5565912 [20,] -0.1512 0.8759565 0.5565912 [21,] -0.1505 0.8763462 0.5565912 [22,] -0.1419 0.8811328 0.5565912 [23,] -0.1353 0.8848063 0.5565912 [24,] -0.1337 0.8856969 0.5565912 [25,] -0.1285 0.8885912 0.5565912 [26,] -0.1247 0.8907062 0.5565912 [27,] -0.1209 0.8928213 0.5565912 [28,] -0.1167 0.8951589 0.5565912 [29,] -0.1154 0.8958825 0.5565912 [30,] -0.1141 0.8966061 0.5565912 [31,] -0.1138 0.8967731 0.5565912 [32,] -0.1124 0.8975523 0.5565912 [33,] -0.1123 0.8976079 0.5565912 [34,] -0.1121 0.8977193 0.5565912 [35,] -0.1053 0.9015041 0.5565912 [36,] -0.1039 0.9022833 0.5565912 [37,] -0.0988 0.9051219 0.5565912 [38,] -0.0984 0.9053446 0.5565912 [39,] -0.0977 0.9057342 0.5565912 [40,] -0.0955 0.9069587 0.5565912 [41,] -0.0948 0.9073483 0.5565912 [42,] -0.0923 0.9087398 0.5565912 [43,] -0.0909 0.9095190 0.5565912 [44,] -0.0902 0.9099086 0.5565912 [45,] -0.0888 0.9106878 0.5565912 [46,] -0.0871 0.9116340 0.5565912 [47,] -0.0866 0.9119123 0.5565912 [48,] -0.0807 0.9151966 0.5568560 [49,] -0.0806 0.9152523 0.5568670 [50,] -0.0707 0.9207741 0.5589573 [51,] -0.0693 0.9215570 0.5594182 [52,] -0.0680 0.9222845 0.5598864 [53,] -0.0671 0.9227885 0.5602334 [54,] -0.0648 0.9240782 0.5612045 [55,] -0.0644 0.9243027 0.5613858 [56,] -0.0637 0.9246958 0.5617120 [57,] -0.0636 0.9247520 0.5617595 [58,] -0.0606 0.9264395 0.5632832 [59,] -0.0541 0.9301129 0.5671121 [60,] -0.0537 0.9303398 0.5673708 [61,] -0.0520 0.9313053 0.5684920 [62,] -0.0518 0.9314190 0.5686251 [63,] -0.0516 0.9315327 0.5687584 [64,] -0.0514 0.9316465 0.5688919 [65,] -0.0507 0.9320449 0.5693604 [66,] -0.0468 0.9342706 0.5720507 [67,] -0.0467 0.9343278 0.5721216 [68,] -0.0465 0.9344422 0.5722637 [69,] -0.0407 0.9377736 0.5765551 [70,] -0.0378 0.9394489 0.5788245 [71,] -0.0374 0.9396805 0.5791451 [72,] -0.0365 0.9402021 0.5798743 [73,] -0.0361 0.9404341 0.5802017 [74,] -0.0358 0.9406082 0.5804487 [75,] -0.0345 0.9413635 0.5815325 [76,] -0.0339 0.9417125 0.5820403 [77,] -0.0321 0.9427616 0.5835917 [78,] -0.0306 0.9436380 0.5849170 [79,] -0.0302 0.9438720 0.5852762 [80,] -0.0293 0.9443991 0.5860952 [81,] -0.0290 0.9445750 0.5863715 [82,] -0.0262 0.9462205 0.5890068 [83,] -0.0261 0.9462794 0.5891025 [84,] -0.0254 0.9466920 0.5897754 [85,] -0.0244 0.9472823 0.5907436 [86,] -0.0243 0.9473413 0.5908409 [87,] -0.0240 0.9475186 0.5911332 [88,] -0.0206 0.9495342 0.5944982 [89,] -0.0195 0.9501887 0.5956074 [90,] -0.0193 0.9503079 0.5958101 [91,] -0.0191 0.9504271 0.5960132 [92,] -0.0190 0.9504867 0.5961148 [93,] -0.0186 0.9507252 0.5965223 [94,] -0.0153 0.9526993 0.5999343 [95,] -0.0148 0.9529994 0.6004592 [96,] -0.0142 0.9533599 0.6010917 [97,] -0.0117 0.9548659 0.6037592 [98,] -0.0109 0.9553493 0.6046251 [99,] -0.0096 0.9561362 0.6060602 [100,] -0.0088 0.9566215 0.6069616 [101,] -0.0078 0.9572290 0.6081113 [102,] -0.0075 0.9574115 0.6084585 [103,] -0.0073 0.9575332 0.6086903 [104,] -0.0064 0.9580815 0.6097380 [105,] -0.0060 0.9583255 0.6102058 [106,] -0.0052 0.9588140 0.6111454 [107,] -0.0048 0.9590586 0.6116173 [108,] -0.0039 0.9596095 0.6126839 [109,] -0.0024 0.9605299 0.6144767 [110,] -0.0014 0.9611449 0.6156824 [111,] -0.0006 0.9616379 0.6166530 [112,] -0.0001 0.9619464 0.6172623 [113,] 0.0021 0.9633073 0.6199686 [114,] 0.0044 0.9647365 0.6228413 [115,] 0.0056 0.9654848 0.6243578 [116,] 0.0064 0.9659847 0.6253756 [117,] 0.0072 0.9664854 0.6263987 [118,] 0.0080 0.9669870 0.6274272 [119,] 0.0084 0.9672380 0.6279435 [120,] 0.0085 0.9673008 0.6280728 [121,] 0.0099 0.9681814 0.6298915 [122,] 0.0107 0.9686858 0.6309382 [123,] 0.0137 0.9705845 0.6349112 [124,] 0.0159 0.9719846 0.6378728 [125,] 0.0160 0.9720484 0.6380084 [126,] 0.0164 0.9723037 0.6385516 [127,] 0.0170 0.9726870 0.6393689 [128,] 0.0183 0.9735194 0.6411509 [129,] 0.0189 0.9739043 0.6419794 [130,] 0.0190 0.9739685 0.6421178 [131,] 0.0196 0.9743540 0.6429508 [132,] 0.0197 0.9744183 0.6430900 [133,] 0.0207 0.9750621 0.6444879 [134,] 0.0211 0.9753200 0.6450501 [135,] 0.0215 0.9755782 0.6456140 [136,] 0.0224 0.9761598 0.6468891 [137,] 0.0225 0.9762245 0.6470313 [138,] 0.0230 0.9765482 0.6477439 [139,] 0.0233 0.9767426 0.6481728 [140,] 0.0240 0.9771967 0.6491773 [141,] 0.0248 0.9777165 0.6503317 [142,] 0.0250 0.9778466 0.6506214 [143,] 0.0267 0.9789547 0.6531114 [144,] 0.0286 0.9801983 0.6559711 [145,] 0.0293 0.9806579 0.6570487 [146,] 0.0308 0.9816452 0.6594034 [147,] 0.0312 0.9819091 0.6600418 [148,] 0.0316 0.9821733 0.6606846 [149,] 0.0326 0.9828347 0.6623109 [150,] 0.0332 0.9832324 0.6633000 [151,] 0.0339 0.9836971 0.6644664 [152,] 0.0350 0.9844291 0.6663267 [153,] 0.0382 0.9865702 0.6719284 [154,] 0.0396 0.9875127 0.6744680 [155,] 0.0398 0.9876476 0.6748352 [156,] 0.0413 0.9886620 0.6776244 [157,] 0.0415 0.9887975 0.6780010 [158,] 0.0421 0.9892047 0.6791372 [159,] 0.0441 0.9905668 0.6829867 [160,] 0.0443 0.9907034 0.6833784 [161,] 0.0455 0.9915249 0.6857558 [162,] 0.0467 0.9923492 0.6881767 [163,] 0.0468 0.9924181 0.6883808 [164,] 0.0470 0.9925558 0.6887906 [165,] 0.0476 0.9929694 0.6900315 [166,] 0.0491 0.9940068 0.6932093 [167,] 0.0507 0.9951188 0.6967136 [168,] 0.0512 0.9954674 0.6978317 [169,] 0.0525 0.9963765 0.7007885 [170,] 0.0531 0.9967974 0.7021774 [171,] 0.0544 0.9977122 0.7052395 [172,] 0.0546 0.9978533 0.7057169 [173,] 0.0564 0.9991275 0.7101133 [174,] 0.0579 1.0001955 0.7139193 [175,] 0.0623 1.0033625 0.7258029 [176,] 0.0628 1.0037258 0.7272096 [177,] 0.0631 1.0039441 0.7280581 [178,] 0.0648 1.0051859 0.7329255 [179,] 0.0669 1.0067315 0.7390781 [180,] 0.0672 1.0069533 0.7399697 [181,] 0.0680 1.0075463 0.7423627 [182,] 0.0693 1.0085139 0.7462991 [183,] 0.0694 1.0085885 0.7466043 [184,] 0.0702 1.0091868 0.7490590 [185,] 0.0747 1.0125892 0.7632472 [186,] 0.0750 1.0128184 0.7642195 [187,] 0.0770 1.0143533 0.7707931 [188,] 0.0783 1.0153582 0.7751408 [189,] 0.0790 1.0159016 0.7775039 [190,] 0.0807 1.0172283 0.7833072 [191,] 0.0814 1.0177775 0.7857222 [192,] 0.0827 1.0188018 0.7902368 [193,] 0.0829 1.0189599 0.7909350 [194,] 0.0835 1.0194351 0.7930343 [195,] 0.0850 1.0206286 0.7982988 [196,] 0.0871 1.0223128 0.8057023 [197,] 0.0879 1.0229585 0.8085329 [198,] 0.0880 1.0230394 0.8088871 [199,] 0.0913 1.0257281 0.8206289 [200,] 0.0935 1.0275421 0.8285262 [201,] 0.0962 1.0297923 0.8383324 [202,] 0.1000 1.0330047 0.8524336 [203,] 0.1011 1.0339446 0.8565857 [204,] 0.1013 1.0341160 0.8573441 [205,] 0.1025 1.0351476 0.8619185 [206,] 0.1058 1.0380130 0.8747818 [207,] 0.1065 1.0386263 0.8775650 [208,] 0.1086 1.0404781 0.8860290 [209,] 0.1109 1.0425268 0.8954849 [210,] 0.1110 1.0426164 0.8958999 [211,] 0.1121 1.0436044 0.9004848 [212,] 0.1123 1.0437846 0.9013225 [213,] 0.1130 1.0444165 0.9042643 [214,] 0.1131 1.0445070 0.9046858 [215,] 0.1146 1.0458687 0.9110458 [216,] 0.1150 1.0462335 0.9127537 [217,] 0.1242 1.0548158 0.9533702 [218,] 0.1246 1.0551975 0.9551906 [219,] 0.1288 1.0592498 0.9745725 [220,] 0.1304 1.0608151 0.9820845 [221,] 0.1330 1.0633846 0.9944427 [222,] 0.1331 1.0634841 0.9949217 [223,] 0.1351 1.0654835 1.0045608 [224,] 0.1361 1.0664905 1.0094219 [225,] 0.1377 1.0681118 1.0172571 [226,] 0.1407 1.0711859 1.0321091 [227,] 0.1441 1.0747238 1.0490619 [228,] 0.1443 1.0749337 1.0500611 [229,] 0.1454 1.0760918 1.0555549 [230,] 0.1508 1.0818645 1.0824554 [231,] 0.1644 1.0970466 1.1501380 [232,] 0.1793 1.1147261 1.2224557 [233,] 0.1814 1.1173036 1.2323558 [234,] 0.1838 1.1202748 1.2435618 [235,] 0.1927 1.1315242 1.2841860 [236,] 0.1978 1.1381316 1.3068672 [237,] 0.2012 1.1426002 1.3216459 [238,] 0.2026 1.1444547 1.3276407 [239,] 0.2056 1.1484567 1.3403384 [240,] 0.2087 1.1526319 1.3533005 [241,] 0.2099 1.1542588 1.3582755 [242,] 0.2385 1.1947179 1.4674468 [243,] 0.2400 1.1969229 1.4725602 [244,] 0.2620 1.2300911 1.5401891 , , n=760 newdata fun 1der [1,] -0.3064 6.636539e-01 1.033213 [2,] -0.2579 7.144823e-01 1.061447 [3,] -0.2523 7.204359e-01 1.064925 [4,] -0.2394 7.342301e-01 1.073780 [5,] -0.2304 7.439221e-01 1.079916 [6,] -0.2187 7.565964e-01 1.086043 [7,] -0.2181 7.572481e-01 1.086252 [8,] -0.2102 7.658385e-01 1.088393 [9,] -0.2015 7.753161e-01 1.090358 [10,] -0.1881 7.899446e-01 1.092966 [11,] -0.1846 7.937714e-01 1.093830 [12,] -0.1842 7.942090e-01 1.093939 [13,] -0.1831 7.954125e-01 1.094267 [14,] -0.1807 7.980397e-01 1.095086 [15,] -0.1782 8.007786e-01 1.096036 [16,] -0.1754 8.038491e-01 1.097217 [17,] -0.1697 8.101109e-01 1.100017 [18,] -0.1683 8.116515e-01 1.100782 [19,] -0.1663 8.138542e-01 1.101947 [20,] -0.1512 8.305749e-01 1.113516 [21,] -0.1505 8.313546e-01 1.114153 [22,] -0.1419 8.409716e-01 1.122463 [23,] -0.1353 8.484020e-01 1.129242 [24,] -0.1337 8.502102e-01 1.130915 [25,] -0.1285 8.561050e-01 1.136337 [26,] -0.1247 8.604307e-01 1.140334 [27,] -0.1209 8.647716e-01 1.144334 [28,] -0.1167 8.695869e-01 1.148693 [29,] -0.1154 8.710811e-01 1.150035 [30,] -0.1141 8.725770e-01 1.151376 [31,] -0.1138 8.729225e-01 1.151684 [32,] -0.1124 8.745358e-01 1.153115 [33,] -0.1123 8.746512e-01 1.153217 [34,] -0.1121 8.748818e-01 1.153420 [35,] -0.1053 8.827483e-01 1.160177 [36,] -0.1039 8.843734e-01 1.161465 [37,] -0.0988 8.903079e-01 1.165657 [38,] -0.0984 8.907743e-01 1.165952 [39,] -0.0977 8.915906e-01 1.166454 [40,] -0.0955 8.941585e-01 1.167944 [41,] -0.0948 8.949762e-01 1.168389 [42,] -0.0923 8.978990e-01 1.169845 [43,] -0.0909 8.995373e-01 1.170564 [44,] -0.0902 9.003568e-01 1.170898 [45,] -0.0888 9.019965e-01 1.171514 [46,] -0.0871 9.039887e-01 1.172175 [47,] -0.0866 9.045748e-01 1.172351 [48,] -0.0807 9.114964e-01 1.173768 [49,] -0.0806 9.116138e-01 1.173781 [50,] -0.0707 9.232373e-01 1.174161 [51,] -0.0693 9.248811e-01 1.174161 [52,] -0.0680 9.264075e-01 1.174161 [53,] -0.0671 9.274642e-01 1.174161 [54,] -0.0648 9.301648e-01 1.174161 [55,] -0.0644 9.306345e-01 1.174161 [56,] -0.0637 9.314564e-01 1.174161 [57,] -0.0636 9.315738e-01 1.174161 [58,] -0.0606 9.350963e-01 1.174161 [59,] -0.0541 9.427283e-01 1.174161 [60,] -0.0537 9.431980e-01 1.174161 [61,] -0.0520 9.451941e-01 1.174161 [62,] -0.0518 9.454289e-01 1.174161 [63,] -0.0516 9.456637e-01 1.174161 [64,] -0.0514 9.458986e-01 1.174161 [65,] -0.0507 9.467205e-01 1.174161 [66,] -0.0468 9.512997e-01 1.174211 [67,] -0.0467 9.514171e-01 1.174217 [68,] -0.0465 9.516520e-01 1.174229 [69,] -0.0407 9.584645e-01 1.175073 [70,] -0.0378 9.618733e-01 1.175815 [71,] -0.0374 9.623436e-01 1.175930 [72,] -0.0365 9.634021e-01 1.176201 [73,] -0.0361 9.638726e-01 1.176327 [74,] -0.0358 9.642255e-01 1.176423 [75,] -0.0345 9.657551e-01 1.176861 [76,] -0.0339 9.664613e-01 1.177074 [77,] -0.0321 9.685806e-01 1.177756 [78,] -0.0306 9.703477e-01 1.178374 [79,] -0.0302 9.708191e-01 1.178546 [80,] -0.0293 9.718800e-01 1.178945 [81,] -0.0290 9.722337e-01 1.179082 [82,] -0.0262 9.755370e-01 1.180443 [83,] -0.0261 9.756550e-01 1.180494 [84,] -0.0254 9.764815e-01 1.180860 [85,] -0.0244 9.776626e-01 1.181399 [86,] -0.0243 9.777808e-01 1.181454 [87,] -0.0240 9.781352e-01 1.181620 [88,] -0.0206 9.821561e-01 1.183632 [89,] -0.0195 9.834585e-01 1.184339 [90,] -0.0193 9.836954e-01 1.184471 [91,] -0.0191 9.839323e-01 1.184604 [92,] -0.0190 9.840507e-01 1.184670 [93,] -0.0186 9.845246e-01 1.184940 [94,] -0.0153 9.884388e-01 1.187311 [95,] -0.0148 9.890325e-01 1.187694 [96,] -0.0142 9.897453e-01 1.188159 [97,] -0.0117 9.927182e-01 1.190163 [98,] -0.0109 9.936706e-01 1.190828 [99,] -0.0096 9.952194e-01 1.191932 [100,] -0.0088 9.961732e-01 1.192626 [101,] -0.0078 9.973663e-01 1.193509 [102,] -0.0075 9.977243e-01 1.193776 [103,] -0.0073 9.979631e-01 1.193955 [104,] -0.0064 9.990380e-01 1.194763 [105,] -0.0060 9.995160e-01 1.195124 [106,] -0.0052 1.000472e+00 1.195853 [107,] -0.0048 1.000951e+00 1.196220 [108,] -0.0039 1.002028e+00 1.197053 [109,] -0.0024 1.003824e+00 1.198460 [110,] -0.0014 1.005023e+00 1.199412 [111,] -0.0006 1.005983e+00 1.200191 [112,] -0.0001 1.006583e+00 1.200688 [113,] 0.0021 1.009227e+00 1.202969 [114,] 0.0044 1.011997e+00 1.205517 [115,] 0.0056 1.013445e+00 1.206910 [116,] 0.0064 1.014410e+00 1.207860 [117,] 0.0072 1.015377e+00 1.208828 [118,] 0.0080 1.016345e+00 1.209814 [119,] 0.0084 1.016829e+00 1.210313 [120,] 0.0085 1.016950e+00 1.210439 [121,] 0.0099 1.018646e+00 1.212226 [122,] 0.0107 1.019616e+00 1.213265 [123,] 0.0137 1.023261e+00 1.217232 [124,] 0.0159 1.025943e+00 1.220148 [125,] 0.0160 1.026065e+00 1.220281 [126,] 0.0164 1.026553e+00 1.220809 [127,] 0.0170 1.027286e+00 1.221602 [128,] 0.0183 1.028875e+00 1.223311 [129,] 0.0189 1.029609e+00 1.224094 [130,] 0.0190 1.029731e+00 1.224225 [131,] 0.0196 1.030466e+00 1.225003 [132,] 0.0197 1.030589e+00 1.225133 [133,] 0.0207 1.031814e+00 1.226419 [134,] 0.0211 1.032305e+00 1.226929 [135,] 0.0215 1.032796e+00 1.227435 [136,] 0.0224 1.033901e+00 1.228565 [137,] 0.0225 1.034024e+00 1.228689 [138,] 0.0230 1.034639e+00 1.229308 [139,] 0.0233 1.035007e+00 1.229676 [140,] 0.0240 1.035868e+00 1.230526 [141,] 0.0248 1.036853e+00 1.231483 [142,] 0.0250 1.037100e+00 1.231719 [143,] 0.0267 1.039195e+00 1.233682 [144,] 0.0286 1.041541e+00 1.235769 [145,] 0.0293 1.042406e+00 1.236509 [146,] 0.0308 1.044262e+00 1.238036 [147,] 0.0312 1.044758e+00 1.238426 [148,] 0.0316 1.045253e+00 1.238809 [149,] 0.0326 1.046492e+00 1.239731 [150,] 0.0332 1.047236e+00 1.240262 [151,] 0.0339 1.048105e+00 1.240860 [152,] 0.0350 1.049470e+00 1.241755 [153,] 0.0382 1.053448e+00 1.244050 [154,] 0.0396 1.055190e+00 1.244942 [155,] 0.0398 1.055439e+00 1.245064 [156,] 0.0413 1.057307e+00 1.245931 [157,] 0.0415 1.057556e+00 1.246040 [158,] 0.0421 1.058304e+00 1.246356 [159,] 0.0441 1.060798e+00 1.247304 [160,] 0.0443 1.061047e+00 1.247390 [161,] 0.0455 1.062544e+00 1.247886 [162,] 0.0467 1.064042e+00 1.248346 [163,] 0.0468 1.064167e+00 1.248382 [164,] 0.0470 1.064417e+00 1.248455 [165,] 0.0476 1.065166e+00 1.248667 [166,] 0.0491 1.067039e+00 1.249158 [167,] 0.0507 1.069038e+00 1.249614 [168,] 0.0512 1.069663e+00 1.249740 [169,] 0.0525 1.071288e+00 1.250025 [170,] 0.0531 1.072038e+00 1.250135 [171,] 0.0544 1.073663e+00 1.250328 [172,] 0.0546 1.073913e+00 1.250352 [173,] 0.0564 1.076164e+00 1.250518 [174,] 0.0579 1.078040e+00 1.250608 [175,] 0.0623 2.266015e-07 1.250686 [176,] 0.0628 2.631148e-07 1.250686 [177,] 0.0631 1.084544e+00 1.250686 [178,] 0.0648 1.086670e+00 1.250686 [179,] 0.0669 1.089296e+00 1.250686 [180,] 0.0672 1.089671e+00 1.250686 [181,] 0.0680 1.090672e+00 1.250686 [182,] 0.0693 1.092298e+00 1.250686 [183,] 0.0694 1.092423e+00 1.250686 [184,] 0.0702 1.093423e+00 1.250686 [185,] 0.0747 1.099051e+00 1.250686 [186,] 0.0750 1.099427e+00 1.250686 [187,] 0.0770 1.101928e+00 1.250686 [188,] 0.0783 1.103554e+00 1.250686 [189,] 0.0790 1.104429e+00 1.250686 [190,] 0.0807 1.106556e+00 1.250686 [191,] 0.0814 1.107431e+00 1.250686 [192,] 0.0827 1.109057e+00 1.250686 [193,] 0.0829 1.109307e+00 1.250686 [194,] 0.0835 1.110057e+00 1.250686 [195,] 0.0850 1.111934e+00 1.250686 [196,] 0.0871 1.114560e+00 1.250686 [197,] 0.0879 1.115561e+00 1.250686 [198,] 0.0880 1.115686e+00 1.250686 [199,] 0.0913 1.119813e+00 1.250686 [200,] 0.0935 1.122564e+00 1.250686 [201,] 0.0962 1.125941e+00 1.250686 [202,] 0.1000 1.130694e+00 1.250686 [203,] 0.1011 1.132070e+00 1.250686 [204,] 0.1013 1.132320e+00 1.250686 [205,] 0.1025 1.133821e+00 1.250686 [206,] 0.1058 1.137948e+00 1.250686 [207,] 0.1065 1.138823e+00 1.250686 [208,] 0.1086 1.141450e+00 1.250686 [209,] 0.1109 1.144326e+00 1.250686 [210,] 0.1110 1.144451e+00 1.250686 [211,] 0.1121 1.145827e+00 1.250686 [212,] 0.1123 1.146077e+00 1.250686 [213,] 0.1130 1.146953e+00 1.250686 [214,] 0.1131 1.147078e+00 1.250686 [215,] 0.1146 1.148954e+00 1.250686 [216,] 0.1150 1.149454e+00 1.250686 [217,] 0.1242 1.160960e+00 1.250686 [218,] 0.1246 1.161461e+00 1.250686 [219,] 0.1288 1.166714e+00 1.250686 [220,] 0.1304 1.168715e+00 1.250686 [221,] 0.1330 1.171966e+00 1.250686 [222,] 0.1331 1.172091e+00 1.250686 [223,] 0.1351 1.174593e+00 1.250686 [224,] 0.1361 1.175844e+00 1.250686 [225,] 0.1377 1.177845e+00 1.250686 [226,] 0.1407 1.181597e+00 1.250686 [227,] 0.1441 1.185849e+00 1.250686 [228,] 0.1443 1.186099e+00 1.250686 [229,] 0.1454 1.187475e+00 1.250686 [230,] 0.1508 1.194229e+00 1.250686 [231,] 0.1644 1.211238e+00 1.250686 [232,] 0.1793 1.229873e+00 1.250686 [233,] 0.1814 1.232500e+00 1.250686 [234,] 0.1838 1.235501e+00 1.250686 [235,] 0.1927 1.246632e+00 1.250686 [236,] 0.1978 1.253011e+00 1.250686 [237,] 0.2012 1.257263e+00 1.250686 [238,] 0.2026 1.259014e+00 1.250686 [239,] 0.2056 1.262766e+00 1.250686 [240,] 0.2087 1.266643e+00 1.250686 [241,] 0.2099 1.268144e+00 1.250686 [242,] 0.2385 1.303914e+00 1.250686 [243,] 0.2400 1.305790e+00 1.250686 [244,] 0.2620 1.333305e+00 1.250686 > (pEx2 <- vapply(Pen02Exp, predict, FUN.VALUE=prV, newdata = newd)) , , n=6 newdata fun 1der [1,] -0.3064 2.618725e-05 1.826411 [2,] -0.2579 3.190678e-05 1.826411 [3,] -0.2523 3.256718e-05 1.826411 [4,] -0.2394 3.408845e-05 1.826411 [5,] -0.2304 3.514981e-05 1.826411 [6,] -0.2187 3.652957e-05 1.826411 [7,] -0.2181 3.660033e-05 1.826411 [8,] -0.2102 3.753196e-05 1.826411 [9,] -0.2015 3.855794e-05 1.826411 [10,] -0.1881 1.725420e+00 1.826411 [11,] -0.1846 1.731812e+00 1.826411 [12,] -0.1842 1.732543e+00 1.826411 [13,] -0.1831 1.734552e+00 1.826411 [14,] -0.1807 1.738928e+00 1.826413 [15,] -0.1782 1.743494e+00 1.826419 [16,] -0.1754 1.748608e+00 1.826431 [17,] -0.1697 1.759019e+00 1.826472 [18,] -0.1683 1.761576e+00 1.826485 [19,] -0.1663 1.765229e+00 1.826506 [20,] -0.1512 1.792811e+00 1.826758 [21,] -0.1505 1.794090e+00 1.826773 [22,] -0.1419 1.809801e+00 1.826991 [23,] -0.1353 1.821860e+00 1.827192 [24,] -0.1337 1.824783e+00 1.827246 [25,] -0.1285 1.834285e+00 1.827431 [26,] -0.1247 1.841230e+00 1.827579 [27,] -0.1209 1.848175e+00 1.827736 [28,] -0.1167 1.855852e+00 1.827922 [29,] -0.1154 1.858228e+00 1.827982 [30,] -0.1141 1.860605e+00 1.828043 [31,] -0.1138 1.861153e+00 1.828057 [32,] -0.1124 1.863712e+00 1.828124 [33,] -0.1123 1.863895e+00 1.828129 [34,] -0.1121 1.864261e+00 1.828139 [35,] -0.1053 1.876693e+00 1.828486 [36,] -0.1039 1.879253e+00 1.828562 [37,] -0.0988 1.888580e+00 1.828849 [38,] -0.0984 1.889311e+00 1.828872 [39,] -0.0977 1.890591e+00 1.828913 [40,] -0.0955 1.894615e+00 1.829044 [41,] -0.0948 1.895896e+00 1.829086 [42,] -0.0923 1.900468e+00 1.829240 [43,] -0.0909 1.903029e+00 1.829328 [44,] -0.0902 1.904310e+00 1.829372 [45,] -0.0888 1.906871e+00 1.829462 [46,] -0.0871 1.909981e+00 1.829574 [47,] -0.0866 1.910896e+00 1.829607 [48,] -0.0807 1.921692e+00 1.830010 [49,] -0.0806 1.921875e+00 1.830017 [50,] -0.0707 1.939996e+00 1.830749 [51,] -0.0693 1.942559e+00 1.830858 [52,] -0.0680 1.944939e+00 1.830960 [53,] -0.0671 1.946587e+00 1.831031 [54,] -0.0648 1.950798e+00 1.831217 [55,] -0.0644 1.951531e+00 1.831249 [56,] -0.0637 1.952813e+00 1.831307 [57,] -0.0636 1.952996e+00 1.831315 [58,] -0.0606 1.958497e+00 1.831564 [59,] -0.0541 1.970404e+00 1.832105 [60,] -0.0537 1.971137e+00 1.832139 [61,] -0.0520 1.974252e+00 1.832279 [62,] -0.0518 1.974618e+00 1.832295 [63,] -0.0516 1.974984e+00 1.832312 [64,] -0.0514 1.975351e+00 1.832328 [65,] -0.0507 1.976634e+00 1.832386 [66,] -0.0468 1.983781e+00 1.832704 [67,] -0.0467 1.983964e+00 1.832712 [68,] -0.0465 1.984330e+00 1.832729 [69,] -0.0407 1.994962e+00 1.833197 [70,] -0.0378 2.000278e+00 1.833429 [71,] -0.0374 2.001012e+00 1.833461 [72,] -0.0365 2.002662e+00 1.833533 [73,] -0.0361 2.003395e+00 1.833565 [74,] -0.0358 2.003945e+00 1.833589 [75,] -0.0345 2.006329e+00 1.833692 [76,] -0.0339 2.007429e+00 1.833739 [77,] -0.0321 2.010730e+00 1.833881 [78,] -0.0306 2.013481e+00 1.833999 [79,] -0.0302 2.014214e+00 1.834030 [80,] -0.0293 2.015865e+00 1.834101 [81,] -0.0290 2.016415e+00 1.834124 [82,] -0.0262 2.021551e+00 1.834343 [83,] -0.0261 2.021735e+00 1.834350 [84,] -0.0254 2.023019e+00 1.834405 [85,] -0.0244 2.024853e+00 1.834482 [86,] -0.0243 2.025037e+00 1.834490 [87,] -0.0240 2.025587e+00 1.834513 [88,] -0.0206 2.031825e+00 1.834775 [89,] -0.0195 2.033843e+00 1.834859 [90,] -0.0193 2.034210e+00 1.834875 [91,] -0.0191 2.034577e+00 1.834890 [92,] -0.0190 2.034761e+00 1.834897 [93,] -0.0186 2.035494e+00 1.834928 [94,] -0.0153 2.041550e+00 1.835179 [95,] -0.0148 2.042468e+00 1.835217 [96,] -0.0142 2.043569e+00 1.835262 [97,] -0.0117 2.048157e+00 1.835451 [98,] -0.0109 2.049626e+00 1.835511 [99,] -0.0096 2.052012e+00 1.835608 [100,] -0.0088 2.053480e+00 1.835668 [101,] -0.0078 2.055316e+00 1.835742 [102,] -0.0075 2.055867e+00 1.835764 [103,] -0.0073 2.056234e+00 1.835779 [104,] -0.0064 2.057886e+00 1.835846 [105,] -0.0060 2.058621e+00 1.835876 [106,] -0.0052 2.060089e+00 1.835935 [107,] -0.0048 2.060824e+00 1.835965 [108,] -0.0039 2.062476e+00 1.836031 [109,] -0.0024 2.065230e+00 1.836141 [110,] -0.0014 2.067066e+00 1.836215 [111,] -0.0006 2.068535e+00 1.836273 [112,] -0.0001 2.069454e+00 1.836310 [113,] 0.0021 2.073494e+00 1.836470 [114,] 0.0044 2.077718e+00 1.836637 [115,] 0.0056 2.079922e+00 1.836723 [116,] 0.0064 2.081391e+00 1.836781 [117,] 0.0072 2.082861e+00 1.836838 [118,] 0.0080 2.084330e+00 1.836896 [119,] 0.0084 2.085065e+00 1.836924 [120,] 0.0085 2.085248e+00 1.836931 [121,] 0.0099 2.087820e+00 1.837031 [122,] 0.0107 2.089290e+00 1.837088 [123,] 0.0137 2.094801e+00 1.837301 [124,] 0.0159 2.098844e+00 1.837456 [125,] 0.0160 2.099027e+00 1.837463 [126,] 0.0164 2.099762e+00 1.837491 [127,] 0.0170 2.100865e+00 1.837533 [128,] 0.0183 2.103254e+00 1.837624 [129,] 0.0189 2.104356e+00 1.837666 [130,] 0.0190 2.104540e+00 1.837673 [131,] 0.0196 2.105643e+00 1.837714 [132,] 0.0197 2.105827e+00 1.837721 [133,] 0.0207 2.107664e+00 1.837791 [134,] 0.0211 2.108399e+00 1.837818 [135,] 0.0215 2.109135e+00 1.837846 [136,] 0.0224 2.110789e+00 1.837908 [137,] 0.0225 2.110972e+00 1.837915 [138,] 0.0230 2.111891e+00 1.837950 [139,] 0.0233 2.112443e+00 1.837970 [140,] 0.0240 2.113729e+00 1.838019 [141,] 0.0248 2.115200e+00 1.838073 [142,] 0.0250 2.115567e+00 1.838087 [143,] 0.0267 2.118692e+00 1.838204 [144,] 0.0286 2.122185e+00 1.838333 [145,] 0.0293 2.123472e+00 1.838380 [146,] 0.0308 2.126229e+00 1.838482 [147,] 0.0312 2.126965e+00 1.838509 [148,] 0.0316 2.127700e+00 1.838536 [149,] 0.0326 2.129539e+00 1.838603 [150,] 0.0332 2.130642e+00 1.838644 [151,] 0.0339 2.131929e+00 1.838690 [152,] 0.0350 2.133952e+00 1.838764 [153,] 0.0382 2.139836e+00 1.838977 [154,] 0.0396 2.142411e+00 1.839069 [155,] 0.0398 2.142779e+00 1.839083 [156,] 0.0413 2.145537e+00 1.839181 [157,] 0.0415 2.145905e+00 1.839194 [158,] 0.0421 2.147009e+00 1.839234 [159,] 0.0441 2.150687e+00 1.839364 [160,] 0.0443 2.151055e+00 1.839377 [161,] 0.0455 2.153262e+00 1.839455 [162,] 0.0467 2.155470e+00 1.839533 [163,] 0.0468 2.155654e+00 1.839540 [164,] 0.0470 2.156022e+00 1.839553 [165,] 0.0476 2.157125e+00 1.839591 [166,] 0.0491 2.159885e+00 1.839688 [167,] 0.0507 2.162828e+00 1.839791 [168,] 0.0512 2.163748e+00 1.839823 [169,] 0.0525 2.166140e+00 1.839906 [170,] 0.0531 2.167244e+00 1.839944 [171,] 0.0544 2.169636e+00 1.840026 [172,] 0.0546 2.170004e+00 1.840039 [173,] 0.0564 2.173316e+00 1.840153 [174,] 0.0579 2.176077e+00 1.840247 [175,] 0.0623 2.184174e+00 1.840521 [176,] 0.0628 2.185095e+00 1.840552 [177,] 0.0631 2.185647e+00 1.840570 [178,] 0.0648 2.188776e+00 1.840675 [179,] 0.0669 2.192641e+00 1.840804 [180,] 0.0672 2.193194e+00 1.840822 [181,] 0.0680 2.194666e+00 1.840871 [182,] 0.0693 2.197059e+00 1.840950 [183,] 0.0694 2.197243e+00 1.840956 [184,] 0.0702 2.198716e+00 1.841005 [185,] 0.0747 2.207001e+00 1.841275 [186,] 0.0750 2.207554e+00 1.841293 [187,] 0.0770 2.211237e+00 1.841412 [188,] 0.0783 2.213630e+00 1.841489 [189,] 0.0790 2.214919e+00 1.841530 [190,] 0.0807 2.218050e+00 1.841630 [191,] 0.0814 2.219339e+00 1.841671 [192,] 0.0827 2.221734e+00 1.841747 [193,] 0.0829 2.222102e+00 1.841759 [194,] 0.0835 2.223207e+00 1.841794 [195,] 0.0850 2.225970e+00 1.841881 [196,] 0.0871 2.229838e+00 1.842002 [197,] 0.0879 2.231311e+00 1.842048 [198,] 0.0880 2.231496e+00 1.842054 [199,] 0.0913 2.237575e+00 1.842242 [200,] 0.0935 2.241628e+00 1.842366 [201,] 0.0962 2.246602e+00 1.842518 [202,] 0.1000 2.253604e+00 1.842729 [203,] 0.1011 2.255631e+00 1.842789 [204,] 0.1013 2.256000e+00 1.842800 [205,] 0.1025 2.258211e+00 1.842866 [206,] 0.1058 2.264293e+00 1.843046 [207,] 0.1065 2.265583e+00 1.843084 [208,] 0.1086 2.269454e+00 1.843197 [209,] 0.1109 2.273693e+00 1.843320 [210,] 0.1110 2.273878e+00 1.843325 [211,] 0.1121 2.275905e+00 1.843384 [212,] 0.1123 2.276274e+00 1.843394 [213,] 0.1130 2.277564e+00 1.843431 [214,] 0.1131 2.277749e+00 1.843437 [215,] 0.1146 2.280514e+00 1.843516 [216,] 0.1150 2.281251e+00 1.843537 [217,] 0.1242 2.298214e+00 1.844013 [218,] 0.1246 2.298952e+00 1.844033 [219,] 0.1288 2.306697e+00 1.844245 [220,] 0.1304 2.309648e+00 1.844325 [221,] 0.1330 2.314443e+00 1.844454 [222,] 0.1331 2.314628e+00 1.844459 [223,] 0.1351 2.318317e+00 1.844557 [224,] 0.1361 2.320161e+00 1.844606 [225,] 0.1377 2.323113e+00 1.844683 [226,] 0.1407 2.328647e+00 1.844828 [227,] 0.1441 2.334920e+00 1.844990 [228,] 0.1443 2.335289e+00 1.845000 [229,] 0.1454 2.337318e+00 1.845051 [230,] 0.1508 2.347282e+00 1.845303 [231,] 0.1644 2.372383e+00 1.845914 [232,] 0.1793 2.399891e+00 1.846546 [233,] 0.1814 2.403769e+00 1.846632 [234,] 0.1838 2.408201e+00 1.846729 [235,] 0.1927 2.424639e+00 1.847081 [236,] 0.1978 2.434059e+00 1.847276 [237,] 0.2012 2.440340e+00 1.847403 [238,] 0.2026 2.442927e+00 1.847455 [239,] 0.2056 2.448469e+00 1.847565 [240,] 0.2087 2.454197e+00 1.847677 [241,] 0.2099 2.456414e+00 1.847720 [242,] 0.2385 2.509273e+00 1.848665 [243,] 0.2400 2.512046e+00 1.848711 [244,] 0.2620 2.552724e+00 1.849333 , , n=9 newdata fun 1der [1,] -0.3064 0.485833122 1.931879 [2,] -0.2579 0.579689898 1.938190 [3,] -0.2523 0.590545472 1.938797 [4,] -0.2394 0.615564498 1.940100 [5,] -0.2304 0.633029182 1.940930 [6,] -0.2187 0.655743916 1.941912 [7,] -0.2181 0.656909077 1.941960 [8,] -0.2102 0.672252950 1.942557 [9,] -0.2015 0.689155849 1.943157 [10,] -0.1881 0.715199706 1.943962 [11,] -0.1846 0.722003902 1.944149 [12,] -0.1842 0.722781566 1.944169 [13,] -0.1831 0.724920183 1.944226 [14,] -0.1807 0.729586469 1.944345 [15,] -0.1782 0.734447482 1.944465 [16,] -0.1754 0.739892163 1.944592 [17,] -0.1697 0.750977038 1.944833 [18,] -0.1683 0.753699844 1.944888 [19,] -0.1663 0.757589697 1.944965 [20,] -0.1512 0.786962448 1.945436 [21,] -0.1505 0.788324259 1.945453 [22,] -0.1419 0.805055979 1.945635 [23,] -0.1353 0.817897515 1.945734 [24,] -0.1337 0.821010704 1.945753 [25,] -0.1285 0.831128750 1.945800 [26,] -0.1247 0.838522832 1.945820 [27,] -0.1209 0.845916971 1.945829 [28,] -0.1167 0.003256382 1.945830 [29,] -0.1154 0.003283604 1.945830 [30,] -0.1141 0.003310825 1.945830 [31,] -0.1138 0.003317107 1.945830 [32,] -0.1124 0.003346423 1.945830 [33,] -0.1123 0.003348517 1.945830 [34,] -0.1121 0.003352705 1.945830 [35,] -0.1053 0.003495095 1.945830 [36,] -0.1039 0.003524410 1.945830 [37,] -0.0988 0.003631203 1.945830 [38,] -0.0984 0.003639578 1.945830 [39,] -0.0977 0.003654236 1.945830 [40,] -0.0955 0.003700304 1.945830 [41,] -0.0948 0.003714961 1.945830 [42,] -0.0923 0.003767311 1.945830 [43,] -0.0909 0.003796626 1.945830 [44,] -0.0902 0.003811284 1.945830 [45,] -0.0888 0.003840599 1.945830 [46,] -0.0871 0.003876197 1.945830 [47,] -0.0866 0.003886667 1.945830 [48,] -0.0807 0.004010211 1.945830 [49,] -0.0806 0.004012305 1.945830 [50,] -0.0707 0.004219608 1.945830 [51,] -0.0693 0.004248923 1.945830 [52,] -0.0680 0.004276145 1.945830 [53,] -0.0671 0.004294991 1.945830 [54,] -0.0648 0.004343152 1.945830 [55,] -0.0644 0.004351528 1.945830 [56,] -0.0637 0.004366186 1.945830 [57,] -0.0636 0.004368280 1.945830 [58,] -0.0606 0.004431099 1.945830 [59,] -0.0541 0.004567207 1.945830 [60,] -0.0537 0.004575582 1.945830 [61,] -0.0520 0.004611180 1.945830 [62,] -0.0518 0.004615368 1.945830 [63,] -0.0516 0.004619556 1.945830 [64,] -0.0514 0.004623744 1.945830 [65,] -0.0507 0.004638402 1.945830 [66,] -0.0468 0.004720066 1.945830 [67,] -0.0467 0.004722160 1.945830 [68,] -0.0465 0.004726348 1.945830 [69,] -0.0407 1.001972524 1.945830 [70,] -0.0378 1.007615430 1.945830 [71,] -0.0374 1.008393762 1.945830 [72,] -0.0365 1.010145009 1.945830 [73,] -0.0361 1.010923341 1.945830 [74,] -0.0358 1.011507090 1.945830 [75,] -0.0345 1.014036669 1.945830 [76,] -0.0339 1.015204167 1.945830 [77,] -0.0321 1.018706661 1.945830 [78,] -0.0306 1.021568808 1.945833 [79,] -0.0302 1.022347142 1.945835 [80,] -0.0293 1.024098397 1.945844 [81,] -0.0290 1.024682151 1.945848 [82,] -0.0262 1.030130599 1.945907 [83,] -0.0261 1.030325190 1.945910 [84,] -0.0254 1.031687334 1.945932 [85,] -0.0244 1.033633283 1.945967 [86,] -0.0243 1.033827880 1.945971 [87,] -0.0240 1.034411673 1.945982 [88,] -0.0206 1.041028279 1.946149 [89,] -0.0195 1.043169078 1.946215 [90,] -0.0193 1.043558323 1.946228 [91,] -0.0191 1.043947570 1.946241 [92,] -0.0190 1.044142194 1.946248 [93,] -0.0186 1.044920699 1.946275 [94,] -0.0153 1.051343808 1.946528 [95,] -0.0148 1.052317083 1.946572 [96,] -0.0142 1.053485042 1.946626 [97,] -0.0117 1.058351905 1.946870 [98,] -0.0109 1.059909435 1.946955 [99,] -0.0096 1.062440570 1.947101 [100,] -0.0088 1.063998288 1.947195 [101,] -0.0078 1.065945544 1.947317 [102,] -0.0075 1.066529745 1.947355 [103,] -0.0073 1.066919218 1.947380 [104,] -0.0064 1.068671912 1.947497 [105,] -0.0060 1.069450922 1.947550 [106,] -0.0052 1.071009005 1.947659 [107,] -0.0048 1.071788080 1.947715 [108,] -0.0039 1.073541081 1.947843 [109,] -0.0024 1.076463012 1.948067 [110,] -0.0014 1.078411157 1.948223 [111,] -0.0006 1.079969786 1.948351 [112,] -0.0001 1.080943982 1.948433 [113,] 0.0021 1.085230943 1.948809 [114,] 0.0044 1.089713681 1.949229 [115,] 0.0056 1.092052893 1.949459 [116,] 0.0064 1.093612523 1.949617 [117,] 0.0072 1.095172280 1.949778 [118,] 0.0080 1.096732168 1.949942 [119,] 0.0084 1.097512161 1.950025 [120,] 0.0085 1.097707165 1.950046 [121,] 0.0099 1.100437438 1.950345 [122,] 0.0107 1.101997784 1.950521 [123,] 0.0137 1.107850368 1.951210 [124,] 0.0159 1.112143613 1.951744 [125,] 0.0160 1.112338788 1.951769 [126,] 0.0164 1.113119516 1.951869 [127,] 0.0170 1.114290683 1.952021 [128,] 0.0183 1.116828528 1.952357 [129,] 0.0189 1.117999989 1.952514 [130,] 0.0190 1.118195242 1.952541 [131,] 0.0196 1.119366814 1.952701 [132,] 0.0197 1.119562085 1.952728 [133,] 0.0207 1.121514948 1.952999 [134,] 0.0211 1.122296170 1.953109 [135,] 0.0215 1.123077436 1.953220 [136,] 0.0224 1.124835447 1.953472 [137,] 0.0225 1.125030795 1.953501 [138,] 0.0230 1.126007581 1.953643 [139,] 0.0233 1.126593687 1.953729 [140,] 0.0240 1.127961368 1.953932 [141,] 0.0248 1.129524607 1.954166 [142,] 0.0250 1.129915446 1.954225 [143,] 0.0267 1.133238062 1.954737 [144,] 0.0286 1.136952619 1.955327 [145,] 0.0293 1.138321426 1.955549 [146,] 0.0308 1.141255110 1.956033 [147,] 0.0312 1.142037550 1.956164 [148,] 0.0316 1.142820042 1.956296 [149,] 0.0326 1.144776504 1.956630 [150,] 0.0332 1.145950543 1.956832 [151,] 0.0339 1.147320409 1.957071 [152,] 0.0350 1.149473396 1.957452 [153,] 0.0382 1.155739057 1.958595 [154,] 0.0396 1.158481450 1.959112 [155,] 0.0398 1.158873280 1.959186 [156,] 0.0413 1.161812483 1.959753 [157,] 0.0415 1.162204442 1.959830 [158,] 0.0421 1.163380409 1.960060 [159,] 0.0441 1.167301308 1.960843 [160,] 0.0443 1.167693485 1.960922 [161,] 0.0455 1.170046879 1.961403 [162,] 0.0467 1.172400855 1.961891 [163,] 0.0468 1.172597046 1.961932 [164,] 0.0470 1.172989441 1.962015 [165,] 0.0476 1.174166724 1.962262 [166,] 0.0491 1.177110587 1.962891 [167,] 0.0507 1.180251757 1.963573 [168,] 0.0512 1.181233597 1.963790 [169,] 0.0525 1.183786892 1.964358 [170,] 0.0531 1.184965586 1.964623 [171,] 0.0544 1.187519973 1.965204 [172,] 0.0546 1.187913022 1.965294 [173,] 0.0564 1.191451288 1.966115 [174,] 0.0579 1.194400982 1.966812 [175,] 0.0623 1.203059568 1.968925 [176,] 0.0628 1.204044092 1.969172 [177,] 0.0631 1.204634866 1.969320 [178,] 0.0648 1.207983431 1.970171 [179,] 0.0669 1.212121911 1.971242 [180,] 0.0672 1.212713307 1.971397 [181,] 0.0680 1.214290591 1.971813 [182,] 0.0693 1.216854390 1.972495 [183,] 0.0694 1.217051643 1.972548 [184,] 0.0702 1.218629851 1.972973 [185,] 0.0747 1.227513707 1.975425 [186,] 0.0750 1.228106360 1.975592 [187,] 0.0770 1.232058667 1.976719 [188,] 0.0783 1.234628885 1.977463 [189,] 0.0790 1.236013250 1.977867 [190,] 0.0807 1.239376465 1.978859 [191,] 0.0814 1.240761810 1.979272 [192,] 0.0827 1.243335366 1.980046 [193,] 0.0829 1.243731387 1.980165 [194,] 0.0835 1.244919594 1.980526 [195,] 0.0850 1.247891064 1.981436 [196,] 0.0871 1.252053434 1.982730 [197,] 0.0879 1.253639817 1.983229 [198,] 0.0880 1.253838143 1.983291 [199,] 0.0913 1.260386445 1.985386 [200,] 0.0935 1.264755861 1.986815 [201,] 0.0962 1.270122666 1.988602 [202,] 0.1000 1.277684234 1.991183 [203,] 0.1011 1.279874953 1.991944 [204,] 0.1013 1.280273356 1.992083 [205,] 0.1025 1.282664359 1.992922 [206,] 0.1058 1.289244856 1.995268 [207,] 0.1065 1.290641720 1.995773 [208,] 0.1086 1.294834445 1.997303 [209,] 0.1109 1.299430193 1.999005 [210,] 0.1110 1.299630097 1.999079 [211,] 0.1121 1.301829537 1.999904 [212,] 0.1123 1.302229533 2.000055 [213,] 0.1130 1.303629756 2.000583 [214,] 0.1131 1.303829818 2.000659 [215,] 0.1146 1.306831662 2.001801 [216,] 0.1150 1.307632444 2.002108 [217,] 0.1242 1.326085000 2.009391 [218,] 0.1246 1.326888822 2.009718 [219,] 0.1288 1.335393486 2.013171 [220,] 0.1304 1.338615607 2.014480 [221,] 0.1330 1.343856009 2.016597 [222,] 0.1331 1.344057673 2.016678 [223,] 0.1351 1.348092650 2.018298 [224,] 0.1361 1.350111352 2.019105 [225,] 0.1377 1.353342950 2.020392 [226,] 0.1407 1.359407732 2.022793 [227,] 0.1441 1.366289826 2.025494 [228,] 0.1443 1.366694941 2.025652 [229,] 0.1454 1.368923637 2.026521 [230,] 0.1508 1.379878301 2.030753 [231,] 0.1644 1.407567775 2.041171 [232,] 0.1793 1.438063815 2.052188 [233,] 0.1814 1.442375007 2.053708 [234,] 0.1838 1.447305980 2.055434 [235,] 0.1927 1.465627530 2.061743 [236,] 0.1978 1.476151489 2.065292 [237,] 0.2012 1.483177463 2.067630 [238,] 0.2026 1.486072816 2.068587 [239,] 0.2056 1.492281638 2.070625 [240,] 0.2087 1.498703817 2.072713 [241,] 0.2099 1.501191555 2.073517 [242,] 0.2385 1.560760251 2.091872 [243,] 0.2400 1.563898750 2.092793 [244,] 0.2620 1.610085064 2.105813 , , n=13 newdata fun 1der [1,] -0.3064 0.3637147 1.152678 [2,] -0.2579 0.4204242 1.186242 [3,] -0.2523 0.4270784 1.190266 [4,] -0.2394 0.4424932 1.199653 [5,] -0.2304 0.4533199 1.206299 [6,] -0.2187 0.4674847 1.215056 [7,] -0.2181 0.4682139 1.215509 [8,] -0.2102 0.4778401 1.221503 [9,] -0.2015 0.4884961 1.228175 [10,] -0.1881 0.5050233 1.238596 [11,] -0.1846 0.5093632 1.241347 [12,] -0.1842 0.5098598 1.241662 [13,] -0.1831 0.5112261 1.242530 [14,] -0.1807 0.5142104 1.244427 [15,] -0.1782 0.5173240 1.246409 [16,] -0.1754 0.5208170 1.248636 [17,] -0.1697 0.5279472 1.253193 [18,] -0.1683 0.5297025 1.254317 [19,] -0.1663 0.5322127 1.255927 [20,] -0.1512 0.5512696 1.268204 [21,] -0.1505 0.5521576 1.268778 [22,] -0.1419 0.5630996 1.275877 [23,] -0.1353 0.5715385 1.281373 [24,] -0.1337 0.5735897 1.282712 [25,] -0.1285 0.5802712 1.287081 [26,] -0.1247 0.5851682 1.290291 [27,] -0.1209 0.5900774 1.293514 [28,] -0.1167 0.5955177 1.297094 [29,] -0.1154 0.5972046 1.298205 [30,] -0.1141 0.5988930 1.299318 [31,] -0.1138 0.5992828 1.299575 [32,] -0.1124 0.6011031 1.300776 [33,] -0.1123 0.6012332 1.300862 [34,] -0.1121 0.6014934 1.301034 [35,] -0.1053 0.6103603 1.306896 [36,] -0.1039 0.6121908 1.308109 [37,] -0.0988 0.6188734 1.312543 [38,] -0.0984 0.6193985 1.312892 [39,] -0.0977 0.6203178 1.313502 [40,] -0.0955 0.6232096 1.315425 [41,] -0.0948 0.6241306 1.316038 [42,] -0.0923 0.6274234 1.318230 [43,] -0.0909 0.6292698 1.319461 [44,] -0.0902 0.6301937 1.320077 [45,] -0.0888 0.6320426 1.321310 [46,] -0.0871 0.6342901 1.322810 [47,] -0.0866 0.6349516 1.323252 [48,] -0.0807 0.6427743 1.328484 [49,] -0.0806 0.6429071 1.328573 [50,] -0.0707 0.6561037 1.337429 [51,] -0.0693 0.6579770 1.338689 [52,] -0.0680 0.6597181 1.339861 [53,] -0.0671 0.6609243 1.340673 [54,] -0.0648 0.6640103 1.342753 [55,] -0.0644 0.6645474 1.343115 [56,] -0.0637 0.6654878 1.343749 [57,] -0.0636 0.6656222 1.343839 [58,] -0.0606 0.6696578 1.346563 [59,] -0.0541 0.6784297 1.352494 [60,] -0.0537 0.6789708 1.352861 [61,] -0.0520 0.6812720 1.354419 [62,] -0.0518 0.6815429 1.354603 [63,] -0.0516 0.6818138 1.354787 [64,] -0.0514 0.6820848 1.354970 [65,] -0.0507 0.6830335 1.355613 [66,] -0.0468 0.6883274 1.359205 [67,] -0.0467 0.6884633 1.359297 [68,] -0.0465 0.6887352 1.359482 [69,] -0.0407 0.6966357 1.364853 [70,] -0.0378 0.7005977 1.367550 [71,] -0.0374 0.7011448 1.367923 [72,] -0.0365 0.7023763 1.368762 [73,] -0.0361 0.7029239 1.369136 [74,] -0.0358 0.7033347 1.369416 [75,] -0.0345 0.7051157 1.370630 [76,] -0.0339 0.7059383 1.371191 [77,] -0.0321 0.7084079 1.372877 [78,] -0.0306 0.7104683 1.374284 [79,] -0.0302 0.7110181 1.374659 [80,] -0.0293 0.7122557 1.375505 [81,] -0.0290 0.7126684 1.375787 [82,] -0.0262 0.7165243 1.378424 [83,] -0.0261 0.7166621 1.378518 [84,] -0.0254 0.7176273 1.379178 [85,] -0.0244 0.7190069 1.380123 [86,] -0.0243 0.7191450 1.380217 [87,] -0.0240 0.7195591 1.380501 [88,] -0.0206 0.7242582 1.383720 [89,] -0.0195 0.7257809 1.384764 [90,] -0.0193 0.7260579 1.384954 [91,] -0.0191 0.7263349 1.385144 [92,] -0.0190 0.7264734 1.385239 [93,] -0.0186 0.7270276 1.385619 [94,] -0.0153 0.7316053 1.388761 [95,] -0.0148 0.7322998 1.389238 [96,] -0.0142 0.7331335 1.389811 [97,] -0.0117 0.7366110 1.392200 [98,] -0.0109 0.7377251 1.392964 [99,] -0.0096 0.7395368 1.394204 [100,] -0.0088 0.7406524 1.394967 [101,] -0.0078 0.7420479 1.395921 [102,] -0.0075 0.7424667 1.396206 [103,] -0.0073 0.7427459 1.396397 [104,] -0.0064 0.7440031 1.397254 [105,] -0.0060 0.7445621 1.397635 [106,] -0.0052 0.7456805 1.398396 [107,] -0.0048 0.7462399 1.398777 [108,] -0.0039 0.7474992 1.399633 [109,] -0.0024 0.7495997 1.401058 [110,] -0.0014 0.7510012 1.402007 [111,] -0.0006 0.7521232 1.402766 [112,] -0.0001 0.7528247 1.403241 [113,] 0.0021 0.7559141 1.405326 [114,] 0.0044 0.7591488 1.407502 [115,] 0.0056 0.7608385 1.408637 [116,] 0.0064 0.7619657 1.409393 [117,] 0.0072 0.7630935 1.410148 [118,] 0.0080 0.7642220 1.410903 [119,] 0.0084 0.7647864 1.411281 [120,] 0.0085 0.7649275 1.411375 [121,] 0.0099 0.7669044 1.412695 [122,] 0.0107 0.7680348 1.413449 [123,] 0.0137 0.7722794 1.416272 [124,] 0.0159 0.7753975 1.418339 [125,] 0.0160 0.7755393 1.418433 [126,] 0.0164 0.7761068 1.418809 [127,] 0.0170 0.7769582 1.419372 [128,] 0.0183 0.7788042 1.420591 [129,] 0.0189 0.7796567 1.421153 [130,] 0.0190 0.7797989 1.421247 [131,] 0.0196 0.7806518 1.421809 [132,] 0.0197 0.7807940 1.421903 [133,] 0.0207 0.7822163 1.422839 [134,] 0.0211 0.7827855 1.423214 [135,] 0.0215 0.7833549 1.423588 [136,] 0.0224 0.7846365 1.424430 [137,] 0.0225 0.7847790 1.424523 [138,] 0.0230 0.7854913 1.424991 [139,] 0.0233 0.7859189 1.425271 [140,] 0.0240 0.7869168 1.425925 [141,] 0.0248 0.7880578 1.426672 [142,] 0.0250 0.7883432 1.426859 [143,] 0.0267 0.7907702 1.428445 [144,] 0.0286 0.7934859 1.430216 [145,] 0.0293 0.7944873 1.430868 [146,] 0.0308 0.7966347 1.432264 [147,] 0.0312 0.7972076 1.432636 [148,] 0.0316 0.7977808 1.433008 [149,] 0.0326 0.7992142 1.433937 [150,] 0.0332 0.8000748 1.434494 [151,] 0.0339 0.8010791 1.435144 [152,] 0.0350 0.8026584 1.436165 [153,] 0.0382 0.8072588 1.439130 [154,] 0.0396 0.8092745 1.440426 [155,] 0.0398 0.8095626 1.440611 [156,] 0.0413 0.8117246 1.441997 [157,] 0.0415 0.8120130 1.442182 [158,] 0.0421 0.8128785 1.442736 [159,] 0.0441 0.8157658 1.444582 [160,] 0.0443 0.8160547 1.444766 [161,] 0.0455 0.8177891 1.445873 [162,] 0.0467 0.8195248 1.446978 [163,] 0.0468 0.8196695 1.447070 [164,] 0.0470 0.8199590 1.447254 [165,] 0.0476 0.8208275 1.447806 [166,] 0.0491 0.8230002 1.449186 [167,] 0.0507 0.8253201 1.450656 [168,] 0.0512 0.8260455 1.451115 [169,] 0.0525 0.8279328 1.452308 [170,] 0.0531 0.8288043 1.452858 [171,] 0.0544 0.8306938 1.454050 [172,] 0.0546 0.8309846 1.454233 [173,] 0.0564 0.8336037 1.455881 [174,] 0.0579 0.8357886 1.457253 [175,] 0.0623 0.8422093 1.461269 [176,] 0.0628 0.8429401 1.461725 [177,] 0.0631 0.8433786 1.461998 [178,] 0.0648 0.8458654 1.463546 [179,] 0.0669 0.8489408 1.465456 [180,] 0.0672 0.8493805 1.465729 [181,] 0.0680 0.8505534 1.466455 [182,] 0.0693 0.8524605 1.467635 [183,] 0.0694 0.8526073 1.467726 [184,] 0.0702 0.8537818 1.468452 [185,] 0.0747 0.8603990 1.472526 [186,] 0.0750 0.8608408 1.472798 [187,] 0.0770 0.8637882 1.474604 [188,] 0.0783 0.8657059 1.475778 [189,] 0.0790 0.8667392 1.476409 [190,] 0.0807 0.8692504 1.477941 [191,] 0.0814 0.8702852 1.478571 [192,] 0.0827 0.8722081 1.479741 [193,] 0.0829 0.8725040 1.479921 [194,] 0.0835 0.8733921 1.480460 [195,] 0.0850 0.8756138 1.481808 [196,] 0.0871 0.8787276 1.483693 [197,] 0.0879 0.8799149 1.484410 [198,] 0.0880 0.8800633 1.484500 [199,] 0.0913 0.8849670 1.487454 [200,] 0.0935 0.8882416 1.489421 [201,] 0.0962 0.8922663 1.491830 [202,] 0.1000 0.8979417 1.495213 [203,] 0.1011 0.8995869 1.496191 [204,] 0.1013 0.8998862 1.496368 [205,] 0.1025 0.9016825 1.497434 [206,] 0.1058 0.9066288 1.500361 [207,] 0.1065 0.9076793 1.500980 [208,] 0.1086 0.9108333 1.502838 [209,] 0.1109 0.9142922 1.504870 [210,] 0.1110 0.9144427 1.504959 [211,] 0.1121 0.9160987 1.505929 [212,] 0.1123 0.9163999 1.506106 [213,] 0.1130 0.9174544 1.506723 [214,] 0.1131 0.9176050 1.506811 [215,] 0.1146 0.9198662 1.508128 [216,] 0.1150 0.9204696 1.508478 [217,] 0.1242 0.9343842 1.516406 [218,] 0.1246 0.9349908 1.516745 [219,] 0.1288 0.9413686 1.520278 [220,] 0.1304 0.9438021 1.521611 [221,] 0.1330 0.9477611 1.523770 [222,] 0.1331 0.9479135 1.523853 [223,] 0.1351 0.9509629 1.525515 [224,] 0.1361 0.9524888 1.526346 [225,] 0.1377 0.9549320 1.527675 [226,] 0.1407 0.9595188 1.530169 [227,] 0.1441 0.9647262 1.532996 [228,] 0.1443 0.9650328 1.533162 [229,] 0.1454 0.9667198 1.534077 [230,] 0.1508 0.9750159 1.538569 [231,] 0.1644 0.9960174 1.549892 [232,] 0.1793 1.0192033 1.562313 [233,] 0.1814 1.0224860 1.564065 [234,] 0.1838 1.0262422 1.566067 [235,] 0.1927 1.0402132 1.573497 [236,] 0.1978 1.0482489 1.577758 [237,] 0.2012 1.0536181 1.580597 [238,] 0.2026 1.0558318 1.581763 [239,] 0.2056 1.0605808 1.584251 [240,] 0.2087 1.0654959 1.586809 [241,] 0.2099 1.0674007 1.587795 [242,] 0.2385 1.1131421 1.610711 [243,] 0.2400 1.1155590 1.611882 [244,] 0.2620 1.1512065 1.628684 , , n=20 newdata fun 1der [1,] -0.3064 0.6562269 1.260410 [2,] -0.2579 0.7184417 1.305119 [3,] -0.2523 0.7257649 1.310314 [4,] -0.2394 0.7427457 1.322422 [5,] -0.2304 0.7546864 1.331104 [6,] -0.2187 0.7703278 1.342692 [7,] -0.2181 0.7711336 1.343296 [8,] -0.2102 0.7817772 1.351323 [9,] -0.2015 0.7935728 1.360343 [10,] -0.1881 0.8118965 1.374626 [11,] -0.1846 0.8167144 1.378452 [12,] -0.1842 0.8172659 1.378892 [13,] -0.1831 0.8187833 1.380105 [14,] -0.1807 0.8220988 1.382765 [15,] -0.1782 0.8255592 1.385557 [16,] -0.1754 0.8294431 1.388710 [17,] -0.1697 0.8373772 1.395210 [18,] -0.1683 0.8393317 1.396823 [19,] -0.1663 0.8421276 1.399140 [20,] -0.1512 0.8633878 1.416799 [21,] -0.1505 0.8643799 1.417619 [22,] -0.1419 0.8766148 1.427713 [23,] -0.1353 0.8860633 1.435475 [24,] -0.1337 0.8883616 1.437359 [25,] -0.1285 0.8958518 1.443487 [26,] -0.1247 0.9013455 1.447970 [27,] -0.1209 0.9068564 1.452457 [28,] -0.1167 0.9129671 1.457423 [29,] -0.1154 0.9148627 1.458961 [30,] -0.1141 0.9167604 1.460499 [31,] -0.1138 0.9171986 1.460854 [32,] -0.1124 0.9192450 1.462512 [33,] -0.1123 0.9193912 1.462630 [34,] -0.1121 0.9196838 1.462867 [35,] -0.1053 0.9296587 1.470927 [36,] -0.1039 0.9317191 1.472588 [37,] -0.0988 0.9392448 1.478645 [38,] -0.0984 0.9398363 1.479120 [39,] -0.0977 0.9408720 1.479953 [40,] -0.0955 0.9441308 1.482568 [41,] -0.0948 0.9451688 1.483401 [42,] -0.0923 0.9488811 1.486376 [43,] -0.0909 0.9509632 1.488043 [44,] -0.0902 0.9520051 1.488877 [45,] -0.0888 0.9540907 1.490544 [46,] -0.0871 0.9566263 1.492570 [47,] -0.0866 0.9573728 1.493166 [48,] -0.0807 0.9662032 1.500206 [49,] -0.0806 0.9663532 1.500325 [50,] -0.0707 0.9812650 1.512161 [51,] -0.0693 0.9833832 1.513837 [52,] -0.0680 0.9853522 1.515394 [53,] -0.0671 0.9867166 1.516473 [54,] -0.0648 0.9902076 1.519229 [55,] -0.0644 0.9908154 1.519709 [56,] -0.0637 0.9918795 1.520548 [57,] -0.0636 0.9920315 1.520668 [58,] -0.0606 0.9965989 1.524267 [59,] -0.0541 1.0065321 1.532075 [60,] -0.0537 1.0071450 1.532556 [61,] -0.0520 1.0097521 1.534601 [62,] -0.0518 1.0100590 1.534841 [63,] -0.0516 1.0103660 1.535082 [64,] -0.0514 1.0106730 1.535323 [65,] -0.0507 1.0117481 1.536165 [66,] -0.0468 1.0177483 1.540860 [67,] -0.0467 1.0179024 1.540980 [68,] -0.0465 1.0182106 1.541221 [69,] -0.0407 1.0271699 1.548213 [70,] -0.0378 1.0316648 1.551713 [71,] -0.0374 1.0322856 1.552196 [72,] -0.0365 1.0336831 1.553283 [73,] -0.0361 1.0343045 1.553766 [74,] -0.0358 1.0347707 1.554128 [75,] -0.0345 1.0367920 1.555699 [76,] -0.0339 1.0377257 1.556424 [77,] -0.0321 1.0405292 1.558599 [78,] -0.0306 1.0428685 1.560413 [79,] -0.0302 1.0434927 1.560897 [80,] -0.0293 1.0448980 1.561986 [81,] -0.0290 1.0453667 1.562349 [82,] -0.0262 1.0497460 1.565738 [83,] -0.0261 1.0499026 1.565859 [84,] -0.0254 1.0509990 1.566707 [85,] -0.0244 1.0525663 1.567918 [86,] -0.0243 1.0527231 1.568039 [87,] -0.0240 1.0531936 1.568403 [88,] -0.0206 1.0585331 1.572524 [89,] -0.0195 1.0602636 1.573858 [90,] -0.0193 1.0605784 1.574101 [91,] -0.0191 1.0608933 1.574343 [92,] -0.0190 1.0610507 1.574465 [93,] -0.0186 1.0616806 1.574950 [94,] -0.0153 1.0668845 1.578955 [95,] -0.0148 1.0676742 1.579562 [96,] -0.0142 1.0686221 1.580291 [97,] -0.0117 1.0725767 1.583328 [98,] -0.0109 1.0738437 1.584301 [99,] -0.0096 1.0759043 1.585881 [100,] -0.0088 1.0771734 1.586854 [101,] -0.0078 1.0787609 1.588071 [102,] -0.0075 1.0792374 1.588436 [103,] -0.0073 1.0795551 1.588679 [104,] -0.0064 1.0809854 1.589774 [105,] -0.0060 1.0816214 1.590261 [106,] -0.0052 1.0828940 1.591235 [107,] -0.0048 1.0835306 1.591722 [108,] -0.0039 1.0849636 1.592818 [109,] -0.0024 1.0873542 1.594645 [110,] -0.0014 1.0889495 1.595863 [111,] -0.0006 1.0902265 1.596838 [112,] -0.0001 1.0910251 1.597447 [113,] 0.0021 1.0945424 1.600130 [114,] 0.0044 1.0982260 1.602936 [115,] 0.0056 1.1001504 1.604401 [116,] 0.0064 1.1014343 1.605377 [117,] 0.0072 1.1027190 1.606354 [118,] 0.0080 1.1040045 1.607331 [119,] 0.0084 1.1046475 1.607820 [120,] 0.0085 1.1048083 1.607942 [121,] 0.0099 1.1070606 1.609653 [122,] 0.0107 1.1083487 1.610630 [123,] 0.0137 1.1131861 1.614299 [124,] 0.0159 1.1167405 1.616990 [125,] 0.0160 1.1169022 1.617113 [126,] 0.0164 1.1175492 1.617602 [127,] 0.0170 1.1185199 1.618337 [128,] 0.0183 1.1206248 1.619929 [129,] 0.0189 1.1215970 1.620664 [130,] 0.0190 1.1217591 1.620786 [131,] 0.0196 1.1227318 1.621521 [132,] 0.0197 1.1228939 1.621644 [133,] 0.0207 1.1245162 1.622869 [134,] 0.0211 1.1251654 1.623359 [135,] 0.0215 1.1258149 1.623849 [136,] 0.0224 1.1272768 1.624952 [137,] 0.0225 1.1274393 1.625075 [138,] 0.0230 1.1282520 1.625688 [139,] 0.0233 1.1287398 1.626056 [140,] 0.0240 1.1298783 1.626914 [141,] 0.0248 1.1311802 1.627896 [142,] 0.0250 1.1315058 1.628141 [143,] 0.0267 1.1342754 1.630227 [144,] 0.0286 1.1373751 1.632559 [145,] 0.0293 1.1385182 1.633419 [146,] 0.0308 1.1409697 1.635261 [147,] 0.0312 1.1416239 1.635753 [148,] 0.0316 1.1422783 1.636244 [149,] 0.0326 1.1439152 1.637473 [150,] 0.0332 1.1448979 1.638209 [151,] 0.0339 1.1460449 1.639066 [152,] 0.0350 1.1478486 1.640411 [153,] 0.0382 1.1531042 1.644305 [154,] 0.0396 1.1554074 1.646001 [155,] 0.0398 1.1557366 1.646243 [156,] 0.0413 1.1582073 1.648053 [157,] 0.0415 1.1585370 1.648294 [158,] 0.0421 1.1595262 1.649016 [159,] 0.0441 1.1628266 1.651416 [160,] 0.0443 1.1631569 1.651655 [161,] 0.0455 1.1651397 1.653089 [162,] 0.0467 1.1671243 1.654520 [163,] 0.0468 1.1672898 1.654639 [164,] 0.0470 1.1676207 1.654877 [165,] 0.0476 1.1686139 1.655590 [166,] 0.0491 1.1710986 1.657370 [167,] 0.0507 1.1737519 1.659261 [168,] 0.0512 1.1745817 1.659851 [169,] 0.0525 1.1767405 1.661381 [170,] 0.0531 1.1777375 1.662086 [171,] 0.0544 1.1798992 1.663610 [172,] 0.0546 1.1802320 1.663844 [173,] 0.0564 1.1832288 1.665945 [174,] 0.0579 1.1857290 1.667690 [175,] 0.0623 1.1930780 1.672774 [176,] 0.0628 1.1939146 1.673349 [177,] 0.0631 1.1944166 1.673693 [178,] 0.0648 1.1972636 1.675641 [179,] 0.0669 1.2007849 1.678036 [180,] 0.0672 1.2012884 1.678377 [181,] 0.0680 1.2026315 1.679285 [182,] 0.0693 1.2048155 1.680759 [183,] 0.0694 1.2049836 1.680872 [184,] 0.0702 1.2063286 1.681776 [185,] 0.0747 1.2139080 1.686830 [186,] 0.0750 1.2144141 1.687165 [187,] 0.0770 1.2177907 1.689393 [188,] 0.0783 1.2199878 1.690835 [189,] 0.0790 1.2211717 1.691610 [190,] 0.0807 1.2240490 1.693487 [191,] 0.0814 1.2252347 1.694257 [192,] 0.0827 1.2274382 1.695685 [193,] 0.0829 1.2277773 1.695904 [194,] 0.0835 1.2287951 1.696561 [195,] 0.0850 1.2313411 1.698199 [196,] 0.0871 1.2349098 1.700483 [197,] 0.0879 1.2362705 1.701350 [198,] 0.0880 1.2364406 1.701458 [199,] 0.0913 1.2420613 1.705016 [200,] 0.0935 1.2458150 1.707372 [201,] 0.0962 1.2504287 1.710247 [202,] 0.1000 1.2569353 1.714259 [203,] 0.1011 1.2588216 1.715414 [204,] 0.1013 1.2591647 1.715624 [205,] 0.1025 1.2612242 1.716879 [206,] 0.1058 1.2668956 1.720311 [207,] 0.1065 1.2681001 1.721036 [208,] 0.1086 1.2717165 1.723202 [209,] 0.1109 1.2756826 1.725560 [210,] 0.1110 1.2758552 1.725663 [211,] 0.1121 1.2777540 1.726785 [212,] 0.1123 1.2780994 1.726989 [213,] 0.1130 1.2793085 1.727702 [214,] 0.1131 1.2794813 1.727804 [215,] 0.1146 1.2820742 1.729326 [216,] 0.1150 1.2827660 1.729731 [217,] 0.1242 1.2987220 1.738928 [218,] 0.1246 1.2994176 1.739323 [219,] 0.1288 1.3067315 1.743444 [220,] 0.1304 1.3095222 1.745002 [221,] 0.1330 1.3140625 1.747519 [222,] 0.1331 1.3142373 1.747615 [223,] 0.1351 1.3177344 1.749539 [224,] 0.1361 1.3194844 1.750496 [225,] 0.1377 1.3222864 1.752024 [226,] 0.1407 1.3275468 1.754869 [227,] 0.1441 1.3335188 1.758065 [228,] 0.1443 1.3338704 1.758252 [229,] 0.1454 1.3358051 1.759279 [230,] 0.1508 1.3453187 1.764275 [231,] 0.1644 1.3693966 1.776518 [232,] 0.1793 1.3959633 1.789376 [233,] 0.1814 1.3997228 1.791142 [234,] 0.1838 1.4040240 1.793145 [235,] 0.1927 1.4200156 1.800444 [236,] 0.1978 1.4292083 1.804532 [237,] 0.2012 1.4353483 1.807220 [238,] 0.2026 1.4378792 1.808318 [239,] 0.2056 1.4433076 1.810654 [240,] 0.2087 1.4489244 1.813042 [241,] 0.2099 1.4511006 1.813960 [242,] 0.2385 1.5032818 1.834721 [243,] 0.2400 1.5060347 1.835751 [244,] 0.2620 1.5465850 1.850811 , , n=30 newdata fun 1der [1,] -0.3064 0.8579562 0.9510597 [2,] -0.2579 0.9040830 0.9510673 [3,] -0.2523 0.9094089 0.9510673 [4,] -0.2394 0.9216777 0.9510673 [5,] -0.2304 0.9302373 0.9510673 [6,] -0.2187 0.9413648 0.9510673 [7,] -0.2181 0.9419354 0.9510673 [8,] -0.2102 0.9494489 0.9510673 [9,] -0.2015 0.9577232 0.9510673 [10,] -0.1881 0.9704675 0.9510673 [11,] -0.1846 0.9737962 0.9510673 [12,] -0.1842 0.9741766 0.9510673 [13,] -0.1831 0.9752228 0.9510673 [14,] -0.1807 0.9775054 0.9510673 [15,] -0.1782 0.9798830 0.9510673 [16,] -0.1754 0.9825460 0.9510673 [17,] -0.1697 0.9879671 0.9510673 [18,] -0.1683 0.9892986 0.9510673 [19,] -0.1663 0.9912007 0.9510673 [20,] -0.1512 1.0055618 0.9510673 [21,] -0.1505 1.0062276 0.9510673 [22,] -0.1419 1.0144068 0.9510673 [23,] -0.1353 1.0206838 0.9510673 [24,] -0.1337 1.0222055 0.9510673 [25,] -0.1285 1.0271511 0.9510673 [26,] -0.1247 1.0307651 0.9510673 [27,] -0.1209 1.0343792 0.9510673 [28,] -0.1167 1.0383737 0.9510673 [29,] -0.1154 1.0396101 0.9510673 [30,] -0.1141 1.0408464 0.9510673 [31,] -0.1138 1.0411318 0.9510673 [32,] -0.1124 1.0424633 0.9510673 [33,] -0.1123 1.0425584 0.9510673 [34,] -0.1121 1.0427486 0.9510673 [35,] -0.1053 1.0492158 0.9510673 [36,] -0.1039 1.0505473 0.9510673 [37,] -0.0988 1.0553978 0.9510673 [38,] -0.0984 1.0557782 0.9510673 [39,] -0.0977 1.0564439 0.9510673 [40,] -0.0955 1.0585363 0.9510673 [41,] -0.0948 1.0592020 0.9510673 [42,] -0.0923 1.0615797 0.9510673 [43,] -0.0909 1.0629112 0.9510673 [44,] -0.0902 1.0635770 0.9510673 [45,] -0.0888 1.0649084 0.9510673 [46,] -0.0871 1.0665253 0.9510673 [47,] -0.0866 1.0670008 0.9510673 [48,] -0.0807 1.0726121 0.9510673 [49,] -0.0806 1.0727072 0.9510673 [50,] -0.0707 1.0821228 0.9510673 [51,] -0.0693 1.0834543 0.9510673 [52,] -0.0680 1.0846906 0.9510673 [53,] -0.0671 1.0855466 0.9510673 [54,] -0.0648 1.0877341 0.9510673 [55,] -0.0644 1.0881145 0.9510673 [56,] -0.0637 1.0887802 0.9510673 [57,] -0.0636 1.0888753 0.9510673 [58,] -0.0606 1.0917285 0.9510673 [59,] -0.0541 1.0979105 0.9510673 [60,] -0.0537 1.0982909 0.9510673 [61,] -0.0520 1.0999077 0.9510673 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1.1311978 0.9510673 [92,] -0.0190 1.1312929 0.9510673 [93,] -0.0186 1.1316734 0.9510673 [94,] -0.0153 1.1348119 0.9510673 [95,] -0.0148 1.1352874 0.9510673 [96,] -0.0142 1.1358581 0.9510673 [97,] -0.0117 1.1382357 0.9510673 [98,] -0.0109 1.1389966 0.9510673 [99,] -0.0096 1.1402330 0.9510673 [100,] -0.0088 1.1409938 0.9510673 [101,] -0.0078 1.1419449 0.9510673 [102,] -0.0075 1.1422302 0.9510673 [103,] -0.0073 1.1424204 0.9510673 [104,] -0.0064 1.1432764 0.9510673 [105,] -0.0060 1.1436568 0.9510673 [106,] -0.0052 1.1444177 0.9510673 [107,] -0.0048 1.1447981 0.9510673 [108,] -0.0039 1.1456541 0.9510673 [109,] -0.0024 1.1470807 0.9510673 [110,] -0.0014 1.1480317 0.9510673 [111,] -0.0006 1.1487926 0.9510673 [112,] -0.0001 1.1492681 0.9510673 [113,] 0.0021 1.1513605 0.9510673 [114,] 0.0044 1.1535479 0.9510673 [115,] 0.0056 1.1546892 0.9510673 [116,] 0.0064 1.1554501 0.9510673 [117,] 0.0072 1.1562109 0.9510673 [118,] 0.0080 1.1569718 0.9510673 [119,] 0.0084 1.1573522 0.9510673 [120,] 0.0085 1.1574473 0.9510673 [121,] 0.0099 1.1587788 0.9510673 [122,] 0.0107 1.1595396 0.9510673 [123,] 0.0137 1.1623928 0.9510673 [124,] 0.0159 1.1644852 0.9510673 [125,] 0.0160 1.1645803 0.9510673 [126,] 0.0164 1.1649607 0.9510673 [127,] 0.0170 1.1655314 0.9510673 [128,] 0.0183 1.1667678 0.9510673 [129,] 0.0189 1.1673384 0.9510673 [130,] 0.0190 1.1674335 0.9510673 [131,] 0.0196 1.1680041 0.9510673 [132,] 0.0197 1.1680992 0.9510673 [133,] 0.0207 1.1690503 0.9510673 [134,] 0.0211 1.1694307 0.9510673 [135,] 0.0215 1.1698112 0.9510673 [136,] 0.0224 1.1706671 0.9510673 [137,] 0.0225 1.1707622 0.9510673 [138,] 0.0230 1.1712378 0.9510673 [139,] 0.0233 1.1715231 0.9510673 [140,] 0.0240 1.1721888 0.9510673 [141,] 0.0248 1.1729497 0.9510673 [142,] 0.0250 1.1731399 0.9510673 [143,] 0.0267 1.1747567 0.9510673 [144,] 0.0286 1.1765637 0.9510673 [145,] 0.0293 1.1772295 0.9510673 [146,] 0.0308 1.1786561 0.9510673 [147,] 0.0312 1.1790365 0.9510673 [148,] 0.0316 1.1794169 0.9510673 [149,] 0.0326 1.1803680 0.9510673 [150,] 0.0332 1.1809387 0.9510673 [151,] 0.0339 1.1816044 0.9510673 [152,] 0.0350 1.1826506 0.9510673 [153,] 0.0382 1.1856940 0.9510673 [154,] 0.0396 1.1870255 0.9510673 [155,] 0.0398 1.1872157 0.9510673 [156,] 0.0413 1.1886423 0.9510673 [157,] 0.0415 1.1888325 0.9510673 [158,] 0.0421 1.1894032 0.9510673 [159,] 0.0441 1.1913053 0.9510673 [160,] 0.0443 1.1914955 0.9510673 [161,] 0.0455 1.1926368 0.9510673 [162,] 0.0467 1.1937781 0.9510673 [163,] 0.0468 1.1938732 0.9510673 [164,] 0.0470 1.1940634 0.9510673 [165,] 0.0476 1.1946340 0.9510673 [166,] 0.0491 1.1960606 0.9510673 [167,] 0.0507 1.1975823 0.9510673 [168,] 0.0512 1.1980579 0.9510673 [169,] 0.0525 1.1992943 0.9510673 [170,] 0.0531 1.1998649 0.9510673 [171,] 0.0544 1.2011013 0.9510673 [172,] 0.0546 1.2012915 0.9510673 [173,] 0.0564 1.2030034 0.9510673 [174,] 0.0579 1.2044300 0.9510673 [175,] 0.0623 1.2086147 0.9510673 [176,] 0.0628 1.2090902 0.9510673 [177,] 0.0631 1.2093756 0.9510673 [178,] 0.0648 1.2109924 0.9510673 [179,] 0.0669 1.2129896 0.9510673 [180,] 0.0672 1.2132749 0.9510673 [181,] 0.0680 1.2140358 0.9510673 [182,] 0.0693 1.2152722 0.9510673 [183,] 0.0694 1.2153673 0.9510673 [184,] 0.0702 1.2161281 0.9510673 [185,] 0.0747 1.2204079 0.9510673 [186,] 0.0750 1.2206933 0.9510673 [187,] 0.0770 1.2225954 0.9510673 [188,] 0.0783 1.2238318 0.9510673 [189,] 0.0790 1.2244975 0.9510673 [190,] 0.0807 1.2261144 0.9510673 [191,] 0.0814 1.2267801 0.9510673 [192,] 0.0827 1.2280165 0.9510673 [193,] 0.0829 1.2282067 0.9510673 [194,] 0.0835 1.2287773 0.9510673 [195,] 0.0850 1.2302039 0.9510673 [196,] 0.0871 1.2322012 0.9510673 [197,] 0.0879 1.2329620 0.9510673 [198,] 0.0880 1.2330571 0.9510673 [199,] 0.0913 1.2361957 0.9510673 [200,] 0.0935 1.2382880 0.9510673 [201,] 0.0962 1.2408559 0.9510673 [202,] 0.1000 1.2444700 0.9510673 [203,] 0.1011 1.2455161 0.9510673 [204,] 0.1013 1.2457063 0.9510673 [205,] 0.1025 1.2468476 0.9510673 [206,] 0.1058 1.2499861 0.9510673 [207,] 0.1065 1.2506519 0.9510673 [208,] 0.1086 1.2526491 0.9510673 [209,] 0.1109 1.2548366 0.9510673 [210,] 0.1110 1.2549317 0.9510673 [211,] 0.1121 1.2559779 0.9510673 [212,] 0.1123 1.2561681 0.9510673 [213,] 0.1130 1.2568338 0.9510673 [214,] 0.1131 1.2569289 0.9510673 [215,] 0.1146 1.2583555 0.9510673 [216,] 0.1150 1.2587360 0.9510673 [217,] 0.1242 1.2674858 0.9510673 [218,] 0.1246 1.2678662 0.9510673 [219,] 0.1288 1.2718607 0.9510673 [220,] 0.1304 1.2733824 0.9510673 [221,] 0.1330 1.2758552 0.9510673 [222,] 0.1331 1.2759503 0.9510673 [223,] 0.1351 1.2778524 0.9510673 [224,] 0.1361 1.2788035 0.9510673 [225,] 0.1377 1.2803252 0.9510673 [226,] 0.1407 1.2831784 0.9510673 [227,] 0.1441 1.2864120 0.9510673 [228,] 0.1443 1.2866022 0.9510673 [229,] 0.1454 1.2876484 0.9510673 [230,] 0.1508 1.2927842 0.9510673 [231,] 0.1644 1.3057187 0.9510673 [232,] 0.1793 1.3198896 0.9510673 [233,] 0.1814 1.3218868 0.9510673 [234,] 0.1838 1.3241694 0.9510673 [235,] 0.1927 1.3326339 0.9510673 [236,] 0.1978 1.3374843 0.9510673 [237,] 0.2012 1.3407180 0.9510673 [238,] 0.2026 1.3420495 0.9510673 [239,] 0.2056 1.3449027 0.9510673 [240,] 0.2087 1.3478510 0.9510673 [241,] 0.2099 1.3489922 0.9510673 [242,] 0.2385 1.3761928 0.9510673 [243,] 0.2400 1.3776194 0.9510673 [244,] 0.2620 1.3985429 0.9510673 , , n=44 newdata fun 1der [1,] -0.3064 0.7561844 1.051257 [2,] -0.2579 0.8081975 1.093217 [3,] -0.2523 0.8143327 1.097909 [4,] -0.2394 0.8285648 1.108594 [5,] -0.2304 0.8385753 1.115950 [6,] -0.2187 0.8516873 1.125389 [7,] -0.2181 0.8523627 1.125869 [8,] -0.2102 0.8612820 1.132206 [9,] -0.2015 0.8711631 1.139333 [10,] -0.1881 0.8865055 1.150636 [11,] -0.1846 0.8905380 1.153653 [12,] -0.1842 0.8909995 1.154000 [13,] -0.1831 0.8922694 1.154954 [14,] -0.1807 0.8950438 1.157047 [15,] -0.1782 0.8979392 1.159240 [16,] -0.1754 0.9011885 1.161713 [17,] -0.1697 0.9078246 1.166752 [18,] -0.1683 0.9094590 1.167980 [19,] -0.1663 0.9117967 1.169727 [20,] -0.1512 0.9295591 1.182955 [21,] -0.1505 0.9303874 1.183574 [22,] -0.1419 0.9405990 1.191226 [23,] -0.1353 0.9484806 1.197155 [24,] -0.1337 0.9503972 1.198599 [25,] -0.1285 0.9566422 1.203314 [26,] -0.1247 0.9612213 1.206778 [27,] -0.1209 0.9658137 1.210258 [28,] -0.1167 0.9709049 1.214123 [29,] -0.1154 0.9724840 1.215324 [30,] -0.1141 0.9740647 1.216526 [31,] -0.1138 0.9744297 1.216804 [32,] -0.1124 0.9761342 1.218101 [33,] -0.1123 0.9762560 1.218194 [34,] -0.1121 0.9764997 1.218379 [35,] -0.1053 0.9848061 1.224714 [36,] -0.1039 0.9865217 1.226024 [37,] -0.0988 0.9927866 1.230817 [38,] -0.0984 0.9932790 1.231194 [39,] -0.0977 0.9941411 1.231854 [40,] -0.0955 0.9968534 1.233933 [41,] -0.0948 0.9977174 1.234596 [42,] -0.0923 1.0008069 1.236967 [43,] -0.0909 1.0025395 1.238297 [44,] -0.0902 1.0034066 1.238964 [45,] -0.0888 1.0051421 1.240297 [46,] -0.0871 1.0072519 1.241915 [47,] -0.0866 1.0078730 1.242390 [48,] -0.0807 1.0152197 1.247990 [49,] -0.0806 1.0153445 1.248085 [50,] -0.0707 1.0277468 1.257438 [51,] -0.0693 1.0295082 1.258756 [52,] -0.0680 1.0311454 1.259979 [53,] -0.0671 1.0322797 1.260825 [54,] -0.0648 1.0351821 1.262986 [55,] -0.0644 1.0356874 1.263361 [56,] -0.0637 1.0365720 1.264018 [57,] -0.0636 1.0366984 1.264112 [58,] -0.0606 1.0404949 1.266923 [59,] -0.0541 1.0487497 1.272998 [60,] -0.0537 1.0492589 1.273371 [61,] -0.0520 1.0514250 1.274955 [62,] -0.0518 1.0516800 1.275141 [63,] -0.0516 1.0519351 1.275328 [64,] -0.0514 1.0521902 1.275514 [65,] -0.0507 1.0530832 1.276166 [66,] -0.0468 1.0580674 1.279775 [67,] -0.0467 1.0581953 1.279867 [68,] -0.0465 1.0584513 1.280051 [69,] -0.0407 1.0658909 1.285299 [70,] -0.0378 1.0696220 1.287872 [71,] -0.0374 1.0701372 1.288225 [72,] -0.0365 1.0712970 1.289015 [73,] -0.0361 1.0718127 1.289365 [74,] -0.0358 1.0721995 1.289627 [75,] -0.0345 1.0738768 1.290759 [76,] -0.0339 1.0746514 1.291279 [77,] -0.0321 1.0769771 1.292830 [78,] -0.0306 1.0789173 1.294113 [79,] -0.0302 1.0794350 1.294454 [80,] -0.0293 1.0806004 1.295217 [81,] -0.0290 1.0809890 1.295471 [82,] -0.0262 1.0846196 1.297827 [83,] -0.0261 1.0847494 1.297911 [84,] -0.0254 1.0856581 1.298496 [85,] -0.0244 1.0869570 1.299329 [86,] -0.0243 1.0870870 1.299412 [87,] -0.0240 1.0874768 1.299661 [88,] -0.0206 1.0919004 1.302465 [89,] -0.0195 1.0933337 1.303365 [90,] -0.0193 1.0935943 1.303528 [91,] -0.0191 1.0938551 1.303691 [92,] -0.0190 1.0939854 1.303772 [93,] -0.0186 1.0945070 1.304098 [94,] -0.0153 1.0988149 1.306764 [95,] -0.0148 1.0994684 1.307165 [96,] -0.0142 1.1002529 1.307646 [97,] -0.0117 1.1035245 1.309634 [98,] -0.0109 1.1045724 1.310267 [99,] -0.0096 1.1062764 1.311290 [100,] -0.0088 1.1073257 1.311917 [101,] -0.0078 1.1086380 1.312698 [102,] -0.0075 1.1090319 1.312932 [103,] -0.0073 1.1092945 1.313087 [104,] -0.0064 1.1104766 1.313786 [105,] -0.0060 1.1110022 1.314096 [106,] -0.0052 1.1120537 1.314714 [107,] -0.0048 1.1125796 1.315022 [108,] -0.0039 1.1137635 1.315714 [109,] -0.0024 1.1157379 1.316861 [110,] -0.0014 1.1170551 1.317622 [111,] -0.0006 1.1181095 1.318229 [112,] -0.0001 1.1187687 1.318607 [113,] 0.0021 1.1216714 1.320261 [114,] 0.0044 1.1247100 1.321974 [115,] 0.0056 1.1262969 1.322861 [116,] 0.0064 1.1273554 1.323450 [117,] 0.0072 1.1284144 1.324037 [118,] 0.0080 1.1294739 1.324622 [119,] 0.0084 1.1300038 1.324914 [120,] 0.0085 1.1301363 1.324986 [121,] 0.0099 1.1319920 1.326003 [122,] 0.0107 1.1330530 1.326581 [123,] 0.0137 1.1370360 1.328732 [124,] 0.0159 1.1399609 1.330291 [125,] 0.0160 1.1400940 1.330361 [126,] 0.0164 1.1406262 1.330643 [127,] 0.0170 1.1414247 1.331065 [128,] 0.0183 1.1431556 1.331974 [129,] 0.0189 1.1439550 1.332392 [130,] 0.0190 1.1440882 1.332462 [131,] 0.0196 1.1448878 1.332879 [132,] 0.0197 1.1450211 1.332948 [133,] 0.0207 1.1463544 1.333640 [134,] 0.0211 1.1468879 1.333916 [135,] 0.0215 1.1474215 1.334191 [136,] 0.0224 1.1486226 1.334809 [137,] 0.0225 1.1487561 1.334877 [138,] 0.0230 1.1494236 1.335219 [139,] 0.0233 1.1498242 1.335424 [140,] 0.0240 1.1507591 1.335901 [141,] 0.0248 1.1518281 1.336443 [142,] 0.0250 1.1520954 1.336579 [143,] 0.0267 1.1543685 1.337725 [144,] 0.0286 1.1569114 1.338995 [145,] 0.0293 1.1578489 1.339460 [146,] 0.0308 1.1598588 1.340451 [147,] 0.0312 1.1603950 1.340714 [148,] 0.0316 1.1609314 1.340976 [149,] 0.0326 1.1622727 1.341629 [150,] 0.0332 1.1630778 1.342019 [151,] 0.0339 1.1640174 1.342471 [152,] 0.0350 1.1654945 1.343179 [153,] 0.0382 1.1697959 1.345209 [154,] 0.0396 1.1716798 1.346083 [155,] 0.0398 1.1719490 1.346208 [156,] 0.0413 1.1739690 1.347135 [157,] 0.0415 1.1742385 1.347258 [158,] 0.0421 1.1750469 1.347626 [159,] 0.0441 1.1777434 1.348841 [160,] 0.0443 1.1780132 1.348962 [161,] 0.0455 1.1796324 1.349682 [162,] 0.0467 1.1812524 1.350396 [163,] 0.0468 1.1813875 1.350456 [164,] 0.0470 1.1816576 1.350574 [165,] 0.0476 1.1824680 1.350928 [166,] 0.0491 1.1844951 1.351808 [167,] 0.0507 1.1866587 1.352735 [168,] 0.0512 1.1873352 1.353023 [169,] 0.0525 1.1890946 1.353766 [170,] 0.0531 1.1899069 1.354107 [171,] 0.0544 1.1916677 1.354840 [172,] 0.0546 1.1919387 1.354953 [173,] 0.0564 1.1943785 1.355955 [174,] 0.0579 1.1964131 1.356780 [175,] 0.0623 1.2023882 1.359147 [176,] 0.0628 1.2030678 1.359411 [177,] 0.0631 1.2034756 1.359569 [178,] 0.0648 1.2057877 1.360457 [179,] 0.0669 1.2086458 1.361537 [180,] 0.0672 1.2090543 1.361690 [181,] 0.0680 1.2101438 1.362096 [182,] 0.0693 1.2119149 1.362750 [183,] 0.0694 1.2120512 1.362800 [184,] 0.0702 1.2131416 1.363199 [185,] 0.0747 1.2192810 1.365392 [186,] 0.0750 1.2196906 1.365535 [187,] 0.0770 1.2224226 1.366481 [188,] 0.0783 1.2241994 1.367087 [189,] 0.0790 1.2251565 1.367411 [190,] 0.0807 1.2274818 1.368188 [191,] 0.0814 1.2284396 1.368504 [192,] 0.0827 1.2302190 1.369087 [193,] 0.0829 1.2304929 1.369176 [194,] 0.0835 1.2313145 1.369442 [195,] 0.0850 1.2333691 1.370100 [196,] 0.0871 1.2362473 1.371007 [197,] 0.0879 1.2373442 1.371348 [198,] 0.0880 1.2374814 1.371390 [199,] 0.0913 1.2420092 1.372766 [200,] 0.0935 1.2450303 1.373659 [201,] 0.0962 1.2487406 1.374727 [202,] 0.1000 1.2539674 1.376180 [203,] 0.1011 1.2554814 1.376589 [204,] 0.1013 1.2557567 1.376663 [205,] 0.1025 1.2574090 1.377103 [206,] 0.1058 1.2619554 1.378283 [207,] 0.1065 1.2629203 1.378528 [208,] 0.1086 1.2658159 1.379250 [209,] 0.1109 1.2689891 1.380019 [210,] 0.1110 1.2691271 1.380052 [211,] 0.1121 1.2706454 1.380412 [212,] 0.1123 1.2709214 1.380477 [213,] 0.1130 1.2718879 1.380703 [214,] 0.1131 1.2720259 1.380735 [215,] 0.1146 1.2740974 1.381212 [216,] 0.1150 1.2746499 1.381337 [217,] 0.1242 1.2873709 1.384045 [218,] 0.1246 1.2879246 1.384155 [219,] 0.1288 1.2937404 1.385268 [220,] 0.1304 1.2959571 1.385674 [221,] 0.1330 1.2995607 1.386310 [222,] 0.1331 1.2996994 1.386334 [223,] 0.1351 1.3024725 1.386804 [224,] 0.1361 1.3038594 1.387032 [225,] 0.1377 1.3060789 1.387390 [226,] 0.1407 1.3102421 1.388032 [227,] 0.1441 1.3149626 1.388715 [228,] 0.1443 1.3152403 1.388753 [229,] 0.1454 1.3167681 1.388963 [230,] 0.1508 1.3242711 1.389922 [231,] 0.1644 1.3431877 1.391807 [232,] 0.1793 1.3639357 1.393002 [233,] 0.1814 1.3668611 1.393098 [234,] 0.1838 1.3702046 1.393184 [235,] 0.1927 1.3826047 1.393308 [236,] 0.1978 1.3897106 1.393308 [237,] 0.2012 1.3944479 1.393308 [238,] 0.2026 1.3963985 1.393308 [239,] 0.2056 1.4005784 1.393308 [240,] 0.2087 1.4048977 1.393308 [241,] 0.2099 1.4065696 1.393308 [242,] 0.2385 1.4464183 1.393308 [243,] 0.2400 1.4485082 1.393308 [244,] 0.2620 1.4791610 1.393308 , , n=67 newdata fun 1der [1,] -0.3064 0.9918837 0.6260289 [2,] -0.2579 1.0239665 0.6948700 [3,] -0.2523 1.0278772 0.7017831 [4,] -0.2394 1.0370283 0.7167752 [5,] -0.2304 1.0435234 0.7264647 [6,] -0.2187 1.0520922 0.7381146 [7,] -0.2181 1.0525352 0.7386832 [8,] -0.2102 1.0583994 0.7457796 [9,] -0.2015 1.0649175 0.7523889 [10,] -0.1881 1.0750551 0.7603111 [11,] -0.1846 1.0777192 0.7620053 [12,] -0.1842 1.0780240 0.7621891 [13,] -0.1831 1.0788627 0.7626839 [14,] -0.1807 1.0806944 0.7637106 [15,] -0.1782 1.0826049 0.7647025 [16,] -0.1754 1.0847476 0.7657196 [17,] -0.1697 1.0891174 0.7674836 [18,] -0.1683 1.0901921 0.7678540 [19,] -0.1663 1.0917283 0.7683401 [20,] -0.1512 1.1033493 0.7703769 [21,] -0.1505 1.1038885 0.7704013 [22,] -0.1419 1.1105143 0.7704381 [23,] -0.1353 1.1155992 0.7704381 [24,] -0.1337 1.1168319 0.7704381 [25,] -0.1285 1.1208381 0.7704381 [26,] -0.1247 1.1237658 0.7704381 [27,] -0.1209 1.1266935 0.7704381 [28,] -0.1167 1.1299293 0.7704381 [29,] -0.1154 1.1309309 0.7704381 [30,] -0.1141 1.1319324 0.7704381 [31,] -0.1138 1.1321636 0.7704381 [32,] -0.1124 1.1332422 0.7704381 [33,] -0.1123 1.1333192 0.7704381 [34,] -0.1121 1.1334733 0.7704381 [35,] -0.1053 1.1387123 0.7704381 [36,] -0.1039 1.1397909 0.7704381 [37,] -0.0988 1.1437202 0.7704381 [38,] -0.0984 1.1440283 0.7704381 [39,] -0.0977 1.1445676 0.7704381 [40,] -0.0955 1.1462626 0.7704381 [41,] -0.0948 1.1468019 0.7704381 [42,] -0.0923 1.1487280 0.7704381 [43,] -0.0909 1.1498066 0.7704381 [44,] -0.0902 1.1503459 0.7704381 [45,] -0.0888 1.1514245 0.7704381 [46,] -0.0871 1.1527343 0.7704381 [47,] -0.0866 1.1531195 0.7704381 [48,] -0.0807 1.1576651 0.7704381 [49,] -0.0806 1.1577421 0.7704381 [50,] -0.0707 1.1653695 0.7704381 [51,] -0.0693 1.1664481 0.7704381 [52,] -0.0680 1.1674496 0.7704381 [53,] -0.0671 1.1681430 0.7704381 [54,] -0.0648 1.1699150 0.7704381 [55,] -0.0644 1.1702232 0.7704381 [56,] -0.0637 1.1707625 0.7704381 [57,] -0.0636 1.1708396 0.7704381 [58,] -0.0606 1.1731509 0.7704381 [59,] -0.0541 1.1781587 0.7704381 [60,] -0.0537 1.1784669 0.7704381 [61,] -0.0520 1.1797766 0.7704381 [62,] -0.0518 1.1799307 0.7704381 [63,] -0.0516 1.1800848 0.7704381 [64,] -0.0514 1.1802389 0.7704381 [65,] -0.0507 1.1807782 0.7704381 [66,] -0.0468 1.1837829 0.7704381 [67,] -0.0467 1.1838600 0.7704381 [68,] -0.0465 1.1840141 0.7704381 [69,] -0.0407 1.1884826 0.7704381 [70,] -0.0378 1.1907169 0.7704381 [71,] -0.0374 1.1910250 0.7704381 [72,] -0.0365 1.1917184 0.7704381 [73,] -0.0361 1.1920266 0.7704381 [74,] -0.0358 1.1922577 0.7704381 [75,] -0.0345 1.1932593 0.7704381 [76,] -0.0339 1.1937216 0.7704381 [77,] -0.0321 1.1951084 0.7704381 [78,] -0.0306 1.1962640 0.7704381 [79,] -0.0302 1.1965722 0.7704381 [80,] -0.0293 1.1972656 0.7704381 [81,] -0.0290 1.1974967 0.7704381 [82,] -0.0262 1.1996539 0.7704381 [83,] -0.0261 1.1997310 0.7704381 [84,] -0.0254 1.2002703 0.7704381 [85,] -0.0244 1.2010407 0.7704381 [86,] -0.0243 1.2011178 0.7704381 [87,] -0.0240 1.2013489 0.7704381 [88,] -0.0206 1.2039684 0.7704381 [89,] -0.0195 1.2048159 0.7704381 [90,] -0.0193 1.2049700 0.7704381 [91,] -0.0191 1.2051241 0.7704381 [92,] -0.0190 1.2052011 0.7704381 [93,] -0.0186 1.2055093 0.7704381 [94,] -0.0153 1.2080445 0.7704641 [95,] -0.0148 1.2084298 0.7704726 [96,] -0.0142 1.2088921 0.7704844 [97,] -0.0117 1.2108183 0.7705525 [98,] -0.0109 1.2114348 0.7705807 [99,] -0.0096 1.2124366 0.7706331 [100,] -0.0088 1.2130531 0.7706694 [101,] -0.0078 1.2138238 0.7707191 [102,] -0.0075 1.2140550 0.7707350 [103,] -0.0073 1.2142092 0.7707458 [104,] -0.0064 1.2149029 0.7707969 [105,] -0.0060 1.2152112 0.7708209 [106,] -0.0052 1.2158279 0.7708711 [107,] -0.0048 1.2161362 0.7708974 [108,] -0.0039 1.2168301 0.7709594 [109,] -0.0024 1.2179866 0.7710714 [110,] -0.0014 1.2187649 0.7711525 [111,] -0.0006 1.2193818 0.7712241 [112,] -0.0001 1.2197675 0.7712722 [113,] 0.0021 1.2214645 0.7715154 [114,] 0.0044 1.2232393 0.7718242 [115,] 0.0056 1.2241656 0.7720074 [116,] 0.0064 1.2247833 0.7721381 [117,] 0.0072 1.2254011 0.7722754 [118,] 0.0080 1.2260189 0.7724195 [119,] 0.0084 1.2263279 0.7724941 [120,] 0.0085 1.2264052 0.7725130 [121,] 0.0099 1.2274869 0.7727889 [122,] 0.0107 1.2281052 0.7729557 [123,] 0.0137 1.2304251 0.7736417 [124,] 0.0159 1.2321277 0.7742051 [125,] 0.0160 1.2322051 0.7742319 [126,] 0.0164 1.2325148 0.7743402 [127,] 0.0170 1.2329795 0.7745059 [128,] 0.0183 1.2339866 0.7748779 [129,] 0.0189 1.2344515 0.7750556 [130,] 0.0190 1.2345290 0.7750855 [131,] 0.0196 1.2349942 0.7752677 [132,] 0.0197 1.2350717 0.7752984 [133,] 0.0207 1.2358471 0.7756114 [134,] 0.0211 1.2361574 0.7757396 [135,] 0.0215 1.2364677 0.7758694 [136,] 0.0224 1.2371661 0.7761678 [137,] 0.0225 1.2372438 0.7762014 [138,] 0.0230 1.2376319 0.7763714 [139,] 0.0233 1.2378648 0.7764746 [140,] 0.0240 1.2384085 0.7767192 [141,] 0.0248 1.2390299 0.7770051 [142,] 0.0250 1.2391853 0.7770776 [143,] 0.0267 1.2405069 0.7777111 [144,] 0.0286 1.2419853 0.7784551 [145,] 0.0293 1.2425303 0.7787388 [146,] 0.0308 1.2436989 0.7793642 [147,] 0.0312 1.2440106 0.7795349 [148,] 0.0316 1.2443225 0.7797074 [149,] 0.0326 1.2451024 0.7801459 [150,] 0.0332 1.2455706 0.7804141 [151,] 0.0339 1.2461170 0.7807318 [152,] 0.0350 1.2469761 0.7812414 [153,] 0.0382 1.2494785 0.7827966 [154,] 0.0396 1.2505749 0.7835110 [155,] 0.0398 1.2507316 0.7836147 [156,] 0.0413 1.2519076 0.7844062 [157,] 0.0415 1.2520645 0.7845135 [158,] 0.0421 1.2525353 0.7848380 [159,] 0.0441 1.2541061 0.7859471 [160,] 0.0443 1.2542633 0.7860604 [161,] 0.0455 1.2552070 0.7867488 [162,] 0.0467 1.2561515 0.7874526 [163,] 0.0468 1.2562302 0.7875120 [164,] 0.0470 1.2563878 0.7876310 [165,] 0.0476 1.2568604 0.7879905 [166,] 0.0491 1.2580431 0.7889062 [167,] 0.0507 1.2593062 0.7899093 [168,] 0.0512 1.2597012 0.7902283 [169,] 0.0525 1.2607290 0.7910703 [170,] 0.0531 1.2612038 0.7914650 [171,] 0.0544 1.2622333 0.7923333 [172,] 0.0546 1.2623917 0.7924685 [173,] 0.0564 1.2638193 0.7937040 [174,] 0.0579 1.2650106 0.7947581 [175,] 0.0623 1.2685146 0.7979721 [176,] 0.0628 1.2689137 0.7983468 [177,] 0.0631 1.2691532 0.7985724 [178,] 0.0648 1.2705119 0.7998627 [179,] 0.0669 1.2721933 0.8014843 [180,] 0.0672 1.2724337 0.8017184 [181,] 0.0680 1.2730754 0.8023459 [182,] 0.0693 1.2741191 0.8033748 [183,] 0.0694 1.2741994 0.8034545 [184,] 0.0702 1.2748424 0.8040941 [185,] 0.0747 1.2784691 0.8077866 [186,] 0.0750 1.2787115 0.8080385 [187,] 0.0770 1.2803293 0.8097362 [188,] 0.0783 1.2813826 0.8108569 [189,] 0.0790 1.2819505 0.8114659 [190,] 0.0807 1.2833312 0.8129612 [191,] 0.0814 1.2839005 0.8135836 [192,] 0.0827 1.2849589 0.8147499 [193,] 0.0829 1.2851219 0.8149305 [194,] 0.0835 1.2856110 0.8154743 [195,] 0.0850 1.2868352 0.8168463 [196,] 0.0871 1.2885527 0.8187974 [197,] 0.0879 1.2892080 0.8195499 [198,] 0.0880 1.2892900 0.8196443 [199,] 0.0913 1.2920000 0.8227885 [200,] 0.0935 1.2938124 0.8249143 [201,] 0.0962 1.2960432 0.8275556 [202,] 0.1000 1.2991951 0.8313335 [203,] 0.1011 1.3001102 0.8324403 [204,] 0.1013 1.3002767 0.8326422 [205,] 0.1025 1.3012766 0.8338575 [206,] 0.1058 1.3040339 0.8372361 [207,] 0.1065 1.3046202 0.8379596 [208,] 0.1086 1.3063822 0.8401446 [209,] 0.1109 1.3083173 0.8425624 [210,] 0.1110 1.3084016 0.8426682 [211,] 0.1121 1.3093292 0.8438342 [212,] 0.1123 1.3094979 0.8440469 [213,] 0.1130 1.3100890 0.8447927 [214,] 0.1131 1.3101735 0.8448994 [215,] 0.1146 1.3114421 0.8465064 [216,] 0.1150 1.3117808 0.8469368 [217,] 0.1242 1.3196188 0.8570519 [218,] 0.1246 1.3199617 0.8575011 [219,] 0.1288 1.3235732 0.8622649 [220,] 0.1304 1.3249543 0.8641026 [221,] 0.1330 1.3272048 0.8671222 [222,] 0.1331 1.3272916 0.8672392 [223,] 0.1351 1.3290284 0.8695924 [224,] 0.1361 1.3298986 0.8707786 [225,] 0.1377 1.3312933 0.8726896 [226,] 0.1407 1.3339168 0.8763165 [227,] 0.1441 1.3369034 0.8804960 [228,] 0.1443 1.3370795 0.8807441 [229,] 0.1454 1.3380491 0.8821134 [230,] 0.1508 1.3428309 0.8889467 [231,] 0.1644 1.3550418 0.9069475 [232,] 0.1793 1.3687056 0.9271564 [233,] 0.1814 1.3706557 0.9300183 [234,] 0.1838 1.3728916 0.9332931 [235,] 0.1927 1.3812521 0.9454756 [236,] 0.1978 1.3860919 0.9524635 [237,] 0.2012 1.3893381 0.9570875 [238,] 0.2026 1.3906794 0.9589828 [239,] 0.2056 1.3935624 0.9630279 [240,] 0.2087 1.3965542 0.9671873 [241,] 0.2099 1.3977158 0.9687918 [242,] 0.2385 1.4259626 1.0065327 [243,] 0.2400 1.4274739 1.0085819 [244,] 0.2620 1.4500087 1.0406673 , , n=100 newdata fun 1der [1,] -0.3064 0.5978660 0.8931336 [2,] -0.2579 0.6415584 0.9110931 [3,] -0.2523 0.6466689 0.9141094 [4,] -0.2394 0.6585106 0.9220822 [5,] -0.2304 0.6668381 0.9286052 [6,] -0.2187 0.6777580 0.9382673 [7,] -0.2181 0.6783211 0.9387988 [8,] -0.2102 0.6857662 0.9461248 [9,] -0.2015 0.6940352 0.9549567 [10,] -0.1881 0.7069323 0.9702427 [11,] -0.1846 0.7103355 0.9744574 [12,] -0.1842 0.7107254 0.9749443 [13,] -0.1831 0.7117986 0.9762888 [14,] -0.1807 0.7141452 0.9792594 [15,] -0.1782 0.7165973 0.9824137 [16,] -0.1754 0.7193531 0.9860193 [17,] -0.1697 0.7249948 0.9935964 [18,] -0.1683 0.7263872 0.9955059 [19,] -0.1663 0.7283810 0.9982657 [20,] -0.1512 0.7436180 1.0201556 [21,] -0.1505 0.7443324 1.0212035 [22,] -0.1419 0.7531704 1.0341272 [23,] -0.1353 0.7600283 1.0440417 [24,] -0.1337 0.7617007 1.0464444 [25,] -0.1285 0.7671625 1.0542510 [26,] -0.1247 0.7711795 1.0599537 [27,] -0.1209 0.7752182 1.0656546 [28,] -0.1167 0.7797071 1.0719536 [29,] -0.1154 0.7811019 1.0739029 [30,] -0.1141 0.7824993 1.0758519 [31,] -0.1138 0.7828221 1.0763017 [32,] -0.1124 0.7843304 1.0784004 [33,] -0.1123 0.7844383 1.0785503 [34,] -0.1121 0.7846540 1.0788501 [35,] -0.1053 0.7920248 1.0890401 [36,] -0.1039 0.7935509 1.0911373 [37,] -0.0988 0.7991352 1.0987752 [38,] -0.0984 0.7995749 1.0993741 [39,] -0.0977 0.8003448 1.1004222 [40,] -0.0955 0.8027693 1.1037157 [41,] -0.0948 0.8035423 1.1047635 [42,] -0.0923 0.8063089 1.1085052 [43,] -0.0909 0.8078623 1.1106002 [44,] -0.0902 0.8086400 1.1116476 [45,] -0.0888 0.8101978 1.1137423 [46,] -0.0871 0.8120933 1.1162854 [47,] -0.0866 0.8126517 1.1170334 [48,] -0.0807 0.8192682 1.1258566 [49,] -0.0806 0.8193808 1.1260061 [50,] -0.0707 0.8306015 1.1408015 [51,] -0.0693 0.8322001 1.1428928 [52,] -0.0680 0.8336871 1.1448345 [53,] -0.0671 0.8347181 1.1461787 [54,] -0.0648 0.8373582 1.1496133 [55,] -0.0644 0.8378182 1.1502105 [56,] -0.0637 0.8386237 1.1512557 [57,] -0.0636 0.8387388 1.1514050 [58,] -0.0606 0.8421998 1.1558835 [59,] -0.0541 0.8497445 1.1655831 [60,] -0.0537 0.8502109 1.1661798 [61,] -0.0520 0.8521956 1.1687157 [62,] -0.0518 0.8524293 1.1690140 [63,] -0.0516 0.8526632 1.1693123 [64,] -0.0514 0.8528971 1.1696106 [65,] -0.0507 0.8537161 1.1706546 [66,] -0.0468 0.8582930 1.1764703 [67,] -0.0467 0.8584107 1.1766194 [68,] -0.0465 0.8586460 1.1769176 [69,] -0.0407 0.8654973 1.1855763 [70,] -0.0378 0.8689417 1.1899363 [71,] -0.0374 0.8694178 1.1905396 [72,] -0.0365 0.8704899 1.1918987 [73,] -0.0361 0.8709668 1.1925035 [74,] -0.0358 0.8713246 1.1929574 [75,] -0.0345 0.8728768 1.1949274 [76,] -0.0339 0.8735940 1.1958382 [77,] -0.0321 0.8757490 1.1985771 [78,] -0.0306 0.8775485 1.2008648 [79,] -0.0302 0.8780290 1.2014746 [80,] -0.0293 0.8791110 1.2028460 [81,] -0.0290 0.8794719 1.2033029 [82,] -0.0262 0.8828471 1.2075628 [83,] -0.0261 0.8829679 1.2077148 [84,] -0.0254 0.8838136 1.2087784 [85,] -0.0244 0.8850232 1.2102968 [86,] -0.0243 0.8851442 1.2104486 [87,] -0.0240 0.8855074 1.2109038 [88,] -0.0206 0.8896332 1.2160567 [89,] -0.0195 0.8909718 1.2177210 [90,] -0.0193 0.8912154 1.2180235 [91,] -0.0191 0.8914590 1.2183259 [92,] -0.0190 0.8915809 1.2184771 [93,] -0.0186 0.8920684 1.2190818 [94,] -0.0153 0.8960996 1.2240729 [95,] -0.0148 0.8967118 1.2248325 [96,] -0.0142 0.8974470 1.2257455 [97,] -0.0117 0.9005161 1.2295667 [98,] -0.0109 0.9015003 1.2307954 [99,] -0.0096 0.9031016 1.2327981 [100,] -0.0088 0.9040883 1.2340342 [101,] -0.0078 0.9053231 1.2355834 [102,] -0.0075 0.9056939 1.2360491 [103,] -0.0073 0.9059411 1.2363597 [104,] -0.0064 0.9070545 1.2377598 [105,] -0.0060 0.9075497 1.2383832 [106,] -0.0052 0.9085409 1.2396322 [107,] -0.0048 0.9090369 1.2402578 [108,] -0.0039 0.9101538 1.2416679 [109,] -0.0024 0.9120180 1.2440261 [110,] -0.0014 0.9132628 1.2456046 [111,] -0.0006 0.9142598 1.2468718 [112,] -0.0001 0.9148835 1.2476658 [113,] 0.0021 0.9176322 1.2511776 [114,] 0.0044 0.9205141 1.2548810 [115,] 0.0056 0.9220212 1.2568262 [116,] 0.0064 0.9230272 1.2581278 [117,] 0.0072 0.9240342 1.2594335 [118,] 0.0080 0.9250422 1.2607430 [119,] 0.0084 0.9255467 1.2613993 [120,] 0.0085 0.9256728 1.2615635 [121,] 0.0099 0.9274406 1.2638691 [122,] 0.0107 0.9284522 1.2651920 [123,] 0.0137 0.9322553 1.2701879 [124,] 0.0159 0.9350538 1.2738868 [125,] 0.0160 0.9351812 1.2740556 [126,] 0.0164 0.9356909 1.2747316 [127,] 0.0170 0.9364561 1.2757474 [128,] 0.0183 0.9381160 1.2779560 [129,] 0.0189 0.9388831 1.2789788 [130,] 0.0190 0.9390110 1.2791495 [131,] 0.0196 0.9397788 1.2801749 [132,] 0.0197 0.9399068 1.2803461 [133,] 0.0207 0.9411880 1.2820606 [134,] 0.0211 0.9417010 1.2827482 [135,] 0.0215 0.9422142 1.2834368 [136,] 0.0224 0.9433700 1.2849896 [137,] 0.0225 0.9434985 1.2851624 [138,] 0.0230 0.9441413 1.2860276 [139,] 0.0233 0.9445272 1.2865474 [140,] 0.0240 0.9454282 1.2877625 [141,] 0.0248 0.9464590 1.2891549 [142,] 0.0250 0.9467168 1.2895036 [143,] 0.0267 0.9489115 1.2924776 [144,] 0.0286 0.9513704 1.2958225 [145,] 0.0293 0.9522779 1.2970605 [146,] 0.0308 0.9542255 1.2997234 [147,] 0.0312 0.9547455 1.3004358 [148,] 0.0316 0.9552658 1.3011493 [149,] 0.0326 0.9565679 1.3029372 [150,] 0.0332 0.9573500 1.3040128 [151,] 0.0339 0.9582632 1.3052701 [152,] 0.0350 0.9597001 1.3072504 [153,] 0.0382 0.9638925 1.3130441 [154,] 0.0396 0.9657326 1.3155942 [155,] 0.0398 0.9659957 1.3159592 [156,] 0.0413 0.9679717 1.3187031 [157,] 0.0415 0.9682355 1.3190698 [158,] 0.0421 0.9690273 1.3201709 [159,] 0.0441 0.9716713 1.3238537 [160,] 0.0443 0.9719361 1.3242230 [161,] 0.0455 0.9735265 1.3264430 [162,] 0.0467 0.9751196 1.3286703 [163,] 0.0468 0.9752525 1.3288563 [164,] 0.0470 0.9755183 1.3292283 [165,] 0.0476 0.9763161 1.3303457 [166,] 0.0491 0.9783138 1.3331471 [167,] 0.0507 0.9804492 1.3361481 [168,] 0.0512 0.9811175 1.3370886 [169,] 0.0525 0.9828573 1.3395399 [170,] 0.0531 0.9836614 1.3406742 [171,] 0.0544 0.9854059 1.3431392 [172,] 0.0546 0.9856745 1.3435197 [173,] 0.0564 0.9880959 1.3469613 [174,] 0.0579 0.9901186 1.3498528 [175,] 0.0623 0.9960768 1.3584575 [176,] 0.0628 0.9967562 1.3594469 [177,] 0.0631 0.9971642 1.3600417 [178,] 0.0648 0.9994791 1.3634282 [179,] 0.0669 1.0023467 1.3676493 [180,] 0.0672 1.0027571 1.3682557 [181,] 0.0680 1.0038524 1.3698753 [182,] 0.0693 1.0056349 1.3725142 [183,] 0.0694 1.0057722 1.3727176 [184,] 0.0702 1.0068710 1.3743462 [185,] 0.0747 1.0130763 1.3835685 [186,] 0.0750 1.0134915 1.3841870 [187,] 0.0770 1.0162640 1.3883222 [188,] 0.0783 1.0180705 1.3910211 [189,] 0.0790 1.0190448 1.3924780 [190,] 0.0807 1.0214150 1.3960265 [191,] 0.0814 1.0223927 1.3974919 [192,] 0.0827 1.0242112 1.4002201 [193,] 0.0829 1.0244913 1.4006406 [194,] 0.0835 1.0253321 1.4019033 [195,] 0.0850 1.0274373 1.4050682 [196,] 0.0871 1.0303926 1.4095184 [197,] 0.0879 1.0315209 1.4112182 [198,] 0.0880 1.0316620 1.4114307 [199,] 0.0913 1.0363313 1.4184493 [200,] 0.0935 1.0394571 1.4231345 [201,] 0.0962 1.0433073 1.4288911 [202,] 0.1000 1.0487525 1.4370054 [203,] 0.1011 1.0503345 1.4393569 [204,] 0.1013 1.0506224 1.4397846 [205,] 0.1025 1.0523517 1.4423516 [206,] 0.1058 1.0571231 1.4494200 [207,] 0.1065 1.0581382 1.4509211 [208,] 0.1086 1.0611899 1.4554281 [209,] 0.1109 1.0645431 1.4603706 [210,] 0.1110 1.0646891 1.4605857 [211,] 0.1121 1.0662971 1.4629520 [212,] 0.1123 1.0665897 1.4633824 [213,] 0.1130 1.0676146 1.4648892 [214,] 0.1131 1.0677611 1.4651045 [215,] 0.1146 1.0699612 1.4683342 [216,] 0.1150 1.0705487 1.4691948 [217,] 0.1242 1.0841560 1.4888860 [218,] 0.1246 1.0847517 1.4897369 [219,] 0.1288 1.0910273 1.4986307 [220,] 0.1304 1.0934278 1.5019992 [221,] 0.1330 1.0973401 1.5074499 [222,] 0.1331 1.0974909 1.5076590 [223,] 0.1351 1.1005104 1.5118284 [224,] 0.1361 1.1020232 1.5138993 [225,] 0.1377 1.1044481 1.5171919 [226,] 0.1407 1.1090089 1.5232964 [227,] 0.1441 1.1141997 1.5301056 [228,] 0.1443 1.1145057 1.5305023 [229,] 0.1454 1.1161905 1.5326753 [230,] 0.1508 1.1244953 1.5431276 [231,] 0.1644 1.1456526 1.5678313 [232,] 0.1793 1.1691984 1.5923294 [233,] 0.1814 1.1725458 1.5956199 [234,] 0.1838 1.1763797 1.5993473 [235,] 0.1927 1.1906749 1.6129986 [236,] 0.1978 1.1989208 1.6206997 [237,] 0.2012 1.2044399 1.6257847 [238,] 0.2026 1.2067174 1.6278671 [239,] 0.2056 1.2116077 1.6323069 [240,] 0.2087 1.2166749 1.6368625 [241,] 0.2099 1.2186402 1.6386167 [242,] 0.2385 1.2660996 1.6804678 [243,] 0.2400 1.2686219 1.6827236 [244,] 0.2620 1.3060129 1.7167421 , , n=150 newdata fun 1der [1,] -0.3064 7.094805e-01 0.9263860 [2,] -0.2579 7.547001e-01 0.9374598 [3,] -0.2523 7.599526e-01 0.9384210 [4,] -0.2394 7.720711e-01 0.9402724 [5,] -0.2304 7.805370e-01 0.9409535 [6,] -0.2187 4.547268e-05 0.9411233 [7,] -0.2181 4.674042e-05 0.9411233 [8,] -0.2102 6.343235e-05 0.9411233 [9,] -0.2015 8.181460e-05 0.9411233 [10,] -0.1881 8.203461e-01 0.9411233 [11,] -0.1846 8.236400e-01 0.9411233 [12,] -0.1842 8.240164e-01 0.9411233 [13,] -0.1831 8.250517e-01 0.9411233 [14,] -0.1807 8.273103e-01 0.9411233 [15,] -0.1782 8.296631e-01 0.9411233 [16,] -0.1754 8.322983e-01 0.9411233 [17,] -0.1697 8.376627e-01 0.9411233 [18,] -0.1683 8.389803e-01 0.9411233 [19,] -0.1663 8.408625e-01 0.9411233 [20,] -0.1512 8.550734e-01 0.9411233 [21,] -0.1505 8.557322e-01 0.9411233 [22,] -0.1419 8.638259e-01 0.9411233 [23,] -0.1353 8.700373e-01 0.9411233 [24,] -0.1337 8.715431e-01 0.9411233 [25,] -0.1285 8.764368e-01 0.9411233 [26,] -0.1247 8.800131e-01 0.9411233 [27,] -0.1209 8.835894e-01 0.9411233 [28,] -0.1167 8.875421e-01 0.9411233 [29,] -0.1154 8.887655e-01 0.9411233 [30,] -0.1141 8.899890e-01 0.9411233 [31,] -0.1138 8.902713e-01 0.9411233 [32,] -0.1124 8.915889e-01 0.9411233 [33,] -0.1123 8.916830e-01 0.9411233 [34,] -0.1121 8.918712e-01 0.9411233 [35,] -0.1053 8.982709e-01 0.9411233 [36,] -0.1039 8.995884e-01 0.9411233 [37,] -0.0988 9.043881e-01 0.9411233 [38,] -0.0984 9.047646e-01 0.9411233 [39,] -0.0977 9.054234e-01 0.9411233 [40,] -0.0955 9.074939e-01 0.9411233 [41,] -0.0948 9.081526e-01 0.9411233 [42,] -0.0923 9.105054e-01 0.9411233 [43,] -0.0909 9.118230e-01 0.9411233 [44,] -0.0902 9.124818e-01 0.9411233 [45,] -0.0888 9.137994e-01 0.9411233 [46,] -0.0871 9.153993e-01 0.9411233 [47,] -0.0866 9.158699e-01 0.9411233 [48,] -0.0807 9.214224e-01 0.9411233 [49,] -0.0806 9.215165e-01 0.9411233 [50,] -0.0707 9.308337e-01 0.9411233 [51,] -0.0693 9.321512e-01 0.9411233 [52,] -0.0680 9.333747e-01 0.9411233 [53,] -0.0671 9.342217e-01 0.9411233 [54,] -0.0648 9.363863e-01 0.9411233 [55,] -0.0644 9.367627e-01 0.9411233 [56,] -0.0637 9.374215e-01 0.9411233 [57,] -0.0636 9.375156e-01 0.9411233 [58,] -0.0606 9.403390e-01 0.9411233 [59,] -0.0541 9.464563e-01 0.9411233 [60,] -0.0537 9.468327e-01 0.9411233 [61,] -0.0520 9.484326e-01 0.9411233 [62,] -0.0518 9.486208e-01 0.9411233 [63,] -0.0516 9.488091e-01 0.9411233 [64,] -0.0514 9.489973e-01 0.9411233 [65,] -0.0507 9.496561e-01 0.9411233 [66,] -0.0468 9.532726e-01 0.9411927 [67,] -0.0467 9.533667e-01 0.9411966 [68,] -0.0465 9.535549e-01 0.9412047 [69,] -0.0407 9.590150e-01 0.9416259 [70,] -0.0378 9.617462e-01 0.9419711 [71,] -0.0374 9.621230e-01 0.9420257 [72,] -0.0365 9.629708e-01 0.9421550 [73,] -0.0361 9.633477e-01 0.9422152 [74,] -0.0358 9.636304e-01 0.9422615 [75,] -0.0345 9.648555e-01 0.9424731 [76,] -0.0339 9.654210e-01 0.9425769 [77,] -0.0321 9.671179e-01 0.9429112 [78,] -0.0306 9.685325e-01 0.9432163 [79,] -0.0302 9.689098e-01 0.9433017 [80,] -0.0293 9.697589e-01 0.9435001 [81,] -0.0290 9.700419e-01 0.9435681 [82,] -0.0262 9.726849e-01 0.9442496 [83,] -0.0261 9.727793e-01 0.9442755 [84,] -0.0254 9.734403e-01 0.9444597 [85,] -0.0244 9.743849e-01 0.9447319 [86,] -0.0243 9.744794e-01 0.9447597 [87,] -0.0240 9.747628e-01 0.9448437 [88,] -0.0206 9.779770e-01 0.9458636 [89,] -0.0195 9.790177e-01 0.9462199 [90,] -0.0193 9.792069e-01 0.9462861 [91,] -0.0191 9.793962e-01 0.9463527 [92,] -0.0190 9.794908e-01 0.9463862 [93,] -0.0186 9.798694e-01 0.9465211 [94,] -0.0153 9.829948e-01 0.9476994 [95,] -0.0148 9.834687e-01 0.9478881 [96,] -0.0142 9.840375e-01 0.9481180 [97,] -0.0117 9.864091e-01 0.9491173 [98,] -0.0109 9.871685e-01 0.9494512 [99,] -0.0096 9.884031e-01 0.9500083 [100,] -0.0088 9.891633e-01 0.9503602 [101,] -0.0078 9.901139e-01 0.9508095 [102,] -0.0075 9.903991e-01 0.9509464 [103,] -0.0073 9.905893e-01 0.9510382 [104,] -0.0064 9.914454e-01 0.9514566 [105,] -0.0060 9.918261e-01 0.9516453 [106,] -0.0052 9.925875e-01 0.9520279 [107,] -0.0048 9.929684e-01 0.9522217 [108,] -0.0039 9.938256e-01 0.9526641 [109,] -0.0024 9.952551e-01 0.9534206 [110,] -0.0014 9.962088e-01 0.9539383 [111,] -0.0006 9.969721e-01 0.9543601 [112,] -0.0001 9.974494e-01 0.9546272 [113,] 0.0021 9.995509e-01 0.9558342 [114,] 0.0044 1.001805e+00 0.9571512 [115,] 0.0056 1.002954e+00 0.9578606 [116,] 0.0064 1.003720e+00 0.9583419 [117,] 0.0072 1.004487e+00 0.9588300 [118,] 0.0080 1.005254e+00 0.9593248 [119,] 0.0084 1.005638e+00 0.9595748 [120,] 0.0085 1.005734e+00 0.9596375 [121,] 0.0099 1.007078e+00 0.9605271 [122,] 0.0107 1.007847e+00 0.9610447 [123,] 0.0137 1.010733e+00 0.9630456 [124,] 0.0159 1.012853e+00 0.9645733 [125,] 0.0160 1.012950e+00 0.9646440 [126,] 0.0164 1.013335e+00 0.9649276 [127,] 0.0170 1.013915e+00 0.9653563 [128,] 0.0183 1.015170e+00 0.9662980 [129,] 0.0189 1.015750e+00 0.9667387 [130,] 0.0190 1.015847e+00 0.9668125 [131,] 0.0196 1.016427e+00 0.9672576 [132,] 0.0197 1.016524e+00 0.9673321 [133,] 0.0207 1.017491e+00 0.9680834 [134,] 0.0211 1.017879e+00 0.9683869 [135,] 0.0215 1.018266e+00 0.9686920 [136,] 0.0224 1.019138e+00 0.9693848 [137,] 0.0225 1.019235e+00 0.9694623 [138,] 0.0230 1.019720e+00 0.9698514 [139,] 0.0233 1.020011e+00 0.9700861 [140,] 0.0240 1.020690e+00 0.9706371 [141,] 0.0248 1.021467e+00 0.9712718 [142,] 0.0250 1.021661e+00 0.9714313 [143,] 0.0267 1.023314e+00 0.9727963 [144,] 0.0286 1.025164e+00 0.9743348 [145,] 0.0293 1.025846e+00 0.9749051 [146,] 0.0308 1.027309e+00 0.9761324 [147,] 0.0312 1.027700e+00 0.9764605 [148,] 0.0316 1.028090e+00 0.9767890 [149,] 0.0326 1.029067e+00 0.9776117 [150,] 0.0332 1.029654e+00 0.9781064 [151,] 0.0339 1.030339e+00 0.9786845 [152,] 0.0350 1.031416e+00 0.9795951 [153,] 0.0382 1.034555e+00 0.9822589 [154,] 0.0396 1.035931e+00 0.9834313 [155,] 0.0398 1.036128e+00 0.9835991 [156,] 0.0413 1.037604e+00 0.9848606 [157,] 0.0415 1.037801e+00 0.9850291 [158,] 0.0421 1.038392e+00 0.9855353 [159,] 0.0441 1.040365e+00 0.9872282 [160,] 0.0443 1.040562e+00 0.9873980 [161,] 0.0455 1.041748e+00 0.9884183 [162,] 0.0467 1.042935e+00 0.9894418 [163,] 0.0468 1.043034e+00 0.9895273 [164,] 0.0470 1.043232e+00 0.9896982 [165,] 0.0476 1.043825e+00 0.9902115 [166,] 0.0491 1.045312e+00 0.9914981 [167,] 0.0507 1.046899e+00 0.9928766 [168,] 0.0512 1.047396e+00 0.9933094 [169,] 0.0525 1.048688e+00 0.9944397 [170,] 0.0531 1.049285e+00 0.9949639 [171,] 0.0544 1.050579e+00 0.9961050 [172,] 0.0546 1.050778e+00 0.9962812 [173,] 0.0564 1.052573e+00 0.9978748 [174,] 0.0579 1.054071e+00 0.9992135 [175,] 0.0623 1.058476e+00 1.0031989 [176,] 0.0628 1.058978e+00 1.0036581 [177,] 0.0631 1.059279e+00 1.0039344 [178,] 0.0648 1.060987e+00 1.0055092 [179,] 0.0669 1.063100e+00 1.0074769 [180,] 0.0672 1.063403e+00 1.0077600 [181,] 0.0680 1.064209e+00 1.0085175 [182,] 0.0693 1.065521e+00 1.0097559 [183,] 0.0694 1.065622e+00 1.0098516 [184,] 0.0702 1.066430e+00 1.0106189 [185,] 0.0747 1.070988e+00 1.0150016 [186,] 0.0750 1.071292e+00 1.0152978 [187,] 0.0770 1.073325e+00 1.0172855 [188,] 0.0783 1.074648e+00 1.0185905 [189,] 0.0790 1.075361e+00 1.0192976 [190,] 0.0807 1.077096e+00 1.0210277 [191,] 0.0814 1.077811e+00 1.0217454 [192,] 0.0827 1.079140e+00 1.0230865 [193,] 0.0829 1.079344e+00 1.0232938 [194,] 0.0835 1.079959e+00 1.0239171 [195,] 0.0850 1.081496e+00 1.0254852 [196,] 0.0871 1.083651e+00 1.0277045 [197,] 0.0879 1.084474e+00 1.0285573 [198,] 0.0880 1.084577e+00 1.0286641 [199,] 0.0913 1.087977e+00 1.0322264 [200,] 0.0935 1.090251e+00 1.0346394 [201,] 0.0962 1.093048e+00 1.0376424 [202,] 0.1000 1.096999e+00 1.0419473 [203,] 0.1011 1.098146e+00 1.0432116 [204,] 0.1013 1.098355e+00 1.0434423 [205,] 0.1025 1.099608e+00 1.0448327 [206,] 0.1058 1.103062e+00 1.0487077 [207,] 0.1065 1.103797e+00 1.0495393 [208,] 0.1086 1.106003e+00 1.0520546 [209,] 0.1109 1.108426e+00 1.0548445 [210,] 0.1110 1.108532e+00 1.0549666 [211,] 0.1121 1.109693e+00 1.0563146 [212,] 0.1123 1.109904e+00 1.0565606 [213,] 0.1130 1.110644e+00 1.0574237 [214,] 0.1131 1.110750e+00 1.0575473 [215,] 0.1146 1.112338e+00 1.0594094 [216,] 0.1150 1.112761e+00 1.0599085 [217,] 0.1242 1.122566e+00 1.0716952 [218,] 0.1246 1.122995e+00 1.0722209 [219,] 0.1288 1.127510e+00 1.0778043 [220,] 0.1304 1.129236e+00 1.0799596 [221,] 0.1330 1.132049e+00 1.0834951 [222,] 0.1331 1.132157e+00 1.0836319 [223,] 0.1351 1.134327e+00 1.0863804 [224,] 0.1361 1.135414e+00 1.0877638 [225,] 0.1377 1.137156e+00 1.0899897 [226,] 0.1407 1.140433e+00 1.0941942 [227,] 0.1441 1.144161e+00 1.0989883 [228,] 0.1443 1.144381e+00 1.0992712 [229,] 0.1454 1.145591e+00 1.1008292 [230,] 0.1508 1.151556e+00 1.1085237 [231,] 0.1644 1.166765e+00 1.1282386 [232,] 0.1793 1.183743e+00 1.1509883 [233,] 0.1814 1.186164e+00 1.1543469 [234,] 0.1838 1.188939e+00 1.1582313 [235,] 0.1927 1.199313e+00 1.1730639 [236,] 0.1978 1.205318e+00 1.1818674 [237,] 0.2012 1.209346e+00 1.1878594 [238,] 0.2026 1.211011e+00 1.1903553 [239,] 0.2056 1.214590e+00 1.1957599 [240,] 0.2087 1.218306e+00 1.2014251 [241,] 0.2099 1.219749e+00 1.2036400 [242,] 0.2385 1.254942e+00 1.2570180 [243,] 0.2400 1.256830e+00 1.2596722 [244,] 0.2620 1.284945e+00 1.2952023 , , n=220 newdata fun 1der [1,] -0.3064 7.654150e-01 0.7146409 [2,] -0.2579 8.006118e-01 0.7322178 [3,] -0.2523 8.047147e-01 0.7330854 [4,] -0.2394 8.141836e-01 0.7349772 [5,] -0.2304 8.208043e-01 0.7362759 [6,] -0.2187 8.294288e-01 0.7380438 [7,] -0.2181 8.298716e-01 0.7381434 [8,] -0.2102 8.357084e-01 0.7395376 [9,] -0.2015 8.421497e-01 0.7412498 [10,] -0.1881 8.521020e-01 0.7442434 [11,] -0.1846 8.547083e-01 0.7450823 [12,] -0.1842 8.550064e-01 0.7451794 [13,] -0.1831 8.558262e-01 0.7454477 [14,] -0.1807 8.576160e-01 0.7460397 [15,] -0.1782 8.594819e-01 0.7466660 [16,] -0.1754 8.615735e-01 0.7473790 [17,] -0.1697 8.658378e-01 0.7488686 [18,] -0.1683 8.668865e-01 0.7492423 [19,] -0.1663 8.683855e-01 0.7497814 [20,] -0.1512 8.797390e-01 0.7540637 [21,] -0.1505 8.802670e-01 0.7542740 [22,] -0.1419 8.867651e-01 0.7569348 [23,] -0.1353 8.917678e-01 0.7590548 [24,] -0.1337 8.929827e-01 0.7595788 [25,] -0.1285 8.969370e-01 0.7613091 [26,] -0.1247 8.998324e-01 0.7625999 [27,] -0.1209 9.027328e-01 0.7639129 [28,] -0.1167 9.059443e-01 0.7653900 [29,] -0.1154 9.069396e-01 0.7658517 [30,] -0.1141 9.079355e-01 0.7663069 [31,] -0.1138 9.081654e-01 0.7664108 [32,] -0.1124 9.092387e-01 0.7668902 [33,] -0.1123 9.093154e-01 0.7669241 [34,] -0.1121 9.094688e-01 0.7669918 [35,] -0.1053 9.146920e-01 0.7692346 [36,] -0.1039 9.157693e-01 0.7696837 [37,] -0.0988 9.196988e-01 0.7712811 [38,] -0.0984 9.200073e-01 0.7714033 [39,] -0.0977 9.205474e-01 0.7716157 [40,] -0.0955 9.222457e-01 0.7722715 [41,] -0.0948 9.227863e-01 0.7724764 [42,] -0.0923 9.247184e-01 0.7731934 [43,] -0.0909 9.258012e-01 0.7735848 [44,] -0.0902 9.263427e-01 0.7737778 [45,] -0.0888 9.274263e-01 0.7741558 [46,] -0.0871 9.287427e-01 0.7745993 [47,] -0.0866 9.291301e-01 0.7747253 [48,] -0.0807 9.337050e-01 0.7760735 [49,] -0.0806 9.337826e-01 0.7760948 [50,] -0.0707 9.414750e-01 0.7777842 [51,] -0.0693 9.425640e-01 0.7779560 [52,] -0.0680 9.435755e-01 0.7781004 [53,] -0.0671 9.442758e-01 0.7781916 [54,] -0.0648 9.460659e-01 0.7783917 [55,] -0.0644 9.463772e-01 0.7784217 [56,] -0.0637 9.469222e-01 0.7784708 [57,] -0.0636 9.470000e-01 0.7784774 [58,] -0.0606 9.493357e-01 0.7786353 [59,] -0.0541 6.776521e-06 0.7787213 [60,] -0.0537 7.041513e-06 0.7787213 [61,] -0.0520 8.167727e-06 0.7787213 [62,] -0.0518 8.300223e-06 0.7787213 [63,] -0.0516 8.432719e-06 0.7787213 [64,] -0.0514 8.565214e-06 0.7787213 [65,] -0.0507 9.028950e-06 0.7787213 [66,] -0.0468 1.161262e-05 0.7787213 [67,] -0.0467 1.167887e-05 0.7787213 [68,] -0.0465 1.181136e-05 0.7787213 [69,] -0.0407 9.648321e-01 0.7787213 [70,] -0.0378 9.670904e-01 0.7787213 [71,] -0.0374 9.674019e-01 0.7787213 [72,] -0.0365 9.681027e-01 0.7787213 [73,] -0.0361 9.684142e-01 0.7787213 [74,] -0.0358 9.686479e-01 0.7787213 [75,] -0.0345 9.696602e-01 0.7787213 [76,] -0.0339 9.701274e-01 0.7787213 [77,] -0.0321 9.715291e-01 0.7787213 [78,] -0.0306 9.726972e-01 0.7787213 [79,] -0.0302 9.730087e-01 0.7787213 [80,] -0.0293 9.737095e-01 0.7787213 [81,] -0.0290 9.739432e-01 0.7787213 [82,] -0.0262 9.761236e-01 0.7787213 [83,] -0.0261 9.762014e-01 0.7787213 [84,] -0.0254 9.767466e-01 0.7787213 [85,] -0.0244 9.775253e-01 0.7787213 [86,] -0.0243 9.776031e-01 0.7787213 [87,] -0.0240 9.778368e-01 0.7787213 [88,] -0.0206 9.804844e-01 0.7787213 [89,] -0.0195 9.813410e-01 0.7787213 [90,] -0.0193 9.814968e-01 0.7787213 [91,] -0.0191 9.816525e-01 0.7787213 [92,] -0.0190 9.817304e-01 0.7787213 [93,] -0.0186 9.820419e-01 0.7787213 [94,] -0.0153 9.846116e-01 0.7787213 [95,] -0.0148 9.850010e-01 0.7787213 [96,] -0.0142 9.854682e-01 0.7787213 [97,] -0.0117 9.874150e-01 0.7787213 [98,] -0.0109 9.880380e-01 0.7787213 [99,] -0.0096 9.890504e-01 0.7787213 [100,] -0.0088 9.896733e-01 0.7787213 [101,] -0.0078 9.904520e-01 0.7787213 [102,] -0.0075 9.906857e-01 0.7787213 [103,] -0.0073 9.908414e-01 0.7787213 [104,] -0.0064 9.915423e-01 0.7787213 [105,] -0.0060 9.918537e-01 0.7787213 [106,] -0.0052 9.924767e-01 0.7787213 [107,] -0.0048 9.927882e-01 0.7787213 [108,] -0.0039 9.934891e-01 0.7787213 [109,] -0.0024 9.946571e-01 0.7787213 [110,] -0.0014 9.954359e-01 0.7787213 [111,] -0.0006 9.960588e-01 0.7787213 [112,] -0.0001 9.964482e-01 0.7787213 [113,] 0.0021 9.981614e-01 0.7787213 [114,] 0.0044 9.999524e-01 0.7787213 [115,] 0.0056 1.000887e+00 0.7787213 [116,] 0.0064 1.001510e+00 0.7787213 [117,] 0.0072 1.002133e+00 0.7787213 [118,] 0.0080 1.002756e+00 0.7787213 [119,] 0.0084 1.003067e+00 0.7787213 [120,] 0.0085 1.003145e+00 0.7787213 [121,] 0.0099 1.004235e+00 0.7787213 [122,] 0.0107 1.004858e+00 0.7787213 [123,] 0.0137 1.007195e+00 0.7787213 [124,] 0.0159 1.008908e+00 0.7787213 [125,] 0.0160 1.008986e+00 0.7787213 [126,] 0.0164 1.009297e+00 0.7787213 [127,] 0.0170 1.009764e+00 0.7787213 [128,] 0.0183 1.010777e+00 0.7787213 [129,] 0.0189 1.011244e+00 0.7787213 [130,] 0.0190 1.011322e+00 0.7787213 [131,] 0.0196 1.011789e+00 0.7787213 [132,] 0.0197 1.011867e+00 0.7787213 [133,] 0.0207 1.012646e+00 0.7787213 [134,] 0.0211 1.012957e+00 0.7787213 [135,] 0.0215 1.013269e+00 0.7787213 [136,] 0.0224 1.013969e+00 0.7787213 [137,] 0.0225 1.014047e+00 0.7787213 [138,] 0.0230 1.014437e+00 0.7787213 [139,] 0.0233 1.014670e+00 0.7787213 [140,] 0.0240 1.015215e+00 0.7787213 [141,] 0.0248 1.015838e+00 0.7787213 [142,] 0.0250 1.015994e+00 0.7787213 [143,] 0.0267 1.017318e+00 0.7787213 [144,] 0.0286 1.018798e+00 0.7787213 [145,] 0.0293 1.019343e+00 0.7787213 [146,] 0.0308 1.020511e+00 0.7787213 [147,] 0.0312 1.020822e+00 0.7787213 [148,] 0.0316 1.021134e+00 0.7787213 [149,] 0.0326 1.021912e+00 0.7787213 [150,] 0.0332 1.022380e+00 0.7787213 [151,] 0.0339 1.022925e+00 0.7787213 [152,] 0.0350 1.023781e+00 0.7787213 [153,] 0.0382 1.026273e+00 0.7787213 [154,] 0.0396 1.027363e+00 0.7787213 [155,] 0.0398 1.027519e+00 0.7787213 [156,] 0.0413 1.028687e+00 0.7787213 [157,] 0.0415 1.028843e+00 0.7787213 [158,] 0.0421 1.029310e+00 0.7787213 [159,] 0.0441 1.030868e+00 0.7787213 [160,] 0.0443 1.031023e+00 0.7787213 [161,] 0.0455 1.031958e+00 0.7787213 [162,] 0.0467 1.032892e+00 0.7787213 [163,] 0.0468 1.032970e+00 0.7787213 [164,] 0.0470 1.033126e+00 0.7787213 [165,] 0.0476 1.033593e+00 0.7787213 [166,] 0.0491 1.034761e+00 0.7787213 [167,] 0.0507 1.036007e+00 0.7787213 [168,] 0.0512 1.036397e+00 0.7787213 [169,] 0.0525 1.037409e+00 0.7787213 [170,] 0.0531 1.037876e+00 0.7787213 [171,] 0.0544 1.038889e+00 0.7787213 [172,] 0.0546 1.039044e+00 0.7787213 [173,] 0.0564 1.040446e+00 0.7787213 [174,] 0.0579 1.041614e+00 0.7787213 [175,] 0.0623 1.045040e+00 0.7787213 [176,] 0.0628 1.045430e+00 0.7787213 [177,] 0.0631 1.045663e+00 0.7787213 [178,] 0.0648 1.046987e+00 0.7787213 [179,] 0.0669 1.048623e+00 0.7787213 [180,] 0.0672 1.048856e+00 0.7787213 [181,] 0.0680 1.049479e+00 0.7787213 [182,] 0.0693 1.050491e+00 0.7787213 [183,] 0.0694 1.050569e+00 0.7787213 [184,] 0.0702 1.051192e+00 0.7787213 [185,] 0.0747 1.054697e+00 0.7787213 [186,] 0.0750 1.054930e+00 0.7787213 [187,] 0.0770 1.056488e+00 0.7787213 [188,] 0.0783 1.057500e+00 0.7787213 [189,] 0.0790 1.058045e+00 0.7787213 [190,] 0.0807 1.059369e+00 0.7787213 [191,] 0.0814 1.059914e+00 0.7787213 [192,] 0.0827 1.060926e+00 0.7787213 [193,] 0.0829 1.061082e+00 0.7787213 [194,] 0.0835 1.061549e+00 0.7787213 [195,] 0.0850 1.062717e+00 0.7787213 [196,] 0.0871 1.064353e+00 0.7787213 [197,] 0.0879 1.064976e+00 0.7787213 [198,] 0.0880 1.065054e+00 0.7787213 [199,] 0.0913 1.067623e+00 0.7787213 [200,] 0.0935 1.069337e+00 0.7787213 [201,] 0.0962 1.071439e+00 0.7787213 [202,] 0.1000 1.074398e+00 0.7787213 [203,] 0.1011 1.075255e+00 0.7787213 [204,] 0.1013 1.075411e+00 0.7787213 [205,] 0.1025 1.076345e+00 0.7787213 [206,] 0.1058 1.078915e+00 0.7787213 [207,] 0.1065 1.079460e+00 0.7787213 [208,] 0.1086 1.081095e+00 0.7787213 [209,] 0.1109 1.082886e+00 0.7787213 [210,] 0.1110 1.082964e+00 0.7787213 [211,] 0.1121 1.083821e+00 0.7787213 [212,] 0.1123 1.083976e+00 0.7787213 [213,] 0.1130 1.084522e+00 0.7787213 [214,] 0.1131 1.084599e+00 0.7787213 [215,] 0.1146 1.085768e+00 0.7787213 [216,] 0.1150 1.086079e+00 0.7787213 [217,] 0.1242 1.093243e+00 0.7787213 [218,] 0.1246 1.093555e+00 0.7787213 [219,] 0.1288 1.096825e+00 0.7787213 [220,] 0.1304 1.098071e+00 0.7787213 [221,] 0.1330 1.100096e+00 0.7787213 [222,] 0.1331 1.100174e+00 0.7787213 [223,] 0.1351 1.101731e+00 0.7787213 [224,] 0.1361 1.102510e+00 0.7787213 [225,] 0.1377 1.103756e+00 0.7787213 [226,] 0.1407 1.106092e+00 0.7787213 [227,] 0.1441 1.108740e+00 0.7787213 [228,] 0.1443 1.108896e+00 0.7787213 [229,] 0.1454 1.109752e+00 0.7787213 [230,] 0.1508 1.113957e+00 0.7787213 [231,] 0.1644 1.124548e+00 0.7787213 [232,] 0.1793 1.136154e+00 0.7794213 [233,] 0.1814 1.137791e+00 0.7797070 [234,] 0.1838 1.139662e+00 0.7800982 [235,] 0.1927 1.146614e+00 0.7821683 [236,] 0.1978 1.150607e+00 0.7838392 [237,] 0.2012 1.153274e+00 0.7851201 [238,] 0.2026 1.154374e+00 0.7856812 [239,] 0.2056 1.156733e+00 0.7869496 [240,] 0.2087 1.159174e+00 0.7883550 [241,] 0.2099 1.160121e+00 0.7889248 [242,] 0.2385 1.182920e+00 0.8068318 [243,] 0.2400 1.184131e+00 0.8080169 [244,] 0.2620 1.202121e+00 0.8282567 , , n=340 newdata fun 1der [1,] -0.3064 0.7257797 0.9752796 [2,] -0.2579 0.7745600 1.0256942 [3,] -0.2523 0.7803087 1.0272583 [4,] -0.2394 0.7935685 1.0280719 [5,] -0.2304 0.8028211 1.0280719 [6,] -0.2187 0.8148496 1.0280719 [7,] -0.2181 0.8154664 1.0280719 [8,] -0.2102 0.8235882 1.0280719 [9,] -0.2015 0.8325324 1.0280719 [10,] -0.1881 0.8463085 1.0280719 [11,] -0.1846 0.8499068 1.0280719 [12,] -0.1842 0.8503180 1.0280719 [13,] -0.1831 0.8514489 1.0280719 [14,] -0.1807 0.8539163 1.0280719 [15,] -0.1782 0.8564865 1.0280719 [16,] -0.1754 0.8593651 1.0280719 [17,] -0.1697 0.8652251 1.0280719 [18,] -0.1683 0.8666644 1.0280719 [19,] -0.1663 0.8687205 1.0280719 [20,] -0.1512 0.8842444 1.0280719 [21,] -0.1505 0.8849640 1.0280719 [22,] -0.1419 0.8938054 1.0280719 [23,] -0.1353 0.9005907 1.0280719 [24,] -0.1337 0.9022356 1.0280719 [25,] -0.1285 0.9075816 1.0280719 [26,] -0.1247 0.9114883 1.0280719 [27,] -0.1209 0.9153949 1.0280719 [28,] -0.1167 0.9197128 1.0280719 [29,] -0.1154 0.9210493 1.0280719 [30,] -0.1141 0.9223858 1.0280719 [31,] -0.1138 0.9226942 1.0280719 [32,] -0.1124 0.9241335 1.0280719 [33,] -0.1123 0.9242364 1.0280719 [34,] -0.1121 0.9244420 1.0280719 [35,] -0.1053 0.9314328 1.0280719 [36,] -0.1039 0.9328721 1.0280719 [37,] -0.0988 0.9381153 1.0280719 [38,] -0.0984 0.9385265 1.0280719 [39,] -0.0977 0.9392462 1.0280719 [40,] -0.0955 0.9415079 1.0280719 [41,] -0.0948 0.9422276 1.0280719 [42,] -0.0923 0.9447978 1.0280719 [43,] -0.0909 0.9462371 1.0280719 [44,] -0.0902 0.9469567 1.0280719 [45,] -0.0888 0.9483960 1.0280719 [46,] -0.0871 0.9501437 1.0280719 [47,] -0.0866 0.9506578 1.0280719 [48,] -0.0807 0.9567234 1.0280719 [49,] -0.0806 0.9568262 1.0280719 [50,] -0.0707 0.9670041 1.0280719 [51,] -0.0693 0.9684434 1.0280719 [52,] -0.0680 0.9697799 1.0280719 [53,] -0.0671 0.9707052 1.0280719 [54,] -0.0648 0.9730697 1.0280719 [55,] -0.0644 0.9734810 1.0280719 [56,] -0.0637 0.9742006 1.0280719 [57,] -0.0636 0.9743034 1.0280719 [58,] -0.0606 0.9773876 1.0280719 [59,] -0.0541 0.9840701 1.0280719 [60,] -0.0537 0.9844813 1.0280719 [61,] -0.0520 0.9862290 1.0280719 [62,] -0.0518 0.9864347 1.0280719 [63,] -0.0516 0.9866403 1.0280719 [64,] -0.0514 0.9868459 1.0280719 [65,] -0.0507 0.9875655 1.0280719 [66,] -0.0468 0.9915750 1.0280719 [67,] -0.0467 0.9916778 1.0280719 [68,] -0.0465 0.9918834 1.0280719 [69,] -0.0407 0.9978463 1.0280719 [70,] -0.0378 1.0008277 1.0280719 [71,] -0.0374 1.0012389 1.0280719 [72,] -0.0365 1.0021642 1.0280719 [73,] -0.0361 1.0025754 1.0280719 [74,] -0.0358 1.0028838 1.0280719 [75,] -0.0345 1.0042203 1.0280719 [76,] -0.0339 1.0048371 1.0280719 [77,] -0.0321 1.0066877 1.0280719 [78,] -0.0306 1.0082298 1.0280719 [79,] -0.0302 1.0086410 1.0280719 [80,] -0.0293 1.0095663 1.0280719 [81,] -0.0290 1.0098747 1.0280719 [82,] -0.0262 1.0127533 1.0280719 [83,] -0.0261 1.0128561 1.0280719 [84,] -0.0254 1.0135758 1.0280719 [85,] -0.0244 1.0146038 1.0280719 [86,] -0.0243 1.0147066 1.0280719 [87,] -0.0240 1.0150150 1.0280719 [88,] -0.0206 1.0185105 1.0280719 [89,] -0.0195 1.0196414 1.0280719 [90,] -0.0193 1.0198470 1.0280719 [91,] -0.0191 1.0200526 1.0280719 [92,] -0.0190 1.0201554 1.0280719 [93,] -0.0186 1.0205666 1.0280719 [94,] -0.0153 1.0239593 1.0280719 [95,] -0.0148 1.0244733 1.0280719 [96,] -0.0142 1.0250901 1.0280719 [97,] -0.0117 1.0276603 1.0280719 [98,] -0.0109 1.0284828 1.0280719 [99,] -0.0096 1.0298193 1.0280719 [100,] -0.0088 1.0306417 1.0280719 [101,] -0.0078 1.0316698 1.0280719 [102,] -0.0075 1.0319782 1.0280719 [103,] -0.0073 1.0321838 1.0280719 [104,] -0.0064 1.0331091 1.0280719 [105,] -0.0060 1.0335203 1.0280719 [106,] -0.0052 1.0343428 1.0280719 [107,] -0.0048 1.0347540 1.0280719 [108,] -0.0039 1.0356793 1.0280719 [109,] -0.0024 1.0372214 1.0280719 [110,] -0.0014 1.0382495 1.0280719 [111,] -0.0006 1.0390719 1.0280719 [112,] -0.0001 1.0395860 1.0280719 [113,] 0.0021 1.0418477 1.0280719 [114,] 0.0044 1.0442123 1.0280719 [115,] 0.0056 1.0454460 1.0280719 [116,] 0.0064 1.0462684 1.0280719 [117,] 0.0072 1.0470909 1.0280719 [118,] 0.0080 1.0479133 1.0280719 [119,] 0.0084 1.0483246 1.0280719 [120,] 0.0085 1.0484274 1.0280719 [121,] 0.0099 1.0498667 1.0280719 [122,] 0.0107 1.0506891 1.0280719 [123,] 0.0137 1.0537733 1.0280719 [124,] 0.0159 1.0560351 1.0280719 [125,] 0.0160 1.0561379 1.0280719 [126,] 0.0164 1.0565491 1.0280719 [127,] 0.0170 1.0571660 1.0280719 [128,] 0.0183 1.0585025 1.0280719 [129,] 0.0189 1.0591193 1.0280719 [130,] 0.0190 1.0592221 1.0280719 [131,] 0.0196 1.0598389 1.0280719 [132,] 0.0197 1.0599418 1.0280719 [133,] 0.0207 1.0609698 1.0280719 [134,] 0.0211 1.0613811 1.0280719 [135,] 0.0215 1.0617923 1.0280719 [136,] 0.0224 1.0627176 1.0280719 [137,] 0.0225 1.0628204 1.0280719 [138,] 0.0230 1.0633344 1.0280719 [139,] 0.0233 1.0636428 1.0280719 [140,] 0.0240 1.0643625 1.0280719 [141,] 0.0248 1.0651849 1.0280719 [142,] 0.0250 1.0653905 1.0280719 [143,] 0.0267 1.0671383 1.0280719 [144,] 0.0286 1.0690916 1.0280719 [145,] 0.0293 1.0698112 1.0280719 [146,] 0.0308 1.0713534 1.0280719 [147,] 0.0312 1.0717646 1.0280719 [148,] 0.0316 1.0721758 1.0280719 [149,] 0.0326 1.0732039 1.0280719 [150,] 0.0332 1.0738207 1.0280719 [151,] 0.0339 1.0745404 1.0280719 [152,] 0.0350 1.0756713 1.0280719 [153,] 0.0382 1.0789611 1.0280719 [154,] 0.0396 1.0804004 1.0280719 [155,] 0.0398 1.0806060 1.0280719 [156,] 0.0413 1.0821481 1.0280719 [157,] 0.0415 1.0823537 1.0280719 [158,] 0.0421 1.0829706 1.0280719 [159,] 0.0441 1.0850267 1.0280719 [160,] 0.0443 1.0852323 1.0280719 [161,] 0.0455 1.0864660 1.0280719 [162,] 0.0467 1.0876997 1.0280719 [163,] 0.0468 1.0878025 1.0280719 [164,] 0.0470 1.0880081 1.0280719 [165,] 0.0476 1.0886249 1.0280719 [166,] 0.0491 1.0901671 1.0280719 [167,] 0.0507 1.0918120 1.0280719 [168,] 0.0512 1.0923260 1.0280719 [169,] 0.0525 1.0936625 1.0280719 [170,] 0.0531 1.0942793 1.0280719 [171,] 0.0544 1.0956158 1.0280719 [172,] 0.0546 1.0958214 1.0280719 [173,] 0.0564 1.0976720 1.0280719 [174,] 0.0579 1.0992141 1.0280719 [175,] 0.0623 1.1037376 1.0280719 [176,] 0.0628 1.1042516 1.0280719 [177,] 0.0631 1.1045601 1.0280719 [178,] 0.0648 1.1063078 1.0280719 [179,] 0.0669 1.1084667 1.0280719 [180,] 0.0672 1.1087751 1.0280719 [181,] 0.0680 1.1095976 1.0280719 [182,] 0.0693 1.1109341 1.0280719 [183,] 0.0694 1.1110369 1.0280719 [184,] 0.0702 1.1118594 1.0280719 [185,] 0.0747 1.1164857 1.0280719 [186,] 0.0750 1.1167941 1.0280719 [187,] 0.0770 1.1188502 1.0280719 [188,] 0.0783 1.1201867 1.0280719 [189,] 0.0790 1.1209064 1.0280719 [190,] 0.0807 1.1226541 1.0280719 [191,] 0.0814 1.1233738 1.0280719 [192,] 0.0827 1.1247102 1.0280719 [193,] 0.0829 1.1249159 1.0280719 [194,] 0.0835 1.1255327 1.0280719 [195,] 0.0850 1.1270748 1.0280719 [196,] 0.0871 1.1292338 1.0280719 [197,] 0.0879 1.1300562 1.0280719 [198,] 0.0880 1.1301590 1.0280719 [199,] 0.0913 1.1335517 1.0280719 [200,] 0.0935 1.1358134 1.0280719 [201,] 0.0962 1.1385892 1.0280719 [202,] 0.1000 1.1424959 1.0280719 [203,] 0.1011 1.1436268 1.0280719 [204,] 0.1013 1.1438324 1.0280719 [205,] 0.1025 1.1450661 1.0280719 [206,] 0.1058 1.1484587 1.0280719 [207,] 0.1065 1.1491784 1.0280719 [208,] 0.1086 1.1513373 1.0280719 [209,] 0.1109 1.1537019 1.0280719 [210,] 0.1110 1.1538047 1.0280719 [211,] 0.1121 1.1549355 1.0280719 [212,] 0.1123 1.1551412 1.0280719 [213,] 0.1130 1.1558608 1.0280719 [214,] 0.1131 1.1559636 1.0280719 [215,] 0.1146 1.1575057 1.0280719 [216,] 0.1150 1.1579169 1.0280719 [217,] 0.1242 1.1673752 1.0280719 [218,] 0.1246 1.1677864 1.0280719 [219,] 0.1288 1.1721043 1.0280719 [220,] 0.1304 1.1737492 1.0280719 [221,] 0.1330 1.1764222 1.0280719 [222,] 0.1331 1.1765250 1.0280719 [223,] 0.1351 1.1785812 1.0280719 [224,] 0.1361 1.1796093 1.0280719 [225,] 0.1377 1.1812542 1.0280719 [226,] 0.1407 1.1843384 1.0280719 [227,] 0.1441 1.1878338 1.0280719 [228,] 0.1443 1.1880394 1.0280719 [229,] 0.1454 1.1891703 1.0280719 [230,] 0.1508 1.1947219 1.0280719 [231,] 0.1644 1.2087037 1.0280719 [232,] 0.1793 1.2240219 1.0280719 [233,] 0.1814 1.2261809 1.0280719 [234,] 0.1838 1.2286482 1.0280719 [235,] 0.1927 1.2377924 1.0281521 [236,] 0.1978 1.2430366 1.0284596 [237,] 0.2012 1.2465397 1.0287817 [238,] 0.2026 1.2479801 1.0289341 [239,] 0.2056 1.2510674 1.0292988 [240,] 0.2087 1.2542589 1.0297305 [241,] 0.2099 1.2554947 1.0299136 [242,] 0.2385 1.2850725 1.0408816 [243,] 0.2400 1.2866345 1.0418934 [244,] 0.2620 1.3097589 1.0618309 , , n=510 newdata fun 1der [1,] -0.3064 0.7882922 0.5490824 [2,] -0.2579 0.8149227 0.5490824 [3,] -0.2523 0.8179975 0.5490824 [4,] -0.2394 0.8250807 0.5490824 [5,] -0.2304 0.8300224 0.5490824 [6,] -0.2187 0.8364467 0.5490824 [7,] -0.2181 0.8367761 0.5490824 [8,] -0.2102 0.8411139 0.5490824 [9,] -0.2015 0.8458909 0.5490824 [10,] -0.1881 0.8532486 0.5490824 [11,] -0.1846 0.8551704 0.5490824 [12,] -0.1842 0.8553900 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0.7233150 [130,] 0.0190 0.9770527 0.7234951 [131,] 0.0196 0.9774871 0.7245773 [132,] 0.0197 0.9775596 0.7247579 [133,] 0.0207 0.9782852 0.7265680 [134,] 0.0211 0.9785760 0.7272939 [135,] 0.0215 0.9788671 0.7280210 [136,] 0.0224 0.9795230 0.7296611 [137,] 0.0225 0.9795960 0.7298436 [138,] 0.0230 0.9799612 0.7307576 [139,] 0.0233 0.9801805 0.7313068 [140,] 0.0240 0.9806928 0.7325907 [141,] 0.0248 0.9812795 0.7340622 [142,] 0.0250 0.9814263 0.7344309 [143,] 0.0267 0.9826775 0.7375803 [144,] 0.0286 0.9840823 0.7411441 [145,] 0.0293 0.9846016 0.7424706 [146,] 0.0308 0.9857174 0.7453383 [147,] 0.0312 0.9860157 0.7461089 [148,] 0.0316 0.9863143 0.7468820 [149,] 0.0326 0.9870622 0.7488253 [150,] 0.0332 0.9875118 0.7499987 [151,] 0.0339 0.9880373 0.7513747 [152,] 0.0350 0.9888650 0.7535521 [153,] 0.0382 0.9912866 0.7599923 [154,] 0.0396 0.9923526 0.7628594 [155,] 0.0398 0.9925052 0.7632715 [156,] 0.0413 0.9936525 0.7663814 [157,] 0.0415 0.9938058 0.7667987 [158,] 0.0421 0.9942662 0.7680541 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1.0236162 0.8584446 [189,] 0.0790 1.0242178 0.8604621 [190,] 0.0807 1.0256847 0.8653963 [191,] 0.0814 1.0262912 0.8674417 [192,] 0.0827 1.0274214 0.8712563 [193,] 0.0829 1.0275957 0.8718451 [194,] 0.0835 1.0281193 0.8736142 [195,] 0.0850 1.0294331 0.8780465 [196,] 0.0871 1.0312835 0.8842716 [197,] 0.0879 1.0319919 0.8866492 [198,] 0.0880 1.0320805 0.8869467 [199,] 0.0913 1.0350237 0.8967934 [200,] 0.0935 1.0370039 0.9033976 [201,] 0.0962 1.0394541 0.9115644 [202,] 0.1000 1.0429401 0.9232156 [203,] 0.1011 1.0439575 0.9266248 [204,] 0.1013 1.0441429 0.9272464 [205,] 0.1025 1.0452578 0.9309887 [206,] 0.1058 1.0483472 0.9414254 [207,] 0.1065 1.0490070 0.9436672 [208,] 0.1086 1.0509958 0.9504512 [209,] 0.1109 1.0531905 0.9579764 [210,] 0.1110 1.0532863 0.9583056 [211,] 0.1121 1.0543424 0.9619367 [212,] 0.1123 1.0545349 0.9625990 [213,] 0.1130 1.0552095 0.9649220 [214,] 0.1131 1.0553060 0.9652545 [215,] 0.1146 1.0567577 0.9702614 [216,] 0.1150 1.0571460 0.9716026 [217,] 0.1242 1.0662288 1.0031363 [218,] 0.1246 1.0666304 1.0045353 [219,] 0.1288 1.0708805 1.0193617 [220,] 0.1304 1.0725160 1.0250757 [221,] 0.1330 1.0751934 1.0344384 [222,] 0.1331 1.0752968 1.0348004 [223,] 0.1351 1.0773737 1.0420706 [224,] 0.1361 1.0784176 1.0457270 [225,] 0.1377 1.0800955 1.0516067 [226,] 0.1407 1.0832669 1.0627140 [227,] 0.1441 1.0869016 1.0753650 [228,] 0.1443 1.0871167 1.0761103 [229,] 0.1454 1.0883027 1.0802081 [230,] 0.1508 1.0941901 1.1002915 [231,] 0.1644 1.1094980 1.1508341 [232,] 0.1793 1.1270526 1.2052269 [233,] 0.1814 1.1295914 1.2127374 [234,] 0.1838 1.1325122 1.2212629 [235,] 0.1927 1.1435205 1.2523750 [236,] 0.1978 1.1499523 1.2698752 [237,] 0.2012 1.1542894 1.2813582 [238,] 0.2026 1.1560866 1.2860378 [239,] 0.2056 1.1599597 1.2959849 [240,] 0.2087 1.1639930 1.3061742 [241,] 0.2099 1.1655628 1.3100944 [242,] 0.2385 1.2043211 1.3983026 [243,] 0.2400 1.2064218 1.4025890 [244,] 0.2620 1.2379400 1.4612868 , , n=760 newdata fun 1der [1,] -0.3064 6.668873e-01 0.9513548 [2,] -0.2579 7.144138e-01 1.0068575 [3,] -0.2523 7.200693e-01 1.0129988 [4,] -0.2394 7.332292e-01 1.0272678 [5,] -0.2304 7.425186e-01 1.0369559 [6,] -0.2187 7.547195e-01 1.0483257 [7,] -0.2181 7.553487e-01 1.0488472 [8,] -0.2102 7.636605e-01 1.0553246 [9,] -0.2015 7.728714e-01 1.0620890 [10,] -0.1881 7.871701e-01 1.0719542 [11,] -0.1846 7.909265e-01 1.0745544 [12,] -0.1842 7.913563e-01 1.0748553 [13,] -0.1831 7.925391e-01 1.0756939 [14,] -0.1807 7.951230e-01 1.0775662 [15,] -0.1782 7.978194e-01 1.0795511 [16,] -0.1754 8.008453e-01 1.0818162 [17,] -0.1697 8.070251e-01 1.0865714 [18,] -0.1683 8.085472e-01 1.0877673 [19,] -0.1663 8.107244e-01 1.0895038 [20,] -0.1512 8.272810e-01 1.1037351 [21,] -0.1505 8.280538e-01 1.1044341 [22,] -0.1419 8.375894e-01 1.1131789 [23,] -0.1353 8.449589e-01 1.1199921 [24,] -0.1337 8.467522e-01 1.1216455 [25,] -0.1285 8.525986e-01 1.1269790 [26,] -0.1247 8.568885e-01 1.1308613 [27,] -0.1209 8.611931e-01 1.1347184 [28,] -0.1167 8.659678e-01 1.1389182 [29,] -0.1154 8.674492e-01 1.1402084 [30,] -0.1141 8.689323e-01 1.1414942 [31,] -0.1138 8.692748e-01 1.1417900 [32,] -0.1124 8.708743e-01 1.1431643 [33,] -0.1123 8.709886e-01 1.1432621 [34,] -0.1121 8.712173e-01 1.1434575 [35,] -0.1053 8.790151e-01 1.1499818 [36,] -0.1039 8.806260e-01 1.1512635 [37,] -0.0988 8.865088e-01 1.1556543 [38,] -0.0984 8.869712e-01 1.1559794 [39,] -0.0977 8.877806e-01 1.1565418 [40,] -0.0955 8.903269e-01 1.1582594 [41,] -0.0948 8.911378e-01 1.1587897 [42,] -0.0923 8.940371e-01 1.1606101 [43,] -0.0909 8.956626e-01 1.1615772 [44,] -0.0902 8.964759e-01 1.1620467 [45,] -0.0888 8.981034e-01 1.1629576 [46,] -0.0871 9.000813e-01 1.1640155 [47,] -0.0866 9.006634e-01 1.1643170 [48,] -0.0807 9.075426e-01 1.1675111 [49,] -0.0806 9.076594e-01 1.1675597 [50,] -0.0707 9.192398e-01 1.1717099 [51,] -0.0693 9.208805e-01 1.1721865 [52,] -0.0680 9.224046e-01 1.1726028 [53,] -0.0671 9.234601e-01 1.1728793 [54,] -0.0648 9.261585e-01 1.1735437 [55,] -0.0644 9.266279e-01 1.1736531 [56,] -0.0637 9.274496e-01 1.1738401 [57,] -0.0636 9.275670e-01 1.1738664 [58,] -0.0606 9.310897e-01 1.1746335 [59,] -0.0541 9.387305e-01 1.1764303 [60,] -0.0537 9.392011e-01 1.1765526 [61,] -0.0520 9.412017e-01 1.1770895 [62,] -0.0518 9.414371e-01 1.1771545 [63,] -0.0516 9.416725e-01 1.1772201 [64,] -0.0514 9.419080e-01 1.1772863 [65,] -0.0507 9.427322e-01 1.1775232 [66,] -0.0468 9.473273e-01 1.1789767 [67,] -0.0467 9.474452e-01 1.1790167 [68,] -0.0465 9.476810e-01 1.1790972 [69,] -0.0407 9.545270e-01 1.1816560 [70,] -0.0378 9.579558e-01 1.1830809 [71,] -0.0374 9.584291e-01 1.1832833 [72,] -0.0365 9.594943e-01 1.1837437 [73,] -0.0361 9.599678e-01 1.1839506 [74,] -0.0358 9.603230e-01 1.1841067 [75,] -0.0345 9.618628e-01 1.1847922 [76,] -0.0339 9.625738e-01 1.1851137 [77,] -0.0321 9.647078e-01 1.1860969 [78,] -0.0306 9.664876e-01 1.1869380 [79,] -0.0302 9.669624e-01 1.1871657 [80,] -0.0293 9.680311e-01 1.1876830 [81,] -0.0290 9.683874e-01 1.1878570 [82,] -0.0262 9.717158e-01 1.1895194 [83,] -0.0261 9.718347e-01 1.1895800 [84,] -0.0254 9.726676e-01 1.1900070 [85,] -0.0244 9.738579e-01 1.1906244 [86,] -0.0243 9.739769e-01 1.1906866 [87,] -0.0240 9.743342e-01 1.1908738 [88,] -0.0206 9.783868e-01 1.1930524 [89,] -0.0195 9.796996e-01 1.1937828 [90,] -0.0193 9.799384e-01 1.1939171 [91,] -0.0191 9.801772e-01 1.1940518 [92,] -0.0190 9.802966e-01 1.1941193 [93,] -0.0186 9.807743e-01 1.1943905 [94,] -0.0153 9.847195e-01 1.1966962 [95,] -0.0148 9.853180e-01 1.1970561 [96,] -0.0142 9.860363e-01 1.1974905 [97,] -0.0117 9.890323e-01 1.1993309 [98,] -0.0109 9.899920e-01 1.1999301 [99,] -0.0096 9.915526e-01 1.2009142 [100,] -0.0088 9.925136e-01 1.2015264 [101,] -0.0078 9.937155e-01 1.2022983 [102,] -0.0075 9.940762e-01 1.2025309 [103,] -0.0073 9.943167e-01 1.2026861 [104,] -0.0064 9.953995e-01 1.2033862 [105,] -0.0060 9.958809e-01 1.2036985 [106,] -0.0052 9.968441e-01 1.2043252 [107,] -0.0048 9.973259e-01 1.2046396 [108,] -0.0039 9.984104e-01 1.2053497 [109,] -0.0024 1.000219e+00 1.2065413 [110,] -0.0014 1.001426e+00 1.2073416 [111,] -0.0006 1.002392e+00 1.2079897 [112,] -0.0001 1.002996e+00 1.2083995 [113,] 0.0021 1.005657e+00 1.2102470 [114,] 0.0044 1.008443e+00 1.2122553 [115,] 0.0056 1.009898e+00 1.2133327 [116,] 0.0064 1.010869e+00 1.2140613 [117,] 0.0072 1.011841e+00 1.2147982 [118,] 0.0080 1.012813e+00 1.2155433 [119,] 0.0084 1.013299e+00 1.2159189 [120,] 0.0085 1.013421e+00 1.2160131 [121,] 0.0099 1.015124e+00 1.2173457 [122,] 0.0107 1.016098e+00 1.2181159 [123,] 0.0137 1.019757e+00 1.2210324 [124,] 0.0159 1.022446e+00 1.2231701 [125,] 0.0160 1.022568e+00 1.2232670 [126,] 0.0164 1.023057e+00 1.2236545 [127,] 0.0170 1.023792e+00 1.2242349 [128,] 0.0183 1.025384e+00 1.2254882 [129,] 0.0189 1.026119e+00 1.2260632 [130,] 0.0190 1.026242e+00 1.2261588 [131,] 0.0196 1.026978e+00 1.2267312 [132,] 0.0197 1.027101e+00 1.2268264 [133,] 0.0207 1.028328e+00 1.2277739 [134,] 0.0211 1.028819e+00 1.2281503 [135,] 0.0215 1.029310e+00 1.2285250 [136,] 0.0224 1.030416e+00 1.2293624 [137,] 0.0225 1.030539e+00 1.2294549 [138,] 0.0230 1.031154e+00 1.2299154 [139,] 0.0233 1.031523e+00 1.2301901 [140,] 0.0240 1.032385e+00 1.2308263 [141,] 0.0248 1.033370e+00 1.2315452 [142,] 0.0250 1.033616e+00 1.2317236 [143,] 0.0267 1.035711e+00 1.2332147 [144,] 0.0286 1.038056e+00 1.2348253 [145,] 0.0293 1.038920e+00 1.2354038 [146,] 0.0308 1.040774e+00 1.2366119 [147,] 0.0312 1.041269e+00 1.2369257 [148,] 0.0316 1.041764e+00 1.2372353 [149,] 0.0326 1.043001e+00 1.2379914 [150,] 0.0332 1.043744e+00 1.2384334 [151,] 0.0339 1.044612e+00 1.2389384 [152,] 0.0350 1.045975e+00 1.2397084 [153,] 0.0382 1.049945e+00 1.2417900 [154,] 0.0396 1.051684e+00 1.2426428 [155,] 0.0398 1.051933e+00 1.2427620 [156,] 0.0413 1.053798e+00 1.2436294 [157,] 0.0415 1.054046e+00 1.2437415 [158,] 0.0421 1.054793e+00 1.2440727 [159,] 0.0441 1.057282e+00 1.2451220 [160,] 0.0443 1.057531e+00 1.2452224 [161,] 0.0455 1.059026e+00 1.2458144 [162,] 0.0467 1.060521e+00 1.2463874 [163,] 0.0468 1.060646e+00 1.2464343 [164,] 0.0470 1.060895e+00 1.2465277 [165,] 0.0476 1.061643e+00 1.2468048 [166,] 0.0491 1.063514e+00 1.2474770 [167,] 0.0507 1.065510e+00 1.2481588 [168,] 0.0512 1.066134e+00 1.2483631 [169,] 0.0525 1.067757e+00 1.2488728 [170,] 0.0531 1.068507e+00 1.2490970 [171,] 0.0544 1.070131e+00 1.2495588 [172,] 0.0546 1.070381e+00 1.2496269 [173,] 0.0564 1.072631e+00 1.2502147 [174,] 0.0579 1.074506e+00 1.2506785 [175,] 0.0623 1.080012e+00 1.2519381 [176,] 0.0628 1.080638e+00 1.2520735 [177,] 0.0631 1.081014e+00 1.2521540 [178,] 0.0648 1.083143e+00 1.2526028 [179,] 0.0669 1.085774e+00 1.2531406 [180,] 0.0672 1.086150e+00 1.2532159 [181,] 0.0680 1.087153e+00 1.2534149 [182,] 0.0693 1.088782e+00 1.2537321 [183,] 0.0694 1.088908e+00 1.2537561 [184,] 0.0702 1.089911e+00 1.2539457 [185,] 0.0747 1.095556e+00 1.2548764 [186,] 0.0750 1.095932e+00 1.2549296 [187,] 0.0770 1.098442e+00 1.2552556 [188,] 0.0783 1.100074e+00 1.2554391 [189,] 0.0790 1.100953e+00 1.2555281 [190,] 0.0807 1.103088e+00 1.2557134 [191,] 0.0814 1.103967e+00 1.2557771 [192,] 0.0827 1.105599e+00 1.2558757 [193,] 0.0829 1.105850e+00 1.2558886 [194,] 0.0835 1.106604e+00 1.2559237 [195,] 0.0850 1.108488e+00 1.2559876 [196,] 0.0871 3.280308e-06 1.2560202 [197,] 0.0879 3.733024e-06 1.2560202 [198,] 0.0880 3.789613e-06 1.2560202 [199,] 0.0913 1.116401e+00 1.2560202 [200,] 0.0935 1.119164e+00 1.2560202 [201,] 0.0962 1.122555e+00 1.2560202 [202,] 0.1000 1.127328e+00 1.2560202 [203,] 0.1011 1.128710e+00 1.2560202 [204,] 0.1013 1.128961e+00 1.2560202 [205,] 0.1025 1.130468e+00 1.2560202 [206,] 0.1058 1.134613e+00 1.2560202 [207,] 0.1065 1.135492e+00 1.2560202 [208,] 0.1086 1.138130e+00 1.2560202 [209,] 0.1109 1.141019e+00 1.2560202 [210,] 0.1110 1.141144e+00 1.2560202 [211,] 0.1121 1.142526e+00 1.2560202 [212,] 0.1123 1.142777e+00 1.2560202 [213,] 0.1130 1.143656e+00 1.2560202 [214,] 0.1131 1.143782e+00 1.2560202 [215,] 0.1146 1.145666e+00 1.2560202 [216,] 0.1150 1.146168e+00 1.2560202 [217,] 0.1242 1.157724e+00 1.2560202 [218,] 0.1246 1.158226e+00 1.2560202 [219,] 0.1288 1.163501e+00 1.2560202 [220,] 0.1304 1.165511e+00 1.2560202 [221,] 0.1330 1.168777e+00 1.2560202 [222,] 0.1331 1.168902e+00 1.2560202 [223,] 0.1351 1.171414e+00 1.2560202 [224,] 0.1361 1.172670e+00 1.2560202 [225,] 0.1377 1.174680e+00 1.2560202 [226,] 0.1407 1.178448e+00 1.2560202 [227,] 0.1441 1.182719e+00 1.2560202 [228,] 0.1443 1.182970e+00 1.2560202 [229,] 0.1454 1.184351e+00 1.2560202 [230,] 0.1508 1.191134e+00 1.2560202 [231,] 0.1644 1.208216e+00 1.2560202 [232,] 0.1793 1.226930e+00 1.2560202 [233,] 0.1814 1.229568e+00 1.2560202 [234,] 0.1838 1.232583e+00 1.2560202 [235,] 0.1927 1.243761e+00 1.2560202 [236,] 0.1978 1.250167e+00 1.2560202 [237,] 0.2012 1.254437e+00 1.2560202 [238,] 0.2026 1.256196e+00 1.2560202 [239,] 0.2056 1.259964e+00 1.2560202 [240,] 0.2087 1.263857e+00 1.2560202 [241,] 0.2099 1.265365e+00 1.2560202 [242,] 0.2385 1.301287e+00 1.2560202 [243,] 0.2400 1.303171e+00 1.2560202 [244,] 0.2620 1.330803e+00 1.2560202 > (pEx5 <- vapply(Pen05Exp, predict, FUN.VALUE=prV, newdata = newd)) , , n=6 newdata fun 1der [1,] -0.3064 1.532664e-05 1.830709 [2,] -0.2579 1.886769e-05 1.830709 [3,] -0.2523 1.927656e-05 1.830709 [4,] -0.2394 2.021840e-05 1.830709 [5,] -0.2304 2.087551e-05 1.830709 [6,] -0.2187 2.172974e-05 1.830709 [7,] -0.2181 2.177355e-05 1.830709 [8,] -0.2102 2.235034e-05 1.830709 [9,] -0.2015 2.298554e-05 1.830709 [10,] -0.1881 1.726632e+00 1.830709 [11,] -0.1846 1.733038e+00 1.830710 [12,] -0.1842 1.733770e+00 1.830710 [13,] -0.1831 1.735784e+00 1.830711 [14,] -0.1807 1.740178e+00 1.830715 [15,] -0.1782 1.744755e+00 1.830720 [16,] -0.1754 1.749881e+00 1.830728 [17,] -0.1697 1.760316e+00 1.830751 [18,] -0.1683 1.762879e+00 1.830758 [19,] -0.1663 1.766540e+00 1.830769 [20,] -0.1512 1.794186e+00 1.830888 [21,] -0.1505 1.795468e+00 1.830895 [22,] -0.1419 1.811214e+00 1.830992 [23,] -0.1353 1.823298e+00 1.831081 [24,] -0.1337 1.826228e+00 1.831104 [25,] -0.1285 1.835750e+00 1.831185 [26,] -0.1247 1.842709e+00 1.831248 [27,] -0.1209 1.849668e+00 1.831316 [28,] -0.1167 1.857359e+00 1.831395 [29,] -0.1154 1.859740e+00 1.831421 [30,] -0.1141 1.862121e+00 1.831447 [31,] -0.1138 1.862670e+00 1.831453 [32,] -0.1124 1.865235e+00 1.831481 [33,] -0.1123 1.865418e+00 1.831483 [34,] -0.1121 1.865784e+00 1.831488 [35,] -0.1053 1.878239e+00 1.831635 [36,] -0.1039 1.880803e+00 1.831667 [37,] -0.0988 1.890145e+00 1.831788 [38,] -0.0984 1.890877e+00 1.831798 [39,] -0.0977 1.892160e+00 1.831815 [40,] -0.0955 1.896190e+00 1.831870 [41,] -0.0948 1.897472e+00 1.831888 [42,] -0.0923 1.902052e+00 1.831952 [43,] -0.0909 1.904617e+00 1.831989 [44,] -0.0902 1.905899e+00 1.832008 [45,] -0.0888 1.908464e+00 1.832046 [46,] -0.0871 1.911578e+00 1.832092 [47,] -0.0866 1.912494e+00 1.832106 [48,] -0.0807 1.923304e+00 1.832275 [49,] -0.0806 1.923488e+00 1.832278 [50,] -0.0707 1.941629e+00 1.832583 [51,] -0.0693 1.944194e+00 1.832628 [52,] -0.0680 1.946577e+00 1.832671 [53,] -0.0671 1.948226e+00 1.832700 [54,] -0.0648 1.952441e+00 1.832777 [55,] -0.0644 1.953175e+00 1.832791 [56,] -0.0637 1.954457e+00 1.832815 [57,] -0.0636 1.954641e+00 1.832818 [58,] -0.0606 1.960141e+00 1.832922 [59,] -0.0541 1.972055e+00 1.833146 [60,] -0.0537 1.972789e+00 1.833160 [61,] -0.0520 1.975905e+00 1.833218 [62,] -0.0518 1.976272e+00 1.833225 [63,] -0.0516 1.976638e+00 1.833232 [64,] -0.0514 1.977005e+00 1.833239 [65,] -0.0507 1.978288e+00 1.833262 [66,] -0.0468 1.985438e+00 1.833395 [67,] -0.0467 1.985622e+00 1.833398 [68,] -0.0465 1.985988e+00 1.833405 [69,] -0.0407 1.996623e+00 1.833599 [70,] -0.0378 2.001940e+00 1.833696 [71,] -0.0374 2.002674e+00 1.833709 [72,] -0.0365 2.004324e+00 1.833739 [73,] -0.0361 2.005057e+00 1.833752 [74,] -0.0358 2.005608e+00 1.833762 [75,] -0.0345 2.007991e+00 1.833804 [76,] -0.0339 2.009092e+00 1.833824 [77,] -0.0321 2.012393e+00 1.833883 [78,] -0.0306 2.015144e+00 1.833932 [79,] -0.0302 2.015877e+00 1.833945 [80,] -0.0293 2.017528e+00 1.833974 [81,] -0.0290 2.018078e+00 1.833984 [82,] -0.0262 2.023213e+00 1.834075 [83,] -0.0261 2.023397e+00 1.834078 [84,] -0.0254 2.024680e+00 1.834100 [85,] -0.0244 2.026515e+00 1.834133 [86,] -0.0243 2.026698e+00 1.834136 [87,] -0.0240 2.027248e+00 1.834145 [88,] -0.0206 2.033485e+00 1.834254 [89,] -0.0195 2.035502e+00 1.834289 [90,] -0.0193 2.035869e+00 1.834295 [91,] -0.0191 2.036236e+00 1.834302 [92,] -0.0190 2.036419e+00 1.834305 [93,] -0.0186 2.037153e+00 1.834318 [94,] -0.0153 2.043206e+00 1.834422 [95,] -0.0148 2.044124e+00 1.834437 [96,] -0.0142 2.045224e+00 1.834456 [97,] -0.0117 2.049811e+00 1.834534 [98,] -0.0109 2.051278e+00 1.834559 [99,] -0.0096 2.053663e+00 1.834600 [100,] -0.0088 2.055131e+00 1.834624 [101,] -0.0078 2.056966e+00 1.834655 [102,] -0.0075 2.057516e+00 1.834665 [103,] -0.0073 2.057883e+00 1.834671 [104,] -0.0064 2.059534e+00 1.834699 [105,] -0.0060 2.060268e+00 1.834711 [106,] -0.0052 2.061736e+00 1.834735 [107,] -0.0048 2.062470e+00 1.834748 [108,] -0.0039 2.064121e+00 1.834775 [109,] -0.0024 2.066873e+00 1.834821 [110,] -0.0014 2.068708e+00 1.834852 [111,] -0.0006 2.070176e+00 1.834876 [112,] -0.0001 2.071093e+00 1.834891 [113,] 0.0021 2.075130e+00 1.834957 [114,] 0.0044 2.079351e+00 1.835027 [115,] 0.0056 2.081553e+00 1.835063 [116,] 0.0064 2.083021e+00 1.835086 [117,] 0.0072 2.084489e+00 1.835110 [118,] 0.0080 2.085957e+00 1.835134 [119,] 0.0084 2.086691e+00 1.835146 [120,] 0.0085 2.086874e+00 1.835149 [121,] 0.0099 2.089444e+00 1.835190 [122,] 0.0107 2.090912e+00 1.835214 [123,] 0.0137 2.096418e+00 1.835302 [124,] 0.0159 2.100455e+00 1.835367 [125,] 0.0160 2.100639e+00 1.835369 [126,] 0.0164 2.101373e+00 1.835381 [127,] 0.0170 2.102474e+00 1.835398 [128,] 0.0183 2.104860e+00 1.835436 [129,] 0.0189 2.105962e+00 1.835454 [130,] 0.0190 2.106145e+00 1.835456 [131,] 0.0196 2.107246e+00 1.835474 [132,] 0.0197 2.107430e+00 1.835477 [133,] 0.0207 2.109265e+00 1.835505 [134,] 0.0211 2.110000e+00 1.835517 [135,] 0.0215 2.110734e+00 1.835528 [136,] 0.0224 2.112386e+00 1.835554 [137,] 0.0225 2.112569e+00 1.835557 [138,] 0.0230 2.113487e+00 1.835571 [139,] 0.0233 2.114038e+00 1.835580 [140,] 0.0240 2.115323e+00 1.835600 [141,] 0.0248 2.116791e+00 1.835623 [142,] 0.0250 2.117158e+00 1.835629 [143,] 0.0267 2.120279e+00 1.835677 [144,] 0.0286 2.123767e+00 1.835730 [145,] 0.0293 2.125052e+00 1.835750 [146,] 0.0308 2.127806e+00 1.835792 [147,] 0.0312 2.128540e+00 1.835804 [148,] 0.0316 2.129274e+00 1.835815 [149,] 0.0326 2.131110e+00 1.835843 [150,] 0.0332 2.132212e+00 1.835859 [151,] 0.0339 2.133497e+00 1.835879 [152,] 0.0350 2.135516e+00 1.835909 [153,] 0.0382 2.141391e+00 1.835998 [154,] 0.0396 2.143962e+00 1.836036 [155,] 0.0398 2.144329e+00 1.836042 [156,] 0.0413 2.147083e+00 1.836083 [157,] 0.0415 2.147450e+00 1.836088 [158,] 0.0421 2.148552e+00 1.836104 [159,] 0.0441 2.152224e+00 1.836159 [160,] 0.0443 2.152591e+00 1.836164 [161,] 0.0455 2.154795e+00 1.836196 [162,] 0.0467 2.156998e+00 1.836229 [163,] 0.0468 2.157182e+00 1.836231 [164,] 0.0470 2.157549e+00 1.836237 [165,] 0.0476 2.158651e+00 1.836253 [166,] 0.0491 2.161405e+00 1.836293 [167,] 0.0507 2.164343e+00 1.836335 [168,] 0.0512 2.165261e+00 1.836349 [169,] 0.0525 2.167649e+00 1.836383 [170,] 0.0531 2.168751e+00 1.836399 [171,] 0.0544 2.171138e+00 1.836433 [172,] 0.0546 2.171505e+00 1.836438 [173,] 0.0564 2.174811e+00 1.836486 [174,] 0.0579 2.177566e+00 1.836525 [175,] 0.0623 2.185647e+00 1.836638 [176,] 0.0628 2.186565e+00 1.836651 [177,] 0.0631 2.187116e+00 1.836659 [178,] 0.0648 2.190238e+00 1.836702 [179,] 0.0669 2.194095e+00 1.836756 [180,] 0.0672 2.194646e+00 1.836763 [181,] 0.0680 2.196116e+00 1.836784 [182,] 0.0693 2.198504e+00 1.836817 [183,] 0.0694 2.198687e+00 1.836819 [184,] 0.0702 2.200157e+00 1.836839 [185,] 0.0747 2.208423e+00 1.836951 [186,] 0.0750 2.208974e+00 1.836959 [187,] 0.0770 2.212648e+00 1.837008 [188,] 0.0783 2.215036e+00 1.837040 [189,] 0.0790 2.216322e+00 1.837057 [190,] 0.0807 2.219445e+00 1.837099 [191,] 0.0814 2.220731e+00 1.837116 [192,] 0.0827 2.223119e+00 1.837147 [193,] 0.0829 2.223487e+00 1.837152 [194,] 0.0835 2.224589e+00 1.837167 [195,] 0.0850 2.227345e+00 1.837203 [196,] 0.0871 2.231203e+00 1.837253 [197,] 0.0879 2.232673e+00 1.837272 [198,] 0.0880 2.232856e+00 1.837274 [199,] 0.0913 2.238920e+00 1.837353 [200,] 0.0935 2.242962e+00 1.837404 [201,] 0.0962 2.247923e+00 1.837467 [202,] 0.1000 2.254905e+00 1.837555 [203,] 0.1011 2.256927e+00 1.837580 [204,] 0.1013 2.257294e+00 1.837584 [205,] 0.1025 2.259499e+00 1.837612 [206,] 0.1058 2.265564e+00 1.837686 [207,] 0.1065 2.266850e+00 1.837702 [208,] 0.1086 2.270709e+00 1.837749 [209,] 0.1109 2.274936e+00 1.837800 [210,] 0.1110 2.275120e+00 1.837802 [211,] 0.1121 2.277141e+00 1.837826 [212,] 0.1123 2.277509e+00 1.837831 [213,] 0.1130 2.278795e+00 1.837846 [214,] 0.1131 2.278979e+00 1.837848 [215,] 0.1146 2.281736e+00 1.837881 [216,] 0.1150 2.282471e+00 1.837890 [217,] 0.1242 2.299381e+00 1.838087 [218,] 0.1246 2.300116e+00 1.838096 [219,] 0.1288 2.307836e+00 1.838184 [220,] 0.1304 2.310777e+00 1.838217 [221,] 0.1330 2.315557e+00 1.838270 [222,] 0.1331 2.315741e+00 1.838272 [223,] 0.1351 2.319417e+00 1.838313 [224,] 0.1361 2.321255e+00 1.838333 [225,] 0.1377 2.324197e+00 1.838366 [226,] 0.1407 2.329712e+00 1.838426 [227,] 0.1441 2.335963e+00 1.838493 [228,] 0.1443 2.336330e+00 1.838497 [229,] 0.1454 2.338353e+00 1.838518 [230,] 0.1508 2.348281e+00 1.838623 [231,] 0.1644 2.373288e+00 1.838877 [232,] 0.1793 2.400689e+00 1.839139 [233,] 0.1814 2.404552e+00 1.839174 [234,] 0.1838 2.408966e+00 1.839215 [235,] 0.1927 2.425335e+00 1.839360 [236,] 0.1978 2.434716e+00 1.839441 [237,] 0.2012 2.440970e+00 1.839494 [238,] 0.2026 2.443546e+00 1.839516 [239,] 0.2056 2.449064e+00 1.839561 [240,] 0.2087 2.454767e+00 1.839608 [241,] 0.2099 2.456975e+00 1.839626 [242,] 0.2385 2.509594e+00 1.840018 [243,] 0.2400 2.512354e+00 1.840037 [244,] 0.2620 2.552837e+00 1.840295 , , n=9 newdata fun 1der [1,] -0.3064 0.5036036 1.961464 [2,] -0.2579 0.5988551 1.966327 [3,] -0.2523 0.6098680 1.966848 [4,] -0.2394 0.6352480 1.968016 [5,] -0.2304 0.6529637 1.968805 [6,] -0.2187 0.6760045 1.969797 [7,] -0.2181 0.6771864 1.969847 [8,] -0.2102 0.6927508 1.970495 [9,] -0.2015 0.7098971 1.971189 [10,] -0.1881 0.7363180 1.972219 [11,] -0.1846 0.7432212 1.972480 [12,] -0.1842 0.7440102 1.972510 [13,] -0.1831 0.7461800 1.972591 [14,] -0.1807 0.7509145 1.972767 [15,] -0.1782 0.7558466 1.972949 [16,] -0.1754 0.7613711 1.973150 [17,] -0.1697 0.7726193 1.973554 [18,] -0.1683 0.7753823 1.973652 [19,] -0.1663 0.7793297 1.973791 [20,] -0.1512 0.8091417 1.974806 [21,] -0.1505 0.8105241 1.974851 [22,] -0.1419 0.8275102 1.975400 [23,] -0.1353 0.8405492 1.975807 [24,] -0.1337 0.8437106 1.975905 [25,] -0.1285 0.8539861 1.976215 [26,] -0.1247 0.8614961 1.976438 [27,] -0.1209 0.8690070 1.976656 [28,] -0.1167 0.8773095 1.976893 [29,] -0.1154 0.8798795 1.976966 [30,] -0.1141 0.8824496 1.977038 [31,] -0.1138 0.8830427 1.977054 [32,] -0.1124 0.8858106 1.977131 [33,] -0.1123 0.8860083 1.977137 [34,] -0.1121 0.8864038 1.977148 [35,] -0.1053 0.8998496 1.977513 [36,] -0.1039 0.9026182 1.977587 [37,] -0.0988 0.9127045 1.977851 [38,] -0.0984 0.9134957 1.977871 [39,] -0.0977 0.9148802 1.977907 [40,] -0.0955 0.9192317 1.978018 [41,] -0.0948 0.9206164 1.978053 [42,] -0.0923 0.9255616 1.978177 [43,] -0.0909 0.9283311 1.978246 [44,] -0.0902 0.9297159 1.978280 [45,] -0.0888 0.9324856 1.978348 [46,] -0.0871 0.9358488 1.978430 [47,] -0.0866 0.9368380 1.978454 [48,] -0.0807 0.9485118 1.978732 [49,] -0.0806 0.9487096 1.978736 [50,] -0.0707 0.9683013 1.979181 [51,] -0.0693 0.9710722 1.979241 [52,] -0.0680 0.9736453 1.979297 [53,] -0.0671 0.9754267 1.979336 [54,] -0.0648 0.9799793 1.979433 [55,] -0.0644 0.9807710 1.979450 [56,] -0.0637 0.9821567 1.979479 [57,] -0.0636 0.9823546 1.979483 [58,] -0.0606 0.9882932 1.979607 [59,] -0.0541 1.0011615 1.979867 [60,] -0.0537 1.0019535 1.979882 [61,] -0.0520 1.0053193 1.979948 [62,] -0.0518 1.0057153 1.979956 [63,] -0.0516 1.0061113 1.979964 [64,] -0.0514 1.0065073 1.979971 [65,] -0.0507 1.0078933 1.979998 [66,] -0.0468 1.0156156 1.980145 [67,] -0.0467 1.0158136 1.980149 [68,] -0.0465 1.0162096 1.980156 [69,] -0.0407 1.0276952 1.980375 [70,] -0.0378 1.0334384 1.980505 [71,] -0.0374 1.0342306 1.980524 [72,] -0.0365 1.0360131 1.980569 [73,] -0.0361 1.0368054 1.980589 [74,] -0.0358 1.0373995 1.980605 [75,] -0.0345 1.0399744 1.980674 [76,] -0.0339 1.0411628 1.980707 [77,] -0.0321 1.0447282 1.980812 [78,] -0.0306 1.0476994 1.980904 [79,] -0.0302 1.0484918 1.980929 [80,] -0.0293 1.0502747 1.980987 [81,] -0.0290 1.0508690 1.981007 [82,] -0.0262 1.0564161 1.981201 [83,] -0.0261 1.0566142 1.981208 [84,] -0.0254 1.0580010 1.981259 [85,] -0.0244 1.0599823 1.981334 [86,] -0.0243 1.0601805 1.981342 [87,] -0.0240 1.0607749 1.981365 [88,] -0.0206 1.0675120 1.981638 [89,] -0.0195 1.0696918 1.981731 [90,] -0.0193 1.0700882 1.981749 [91,] -0.0191 1.0704845 1.981766 [92,] -0.0190 1.0706827 1.981775 [93,] -0.0186 1.0714754 1.981810 [94,] -0.0153 1.0780159 1.982112 [95,] -0.0148 1.0790069 1.982159 [96,] -0.0142 1.0801963 1.982217 [97,] -0.0117 1.0851521 1.982467 [98,] -0.0109 1.0867381 1.982550 [99,] -0.0096 1.0893155 1.982687 [100,] -0.0088 1.0909017 1.982773 [101,] -0.0078 1.0928845 1.982883 [102,] -0.0075 1.0934794 1.982916 [103,] -0.0073 1.0938760 1.982939 [104,] -0.0064 1.0956607 1.983040 [105,] -0.0060 1.0964539 1.983086 [106,] -0.0052 1.0980404 1.983178 [107,] -0.0048 1.0988337 1.983224 [108,] -0.0039 1.1006186 1.983331 [109,] -0.0024 1.1035938 1.983511 [110,] -0.0014 1.1055773 1.983634 [111,] -0.0006 1.1071643 1.983734 [112,] -0.0001 1.1081562 1.983797 [113,] 0.0021 1.1125208 1.984082 [114,] 0.0044 1.1170846 1.984389 [115,] 0.0056 1.1194659 1.984554 [116,] 0.0064 1.1210536 1.984666 [117,] 0.0072 1.1226414 1.984779 [118,] 0.0080 1.1242293 1.984893 [119,] 0.0084 1.1250232 1.984951 [120,] 0.0085 1.1252217 1.984966 [121,] 0.0099 1.1280008 1.985170 [122,] 0.0107 1.1295890 1.985289 [123,] 0.0137 1.1355456 1.985747 [124,] 0.0159 1.1399146 1.986095 [125,] 0.0160 1.1401132 1.986111 [126,] 0.0164 1.1409077 1.986175 [127,] 0.0170 1.1420994 1.986272 [128,] 0.0183 1.1446817 1.986486 [129,] 0.0189 1.1458736 1.986585 [130,] 0.0190 1.1460723 1.986602 [131,] 0.0196 1.1472643 1.986702 [132,] 0.0197 1.1474629 1.986719 [133,] 0.0207 1.1494497 1.986889 [134,] 0.0211 1.1502445 1.986957 [135,] 0.0215 1.1510393 1.987026 [136,] 0.0224 1.1528277 1.987181 [137,] 0.0225 1.1530264 1.987199 [138,] 0.0230 1.1540200 1.987286 [139,] 0.0233 1.1546162 1.987339 [140,] 0.0240 1.1560074 1.987462 [141,] 0.0248 1.1575974 1.987605 [142,] 0.0250 1.1579950 1.987641 [143,] 0.0267 1.1613742 1.987949 [144,] 0.0286 1.1651516 1.988300 [145,] 0.0293 1.1665435 1.988432 [146,] 0.0308 1.1695264 1.988717 [147,] 0.0312 1.1703219 1.988793 [148,] 0.0316 1.1711174 1.988870 [149,] 0.0326 1.1731064 1.989065 [150,] 0.0332 1.1742998 1.989182 [151,] 0.0339 1.1756923 1.989320 [152,] 0.0350 1.1778807 1.989540 [153,] 0.0382 1.1842483 1.990191 [154,] 0.0396 1.1870347 1.990483 [155,] 0.0398 1.1874328 1.990525 [156,] 0.0413 1.1904189 1.990843 [157,] 0.0415 1.1908170 1.990886 [158,] 0.0421 1.1920116 1.991015 [159,] 0.0441 1.1959941 1.991450 [160,] 0.0443 1.1963924 1.991494 [161,] 0.0455 1.1987823 1.991759 [162,] 0.0467 1.2011726 1.992027 [163,] 0.0468 1.2013718 1.992050 [164,] 0.0470 1.2017702 1.992095 [165,] 0.0476 1.2029655 1.992230 [166,] 0.0491 1.2059541 1.992573 [167,] 0.0507 1.2091425 1.992943 [168,] 0.0512 1.2101390 1.993060 [169,] 0.0525 1.2127302 1.993367 [170,] 0.0531 1.2139262 1.993509 [171,] 0.0544 1.2165180 1.993821 [172,] 0.0546 1.2169168 1.993869 [173,] 0.0564 1.2205061 1.994307 [174,] 0.0579 1.2234979 1.994677 [175,] 0.0623 1.2322769 1.995790 [176,] 0.0628 1.2332748 1.995919 [177,] 0.0631 1.2338736 1.995997 [178,] 0.0648 1.2372672 1.996441 [179,] 0.0669 1.2414603 1.996997 [180,] 0.0672 1.2420594 1.997077 [181,] 0.0680 1.2436571 1.997292 [182,] 0.0693 1.2462538 1.997644 [183,] 0.0694 1.2464536 1.997672 [184,] 0.0702 1.2480518 1.997890 [185,] 0.0747 1.2570452 1.999145 [186,] 0.0750 1.2576449 1.999230 [187,] 0.0770 1.2616439 1.999802 [188,] 0.0783 1.2642439 2.000179 [189,] 0.0790 1.2656441 2.000383 [190,] 0.0807 1.2690452 2.000884 [191,] 0.0814 1.2704459 2.001091 [192,] 0.0827 1.2730476 2.001480 [193,] 0.0829 1.2734479 2.001540 [194,] 0.0835 1.2746488 2.001721 [195,] 0.0850 1.2776518 2.002176 [196,] 0.0871 1.2818570 2.002822 [197,] 0.0879 1.2834594 2.003070 [198,] 0.0880 1.2836597 2.003101 [199,] 0.0913 1.2902716 2.004140 [200,] 0.0935 1.2946815 2.004845 [201,] 0.0962 1.3000958 2.005725 [202,] 0.1000 1.3077199 2.006989 [203,] 0.1011 1.3099278 2.007360 [204,] 0.1013 1.3103293 2.007428 [205,] 0.1025 1.3127384 2.007837 [206,] 0.1058 1.3193662 2.008976 [207,] 0.1065 1.3207725 2.009220 [208,] 0.1086 1.3249927 2.009960 [209,] 0.1109 1.3296165 2.010781 [210,] 0.1110 1.3298176 2.010817 [211,] 0.1121 1.3320297 2.011214 [212,] 0.1123 1.3324320 2.011287 [213,] 0.1130 1.3338400 2.011541 [214,] 0.1131 1.3340411 2.011577 [215,] 0.1146 1.3370589 2.012125 [216,] 0.1150 1.3378638 2.012272 [217,] 0.1242 1.3563925 2.015746 [218,] 0.1246 1.3571989 2.015901 [219,] 0.1288 1.3656691 2.017538 [220,] 0.1304 1.3688976 2.018159 [221,] 0.1330 1.3741462 2.019163 [222,] 0.1331 1.3743481 2.019202 [223,] 0.1351 1.3783873 2.019971 [224,] 0.1361 1.3804074 2.020354 [225,] 0.1377 1.3836405 2.020965 [226,] 0.1407 1.3897051 2.022106 [227,] 0.1441 1.3965824 2.023390 [228,] 0.1443 1.3969871 2.023466 [229,] 0.1454 1.3992132 2.023879 [230,] 0.1508 1.4101475 2.025894 [231,] 0.1644 1.4377337 2.030864 [232,] 0.1793 1.4680331 2.036138 [233,] 0.1814 1.4723097 2.036867 [234,] 0.1838 1.4771992 2.037696 [235,] 0.1927 1.4953482 2.040729 [236,] 0.1978 1.5057603 2.042438 [237,] 0.2012 1.5127065 2.043566 [238,] 0.2026 1.5155678 2.044028 [239,] 0.2056 1.5217014 2.045012 [240,] 0.2087 1.5280425 2.046021 [241,] 0.2099 1.5304980 2.046410 [242,] 0.2385 1.5891544 2.055328 [243,] 0.2400 1.5922377 2.055778 [244,] 0.2620 1.6375358 2.062163 , , n=13 newdata fun 1der [1,] -0.3064 0.3819482 1.290264 [2,] -0.2579 0.4449801 1.309222 [3,] -0.2523 0.4523181 1.311501 [4,] -0.2394 0.4692707 1.316820 [5,] -0.2304 0.4811390 1.320590 [6,] -0.2187 0.4966189 1.325562 [7,] -0.2181 0.4974143 1.325819 [8,] -0.2102 0.5079017 1.329225 [9,] -0.2015 0.5194825 1.333018 [10,] -0.1881 0.5373845 1.338948 [11,] -0.1846 0.5420736 1.340515 [12,] -0.1842 0.5426098 1.340694 [13,] -0.1831 0.5440848 1.341188 [14,] -0.1807 0.5473050 1.342269 [15,] -0.1782 0.5506621 1.343398 [16,] -0.1754 0.5544254 1.344667 [17,] -0.1697 0.5620974 1.347265 [18,] -0.1683 0.5639840 1.347906 [19,] -0.1663 0.5666807 1.348823 [20,] -0.1512 0.5871007 1.355828 [21,] -0.1505 0.5880499 1.356156 [22,] -0.1419 0.5997302 1.360209 [23,] -0.1353 0.6087179 1.363350 [24,] -0.1337 0.6108999 1.364115 [25,] -0.1285 0.6179998 1.366612 [26,] -0.1247 0.6231964 1.368447 [27,] -0.1209 0.6284000 1.370291 [28,] -0.1167 0.6341595 1.372339 [29,] -0.1154 0.6359440 1.372975 [30,] -0.1141 0.6377292 1.373612 [31,] -0.1138 0.6381414 1.373759 [32,] -0.1124 0.6400651 1.374446 [33,] -0.1123 0.6402025 1.374495 [34,] -0.1121 0.6404775 1.374593 [35,] -0.1053 0.6498361 1.377949 [36,] -0.1039 0.6517657 1.378643 [37,] -0.0988 0.6588032 1.381183 [38,] -0.0984 0.6593558 1.381382 [39,] -0.0977 0.6603228 1.381732 [40,] -0.0955 0.6633639 1.382834 [41,] -0.0948 0.6643320 1.383185 [42,] -0.0923 0.6677915 1.384441 [43,] -0.0909 0.6697302 1.385146 [44,] -0.0902 0.6706999 1.385499 [45,] -0.0888 0.6726401 1.386206 [46,] -0.0871 0.6749974 1.387066 [47,] -0.0866 0.6756910 1.387319 [48,] -0.0807 0.6838850 1.390318 [49,] -0.0806 0.6840241 1.390369 [50,] -0.0707 0.6978138 1.395448 [51,] -0.0693 0.6997679 1.396171 [52,] -0.0680 0.7015834 1.396844 [53,] -0.0671 0.7028408 1.397310 [54,] -0.0648 0.7060560 1.398503 [55,] -0.0644 0.7066154 1.398711 [56,] -0.0637 0.7075946 1.399075 [57,] -0.0636 0.7077345 1.399127 [58,] -0.0606 0.7119343 1.400690 [59,] -0.0541 0.7210498 1.404095 [60,] -0.0537 0.7216115 1.404306 [61,] -0.0520 0.7239996 1.405201 [62,] -0.0518 0.7242806 1.405306 [63,] -0.0516 0.7245617 1.405412 [64,] -0.0514 0.7248428 1.405517 [65,] -0.0507 0.7258268 1.405886 [66,] -0.0468 0.7313137 1.407949 [67,] -0.0467 0.7314545 1.408002 [68,] -0.0465 0.7317362 1.408109 [69,] -0.0407 0.7399121 1.411194 [70,] -0.0378 0.7440068 1.412745 [71,] -0.0374 0.7445720 1.412959 [72,] -0.0365 0.7458439 1.413441 [73,] -0.0361 0.7464093 1.413656 [74,] -0.0358 0.7468334 1.413817 [75,] -0.0345 0.7486718 1.414515 [76,] -0.0339 0.7495206 1.414837 [77,] -0.0321 0.7520682 1.415806 [78,] -0.0306 0.7541925 1.416615 [79,] -0.0302 0.7547592 1.416831 [80,] -0.0293 0.7560346 1.417317 [81,] -0.0290 0.7564598 1.417480 [82,] -0.0262 0.7604308 1.418996 [83,] -0.0261 0.7605728 1.419050 [84,] -0.0254 0.7615662 1.419430 [85,] -0.0244 0.7629859 1.419973 [86,] -0.0243 0.7631279 1.420027 [87,] -0.0240 0.7635540 1.420190 [88,] -0.0206 0.7683857 1.422042 [89,] -0.0195 0.7699503 1.422643 [90,] -0.0193 0.7702349 1.422752 [91,] -0.0191 0.7705194 1.422861 [92,] -0.0190 0.7706617 1.422916 [93,] -0.0186 0.7712309 1.423134 [94,] -0.0153 0.7759302 1.424942 [95,] -0.0148 0.7766428 1.425217 [96,] -0.0142 0.7774980 1.425546 [97,] -0.0117 0.7810636 1.426921 [98,] -0.0109 0.7822053 1.427361 [99,] -0.0096 0.7840613 1.428076 [100,] -0.0088 0.7852040 1.428515 [101,] -0.0078 0.7866328 1.429065 [102,] -0.0075 0.7870615 1.429230 [103,] -0.0073 0.7873474 1.429340 [104,] -0.0064 0.7886340 1.429834 [105,] -0.0060 0.7892060 1.430054 [106,] -0.0052 0.7903502 1.430493 [107,] -0.0048 0.7909224 1.430713 [108,] -0.0039 0.7922103 1.431207 [109,] -0.0024 0.7943577 1.432030 [110,] -0.0014 0.7957900 1.432579 [111,] -0.0006 0.7969363 1.433018 [112,] -0.0001 0.7976529 1.433292 [113,] 0.0021 0.8008074 1.434499 [114,] 0.0044 0.8041082 1.435759 [115,] 0.0056 0.8058315 1.436417 [116,] 0.0064 0.8069808 1.436855 [117,] 0.0072 0.8081305 1.437293 [118,] 0.0080 0.8092805 1.437731 [119,] 0.0084 0.8098556 1.437950 [120,] 0.0085 0.8099994 1.438005 [121,] 0.0099 0.8120132 1.438771 [122,] 0.0107 0.8131644 1.439209 [123,] 0.0137 0.8174845 1.440850 [124,] 0.0159 0.8206557 1.442052 [125,] 0.0160 0.8207999 1.442107 [126,] 0.0164 0.8213767 1.442326 [127,] 0.0170 0.8222422 1.442653 [128,] 0.0183 0.8241181 1.443364 [129,] 0.0189 0.8249843 1.443691 [130,] 0.0190 0.8251286 1.443746 [131,] 0.0196 0.8259950 1.444074 [132,] 0.0197 0.8261394 1.444128 [133,] 0.0207 0.8275838 1.444674 [134,] 0.0211 0.8281617 1.444892 [135,] 0.0215 0.8287397 1.445111 [136,] 0.0224 0.8300405 1.445602 [137,] 0.0225 0.8301851 1.445657 [138,] 0.0230 0.8309080 1.445929 [139,] 0.0233 0.8313418 1.446093 [140,] 0.0240 0.8323542 1.446475 [141,] 0.0248 0.8335115 1.446911 [142,] 0.0250 0.8338009 1.447020 [143,] 0.0267 0.8362617 1.447947 [144,] 0.0286 0.8390137 1.448983 [145,] 0.0293 0.8400282 1.449364 [146,] 0.0308 0.8422028 1.450181 [147,] 0.0312 0.8427829 1.450399 [148,] 0.0316 0.8433631 1.450617 [149,] 0.0326 0.8448140 1.451161 [150,] 0.0332 0.8456848 1.451488 [151,] 0.0339 0.8467010 1.451869 [152,] 0.0350 0.8482984 1.452468 [153,] 0.0382 0.8529491 1.454208 [154,] 0.0396 0.8549855 1.454969 [155,] 0.0398 0.8552765 1.455078 [156,] 0.0413 0.8574597 1.455893 [157,] 0.0415 0.8577509 1.456002 [158,] 0.0421 0.8586246 1.456327 [159,] 0.0441 0.8615384 1.457414 [160,] 0.0443 0.8618298 1.457522 [161,] 0.0455 0.8635793 1.458174 [162,] 0.0467 0.8653295 1.458825 [163,] 0.0468 0.8654754 1.458879 [164,] 0.0470 0.8657671 1.458988 [165,] 0.0476 0.8666426 1.459313 [166,] 0.0491 0.8688322 1.460127 [167,] 0.0507 0.8711691 1.460994 [168,] 0.0512 0.8718997 1.461265 [169,] 0.0525 0.8737998 1.461970 [170,] 0.0531 0.8746771 1.462295 [171,] 0.0544 0.8765785 1.462999 [172,] 0.0546 0.8768711 1.463108 [173,] 0.0564 0.8795056 1.464082 [174,] 0.0579 0.8817023 1.464894 [175,] 0.0623 0.8881531 1.467275 [176,] 0.0628 0.8888868 1.467545 [177,] 0.0631 0.8893271 1.467707 [178,] 0.0648 0.8918230 1.468626 [179,] 0.0669 0.8949083 1.469760 [180,] 0.0672 0.8953492 1.469922 [181,] 0.0680 0.8965253 1.470354 [182,] 0.0693 0.8984372 1.471056 [183,] 0.0694 0.8985844 1.471110 [184,] 0.0702 0.8997614 1.471542 [185,] 0.0747 0.9063888 1.473969 [186,] 0.0750 0.9068310 1.474131 [187,] 0.0770 0.9097804 1.475209 [188,] 0.0783 0.9116986 1.475909 [189,] 0.0790 0.9127319 1.476286 [190,] 0.0807 0.9152423 1.477201 [191,] 0.0814 0.9162765 1.477578 [192,] 0.0827 0.9181978 1.478278 [193,] 0.0829 0.9184935 1.478386 [194,] 0.0835 0.9193806 1.478708 [195,] 0.0850 0.9215993 1.479515 [196,] 0.0871 0.9247074 1.480644 [197,] 0.0879 0.9258921 1.481074 [198,] 0.0880 0.9260402 1.481128 [199,] 0.0913 0.9309309 1.482901 [200,] 0.0935 0.9341946 1.484082 [201,] 0.0962 0.9382035 1.485531 [202,] 0.1000 0.9438524 1.487568 [203,] 0.1011 0.9454891 1.488158 [204,] 0.1013 0.9457867 1.488265 [205,] 0.1025 0.9475730 1.488908 [206,] 0.1058 0.9524893 1.490674 [207,] 0.1065 0.9535329 1.491049 [208,] 0.1086 0.9566653 1.492172 [209,] 0.1109 0.9600987 1.493402 [210,] 0.1110 0.9602481 1.493456 [211,] 0.1121 0.9618912 1.494044 [212,] 0.1123 0.9621900 1.494151 [213,] 0.1130 0.9632361 1.494524 [214,] 0.1131 0.9633855 1.494578 [215,] 0.1146 0.9656280 1.495377 [216,] 0.1150 0.9662262 1.495590 [217,] 0.1242 0.9800079 1.500433 [218,] 0.1246 0.9806082 1.500641 [219,] 0.1288 0.9869154 1.502819 [220,] 0.1304 0.9893206 1.503643 [221,] 0.1330 0.9932318 1.504980 [222,] 0.1331 0.9933823 1.505031 [223,] 0.1351 0.9963934 1.506059 [224,] 0.1361 0.9978997 1.506573 [225,] 0.1377 1.0003109 1.507395 [226,] 0.1407 1.0048354 1.508937 [227,] 0.1441 1.0099688 1.510683 [228,] 0.1443 1.0102709 1.510786 [229,] 0.1454 1.0119331 1.511351 [230,] 0.1508 1.0201019 1.514123 [231,] 0.1644 1.0407414 1.521101 [232,] 0.1793 1.0634627 1.528736 [233,] 0.1814 1.0666742 1.529811 [234,] 0.1838 1.0703472 1.531040 [235,] 0.1927 1.0839937 1.535594 [236,] 0.1978 1.0918319 1.538203 [237,] 0.2012 1.0970647 1.539940 [238,] 0.2026 1.0992211 1.540654 [239,] 0.2056 1.1038454 1.542178 [240,] 0.2087 1.1086286 1.543746 [241,] 0.2099 1.1104814 1.544351 [242,] 0.2385 1.1548531 1.558467 [243,] 0.2400 1.1571914 1.559191 [244,] 0.2620 1.1916090 1.569626 , , n=20 newdata fun 1der [1,] -0.3064 0.6825066 1.434703 [2,] -0.2579 0.7526806 1.459169 [3,] -0.2523 0.7608600 1.462049 [4,] -0.2394 0.7797635 1.468768 [5,] -0.2304 0.7930040 1.473570 [6,] -0.2187 0.8102820 1.479956 [7,] -0.2181 0.8111700 1.480288 [8,] -0.2102 0.8228817 1.484697 [9,] -0.2015 0.8358200 1.489639 [10,] -0.1881 0.8558331 1.497434 [11,] -0.1846 0.8610777 1.499512 [12,] -0.1842 0.8616776 1.499750 [13,] -0.1831 0.8633277 1.500408 [14,] -0.1807 0.8669304 1.501848 [15,] -0.1782 0.8706869 1.503358 [16,] -0.1754 0.8748987 1.505060 [17,] -0.1697 0.8834875 1.508560 [18,] -0.1683 0.8856000 1.509427 [19,] -0.1663 0.8886201 1.510671 [20,] -0.1512 0.9115027 1.520134 [21,] -0.1505 0.9125669 1.520573 [22,] -0.1419 0.9256671 1.525979 [23,] -0.1353 0.9357522 1.530135 [24,] -0.1337 0.9382013 1.531143 [25,] -0.1285 0.9461717 1.534423 [26,] -0.1247 0.9520071 1.536822 [27,] -0.1209 0.9578516 1.539223 [28,] -0.1167 0.9643219 1.541880 [29,] -0.1154 0.9663269 1.542702 [30,] -0.1141 0.9683329 1.543525 [31,] -0.1138 0.9687960 1.543715 [32,] -0.1124 0.9709578 1.544602 [33,] -0.1123 0.9711123 1.544665 [34,] -0.1121 0.9714213 1.544792 [35,] -0.1053 0.9819405 1.549102 [36,] -0.1039 0.9841099 1.549990 [37,] -0.0988 0.9920231 1.553228 [38,] -0.0984 0.9926444 1.553482 [39,] -0.0977 0.9937320 1.553927 [40,] -0.0955 0.9971522 1.555325 [41,] -0.0948 0.9982411 1.555771 [42,] -0.0923 1.0021325 1.557361 [43,] -0.0909 1.0043134 1.558251 [44,] -0.0902 1.0054043 1.558697 [45,] -0.0888 1.0075871 1.559588 [46,] -0.0871 1.0102393 1.560671 [47,] -0.0866 1.0110198 1.560989 [48,] -0.0807 1.0202407 1.564750 [49,] -0.0806 1.0203972 1.564813 [50,] -0.0707 1.0359201 1.571135 [51,] -0.0693 1.0381203 1.572030 [52,] -0.0680 1.0401645 1.572861 [53,] -0.0671 1.0415803 1.573437 [54,] -0.0648 1.0452009 1.574909 [55,] -0.0644 1.0458309 1.575165 [56,] -0.0637 1.0469337 1.575613 [57,] -0.0636 1.0470913 1.575677 [58,] -0.0606 1.0518212 1.577598 [59,] -0.0541 1.0620891 1.581765 [60,] -0.0537 1.0627219 1.582022 [61,] -0.0520 1.0654122 1.583113 [62,] -0.0518 1.0657289 1.583241 [63,] -0.0516 1.0660455 1.583369 [64,] -0.0514 1.0663622 1.583498 [65,] -0.0507 1.0674708 1.583947 [66,] -0.0468 1.0736531 1.586452 [67,] -0.0467 1.0738117 1.586516 [68,] -0.0465 1.0741291 1.586645 [69,] -0.0407 1.0833424 1.590374 [70,] -0.0378 1.0879572 1.592241 [71,] -0.0374 1.0885942 1.592499 [72,] -0.0365 1.0900277 1.593078 [73,] -0.0361 1.0906650 1.593336 [74,] -0.0358 1.0911430 1.593529 [75,] -0.0345 1.0932151 1.594366 [76,] -0.0339 1.0941718 1.594753 [77,] -0.0321 1.0970434 1.595913 [78,] -0.0306 1.0994380 1.596880 [79,] -0.0302 1.1000768 1.597138 [80,] -0.0293 1.1015145 1.597719 [81,] -0.0290 1.1019939 1.597912 [82,] -0.0262 1.1064706 1.599719 [83,] -0.0261 1.1066305 1.599784 [84,] -0.0254 1.1077505 1.600235 [85,] -0.0244 1.1093511 1.600881 [86,] -0.0243 1.1095112 1.600946 [87,] -0.0240 1.1099915 1.601139 [88,] -0.0206 1.1154391 1.603336 [89,] -0.0195 1.1172032 1.604047 [90,] -0.0193 1.1175240 1.604176 [91,] -0.0191 1.1178448 1.604305 [92,] -0.0190 1.1180053 1.604370 [93,] -0.0186 1.1186471 1.604629 [94,] -0.0153 1.1239459 1.606763 [95,] -0.0148 1.1247493 1.607087 [96,] -0.0142 1.1257137 1.607475 [97,] -0.0117 1.1297344 1.609093 [98,] -0.0109 1.1310219 1.609611 [99,] -0.0096 1.1331149 1.610453 [100,] -0.0088 1.1344035 1.610972 [101,] -0.0078 1.1360148 1.611620 [102,] -0.0075 1.1364983 1.611814 [103,] -0.0073 1.1368207 1.611944 [104,] -0.0064 1.1382717 1.612527 [105,] -0.0060 1.1389168 1.612786 [106,] -0.0052 1.1402072 1.613305 [107,] -0.0048 1.1408526 1.613564 [108,] -0.0039 1.1423050 1.614148 [109,] -0.0024 1.1447270 1.615121 [110,] -0.0014 1.1463424 1.615770 [111,] -0.0006 1.1476353 1.616289 [112,] -0.0001 1.1484435 1.616614 [113,] 0.0021 1.1520016 1.618042 [114,] 0.0044 1.1557248 1.619536 [115,] 0.0056 1.1576687 1.620316 [116,] 0.0064 1.1589652 1.620836 [117,] 0.0072 1.1602621 1.621356 [118,] 0.0080 1.1615594 1.621876 [119,] 0.0084 1.1622082 1.622137 [120,] 0.0085 1.1623704 1.622202 [121,] 0.0099 1.1646421 1.623112 [122,] 0.0107 1.1659408 1.623633 [123,] 0.0137 1.1708146 1.625585 [124,] 0.0159 1.1743925 1.627018 [125,] 0.0160 1.1745552 1.627083 [126,] 0.0164 1.1752061 1.627344 [127,] 0.0170 1.1761826 1.627735 [128,] 0.0183 1.1782992 1.628582 [129,] 0.0189 1.1792765 1.628973 [130,] 0.0190 1.1794394 1.629038 [131,] 0.0196 1.1804169 1.629429 [132,] 0.0197 1.1805799 1.629494 [133,] 0.0207 1.1822097 1.630146 [134,] 0.0211 1.1828618 1.630407 [135,] 0.0215 1.1835140 1.630668 [136,] 0.0224 1.1849819 1.631255 [137,] 0.0225 1.1851450 1.631320 [138,] 0.0230 1.1859608 1.631646 [139,] 0.0233 1.1864503 1.631842 [140,] 0.0240 1.1875927 1.632299 [141,] 0.0248 1.1888988 1.632821 [142,] 0.0250 1.1892254 1.632951 [143,] 0.0267 1.1920023 1.634061 [144,] 0.0286 1.1951082 1.635302 [145,] 0.0293 1.1962531 1.635759 [146,] 0.0308 1.1987075 1.636739 [147,] 0.0312 1.1993622 1.637001 [148,] 0.0316 1.2000171 1.637262 [149,] 0.0326 1.2016546 1.637916 [150,] 0.0332 1.2026375 1.638307 [151,] 0.0339 1.2037845 1.638764 [152,] 0.0350 1.2055875 1.639480 [153,] 0.0382 1.2108372 1.641555 [154,] 0.0396 1.2131360 1.642459 [155,] 0.0398 1.2134645 1.642588 [156,] 0.0413 1.2159291 1.643554 [157,] 0.0415 1.2162578 1.643682 [158,] 0.0421 1.2172441 1.644068 [159,] 0.0441 1.2205336 1.645350 [160,] 0.0443 1.2208626 1.645478 [161,] 0.0455 1.2228377 1.646245 [162,] 0.0467 1.2248136 1.647010 [163,] 0.0468 1.2249783 1.647073 [164,] 0.0470 1.2253078 1.647201 [165,] 0.0476 1.2262962 1.647582 [166,] 0.0491 1.2287683 1.648535 [167,] 0.0507 1.2314068 1.649548 [168,] 0.0512 1.2322316 1.649864 [169,] 0.0525 1.2343770 1.650684 [170,] 0.0531 1.2353675 1.651062 [171,] 0.0544 1.2375144 1.651880 [172,] 0.0546 1.2378448 1.652005 [173,] 0.0564 1.2408194 1.653133 [174,] 0.0579 1.2432998 1.654071 [175,] 0.0623 1.2505838 1.656806 [176,] 0.0628 1.2514122 1.657115 [177,] 0.0631 1.2519094 1.657300 [178,] 0.0648 1.2547277 1.658350 [179,] 0.0669 1.2582116 1.659641 [180,] 0.0672 1.2587095 1.659825 [181,] 0.0680 1.2600376 1.660315 [182,] 0.0693 1.2621965 1.661111 [183,] 0.0694 1.2623626 1.661172 [184,] 0.0702 1.2636917 1.661660 [185,] 0.0747 1.2711754 1.664393 [186,] 0.0750 1.2716747 1.664575 [187,] 0.0770 1.2750051 1.665781 [188,] 0.0783 1.2771711 1.666563 [189,] 0.0790 1.2783378 1.666983 [190,] 0.0807 1.2811726 1.668001 [191,] 0.0814 1.2823403 1.668420 [192,] 0.0827 1.2845098 1.669195 [193,] 0.0829 1.2848436 1.669314 [194,] 0.0835 1.2858453 1.669671 [195,] 0.0850 1.2883505 1.670562 [196,] 0.0871 1.2918600 1.671805 [197,] 0.0879 1.2931976 1.672277 [198,] 0.0880 1.2933648 1.672336 [199,] 0.0913 1.2988868 1.674275 [200,] 0.0935 1.3025716 1.675561 [201,] 0.0962 1.3070977 1.677131 [202,] 0.1000 1.3134750 1.679328 [203,] 0.1011 1.3153226 1.679961 [204,] 0.1013 1.3156586 1.680075 [205,] 0.1025 1.3176751 1.680764 [206,] 0.1058 1.3232247 1.682648 [207,] 0.1065 1.3244027 1.683046 [208,] 0.1086 1.3279384 1.684237 [209,] 0.1109 1.3318136 1.685536 [210,] 0.1110 1.3319822 1.685592 [211,] 0.1121 1.3338367 1.686211 [212,] 0.1123 1.3341739 1.686324 [213,] 0.1130 1.3353545 1.686716 [214,] 0.1131 1.3355232 1.686773 [215,] 0.1146 1.3380539 1.687612 [216,] 0.1150 1.3387290 1.687836 [217,] 0.1242 1.3542806 1.692927 [218,] 0.1246 1.3549578 1.693146 [219,] 0.1288 1.3620739 1.695436 [220,] 0.1304 1.3647873 1.696303 [221,] 0.1330 1.3691995 1.697706 [222,] 0.1331 1.3693692 1.697759 [223,] 0.1351 1.3727658 1.698833 [224,] 0.1361 1.3744649 1.699368 [225,] 0.1377 1.3771846 1.700221 [226,] 0.1407 1.3822877 1.701814 [227,] 0.1441 1.3880769 1.703607 [228,] 0.1443 1.3884176 1.703712 [229,] 0.1454 1.3902920 1.704289 [230,] 0.1508 1.3995028 1.707100 [231,] 0.1644 1.4227667 1.714034 [232,] 0.1793 1.4483609 1.721386 [233,] 0.1814 1.4519769 1.722402 [234,] 0.1838 1.4561121 1.723557 [235,] 0.1927 1.4714706 1.727782 [236,] 0.1978 1.4802883 1.730162 [237,] 0.2012 1.4861736 1.731732 [238,] 0.2026 1.4885984 1.732374 [239,] 0.2056 1.4937976 1.733744 [240,] 0.2087 1.4991744 1.735148 [241,] 0.2099 1.5012569 1.735689 [242,] 0.2385 1.5510771 1.748087 [243,] 0.2400 1.5536997 1.748711 [244,] 0.2620 1.5922709 1.757818 , , n=30 newdata fun 1der [1,] -0.3064 0.8743262 0.9247373 [2,] -0.2579 0.9192231 0.9258864 [3,] -0.2523 0.9244080 0.9258864 [4,] -0.2394 0.9363520 0.9258864 [5,] -0.2304 0.9446850 0.9258864 [6,] -0.2187 0.9555178 0.9258864 [7,] -0.2181 0.9560734 0.9258864 [8,] -0.2102 0.9633879 0.9258864 [9,] -0.2015 0.9714431 0.9258864 [10,] -0.1881 0.9838499 0.9258864 [11,] -0.1846 0.9870905 0.9258864 [12,] -0.1842 0.9874609 0.9258864 [13,] -0.1831 0.9884794 0.9258864 [14,] -0.1807 0.9907015 0.9258864 [15,] -0.1782 0.9930162 0.9258864 [16,] -0.1754 0.9956087 0.9258864 [17,] -0.1697 1.0008863 0.9258864 [18,] -0.1683 1.0021825 0.9258864 [19,] -0.1663 1.0040343 0.9258864 [20,] -0.1512 1.0180152 0.9258864 [21,] -0.1505 1.0186633 0.9258864 [22,] -0.1419 1.0266259 0.9258864 [23,] -0.1353 1.0327367 0.9258864 [24,] -0.1337 1.0342182 0.9258864 [25,] -0.1285 1.0390328 0.9258864 [26,] -0.1247 1.0425511 0.9258864 [27,] -0.1209 1.0460695 0.9258864 [28,] -0.1167 1.0499582 0.9258864 [29,] -0.1154 1.0511619 0.9258864 [30,] -0.1141 1.0523655 0.9258864 [31,] -0.1138 1.0526433 0.9258864 [32,] -0.1124 1.0539395 0.9258864 [33,] -0.1123 1.0540321 0.9258864 [34,] -0.1121 1.0542173 0.9258864 [35,] -0.1053 1.0605133 0.9258864 [36,] -0.1039 1.0618096 0.9258864 [37,] -0.0988 1.0665316 0.9258864 [38,] -0.0984 1.0669020 0.9258864 [39,] -0.0977 1.0675501 0.9258864 [40,] -0.0955 1.0695870 0.9258864 [41,] -0.0948 1.0702351 0.9258864 [42,] -0.0923 1.0725499 0.9258864 [43,] -0.0909 1.0738461 0.9258864 [44,] -0.0902 1.0744942 0.9258864 [45,] -0.0888 1.0757905 0.9258864 [46,] -0.0871 1.0773645 0.9258864 [47,] -0.0866 1.0778274 0.9258864 [48,] -0.0807 1.0832901 0.9258864 [49,] -0.0806 1.0833827 0.9258864 [50,] -0.0707 1.0925490 0.9258864 [51,] -0.0693 1.0938453 0.9258864 [52,] -0.0680 1.0950489 0.9258864 [53,] -0.0671 1.0958822 0.9258864 [54,] -0.0648 1.0980117 0.9258864 [55,] -0.0644 1.0983821 0.9258864 [56,] -0.0637 1.0990302 0.9258864 [57,] -0.0636 1.0991228 0.9258864 [58,] -0.0606 1.1019005 0.9258864 [59,] -0.0541 1.1079187 0.9258864 [60,] -0.0537 1.1082891 0.9258864 [61,] -0.0520 1.1098631 0.9258864 [62,] -0.0518 1.1100483 0.9258864 [63,] -0.0516 1.1102334 0.9258864 [64,] -0.0514 1.1104186 0.9258864 [65,] -0.0507 1.1110667 0.9258864 [66,] -0.0468 1.1146777 0.9258864 [67,] -0.0467 1.1147703 0.9258864 [68,] -0.0465 1.1149555 0.9258864 [69,] -0.0407 1.1203256 0.9258864 [70,] -0.0378 1.1230107 0.9258864 [71,] -0.0374 1.1233810 0.9258864 [72,] -0.0365 1.1242143 0.9258864 [73,] -0.0361 1.1245847 0.9258864 [74,] -0.0358 1.1248624 0.9258864 [75,] -0.0345 1.1260661 0.9258864 [76,] -0.0339 1.1266216 0.9258864 [77,] -0.0321 1.1282882 0.9258864 [78,] -0.0306 1.1296771 0.9258864 [79,] -0.0302 1.1300474 0.9258864 [80,] -0.0293 1.1308807 0.9258864 [81,] -0.0290 1.1311585 0.9258864 [82,] -0.0262 1.1337510 0.9258864 [83,] -0.0261 1.1338435 0.9258864 [84,] -0.0254 1.1344917 0.9258864 [85,] -0.0244 1.1354176 0.9258864 [86,] -0.0243 1.1355101 0.9258864 [87,] -0.0240 1.1357879 0.9258864 [88,] -0.0206 1.1389359 0.9258864 [89,] -0.0195 1.1399544 0.9258864 [90,] -0.0193 1.1401396 0.9258864 [91,] -0.0191 1.1403247 0.9258864 [92,] -0.0190 1.1404173 0.9258864 [93,] -0.0186 1.1407877 0.9258864 [94,] -0.0153 1.1438431 0.9258864 [95,] -0.0148 1.1443061 0.9258864 [96,] -0.0142 1.1448616 0.9258864 [97,] -0.0117 1.1471763 0.9258864 [98,] -0.0109 1.1479170 0.9258864 [99,] -0.0096 1.1491207 0.9258864 [100,] -0.0088 1.1498614 0.9258864 [101,] -0.0078 1.1507873 0.9258864 [102,] -0.0075 1.1510650 0.9258864 [103,] -0.0073 1.1512502 0.9258864 [104,] -0.0064 1.1520835 0.9258864 [105,] -0.0060 1.1524539 0.9258864 [106,] -0.0052 1.1531946 0.9258864 [107,] -0.0048 1.1535649 0.9258864 [108,] -0.0039 1.1543982 0.9258864 [109,] -0.0024 1.1557871 0.9258864 [110,] -0.0014 1.1567129 0.9258864 [111,] -0.0006 1.1574536 0.9258864 [112,] -0.0001 1.1579166 0.9258864 [113,] 0.0021 1.1599535 0.9258864 [114,] 0.0044 1.1620831 0.9258864 [115,] 0.0056 1.1631941 0.9258864 [116,] 0.0064 1.1639349 0.9258864 [117,] 0.0072 1.1646756 0.9258864 [118,] 0.0080 1.1654163 0.9258864 [119,] 0.0084 1.1657866 0.9258864 [120,] 0.0085 1.1658792 0.9258864 [121,] 0.0099 1.1671755 0.9258864 [122,] 0.0107 1.1679162 0.9258864 [123,] 0.0137 1.1706938 0.9258864 [124,] 0.0159 1.1727308 0.9258864 [125,] 0.0160 1.1728234 0.9258864 [126,] 0.0164 1.1731937 0.9258864 [127,] 0.0170 1.1737492 0.9258864 [128,] 0.0183 1.1749529 0.9258864 [129,] 0.0189 1.1755084 0.9258864 [130,] 0.0190 1.1756010 0.9258864 [131,] 0.0196 1.1761566 0.9258864 [132,] 0.0197 1.1762491 0.9258864 [133,] 0.0207 1.1771750 0.9258864 [134,] 0.0211 1.1775454 0.9258864 [135,] 0.0215 1.1779157 0.9258864 [136,] 0.0224 1.1787490 0.9258864 [137,] 0.0225 1.1788416 0.9258864 [138,] 0.0230 1.1793046 0.9258864 [139,] 0.0233 1.1795823 0.9258864 [140,] 0.0240 1.1802305 0.9258864 [141,] 0.0248 1.1809712 0.9258864 [142,] 0.0250 1.1811563 0.9258864 [143,] 0.0267 1.1827303 0.9258864 [144,] 0.0286 1.1844895 0.9258864 [145,] 0.0293 1.1851377 0.9258864 [146,] 0.0308 1.1865265 0.9258864 [147,] 0.0312 1.1868968 0.9258864 [148,] 0.0316 1.1872672 0.9258864 [149,] 0.0326 1.1881931 0.9258864 [150,] 0.0332 1.1887486 0.9258864 [151,] 0.0339 1.1893967 0.9258864 [152,] 0.0350 1.1904152 0.9258864 [153,] 0.0382 1.1933780 0.9258864 [154,] 0.0396 1.1946743 0.9258864 [155,] 0.0398 1.1948595 0.9258864 [156,] 0.0413 1.1962483 0.9258864 [157,] 0.0415 1.1964335 0.9258864 [158,] 0.0421 1.1969890 0.9258864 [159,] 0.0441 1.1988408 0.9258864 [160,] 0.0443 1.1990259 0.9258864 [161,] 0.0455 1.2001370 0.9258864 [162,] 0.0467 1.2012481 0.9258864 [163,] 0.0468 1.2013407 0.9258864 [164,] 0.0470 1.2015258 0.9258864 [165,] 0.0476 1.2020814 0.9258864 [166,] 0.0491 1.2034702 0.9258864 [167,] 0.0507 1.2049516 0.9258864 [168,] 0.0512 1.2054146 0.9258864 [169,] 0.0525 1.2066182 0.9258864 [170,] 0.0531 1.2071737 0.9258864 [171,] 0.0544 1.2083774 0.9258864 [172,] 0.0546 1.2085626 0.9258864 [173,] 0.0564 1.2102292 0.9258864 [174,] 0.0579 1.2116180 0.9258864 [175,] 0.0623 1.2156919 0.9258864 [176,] 0.0628 1.2161548 0.9258864 [177,] 0.0631 1.2164326 0.9258864 [178,] 0.0648 1.2180066 0.9258864 [179,] 0.0669 1.2199510 0.9258864 [180,] 0.0672 1.2202287 0.9258864 [181,] 0.0680 1.2209695 0.9258864 [182,] 0.0693 1.2221731 0.9258864 [183,] 0.0694 1.2222657 0.9258864 [184,] 0.0702 1.2230064 0.9258864 [185,] 0.0747 1.2271729 0.9258864 [186,] 0.0750 1.2274507 0.9258864 [187,] 0.0770 1.2293024 0.9258864 [188,] 0.0783 1.2305061 0.9258864 [189,] 0.0790 1.2311542 0.9258864 [190,] 0.0807 1.2327282 0.9258864 [191,] 0.0814 1.2333763 0.9258864 [192,] 0.0827 1.2345800 0.9258864 [193,] 0.0829 1.2347652 0.9258864 [194,] 0.0835 1.2353207 0.9258864 [195,] 0.0850 1.2367095 0.9258864 [196,] 0.0871 1.2386539 0.9258864 [197,] 0.0879 1.2393946 0.9258864 [198,] 0.0880 1.2394872 0.9258864 [199,] 0.0913 1.2425426 0.9258864 [200,] 0.0935 1.2445796 0.9258864 [201,] 0.0962 1.2470795 0.9258864 [202,] 0.1000 1.2505978 0.9258864 [203,] 0.1011 1.2516163 0.9258864 [204,] 0.1013 1.2518015 0.9258864 [205,] 0.1025 1.2529125 0.9258864 [206,] 0.1058 1.2559680 0.9258864 [207,] 0.1065 1.2566161 0.9258864 [208,] 0.1086 1.2585604 0.9258864 [209,] 0.1109 1.2606900 0.9258864 [210,] 0.1110 1.2607826 0.9258864 [211,] 0.1121 1.2618010 0.9258864 [212,] 0.1123 1.2619862 0.9258864 [213,] 0.1130 1.2626343 0.9258864 [214,] 0.1131 1.2627269 0.9258864 [215,] 0.1146 1.2641158 0.9258864 [216,] 0.1150 1.2644861 0.9258864 [217,] 0.1242 1.2730043 0.9258864 [218,] 0.1246 1.2733746 0.9258864 [219,] 0.1288 1.2772634 0.9258864 [220,] 0.1304 1.2787448 0.9258864 [221,] 0.1330 1.2811521 0.9258864 [222,] 0.1331 1.2812447 0.9258864 [223,] 0.1351 1.2830964 0.9258864 [224,] 0.1361 1.2840223 0.9258864 [225,] 0.1377 1.2855037 0.9258864 [226,] 0.1407 1.2882814 0.9258864 [227,] 0.1441 1.2914294 0.9258864 [228,] 0.1443 1.2916146 0.9258864 [229,] 0.1454 1.2926331 0.9258864 [230,] 0.1508 1.2976329 0.9258864 [231,] 0.1644 1.3102249 0.9258864 [232,] 0.1793 1.3240206 0.9258864 [233,] 0.1814 1.3259650 0.9258864 [234,] 0.1838 1.3281871 0.9258864 [235,] 0.1927 1.3364275 0.9258864 [236,] 0.1978 1.3411495 0.9258864 [237,] 0.2012 1.3442975 0.9258864 [238,] 0.2026 1.3455938 0.9258864 [239,] 0.2056 1.3483714 0.9258864 [240,] 0.2087 1.3512417 0.9258864 [241,] 0.2099 1.3523527 0.9258864 [242,] 0.2385 1.3788331 0.9258864 [243,] 0.2400 1.3802219 0.9258864 [244,] 0.2620 1.4005914 0.9258864 , , n=44 newdata fun 1der [1,] -0.3064 0.7842875 1.081397 [2,] -0.2579 0.8374339 1.110131 [3,] -0.2523 0.8436599 1.113418 [4,] -0.2394 0.8580717 1.120969 [5,] -0.2304 0.8681840 1.126217 [6,] -0.2187 0.8814006 1.133015 [7,] -0.2181 0.8820805 1.133363 [8,] -0.2102 0.8910521 1.137955 [9,] -0.2015 0.9009746 1.143082 [10,] -0.1881 0.9163456 1.151132 [11,] -0.1846 0.9203783 1.153265 [12,] -0.1842 0.9208397 1.153509 [13,] -0.1831 0.9221089 1.154183 [14,] -0.1807 0.9248807 1.155656 [15,] -0.1782 0.9277718 1.157197 [16,] -0.1754 0.9310143 1.158931 [17,] -0.1697 0.9376303 1.162466 [18,] -0.1683 0.9392584 1.163331 [19,] -0.1663 0.9415863 1.164563 [20,] -0.1512 0.9592415 1.173891 [21,] -0.1505 0.9600634 1.174326 [22,] -0.1419 0.9701856 1.179690 [23,] -0.1353 0.9779852 1.183829 [24,] -0.1337 0.9798801 1.184836 [25,] -0.1285 0.9860498 1.188116 [26,] -0.1247 0.9905692 1.190522 [27,] -0.1209 0.9950978 1.192934 [28,] -0.1167 1.0001137 1.195607 [29,] -0.1154 1.0016685 1.196437 [30,] -0.1141 1.0032244 1.197267 [31,] -0.1138 1.0035837 1.197459 [32,] -0.1124 1.0052607 1.198354 [33,] -0.1123 1.0053806 1.198418 [34,] -0.1121 1.0056203 1.198546 [35,] -0.1053 1.0137852 1.202907 [36,] -0.1039 1.0154699 1.203808 [37,] -0.0988 1.0216177 1.207097 [38,] -0.0984 1.0221006 1.207355 [39,] -0.0977 1.0229459 1.207808 [40,] -0.0955 1.0256046 1.209232 [41,] -0.0948 1.0264513 1.209685 [42,] -0.0923 1.0294775 1.211307 [43,] -0.0909 1.0311740 1.212216 [44,] -0.0902 1.0320227 1.212671 [45,] -0.0888 1.0337210 1.213582 [46,] -0.0871 1.0357851 1.214686 [47,] -0.0866 1.0363925 1.215011 [48,] -0.0807 1.0435724 1.218840 [49,] -0.0806 1.0436942 1.218904 [50,] -0.0707 1.0557931 1.225308 [51,] -0.0693 1.0575092 1.226212 [52,] -0.0680 1.0591038 1.227051 [53,] -0.0671 1.0602084 1.227631 [54,] -0.0648 1.0630337 1.229113 [55,] -0.0644 1.0635254 1.229371 [56,] -0.0637 1.0643861 1.229822 [57,] -0.0636 1.0645091 1.229886 [58,] -0.0606 1.0682016 1.231816 [59,] -0.0541 1.0762220 1.235991 [60,] -0.0537 1.0767164 1.236248 [61,] -0.0520 1.0788190 1.237338 [62,] -0.0518 1.0790665 1.237466 [63,] -0.0516 1.0793140 1.237594 [64,] -0.0514 1.0795615 1.237722 [65,] -0.0507 1.0804281 1.238171 [66,] -0.0468 1.0852618 1.240660 [67,] -0.0467 1.0853859 1.240724 [68,] -0.0465 1.0856340 1.240851 [69,] -0.0407 1.0928416 1.244503 [70,] -0.0378 1.0964533 1.246308 [71,] -0.0374 1.0969518 1.246556 [72,] -0.0365 1.0980740 1.247112 [73,] -0.0361 1.0985729 1.247359 [74,] -0.0358 1.0989471 1.247544 [75,] -0.0345 1.1005694 1.248344 [76,] -0.0339 1.1013185 1.248712 [77,] -0.0321 1.1035672 1.249813 [78,] -0.0306 1.1054426 1.250726 [79,] -0.0302 1.1059430 1.250969 [80,] -0.0293 1.1070691 1.251515 [81,] -0.0290 1.1074446 1.251696 [82,] -0.0262 1.1109517 1.253384 [83,] -0.0261 1.1110770 1.253444 [84,] -0.0254 1.1119546 1.253864 [85,] -0.0244 1.1132087 1.254464 [86,] -0.0243 1.1133342 1.254523 [87,] -0.0240 1.1137106 1.254703 [88,] -0.0206 1.1179800 1.256728 [89,] -0.0195 1.1193628 1.257379 [90,] -0.0193 1.1196143 1.257498 [91,] -0.0191 1.1198658 1.257616 [92,] -0.0190 1.1199915 1.257675 [93,] -0.0186 1.1204947 1.257911 [94,] -0.0153 1.1246490 1.259852 [95,] -0.0148 1.1252790 1.260145 [96,] -0.0142 1.1260352 1.260495 [97,] -0.0117 1.1291882 1.261952 [98,] -0.0109 1.1301980 1.262416 [99,] -0.0096 1.1318396 1.263169 [100,] -0.0088 1.1328503 1.263630 [101,] -0.0078 1.1341142 1.264207 [102,] -0.0075 1.1344935 1.264379 [103,] -0.0073 1.1347464 1.264494 [104,] -0.0064 1.1358847 1.265011 [105,] -0.0060 1.1363907 1.265240 [106,] -0.0052 1.1374031 1.265698 [107,] -0.0048 1.1379094 1.265927 [108,] -0.0039 1.1390490 1.266440 [109,] -0.0024 1.1409493 1.267294 [110,] -0.0014 1.1422169 1.267861 [111,] -0.0006 1.1432313 1.268314 [112,] -0.0001 1.1438656 1.268596 [113,] 0.0021 1.1466579 1.269835 [114,] 0.0044 1.1495800 1.271123 [115,] 0.0056 1.1511057 1.271792 [116,] 0.0064 1.1521233 1.272238 [117,] 0.0072 1.1531413 1.272682 [118,] 0.0080 1.1541596 1.273125 [119,] 0.0084 1.1546689 1.273346 [120,] 0.0085 1.1547962 1.273401 [121,] 0.0099 1.1565795 1.274174 [122,] 0.0107 1.1575991 1.274614 [123,] 0.0137 1.1614254 1.276257 [124,] 0.0159 1.1642345 1.277454 [125,] 0.0160 1.1643622 1.277508 [126,] 0.0164 1.1648732 1.277725 [127,] 0.0170 1.1656400 1.278050 [128,] 0.0183 1.1673019 1.278752 [129,] 0.0189 1.1680692 1.279076 [130,] 0.0190 1.1681972 1.279129 [131,] 0.0196 1.1689647 1.279452 [132,] 0.0197 1.1690927 1.279506 [133,] 0.0207 1.1703725 1.280042 [134,] 0.0211 1.1708845 1.280257 [135,] 0.0215 1.1713967 1.280471 [136,] 0.0224 1.1725493 1.280951 [137,] 0.0225 1.1726774 1.281005 [138,] 0.0230 1.1733180 1.281271 [139,] 0.0233 1.1737024 1.281431 [140,] 0.0240 1.1745995 1.281803 [141,] 0.0248 1.1756251 1.282228 [142,] 0.0250 1.1758816 1.282334 [143,] 0.0267 1.1780623 1.283233 [144,] 0.0286 1.1805014 1.284232 [145,] 0.0293 1.1814005 1.284600 [146,] 0.0308 1.1833280 1.285384 [147,] 0.0312 1.1838422 1.285592 [148,] 0.0316 1.1843564 1.285801 [149,] 0.0326 1.1856425 1.286320 [150,] 0.0332 1.1864144 1.286630 [151,] 0.0339 1.1873152 1.286992 [152,] 0.0350 1.1887312 1.287559 [153,] 0.0382 1.1928540 1.289194 [154,] 0.0396 1.1946593 1.289903 [155,] 0.0398 1.1949173 1.290005 [156,] 0.0413 1.1968529 1.290760 [157,] 0.0415 1.1971111 1.290861 [158,] 0.0421 1.1978857 1.291162 [159,] 0.0441 1.2004690 1.292160 [160,] 0.0443 1.2007274 1.292260 [161,] 0.0455 1.2022785 1.292855 [162,] 0.0467 1.2038303 1.293447 [163,] 0.0468 1.2039596 1.293497 [164,] 0.0470 1.2042183 1.293595 [165,] 0.0476 1.2049946 1.293890 [166,] 0.0491 1.2069360 1.294624 [167,] 0.0507 1.2090080 1.295403 [168,] 0.0512 1.2096558 1.295646 [169,] 0.0525 1.2113405 1.296274 [170,] 0.0531 1.2121184 1.296563 [171,] 0.0544 1.2138043 1.297187 [172,] 0.0546 1.2140637 1.297282 [173,] 0.0564 1.2163996 1.298140 [174,] 0.0579 1.2183474 1.298851 [175,] 0.0623 1.2240669 1.300911 [176,] 0.0628 1.2247174 1.301143 [177,] 0.0631 1.2251077 1.301282 [178,] 0.0648 1.2273206 1.302066 [179,] 0.0669 1.2300559 1.303027 [180,] 0.0672 1.2304469 1.303164 [181,] 0.0680 1.2314895 1.303528 [182,] 0.0693 1.2331845 1.304116 [183,] 0.0694 1.2333149 1.304161 [184,] 0.0702 1.2343584 1.304522 [185,] 0.0747 1.2402333 1.306528 [186,] 0.0750 1.2406252 1.306660 [187,] 0.0770 1.2432394 1.307539 [188,] 0.0783 1.2449396 1.308106 [189,] 0.0790 1.2458554 1.308410 [190,] 0.0807 1.2480803 1.309145 [191,] 0.0814 1.2489968 1.309446 [192,] 0.0827 1.2506995 1.310003 [193,] 0.0829 1.2509615 1.310088 [194,] 0.0835 1.2517476 1.310344 [195,] 0.0850 1.2537136 1.310980 [196,] 0.0871 1.2564676 1.311864 [197,] 0.0879 1.2575172 1.312199 [198,] 0.0880 1.2576484 1.312241 [199,] 0.0913 1.2619811 1.313609 [200,] 0.0935 1.2648720 1.314509 [201,] 0.0962 1.2684227 1.315603 [202,] 0.1000 1.2734249 1.317119 [203,] 0.1011 1.2748739 1.317553 [204,] 0.1013 1.2751374 1.317632 [205,] 0.1025 1.2767189 1.318102 [206,] 0.1058 1.2810707 1.319383 [207,] 0.1065 1.2819944 1.319652 [208,] 0.1086 1.2847665 1.320454 [209,] 0.1109 1.2878046 1.321323 [210,] 0.1110 1.2879367 1.321360 [211,] 0.1121 1.2893904 1.321772 [212,] 0.1123 1.2896548 1.321847 [213,] 0.1130 1.2905802 1.322108 [214,] 0.1131 1.2907124 1.322145 [215,] 0.1146 1.2926960 1.322701 [216,] 0.1150 1.2932251 1.322848 [217,] 0.1242 1.3054107 1.326159 [218,] 0.1246 1.3059412 1.326300 [219,] 0.1288 1.3115147 1.327757 [220,] 0.1304 1.3136395 1.328304 [221,] 0.1330 1.3170943 1.329182 [222,] 0.1331 1.3172272 1.329216 [223,] 0.1351 1.3198863 1.329883 [224,] 0.1361 1.3212163 1.330213 [225,] 0.1377 1.3233451 1.330739 [226,] 0.1407 1.3273388 1.331711 [227,] 0.1441 1.3318685 1.332794 [228,] 0.1443 1.3321350 1.332857 [229,] 0.1454 1.3336014 1.333202 [230,] 0.1508 1.3408052 1.334865 [231,] 0.1644 1.3589866 1.338819 [232,] 0.1793 1.3789649 1.342763 [233,] 0.1814 1.3817852 1.343287 [234,] 0.1838 1.3850098 1.343875 [235,] 0.1927 1.3969797 1.345968 [236,] 0.1978 1.4038471 1.347117 [237,] 0.2012 1.4084286 1.347867 [238,] 0.2026 1.4103158 1.348172 [239,] 0.2056 1.4143613 1.348820 [240,] 0.2087 1.4185436 1.349479 [241,] 0.2099 1.4201632 1.349731 [242,] 0.2385 1.4588470 1.355291 [243,] 0.2400 1.4608802 1.355558 [244,] 0.2620 1.4907446 1.359423 , , n=67 newdata fun 1der [1,] -0.3064 1.013659 0.6177474 [2,] -0.2579 1.044849 0.6678414 [3,] -0.2523 1.048604 0.6733090 [4,] -0.2394 1.057369 0.6856068 [5,] -0.2304 1.063577 0.6939411 [6,] -0.2187 1.071759 0.7044740 [7,] -0.2181 1.072181 0.7050050 [8,] -0.2102 1.077778 0.7118601 [9,] -0.2015 1.084003 0.7189674 [10,] -0.1881 1.093706 0.7290855 [11,] -0.1846 1.096262 0.7315926 [12,] -0.1842 1.096554 0.7318755 [13,] -0.1831 1.097360 0.7326498 [14,] -0.1807 1.099120 0.7343200 [15,] -0.1782 1.100958 0.7360317 [16,] -0.1754 1.103022 0.7379148 [17,] -0.1697 1.107239 0.7416373 [18,] -0.1683 1.108278 0.7425289 [19,] -0.1663 1.109764 0.7437869 [20,] -0.1512 1.121064 0.7526939 [21,] -0.1505 1.121591 0.7530815 [22,] -0.1419 1.128087 0.7576930 [23,] -0.1353 1.133099 0.7611333 [24,] -0.1337 1.134318 0.7619564 [25,] -0.1285 1.138287 0.7646021 [26,] -0.1247 1.141196 0.7665070 [27,] -0.1209 1.144112 0.7683880 [28,] -0.1167 1.147344 0.7704390 [29,] -0.1154 1.148346 0.7710679 [30,] -0.1141 1.149349 0.7716940 [31,] -0.1138 1.149580 0.7718381 [32,] -0.1124 1.150661 0.7725085 [33,] -0.1123 1.150738 0.7725563 [34,] -0.1121 1.150893 0.7726517 [35,] -0.1053 1.156158 0.7758583 [36,] -0.1039 1.157245 0.7765089 [37,] -0.0988 1.161211 0.7788515 [38,] -0.0984 1.161522 0.7790334 [39,] -0.0977 1.162068 0.7793511 [40,] -0.0955 1.163783 0.7803443 [41,] -0.0948 1.164330 0.7806587 [42,] -0.0923 1.166283 0.7817795 [43,] -0.0909 1.167378 0.7824057 [44,] -0.0902 1.167926 0.7827185 [45,] -0.0888 1.169022 0.7833457 [46,] -0.0871 1.170354 0.7841102 [47,] -0.0866 1.170746 0.7843356 [48,] -0.0807 1.175382 0.7870179 [49,] -0.0806 1.175460 0.7870638 [50,] -0.0707 1.183275 0.7917069 [51,] -0.0693 1.184384 0.7923794 [52,] -0.0680 1.185414 0.7930074 [53,] -0.0671 1.186128 0.7934442 [54,] -0.0648 1.187955 0.7945678 [55,] -0.0644 1.188272 0.7947643 [56,] -0.0637 1.188829 0.7951089 [57,] -0.0636 1.188908 0.7951582 [58,] -0.0606 1.191296 0.7966470 [59,] -0.0541 1.196485 0.7999350 [60,] -0.0537 1.196805 0.8001401 [61,] -0.0520 1.198166 0.8010154 [62,] -0.0518 1.198326 0.8011188 [63,] -0.0516 1.198486 0.8012222 [64,] -0.0514 1.198647 0.8013257 [65,] -0.0507 1.199208 0.8016887 [66,] -0.0468 1.202338 0.8037290 [67,] -0.0467 1.202419 0.8037817 [68,] -0.0465 1.202579 0.8038872 [69,] -0.0407 1.207251 0.8069816 [70,] -0.0378 1.209593 0.8085542 [71,] -0.0374 1.209917 0.8087724 [72,] -0.0365 1.210645 0.8092646 [73,] -0.0361 1.210969 0.8094839 [74,] -0.0358 1.211212 0.8096486 [75,] -0.0345 1.212265 0.8103643 [76,] -0.0339 1.212751 0.8106957 [77,] -0.0321 1.214211 0.8116945 [78,] -0.0306 1.215429 0.8125319 [79,] -0.0302 1.215754 0.8127561 [80,] -0.0293 1.216486 0.8132617 [81,] -0.0290 1.216730 0.8134306 [82,] -0.0262 1.219010 0.8150169 [83,] -0.0261 1.219091 0.8150739 [84,] -0.0254 1.219662 0.8154733 [85,] -0.0244 1.220478 0.8160458 [86,] -0.0243 1.220559 0.8161032 [87,] -0.0240 1.220804 0.8162754 [88,] -0.0206 1.223583 0.8182414 [89,] -0.0195 1.224483 0.8188828 [90,] -0.0193 1.224647 0.8189998 [91,] -0.0191 1.224811 0.8191168 [92,] -0.0190 1.224893 0.8191753 [93,] -0.0186 1.225221 0.8194097 [94,] -0.0153 1.227928 0.8213567 [95,] -0.0148 1.228339 0.8216537 [96,] -0.0142 1.228832 0.8220110 [97,] -0.0117 1.230889 0.8235080 [98,] -0.0109 1.231548 0.8239899 [99,] -0.0096 1.232619 0.8247761 [100,] -0.0088 1.233279 0.8252618 [101,] -0.0078 1.234105 0.8258708 [102,] -0.0075 1.234353 0.8260540 [103,] -0.0073 1.234518 0.8261762 [104,] -0.0064 1.235262 0.8267272 [105,] -0.0060 1.235592 0.8269726 [106,] -0.0052 1.236254 0.8274646 [107,] -0.0048 1.236585 0.8277112 [108,] -0.0039 1.237330 0.8282671 [109,] -0.0024 1.238574 0.8291977 [110,] -0.0014 1.239403 0.8298210 [111,] -0.0006 1.240067 0.8303225 [112,] -0.0001 1.240482 0.8306373 [113,] 0.0021 1.242311 0.8320359 [114,] 0.0044 1.244227 0.8335210 [115,] 0.0056 1.245227 0.8343052 [116,] 0.0064 1.245895 0.8348316 [117,] 0.0072 1.246563 0.8353608 [118,] 0.0080 1.247232 0.8358928 [119,] 0.0084 1.247566 0.8361599 [120,] 0.0085 1.247650 0.8362268 [121,] 0.0099 1.248821 0.8371678 [122,] 0.0107 1.249491 0.8377094 [123,] 0.0137 1.252007 0.8397658 [124,] 0.0159 1.253856 0.8412993 [125,] 0.0160 1.253940 0.8413695 [126,] 0.0164 1.254277 0.8416508 [127,] 0.0170 1.254782 0.8420741 [128,] 0.0183 1.255877 0.8429967 [129,] 0.0189 1.256383 0.8434251 [130,] 0.0190 1.256468 0.8434966 [131,] 0.0196 1.256974 0.8439268 [132,] 0.0197 1.257058 0.8439987 [133,] 0.0207 1.257903 0.8447197 [134,] 0.0211 1.258241 0.8450094 [135,] 0.0215 1.258579 0.8452997 [136,] 0.0224 1.259340 0.8459557 [137,] 0.0225 1.259424 0.8460288 [138,] 0.0230 1.259848 0.8463949 [139,] 0.0233 1.260101 0.8466152 [140,] 0.0240 1.260694 0.8471306 [141,] 0.0248 1.261372 0.8477224 [142,] 0.0250 1.261542 0.8478708 [143,] 0.0267 1.262984 0.8491392 [144,] 0.0286 1.264599 0.8505720 [145,] 0.0293 1.265195 0.8511040 [146,] 0.0308 1.266472 0.8522511 [147,] 0.0312 1.266813 0.8525587 [148,] 0.0316 1.267154 0.8528671 [149,] 0.0326 1.268007 0.8536410 [150,] 0.0332 1.268520 0.8541074 [151,] 0.0339 1.269118 0.8546537 [152,] 0.0350 1.270058 0.8555164 [153,] 0.0382 1.272800 0.8580569 [154,] 0.0396 1.274002 0.8591827 [155,] 0.0398 1.274174 0.8593442 [156,] 0.0413 1.275464 0.8605614 [157,] 0.0415 1.275636 0.8607244 [158,] 0.0421 1.276153 0.8612146 [159,] 0.0441 1.277877 0.8628601 [160,] 0.0443 1.278049 0.8630257 [161,] 0.0455 1.279086 0.8640226 [162,] 0.0467 1.280123 0.8650259 [163,] 0.0468 1.280209 0.8651098 [164,] 0.0470 1.280382 0.8652777 [165,] 0.0476 1.280902 0.8657825 [166,] 0.0491 1.282201 0.8670516 [167,] 0.0507 1.283590 0.8684163 [168,] 0.0512 1.284024 0.8688451 [169,] 0.0525 1.285154 0.8699652 [170,] 0.0531 1.285676 0.8704847 [171,] 0.0544 1.286809 0.8716157 [172,] 0.0546 1.286983 0.8717903 [173,] 0.0564 1.288554 0.8733702 [174,] 0.0579 1.289865 0.8746969 [175,] 0.0623 1.293722 0.8786388 [176,] 0.0628 1.294162 0.8790907 [177,] 0.0631 1.294425 0.8793621 [178,] 0.0648 1.295922 0.8809052 [179,] 0.0669 1.297774 0.8828226 [180,] 0.0672 1.298038 0.8830975 [181,] 0.0680 1.298745 0.8838320 [182,] 0.0693 1.299895 0.8850293 [183,] 0.0694 1.299983 0.8851216 [184,] 0.0702 1.300692 0.8858611 [185,] 0.0747 1.304688 0.8900587 [186,] 0.0750 1.304955 0.8903408 [187,] 0.0770 1.306737 0.8922293 [188,] 0.0783 1.307898 0.8934636 [189,] 0.0790 1.308524 0.8941306 [190,] 0.0807 1.310045 0.8957568 [191,] 0.0814 1.310672 0.8964291 [192,] 0.0827 1.311838 0.8976819 [193,] 0.0829 1.312018 0.8978751 [194,] 0.0835 1.312557 0.8984556 [195,] 0.0850 1.313906 0.8999117 [196,] 0.0871 1.315798 0.9019625 [197,] 0.0879 1.316520 0.9027475 [198,] 0.0880 1.316610 0.9028457 [199,] 0.0913 1.319595 0.9060997 [200,] 0.0935 1.321590 0.9082807 [201,] 0.0962 1.324046 0.9109702 [202,] 0.1000 1.327515 0.9147792 [203,] 0.1011 1.328522 0.9158870 [204,] 0.1013 1.328705 0.9160887 [205,] 0.1025 1.329805 0.9173003 [206,] 0.1058 1.332838 0.9206467 [207,] 0.1065 1.333483 0.9213592 [208,] 0.1086 1.335420 0.9235025 [209,] 0.1109 1.337547 0.9258597 [210,] 0.1110 1.337639 0.9259624 [211,] 0.1121 1.338658 0.9270935 [212,] 0.1123 1.338844 0.9272995 [213,] 0.1130 1.339493 0.9280208 [214,] 0.1131 1.339586 0.9281239 [215,] 0.1146 1.340979 0.9296731 [216,] 0.1150 1.341351 0.9300869 [217,] 0.1242 1.349952 0.9396905 [218,] 0.1246 1.350328 0.9401118 [219,] 0.1288 1.354286 0.9445536 [220,] 0.1304 1.355798 0.9462547 [221,] 0.1330 1.358262 0.9490320 [222,] 0.1331 1.358357 0.9491391 [223,] 0.1351 1.360258 0.9512872 [224,] 0.1361 1.361210 0.9523650 [225,] 0.1377 1.362735 0.9540944 [226,] 0.1407 1.365602 0.9573540 [227,] 0.1441 1.368863 0.9610748 [228,] 0.1443 1.369055 0.9612946 [229,] 0.1454 1.370113 0.9625050 [230,] 0.1508 1.375327 0.9684899 [231,] 0.1644 1.388603 0.9838664 [232,] 0.1793 1.403389 1.0008666 [233,] 0.1814 1.405493 1.0032641 [234,] 0.1838 1.407904 1.0060045 [235,] 0.1927 1.416903 1.0161709 [236,] 0.1978 1.422100 1.0219910 [237,] 0.2012 1.425582 1.0258530 [238,] 0.2026 1.427019 1.0274388 [239,] 0.2056 1.430106 1.0308283 [240,] 0.2087 1.433307 1.0343191 [241,] 0.2099 1.434549 1.0356672 [242,] 0.2385 1.464624 1.0674355 [243,] 0.2400 1.466227 1.0691197 [244,] 0.2620 1.490024 1.0944992 , , n=100 newdata fun 1der [1,] -0.3064 0.6021753 0.9814183 [2,] -0.2579 0.6504005 1.0086055 [3,] -0.2523 0.6560589 1.0122607 [4,] -0.2394 0.6691738 1.0211963 [5,] -0.2304 0.6783945 1.0279012 [6,] -0.2187 0.6904747 1.0371970 [7,] -0.2181 0.6910971 1.0376913 [8,] -0.2102 0.6993211 1.0443609 [9,] -0.2015 0.7084402 1.0520745 [10,] -0.1881 0.7226221 1.0647509 [11,] -0.1846 0.7263547 1.0681737 [12,] -0.1842 0.7267821 1.0685675 [13,] -0.1831 0.7279581 1.0696535 [14,] -0.1807 0.7305281 1.0720408 [15,] -0.1782 0.7332114 1.0745560 [16,] -0.1754 0.7362241 1.0774076 [17,] -0.1697 0.7423821 1.0833251 [18,] -0.1683 0.7438998 1.0848015 [19,] -0.1663 0.7460715 1.0869258 [20,] -0.1512 0.7626080 1.1034722 [21,] -0.1505 0.7633807 1.1042561 [22,] -0.1419 0.7729189 1.1139299 [23,] -0.1353 0.7802954 1.1213818 [24,] -0.1337 0.7820911 1.1231919 [25,] -0.1285 0.7879470 1.1290839 [26,] -0.1247 0.7922457 1.1333987 [27,] -0.1209 0.7965608 1.1377212 [28,] -0.1167 0.8013493 1.1425077 [29,] -0.1154 0.8028355 1.1439912 [30,] -0.1141 0.8043237 1.1454755 [31,] -0.1138 0.8046674 1.1458182 [32,] -0.1124 0.8062726 1.1474180 [33,] -0.1123 0.8063874 1.1475323 [34,] -0.1121 0.8066169 1.1477609 [35,] -0.1053 0.8144481 1.1555472 [36,] -0.1039 0.8160670 1.1571533 [37,] -0.0988 0.8219834 1.1630130 [38,] -0.0984 0.8224487 1.1634732 [39,] -0.0977 0.8232635 1.1642787 [40,] -0.0955 0.8258277 1.1668120 [41,] -0.0948 0.8266447 1.1676186 [42,] -0.0923 0.8295674 1.1705014 [43,] -0.0909 0.8312072 1.1721172 [44,] -0.0902 0.8320280 1.1729255 [45,] -0.0888 0.8336712 1.1745429 [46,] -0.0871 0.8356696 1.1765083 [47,] -0.0866 0.8362580 1.1770867 [48,] -0.0807 0.8432229 1.1839213 [49,] -0.0806 0.8433413 1.1840373 [50,] -0.0707 0.8551202 1.1955479 [51,] -0.0693 0.8567951 1.1971799 [52,] -0.0680 0.8583525 1.1986962 [53,] -0.0671 0.8594318 1.1997465 [54,] -0.0648 0.8621943 1.2024326 [55,] -0.0644 0.8626753 1.2029001 [56,] -0.0637 0.8635177 1.2037183 [57,] -0.0636 0.8636380 1.2038352 [58,] -0.0606 0.8672548 1.2073449 [59,] -0.0541 0.8751273 1.2149659 [60,] -0.0537 0.8756134 1.2154356 [61,] -0.0520 0.8776813 1.2174329 [62,] -0.0518 0.8779248 1.2176679 [63,] -0.0516 0.8781684 1.2179030 [64,] -0.0514 0.8784120 1.2181382 [65,] -0.0507 0.8792650 1.2189612 [66,] -0.0468 0.8840279 1.2235517 [67,] -0.0467 0.8841502 1.2236695 [68,] -0.0465 0.8843950 1.2239052 [69,] -0.0407 0.8915135 1.2307532 [70,] -0.0378 0.8950877 1.2341962 [71,] -0.0374 0.8955814 1.2346722 [72,] -0.0365 0.8966931 1.2357442 [73,] -0.0361 0.8971875 1.2362211 [74,] -0.0358 0.8975584 1.2365790 [75,] -0.0345 0.8991670 1.2381314 [76,] -0.0339 0.8999101 1.2388489 [77,] -0.0321 0.9021419 1.2410050 [78,] -0.0306 0.9040048 1.2428052 [79,] -0.0302 0.9045020 1.2432853 [80,] -0.0293 0.9056215 1.2443656 [81,] -0.0290 0.9059948 1.2447257 [82,] -0.0262 0.9094848 1.2480869 [83,] -0.0261 0.9096096 1.2482069 [84,] -0.0254 0.9104836 1.2490473 [85,] -0.0244 0.9117333 1.2502478 [86,] -0.0243 0.9118583 1.2503678 [87,] -0.0240 0.9122335 1.2507280 [88,] -0.0206 0.9164929 1.2548100 [89,] -0.0195 0.9178739 1.2561308 [90,] -0.0193 0.9181251 1.2563709 [91,] -0.0191 0.9183764 1.2566111 [92,] -0.0190 0.9185021 1.2567312 [93,] -0.0186 0.9190049 1.2572114 [94,] -0.0153 0.9231602 1.2611778 [95,] -0.0148 0.9237910 1.2617805 [96,] -0.0142 0.9245483 1.2625044 [97,] -0.0117 0.9277083 1.2655295 [98,] -0.0109 0.9287211 1.2665005 [99,] -0.0096 0.9303686 1.2680812 [100,] -0.0088 0.9313834 1.2690559 [101,] -0.0078 0.9326531 1.2702762 [102,] -0.0075 0.9330343 1.2706427 [103,] -0.0073 0.9332884 1.2708872 [104,] -0.0064 0.9344327 1.2719883 [105,] -0.0060 0.9349416 1.2724783 [106,] -0.0052 0.9359600 1.2734593 [107,] -0.0048 0.9364694 1.2739503 [108,] -0.0039 0.9376165 1.2750564 [109,] -0.0024 0.9395305 1.2769039 [110,] -0.0014 0.9408080 1.2781385 [111,] -0.0006 0.9418309 1.2791282 [112,] -0.0001 0.9424706 1.2797477 [113,] 0.0021 0.9452891 1.2824816 [114,] 0.0044 0.9482421 1.2853542 [115,] 0.0056 0.9497854 1.2868588 [116,] 0.0064 0.9508153 1.2878641 [117,] 0.0072 0.9518460 1.2888711 [118,] 0.0080 0.9528775 1.2898799 [119,] 0.0084 0.9533935 1.2903850 [120,] 0.0085 0.9535226 1.2905114 [121,] 0.0099 0.9553305 1.2922830 [122,] 0.0107 0.9563648 1.2932979 [123,] 0.0137 0.9602504 1.2971193 [124,] 0.0159 0.9631072 1.2999376 [125,] 0.0160 0.9632372 1.3000660 [126,] 0.0164 0.9637573 1.3005800 [127,] 0.0170 0.9645379 1.3013518 [128,] 0.0183 0.9662307 1.3030274 [129,] 0.0189 0.9670128 1.3038024 [130,] 0.0190 0.9671431 1.3039317 [131,] 0.0196 0.9679257 1.3047078 [132,] 0.0197 0.9680562 1.3048372 [133,] 0.0207 0.9693617 1.3061333 [134,] 0.0211 0.9698843 1.3066525 [135,] 0.0215 0.9704070 1.3071721 [136,] 0.0224 0.9715840 1.3083429 [137,] 0.0225 0.9717148 1.3084732 [138,] 0.0230 0.9723692 1.3091247 [139,] 0.0233 0.9727620 1.3095160 [140,] 0.0240 0.9736790 1.3104299 [141,] 0.0248 0.9747278 1.3114761 [142,] 0.0250 0.9749901 1.3117379 [143,] 0.0267 0.9772219 1.3139679 [144,] 0.0286 0.9797209 1.3164697 [145,] 0.0293 0.9806427 1.3173940 [146,] 0.0308 0.9826203 1.3193791 [147,] 0.0312 0.9831482 1.3199095 [148,] 0.0316 0.9836762 1.3204404 [149,] 0.0326 0.9849973 1.3217695 [150,] 0.0332 0.9857906 1.3225683 [151,] 0.0339 0.9867168 1.3235012 [152,] 0.0350 0.9881734 1.3249694 [153,] 0.0382 0.9924202 1.3292554 [154,] 0.0396 0.9942824 1.3311375 [155,] 0.0398 0.9945487 1.3314067 [156,] 0.0413 0.9965473 1.3334285 [157,] 0.0415 0.9968140 1.3336985 [158,] 0.0421 0.9976145 1.3345088 [159,] 0.0441 1.0002862 1.3372156 [160,] 0.0443 1.0005537 1.3374867 [161,] 0.0455 1.0021596 1.3391155 [162,] 0.0467 1.0037676 1.3407474 [163,] 0.0468 1.0039016 1.3408836 [164,] 0.0470 1.0041699 1.3411559 [165,] 0.0476 1.0049748 1.3419735 [166,] 0.0491 1.0069893 1.3440211 [167,] 0.0507 1.0091415 1.3462108 [168,] 0.0512 1.0098147 1.3468962 [169,] 0.0525 1.0115669 1.3486810 [170,] 0.0531 1.0123763 1.3495061 [171,] 0.0544 1.0141318 1.3512968 [172,] 0.0546 1.0144021 1.3515729 [173,] 0.0564 1.0168372 1.3540643 [174,] 0.0579 1.0188699 1.3561502 [175,] 0.0623 1.0248505 1.3623197 [176,] 0.0628 1.0255318 1.3630256 [177,] 0.0631 1.0259408 1.3634495 [178,] 0.0648 1.0282607 1.3658586 [179,] 0.0669 1.0311321 1.3688499 [180,] 0.0672 1.0315429 1.3692786 [181,] 0.0680 1.0326387 1.3704229 [182,] 0.0693 1.0344215 1.3722852 [183,] 0.0694 1.0345587 1.3724286 [184,] 0.0702 1.0356571 1.3735765 [185,] 0.0747 1.0418528 1.3800585 [186,] 0.0750 1.0422669 1.3804921 [187,] 0.0770 1.0450308 1.3833877 [188,] 0.0783 1.0468304 1.3852743 [189,] 0.0790 1.0478004 1.3862917 [190,] 0.0807 1.0501592 1.3887666 [191,] 0.0814 1.0511317 1.3897874 [192,] 0.0827 1.0529397 1.3916859 [193,] 0.0829 1.0532180 1.3919783 [194,] 0.0835 1.0540535 1.3928559 [195,] 0.0850 1.0561444 1.3950534 [196,] 0.0871 1.0590773 1.3981377 [197,] 0.0879 1.0601963 1.3993144 [198,] 0.0880 1.0603362 1.3994615 [199,] 0.0913 1.0649624 1.4043183 [200,] 0.0935 1.0680555 1.4075584 [201,] 0.0962 1.0718613 1.4115373 [202,] 0.1000 1.0772358 1.4171419 [203,] 0.1011 1.0787955 1.4187652 [204,] 0.1013 1.0790793 1.4190604 [205,] 0.1025 1.0807832 1.4208320 [206,] 0.1058 1.0854800 1.4257068 [207,] 0.1065 1.0864784 1.4267414 [208,] 0.1086 1.0894778 1.4298465 [209,] 0.1109 1.0927704 1.4332494 [210,] 0.1110 1.0929137 1.4333974 [211,] 0.1121 1.0944913 1.4350257 [212,] 0.1123 1.0947784 1.4353219 [213,] 0.1130 1.0957834 1.4363584 [214,] 0.1131 1.0959271 1.4365065 [215,] 0.1146 1.0980835 1.4387277 [216,] 0.1150 1.0986591 1.4393198 [217,] 0.1242 1.1119633 1.4528889 [218,] 0.1246 1.1125446 1.4534765 [219,] 0.1288 1.1186622 1.4596278 [220,] 0.1304 1.1209994 1.4619624 [221,] 0.1330 1.1248054 1.4657458 [222,] 0.1331 1.1249520 1.4658910 [223,] 0.1351 1.1278867 1.4687910 [224,] 0.1361 1.1293562 1.4702350 [225,] 0.1377 1.1317104 1.4725367 [226,] 0.1407 1.1361345 1.4768229 [227,] 0.1441 1.1411639 1.4816342 [228,] 0.1443 1.1414602 1.4819155 [229,] 0.1454 1.1430912 1.4834594 [230,] 0.1508 1.1511222 1.4909467 [231,] 0.1644 1.1715237 1.5091145 [232,] 0.1793 1.1941507 1.5279037 [233,] 0.1814 1.1973620 1.5304780 [234,] 0.1838 1.2010387 1.5334039 [235,] 0.1927 1.2147339 1.5441572 [236,] 0.1978 1.2226247 1.5502505 [237,] 0.2012 1.2279024 1.5542849 [238,] 0.2026 1.2300796 1.5559396 [239,] 0.2056 1.2347527 1.5594728 [240,] 0.2087 1.2395927 1.5631056 [241,] 0.2099 1.2414693 1.5645066 [242,] 0.2385 1.2866878 1.5976398 [243,] 0.2400 1.2890856 1.5993865 [244,] 0.2620 1.3245554 1.6251983 , , n=150 newdata fun 1der [1,] -0.3064 0.7059082 0.9351141 [2,] -0.2579 0.7516682 0.9517689 [3,] -0.2523 0.7570033 0.9536534 [4,] -0.2394 0.7693333 0.9579202 [5,] -0.2304 0.7779672 0.9607117 [6,] -0.2187 0.7892277 0.9641015 [7,] -0.2181 0.7898062 0.9642681 [8,] -0.2102 0.7974324 0.9663947 [9,] -0.2015 0.8058497 0.9685941 [10,] -0.1881 0.8188500 0.9716980 [11,] -0.1846 0.8222523 0.9724587 [12,] -0.1842 0.8226413 0.9725444 [13,] -0.1831 0.8237112 0.9727787 [14,] -0.1807 0.8260465 0.9732829 [15,] -0.1782 0.8284803 0.9737983 [16,] -0.1754 0.8312078 0.9743608 [17,] -0.1697 0.8367648 0.9754481 [18,] -0.1683 0.8381306 0.9756994 [19,] -0.1663 0.8400823 0.9760471 [20,] -0.1512 0.8548382 0.9782782 [21,] -0.1505 0.8555230 0.9783736 [22,] -0.1419 0.8639424 0.9796520 [23,] -0.1353 0.8704117 0.9807660 [24,] -0.1337 0.8719812 0.9810535 [25,] -0.1285 0.8770852 0.9820345 [26,] -0.1247 0.8808183 0.9827896 [27,] -0.1209 0.8845544 0.9835700 [28,] -0.1167 0.8886873 0.9844619 [29,] -0.1154 0.8899673 0.9847444 [30,] -0.1141 0.8912476 0.9850308 [31,] -0.1138 0.8915431 0.9850974 [32,] -0.1124 0.8929225 0.9854111 [33,] -0.1123 0.8930210 0.9854337 [34,] -0.1121 0.8932181 0.9854790 [35,] -0.1053 0.8999247 0.9870790 [36,] -0.1039 0.9013069 0.9874194 [37,] -0.0988 0.9063459 0.9886840 [38,] -0.0984 0.9067414 0.9887850 [39,] -0.0977 0.9074336 0.9889626 [40,] -0.0955 0.9096100 0.9895259 [41,] -0.0948 0.9103027 0.9897069 [42,] -0.0923 0.9127778 0.9903602 [43,] -0.0909 0.9141646 0.9907307 [44,] -0.0902 0.9148581 0.9909172 [45,] -0.0888 0.9162457 0.9912927 [46,] -0.0871 0.9179313 0.9917532 [47,] -0.0866 0.9184272 0.9918896 [48,] -0.0807 0.9242841 0.9935314 [49,] -0.0806 0.9243835 0.9935598 [50,] -0.0707 0.9342340 0.9964903 [51,] -0.0693 0.9356294 0.9969240 [52,] -0.0680 0.9369257 0.9973310 [53,] -0.0671 0.9378234 0.9976152 [54,] -0.0648 0.9401188 0.9983505 [55,] -0.0644 0.9405181 0.9984797 [56,] -0.0637 0.9412172 0.9987068 [57,] -0.0636 0.9413170 0.9987395 [58,] -0.0606 0.9443147 0.9997410 [59,] -0.0541 0.9508205 1.0020606 [60,] -0.0537 0.9512213 1.0022100 [61,] -0.0520 0.9529256 1.0028538 [62,] -0.0518 0.9531262 1.0029304 [63,] -0.0516 0.9533268 1.0030073 [64,] -0.0514 0.9535274 1.0030843 [65,] -0.0507 0.9542297 1.0033555 [66,] -0.0468 0.9581458 1.0049098 [67,] -0.0467 0.9582463 1.0049507 [68,] -0.0465 0.9584473 1.0050324 [69,] -0.0407 0.9642835 1.0074888 [70,] -0.0378 0.9672071 1.0087781 [71,] -0.0374 0.9676106 1.0089592 [72,] -0.0365 0.9685189 1.0093693 [73,] -0.0361 0.9689227 1.0095529 [74,] -0.0358 0.9692255 1.0096911 [75,] -0.0345 0.9705385 1.0102949 [76,] -0.0339 0.9711448 1.0105763 [77,] -0.0321 0.9729646 1.0114311 [78,] -0.0306 0.9744823 1.0121554 [79,] -0.0302 0.9748872 1.0123504 [80,] -0.0293 0.9757985 1.0127920 [81,] -0.0290 0.9761024 1.0129401 [82,] -0.0262 0.9789405 1.0143430 [83,] -0.0261 0.9790420 1.0143938 [84,] -0.0254 0.9797522 1.0147509 [85,] -0.0244 0.9807672 1.0152650 [86,] -0.0243 0.9808687 1.0153167 [87,] -0.0240 0.9811733 1.0154720 [88,] -0.0206 0.9846290 1.0172630 [89,] -0.0195 0.9857483 1.0178544 [90,] -0.0193 0.9859519 1.0179626 [91,] -0.0191 0.9861555 1.0180709 [92,] -0.0190 0.9862573 1.0181252 [93,] -0.0186 0.9866646 1.0183427 [94,] -0.0153 0.9900281 1.0201665 [95,] -0.0148 0.9905383 1.0204475 [96,] -0.0142 0.9911506 1.0207862 [97,] -0.0117 0.9937044 1.0222164 [98,] -0.0109 0.9945223 1.0226804 [99,] -0.0096 0.9958523 1.0234411 [100,] -0.0088 0.9966713 1.0239133 [101,] -0.0078 0.9976955 1.0245079 [102,] -0.0075 0.9980028 1.0246873 [103,] -0.0073 0.9982078 1.0248071 [104,] -0.0064 0.9991304 1.0253485 [105,] -0.0060 0.9995405 1.0255904 [106,] -0.0052 1.0003612 1.0260766 [107,] -0.0048 1.0007717 1.0263208 [108,] -0.0039 1.0016956 1.0268732 [109,] -0.0024 1.0032366 1.0278026 [110,] -0.0014 1.0042648 1.0284282 [111,] -0.0006 1.0050877 1.0289322 [112,] -0.0001 1.0056022 1.0292488 [113,] 0.0021 1.0078681 1.0306561 [114,] 0.0044 1.0102404 1.0321524 [115,] 0.0056 1.0114794 1.0329432 [116,] 0.0064 1.0123060 1.0334742 [117,] 0.0072 1.0131330 1.0340083 [118,] 0.0080 1.0139604 1.0345454 [119,] 0.0084 1.0143743 1.0348151 [120,] 0.0085 1.0144778 1.0348826 [121,] 0.0099 1.0159273 1.0358333 [122,] 0.0107 1.0167561 1.0363807 [123,] 0.0137 1.0198684 1.0384608 [124,] 0.0159 1.0221547 1.0400135 [125,] 0.0160 1.0222587 1.0400846 [126,] 0.0164 1.0226748 1.0403696 [127,] 0.0170 1.0232992 1.0407985 [128,] 0.0183 1.0246528 1.0417337 [129,] 0.0189 1.0252780 1.0421681 [130,] 0.0190 1.0253822 1.0422406 [131,] 0.0196 1.0260077 1.0426770 [132,] 0.0197 1.0261119 1.0427499 [133,] 0.0207 1.0271550 1.0434815 [134,] 0.0211 1.0275725 1.0437754 [135,] 0.0215 1.0279901 1.0440702 [136,] 0.0224 1.0289300 1.0447361 [137,] 0.0225 1.0290345 1.0448103 [138,] 0.0230 1.0295570 1.0451822 [139,] 0.0233 1.0298706 1.0454059 [140,] 0.0240 1.0306026 1.0459294 [141,] 0.0248 1.0314395 1.0465300 [142,] 0.0250 1.0316489 1.0466805 [143,] 0.0267 1.0334293 1.0479646 [144,] 0.0286 1.0354218 1.0494067 [145,] 0.0293 1.0361566 1.0499398 [146,] 0.0308 1.0377324 1.0510853 [147,] 0.0312 1.0381529 1.0513912 [148,] 0.0316 1.0385735 1.0516975 [149,] 0.0326 1.0396255 1.0524639 [150,] 0.0332 1.0402572 1.0529245 [151,] 0.0339 1.0409944 1.0534624 [152,] 0.0350 1.0421537 1.0543090 [153,] 0.0382 1.0455314 1.0567814 [154,] 0.0396 1.0470117 1.0578674 [155,] 0.0398 1.0472233 1.0580227 [156,] 0.0413 1.0488112 1.0591897 [157,] 0.0415 1.0490230 1.0593456 [158,] 0.0421 1.0496588 1.0598134 [159,] 0.0441 1.0517800 1.0613763 [160,] 0.0443 1.0519922 1.0615329 [161,] 0.0455 1.0532667 1.0624736 [162,] 0.0467 1.0545422 1.0634162 [163,] 0.0468 1.0546485 1.0634949 [164,] 0.0470 1.0548612 1.0636522 [165,] 0.0476 1.0554996 1.0641245 [166,] 0.0491 1.0570967 1.0653074 [167,] 0.0507 1.0588022 1.0665728 [168,] 0.0512 1.0593355 1.0669694 [169,] 0.0525 1.0607233 1.0680029 [170,] 0.0531 1.0613642 1.0684812 [171,] 0.0544 1.0627539 1.0695202 [172,] 0.0546 1.0629678 1.0696803 [173,] 0.0564 1.0648946 1.0711259 [174,] 0.0579 1.0665022 1.0723360 [175,] 0.0623 1.0712283 1.0759151 [176,] 0.0628 1.0717664 1.0763250 [177,] 0.0631 1.0720893 1.0765712 [178,] 0.0648 1.0739206 1.0779711 [179,] 0.0669 1.0761862 1.0797110 [180,] 0.0672 1.0765102 1.0799606 [181,] 0.0680 1.0773744 1.0806272 [182,] 0.0693 1.0787799 1.0817141 [183,] 0.0694 1.0788881 1.0817979 [184,] 0.0702 1.0797538 1.0824693 [185,] 0.0747 1.0846335 1.0862776 [186,] 0.0750 1.0849594 1.0865335 [187,] 0.0770 1.0871342 1.0882452 [188,] 0.0783 1.0885496 1.0893640 [189,] 0.0790 1.0893124 1.0899685 [190,] 0.0807 1.0911666 1.0914425 [191,] 0.0814 1.0919308 1.0920519 [192,] 0.0827 1.0933512 1.0931876 [193,] 0.0829 1.0935699 1.0933627 [194,] 0.0835 1.0942260 1.0938889 [195,] 0.0850 1.0958679 1.0952089 [196,] 0.0871 1.0981697 1.0970681 [197,] 0.0879 1.0990477 1.0977798 [198,] 0.0880 1.0991575 1.0978689 [199,] 0.0913 1.1027853 1.1008255 [200,] 0.0935 1.1052093 1.1028144 [201,] 0.0962 1.1081902 1.1052747 [202,] 0.1000 1.1123969 1.1087740 [203,] 0.1011 1.1136171 1.1097953 [204,] 0.1013 1.1138391 1.1099814 [205,] 0.1025 1.1151717 1.1111007 [206,] 0.1058 1.1188435 1.1142021 [207,] 0.1065 1.1196236 1.1148644 [208,] 0.1086 1.1219670 1.1168605 [209,] 0.1109 1.1245383 1.1190629 [210,] 0.1110 1.1246502 1.1191590 [211,] 0.1121 1.1258818 1.1202185 [212,] 0.1123 1.1261059 1.1204116 [213,] 0.1130 1.1268904 1.1210883 [214,] 0.1131 1.1270025 1.1211851 [215,] 0.1146 1.1286854 1.1226408 [216,] 0.1150 1.1291345 1.1230302 [217,] 0.1242 1.1395081 1.1321260 [218,] 0.1246 1.1399610 1.1325275 [219,] 0.1288 1.1447265 1.1367725 [220,] 0.1304 1.1465466 1.1384027 [221,] 0.1330 1.1495099 1.1410668 [222,] 0.1331 1.1496241 1.1411697 [223,] 0.1351 1.1519085 1.1432324 [224,] 0.1361 1.1530522 1.1442679 [225,] 0.1377 1.1548844 1.1459305 [226,] 0.1407 1.1583268 1.1490626 [227,] 0.1441 1.1622397 1.1526274 [228,] 0.1443 1.1624703 1.1528376 [229,] 0.1454 1.1637390 1.1539946 [230,] 0.1508 1.1699860 1.1596984 [231,] 0.1644 1.1858565 1.1742401 [232,] 0.1793 1.2034742 1.1906856 [233,] 0.1814 1.2059771 1.1930674 [234,] 0.1838 1.2088438 1.1958088 [235,] 0.1927 1.2195323 1.2061547 [236,] 0.1978 1.2256991 1.2122109 [237,] 0.2012 1.2298275 1.2163000 [238,] 0.2026 1.2315315 1.2179958 [239,] 0.2056 1.2351910 1.2216532 [240,] 0.2087 1.2389840 1.2254664 [241,] 0.2099 1.2404555 1.2269517 [242,] 0.2385 1.2760589 1.2626335 [243,] 0.2400 1.2779543 1.2644480 [244,] 0.2620 1.3060546 1.2897009 , , n=220 newdata fun 1der [1,] -0.3064 0.7678700 0.6496541 [2,] -0.2579 0.8000439 0.6753212 [3,] -0.2523 0.8038327 0.6778348 [4,] -0.2394 0.8126139 0.6835940 [5,] -0.2304 0.8187843 0.6876135 [6,] -0.2187 0.8268601 0.6928833 [7,] -0.2181 0.8272759 0.6931575 [8,] -0.2102 0.8327662 0.6968047 [9,] -0.2015 0.8388462 0.7008995 [10,] -0.1881 0.8482814 0.7073649 [11,] -0.1846 0.8507601 0.7090796 [12,] -0.1842 0.8510438 0.7092762 [13,] -0.1831 0.8518243 0.7098173 [14,] -0.1807 0.8535293 0.7110011 [15,] -0.1782 0.8553083 0.7122387 [16,] -0.1754 0.8573045 0.7136303 [17,] -0.1697 0.8613804 0.7164812 [18,] -0.1683 0.8623839 0.7171851 [19,] -0.1663 0.8638193 0.7181932 [20,] -0.1512 0.8747220 0.7259038 [21,] -0.1505 0.8752303 0.7262666 [22,] -0.1419 0.8814954 0.7307600 [23,] -0.1353 0.8863299 0.7342464 [24,] -0.1337 0.8875054 0.7350965 [25,] -0.1285 0.8913351 0.7378725 [26,] -0.1247 0.8941429 0.7399139 [27,] -0.1209 0.8969585 0.7419662 [28,] -0.1167 0.9000795 0.7442470 [29,] -0.1154 0.9010475 0.7449553 [30,] -0.1141 0.9020164 0.7456612 [31,] -0.1138 0.9022401 0.7458237 [32,] -0.1124 0.9032848 0.7465800 [33,] -0.1123 0.9033595 0.7466339 [34,] -0.1121 0.9035088 0.7467416 [35,] -0.1053 0.9085991 0.7503856 [36,] -0.1039 0.9096501 0.7511318 [37,] -0.0988 0.9134878 0.7538373 [38,] -0.0984 0.9137894 0.7540484 [39,] -0.0977 0.9143173 0.7544175 [40,] -0.0955 0.9159783 0.7555732 [41,] -0.0948 0.9165074 0.7559396 [42,] -0.0923 0.9183988 0.7572431 [43,] -0.0909 0.9194595 0.7579695 [44,] -0.0902 0.9199902 0.7583318 [45,] -0.0888 0.9210524 0.7590535 [46,] -0.0871 0.9223435 0.7599241 [47,] -0.0866 0.9227235 0.7601786 [48,] -0.0807 0.9272173 0.7631300 [49,] -0.0806 0.9272936 0.7631794 [50,] -0.0707 0.9348728 0.7679243 [51,] -0.0693 0.9359484 0.7685707 [52,] -0.0680 0.9369479 0.7691655 [53,] -0.0671 0.9376404 0.7695740 [54,] -0.0648 0.9394116 0.7706061 [55,] -0.0644 0.9397198 0.7707838 [56,] -0.0637 0.9402595 0.7710936 [57,] -0.0636 0.9403366 0.7711377 [58,] -0.0606 0.9426520 0.7724461 [59,] -0.0541 0.9476819 0.7751803 [60,] -0.0537 0.9479920 0.7753440 [61,] -0.0520 0.9493106 0.7760341 [62,] -0.0518 0.9494658 0.7761147 [63,] -0.0516 0.9496211 0.7761951 [64,] -0.0514 0.9497763 0.7762754 [65,] -0.0507 0.9503198 0.7765555 [66,] -0.0468 0.9533514 0.7780864 [67,] -0.0467 0.9534292 0.7781251 [68,] -0.0465 0.9535848 0.7782022 [69,] -0.0407 0.9581048 0.7803961 [70,] -0.0378 0.9603695 0.7814630 [71,] -0.0374 0.9606821 0.7816086 [72,] -0.0365 0.9613857 0.7819347 [73,] -0.0361 0.9616985 0.7820791 [74,] -0.0358 0.9619332 0.7821871 [75,] -0.0345 0.9629503 0.7826526 [76,] -0.0339 0.9634200 0.7828661 [77,] -0.0321 0.9648297 0.7835015 [78,] -0.0306 0.9660053 0.7840251 [79,] -0.0302 0.9663190 0.7841638 [80,] -0.0293 0.9670249 0.7844745 [81,] -0.0290 0.9672602 0.7845776 [82,] -0.0262 0.9694584 0.7855299 [83,] -0.0261 0.9695369 0.7855636 [84,] -0.0254 0.9700869 0.7857986 [85,] -0.0244 0.9708729 0.7861322 [86,] -0.0243 0.9709515 0.7861655 [87,] -0.0240 0.9711873 0.7862650 [88,] -0.0206 0.9738626 0.7873896 [89,] -0.0195 0.9747289 0.7877526 [90,] -0.0193 0.9748864 0.7878185 [91,] -0.0191 0.9750440 0.7878845 [92,] -0.0190 0.9751228 0.7879174 [93,] -0.0186 0.9754380 0.7880493 [94,] -0.0153 0.9780404 0.7891350 [95,] -0.0148 0.9784350 0.7892992 [96,] -0.0142 0.9789086 0.7894961 [97,] -0.0117 0.9808834 0.7903150 [98,] -0.0109 0.9815157 0.7905765 [99,] -0.0096 0.9825437 0.7910010 [100,] -0.0088 0.9831767 0.7912618 [101,] -0.0078 0.9839681 0.7915876 [102,] -0.0075 0.9842056 0.7916853 [103,] -0.0073 0.9843639 0.7917504 [104,] -0.0064 0.9850766 0.7920432 [105,] -0.0060 0.9853935 0.7921733 [106,] -0.0052 0.9860273 0.7924332 [107,] -0.0048 0.9863443 0.7925631 [108,] -0.0039 0.9870577 0.7928552 [109,] -0.0024 0.9882474 0.7933414 [110,] -0.0014 0.9890409 0.7936651 [111,] -0.0006 0.9896759 0.7939238 [112,] -0.0001 0.9900729 0.7940855 [113,] 0.0021 0.9918207 0.7947907 [114,] 0.0044 0.9936496 0.7955170 [115,] 0.0056 0.9946044 0.7958916 [116,] 0.0064 0.9952412 0.7961403 [117,] 0.0072 0.9958782 0.7963880 [118,] 0.0080 0.9965154 0.7966349 [119,] 0.0084 0.9968341 0.7967580 [120,] 0.0085 0.9969138 0.7967887 [121,] 0.0099 0.9980296 0.7972176 [122,] 0.0107 0.9986675 0.7974615 [123,] 0.0137 1.0010612 0.7983693 [124,] 0.0159 1.0028184 0.7990303 [125,] 0.0160 1.0028983 0.7990603 [126,] 0.0164 1.0032179 0.7991800 [127,] 0.0170 1.0036975 0.7993595 [128,] 0.0183 1.0047369 0.7997473 [129,] 0.0189 1.0052168 0.7999259 [130,] 0.0190 1.0052968 0.7999556 [131,] 0.0196 1.0057768 0.8001339 [132,] 0.0197 1.0058568 0.8001636 [133,] 0.0207 1.0066571 0.8004609 [134,] 0.0211 1.0069773 0.8005800 [135,] 0.0215 1.0072976 0.8006991 [136,] 0.0224 1.0080183 0.8009673 [137,] 0.0225 1.0080984 0.8009972 [138,] 0.0230 1.0084990 0.8011467 [139,] 0.0233 1.0087393 0.8012367 [140,] 0.0240 1.0093003 0.8014473 [141,] 0.0248 1.0099415 0.8016893 [142,] 0.0250 1.0101019 0.8017500 [143,] 0.0267 1.0114653 0.8022690 [144,] 0.0286 1.0129902 0.8028560 [145,] 0.0293 1.0135522 0.8030740 [146,] 0.0308 1.0147572 0.8035446 [147,] 0.0312 1.0150786 0.8036709 [148,] 0.0316 1.0154001 0.8037974 [149,] 0.0326 1.0162041 0.8041142 [150,] 0.0332 1.0166866 0.8043045 [151,] 0.0339 1.0172497 0.8045270 [152,] 0.0350 1.0181349 0.8048771 [153,] 0.0382 1.0207121 0.8059004 [154,] 0.0396 1.0218407 0.8063502 [155,] 0.0398 1.0220020 0.8064146 [156,] 0.0413 1.0232120 0.8068982 [157,] 0.0415 1.0233733 0.8069628 [158,] 0.0421 1.0238576 0.8071568 [159,] 0.0441 1.0254725 0.8078050 [160,] 0.0443 1.0256341 0.8078699 [161,] 0.0455 1.0266038 0.8082603 [162,] 0.0467 1.0275739 0.8086516 [163,] 0.0468 1.0276548 0.8086843 [164,] 0.0470 1.0278165 0.8087496 [165,] 0.0476 1.0283019 0.8089458 [166,] 0.0491 1.0295156 0.8094375 [167,] 0.0507 1.0308112 0.8099659 [168,] 0.0512 1.0312162 0.8101319 [169,] 0.0525 1.0322696 0.8105651 [170,] 0.0531 1.0327560 0.8107655 [171,] 0.0544 1.0338103 0.8112008 [172,] 0.0546 1.0339726 0.8112679 [173,] 0.0564 1.0354334 0.8118734 [174,] 0.0579 1.0366516 0.8123801 [175,] 0.0623 1.0402293 0.8138746 [176,] 0.0628 1.0406363 0.8140442 [177,] 0.0631 1.0408805 0.8141460 [178,] 0.0648 1.0422651 0.8147218 [179,] 0.0669 1.0439767 0.8154314 [180,] 0.0672 1.0442214 0.8155326 [181,] 0.0680 1.0448739 0.8158023 [182,] 0.0693 1.0459348 0.8162400 [183,] 0.0694 1.0460164 0.8162736 [184,] 0.0702 1.0466695 0.8165425 [185,] 0.0747 1.0503473 0.8180500 [186,] 0.0750 1.0505928 0.8181501 [187,] 0.0770 1.0522297 0.8188170 [188,] 0.0783 1.0532945 0.8192496 [189,] 0.0790 1.0538680 0.8194829 [190,] 0.0807 1.0552616 0.8200510 [191,] 0.0814 1.0558358 0.8202855 [192,] 0.0827 1.0569024 0.8207221 [193,] 0.0829 1.0570666 0.8207894 [194,] 0.0835 1.0575591 0.8209913 [195,] 0.0850 1.0587910 0.8214975 [196,] 0.0871 1.0605169 0.8222090 [197,] 0.0879 1.0611747 0.8224809 [198,] 0.0880 1.0612570 0.8225149 [199,] 0.0913 1.0639731 0.8236419 [200,] 0.0935 1.0657860 0.8243977 [201,] 0.0962 1.0680131 0.8253303 [202,] 0.1000 1.0711519 0.8266547 [203,] 0.1011 1.0720614 0.8270426 [204,] 0.1013 1.0722268 0.8271134 [205,] 0.1025 1.0732196 0.8275395 [206,] 0.1058 1.0759525 0.8287249 [207,] 0.1065 1.0765326 0.8289789 [208,] 0.1086 1.0782743 0.8297463 [209,] 0.1109 1.0801837 0.8305960 [210,] 0.1110 1.0802668 0.8306332 [211,] 0.1121 1.0811807 0.8310432 [212,] 0.1123 1.0813469 0.8311180 [213,] 0.1130 1.0819288 0.8313803 [214,] 0.1131 1.0820119 0.8314179 [215,] 0.1146 1.0832595 0.8319833 [216,] 0.1150 1.0835923 0.8321347 [217,] 0.1242 1.0912642 0.8357117 [218,] 0.1246 1.0915985 0.8358731 [219,] 0.1288 1.0951128 0.8376017 [220,] 0.1304 1.0964535 0.8382769 [221,] 0.1330 1.0986345 0.8393939 [222,] 0.1331 1.0987184 0.8394374 [223,] 0.1351 1.1003982 0.8403140 [224,] 0.1361 1.1012387 0.8407577 [225,] 0.1377 1.1025845 0.8414751 [226,] 0.1407 1.1051110 0.8428452 [227,] 0.1441 1.1079793 0.8444373 [228,] 0.1443 1.1081482 0.8445323 [229,] 0.1454 1.1090775 0.8450571 [230,] 0.1508 1.1136479 0.8476898 [231,] 0.1644 1.1252226 0.8545139 [232,] 0.1793 1.1380133 0.8625168 [233,] 0.1814 1.1398258 0.8637293 [234,] 0.1838 1.1419005 0.8651436 [235,] 0.1927 1.1496245 0.8706615 [236,] 0.1978 1.1540734 0.8740353 [237,] 0.2012 1.1570490 0.8763585 [238,] 0.2026 1.1582766 0.8773303 [239,] 0.2056 1.1609118 0.8794423 [240,] 0.2087 1.1636415 0.8816673 [241,] 0.2099 1.1647000 0.8825402 [242,] 0.2385 1.1902569 0.9052861 [243,] 0.2400 1.1916158 0.9065885 [244,] 0.2620 1.2117807 0.9269569 , , n=340 newdata fun 1der [1,] -0.3064 0.7383115 0.8740735 [2,] -0.2579 0.7823630 0.9382217 [3,] -0.2523 0.7876332 0.9439101 [4,] -0.2394 0.7998879 0.9557983 [5,] -0.2304 0.8085240 0.9632301 [6,] -0.2187 0.8198464 0.9720797 [7,] -0.2181 0.8204297 0.9725116 [8,] -0.2102 0.8281344 0.9779776 [9,] -0.2015 0.8366673 0.9834665 [10,] -0.1881 0.8498935 0.9903027 [11,] -0.1846 0.8533622 0.9918031 [12,] -0.1842 0.8537590 0.9919671 [13,] -0.1831 0.8548504 0.9924104 [14,] -0.1807 0.8572333 0.9933381 [15,] -0.1782 0.8597178 0.9942493 [16,] -0.1754 0.8625031 0.9952042 [17,] -0.1697 0.8681808 0.9969286 [18,] -0.1683 0.8695768 0.9973051 [19,] -0.1663 0.8715719 0.9978129 [20,] -0.1512 0.8866631 1.0007884 [21,] -0.1505 0.8873637 1.0008963 [22,] -0.1419 0.8959766 1.0020402 [23,] -0.1353 0.9025922 1.0026642 [24,] -0.1337 0.9041966 1.0027863 [25,] -0.1285 0.9094120 1.0031055 [26,] -0.1247 0.9132241 1.0032633 [27,] -0.1209 0.9170367 1.0033576 [28,] -0.1167 0.9212509 1.0033883 [29,] -0.1154 0.9225553 1.0033883 [30,] -0.1141 0.9238597 1.0033883 [31,] -0.1138 0.9241607 1.0033883 [32,] -0.1124 0.9255655 1.0033883 [33,] -0.1123 0.9256658 1.0033883 [34,] -0.1121 0.9258665 1.0033883 [35,] -0.1053 0.9326895 1.0033883 [36,] -0.1039 0.9340943 1.0033883 [37,] -0.0988 0.9392115 1.0033883 [38,] -0.0984 0.9396129 1.0033883 [39,] -0.0977 0.9403153 1.0033883 [40,] -0.0955 0.9425227 1.0033883 [41,] -0.0948 0.9432251 1.0033883 [42,] -0.0923 0.9457336 1.0033883 [43,] -0.0909 0.9471383 1.0033883 [44,] -0.0902 0.9478407 1.0033883 [45,] -0.0888 0.9492454 1.0033883 [46,] -0.0871 0.9509512 1.0033883 [47,] -0.0866 0.9514529 1.0033883 [48,] -0.0807 0.9573729 1.0033883 [49,] -0.0806 0.9574732 1.0033883 [50,] -0.0707 0.9674068 1.0033883 [51,] -0.0693 0.9688115 1.0033883 [52,] -0.0680 0.9701159 1.0033883 [53,] -0.0671 0.9710189 1.0033883 [54,] -0.0648 0.9733267 1.0033883 [55,] -0.0644 0.9737281 1.0033883 [56,] -0.0637 0.9744305 1.0033883 [57,] -0.0636 0.9745308 1.0033883 [58,] -0.0606 0.9775410 1.0033883 [59,] -0.0541 0.9840630 1.0033883 [60,] -0.0537 0.9844644 1.0033883 [61,] -0.0520 0.9861701 1.0033883 [62,] -0.0518 0.9863708 1.0033883 [63,] -0.0516 0.9865715 1.0033883 [64,] -0.0514 0.9867721 1.0033883 [65,] -0.0507 0.9874745 1.0033883 [66,] -0.0468 0.9913877 1.0033883 [67,] -0.0467 0.9914881 1.0033883 [68,] -0.0465 0.9916887 1.0033883 [69,] -0.0407 0.9975084 1.0033883 [70,] -0.0378 1.0004182 1.0033883 [71,] -0.0374 1.0008196 1.0033883 [72,] -0.0365 1.0017226 1.0033883 [73,] -0.0361 1.0021240 1.0033883 [74,] -0.0358 1.0024250 1.0033883 [75,] -0.0345 1.0037294 1.0033883 [76,] -0.0339 1.0043314 1.0033883 [77,] -0.0321 1.0061375 1.0033883 [78,] -0.0306 1.0076426 1.0033883 [79,] -0.0302 1.0080440 1.0033883 [80,] -0.0293 1.0089470 1.0033883 [81,] -0.0290 1.0092480 1.0033883 [82,] -0.0262 1.0120575 1.0033883 [83,] -0.0261 1.0121579 1.0033883 [84,] -0.0254 1.0128602 1.0033883 [85,] -0.0244 1.0138636 1.0033883 [86,] -0.0243 1.0139640 1.0033883 [87,] -0.0240 1.0142650 1.0033883 [88,] -0.0206 1.0176765 1.0033883 [89,] -0.0195 1.0187802 1.0033883 [90,] -0.0193 1.0189809 1.0033883 [91,] -0.0191 1.0191816 1.0033883 [92,] -0.0190 1.0192819 1.0033883 [93,] -0.0186 1.0196833 1.0033883 [94,] -0.0153 1.0229945 1.0033883 [95,] -0.0148 1.0234962 1.0033883 [96,] -0.0142 1.0240982 1.0033883 [97,] -0.0117 1.0266067 1.0033883 [98,] -0.0109 1.0274094 1.0033883 [99,] -0.0096 1.0287138 1.0033883 [100,] -0.0088 1.0295165 1.0033883 [101,] -0.0078 1.0305199 1.0033883 [102,] -0.0075 1.0308209 1.0033883 [103,] -0.0073 1.0310216 1.0033883 [104,] -0.0064 1.0319246 1.0033883 [105,] -0.0060 1.0323260 1.0033883 [106,] -0.0052 1.0331287 1.0033883 [107,] -0.0048 1.0335300 1.0033883 [108,] -0.0039 1.0344331 1.0033883 [109,] -0.0024 1.0359382 1.0033883 [110,] -0.0014 1.0369416 1.0033883 [111,] -0.0006 1.0377443 1.0033883 [112,] -0.0001 1.0382460 1.0033883 [113,] 0.0021 1.0404534 1.0033883 [114,] 0.0044 1.0427612 1.0033883 [115,] 0.0056 1.0439653 1.0033883 [116,] 0.0064 1.0447680 1.0033883 [117,] 0.0072 1.0455707 1.0033883 [118,] 0.0080 1.0463734 1.0033883 [119,] 0.0084 1.0467748 1.0033883 [120,] 0.0085 1.0468751 1.0033883 [121,] 0.0099 1.0482798 1.0033883 [122,] 0.0107 1.0490826 1.0033883 [123,] 0.0137 1.0520927 1.0033883 [124,] 0.0159 1.0543002 1.0033883 [125,] 0.0160 1.0544005 1.0033883 [126,] 0.0164 1.0548019 1.0033883 [127,] 0.0170 1.0554039 1.0033883 [128,] 0.0183 1.0567083 1.0033883 [129,] 0.0189 1.0573103 1.0033883 [130,] 0.0190 1.0574107 1.0033883 [131,] 0.0196 1.0580127 1.0033883 [132,] 0.0197 1.0581130 1.0033883 [133,] 0.0207 1.0591164 1.0033883 [134,] 0.0211 1.0595178 1.0033883 [135,] 0.0215 1.0599191 1.0033883 [136,] 0.0224 1.0608222 1.0033883 [137,] 0.0225 1.0609225 1.0033883 [138,] 0.0230 1.0614242 1.0033883 [139,] 0.0233 1.0617252 1.0033883 [140,] 0.0240 1.0624276 1.0033883 [141,] 0.0248 1.0632303 1.0033883 [142,] 0.0250 1.0634310 1.0033883 [143,] 0.0267 1.0651368 1.0033883 [144,] 0.0286 1.0670432 1.0033883 [145,] 0.0293 1.0677456 1.0033883 [146,] 0.0308 1.0692507 1.0033883 [147,] 0.0312 1.0696520 1.0033883 [148,] 0.0316 1.0700534 1.0033883 [149,] 0.0326 1.0710568 1.0033883 [150,] 0.0332 1.0716588 1.0033883 [151,] 0.0339 1.0723612 1.0033883 [152,] 0.0350 1.0734649 1.0033883 [153,] 0.0382 1.0766757 1.0033883 [154,] 0.0396 1.0780805 1.0033883 [155,] 0.0398 1.0782812 1.0033883 [156,] 0.0413 1.0797862 1.0033883 [157,] 0.0415 1.0799869 1.0033883 [158,] 0.0421 1.0805889 1.0033885 [159,] 0.0441 1.0825957 1.0033956 [160,] 0.0443 1.0827964 1.0033969 [161,] 0.0455 1.0840005 1.0034080 [162,] 0.0467 1.0852046 1.0034253 [163,] 0.0468 1.0853049 1.0034271 [164,] 0.0470 1.0855056 1.0034309 [165,] 0.0476 1.0861077 1.0034438 [166,] 0.0491 1.0876129 1.0034857 [167,] 0.0507 1.0892185 1.0035457 [168,] 0.0512 1.0897203 1.0035677 [169,] 0.0525 1.0910250 1.0036324 [170,] 0.0531 1.0916271 1.0036666 [171,] 0.0544 1.0929320 1.0037503 [172,] 0.0546 1.0931327 1.0037643 [173,] 0.0564 1.0949396 1.0039059 [174,] 0.0579 1.0964456 1.0040452 [175,] 0.0623 1.1008645 1.0045652 [176,] 0.0628 1.1013668 1.0046348 [177,] 0.0631 1.1016682 1.0046776 [178,] 0.0648 1.1033763 1.0049346 [179,] 0.0669 1.1054870 1.0052822 [180,] 0.0672 1.1057886 1.0053343 [181,] 0.0680 1.1065930 1.0054762 [182,] 0.0693 1.1079002 1.0057163 [183,] 0.0694 1.1080008 1.0057352 [184,] 0.0702 1.1088055 1.0058892 [185,] 0.0747 1.1133340 1.0068370 [186,] 0.0750 1.1136361 1.0069052 [187,] 0.0770 1.1156504 1.0073750 [188,] 0.0783 1.1169602 1.0076950 [189,] 0.0790 1.1176656 1.0078721 [190,] 0.0807 1.1193794 1.0083162 [191,] 0.0814 1.1200853 1.0085048 [192,] 0.0827 1.1213965 1.0088645 [193,] 0.0829 1.1215983 1.0089210 [194,] 0.0835 1.1222037 1.0090929 [195,] 0.0850 1.1237177 1.0095362 [196,] 0.0871 1.1258384 1.0101897 [197,] 0.0879 1.1266467 1.0104488 [198,] 0.0880 1.1267477 1.0104816 [199,] 0.0913 1.1300841 1.0116133 [200,] 0.0935 1.1323106 1.0124222 [201,] 0.0962 1.1350455 1.0134745 [202,] 0.1000 1.1388997 1.0150666 [203,] 0.1011 1.1400165 1.0155518 [204,] 0.1013 1.1402197 1.0156412 [205,] 0.1025 1.1414388 1.0161850 [206,] 0.1058 1.1447947 1.0177473 [207,] 0.1065 1.1455073 1.0180913 [208,] 0.1086 1.1476464 1.0191494 [209,] 0.1109 1.1499918 1.0203473 [210,] 0.1110 1.1500938 1.0204004 [211,] 0.1121 1.1512166 1.0209916 [212,] 0.1123 1.1514208 1.0211005 [213,] 0.1130 1.1521357 1.0214848 [214,] 0.1131 1.1522378 1.0215401 [215,] 0.1146 1.1537708 1.0223827 [216,] 0.1150 1.1541798 1.0226114 [217,] 0.1242 1.1636129 1.0281427 [218,] 0.1246 1.1640242 1.0283914 [219,] 0.1288 1.1683490 1.0310349 [220,] 0.1304 1.1699995 1.0320574 [221,] 0.1330 1.1726850 1.0337371 [222,] 0.1331 1.1727884 1.0338022 [223,] 0.1351 1.1748573 1.0351103 [224,] 0.1361 1.1758927 1.0357693 [225,] 0.1377 1.1775508 1.0368307 [226,] 0.1407 1.1806643 1.0388438 [227,] 0.1441 1.1842003 1.0411616 [228,] 0.1443 1.1844086 1.0412992 [229,] 0.1454 1.1855544 1.0420580 [230,] 0.1508 1.1911917 1.0458389 [231,] 0.1644 1.2054805 1.0554706 [232,] 0.1793 1.2212867 1.0661993 [233,] 0.1814 1.2235273 1.0677406 [234,] 0.1838 1.2260920 1.0695200 [235,] 0.1927 1.2356407 1.0762868 [236,] 0.1978 1.2411399 1.0802835 [237,] 0.2012 1.2448175 1.0829920 [238,] 0.2026 1.2463344 1.0841144 [239,] 0.2056 1.2495904 1.0865336 [240,] 0.2087 1.2529626 1.0890534 [241,] 0.2099 1.2542700 1.0900347 [242,] 0.2385 1.2858026 1.1159804 [243,] 0.2400 1.2874777 1.1175114 [244,] 0.2620 1.3123254 1.1419540 , , n=510 newdata fun 1der [1,] -0.3064 0.7861002 0.5489173 [2,] -0.2579 0.8127227 0.5489173 [3,] -0.2523 0.8157967 0.5489173 [4,] -0.2394 0.8228777 0.5489173 [5,] -0.2304 0.8278183 0.5490730 [6,] -0.2187 0.8342485 0.5503100 [7,] -0.2181 0.8345787 0.5504046 [8,] -0.2102 0.8389324 0.5518871 [9,] -0.2015 0.8437429 0.5540630 [10,] -0.1881 0.8511953 0.5584865 [11,] -0.1846 0.8531524 0.5598695 [12,] -0.1842 0.8533764 0.5600322 [13,] -0.1831 0.8539927 0.5604845 [14,] -0.1807 0.8553391 0.5614968 [15,] -0.1782 0.8567442 0.5625902 [16,] -0.1754 0.8583212 0.5638626 [17,] -0.1697 0.8615429 0.5666094 [18,] -0.1683 0.8623367 0.5673166 [19,] -0.1663 0.8634723 0.5683502 [20,] -0.1512 0.8721200 0.5774722 [21,] -0.1505 0.8725244 0.5779599 [22,] -0.1419 0.8775223 0.5845074 [23,] -0.1353 0.8813984 0.5901437 [24,] -0.1337 0.8823438 0.5915699 [25,] -0.1285 0.8854323 0.5963650 [26,] -0.1247 0.8877054 0.6000157 [27,] -0.1209 0.8899926 0.6037874 [28,] -0.1167 0.8925375 0.6080962 [29,] -0.1154 0.8933289 0.6094584 [30,] -0.1141 0.8941221 0.6108349 [31,] -0.1138 0.8943054 0.6111545 [32,] -0.1124 0.8951620 0.6126565 [33,] -0.1123 0.8952233 0.6127644 [34,] -0.1121 0.8953459 0.6129805 [35,] -0.1053 0.8995396 0.6205586 [36,] -0.1039 0.9004096 0.6221753 [37,] -0.0988 0.9035980 0.6282204 [38,] -0.0984 0.9038493 0.6287044 [39,] -0.0977 0.9042897 0.6295548 [40,] -0.0955 0.9056777 0.6322556 [41,] -0.0948 0.9061206 0.6331239 [42,] -0.0923 0.9077073 0.6362600 [43,] -0.0909 0.9085993 0.6380402 [44,] -0.0902 0.9090463 0.6389367 [45,] -0.0888 0.9099420 0.6407426 [46,] -0.0871 0.9110332 0.6429537 [47,] -0.0866 0.9113548 0.6436075 [48,] -0.0807 0.9151751 0.6514451 [49,] -0.0806 0.9152403 0.6515800 [50,] -0.0707 0.9217580 0.6652340 [51,] -0.0693 0.9226907 0.6672149 [52,] -0.0680 0.9235593 0.6690660 [53,] -0.0671 0.9241620 0.6703543 [54,] -0.0648 0.9257077 0.6736713 [55,] -0.0644 0.9259772 0.6742518 [56,] -0.0637 0.9264496 0.6752703 [57,] -0.0636 0.9265171 0.6754160 [58,] -0.0606 0.9285499 0.6798186 [59,] -0.0541 0.9330002 0.6895290 [60,] -0.0537 0.9332761 0.6901341 [61,] -0.0520 0.9344516 0.6927141 [62,] -0.0518 0.9345901 0.6930182 [63,] -0.0516 0.9347288 0.6933225 [64,] -0.0514 0.9348675 0.6936269 [65,] -0.0507 0.9353534 0.6946933 [66,] -0.0468 0.9380743 0.7006695 [67,] -0.0467 0.9381444 0.7008235 [68,] -0.0465 0.9382846 0.7011317 [69,] -0.0407 0.9423772 0.7101407 [70,] -0.0378 0.9444432 0.7146966 [71,] -0.0374 0.9447292 0.7153279 [72,] -0.0365 0.9453736 0.7167511 [73,] -0.0361 0.9456605 0.7173849 [74,] -0.0358 0.9458758 0.7178607 [75,] -0.0345 0.9468103 0.7199276 [76,] -0.0339 0.9472426 0.7208842 [77,] -0.0321 0.9485427 0.7237642 [78,] -0.0306 0.9496302 0.7261760 [79,] -0.0302 0.9499208 0.7268211 [80,] -0.0293 0.9505756 0.7282760 [81,] -0.0290 0.9507941 0.7287619 [82,] -0.0262 0.9528410 0.7333181 [83,] -0.0261 0.9529144 0.7334815 [84,] -0.0254 0.9534282 0.7346260 [85,] -0.0244 0.9541637 0.7362642 [86,] -0.0243 0.9542373 0.7364282 [87,] -0.0240 0.9544583 0.7369205 [88,] -0.0206 0.9569733 0.7425232 [89,] -0.0195 0.9577911 0.7443450 [90,] -0.0193 0.9579400 0.7446767 [91,] -0.0191 0.9580890 0.7450085 [92,] -0.0190 0.9581635 0.7451745 [93,] -0.0186 0.9584617 0.7458389 [94,] -0.0153 0.9609320 0.7513422 [95,] -0.0148 0.9613079 0.7521796 [96,] -0.0142 0.9617595 0.7531856 [97,] -0.0117 0.9636478 0.7573919 [98,] -0.0109 0.9642542 0.7587431 [99,] -0.0096 0.9652420 0.7609472 [100,] -0.0088 0.9658513 0.7623089 [101,] -0.0078 0.9666145 0.7640174 [102,] -0.0075 0.9668437 0.7645308 [103,] -0.0073 0.9669967 0.7648733 [104,] -0.0064 0.9676858 0.7664162 [105,] -0.0060 0.9679925 0.7671028 [106,] -0.0052 0.9686067 0.7684780 [107,] -0.0048 0.9689142 0.7691664 [108,] -0.0039 0.9696072 0.7707176 [109,] -0.0024 0.9707652 0.7733095 [110,] -0.0014 0.9715394 0.7750421 [111,] -0.0006 0.9721600 0.7764308 [112,] -0.0001 0.9725484 0.7772999 [113,] 0.0021 0.9742627 0.7811350 [114,] 0.0044 0.9760639 0.7851635 [115,] 0.0056 0.9770074 0.7872731 [116,] 0.0064 0.9776378 0.7886824 [117,] 0.0072 0.9782693 0.7900941 [118,] 0.0080 0.9789019 0.7915081 [119,] 0.0084 0.9792186 0.7922160 [120,] 0.0085 0.9792979 0.7923931 [121,] 0.0099 0.9804090 0.7948759 [122,] 0.0107 0.9810454 0.7962979 [123,] 0.0137 0.9834423 0.8016514 [124,] 0.0159 0.9852103 0.8055983 [125,] 0.0160 0.9852909 0.8057781 [126,] 0.0164 0.9856133 0.8064978 [127,] 0.0170 0.9860976 0.8075783 [128,] 0.0183 0.9871489 0.8099243 [129,] 0.0189 0.9876352 0.8110093 [130,] 0.0190 0.9877163 0.8111903 [131,] 0.0196 0.9882034 0.8122771 [132,] 0.0197 0.9882846 0.8124584 [133,] 0.0207 0.9890980 0.8142734 [134,] 0.0211 0.9894238 0.8150005 [135,] 0.0215 0.9897500 0.8157283 [136,] 0.0224 0.9904849 0.8173682 [137,] 0.0225 0.9905666 0.8175506 [138,] 0.0230 0.9909756 0.8184634 [139,] 0.0233 0.9912212 0.8190115 [140,] 0.0240 0.9917950 0.8202918 [141,] 0.0248 0.9924518 0.8217576 [142,] 0.0250 0.9926162 0.8221244 [143,] 0.0267 0.9940165 0.8252513 [144,] 0.0286 0.9955878 0.8287678 [145,] 0.0293 0.9961684 0.8300698 [146,] 0.0308 0.9974156 0.8328721 [147,] 0.0312 0.9977489 0.8336222 [148,] 0.0316 0.9980825 0.8343734 [149,] 0.0326 0.9989178 0.8362568 [150,] 0.0332 0.9994199 0.8373903 [151,] 0.0339 1.0000065 0.8387161 [152,] 0.0350 1.0009303 0.8408068 [153,] 0.0382 1.0036306 0.8469397 [154,] 0.0396 1.0048182 0.8496466 [155,] 0.0398 1.0049882 0.8500344 [156,] 0.0413 1.0062654 0.8529529 [157,] 0.0415 1.0064361 0.8533433 [158,] 0.0421 1.0069484 0.8545162 [159,] 0.0441 1.0086614 0.8584430 [160,] 0.0443 1.0088331 0.8588374 [161,] 0.0455 1.0098651 0.8612107 [162,] 0.0467 1.0109000 0.8635953 [163,] 0.0468 1.0109864 0.8637946 [164,] 0.0470 1.0111592 0.8641935 [165,] 0.0476 1.0116781 0.8653931 [166,] 0.0491 1.0129784 0.8684098 [167,] 0.0507 1.0143705 0.8716546 [168,] 0.0512 1.0148065 0.8726741 [169,] 0.0525 1.0159428 0.8753365 [170,] 0.0531 1.0164683 0.8765711 [171,] 0.0544 1.0176096 0.8792584 [172,] 0.0546 1.0177855 0.8796734 [173,] 0.0564 1.0193723 0.8834305 [174,] 0.0579 1.0206998 0.8865936 [175,] 0.0623 1.0246215 0.8960358 [176,] 0.0628 1.0250698 0.8971219 [177,] 0.0631 1.0253390 0.8977746 [178,] 0.0648 1.0268684 0.9014876 [179,] 0.0669 1.0287664 0.9061079 [180,] 0.0672 1.0290383 0.9067710 [181,] 0.0680 1.0297644 0.9085430 [182,] 0.0693 1.0309474 0.9114340 [183,] 0.0694 1.0310386 0.9116569 [184,] 0.0702 1.0317686 0.9134438 [185,] 0.0747 1.0359019 0.9235876 [186,] 0.0750 1.0361790 0.9242701 [187,] 0.0770 1.0380321 0.9288416 [188,] 0.0783 1.0392416 0.9318309 [189,] 0.0790 1.0398944 0.9334458 [190,] 0.0807 1.0414846 0.9373833 [191,] 0.0814 1.0421414 0.9390108 [192,] 0.0827 1.0433640 0.9420406 [193,] 0.0829 1.0435525 0.9425077 [194,] 0.0835 1.0441184 0.9439099 [195,] 0.0850 1.0455369 0.9474205 [196,] 0.0871 1.0475317 0.9523457 [197,] 0.0879 1.0482943 0.9542251 [198,] 0.0880 1.0483897 0.9544602 [199,] 0.0913 1.0515523 0.9622332 [200,] 0.0935 1.0536749 0.9674348 [201,] 0.0962 1.0562956 0.9738466 [202,] 0.1000 1.0600135 0.9829388 [203,] 0.1011 1.0610962 0.9855864 [204,] 0.1013 1.0612933 0.9860685 [205,] 0.1025 1.0624784 0.9889667 [206,] 0.1058 1.0657552 0.9969975 [207,] 0.1065 1.0664537 0.9987126 [208,] 0.1086 1.0685564 1.0038825 [209,] 0.1109 1.0708719 1.0095846 [210,] 0.1110 1.0709728 1.0098334 [211,] 0.1121 1.0720852 1.0125739 [212,] 0.1123 1.0722877 1.0130731 [213,] 0.1130 1.0729975 1.0148223 [214,] 0.1131 1.0730990 1.0150724 [215,] 0.1146 1.0746244 1.0188327 [216,] 0.1150 1.0750322 1.0198380 [217,] 0.1242 1.0845219 1.0432476 [218,] 0.1246 1.0849394 1.0442772 [219,] 0.1288 1.0893482 1.0551448 [220,] 0.1304 1.0910398 1.0593125 [221,] 0.1330 1.0938028 1.0661175 [222,] 0.1331 1.0939094 1.0663801 [223,] 0.1351 1.0960474 1.0716433 [224,] 0.1361 1.0971204 1.0742838 [225,] 0.1377 1.0988427 1.0785211 [226,] 0.1407 1.1020902 1.0865008 [227,] 0.1441 1.1057997 1.0955719 [228,] 0.1443 1.1060189 1.0961060 [229,] 0.1454 1.1072262 1.0990431 [230,] 0.1508 1.1131999 1.1134499 [231,] 0.1644 1.1285896 1.1497236 [232,] 0.1793 1.1460143 1.1890456 [233,] 0.1814 1.1485170 1.1945206 [234,] 0.1838 1.1513914 1.2007526 [235,] 0.1927 1.1621802 1.2236416 [236,] 0.1978 1.1684538 1.2366109 [237,] 0.2012 1.1726729 1.2451764 [238,] 0.2026 1.1744186 1.2486821 [239,] 0.2056 1.1781759 1.2561582 [240,] 0.2087 1.1820819 1.2638422 [241,] 0.2099 1.1836003 1.2668056 [242,] 0.2385 1.2208195 1.3350413 [243,] 0.2400 1.2228246 1.3384643 [244,] 0.2620 1.2528088 1.3867045 , , n=760 newdata fun 1der [1,] -0.3064 6.769976e-01 0.8659607 [2,] -0.2579 7.206335e-01 0.9323655 [3,] -0.2523 7.258754e-01 0.9397475 [4,] -0.2394 7.381075e-01 0.9566468 [5,] -0.2304 7.467695e-01 0.9681999 [6,] -0.2187 7.581825e-01 0.9825660 [7,] -0.2181 7.587722e-01 0.9832731 [8,] -0.2102 7.665763e-01 0.9923808 [9,] -0.2015 7.752527e-01 1.0021614 [10,] -0.1881 7.887802e-01 1.0167915 [11,] -0.1846 7.923456e-01 1.0205793 [12,] -0.1842 7.927539e-01 1.0210125 [13,] -0.1831 7.938777e-01 1.0222073 [14,] -0.1807 7.963341e-01 1.0248248 [15,] -0.1782 7.988996e-01 1.0275563 [16,] -0.1754 8.017810e-01 1.0306215 [17,] -0.1697 8.076734e-01 1.0368835 [18,] -0.1683 8.091261e-01 1.0384254 [19,] -0.1663 8.112052e-01 1.0406344 [20,] -0.1512 8.270461e-01 1.0575705 [21,] -0.1505 8.277866e-01 1.0583632 [22,] -0.1419 8.369305e-01 1.0681055 [23,] -0.1353 8.440046e-01 1.0755493 [24,] -0.1337 8.457269e-01 1.0773449 [25,] -0.1285 8.513442e-01 1.0831388 [26,] -0.1247 8.554681e-01 1.0873417 [27,] -0.1209 8.596079e-01 1.0915134 [28,] -0.1167 8.642019e-01 1.0960744 [29,] -0.1154 8.656277e-01 1.0974770 [30,] -0.1141 8.670553e-01 1.0988754 [31,] -0.1138 8.673850e-01 1.0991974 [32,] -0.1124 8.689249e-01 1.1006959 [33,] -0.1123 8.690350e-01 1.1008026 [34,] -0.1121 8.692552e-01 1.1010161 [35,] -0.1053 8.767666e-01 1.1081908 [36,] -0.1039 8.783191e-01 1.1096351 [37,] -0.0988 8.839914e-01 1.1147616 [38,] -0.0984 8.844374e-01 1.1151545 [39,] -0.0977 8.852182e-01 1.1158387 [40,] -0.0955 8.876754e-01 1.1179649 [41,] -0.0948 8.884582e-01 1.1186334 [42,] -0.0923 8.912578e-01 1.1209862 [43,] -0.0909 8.928280e-01 1.1222791 [44,] -0.0902 8.936139e-01 1.1229189 [45,] -0.0888 8.951868e-01 1.1241851 [46,] -0.0871 8.970992e-01 1.1256997 [47,] -0.0866 8.976622e-01 1.1261406 [48,] -0.0807 9.043214e-01 1.1311712 [49,] -0.0806 9.044345e-01 1.1312538 [50,] -0.0707 9.156733e-01 1.1391039 [51,] -0.0693 9.172688e-01 1.1401594 [52,] -0.0680 9.187517e-01 1.1411267 [53,] -0.0671 9.197790e-01 1.1417904 [54,] -0.0648 9.224070e-01 1.1434648 [55,] -0.0644 9.228645e-01 1.1437529 [56,] -0.0637 9.236653e-01 1.1442547 [57,] -0.0636 9.237797e-01 1.1443261 [58,] -0.0606 9.272159e-01 1.1464553 [59,] -0.0541 9.346828e-01 1.1510830 [60,] -0.0537 9.351433e-01 1.1513708 [61,] -0.0520 9.371017e-01 1.1525981 [62,] -0.0518 9.373322e-01 1.1527430 [63,] -0.0516 9.375628e-01 1.1528881 [64,] -0.0514 9.377934e-01 1.1530334 [65,] -0.0507 9.386007e-01 1.1535435 [66,] -0.0468 9.431051e-01 1.1564280 [67,] -0.0467 9.432208e-01 1.1565028 [68,] -0.0465 9.434521e-01 1.1566525 [69,] -0.0407 9.501734e-01 1.1610638 [70,] -0.0378 9.535437e-01 1.1633123 [71,] -0.0374 9.540091e-01 1.1636239 [72,] -0.0365 9.550567e-01 1.1643265 [73,] -0.0361 9.555225e-01 1.1646394 [74,] -0.0358 9.558719e-01 1.1648743 [75,] -0.0345 9.573869e-01 1.1658945 [76,] -0.0339 9.580866e-01 1.1663667 [77,] -0.0321 9.601873e-01 1.1677882 [78,] -0.0306 9.619399e-01 1.1689786 [79,] -0.0302 9.624076e-01 1.1692969 [80,] -0.0293 9.634602e-01 1.1700144 [81,] -0.0290 9.638113e-01 1.1702540 [82,] -0.0262 9.670911e-01 1.1725002 [83,] -0.0261 9.672084e-01 1.1725807 [84,] -0.0254 9.680294e-01 1.1731453 [85,] -0.0244 9.692029e-01 1.1739537 [86,] -0.0243 9.693203e-01 1.1740347 [87,] -0.0240 9.696726e-01 1.1742777 [88,] -0.0206 9.736698e-01 1.1770475 [89,] -0.0195 9.749651e-01 1.1779510 [90,] -0.0193 9.752007e-01 1.1781156 [91,] -0.0191 9.754363e-01 1.1782805 [92,] -0.0190 9.755542e-01 1.1783629 [93,] -0.0186 9.760256e-01 1.1786931 [94,] -0.0153 9.799198e-01 1.1814370 [95,] -0.0148 9.805106e-01 1.1818559 [96,] -0.0142 9.812199e-01 1.1823591 [97,] -0.0117 9.841784e-01 1.1844636 [98,] -0.0109 9.851262e-01 1.1851396 [99,] -0.0096 9.866676e-01 1.1862407 [100,] -0.0088 9.876169e-01 1.1869199 [101,] -0.0078 9.888042e-01 1.1877706 [102,] -0.0075 9.891606e-01 1.1880259 [103,] -0.0073 9.893982e-01 1.1881962 [104,] -0.0064 9.904680e-01 1.1889624 [105,] -0.0060 9.909436e-01 1.1893031 [106,] -0.0052 9.918953e-01 1.1899848 [107,] -0.0048 9.923714e-01 1.1903258 [108,] -0.0039 9.934430e-01 1.1910934 [109,] -0.0024 9.952306e-01 1.1923740 [110,] -0.0014 9.964234e-01 1.1932287 [111,] -0.0006 9.973783e-01 1.1939147 [112,] -0.0001 9.979753e-01 1.1943450 [113,] 0.0021 1.000605e+00 1.1962527 [114,] 0.0044 1.003359e+00 1.1982720 [115,] 0.0056 1.004797e+00 1.1993351 [116,] 0.0064 1.005757e+00 1.2000470 [117,] 0.0072 1.006717e+00 1.2007615 [118,] 0.0080 1.007678e+00 1.2014786 [119,] 0.0084 1.008159e+00 1.2018382 [120,] 0.0085 1.008279e+00 1.2019281 [121,] 0.0099 1.009963e+00 1.2031921 [122,] 0.0107 1.010926e+00 1.2039168 [123,] 0.0137 1.014541e+00 1.2066398 [124,] 0.0159 1.017198e+00 1.2086300 [125,] 0.0160 1.017319e+00 1.2087203 [126,] 0.0164 1.017803e+00 1.2090811 [127,] 0.0170 1.018528e+00 1.2096216 [128,] 0.0183 1.020101e+00 1.2107897 [129,] 0.0189 1.020828e+00 1.2113269 [130,] 0.0190 1.020949e+00 1.2114163 [131,] 0.0196 1.021676e+00 1.2119520 [132,] 0.0197 1.021797e+00 1.2120411 [133,] 0.0207 1.023010e+00 1.2129304 [134,] 0.0211 1.023495e+00 1.2132847 [135,] 0.0215 1.023981e+00 1.2136382 [136,] 0.0224 1.025073e+00 1.2144307 [137,] 0.0225 1.025195e+00 1.2145185 [138,] 0.0230 1.025802e+00 1.2149565 [139,] 0.0233 1.026167e+00 1.2152185 [140,] 0.0240 1.027017e+00 1.2158277 [141,] 0.0248 1.027990e+00 1.2165199 [142,] 0.0250 1.028234e+00 1.2166924 [143,] 0.0267 1.030303e+00 1.2181462 [144,] 0.0286 1.032619e+00 1.2197453 [145,] 0.0293 1.033473e+00 1.2203275 [146,] 0.0308 1.035305e+00 1.2215609 [147,] 0.0312 1.035793e+00 1.2218860 [148,] 0.0316 1.036282e+00 1.2222093 [149,] 0.0326 1.037505e+00 1.2230098 [150,] 0.0332 1.038239e+00 1.2234849 [151,] 0.0339 1.039095e+00 1.2240345 [152,] 0.0350 1.040442e+00 1.2248877 [153,] 0.0382 1.044366e+00 1.2272999 [154,] 0.0396 1.046085e+00 1.2283289 [155,] 0.0398 1.046330e+00 1.2284747 [156,] 0.0413 1.048174e+00 1.2295564 [157,] 0.0415 1.048420e+00 1.2296991 [158,] 0.0421 1.049158e+00 1.2301247 [159,] 0.0441 1.051620e+00 1.2315193 [160,] 0.0443 1.051866e+00 1.2316568 [161,] 0.0455 1.053344e+00 1.2324765 [162,] 0.0467 1.054824e+00 1.2332873 [163,] 0.0468 1.054947e+00 1.2333545 [164,] 0.0470 1.055194e+00 1.2334886 [165,] 0.0476 1.055934e+00 1.2338896 [166,] 0.0491 1.057786e+00 1.2348823 [167,] 0.0507 1.059762e+00 1.2359249 [168,] 0.0512 1.060380e+00 1.2362467 [169,] 0.0525 1.061988e+00 1.2370738 [170,] 0.0531 1.062730e+00 1.2374505 [171,] 0.0544 1.064340e+00 1.2382562 [172,] 0.0546 1.064587e+00 1.2383789 [173,] 0.0564 1.066817e+00 1.2394709 [174,] 0.0579 1.068677e+00 1.2403684 [175,] 0.0623 1.074140e+00 1.2429492 [176,] 0.0628 1.074762e+00 1.2432384 [177,] 0.0631 1.075135e+00 1.2434114 [178,] 0.0648 1.077250e+00 1.2443878 [179,] 0.0669 1.079864e+00 1.2455838 [180,] 0.0672 1.080238e+00 1.2457537 [181,] 0.0680 1.081235e+00 1.2462058 [182,] 0.0693 1.082855e+00 1.2469368 [183,] 0.0694 1.082980e+00 1.2469929 [184,] 0.0702 1.083978e+00 1.2474397 [185,] 0.0747 1.089597e+00 1.2498888 [186,] 0.0750 1.089972e+00 1.2500480 [187,] 0.0770 1.092473e+00 1.2510956 [188,] 0.0783 1.094100e+00 1.2517634 [189,] 0.0790 1.094976e+00 1.2521185 [190,] 0.0807 1.097105e+00 1.2529671 [191,] 0.0814 1.097982e+00 1.2533107 [192,] 0.0827 1.099612e+00 1.2539401 [193,] 0.0829 1.099863e+00 1.2540359 [194,] 0.0835 1.100616e+00 1.2543217 [195,] 0.0850 1.102498e+00 1.2550254 [196,] 0.0871 1.105134e+00 1.2559848 [197,] 0.0879 1.106139e+00 1.2563424 [198,] 0.0880 1.106265e+00 1.2563868 [199,] 0.0913 1.110413e+00 1.2578109 [200,] 0.0935 1.113181e+00 1.2587129 [201,] 0.0962 1.116581e+00 1.2597630 [202,] 0.1000 1.121371e+00 1.2611174 [203,] 0.1011 1.122758e+00 1.2614802 [204,] 0.1013 1.123011e+00 1.2615447 [205,] 0.1025 1.124525e+00 1.2619236 [206,] 0.1058 1.128691e+00 1.2628996 [207,] 0.1065 1.129575e+00 1.2630957 [208,] 0.1086 1.132228e+00 1.2636630 [209,] 0.1109 1.135135e+00 1.2642485 [210,] 0.1110 1.135262e+00 1.2642732 [211,] 0.1121 1.136652e+00 1.2645406 [212,] 0.1123 1.136905e+00 1.2645884 [213,] 0.1130 1.137791e+00 1.2647539 [214,] 0.1131 1.137917e+00 1.2647773 [215,] 0.1146 1.139814e+00 1.2651213 [216,] 0.1150 1.140321e+00 1.2652107 [217,] 0.1242 1.151969e+00 1.2668711 [218,] 0.1246 1.152475e+00 1.2669260 [219,] 0.1288 1.157798e+00 1.2674145 [220,] 0.1304 1.159826e+00 1.2675520 [221,] 0.1330 1.163121e+00 1.2677131 [222,] 0.1331 1.163248e+00 1.2677178 [223,] 0.1351 1.165784e+00 1.2677869 [224,] 0.1361 1.167052e+00 1.2678042 [225,] 0.1377 1.948019e-09 1.2678105 [226,] 0.1407 1.172883e+00 1.2678105 [227,] 0.1441 1.177194e+00 1.2678105 [228,] 0.1443 1.177448e+00 1.2678105 [229,] 0.1454 1.178842e+00 1.2678105 [230,] 0.1508 1.185688e+00 1.2678105 [231,] 0.1644 1.202931e+00 1.2678105 [232,] 0.1793 1.221821e+00 1.2678105 [233,] 0.1814 1.224483e+00 1.2678105 [234,] 0.1838 1.227526e+00 1.2678105 [235,] 0.1927 1.238810e+00 1.2678105 [236,] 0.1978 1.245275e+00 1.2678105 [237,] 0.2012 1.249586e+00 1.2678105 [238,] 0.2026 1.251361e+00 1.2678105 [239,] 0.2056 1.255164e+00 1.2678105 [240,] 0.2087 1.259095e+00 1.2678105 [241,] 0.2099 1.260616e+00 1.2678105 [242,] 0.2385 1.296875e+00 1.2678105 [243,] 0.2400 1.298777e+00 1.2678105 [244,] 0.2620 1.326678e+00 1.2694962 > > > ### 5. original from ../man/smooth.pen.reg.Rd (w/ n = 50) =================================== > doSmPen <- function(d, lambda, agcv, ...) doEst(d, smooth.pen.reg, lambda=lambda, agcv=agcv, ...) > > SmPen001F.sqr <- lapply(d.sqr, doSmPen, lambda = 0.01, agcv = FALSE) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 > SmPen001T.sqr <- lapply(d.sqr, doSmPen, lambda = 0.01, agcv = TRUE) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.02 0.00 0.02 user.self sys.self elapsed 0.01 0.00 0.01 user.self sys.self elapsed 0.01 0.00 0.01 > SmPen005F.sqr <- lapply(d.sqr, doSmPen, lambda = 0.05, agcv = FALSE) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.01 0.00 0.01 user.self sys.self elapsed 0 0 0 > SmPen005T.sqr <- lapply(d.sqr, doSmPen, lambda = 0.05, agcv = TRUE) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.01 0.00 0.02 user.self sys.self elapsed 0.02 0.00 0.02 user.self sys.self elapsed 0.01 0.00 0.01 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.02 0.00 0.02 user.self sys.self elapsed 0.02 0.00 0.02 > SmPen02F.sqr <- lapply(d.sqr, doSmPen, lambda = 0.2, agcv = FALSE) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 > SmPen02T.sqr <- lapply(d.sqr, doSmPen, lambda = 0.2, agcv = TRUE) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.01 0.00 0.01 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.02 0.00 0.02 user.self sys.self elapsed 0.01 0.00 0.02 > > SmPen001F.exp <- lapply(d.exp, doSmPen, lambda = 0.01, agcv = FALSE) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.01 0.00 0.02 user.self sys.self elapsed 0 0 0 > SmPen001T.exp <- lapply(d.exp, doSmPen, lambda = 0.01, agcv = TRUE) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.02 0.00 0.01 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.02 0.00 0.02 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.01 0.00 0.01 user.self sys.self elapsed 0.01 0.00 0.01 > SmPen005F.exp <- lapply(d.exp, doSmPen, lambda = 0.05, agcv = FALSE) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 > SmPen005T.exp <- lapply(d.exp, doSmPen, lambda = 0.05, agcv = TRUE) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.02 0.00 0.01 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.01 0.00 0.02 user.self sys.self elapsed 0.01 0.00 0.02 > SmPen02F.exp <- lapply(d.exp, doSmPen, lambda = 0.2, agcv = FALSE) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 > SmPen02T.exp <- lapply(d.exp, doSmPen, lambda = 0.2, agcv = TRUE) user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.02 0.00 0.01 user.self sys.self elapsed 0 0 0 user.self sys.self elapsed 0.02 0.00 0.02 > > SmPen001FSqr <- lapply(SmPen001F.sqr, `[[`, "fit") > SmPen001TSqr <- lapply(SmPen001T.sqr, `[[`, "fit") > SmPen001FExp <- lapply(SmPen001F.exp, `[[`, "fit") > SmPen001TExp <- lapply(SmPen001T.exp, `[[`, "fit") > > SmPen005FSqr <- lapply(SmPen005F.sqr, `[[`, "fit") > SmPen005TSqr <- lapply(SmPen005T.sqr, `[[`, "fit") > SmPen005FExp <- lapply(SmPen005F.exp, `[[`, "fit") > SmPen005TExp <- lapply(SmPen005T.exp, `[[`, "fit") > > SmPen02FSqr <- lapply(SmPen02F.sqr, `[[`, "fit") > SmPen02TSqr <- lapply(SmPen02T.sqr, `[[`, "fit") > SmPen02FExp <- lapply(SmPen02F.exp, `[[`, "fit") > SmPen02TExp <- lapply(SmPen02T.exp, `[[`, "fit") > > prMilli(t(sapply(SmPen001F.sqr, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=4 . . . n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 . . . n=220 . . . n=340 . . . n=510 . . . n=760 . . . > prMilli(t(sapply(SmPen001T.sqr, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=4 . . . n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 . . . n=220 . . . n=340 20 . 20 n=510 10 . 10 n=760 10 . 10 > prMilli(t(sapply(SmPen001F.exp, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=4 . . . n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 . . . n=220 . . . n=340 . . . n=510 10 . 20 n=760 . . . > prMilli(t(sapply(SmPen001T.exp, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=4 . . . n=6 . . . n=9 20 . 10 n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 20 . 20 n=220 . . . n=340 . . . n=510 10 . 10 n=760 10 . 10 > prMilli(t(sapply(SmPen005F.sqr, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=4 . . . n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 . . . n=220 . . . n=340 . . . n=510 10 . 10 n=760 . . . > prMilli(t(sapply(SmPen005T.sqr, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=4 . . . n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 10 . 20 n=100 20 . 20 n=150 10 . 10 n=220 . . . n=340 . . . n=510 20 . 20 n=760 20 . 20 > prMilli(t(sapply(SmPen005F.exp, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=4 . . . n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 . . . n=220 . . . n=340 . . . n=510 . . . n=760 . . . > prMilli(t(sapply(SmPen005T.exp, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=4 . . . n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 20 . 10 n=67 . . . n=100 . . . n=150 . . . n=220 . . . n=340 . . . n=510 10 . 20 n=760 10 . 20 > prMilli(t(sapply(SmPen02F.sqr, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=4 . . . n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 . . . n=220 . . . n=340 . . . n=510 . . . n=760 . . . > prMilli(t(sapply(SmPen02T.sqr, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=4 . . . n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 10 . 10 n=100 . . . n=150 . . . n=220 . . . n=340 . . . n=510 20 . 20 n=760 10 . 20 > prMilli(t(sapply(SmPen02F.exp, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=4 . . . n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 . . . n=220 . . . n=340 . . . n=510 . . . n=760 . . . > prMilli(t(sapply(SmPen02T.exp, `[[`, "sys.tm"))) Times [milli-seconds]: user.self sys.self elapsed n=4 . . . n=6 . . . n=9 . . . n=13 . . . n=20 . . . n=30 . . . n=44 . . . n=67 . . . n=100 . . . n=150 . . . n=220 . . . n=340 20 . 10 n=510 . . . n=760 20 . 20 > > if(do.pdf) pdf("SmPen001F_sqr.pdf"); invisible( lapply(SmPen001FSqr, plot) ) ; if(do.pdf) dev.off() null device 1 > if(do.pdf) pdf("SmPen001T_sqr.pdf"); invisible( lapply(SmPen001TSqr, plot) ) ; if(do.pdf) dev.off() null device 1 > if(do.pdf) pdf("SmPen001F_exp.pdf"); invisible( lapply(SmPen001FExp, plot) ) ; if(do.pdf) dev.off() null device 1 > if(do.pdf) pdf("SmPen001T_exp.pdf"); invisible( lapply(SmPen001TExp, plot) ) ; if(do.pdf) dev.off() null device 1 > > if(do.pdf) pdf("SmPen005F_sqr.pdf"); invisible( lapply(SmPen005FSqr, plot) ) ; if(do.pdf) dev.off() null device 1 > if(do.pdf) pdf("SmPen005T_sqr.pdf"); invisible( lapply(SmPen005TSqr, plot) ) ; if(do.pdf) dev.off() null device 1 > if(do.pdf) pdf("SmPen005F_exp.pdf"); invisible( lapply(SmPen005FExp, plot) ) ; if(do.pdf) dev.off() null device 1 > if(do.pdf) pdf("SmPen005T_exp.pdf"); invisible( lapply(SmPen005TExp, plot) ) ; if(do.pdf) dev.off() null device 1 > > if(do.pdf) pdf("SmPen02F_sqr.pdf"); invisible( lapply(SmPen02FSqr, plot) ) ; if(do.pdf) dev.off() null device 1 > if(do.pdf) pdf("SmPen02T_sqr.pdf"); invisible( lapply(SmPen02TSqr, plot) ) ; if(do.pdf) dev.off() null device 1 > if(do.pdf) pdf("SmPen02F_exp.pdf"); invisible( lapply(SmPen02FExp, plot) ) ; if(do.pdf) dev.off() null device 1 > if(do.pdf) pdf("SmPen02T_exp.pdf"); invisible( lapply(SmPen02TExp, plot) ) ; if(do.pdf) dev.off() null device 1 > > str(pSqF <- vapply(SmPen001FSqr, predict, FUN.VALUE=newd, newdata = newd)); pSqF num [1:244, 1:14] -0.0495 -0.0492 -0.0492 -0.0491 -0.049 ... - attr(*, "dimnames")=List of 2 ..$ : NULL ..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ... n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 [1,] -0.0494517758 -0.29922354 0.2189297 0.10759768 0.3994548 0.10136760 0.2585125 0.05143858 0.1875491944 [2,] -0.0492126409 -0.31722215 0.2200630 0.09211100 0.4118014 0.07070302 0.2426878 0.05563782 0.1701855874 [3,] -0.0491703076 -0.31862137 0.2205001 0.09052098 0.4132561 0.06747584 0.2406025 0.05647916 0.1676419019 [4,] -0.0490541289 -0.32130194 0.2217493 0.08700215 0.4166133 0.06032117 0.2356067 0.05864856 0.1613563044 [5,] -0.0489552678 -0.32272130 0.2228111 0.08466188 0.4189545 0.05557126 0.2319685 0.06034945 0.1566757567 [6,] -0.0488012736 -0.32400861 0.2244106 0.08175428 0.4219878 0.04970991 0.2270664 0.06278541 0.1503142204 [7,] -0.0487925308 -0.32405755 0.2244990 0.08160916 0.4221430 0.04941920 0.2268101 0.06291707 0.1499813759 [8,] -0.0486691224 -0.32454588 0.2257188 0.07973364 0.4241826 0.04568410 0.2233928 0.06471117 0.1455562709 [9,] -0.0485142810 -0.32474687 0.2271775 0.07774211 0.4264213 0.04177492 0.2195439 0.06681536 0.1406235704 [10,] -0.0482330358 -0.32436589 0.2296444 0.07482044 0.4298539 0.03619054 0.2134717 0.07030741 0.1330194514 [11,] -0.0481503678 -0.32413143 0.2303301 0.07408687 0.4307474 0.03482222 0.2118631 0.07126303 0.1310516375 [12,] -0.0481406653 -0.32410116 0.2304095 0.07400385 0.4308494 0.03466827 0.2116788 0.07137323 0.1308275785 [13,] -0.0481137101 -0.32401424 0.2306289 0.07377642 0.4311299 0.03424752 0.2111714 0.07167727 0.1302124054 [14,] -0.0480534939 -0.32380607 0.2311131 0.07328469 0.4317415 0.03334278 0.2100622 0.07234552 0.1288756709 [15,] -0.0479886874 -0.32356243 0.2316253 0.07277914 0.4323779 0.03241985 0.2089036 0.07304828 0.1274921580 [16,] -0.0479135323 -0.32325740 0.2322083 0.07222115 0.4330899 0.03141001 0.2076029 0.07384275 0.1259546198 [17,] -0.0477519057 -0.32253309 0.2334243 0.07111287 0.4345369 0.02943323 0.2049466 0.07548105 0.1228649824 [18,] -0.0477103934 -0.32233426 0.2337289 0.07084647 0.4348917 0.02896410 0.2042929 0.07588715 0.1221145102 [19,] -0.0476498217 -0.32203609 0.2341678 0.07046996 0.4353983 0.02830527 0.2033583 0.07646947 0.1210482116 [20,] -0.0471422231 -0.31926211 0.2376205 0.06778837 0.4392098 0.02377147 0.1962982 0.08091996 0.1132232931 [21,] -0.0471164513 -0.31911170 0.2377861 0.06767123 0.4393859 0.02358056 0.1959715 0.08112742 0.1128704285 [22,] -0.0467827609 -0.31711162 0.2398581 0.06628684 0.4415455 0.02137835 0.1919706 0.08367273 0.1086088154 [23,] -0.0465045624 -0.31539050 0.2414916 0.06529551 0.4431976 0.01987121 0.1889224 0.08561234 0.1054323118 [24,] -0.0464341313 -0.31494956 0.2418929 0.06506490 0.4435975 0.01953022 0.1881872 0.08607937 0.1046747896 [25,] -0.0461969652 -0.31345397 0.2432104 0.06434249 0.4448951 0.01848864 0.1858103 0.08758349 0.1022471390 [26,] -0.0460154974 -0.31230164 0.2441855 0.06384150 0.4458416 0.01779268 0.1840866 0.08866463 0.1005060840 [27,] -0.0458269807 -0.31110021 0.2451702 0.06336396 0.4467866 0.01715252 0.1823756 0.08972566 0.0987920295 [28,] -0.0456102438 -0.30971635 0.2462692 0.06286422 0.4478294 0.01651071 0.1805011 0.09086947 0.0969276578 [29,] -0.0455413468 -0.30927630 0.2466116 0.06271564 0.4481517 0.01632618 0.1799247 0.09121615 0.0963566443 [30,] -0.0454715831 -0.30883078 0.2469550 0.06256999 0.4484740 0.01614837 0.1793502 0.09155887 0.0957883582 [31,] -0.0454553601 -0.30872719 0.2470344 0.06253680 0.4485483 0.01610829 0.1792178 0.09163737 0.0956575945 [32,] -0.0453790364 -0.30823998 0.2474056 0.06238399 0.4488950 0.01592603 0.1786018 0.09200065 0.0950492019 [33,] -0.0453735457 -0.30820494 0.2474321 0.06237320 0.4489198 0.01591331 0.1785578 0.09202640 0.0950058596 [34,] -0.0453625487 -0.30813476 0.2474853 0.06235169 0.4489693 0.01588800 0.1784700 0.09207782 0.0949192201 [35,] -0.0449760999 -0.30567401 0.2493057 0.06166308 0.4506505 0.01512354 0.1755147 0.09375865 0.0920072907 [36,] -0.0448934672 -0.30514963 0.2496838 0.06153182 0.4509960 0.01498957 0.1749138 0.09408722 0.0914153670 [37,] -0.0445833885 -0.30318942 0.2510703 0.06108488 0.4522530 0.01457001 0.1727485 0.09522827 0.0892784147 [38,] -0.0445584607 -0.30303240 0.2511796 0.06105193 0.4523514 0.01454168 0.1725803 0.09531388 0.0891120054 [39,] -0.0445146221 -0.30275650 0.2513712 0.06099500 0.4525237 0.01449372 0.1722865 0.09546232 0.0888211793 [40,] -0.0443750540 -0.30188004 0.2519749 0.06082232 0.4530649 0.01435636 0.1713683 0.09591736 0.0879102646 [41,] -0.0443300733 -0.30159823 0.2521676 0.06076937 0.4532369 0.01431694 0.1710778 0.09605848 0.0876213750 [42,] -0.0441671518 -0.30058029 0.2528576 0.06058818 0.4538511 0.01419307 0.1700467 0.09654810 0.0865931052 [43,] -0.0440743514 -0.30000248 0.2532454 0.06049217 0.4541947 0.01413533 0.1694739 0.09681250 0.0860195014 [44,] -0.0440275269 -0.29971151 0.2534397 0.06044566 0.4543665 0.01410959 0.1691887 0.09694207 0.0857332596 [45,] -0.0439330251 -0.29912546 0.2538290 0.06035561 0.4547098 0.01406443 0.1686210 0.09719598 0.0851618361 [46,] -0.0438167352 -0.29840653 0.2543031 0.06025167 0.4551264 0.01402092 0.1679362 0.09749494 0.0844697475 [47,] -0.0437822096 -0.29819356 0.2544428 0.06022223 0.4552489 0.01401050 0.1677358 0.09758091 0.0842665410 [48,] -0.0433635939 -0.29562955 0.2561003 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0.2966055 0.07401958 0.4859193 0.05143635 0.1391905 0.09294230 0.0314594798 [159,] -0.0287195837 -0.22544902 0.2973880 0.07462610 0.4863824 0.05268438 0.1391714 0.09244952 0.0306103355 [160,] -0.0286857971 -0.22531975 0.2974665 0.07468742 0.4864287 0.05281018 0.1391701 0.09239957 0.0305253752 [161,] -0.0284822900 -0.22454315 0.2979382 0.07505781 0.4867064 0.05356873 0.1391647 0.09209741 0.0300154448 [162,] -0.0282774303 -0.22376488 0.2984112 0.07543249 0.4869840 0.05433365 0.1391633 0.09179102 0.0295052361 [163,] -0.0282602975 -0.22369995 0.2984507 0.07546391 0.4870071 0.05439768 0.1391634 0.09176530 0.0294627066 [164,] -0.0282260035 -0.22357006 0.2985297 0.07552683 0.4870533 0.05452587 0.1391636 0.09171377 0.0293776421 [165,] -0.0281228952 -0.22318008 0.2987669 0.07571630 0.4871920 0.05491148 0.1391648 0.09155850 0.0291224053 [166,] -0.0278636349 -0.22220331 0.2993615 0.07619461 0.4875386 0.05588231 0.1391723 0.09116591 0.0284840386 [167,] -0.0275847373 -0.22115850 0.2999981 0.07671205 0.4879081 0.05692842 0.1391870 0.09074039 0.0278027061 [168,] -0.0274970819 -0.22083137 0.3001975 0.07687527 0.4880235 0.05725753 0.1391930 0.09060603 0.0275897082 [169,] -0.0272680605 -0.21997947 0.3007172 0.07730302 0.4883234 0.05811809 0.1392117 0.09025368 0.0270357426 [170,] -0.0271618127 -0.21958560 0.3009577 0.07750207 0.4884617 0.05851761 0.1392219 0.09008962 0.0267799864 [171,] -0.0269304234 -0.21873074 0.3014797 0.07793689 0.4887614 0.05938826 0.1392471 0.08973115 0.0262256856 [172,] -0.0268946807 -0.21859905 0.3015602 0.07800421 0.4888075 0.05952281 0.1392513 0.08967564 0.0261403897 [173,] -0.0265712603 -0.21741162 0.3022861 0.07861518 0.4892220 0.06074091 0.1392944 0.08917186 0.0253725149 [174,] -0.0262993476 -0.21641911 0.3028934 0.07913127 0.4895673 0.06176571 0.1393366 0.08874648 0.0247323517 [175,] -0.0254890852 -0.21349192 0.3046871 0.08068103 0.4905786 0.06482117 0.1394929 0.08747122 0.0228533979 [176,] -0.0253958089 -0.21315778 0.3048921 0.08086049 0.4906934 0.06517295 0.1395137 0.08732384 0.0226397933 [177,] -0.0253397250 -0.21295715 0.3050152 0.08096848 0.4907623 0.06538446 0.1395264 0.08723518 0.0225116236 [178,] -0.0250202378 -0.21181812 0.3057144 0.08158504 0.4911524 0.06658923 0.1396029 0.08672959 0.0217852423 [179,] -0.0246216237 -0.21040612 0.3065820 0.08235733 0.4916338 0.06809188 0.1397067 0.08609779 0.0208877875 [180,] -0.0245643209 -0.21020395 0.3067062 0.08246861 0.4917026 0.06830783 0.1397224 0.08600690 0.0207595691 [181,] -0.0244110745 -0.20966430 0.3070380 0.08276651 0.4918859 0.06888525 0.1397653 0.08576380 0.0204176441 [182,] -0.0241606849 -0.20878563 0.3075785 0.08325417 0.4921835 0.06982836 0.1398381 0.08536650 0.0198619959 [183,] -0.0241413541 -0.20871795 0.3076201 0.08329187 0.4922064 0.06990115 0.1398439 0.08533582 0.0198192531 [184,] -0.0239863463 -0.20817607 0.3079536 0.08359436 0.4923895 0.07048473 0.1398908 0.08508986 0.0194773096 [185,] -0.0231024066 -0.20511279 0.3098404 0.08532650 0.4934182 0.07380812 0.1401815 0.08368855 0.0175540092 [186,] -0.0230427479 -0.20490765 0.3099669 0.08544381 0.4934867 0.07403210 0.1402025 0.08359412 0.0174258077 [187,] -0.0226426798 -0.20353706 0.3108120 0.08623157 0.4939431 0.07553287 0.1403473 0.08296167 0.0165712404 [188,] -0.0223804429 -0.20264340 0.3113634 0.08674895 0.4942396 0.07651536 0.1404461 0.08254796 0.0160159259 [189,] -0.0222385205 -0.20216128 0.3116609 0.08702925 0.4943992 0.07704665 0.1405008 0.08232438 0.0157169809 [190,] -0.0218917526 -0.20098775 0.3123854 0.08771498 0.4947865 0.07834341 0.1406381 0.08177917 0.0149912323 [191,] -0.0217480992 -0.20050343 0.3126845 0.08799937 0.4949459 0.07888002 0.1406964 0.08155380 0.0146925208 [192,] -0.0214799687 -0.19960227 0.3132411 0.08853066 0.4952418 0.07988062 0.1408076 0.08113397 0.0141380010 [193,] -0.0214385624 -0.19946343 0.3133269 0.08861276 0.4952873 0.08003503 0.1408251 0.08106925 0.0140527193 [194,] -0.0213140939 -0.19904659 0.3135844 0.08885962 0.4954238 0.08049897 0.1408779 0.08087484 0.0137969239 [195,] -0.0210012836 -0.19800241 0.3142297 0.08948050 0.4957649 0.08166364 0.1410135 0.08038745 0.0131577899 [196,] -0.0205594008 -0.19653551 0.3151366 0.09035861 0.4962420 0.08330554 0.1412115 0.07970207 0.0122639838 [197,] -0.0203898483 -0.19597513 0.3154831 0.09069582 0.4964236 0.08393446 0.1412895 0.07944013 0.0119238535 [198,] -0.0203686069 -0.19590502 0.3155264 0.09073808 0.4964463 0.08401321 0.1412993 0.07940735 0.0118813536 [199,] -0.0196617249 -0.19358389 0.3169623 0.09214535 0.4971949 0.08662808 0.1416368 0.07832226 0.0104812793 [200,] -0.0191840588 -0.19202824 0.3179250 0.09309718 0.4976933 0.08838849 0.1418751 0.07759553 0.0095510514 [201,] -0.0185907743 -0.19010996 0.3191125 0.09427999 0.4983043 0.09056721 0.1421824 0.07670075 0.0084137684 [202,] -0.0177425093 -0.18739304 0.3207948 0.09597146 0.4991630 0.09366650 0.1426426 0.07543758 0.0068236561 [203,] -0.0174940446 -0.18660281 0.3212842 0.09646683 0.4994113 0.09457065 0.1427818 0.07507138 0.0063661361 [204,] -0.0174487280 -0.18645895 0.3213733 0.09655717 0.4994564 0.09473537 0.1428074 0.07500478 0.0062831002 [205,] -0.0171759146 -0.18559459 0.3219086 0.09710097 0.4997271 0.09572581 0.1429630 0.07460510 0.0057859002 [206,] -0.0164175679 -0.18320712 0.3233874 0.09861173 0.5004708 0.09846786 0.1434077 0.07350575 0.0044284004 [207,] -0.0162551710 -0.18269870 0.3237023 0.09893504 0.5006284 0.09905289 0.1435052 0.07327262 0.0041424653 [208,] -0.0157647395 -0.18116922 0.3246496 0.09991088 0.5011009 0.10081492 0.1438045 0.07257360 0.0032893236 [209,] -0.0152220002 -0.17948680 0.3256915 0.10098964 0.5016179 0.10275643 0.1441438 0.07180903 0.0023635648 [210,] -0.0151982695 -0.17941348 0.3257369 0.10103678 0.5016404 0.10284111 0.1441588 0.07177582 0.0023235319 [211,] -0.0149364973 -0.17860598 0.3262370 0.10155657 0.5018874 0.10377411 0.1443257 0.07141072 0.0018844209 [212,] -0.0148887574 -0.17845898 0.3263280 0.10165133 0.5019323 0.10394404 0.1443563 0.07134438 0.0018048331 [213,] -0.0147213160 -0.17794399 0.3266469 0.10198358 0.5020895 0.10453947 0.1444643 0.07111231 0.0015268983 [214,] -0.0146973511 -0.17787037 0.3266925 0.10203112 0.5021119 0.10462462 0.1444798 0.07107917 0.0014872732 [215,] -0.0143365337 -0.17676421 0.3273774 0.10274652 0.5024485 0.10590443 0.1447152 0.07058260 0.0008953612 [216,] -0.0142398896 -0.17646868 0.3275604 0.10293801 0.5025382 0.10624653 0.1447789 0.07045034 0.0007383161 [217,] -0.0119671167 -0.16960615 0.3318070 0.10742208 0.5045969 0.11420444 0.1463459 0.06743484 -0.0027694302 [218,] -0.0118661114 -0.16930491 0.3319933 0.10762036 0.5046863 0.11455414 0.1464186 0.06730515 -0.0029169539 [219,] -0.0107944248 -0.16612729 0.3339575 0.10971802 0.5056231 0.11824350 0.1472039 0.06595240 -0.0044377194 [220,] -0.0103807911 -0.16490970 0.3347097 0.11052444 0.5059795 0.11965716 0.1475140 0.06544181 -0.0050028193 [221,] -0.0097022742 -0.16292273 0.3359366 0.11184314 0.5065581 0.12196366 0.1480310 0.06461832 -0.0059032878 [222,] -0.0096760195 -0.16284610 0.3359839 0.11189406 0.5065804 0.12205260 0.1480512 0.06458681 -0.0059374695 [223,] -0.0091484634 -0.16131025 0.3369318 0.11291548 0.5070250 0.12383479 0.1484603 0.06395927 -0.0066139411 [224,] -0.0088829215 -0.16054000 0.3374070 0.11342831 0.5072471 0.12472831 0.1486685 0.06364746 -0.0069469968 [225,] -0.0084556000 -0.15930435 0.3381690 0.11425174 0.5076023 0.12616124 0.1490063 0.06315144 -0.0074725738 [226,] -0.0076461964 -0.15697668 0.3396036 0.11580491 0.5082677 0.12885863 0.1496558 0.06223144 -0.0084334123 [227,] -0.0067159033 -0.15432148 0.3412385 0.11757915 0.5090206 0.13193185 0.1504164 0.06120585 -0.0094829266 [228,] -0.0066607490 -0.15416472 0.3413349 0.11768397 0.5090649 0.13211315 0.1504620 0.06114612 -0.0095433398 [229,] -0.0063565407 -0.15330139 0.3418661 0.11826136 0.5093082 0.13311128 0.1507140 0.06081885 -0.0098729319 [230,] -0.0048419562 -0.14903506 0.3444880 0.12111751 0.5105010 0.13803489 0.1519884 0.05924424 -0.0114225054 [231,] -0.0008690923 -0.13807893 0.3511960 0.12846702 0.5134918 0.15058620 0.1554539 0.05555111 -0.0147780686 [232,] 0.0037501275 -0.12571771 0.3587138 0.13676596 0.5167469 0.16454122 0.1596196 0.05205487 -0.0174515338 [233,] 0.0044240537 -0.12394464 0.3597872 0.13795563 0.5172038 0.16652215 0.1602338 0.05161608 -0.0177371456 [234,] 0.0052012739 -0.12190878 0.3610182 0.13932116 0.5177255 0.16878977 0.1609431 0.05113241 -0.0180353231 [235,] 0.0081494204 -0.11426972 0.3656213 0.14443912 0.5196550 0.17722951 0.1636359 0.04951424 -0.0188724147 [236,] 0.0098861500 -0.10982795 0.3682859 0.14740953 0.5207571 0.18208428 0.1652178 0.04871980 -0.0191516344 [237,] 0.0110633543 -0.10684036 0.3700731 0.14940469 0.5214903 0.18532691 0.1662858 0.04824750 -0.0192520595 [238,] 0.0115526222 -0.10560402 0.3708115 0.15022964 0.5217919 0.18666334 0.1667283 0.04806681 -0.0192728718 [239,] 0.0126100106 -0.10294262 0.3723986 0.15200404 0.5224375 0.18952927 0.1676817 0.04770694 -0.0192761856 [240,] 0.0137155395 -0.10017517 0.3740455 0.15384700 0.5231036 0.19249340 0.1686738 0.04737413 -0.0192191708 [241,] 0.0141470213 -0.09909918 0.3746850 0.15456295 0.5233612 0.19364143 0.1690598 0.04725594 -0.0191802520 [242,] 0.0250269570 -0.07267426 0.3902278 0.17202759 0.5294576 0.22102870 0.1787234 0.04618301 -0.0153459809 [243,] 0.0256297959 -0.07124703 0.3910587 0.17296386 0.5297750 0.22246256 0.1792615 0.04621843 -0.0149911744 [244,] 0.0348521931 -0.04984197 0.4034188 0.18690974 0.5344049 0.24338876 0.1876378 0.04778575 -0.0080794454 n=150 n=220 n=340 n=510 n=760 [1,] 0.0991628583 0.14561794 0.1043698066 0.0978139062 0.06863758 [2,] 0.0695145091 0.13291446 0.0745270700 0.0780318472 0.03994124 [3,] 0.0662920969 0.13154626 0.0711096970 0.0760283447 0.03746303 [4,] 0.0590216636 0.12847216 0.0632081383 0.0713619670 0.03252091 [5,] 0.0540786587 0.12636115 0.0576559552 0.0680441121 0.02966258 [6,] 0.0478245133 0.12365586 0.0503761908 0.0636805818 0.02654825 [7,] 0.0475093188 0.12351845 0.0500015521 0.0634552510 0.02640446 [8,] 0.0434121388 0.12172435 0.0450676403 0.0604652513 0.02463752 [9,] 0.0390165583 0.11978966 0.0396446091 0.0570959461 0.02293304 [10,] 0.0324907836 0.11692144 0.0313165750 0.0516281057 0.02069308 [11,] 0.0308349505 0.11619888 0.0291362323 0.0501210205 0.02016917 [12,] 0.0306469124 0.11611708 0.0288867325 0.0499464064 0.02011077 [13,] 0.0301310367 0.11589298 0.0282002395 0.0494636560 0.01995167 [14,] 0.0290115906 0.11540844 0.0267004335 0.0483970185 0.01961219 [15,] 0.0278540441 0.11491034 0.0251349140 0.0472656632 0.01926938 [16,] 0.0265673910 0.11436082 0.0233771424 0.0459731377 0.01889806 [17,] 0.0239775589 0.11327094 0.0197828083 0.0432563261 0.01818186 [18,] 0.0233470232 0.11300938 0.0188965671 0.0425709266 0.01801407 [19,] 0.0224497858 0.11264006 0.0176280984 0.0415790304 0.01778019 [20,] 0.0157917152 0.11002538 0.0079572199 0.0335827671 0.01626659 [21,] 0.0154872983 0.10991199 0.0075053984 0.0331897820 0.01620887 [22,] 0.0117706474 0.10857449 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-0.0303943249 0.08363511 -0.0111409098 -0.0374216774 0.02062362 [221,] -0.0299082512 0.08413966 -0.0092983157 -0.0362679775 0.02107561 [222,] -0.0298892991 0.08415929 -0.0092270222 -0.0362233643 0.02109342 [223,] -0.0295063171 0.08455531 -0.0077947393 -0.0353275553 0.02145643 [224,] -0.0293120405 0.08475568 -0.0070741058 -0.0348771898 0.02164277 [225,] -0.0289973927 0.08507950 -0.0059150426 -0.0341532667 0.02194767 [226,] -0.0283950366 0.08569725 -0.0037224489 -0.0327849201 0.02254172 [227,] -0.0276933492 0.08641398 -0.0012086169 -0.0312169766 0.02325054 [228,] -0.0276514585 0.08645669 -0.0010598326 -0.0311241782 0.02329342 [229,] -0.0274198582 0.08669266 -0.0002397705 -0.0306126421 0.02353167 [230,] -0.0262541301 0.08787747 0.0038267266 -0.0280723706 0.02475789 [231,] -0.0231187049 0.09105275 0.0143179213 -0.0214466587 0.02820795 [232,] -0.0193572288 0.09483707 0.0260701252 -0.0137738804 0.03242121 [233,] -0.0187996651 0.09539534 0.0277380894 -0.0126515550 0.03303538 [234,] -0.0181545867 0.09604068 0.0296463934 -0.0113549714 0.03374044 [235,] -0.0156927756 0.09850075 0.0367423498 -0.0063997802 0.03637546 [236,] -0.0142356186 0.09995712 0.0408202253 -0.0034462690 0.03789807 [237,] -0.0132464964 0.10094712 0.0435419695 -0.0014291737 0.03891965 [238,] -0.0128352379 0.10135927 0.0446634342 -0.0005871038 0.03934233 [239,] -0.0119463809 0.10225171 0.0470681990 0.0012405951 0.04025391 [240,] -0.0110173211 0.10318789 0.0495556722 0.0031634714 0.04120687 [241,] -0.0106548845 0.10355428 0.0505193193 0.0039174033 0.04157927 [242,] -0.0015695885 0.11292263 0.0735432578 0.0236150962 0.05122852 [243,] -0.0010691360 0.11344422 0.0747455235 0.0247411096 0.05178425 [244,] 0.0065419982 0.12129804 0.0921095927 0.0419337732 0.06061136 > str(pSqT <- vapply(SmPen001TSqr, predict, FUN.VALUE=newd, newdata = newd)); pSqT num [1:244, 1:14] -0.0495 -0.0492 -0.0492 -0.0491 -0.049 ... - attr(*, "dimnames")=List of 2 ..$ : NULL ..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ... n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 [1,] -0.0494517758 -0.29922354 0.2189297 0.10759768 0.3994548 0.10136760 0.2585125 0.05143858 0.1875491944 [2,] -0.0492126409 -0.31722215 0.2200630 0.09211100 0.4118014 0.07070302 0.2426878 0.05563782 0.1701855874 [3,] -0.0491703076 -0.31862137 0.2205001 0.09052098 0.4132561 0.06747584 0.2406025 0.05647916 0.1676419019 [4,] -0.0490541289 -0.32130194 0.2217493 0.08700215 0.4166133 0.06032117 0.2356067 0.05864856 0.1613563044 [5,] -0.0489552678 -0.32272130 0.2228111 0.08466188 0.4189545 0.05557126 0.2319685 0.06034945 0.1566757567 [6,] -0.0488012736 -0.32400861 0.2244106 0.08175428 0.4219878 0.04970991 0.2270664 0.06278541 0.1503142204 [7,] -0.0487925308 -0.32405755 0.2244990 0.08160916 0.4221430 0.04941920 0.2268101 0.06291707 0.1499813759 [8,] -0.0486691224 -0.32454588 0.2257188 0.07973364 0.4241826 0.04568410 0.2233928 0.06471117 0.1455562709 [9,] -0.0485142810 -0.32474687 0.2271775 0.07774211 0.4264213 0.04177492 0.2195439 0.06681536 0.1406235704 [10,] 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0.1667283 0.04806681 -0.0192728718 [239,] 0.0126100106 -0.10294262 0.3723986 0.15200404 0.5224375 0.18952927 0.1676817 0.04770694 -0.0192761856 [240,] 0.0137155395 -0.10017517 0.3740455 0.15384700 0.5231036 0.19249340 0.1686738 0.04737413 -0.0192191708 [241,] 0.0141470213 -0.09909918 0.3746850 0.15456295 0.5233612 0.19364143 0.1690598 0.04725594 -0.0191802520 [242,] 0.0250269570 -0.07267426 0.3902278 0.17202759 0.5294576 0.22102870 0.1787234 0.04618301 -0.0153459809 [243,] 0.0256297959 -0.07124703 0.3910587 0.17296386 0.5297750 0.22246256 0.1792615 0.04621843 -0.0149911744 [244,] 0.0348521931 -0.04984197 0.4034188 0.18690974 0.5344049 0.24338876 0.1876378 0.04778575 -0.0080794454 n=150 n=220 n=340 n=510 n=760 [1,] 0.0991628583 0.14561794 0.1043698066 0.0978139062 0.06863758 [2,] 0.0695145091 0.13291446 0.0745270700 0.0780318472 0.03994124 [3,] 0.0662920969 0.13154626 0.0711096970 0.0760283447 0.03746303 [4,] 0.0590216636 0.12847216 0.0632081383 0.0713619670 0.03252091 [5,] 0.0540786587 0.12636115 0.0576559552 0.0680441121 0.02966258 [6,] 0.0478245133 0.12365586 0.0503761908 0.0636805818 0.02654825 [7,] 0.0475093188 0.12351845 0.0500015521 0.0634552510 0.02640446 [8,] 0.0434121388 0.12172435 0.0450676403 0.0604652513 0.02463752 [9,] 0.0390165583 0.11978966 0.0396446091 0.0570959461 0.02293304 [10,] 0.0324907836 0.11692144 0.0313165750 0.0516281057 0.02069308 [11,] 0.0308349505 0.11619888 0.0291362323 0.0501210205 0.02016917 [12,] 0.0306469124 0.11611708 0.0288867325 0.0499464064 0.02011077 [13,] 0.0301310367 0.11589298 0.0282002395 0.0494636560 0.01995167 [14,] 0.0290115906 0.11540844 0.0267004335 0.0483970185 0.01961219 [15,] 0.0278540441 0.11491034 0.0251349140 0.0472656632 0.01926938 [16,] 0.0265673910 0.11436082 0.0233771424 0.0459731377 0.01889806 [17,] 0.0239775589 0.11327094 0.0197828083 0.0432563261 0.01818186 [18,] 0.0233470232 0.11300938 0.0188965671 0.0425709266 0.01801407 [19,] 0.0224497858 0.11264006 0.0176280984 0.0415790304 0.01778019 [20,] 0.0157917152 0.11002538 0.0079572199 0.0335827671 0.01626659 [21,] 0.0154872983 0.10991199 0.0075053984 0.0331897820 0.01620887 [22,] 0.0117706474 0.10857449 0.0019428342 0.0281981014 0.01560467 [23,] 0.0089416289 0.10760829 -0.0023314295 0.0241616311 0.01528065 [24,] 0.0082580283 0.10737999 -0.0033665837 0.0231565159 0.01522133 [25,] 0.0060405499 0.10664934 -0.0067255271 0.0198224782 0.01508112 [26,] 0.0044240789 0.10612358 -0.0091746034 0.0173240231 0.01503054 [27,] 0.0028137578 0.10560205 -0.0116187773 0.0147740507 0.01502503 [28,] 0.0010446352 0.10502822 -0.0143142128 0.0118954953 0.01507181 [29,] 0.0004998223 0.10485081 -0.0151470261 0.0109916916 0.01509773 [30,] -0.0000435403 0.10467339 -0.0159790026 0.0100819319 0.01512915 [31,] -0.0001687178 0.10463243 -0.0161708701 0.0098711514 0.01513718 [32,] -0.0007517779 0.10444122 -0.0170655746 0.0088834280 0.01517863 [33,] -0.0007933541 0.10442755 -0.0171294370 0.0088126234 0.01518184 [34,] -0.0008764775 0.10440022 -0.0172571427 0.0086709148 0.01518836 [35,] -0.0036777615 0.10346629 -0.0215807968 0.0037799325 0.01549001 [36,] -0.0042479369 0.10327239 -0.0224657215 0.0027570475 0.01557120 [37,] -0.0063035431 0.10255902 -0.0256699376 -0.0010066963 0.01591781 [38,] -0.0064632560 0.10250252 -0.0259196847 -0.0013040230 0.01594816 [39,] -0.0067421975 0.10240345 -0.0263560975 -0.0018249734 0.01600231 [40,] -0.0076141421 0.10209020 -0.0277217330 -0.0034669364 0.01618076 [41,] -0.0078900328 0.10198988 -0.0281541521 -0.0039906917 0.01624007 [42,] -0.0088690156 0.10162868 -0.0296889941 -0.0058653554 0.01646153 [43,] -0.0094127749 0.10142421 -0.0305412985 -0.0069173534 0.01659186 [44,] -0.0096834120 0.10132132 -0.0309653176 -0.0074437745 0.01665864 [45,] -0.0102221428 0.10111415 -0.0318087968 -0.0084972078 0.01679526 [46,] -0.0108716417 0.10085983 -0.0328242785 -0.0097769434 0.01696628 [47,] -0.0110616712 0.10078441 -0.0331210127 -0.0101533569 0.01701756 [48,] -0.0132675258 0.09986981 -0.0365492550 -0.0145882222 0.01764840 [49,] 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0.01801481 [162,] -0.0381623887 0.07733703 -0.0549637044 -0.0639911854 0.01788738 [163,] -0.0381631515 0.07733073 -0.0549328771 -0.0639797070 0.01787689 [164,] -0.0381645951 0.07731820 -0.0548710376 -0.0639565161 0.01785596 [165,] -0.0381682708 0.07728134 -0.0546840419 -0.0638850816 0.01779365 [166,] -0.0381731711 0.07719380 -0.0542069338 -0.0636944530 0.01764111 [167,] -0.0381716840 0.07710789 -0.0536830835 -0.0634725753 0.01748370 [168,] -0.0381698066 0.07708265 -0.0535162621 -0.0633993916 0.01743567 [169,] -0.0381617952 0.07702066 -0.0530756691 -0.0632007032 0.01731353 [170,] -0.0381565790 0.07699385 -0.0528690092 -0.0631049583 0.01725854 [171,] -0.0381420046 0.07693972 -0.0524141670 -0.0628889074 0.01714253 [172,] -0.0381393664 0.07693188 -0.0523433381 -0.0628546362 0.01712508 [173,] -0.0381108971 0.07686723 -0.0516957165 -0.0625340326 0.01697306 [174,] -0.0380807151 0.07682163 -0.0511421535 -0.0622504417 0.01685365 [175,] -0.0379587710 0.07673288 -0.0494467082 -0.0613355927 0.01654520 [176,] -0.0379417964 0.07672716 -0.0492473719 -0.0612240743 0.01651432 [177,] -0.0379313091 0.07672416 -0.0491271238 -0.0611564484 0.01649622 [178,] -0.0378676148 0.07671335 -0.0484366103 -0.0607632848 0.01639963 [179,] -0.0377789949 0.07671458 -0.0475623392 -0.0602549443 0.01629458 [180,] -0.0377654449 0.07671607 -0.0474355262 -0.0601803408 0.01628088 [181,] -0.0377282304 0.07672167 -0.0470950225 -0.0599790329 0.01624592 [182,] -0.0376644171 0.07673574 -0.0465344806 -0.0596447073 0.01619412 [183,] -0.0376593378 0.07673708 -0.0464909926 -0.0596186272 0.01619039 [184,] -0.0376178301 0.07674910 -0.0461411943 -0.0594081563 0.01616190 [185,] -0.0373557068 0.07686006 -0.0441112696 -0.0581665248 0.01604631 [186,] -0.0373365210 0.07687007 -0.0439722067 -0.0580804377 0.01604134 [187,] -0.0372032214 0.07694510 -0.0430332971 -0.0574966075 0.01601711 [188,] -0.0371115813 0.07700160 -0.0424120319 -0.0571081962 0.01600975 [189,] -0.0370606193 0.07703454 -0.0420739422 -0.0568962585 0.01600855 [190,] -0.0369321752 0.07712188 -0.0412425377 -0.0563737213 0.01601379 [191,] -0.0368773717 0.07716086 -0.0408959589 -0.0561554179 0.01601932 [192,] -0.0367726523 0.07723789 -0.0402457902 -0.0557452694 0.01603484 [193,] -0.0367562037 0.07725028 -0.0401450138 -0.0556816333 0.01603784 [194,] -0.0367063197 0.07728829 -0.0398414878 -0.0554898807 0.01604781 [195,] -0.0365780935 0.07738889 -0.0390748486 -0.0550050595 0.01607916 [196,] -0.0363902105 0.07754290 -0.0379829735 -0.0543136948 0.01613858 [197,] -0.0363160918 0.07760556 -0.0375613854 -0.0540465880 0.01616598 [198,] -0.0363067289 0.07761354 -0.0375084701 -0.0540130587 0.01616959 [199,] -0.0359856333 0.07789594 -0.0357355303 -0.0528894764 0.01631088 [200,] -0.0357586539 0.07810421 -0.0345251312 -0.0521223017 0.01642765 [201,] -0.0354662143 0.07838110 -0.0330090986 -0.0511617385 0.01659391 [202,] -0.0350291777 0.07880943 -0.0308194733 -0.0497763687 0.01686935 [203,] -0.0348970623 0.07894164 -0.0301736296 -0.0493684324 0.01695787 [204,] -0.0348727614 0.07896607 -0.0300556310 -0.0492939417 0.01697438 [205,] -0.0347251117 0.07911513 -0.0293439613 -0.0488449684 0.01707599 [206,] -0.0343024460 0.07954672 -0.0273547068 -0.0475924150 0.01737756 [207,] -0.0342096396 0.07964228 -0.0269267520 -0.0473233010 0.01744558 [208,] -0.0339245922 0.07993721 -0.0256304841 -0.0465087392 0.01765792 [209,] -0.0336009720 0.08027413 -0.0241896719 -0.0456041719 0.01790443 [210,] -0.0335866302 0.08028910 -0.0241265331 -0.0455645481 0.01791548 [211,] -0.0334273766 0.08045556 -0.0234293084 -0.0451270649 0.01803883 [212,] -0.0333981270 0.08048617 -0.0233020106 -0.0450472032 0.01806162 [213,] -0.0332950421 0.08059412 -0.0228551913 -0.0447669130 0.01814226 [214,] -0.0332802256 0.08060965 -0.0227911982 -0.0447267732 0.01815389 [215,] -0.0330552921 0.08084565 -0.0218264762 -0.0441217288 0.01833178 [216,] -0.0329944637 0.08090955 -0.0215676965 -0.0439594506 0.01838031 [217,] -0.0315000317 0.08248042 -0.0154439592 -0.0401190882 0.01963128 [218,] -0.0314310245 0.08255274 -0.0151704340 -0.0399475394 0.01969168 [219,] -0.0306869637 0.08333040 -0.0122639703 -0.0381253453 0.02035603 [220,] -0.0303943249 0.08363511 -0.0111409098 -0.0374216774 0.02062362 [221,] -0.0299082512 0.08413966 -0.0092983157 -0.0362679775 0.02107561 [222,] -0.0298892991 0.08415929 -0.0092270222 -0.0362233643 0.02109342 [223,] -0.0295063171 0.08455531 -0.0077947393 -0.0353275553 0.02145643 [224,] -0.0293120405 0.08475568 -0.0070741058 -0.0348771898 0.02164277 [225,] -0.0289973927 0.08507950 -0.0059150426 -0.0341532667 0.02194767 [226,] -0.0283950366 0.08569725 -0.0037224489 -0.0327849201 0.02254172 [227,] -0.0276933492 0.08641398 -0.0012086169 -0.0312169766 0.02325054 [228,] -0.0276514585 0.08645669 -0.0010598326 -0.0311241782 0.02329342 [229,] -0.0274198582 0.08669266 -0.0002397705 -0.0306126421 0.02353167 [230,] -0.0262541301 0.08787747 0.0038267266 -0.0280723706 0.02475789 [231,] -0.0231187049 0.09105275 0.0143179213 -0.0214466587 0.02820795 [232,] -0.0193572288 0.09483707 0.0260701252 -0.0137738804 0.03242121 [233,] -0.0187996651 0.09539534 0.0277380894 -0.0126515550 0.03303538 [234,] -0.0181545867 0.09604068 0.0296463934 -0.0113549714 0.03374044 [235,] -0.0156927756 0.09850075 0.0367423498 -0.0063997802 0.03637546 [236,] -0.0142356186 0.09995712 0.0408202253 -0.0034462690 0.03789807 [237,] -0.0132464964 0.10094712 0.0435419695 -0.0014291737 0.03891965 [238,] -0.0128352379 0.10135927 0.0446634342 -0.0005871038 0.03934233 [239,] -0.0119463809 0.10225171 0.0470681990 0.0012405951 0.04025391 [240,] -0.0110173211 0.10318789 0.0495556722 0.0031634714 0.04120687 [241,] -0.0106548845 0.10355428 0.0505193193 0.0039174033 0.04157927 [242,] -0.0015695885 0.11292263 0.0735432578 0.0236150962 0.05122852 [243,] -0.0010691360 0.11344422 0.0747455235 0.0247411096 0.05178425 [244,] 0.0065419982 0.12129804 0.0921095927 0.0419337732 0.06061136 > str(pExF <- vapply(SmPen001FExp, predict, FUN.VALUE=newd, newdata = newd)); pExF num [1:244, 1:14] 1 1.1 1.12 1.15 1.17 ... - attr(*, "dimnames")=List of 2 ..$ : NULL ..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ... n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150 [1,] 1.003367 1.511844 0.5158908 0.2822302 0.5788122 0.7421955 0.6905152 0.8976939 0.6558378 0.7269669 [2,] 1.104262 1.597810 0.6276129 0.3333466 0.6415701 0.8859412 0.7497345 0.9861059 0.6812390 0.7864873 [3,] 1.116835 1.607669 0.6402186 0.3393294 0.6486830 0.9027823 0.7565646 0.9975076 0.6833896 0.7939691 [4,] 1.146532 1.630323 0.6689630 0.3531983 0.6649216 0.9415692 0.7722529 1.0244927 0.6879054 0.8116123 [5,] 1.167861 1.646080 0.6887537 0.3629540 0.6761489 0.9685591 0.7831475 1.0438359 0.6908000 0.8241747 [6,] 1.196343 1.666503 0.7141261 0.3757462 0.6906629 1.0034631 0.7972282 1.0694984 0.6944146 0.8406558 [7,] 1.197827 1.667548 0.7154159 0.3764058 0.6914056 1.0052456 0.7979474 1.0708279 0.6945987 0.8415024 [8,] 1.217572 1.681296 0.7322878 0.3851250 0.7011768 1.0286319 0.8073890 1.0884306 0.6970380 0.8526357 [9,] 1.239771 1.696397 0.7506235 0.3948050 0.7119350 1.0541804 0.8177455 1.1079245 0.6998115 0.8648170 [10,] 1.274899 1.719576 0.7783284 0.4098872 0.7285499 1.0930172 0.8336936 1.1377740 0.7044991 0.8832400 [11,] 1.284262 1.725615 0.7854518 0.4138633 0.7329097 1.1030430 0.8378724 1.1454810 0.7058360 0.8879554 [12,] 1.285337 1.726304 0.7862628 0.4143187 0.7334088 1.1041854 0.8383505 1.1463585 0.7059920 0.8884913 [13,] 1.288299 1.728201 0.7884898 0.4155722 0.7347821 1.1073234 0.8396662 1.1487680 0.7064247 0.8899615 [14,] 1.294787 1.732337 0.7933318 0.4183126 0.7377834 1.1141509 0.8425406 1.1540053 0.7073873 0.8931517 [15,] 1.301585 1.736642 0.7983506 0.4211754 0.7409178 1.1212343 0.8455412 1.1594293 0.7084184 0.8964475 [16,] 1.309246 1.741461 0.8039410 0.4243917 0.7444392 1.1291321 0.8489105 1.1654623 0.7096100 0.9001036 [17,] 1.324996 1.751261 0.8152195 0.4309730 0.7516484 1.1450876 0.8558016 1.1775895 0.7121665 0.9074178 [18,] 1.328897 1.753666 0.8179683 0.4325965 0.7534284 1.1489805 0.8575006 1.1805333 0.7128233 0.9091849 [19,] 1.334490 1.757100 0.8218803 0.4349207 0.7559783 1.1545233 0.8599318 1.1847128 0.7137825 0.9116870 [20,] 1.377555 1.782989 0.8508346 0.4526621 0.7755218 1.1956219 0.8784556 1.2151295 0.7219015 0.9295655 [21,] 1.379588 1.784188 0.8521511 0.4534932 0.7764406 1.1974930 0.8793228 1.2164844 0.7223179 0.9303451 [22,] 1.404813 1.798903 0.8681329 0.4637679 0.7878242 1.2202143 0.8900528 1.2326685 0.7277271 0.9395540 [23,] 1.424498 1.810187 0.8801494 0.4717369 0.7966812 1.2373007 0.8983939 1.2444845 0.7322293 0.9461783 [24,] 1.429313 1.812922 0.8830292 0.4736800 0.7988444 1.2413947 0.9004315 1.2472674 0.7333640 0.9477288 [25,] 1.445077 1.821806 0.8922965 0.4800263 0.8059183 1.2545656 0.9070990 1.2560862 0.7371634 0.9526244 [26,] 1.456708 1.828297 0.8989787 0.4846946 0.8111303 1.2640566 0.9120178 1.2623084 0.7400435 0.9560667 [27,] 1.468435 1.834787 0.9055833 0.4893893 0.8163786 1.2734307 0.9169786 1.2683383 0.7430067 0.9593967 [28,] 1.481506 1.841959 0.9127914 0.4946094 0.8222220 1.2836515 0.9225132 1.2747747 0.7463741 0.9629475 [29,] 1.485575 1.844179 0.9150027 0.4962318 0.8240398 1.2867847 0.9242377 1.2767176 0.7474352 0.9640192 [30,] 1.489656 1.846398 0.9172045 0.4978576 0.8258620 1.2899031 0.9259679 1.2786368 0.7485050 0.9650780 [31,] 1.490599 1.846911 0.9177113 0.4982332 0.8262831 1.2906207 0.9263679 1.2790763 0.7487531 0.9653206 [32,] 1.495009 1.849301 0.9200695 0.4999884 0.8282514 1.2939588 0.9282390 1.2811107 0.7499168 0.9664434 [33,] 1.495324 1.849472 0.9202375 0.5001139 0.8283922 1.2941966 0.9283729 1.2812549 0.7500002 0.9665231 [34,] 1.495955 1.849813 0.9205734 0.5003650 0.8286738 1.2946719 0.9286408 1.2815430 0.7501674 0.9666821 [35,] 1.517571 1.861425 0.9318570 0.5089486 0.8383120 1.3106173 0.9378339 1.2909956 0.7559625 0.9719149 [36,] 1.522059 1.863816 0.9341470 0.5107272 0.8403113 1.3138476 0.9397477 1.2928582 0.7571817 0.9729505 [37,] 1.538519 1.872527 0.9423913 0.5172399 0.8476387 1.3254582 0.9467834 1.2993966 0.7616933 0.9766019 [38,] 1.539817 1.873210 0.9430314 0.5177529 0.8482163 1.3263583 0.9473395 1.2998929 0.7620517 0.9768802 [39,] 1.542092 1.874406 0.9441493 0.5186515 0.8492282 1.3279297 0.9483144 1.3007555 0.7626803 0.9773643 [40,] 1.549261 1.878164 0.9476433 0.5214823 0.8524169 1.3328373 0.9513913 1.3034180 0.7646683 0.9788623 [41,] 1.551550 1.879360 0.9487489 0.5223851 0.8534343 1.3343888 0.9523746 1.3042495 0.7653047 0.9793314 [42,] 1.559748 1.883633 0.9526733 0.5256178 0.8570784 1.3398899 0.9559031 1.3071576 0.7675920 0.9809770 [43,] 1.564357 1.886025 0.9548542 0.5274339 0.8591265 1.3429431 0.9578908 1.3087439 0.7688827 0.9818781 [44,] 1.566666 1.887222 0.9559401 0.5283435 0.8601525 1.3444622 0.9588879 1.3095257 0.7695305 0.9823232 [45,] 1.571295 1.889615 0.9581029 0.5301658 0.8622086 1.3474854 0.9608885 1.3110663 0.7708311 0.9832023 [46,] 1.576933 1.892521 0.9607128 0.5323842 0.8647125 1.3511293 0.9633295 1.3128964 0.7724191 0.9842500 [47,] 1.578595 1.893376 0.9614770 0.5330379 0.8654505 1.3521953 0.9640499 1.3134262 0.7728879 0.9845540 [48,] 1.598332 1.903468 0.9703755 0.5407923 0.8742104 1.3645753 0.9726355 1.3193886 0.7784766 0.9879984 [49,] 1.598669 1.903639 0.9705244 0.5409244 0.8743597 1.3647819 0.9727824 1.3194851 0.7785721 0.9880545 [50,] 1.632318 1.920591 0.9849468 0.5541122 0.8892796 1.3846932 0.9875513 1.3283020 0.7881578 0.9932336 [51,] 1.637130 1.922991 0.9869345 0.5559951 0.8914118 1.3874201 0.9896768 1.3294333 0.7895310 0.9939064 [52,] 1.641610 1.925219 0.9887685 0.5577476 0.8933968 1.3899320 0.9916587 1.3304586 0.7908095 0.9945179 [53,] 1.644718 1.926762 0.9900315 0.5589632 0.8947738 1.3916595 0.9930355 1.3311544 0.7916964 0.9949339 [54,] 1.652685 1.930707 0.9932346 0.5620782 0.8983034 1.3960315 0.9965715 1.3328806 0.7939695 0.9959696 [55,] 1.654075 1.931393 0.9937880 0.5626212 0.8989188 1.3967855 0.9971890 1.3331732 0.7943657 0.9961457 [56,] 1.656509 1.932594 0.9947539 0.5635724 0.8999969 1.3981004 0.9982715 1.3336799 0.7950597 0.9964510 [57,] 1.656857 1.932766 0.9948916 0.5637084 0.9001510 1.3982878 0.9984264 1.3337518 0.7951589 0.9964943 [58,] 1.667327 1.937915 0.9989912 0.5677987 0.9047882 1.4038537 1.0030940 1.3358423 0.7981419 0.9977601 [59,] 1.690222 1.949082 1.0076610 0.5767351 0.9149253 1.4155396 1.0133576 1.3399515 0.8046438 1.0002910 [60,] 1.691640 1.949770 1.0081849 0.5772884 0.9155532 1.4162417 1.0139959 1.3401859 0.8050453 1.0004378 [61,] 1.697680 1.952693 1.0103990 0.5796442 0.9182269 1.4192035 1.0167180 1.3411586 0.8067533 1.0010511 [62,] 1.698392 1.953037 1.0106582 0.5799219 0.9185420 1.4195496 1.0170391 1.3412705 0.8069544 1.0011221 [63,] 1.699104 1.953381 1.0109170 0.5801996 0.9188572 1.4198952 1.0173605 1.3413819 0.8071555 1.0011929 [64,] 1.699816 1.953725 1.0111756 0.5804774 0.9191726 1.4202402 1.0176821 1.3414928 0.8073567 1.0012634 [65,] 1.702312 1.954929 1.0120784 0.5814506 0.9202772 1.4214440 1.0188092 1.3418768 0.8080609 1.0015085 [66,] 1.716276 1.961642 1.0170444 0.5868947 0.9264585 1.4280366 1.0251334 1.3439004 0.8119896 1.0028234 [67,] 1.716636 1.961814 1.0171703 0.5870348 0.9266176 1.4282031 1.0252966 1.3439497 0.8120904 1.0028560 [68,] 1.717355 1.962159 1.0174219 0.5873151 0.9269358 1.4285357 1.0256230 1.3440480 0.8122921 1.0029211 [69,] 1.738326 1.972154 1.0245925 0.5954866 0.9362178 1.4379539 1.0351720 1.3466787 0.8181449 1.0047220 [70,] 1.748897 1.977157 1.0280885 0.5996046 0.9408970 1.4424965 1.0400043 1.3478381 0.8210734 1.0055640 [71,] 1.750360 1.977847 1.0285662 0.6001743 0.9415444 1.4431143 1.0406738 1.3479899 0.8214774 1.0056774 [72,] 1.753655 1.979401 1.0296372 0.6014577 0.9430028 1.4444963 1.0421826 1.3483246 0.8223866 1.0059300 [73,] 1.755121 1.980091 1.0301114 0.6020287 0.9436518 1.4451070 1.0428543 1.3484703 0.8227907 1.0060412 [74,] 1.756221 1.980609 1.0304664 0.6024573 0.9441388 1.4455637 1.0433585 1.3485782 0.8230938 1.0061242 [75,] 1.760997 1.982854 1.0319980 0.6043171 0.9462526 1.4475282 1.0455480 1.3490336 0.8244073 1.0064799 [76,] 1.763205 1.983890 1.0327012 0.6051770 0.9472299 1.4484272 1.0465609 1.3492371 0.8250137 1.0066420 [77,] 1.769843 1.987000 1.0347971 0.6077622 0.9501686 1.4510945 1.0496086 1.3498218 0.8268329 1.0071203 [78,] 1.775392 1.989593 1.0365283 0.6099232 0.9526251 1.4532832 1.0521585 1.3502802 0.8283492 1.0075103 [79,] 1.776875 1.990285 1.0369877 0.6105004 0.9532813 1.4538615 1.0528400 1.3503980 0.8287536 1.0076131 [80,] 1.780214 1.991841 1.0380177 0.6118008 0.9547596 1.4551548 1.0543757 1.3506563 0.8296635 1.0078425 [81,] 1.781329 1.992360 1.0383600 0.6122347 0.9552530 1.4555833 1.0548883 1.3507403 0.8299668 1.0079184 [82,] 1.791759 1.997204 1.0415293 0.6162964 0.9598709 1.4595223 1.0596897 1.3514749 0.8327967 1.0086140 [83,] 1.792132 1.997377 1.0416416 0.6164418 0.9600363 1.4596610 1.0598617 1.3514995 0.8328978 1.0086384 [84,] 1.794749 1.998589 1.0424266 0.6174607 0.9611948 1.4606275 1.0610671 1.3516685 0.8336049 1.0088087 [85,] 1.798493 2.000321 1.0435432 0.6189186 0.9628524 1.4619961 1.0627922 1.3519003 0.8346148 1.0090498 [86,] 1.798867 2.000494 1.0436546 0.6190645 0.9630184 1.4621322 1.0629650 1.3519229 0.8347158 1.0090738 [87,] 1.799992 2.001013 1.0439883 0.6195025 0.9635164 1.4625395 1.0634833 1.3519899 0.8350187 1.0091456 [88,] 1.812781 2.006904 1.0477374 0.6244832 0.9691801 1.4670663 1.0693821 1.3526797 0.8384477 1.0099446 [89,] 1.816936 2.008812 1.0489375 0.6261013 0.9710203 1.4684951 1.0712996 1.3528757 0.8395555 1.0101979 [90,] 1.817692 2.009158 1.0491550 0.6263959 0.9713553 1.4687530 1.0716488 1.3529099 0.8397567 1.0102438 [91,] 1.818449 2.009505 1.0493724 0.6266906 0.9716904 1.4690103 1.0719980 1.3529437 0.8399580 1.0102895 [92,] 1.818827 2.009679 1.0494810 0.6268380 0.9718580 1.4691387 1.0721727 1.3529604 0.8400586 1.0103123 [93,] 1.820341 2.010372 1.0499149 0.6274278 0.9725287 1.4696510 1.0728718 1.3530262 0.8404610 1.0104035 [94,] 1.832876 2.016099 1.0534652 0.6323105 0.9780816 1.4737877 1.0786613 1.3535038 0.8437748 1.0111460 [95,] 1.834782 2.016967 1.0539987 0.6330529 0.9789259 1.4744005 1.0795419 1.3535660 0.8442760 1.0112572 [96,] 1.837071 2.018009 1.0546373 0.6339448 0.9799402 1.4751311 1.0805997 1.3536372 0.8448770 1.0113901 [97,] 1.846636 2.022352 1.0572812 0.6376717 0.9841787 1.4781182 1.0850206 1.3538933 0.8473781 1.0119397 [98,] 1.849706 2.023742 1.0581216 0.6388680 0.9855393 1.4790548 1.0864399 1.3539616 0.8481773 1.0121143 [99,] 1.854704 2.026002 1.0594815 0.6408157 0.9877546 1.4805568 1.0887507 1.3540584 0.8494750 1.0123970 [100,] 1.857786 2.027393 1.0603149 0.6420167 0.9891205 1.4814689 1.0901755 1.3541094 0.8502730 1.0125704 [101,] 1.861644 2.029133 1.0613531 0.6435203 0.9908308 1.4825960 1.0919595 1.3541641 0.8512698 1.0127868 [102,] 1.862803 2.029655 1.0616638 0.6439720 0.9913446 1.4829313 1.0924954 1.3541785 0.8515687 1.0128516 [103,] 1.863576 2.030003 1.0618707 0.6442732 0.9916872 1.4831541 1.0928528 1.3541876 0.8517679 1.0128948 [104,] 1.867057 2.031569 1.0628001 0.6456301 0.9932307 1.4841496 1.0944627 1.3542236 0.8526642 1.0130891 [105,] 1.868606 2.032266 1.0632121 0.6462338 0.9939176 1.4845883 1.0951790 1.3542370 0.8530623 1.0131753 [106,] 1.871708 2.033658 1.0640345 0.6474426 0.9952928 1.4854587 1.0966133 1.3542590 0.8538584 1.0133478 [107,] 1.873260 2.034355 1.0644447 0.6480477 0.9959812 1.4858904 1.0973312 1.3542677 0.8542563 1.0134340 [108,] 1.876757 2.035922 1.0653658 0.6494106 0.9975320 1.4868534 1.0989483 1.3542813 0.8551512 1.0136280 [109,] 1.882598 2.038536 1.0668946 0.6516871 1.0001225 1.4884325 1.1016491 1.3542864 0.8566418 1.0139515 [110,] 1.886501 2.040279 1.0679095 0.6532080 1.0018536 1.4894673 1.1034536 1.3542775 0.8576350 1.0141675 [111,] 1.889628 2.041674 1.0687191 0.6544267 1.0032409 1.4902848 1.1048994 1.3542636 0.8584292 1.0143406 [112,] 1.891585 2.042545 1.0692241 0.6551892 1.0041089 1.4907911 1.1058040 1.3542517 0.8589255 1.0144490 [113,] 1.900215 2.046383 1.0714366 0.6585522 1.0079382 1.4929765 1.1097932 1.3541719 0.8611084 1.0149277 [114,] 1.909273 2.050399 1.0737345 0.6620814 1.0119585 1.4951875 1.1139792 1.3540417 0.8633900 1.0154325 [115,] 1.914014 2.052495 1.0749275 0.6639282 1.0140630 1.4963113 1.1161693 1.3539555 0.8645806 1.0156982 [116,] 1.917180 2.053893 1.0757208 0.6651615 1.0154687 1.4970492 1.1176316 1.3538912 0.8653744 1.0158763 [117,] 1.920350 2.055291 1.0765125 0.6663963 1.0168764 1.4977781 1.1190958 1.3538216 0.8661684 1.0160553 [118,] 1.923525 2.056689 1.0773025 0.6676328 1.0182863 1.4984979 1.1205618 1.3537467 0.8669626 1.0162353 [119,] 1.925114 2.057389 1.0776970 0.6682517 1.0189920 1.4988545 1.1212954 1.3537073 0.8673598 1.0163256 [120,] 1.925512 2.057564 1.0777956 0.6684065 1.0191686 1.4989433 1.1214789 1.3536973 0.8674591 1.0163483 [121,] 1.931084 2.060012 1.0791729 0.6705760 1.0216433 1.5001715 1.1240506 1.3535483 0.8688499 1.0166668 [122,] 1.934274 2.061412 1.0799580 0.6718179 1.0230604 1.5008610 1.1255225 1.3534564 0.8696451 1.0168504 [123,] 1.946276 2.066665 1.0828904 0.6764893 1.0283934 1.5033670 1.1310576 1.3530688 0.8726309 1.0175503 [124,] 1.955118 2.070520 1.0850300 0.6799291 1.0323235 1.5051251 1.1351316 1.3527436 0.8748252 1.0180762 [125,] 1.955521 2.070695 1.0851271 0.6800857 1.0325026 1.5052034 1.1353171 1.3527281 0.8749250 1.0181004 [126,] 1.957132 2.071397 1.0855152 0.6807125 1.0332190 1.5055153 1.1360593 1.3526651 0.8753246 1.0181974 [127,] 1.959552 2.072449 1.0860968 0.6816534 1.0342947 1.5059790 1.1371733 1.3525687 0.8759242 1.0183437 [128,] 1.964802 2.074729 1.0873552 0.6836950 1.0366296 1.5069666 1.1395901 1.3523517 0.8772247 1.0186640 [129,] 1.967230 2.075782 1.0879351 0.6846386 1.0377091 1.5074145 1.1407069 1.3522479 0.8778257 1.0188134 [130,] 1.967635 2.075957 1.0880318 0.6847960 1.0378891 1.5074887 1.1408932 1.3522304 0.8779259 1.0188384 [131,] 1.970065 2.077010 1.0886111 0.6857406 1.0389701 1.5079310 1.1420110 1.3521240 0.8785274 1.0189890 [132,] 1.970470 2.077186 1.0887077 0.6858981 1.0391504 1.5080042 1.1421974 1.3521060 0.8786277 1.0190142 [133,] 1.974527 2.078941 1.0896722 0.6874746 1.0409551 1.5087291 1.1440628 1.3519232 0.8796314 1.0192679 [134,] 1.976152 2.079644 1.0900576 0.6881059 1.0416779 1.5090153 1.1448096 1.3518484 0.8800333 1.0193703 [135,] 1.977778 2.080346 1.0904429 0.6887375 1.0424012 1.5092993 1.1455568 1.3517726 0.8804354 1.0194731 [136,] 1.981440 2.081927 1.0913092 0.6901601 1.0440308 1.5099307 1.1472393 1.3515988 0.8813410 1.0197065 [137,] 1.981847 2.082103 1.0914054 0.6903183 1.0442120 1.5100001 1.1474264 1.3515792 0.8814417 1.0197326 [138,] 1.983885 2.082981 1.0918862 0.6911096 1.0451187 1.5103456 1.1483621 1.3514803 0.8819455 1.0198635 [139,] 1.985108 2.083509 1.0921746 0.6915846 1.0456631 1.5105513 1.1489238 1.3514203 0.8822479 1.0199425 [140,] 1.987965 2.084739 1.0928472 0.6926938 1.0469346 1.5110267 1.1502352 1.3512785 0.8829542 1.0201280 [141,] 1.991234 2.086146 1.0936153 0.6939629 1.0483898 1.5115622 1.1517354 1.3511131 0.8837624 1.0203420 [142,] 1.992052 2.086497 1.0938073 0.6942804 1.0487539 1.5116948 1.1521106 1.3510712 0.8839647 1.0203959 [143,] 1.999016 2.089488 1.0954377 0.6969829 1.0518547 1.5128012 1.1553040 1.3507069 0.8856866 1.0208596 [144,] 2.006823 2.092832 1.0972578 0.7000111 1.0553319 1.5139945 1.1588807 1.3502829 0.8876176 1.0213899 [145,] 2.009706 2.094065 1.0979279 0.7011288 1.0566162 1.5144227 1.1602004 1.3501224 0.8883309 1.0215886 [146,] 2.015895 2.096707 1.0993634 0.7035276 1.0593738 1.5153203 1.1630318 1.3497711 0.8898630 1.0220200 [147,] 2.017549 2.097412 1.0997461 0.7041682 1.0601105 1.5155550 1.1637877 1.3496758 0.8902724 1.0221364 [148,] 2.019203 2.098117 1.1001287 0.7048090 1.0608477 1.5157878 1.1645438 1.3495798 0.8906822 1.0222533 [149,] 2.023343 2.099880 1.1010853 0.7064128 1.0626932 1.5163613 1.1664357 1.3493370 0.8917083 1.0225480 [150,] 2.025831 2.100939 1.1016591 0.7073761 1.0638022 1.5166998 1.1675717 1.3491893 0.8923251 1.0227265 [151,] 2.028737 2.102173 1.1023287 0.7085010 1.0650975 1.5170892 1.1688980 1.3490153 0.8930458 1.0229362 [152,] 2.033310 2.104114 1.1033809 0.7102709 1.0671364 1.5176897 1.1709841 1.3487382 0.8941808 1.0232691 [153,] 2.046661 2.109765 1.1064435 0.7154344 1.0730905 1.5193573 1.1770653 1.3479083 0.8975007 1.0242597 [154,] 2.052525 2.112240 1.1077848 0.7177003 1.0757058 1.5200506 1.1797314 1.3475352 0.8989619 1.0247033 [155,] 2.053364 2.112593 1.1079765 0.7180243 1.0760799 1.5201479 1.1801125 1.3474814 0.8991711 1.0247672 [156,] 2.059664 2.115246 1.1094150 0.7204573 1.0788898 1.5208637 1.1829731 1.3470747 0.9007438 1.0252500 [157,] 2.060506 2.115600 1.1096070 0.7207821 1.0792649 1.5209573 1.1833547 1.3470200 0.9009540 1.0253149 [158,] 2.063031 2.116662 1.1101829 0.7217568 1.0803912 1.5212355 1.1845001 1.3468554 0.9015852 1.0255103 [159,] 2.071468 2.120202 1.1121052 0.7250115 1.0841531 1.5221352 1.1883220 1.3463007 0.9036973 1.0261692 [160,] 2.072313 2.120557 1.1122977 0.7253374 1.0845299 1.5222229 1.1887045 1.3462448 0.9039092 1.0262357 [161,] 2.077391 2.122682 1.1134532 0.7272946 1.0867934 1.5227402 1.1910006 1.3459075 0.9051831 1.0266373 [162,] 2.082478 2.124809 1.1146105 0.7292548 1.0890611 1.5232428 1.1932987 1.3455676 0.9064617 1.0270428 [163,] 2.082903 2.124987 1.1147070 0.7294182 1.0892502 1.5232840 1.1934903 1.3455391 0.9065685 1.0270768 [164,] 2.083752 2.125341 1.1149001 0.7297453 1.0896286 1.5233661 1.1938735 1.3454822 0.9067821 1.0271448 [165,] 2.086300 2.126405 1.1154796 0.7307268 1.0907645 1.5236102 1.1950234 1.3453110 0.9074238 1.0273496 [166,] 2.092684 2.129066 1.1169307 0.7331838 1.0936085 1.5242046 1.1979003 1.3448808 0.9090333 1.0278657 [167,] 2.099511 2.131906 1.1184822 0.7358095 1.0966488 1.5248144 1.2009717 1.3444188 0.9107587 1.0284228 [168,] 2.101648 2.132794 1.1189679 0.7366311 1.0976003 1.5250000 1.2019321 1.3442739 0.9112998 1.0285982 [169,] 2.107212 2.135103 1.1202327 0.7387694 1.1000772 1.5254713 1.2044304 1.3438960 0.9127109 1.0290574 [170,] 2.109785 2.136169 1.1208176 0.7397575 1.1012219 1.5256834 1.2055840 1.3437212 0.9133643 1.0292708 [171,] 2.115367 2.138480 1.1220870 0.7419007 1.1037051 1.5261318 1.2080847 1.3433416 0.9147847 1.0297364 [172,] 2.116227 2.138836 1.1222826 0.7422307 1.1040875 1.5261994 1.2084695 1.3432832 0.9150038 1.0298084 [173,] 2.123978 2.142038 1.1240467 0.7452042 1.1075336 1.5267916 1.2119347 1.3427565 0.9169831 1.0304612 [174,] 2.130456 2.144708 1.1255222 0.7476868 1.1104113 1.5272633 1.2148243 1.3423172 0.9186430 1.0310116 [175,] 2.149549 2.152550 1.1298820 0.7549932 1.1188820 1.5285362 1.2233092 1.3410313 0.9235732 1.0326598 [176,] 2.151727 2.153442 1.1303806 0.7558257 1.1198473 1.5286707 1.2242740 1.3408857 0.9241396 1.0328503 [177,] 2.153035 2.153978 1.1306802 0.7563255 1.1204267 1.5287505 1.2248530 1.3407984 0.9244802 1.0329649 [178,] 2.160459 2.157012 1.1323824 0.7591603 1.1237136 1.5291890 1.2281346 1.3403049 0.9264192 1.0336189 [179,] 2.169658 2.160764 1.1344972 0.7626693 1.1277818 1.5296999 1.2321897 1.3396981 0.9288374 1.0344375 [180,] 2.170974 2.161300 1.1348004 0.7631713 1.1283637 1.5297701 1.2327691 1.3396118 0.9291850 1.0345555 [181,] 2.174489 2.162731 1.1356105 0.7645105 1.1299162 1.5299542 1.2343143 1.3393818 0.9301148 1.0348712 [182,] 2.180209 2.165056 1.1369314 0.7666891 1.1324416 1.5302434 1.2368256 1.3390094 0.9316341 1.0353881 [183,] 2.180650 2.165235 1.1370332 0.7668568 1.1326360 1.5302651 1.2370187 1.3389808 0.9317514 1.0354281 [184,] 2.184177 2.166667 1.1378492 0.7681991 1.1341918 1.5304364 1.2385642 1.3387526 0.9326922 1.0357488 [185,] 2.204102 2.174729 1.1424824 0.7757695 1.1429635 1.5313177 1.2472580 1.3374830 0.9380626 1.0375870 [186,] 2.205435 2.175267 1.1427940 0.7762755 1.1435494 1.5313716 1.2478375 1.3373994 0.9384255 1.0377117 [187,] 2.214342 2.178855 1.1448807 0.7796519 1.1474594 1.5317166 1.2517007 1.3368452 0.9408607 1.0385496 [188,] 2.220147 2.181190 1.1462459 0.7818501 1.1500041 1.5319275 1.2542112 1.3364885 0.9424588 1.0391008 [189,] 2.223277 2.182447 1.1469840 0.7830348 1.1513753 1.5320369 1.2555628 1.3362977 0.9433244 1.0393998 [190,] 2.230895 2.185503 1.1487854 0.7859154 1.1547081 1.5322904 1.2588446 1.3358380 0.9454414 1.0401323 [191,] 2.234038 2.186762 1.1495309 0.7871028 1.1560816 1.5323899 1.2601955 1.3356504 0.9463193 1.0404366 [192,] 2.239884 2.189100 1.1509214 0.7893100 1.1586340 1.5325675 1.2627038 1.3353046 0.9479596 1.0410059 [193,] 2.240784 2.189460 1.1511361 0.7896498 1.1590268 1.5325940 1.2630896 1.3352517 0.9482131 1.0410940 [194,] 2.243487 2.190540 1.1517811 0.7906696 1.1602057 1.5326722 1.2642469 1.3350936 0.9489755 1.0413591 [195,] 2.250256 2.193242 1.1534011 0.7932215 1.1631547 1.5328593 1.2671392 1.3347018 0.9508936 1.0420269 [196,] 2.259760 2.197027 1.1556879 0.7967999 1.1672876 1.5331018 1.2711860 1.3341622 0.9536087 1.0429749 [197,] 2.263389 2.198469 1.1565649 0.7981648 1.1688632 1.5331884 1.2727267 1.3339595 0.9546524 1.0433401 [198,] 2.263843 2.198650 1.1566748 0.7983355 1.1690602 1.5331990 1.2729193 1.3339343 0.9547832 1.0433859 [199,] 2.278864 2.204607 1.1603299 0.8039762 1.1755664 1.5335231 1.2792689 1.3331167 0.9591459 1.0449175 [200,] 2.288921 2.208584 1.1627998 0.8077454 1.1799091 1.5337123 1.2834962 1.3325876 0.9621037 1.0459607 [201,] 2.301313 2.213470 1.1658689 0.8123805 1.1852437 1.5339162 1.2886771 1.3319561 0.9657882 1.0472661 [202,] 2.318842 2.220357 1.1702626 0.8189209 1.1927590 1.5341519 1.2959534 1.3311012 0.9710760 1.0491518 [203,] 2.323936 2.222353 1.1715514 0.8208177 1.1949359 1.5342092 1.2980560 1.3308612 0.9726292 1.0497086 [204,] 2.324863 2.222716 1.1717865 0.8211627 1.1953317 1.5342192 1.2984381 1.3308180 0.9729127 1.0498103 [205,] 2.330432 2.224895 1.1732028 0.8232341 1.1977071 1.5342754 1.3007295 1.3305608 0.9746206 1.0504245 [206,] 2.345800 2.230893 1.1771470 0.8289399 1.2042418 1.5344018 1.3070191 1.3298748 0.9793802 1.0521452 [207,] 2.349070 2.232166 1.1779932 0.8301520 1.2056282 1.5344233 1.3083510 1.3297333 0.9804017 1.0525163 [208,] 2.358902 2.235989 1.1805523 0.8337919 1.2097881 1.5344773 1.3123413 1.3293176 0.9834914 1.0536431 [209,] 2.369707 2.240181 1.1833913 0.8377845 1.2143445 1.5345184 1.3167023 1.3288773 0.9869191 1.0549007 [210,] 2.370177 2.240363 1.1835156 0.8379582 1.2145426 1.5345198 1.3168917 1.3288585 0.9870692 1.0549559 [211,] 2.375359 2.242370 1.1848880 0.8398700 1.2167217 1.5345326 1.3189736 1.3286538 0.9887258 1.0555667 [212,] 2.376303 2.242735 1.1851385 0.8402178 1.2171179 1.5345345 1.3193518 1.3286170 0.9890281 1.0556784 [213,] 2.379606 2.244013 1.1860175 0.8414353 1.2185045 1.5345400 1.3206751 1.3284891 0.9900890 1.0560709 [214,] 2.380078 2.244195 1.1861434 0.8416093 1.2187026 1.5345407 1.3208641 1.3284709 0.9902409 1.0561271 [215,] 2.387170 2.246934 1.1880408 0.8442203 1.2216738 1.5345465 1.3236959 1.3282023 0.9925301 1.0569769 [216,] 2.389064 2.247665 1.1885496 0.8449169 1.2224660 1.5345468 1.3244502 1.3281318 0.9931439 1.0572054 [217,] 2.432946 2.264514 1.2006089 0.8609794 1.2406726 1.5344167 1.3416980 1.3266492 1.0076450 1.0626907 [218,] 2.434868 2.265249 1.2011493 0.8616791 1.2414632 1.5344054 1.3424431 1.3265909 1.0082919 1.0629395 [219,] 2.455121 2.272968 1.2069074 0.8690310 1.2497585 1.5342603 1.3502409 1.3260099 1.0151661 1.0656077 [220,] 2.462870 2.275913 1.2091415 0.8718335 1.2529149 1.5341928 1.3531983 1.3258039 1.0178232 1.0666510 [221,] 2.475503 2.280705 1.2128190 0.8763891 1.2580392 1.5340695 1.3579881 1.3254877 1.0221851 1.0683789 [222,] 2.475990 2.280889 1.2129616 0.8765643 1.2582362 1.5340645 1.3581719 1.3254760 1.0223540 1.0684461 [223,] 2.485743 2.284579 1.2158315 0.8800700 1.2621731 1.5339582 1.3618416 1.3252495 1.0257475 1.0698042 [224,] 2.490630 2.286426 1.2172793 0.8818233 1.2641400 1.5339017 1.3636717 1.3251415 1.0274560 1.0704925 [225,] 2.498466 2.289382 1.2196132 0.8846293 1.2672845 1.5338065 1.3665932 1.3249765 1.0302051 1.0716067 [226,] 2.513208 2.294932 1.2240472 0.8898930 1.2731721 1.5336135 1.3720479 1.3246927 1.0354094 1.0737391 [227,] 2.529996 2.301233 1.2291626 0.8958631 1.2798299 1.5333729 1.3781921 1.3244130 1.0413811 1.0762243 [228,] 2.530987 2.301604 1.2294664 0.8962145 1.2802210 1.5333581 1.3785523 1.3243980 1.0417347 1.0763727 [229,] 2.536438 2.303645 1.2311435 0.8981472 1.2823710 1.5332752 1.3805304 1.3243182 1.0436837 1.0771936 [230,] 2.563330 2.313683 1.2395184 0.9076438 1.2928973 1.5328384 1.3901752 1.3239993 1.0533504 1.0813323 [231,] 2.632020 2.339096 1.2616262 0.9316392 1.3191602 1.5315605 1.4139349 1.3237702 1.0782442 1.0925481 [232,] 2.708862 2.367164 1.2874342 0.9580926 1.3474200 1.5300056 1.4389725 1.3244725 1.1059225 1.1061798 [233,] 2.719826 2.371139 1.2911988 0.9618375 1.3513517 1.5297846 1.4424087 1.3246426 1.1098288 1.1082322 [234,] 2.732397 2.375689 1.2955384 0.9661229 1.3558280 1.5295335 1.4463059 1.3248564 1.1142912 1.1106221 [235,] 2.779393 2.392616 1.3119710 0.9820697 1.3722590 1.5286304 1.4604693 1.3258170 1.1308194 1.1199288 [236,] 2.806593 2.402356 1.3216219 0.9912498 1.3815460 1.5281448 1.4683714 1.3264745 1.1402775 1.1256037 [237,] 2.824836 2.408867 1.3281478 0.9973881 1.3876817 1.5278390 1.4735502 1.3269487 1.1465780 1.1295368 [238,] 2.832374 2.411552 1.3308560 0.9999200 1.3901947 1.5277180 1.4756616 1.3271510 1.1491712 1.1311926 [239,] 2.848575 2.417313 1.3367000 1.0053538 1.3955525 1.5274693 1.4801443 1.3275962 1.1547260 1.1348145 [240,] 2.865389 2.423277 1.3427962 1.0109806 1.4010490 1.5272289 1.4847161 1.3280704 1.1604633 1.1386659 [241,] 2.871917 2.425589 1.3451716 1.0131618 1.4031655 1.5271407 1.4864691 1.3282572 1.1626834 1.1401873 [242,] 3.030759 2.481211 1.4041815 1.0656313 1.4515537 1.5261381 1.5253846 1.3327758 1.2157560 1.1817514 [243,] 3.039264 2.484157 1.4073954 1.0684067 1.4539723 1.5261581 1.5272679 1.3330039 1.2185765 1.1841933 [244,] 3.165991 2.527703 1.4557426 1.1093435 1.4879366 1.5275554 1.5530172 1.3365569 1.2610652 1.2220636 n=220 n=340 n=510 n=760 [1,] 0.7572009 0.6432452 0.7988005 0.6777225 [2,] 0.8074632 0.7489099 0.7800672 0.7392092 [3,] 0.8125620 0.7617999 0.7798631 0.7452394 [4,] 0.8236552 0.7914356 0.7807228 0.7586757 [5,] 0.8309085 0.8119649 0.7824145 0.7677738 [6,] 0.8398153 0.8384134 0.7858455 0.7792751 [7,] 0.8402585 0.8397636 0.7860556 0.7798513 [8,] 0.8459950 0.8574930 0.7890933 0.7872704 [9,] 0.8521437 0.8769196 0.7929448 0.7950648 [10,] 0.8614266 0.9063935 0.7996296 0.8063181 [11,] 0.8638398 0.9139527 0.8014875 0.8091153 [12,] 0.8641157 0.9148123 0.8017020 0.8094318 [13,] 0.8648747 0.9171711 0.8022940 0.8102992 [14,] 0.8665324 0.9222920 0.8035947 0.8121780 [15,] 0.8682629 0.9275871 0.8049604 0.8141175 [16,] 0.8702070 0.9334674 0.8064993 0.8162721 [17,] 0.8741923 0.9452617 0.8096456 0.8206173 [18,] 0.8751783 0.9481197 0.8104182 0.8216793 [19,] 0.8765926 0.9521741 0.8115199 0.8231948 [20,] 0.8875609 0.9816570 0.8197419 0.8347645 [21,] 0.8880849 0.9829743 0.8201216 0.8353138 [22,] 0.8946664 0.9988112 0.8248266 0.8422126 [23,] 0.8999220 1.0105279 0.8285427 0.8477228 [24,] 0.9012261 1.0133113 0.8294609 0.8490902 [25,] 0.9055517 1.0222055 0.8324926 0.8536216 [26,] 0.9088026 1.0285595 0.8347547 0.8570189 [27,] 0.9121347 1.0347919 0.8370555 0.8604911 [28,] 0.9159177 1.0415402 0.8396426 0.8644153 [29,] 0.9171110 1.0435994 0.8404526 0.8656482 [30,] 0.9183149 1.0456450 0.8412668 0.8668898 [31,] 0.9185942 1.0461151 0.8414553 0.8671776 [32,] 0.9199053 1.0482997 0.8423380 0.8685264 [33,] 0.9199994 1.0484551 0.8424012 0.8686231 [34,] 0.9201879 1.0487658 0.8425278 0.8688167 [35,] 0.9267425 1.0591500 0.8468940 0.8755167 [36,] 0.9281278 1.0612455 0.8478098 0.8769230 [37,] 0.9332787 1.0687529 0.8512005 0.8821071 [38,] 0.9336896 1.0693331 0.8514702 0.8825170 [39,] 0.9344111 1.0703454 0.8519436 0.8832353 [40,] 0.9366987 1.0735016 0.8534428 0.8854996 [41,] 0.9374328 1.0744978 0.8539236 0.8862219 [42,] 0.9400795 1.0780241 0.8556553 0.8888069 [43,] 0.9415783 1.0799774 0.8566355 0.8902566 [44,] 0.9423323 1.0809482 0.8571284 0.8909818 [45,] 0.9438490 1.0828783 0.8581200 0.8924319 [46,] 0.9457065 1.0852014 0.8593344 0.8941917 [47,] 0.9462560 1.0858804 0.8596936 0.8947088 [48,] 0.9528453 1.0937409 0.8640018 0.9007791 [49,] 0.9529586 1.0938717 0.8640759 0.9008813 [50,] 0.9644138 1.1064026 0.8715689 0.9108160 [51,] 0.9660680 1.1081066 0.8726519 0.9121862 [52,] 0.9676106 1.1096734 0.8736625 0.9134491 [53,] 0.9686822 1.1107492 0.8743649 0.9143179 [54,] 0.9714329 1.1134656 0.8761701 0.9165169 [55,] 0.9719130 1.1139331 0.8764855 0.9168960 [56,] 0.9727544 1.1147477 0.8770384 0.9175572 [57,] 0.9728747 1.1148637 0.8771176 0.9176514 [58,] 0.9764972 1.1183011 0.8795030 0.9204480 [59,] 0.9844178 1.1254564 0.8847461 0.9263232 [60,] 0.9849078 1.1258834 0.8850718 0.9266775 [61,] 0.9869927 1.1276806 0.8864591 0.9281749 [62,] 0.9872382 1.1278902 0.8866226 0.9283502 [63,] 0.9874838 1.1280993 0.8867862 0.9285254 [64,] 0.9877294 1.1283081 0.8869499 0.9287004 [65,] 0.9885895 1.1290358 0.8875233 0.9293117 [66,] 0.9933893 1.1330007 0.8907294 0.9326878 [67,] 0.9935125 1.1331003 0.8908119 0.9327739 [68,] 0.9937589 1.1332994 0.8909767 0.9329458 [69,] 1.0009095 1.1388961 0.8957689 0.9379054 [70,] 1.0044840 1.1415677 0.8981675 0.9403776 [71,] 1.0049767 1.1419296 0.8984983 0.9407188 [72,] 1.0060851 1.1427378 0.8992422 0.9414869 [73,] 1.0065776 1.1430943 0.8995727 0.9418285 [74,] 1.0069469 1.1433607 0.8998206 0.9420848 [75,] 1.0085464 1.1445043 0.9008940 0.9431965 [76,] 1.0092841 1.1450262 0.9013891 0.9437104 [77,] 1.0114954 1.1465701 0.9028729 0.9452555 [78,] 1.0133354 1.1478311 0.9041073 0.9465480 [79,] 1.0138257 1.1481635 0.9044361 0.9468936 [80,] 1.0149279 1.1489052 0.9051753 0.9476725 [81,] 1.0152951 1.1491506 0.9054215 0.9479326 [82,] 1.0187155 1.1513956 0.9077146 0.9503736 [83,] 1.0188375 1.1514743 0.9077963 0.9504613 [84,] 1.0196904 1.1520220 0.9083679 0.9510759 [85,] 1.0209075 1.1527955 0.9091833 0.9519571 [86,] 1.0210291 1.1528723 0.9092647 0.9520455 [87,] 1.0213937 1.1531020 0.9095090 0.9523107 [88,] 1.0255145 1.1556392 0.9122662 0.9553446 [89,] 1.0268429 1.1564341 0.9131533 0.9563381 [90,] 1.0270841 1.1565772 0.9133143 0.9565195 [91,] 1.0273253 1.1567200 0.9134752 0.9567010 [92,] 1.0274458 1.1567912 0.9135557 0.9567919 [93,] 1.0279279 1.1570751 0.9138772 0.9571559 [94,] 1.0318925 1.1593539 0.9165143 0.9601954 [95,] 1.0324912 1.1596894 0.9169114 0.9606620 [96,] 1.0332091 1.1600886 0.9173869 0.9612243 [97,] 1.0361923 1.1617124 0.9193567 0.9635948 [98,] 1.0371442 1.1622185 0.9199828 0.9643633 [99,] 1.0386882 1.1630270 0.9209958 0.9656229 [100,] 1.0396366 1.1635159 0.9216164 0.9664048 [101,] 1.0408202 1.1641180 0.9223892 0.9673897 [102,] 1.0411748 1.1642967 0.9226205 0.9676869 [103,] 1.0414112 1.1644153 0.9227744 0.9678854 [104,] 1.0424736 1.1649440 0.9234657 0.9687832 [105,] 1.0429452 1.1651763 0.9237720 0.9691844 [106,] 1.0438874 1.1656362 0.9243830 0.9699913 [107,] 1.0443579 1.1658637 0.9246876 0.9703968 [108,] 1.0454154 1.1663699 0.9253709 0.9713148 [109,] 1.0471739 1.1671955 0.9265029 0.9728615 [110,] 1.0483435 1.1677336 0.9272527 0.9739045 [111,] 1.0492775 1.1681569 0.9278496 0.9747460 [112,] 1.0498605 1.1684183 0.9282214 0.9752753 [113,] 1.0524187 1.1695395 0.9298444 0.9776353 [114,] 1.0550799 1.1706616 0.9315181 0.9801607 [115,] 1.0564626 1.1712269 0.9323815 0.9815034 [116,] 1.0573819 1.1715962 0.9329532 0.9824087 [117,] 1.0582994 1.1719594 0.9335217 0.9833221 [118,] 1.0592148 1.1723167 0.9340869 0.9842440 [119,] 1.0596718 1.1724931 0.9343683 0.9847082 [120,] 1.0597860 1.1725370 0.9344386 0.9848246 [121,] 1.0613809 1.1731414 0.9354161 0.9864684 [122,] 1.0622893 1.1734788 0.9359700 0.9874201 [123,] 1.0656761 1.1746923 0.9380152 0.9910719 [124,] 1.0681390 1.1755315 0.9394817 0.9938345 [125,] 1.0682505 1.1755687 0.9395477 0.9939618 [126,] 1.0686962 1.1757164 0.9398110 0.9944725 [127,] 1.0693636 1.1759354 0.9402040 0.9952431 [128,] 1.0708049 1.1763996 0.9410479 0.9969314 [129,] 1.0714679 1.1766090 0.9414338 0.9977193 [130,] 1.0715783 1.1766436 0.9414979 0.9978511 [131,] 1.0722396 1.1768496 0.9418811 0.9986453 [132,] 1.0723497 1.1768836 0.9419447 0.9987782 [133,] 1.0734482 1.1772194 0.9425775 1.0001156 [134,] 1.0738865 1.1773515 0.9428288 1.0006547 [135,] 1.0743242 1.1774822 0.9430790 1.0011963 [136,] 1.0753066 1.1777715 0.9436381 1.0024237 [137,] 1.0754155 1.1778033 0.9436999 1.0025608 [138,] 1.0759596 1.1779608 0.9440078 1.0032487 [139,] 1.0762857 1.1780543 0.9441917 1.0036632 [140,] 1.0770449 1.1782697 0.9446185 1.0046356 [141,] 1.0779103 1.1785111 0.9451022 1.0057557 [142,] 1.0781263 1.1785706 0.9452224 1.0060372 [143,] 1.0799557 1.1790638 0.9462330 1.0084535 [144,] 1.0819874 1.1795880 0.9473388 1.0112028 [145,] 1.0827326 1.1797740 0.9477399 1.0122285 [146,] 1.0843234 1.1801597 0.9485883 1.0144491 [147,] 1.0847462 1.1802596 0.9488120 1.0150463 [148,] 1.0851686 1.1803583 0.9490346 1.0156457 [149,] 1.0862218 1.1805997 0.9495866 1.0171533 [150,] 1.0868521 1.1807409 0.9499147 1.0180639 [151,] 1.0875859 1.1809022 0.9502946 1.0191320 [152,] 1.0887353 1.1811481 0.9508851 1.0208226 [153,] 1.0920547 1.1818121 0.9525604 1.0258211 [154,] 1.0934954 1.1820789 0.9532739 1.0280440 [155,] 1.0937006 1.1821158 0.9533749 1.0283633 [156,] 1.0952352 1.1823834 0.9541248 1.0307716 [157,] 1.0954392 1.1824179 0.9542238 1.0310945 [158,] 1.0960503 1.1825194 0.9545195 1.0320656 [159,] 1.0980777 1.1828389 0.9554904 1.0353288 [160,] 1.0982796 1.1828693 0.9555862 1.0356573 [161,] 1.0994881 1.1830452 0.9561569 1.0376362 [162,] 1.1006913 1.1832107 0.9567199 1.0396287 [163,] 1.1007913 1.1832240 0.9567665 1.0397954 [164,] 1.1009913 1.1832504 0.9568595 1.0401290 [165,] 1.1015902 1.1833280 0.9571374 1.0411320 [166,] 1.1030815 1.1835111 0.9578246 1.0436540 [167,] 1.1046631 1.1836895 0.9585469 1.0463667 [168,] 1.1051554 1.1837419 0.9587705 1.0472191 [169,] 1.1064311 1.1838704 0.9593475 1.0494455 [170,] 1.1070177 1.1839261 0.9596119 1.0504779 [171,] 1.1082843 1.1840395 0.9601807 1.0527250 [172,] 1.1084786 1.1840560 0.9602677 1.0530720 [173,] 1.1102207 1.1841949 0.9610464 1.0562085 [174,] 1.1116631 1.1842976 0.9616900 1.0588417 [175,] 1.1158448 1.1845380 0.9635638 1.0666670 [176,] 1.1163152 1.1845603 0.9637763 1.0675659 [177,] 1.1165969 1.1845732 0.9639038 1.0681062 [178,] 1.1181864 1.1846406 0.9646272 1.0711813 [179,] 1.1201328 1.1847111 0.9655232 1.0750122 [180,] 1.1204092 1.1847201 0.9656515 1.0755624 [181,] 1.1211444 1.1847430 0.9659942 1.0770334 [182,] 1.1223329 1.1847765 0.9665529 1.0794351 [183,] 1.1224239 1.1847789 0.9665959 1.0796204 [184,] 1.1231509 1.1847972 0.9669411 1.0811061 [185,] 1.1271814 1.1848751 0.9689050 1.0895629 [186,] 1.1274464 1.1848789 0.9690375 1.0901326 [187,] 1.1292008 1.1849014 0.9699276 1.0939491 [188,] 1.1303294 1.1849132 0.9705128 1.0964469 [189,] 1.1309332 1.1849188 0.9708303 1.0977973 [190,] 1.1323881 1.1849307 0.9716085 1.1010925 [191,] 1.1329824 1.1849350 0.9719321 1.1024556 [192,] 1.1340786 1.1849422 0.9725383 1.1049967 [193,] 1.1342464 1.1849433 0.9726321 1.1053888 [194,] 1.1347483 1.1849465 0.9729146 1.1065666 [195,] 1.1359939 1.1849543 0.9736275 1.1095222 [196,] 1.1377152 1.1849666 0.9746409 1.1136860 [197,] 1.1383640 1.1849720 0.9750317 1.1152800 [198,] 1.1384448 1.1849727 0.9750807 1.1154795 [199,] 1.1410773 1.1850039 0.9767212 1.1220999 [200,] 1.1427944 1.1850352 0.9778393 1.1265499 [201,] 1.1448593 1.1850899 0.9792388 1.1320473 [202,] 1.1476843 1.1852062 0.9812647 1.1398424 [203,] 1.1484842 1.1852502 0.9818647 1.1421093 [204,] 1.1486287 1.1852587 0.9819744 1.1425219 [205,] 1.1494905 1.1853138 0.9826377 1.1450000 [206,] 1.1518106 1.1855014 0.9845062 1.1518342 [207,] 1.1522934 1.1855486 0.9849117 1.1532870 [208,] 1.1537218 1.1857073 0.9861494 1.1576508 [209,] 1.1552523 1.1859125 0.9875444 1.1624383 [210,] 1.1553180 1.1859222 0.9876060 1.1626466 [211,] 1.1560366 1.1860333 0.9882896 1.1649389 [212,] 1.1561663 1.1860544 0.9884150 1.1653558 [213,] 1.1566184 1.1861305 0.9888567 1.1668153 [214,] 1.1566827 1.1861416 0.9889201 1.1670239 [215,] 1.1576392 1.1863180 0.9898828 1.1701533 [216,] 1.1578916 1.1863679 0.9901430 1.1709882 [217,] 1.1633980 1.1878806 0.9965776 1.1901895 [218,] 1.1636244 1.1879624 0.9968784 1.1910226 [219,] 1.1659401 1.1888999 1.0001533 1.1997490 [220,] 1.1667930 1.1892944 1.0014588 1.2030602 [221,] 1.1681456 1.1899784 1.0036519 1.2084193 [222,] 1.1681968 1.1900058 1.0037381 1.2086248 [223,] 1.1692088 1.1905692 1.0054904 1.2127241 [224,] 1.1697061 1.1908624 1.0063876 1.2147654 [225,] 1.1704899 1.1913472 1.0078530 1.2180185 [226,] 1.1719213 1.1923076 1.0107027 1.2240708 [227,] 1.1734851 1.1934752 1.0140963 1.2308444 [228,] 1.1735752 1.1935465 1.0143014 1.2312396 [229,] 1.1740673 1.1939435 1.0154403 1.2334069 [230,] 1.1763959 1.1960140 1.0212957 1.2438619 [231,] 1.1816005 1.2019880 1.0379678 1.2684333 [232,] 1.1861426 1.2093283 1.0592882 1.2914882 [233,] 1.1866925 1.2103968 1.0625328 1.2943705 [234,] 1.1872974 1.2116244 1.0663086 1.2975505 [235,] 1.1893512 1.2162235 1.0809078 1.3082620 [236,] 1.1904210 1.2188813 1.0896760 1.3136081 [237,] 1.1911031 1.2206573 1.0956741 1.3168455 [238,] 1.1913776 1.2213885 1.0981772 1.3181045 [239,] 1.1919550 1.2229535 1.1036036 1.3206616 [240,] 1.1925375 1.2245651 1.1092978 1.3231099 [241,] 1.1927597 1.2251866 1.1115253 1.3240068 [242,] 1.1978578 1.2398526 1.1679348 1.3388174 [243,] 1.1981343 1.2406456 1.1710316 1.3393311 [244,] 1.2027343 1.2534136 1.2173500 1.3457176 > str(pExT <- vapply(SmPen001TExp, predict, FUN.VALUE=newd, newdata = newd)); pExT num [1:244, 1:14] 1 1.1 1.12 1.15 1.17 ... - attr(*, "dimnames")=List of 2 ..$ : NULL ..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ... n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150 [1,] 1.003367 1.511844 0.5158908 0.2822302 0.5788122 0.7421955 0.6905152 0.8976939 0.6558378 0.7269669 [2,] 1.104262 1.597810 0.6276129 0.3333466 0.6415701 0.8859412 0.7497345 0.9861059 0.6812390 0.7864873 [3,] 1.116835 1.607669 0.6402186 0.3393294 0.6486830 0.9027823 0.7565646 0.9975076 0.6833896 0.7939691 [4,] 1.146532 1.630323 0.6689630 0.3531983 0.6649216 0.9415692 0.7722529 1.0244927 0.6879054 0.8116123 [5,] 1.167861 1.646080 0.6887537 0.3629540 0.6761489 0.9685591 0.7831475 1.0438359 0.6908000 0.8241747 [6,] 1.196343 1.666503 0.7141261 0.3757462 0.6906629 1.0034631 0.7972282 1.0694984 0.6944146 0.8406558 [7,] 1.197827 1.667548 0.7154159 0.3764058 0.6914056 1.0052456 0.7979474 1.0708279 0.6945987 0.8415024 [8,] 1.217572 1.681296 0.7322878 0.3851250 0.7011768 1.0286319 0.8073890 1.0884306 0.6970380 0.8526357 [9,] 1.239771 1.696397 0.7506235 0.3948050 0.7119350 1.0541804 0.8177455 1.1079245 0.6998115 0.8648170 [10,] 1.274899 1.719576 0.7783284 0.4098872 0.7285499 1.0930172 0.8336936 1.1377740 0.7044991 0.8832400 [11,] 1.284262 1.725615 0.7854518 0.4138633 0.7329097 1.1030430 0.8378724 1.1454810 0.7058360 0.8879554 [12,] 1.285337 1.726304 0.7862628 0.4143187 0.7334088 1.1041854 0.8383505 1.1463585 0.7059920 0.8884913 [13,] 1.288299 1.728201 0.7884898 0.4155722 0.7347821 1.1073234 0.8396662 1.1487680 0.7064247 0.8899615 [14,] 1.294787 1.732337 0.7933318 0.4183126 0.7377834 1.1141509 0.8425406 1.1540053 0.7073873 0.8931517 [15,] 1.301585 1.736642 0.7983506 0.4211754 0.7409178 1.1212343 0.8455412 1.1594293 0.7084184 0.8964475 [16,] 1.309246 1.741461 0.8039410 0.4243917 0.7444392 1.1291321 0.8489105 1.1654623 0.7096100 0.9001036 [17,] 1.324996 1.751261 0.8152195 0.4309730 0.7516484 1.1450876 0.8558016 1.1775895 0.7121665 0.9074178 [18,] 1.328897 1.753666 0.8179683 0.4325965 0.7534284 1.1489805 0.8575006 1.1805333 0.7128233 0.9091849 [19,] 1.334490 1.757100 0.8218803 0.4349207 0.7559783 1.1545233 0.8599318 1.1847128 0.7137825 0.9116870 [20,] 1.377555 1.782989 0.8508346 0.4526621 0.7755218 1.1956219 0.8784556 1.2151295 0.7219015 0.9295655 [21,] 1.379588 1.784188 0.8521511 0.4534932 0.7764406 1.1974930 0.8793228 1.2164844 0.7223179 0.9303451 [22,] 1.404813 1.798903 0.8681329 0.4637679 0.7878242 1.2202143 0.8900528 1.2326685 0.7277271 0.9395540 [23,] 1.424498 1.810187 0.8801494 0.4717369 0.7966812 1.2373007 0.8983939 1.2444845 0.7322293 0.9461783 [24,] 1.429313 1.812922 0.8830292 0.4736800 0.7988444 1.2413947 0.9004315 1.2472674 0.7333640 0.9477288 [25,] 1.445077 1.821806 0.8922965 0.4800263 0.8059183 1.2545656 0.9070990 1.2560862 0.7371634 0.9526244 [26,] 1.456708 1.828297 0.8989787 0.4846946 0.8111303 1.2640566 0.9120178 1.2623084 0.7400435 0.9560667 [27,] 1.468435 1.834787 0.9055833 0.4893893 0.8163786 1.2734307 0.9169786 1.2683383 0.7430067 0.9593967 [28,] 1.481506 1.841959 0.9127914 0.4946094 0.8222220 1.2836515 0.9225132 1.2747747 0.7463741 0.9629475 [29,] 1.485575 1.844179 0.9150027 0.4962318 0.8240398 1.2867847 0.9242377 1.2767176 0.7474352 0.9640192 [30,] 1.489656 1.846398 0.9172045 0.4978576 0.8258620 1.2899031 0.9259679 1.2786368 0.7485050 0.9650780 [31,] 1.490599 1.846911 0.9177113 0.4982332 0.8262831 1.2906207 0.9263679 1.2790763 0.7487531 0.9653206 [32,] 1.495009 1.849301 0.9200695 0.4999884 0.8282514 1.2939588 0.9282390 1.2811107 0.7499168 0.9664434 [33,] 1.495324 1.849472 0.9202375 0.5001139 0.8283922 1.2941966 0.9283729 1.2812549 0.7500002 0.9665231 [34,] 1.495955 1.849813 0.9205734 0.5003650 0.8286738 1.2946719 0.9286408 1.2815430 0.7501674 0.9666821 [35,] 1.517571 1.861425 0.9318570 0.5089486 0.8383120 1.3106173 0.9378339 1.2909956 0.7559625 0.9719149 [36,] 1.522059 1.863816 0.9341470 0.5107272 0.8403113 1.3138476 0.9397477 1.2928582 0.7571817 0.9729505 [37,] 1.538519 1.872527 0.9423913 0.5172399 0.8476387 1.3254582 0.9467834 1.2993966 0.7616933 0.9766019 [38,] 1.539817 1.873210 0.9430314 0.5177529 0.8482163 1.3263583 0.9473395 1.2998929 0.7620517 0.9768802 [39,] 1.542092 1.874406 0.9441493 0.5186515 0.8492282 1.3279297 0.9483144 1.3007555 0.7626803 0.9773643 [40,] 1.549261 1.878164 0.9476433 0.5214823 0.8524169 1.3328373 0.9513913 1.3034180 0.7646683 0.9788623 [41,] 1.551550 1.879360 0.9487489 0.5223851 0.8534343 1.3343888 0.9523746 1.3042495 0.7653047 0.9793314 [42,] 1.559748 1.883633 0.9526733 0.5256178 0.8570784 1.3398899 0.9559031 1.3071576 0.7675920 0.9809770 [43,] 1.564357 1.886025 0.9548542 0.5274339 0.8591265 1.3429431 0.9578908 1.3087439 0.7688827 0.9818781 [44,] 1.566666 1.887222 0.9559401 0.5283435 0.8601525 1.3444622 0.9588879 1.3095257 0.7695305 0.9823232 [45,] 1.571295 1.889615 0.9581029 0.5301658 0.8622086 1.3474854 0.9608885 1.3110663 0.7708311 0.9832023 [46,] 1.576933 1.892521 0.9607128 0.5323842 0.8647125 1.3511293 0.9633295 1.3128964 0.7724191 0.9842500 [47,] 1.578595 1.893376 0.9614770 0.5330379 0.8654505 1.3521953 0.9640499 1.3134262 0.7728879 0.9845540 [48,] 1.598332 1.903468 0.9703755 0.5407923 0.8742104 1.3645753 0.9726355 1.3193886 0.7784766 0.9879984 [49,] 1.598669 1.903639 0.9705244 0.5409244 0.8743597 1.3647819 0.9727824 1.3194851 0.7785721 0.9880545 [50,] 1.632318 1.920591 0.9849468 0.5541122 0.8892796 1.3846932 0.9875513 1.3283020 0.7881578 0.9932336 [51,] 1.637130 1.922991 0.9869345 0.5559951 0.8914118 1.3874201 0.9896768 1.3294333 0.7895310 0.9939064 [52,] 1.641610 1.925219 0.9887685 0.5577476 0.8933968 1.3899320 0.9916587 1.3304586 0.7908095 0.9945179 [53,] 1.644718 1.926762 0.9900315 0.5589632 0.8947738 1.3916595 0.9930355 1.3311544 0.7916964 0.9949339 [54,] 1.652685 1.930707 0.9932346 0.5620782 0.8983034 1.3960315 0.9965715 1.3328806 0.7939695 0.9959696 [55,] 1.654075 1.931393 0.9937880 0.5626212 0.8989188 1.3967855 0.9971890 1.3331732 0.7943657 0.9961457 [56,] 1.656509 1.932594 0.9947539 0.5635724 0.8999969 1.3981004 0.9982715 1.3336799 0.7950597 0.9964510 [57,] 1.656857 1.932766 0.9948916 0.5637084 0.9001510 1.3982878 0.9984264 1.3337518 0.7951589 0.9964943 [58,] 1.667327 1.937915 0.9989912 0.5677987 0.9047882 1.4038537 1.0030940 1.3358423 0.7981419 0.9977601 [59,] 1.690222 1.949082 1.0076610 0.5767351 0.9149253 1.4155396 1.0133576 1.3399515 0.8046438 1.0002910 [60,] 1.691640 1.949770 1.0081849 0.5772884 0.9155532 1.4162417 1.0139959 1.3401859 0.8050453 1.0004378 [61,] 1.697680 1.952693 1.0103990 0.5796442 0.9182269 1.4192035 1.0167180 1.3411586 0.8067533 1.0010511 [62,] 1.698392 1.953037 1.0106582 0.5799219 0.9185420 1.4195496 1.0170391 1.3412705 0.8069544 1.0011221 [63,] 1.699104 1.953381 1.0109170 0.5801996 0.9188572 1.4198952 1.0173605 1.3413819 0.8071555 1.0011929 [64,] 1.699816 1.953725 1.0111756 0.5804774 0.9191726 1.4202402 1.0176821 1.3414928 0.8073567 1.0012634 [65,] 1.702312 1.954929 1.0120784 0.5814506 0.9202772 1.4214440 1.0188092 1.3418768 0.8080609 1.0015085 [66,] 1.716276 1.961642 1.0170444 0.5868947 0.9264585 1.4280366 1.0251334 1.3439004 0.8119896 1.0028234 [67,] 1.716636 1.961814 1.0171703 0.5870348 0.9266176 1.4282031 1.0252966 1.3439497 0.8120904 1.0028560 [68,] 1.717355 1.962159 1.0174219 0.5873151 0.9269358 1.4285357 1.0256230 1.3440480 0.8122921 1.0029211 [69,] 1.738326 1.972154 1.0245925 0.5954866 0.9362178 1.4379539 1.0351720 1.3466787 0.8181449 1.0047220 [70,] 1.748897 1.977157 1.0280885 0.5996046 0.9408970 1.4424965 1.0400043 1.3478381 0.8210734 1.0055640 [71,] 1.750360 1.977847 1.0285662 0.6001743 0.9415444 1.4431143 1.0406738 1.3479899 0.8214774 1.0056774 [72,] 1.753655 1.979401 1.0296372 0.6014577 0.9430028 1.4444963 1.0421826 1.3483246 0.8223866 1.0059300 [73,] 1.755121 1.980091 1.0301114 0.6020287 0.9436518 1.4451070 1.0428543 1.3484703 0.8227907 1.0060412 [74,] 1.756221 1.980609 1.0304664 0.6024573 0.9441388 1.4455637 1.0433585 1.3485782 0.8230938 1.0061242 [75,] 1.760997 1.982854 1.0319980 0.6043171 0.9462526 1.4475282 1.0455480 1.3490336 0.8244073 1.0064799 [76,] 1.763205 1.983890 1.0327012 0.6051770 0.9472299 1.4484272 1.0465609 1.3492371 0.8250137 1.0066420 [77,] 1.769843 1.987000 1.0347971 0.6077622 0.9501686 1.4510945 1.0496086 1.3498218 0.8268329 1.0071203 [78,] 1.775392 1.989593 1.0365283 0.6099232 0.9526251 1.4532832 1.0521585 1.3502802 0.8283492 1.0075103 [79,] 1.776875 1.990285 1.0369877 0.6105004 0.9532813 1.4538615 1.0528400 1.3503980 0.8287536 1.0076131 [80,] 1.780214 1.991841 1.0380177 0.6118008 0.9547596 1.4551548 1.0543757 1.3506563 0.8296635 1.0078425 [81,] 1.781329 1.992360 1.0383600 0.6122347 0.9552530 1.4555833 1.0548883 1.3507403 0.8299668 1.0079184 [82,] 1.791759 1.997204 1.0415293 0.6162964 0.9598709 1.4595223 1.0596897 1.3514749 0.8327967 1.0086140 [83,] 1.792132 1.997377 1.0416416 0.6164418 0.9600363 1.4596610 1.0598617 1.3514995 0.8328978 1.0086384 [84,] 1.794749 1.998589 1.0424266 0.6174607 0.9611948 1.4606275 1.0610671 1.3516685 0.8336049 1.0088087 [85,] 1.798493 2.000321 1.0435432 0.6189186 0.9628524 1.4619961 1.0627922 1.3519003 0.8346148 1.0090498 [86,] 1.798867 2.000494 1.0436546 0.6190645 0.9630184 1.4621322 1.0629650 1.3519229 0.8347158 1.0090738 [87,] 1.799992 2.001013 1.0439883 0.6195025 0.9635164 1.4625395 1.0634833 1.3519899 0.8350187 1.0091456 [88,] 1.812781 2.006904 1.0477374 0.6244832 0.9691801 1.4670663 1.0693821 1.3526797 0.8384477 1.0099446 [89,] 1.816936 2.008812 1.0489375 0.6261013 0.9710203 1.4684951 1.0712996 1.3528757 0.8395555 1.0101979 [90,] 1.817692 2.009158 1.0491550 0.6263959 0.9713553 1.4687530 1.0716488 1.3529099 0.8397567 1.0102438 [91,] 1.818449 2.009505 1.0493724 0.6266906 0.9716904 1.4690103 1.0719980 1.3529437 0.8399580 1.0102895 [92,] 1.818827 2.009679 1.0494810 0.6268380 0.9718580 1.4691387 1.0721727 1.3529604 0.8400586 1.0103123 [93,] 1.820341 2.010372 1.0499149 0.6274278 0.9725287 1.4696510 1.0728718 1.3530262 0.8404610 1.0104035 [94,] 1.832876 2.016099 1.0534652 0.6323105 0.9780816 1.4737877 1.0786613 1.3535038 0.8437748 1.0111460 [95,] 1.834782 2.016967 1.0539987 0.6330529 0.9789259 1.4744005 1.0795419 1.3535660 0.8442760 1.0112572 [96,] 1.837071 2.018009 1.0546373 0.6339448 0.9799402 1.4751311 1.0805997 1.3536372 0.8448770 1.0113901 [97,] 1.846636 2.022352 1.0572812 0.6376717 0.9841787 1.4781182 1.0850206 1.3538933 0.8473781 1.0119397 [98,] 1.849706 2.023742 1.0581216 0.6388680 0.9855393 1.4790548 1.0864399 1.3539616 0.8481773 1.0121143 [99,] 1.854704 2.026002 1.0594815 0.6408157 0.9877546 1.4805568 1.0887507 1.3540584 0.8494750 1.0123970 [100,] 1.857786 2.027393 1.0603149 0.6420167 0.9891205 1.4814689 1.0901755 1.3541094 0.8502730 1.0125704 [101,] 1.861644 2.029133 1.0613531 0.6435203 0.9908308 1.4825960 1.0919595 1.3541641 0.8512698 1.0127868 [102,] 1.862803 2.029655 1.0616638 0.6439720 0.9913446 1.4829313 1.0924954 1.3541785 0.8515687 1.0128516 [103,] 1.863576 2.030003 1.0618707 0.6442732 0.9916872 1.4831541 1.0928528 1.3541876 0.8517679 1.0128948 [104,] 1.867057 2.031569 1.0628001 0.6456301 0.9932307 1.4841496 1.0944627 1.3542236 0.8526642 1.0130891 [105,] 1.868606 2.032266 1.0632121 0.6462338 0.9939176 1.4845883 1.0951790 1.3542370 0.8530623 1.0131753 [106,] 1.871708 2.033658 1.0640345 0.6474426 0.9952928 1.4854587 1.0966133 1.3542590 0.8538584 1.0133478 [107,] 1.873260 2.034355 1.0644447 0.6480477 0.9959812 1.4858904 1.0973312 1.3542677 0.8542563 1.0134340 [108,] 1.876757 2.035922 1.0653658 0.6494106 0.9975320 1.4868534 1.0989483 1.3542813 0.8551512 1.0136280 [109,] 1.882598 2.038536 1.0668946 0.6516871 1.0001225 1.4884325 1.1016491 1.3542864 0.8566418 1.0139515 [110,] 1.886501 2.040279 1.0679095 0.6532080 1.0018536 1.4894673 1.1034536 1.3542775 0.8576350 1.0141675 [111,] 1.889628 2.041674 1.0687191 0.6544267 1.0032409 1.4902848 1.1048994 1.3542636 0.8584292 1.0143406 [112,] 1.891585 2.042545 1.0692241 0.6551892 1.0041089 1.4907911 1.1058040 1.3542517 0.8589255 1.0144490 [113,] 1.900215 2.046383 1.0714366 0.6585522 1.0079382 1.4929765 1.1097932 1.3541719 0.8611084 1.0149277 [114,] 1.909273 2.050399 1.0737345 0.6620814 1.0119585 1.4951875 1.1139792 1.3540417 0.8633900 1.0154325 [115,] 1.914014 2.052495 1.0749275 0.6639282 1.0140630 1.4963113 1.1161693 1.3539555 0.8645806 1.0156982 [116,] 1.917180 2.053893 1.0757208 0.6651615 1.0154687 1.4970492 1.1176316 1.3538912 0.8653744 1.0158763 [117,] 1.920350 2.055291 1.0765125 0.6663963 1.0168764 1.4977781 1.1190958 1.3538216 0.8661684 1.0160553 [118,] 1.923525 2.056689 1.0773025 0.6676328 1.0182863 1.4984979 1.1205618 1.3537467 0.8669626 1.0162353 [119,] 1.925114 2.057389 1.0776970 0.6682517 1.0189920 1.4988545 1.1212954 1.3537073 0.8673598 1.0163256 [120,] 1.925512 2.057564 1.0777956 0.6684065 1.0191686 1.4989433 1.1214789 1.3536973 0.8674591 1.0163483 [121,] 1.931084 2.060012 1.0791729 0.6705760 1.0216433 1.5001715 1.1240506 1.3535483 0.8688499 1.0166668 [122,] 1.934274 2.061412 1.0799580 0.6718179 1.0230604 1.5008610 1.1255225 1.3534564 0.8696451 1.0168504 [123,] 1.946276 2.066665 1.0828904 0.6764893 1.0283934 1.5033670 1.1310576 1.3530688 0.8726309 1.0175503 [124,] 1.955118 2.070520 1.0850300 0.6799291 1.0323235 1.5051251 1.1351316 1.3527436 0.8748252 1.0180762 [125,] 1.955521 2.070695 1.0851271 0.6800857 1.0325026 1.5052034 1.1353171 1.3527281 0.8749250 1.0181004 [126,] 1.957132 2.071397 1.0855152 0.6807125 1.0332190 1.5055153 1.1360593 1.3526651 0.8753246 1.0181974 [127,] 1.959552 2.072449 1.0860968 0.6816534 1.0342947 1.5059790 1.1371733 1.3525687 0.8759242 1.0183437 [128,] 1.964802 2.074729 1.0873552 0.6836950 1.0366296 1.5069666 1.1395901 1.3523517 0.8772247 1.0186640 [129,] 1.967230 2.075782 1.0879351 0.6846386 1.0377091 1.5074145 1.1407069 1.3522479 0.8778257 1.0188134 [130,] 1.967635 2.075957 1.0880318 0.6847960 1.0378891 1.5074887 1.1408932 1.3522304 0.8779259 1.0188384 [131,] 1.970065 2.077010 1.0886111 0.6857406 1.0389701 1.5079310 1.1420110 1.3521240 0.8785274 1.0189890 [132,] 1.970470 2.077186 1.0887077 0.6858981 1.0391504 1.5080042 1.1421974 1.3521060 0.8786277 1.0190142 [133,] 1.974527 2.078941 1.0896722 0.6874746 1.0409551 1.5087291 1.1440628 1.3519232 0.8796314 1.0192679 [134,] 1.976152 2.079644 1.0900576 0.6881059 1.0416779 1.5090153 1.1448096 1.3518484 0.8800333 1.0193703 [135,] 1.977778 2.080346 1.0904429 0.6887375 1.0424012 1.5092993 1.1455568 1.3517726 0.8804354 1.0194731 [136,] 1.981440 2.081927 1.0913092 0.6901601 1.0440308 1.5099307 1.1472393 1.3515988 0.8813410 1.0197065 [137,] 1.981847 2.082103 1.0914054 0.6903183 1.0442120 1.5100001 1.1474264 1.3515792 0.8814417 1.0197326 [138,] 1.983885 2.082981 1.0918862 0.6911096 1.0451187 1.5103456 1.1483621 1.3514803 0.8819455 1.0198635 [139,] 1.985108 2.083509 1.0921746 0.6915846 1.0456631 1.5105513 1.1489238 1.3514203 0.8822479 1.0199425 [140,] 1.987965 2.084739 1.0928472 0.6926938 1.0469346 1.5110267 1.1502352 1.3512785 0.8829542 1.0201280 [141,] 1.991234 2.086146 1.0936153 0.6939629 1.0483898 1.5115622 1.1517354 1.3511131 0.8837624 1.0203420 [142,] 1.992052 2.086497 1.0938073 0.6942804 1.0487539 1.5116948 1.1521106 1.3510712 0.8839647 1.0203959 [143,] 1.999016 2.089488 1.0954377 0.6969829 1.0518547 1.5128012 1.1553040 1.3507069 0.8856866 1.0208596 [144,] 2.006823 2.092832 1.0972578 0.7000111 1.0553319 1.5139945 1.1588807 1.3502829 0.8876176 1.0213899 [145,] 2.009706 2.094065 1.0979279 0.7011288 1.0566162 1.5144227 1.1602004 1.3501224 0.8883309 1.0215886 [146,] 2.015895 2.096707 1.0993634 0.7035276 1.0593738 1.5153203 1.1630318 1.3497711 0.8898630 1.0220200 [147,] 2.017549 2.097412 1.0997461 0.7041682 1.0601105 1.5155550 1.1637877 1.3496758 0.8902724 1.0221364 [148,] 2.019203 2.098117 1.1001287 0.7048090 1.0608477 1.5157878 1.1645438 1.3495798 0.8906822 1.0222533 [149,] 2.023343 2.099880 1.1010853 0.7064128 1.0626932 1.5163613 1.1664357 1.3493370 0.8917083 1.0225480 [150,] 2.025831 2.100939 1.1016591 0.7073761 1.0638022 1.5166998 1.1675717 1.3491893 0.8923251 1.0227265 [151,] 2.028737 2.102173 1.1023287 0.7085010 1.0650975 1.5170892 1.1688980 1.3490153 0.8930458 1.0229362 [152,] 2.033310 2.104114 1.1033809 0.7102709 1.0671364 1.5176897 1.1709841 1.3487382 0.8941808 1.0232691 [153,] 2.046661 2.109765 1.1064435 0.7154344 1.0730905 1.5193573 1.1770653 1.3479083 0.8975007 1.0242597 [154,] 2.052525 2.112240 1.1077848 0.7177003 1.0757058 1.5200506 1.1797314 1.3475352 0.8989619 1.0247033 [155,] 2.053364 2.112593 1.1079765 0.7180243 1.0760799 1.5201479 1.1801125 1.3474814 0.8991711 1.0247672 [156,] 2.059664 2.115246 1.1094150 0.7204573 1.0788898 1.5208637 1.1829731 1.3470747 0.9007438 1.0252500 [157,] 2.060506 2.115600 1.1096070 0.7207821 1.0792649 1.5209573 1.1833547 1.3470200 0.9009540 1.0253149 [158,] 2.063031 2.116662 1.1101829 0.7217568 1.0803912 1.5212355 1.1845001 1.3468554 0.9015852 1.0255103 [159,] 2.071468 2.120202 1.1121052 0.7250115 1.0841531 1.5221352 1.1883220 1.3463007 0.9036973 1.0261692 [160,] 2.072313 2.120557 1.1122977 0.7253374 1.0845299 1.5222229 1.1887045 1.3462448 0.9039092 1.0262357 [161,] 2.077391 2.122682 1.1134532 0.7272946 1.0867934 1.5227402 1.1910006 1.3459075 0.9051831 1.0266373 [162,] 2.082478 2.124809 1.1146105 0.7292548 1.0890611 1.5232428 1.1932987 1.3455676 0.9064617 1.0270428 [163,] 2.082903 2.124987 1.1147070 0.7294182 1.0892502 1.5232840 1.1934903 1.3455391 0.9065685 1.0270768 [164,] 2.083752 2.125341 1.1149001 0.7297453 1.0896286 1.5233661 1.1938735 1.3454822 0.9067821 1.0271448 [165,] 2.086300 2.126405 1.1154796 0.7307268 1.0907645 1.5236102 1.1950234 1.3453110 0.9074238 1.0273496 [166,] 2.092684 2.129066 1.1169307 0.7331838 1.0936085 1.5242046 1.1979003 1.3448808 0.9090333 1.0278657 [167,] 2.099511 2.131906 1.1184822 0.7358095 1.0966488 1.5248144 1.2009717 1.3444188 0.9107587 1.0284228 [168,] 2.101648 2.132794 1.1189679 0.7366311 1.0976003 1.5250000 1.2019321 1.3442739 0.9112998 1.0285982 [169,] 2.107212 2.135103 1.1202327 0.7387694 1.1000772 1.5254713 1.2044304 1.3438960 0.9127109 1.0290574 [170,] 2.109785 2.136169 1.1208176 0.7397575 1.1012219 1.5256834 1.2055840 1.3437212 0.9133643 1.0292708 [171,] 2.115367 2.138480 1.1220870 0.7419007 1.1037051 1.5261318 1.2080847 1.3433416 0.9147847 1.0297364 [172,] 2.116227 2.138836 1.1222826 0.7422307 1.1040875 1.5261994 1.2084695 1.3432832 0.9150038 1.0298084 [173,] 2.123978 2.142038 1.1240467 0.7452042 1.1075336 1.5267916 1.2119347 1.3427565 0.9169831 1.0304612 [174,] 2.130456 2.144708 1.1255222 0.7476868 1.1104113 1.5272633 1.2148243 1.3423172 0.9186430 1.0310116 [175,] 2.149549 2.152550 1.1298820 0.7549932 1.1188820 1.5285362 1.2233092 1.3410313 0.9235732 1.0326598 [176,] 2.151727 2.153442 1.1303806 0.7558257 1.1198473 1.5286707 1.2242740 1.3408857 0.9241396 1.0328503 [177,] 2.153035 2.153978 1.1306802 0.7563255 1.1204267 1.5287505 1.2248530 1.3407984 0.9244802 1.0329649 [178,] 2.160459 2.157012 1.1323824 0.7591603 1.1237136 1.5291890 1.2281346 1.3403049 0.9264192 1.0336189 [179,] 2.169658 2.160764 1.1344972 0.7626693 1.1277818 1.5296999 1.2321897 1.3396981 0.9288374 1.0344375 [180,] 2.170974 2.161300 1.1348004 0.7631713 1.1283637 1.5297701 1.2327691 1.3396118 0.9291850 1.0345555 [181,] 2.174489 2.162731 1.1356105 0.7645105 1.1299162 1.5299542 1.2343143 1.3393818 0.9301148 1.0348712 [182,] 2.180209 2.165056 1.1369314 0.7666891 1.1324416 1.5302434 1.2368256 1.3390094 0.9316341 1.0353881 [183,] 2.180650 2.165235 1.1370332 0.7668568 1.1326360 1.5302651 1.2370187 1.3389808 0.9317514 1.0354281 [184,] 2.184177 2.166667 1.1378492 0.7681991 1.1341918 1.5304364 1.2385642 1.3387526 0.9326922 1.0357488 [185,] 2.204102 2.174729 1.1424824 0.7757695 1.1429635 1.5313177 1.2472580 1.3374830 0.9380626 1.0375870 [186,] 2.205435 2.175267 1.1427940 0.7762755 1.1435494 1.5313716 1.2478375 1.3373994 0.9384255 1.0377117 [187,] 2.214342 2.178855 1.1448807 0.7796519 1.1474594 1.5317166 1.2517007 1.3368452 0.9408607 1.0385496 [188,] 2.220147 2.181190 1.1462459 0.7818501 1.1500041 1.5319275 1.2542112 1.3364885 0.9424588 1.0391008 [189,] 2.223277 2.182447 1.1469840 0.7830348 1.1513753 1.5320369 1.2555628 1.3362977 0.9433244 1.0393998 [190,] 2.230895 2.185503 1.1487854 0.7859154 1.1547081 1.5322904 1.2588446 1.3358380 0.9454414 1.0401323 [191,] 2.234038 2.186762 1.1495309 0.7871028 1.1560816 1.5323899 1.2601955 1.3356504 0.9463193 1.0404366 [192,] 2.239884 2.189100 1.1509214 0.7893100 1.1586340 1.5325675 1.2627038 1.3353046 0.9479596 1.0410059 [193,] 2.240784 2.189460 1.1511361 0.7896498 1.1590268 1.5325940 1.2630896 1.3352517 0.9482131 1.0410940 [194,] 2.243487 2.190540 1.1517811 0.7906696 1.1602057 1.5326722 1.2642469 1.3350936 0.9489755 1.0413591 [195,] 2.250256 2.193242 1.1534011 0.7932215 1.1631547 1.5328593 1.2671392 1.3347018 0.9508936 1.0420269 [196,] 2.259760 2.197027 1.1556879 0.7967999 1.1672876 1.5331018 1.2711860 1.3341622 0.9536087 1.0429749 [197,] 2.263389 2.198469 1.1565649 0.7981648 1.1688632 1.5331884 1.2727267 1.3339595 0.9546524 1.0433401 [198,] 2.263843 2.198650 1.1566748 0.7983355 1.1690602 1.5331990 1.2729193 1.3339343 0.9547832 1.0433859 [199,] 2.278864 2.204607 1.1603299 0.8039762 1.1755664 1.5335231 1.2792689 1.3331167 0.9591459 1.0449175 [200,] 2.288921 2.208584 1.1627998 0.8077454 1.1799091 1.5337123 1.2834962 1.3325876 0.9621037 1.0459607 [201,] 2.301313 2.213470 1.1658689 0.8123805 1.1852437 1.5339162 1.2886771 1.3319561 0.9657882 1.0472661 [202,] 2.318842 2.220357 1.1702626 0.8189209 1.1927590 1.5341519 1.2959534 1.3311012 0.9710760 1.0491518 [203,] 2.323936 2.222353 1.1715514 0.8208177 1.1949359 1.5342092 1.2980560 1.3308612 0.9726292 1.0497086 [204,] 2.324863 2.222716 1.1717865 0.8211627 1.1953317 1.5342192 1.2984381 1.3308180 0.9729127 1.0498103 [205,] 2.330432 2.224895 1.1732028 0.8232341 1.1977071 1.5342754 1.3007295 1.3305608 0.9746206 1.0504245 [206,] 2.345800 2.230893 1.1771470 0.8289399 1.2042418 1.5344018 1.3070191 1.3298748 0.9793802 1.0521452 [207,] 2.349070 2.232166 1.1779932 0.8301520 1.2056282 1.5344233 1.3083510 1.3297333 0.9804017 1.0525163 [208,] 2.358902 2.235989 1.1805523 0.8337919 1.2097881 1.5344773 1.3123413 1.3293176 0.9834914 1.0536431 [209,] 2.369707 2.240181 1.1833913 0.8377845 1.2143445 1.5345184 1.3167023 1.3288773 0.9869191 1.0549007 [210,] 2.370177 2.240363 1.1835156 0.8379582 1.2145426 1.5345198 1.3168917 1.3288585 0.9870692 1.0549559 [211,] 2.375359 2.242370 1.1848880 0.8398700 1.2167217 1.5345326 1.3189736 1.3286538 0.9887258 1.0555667 [212,] 2.376303 2.242735 1.1851385 0.8402178 1.2171179 1.5345345 1.3193518 1.3286170 0.9890281 1.0556784 [213,] 2.379606 2.244013 1.1860175 0.8414353 1.2185045 1.5345400 1.3206751 1.3284891 0.9900890 1.0560709 [214,] 2.380078 2.244195 1.1861434 0.8416093 1.2187026 1.5345407 1.3208641 1.3284709 0.9902409 1.0561271 [215,] 2.387170 2.246934 1.1880408 0.8442203 1.2216738 1.5345465 1.3236959 1.3282023 0.9925301 1.0569769 [216,] 2.389064 2.247665 1.1885496 0.8449169 1.2224660 1.5345468 1.3244502 1.3281318 0.9931439 1.0572054 [217,] 2.432946 2.264514 1.2006089 0.8609794 1.2406726 1.5344167 1.3416980 1.3266492 1.0076450 1.0626907 [218,] 2.434868 2.265249 1.2011493 0.8616791 1.2414632 1.5344054 1.3424431 1.3265909 1.0082919 1.0629395 [219,] 2.455121 2.272968 1.2069074 0.8690310 1.2497585 1.5342603 1.3502409 1.3260099 1.0151661 1.0656077 [220,] 2.462870 2.275913 1.2091415 0.8718335 1.2529149 1.5341928 1.3531983 1.3258039 1.0178232 1.0666510 [221,] 2.475503 2.280705 1.2128190 0.8763891 1.2580392 1.5340695 1.3579881 1.3254877 1.0221851 1.0683789 [222,] 2.475990 2.280889 1.2129616 0.8765643 1.2582362 1.5340645 1.3581719 1.3254760 1.0223540 1.0684461 [223,] 2.485743 2.284579 1.2158315 0.8800700 1.2621731 1.5339582 1.3618416 1.3252495 1.0257475 1.0698042 [224,] 2.490630 2.286426 1.2172793 0.8818233 1.2641400 1.5339017 1.3636717 1.3251415 1.0274560 1.0704925 [225,] 2.498466 2.289382 1.2196132 0.8846293 1.2672845 1.5338065 1.3665932 1.3249765 1.0302051 1.0716067 [226,] 2.513208 2.294932 1.2240472 0.8898930 1.2731721 1.5336135 1.3720479 1.3246927 1.0354094 1.0737391 [227,] 2.529996 2.301233 1.2291626 0.8958631 1.2798299 1.5333729 1.3781921 1.3244130 1.0413811 1.0762243 [228,] 2.530987 2.301604 1.2294664 0.8962145 1.2802210 1.5333581 1.3785523 1.3243980 1.0417347 1.0763727 [229,] 2.536438 2.303645 1.2311435 0.8981472 1.2823710 1.5332752 1.3805304 1.3243182 1.0436837 1.0771936 [230,] 2.563330 2.313683 1.2395184 0.9076438 1.2928973 1.5328384 1.3901752 1.3239993 1.0533504 1.0813323 [231,] 2.632020 2.339096 1.2616262 0.9316392 1.3191602 1.5315605 1.4139349 1.3237702 1.0782442 1.0925481 [232,] 2.708862 2.367164 1.2874342 0.9580926 1.3474200 1.5300056 1.4389725 1.3244725 1.1059225 1.1061798 [233,] 2.719826 2.371139 1.2911988 0.9618375 1.3513517 1.5297846 1.4424087 1.3246426 1.1098288 1.1082322 [234,] 2.732397 2.375689 1.2955384 0.9661229 1.3558280 1.5295335 1.4463059 1.3248564 1.1142912 1.1106221 [235,] 2.779393 2.392616 1.3119710 0.9820697 1.3722590 1.5286304 1.4604693 1.3258170 1.1308194 1.1199288 [236,] 2.806593 2.402356 1.3216219 0.9912498 1.3815460 1.5281448 1.4683714 1.3264745 1.1402775 1.1256037 [237,] 2.824836 2.408867 1.3281478 0.9973881 1.3876817 1.5278390 1.4735502 1.3269487 1.1465780 1.1295368 [238,] 2.832374 2.411552 1.3308560 0.9999200 1.3901947 1.5277180 1.4756616 1.3271510 1.1491712 1.1311926 [239,] 2.848575 2.417313 1.3367000 1.0053538 1.3955525 1.5274693 1.4801443 1.3275962 1.1547260 1.1348145 [240,] 2.865389 2.423277 1.3427962 1.0109806 1.4010490 1.5272289 1.4847161 1.3280704 1.1604633 1.1386659 [241,] 2.871917 2.425589 1.3451716 1.0131618 1.4031655 1.5271407 1.4864691 1.3282572 1.1626834 1.1401873 [242,] 3.030759 2.481211 1.4041815 1.0656313 1.4515537 1.5261381 1.5253846 1.3327758 1.2157560 1.1817514 [243,] 3.039264 2.484157 1.4073954 1.0684067 1.4539723 1.5261581 1.5272679 1.3330039 1.2185765 1.1841933 [244,] 3.165991 2.527703 1.4557426 1.1093435 1.4879366 1.5275554 1.5530172 1.3365569 1.2610652 1.2220636 n=220 n=340 n=510 n=760 [1,] 0.7572009 0.6432452 0.7988005 0.6777225 [2,] 0.8074632 0.7489099 0.7800672 0.7392092 [3,] 0.8125620 0.7617999 0.7798631 0.7452394 [4,] 0.8236552 0.7914356 0.7807228 0.7586757 [5,] 0.8309085 0.8119649 0.7824145 0.7677738 [6,] 0.8398153 0.8384134 0.7858455 0.7792751 [7,] 0.8402585 0.8397636 0.7860556 0.7798513 [8,] 0.8459950 0.8574930 0.7890933 0.7872704 [9,] 0.8521437 0.8769196 0.7929448 0.7950648 [10,] 0.8614266 0.9063935 0.7996296 0.8063181 [11,] 0.8638398 0.9139527 0.8014875 0.8091153 [12,] 0.8641157 0.9148123 0.8017020 0.8094318 [13,] 0.8648747 0.9171711 0.8022940 0.8102992 [14,] 0.8665324 0.9222920 0.8035947 0.8121780 [15,] 0.8682629 0.9275871 0.8049604 0.8141175 [16,] 0.8702070 0.9334674 0.8064993 0.8162721 [17,] 0.8741923 0.9452617 0.8096456 0.8206173 [18,] 0.8751783 0.9481197 0.8104182 0.8216793 [19,] 0.8765926 0.9521741 0.8115199 0.8231948 [20,] 0.8875609 0.9816570 0.8197419 0.8347645 [21,] 0.8880849 0.9829743 0.8201216 0.8353138 [22,] 0.8946664 0.9988112 0.8248266 0.8422126 [23,] 0.8999220 1.0105279 0.8285427 0.8477228 [24,] 0.9012261 1.0133113 0.8294609 0.8490902 [25,] 0.9055517 1.0222055 0.8324926 0.8536216 [26,] 0.9088026 1.0285595 0.8347547 0.8570189 [27,] 0.9121347 1.0347919 0.8370555 0.8604911 [28,] 0.9159177 1.0415402 0.8396426 0.8644153 [29,] 0.9171110 1.0435994 0.8404526 0.8656482 [30,] 0.9183149 1.0456450 0.8412668 0.8668898 [31,] 0.9185942 1.0461151 0.8414553 0.8671776 [32,] 0.9199053 1.0482997 0.8423380 0.8685264 [33,] 0.9199994 1.0484551 0.8424012 0.8686231 [34,] 0.9201879 1.0487658 0.8425278 0.8688167 [35,] 0.9267425 1.0591500 0.8468940 0.8755167 [36,] 0.9281278 1.0612455 0.8478098 0.8769230 [37,] 0.9332787 1.0687529 0.8512005 0.8821071 [38,] 0.9336896 1.0693331 0.8514702 0.8825170 [39,] 0.9344111 1.0703454 0.8519436 0.8832353 [40,] 0.9366987 1.0735016 0.8534428 0.8854996 [41,] 0.9374328 1.0744978 0.8539236 0.8862219 [42,] 0.9400795 1.0780241 0.8556553 0.8888069 [43,] 0.9415783 1.0799774 0.8566355 0.8902566 [44,] 0.9423323 1.0809482 0.8571284 0.8909818 [45,] 0.9438490 1.0828783 0.8581200 0.8924319 [46,] 0.9457065 1.0852014 0.8593344 0.8941917 [47,] 0.9462560 1.0858804 0.8596936 0.8947088 [48,] 0.9528453 1.0937409 0.8640018 0.9007791 [49,] 0.9529586 1.0938717 0.8640759 0.9008813 [50,] 0.9644138 1.1064026 0.8715689 0.9108160 [51,] 0.9660680 1.1081066 0.8726519 0.9121862 [52,] 0.9676106 1.1096734 0.8736625 0.9134491 [53,] 0.9686822 1.1107492 0.8743649 0.9143179 [54,] 0.9714329 1.1134656 0.8761701 0.9165169 [55,] 0.9719130 1.1139331 0.8764855 0.9168960 [56,] 0.9727544 1.1147477 0.8770384 0.9175572 [57,] 0.9728747 1.1148637 0.8771176 0.9176514 [58,] 0.9764972 1.1183011 0.8795030 0.9204480 [59,] 0.9844178 1.1254564 0.8847461 0.9263232 [60,] 0.9849078 1.1258834 0.8850718 0.9266775 [61,] 0.9869927 1.1276806 0.8864591 0.9281749 [62,] 0.9872382 1.1278902 0.8866226 0.9283502 [63,] 0.9874838 1.1280993 0.8867862 0.9285254 [64,] 0.9877294 1.1283081 0.8869499 0.9287004 [65,] 0.9885895 1.1290358 0.8875233 0.9293117 [66,] 0.9933893 1.1330007 0.8907294 0.9326878 [67,] 0.9935125 1.1331003 0.8908119 0.9327739 [68,] 0.9937589 1.1332994 0.8909767 0.9329458 [69,] 1.0009095 1.1388961 0.8957689 0.9379054 [70,] 1.0044840 1.1415677 0.8981675 0.9403776 [71,] 1.0049767 1.1419296 0.8984983 0.9407188 [72,] 1.0060851 1.1427378 0.8992422 0.9414869 [73,] 1.0065776 1.1430943 0.8995727 0.9418285 [74,] 1.0069469 1.1433607 0.8998206 0.9420848 [75,] 1.0085464 1.1445043 0.9008940 0.9431965 [76,] 1.0092841 1.1450262 0.9013891 0.9437104 [77,] 1.0114954 1.1465701 0.9028729 0.9452555 [78,] 1.0133354 1.1478311 0.9041073 0.9465480 [79,] 1.0138257 1.1481635 0.9044361 0.9468936 [80,] 1.0149279 1.1489052 0.9051753 0.9476725 [81,] 1.0152951 1.1491506 0.9054215 0.9479326 [82,] 1.0187155 1.1513956 0.9077146 0.9503736 [83,] 1.0188375 1.1514743 0.9077963 0.9504613 [84,] 1.0196904 1.1520220 0.9083679 0.9510759 [85,] 1.0209075 1.1527955 0.9091833 0.9519571 [86,] 1.0210291 1.1528723 0.9092647 0.9520455 [87,] 1.0213937 1.1531020 0.9095090 0.9523107 [88,] 1.0255145 1.1556392 0.9122662 0.9553446 [89,] 1.0268429 1.1564341 0.9131533 0.9563381 [90,] 1.0270841 1.1565772 0.9133143 0.9565195 [91,] 1.0273253 1.1567200 0.9134752 0.9567010 [92,] 1.0274458 1.1567912 0.9135557 0.9567919 [93,] 1.0279279 1.1570751 0.9138772 0.9571559 [94,] 1.0318925 1.1593539 0.9165143 0.9601954 [95,] 1.0324912 1.1596894 0.9169114 0.9606620 [96,] 1.0332091 1.1600886 0.9173869 0.9612243 [97,] 1.0361923 1.1617124 0.9193567 0.9635948 [98,] 1.0371442 1.1622185 0.9199828 0.9643633 [99,] 1.0386882 1.1630270 0.9209958 0.9656229 [100,] 1.0396366 1.1635159 0.9216164 0.9664048 [101,] 1.0408202 1.1641180 0.9223892 0.9673897 [102,] 1.0411748 1.1642967 0.9226205 0.9676869 [103,] 1.0414112 1.1644153 0.9227744 0.9678854 [104,] 1.0424736 1.1649440 0.9234657 0.9687832 [105,] 1.0429452 1.1651763 0.9237720 0.9691844 [106,] 1.0438874 1.1656362 0.9243830 0.9699913 [107,] 1.0443579 1.1658637 0.9246876 0.9703968 [108,] 1.0454154 1.1663699 0.9253709 0.9713148 [109,] 1.0471739 1.1671955 0.9265029 0.9728615 [110,] 1.0483435 1.1677336 0.9272527 0.9739045 [111,] 1.0492775 1.1681569 0.9278496 0.9747460 [112,] 1.0498605 1.1684183 0.9282214 0.9752753 [113,] 1.0524187 1.1695395 0.9298444 0.9776353 [114,] 1.0550799 1.1706616 0.9315181 0.9801607 [115,] 1.0564626 1.1712269 0.9323815 0.9815034 [116,] 1.0573819 1.1715962 0.9329532 0.9824087 [117,] 1.0582994 1.1719594 0.9335217 0.9833221 [118,] 1.0592148 1.1723167 0.9340869 0.9842440 [119,] 1.0596718 1.1724931 0.9343683 0.9847082 [120,] 1.0597860 1.1725370 0.9344386 0.9848246 [121,] 1.0613809 1.1731414 0.9354161 0.9864684 [122,] 1.0622893 1.1734788 0.9359700 0.9874201 [123,] 1.0656761 1.1746923 0.9380152 0.9910719 [124,] 1.0681390 1.1755315 0.9394817 0.9938345 [125,] 1.0682505 1.1755687 0.9395477 0.9939618 [126,] 1.0686962 1.1757164 0.9398110 0.9944725 [127,] 1.0693636 1.1759354 0.9402040 0.9952431 [128,] 1.0708049 1.1763996 0.9410479 0.9969314 [129,] 1.0714679 1.1766090 0.9414338 0.9977193 [130,] 1.0715783 1.1766436 0.9414979 0.9978511 [131,] 1.0722396 1.1768496 0.9418811 0.9986453 [132,] 1.0723497 1.1768836 0.9419447 0.9987782 [133,] 1.0734482 1.1772194 0.9425775 1.0001156 [134,] 1.0738865 1.1773515 0.9428288 1.0006547 [135,] 1.0743242 1.1774822 0.9430790 1.0011963 [136,] 1.0753066 1.1777715 0.9436381 1.0024237 [137,] 1.0754155 1.1778033 0.9436999 1.0025608 [138,] 1.0759596 1.1779608 0.9440078 1.0032487 [139,] 1.0762857 1.1780543 0.9441917 1.0036632 [140,] 1.0770449 1.1782697 0.9446185 1.0046356 [141,] 1.0779103 1.1785111 0.9451022 1.0057557 [142,] 1.0781263 1.1785706 0.9452224 1.0060372 [143,] 1.0799557 1.1790638 0.9462330 1.0084535 [144,] 1.0819874 1.1795880 0.9473388 1.0112028 [145,] 1.0827326 1.1797740 0.9477399 1.0122285 [146,] 1.0843234 1.1801597 0.9485883 1.0144491 [147,] 1.0847462 1.1802596 0.9488120 1.0150463 [148,] 1.0851686 1.1803583 0.9490346 1.0156457 [149,] 1.0862218 1.1805997 0.9495866 1.0171533 [150,] 1.0868521 1.1807409 0.9499147 1.0180639 [151,] 1.0875859 1.1809022 0.9502946 1.0191320 [152,] 1.0887353 1.1811481 0.9508851 1.0208226 [153,] 1.0920547 1.1818121 0.9525604 1.0258211 [154,] 1.0934954 1.1820789 0.9532739 1.0280440 [155,] 1.0937006 1.1821158 0.9533749 1.0283633 [156,] 1.0952352 1.1823834 0.9541248 1.0307716 [157,] 1.0954392 1.1824179 0.9542238 1.0310945 [158,] 1.0960503 1.1825194 0.9545195 1.0320656 [159,] 1.0980777 1.1828389 0.9554904 1.0353288 [160,] 1.0982796 1.1828693 0.9555862 1.0356573 [161,] 1.0994881 1.1830452 0.9561569 1.0376362 [162,] 1.1006913 1.1832107 0.9567199 1.0396287 [163,] 1.1007913 1.1832240 0.9567665 1.0397954 [164,] 1.1009913 1.1832504 0.9568595 1.0401290 [165,] 1.1015902 1.1833280 0.9571374 1.0411320 [166,] 1.1030815 1.1835111 0.9578246 1.0436540 [167,] 1.1046631 1.1836895 0.9585469 1.0463667 [168,] 1.1051554 1.1837419 0.9587705 1.0472191 [169,] 1.1064311 1.1838704 0.9593475 1.0494455 [170,] 1.1070177 1.1839261 0.9596119 1.0504779 [171,] 1.1082843 1.1840395 0.9601807 1.0527250 [172,] 1.1084786 1.1840560 0.9602677 1.0530720 [173,] 1.1102207 1.1841949 0.9610464 1.0562085 [174,] 1.1116631 1.1842976 0.9616900 1.0588417 [175,] 1.1158448 1.1845380 0.9635638 1.0666670 [176,] 1.1163152 1.1845603 0.9637763 1.0675659 [177,] 1.1165969 1.1845732 0.9639038 1.0681062 [178,] 1.1181864 1.1846406 0.9646272 1.0711813 [179,] 1.1201328 1.1847111 0.9655232 1.0750122 [180,] 1.1204092 1.1847201 0.9656515 1.0755624 [181,] 1.1211444 1.1847430 0.9659942 1.0770334 [182,] 1.1223329 1.1847765 0.9665529 1.0794351 [183,] 1.1224239 1.1847789 0.9665959 1.0796204 [184,] 1.1231509 1.1847972 0.9669411 1.0811061 [185,] 1.1271814 1.1848751 0.9689050 1.0895629 [186,] 1.1274464 1.1848789 0.9690375 1.0901326 [187,] 1.1292008 1.1849014 0.9699276 1.0939491 [188,] 1.1303294 1.1849132 0.9705128 1.0964469 [189,] 1.1309332 1.1849188 0.9708303 1.0977973 [190,] 1.1323881 1.1849307 0.9716085 1.1010925 [191,] 1.1329824 1.1849350 0.9719321 1.1024556 [192,] 1.1340786 1.1849422 0.9725383 1.1049967 [193,] 1.1342464 1.1849433 0.9726321 1.1053888 [194,] 1.1347483 1.1849465 0.9729146 1.1065666 [195,] 1.1359939 1.1849543 0.9736275 1.1095222 [196,] 1.1377152 1.1849666 0.9746409 1.1136860 [197,] 1.1383640 1.1849720 0.9750317 1.1152800 [198,] 1.1384448 1.1849727 0.9750807 1.1154795 [199,] 1.1410773 1.1850039 0.9767212 1.1220999 [200,] 1.1427944 1.1850352 0.9778393 1.1265499 [201,] 1.1448593 1.1850899 0.9792388 1.1320473 [202,] 1.1476843 1.1852062 0.9812647 1.1398424 [203,] 1.1484842 1.1852502 0.9818647 1.1421093 [204,] 1.1486287 1.1852587 0.9819744 1.1425219 [205,] 1.1494905 1.1853138 0.9826377 1.1450000 [206,] 1.1518106 1.1855014 0.9845062 1.1518342 [207,] 1.1522934 1.1855486 0.9849117 1.1532870 [208,] 1.1537218 1.1857073 0.9861494 1.1576508 [209,] 1.1552523 1.1859125 0.9875444 1.1624383 [210,] 1.1553180 1.1859222 0.9876060 1.1626466 [211,] 1.1560366 1.1860333 0.9882896 1.1649389 [212,] 1.1561663 1.1860544 0.9884150 1.1653558 [213,] 1.1566184 1.1861305 0.9888567 1.1668153 [214,] 1.1566827 1.1861416 0.9889201 1.1670239 [215,] 1.1576392 1.1863180 0.9898828 1.1701533 [216,] 1.1578916 1.1863679 0.9901430 1.1709882 [217,] 1.1633980 1.1878806 0.9965776 1.1901895 [218,] 1.1636244 1.1879624 0.9968784 1.1910226 [219,] 1.1659401 1.1888999 1.0001533 1.1997490 [220,] 1.1667930 1.1892944 1.0014588 1.2030602 [221,] 1.1681456 1.1899784 1.0036519 1.2084193 [222,] 1.1681968 1.1900058 1.0037381 1.2086248 [223,] 1.1692088 1.1905692 1.0054904 1.2127241 [224,] 1.1697061 1.1908624 1.0063876 1.2147654 [225,] 1.1704899 1.1913472 1.0078530 1.2180185 [226,] 1.1719213 1.1923076 1.0107027 1.2240708 [227,] 1.1734851 1.1934752 1.0140963 1.2308444 [228,] 1.1735752 1.1935465 1.0143014 1.2312396 [229,] 1.1740673 1.1939435 1.0154403 1.2334069 [230,] 1.1763959 1.1960140 1.0212957 1.2438619 [231,] 1.1816005 1.2019880 1.0379678 1.2684333 [232,] 1.1861426 1.2093283 1.0592882 1.2914882 [233,] 1.1866925 1.2103968 1.0625328 1.2943705 [234,] 1.1872974 1.2116244 1.0663086 1.2975505 [235,] 1.1893512 1.2162235 1.0809078 1.3082620 [236,] 1.1904210 1.2188813 1.0896760 1.3136081 [237,] 1.1911031 1.2206573 1.0956741 1.3168455 [238,] 1.1913776 1.2213885 1.0981772 1.3181045 [239,] 1.1919550 1.2229535 1.1036036 1.3206616 [240,] 1.1925375 1.2245651 1.1092978 1.3231099 [241,] 1.1927597 1.2251866 1.1115253 1.3240068 [242,] 1.1978578 1.2398526 1.1679348 1.3388174 [243,] 1.1981343 1.2406456 1.1710316 1.3393311 [244,] 1.2027343 1.2534136 1.2173500 1.3457176 > > str(pSqF <- vapply(SmPen005FSqr, predict, FUN.VALUE=newd, newdata = newd)); pSqF num [1:244, 1:14] -0.108 -0.0976 -0.0963 -0.0932 -0.0911 ... - attr(*, "dimnames")=List of 2 ..$ : NULL ..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ... n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 [1,] -1.080102e-01 -0.14460008 0.2360291 0.1521777 0.3959816 0.14622881 0.2386970 0.08479348 0.161723891 [2,] -9.757780e-02 -0.16673131 0.2429029 0.1347495 0.3947052 0.12029110 0.2193321 0.07044396 0.137761888 [3,] -9.628716e-02 -0.16886701 0.2438107 0.1329672 0.3946968 0.11765110 0.2171605 0.06912573 0.134966640 [4,] -9.324503e-02 -0.17344789 0.2459947 0.1290430 0.3947810 0.11185365 0.2122151 0.06632999 0.128503123 [5,] -9.106515e-02 -0.17636117 0.2475935 0.1264551 0.3949233 0.10804496 0.2088147 0.06457191 0.123985387 [6,] -8.816007e-02 -0.17979686 0.2497624 0.1232752 0.3952081 0.10338595 0.2044614 0.06251308 0.118120228 [7,] -8.800890e-02 -0.17996225 0.2498764 0.1231177 0.3952257 0.10315598 0.2042403 0.06241422 0.117820081 [8,] -8.599862e-02 -0.18204102 0.2514011 0.1210957 0.3954850 0.10020981 0.2013501 0.06117203 0.113877657 [9,] -8.374162e-02 -0.18411626 0.2531320 0.1189789 0.3958293 0.09714194 0.1982135 0.05992903 0.109563458 [10,] -8.017613e-02 -0.18687059 0.2559023 0.1159443 0.3964795 0.09278141 0.1934876 0.05825889 0.102999881 [11,] -7.922691e-02 -0.18750221 0.2566463 0.1151971 0.3966732 0.09171573 0.1922760 0.05786855 0.101306005 [12,] -7.911795e-02 -0.18757210 0.2567319 0.1151129 0.3966960 0.09159587 0.1921382 0.05782509 0.101113036 [13,] -7.881782e-02 -0.18776186 0.2569678 0.1148826 0.3967592 0.09126833 0.1917599 0.05770677 0.100583045 [14,] -7.816041e-02 -0.18816356 0.2574853 0.1143867 0.3969006 0.09056416 0.1909379 0.05745465 0.099430231 [15,] -7.747187e-02 -0.18856407 0.2580284 0.1138797 0.3970529 0.08984593 0.1900869 0.05720065 0.098234735 [16,] -7.669616e-02 -0.18899099 0.2586418 0.1133233 0.3972293 0.08906006 0.1891403 0.05692635 0.096902531 [17,] -7.510214e-02 -0.18978975 0.2599065 0.1122287 0.3976080 0.08752095 0.1872350 0.05640005 0.094213019 [18,] -7.470757e-02 -0.18997157 0.2602205 0.1119676 0.3977049 0.08715540 0.1867716 0.05627715 0.093557110 [19,] -7.414179e-02 -0.19022153 0.2606712 0.1116001 0.3978462 0.08664174 0.1861128 0.05610579 0.092623333 [20,] -6.979011e-02 -0.19174014 0.2641579 0.1090299 0.3990158 0.08308975 0.1812671 0.05496132 0.085699182 [21,] -6.958493e-02 -0.19179487 0.2643231 0.1089196 0.3990744 0.08293911 0.1810482 0.05491423 0.085383710 [22,] -6.703908e-02 -0.19235540 0.2663775 0.1076290 0.3998264 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[32,] -5.795048e-02 -0.19273252 0.2737677 0.1041218 0.4028496 0.07663674 0.1699974 0.05295118 0.068996744 [33,] -5.791872e-02 -0.19272980 0.2737937 0.1041124 0.4028610 0.07662514 0.1699708 0.05294709 0.068955804 [34,] -5.785519e-02 -0.19272428 0.2738456 0.1040936 0.4028839 0.07660202 0.1699177 0.05293893 0.068873957 [35,] -5.567987e-02 -0.19247351 0.2756232 0.1034938 0.4036793 0.07587810 0.1681439 0.05266634 0.066116517 [36,] -5.522830e-02 -0.19240672 0.2759925 0.1033799 0.4038475 0.07574408 0.1677867 0.05261109 0.065554876 [37,] -5.357256e-02 -0.19211987 0.2773475 0.1029933 0.4044733 0.07529938 0.1665094 0.05241102 0.063526200 [38,] -5.344198e-02 -0.19209449 0.2774544 0.1029649 0.4045233 0.07526739 0.1664108 0.05239536 0.063368229 [39,] -5.321322e-02 -0.19204908 0.2776417 0.1029157 0.4046110 0.07521243 0.1662388 0.05236796 0.063092176 [40,] -5.249218e-02 -0.19189805 0.2782322 0.1027667 0.4048890 0.07504809 0.1657030 0.05228185 0.062227861 [41,] -5.226210e-02 -0.19184735 0.2784207 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0.3162612 0.1082513 0.4265735 0.08695966 0.1494030 0.04748763 0.021577243 [145,] -6.272360e-03 -0.16399571 0.3165034 0.1083626 0.4267287 0.08714703 0.1493994 0.04746094 0.021399743 [146,] -5.651357e-03 -0.16344444 0.3170234 0.1086044 0.4270624 0.08755297 0.1493951 0.04740372 0.021021719 [147,] -5.485486e-03 -0.16329662 0.3171624 0.1086696 0.4271517 0.08766224 0.1493947 0.04738845 0.020921451 [148,] -5.319501e-03 -0.16314846 0.3173014 0.1087351 0.4272411 0.08777193 0.1493947 0.04737319 0.020821410 [149,] -4.904041e-03 -0.16277654 0.3176493 0.1089001 0.4274651 0.08804803 0.1493960 0.04733501 0.020572305 [150,] -4.654422e-03 -0.16255236 0.3178584 0.1090000 0.4275998 0.08821496 0.1493979 0.04731209 0.020423528 [151,] -4.362877e-03 -0.16228984 0.3181025 0.1091173 0.4277574 0.08841091 0.1494009 0.04728536 0.020250605 [152,] -3.904029e-03 -0.16187519 0.3184869 0.1093036 0.4280057 0.08872146 0.1494078 0.04724334 0.019980291 [153,] -2.564288e-03 -0.16065418 0.3196090 0.1098582 0.4287331 0.08964288 0.1494421 0.04712118 0.019203855 [154,] -1.975850e-03 -0.16011310 0.3201019 0.1101067 0.4290538 0.09005438 0.1494637 0.04706782 0.018868844 [155,] -1.891673e-03 -0.16003546 0.3201724 0.1101425 0.4290997 0.09011357 0.1494671 0.04706021 0.018821219 [156,] -1.259433e-03 -0.15945044 0.3207019 0.1104132 0.4294450 0.09056084 0.1494954 0.04700316 0.018465903 [157,] -1.175012e-03 -0.15937208 0.3207726 0.1104497 0.4294912 0.09062091 0.1494996 0.04699556 0.018418778 [158,] -9.215792e-04 -0.15913647 0.3209849 0.1105593 0.4296299 0.09080174 0.1495124 0.04697280 0.018277757 [159,] -7.493799e-05 -0.15834558 0.3216940 0.1109296 0.4300941 0.09141111 0.1495606 0.04689713 0.017811548 [160,] 9.883950e-06 -0.15826602 0.3217651 0.1109670 0.4301407 0.09147260 0.1495659 0.04688959 0.017765256 [161,] 5.194186e-04 -0.15778689 0.3221918 0.1111931 0.4304208 0.09184367 0.1495992 0.04684442 0.017488761 [162,] 1.029988e-03 -0.15730469 0.3226194 0.1114217 0.4307020 0.09221835 0.1496355 0.04679943 0.017214437 [163,] 1.072582e-03 -0.15726437 0.3226551 0.1114409 0.4307255 0.09224973 0.1496387 0.04679569 0.017191675 [164,] 1.157792e-03 -0.15718366 0.3227264 0.1114793 0.4307725 0.09231258 0.1496451 0.04678821 0.017146196 [165,] 1.413594e-03 -0.15694104 0.3229407 0.1115949 0.4309136 0.09250171 0.1496647 0.04676582 0.017010126 [166,] 2.054232e-03 -0.15633113 0.3234772 0.1118867 0.4312675 0.09297842 0.1497170 0.04671009 0.016672354 [167,] 2.739365e-03 -0.15567529 0.3240509 0.1122024 0.4316469 0.09349302 0.1497778 0.04665109 0.016315870 [168,] 2.953848e-03 -0.15546924 0.3242305 0.1123020 0.4317658 0.09365511 0.1497978 0.04663276 0.016205280 [169,] 3.512346e-03 -0.15493101 0.3246981 0.1125629 0.4320759 0.09407939 0.1498524 0.04658536 0.015919563 [170,] 3.770525e-03 -0.15468139 0.3249142 0.1126844 0.4322194 0.09427658 0.1498788 0.04656362 0.015788582 [171,] 4.330806e-03 -0.15413794 0.3253833 0.1129497 0.4325313 0.09470681 0.1499384 0.04651684 0.015506725 [172,] 4.417111e-03 -0.15405401 0.3254556 0.1129908 0.4325794 0.09477336 0.1499478 0.04650968 0.015463599 [173,] 5.195161e-03 -0.15329489 0.3261069 0.1133637 0.4330136 0.09537658 0.1500367 0.04644577 0.015078305 [174,] 5.845326e-03 -0.15265707 0.3266510 0.1136788 0.4333772 0.09588511 0.1501158 0.04639328 0.014761162 [175,] 7.761882e-03 -0.15075882 0.3282548 0.1146255 0.4344533 0.09740708 0.1503740 0.04624383 0.013851768 [176,] 7.980561e-03 -0.15054054 0.3284377 0.1147351 0.4345765 0.09758286 0.1504058 0.04622731 0.013750419 [177,] 8.111856e-03 -0.15040932 0.3285476 0.1148012 0.4346505 0.09768861 0.1504252 0.04621745 0.013689806 [178,] 8.857095e-03 -0.14966216 0.3291710 0.1151782 0.4350710 0.09829169 0.1505381 0.04616228 0.013349133 [179,] 9.780588e-03 -0.14873085 0.3299433 0.1156507 0.4355934 0.09904574 0.1506856 0.04609588 0.012934908 [180,] 9.912777e-03 -0.14859706 0.3300538 0.1157188 0.4356683 0.09915427 0.1507074 0.04608656 0.012876332 [181,] 1.026560e-02 -0.14823935 0.3303488 0.1159012 0.4358683 0.09944468 0.1507664 0.04606192 0.012720869 [182,] 1.083994e-02 -0.14765521 0.3308290 0.1161999 0.4361943 0.09991964 0.1508649 0.04602255 0.012470534 [183,] 1.088417e-02 -0.14761013 0.3308660 0.1162230 0.4362195 0.09995633 0.1508727 0.04601955 0.012451396 [184,] 1.123828e-02 -0.14724874 0.3311620 0.1164083 0.4364208 0.10025067 0.1509352 0.04599579 0.012298897 [185,] 1.323886e-02 -0.14519110 0.3328337 0.1174710 0.4375618 0.10193256 0.1513105 0.04586853 0.011461430 [186,] 1.337276e-02 -0.14505242 0.3329455 0.1175430 0.4376384 0.10204626 0.1513370 0.04586046 0.011406837 [187,] 1.426710e-02 -0.14412315 0.3336925 0.1180271 0.4381506 0.10280922 0.1515179 0.04580801 0.011046881 [188,] 1.485000e-02 -0.14351467 0.3341792 0.1183453 0.4384852 0.10330976 0.1516397 0.04577525 0.010816663 [189,] 1.516438e-02 -0.14318558 0.3344416 0.1185178 0.4386658 0.10358077 0.1517067 0.04575806 0.010693935 [190,] 1.592937e-02 -0.14238214 0.3350802 0.1189400 0.4391060 0.10424328 0.1518735 0.04571765 0.010399506 [191,] 1.624498e-02 -0.14204957 0.3353435 0.1191152 0.4392878 0.10451786 0.1519438 0.04570158 0.010279773 [192,] 1.683208e-02 -0.14142925 0.3358334 0.1194428 0.4396265 0.10503051 0.1520770 0.04567263 0.010059752 [193,] 1.692251e-02 -0.14133351 0.3359088 0.1194934 0.4396787 0.10510969 0.1520978 0.04566829 0.010026174 [194,] 1.719399e-02 -0.14104579 0.3361353 0.1196457 0.4398355 0.10534774 0.1521607 0.04565542 0.009925876 [195,] 1.787383e-02 -0.14032323 0.3367023 0.1200290 0.4402287 0.10594614 0.1523210 0.04562439 0.009678003 [196,] 1.882841e-02 -0.13930386 0.3374982 0.1205717 0.4407818 0.10679170 0.1525530 0.04558378 0.009337936 [197,] 1.919291e-02 -0.13891314 0.3378020 0.1207803 0.4409934 0.10711620 0.1526437 0.04556920 0.009210545 [198,] 1.923851e-02 -0.13886421 0.3378400 0.1208065 0.4410199 0.10715685 0.1526551 0.04556741 0.009194706 [199,] 2.074732e-02 -0.13723791 0.3390972 0.1216783 0.4418977 0.10850978 0.1530436 0.04551296 0.008682652 [200,] 2.175767e-02 -0.13614130 0.3399385 0.1222691 0.4424872 0.10942387 0.1533148 0.04548169 0.008352947 [201,] 2.300255e-02 -0.13478193 0.3409746 0.1230045 0.4432155 0.11055880 0.1536610 0.04544908 0.007961358 [202,] 2.476377e-02 -0.13284351 0.3424394 0.1240589 0.4442495 0.11218017 0.1541733 0.04541446 0.007435291 [203,] 2.527560e-02 -0.13227690 0.3428648 0.1243683 0.4445507 0.11265470 0.1543271 0.04540699 0.007288616 [204,] 2.536876e-02 -0.13217362 0.3429422 0.1244248 0.4446055 0.11274122 0.1543553 0.04540576 0.007262223 [205,] 2.592833e-02 -0.13155220 0.3434072 0.1247648 0.4449353 0.11326197 0.1545264 0.04539921 0.007105655 [206,] 2.747268e-02 -0.12982823 0.3446897 0.1257111 0.4458475 0.11470800 0.1550121 0.04538868 0.006691165 [207,] 2.780131e-02 -0.12945970 0.3449625 0.1259140 0.4460420 0.11501735 0.1551180 0.04538789 0.006606322 [208,] 2.878941e-02 -0.12834815 0.3457824 0.1265271 0.4466276 0.11595080 0.1554417 0.04538865 0.006358384 [209,] 2.987540e-02 -0.12712051 0.3466829 0.1272061 0.4472726 0.11698240 0.1558067 0.04539499 0.006098350 [210,] 2.992270e-02 -0.12706689 0.3467221 0.1272358 0.4473007 0.11702747 0.1558228 0.04539540 0.006087321 [211,] 3.044357e-02 -0.12647576 0.3471539 0.1275635 0.4476106 0.11752442 0.1560014 0.04540064 0.005967539 [212,] 3.053837e-02 -0.12636802 0.3472324 0.1276233 0.4476671 0.11761501 0.1560342 0.04540174 0.005946065 [213,] 3.087041e-02 -0.12599030 0.3475076 0.1278330 0.4478648 0.11793263 0.1561495 0.04540595 0.005871647 [214,] 3.091788e-02 -0.12593626 0.3475469 0.1278630 0.4478931 0.11797807 0.1561660 0.04540659 0.005861110 [215,] 3.163074e-02 -0.12512322 0.3481374 0.1283150 0.4483181 0.11866190 0.1564168 0.04541769 0.005705909 [216,] 3.182112e-02 -0.12490564 0.3482950 0.1284362 0.4484317 0.11884492 0.1564844 0.04542109 0.005665430 [217,] 3.623314e-02 -0.11981281 0.3519435 0.1312857 0.4510763 0.12313103 0.1581324 0.04555327 0.004843276 [218,] 3.642642e-02 -0.11958754 0.3521031 0.1314124 0.4511927 0.12332065 0.1582081 0.04556146 0.004812394 [219,] 3.846311e-02 -0.11720295 0.3537837 0.1327557 0.4524212 0.12532761 0.1590229 0.04566028 0.004513508 [220,] 3.924251e-02 -0.11628530 0.3544262 0.1332739 0.4528925 0.12609976 0.1593431 0.04570427 0.004412032 [221,] 4.051317e-02 -0.11478328 0.3554729 0.1341234 0.4536622 0.12736332 0.1598750 0.04578341 0.004262015 [222,] 4.056214e-02 -0.11472524 0.3555132 0.1341563 0.4536919 0.12741214 0.1598957 0.04578665 0.004256617 [223,] 4.154322e-02 -0.11356033 0.3563208 0.1348163 0.4542874 0.12839176 0.1603150 0.04585442 0.004154471 [224,] 4.203490e-02 -0.11297490 0.3567253 0.1351483 0.4545862 0.12888395 0.1605278 0.04589050 0.004107581 [225,] 4.282317e-02 -0.11203411 0.3573735 0.1356824 0.4550658 0.12967469 0.1608727 0.04595133 0.004038402 [226,] 4.430643e-02 -0.11025651 0.3585922 0.1366928 0.4559698 0.13116804 0.1615340 0.04607581 0.003928228 [227,] 4.599577e-02 -0.10822047 0.3599786 0.1378521 0.4570021 0.13287710 0.1623064 0.04623376 0.003834465 [228,] 4.609542e-02 -0.10810000 0.3600603 0.1379208 0.4570630 0.13297818 0.1623526 0.04624362 0.003829987 [229,] 4.664403e-02 -0.10743599 0.3605102 0.1382993 0.4573989 0.13353516 0.1626081 0.04629900 0.003807434 [230,] 4.935066e-02 -0.10414191 0.3627267 0.1401802 0.4590600 0.13629531 0.1638990 0.04659962 0.003748450 [231,] 5.626676e-02 -0.09559406 0.3683692 0.1450803 0.4633342 0.14342874 0.1674169 0.04758079 0.003994040 [232,] 6.400843e-02 -0.08581950 0.3746468 0.1507090 0.4681652 0.15152393 0.1717015 0.04905852 0.004944283 [233,] 6.511345e-02 -0.08440774 0.3755394 0.1515236 0.4688585 0.15268701 0.1723410 0.04930328 0.005137802 [234,] 6.638056e-02 -0.08278404 0.3765618 0.1524609 0.4696545 0.15402268 0.1730825 0.04959454 0.005377296 [235,] 7.111888e-02 -0.07666753 0.3803748 0.1559950 0.4726413 0.15903402 0.1759303 0.05078535 0.006438318 [236,] 7.386220e-02 -0.07309526 0.3825748 0.1580608 0.4743775 0.16194554 0.1776310 0.05154913 0.007171884 [237,] 7.570250e-02 -0.07068664 0.3840474 0.1594543 0.4755449 0.16390205 0.1787922 0.05209247 0.007713035 [238,] 7.646292e-02 -0.06968858 0.3846551 0.1600318 0.4760279 0.16471119 0.1792767 0.05232430 0.007948148 [239,] 7.809765e-02 -0.06753756 0.3859601 0.1612766 0.4770674 0.16645184 0.1803272 0.05283714 0.008476360 [240,] 7.979437e-02 -0.06529728 0.3873124 0.1625733 0.4781480 0.16826005 0.1814303 0.05339020 0.009057493 [241,] 8.045321e-02 -0.06442529 0.3878369 0.1630781 0.4785681 0.16896256 0.1818622 0.05361063 0.009292181 [242,] 9.649674e-02 -0.04286285 0.4005027 0.1755568 0.4888703 0.18609216 0.1929853 0.05993663 0.016533516 [243,] 9.735636e-02 -0.04169113 0.4011754 0.1762343 0.4894260 0.18700925 0.1936142 0.06032646 0.017001208 [244,] 1.101744e-01 -0.02404790 0.4111342 0.1864206 0.4977492 0.20063989 0.2033861 0.06673385 0.024868138 n=150 n=220 n=340 n=510 n=760 [1,] 0.0965311122 0.14217065 0.0859153516 0.1015150479 0.081874054 [2,] 0.0666815150 0.12627832 0.0562012934 0.0712933728 0.053393103 [3,] 0.0634466443 0.12463002 0.0529382861 0.0680780196 0.050647332 [4,] 0.0561630251 0.12097117 0.0455505735 0.0608196415 0.044767072 [5,] 0.0512218320 0.11852368 0.0405032315 0.0558704325 0.041019987 [6,] 0.0449747132 0.11546665 0.0340760420 0.0495779993 0.036554703 [7,] 0.0446598103 0.11531363 0.0337507716 0.0492595390 0.036337469 [8,] 0.0405640288 0.11333303 0.0295107240 0.0451025668 0.033579283 [9,] 0.0361629568 0.11122601 0.0249379549 0.0405959339 0.030752823 [10,] 0.0296115328 0.10813490 0.0181021672 0.0337735375 0.026800959 [11,] 0.0279459819 0.10735864 0.0163577011 0.0320102201 0.025844086 [12,] 0.0277568255 0.10727075 0.0161594091 0.0318091255 0.025736655 [13,] 0.0272379003 0.10702993 0.0156152469 0.0312565569 0.025443243 [14,] 0.0261120624 0.10650897 0.0144338041 0.0300531375 0.024813295 [15,] 0.0249485375 0.10597283 0.0132116495 0.0288026117 0.024171861 [16,] 0.0236564748 0.10538028 0.0118531920 0.0274055516 0.023471105 [17,] 0.0210619876 0.10420003 0.0091218844 0.0245726416 0.022101230 [18,] 0.0204320111 0.10391549 0.0084581325 0.0238790318 0.021776267 [19,] 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-0.0378980472 0.08295922 -0.0100961151 -0.0348045261 0.017480985 [215,] -0.0377878778 0.08313044 -0.0094409674 -0.0344063171 0.017721306 [216,] -0.0377577194 0.08317673 -0.0092651374 -0.0342989933 0.017786040 [217,] -0.0369738127 0.08431287 -0.0050925232 -0.0316994822 0.019352558 [218,] -0.0369358191 0.08436531 -0.0049055994 -0.0315808143 0.019424089 [219,] -0.0365173073 0.08493098 -0.0029159401 -0.0303070376 0.020192532 [220,] -0.0363484906 0.08515364 -0.0021452362 -0.0298086147 0.020493639 [221,] -0.0360631546 0.08552381 -0.0008781673 -0.0289834439 0.020992846 [222,] -0.0360519084 0.08553826 -0.0008290747 -0.0289513336 0.021012292 [223,] -0.0358227633 0.08583029 0.0001583023 -0.0283033820 0.021405089 [224,] -0.0357051795 0.08597857 0.0006559080 -0.0279753257 0.021604255 [225,] -0.0355128767 0.08621896 0.0014574489 -0.0274448110 0.021926773 [226,] -0.0351385083 0.08668006 0.0029779174 -0.0264315333 0.022544317 [227,] -0.0346925258 0.08721908 0.0047282915 -0.0252540965 0.023264562 [228,] -0.0346655753 0.08725133 0.0048321391 -0.0251838792 0.023307608 [229,] -0.0345159275 0.08742979 0.0054050363 -0.0247957877 0.023545719 [230,] -0.0337465210 0.08833251 0.0082593085 -0.0228441125 0.024747657 [231,] -0.0315539895 0.09080294 0.0157393832 -0.0175892352 0.028009611 [232,] -0.0287297855 0.09383589 0.0243646063 -0.0112821399 0.031944575 [233,] -0.0282959661 0.09429097 0.0256129682 -0.0103469852 0.032526889 [234,] -0.0277893752 0.09481945 0.0270490055 -0.0092641765 0.033200286 [235,] -0.0258105418 0.09685744 0.0324595687 -0.0051158972 0.035769919 [236,] -0.0246056949 0.09808100 0.0356186263 -0.0026438859 0.037294101 [237,] -0.0237738259 0.09891947 0.0377474456 -0.0009576568 0.038331691 [238,] -0.0234246386 0.09927005 0.0386292344 -0.0002544528 0.038764066 [239,] -0.0226633211 0.10003187 0.0405289315 0.0012698599 0.039701090 [240,] -0.0218579313 0.10083443 0.0425063590 0.0028699981 0.040685001 [241,] -0.0215410705 0.10114933 0.0432757109 0.0034962379 0.041070265 [242,] -0.0131391604 0.10935899 0.0622088208 0.0195466602 0.051032254 [243,] -0.0126527904 0.10982668 0.0632301959 0.0204467409 0.051598563 [244,] -0.0049828768 0.11709192 0.0784659860 0.0342090909 0.060442858 > str(pSqT <- vapply(SmPen005TSqr, predict, FUN.VALUE=newd, newdata = newd)); pSqT num [1:244, 1:14] -0.108 -0.0976 -0.0963 -0.0932 -0.0911 ... - attr(*, "dimnames")=List of 2 ..$ : NULL ..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ... n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 [1,] -1.080102e-01 -0.14460008 0.2360291 0.1521777 0.3959816 0.14622881 0.2386970 0.08479348 0.161723891 [2,] -9.757780e-02 -0.16673131 0.2429029 0.1347495 0.3947052 0.12029110 0.2193321 0.07044396 0.137761888 [3,] -9.628716e-02 -0.16886701 0.2438107 0.1329672 0.3946968 0.11765110 0.2171605 0.06912573 0.134966640 [4,] -9.324503e-02 -0.17344789 0.2459947 0.1290430 0.3947810 0.11185365 0.2122151 0.06632999 0.128503123 [5,] -9.106515e-02 -0.17636117 0.2475935 0.1264551 0.3949233 0.10804496 0.2088147 0.06457191 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0.4536622 0.12736332 0.1598750 0.04578341 0.004262015 [222,] 4.056214e-02 -0.11472524 0.3555132 0.1341563 0.4536919 0.12741214 0.1598957 0.04578665 0.004256617 [223,] 4.154322e-02 -0.11356033 0.3563208 0.1348163 0.4542874 0.12839176 0.1603150 0.04585442 0.004154471 [224,] 4.203490e-02 -0.11297490 0.3567253 0.1351483 0.4545862 0.12888395 0.1605278 0.04589050 0.004107581 [225,] 4.282317e-02 -0.11203411 0.3573735 0.1356824 0.4550658 0.12967469 0.1608727 0.04595133 0.004038402 [226,] 4.430643e-02 -0.11025651 0.3585922 0.1366928 0.4559698 0.13116804 0.1615340 0.04607581 0.003928228 [227,] 4.599577e-02 -0.10822047 0.3599786 0.1378521 0.4570021 0.13287710 0.1623064 0.04623376 0.003834465 [228,] 4.609542e-02 -0.10810000 0.3600603 0.1379208 0.4570630 0.13297818 0.1623526 0.04624362 0.003829987 [229,] 4.664403e-02 -0.10743599 0.3605102 0.1382993 0.4573989 0.13353516 0.1626081 0.04629900 0.003807434 [230,] 4.935066e-02 -0.10414191 0.3627267 0.1401802 0.4590600 0.13629531 0.1638990 0.04659962 0.003748450 [231,] 5.626676e-02 -0.09559406 0.3683692 0.1450803 0.4633342 0.14342874 0.1674169 0.04758079 0.003994040 [232,] 6.400843e-02 -0.08581950 0.3746468 0.1507090 0.4681652 0.15152393 0.1717015 0.04905852 0.004944283 [233,] 6.511345e-02 -0.08440774 0.3755394 0.1515236 0.4688585 0.15268701 0.1723410 0.04930328 0.005137802 [234,] 6.638056e-02 -0.08278404 0.3765618 0.1524609 0.4696545 0.15402268 0.1730825 0.04959454 0.005377296 [235,] 7.111888e-02 -0.07666753 0.3803748 0.1559950 0.4726413 0.15903402 0.1759303 0.05078535 0.006438318 [236,] 7.386220e-02 -0.07309526 0.3825748 0.1580608 0.4743775 0.16194554 0.1776310 0.05154913 0.007171884 [237,] 7.570250e-02 -0.07068664 0.3840474 0.1594543 0.4755449 0.16390205 0.1787922 0.05209247 0.007713035 [238,] 7.646292e-02 -0.06968858 0.3846551 0.1600318 0.4760279 0.16471119 0.1792767 0.05232430 0.007948148 [239,] 7.809765e-02 -0.06753756 0.3859601 0.1612766 0.4770674 0.16645184 0.1803272 0.05283714 0.008476360 [240,] 7.979437e-02 -0.06529728 0.3873124 0.1625733 0.4781480 0.16826005 0.1814303 0.05339020 0.009057493 [241,] 8.045321e-02 -0.06442529 0.3878369 0.1630781 0.4785681 0.16896256 0.1818622 0.05361063 0.009292181 [242,] 9.649674e-02 -0.04286285 0.4005027 0.1755568 0.4888703 0.18609216 0.1929853 0.05993663 0.016533516 [243,] 9.735636e-02 -0.04169113 0.4011754 0.1762343 0.4894260 0.18700925 0.1936142 0.06032646 0.017001208 [244,] 1.101744e-01 -0.02404790 0.4111342 0.1864206 0.4977492 0.20063989 0.2033861 0.06673385 0.024868138 n=150 n=220 n=340 n=510 n=760 [1,] 0.0965311122 0.14217065 0.0859153516 0.1015150479 0.081874054 [2,] 0.0666815150 0.12627832 0.0562012934 0.0712933728 0.053393103 [3,] 0.0634466443 0.12463002 0.0529382861 0.0680780196 0.050647332 [4,] 0.0561630251 0.12097117 0.0455505735 0.0608196415 0.044767072 [5,] 0.0512218320 0.11852368 0.0405032315 0.0558704325 0.041019987 [6,] 0.0449747132 0.11546665 0.0340760420 0.0495779993 0.036554703 [7,] 0.0446598103 0.11531363 0.0337507716 0.0492595390 0.036337469 [8,] 0.0405640288 0.11333303 0.0295107240 0.0451025668 0.033579283 [9,] 0.0361629568 0.11122601 0.0249379549 0.0405959339 0.030752823 [10,] 0.0296115328 0.10813490 0.0181021672 0.0337735375 0.026800959 [11,] 0.0279459819 0.10735864 0.0163577011 0.0320102201 0.025844086 [12,] 0.0277568255 0.10727075 0.0161594091 0.0318091255 0.025736655 [13,] 0.0272379003 0.10702993 0.0156152469 0.0312565569 0.025443243 [14,] 0.0261120624 0.10650897 0.0144338041 0.0300531375 0.024813295 [15,] 0.0249485375 0.10597283 0.0132116495 0.0288026117 0.024171861 [16,] 0.0236564748 0.10538028 0.0118531920 0.0274055516 0.023471105 [17,] 0.0210619876 0.10420003 0.0091218844 0.0245726416 0.022101230 [18,] 0.0204320111 0.10391549 0.0084581325 0.0238790318 0.021776267 [19,] 0.0195369723 0.10351267 0.0075148331 0.0228896045 0.021319870 [20,] 0.0129639466 0.10061081 0.0005851314 0.0154719076 0.018171701 [21,] 0.0126670338 0.10048227 0.0002724740 0.0151302927 0.018038573 [22,] 0.0090745763 0.09894556 -0.0035013649 0.0109504842 0.016496086 [23,] 0.0063861099 0.09781721 -0.0063090378 0.0077654552 0.015428487 [24,] 0.0057432044 0.09754991 -0.0069774560 0.0069965436 0.015184763 [25,] 0.0036773423 0.09669693 -0.0091156774 0.0045075204 0.014432816 [26,] 0.0021905385 0.09608824 -0.0106446072 0.0026992366 0.013921869 [27,] 0.0007236773 0.09549131 -0.0121445734 0.0009004891 0.013443224 [28,] -0.0008735925 0.09484471 -0.0137681003 -0.0010761157 0.012951325 [29,] -0.0013627653 0.09464730 -0.0142631781 -0.0016854068 0.012806919 [30,] -0.0018494371 0.09445115 -0.0147546779 -0.0022934613 0.012666212 [31,] -0.0019613889 0.09440606 -0.0148675891 -0.0024336023 0.012634266 [32,] -0.0024820505 0.09419652 -0.0153919512 -0.0030866838 0.012487780 [33,] -0.0025191280 0.09418160 -0.0154292436 -0.0031332739 0.012477480 [34,] -0.0025932379 0.09415180 -0.0155037633 -0.0032264303 0.012456946 [35,] -0.0050766779 0.09315531 -0.0179846081 -0.0063731742 0.011810333 [36,] -0.0055790880 0.09295410 -0.0184823300 -0.0070156155 0.011689470 [37,] -0.0073830313 0.09223199 -0.0202563176 -0.0093379991 0.011283164 [38,] -0.0075227531 0.09217606 -0.0203927801 -0.0095188623 0.011253491 [39,] -0.0077666424 0.09207843 -0.0206306274 -0.0098348926 0.011202311 [40,] -0.0085279531 0.09177356 -0.0213700263 -0.0108240173 0.011047566 [41,] -0.0087685243 0.09167717 -0.0216026538 -0.0111373831 0.011000244 [42,] -0.0096210897 0.09133532 -0.0224227738 -0.0122509268 0.010838654 [43,] -0.0100939756 0.09114545 -0.0228745658 -0.0128705148 0.010753145 [44,] -0.0103291841 0.09105093 -0.0230984015 -0.0131791894 0.010711705 [45,] -0.0107971180 0.09086270 -0.0235418796 -0.0137942341 0.010631413 [46,] -0.0113608450 0.09063552 -0.0240727306 -0.0145368144 0.010538457 [47,] -0.0115257066 0.09056898 -0.0242272369 -0.0147543059 0.010512041 [48,] -0.0134382831 0.08979287 -0.0259928340 -0.0172873528 0.010230174 [49,] -0.0134701730 0.08977985 -0.0260218240 -0.0173297308 0.010225851 [50,] -0.0165390418 0.08851031 -0.0287297533 -0.0214234896 0.009865907 [51,] -0.0169588494 0.08833344 -0.0290858965 -0.0219850027 0.009825151 [52,] -0.0173455079 0.08816968 -0.0294104599 -0.0225022629 0.009789416 [53,] -0.0176114075 0.08805657 -0.0296316664 -0.0228579822 0.009765846 [54,] -0.0182842716 0.08776849 -0.0301838709 -0.0237579678 0.009709859 [55,] -0.0184003119 0.08771853 -0.0302779700 -0.0239131304 0.009700734 [56,] -0.0186026811 0.08763120 -0.0304412538 -0.0241836809 0.009685193 [57,] -0.0186315181 0.08761874 -0.0304644354 -0.0242222281 0.009683017 [58,] -0.0194881045 0.08724605 -0.0311429381 -0.0253664598 0.009622730 [59,] -0.0212867858 0.08644850 -0.0324984589 -0.0277609113 0.009523029 [60,] -0.0213948837 0.08639995 -0.0325766570 -0.0279042998 0.009518167 [61,] -0.0218509148 0.08619439 -0.0329021554 -0.0285083783 0.009499034 [62,] -0.0219042041 0.08617029 -0.0329397186 -0.0285788742 0.009496943 [63,] -0.0219574173 0.08614622 -0.0329771276 -0.0286492485 0.009494885 [64,] -0.0220105541 0.08612216 -0.0330143822 -0.0287195010 0.009492860 [65,] -0.0221959312 0.08603811 -0.0331435560 -0.0289644206 0.009486028 [66,] -0.0232115134 0.08557455 -0.0338283498 -0.0303009104 0.009455005 [67,] -0.0232371676 0.08556278 -0.0338451258 -0.0303345398 0.009454361 [68,] -0.0232884178 0.08553925 -0.0338785598 -0.0304017007 0.009453096 [69,] -0.0247406502 0.08486798 -0.0347795127 -0.0322912324 0.009428623 [70,] -0.0254418457 0.08454120 -0.0351801196 -0.0331926024 0.009424556 [71,] -0.0255372449 0.08449663 -0.0352327628 -0.0333145989 0.009424379 [72,] -0.0257507197 0.08439683 -0.0353488927 -0.0335870067 0.009424305 [73,] -0.0258450749 0.08435268 -0.0353994757 -0.0337071481 0.009424413 [74,] -0.0259156299 0.08431966 -0.0354369968 -0.0337968782 0.009424550 [75,] -0.0262192699 0.08417743 -0.0355954650 -0.0341819750 0.009425680 [76,] -0.0263582584 0.08411227 -0.0356663436 -0.0343576593 0.009426488 [77,] -0.0267708370 0.08391871 -0.0358704083 -0.0348768925 0.009429945 [78,] -0.0271096034 0.08375962 -0.0360306353 -0.0353005782 0.009433942 [79,] -0.0271991628 0.08371755 -0.0360718529 -0.0354121707 0.009435169 [80,] -0.0273994693 0.08362342 -0.0361622675 -0.0356611053 0.009438170 [81,] -0.0274658676 0.08359221 -0.0361916902 -0.0357434209 0.009439242 [82,] -0.0280766126 0.08330509 -0.0364490060 -0.0364956363 0.009450846 [83,] -0.0280981241 0.08329497 -0.0364576163 -0.0365219622 0.009451310 [84,] -0.0282481212 0.08322445 -0.0365167657 -0.0367051987 0.009454655 [85,] -0.0284606290 0.08312455 -0.0365978508 -0.0369637889 0.009459699 [86,] -0.0284817647 0.08311461 -0.0366057381 -0.0369894422 0.009460220 [87,] -0.0285450464 0.08308487 -0.0366291581 -0.0370661770 0.009461801 [88,] -0.0292490112 0.08275423 -0.0368691591 -0.0379122009 0.009481501 [89,] -0.0294715329 0.08264985 -0.0369367583 -0.0381765771 0.009488538 [90,] -0.0295117152 0.08263102 -0.0369485191 -0.0382241532 0.009489850 [91,] -0.0295518124 0.08261222 -0.0369601165 -0.0382715776 0.009491172 [92,] -0.0295718291 0.08260284 -0.0369658540 -0.0382952329 0.009491837 [93,] -0.0296516827 0.08256542 -0.0369883951 -0.0383894746 0.009494520 [94,] -0.0302974378 0.08226347 -0.0371493230 -0.0391437256 0.009518105 [95,] -0.0303932531 0.08221878 -0.0371697955 -0.0392543762 0.009521898 [96,] -0.0305075297 0.08216553 -0.0371929988 -0.0393858902 0.009526523 [97,] -0.0309754621 0.08194816 -0.0372736144 -0.0399189276 0.009546649 [98,] -0.0311224080 0.08188015 -0.0372939202 -0.0400843877 0.009553373 [99,] -0.0313583171 0.08177126 -0.0373212157 -0.0403479458 0.009564583 [100,] -0.0315017243 0.08170527 -0.0373344955 -0.0405068538 0.009571655 [101,] -0.0316790938 0.08162388 -0.0373473161 -0.0407019602 0.009580685 [102,] -0.0317318958 0.08159970 -0.0373503420 -0.0407597261 0.009583436 [103,] -0.0317669925 0.08158365 -0.0373521487 -0.0407980400 0.009585281 [104,] -0.0319238919 0.08151201 -0.0373581912 -0.0409685040 0.009593695 [105,] -0.0319930816 0.08148050 -0.0373597788 -0.0410432410 0.009597495 [106,] -0.0321304594 0.08141807 -0.0373609236 -0.0411908203 0.009605209 [107,] -0.0321986481 0.08138716 -0.0373604793 -0.0412636615 0.009609124 [108,] -0.0323508553 0.08131837 -0.0373569990 -0.0414252388 0.009618079 [109,] -0.0326007954 0.08120603 -0.0373435599 -0.0416873953 0.009633470 [110,] -0.0327648325 0.08113276 -0.0373292991 -0.0418571965 0.009644065 [111,] -0.0328945740 0.08107510 -0.0373148424 -0.0419901680 0.009652741 [112,] -0.0329749918 0.08103949 -0.0373044329 -0.0420719778 0.009658256 [113,] -0.0333227152 0.08088681 -0.0372460984 -0.0424200545 0.009683415 [114,] -0.0336755792 0.08073425 -0.0371633031 -0.0427631673 0.009711382 [115,] -0.0338553415 0.08065758 -0.0371112595 -0.0429337136 0.009726695 [116,] -0.0339735255 0.08060759 -0.0370731948 -0.0430441753 0.009737188 [117,] -0.0340903815 0.08055852 -0.0370324354 -0.0431520436 0.009747916 [118,] -0.0342059078 0.08051035 -0.0369889818 -0.0432573141 0.009758885 [119,] -0.0342631717 0.08048661 -0.0369662456 -0.0433089740 0.009764460 [120,] -0.0342774357 0.08048071 -0.0369604564 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0.07950938 -0.0345235746 -0.0451689640 0.010231059 [149,] -0.0371065846 0.07948518 -0.0343698727 -0.0451977382 0.010259642 [150,] -0.0371616215 0.07947136 -0.0342757669 -0.0452129145 0.010277238 [151,] -0.0372248889 0.07945590 -0.0341641928 -0.0452286399 0.010298203 [152,] -0.0373222588 0.07943305 -0.0339849857 -0.0452490427 0.010332129 [153,] -0.0375912684 0.07937657 -0.0334367958 -0.0452784862 0.010438059 [154,] -0.0377022916 0.07935660 -0.0331844335 -0.0452774146 0.010487971 [155,] -0.0377178208 0.07935398 -0.0331477609 -0.0452765719 0.010495286 [156,] -0.0378316487 0.07933628 -0.0328677792 -0.0452647774 0.010551655 [157,] -0.0378464737 0.07933418 -0.0328297911 -0.0452624768 0.010559376 [158,] -0.0378904518 0.07932823 -0.0327149013 -0.0452545501 0.010582831 [159,] -0.0380316610 0.07931238 -0.0323219403 -0.0452170671 0.010664273 [160,] -0.0380453263 0.07931114 -0.0322818011 -0.0452123864 0.010672699 [161,] -0.0381255789 0.07930497 -0.0320377597 -0.0451807572 0.010724355 [162,] -0.0382028495 0.07930105 -0.0317882376 -0.0451430738 0.010777931 [163,] -0.0382091541 0.07930082 -0.0317671974 -0.0451396614 0.010782484 [164,] -0.0382217012 0.07930042 -0.0317250034 -0.0451327115 0.010791630 [165,] -0.0382588456 0.07929960 -0.0315975129 -0.0451108618 0.010819396 [166,] -0.0383484456 0.07930005 -0.0312728451 -0.0450497084 0.010890986 [167,] -0.0384388886 0.07930452 -0.0309172314 -0.0449742743 0.010970820 [168,] -0.0384660670 0.07930676 -0.0308041443 -0.0449485554 0.010996513 [169,] -0.0385343146 0.07931452 -0.0305057781 -0.0448769337 0.011065001 [170,] -0.0385646371 0.07931903 -0.0303659646 -0.0448415723 0.011097444 [171,] -0.0386277892 0.07933086 -0.0300584954 -0.0447599904 0.011169575 [172,] -0.0386371957 0.07933293 -0.0300106428 -0.0447468385 0.011180899 [173,] -0.0387181477 0.07935458 -0.0295733975 -0.0446213069 0.011285587 [174,] -0.0387805152 0.07937681 -0.0292000214 -0.0445069039 0.011376721 [175,] -0.0389368043 0.07946438 -0.0280579368 -0.0441205859 0.011665266 [176,] -0.0389520528 0.07947647 -0.0279237639 -0.0440719542 0.011700108 [177,] -0.0389609562 0.07948394 -0.0278428325 -0.0440423170 0.011721217 [178,] -0.0390079302 0.07952925 -0.0273781795 -0.0438679186 0.011843740 [179,] -0.0390578006 0.07959230 -0.0267900623 -0.0436374800 0.012001948 [180,] -0.0390641898 0.07960195 -0.0267047736 -0.0436032192 0.012025171 [181,] -0.0390803298 0.07962846 -0.0264757866 -0.0435102305 0.012087864 [182,] -0.0391037740 0.07967398 -0.0260988844 -0.0433541063 0.012192118 [183,] -0.0391054348 0.07967760 -0.0260696464 -0.0433418407 0.012200260 [184,] -0.0391179874 0.07970725 -0.0258344819 -0.0432424077 0.012266027 [185,] -0.0391643391 0.07989531 -0.0244701575 -0.0426403500 0.012657041 [186,] -0.0391659668 0.07990914 -0.0243767091 -0.0425976690 0.012684392 [187,] -0.0391721541 0.08000542 -0.0237458072 -0.0423051438 0.012870878 [188,] -0.0391718304 0.08007184 -0.0233283682 -0.0421076256 0.012995982 [189,] -0.0391702395 0.08010886 -0.0231012033 -0.0419988877 0.013064623 [190,] -0.0391622513 0.08020244 -0.0225425774 -0.0417279339 0.013235066 [191,] -0.0391572650 0.08024248 -0.0223097063 -0.0416135520 0.013306796 [192,] -0.0391453809 0.08031917 -0.0218728391 -0.0413968056 0.013442415 [193,] -0.0391432500 0.08033124 -0.0218051230 -0.0413629633 0.013463558 [194,] -0.0391363734 0.08036788 -0.0216011675 -0.0412606448 0.013527432 [195,] -0.0391160085 0.08046229 -0.0210859940 -0.0409996772 0.013690056 [196,] -0.0390798894 0.08060123 -0.0203521414 -0.0406220112 0.013924807 [197,] -0.0390637976 0.08065622 -0.0200687331 -0.0404743927 0.014016411 [198,] -0.0390616957 0.08066317 -0.0200331585 -0.0404557959 0.014027945 [199,] -0.0389810758 0.08090259 -0.0188407914 -0.0398242041 0.014418989 [200,] -0.0389152057 0.08107286 -0.0180261831 -0.0393839377 0.014690651 [201,] -0.0388211377 0.08129342 -0.0170051330 -0.0388228181 0.015035745 [202,] -0.0386640972 0.08162533 -0.0155287840 -0.0379947902 0.015543084 [203,] -0.0386132410 0.08172607 -0.0150929277 -0.0377468379 0.015694639 [204,] -0.0386037319 0.08174462 -0.0150132743 -0.0377013604 0.015722418 [205,] -0.0385449730 0.08185730 -0.0145327341 -0.0374259521 0.015890535 [206,] -0.0383682404 0.08217991 -0.0131882408 -0.0366461513 0.016365461 [207,] -0.0383278898 0.08225073 -0.0128987381 -0.0364765093 0.016468564 [208,] -0.0382008174 0.08246819 -0.0120212614 -0.0359587176 0.016782798 [209,] -0.0380512661 0.08271491 -0.0110448896 -0.0353763878 0.017135405 [210,] -0.0380445175 0.08272584 -0.0110020775 -0.0353507087 0.017150937 [211,] -0.0379689258 0.08284716 -0.0105291677 -0.0350662605 0.017322891 [212,] -0.0379549146 0.08286944 -0.0104427956 -0.0350141531 0.017354375 [213,] -0.0379052276 0.08294794 -0.0101395544 -0.0348308342 0.017465099 [214,] -0.0378980472 0.08295922 -0.0100961151 -0.0348045261 0.017480985 [215,] -0.0377878778 0.08313044 -0.0094409674 -0.0344063171 0.017721306 [216,] -0.0377577194 0.08317673 -0.0092651374 -0.0342989933 0.017786040 [217,] -0.0369738127 0.08431287 -0.0050925232 -0.0316994822 0.019352558 [218,] -0.0369358191 0.08436531 -0.0049055994 -0.0315808143 0.019424089 [219,] -0.0365173073 0.08493098 -0.0029159401 -0.0303070376 0.020192532 [220,] -0.0363484906 0.08515364 -0.0021452362 -0.0298086147 0.020493639 [221,] -0.0360631546 0.08552381 -0.0008781673 -0.0289834439 0.020992846 [222,] -0.0360519084 0.08553826 -0.0008290747 -0.0289513336 0.021012292 [223,] -0.0358227633 0.08583029 0.0001583023 -0.0283033820 0.021405089 [224,] -0.0357051795 0.08597857 0.0006559080 -0.0279753257 0.021604255 [225,] -0.0355128767 0.08621896 0.0014574489 -0.0274448110 0.021926773 [226,] -0.0351385083 0.08668006 0.0029779174 -0.0264315333 0.022544317 [227,] -0.0346925258 0.08721908 0.0047282915 -0.0252540965 0.023264562 [228,] -0.0346655753 0.08725133 0.0048321391 -0.0251838792 0.023307608 [229,] -0.0345159275 0.08742979 0.0054050363 -0.0247957877 0.023545719 [230,] -0.0337465210 0.08833251 0.0082593085 -0.0228441125 0.024747657 [231,] -0.0315539895 0.09080294 0.0157393832 -0.0175892352 0.028009611 [232,] -0.0287297855 0.09383589 0.0243646063 -0.0112821399 0.031944575 [233,] -0.0282959661 0.09429097 0.0256129682 -0.0103469852 0.032526889 [234,] -0.0277893752 0.09481945 0.0270490055 -0.0092641765 0.033200286 [235,] -0.0258105418 0.09685744 0.0324595687 -0.0051158972 0.035769919 [236,] -0.0246056949 0.09808100 0.0356186263 -0.0026438859 0.037294101 [237,] -0.0237738259 0.09891947 0.0377474456 -0.0009576568 0.038331691 [238,] -0.0234246386 0.09927005 0.0386292344 -0.0002544528 0.038764066 [239,] -0.0226633211 0.10003187 0.0405289315 0.0012698599 0.039701090 [240,] -0.0218579313 0.10083443 0.0425063590 0.0028699981 0.040685001 [241,] -0.0215410705 0.10114933 0.0432757109 0.0034962379 0.041070265 [242,] -0.0131391604 0.10935899 0.0622088208 0.0195466602 0.051032254 [243,] -0.0126527904 0.10982668 0.0632301959 0.0204467409 0.051598563 [244,] -0.0049828768 0.11709192 0.0784659860 0.0342090909 0.060442858 > str(pExF <- vapply(SmPen005FExp, predict, FUN.VALUE=newd, newdata = newd)); pExF num [1:244, 1:14] 1.27 1.35 1.36 1.38 1.4 ... - attr(*, "dimnames")=List of 2 ..$ : NULL ..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ... n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150 [1,] 1.267304 1.507881 0.4738904 0.3240400 0.6098033 0.8018265 0.7180358 0.9619139 0.6096456 0.7231293 [2,] 1.349557 1.595729 0.5680628 0.3738163 0.6620365 0.8869419 0.7719113 1.0112872 0.6462733 0.7734580 [3,] 1.359395 1.605867 0.5789087 0.3797409 0.6682642 0.8969804 0.7783036 1.0173563 0.6503853 0.7793385 [4,] 1.382330 1.629215 0.6038604 0.3935330 0.6827586 0.9201998 0.7931524 1.0315520 0.6598142 0.7929149 [5,] 1.398558 1.645501 0.6212380 0.4032765 0.6929979 0.9364545 0.8036104 1.0416074 0.6663831 0.8023918 [6,] 1.419936 1.666668 0.6437857 0.4160942 0.7064741 0.9576180 0.8173208 1.0548261 0.6749525 0.8146813 [7,] 1.421041 1.667753 0.6449406 0.4167562 0.7071703 0.9587036 0.8180273 1.0555077 0.6753937 0.8153099 [8,] 1.435668 1.682042 0.6601326 0.4255149 0.7163872 0.9729947 0.8273597 1.0645081 0.6812248 0.8235651 [9,] 1.451947 1.697775 0.6768316 0.4352534 0.7266456 0.9887167 0.8377052 1.0744513 0.6877079 0.8325996 [10,] 1.477373 1.722000 0.7024813 0.4504459 0.7426782 1.0128648 0.8537930 1.0897352 0.6978760 0.8463583 [11,] 1.484085 1.728327 0.7091657 0.4544531 0.7469145 1.0191529 0.8580280 1.0937077 0.7005759 0.8499142 [12,] 1.484854 1.729050 0.7099292 0.4549121 0.7474000 1.0198709 0.8585129 1.0941610 0.7008858 0.8503195 [13,] 1.486970 1.731038 0.7120284 0.4561755 0.7487365 1.0218448 0.8598474 1.0954066 0.7017391 0.8514329 [14,] 1.491598 1.735376 0.7166063 0.4589375 0.7516598 1.0261479 0.8627640 1.0981198 0.7036080 0.8538557 [15,] 1.496434 1.739894 0.7213715 0.4618228 0.7547159 1.0306248 0.8658096 1.1009388 0.7055653 0.8563700 [16,] 1.501868 1.744954 0.7267043 0.4650643 0.7581520 1.0356318 0.8692298 1.1040863 0.7077709 0.8591741 [17,] 1.512989 1.755256 0.7375463 0.4716958 0.7651917 1.0457994 0.8762229 1.1104575 0.7123077 0.8648408 [18,] 1.515732 1.757786 0.7402063 0.4733313 0.7669301 1.0482911 0.8779467 1.1120142 0.7134321 0.8662234 [19,] 1.519660 1.761400 0.7440042 0.4756724 0.7694201 1.0518467 0.8804134 1.1142319 0.7150456 0.8681919 [20,] 1.549629 1.788688 0.7725973 0.4935250 0.7884732 1.0785199 0.8991957 1.1307035 0.7275235 0.8827658 [21,] 1.551032 1.789953 0.7739191 0.4943603 0.7893673 1.0797483 0.9000734 1.1314539 0.7281153 0.8834279 [22,] 1.568366 1.805495 0.7901319 0.5046780 0.8004322 1.0947739 0.9109085 1.1405612 0.7354865 0.8914620 [23,] 1.581794 1.817424 0.8025386 0.5126670 0.8090235 1.1062162 0.9192912 1.1474036 0.7412671 0.8975067 [24,] 1.585065 1.820316 0.8055415 0.5146130 0.8111193 1.1089776 0.9213324 1.1490423 0.7426844 0.8989567 [25,] 1.595742 1.829716 0.8152876 0.5209628 0.8179661 1.1179167 0.9279911 1.1543129 0.7473329 0.9036296 [26,] 1.603587 1.836586 0.8223967 0.5256276 0.8230038 1.1244133 0.9328814 1.1581097 0.7507704 0.9070067 [27,] 1.611469 1.843456 0.8294944 0.5303132 0.8280704 1.1308785 0.9377928 1.1618588 0.7542417 0.9103523 [28,] 1.620222 1.851051 0.8373259 0.5355163 0.8337041 1.1379859 0.9432459 1.1659459 0.7581173 0.9140141 [29,] 1.622941 1.853402 0.8397470 0.5371320 0.8354550 1.1401774 0.9449391 1.1671987 0.7593251 0.9151398 [30,] 1.625663 1.855753 0.8421668 0.5387502 0.8372094 1.1423649 0.9466349 1.1684456 0.7605367 0.9162621 [31,] 1.626292 1.856295 0.8427250 0.5391240 0.8376147 1.1428691 0.9470266 1.1687325 0.7608168 0.9165205 [32,] 1.629230 1.858827 0.8453290 0.5408700 0.8395087 1.1452192 0.9488563 1.1700672 0.7621268 0.9177242 [33,] 1.629440 1.859008 0.8455149 0.5409948 0.8396442 1.1453869 0.9489871 1.1701623 0.7622206 0.9178100 [34,] 1.629860 1.859370 0.8458867 0.5412445 0.8399151 1.1457222 0.9492488 1.1703523 0.7624081 0.9179816 [35,] 1.644207 1.871669 0.8585094 0.5497692 0.8491749 1.1570618 0.9581821 1.1767279 0.7688382 0.9237667 [36,] 1.647175 1.874202 0.8611033 0.5515327 0.8510929 1.1593816 0.9600303 1.1780196 0.7701747 0.9249463 [37,] 1.658031 1.883429 0.8705381 0.5579816 0.8581137 1.1677875 0.9667892 1.1826629 0.7750798 0.9292100 [38,] 1.658885 1.884153 0.8712771 0.5584890 0.8586666 1.1684438 0.9673211 1.1830229 0.7754669 0.9295422 [39,] 1.660381 1.885420 0.8725700 0.5593776 0.8596349 1.1695912 0.9682525 1.1836515 0.7761452 0.9301228 [40,] 1.665090 1.889401 0.8766306 0.5621750 0.8626847 1.1731883 0.9711850 1.1856146 0.7782836 0.9319413 [41,] 1.666591 1.890668 0.8779217 0.5630666 0.8636571 1.1743299 0.9721197 1.1862353 0.7789662 0.9325179 [42,] 1.671963 1.895193 0.8825291 0.5662569 0.8671383 1.1783957 0.9754645 1.1884366 0.7814126 0.9345693 [43,] 1.674978 1.897727 0.8851068 0.5680476 0.8690934 1.1806645 0.9773421 1.1896586 0.7827883 0.9357128 [44,] 1.676487 1.898994 0.8863950 0.5689440 0.8700724 1.1817968 0.9782821 1.1902667 0.7834777 0.9362831 [45,] 1.679510 1.901528 0.8889700 0.5707391 0.8720334 1.1840569 0.9801646 1.1914771 0.7848596 0.9374208 [46,] 1.683187 1.904606 0.8920943 0.5729229 0.8744201 1.1867934 0.9824548 1.1929366 0.7865431 0.9387972 [47,] 1.684269 1.905511 0.8930127 0.5735660 0.8751231 1.1875965 0.9831294 1.1933637 0.7870394 0.9392009 [48,] 1.697096 1.916195 0.9038319 0.5811833 0.8834581 1.1970154 0.9911202 1.1983300 0.7929344 0.9439286 [49,] 1.697315 1.916376 0.9040150 0.5813128 0.8836000 1.1971741 0.9912562 1.1984130 0.7930350 0.9440082 [50,] 1.719044 1.934311 0.9220928 0.5942152 0.8977482 1.2127227 1.0047967 1.2064426 0.8030866 0.9517911 [51,] 1.722137 1.936848 0.9246414 0.5960519 0.8997652 1.2148949 1.0067247 1.2075484 0.8045237 0.9528772 [52,] 1.725014 1.939204 0.9270062 0.5977602 0.9016418 1.2169059 1.0085179 1.2085688 0.8058616 0.9538826 [53,] 1.727009 1.940835 0.9286423 0.5989443 0.9029430 1.2182947 1.0097610 1.2092715 0.8067897 0.9545768 [54,] 1.732115 1.945004 0.9328199 0.6019762 0.9062759 1.2218308 1.0129440 1.2110541 0.8091687 0.9563445 [55,] 1.733005 1.945730 0.9335459 0.6025044 0.9068566 1.2224438 1.0134985 1.2113621 0.8095835 0.9566509 [56,] 1.734562 1.946999 0.9348160 0.6034292 0.9078738 1.2235153 1.0144694 1.2118998 0.8103101 0.9571866 [57,] 1.734785 1.947180 0.9349974 0.6035614 0.9080191 1.2236682 1.0146082 1.2119765 0.8104140 0.9572631 [58,] 1.741476 1.952619 0.9404345 0.6075340 0.9123903 1.2282391 1.0187792 1.2142599 0.8135391 0.9595488 [59,] 1.756054 1.964409 0.9521825 0.6161895 0.9219251 1.2380290 1.0278677 1.2190981 0.8203682 0.9644523 [60,] 1.756955 1.965134 0.9529040 0.6167243 0.9225147 1.2386262 1.0284293 1.2193910 0.8207910 0.9647521 [61,] 1.760788 1.968219 0.9559684 0.6190001 0.9250243 1.2411577 1.0308191 1.2206298 0.8225912 0.9660234 [62,] 1.761239 1.968581 0.9563287 0.6192681 0.9253199 1.2414548 1.0311006 1.2207749 0.8228034 0.9661728 [63,] 1.761691 1.968944 0.9566890 0.6195362 0.9256156 1.2417518 1.0313821 1.2209199 0.8230156 0.9663220 [64,] 1.762143 1.969307 0.9570492 0.6198044 0.9259114 1.2420485 1.0316637 1.2210647 0.8232279 0.9664712 [65,] 1.763724 1.970577 0.9583097 0.6207435 0.9269474 1.2430861 1.0326498 1.2215704 0.8239714 0.9669931 [66,] 1.772560 1.977655 0.9653225 0.6259896 0.9327380 1.2488315 1.0381588 1.2243579 0.8281304 0.9698893 [67,] 1.772787 1.977837 0.9655021 0.6261244 0.9328869 1.2489780 1.0383004 1.2244287 0.8282374 0.9699633 [68,] 1.773241 1.978200 0.9658613 0.6263941 0.9331847 1.2492709 1.0385836 1.2245702 0.8284515 0.9701113 [69,] 1.786461 1.988730 0.9762577 0.6342435 0.9418586 1.2576960 1.0468248 1.2286160 0.8346900 0.9743848 [70,] 1.793105 1.993997 0.9814424 0.6381883 0.9462219 1.2618569 1.0509650 1.2305977 0.8378317 0.9765092 [71,] 1.794023 1.994723 0.9821569 0.6387334 0.9468251 1.2624281 1.0515370 1.2308689 0.8382662 0.9768017 [72,] 1.796090 1.996358 0.9837638 0.6399610 0.9481835 1.2637107 1.0528250 1.2314773 0.8392450 0.9774592 [73,] 1.797010 1.997084 0.9844778 0.6405070 0.9487878 1.2642797 1.0533979 1.2317468 0.8396804 0.9777512 [74,] 1.797699 1.997629 0.9850131 0.6409167 0.9492413 1.2647060 1.0538277 1.2319486 0.8400072 0.9779701 [75,] 1.800692 1.999991 0.9873320 0.6426936 0.9512084 1.2665488 1.0556916 1.2328199 0.8414252 0.9789181 [76,] 1.802074 2.001081 0.9884017 0.6435146 0.9521175 1.2673969 1.0565527 1.2332202 0.8420807 0.9793551 [77,] 1.806228 2.004352 0.9916090 0.6459811 0.9548493 1.2699321 1.0591391 1.2344144 0.8440511 0.9806649 [78,] 1.809696 2.007078 0.9942794 0.6480406 0.9571310 1.2720340 1.0612980 1.2354018 0.8456976 0.9817547 [79,] 1.810622 2.007805 0.9949913 0.6485904 0.9577403 1.2725928 1.0618742 1.2356639 0.8461374 0.9820450 [80,] 1.812707 2.009440 0.9965923 0.6498284 0.9591123 1.2738477 1.0631716 1.2362519 0.8471279 0.9826981 [81,] 1.813402 2.009986 0.9971259 0.6502414 0.9595700 1.2742652 1.0636043 1.2364474 0.8474584 0.9829156 [82,] 1.819904 2.015075 1.0021021 0.6541027 0.9638513 1.2781428 1.0676488 1.2382582 0.8505510 0.9849441 [83,] 1.820137 2.015257 1.0022797 0.6542408 0.9640045 1.2782807 1.0677935 1.2383225 0.8506617 0.9850164 [84,] 1.821765 2.016530 1.0035227 0.6552082 0.9650775 1.2792443 1.0688064 1.2387712 0.8514372 0.9855229 [85,] 1.824095 2.018348 1.0052979 0.6565917 0.9666122 1.2806172 1.0702545 1.2394098 0.8525465 0.9862461 [86,] 1.824328 2.018530 1.0054754 0.6567301 0.9667658 1.2807542 1.0703994 1.2394735 0.8526575 0.9863184 [87,] 1.825027 2.019075 1.0060078 0.6571455 0.9672267 1.2811650 1.0708342 1.2396644 0.8529907 0.9865353 [88,] 1.832971 2.025258 1.0120371 0.6618635 0.9724633 1.2857928 1.0757696 1.2418091 0.8567779 0.9889911 [89,] 1.835548 2.027259 1.0139861 0.6633940 0.9741627 1.2872787 1.0773696 1.2424957 0.8580075 0.9897849 [90,] 1.836017 2.027623 1.0143404 0.6636725 0.9744720 1.2875483 1.0776607 1.2426202 0.8582312 0.9899292 [91,] 1.836486 2.027987 1.0146947 0.6639510 0.9747813 1.2878177 1.0779518 1.2427445 0.8584551 0.9900734 [92,] 1.836720 2.028168 1.0148718 0.6640903 0.9749360 1.2879523 1.0780974 1.2428066 0.8585670 0.9901456 [93,] 1.837659 2.028896 1.0155802 0.6646477 0.9755551 1.2884904 1.0786799 1.2430548 0.8590150 0.9904341 [94,] 1.845416 2.034900 1.0214211 0.6692558 0.9806749 1.2929008 1.0834930 1.2450850 0.8627212 0.9928136 [95,] 1.846594 2.035810 1.0223056 0.6699556 0.9814527 1.2935646 1.0842235 1.2453899 0.8632844 0.9931741 [96,] 1.848009 2.036902 1.0233668 0.6707958 0.9823867 1.2943596 1.0851005 1.2457548 0.8639607 0.9936066 [97,] 1.853913 2.041452 1.0277864 0.6743033 0.9862865 1.2976541 1.0887593 1.2472644 0.8667857 0.9954085 [98,] 1.855806 2.042908 1.0292001 0.6754279 0.9875373 1.2987022 1.0899317 1.2477438 0.8676920 0.9959852 [99,] 1.858886 2.045274 1.0314967 0.6772575 0.9895726 1.3003989 1.0918386 1.2485191 0.8691672 0.9969224 [100,] 1.860784 2.046731 1.0329096 0.6783848 0.9908270 1.3014391 1.0930130 1.2489938 0.8700765 0.9974992 [101,] 1.863158 2.048551 1.0346754 0.6797955 0.9923968 1.3027351 1.0944822 1.2495848 0.8712147 0.9982203 [102,] 1.863871 2.049098 1.0352050 0.6802190 0.9928681 1.3031230 1.0949232 1.2497615 0.8715566 0.9984367 [103,] 1.864346 2.049462 1.0355581 0.6805014 0.9931825 1.3033814 1.0952172 1.2498792 0.8717845 0.9985810 [104,] 1.866487 2.051101 1.0371469 0.6817731 0.9945980 1.3045417 1.0965410 1.2504076 0.8728114 0.9992302 [105,] 1.867439 2.051829 1.0378529 0.6823387 0.9952277 1.3050561 1.0971296 1.2506417 0.8732682 0.9995189 [106,] 1.869344 2.053286 1.0392647 0.6834707 0.9964882 1.3060828 1.0983075 1.2511086 0.8741828 1.0000962 [107,] 1.870298 2.054014 1.0399706 0.6840371 0.9971189 1.3065951 1.0988967 1.2513415 0.8746405 1.0003850 [108,] 1.872444 2.055654 1.0415585 0.6853124 0.9985393 1.3077448 1.1002231 1.2518637 0.8756714 1.0010348 [109,] 1.876027 2.058386 1.0442046 0.6874409 1.0009104 1.3096526 1.1024358 1.2527295 0.8773931 1.0021184 [110,] 1.878419 2.060208 1.0459683 0.6888619 1.0024938 1.3109187 1.1039123 1.2533033 0.8785432 1.0028413 [111,] 1.880334 2.061665 1.0473791 0.6899998 1.0037621 1.3119281 1.1050944 1.2537605 0.8794647 1.0034199 [112,] 1.881532 2.062576 1.0482607 0.6907116 1.0045554 1.3125574 1.1058335 1.2540455 0.8800412 1.0037816 [113,] 1.886812 2.066585 1.0521394 0.6938480 1.0080525 1.3153127 1.1090890 1.2552916 0.8825838 1.0053746 [114,] 1.892346 2.070777 1.0561935 0.6971353 1.0117196 1.3181688 1.1124981 1.2565815 0.8852523 1.0070427 [115,] 1.895239 2.072964 1.0583083 0.6988538 1.0136373 1.3196491 1.1142790 1.2572496 0.8866488 1.0079143 [116,] 1.897170 2.074423 1.0597181 0.7000007 1.0149175 1.3206322 1.1154671 1.2576930 0.8875814 1.0084958 [117,] 1.899102 2.075881 1.0611279 0.7011486 1.0161991 1.3216123 1.1166558 1.2581350 0.8885154 1.0090777 [118,] 1.901037 2.077340 1.0625376 0.7022976 1.0174820 1.3225893 1.1178453 1.2585755 0.8894507 1.0096601 [119,] 1.902005 2.078069 1.0632425 0.7028724 1.0181240 1.3230767 1.1184403 1.2587953 0.8899188 1.0099515 [120,] 1.902247 2.078251 1.0634187 0.7030162 1.0182846 1.3231985 1.1185890 1.2588501 0.8900359 1.0100243 [121,] 1.905638 2.080804 1.0658855 0.7050303 1.0205345 1.3248977 1.1206728 1.2596161 0.8916775 1.0110451 [122,] 1.907578 2.082263 1.0672952 0.7061827 1.0218221 1.3258646 1.1218645 1.2600519 0.8926174 1.0116291 [123,] 1.914870 2.087736 1.0725814 0.7105129 1.0266627 1.3294635 1.1263389 1.2616740 0.8961545 1.0138238 [124,] 1.920234 2.091750 1.0764582 0.7136973 1.0302247 1.3320756 1.1296257 1.2628520 0.8987611 1.0154383 [125,] 1.920478 2.091932 1.0766344 0.7138422 1.0303868 1.3321938 1.1297752 1.2629053 0.8988798 1.0155118 [126,] 1.921454 2.092662 1.0773393 0.7144221 1.0310357 1.3326661 1.1303733 1.2631184 0.8993550 1.0158058 [127,] 1.922920 2.093757 1.0783968 0.7152923 1.0320096 1.3333731 1.1312708 1.2634374 0.9000685 1.0162473 [128,] 1.926100 2.096129 1.0806880 0.7171798 1.0341224 1.3348992 1.1332165 1.2641264 0.9016173 1.0172049 [129,] 1.927569 2.097225 1.0817456 0.7180518 1.0350987 1.3356008 1.1341151 1.2644433 0.9023334 1.0176476 [130,] 1.927814 2.097407 1.0819219 0.7181972 1.0352615 1.3357176 1.1342649 1.2644960 0.9024528 1.0177214 [131,] 1.929284 2.098502 1.0829796 0.7190698 1.0362388 1.3364172 1.1351638 1.2648122 0.9031699 1.0181644 [132,] 1.929529 2.098685 1.0831558 0.7192153 1.0364017 1.3365337 1.1353137 1.2648648 0.9032895 1.0182383 [133,] 1.931982 2.100510 1.0849188 0.7206711 1.0380324 1.3376956 1.1368128 1.2653901 0.9044869 1.0189777 [134,] 1.932964 2.101240 1.0856240 0.7212539 1.0386853 1.3381590 1.1374127 1.2655998 0.9049664 1.0192738 [135,] 1.933946 2.101971 1.0863293 0.7218369 1.0393386 1.3386217 1.1380127 1.2658091 0.9054464 1.0195701 [136,] 1.936158 2.103614 1.0879162 0.7231496 1.0408096 1.3396601 1.1393633 1.2662792 0.9065278 1.0202373 [137,] 1.936404 2.103797 1.0880926 0.7232955 1.0409731 1.3397752 1.1395134 1.2663313 0.9066480 1.0203115 [138,] 1.937634 2.104709 1.0889743 0.7240254 1.0417912 1.3403503 1.1402641 1.2665918 0.9072498 1.0206827 [139,] 1.938372 2.105257 1.0895034 0.7244635 1.0422823 1.3406947 1.1407146 1.2667479 0.9076111 1.0209056 [140,] 1.940096 2.106536 1.0907380 0.7254863 1.0434290 1.3414969 1.1417661 1.2671115 0.9084550 1.0214260 [141,] 1.942068 2.107996 1.0921491 0.7266561 1.0447408 1.3424108 1.1429684 1.2675261 0.9094210 1.0220216 [142,] 1.942561 2.108362 1.0925020 0.7269487 1.0450690 1.3426389 1.1432690 1.2676296 0.9096627 1.0221706 [143,] 1.946758 2.111467 1.0955013 0.7294383 1.0478619 1.3445699 1.1458260 1.2685067 0.9117215 1.0234392 [144,] 1.951457 2.114938 1.0988547 0.7322259 1.0509907 1.3467126 1.1486867 1.2694818 0.9140311 1.0248614 [145,] 1.953192 2.116217 1.1000905 0.7332544 1.0521454 1.3474980 1.1497414 1.2698397 0.9148843 1.0253866 [146,] 1.956912 2.118957 1.1027392 0.7354606 1.0546233 1.3491736 1.1520028 1.2706044 0.9167169 1.0265141 [147,] 1.957905 2.119688 1.1034457 0.7360495 1.0552849 1.3496188 1.1526061 1.2708078 0.9172066 1.0268152 [148,] 1.958899 2.120419 1.1041523 0.7366386 1.0559469 1.3500632 1.1532096 1.2710110 0.9176967 1.0271166 [149,] 1.961385 2.122247 1.1059190 0.7381126 1.0576033 1.3511713 1.1547189 1.2715180 0.9189237 1.0278709 [150,] 1.962878 2.123344 1.1069792 0.7389976 1.0585981 1.3518340 1.1556248 1.2718216 0.9196612 1.0283241 [151,] 1.964621 2.124623 1.1082163 0.7400309 1.0597598 1.3526052 1.1566821 1.2721752 0.9205228 1.0288535 [152,] 1.967363 2.126634 1.1101608 0.7416560 1.0615873 1.3538128 1.1583443 1.2727296 0.9218794 1.0296866 [153,] 1.975359 2.132485 1.1158212 0.7463941 1.0669186 1.3572965 1.1631850 1.2743346 0.9258444 1.0321191 [154,] 1.978866 2.135046 1.1182993 0.7484717 1.0692578 1.3588070 1.1653051 1.2750332 0.9275878 1.0331876 [155,] 1.979367 2.135411 1.1186535 0.7487688 1.0695923 1.3590221 1.1656081 1.2751329 0.9278373 1.0333404 [156,] 1.983132 2.138155 1.1213101 0.7509985 1.0721038 1.3606301 1.1678813 1.2758789 0.9297121 1.0344884 [157,] 1.983634 2.138521 1.1216644 0.7512960 1.0724390 1.3608438 1.1681845 1.2759782 0.9299625 1.0346416 [158,] 1.985142 2.139619 1.1227276 0.7521890 1.0734452 1.3614839 1.1690944 1.2762759 0.9307145 1.0351018 [159,] 1.990176 2.143278 1.1262730 0.7551694 1.0768044 1.3636069 1.1721287 1.2772659 0.9332285 1.0366390 [160,] 1.990680 2.143644 1.1266277 0.7554678 1.0771408 1.3638183 1.1724323 1.2773647 0.9334805 1.0367931 [161,] 1.993707 2.145840 1.1287564 0.7572592 1.0791608 1.3650833 1.1742543 1.2779569 0.9349950 1.0377182 [162,] 1.996737 2.148036 1.1308862 0.7590527 1.0811837 1.3663425 1.1760772 1.2785479 0.9365135 1.0386452 [163,] 1.996990 2.148219 1.1310637 0.7592023 1.0813524 1.3664471 1.1762292 1.2785971 0.9366403 1.0387226 [164,] 1.997496 2.148585 1.1314188 0.7595014 1.0816899 1.3666564 1.1765331 1.2786955 0.9368938 1.0388773 [165,] 1.999013 2.149684 1.1324842 0.7603992 1.0827028 1.3672831 1.1774450 1.2789905 0.9376552 1.0393417 [166,] 2.002811 2.152430 1.1351490 0.7626460 1.0852383 1.3688436 1.1797256 1.2797268 0.9395631 1.0405049 [167,] 2.006868 2.155359 1.1379933 0.7650462 1.0879478 1.3704984 1.1821597 1.2805106 0.9416055 1.0417488 [168,] 2.008138 2.156275 1.1388826 0.7657970 1.0887956 1.3710135 1.1829206 1.2807553 0.9422453 1.0421382 [169,] 2.011442 2.158656 1.1411957 0.7677508 1.0910021 1.3723481 1.1848997 1.2813907 0.9439123 1.0431522 [170,] 2.012969 2.159755 1.1422637 0.7686533 1.0920217 1.3729619 1.1858134 1.2816836 0.9446833 1.0436209 [171,] 2.016280 2.162136 1.1445790 0.7706106 1.0942331 1.3742870 1.1877937 1.2823178 0.9463576 1.0446382 [172,] 2.016790 2.162502 1.1449353 0.7709120 1.0945736 1.3744903 1.1880985 1.2824153 0.9466157 1.0447949 [173,] 2.021384 2.165800 1.1481438 0.7736266 1.0976418 1.3763132 1.1908421 1.2832919 0.9489435 1.0462076 [174,] 2.025219 2.168549 1.1508199 0.7758923 1.1002034 1.3778229 1.1931295 1.2840216 0.9508911 1.0473882 [175,] 2.036506 2.176614 1.1586826 0.7825567 1.1077423 1.3822036 1.1998452 1.2861582 0.9566454 1.0508693 [176,] 2.037792 2.177531 1.1595774 0.7833157 1.1086014 1.3826969 1.2006088 1.2864007 0.9573033 1.0512666 [177,] 2.038564 2.178081 1.1601143 0.7837713 1.1091170 1.3829925 1.2010671 1.2865462 0.9576985 1.0515051 [178,] 2.042943 2.181198 1.1631590 0.7863554 1.1120422 1.3846614 1.2036644 1.2873704 0.9599434 1.0528593 [179,] 2.048365 2.185050 1.1669246 0.7895530 1.1156631 1.3867088 1.2068742 1.2883880 0.9627302 1.0545379 [180,] 2.049140 2.185601 1.1674629 0.7900103 1.1161811 1.3870000 1.2073329 1.2885334 0.9631295 1.0547782 [181,] 2.051209 2.187068 1.1688990 0.7912304 1.1175631 1.3877751 1.2085562 1.2889209 0.9641960 1.0554197 [182,] 2.054576 2.189454 1.1712343 0.7932149 1.1198113 1.3890298 1.2105444 1.2895506 0.9659339 1.0564643 [183,] 2.054835 2.189637 1.1714140 0.7933677 1.1199844 1.3891261 1.2106974 1.2895991 0.9660679 1.0565447 [184,] 2.056909 2.191105 1.1728522 0.7945902 1.1213696 1.3898951 1.2119212 1.2899865 0.9671406 1.0571889 [185,] 2.068612 2.199365 1.1809569 0.8014832 1.1291830 1.3941806 1.2188084 1.2921665 0.9732177 1.0608308 [186,] 2.069394 2.199916 1.1814982 0.8019437 1.1297052 1.3944640 1.2192677 1.2923118 0.9736255 1.0610747 [187,] 2.074616 2.203589 1.1851095 0.8050169 1.1331906 1.3963451 1.2223304 1.2932814 0.9763523 1.0627045 [188,] 2.078016 2.205976 1.1874597 0.8070174 1.1354598 1.3975610 1.2243215 1.2939120 0.9781327 1.0637673 [189,] 2.079849 2.207262 1.1887262 0.8080956 1.1366829 1.3982134 1.2253938 1.2942517 0.9790941 1.0643408 [190,] 2.084306 2.210385 1.1918048 0.8107167 1.1396569 1.3997914 1.2279983 1.2950771 0.9814363 1.0657368 [191,] 2.086143 2.211672 1.1930737 0.8117971 1.1408829 1.4004386 1.2290709 1.2954173 0.9824040 1.0663131 [192,] 2.089560 2.214061 1.1954320 0.8138053 1.1431621 1.4016363 1.2310630 1.2960493 0.9842060 1.0673855 [193,] 2.090086 2.214428 1.1957951 0.8141144 1.1435130 1.4018201 1.2313695 1.2961466 0.9844838 1.0675507 [194,] 2.091665 2.215531 1.1968846 0.8150422 1.1445661 1.4023708 1.2322890 1.2964386 0.9853181 1.0680468 [195,] 2.095617 2.218288 1.1996107 0.8173637 1.1472015 1.4037427 1.2345879 1.2971690 0.9874101 1.0692899 [196,] 2.101161 2.222149 1.2034330 0.8206189 1.1508975 1.4056519 1.2378068 1.2981931 0.9903535 1.0710368 [197,] 2.103276 2.223620 1.2048909 0.8218605 1.1523074 1.4063758 1.2390331 1.2985838 0.9914793 1.0717044 [198,] 2.103540 2.223804 1.2050732 0.8220158 1.1524837 1.4064662 1.2391864 1.2986326 0.9916202 1.0717879 [199,] 2.112286 2.229874 1.2110985 0.8271467 1.1583114 1.4094313 1.2442452 1.3002475 0.9962923 1.0745546 [200,] 2.118134 2.233921 1.2151253 0.8305752 1.1622064 1.4113906 1.2476179 1.3013272 0.9994308 1.0764102 [201,] 2.125331 2.238891 1.2200786 0.8347915 1.1669973 1.4137764 1.2517569 1.3026561 1.0033089 1.0787002 [202,] 2.135495 2.245887 1.2270716 0.8407415 1.1737596 1.4170994 1.2575814 1.3045337 1.0088162 1.0819472 [203,] 2.138445 2.247913 1.2291007 0.8424674 1.1757213 1.4180539 1.2592672 1.3050789 1.0104211 1.0828926 [204,] 2.138982 2.248282 1.2294699 0.8427813 1.1760781 1.4182270 1.2595737 1.3051781 1.0107134 1.0830647 [205,] 2.142205 2.250492 1.2316866 0.8446661 1.1782207 1.4192638 1.2614125 1.3057740 1.0124708 1.0840992 [206,] 2.151091 2.256573 1.2377965 0.8498586 1.1841240 1.4220945 1.2664682 1.3074179 1.0173333 1.0869597 [207,] 2.152979 2.257863 1.2390952 0.8509619 1.1853783 1.4226912 1.2675404 1.3077676 1.0183704 1.0875694 [208,] 2.158655 2.261734 1.2429973 0.8542752 1.1891457 1.4244733 1.2707564 1.3088189 1.0214935 1.0894048 [209,] 2.164885 2.265975 1.2472811 0.8579104 1.1932793 1.4264116 1.2742775 1.3099743 1.0249346 1.0914261 [210,] 2.165157 2.266159 1.2474676 0.8580686 1.1934592 1.4264956 1.2744306 1.3100246 1.0250847 1.0915143 [211,] 2.168142 2.268188 1.2495204 0.8598097 1.1954391 1.4274174 1.2761141 1.3105787 1.0267385 1.0924854 [212,] 2.168686 2.268557 1.2498940 0.8601264 1.1957992 1.4275846 1.2764202 1.3106796 1.0270398 1.0926622 [213,] 2.170588 2.269848 1.2512019 0.8612353 1.1970602 1.4281692 1.2774913 1.3110329 1.0280953 1.0932819 [214,] 2.170860 2.270033 1.2513888 0.8613937 1.1972404 1.4282526 1.2776443 1.3110834 1.0282463 1.0933706 [215,] 2.174941 2.272800 1.2541954 0.8637721 1.1999452 1.4295006 1.2799391 1.3118419 1.0305156 1.0947026 [216,] 2.176031 2.273538 1.2549446 0.8644068 1.2006670 1.4298324 1.2805509 1.3120445 1.0311223 1.0950587 [217,] 2.201221 2.290523 1.2722739 0.8790570 1.2173300 1.4373509 1.2946077 1.3167445 1.0452558 1.1033531 [218,] 2.202322 2.291262 1.2730317 0.8796961 1.2180571 1.4376730 1.2952181 1.3169507 1.0458781 1.1037184 [219,] 2.213910 2.299024 1.2810114 0.8864177 1.2257044 1.4410308 1.3016232 1.3191256 1.0524506 1.1075783 [220,] 2.218339 2.301982 1.2840622 0.8889833 1.2286236 1.4422987 1.3040610 1.3199589 1.0549728 1.1090606 [221,] 2.225551 2.306790 1.2890325 0.8931580 1.2333744 1.4443459 1.3080197 1.3213192 1.0590929 1.1114836 [222,] 2.225829 2.306975 1.2892239 0.8933187 1.2335573 1.4444243 1.3081719 1.3213717 1.0592519 1.1115772 [223,] 2.231391 2.310674 1.2930583 0.8965350 1.2372178 1.4459877 1.3112144 1.3224235 1.0624400 1.1134536 [224,] 2.234177 2.312525 1.2949790 0.8981448 1.2390499 1.4467658 1.3127348 1.3229512 1.0640398 1.1143959 [225,] 2.238640 2.315485 1.2980569 0.9007225 1.2419839 1.4480060 1.3151662 1.3237980 1.0666075 1.1159091 [226,] 2.247029 2.321039 1.3038436 0.9055630 1.2474933 1.4503154 1.3197209 1.3253945 1.0714477 1.1187651 [227,] 2.256570 2.327335 1.3104265 0.9110604 1.2537503 1.4529078 1.3248758 1.3272179 1.0769730 1.1220317 [228,] 2.257132 2.327706 1.3108146 0.9113841 1.2541188 1.4530595 1.3251788 1.3273257 1.0772993 1.1222248 [229,] 2.260227 2.329744 1.3129504 0.9131656 1.2561462 1.4538922 1.3268448 1.3279193 1.0790964 1.1232891 [230,] 2.275472 2.339752 1.3234744 0.9219294 1.2661190 1.4579410 1.3350102 1.3308584 1.0879788 1.1285618 [231,] 2.314257 2.364992 1.3502613 0.9441403 1.2913741 1.4678631 1.3554697 1.3384622 1.1107517 1.1421999 [232,] 2.357395 2.392703 1.3800556 0.9687066 1.3192494 1.4783172 1.3776797 1.3471520 1.1362554 1.1577510 [233,] 2.363530 2.396613 1.3842912 0.9721888 1.3231938 1.4797585 1.3807903 1.3484071 1.1398900 1.1599981 [234,] 2.370557 2.401084 1.3891426 0.9761746 1.3277062 1.4813965 1.3843389 1.3498505 1.1440549 1.1625840 [235,] 2.396772 2.417677 1.4072320 0.9910117 1.3444787 1.4873889 1.3974356 1.3552880 1.1596025 1.1723450 [236,] 2.411905 2.427196 1.4176666 0.9995545 1.3541160 1.4907678 1.4048938 1.3584635 1.1685838 1.1780660 [237,] 2.422038 2.433545 1.4246503 1.0052663 1.3605507 1.4929994 1.4098464 1.3606041 1.1746000 1.1819340 [238,] 2.426221 2.436161 1.4275322 1.0076221 1.3632025 1.4939137 1.4118812 1.3614908 1.1770839 1.1835396 [239,] 2.435204 2.441768 1.4337200 1.0126777 1.3688890 1.4958638 1.4162322 1.3634011 1.1824194 1.1870060 [240,] 2.444517 2.447565 1.4401313 1.0179125 1.3747708 1.4978665 1.4207150 1.3653894 1.1879512 1.1906256 [241,] 2.448130 2.449810 1.4426178 1.0199418 1.3770491 1.4986385 1.4224466 1.3661629 1.1900976 1.1920372 [242,] 2.535579 2.503438 1.5026215 1.0687698 1.4315550 1.5165672 1.4630895 1.3851809 1.2421011 1.2274625 [243,] 2.540236 2.506257 1.5058064 1.0713545 1.4344225 1.5174864 1.4651865 1.3862088 1.2448776 1.2294109 [244,] 2.609375 2.547698 1.5529192 1.1095210 1.4765513 1.5307970 1.4955319 1.4017301 1.2862669 1.2588264 n=220 n=340 n=510 n=760 [1,] 0.7623044 0.6940066 0.8282042 0.6603015 [2,] 0.8044176 0.7679863 0.8228659 0.7140632 [3,] 0.8092083 0.7769083 0.8227340 0.7201621 [4,] 0.8201568 0.7975660 0.8228368 0.7341743 [5,] 0.8277303 0.8120193 0.8232618 0.7439327 [6,] 0.8375054 0.8308077 0.8242493 0.7565909 [7,] 0.8380049 0.8317707 0.8243130 0.7572383 [8,] 0.8445697 0.8444396 0.8252647 0.7657373 [9,] 0.8517803 0.8583593 0.8265477 0.7750384 [10,] 0.8628732 0.8796437 0.8289672 0.7892476 [11,] 0.8657723 0.8851555 0.8296829 0.7929376 [12,] 0.8661037 0.8857839 0.8297668 0.7933589 [13,] 0.8670153 0.8875103 0.8299997 0.7945170 [14,] 0.8690049 0.8912682 0.8305188 0.7970421 [15,] 0.8710787 0.8951690 0.8310749 0.7996706 [16,] 0.8734031 0.8995204 0.8317160 0.8026129 [17,] 0.8781422 0.9083167 0.8330777 0.8086012 [18,] 0.8793078 0.9104636 0.8334233 0.8100725 [19,] 0.8809744 0.9135206 0.8339244 0.8121749 [20,] 0.8936168 0.9361952 0.8379873 0.8281178 [21,] 0.8942059 0.9372280 0.8381884 0.8288615 [22,] 0.9014711 0.9497791 0.8407620 0.8380453 [23,] 0.9070845 0.9592332 0.8428791 0.8451592 [24,] 0.9084508 0.9615011 0.8434117 0.8468932 [25,] 0.9129068 0.9688062 0.8451954 0.8525555 [26,] 0.9161790 0.9740801 0.8465500 0.8567197 [27,] 0.9194656 0.9792987 0.8479479 0.8609070 [28,] 0.9231155 0.9850012 0.8495432 0.8655624 [29,] 0.9242491 0.9867522 0.8500477 0.8670092 [30,] 0.9253845 0.9884966 0.8505572 0.8684588 [31,] 0.9256468 0.9888982 0.8506755 0.8687937 [32,] 0.9268721 0.9907677 0.8512311 0.8703586 [33,] 0.9269597 0.9909009 0.8512710 0.8704705 [34,] 0.9271349 0.9911673 0.8513509 0.8706943 [35,] 0.9331177 1.0001303 0.8541397 0.8783446 [36,] 0.9343553 1.0019530 0.8547316 0.8799290 [37,] 0.9388810 1.0085260 0.8569400 0.8857245 [38,] 0.9392371 1.0090370 0.8571168 0.8861805 [39,] 0.9398606 1.0099297 0.8574273 0.8869790 [40,] 0.9418234 1.0127219 0.8584134 0.8894922 [41,] 0.9424489 1.0136062 0.8587304 0.8902930 [42,] 0.9446867 1.0167474 0.8598758 0.8931570 [43,] 0.9459424 1.0184951 0.8605261 0.8947634 [44,] 0.9465710 1.0193658 0.8608537 0.8955673 [45,] 0.9478294 1.0211012 0.8615137 0.8971760 [46,] 0.9493599 1.0231973 0.8623238 0.8991314 [47,] 0.9498105 1.0238115 0.8625639 0.8997068 [48,] 0.9551427 1.0309782 0.8654581 0.9065061 [49,] 0.9552333 1.0310984 0.8655081 0.9066215 [50,] 0.9642325 1.0427781 0.8706174 0.9180468 [51,] 0.9655090 1.0443946 0.8713646 0.9196624 [52,] 0.9666949 1.0458876 0.8720639 0.9211623 [53,] 0.9675162 1.0469168 0.8725511 0.9222005 [54,] 0.9696161 1.0495300 0.8738075 0.9248526 [55,] 0.9699814 1.0499820 0.8740276 0.9253137 [56,] 0.9706208 1.0507713 0.8744141 0.9261204 [57,] 0.9707121 1.0508839 0.8744695 0.9262357 [58,] 0.9734531 1.0542394 0.8761438 0.9296912 [59,] 0.9793920 1.0613660 0.8798649 0.9371698 [60,] 0.9797574 1.0617981 0.8800981 0.9376298 [61,] 0.9813097 1.0636260 0.8810940 0.9395851 [62,] 0.9814922 1.0638402 0.8812117 0.9398152 [63,] 0.9816748 1.0640542 0.8813296 0.9400452 [64,] 0.9818574 1.0642679 0.8814475 0.9402753 [65,] 0.9824963 1.0650147 0.8818613 0.9410805 [66,] 0.9860528 1.0691327 0.8841916 0.9455696 [67,] 0.9861439 1.0692374 0.8842519 0.9456848 [68,] 0.9863261 1.0694465 0.8843726 0.9459152 [69,] 0.9916021 1.0754294 0.8879197 0.9526079 [70,] 0.9942330 1.0783613 0.8897261 0.9559650 [71,] 0.9945955 1.0787626 0.8899769 0.9564287 [72,] 0.9954106 1.0796627 0.8905428 0.9574728 [73,] 0.9957728 1.0800616 0.8907949 0.9579371 [74,] 0.9960443 1.0803602 0.8909842 0.9582855 [75,] 0.9972200 1.0816494 0.8918074 0.9597964 [76,] 0.9977623 1.0822417 0.8921887 0.9604944 [77,] 0.9993873 1.0840086 0.8933379 0.9625913 [78,] 1.0007395 1.0854692 0.8943015 0.9643422 [79,] 1.0010997 1.0858570 0.8945594 0.9648097 [80,] 1.0019098 1.0867266 0.8951410 0.9658623 [81,] 1.0021797 1.0870156 0.8953353 0.9662135 [82,] 1.0046945 1.0896927 0.8971590 0.9694979 [83,] 1.0047842 1.0897876 0.8972245 0.9696154 [84,] 1.0054117 1.0904508 0.8976835 0.9704387 [85,] 1.0063072 1.0913942 0.8983411 0.9716162 [86,] 1.0063967 1.0914883 0.8984070 0.9717341 [87,] 1.0066651 1.0917702 0.8986048 0.9720878 [88,] 1.0097009 1.0949362 0.9008606 0.9761079 [89,] 1.0106805 1.0959488 0.9015959 0.9774134 [90,] 1.0108584 1.0961323 0.9017299 0.9776510 [91,] 1.0110363 1.0963157 0.9018639 0.9778888 [92,] 1.0111253 1.0964073 0.9019310 0.9780076 [93,] 1.0114810 1.0967732 0.9021995 0.9784834 [94,] 1.0144088 1.0997638 0.9044272 0.9824220 [95,] 1.0148514 1.1002126 0.9047668 0.9830209 [96,] 1.0153821 1.1007496 0.9051749 0.9837404 [97,] 1.0175893 1.1029694 0.9068831 0.9867478 [98,] 1.0182941 1.1036737 0.9074324 0.9877135 [99,] 1.0194380 1.1048120 0.9083277 0.9892862 [100,] 1.0201409 1.1055088 0.9088803 0.9902562 [101,] 1.0210186 1.1063756 0.9095728 0.9914712 [102,] 1.0212816 1.1066348 0.9097809 0.9918362 [103,] 1.0214570 1.1068074 0.9099198 0.9920797 [104,] 1.0222454 1.1075817 0.9105457 0.9931767 [105,] 1.0225955 1.1079246 0.9108243 0.9936649 [106,] 1.0232951 1.1086085 0.9113826 0.9946428 [107,] 1.0236447 1.1089493 0.9116622 0.9951325 [108,] 1.0244305 1.1097136 0.9122924 0.9962358 [109,] 1.0257380 1.1109795 0.9133462 0.9980797 [110,] 1.0266082 1.1118180 0.9140510 0.9993127 [111,] 1.0273036 1.1124856 0.9146162 1.0003012 [112,] 1.0277377 1.1129015 0.9149701 1.0009200 [113,] 1.0296445 1.1147184 0.9165324 1.0036518 [114,] 1.0316314 1.1165956 0.9181750 1.0065246 [115,] 1.0326653 1.1175661 0.9190356 1.0080305 [116,] 1.0333535 1.1182097 0.9196107 1.0090373 [117,] 1.0340408 1.1188507 0.9201869 1.0100463 [118,] 1.0347272 1.1194890 0.9207642 1.0110576 [119,] 1.0350701 1.1198071 0.9210532 1.0115641 [120,] 1.0351557 1.1198865 0.9211255 1.0116908 [121,] 1.0363538 1.1209942 0.9221394 1.0134689 [122,] 1.0370371 1.1216236 0.9227202 1.0144883 [123,] 1.0395912 1.1239606 0.9249072 1.0183328 [124,] 1.0414556 1.1256515 0.9265199 1.0211745 [125,] 1.0415401 1.1257279 0.9265933 1.0213042 [126,] 1.0418782 1.1260331 0.9268874 1.0218230 [127,] 1.0423849 1.1264898 0.9273289 1.0226025 [128,] 1.0434809 1.1274745 0.9282873 1.0242963 [129,] 1.0439858 1.1279268 0.9287305 1.0250803 [130,] 1.0440699 1.1280020 0.9288044 1.0252111 [131,] 1.0445741 1.1284527 0.9292482 1.0259968 [132,] 1.0446581 1.1285277 0.9293222 1.0261279 [133,] 1.0454971 1.1292754 0.9300631 1.0274409 [134,] 1.0458322 1.1295734 0.9303599 1.0279672 [135,] 1.0461671 1.1298709 0.9306569 1.0284941 [136,] 1.0469196 1.1305379 0.9313259 1.0296819 [137,] 1.0470031 1.1306118 0.9314003 1.0298141 [138,] 1.0474206 1.1309809 0.9317726 1.0304756 [139,] 1.0476708 1.1312018 0.9319961 1.0308729 [140,] 1.0482542 1.1317162 0.9325181 1.0318014 [141,] 1.0489200 1.1323018 0.9331155 1.0328648 [142,] 1.0490863 1.1324478 0.9332650 1.0331311 [143,] 1.0504972 1.1336832 0.9345379 1.0354002 [144,] 1.0520687 1.1350515 0.9359651 1.0379490 [145,] 1.0526463 1.1355524 0.9364922 1.0388914 [146,] 1.0538814 1.1366197 0.9376240 1.0409166 [147,] 1.0542102 1.1369030 0.9379263 1.0414580 [148,] 1.0545388 1.1371857 0.9382289 1.0420000 [149,] 1.0553591 1.1378900 0.9389864 1.0433572 [150,] 1.0558505 1.1383109 0.9394416 1.0441732 [151,] 1.0564232 1.1388004 0.9399734 1.0451267 [152,] 1.0573216 1.1395662 0.9408105 1.0466283 [153,] 1.0599246 1.1417703 0.9432563 1.0510179 [154,] 1.0610585 1.1427237 0.9443315 1.0529480 [155,] 1.0612202 1.1428594 0.9444854 1.0532242 [156,] 1.0624313 1.1438726 0.9456414 1.0552993 [157,] 1.0625925 1.1440072 0.9457958 1.0555765 [158,] 1.0630758 1.1444100 0.9462595 1.0564086 [159,] 1.0646826 1.1457442 0.9478094 1.0591895 [160,] 1.0648429 1.1458768 0.9479648 1.0594682 [161,] 1.0658037 1.1466703 0.9488985 1.0611424 [162,] 1.0667622 1.1474590 0.9498347 1.0628203 [163,] 1.0668419 1.1475246 0.9499129 1.0629603 [164,] 1.0670014 1.1476555 0.9500692 1.0632403 [165,] 1.0674795 1.1480476 0.9505386 1.0640811 [166,] 1.0686724 1.1490229 0.9517152 1.0661869 [167,] 1.0699408 1.1500555 0.9529752 1.0684392 [168,] 1.0703364 1.1503766 0.9533700 1.0691442 [169,] 1.0713631 1.1512081 0.9543990 1.0709802 [170,] 1.0718361 1.1515901 0.9548752 1.0718288 [171,] 1.0728589 1.1524144 0.9559097 1.0736704 [172,] 1.0730160 1.1525408 0.9560691 1.0739540 [173,] 1.0744273 1.1536734 0.9575088 1.0765106 [174,] 1.0755996 1.1546106 0.9587146 1.0786462 [175,] 1.0790177 1.1573275 0.9622865 1.0849374 [176,] 1.0794041 1.1576334 0.9626959 1.0856548 [177,] 1.0796358 1.1578167 0.9629418 1.0860855 [178,] 1.0809459 1.1588514 0.9643409 1.0885294 [179,] 1.0825576 1.1601214 0.9660814 1.0915565 [180,] 1.0827873 1.1603021 0.9663311 1.0919897 [181,] 1.0833989 1.1607831 0.9669986 1.0931457 [182,] 1.0843904 1.1615621 0.9680876 1.0950270 [183,] 1.0844666 1.1616219 0.9681716 1.0951718 [184,] 1.0850752 1.1620996 0.9688447 1.0963314 [185,] 1.0884773 1.1647656 0.9726711 1.1028776 [186,] 1.0887028 1.1649422 0.9729287 1.1033154 [187,] 1.0902019 1.1661156 0.9746540 1.1062382 [188,] 1.0911724 1.1668751 0.9757832 1.1081420 [189,] 1.0916936 1.1672831 0.9763938 1.1091683 [190,] 1.0929555 1.1682712 0.9778844 1.1116643 [191,] 1.0934736 1.1686769 0.9785013 1.1126935 [192,] 1.0944331 1.1694289 0.9796520 1.1146069 [193,] 1.0945805 1.1695444 0.9798296 1.1149015 [194,] 1.0950220 1.1698906 0.9803634 1.1157857 [195,] 1.0961229 1.1707544 0.9817038 1.1179986 [196,] 1.0976568 1.1719600 0.9835951 1.1211021 [197,] 1.0982389 1.1724182 0.9843201 1.1222861 [198,] 1.0983115 1.1724755 0.9844109 1.1224341 [199,] 1.1006987 1.1743602 0.9874288 1.1273270 [200,] 1.1022782 1.1756130 0.9894643 1.1305962 [201,] 1.1042034 1.1771478 0.9919882 1.1346151 [202,] 1.1068881 1.1793051 0.9955899 1.1402818 [203,] 1.1076598 1.1799295 0.9966435 1.1419238 [204,] 1.1077999 1.1800430 0.9968357 1.1422224 [205,] 1.1086385 1.1807244 0.9979919 1.1440144 [206,] 1.1109297 1.1825998 1.0012036 1.1489447 [207,] 1.1114129 1.1829981 1.0018910 1.1499908 [208,] 1.1128567 1.1841946 1.0039669 1.1531294 [209,] 1.1144279 1.1855082 1.0062641 1.1565669 [210,] 1.1144960 1.1855654 1.0063645 1.1567164 [211,] 1.1152434 1.1861950 1.0074727 1.1583602 [212,] 1.1153791 1.1863096 1.0076748 1.1586591 [213,] 1.1158532 1.1867109 1.0083837 1.1597051 [214,] 1.1159209 1.1867683 1.0084852 1.1598545 [215,] 1.1169334 1.1876300 1.0100132 1.1620956 [216,] 1.1172026 1.1878602 1.0104226 1.1626931 [217,] 1.1233085 1.1932072 1.0200670 1.1764157 [218,] 1.1235703 1.1934421 1.0204966 1.1770109 [219,] 1.1263009 1.1959219 1.0250610 1.1832515 [220,] 1.1273328 1.1968728 1.0268262 1.1856234 [221,] 1.1290000 1.1984256 1.0297261 1.1894697 [222,] 1.1290639 1.1984855 1.0298384 1.1896174 [223,] 1.1303381 1.1996866 1.0320974 1.1925682 [224,] 1.1309728 1.2002892 1.0332359 1.1940408 [225,] 1.1319847 1.2012564 1.0350701 1.1963928 [226,] 1.1338712 1.2030796 1.0385514 1.2007881 [227,] 1.1359922 1.2051616 1.0425644 1.2057434 [228,] 1.1361165 1.2052846 1.0428027 1.2060340 [229,] 1.1367987 1.2059621 1.0441178 1.2076300 [230,] 1.1401225 1.2093141 1.0506825 1.2154129 [231,] 1.1483099 1.2179367 1.0680104 1.2345369 [232,] 1.1569801 1.2276326 1.0882706 1.2544855 [233,] 1.1581798 1.2290166 1.0912289 1.2572028 [234,] 1.1595453 1.2306034 1.0946398 1.2602790 [235,] 1.1645640 1.2365364 1.1075582 1.2714093 [236,] 1.1674157 1.2399717 1.1151464 1.2775855 [237,] 1.1693102 1.2422765 1.1202775 1.2816200 [238,] 1.1700891 1.2432290 1.1224065 1.2832624 [239,] 1.1717562 1.2452766 1.1269998 1.2867459 [240,] 1.1734767 1.2474017 1.1317901 1.2902955 [241,] 1.1741423 1.2482268 1.1336562 1.2916564 [242,] 1.1900539 1.2684141 1.1799180 1.3223258 [243,] 1.1908974 1.2695103 1.1824282 1.3238605 [244,] 1.2035080 1.2862458 1.2199996 1.3459576 > str(pExT <- vapply(SmPen005TExp, predict, FUN.VALUE=newd, newdata = newd)); pExT num [1:244, 1:14] 1.27 1.35 1.36 1.38 1.4 ... - attr(*, "dimnames")=List of 2 ..$ : NULL ..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ... n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150 [1,] 1.267304 1.507881 0.4738904 0.3240400 0.6098033 0.8018265 0.7180358 0.9619139 0.6096456 0.7231293 [2,] 1.349557 1.595729 0.5680628 0.3738163 0.6620365 0.8869419 0.7719113 1.0112872 0.6462733 0.7734580 [3,] 1.359395 1.605867 0.5789087 0.3797409 0.6682642 0.8969804 0.7783036 1.0173563 0.6503853 0.7793385 [4,] 1.382330 1.629215 0.6038604 0.3935330 0.6827586 0.9201998 0.7931524 1.0315520 0.6598142 0.7929149 [5,] 1.398558 1.645501 0.6212380 0.4032765 0.6929979 0.9364545 0.8036104 1.0416074 0.6663831 0.8023918 [6,] 1.419936 1.666668 0.6437857 0.4160942 0.7064741 0.9576180 0.8173208 1.0548261 0.6749525 0.8146813 [7,] 1.421041 1.667753 0.6449406 0.4167562 0.7071703 0.9587036 0.8180273 1.0555077 0.6753937 0.8153099 [8,] 1.435668 1.682042 0.6601326 0.4255149 0.7163872 0.9729947 0.8273597 1.0645081 0.6812248 0.8235651 [9,] 1.451947 1.697775 0.6768316 0.4352534 0.7266456 0.9887167 0.8377052 1.0744513 0.6877079 0.8325996 [10,] 1.477373 1.722000 0.7024813 0.4504459 0.7426782 1.0128648 0.8537930 1.0897352 0.6978760 0.8463583 [11,] 1.484085 1.728327 0.7091657 0.4544531 0.7469145 1.0191529 0.8580280 1.0937077 0.7005759 0.8499142 [12,] 1.484854 1.729050 0.7099292 0.4549121 0.7474000 1.0198709 0.8585129 1.0941610 0.7008858 0.8503195 [13,] 1.486970 1.731038 0.7120284 0.4561755 0.7487365 1.0218448 0.8598474 1.0954066 0.7017391 0.8514329 [14,] 1.491598 1.735376 0.7166063 0.4589375 0.7516598 1.0261479 0.8627640 1.0981198 0.7036080 0.8538557 [15,] 1.496434 1.739894 0.7213715 0.4618228 0.7547159 1.0306248 0.8658096 1.1009388 0.7055653 0.8563700 [16,] 1.501868 1.744954 0.7267043 0.4650643 0.7581520 1.0356318 0.8692298 1.1040863 0.7077709 0.8591741 [17,] 1.512989 1.755256 0.7375463 0.4716958 0.7651917 1.0457994 0.8762229 1.1104575 0.7123077 0.8648408 [18,] 1.515732 1.757786 0.7402063 0.4733313 0.7669301 1.0482911 0.8779467 1.1120142 0.7134321 0.8662234 [19,] 1.519660 1.761400 0.7440042 0.4756724 0.7694201 1.0518467 0.8804134 1.1142319 0.7150456 0.8681919 [20,] 1.549629 1.788688 0.7725973 0.4935250 0.7884732 1.0785199 0.8991957 1.1307035 0.7275235 0.8827658 [21,] 1.551032 1.789953 0.7739191 0.4943603 0.7893673 1.0797483 0.9000734 1.1314539 0.7281153 0.8834279 [22,] 1.568366 1.805495 0.7901319 0.5046780 0.8004322 1.0947739 0.9109085 1.1405612 0.7354865 0.8914620 [23,] 1.581794 1.817424 0.8025386 0.5126670 0.8090235 1.1062162 0.9192912 1.1474036 0.7412671 0.8975067 [24,] 1.585065 1.820316 0.8055415 0.5146130 0.8111193 1.1089776 0.9213324 1.1490423 0.7426844 0.8989567 [25,] 1.595742 1.829716 0.8152876 0.5209628 0.8179661 1.1179167 0.9279911 1.1543129 0.7473329 0.9036296 [26,] 1.603587 1.836586 0.8223967 0.5256276 0.8230038 1.1244133 0.9328814 1.1581097 0.7507704 0.9070067 [27,] 1.611469 1.843456 0.8294944 0.5303132 0.8280704 1.1308785 0.9377928 1.1618588 0.7542417 0.9103523 [28,] 1.620222 1.851051 0.8373259 0.5355163 0.8337041 1.1379859 0.9432459 1.1659459 0.7581173 0.9140141 [29,] 1.622941 1.853402 0.8397470 0.5371320 0.8354550 1.1401774 0.9449391 1.1671987 0.7593251 0.9151398 [30,] 1.625663 1.855753 0.8421668 0.5387502 0.8372094 1.1423649 0.9466349 1.1684456 0.7605367 0.9162621 [31,] 1.626292 1.856295 0.8427250 0.5391240 0.8376147 1.1428691 0.9470266 1.1687325 0.7608168 0.9165205 [32,] 1.629230 1.858827 0.8453290 0.5408700 0.8395087 1.1452192 0.9488563 1.1700672 0.7621268 0.9177242 [33,] 1.629440 1.859008 0.8455149 0.5409948 0.8396442 1.1453869 0.9489871 1.1701623 0.7622206 0.9178100 [34,] 1.629860 1.859370 0.8458867 0.5412445 0.8399151 1.1457222 0.9492488 1.1703523 0.7624081 0.9179816 [35,] 1.644207 1.871669 0.8585094 0.5497692 0.8491749 1.1570618 0.9581821 1.1767279 0.7688382 0.9237667 [36,] 1.647175 1.874202 0.8611033 0.5515327 0.8510929 1.1593816 0.9600303 1.1780196 0.7701747 0.9249463 [37,] 1.658031 1.883429 0.8705381 0.5579816 0.8581137 1.1677875 0.9667892 1.1826629 0.7750798 0.9292100 [38,] 1.658885 1.884153 0.8712771 0.5584890 0.8586666 1.1684438 0.9673211 1.1830229 0.7754669 0.9295422 [39,] 1.660381 1.885420 0.8725700 0.5593776 0.8596349 1.1695912 0.9682525 1.1836515 0.7761452 0.9301228 [40,] 1.665090 1.889401 0.8766306 0.5621750 0.8626847 1.1731883 0.9711850 1.1856146 0.7782836 0.9319413 [41,] 1.666591 1.890668 0.8779217 0.5630666 0.8636571 1.1743299 0.9721197 1.1862353 0.7789662 0.9325179 [42,] 1.671963 1.895193 0.8825291 0.5662569 0.8671383 1.1783957 0.9754645 1.1884366 0.7814126 0.9345693 [43,] 1.674978 1.897727 0.8851068 0.5680476 0.8690934 1.1806645 0.9773421 1.1896586 0.7827883 0.9357128 [44,] 1.676487 1.898994 0.8863950 0.5689440 0.8700724 1.1817968 0.9782821 1.1902667 0.7834777 0.9362831 [45,] 1.679510 1.901528 0.8889700 0.5707391 0.8720334 1.1840569 0.9801646 1.1914771 0.7848596 0.9374208 [46,] 1.683187 1.904606 0.8920943 0.5729229 0.8744201 1.1867934 0.9824548 1.1929366 0.7865431 0.9387972 [47,] 1.684269 1.905511 0.8930127 0.5735660 0.8751231 1.1875965 0.9831294 1.1933637 0.7870394 0.9392009 [48,] 1.697096 1.916195 0.9038319 0.5811833 0.8834581 1.1970154 0.9911202 1.1983300 0.7929344 0.9439286 [49,] 1.697315 1.916376 0.9040150 0.5813128 0.8836000 1.1971741 0.9912562 1.1984130 0.7930350 0.9440082 [50,] 1.719044 1.934311 0.9220928 0.5942152 0.8977482 1.2127227 1.0047967 1.2064426 0.8030866 0.9517911 [51,] 1.722137 1.936848 0.9246414 0.5960519 0.8997652 1.2148949 1.0067247 1.2075484 0.8045237 0.9528772 [52,] 1.725014 1.939204 0.9270062 0.5977602 0.9016418 1.2169059 1.0085179 1.2085688 0.8058616 0.9538826 [53,] 1.727009 1.940835 0.9286423 0.5989443 0.9029430 1.2182947 1.0097610 1.2092715 0.8067897 0.9545768 [54,] 1.732115 1.945004 0.9328199 0.6019762 0.9062759 1.2218308 1.0129440 1.2110541 0.8091687 0.9563445 [55,] 1.733005 1.945730 0.9335459 0.6025044 0.9068566 1.2224438 1.0134985 1.2113621 0.8095835 0.9566509 [56,] 1.734562 1.946999 0.9348160 0.6034292 0.9078738 1.2235153 1.0144694 1.2118998 0.8103101 0.9571866 [57,] 1.734785 1.947180 0.9349974 0.6035614 0.9080191 1.2236682 1.0146082 1.2119765 0.8104140 0.9572631 [58,] 1.741476 1.952619 0.9404345 0.6075340 0.9123903 1.2282391 1.0187792 1.2142599 0.8135391 0.9595488 [59,] 1.756054 1.964409 0.9521825 0.6161895 0.9219251 1.2380290 1.0278677 1.2190981 0.8203682 0.9644523 [60,] 1.756955 1.965134 0.9529040 0.6167243 0.9225147 1.2386262 1.0284293 1.2193910 0.8207910 0.9647521 [61,] 1.760788 1.968219 0.9559684 0.6190001 0.9250243 1.2411577 1.0308191 1.2206298 0.8225912 0.9660234 [62,] 1.761239 1.968581 0.9563287 0.6192681 0.9253199 1.2414548 1.0311006 1.2207749 0.8228034 0.9661728 [63,] 1.761691 1.968944 0.9566890 0.6195362 0.9256156 1.2417518 1.0313821 1.2209199 0.8230156 0.9663220 [64,] 1.762143 1.969307 0.9570492 0.6198044 0.9259114 1.2420485 1.0316637 1.2210647 0.8232279 0.9664712 [65,] 1.763724 1.970577 0.9583097 0.6207435 0.9269474 1.2430861 1.0326498 1.2215704 0.8239714 0.9669931 [66,] 1.772560 1.977655 0.9653225 0.6259896 0.9327380 1.2488315 1.0381588 1.2243579 0.8281304 0.9698893 [67,] 1.772787 1.977837 0.9655021 0.6261244 0.9328869 1.2489780 1.0383004 1.2244287 0.8282374 0.9699633 [68,] 1.773241 1.978200 0.9658613 0.6263941 0.9331847 1.2492709 1.0385836 1.2245702 0.8284515 0.9701113 [69,] 1.786461 1.988730 0.9762577 0.6342435 0.9418586 1.2576960 1.0468248 1.2286160 0.8346900 0.9743848 [70,] 1.793105 1.993997 0.9814424 0.6381883 0.9462219 1.2618569 1.0509650 1.2305977 0.8378317 0.9765092 [71,] 1.794023 1.994723 0.9821569 0.6387334 0.9468251 1.2624281 1.0515370 1.2308689 0.8382662 0.9768017 [72,] 1.796090 1.996358 0.9837638 0.6399610 0.9481835 1.2637107 1.0528250 1.2314773 0.8392450 0.9774592 [73,] 1.797010 1.997084 0.9844778 0.6405070 0.9487878 1.2642797 1.0533979 1.2317468 0.8396804 0.9777512 [74,] 1.797699 1.997629 0.9850131 0.6409167 0.9492413 1.2647060 1.0538277 1.2319486 0.8400072 0.9779701 [75,] 1.800692 1.999991 0.9873320 0.6426936 0.9512084 1.2665488 1.0556916 1.2328199 0.8414252 0.9789181 [76,] 1.802074 2.001081 0.9884017 0.6435146 0.9521175 1.2673969 1.0565527 1.2332202 0.8420807 0.9793551 [77,] 1.806228 2.004352 0.9916090 0.6459811 0.9548493 1.2699321 1.0591391 1.2344144 0.8440511 0.9806649 [78,] 1.809696 2.007078 0.9942794 0.6480406 0.9571310 1.2720340 1.0612980 1.2354018 0.8456976 0.9817547 [79,] 1.810622 2.007805 0.9949913 0.6485904 0.9577403 1.2725928 1.0618742 1.2356639 0.8461374 0.9820450 [80,] 1.812707 2.009440 0.9965923 0.6498284 0.9591123 1.2738477 1.0631716 1.2362519 0.8471279 0.9826981 [81,] 1.813402 2.009986 0.9971259 0.6502414 0.9595700 1.2742652 1.0636043 1.2364474 0.8474584 0.9829156 [82,] 1.819904 2.015075 1.0021021 0.6541027 0.9638513 1.2781428 1.0676488 1.2382582 0.8505510 0.9849441 [83,] 1.820137 2.015257 1.0022797 0.6542408 0.9640045 1.2782807 1.0677935 1.2383225 0.8506617 0.9850164 [84,] 1.821765 2.016530 1.0035227 0.6552082 0.9650775 1.2792443 1.0688064 1.2387712 0.8514372 0.9855229 [85,] 1.824095 2.018348 1.0052979 0.6565917 0.9666122 1.2806172 1.0702545 1.2394098 0.8525465 0.9862461 [86,] 1.824328 2.018530 1.0054754 0.6567301 0.9667658 1.2807542 1.0703994 1.2394735 0.8526575 0.9863184 [87,] 1.825027 2.019075 1.0060078 0.6571455 0.9672267 1.2811650 1.0708342 1.2396644 0.8529907 0.9865353 [88,] 1.832971 2.025258 1.0120371 0.6618635 0.9724633 1.2857928 1.0757696 1.2418091 0.8567779 0.9889911 [89,] 1.835548 2.027259 1.0139861 0.6633940 0.9741627 1.2872787 1.0773696 1.2424957 0.8580075 0.9897849 [90,] 1.836017 2.027623 1.0143404 0.6636725 0.9744720 1.2875483 1.0776607 1.2426202 0.8582312 0.9899292 [91,] 1.836486 2.027987 1.0146947 0.6639510 0.9747813 1.2878177 1.0779518 1.2427445 0.8584551 0.9900734 [92,] 1.836720 2.028168 1.0148718 0.6640903 0.9749360 1.2879523 1.0780974 1.2428066 0.8585670 0.9901456 [93,] 1.837659 2.028896 1.0155802 0.6646477 0.9755551 1.2884904 1.0786799 1.2430548 0.8590150 0.9904341 [94,] 1.845416 2.034900 1.0214211 0.6692558 0.9806749 1.2929008 1.0834930 1.2450850 0.8627212 0.9928136 [95,] 1.846594 2.035810 1.0223056 0.6699556 0.9814527 1.2935646 1.0842235 1.2453899 0.8632844 0.9931741 [96,] 1.848009 2.036902 1.0233668 0.6707958 0.9823867 1.2943596 1.0851005 1.2457548 0.8639607 0.9936066 [97,] 1.853913 2.041452 1.0277864 0.6743033 0.9862865 1.2976541 1.0887593 1.2472644 0.8667857 0.9954085 [98,] 1.855806 2.042908 1.0292001 0.6754279 0.9875373 1.2987022 1.0899317 1.2477438 0.8676920 0.9959852 [99,] 1.858886 2.045274 1.0314967 0.6772575 0.9895726 1.3003989 1.0918386 1.2485191 0.8691672 0.9969224 [100,] 1.860784 2.046731 1.0329096 0.6783848 0.9908270 1.3014391 1.0930130 1.2489938 0.8700765 0.9974992 [101,] 1.863158 2.048551 1.0346754 0.6797955 0.9923968 1.3027351 1.0944822 1.2495848 0.8712147 0.9982203 [102,] 1.863871 2.049098 1.0352050 0.6802190 0.9928681 1.3031230 1.0949232 1.2497615 0.8715566 0.9984367 [103,] 1.864346 2.049462 1.0355581 0.6805014 0.9931825 1.3033814 1.0952172 1.2498792 0.8717845 0.9985810 [104,] 1.866487 2.051101 1.0371469 0.6817731 0.9945980 1.3045417 1.0965410 1.2504076 0.8728114 0.9992302 [105,] 1.867439 2.051829 1.0378529 0.6823387 0.9952277 1.3050561 1.0971296 1.2506417 0.8732682 0.9995189 [106,] 1.869344 2.053286 1.0392647 0.6834707 0.9964882 1.3060828 1.0983075 1.2511086 0.8741828 1.0000962 [107,] 1.870298 2.054014 1.0399706 0.6840371 0.9971189 1.3065951 1.0988967 1.2513415 0.8746405 1.0003850 [108,] 1.872444 2.055654 1.0415585 0.6853124 0.9985393 1.3077448 1.1002231 1.2518637 0.8756714 1.0010348 [109,] 1.876027 2.058386 1.0442046 0.6874409 1.0009104 1.3096526 1.1024358 1.2527295 0.8773931 1.0021184 [110,] 1.878419 2.060208 1.0459683 0.6888619 1.0024938 1.3109187 1.1039123 1.2533033 0.8785432 1.0028413 [111,] 1.880334 2.061665 1.0473791 0.6899998 1.0037621 1.3119281 1.1050944 1.2537605 0.8794647 1.0034199 [112,] 1.881532 2.062576 1.0482607 0.6907116 1.0045554 1.3125574 1.1058335 1.2540455 0.8800412 1.0037816 [113,] 1.886812 2.066585 1.0521394 0.6938480 1.0080525 1.3153127 1.1090890 1.2552916 0.8825838 1.0053746 [114,] 1.892346 2.070777 1.0561935 0.6971353 1.0117196 1.3181688 1.1124981 1.2565815 0.8852523 1.0070427 [115,] 1.895239 2.072964 1.0583083 0.6988538 1.0136373 1.3196491 1.1142790 1.2572496 0.8866488 1.0079143 [116,] 1.897170 2.074423 1.0597181 0.7000007 1.0149175 1.3206322 1.1154671 1.2576930 0.8875814 1.0084958 [117,] 1.899102 2.075881 1.0611279 0.7011486 1.0161991 1.3216123 1.1166558 1.2581350 0.8885154 1.0090777 [118,] 1.901037 2.077340 1.0625376 0.7022976 1.0174820 1.3225893 1.1178453 1.2585755 0.8894507 1.0096601 [119,] 1.902005 2.078069 1.0632425 0.7028724 1.0181240 1.3230767 1.1184403 1.2587953 0.8899188 1.0099515 [120,] 1.902247 2.078251 1.0634187 0.7030162 1.0182846 1.3231985 1.1185890 1.2588501 0.8900359 1.0100243 [121,] 1.905638 2.080804 1.0658855 0.7050303 1.0205345 1.3248977 1.1206728 1.2596161 0.8916775 1.0110451 [122,] 1.907578 2.082263 1.0672952 0.7061827 1.0218221 1.3258646 1.1218645 1.2600519 0.8926174 1.0116291 [123,] 1.914870 2.087736 1.0725814 0.7105129 1.0266627 1.3294635 1.1263389 1.2616740 0.8961545 1.0138238 [124,] 1.920234 2.091750 1.0764582 0.7136973 1.0302247 1.3320756 1.1296257 1.2628520 0.8987611 1.0154383 [125,] 1.920478 2.091932 1.0766344 0.7138422 1.0303868 1.3321938 1.1297752 1.2629053 0.8988798 1.0155118 [126,] 1.921454 2.092662 1.0773393 0.7144221 1.0310357 1.3326661 1.1303733 1.2631184 0.8993550 1.0158058 [127,] 1.922920 2.093757 1.0783968 0.7152923 1.0320096 1.3333731 1.1312708 1.2634374 0.9000685 1.0162473 [128,] 1.926100 2.096129 1.0806880 0.7171798 1.0341224 1.3348992 1.1332165 1.2641264 0.9016173 1.0172049 [129,] 1.927569 2.097225 1.0817456 0.7180518 1.0350987 1.3356008 1.1341151 1.2644433 0.9023334 1.0176476 [130,] 1.927814 2.097407 1.0819219 0.7181972 1.0352615 1.3357176 1.1342649 1.2644960 0.9024528 1.0177214 [131,] 1.929284 2.098502 1.0829796 0.7190698 1.0362388 1.3364172 1.1351638 1.2648122 0.9031699 1.0181644 [132,] 1.929529 2.098685 1.0831558 0.7192153 1.0364017 1.3365337 1.1353137 1.2648648 0.9032895 1.0182383 [133,] 1.931982 2.100510 1.0849188 0.7206711 1.0380324 1.3376956 1.1368128 1.2653901 0.9044869 1.0189777 [134,] 1.932964 2.101240 1.0856240 0.7212539 1.0386853 1.3381590 1.1374127 1.2655998 0.9049664 1.0192738 [135,] 1.933946 2.101971 1.0863293 0.7218369 1.0393386 1.3386217 1.1380127 1.2658091 0.9054464 1.0195701 [136,] 1.936158 2.103614 1.0879162 0.7231496 1.0408096 1.3396601 1.1393633 1.2662792 0.9065278 1.0202373 [137,] 1.936404 2.103797 1.0880926 0.7232955 1.0409731 1.3397752 1.1395134 1.2663313 0.9066480 1.0203115 [138,] 1.937634 2.104709 1.0889743 0.7240254 1.0417912 1.3403503 1.1402641 1.2665918 0.9072498 1.0206827 [139,] 1.938372 2.105257 1.0895034 0.7244635 1.0422823 1.3406947 1.1407146 1.2667479 0.9076111 1.0209056 [140,] 1.940096 2.106536 1.0907380 0.7254863 1.0434290 1.3414969 1.1417661 1.2671115 0.9084550 1.0214260 [141,] 1.942068 2.107996 1.0921491 0.7266561 1.0447408 1.3424108 1.1429684 1.2675261 0.9094210 1.0220216 [142,] 1.942561 2.108362 1.0925020 0.7269487 1.0450690 1.3426389 1.1432690 1.2676296 0.9096627 1.0221706 [143,] 1.946758 2.111467 1.0955013 0.7294383 1.0478619 1.3445699 1.1458260 1.2685067 0.9117215 1.0234392 [144,] 1.951457 2.114938 1.0988547 0.7322259 1.0509907 1.3467126 1.1486867 1.2694818 0.9140311 1.0248614 [145,] 1.953192 2.116217 1.1000905 0.7332544 1.0521454 1.3474980 1.1497414 1.2698397 0.9148843 1.0253866 [146,] 1.956912 2.118957 1.1027392 0.7354606 1.0546233 1.3491736 1.1520028 1.2706044 0.9167169 1.0265141 [147,] 1.957905 2.119688 1.1034457 0.7360495 1.0552849 1.3496188 1.1526061 1.2708078 0.9172066 1.0268152 [148,] 1.958899 2.120419 1.1041523 0.7366386 1.0559469 1.3500632 1.1532096 1.2710110 0.9176967 1.0271166 [149,] 1.961385 2.122247 1.1059190 0.7381126 1.0576033 1.3511713 1.1547189 1.2715180 0.9189237 1.0278709 [150,] 1.962878 2.123344 1.1069792 0.7389976 1.0585981 1.3518340 1.1556248 1.2718216 0.9196612 1.0283241 [151,] 1.964621 2.124623 1.1082163 0.7400309 1.0597598 1.3526052 1.1566821 1.2721752 0.9205228 1.0288535 [152,] 1.967363 2.126634 1.1101608 0.7416560 1.0615873 1.3538128 1.1583443 1.2727296 0.9218794 1.0296866 [153,] 1.975359 2.132485 1.1158212 0.7463941 1.0669186 1.3572965 1.1631850 1.2743346 0.9258444 1.0321191 [154,] 1.978866 2.135046 1.1182993 0.7484717 1.0692578 1.3588070 1.1653051 1.2750332 0.9275878 1.0331876 [155,] 1.979367 2.135411 1.1186535 0.7487688 1.0695923 1.3590221 1.1656081 1.2751329 0.9278373 1.0333404 [156,] 1.983132 2.138155 1.1213101 0.7509985 1.0721038 1.3606301 1.1678813 1.2758789 0.9297121 1.0344884 [157,] 1.983634 2.138521 1.1216644 0.7512960 1.0724390 1.3608438 1.1681845 1.2759782 0.9299625 1.0346416 [158,] 1.985142 2.139619 1.1227276 0.7521890 1.0734452 1.3614839 1.1690944 1.2762759 0.9307145 1.0351018 [159,] 1.990176 2.143278 1.1262730 0.7551694 1.0768044 1.3636069 1.1721287 1.2772659 0.9332285 1.0366390 [160,] 1.990680 2.143644 1.1266277 0.7554678 1.0771408 1.3638183 1.1724323 1.2773647 0.9334805 1.0367931 [161,] 1.993707 2.145840 1.1287564 0.7572592 1.0791608 1.3650833 1.1742543 1.2779569 0.9349950 1.0377182 [162,] 1.996737 2.148036 1.1308862 0.7590527 1.0811837 1.3663425 1.1760772 1.2785479 0.9365135 1.0386452 [163,] 1.996990 2.148219 1.1310637 0.7592023 1.0813524 1.3664471 1.1762292 1.2785971 0.9366403 1.0387226 [164,] 1.997496 2.148585 1.1314188 0.7595014 1.0816899 1.3666564 1.1765331 1.2786955 0.9368938 1.0388773 [165,] 1.999013 2.149684 1.1324842 0.7603992 1.0827028 1.3672831 1.1774450 1.2789905 0.9376552 1.0393417 [166,] 2.002811 2.152430 1.1351490 0.7626460 1.0852383 1.3688436 1.1797256 1.2797268 0.9395631 1.0405049 [167,] 2.006868 2.155359 1.1379933 0.7650462 1.0879478 1.3704984 1.1821597 1.2805106 0.9416055 1.0417488 [168,] 2.008138 2.156275 1.1388826 0.7657970 1.0887956 1.3710135 1.1829206 1.2807553 0.9422453 1.0421382 [169,] 2.011442 2.158656 1.1411957 0.7677508 1.0910021 1.3723481 1.1848997 1.2813907 0.9439123 1.0431522 [170,] 2.012969 2.159755 1.1422637 0.7686533 1.0920217 1.3729619 1.1858134 1.2816836 0.9446833 1.0436209 [171,] 2.016280 2.162136 1.1445790 0.7706106 1.0942331 1.3742870 1.1877937 1.2823178 0.9463576 1.0446382 [172,] 2.016790 2.162502 1.1449353 0.7709120 1.0945736 1.3744903 1.1880985 1.2824153 0.9466157 1.0447949 [173,] 2.021384 2.165800 1.1481438 0.7736266 1.0976418 1.3763132 1.1908421 1.2832919 0.9489435 1.0462076 [174,] 2.025219 2.168549 1.1508199 0.7758923 1.1002034 1.3778229 1.1931295 1.2840216 0.9508911 1.0473882 [175,] 2.036506 2.176614 1.1586826 0.7825567 1.1077423 1.3822036 1.1998452 1.2861582 0.9566454 1.0508693 [176,] 2.037792 2.177531 1.1595774 0.7833157 1.1086014 1.3826969 1.2006088 1.2864007 0.9573033 1.0512666 [177,] 2.038564 2.178081 1.1601143 0.7837713 1.1091170 1.3829925 1.2010671 1.2865462 0.9576985 1.0515051 [178,] 2.042943 2.181198 1.1631590 0.7863554 1.1120422 1.3846614 1.2036644 1.2873704 0.9599434 1.0528593 [179,] 2.048365 2.185050 1.1669246 0.7895530 1.1156631 1.3867088 1.2068742 1.2883880 0.9627302 1.0545379 [180,] 2.049140 2.185601 1.1674629 0.7900103 1.1161811 1.3870000 1.2073329 1.2885334 0.9631295 1.0547782 [181,] 2.051209 2.187068 1.1688990 0.7912304 1.1175631 1.3877751 1.2085562 1.2889209 0.9641960 1.0554197 [182,] 2.054576 2.189454 1.1712343 0.7932149 1.1198113 1.3890298 1.2105444 1.2895506 0.9659339 1.0564643 [183,] 2.054835 2.189637 1.1714140 0.7933677 1.1199844 1.3891261 1.2106974 1.2895991 0.9660679 1.0565447 [184,] 2.056909 2.191105 1.1728522 0.7945902 1.1213696 1.3898951 1.2119212 1.2899865 0.9671406 1.0571889 [185,] 2.068612 2.199365 1.1809569 0.8014832 1.1291830 1.3941806 1.2188084 1.2921665 0.9732177 1.0608308 [186,] 2.069394 2.199916 1.1814982 0.8019437 1.1297052 1.3944640 1.2192677 1.2923118 0.9736255 1.0610747 [187,] 2.074616 2.203589 1.1851095 0.8050169 1.1331906 1.3963451 1.2223304 1.2932814 0.9763523 1.0627045 [188,] 2.078016 2.205976 1.1874597 0.8070174 1.1354598 1.3975610 1.2243215 1.2939120 0.9781327 1.0637673 [189,] 2.079849 2.207262 1.1887262 0.8080956 1.1366829 1.3982134 1.2253938 1.2942517 0.9790941 1.0643408 [190,] 2.084306 2.210385 1.1918048 0.8107167 1.1396569 1.3997914 1.2279983 1.2950771 0.9814363 1.0657368 [191,] 2.086143 2.211672 1.1930737 0.8117971 1.1408829 1.4004386 1.2290709 1.2954173 0.9824040 1.0663131 [192,] 2.089560 2.214061 1.1954320 0.8138053 1.1431621 1.4016363 1.2310630 1.2960493 0.9842060 1.0673855 [193,] 2.090086 2.214428 1.1957951 0.8141144 1.1435130 1.4018201 1.2313695 1.2961466 0.9844838 1.0675507 [194,] 2.091665 2.215531 1.1968846 0.8150422 1.1445661 1.4023708 1.2322890 1.2964386 0.9853181 1.0680468 [195,] 2.095617 2.218288 1.1996107 0.8173637 1.1472015 1.4037427 1.2345879 1.2971690 0.9874101 1.0692899 [196,] 2.101161 2.222149 1.2034330 0.8206189 1.1508975 1.4056519 1.2378068 1.2981931 0.9903535 1.0710368 [197,] 2.103276 2.223620 1.2048909 0.8218605 1.1523074 1.4063758 1.2390331 1.2985838 0.9914793 1.0717044 [198,] 2.103540 2.223804 1.2050732 0.8220158 1.1524837 1.4064662 1.2391864 1.2986326 0.9916202 1.0717879 [199,] 2.112286 2.229874 1.2110985 0.8271467 1.1583114 1.4094313 1.2442452 1.3002475 0.9962923 1.0745546 [200,] 2.118134 2.233921 1.2151253 0.8305752 1.1622064 1.4113906 1.2476179 1.3013272 0.9994308 1.0764102 [201,] 2.125331 2.238891 1.2200786 0.8347915 1.1669973 1.4137764 1.2517569 1.3026561 1.0033089 1.0787002 [202,] 2.135495 2.245887 1.2270716 0.8407415 1.1737596 1.4170994 1.2575814 1.3045337 1.0088162 1.0819472 [203,] 2.138445 2.247913 1.2291007 0.8424674 1.1757213 1.4180539 1.2592672 1.3050789 1.0104211 1.0828926 [204,] 2.138982 2.248282 1.2294699 0.8427813 1.1760781 1.4182270 1.2595737 1.3051781 1.0107134 1.0830647 [205,] 2.142205 2.250492 1.2316866 0.8446661 1.1782207 1.4192638 1.2614125 1.3057740 1.0124708 1.0840992 [206,] 2.151091 2.256573 1.2377965 0.8498586 1.1841240 1.4220945 1.2664682 1.3074179 1.0173333 1.0869597 [207,] 2.152979 2.257863 1.2390952 0.8509619 1.1853783 1.4226912 1.2675404 1.3077676 1.0183704 1.0875694 [208,] 2.158655 2.261734 1.2429973 0.8542752 1.1891457 1.4244733 1.2707564 1.3088189 1.0214935 1.0894048 [209,] 2.164885 2.265975 1.2472811 0.8579104 1.1932793 1.4264116 1.2742775 1.3099743 1.0249346 1.0914261 [210,] 2.165157 2.266159 1.2474676 0.8580686 1.1934592 1.4264956 1.2744306 1.3100246 1.0250847 1.0915143 [211,] 2.168142 2.268188 1.2495204 0.8598097 1.1954391 1.4274174 1.2761141 1.3105787 1.0267385 1.0924854 [212,] 2.168686 2.268557 1.2498940 0.8601264 1.1957992 1.4275846 1.2764202 1.3106796 1.0270398 1.0926622 [213,] 2.170588 2.269848 1.2512019 0.8612353 1.1970602 1.4281692 1.2774913 1.3110329 1.0280953 1.0932819 [214,] 2.170860 2.270033 1.2513888 0.8613937 1.1972404 1.4282526 1.2776443 1.3110834 1.0282463 1.0933706 [215,] 2.174941 2.272800 1.2541954 0.8637721 1.1999452 1.4295006 1.2799391 1.3118419 1.0305156 1.0947026 [216,] 2.176031 2.273538 1.2549446 0.8644068 1.2006670 1.4298324 1.2805509 1.3120445 1.0311223 1.0950587 [217,] 2.201221 2.290523 1.2722739 0.8790570 1.2173300 1.4373509 1.2946077 1.3167445 1.0452558 1.1033531 [218,] 2.202322 2.291262 1.2730317 0.8796961 1.2180571 1.4376730 1.2952181 1.3169507 1.0458781 1.1037184 [219,] 2.213910 2.299024 1.2810114 0.8864177 1.2257044 1.4410308 1.3016232 1.3191256 1.0524506 1.1075783 [220,] 2.218339 2.301982 1.2840622 0.8889833 1.2286236 1.4422987 1.3040610 1.3199589 1.0549728 1.1090606 [221,] 2.225551 2.306790 1.2890325 0.8931580 1.2333744 1.4443459 1.3080197 1.3213192 1.0590929 1.1114836 [222,] 2.225829 2.306975 1.2892239 0.8933187 1.2335573 1.4444243 1.3081719 1.3213717 1.0592519 1.1115772 [223,] 2.231391 2.310674 1.2930583 0.8965350 1.2372178 1.4459877 1.3112144 1.3224235 1.0624400 1.1134536 [224,] 2.234177 2.312525 1.2949790 0.8981448 1.2390499 1.4467658 1.3127348 1.3229512 1.0640398 1.1143959 [225,] 2.238640 2.315485 1.2980569 0.9007225 1.2419839 1.4480060 1.3151662 1.3237980 1.0666075 1.1159091 [226,] 2.247029 2.321039 1.3038436 0.9055630 1.2474933 1.4503154 1.3197209 1.3253945 1.0714477 1.1187651 [227,] 2.256570 2.327335 1.3104265 0.9110604 1.2537503 1.4529078 1.3248758 1.3272179 1.0769730 1.1220317 [228,] 2.257132 2.327706 1.3108146 0.9113841 1.2541188 1.4530595 1.3251788 1.3273257 1.0772993 1.1222248 [229,] 2.260227 2.329744 1.3129504 0.9131656 1.2561462 1.4538922 1.3268448 1.3279193 1.0790964 1.1232891 [230,] 2.275472 2.339752 1.3234744 0.9219294 1.2661190 1.4579410 1.3350102 1.3308584 1.0879788 1.1285618 [231,] 2.314257 2.364992 1.3502613 0.9441403 1.2913741 1.4678631 1.3554697 1.3384622 1.1107517 1.1421999 [232,] 2.357395 2.392703 1.3800556 0.9687066 1.3192494 1.4783172 1.3776797 1.3471520 1.1362554 1.1577510 [233,] 2.363530 2.396613 1.3842912 0.9721888 1.3231938 1.4797585 1.3807903 1.3484071 1.1398900 1.1599981 [234,] 2.370557 2.401084 1.3891426 0.9761746 1.3277062 1.4813965 1.3843389 1.3498505 1.1440549 1.1625840 [235,] 2.396772 2.417677 1.4072320 0.9910117 1.3444787 1.4873889 1.3974356 1.3552880 1.1596025 1.1723450 [236,] 2.411905 2.427196 1.4176666 0.9995545 1.3541160 1.4907678 1.4048938 1.3584635 1.1685838 1.1780660 [237,] 2.422038 2.433545 1.4246503 1.0052663 1.3605507 1.4929994 1.4098464 1.3606041 1.1746000 1.1819340 [238,] 2.426221 2.436161 1.4275322 1.0076221 1.3632025 1.4939137 1.4118812 1.3614908 1.1770839 1.1835396 [239,] 2.435204 2.441768 1.4337200 1.0126777 1.3688890 1.4958638 1.4162322 1.3634011 1.1824194 1.1870060 [240,] 2.444517 2.447565 1.4401313 1.0179125 1.3747708 1.4978665 1.4207150 1.3653894 1.1879512 1.1906256 [241,] 2.448130 2.449810 1.4426178 1.0199418 1.3770491 1.4986385 1.4224466 1.3661629 1.1900976 1.1920372 [242,] 2.535579 2.503438 1.5026215 1.0687698 1.4315550 1.5165672 1.4630895 1.3851809 1.2421011 1.2274625 [243,] 2.540236 2.506257 1.5058064 1.0713545 1.4344225 1.5174864 1.4651865 1.3862088 1.2448776 1.2294109 [244,] 2.609375 2.547698 1.5529192 1.1095210 1.4765513 1.5307970 1.4955319 1.4017301 1.2862669 1.2588264 n=220 n=340 n=510 n=760 [1,] 0.7623044 0.6940066 0.8282042 0.6603015 [2,] 0.8044176 0.7679863 0.8228659 0.7140632 [3,] 0.8092083 0.7769083 0.8227340 0.7201621 [4,] 0.8201568 0.7975660 0.8228368 0.7341743 [5,] 0.8277303 0.8120193 0.8232618 0.7439327 [6,] 0.8375054 0.8308077 0.8242493 0.7565909 [7,] 0.8380049 0.8317707 0.8243130 0.7572383 [8,] 0.8445697 0.8444396 0.8252647 0.7657373 [9,] 0.8517803 0.8583593 0.8265477 0.7750384 [10,] 0.8628732 0.8796437 0.8289672 0.7892476 [11,] 0.8657723 0.8851555 0.8296829 0.7929376 [12,] 0.8661037 0.8857839 0.8297668 0.7933589 [13,] 0.8670153 0.8875103 0.8299997 0.7945170 [14,] 0.8690049 0.8912682 0.8305188 0.7970421 [15,] 0.8710787 0.8951690 0.8310749 0.7996706 [16,] 0.8734031 0.8995204 0.8317160 0.8026129 [17,] 0.8781422 0.9083167 0.8330777 0.8086012 [18,] 0.8793078 0.9104636 0.8334233 0.8100725 [19,] 0.8809744 0.9135206 0.8339244 0.8121749 [20,] 0.8936168 0.9361952 0.8379873 0.8281178 [21,] 0.8942059 0.9372280 0.8381884 0.8288615 [22,] 0.9014711 0.9497791 0.8407620 0.8380453 [23,] 0.9070845 0.9592332 0.8428791 0.8451592 [24,] 0.9084508 0.9615011 0.8434117 0.8468932 [25,] 0.9129068 0.9688062 0.8451954 0.8525555 [26,] 0.9161790 0.9740801 0.8465500 0.8567197 [27,] 0.9194656 0.9792987 0.8479479 0.8609070 [28,] 0.9231155 0.9850012 0.8495432 0.8655624 [29,] 0.9242491 0.9867522 0.8500477 0.8670092 [30,] 0.9253845 0.9884966 0.8505572 0.8684588 [31,] 0.9256468 0.9888982 0.8506755 0.8687937 [32,] 0.9268721 0.9907677 0.8512311 0.8703586 [33,] 0.9269597 0.9909009 0.8512710 0.8704705 [34,] 0.9271349 0.9911673 0.8513509 0.8706943 [35,] 0.9331177 1.0001303 0.8541397 0.8783446 [36,] 0.9343553 1.0019530 0.8547316 0.8799290 [37,] 0.9388810 1.0085260 0.8569400 0.8857245 [38,] 0.9392371 1.0090370 0.8571168 0.8861805 [39,] 0.9398606 1.0099297 0.8574273 0.8869790 [40,] 0.9418234 1.0127219 0.8584134 0.8894922 [41,] 0.9424489 1.0136062 0.8587304 0.8902930 [42,] 0.9446867 1.0167474 0.8598758 0.8931570 [43,] 0.9459424 1.0184951 0.8605261 0.8947634 [44,] 0.9465710 1.0193658 0.8608537 0.8955673 [45,] 0.9478294 1.0211012 0.8615137 0.8971760 [46,] 0.9493599 1.0231973 0.8623238 0.8991314 [47,] 0.9498105 1.0238115 0.8625639 0.8997068 [48,] 0.9551427 1.0309782 0.8654581 0.9065061 [49,] 0.9552333 1.0310984 0.8655081 0.9066215 [50,] 0.9642325 1.0427781 0.8706174 0.9180468 [51,] 0.9655090 1.0443946 0.8713646 0.9196624 [52,] 0.9666949 1.0458876 0.8720639 0.9211623 [53,] 0.9675162 1.0469168 0.8725511 0.9222005 [54,] 0.9696161 1.0495300 0.8738075 0.9248526 [55,] 0.9699814 1.0499820 0.8740276 0.9253137 [56,] 0.9706208 1.0507713 0.8744141 0.9261204 [57,] 0.9707121 1.0508839 0.8744695 0.9262357 [58,] 0.9734531 1.0542394 0.8761438 0.9296912 [59,] 0.9793920 1.0613660 0.8798649 0.9371698 [60,] 0.9797574 1.0617981 0.8800981 0.9376298 [61,] 0.9813097 1.0636260 0.8810940 0.9395851 [62,] 0.9814922 1.0638402 0.8812117 0.9398152 [63,] 0.9816748 1.0640542 0.8813296 0.9400452 [64,] 0.9818574 1.0642679 0.8814475 0.9402753 [65,] 0.9824963 1.0650147 0.8818613 0.9410805 [66,] 0.9860528 1.0691327 0.8841916 0.9455696 [67,] 0.9861439 1.0692374 0.8842519 0.9456848 [68,] 0.9863261 1.0694465 0.8843726 0.9459152 [69,] 0.9916021 1.0754294 0.8879197 0.9526079 [70,] 0.9942330 1.0783613 0.8897261 0.9559650 [71,] 0.9945955 1.0787626 0.8899769 0.9564287 [72,] 0.9954106 1.0796627 0.8905428 0.9574728 [73,] 0.9957728 1.0800616 0.8907949 0.9579371 [74,] 0.9960443 1.0803602 0.8909842 0.9582855 [75,] 0.9972200 1.0816494 0.8918074 0.9597964 [76,] 0.9977623 1.0822417 0.8921887 0.9604944 [77,] 0.9993873 1.0840086 0.8933379 0.9625913 [78,] 1.0007395 1.0854692 0.8943015 0.9643422 [79,] 1.0010997 1.0858570 0.8945594 0.9648097 [80,] 1.0019098 1.0867266 0.8951410 0.9658623 [81,] 1.0021797 1.0870156 0.8953353 0.9662135 [82,] 1.0046945 1.0896927 0.8971590 0.9694979 [83,] 1.0047842 1.0897876 0.8972245 0.9696154 [84,] 1.0054117 1.0904508 0.8976835 0.9704387 [85,] 1.0063072 1.0913942 0.8983411 0.9716162 [86,] 1.0063967 1.0914883 0.8984070 0.9717341 [87,] 1.0066651 1.0917702 0.8986048 0.9720878 [88,] 1.0097009 1.0949362 0.9008606 0.9761079 [89,] 1.0106805 1.0959488 0.9015959 0.9774134 [90,] 1.0108584 1.0961323 0.9017299 0.9776510 [91,] 1.0110363 1.0963157 0.9018639 0.9778888 [92,] 1.0111253 1.0964073 0.9019310 0.9780076 [93,] 1.0114810 1.0967732 0.9021995 0.9784834 [94,] 1.0144088 1.0997638 0.9044272 0.9824220 [95,] 1.0148514 1.1002126 0.9047668 0.9830209 [96,] 1.0153821 1.1007496 0.9051749 0.9837404 [97,] 1.0175893 1.1029694 0.9068831 0.9867478 [98,] 1.0182941 1.1036737 0.9074324 0.9877135 [99,] 1.0194380 1.1048120 0.9083277 0.9892862 [100,] 1.0201409 1.1055088 0.9088803 0.9902562 [101,] 1.0210186 1.1063756 0.9095728 0.9914712 [102,] 1.0212816 1.1066348 0.9097809 0.9918362 [103,] 1.0214570 1.1068074 0.9099198 0.9920797 [104,] 1.0222454 1.1075817 0.9105457 0.9931767 [105,] 1.0225955 1.1079246 0.9108243 0.9936649 [106,] 1.0232951 1.1086085 0.9113826 0.9946428 [107,] 1.0236447 1.1089493 0.9116622 0.9951325 [108,] 1.0244305 1.1097136 0.9122924 0.9962358 [109,] 1.0257380 1.1109795 0.9133462 0.9980797 [110,] 1.0266082 1.1118180 0.9140510 0.9993127 [111,] 1.0273036 1.1124856 0.9146162 1.0003012 [112,] 1.0277377 1.1129015 0.9149701 1.0009200 [113,] 1.0296445 1.1147184 0.9165324 1.0036518 [114,] 1.0316314 1.1165956 0.9181750 1.0065246 [115,] 1.0326653 1.1175661 0.9190356 1.0080305 [116,] 1.0333535 1.1182097 0.9196107 1.0090373 [117,] 1.0340408 1.1188507 0.9201869 1.0100463 [118,] 1.0347272 1.1194890 0.9207642 1.0110576 [119,] 1.0350701 1.1198071 0.9210532 1.0115641 [120,] 1.0351557 1.1198865 0.9211255 1.0116908 [121,] 1.0363538 1.1209942 0.9221394 1.0134689 [122,] 1.0370371 1.1216236 0.9227202 1.0144883 [123,] 1.0395912 1.1239606 0.9249072 1.0183328 [124,] 1.0414556 1.1256515 0.9265199 1.0211745 [125,] 1.0415401 1.1257279 0.9265933 1.0213042 [126,] 1.0418782 1.1260331 0.9268874 1.0218230 [127,] 1.0423849 1.1264898 0.9273289 1.0226025 [128,] 1.0434809 1.1274745 0.9282873 1.0242963 [129,] 1.0439858 1.1279268 0.9287305 1.0250803 [130,] 1.0440699 1.1280020 0.9288044 1.0252111 [131,] 1.0445741 1.1284527 0.9292482 1.0259968 [132,] 1.0446581 1.1285277 0.9293222 1.0261279 [133,] 1.0454971 1.1292754 0.9300631 1.0274409 [134,] 1.0458322 1.1295734 0.9303599 1.0279672 [135,] 1.0461671 1.1298709 0.9306569 1.0284941 [136,] 1.0469196 1.1305379 0.9313259 1.0296819 [137,] 1.0470031 1.1306118 0.9314003 1.0298141 [138,] 1.0474206 1.1309809 0.9317726 1.0304756 [139,] 1.0476708 1.1312018 0.9319961 1.0308729 [140,] 1.0482542 1.1317162 0.9325181 1.0318014 [141,] 1.0489200 1.1323018 0.9331155 1.0328648 [142,] 1.0490863 1.1324478 0.9332650 1.0331311 [143,] 1.0504972 1.1336832 0.9345379 1.0354002 [144,] 1.0520687 1.1350515 0.9359651 1.0379490 [145,] 1.0526463 1.1355524 0.9364922 1.0388914 [146,] 1.0538814 1.1366197 0.9376240 1.0409166 [147,] 1.0542102 1.1369030 0.9379263 1.0414580 [148,] 1.0545388 1.1371857 0.9382289 1.0420000 [149,] 1.0553591 1.1378900 0.9389864 1.0433572 [150,] 1.0558505 1.1383109 0.9394416 1.0441732 [151,] 1.0564232 1.1388004 0.9399734 1.0451267 [152,] 1.0573216 1.1395662 0.9408105 1.0466283 [153,] 1.0599246 1.1417703 0.9432563 1.0510179 [154,] 1.0610585 1.1427237 0.9443315 1.0529480 [155,] 1.0612202 1.1428594 0.9444854 1.0532242 [156,] 1.0624313 1.1438726 0.9456414 1.0552993 [157,] 1.0625925 1.1440072 0.9457958 1.0555765 [158,] 1.0630758 1.1444100 0.9462595 1.0564086 [159,] 1.0646826 1.1457442 0.9478094 1.0591895 [160,] 1.0648429 1.1458768 0.9479648 1.0594682 [161,] 1.0658037 1.1466703 0.9488985 1.0611424 [162,] 1.0667622 1.1474590 0.9498347 1.0628203 [163,] 1.0668419 1.1475246 0.9499129 1.0629603 [164,] 1.0670014 1.1476555 0.9500692 1.0632403 [165,] 1.0674795 1.1480476 0.9505386 1.0640811 [166,] 1.0686724 1.1490229 0.9517152 1.0661869 [167,] 1.0699408 1.1500555 0.9529752 1.0684392 [168,] 1.0703364 1.1503766 0.9533700 1.0691442 [169,] 1.0713631 1.1512081 0.9543990 1.0709802 [170,] 1.0718361 1.1515901 0.9548752 1.0718288 [171,] 1.0728589 1.1524144 0.9559097 1.0736704 [172,] 1.0730160 1.1525408 0.9560691 1.0739540 [173,] 1.0744273 1.1536734 0.9575088 1.0765106 [174,] 1.0755996 1.1546106 0.9587146 1.0786462 [175,] 1.0790177 1.1573275 0.9622865 1.0849374 [176,] 1.0794041 1.1576334 0.9626959 1.0856548 [177,] 1.0796358 1.1578167 0.9629418 1.0860855 [178,] 1.0809459 1.1588514 0.9643409 1.0885294 [179,] 1.0825576 1.1601214 0.9660814 1.0915565 [180,] 1.0827873 1.1603021 0.9663311 1.0919897 [181,] 1.0833989 1.1607831 0.9669986 1.0931457 [182,] 1.0843904 1.1615621 0.9680876 1.0950270 [183,] 1.0844666 1.1616219 0.9681716 1.0951718 [184,] 1.0850752 1.1620996 0.9688447 1.0963314 [185,] 1.0884773 1.1647656 0.9726711 1.1028776 [186,] 1.0887028 1.1649422 0.9729287 1.1033154 [187,] 1.0902019 1.1661156 0.9746540 1.1062382 [188,] 1.0911724 1.1668751 0.9757832 1.1081420 [189,] 1.0916936 1.1672831 0.9763938 1.1091683 [190,] 1.0929555 1.1682712 0.9778844 1.1116643 [191,] 1.0934736 1.1686769 0.9785013 1.1126935 [192,] 1.0944331 1.1694289 0.9796520 1.1146069 [193,] 1.0945805 1.1695444 0.9798296 1.1149015 [194,] 1.0950220 1.1698906 0.9803634 1.1157857 [195,] 1.0961229 1.1707544 0.9817038 1.1179986 [196,] 1.0976568 1.1719600 0.9835951 1.1211021 [197,] 1.0982389 1.1724182 0.9843201 1.1222861 [198,] 1.0983115 1.1724755 0.9844109 1.1224341 [199,] 1.1006987 1.1743602 0.9874288 1.1273270 [200,] 1.1022782 1.1756130 0.9894643 1.1305962 [201,] 1.1042034 1.1771478 0.9919882 1.1346151 [202,] 1.1068881 1.1793051 0.9955899 1.1402818 [203,] 1.1076598 1.1799295 0.9966435 1.1419238 [204,] 1.1077999 1.1800430 0.9968357 1.1422224 [205,] 1.1086385 1.1807244 0.9979919 1.1440144 [206,] 1.1109297 1.1825998 1.0012036 1.1489447 [207,] 1.1114129 1.1829981 1.0018910 1.1499908 [208,] 1.1128567 1.1841946 1.0039669 1.1531294 [209,] 1.1144279 1.1855082 1.0062641 1.1565669 [210,] 1.1144960 1.1855654 1.0063645 1.1567164 [211,] 1.1152434 1.1861950 1.0074727 1.1583602 [212,] 1.1153791 1.1863096 1.0076748 1.1586591 [213,] 1.1158532 1.1867109 1.0083837 1.1597051 [214,] 1.1159209 1.1867683 1.0084852 1.1598545 [215,] 1.1169334 1.1876300 1.0100132 1.1620956 [216,] 1.1172026 1.1878602 1.0104226 1.1626931 [217,] 1.1233085 1.1932072 1.0200670 1.1764157 [218,] 1.1235703 1.1934421 1.0204966 1.1770109 [219,] 1.1263009 1.1959219 1.0250610 1.1832515 [220,] 1.1273328 1.1968728 1.0268262 1.1856234 [221,] 1.1290000 1.1984256 1.0297261 1.1894697 [222,] 1.1290639 1.1984855 1.0298384 1.1896174 [223,] 1.1303381 1.1996866 1.0320974 1.1925682 [224,] 1.1309728 1.2002892 1.0332359 1.1940408 [225,] 1.1319847 1.2012564 1.0350701 1.1963928 [226,] 1.1338712 1.2030796 1.0385514 1.2007881 [227,] 1.1359922 1.2051616 1.0425644 1.2057434 [228,] 1.1361165 1.2052846 1.0428027 1.2060340 [229,] 1.1367987 1.2059621 1.0441178 1.2076300 [230,] 1.1401225 1.2093141 1.0506825 1.2154129 [231,] 1.1483099 1.2179367 1.0680104 1.2345369 [232,] 1.1569801 1.2276326 1.0882706 1.2544855 [233,] 1.1581798 1.2290166 1.0912289 1.2572028 [234,] 1.1595453 1.2306034 1.0946398 1.2602790 [235,] 1.1645640 1.2365364 1.1075582 1.2714093 [236,] 1.1674157 1.2399717 1.1151464 1.2775855 [237,] 1.1693102 1.2422765 1.1202775 1.2816200 [238,] 1.1700891 1.2432290 1.1224065 1.2832624 [239,] 1.1717562 1.2452766 1.1269998 1.2867459 [240,] 1.1734767 1.2474017 1.1317901 1.2902955 [241,] 1.1741423 1.2482268 1.1336562 1.2916564 [242,] 1.1900539 1.2684141 1.1799180 1.3223258 [243,] 1.1908974 1.2695103 1.1824282 1.3238605 [244,] 1.2035080 1.2862458 1.2199996 1.3459576 > > str(pSqF <- vapply(SmPen02FSqr, predict, FUN.VALUE=newd, newdata = newd)); pSqF num [1:244, 1:14] -0.151 -0.126 -0.124 -0.117 -0.112 ... - attr(*, "dimnames")=List of 2 ..$ : NULL ..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ... n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 [1,] -0.1506587398 9.802575e-03 0.2446754 0.2293491 0.4426582 0.2391261 0.2408541 0.12172883 0.15386489 [2,] -0.1263670416 -3.695279e-03 0.2568891 0.2150885 0.4411971 0.2167494 0.2258436 0.09796841 0.12677379 [3,] -0.1235285323 -5.047894e-03 0.2583412 0.2135787 0.4411522 0.2144011 0.2242379 0.09553096 0.12379581 [4,] -0.1169629940 -7.996774e-03 0.2617207 0.2102103 0.4411451 0.2091792 0.2206452 0.09015162 0.11705733 [5,] -0.1123601304 -9.914619e-03 0.2641067 0.2079512 0.4412191 0.2056917 0.2182284 0.08659157 0.11246077 [6,] -0.1063489147 -1.223396e-02 0.2672431 0.2051271 0.4414118 0.2013504 0.2152004 0.08219840 0.10662053 [7,] -0.1060398066 -1.234756e-02 0.2674050 0.2049857 0.4414246 0.2011337 0.2150486 0.08198022 0.10632529 [8,] -0.1019622110 -1.379420e-02 0.2695460 0.2031559 0.4416198 0.1983336 0.2130834 0.07917191 0.10247804 [9,] -0.0974551478 -1.528114e-02 0.2719243 0.2012089 0.4418916 0.1953659 0.2109906 0.07621694 0.09832978 [10,] -0.0904791454 -1.735147e-02 0.2756290 0.1983507 0.4424264 0.1910338 0.2079186 0.07194522 0.09213076 [11,] -0.0886502192 -1.784832e-02 0.2766049 0.1976324 0.4425893 0.1899502 0.2071473 0.07088461 0.09055107 [12,] -0.0884410183 -1.790395e-02 0.2767167 0.1975511 0.4426085 0.1898276 0.2070600 0.07076484 0.09037161 [13,] -0.0878655245 -1.805570e-02 0.2770242 0.1973282 0.4426620 0.1894919 0.2068208 0.07043699 0.08987921 [14,] -0.0866089268 -1.838059e-02 0.2776964 0.1968459 0.4427820 0.1887662 0.2063033 0.06972937 0.08881069 [15,] -0.0852985480 -1.870997e-02 0.2783983 0.1963495 0.4429117 0.1880203 0.2057710 0.06900348 0.08770622 [16,] -0.0838291981 -1.906793e-02 0.2791865 0.1958006 0.4430628 0.1871969 0.2051828 0.06820400 0.08647966 [17,] -0.0808323778 -1.976096e-02 0.2807978 0.1947067 0.4433892 0.1855604 0.2040124 0.06662029 0.08401716 [18,] -0.0800951570 -1.992387e-02 0.2811949 0.1944428 0.4434732 0.1851666 0.2037305 0.06624024 0.08341944 [19,] -0.0790411901 -2.015160e-02 0.2817632 0.1940692 0.4435959 0.1846096 0.2033316 0.06570340 0.08257044 [20,] -0.0710534885 -2.168202e-02 0.2860893 0.1913742 0.4446216 0.1806165 0.2004679 0.06187845 0.07634813 [21,] -0.0706818984 -2.174489e-02 0.2862914 0.1912547 0.4446734 0.1804405 0.2003416 0.06171080 0.07606780 [22,] -0.0661072177 -2.245922e-02 0.2887849 0.1898258 0.4453405 0.1783446 0.1988376 0.05971997 0.07268339 [23,] -0.0625845582 -2.293470e-02 0.2907123 0.1887789 0.4458909 0.1768194 0.1977442 0.05827760 0.07016152 [24,] -0.0617290254 -2.304049e-02 0.2911813 0.1885316 0.4460294 0.1764606 0.1974871 0.05793898 0.06956012 [25,] -0.0589443451 -2.335877e-02 0.2927105 0.1877453 0.4464928 0.1753239 0.1966739 0.05686792 0.06763266 [26,] -0.0569053188 -2.356674e-02 0.2938326 0.1871878 0.4468444 0.1745218 0.1961010 0.05611336 0.06625045 [27,] -0.0548628511 -2.375396e-02 0.2949586 0.1866445 0.4472070 0.1737439 0.1955465 0.05538224 0.06489060 [28,] -0.0526013757 -2.393678e-02 0.2962077 0.1860608 0.4476205 0.1729124 0.1949552 0.05460105 0.06341371 [29,] -0.0519005405 -2.398825e-02 0.2965953 0.1858837 0.4477512 0.1726610 0.1947768 0.05436490 0.06296215 [30,] -0.0511993009 -2.403730e-02 0.2969834 0.1857083 0.4478832 0.1724125 0.1946006 0.05413140 0.06251322 [31,] -0.0510374189 -2.404828e-02 0.2970730 0.1856681 0.4479139 0.1723555 0.1945603 0.05407789 0.06241000 [32,] -0.0502816845 -2.409780e-02 0.2974915 0.1854814 0.4480577 0.1720917 0.1943735 0.05383001 0.06193015 [33,] -0.0502276855 -2.410123e-02 0.2975214 0.1854682 0.4480681 0.1720730 0.1943603 0.05381242 0.06189599 [34,] -0.0501196803 -2.410805e-02 0.2975813 0.1854417 0.4480888 0.1720356 0.1943338 0.05377729 0.06182773 [35,] -0.0464417938 -2.430590e-02 0.2996222 0.1845651 0.4488101 0.1708050 0.1934662 0.05261925 0.05954389 [36,] -0.0456832030 -2.433845e-02 0.3000439 0.1843903 0.4489630 0.1705613 0.1932952 0.05238956 0.05908269 [37,] -0.0429157755 -2.443349e-02 0.3015847 0.1837703 0.4495322 0.1697017 0.1926946 0.05157765 0.05742873 [38,] -0.0426984573 -2.443939e-02 0.3017059 0.1837227 0.4495777 0.1696361 0.1926489 0.05151561 0.05730074 [39,] -0.0423180576 -2.444915e-02 0.3019180 0.1836399 0.4496576 0.1695221 0.1925696 0.05140761 0.05707737 [40,] -0.0411217461 -2.447532e-02 0.3025854 0.1833829 0.4499110 0.1691690 0.1923246 0.05107291 0.05638038 [41,] -0.0407408564 -2.448221e-02 0.3027981 0.1833021 0.4499924 0.1690584 0.1922481 0.05096792 0.05616022 [42,] -0.0393795699 -2.450116e-02 0.3035586 0.1830177 0.4502860 0.1686701 0.1919802 0.05059887 0.05538025 [43,] -0.0386165894 -2.450790e-02 0.3039853 0.1828611 0.4504525 0.1684573 0.1918339 0.05039625 0.05494780 [44,] -0.0382349213 -2.451024e-02 0.3041988 0.1827836 0.4505363 0.1683521 0.1917617 0.05029602 0.05473274 [45,] -0.0374712293 -2.451283e-02 0.3046262 0.1826300 0.4507050 0.1681444 0.1916195 0.05009775 0.05430495 [46,] -0.0365432508 -2.451226e-02 0.3051460 0.1824461 0.4509118 0.1678965 0.1914505 0.04986089 0.05378969 [47,] -0.0362701826 -2.451132e-02 0.3052990 0.1823926 0.4509731 0.1678246 0.1914015 0.04979204 0.05363901 [48,] -0.0330433978 -2.447360e-02 0.3071095 0.1817798 0.4517098 0.1670078 0.1908504 0.04900752 0.05189114 [49,] -0.0329886336 -2.447254e-02 0.3071403 0.1817697 0.4517225 0.1669945 0.1908415 0.04899467 0.05186199 [50,] -0.0275549353 -2.429800e-02 0.3101996 0.1808210 0.4530175 0.1657596 0.1900291 0.04779549 0.04905579 [51,] -0.0267846048 -2.426224e-02 0.3106344 0.1806948 0.4532065 0.1655986 0.1899256 0.04763763 0.04867165 [52,] -0.0260688691 -2.422658e-02 0.3110385 0.1805794 0.4533833 0.1654521 0.1898321 0.04749365 0.04831778 [53,] -0.0255731178 -2.420051e-02 0.3113186 0.1805005 0.4535065 0.1653523 0.1897688 0.04739544 0.04807439 [54,] -0.0243052978 -2.412875e-02 0.3120353 0.1803025 0.4538239 0.1651038 0.1896123 0.04714992 0.04745832 [55,] -0.0240846752 -2.411552e-02 0.3121601 0.1802687 0.4538795 0.1650615 0.1895859 0.04710802 0.04735204 [56,] -0.0236984914 -2.409183e-02 0.3123786 0.1802098 0.4539771 0.1649881 0.1895402 0.04703527 0.04716669 [57,] -0.0236433125 -2.408839e-02 0.3124098 0.1802014 0.4539910 0.1649777 0.1895338 0.04702494 0.04714028 [58,] -0.0219868060 -2.397869e-02 0.3133477 0.1799548 0.4544136 0.1646735 0.1893467 0.04672185 0.04635539 [59,] -0.0183901330 -2.369810e-02 0.3153884 0.1794518 0.4553518 0.1640676 0.1889872 0.04611105 0.04470519 [60,] -0.0181684602 -2.367891e-02 0.3155143 0.1794222 0.4554106 0.1640327 0.1889672 0.04607551 0.04460591 [61,] -0.0172259116 -2.359491e-02 0.3160501 0.1792983 0.4556616 0.1638875 0.1888846 0.04592715 0.04418690 [62,] -0.0171149768 -2.358477e-02 0.3161132 0.1792840 0.4556913 0.1638708 0.1888752 0.04590998 0.04413792 [63,] -0.0170040321 -2.357457e-02 0.3161763 0.1792696 0.4557210 0.1638541 0.1888658 0.04589287 0.04408901 [64,] -0.0168930776 -2.356431e-02 0.3162394 0.1792553 0.4557507 0.1638375 0.1888565 0.04587581 0.04404016 [65,] -0.0165046592 -2.352798e-02 0.3164604 0.1792056 0.4558550 0.1637799 0.1888244 0.04581660 0.04386972 [66,] -0.0143384035 -2.331313e-02 0.3176942 0.1789377 0.4564426 0.1634745 0.1886593 0.04550005 0.04293504 [67,] -0.0142828092 -2.330735e-02 0.3177258 0.1789310 0.4564578 0.1634670 0.1886553 0.04549223 0.04291141 [68,] -0.0141716131 -2.329574e-02 0.3177892 0.1789177 0.4564882 0.1634521 0.1886475 0.04547664 0.04286419 [69,] -0.0109426301 -2.293499e-02 0.3196325 0.1785494 0.4573840 0.1630500 0.1884476 0.04505041 0.04152422 [70,] -0.0093250192 -2.273723e-02 0.3205578 0.1783781 0.4578411 0.1628709 0.1883671 0.04485611 0.04087552 [71,] -0.0091017371 -2.270905e-02 0.3206857 0.1783551 0.4579046 0.1628473 0.1883570 0.04483029 0.04078716 [72,] -0.0085992073 -2.264483e-02 0.3209734 0.1783040 0.4580480 0.1627954 0.1883353 0.04477308 0.04058935 [73,] -0.0083757963 -2.261593e-02 0.3211014 0.1782816 0.4581119 0.1627727 0.1883260 0.04474804 0.04050188 [74,] -0.0082082120 -2.259411e-02 0.3211974 0.1782649 0.4581599 0.1627559 0.1883192 0.04472942 0.04043645 [75,] -0.0074817556 -2.249814e-02 0.3216138 0.1781935 0.4583687 0.1626850 0.1882915 0.04465027 0.04015471 [76,] -0.0071463267 -2.245306e-02 0.3218061 0.1781611 0.4584655 0.1626532 0.1882795 0.04461459 0.04002564 [77,] -0.0061395038 -2.231486e-02 0.3223838 0.1780661 0.4587574 0.1625617 0.1882472 0.04451078 0.03964214 [78,] -0.0052998703 -2.219630e-02 0.3228659 0.1779895 0.4590024 0.1624898 0.1882241 0.04442796 0.03932679 [79,] -0.0050758736 -2.216417e-02 0.3229946 0.1779695 0.4590681 0.1624713 0.1882185 0.04440644 0.03924334 [80,] -0.0045717357 -2.209106e-02 0.3232843 0.1779250 0.4592161 0.1624307 0.1882069 0.04435889 0.03905660 [81,] -0.0044036450 -2.206645e-02 0.3233809 0.1779103 0.4592656 0.1624175 0.1882034 0.04434331 0.03899466 [82,] -0.0028337188 -2.183076e-02 0.3242840 0.1777780 0.4597307 0.1623016 0.1881769 0.04420438 0.03842404 [83,] -0.0027776139 -2.182215e-02 0.3243163 0.1777734 0.4597474 0.1622977 0.1881762 0.04419964 0.03840391 [84,] -0.0023848101 -2.176146e-02 0.3245424 0.1777416 0.4598647 0.1622711 0.1881716 0.04416683 0.03826349 [85,] -0.0018234501 -2.167360e-02 0.3248658 0.1776971 0.4600327 0.1622344 0.1881665 0.04412124 0.03806435 [86,] -0.0017673004 -2.166473e-02 0.3248981 0.1776927 0.4600496 0.1622309 0.1881661 0.04411677 0.03804453 [87,] -0.0015988363 -2.163807e-02 0.3249952 0.1776796 0.4601001 0.1622203 0.1881649 0.04410343 0.03798518 [88,] 0.0003119910 -2.132727e-02 0.3260971 0.1775372 0.4606780 0.1621113 0.1881615 0.04396160 0.03732343 [89,] 0.0009308172 -2.122335e-02 0.3264543 0.1774937 0.4608667 0.1620804 0.1881644 0.04391941 0.03711363 [90,] 0.0010433635 -2.120428e-02 0.3265193 0.1774859 0.4609011 0.1620750 0.1881652 0.04391193 0.03707571 [91,] 0.0011559198 -2.118515e-02 0.3265843 0.1774782 0.4609355 0.1620697 0.1881660 0.04390451 0.03703787 [92,] 0.0012122017 -2.117557e-02 0.3266168 0.1774743 0.4609528 0.1620671 0.1881664 0.04390083 0.03701897 [93,] 0.0014373543 -2.113709e-02 0.3267469 0.1774590 0.4610218 0.1620567 0.1881682 0.04388623 0.03694355 [94,] 0.0032963883 -2.081140e-02 0.3278216 0.1773388 0.4615954 0.1619820 0.1881934 0.04377490 0.03633203 [95,] 0.0035782976 -2.076076e-02 0.3279847 0.1773215 0.4616830 0.1619724 0.1881988 0.04375945 0.03624104 [96,] 0.0039166714 -2.069954e-02 0.3281806 0.1773012 0.4617883 0.1619614 0.1882057 0.04374140 0.03613244 [97,] 0.0053275320 -2.043922e-02 0.3289977 0.1772203 0.4622301 0.1619225 0.1882410 0.04367198 0.03568675 [98,] 0.0057793379 -2.035412e-02 0.3292595 0.1771958 0.4623724 0.1619124 0.1882544 0.04365173 0.03554646 [99,] 0.0065138647 -2.021399e-02 0.3296854 0.1771573 0.4626046 0.1618983 0.1882785 0.04362086 0.03532092 [100,] 0.0069660917 -2.012662e-02 0.3299478 0.1771345 0.4627481 0.1618912 0.1882947 0.04360311 0.03518361 [101,] 0.0075316013 -2.001619e-02 0.3302759 0.1771069 0.4629282 0.1618838 0.1883164 0.04358227 0.03501358 [102,] 0.0077013031 -1.998279e-02 0.3303744 0.1770988 0.4629824 0.1618820 0.1883232 0.04357631 0.03496292 [103,] 0.0078144502 -1.996046e-02 0.3304401 0.1770934 0.4630185 0.1618808 0.1883279 0.04357241 0.03492923 [104,] 0.0083237363 -1.985931e-02 0.3307359 0.1770699 0.4631815 0.1618765 0.1883496 0.04355560 0.03477853 [105,] 0.0085501509 -1.981400e-02 0.3308674 0.1770597 0.4632541 0.1618751 0.1883596 0.04354852 0.03471202 [106,] 0.0090031008 -1.972273e-02 0.3311306 0.1770399 0.4633997 0.1618730 0.1883805 0.04353506 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0.07534766 0.04491592 [239,] 0.1341260364 3.250595e-02 0.4061881 0.1929004 0.5172588 0.1972043 0.2316174 0.07639903 0.04582168 [240,] 0.1360544208 3.365967e-02 0.4073662 0.1934055 0.5182731 0.1981744 0.2328193 0.07750557 0.04678333 [241,] 0.1368015995 3.410901e-02 0.4078228 0.1936027 0.5186674 0.1985528 0.2332889 0.07793942 0.04716263 [242,] 0.1547267016 4.526545e-02 0.4187838 0.1985873 0.5283385 0.2080198 0.2451987 0.08919458 0.05737692 [243,] 0.1556730710 4.587396e-02 0.4193628 0.1988632 0.5288601 0.2085392 0.2458616 0.08983369 0.05797501 [244,] 0.1696251093 5.506086e-02 0.4279001 0.2030696 0.5366744 0.2164033 0.2560275 0.09977234 0.06746142 n=150 n=220 n=340 n=510 n=760 [1,] 0.0973363533 0.14663904 7.957221e-02 0.1049568887 0.0932763290 [2,] 0.0664967282 0.12611755 5.002965e-02 0.0710709554 0.0640034049 [3,] 0.0631747208 0.12398021 4.691316e-02 0.0674560305 0.0610249552 [4,] 0.0557138707 0.11923575 3.996709e-02 0.0593492000 0.0544834561 [5,] 0.0506683395 0.11607081 3.531424e-02 0.0538743163 0.0501798677 [6,] 0.0443079722 0.11213279 2.950485e-02 0.0469810323 0.0448959843 [7,] 0.0439879104 0.11193619 2.921430e-02 0.0466343661 0.0446343048 [8,] 0.0398298158 0.10939615 2.545689e-02 0.0421317823 0.0412719008 [9,] 0.0353719379 0.10670324 2.146703e-02 0.0373051618 0.0377449818 [10,] 0.0287569332 0.10276932 1.562893e-02 0.0301364347 0.0326638238 [11,] 0.0270796601 0.10178445 1.416555e-02 0.0283160353 0.0314052063 [12,] 0.0268893068 0.10167302 1.399993e-02 0.0281093510 0.0312631503 [13,] 0.0263672474 0.10136777 1.354620e-02 0.0275424085 0.0308743795 [14,] 0.0252353978 0.10070782 1.256501e-02 0.0263127600 0.0300357141 [15,] 0.0240668726 0.10002920 1.155575e-02 0.0250425253 0.0291759917 [16,] 0.0227708266 0.09927982 1.044091e-02 0.0236327507 0.0282298385 [17,] 0.0201739214 0.09778917 8.222332e-03 0.0208049438 0.0263580012 [18,] 0.0195445946 0.09743019 7.687903e-03 0.0201190306 0.0259093254 [19,] 0.0186513791 0.09692225 6.931631e-03 0.0191450622 0.0252759110 [20,] 0.0121290101 0.09327256 1.497290e-03 0.0120164534 0.0207790210 [21,] 0.0118361448 0.09311129 1.257289e-03 0.0116956674 0.0205827397 [22,] 0.0083068801 0.09118694 -1.603436e-03 0.0078252756 0.0182589232 [23,] 0.0056847665 0.08978088 -3.687412e-03 0.0049443426 0.0165848362 [24,] 0.0050604150 0.08944915 -4.177843e-03 0.0042577382 0.0161931990 [25,] 0.0030617916 0.08839536 -5.731553e-03 0.0020585242 0.0149583835 [26,] 0.0016308633 0.08764864 -6.827879e-03 0.0004829432 0.0140925932 [27,] 0.0002251663 0.08692149 -7.891006e-03 -0.0010657677 0.0132575111 [28,] -0.0012988656 0.08614042 -9.027197e-03 -0.0027460380 0.0123700175 [29,] -0.0017642422 0.08590345 -9.370566e-03 -0.0032593912 0.0121028363 [30,] -0.0022266053 0.08566873 -9.709987e-03 -0.0037695448 0.0118391995 [31,] -0.0023328758 0.08561489 -9.787754e-03 -0.0038868168 0.0117788629 [32,] -0.0028266751 0.08536520 -1.014787e-02 -0.0044318200 0.0114997823 [33,] -0.0028618121 0.08534747 -1.017342e-02 -0.0044706056 0.0114800047 [34,] 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-0.0279119969 0.08552981 1.147101e-02 -0.0201373662 0.0163305819 [227,] -0.0273245940 0.08622454 1.289903e-02 -0.0191385100 0.0171428975 [228,] -0.0272892489 0.08626600 1.298384e-02 -0.0190788169 0.0171913537 [229,] -0.0270932771 0.08649525 1.345185e-02 -0.0187486457 0.0174592023 [230,] -0.0260925934 0.08764994 1.578810e-02 -0.0170822079 0.0188069577 [231,] -0.0232873504 0.09077460 2.195116e-02 -0.0125508676 0.0224422029 [232,] -0.0197424607 0.09455658 2.914490e-02 -0.0070407119 0.0268177829 [233,] -0.0192029640 0.09511996 3.019466e-02 -0.0062183815 0.0274670970 [234,] -0.0185743064 0.09577305 3.140503e-02 -0.0052647504 0.0282189685 [235,] -0.0161303296 0.09828102 3.599163e-02 -0.0015993353 0.0310984807 [236,] -0.0146497218 0.09977950 3.868869e-02 0.0005926531 0.0328137480 [237,] -0.0136301612 0.10080344 4.051415e-02 0.0020909247 0.0339839273 [238,] -0.0132027798 0.10123088 4.127214e-02 0.0027164377 0.0344720199 [239,] -0.0122720957 0.10215830 4.290878e-02 0.0040736595 0.0355303535 [240,] -0.0112890739 0.10313314 4.461761e-02 0.0055002259 0.0366419484 [241,] -0.0109027290 0.10351502 4.528388e-02 0.0060590180 0.0370771924 [242,] -0.0007279811 0.11336838 6.193245e-02 0.0204573527 0.0482895985 [243,] -0.0001427915 0.11392514 6.284502e-02 0.0212691864 0.0489231706 [244,] 0.0090361173 0.12254759 7.665308e-02 0.0337939691 0.0587543841 > str(pSqT <- vapply(SmPen02TSqr, predict, FUN.VALUE=newd, newdata = newd)); pSqT num [1:244, 1:14] -0.151 -0.126 -0.124 -0.117 -0.112 ... - attr(*, "dimnames")=List of 2 ..$ : NULL ..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ... n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 [1,] -0.1506587398 9.802575e-03 0.2446754 0.2293491 0.4426582 0.2391261 0.2408541 0.12172883 0.15386489 [2,] -0.1263670416 -3.695279e-03 0.2568891 0.2150885 0.4411971 0.2167494 0.2258436 0.09796841 0.12677379 [3,] -0.1235285323 -5.047894e-03 0.2583412 0.2135787 0.4411522 0.2144011 0.2242379 0.09553096 0.12379581 [4,] -0.1169629940 -7.996774e-03 0.2617207 0.2102103 0.4411451 0.2091792 0.2206452 0.09015162 0.11705733 [5,] -0.1123601304 -9.914619e-03 0.2641067 0.2079512 0.4412191 0.2056917 0.2182284 0.08659157 0.11246077 [6,] -0.1063489147 -1.223396e-02 0.2672431 0.2051271 0.4414118 0.2013504 0.2152004 0.08219840 0.10662053 [7,] -0.1060398066 -1.234756e-02 0.2674050 0.2049857 0.4414246 0.2011337 0.2150486 0.08198022 0.10632529 [8,] -0.1019622110 -1.379420e-02 0.2695460 0.2031559 0.4416198 0.1983336 0.2130834 0.07917191 0.10247804 [9,] -0.0974551478 -1.528114e-02 0.2719243 0.2012089 0.4418916 0.1953659 0.2109906 0.07621694 0.09832978 [10,] -0.0904791454 -1.735147e-02 0.2756290 0.1983507 0.4424264 0.1910338 0.2079186 0.07194522 0.09213076 [11,] -0.0886502192 -1.784832e-02 0.2766049 0.1976324 0.4425893 0.1899502 0.2071473 0.07088461 0.09055107 [12,] -0.0884410183 -1.790395e-02 0.2767167 0.1975511 0.4426085 0.1898276 0.2070600 0.07076484 0.09037161 [13,] -0.0878655245 -1.805570e-02 0.2770242 0.1973282 0.4426620 0.1894919 0.2068208 0.07043699 0.08987921 [14,] -0.0866089268 -1.838059e-02 0.2776964 0.1968459 0.4427820 0.1887662 0.2063033 0.06972937 0.08881069 [15,] -0.0852985480 -1.870997e-02 0.2783983 0.1963495 0.4429117 0.1880203 0.2057710 0.06900348 0.08770622 [16,] -0.0838291981 -1.906793e-02 0.2791865 0.1958006 0.4430628 0.1871969 0.2051828 0.06820400 0.08647966 [17,] -0.0808323778 -1.976096e-02 0.2807978 0.1947067 0.4433892 0.1855604 0.2040124 0.06662029 0.08401716 [18,] -0.0800951570 -1.992387e-02 0.2811949 0.1944428 0.4434732 0.1851666 0.2037305 0.06624024 0.08341944 [19,] -0.0790411901 -2.015160e-02 0.2817632 0.1940692 0.4435959 0.1846096 0.2033316 0.06570340 0.08257044 [20,] -0.0710534885 -2.168202e-02 0.2860893 0.1913742 0.4446216 0.1806165 0.2004679 0.06187845 0.07634813 [21,] -0.0706818984 -2.174489e-02 0.2862914 0.1912547 0.4446734 0.1804405 0.2003416 0.06171080 0.07606780 [22,] -0.0661072177 -2.245922e-02 0.2887849 0.1898258 0.4453405 0.1783446 0.1988376 0.05971997 0.07268339 [23,] -0.0625845582 -2.293470e-02 0.2907123 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0.1972106 0.04793033 0.02742397 [193,] 0.0598801959 -4.502165e-03 0.3611865 0.1788054 0.4822087 0.1684667 0.1972455 0.04795418 0.02742524 [194,] 0.0602335449 -4.364445e-03 0.3613981 0.1788433 0.4823554 0.1685557 0.1973507 0.04802613 0.02742953 [195,] 0.0611173281 -4.018196e-03 0.3619276 0.1789396 0.4827232 0.1687807 0.1976161 0.04820864 0.02744358 [196,] 0.0623556108 -3.528775e-03 0.3626698 0.1790777 0.4832407 0.1691016 0.1979942 0.04847054 0.02747123 [197,] 0.0628276405 -3.340899e-03 0.3629529 0.1791315 0.4834387 0.1692257 0.1981401 0.04857228 0.02748422 [198,] 0.0628866559 -3.317359e-03 0.3629883 0.1791382 0.4834634 0.1692412 0.1981585 0.04858507 0.02748594 [199,] 0.0648356323 -2.533636e-03 0.3641575 0.1793663 0.4842848 0.1697638 0.1987727 0.04901680 0.02755465 [200,] 0.0661365324 -2.003728e-03 0.3649385 0.1795238 0.4848366 0.1701213 0.1991924 0.04931495 0.02761342 [201,] 0.0677348236 -1.345292e-03 0.3658986 0.1797232 0.4855182 0.1705702 0.1997188 0.04969225 0.02769982 [202,] 0.0699875084 -4.035435e-04 0.3672529 0.1800149 0.4864861 0.1712206 0.2004808 0.05024461 0.02784829 [203,] 0.0706403086 -1.276550e-04 0.3676455 0.1801017 0.4867681 0.1714129 0.2007059 0.05040920 0.02789718 [204,] 0.0707590337 -7.733574e-05 0.3677170 0.1801177 0.4868195 0.1714480 0.2007471 0.05043935 0.02790636 [205,] 0.0714716049 2.255984e-04 0.3681457 0.1802139 0.4871282 0.1716602 0.2009955 0.05062173 0.02796326 [206,] 0.0734331276 1.067653e-03 0.3693265 0.1804850 0.4879823 0.1722547 0.2016913 0.05113630 0.02813625 [207,] 0.0738495765 1.247961e-03 0.3695774 0.1805438 0.4881644 0.1723829 0.2018413 0.05124792 0.02817607 [208,] 0.0750996972 1.792428e-03 0.3703305 0.1807227 0.4887128 0.1727717 0.2022964 0.05158797 0.02830212 [209,] 0.0764702101 2.394833e-03 0.3711566 0.1809231 0.4893169 0.1732049 0.2028034 0.05196939 0.02845159 [210,] 0.0765298293 2.421169e-03 0.3711925 0.1809319 0.4893432 0.1732240 0.2028257 0.05198619 0.02845836 [211,] 0.0771858141 2.711651e-03 0.3715881 0.1810295 0.4896335 0.1734340 0.2030716 0.05217214 0.02853434 [212,] 0.0773051183 2.764622e-03 0.3716600 0.1810474 0.4896863 0.1734724 0.2031165 0.05220618 0.02854845 [213,] 0.0777227664 2.950396e-03 0.3719119 0.1811101 0.4898716 0.1736072 0.2032743 0.05232589 0.02859856 [214,] 0.0777824409 2.976983e-03 0.3719479 0.1811192 0.4898980 0.1736266 0.2032970 0.05234306 0.02860581 [215,] 0.0786778761 3.377224e-03 0.3724881 0.1812552 0.4902962 0.1739180 0.2036382 0.05260281 0.02871729 [216,] 0.0789167591 3.484409e-03 0.3726322 0.1812919 0.4904026 0.1739963 0.2037299 0.05267276 0.02874789 [217,] 0.0844227484 6.002177e-03 0.3759577 0.1821723 0.4928802 0.1758597 0.2059144 0.05436151 0.02955399 [218,] 0.0846626477 6.113919e-03 0.3761027 0.1822122 0.4929892 0.1759434 0.2060127 0.05443844 0.02959353 [219,] 0.0871841534 7.298596e-03 0.3776277 0.1826395 0.4941405 0.1768362 0.2070617 0.05526391 0.03003157 [220,] 0.0881459592 7.755354e-03 0.3782097 0.1828062 0.4945821 0.1771827 0.2074694 0.05558696 0.03020950 [221,] 0.0897103450 8.503980e-03 0.3791567 0.1830817 0.4953036 0.1777534 0.2081414 0.05612205 0.03051174 [222,] 0.0897705496 8.532931e-03 0.3791932 0.1830924 0.4953314 0.1777756 0.2081674 0.05614288 0.03052369 [223,] 0.0909752005 9.114404e-03 0.3799227 0.1833082 0.4958895 0.1782211 0.2086927 0.05656345 0.03076776 [224,] 0.0915779253 9.406889e-03 0.3802879 0.1834173 0.4961696 0.1784460 0.2089580 0.05677654 0.03089343 [225,] 0.0925428393 9.877284e-03 0.3808725 0.1835937 0.4966192 0.1788086 0.2093860 0.05712140 0.03109956 [226,] 0.0943538929 1.076728e-02 0.3819703 0.1839299 0.4974666 0.1794978 0.2102006 0.05778103 0.03150286 [227,] 0.0964093245 1.178854e-02 0.3832168 0.1843198 0.4984344 0.1802936 0.2111427 0.05854924 0.03198656 [228,] 0.0965303285 1.184903e-02 0.3832902 0.1843430 0.4984916 0.1803409 0.2111987 0.05859511 0.03201590 [229,] 0.0971960412 1.218254e-02 0.3836941 0.1844713 0.4988065 0.1806019 0.2115082 0.05884879 0.03217902 [230,] 0.1004687816 1.383994e-02 0.3856807 0.1851152 0.5003640 0.1819068 0.2130579 0.06012778 0.03302322 [231,] 0.1087459036 1.816127e-02 0.3907119 0.1868379 0.5043726 0.1853607 0.2171844 0.06360013 0.03547348 [232,] 0.1178714469 2.313408e-02 0.3962690 0.1888874 0.5089047 0.1894113 0.2220707 0.06782619 0.03870116 [233,] 0.1191624279 2.385474e-02 0.3970559 0.1891896 0.5095552 0.1900039 0.2227899 0.06845795 0.03920248 [234,] 0.1206392998 2.468427e-02 0.3979564 0.1895388 0.5103021 0.1906876 0.2236211 0.06919103 0.03978956 [235,] 0.1261297004 2.781544e-02 0.4013056 0.1908705 0.5131049 0.1932823 0.2267888 0.07201342 0.04209906 [236,] 0.1292856092 2.964844e-02 0.4032320 0.1916591 0.5147342 0.1948103 0.2286643 0.07370524 0.04351732 [237,] 0.1313934934 3.088601e-02 0.4045191 0.1921950 0.5158298 0.1958455 0.2299390 0.07486358 0.04450158 [238,] 0.1322623642 3.139920e-02 0.4050497 0.1924180 0.5162831 0.1962755 0.2304695 0.07534766 0.04491592 [239,] 0.1341260364 3.250595e-02 0.4061881 0.1929004 0.5172588 0.1972043 0.2316174 0.07639903 0.04582168 [240,] 0.1360544208 3.365967e-02 0.4073662 0.1934055 0.5182731 0.1981744 0.2328193 0.07750557 0.04678333 [241,] 0.1368015995 3.410901e-02 0.4078228 0.1936027 0.5186674 0.1985528 0.2332889 0.07793942 0.04716263 [242,] 0.1547267016 4.526545e-02 0.4187838 0.1985873 0.5283385 0.2080198 0.2451987 0.08919458 0.05737692 [243,] 0.1556730710 4.587396e-02 0.4193628 0.1988632 0.5288601 0.2085392 0.2458616 0.08983369 0.05797501 [244,] 0.1696251093 5.506086e-02 0.4279001 0.2030696 0.5366744 0.2164033 0.2560275 0.09977234 0.06746142 n=150 n=220 n=340 n=510 n=760 [1,] 0.0973363533 0.14663904 7.957221e-02 0.1049568887 0.0932763290 [2,] 0.0664967282 0.12611755 5.002965e-02 0.0710709554 0.0640034049 [3,] 0.0631747208 0.12398021 4.691316e-02 0.0674560305 0.0610249552 [4,] 0.0557138707 0.11923575 3.996709e-02 0.0593492000 0.0544834561 [5,] 0.0506683395 0.11607081 3.531424e-02 0.0538743163 0.0501798677 [6,] 0.0443079722 0.11213279 2.950485e-02 0.0469810323 0.0448959843 [7,] 0.0439879104 0.11193619 2.921430e-02 0.0466343661 0.0446343048 [8,] 0.0398298158 0.10939615 2.545689e-02 0.0421317823 0.0412719008 [9,] 0.0353719379 0.10670324 2.146703e-02 0.0373051618 0.0377449818 [10,] 0.0287569332 0.10276932 1.562893e-02 0.0301364347 0.0326638238 [11,] 0.0270796601 0.10178445 1.416555e-02 0.0283160353 0.0314052063 [12,] 0.0268893068 0.10167302 1.399993e-02 0.0281093510 0.0312631503 [13,] 0.0263672474 0.10136777 1.354620e-02 0.0275424085 0.0308743795 [14,] 0.0252353978 0.10070782 1.256501e-02 0.0263127600 0.0300357141 [15,] 0.0240668726 0.10002920 1.155575e-02 0.0250425253 0.0291759917 [16,] 0.0227708266 0.09927982 1.044091e-02 0.0236327507 0.0282298385 [17,] 0.0201739214 0.09778917 8.222332e-03 0.0208049438 0.0263580012 [18,] 0.0195445946 0.09743019 7.687903e-03 0.0201190306 0.0259093254 [19,] 0.0186513791 0.09692225 6.931631e-03 0.0191450622 0.0252759110 [20,] 0.0121290101 0.09327256 1.497290e-03 0.0120164534 0.0207790210 [21,] 0.0118361448 0.09311129 1.257289e-03 0.0116956674 0.0205827397 [22,] 0.0083068801 0.09118694 -1.603436e-03 0.0078252756 0.0182589232 [23,] 0.0056847665 0.08978088 -3.687412e-03 0.0049443426 0.0165848362 [24,] 0.0050604150 0.08944915 -4.177843e-03 0.0042577382 0.0161931990 [25,] 0.0030617916 0.08839536 -5.731553e-03 0.0020585242 0.0149583835 [26,] 0.0016308633 0.08764864 -6.827879e-03 0.0004829432 0.0140925932 [27,] 0.0002251663 0.08692149 -7.891006e-03 -0.0010657677 0.0132575111 [28,] -0.0012988656 0.08614042 -9.027197e-03 -0.0027460380 0.0123700175 [29,] -0.0017642422 0.08590345 -9.370566e-03 -0.0032593912 0.0121028363 [30,] -0.0022266053 0.08566873 -9.709987e-03 -0.0037695448 0.0118391995 [31,] -0.0023328758 0.08561489 -9.787754e-03 -0.0038868168 0.0117788629 [32,] -0.0028266751 0.08536520 -1.014787e-02 -0.0044318200 0.0114997823 [33,] -0.0028618121 0.08534747 -1.017342e-02 -0.0044706056 0.0114800047 [34,] -0.0029320323 0.08531203 -1.022444e-02 -0.0045481193 0.0114405124 [35,] -0.0052766544 0.08413894 -1.190292e-02 -0.0071375276 0.0101473111 [36,] -0.0057489802 0.08390499 -1.223482e-02 -0.0076593931 0.0098929401 [37,] -0.0074393522 0.08307448 -1.340400e-02 -0.0095273027 0.0090001075 [38,] -0.0075699150 0.08301078 -1.349303e-02 -0.0096715763 0.0089323050 [39,] -0.0077976921 0.08289981 -1.364790e-02 -0.0099232660 0.0088144224 [40,] -0.0085076853 0.08255519 -1.412677e-02 -0.0107077129 0.0084503009 [41,] -0.0087317182 0.08244685 -1.427664e-02 -0.0109552030 0.0083364604 [42,] -0.0095244267 0.08206512 -1.480189e-02 -0.0118307133 0.0079377891 [43,] -0.0099632733 0.08185487 -1.508919e-02 -0.0123152305 0.0077198983 [44,] -0.0101813279 0.08175069 -1.523098e-02 -0.0125559234 0.0076123889 [45,] -0.0106146940 0.08154422 -1.551083e-02 -0.0130341586 0.0074002286 [46,] -0.0111359964 0.08129687 -1.584392e-02 -0.0136091874 0.0071476989 [47,] -0.0112882898 0.08122482 -1.594048e-02 -0.0137771194 0.0070744815 [48,] -0.0130497803 0.08039849 -1.703091e-02 -0.0157171544 0.0062462155 [49,] -0.0130790687 0.08038486 -1.704861e-02 -0.0157493686 0.0062327382 [50,] -0.0158843439 0.07909721 -1.866951e-02 -0.0188254490 0.0049889359 [51,] -0.0162659305 0.07892485 -1.887751e-02 -0.0192420350 0.0048272663 [52,] -0.0166168931 0.07876692 -1.906590e-02 -0.0196246961 0.0046802529 [53,] -0.0168579652 0.07865880 -1.919363e-02 -0.0198872504 0.0045802208 [54,] -0.0174669585 0.07838693 -1.951000e-02 -0.0205493692 0.0043310419 [55,] -0.0175718300 0.07834030 -1.956355e-02 -0.0206632139 0.0042886505 [56,] -0.0177546122 0.07825917 -1.965620e-02 -0.0208615058 0.0042151356 [57,] -0.0177806467 0.07824763 -1.966932e-02 -0.0208897358 0.0042047030 [58,] -0.0185526860 0.07790704 -2.005031e-02 -0.0217252382 0.0038997551 [59,] -0.0201654213 0.07720706 -2.079034e-02 -0.0234587124 0.0032916589 [60,] -0.0202619708 0.07716570 -2.083203e-02 -0.0235619046 0.0032565582 [61,] -0.0206688047 0.07699219 -2.100424e-02 -0.0239959086 0.0031103462 [62,] -0.0207162944 0.07697201 -2.102397e-02 -0.0240464805 0.0030934595 [63,] -0.0207637054 0.07695189 -2.104359e-02 -0.0240969496 0.0030766388 [64,] -0.0208110378 0.07693182 -2.106309e-02 -0.0241473156 0.0030598841 [65,] -0.0209760813 0.07686197 -2.113047e-02 -0.0243227843 0.0030017617 [66,] -0.0218779183 0.07648432 -2.148062e-02 -0.0252770855 0.0026926288 [67,] -0.0219006470 0.07647490 -2.148903e-02 -0.0253010311 0.0026850281 [68,] -0.0219460449 0.07645609 -2.150577e-02 -0.0253488431 0.0026698755 [69,] -0.0232280159 0.07593345 -2.194215e-02 -0.0266891169 0.0022584714 [70,] -0.0238438308 0.07568893 -2.212466e-02 -0.0273253361 0.0020728623 [71,] -0.0239274481 0.07565609 -2.214796e-02 -0.0274112979 0.0020482988 [72,] -0.0241144122 0.07558300 -2.219874e-02 -0.0276031174 0.0019939456 [73,] -0.0241969849 0.07555087 -2.222058e-02 -0.0276876609 0.0019701942 [74,] -0.0242587032 0.07552692 -2.223666e-02 -0.0277507817 0.0019525441 [75,] -0.0245240553 0.07542454 -2.230339e-02 -0.0280214603 0.0018776745 [76,] -0.0246453767 0.07537807 -2.233257e-02 -0.0281448275 0.0018440015 [77,] -0.0250049802 0.07524164 -2.241401e-02 -0.0285089984 0.0017463083 [78,] -0.0252996435 0.07513138 -2.247487e-02 -0.0288056614 0.0016686880 [79,] -0.0253774505 0.07510251 -2.249002e-02 -0.0288837231 0.0016485682 [80,] -0.0255513290 0.07503836 -2.252246e-02 -0.0290577449 0.0016041867 [81,] -0.0256089231 0.07501722 -2.253276e-02 -0.0291152541 0.0015896655 [82,] -0.0261376382 0.07482606 -2.261662e-02 -0.0296399687 0.0014606698 [83,] -0.0261562254 0.07481944 -2.261920e-02 -0.0296583055 0.0014562802 [84,] -0.0262857647 0.07477347 -2.263649e-02 -0.0297858834 0.0014259707 [85,] -0.0264690846 0.07470901 -2.265878e-02 -0.0299657689 0.0013839365 [86,] -0.0264873041 0.07470264 -2.266085e-02 -0.0299836040 0.0013798147 [87,] -0.0265418400 0.07468361 -2.266690e-02 -0.0300369420 0.0013675384 [88,] -0.0271470223 0.07447698 -2.271752e-02 -0.0306238556 0.0012377049 [89,] -0.0273377327 0.07441367 -2.272684e-02 -0.0308068059 0.0011993440 [90,] -0.0273721397 0.07440234 -2.272816e-02 -0.0308397046 0.0011925600 [91,] 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[214,] -0.0317410838 0.08060022 8.633583e-04 -0.0271178010 0.0105258427 [215,] -0.0315758743 0.08083555 1.393581e-03 -0.0267907804 0.0108056251 [216,] -0.0315309872 0.08089894 1.535891e-03 -0.0267025498 0.0108809167 [217,] -0.0304019137 0.08243067 4.914693e-03 -0.0245543612 0.0126926949 [218,] -0.0303486177 0.08250046 5.066160e-03 -0.0244558078 0.0127749667 [219,] -0.0297678297 0.08324930 6.679261e-03 -0.0233952423 0.0136565000 [220,] -0.0295363994 0.08354227 7.304604e-03 -0.0229788911 0.0140008300 [221,] -0.0291483422 0.08402739 8.333421e-03 -0.0222878901 0.0145704068 [222,] -0.0291331206 0.08404627 8.373302e-03 -0.0222609573 0.0145925625 [223,] -0.0288240761 0.08442740 9.175738e-03 -0.0217167837 0.0150395558 [224,] -0.0286662592 0.08462045 9.580387e-03 -0.0214407618 0.0152658283 [225,] -0.0284091822 0.08493277 1.023256e-02 -0.0209936801 0.0156317199 [226,] -0.0279119969 0.08552981 1.147101e-02 -0.0201373662 0.0163305819 [227,] -0.0273245940 0.08622454 1.289903e-02 -0.0191385100 0.0171428975 [228,] -0.0272892489 0.08626600 1.298384e-02 -0.0190788169 0.0171913537 [229,] -0.0270932771 0.08649525 1.345185e-02 -0.0187486457 0.0174592023 [230,] -0.0260925934 0.08764994 1.578810e-02 -0.0170822079 0.0188069577 [231,] -0.0232873504 0.09077460 2.195116e-02 -0.0125508676 0.0224422029 [232,] -0.0197424607 0.09455658 2.914490e-02 -0.0070407119 0.0268177829 [233,] -0.0192029640 0.09511996 3.019466e-02 -0.0062183815 0.0274670970 [234,] -0.0185743064 0.09577305 3.140503e-02 -0.0052647504 0.0282189685 [235,] -0.0161303296 0.09828102 3.599163e-02 -0.0015993353 0.0310984807 [236,] -0.0146497218 0.09977950 3.868869e-02 0.0005926531 0.0328137480 [237,] -0.0136301612 0.10080344 4.051415e-02 0.0020909247 0.0339839273 [238,] -0.0132027798 0.10123088 4.127214e-02 0.0027164377 0.0344720199 [239,] -0.0122720957 0.10215830 4.290878e-02 0.0040736595 0.0355303535 [240,] -0.0112890739 0.10313314 4.461761e-02 0.0055002259 0.0366419484 [241,] -0.0109027290 0.10351502 4.528388e-02 0.0060590180 0.0370771924 [242,] -0.0007279811 0.11336838 6.193245e-02 0.0204573527 0.0482895985 [243,] -0.0001427915 0.11392514 6.284502e-02 0.0212691864 0.0489231706 [244,] 0.0090361173 0.12254759 7.665308e-02 0.0337939691 0.0587543841 > str(pExF <- vapply(SmPen02FExp, predict, FUN.VALUE=newd, newdata = newd)); pExF num [1:244, 1:14] 1.37 1.45 1.46 1.48 1.49 ... - attr(*, "dimnames")=List of 2 ..$ : NULL ..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ... n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150 [1,] 1.372744 1.509467 0.4860571 0.3637198 0.6562218 0.8651381 0.7559197 0.9921065 0.5970538 0.7103424 [2,] 1.448749 1.598065 0.5799621 0.4204338 0.7184368 0.9253957 0.8079200 1.0244415 0.6405531 0.7561796 [3,] 1.457625 1.608294 0.5908234 0.4270882 0.7257600 0.9324294 0.8140545 1.0283847 0.6456434 0.7615126 [4,] 1.478153 1.631859 0.6158558 0.4425035 0.7427409 0.9486688 0.8282860 1.0376132 0.6574401 0.7738243 [5,] 1.492541 1.648300 0.6333299 0.4533303 0.7546817 0.9600211 0.8382967 1.0441646 0.6657375 0.7824312 [6,] 1.511330 1.669672 0.6560571 0.4674952 0.7703231 0.9747952 0.8514097 1.0528095 0.6766201 0.7936330 [7,] 1.512296 1.670768 0.6572229 0.4682244 0.7711289 0.9755531 0.8520852 1.0532565 0.6771814 0.7942077 [8,] 1.525039 1.685199 0.6725753 0.4778505 0.7817726 0.9855327 0.8610057 1.0591741 0.6846024 0.8017749 [9,] 1.539123 1.701091 0.6894877 0.4885064 0.7935683 0.9965205 0.8708886 1.0657526 0.6928461 0.8101071 [10,] 1.560919 1.725568 0.7155463 0.5050332 0.8118921 1.0134276 0.8862347 1.0759871 0.7057063 0.8229285 [11,] 1.566633 1.731962 0.7223544 0.5093730 0.8167100 1.0178383 0.8902684 1.0786772 0.7091003 0.8262735 [12,] 1.567287 1.732693 0.7231325 0.5098695 0.8172615 1.0183422 0.8907301 1.0789851 0.7094891 0.8266557 [13,] 1.569085 1.734702 0.7252724 0.5112358 0.8187790 1.0197277 0.8920004 1.0798320 0.7105594 0.8277064 [14,] 1.573011 1.739086 0.7299414 0.5142201 0.8220944 1.0227497 0.8947757 1.0816818 0.7129000 0.8299983 [15,] 1.577105 1.743653 0.7348052 0.5173335 0.8255548 1.0258959 0.8976720 1.0836114 0.7153457 0.8323845 [16,] 1.581695 1.748767 0.7402530 0.5208265 0.8294388 1.0294176 0.9009225 1.0857755 0.7180946 0.8350554 [17,] 1.591057 1.759180 0.7513444 0.5279564 0.8373730 1.0365791 0.9075611 1.0901898 0.7237226 0.8404872 [18,] 1.593360 1.761737 0.7540688 0.5297116 0.8393274 1.0383363 0.9091960 1.0912755 0.7251117 0.8418200 [19,] 1.596653 1.765391 0.7579609 0.5322217 0.8421234 1.0408455 0.9115347 1.0928276 0.7271008 0.8437230 [20,] 1.621605 1.792976 0.7873512 0.5512778 0.8633838 1.0597360 0.9293052 1.1045716 0.7423048 0.8580459 [21,] 1.622766 1.794255 0.7887138 0.5521657 0.8643758 1.0606091 0.9301338 1.1051167 0.7430178 0.8587077 [22,] 1.637056 1.809967 0.8054557 0.5631072 0.8766109 1.0713156 0.9403508 1.1118150 0.7518388 0.8668222 [23,] 1.648059 1.822026 0.8183050 0.5715457 0.8860594 1.0795037 0.9482369 1.1169549 0.7586846 0.8730309 [24,] 1.650732 1.824950 0.8214201 0.5735968 0.8883577 1.0814847 0.9501546 1.1182007 0.7603542 0.8745338 [25,] 1.659430 1.834451 0.8315444 0.5802779 0.8958480 1.0879114 0.9564034 1.1222483 0.7658072 0.8794125 [26,] 1.665800 1.841395 0.8389431 0.5851747 0.9013418 1.0925962 0.9609855 1.1252048 0.7698181 0.8829724 [27,] 1.672180 1.848339 0.8463419 0.5900837 0.9068527 1.0972709 0.9655809 1.1281597 0.7738509 0.8865282 [28,] 1.679244 1.856014 0.8545195 0.5955236 0.9129635 1.1024251 0.9706756 1.1314236 0.7783337 0.8904535 [29,] 1.681433 1.858390 0.8570507 0.5972105 0.9148591 1.1040177 0.9722558 1.1324333 0.7797267 0.8916675 [30,] 1.683624 1.860766 0.8595818 0.5988988 0.9167568 1.1056090 0.9738376 1.1334428 0.7811223 0.8928811 [31,] 1.684130 1.861314 0.8601659 0.5992886 0.9171950 1.1059760 0.9742029 1.1336757 0.7814447 0.8931611 [32,] 1.686490 1.863873 0.8628918 0.6011088 0.9192414 1.1076879 0.9759085 1.1347625 0.7829511 0.8944674 [33,] 1.686659 1.864056 0.8630865 0.6012388 0.9193876 1.1078101 0.9760304 1.1348401 0.7830588 0.8945607 [34,] 1.686996 1.864421 0.8634759 0.6014990 0.9196802 1.1080545 0.9762743 1.1349953 0.7832743 0.8947473 [35,] 1.698486 1.876850 0.8767156 0.6103655 0.9296552 1.1163447 0.9845869 1.1402685 0.7906366 0.9010851 [36,] 1.700855 1.879408 0.8794414 0.6121959 0.9317156 1.1180466 0.9863037 1.1413531 0.7921611 0.9023886 [37,] 1.709501 1.888731 0.8893708 0.6188782 0.9392414 1.1242318 0.9925736 1.1453003 0.7977397 0.9071337 [38,] 1.710180 1.889462 0.8901496 0.6194032 0.9398329 1.1247159 0.9930664 1.1456096 0.7981789 0.9075056 [39,] 1.711368 1.890741 0.8915124 0.6203224 0.9408686 1.1255627 0.9939291 1.1461508 0.7989481 0.9081564 [40,] 1.715105 1.894763 0.8957955 0.6232141 0.9441274 1.1282213 0.9966437 1.1478510 0.8013705 0.9102012 [41,] 1.716295 1.896043 0.8971583 0.6241351 0.9451655 1.1290663 0.9975084 1.1483918 0.8021428 0.9108516 [42,] 1.720548 1.900613 0.9020254 0.6274277 0.9488778 1.1320802 1.0006004 1.1503219 0.8049070 0.9131736 [43,] 1.722932 1.903172 0.9047509 0.6292740 0.9509599 1.1337653 1.0023346 1.1514020 0.8064591 0.9144735 [44,] 1.724124 1.904452 0.9061136 0.6301978 0.9520018 1.1346072 1.0032023 1.1519419 0.8072363 0.9151233 [45,] 1.726510 1.907012 0.9088390 0.6320467 0.9540874 1.1362894 1.0049393 1.1530213 0.8087929 0.9164226 [46,] 1.729409 1.910120 0.9121484 0.6342941 0.9566231 1.1383296 1.0070510 1.1543313 0.8106870 0.9179998 [47,] 1.730262 1.911034 0.9131218 0.6349556 0.9573695 1.1389290 1.0076726 1.1547164 0.8112449 0.9184636 [48,] 1.740343 1.921822 0.9246066 0.6427778 0.9662001 1.1459836 1.0150258 1.1592562 0.8178572 0.9239334 [49,] 1.740514 1.922004 0.9248013 0.6429106 0.9663501 1.1461028 1.0151507 1.1593331 0.8179698 0.9240260 [50,] 1.757492 1.940108 0.9440701 0.6561066 0.9812620 1.1578553 1.0275647 1.1669318 0.8291851 0.9331923 [51,] 1.759899 1.942669 0.9467947 0.6579798 0.9833802 1.1595084 1.0293277 1.1680047 0.8307831 0.9344876 [52,] 1.762135 1.945046 0.9493246 0.6597208 0.9853493 1.1610414 1.0309665 1.1690005 0.8322697 0.9356902 [53,] 1.763684 1.946692 0.9510760 0.6609269 0.9867136 1.1621016 1.0321020 1.1696898 0.8333003 0.9365226 [54,] 1.767646 1.950899 0.9555518 0.6640127 0.9902047 1.1648067 1.0350073 1.1714506 0.8359398 0.9386497 [55,] 1.768335 1.951631 0.9563302 0.6645499 0.9908125 1.1652765 1.0355130 1.1717567 0.8363996 0.9390196 [56,] 1.769542 1.952911 0.9576923 0.6654902 0.9918766 1.1660982 1.0363985 1.1722924 0.8372049 0.9396668 [57,] 1.769714 1.953094 0.9578869 0.6656246 0.9920287 1.1662155 1.0365250 1.1723689 0.8373200 0.9397593 [58,] 1.774891 1.958581 0.9637244 0.6696600 0.9965961 1.1697300 1.0403255 1.1746635 0.8407803 0.9425328 [59,] 1.786130 1.970472 0.9763707 0.6784316 1.0065293 1.1773070 1.0485888 1.1796305 0.8483244 0.9485412 [60,] 1.786823 1.971204 0.9771489 0.6789726 1.0071423 1.1777715 1.0490987 1.1799360 0.8487907 0.9489109 [61,] 1.789769 1.974314 0.9804560 0.6812737 1.0097494 1.1797435 1.0512671 1.1812340 0.8507754 0.9504824 [62,] 1.790115 1.974680 0.9808451 0.6815446 1.0100563 1.1799753 1.0515223 1.1813866 0.8510092 0.9506673 [63,] 1.790462 1.975046 0.9812342 0.6818155 1.0103633 1.1802070 1.0517777 1.1815393 0.8512430 0.9508522 [64,] 1.790809 1.975412 0.9816232 0.6820865 1.0106704 1.1804386 1.0520330 1.1816920 0.8514769 0.9510371 [65,] 1.792023 1.976693 0.9829849 0.6830351 1.0117454 1.1812490 1.0529271 1.1822263 0.8522961 0.9516843 [66,] 1.798793 1.983828 0.9905710 0.6883288 1.0177457 1.1857523 1.0579166 1.1852022 0.8568734 0.9552905 [67,] 1.798966 1.984011 0.9907655 0.6884647 1.0178998 1.1858675 1.0580448 1.1852784 0.8569910 0.9553830 [68,] 1.799314 1.984377 0.9911545 0.6887366 1.0182080 1.1860979 1.0583010 1.1854310 0.8572264 0.9555679 [69,] 1.809406 1.994991 1.0024347 0.6966369 1.0271675 1.1927552 1.0657490 1.1898537 0.8640790 0.9609343 [70,] 1.814462 2.000298 1.0080742 0.7005987 1.0316624 1.1960665 1.0694844 1.1920641 0.8675245 0.9636195 [71,] 1.815160 2.001030 1.0088521 0.7011458 1.0322832 1.1965224 1.0700002 1.1923689 0.8680007 0.9639900 [72,] 1.816731 2.002677 1.0106022 0.7023772 1.0336807 1.1975471 1.0711613 1.1930548 0.8690732 0.9648238 [73,] 1.817429 2.003409 1.0113800 0.7029248 1.0343021 1.1980022 1.0716776 1.1933596 0.8695503 0.9651944 [74,] 1.817953 2.003958 1.0119634 0.7033356 1.0347683 1.1983434 1.0720649 1.1935882 0.8699082 0.9654723 [75,] 1.820224 2.006338 1.0144912 0.7051165 1.0367897 1.1998203 1.0737442 1.1945787 0.8714609 0.9666771 [76,] 1.821272 2.007436 1.0156580 0.7059391 1.0377233 1.2005012 1.0745197 1.1950359 0.8721784 0.9672333 [77,] 1.824419 2.010730 1.0191581 0.7084086 1.0405269 1.2025406 1.0768482 1.1964072 0.8743343 0.9689024 [78,] 1.827044 2.013476 1.0220749 0.7104689 1.0428662 1.2042365 1.0787907 1.1975498 0.8761347 0.9702939 [79,] 1.827744 2.014208 1.0228527 0.7110187 1.0434904 1.2046882 1.0793090 1.1978545 0.8766154 0.9706651 [80,] 1.829320 2.015856 1.0246027 0.7122563 1.0448958 1.2057037 1.0804758 1.1985401 0.8776979 0.9715004 [81,] 1.829846 2.016405 1.0251861 0.7126689 1.0453644 1.2060419 1.0808649 1.1987686 0.8780590 0.9717789 [82,] 1.834753 2.021530 1.0306309 0.7165247 1.0497438 1.2091923 1.0845000 1.2009013 0.8814361 0.9743795 [83,] 1.834929 2.021713 1.0308253 0.7166626 1.0499004 1.2093046 1.0846299 1.2009775 0.8815569 0.9744724 [84,] 1.836157 2.022995 1.0321865 0.7176277 1.0509968 1.2100903 1.0855398 1.2015107 0.8824032 0.9751230 [85,] 1.837912 2.024826 1.0341312 0.7190073 1.0525641 1.2112114 1.0868403 1.2022723 0.8836134 0.9760526 [86,] 1.838087 2.025009 1.0343257 0.7191453 1.0527209 1.2113234 1.0869704 1.2023485 0.8837345 0.9761456 [87,] 1.838614 2.025558 1.0349091 0.7195594 1.0531914 1.2116594 1.0873607 1.2025770 0.8840980 0.9764245 [88,] 1.844588 2.031783 1.0415212 0.7242585 1.0585310 1.2154578 1.0917899 1.2051666 0.8882265 0.9795884 [89,] 1.846523 2.033797 1.0436606 0.7257811 1.0602616 1.2166829 1.0932250 1.2060045 0.8895660 0.9806129 [90,] 1.846875 2.034163 1.0440496 0.7260581 1.0605764 1.2169054 1.0934860 1.2061569 0.8898098 0.9807992 [91,] 1.847226 2.034529 1.0444386 0.7263351 1.0608912 1.2171279 1.0937470 1.2063092 0.8900536 0.9809856 [92,] 1.847402 2.034712 1.0446331 0.7264736 1.0610487 1.2172391 1.0938776 1.2063854 0.8901755 0.9810787 [93,] 1.848106 2.035444 1.0454110 0.7270278 1.0616785 1.2176838 1.0943998 1.2066901 0.8906634 0.9814515 [94,] 1.853919 2.041487 1.0518299 0.7316054 1.0668825 1.2213432 1.0987133 1.2092039 0.8946977 0.9845292 [95,] 1.854800 2.042403 1.0528025 0.7322999 1.0676722 1.2218962 1.0993676 1.2095849 0.8953104 0.9849959 [96,] 1.855858 2.043501 1.0539697 0.7331336 1.0686202 1.2225592 1.1001531 1.2100420 0.8960462 0.9855561 [97,] 1.860270 2.048079 1.0588334 0.7366110 1.0725747 1.2253158 1.1034290 1.2119469 0.8991180 0.9878920 [98,] 1.861682 2.049544 1.0603899 0.7377250 1.0738418 1.2261958 1.1044784 1.2125565 0.9001030 0.9886402 [99,] 1.863979 2.051925 1.0629193 0.7395367 1.0759024 1.2276236 1.1061847 1.2135473 0.9017058 0.9898565 [100,] 1.865393 2.053390 1.0644760 0.7406523 1.0771716 1.2285010 1.1072353 1.2141570 0.9026935 0.9906055 [101,] 1.867162 2.055222 1.0664220 0.7420477 1.0787590 1.2295962 1.1085494 1.2149193 0.9039294 0.9915421 [102,] 1.867692 2.055771 1.0670058 0.7424665 1.0792355 1.2299245 1.1089438 1.2151480 0.9043006 0.9918232 [103,] 1.868046 2.056137 1.0673950 0.7427458 1.0795532 1.2301433 1.1092067 1.2153004 0.9045480 0.9920106 [104,] 1.869639 2.057786 1.0691466 0.7440029 1.0809836 1.2311269 1.1103904 1.2159866 0.9056625 0.9928543 [105,] 1.870347 2.058518 1.0699251 0.7445619 1.0816196 1.2315637 1.1109167 1.2162915 0.9061582 0.9932294 [106,] 1.871763 2.059984 1.0714821 0.7456803 1.0828922 1.2324365 1.1119697 1.2169015 0.9071504 0.9939798 [107,] 1.872472 2.060716 1.0722607 0.7462397 1.0835288 1.2328725 1.1124964 1.2172065 0.9076469 0.9943551 [108,] 1.874066 2.062365 1.0740126 0.7474990 1.0849619 1.2338526 1.1136818 1.2178929 0.9087650 0.9952000 [109,] 1.876725 2.065112 1.0769326 0.7495995 1.0873525 1.2354832 1.1156590 1.2190369 0.9106312 0.9966091 [110,] 1.878499 2.066944 1.0788795 0.7510010 1.0889478 1.2365682 1.1169780 1.2197998 0.9118774 0.9975492 [111,] 1.879918 2.068410 1.0804371 0.7521229 1.0902249 1.2374351 1.1180338 1.2204101 0.9128755 0.9983017 [112,] 1.880806 2.069325 1.0814106 0.7528244 1.0910234 1.2379764 1.1186940 1.2207917 0.9134999 0.9987722 [113,] 1.884713 2.073356 1.0856948 0.7559137 1.0945408 1.2403533 1.1216008 1.2224707 0.9162518 1.0008443 [114,] 1.888802 2.077569 1.0901747 0.7591485 1.0982244 1.2428299 1.1246437 1.2242268 0.9191373 1.0030137 [115,] 1.890937 2.079768 1.0925124 0.7608381 1.1001488 1.2441186 1.1262329 1.2251434 0.9206462 1.0041469 [116,] 1.892361 2.081234 1.0940710 0.7619653 1.1014327 1.2449765 1.1272929 1.2257546 0.9216534 1.0049029 [117,] 1.893785 2.082699 1.0956298 0.7630931 1.1027175 1.2458333 1.1283534 1.2263660 0.9226618 1.0056594 [118,] 1.895210 2.084165 1.0971886 0.7642215 1.1040029 1.2466891 1.1294144 1.2269774 0.9236712 1.0064162 [119,] 1.895923 2.084898 1.0979681 0.7647860 1.1046460 1.2471166 1.1299451 1.2272832 0.9241762 1.0067948 [120,] 1.896101 2.085081 1.0981630 0.7649271 1.1048068 1.2472234 1.1300778 1.2273597 0.9243026 1.0068895 [121,] 1.898597 2.087646 1.1008915 0.7669039 1.1070591 1.2487174 1.1319362 1.2284302 0.9260727 1.0082155 [122,] 1.900024 2.089112 1.1024509 0.7680344 1.1083473 1.2495697 1.1329988 1.2290421 0.9270858 1.0089739 [123,] 1.905380 2.094610 1.1082997 0.7722789 1.1131847 1.2527564 1.1369876 1.2313383 0.9308942 1.0118218 [124,] 1.909312 2.098641 1.1125903 0.7753970 1.1167392 1.2550840 1.1399169 1.2330237 0.9336968 1.0139145 [125,] 1.909490 2.098825 1.1127853 0.7755388 1.1169009 1.2551896 1.1400501 1.2331004 0.9338244 1.0140097 [126,] 1.910206 2.099558 1.1135655 0.7761063 1.1175478 1.2556119 1.1405831 1.2334070 0.9343349 1.0143906 [127,] 1.911279 2.100657 1.1147360 0.7769577 1.1185186 1.2562448 1.1413829 1.2338669 0.9351012 1.0149622 [128,] 1.913606 2.103040 1.1172722 0.7788037 1.1206235 1.2576141 1.1431165 1.2348640 0.9367637 1.0162016 [129,] 1.914680 2.104139 1.1184429 0.7796562 1.1215957 1.2582452 1.1439170 1.2353243 0.9375319 1.0167741 [130,] 1.914859 2.104323 1.1186381 0.7797983 1.1217578 1.2583503 1.1440504 1.2354010 0.9376600 1.0168696 [131,] 1.915934 2.105422 1.1198089 0.7806512 1.1227305 1.2589807 1.1448512 1.2358615 0.9384290 1.0174424 [132,] 1.916113 2.105606 1.1200040 0.7807934 1.1228927 1.2590857 1.1449847 1.2359383 0.9385573 1.0175379 [133,] 1.917905 2.107439 1.1219557 0.7822158 1.1245150 1.2601348 1.1463201 1.2367060 0.9398405 1.0184933 [134,] 1.918622 2.108172 1.1227364 0.7827850 1.1251642 1.2605540 1.1468544 1.2370132 0.9403543 1.0188757 [135,] 1.919339 2.108905 1.1235172 0.7833544 1.1258137 1.2609729 1.1473888 1.2373205 0.9408684 1.0192583 [136,] 1.920953 2.110555 1.1252741 0.7846360 1.1272756 1.2619146 1.1485917 1.2380120 0.9420261 1.0201195 [137,] 1.921132 2.110738 1.1254693 0.7847784 1.1274381 1.2620191 1.1487254 1.2380889 0.9421548 1.0202152 [138,] 1.922029 2.111654 1.1264455 0.7854908 1.1282508 1.2625416 1.1493940 1.2384732 0.9427986 1.0206939 [139,] 1.922567 2.112204 1.1270312 0.7859183 1.1287386 1.2628549 1.1497952 1.2387039 0.9431852 1.0209813 [140,] 1.923823 2.113487 1.1283980 0.7869162 1.1298772 1.2635854 1.1507316 1.2392422 0.9440877 1.0216521 [141,] 1.925260 2.114954 1.1299603 0.7880573 1.1311791 1.2644192 1.1518022 1.2398576 0.9451202 1.0224192 [142,] 1.925619 2.115320 1.1303509 0.7883426 1.1315047 1.2646275 1.1520699 1.2400115 0.9453785 1.0226111 [143,] 1.928673 2.118437 1.1336714 0.7907696 1.1342744 1.2663954 1.1543467 1.2413202 0.9475769 1.0242434 [144,] 1.932089 2.121920 1.1373837 0.7934854 1.1373741 1.2683659 1.1568936 1.2427844 0.9500402 1.0260707 [145,] 1.933348 2.123203 1.1387516 0.7944867 1.1385172 1.2690904 1.1578325 1.2433241 0.9509493 1.0267446 [146,] 1.936048 2.125953 1.1416835 0.7966341 1.1409687 1.2706403 1.1598456 1.2444816 0.9529004 1.0281903 [147,] 1.936769 2.126687 1.1424654 0.7972071 1.1416229 1.2710530 1.1603827 1.2447904 0.9534214 1.0285762 [148,] 1.937489 2.127420 1.1432474 0.7977802 1.1422773 1.2714655 1.1609199 1.2450993 0.9539427 1.0289622 [149,] 1.939291 2.129254 1.1452027 0.7992137 1.1439142 1.2724955 1.1622634 1.2458718 0.9552472 1.0299278 [150,] 1.940372 2.130354 1.1463760 0.8000742 1.1448969 1.2731127 1.1630698 1.2463356 0.9560307 1.0305076 [151,] 1.941634 2.131637 1.1477450 0.8010786 1.1460440 1.2738322 1.1640109 1.2468768 0.9569457 1.0311844 [152,] 1.943618 2.133654 1.1498967 0.8026578 1.1478477 1.2749611 1.1654904 1.2477279 0.9583853 1.0322488 [153,] 1.949396 2.139522 1.1561585 0.8072583 1.1531034 1.2782348 1.1697988 1.2502071 0.9625860 1.0353515 [154,] 1.951926 2.142090 1.1588992 0.8092740 1.1554066 1.2796620 1.1716859 1.2512934 0.9644298 1.0367118 [155,] 1.952288 2.142456 1.1592908 0.8095621 1.1557359 1.2798656 1.1719555 1.2514487 0.9646935 1.0369062 [156,] 1.955001 2.145207 1.1622282 0.8117240 1.1582066 1.2813910 1.1739789 1.2526139 0.9666735 1.0383659 [157,] 1.955363 2.145574 1.1626199 0.8120125 1.1585363 1.2815941 1.1742488 1.2527694 0.9669379 1.0385606 [158,] 1.956449 2.146674 1.1637951 0.8128779 1.1595255 1.2822031 1.1750586 1.2532359 0.9677313 1.0391452 [159,] 1.960071 2.150343 1.1677136 0.8157653 1.1628259 1.2842292 1.1777596 1.2547925 0.9703809 1.0410959 [160,] 1.960433 2.150709 1.1681056 0.8160542 1.1631563 1.2844315 1.1780299 1.2549483 0.9706463 1.0412912 [161,] 1.962608 2.152910 1.1704575 0.8177886 1.1651391 1.2856439 1.1796518 1.2558835 0.9722401 1.0424636 [162,] 1.964784 2.155112 1.1728101 0.8195243 1.1671237 1.2868541 1.1812746 1.2568196 0.9738366 1.0436374 [163,] 1.964965 2.155295 1.1730062 0.8196690 1.1672892 1.2869549 1.1814099 1.2568976 0.9739698 1.0437352 [164,] 1.965328 2.155662 1.1733983 0.8199584 1.1676201 1.2871563 1.1816804 1.2570538 0.9742362 1.0439310 [165,] 1.966417 2.156762 1.1745749 0.8208270 1.1686133 1.2877604 1.1824923 1.2575223 0.9750358 1.0445185 [166,] 1.969140 2.159514 1.1775170 0.8229997 1.1710981 1.2892681 1.1845228 1.2586945 0.9770379 1.0459887 [167,] 1.972047 2.162449 1.1806562 0.8253196 1.1737514 1.2908727 1.1866902 1.2599464 0.9791782 1.0475592 [168,] 1.972956 2.163366 1.1816375 0.8260451 1.1745812 1.2913733 1.1873678 1.2603380 0.9798481 1.0480505 [169,] 1.975319 2.165751 1.1841892 0.8279323 1.1767400 1.2926733 1.1891303 1.2613569 0.9815919 1.0493288 [170,] 1.976411 2.166852 1.1853672 0.8288038 1.1777371 1.2932725 1.1899440 1.2618276 0.9823978 1.0499194 [171,] 1.978777 2.169237 1.1879201 0.8306933 1.1798988 1.2945688 1.1917079 1.2628482 0.9841464 1.0512000 [172,] 1.979141 2.169604 1.1883129 0.8309842 1.1802316 1.2947680 1.1919794 1.2630053 0.9844157 1.0513972 [173,] 1.982419 2.172907 1.1918490 0.8336033 1.1832284 1.2965584 1.1944235 1.2644206 0.9868430 1.0531733 [174,] 1.985154 2.175659 1.1947969 0.8357882 1.1857287 1.2980468 1.1964617 1.2656019 0.9888705 1.0546558 [175,] 1.993185 2.183733 1.2034504 0.8422089 1.1930779 1.3023942 1.2024475 1.2690765 0.9948437 1.0590167 [176,] 1.994099 2.184651 1.2044343 0.8429397 1.1939144 1.3028865 1.2031284 1.2694723 0.9955249 1.0595134 [177,] 1.994647 2.185202 1.2050247 0.8433783 1.1944165 1.3031817 1.2035370 1.2697098 0.9959339 1.0598116 [178,] 1.997756 2.188322 1.2083713 0.8458650 1.1972635 1.3048522 1.2058532 1.2710573 0.9982548 1.0615028 [179,] 2.001600 2.192176 1.2125073 0.8489405 1.2007849 1.3069100 1.2087166 1.2727250 1.0011300 1.0635959 [180,] 2.002149 2.192726 1.2130984 0.8493801 1.2012883 1.3072035 1.2091258 1.2729636 1.0015415 1.0638953 [181,] 2.003614 2.194195 1.2146747 0.8505530 1.2026314 1.3079855 1.2102173 1.2736000 1.0026397 1.0646940 [182,] 2.005997 2.196581 1.2172370 0.8524602 1.2048155 1.3092544 1.2119918 1.2746353 1.0044271 1.0659934 [183,] 2.006180 2.196765 1.2174341 0.8526070 1.2049836 1.3093519 1.2121283 1.2747150 1.0045647 1.0660934 [184,] 2.007647 2.198233 1.2190114 0.8537814 1.2063287 1.3101315 1.2132207 1.2753529 1.0056665 1.0668939 [185,] 2.015909 2.206494 1.2278901 0.8603987 1.2139082 1.3145003 1.2193717 1.2789510 1.0118891 1.0714090 [186,] 2.016460 2.207045 1.2284824 0.8608405 1.2144143 1.3147906 1.2197821 1.2791914 1.0123055 1.0717107 [187,] 2.020138 2.210717 1.2324324 0.8637879 1.2177909 1.3167227 1.2225193 1.2807967 1.0150860 1.0737248 [188,] 2.022531 2.213104 1.2350011 0.8657057 1.2199881 1.3179757 1.2242996 1.2818420 1.0168978 1.0750361 [189,] 2.023819 2.214389 1.2363846 0.8667389 1.2211720 1.3186494 1.2252585 1.2824054 1.0178749 1.0757430 [190,] 2.026951 2.217511 1.2397459 0.8692502 1.2240493 1.3202830 1.2275883 1.2837757 1.0202522 1.0774618 [191,] 2.028242 2.218796 1.2411305 0.8702849 1.2252351 1.3209546 1.2285480 1.2843407 1.0212328 1.0781705 [192,] 2.030639 2.221184 1.2437025 0.8722079 1.2274386 1.3222000 1.2303309 1.2853911 1.0230568 1.0794880 [193,] 2.031008 2.221551 1.2440983 0.8725038 1.2277777 1.3223914 1.2306052 1.2855529 1.0233378 1.0796908 [194,] 2.032115 2.222653 1.2452858 0.8733919 1.2287955 1.3229653 1.2314284 1.2860383 1.0241811 1.0802996 [195,] 2.034884 2.225407 1.2482556 0.8756137 1.2313416 1.3243981 1.2334871 1.2872535 1.0262928 1.0818234 [196,] 2.038765 2.229264 1.2524155 0.8787275 1.2349103 1.3263991 1.2363710 1.2889582 1.0292573 1.0839608 [197,] 2.040244 2.230734 1.2540010 0.8799147 1.2362710 1.3271598 1.2374701 1.2896088 1.0303892 1.0847764 [198,] 2.040429 2.230917 1.2541992 0.8800632 1.2364412 1.3272549 1.2376076 1.2896902 1.0305307 1.0848784 [199,] 2.046536 2.236979 1.2607438 0.8849669 1.2420620 1.3303841 1.2421445 1.2923806 1.0352150 1.0882504 [200,] 2.050613 2.241020 1.2651107 0.8882415 1.2458157 1.3324626 1.2451717 1.2941801 1.0383509 1.0905054 [201,] 2.055623 2.245981 1.2704744 0.8922662 1.2504295 1.3350051 1.2488896 1.2963952 1.0422140 1.0932804 [202,] 2.062684 2.252963 1.2780317 0.8979416 1.2569362 1.3385681 1.2541272 1.2995253 1.0476777 1.0972004 [203,] 2.064730 2.254984 1.2802212 0.8995869 1.2588226 1.3395962 1.2556444 1.3004342 1.0492652 1.0983384 [204,] 2.065102 2.255352 1.2806194 0.8998861 1.2591657 1.3397829 1.2559203 1.3005995 1.0495541 1.0985454 [205,] 2.067336 2.257557 1.2830090 0.9016824 1.2612252 1.3409024 1.2575760 1.3015927 1.0512894 1.0997888 [206,] 2.073485 2.263621 1.2895858 0.9066288 1.2668967 1.3439718 1.2621321 1.3043315 1.0560778 1.1032170 [207,] 2.074791 2.264908 1.2909819 0.9076793 1.2681012 1.3446212 1.2630990 1.3049139 1.0570966 1.1039459 [208,] 2.078711 2.268768 1.2951722 0.9108333 1.2717177 1.3465657 1.2660009 1.3066644 1.0601593 1.1061363 [209,] 2.083008 2.272996 1.2997654 0.9142922 1.2756839 1.3486893 1.2691809 1.3085869 1.0635248 1.1085416 [210,] 2.083195 2.273179 1.2999652 0.9144427 1.2758564 1.3487814 1.2693192 1.3086707 1.0636714 1.1086463 [211,] 2.085252 2.275201 1.3021634 0.9160987 1.2777553 1.3497946 1.2708408 1.3095923 1.0652854 1.1097992 [212,] 2.085626 2.275569 1.3025632 0.9163999 1.2781007 1.3499787 1.2711174 1.3097600 1.0655791 1.1100090 [213,] 2.086936 2.276856 1.3039626 0.9174544 1.2793099 1.3506225 1.2720860 1.3103473 1.0666078 1.1107436 [214,] 2.087123 2.277040 1.3041626 0.9176050 1.2794827 1.3507144 1.2722243 1.3104313 1.0667549 1.1108486 [215,] 2.089931 2.279797 1.3071628 0.9198662 1.2820756 1.3520919 1.2743003 1.3116918 1.0689633 1.1124251 [216,] 2.090680 2.280533 1.3079631 0.9204696 1.2827674 1.3524587 1.2748541 1.3120283 1.0695531 1.1128460 [217,] 2.107949 2.297450 1.3264055 0.9343842 1.2987237 1.3608435 1.2876035 1.3198183 1.0832138 1.1225846 [218,] 2.108702 2.298186 1.3272088 0.9349908 1.2994193 1.3612057 1.2881584 1.3201591 1.0838120 1.1230106 [219,] 2.116612 2.305911 1.3356523 0.9413686 1.3067333 1.3649981 1.2939876 1.3237493 1.0901133 1.1274966 [220,] 2.119630 2.308854 1.3388726 0.9438021 1.3095241 1.3664374 1.2962095 1.3251224 1.0925239 1.1292120 [221,] 2.124538 2.313637 1.3441102 0.9477611 1.3140645 1.3687698 1.2998214 1.3273601 1.0964527 1.1320071 [222,] 2.124727 2.313821 1.3443117 0.9479135 1.3142393 1.3688593 1.2999604 1.3274464 1.0966041 1.1321148 [223,] 2.128507 2.317500 1.3483445 0.9509629 1.3177365 1.3706479 1.3027400 1.3291734 1.0996366 1.1342716 [224,] 2.130398 2.319340 1.3503621 0.9524888 1.3194865 1.3715404 1.3041302 1.3300387 1.1011560 1.1353522 [225,] 2.133426 2.322284 1.3535920 0.9549320 1.3222886 1.3729661 1.3063550 1.3314258 1.1035915 1.1370841 [226,] 2.139110 2.327805 1.3596535 0.9595188 1.3275491 1.3756312 1.3105281 1.3340349 1.1081724 1.1403412 [227,] 2.145561 2.334062 1.3665319 0.9647261 1.3335212 1.3786392 1.3152600 1.3370055 1.1133866 1.1440484 [228,] 2.145941 2.334430 1.3669368 0.9650328 1.3338728 1.3788158 1.3155385 1.3371807 1.1136941 1.1442670 [229,] 2.148031 2.336455 1.3691643 0.9667197 1.3358075 1.3797859 1.3170699 1.3381451 1.1153865 1.1454703 [230,] 2.158305 2.346395 1.3801131 0.9750159 1.3453213 1.3845283 1.3245914 1.3429022 1.1237300 1.1514031 [231,] 2.184297 2.371440 1.4077880 0.9960174 1.3693998 1.3963281 1.3435561 1.3550537 1.1449912 1.1665361 [232,] 2.212968 2.398895 1.4382683 1.0192033 1.3959670 1.4090266 1.3643594 1.3686570 1.1686622 1.1834382 [233,] 2.217025 2.402765 1.4425773 1.0224860 1.3997266 1.4107977 1.3672928 1.3705989 1.1720281 1.1858488 [234,] 2.221667 2.407190 1.4475058 1.0262422 1.4040279 1.4128164 1.3706455 1.3728257 1.1758836 1.1886127 [235,] 2.238927 2.423600 1.4658182 1.0402132 1.4200199 1.4202517 1.3830805 1.3811531 1.1902616 1.1989465 [236,] 2.248850 2.433006 1.4763369 1.0482489 1.4292128 1.4244774 1.3902067 1.3859747 1.1985571 1.2049299 [237,] 2.255480 2.439279 1.4833594 1.0536181 1.4353529 1.4272806 1.3949575 1.3892091 1.2041100 1.2089444 [238,] 2.258213 2.441862 1.4862534 1.0558318 1.4378839 1.4284316 1.3969137 1.3905455 1.2064017 1.2106036 [239,] 2.264075 2.447397 1.4924592 1.0605808 1.4433125 1.4308920 1.4011055 1.3934184 1.2113226 1.2141709 [240,] 2.270141 2.453118 1.4988782 1.0654960 1.4489293 1.4334256 1.4054368 1.3963999 1.2164221 1.2178746 [241,] 2.272492 2.455332 1.5013648 1.0674007 1.4511056 1.4344040 1.4071134 1.3975576 1.2184001 1.2193131 [242,] 2.328919 2.508152 1.5609056 1.1131421 1.5032881 1.4573465 1.4470541 1.4257189 1.2661878 1.2544122 [243,] 2.331900 2.510924 1.5640427 1.1155590 1.5060411 1.4585307 1.4491475 1.4272262 1.2687288 1.2562954 [244,] 2.375868 2.551605 1.6102087 1.1512065 1.5465924 1.4756982 1.4798266 1.4497065 1.3064115 1.2843552 n=220 n=340 n=510 n=760 [1,] 0.7646408 0.7227679 0.8157685 0.6650451 [2,] 0.8000251 0.7760637 0.8262217 0.7122952 [3,] 0.8041562 0.7824459 0.8275410 0.7179219 [4,] 0.8136957 0.7972605 0.8307010 0.7310186 [5,] 0.8203706 0.8076713 0.8330190 0.7402673 [6,] 0.8290717 0.8212751 0.8361849 0.7524203 [7,] 0.8295187 0.8219745 0.8363521 0.7530472 [8,] 0.8354115 0.8311973 0.8385985 0.7613304 [9,] 0.8419187 0.8413778 0.8411706 0.7705136 [10,] 0.8519809 0.8570744 0.8453381 0.7847783 [11,] 0.8546176 0.8611718 0.8464688 0.7885277 [12,] 0.8549192 0.8616399 0.8465992 0.7889568 [13,] 0.8557488 0.8629271 0.8469589 0.7901377 [14,] 0.8575601 0.8657342 0.8477497 0.7927176 [15,] 0.8594488 0.8686564 0.8485823 0.7954103 [16,] 0.8615665 0.8719267 0.8495256 0.7984326 [17,] 0.8658852 0.8785737 0.8514812 0.8046070 [18,] 0.8669475 0.8802038 0.8519687 0.8061281 [19,] 0.8684663 0.8825307 0.8526702 0.8083043 [20,] 0.8799774 0.9000150 0.8581626 0.8248647 [21,] 0.8805130 0.9008215 0.8584261 0.8256382 [22,] 0.8871080 0.9106982 0.8617324 0.8351867 [23,] 0.8921886 0.9182352 0.8643620 0.8425713 [24,] 0.8934228 0.9200563 0.8650120 0.8443691 [25,] 0.8974412 0.9259584 0.8671591 0.8502321 [26,] 0.9003847 0.9302548 0.8687620 0.8545362 [27,] 0.9033341 0.9345366 0.8703939 0.8588569 [28,] 0.9066011 0.9392514 0.8722318 0.8636515 [29,] 0.9076139 0.9407070 0.8728081 0.8651395 [30,] 0.9086273 0.9421606 0.8733878 0.8666295 [31,] 0.9088613 0.9424958 0.8735221 0.8669736 [32,] 0.9099537 0.9440588 0.8741513 0.8685809 [33,] 0.9100318 0.9441704 0.8741964 0.8686957 [34,] 0.9101879 0.9443935 0.8742867 0.8689255 [35,] 0.9155060 0.9519522 0.8774060 0.8767652 [36,] 0.9166033 0.9535019 0.8780605 0.8783856 [37,] 0.9206068 0.9591281 0.8804816 0.8843053 [38,] 0.9209212 0.9595681 0.8806740 0.8847707 [39,] 0.9214716 0.9603376 0.8810114 0.8855856 [40,] 0.9232027 0.9627520 0.8820792 0.8881494 [41,] 0.9237538 0.9635190 0.8824212 0.8889661 [42,] 0.9257237 0.9662534 0.8836519 0.8918866 [43,] 0.9268279 0.9677813 0.8843474 0.8935245 [44,] 0.9273802 0.9685444 0.8846968 0.8943440 [45,] 0.9284854 0.9700687 0.8853991 0.8959843 [46,] 0.9298283 0.9719163 0.8862580 0.8979783 [47,] 0.9302234 0.9724590 0.8865119 0.8985651 [48,] 0.9348922 0.9788391 0.8895521 0.9055042 [49,] 0.9349715 0.9789469 0.8896043 0.9056221 [50,] 0.9428277 0.9895487 0.8948925 0.9173173 [51,] 0.9439405 0.9910373 0.8956591 0.9189758 [52,] 0.9449742 0.9924172 0.8963751 0.9205167 [53,] 0.9456900 0.9933711 0.8968733 0.9215840 [54,] 0.9475200 0.9958038 0.8981550 0.9243133 [55,] 0.9478383 0.9962262 0.8983793 0.9247882 [56,] 0.9483955 0.9969647 0.8987726 0.9256195 [57,] 0.9484751 0.9970702 0.8988289 0.9257383 [58,] 0.9508637 1.0002272 0.9005287 0.9293038 [59,] 0.9560426 1.0070236 0.9042867 0.9370435 [60,] 0.9563614 1.0074399 0.9045213 0.9375204 [61,] 0.9577165 1.0092065 0.9055228 0.9395485 [62,] 0.9578759 1.0094141 0.9056411 0.9397872 [63,] 0.9580354 1.0096216 0.9057595 0.9400260 [64,] 0.9581948 1.0098290 0.9058780 0.9402647 [65,] 0.9587528 1.0105546 0.9062934 0.9411005 [66,] 0.9618621 1.0145844 0.9086299 0.9457622 [67,] 0.9619418 1.0146875 0.9086903 0.9458819 [68,] 0.9621012 1.0148935 0.9088112 0.9461212 [69,] 0.9667251 1.0208434 0.9123583 0.9530730 [70,] 0.9690366 1.0238003 0.9141624 0.9565577 [71,] 0.9693554 1.0242072 0.9144128 0.9570389 [72,] 0.9700726 1.0251218 0.9149777 0.9581219 [73,] 0.9703914 1.0255280 0.9152294 0.9586034 [74,] 0.9706305 1.0258324 0.9154184 0.9589646 [75,] 0.9716663 1.0271502 0.9162400 0.9605307 [76,] 0.9721443 1.0277576 0.9166206 0.9612540 [77,] 0.9735783 1.0295767 0.9177676 0.9634255 [78,] 0.9747730 1.0310891 0.9187293 0.9652370 [79,] 0.9750915 1.0314919 0.9189867 0.9657204 [80,] 0.9758082 1.0323972 0.9195673 0.9668085 [81,] 0.9760470 1.0326988 0.9197612 0.9671713 [82,] 0.9782759 1.0355068 0.9215819 0.9705616 [83,] 0.9783555 1.0356068 0.9216473 0.9706828 [84,] 0.9789126 1.0363070 0.9221056 0.9715315 [85,] 0.9797082 1.0373060 0.9227624 0.9727446 [86,] 0.9797878 1.0374058 0.9228282 0.9728660 [87,] 0.9800264 1.0377052 0.9230258 0.9732301 [88,] 0.9827303 1.0410891 0.9252803 0.9773626 [89,] 0.9836048 1.0421803 0.9260157 0.9787019 [90,] 0.9837637 1.0423785 0.9261497 0.9789455 [91,] 0.9839227 1.0425767 0.9262838 0.9791891 [92,] 0.9840021 1.0426758 0.9263509 0.9793110 [93,] 0.9843200 1.0430719 0.9266195 0.9797984 [94,] 0.9869416 1.0463312 0.9288503 0.9838259 [95,] 0.9873386 1.0468237 0.9291905 0.9844371 [96,] 0.9878151 1.0474143 0.9295997 0.9851708 [97,] 0.9897994 1.0498695 0.9313137 0.9882318 [98,] 0.9904342 1.0506534 0.9318654 0.9892127 [99,] 0.9914655 1.0519252 0.9327651 0.9908080 [100,] 0.9920999 1.0527068 0.9333208 0.9917906 [101,] 0.9928929 1.0536825 0.9340176 0.9930198 [102,] 0.9931307 1.0539749 0.9342271 0.9933888 [103,] 0.9932893 1.0541698 0.9343669 0.9936348 [104,] 0.9940027 1.0550461 0.9349972 0.9947425 [105,] 0.9943197 1.0554353 0.9352779 0.9952351 [106,] 0.9949537 1.0562129 0.9358406 0.9962207 [107,] 0.9952706 1.0566014 0.9361225 0.9967138 [108,] 0.9959836 1.0574747 0.9367582 0.9978239 [109,] 0.9971716 1.0589277 0.9378221 0.9996760 [110,] 0.9979634 1.0598948 0.9385343 1.0009121 [111,] 0.9985966 1.0606675 0.9391059 1.0019017 [112,] 0.9989924 1.0611500 0.9394639 1.0025206 [113,] 1.0007330 1.0632691 0.9410462 1.0052471 [114,] 1.0025517 1.0654778 0.9427129 1.0081035 [115,] 1.0035002 1.0666274 0.9435876 1.0095963 [116,] 1.0041323 1.0673928 0.9441726 1.0105924 [117,] 1.0047642 1.0681574 0.9447592 1.0115894 [118,] 1.0053960 1.0689212 0.9453473 1.0125871 [119,] 1.0057119 1.0693028 0.9456419 1.0130862 [120,] 1.0057909 1.0693981 0.9457156 1.0132111 [121,] 1.0068960 1.0707319 0.9467502 1.0149599 [122,] 1.0075273 1.0714930 0.9473434 1.0159603 [123,] 1.0098932 1.0743400 0.9495819 1.0197193 [124,] 1.0116267 1.0764209 0.9512371 1.0224832 [125,] 1.0117055 1.0765154 0.9513126 1.0226090 [126,] 1.0120205 1.0768930 0.9516149 1.0231123 [127,] 1.0124930 1.0774592 0.9520691 1.0238675 [128,] 1.0135164 1.0786844 0.9530560 1.0255055 [129,] 1.0139885 1.0792492 0.9535129 1.0262623 [130,] 1.0140672 1.0793433 0.9535891 1.0263884 [131,] 1.0145393 1.0799076 0.9540470 1.0271457 [132,] 1.0146179 1.0800016 0.9541234 1.0272720 [133,] 1.0154044 1.0809412 0.9548887 1.0285352 [134,] 1.0157190 1.0813166 0.9551955 1.0290409 [135,] 1.0160334 1.0816919 0.9555027 1.0295468 [136,] 1.0167409 1.0825357 0.9561952 1.0306857 [137,] 1.0168195 1.0826294 0.9562723 1.0308123 [138,] 1.0172124 1.0830977 0.9566579 1.0314456 [139,] 1.0174481 1.0833786 0.9568897 1.0318257 [140,] 1.0179980 1.0840335 0.9574311 1.0327130 [141,] 1.0186262 1.0847813 0.9580514 1.0337278 [142,] 1.0187833 1.0849681 0.9582067 1.0339816 [143,] 1.0201177 1.0865545 0.9595307 1.0361412 [144,] 1.0216083 1.0883237 0.9610186 1.0385588 [145,] 1.0221572 1.0889746 0.9615690 1.0394506 [146,] 1.0233331 1.0903674 0.9627524 1.0413635 [147,] 1.0236466 1.0907385 0.9630689 1.0418741 [148,] 1.0239600 1.0911093 0.9633858 1.0423848 [149,] 1.0247434 1.0920357 0.9641797 1.0436623 [150,] 1.0252133 1.0925911 0.9646572 1.0444294 [151,] 1.0257615 1.0932385 0.9652155 1.0453248 [152,] 1.0266226 1.0942548 0.9660951 1.0467329 [153,] 1.0291261 1.0972044 0.9686712 1.0508362 [154,] 1.0302206 1.0984916 0.9698063 1.0526345 [155,] 1.0303769 1.0986753 0.9699688 1.0528916 [156,] 1.0315490 1.1000520 0.9711912 1.0548208 [157,] 1.0317053 1.1002354 0.9713546 1.0550782 [158,] 1.0321740 1.1007853 0.9718455 1.0558505 [159,] 1.0337356 1.1026158 0.9734882 1.0584274 [160,] 1.0338917 1.1027987 0.9736531 1.0586852 [161,] 1.0348281 1.1038949 0.9746442 1.0602332 [162,] 1.0357643 1.1049897 0.9756391 1.0617824 [163,] 1.0358423 1.1050809 0.9757221 1.0619116 [164,] 1.0359982 1.1052632 0.9758884 1.0621699 [165,] 1.0364661 1.1058100 0.9763877 1.0629451 [166,] 1.0376355 1.1071754 0.9776400 1.0648844 [167,] 1.0388823 1.1086296 0.9789823 1.0669550 [168,] 1.0392718 1.1090835 0.9794032 1.0676025 [169,] 1.0402842 1.1102628 0.9805006 1.0692869 [170,] 1.0407514 1.1108066 0.9810086 1.0700647 [171,] 1.0417632 1.1119838 0.9821127 1.0717509 [172,] 1.0419189 1.1121648 0.9822829 1.0720104 [173,] 1.0433193 1.1137921 0.9838202 1.0743474 [174,] 1.0444857 1.1151463 0.9851082 1.0762966 [175,] 1.0479045 1.1191092 0.9889228 1.0820231 [176,] 1.0482927 1.1195587 0.9893598 1.0826746 [177,] 1.0485256 1.1198283 0.9896224 1.0830656 [178,] 1.0498451 1.1213550 0.9911151 1.0852825 [179,] 1.0514741 1.1232385 0.9929708 1.0880235 [180,] 1.0517068 1.1235074 0.9932370 1.0884153 [181,] 1.0523270 1.1242241 0.9939481 1.0894604 [182,] 1.0533347 1.1253880 0.9951077 1.0911596 [183,] 1.0534121 1.1254775 0.9951971 1.0912904 [184,] 1.0540320 1.1261933 0.9959134 1.0923366 [185,] 1.0575158 1.1302135 0.9999789 1.0982291 [186,] 1.0577479 1.1304811 1.0002521 1.0986224 [187,] 1.0592945 1.1322646 1.0020807 1.1012455 [188,] 1.0602992 1.1334229 1.0032760 1.1029517 [189,] 1.0608401 1.1340464 1.0039218 1.1038708 [190,] 1.0621530 1.1355597 1.0054964 1.1061040 [191,] 1.0626934 1.1361825 1.0061475 1.1070240 [192,] 1.0636967 1.1373388 1.0073607 1.1087332 [193,] 1.0638510 1.1375166 1.0075478 1.1089963 [194,] 1.0643139 1.1380500 1.0081099 1.1097854 [195,] 1.0654707 1.1393831 1.0095202 1.1117592 [196,] 1.0670893 1.1412484 1.0115066 1.1145241 [197,] 1.0677056 1.1419587 1.0122670 1.1155779 [198,] 1.0677826 1.1420475 1.0123621 1.1157096 [199,] 1.0703231 1.1449762 1.0155213 1.1200593 [200,] 1.0720153 1.1469278 1.0176466 1.1229613 [201,] 1.0740904 1.1493223 1.0202761 1.1265250 [202,] 1.0770079 1.1526919 1.0240165 1.1315437 [203,] 1.0778518 1.1536674 1.0251080 1.1329971 [204,] 1.0780052 1.1538448 1.0253068 1.1332613 [205,] 1.0789254 1.1549090 1.0265028 1.1348470 [206,] 1.0814544 1.1578366 1.0298161 1.1392084 [207,] 1.0819905 1.1584579 1.0305236 1.1401337 [208,] 1.0835982 1.1603221 1.0326558 1.1429096 [209,] 1.0853580 1.1623649 1.0350082 1.1459500 [210,] 1.0854345 1.1624538 1.0351108 1.1460821 [211,] 1.0862758 1.1634313 1.0362426 1.1475362 [212,] 1.0864287 1.1636091 1.0364489 1.1478006 [213,] 1.0869639 1.1642314 1.0371717 1.1487259 [214,] 1.0870403 1.1643203 1.0372751 1.1488581 [215,] 1.0881868 1.1656544 1.0388303 1.1508408 [216,] 1.0884924 1.1660103 1.0392463 1.1513695 [217,] 1.0955143 1.1742137 1.0489692 1.1635241 [218,] 1.0958193 1.1745713 1.0493987 1.1640523 [219,] 1.0990204 1.1783299 1.0539433 1.1695946 [220,] 1.1002393 1.1797641 1.0556913 1.1717044 [221,] 1.1022195 1.1820974 1.0585517 1.1751308 [222,] 1.1022957 1.1821872 1.0586622 1.1752625 [223,] 1.1038186 1.1839846 1.0608801 1.1778959 [224,] 1.1045799 1.1848841 1.0619946 1.1792119 [225,] 1.1057979 1.1863245 1.0637854 1.1813164 [226,] 1.1080815 1.1890290 1.0671689 1.1852581 [227,] 1.1106693 1.1921003 1.0710440 1.1897183 [228,] 1.1108215 1.1922812 1.0712733 1.1899804 [229,] 1.1116587 1.1932765 1.0725371 1.1914215 [230,] 1.1157693 1.1981733 1.0788066 1.1984816 [231,] 1.1261278 1.2105869 1.0950745 1.2161334 [232,] 1.1374939 1.2243203 1.1136710 1.2352022 [233,] 1.1390986 1.2262671 1.1163554 1.2378644 [234,] 1.1409338 1.2284955 1.1194422 1.2408989 [235,] 1.1477531 1.2367936 1.1310611 1.2520773 [236,] 1.1516733 1.2415742 1.1378393 1.2584286 [237,] 1.1542928 1.2447722 1.1424057 1.2626405 [238,] 1.1553730 1.2460915 1.1442969 1.2643697 [239,] 1.1576909 1.2489239 1.1483705 1.2680655 [240,] 1.1600909 1.2518581 1.1526100 1.2718710 [241,] 1.1610213 1.2529959 1.1542592 1.2733405 [242,] 1.1834695 1.2805036 1.1948479 1.3078861 [243,] 1.1846637 1.2819705 1.1970409 1.3096779 [244,] 1.2024223 1.3038415 1.2298679 1.3358449 > str(pExT <- vapply(SmPen02TExp, predict, FUN.VALUE=newd, newdata = newd)); pExT num [1:244, 1:14] 1.37 1.45 1.46 1.48 1.49 ... - attr(*, "dimnames")=List of 2 ..$ : NULL ..$ : chr [1:14] "n=4" "n=6" "n=9" "n=13" ... n=4 n=6 n=9 n=13 n=20 n=30 n=44 n=67 n=100 n=150 [1,] 1.372744 1.509467 0.4860571 0.3637198 0.6562218 0.8651381 0.7559197 0.9921065 0.5970538 0.7103424 [2,] 1.448749 1.598065 0.5799621 0.4204338 0.7184368 0.9253957 0.8079200 1.0244415 0.6405531 0.7561796 [3,] 1.457625 1.608294 0.5908234 0.4270882 0.7257600 0.9324294 0.8140545 1.0283847 0.6456434 0.7615126 [4,] 1.478153 1.631859 0.6158558 0.4425035 0.7427409 0.9486688 0.8282860 1.0376132 0.6574401 0.7738243 [5,] 1.492541 1.648300 0.6333299 0.4533303 0.7546817 0.9600211 0.8382967 1.0441646 0.6657375 0.7824312 [6,] 1.511330 1.669672 0.6560571 0.4674952 0.7703231 0.9747952 0.8514097 1.0528095 0.6766201 0.7936330 [7,] 1.512296 1.670768 0.6572229 0.4682244 0.7711289 0.9755531 0.8520852 1.0532565 0.6771814 0.7942077 [8,] 1.525039 1.685199 0.6725753 0.4778505 0.7817726 0.9855327 0.8610057 1.0591741 0.6846024 0.8017749 [9,] 1.539123 1.701091 0.6894877 0.4885064 0.7935683 0.9965205 0.8708886 1.0657526 0.6928461 0.8101071 [10,] 1.560919 1.725568 0.7155463 0.5050332 0.8118921 1.0134276 0.8862347 1.0759871 0.7057063 0.8229285 [11,] 1.566633 1.731962 0.7223544 0.5093730 0.8167100 1.0178383 0.8902684 1.0786772 0.7091003 0.8262735 [12,] 1.567287 1.732693 0.7231325 0.5098695 0.8172615 1.0183422 0.8907301 1.0789851 0.7094891 0.8266557 [13,] 1.569085 1.734702 0.7252724 0.5112358 0.8187790 1.0197277 0.8920004 1.0798320 0.7105594 0.8277064 [14,] 1.573011 1.739086 0.7299414 0.5142201 0.8220944 1.0227497 0.8947757 1.0816818 0.7129000 0.8299983 [15,] 1.577105 1.743653 0.7348052 0.5173335 0.8255548 1.0258959 0.8976720 1.0836114 0.7153457 0.8323845 [16,] 1.581695 1.748767 0.7402530 0.5208265 0.8294388 1.0294176 0.9009225 1.0857755 0.7180946 0.8350554 [17,] 1.591057 1.759180 0.7513444 0.5279564 0.8373730 1.0365791 0.9075611 1.0901898 0.7237226 0.8404872 [18,] 1.593360 1.761737 0.7540688 0.5297116 0.8393274 1.0383363 0.9091960 1.0912755 0.7251117 0.8418200 [19,] 1.596653 1.765391 0.7579609 0.5322217 0.8421234 1.0408455 0.9115347 1.0928276 0.7271008 0.8437230 [20,] 1.621605 1.792976 0.7873512 0.5512778 0.8633838 1.0597360 0.9293052 1.1045716 0.7423048 0.8580459 [21,] 1.622766 1.794255 0.7887138 0.5521657 0.8643758 1.0606091 0.9301338 1.1051167 0.7430178 0.8587077 [22,] 1.637056 1.809967 0.8054557 0.5631072 0.8766109 1.0713156 0.9403508 1.1118150 0.7518388 0.8668222 [23,] 1.648059 1.822026 0.8183050 0.5715457 0.8860594 1.0795037 0.9482369 1.1169549 0.7586846 0.8730309 [24,] 1.650732 1.824950 0.8214201 0.5735968 0.8883577 1.0814847 0.9501546 1.1182007 0.7603542 0.8745338 [25,] 1.659430 1.834451 0.8315444 0.5802779 0.8958480 1.0879114 0.9564034 1.1222483 0.7658072 0.8794125 [26,] 1.665800 1.841395 0.8389431 0.5851747 0.9013418 1.0925962 0.9609855 1.1252048 0.7698181 0.8829724 [27,] 1.672180 1.848339 0.8463419 0.5900837 0.9068527 1.0972709 0.9655809 1.1281597 0.7738509 0.8865282 [28,] 1.679244 1.856014 0.8545195 0.5955236 0.9129635 1.1024251 0.9706756 1.1314236 0.7783337 0.8904535 [29,] 1.681433 1.858390 0.8570507 0.5972105 0.9148591 1.1040177 0.9722558 1.1324333 0.7797267 0.8916675 [30,] 1.683624 1.860766 0.8595818 0.5988988 0.9167568 1.1056090 0.9738376 1.1334428 0.7811223 0.8928811 [31,] 1.684130 1.861314 0.8601659 0.5992886 0.9171950 1.1059760 0.9742029 1.1336757 0.7814447 0.8931611 [32,] 1.686490 1.863873 0.8628918 0.6011088 0.9192414 1.1076879 0.9759085 1.1347625 0.7829511 0.8944674 [33,] 1.686659 1.864056 0.8630865 0.6012388 0.9193876 1.1078101 0.9760304 1.1348401 0.7830588 0.8945607 [34,] 1.686996 1.864421 0.8634759 0.6014990 0.9196802 1.1080545 0.9762743 1.1349953 0.7832743 0.8947473 [35,] 1.698486 1.876850 0.8767156 0.6103655 0.9296552 1.1163447 0.9845869 1.1402685 0.7906366 0.9010851 [36,] 1.700855 1.879408 0.8794414 0.6121959 0.9317156 1.1180466 0.9863037 1.1413531 0.7921611 0.9023886 [37,] 1.709501 1.888731 0.8893708 0.6188782 0.9392414 1.1242318 0.9925736 1.1453003 0.7977397 0.9071337 [38,] 1.710180 1.889462 0.8901496 0.6194032 0.9398329 1.1247159 0.9930664 1.1456096 0.7981789 0.9075056 [39,] 1.711368 1.890741 0.8915124 0.6203224 0.9408686 1.1255627 0.9939291 1.1461508 0.7989481 0.9081564 [40,] 1.715105 1.894763 0.8957955 0.6232141 0.9441274 1.1282213 0.9966437 1.1478510 0.8013705 0.9102012 [41,] 1.716295 1.896043 0.8971583 0.6241351 0.9451655 1.1290663 0.9975084 1.1483918 0.8021428 0.9108516 [42,] 1.720548 1.900613 0.9020254 0.6274277 0.9488778 1.1320802 1.0006004 1.1503219 0.8049070 0.9131736 [43,] 1.722932 1.903172 0.9047509 0.6292740 0.9509599 1.1337653 1.0023346 1.1514020 0.8064591 0.9144735 [44,] 1.724124 1.904452 0.9061136 0.6301978 0.9520018 1.1346072 1.0032023 1.1519419 0.8072363 0.9151233 [45,] 1.726510 1.907012 0.9088390 0.6320467 0.9540874 1.1362894 1.0049393 1.1530213 0.8087929 0.9164226 [46,] 1.729409 1.910120 0.9121484 0.6342941 0.9566231 1.1383296 1.0070510 1.1543313 0.8106870 0.9179998 [47,] 1.730262 1.911034 0.9131218 0.6349556 0.9573695 1.1389290 1.0076726 1.1547164 0.8112449 0.9184636 [48,] 1.740343 1.921822 0.9246066 0.6427778 0.9662001 1.1459836 1.0150258 1.1592562 0.8178572 0.9239334 [49,] 1.740514 1.922004 0.9248013 0.6429106 0.9663501 1.1461028 1.0151507 1.1593331 0.8179698 0.9240260 [50,] 1.757492 1.940108 0.9440701 0.6561066 0.9812620 1.1578553 1.0275647 1.1669318 0.8291851 0.9331923 [51,] 1.759899 1.942669 0.9467947 0.6579798 0.9833802 1.1595084 1.0293277 1.1680047 0.8307831 0.9344876 [52,] 1.762135 1.945046 0.9493246 0.6597208 0.9853493 1.1610414 1.0309665 1.1690005 0.8322697 0.9356902 [53,] 1.763684 1.946692 0.9510760 0.6609269 0.9867136 1.1621016 1.0321020 1.1696898 0.8333003 0.9365226 [54,] 1.767646 1.950899 0.9555518 0.6640127 0.9902047 1.1648067 1.0350073 1.1714506 0.8359398 0.9386497 [55,] 1.768335 1.951631 0.9563302 0.6645499 0.9908125 1.1652765 1.0355130 1.1717567 0.8363996 0.9390196 [56,] 1.769542 1.952911 0.9576923 0.6654902 0.9918766 1.1660982 1.0363985 1.1722924 0.8372049 0.9396668 [57,] 1.769714 1.953094 0.9578869 0.6656246 0.9920287 1.1662155 1.0365250 1.1723689 0.8373200 0.9397593 [58,] 1.774891 1.958581 0.9637244 0.6696600 0.9965961 1.1697300 1.0403255 1.1746635 0.8407803 0.9425328 [59,] 1.786130 1.970472 0.9763707 0.6784316 1.0065293 1.1773070 1.0485888 1.1796305 0.8483244 0.9485412 [60,] 1.786823 1.971204 0.9771489 0.6789726 1.0071423 1.1777715 1.0490987 1.1799360 0.8487907 0.9489109 [61,] 1.789769 1.974314 0.9804560 0.6812737 1.0097494 1.1797435 1.0512671 1.1812340 0.8507754 0.9504824 [62,] 1.790115 1.974680 0.9808451 0.6815446 1.0100563 1.1799753 1.0515223 1.1813866 0.8510092 0.9506673 [63,] 1.790462 1.975046 0.9812342 0.6818155 1.0103633 1.1802070 1.0517777 1.1815393 0.8512430 0.9508522 [64,] 1.790809 1.975412 0.9816232 0.6820865 1.0106704 1.1804386 1.0520330 1.1816920 0.8514769 0.9510371 [65,] 1.792023 1.976693 0.9829849 0.6830351 1.0117454 1.1812490 1.0529271 1.1822263 0.8522961 0.9516843 [66,] 1.798793 1.983828 0.9905710 0.6883288 1.0177457 1.1857523 1.0579166 1.1852022 0.8568734 0.9552905 [67,] 1.798966 1.984011 0.9907655 0.6884647 1.0178998 1.1858675 1.0580448 1.1852784 0.8569910 0.9553830 [68,] 1.799314 1.984377 0.9911545 0.6887366 1.0182080 1.1860979 1.0583010 1.1854310 0.8572264 0.9555679 [69,] 1.809406 1.994991 1.0024347 0.6966369 1.0271675 1.1927552 1.0657490 1.1898537 0.8640790 0.9609343 [70,] 1.814462 2.000298 1.0080742 0.7005987 1.0316624 1.1960665 1.0694844 1.1920641 0.8675245 0.9636195 [71,] 1.815160 2.001030 1.0088521 0.7011458 1.0322832 1.1965224 1.0700002 1.1923689 0.8680007 0.9639900 [72,] 1.816731 2.002677 1.0106022 0.7023772 1.0336807 1.1975471 1.0711613 1.1930548 0.8690732 0.9648238 [73,] 1.817429 2.003409 1.0113800 0.7029248 1.0343021 1.1980022 1.0716776 1.1933596 0.8695503 0.9651944 [74,] 1.817953 2.003958 1.0119634 0.7033356 1.0347683 1.1983434 1.0720649 1.1935882 0.8699082 0.9654723 [75,] 1.820224 2.006338 1.0144912 0.7051165 1.0367897 1.1998203 1.0737442 1.1945787 0.8714609 0.9666771 [76,] 1.821272 2.007436 1.0156580 0.7059391 1.0377233 1.2005012 1.0745197 1.1950359 0.8721784 0.9672333 [77,] 1.824419 2.010730 1.0191581 0.7084086 1.0405269 1.2025406 1.0768482 1.1964072 0.8743343 0.9689024 [78,] 1.827044 2.013476 1.0220749 0.7104689 1.0428662 1.2042365 1.0787907 1.1975498 0.8761347 0.9702939 [79,] 1.827744 2.014208 1.0228527 0.7110187 1.0434904 1.2046882 1.0793090 1.1978545 0.8766154 0.9706651 [80,] 1.829320 2.015856 1.0246027 0.7122563 1.0448958 1.2057037 1.0804758 1.1985401 0.8776979 0.9715004 [81,] 1.829846 2.016405 1.0251861 0.7126689 1.0453644 1.2060419 1.0808649 1.1987686 0.8780590 0.9717789 [82,] 1.834753 2.021530 1.0306309 0.7165247 1.0497438 1.2091923 1.0845000 1.2009013 0.8814361 0.9743795 [83,] 1.834929 2.021713 1.0308253 0.7166626 1.0499004 1.2093046 1.0846299 1.2009775 0.8815569 0.9744724 [84,] 1.836157 2.022995 1.0321865 0.7176277 1.0509968 1.2100903 1.0855398 1.2015107 0.8824032 0.9751230 [85,] 1.837912 2.024826 1.0341312 0.7190073 1.0525641 1.2112114 1.0868403 1.2022723 0.8836134 0.9760526 [86,] 1.838087 2.025009 1.0343257 0.7191453 1.0527209 1.2113234 1.0869704 1.2023485 0.8837345 0.9761456 [87,] 1.838614 2.025558 1.0349091 0.7195594 1.0531914 1.2116594 1.0873607 1.2025770 0.8840980 0.9764245 [88,] 1.844588 2.031783 1.0415212 0.7242585 1.0585310 1.2154578 1.0917899 1.2051666 0.8882265 0.9795884 [89,] 1.846523 2.033797 1.0436606 0.7257811 1.0602616 1.2166829 1.0932250 1.2060045 0.8895660 0.9806129 [90,] 1.846875 2.034163 1.0440496 0.7260581 1.0605764 1.2169054 1.0934860 1.2061569 0.8898098 0.9807992 [91,] 1.847226 2.034529 1.0444386 0.7263351 1.0608912 1.2171279 1.0937470 1.2063092 0.8900536 0.9809856 [92,] 1.847402 2.034712 1.0446331 0.7264736 1.0610487 1.2172391 1.0938776 1.2063854 0.8901755 0.9810787 [93,] 1.848106 2.035444 1.0454110 0.7270278 1.0616785 1.2176838 1.0943998 1.2066901 0.8906634 0.9814515 [94,] 1.853919 2.041487 1.0518299 0.7316054 1.0668825 1.2213432 1.0987133 1.2092039 0.8946977 0.9845292 [95,] 1.854800 2.042403 1.0528025 0.7322999 1.0676722 1.2218962 1.0993676 1.2095849 0.8953104 0.9849959 [96,] 1.855858 2.043501 1.0539697 0.7331336 1.0686202 1.2225592 1.1001531 1.2100420 0.8960462 0.9855561 [97,] 1.860270 2.048079 1.0588334 0.7366110 1.0725747 1.2253158 1.1034290 1.2119469 0.8991180 0.9878920 [98,] 1.861682 2.049544 1.0603899 0.7377250 1.0738418 1.2261958 1.1044784 1.2125565 0.9001030 0.9886402 [99,] 1.863979 2.051925 1.0629193 0.7395367 1.0759024 1.2276236 1.1061847 1.2135473 0.9017058 0.9898565 [100,] 1.865393 2.053390 1.0644760 0.7406523 1.0771716 1.2285010 1.1072353 1.2141570 0.9026935 0.9906055 [101,] 1.867162 2.055222 1.0664220 0.7420477 1.0787590 1.2295962 1.1085494 1.2149193 0.9039294 0.9915421 [102,] 1.867692 2.055771 1.0670058 0.7424665 1.0792355 1.2299245 1.1089438 1.2151480 0.9043006 0.9918232 [103,] 1.868046 2.056137 1.0673950 0.7427458 1.0795532 1.2301433 1.1092067 1.2153004 0.9045480 0.9920106 [104,] 1.869639 2.057786 1.0691466 0.7440029 1.0809836 1.2311269 1.1103904 1.2159866 0.9056625 0.9928543 [105,] 1.870347 2.058518 1.0699251 0.7445619 1.0816196 1.2315637 1.1109167 1.2162915 0.9061582 0.9932294 [106,] 1.871763 2.059984 1.0714821 0.7456803 1.0828922 1.2324365 1.1119697 1.2169015 0.9071504 0.9939798 [107,] 1.872472 2.060716 1.0722607 0.7462397 1.0835288 1.2328725 1.1124964 1.2172065 0.9076469 0.9943551 [108,] 1.874066 2.062365 1.0740126 0.7474990 1.0849619 1.2338526 1.1136818 1.2178929 0.9087650 0.9952000 [109,] 1.876725 2.065112 1.0769326 0.7495995 1.0873525 1.2354832 1.1156590 1.2190369 0.9106312 0.9966091 [110,] 1.878499 2.066944 1.0788795 0.7510010 1.0889478 1.2365682 1.1169780 1.2197998 0.9118774 0.9975492 [111,] 1.879918 2.068410 1.0804371 0.7521229 1.0902249 1.2374351 1.1180338 1.2204101 0.9128755 0.9983017 [112,] 1.880806 2.069325 1.0814106 0.7528244 1.0910234 1.2379764 1.1186940 1.2207917 0.9134999 0.9987722 [113,] 1.884713 2.073356 1.0856948 0.7559137 1.0945408 1.2403533 1.1216008 1.2224707 0.9162518 1.0008443 [114,] 1.888802 2.077569 1.0901747 0.7591485 1.0982244 1.2428299 1.1246437 1.2242268 0.9191373 1.0030137 [115,] 1.890937 2.079768 1.0925124 0.7608381 1.1001488 1.2441186 1.1262329 1.2251434 0.9206462 1.0041469 [116,] 1.892361 2.081234 1.0940710 0.7619653 1.1014327 1.2449765 1.1272929 1.2257546 0.9216534 1.0049029 [117,] 1.893785 2.082699 1.0956298 0.7630931 1.1027175 1.2458333 1.1283534 1.2263660 0.9226618 1.0056594 [118,] 1.895210 2.084165 1.0971886 0.7642215 1.1040029 1.2466891 1.1294144 1.2269774 0.9236712 1.0064162 [119,] 1.895923 2.084898 1.0979681 0.7647860 1.1046460 1.2471166 1.1299451 1.2272832 0.9241762 1.0067948 [120,] 1.896101 2.085081 1.0981630 0.7649271 1.1048068 1.2472234 1.1300778 1.2273597 0.9243026 1.0068895 [121,] 1.898597 2.087646 1.1008915 0.7669039 1.1070591 1.2487174 1.1319362 1.2284302 0.9260727 1.0082155 [122,] 1.900024 2.089112 1.1024509 0.7680344 1.1083473 1.2495697 1.1329988 1.2290421 0.9270858 1.0089739 [123,] 1.905380 2.094610 1.1082997 0.7722789 1.1131847 1.2527564 1.1369876 1.2313383 0.9308942 1.0118218 [124,] 1.909312 2.098641 1.1125903 0.7753970 1.1167392 1.2550840 1.1399169 1.2330237 0.9336968 1.0139145 [125,] 1.909490 2.098825 1.1127853 0.7755388 1.1169009 1.2551896 1.1400501 1.2331004 0.9338244 1.0140097 [126,] 1.910206 2.099558 1.1135655 0.7761063 1.1175478 1.2556119 1.1405831 1.2334070 0.9343349 1.0143906 [127,] 1.911279 2.100657 1.1147360 0.7769577 1.1185186 1.2562448 1.1413829 1.2338669 0.9351012 1.0149622 [128,] 1.913606 2.103040 1.1172722 0.7788037 1.1206235 1.2576141 1.1431165 1.2348640 0.9367637 1.0162016 [129,] 1.914680 2.104139 1.1184429 0.7796562 1.1215957 1.2582452 1.1439170 1.2353243 0.9375319 1.0167741 [130,] 1.914859 2.104323 1.1186381 0.7797983 1.1217578 1.2583503 1.1440504 1.2354010 0.9376600 1.0168696 [131,] 1.915934 2.105422 1.1198089 0.7806512 1.1227305 1.2589807 1.1448512 1.2358615 0.9384290 1.0174424 [132,] 1.916113 2.105606 1.1200040 0.7807934 1.1228927 1.2590857 1.1449847 1.2359383 0.9385573 1.0175379 [133,] 1.917905 2.107439 1.1219557 0.7822158 1.1245150 1.2601348 1.1463201 1.2367060 0.9398405 1.0184933 [134,] 1.918622 2.108172 1.1227364 0.7827850 1.1251642 1.2605540 1.1468544 1.2370132 0.9403543 1.0188757 [135,] 1.919339 2.108905 1.1235172 0.7833544 1.1258137 1.2609729 1.1473888 1.2373205 0.9408684 1.0192583 [136,] 1.920953 2.110555 1.1252741 0.7846360 1.1272756 1.2619146 1.1485917 1.2380120 0.9420261 1.0201195 [137,] 1.921132 2.110738 1.1254693 0.7847784 1.1274381 1.2620191 1.1487254 1.2380889 0.9421548 1.0202152 [138,] 1.922029 2.111654 1.1264455 0.7854908 1.1282508 1.2625416 1.1493940 1.2384732 0.9427986 1.0206939 [139,] 1.922567 2.112204 1.1270312 0.7859183 1.1287386 1.2628549 1.1497952 1.2387039 0.9431852 1.0209813 [140,] 1.923823 2.113487 1.1283980 0.7869162 1.1298772 1.2635854 1.1507316 1.2392422 0.9440877 1.0216521 [141,] 1.925260 2.114954 1.1299603 0.7880573 1.1311791 1.2644192 1.1518022 1.2398576 0.9451202 1.0224192 [142,] 1.925619 2.115320 1.1303509 0.7883426 1.1315047 1.2646275 1.1520699 1.2400115 0.9453785 1.0226111 [143,] 1.928673 2.118437 1.1336714 0.7907696 1.1342744 1.2663954 1.1543467 1.2413202 0.9475769 1.0242434 [144,] 1.932089 2.121920 1.1373837 0.7934854 1.1373741 1.2683659 1.1568936 1.2427844 0.9500402 1.0260707 [145,] 1.933348 2.123203 1.1387516 0.7944867 1.1385172 1.2690904 1.1578325 1.2433241 0.9509493 1.0267446 [146,] 1.936048 2.125953 1.1416835 0.7966341 1.1409687 1.2706403 1.1598456 1.2444816 0.9529004 1.0281903 [147,] 1.936769 2.126687 1.1424654 0.7972071 1.1416229 1.2710530 1.1603827 1.2447904 0.9534214 1.0285762 [148,] 1.937489 2.127420 1.1432474 0.7977802 1.1422773 1.2714655 1.1609199 1.2450993 0.9539427 1.0289622 [149,] 1.939291 2.129254 1.1452027 0.7992137 1.1439142 1.2724955 1.1622634 1.2458718 0.9552472 1.0299278 [150,] 1.940372 2.130354 1.1463760 0.8000742 1.1448969 1.2731127 1.1630698 1.2463356 0.9560307 1.0305076 [151,] 1.941634 2.131637 1.1477450 0.8010786 1.1460440 1.2738322 1.1640109 1.2468768 0.9569457 1.0311844 [152,] 1.943618 2.133654 1.1498967 0.8026578 1.1478477 1.2749611 1.1654904 1.2477279 0.9583853 1.0322488 [153,] 1.949396 2.139522 1.1561585 0.8072583 1.1531034 1.2782348 1.1697988 1.2502071 0.9625860 1.0353515 [154,] 1.951926 2.142090 1.1588992 0.8092740 1.1554066 1.2796620 1.1716859 1.2512934 0.9644298 1.0367118 [155,] 1.952288 2.142456 1.1592908 0.8095621 1.1557359 1.2798656 1.1719555 1.2514487 0.9646935 1.0369062 [156,] 1.955001 2.145207 1.1622282 0.8117240 1.1582066 1.2813910 1.1739789 1.2526139 0.9666735 1.0383659 [157,] 1.955363 2.145574 1.1626199 0.8120125 1.1585363 1.2815941 1.1742488 1.2527694 0.9669379 1.0385606 [158,] 1.956449 2.146674 1.1637951 0.8128779 1.1595255 1.2822031 1.1750586 1.2532359 0.9677313 1.0391452 [159,] 1.960071 2.150343 1.1677136 0.8157653 1.1628259 1.2842292 1.1777596 1.2547925 0.9703809 1.0410959 [160,] 1.960433 2.150709 1.1681056 0.8160542 1.1631563 1.2844315 1.1780299 1.2549483 0.9706463 1.0412912 [161,] 1.962608 2.152910 1.1704575 0.8177886 1.1651391 1.2856439 1.1796518 1.2558835 0.9722401 1.0424636 [162,] 1.964784 2.155112 1.1728101 0.8195243 1.1671237 1.2868541 1.1812746 1.2568196 0.9738366 1.0436374 [163,] 1.964965 2.155295 1.1730062 0.8196690 1.1672892 1.2869549 1.1814099 1.2568976 0.9739698 1.0437352 [164,] 1.965328 2.155662 1.1733983 0.8199584 1.1676201 1.2871563 1.1816804 1.2570538 0.9742362 1.0439310 [165,] 1.966417 2.156762 1.1745749 0.8208270 1.1686133 1.2877604 1.1824923 1.2575223 0.9750358 1.0445185 [166,] 1.969140 2.159514 1.1775170 0.8229997 1.1710981 1.2892681 1.1845228 1.2586945 0.9770379 1.0459887 [167,] 1.972047 2.162449 1.1806562 0.8253196 1.1737514 1.2908727 1.1866902 1.2599464 0.9791782 1.0475592 [168,] 1.972956 2.163366 1.1816375 0.8260451 1.1745812 1.2913733 1.1873678 1.2603380 0.9798481 1.0480505 [169,] 1.975319 2.165751 1.1841892 0.8279323 1.1767400 1.2926733 1.1891303 1.2613569 0.9815919 1.0493288 [170,] 1.976411 2.166852 1.1853672 0.8288038 1.1777371 1.2932725 1.1899440 1.2618276 0.9823978 1.0499194 [171,] 1.978777 2.169237 1.1879201 0.8306933 1.1798988 1.2945688 1.1917079 1.2628482 0.9841464 1.0512000 [172,] 1.979141 2.169604 1.1883129 0.8309842 1.1802316 1.2947680 1.1919794 1.2630053 0.9844157 1.0513972 [173,] 1.982419 2.172907 1.1918490 0.8336033 1.1832284 1.2965584 1.1944235 1.2644206 0.9868430 1.0531733 [174,] 1.985154 2.175659 1.1947969 0.8357882 1.1857287 1.2980468 1.1964617 1.2656019 0.9888705 1.0546558 [175,] 1.993185 2.183733 1.2034504 0.8422089 1.1930779 1.3023942 1.2024475 1.2690765 0.9948437 1.0590167 [176,] 1.994099 2.184651 1.2044343 0.8429397 1.1939144 1.3028865 1.2031284 1.2694723 0.9955249 1.0595134 [177,] 1.994647 2.185202 1.2050247 0.8433783 1.1944165 1.3031817 1.2035370 1.2697098 0.9959339 1.0598116 [178,] 1.997756 2.188322 1.2083713 0.8458650 1.1972635 1.3048522 1.2058532 1.2710573 0.9982548 1.0615028 [179,] 2.001600 2.192176 1.2125073 0.8489405 1.2007849 1.3069100 1.2087166 1.2727250 1.0011300 1.0635959 [180,] 2.002149 2.192726 1.2130984 0.8493801 1.2012883 1.3072035 1.2091258 1.2729636 1.0015415 1.0638953 [181,] 2.003614 2.194195 1.2146747 0.8505530 1.2026314 1.3079855 1.2102173 1.2736000 1.0026397 1.0646940 [182,] 2.005997 2.196581 1.2172370 0.8524602 1.2048155 1.3092544 1.2119918 1.2746353 1.0044271 1.0659934 [183,] 2.006180 2.196765 1.2174341 0.8526070 1.2049836 1.3093519 1.2121283 1.2747150 1.0045647 1.0660934 [184,] 2.007647 2.198233 1.2190114 0.8537814 1.2063287 1.3101315 1.2132207 1.2753529 1.0056665 1.0668939 [185,] 2.015909 2.206494 1.2278901 0.8603987 1.2139082 1.3145003 1.2193717 1.2789510 1.0118891 1.0714090 [186,] 2.016460 2.207045 1.2284824 0.8608405 1.2144143 1.3147906 1.2197821 1.2791914 1.0123055 1.0717107 [187,] 2.020138 2.210717 1.2324324 0.8637879 1.2177909 1.3167227 1.2225193 1.2807967 1.0150860 1.0737248 [188,] 2.022531 2.213104 1.2350011 0.8657057 1.2199881 1.3179757 1.2242996 1.2818420 1.0168978 1.0750361 [189,] 2.023819 2.214389 1.2363846 0.8667389 1.2211720 1.3186494 1.2252585 1.2824054 1.0178749 1.0757430 [190,] 2.026951 2.217511 1.2397459 0.8692502 1.2240493 1.3202830 1.2275883 1.2837757 1.0202522 1.0774618 [191,] 2.028242 2.218796 1.2411305 0.8702849 1.2252351 1.3209546 1.2285480 1.2843407 1.0212328 1.0781705 [192,] 2.030639 2.221184 1.2437025 0.8722079 1.2274386 1.3222000 1.2303309 1.2853911 1.0230568 1.0794880 [193,] 2.031008 2.221551 1.2440983 0.8725038 1.2277777 1.3223914 1.2306052 1.2855529 1.0233378 1.0796908 [194,] 2.032115 2.222653 1.2452858 0.8733919 1.2287955 1.3229653 1.2314284 1.2860383 1.0241811 1.0802996 [195,] 2.034884 2.225407 1.2482556 0.8756137 1.2313416 1.3243981 1.2334871 1.2872535 1.0262928 1.0818234 [196,] 2.038765 2.229264 1.2524155 0.8787275 1.2349103 1.3263991 1.2363710 1.2889582 1.0292573 1.0839608 [197,] 2.040244 2.230734 1.2540010 0.8799147 1.2362710 1.3271598 1.2374701 1.2896088 1.0303892 1.0847764 [198,] 2.040429 2.230917 1.2541992 0.8800632 1.2364412 1.3272549 1.2376076 1.2896902 1.0305307 1.0848784 [199,] 2.046536 2.236979 1.2607438 0.8849669 1.2420620 1.3303841 1.2421445 1.2923806 1.0352150 1.0882504 [200,] 2.050613 2.241020 1.2651107 0.8882415 1.2458157 1.3324626 1.2451717 1.2941801 1.0383509 1.0905054 [201,] 2.055623 2.245981 1.2704744 0.8922662 1.2504295 1.3350051 1.2488896 1.2963952 1.0422140 1.0932804 [202,] 2.062684 2.252963 1.2780317 0.8979416 1.2569362 1.3385681 1.2541272 1.2995253 1.0476777 1.0972004 [203,] 2.064730 2.254984 1.2802212 0.8995869 1.2588226 1.3395962 1.2556444 1.3004342 1.0492652 1.0983384 [204,] 2.065102 2.255352 1.2806194 0.8998861 1.2591657 1.3397829 1.2559203 1.3005995 1.0495541 1.0985454 [205,] 2.067336 2.257557 1.2830090 0.9016824 1.2612252 1.3409024 1.2575760 1.3015927 1.0512894 1.0997888 [206,] 2.073485 2.263621 1.2895858 0.9066288 1.2668967 1.3439718 1.2621321 1.3043315 1.0560778 1.1032170 [207,] 2.074791 2.264908 1.2909819 0.9076793 1.2681012 1.3446212 1.2630990 1.3049139 1.0570966 1.1039459 [208,] 2.078711 2.268768 1.2951722 0.9108333 1.2717177 1.3465657 1.2660009 1.3066644 1.0601593 1.1061363 [209,] 2.083008 2.272996 1.2997654 0.9142922 1.2756839 1.3486893 1.2691809 1.3085869 1.0635248 1.1085416 [210,] 2.083195 2.273179 1.2999652 0.9144427 1.2758564 1.3487814 1.2693192 1.3086707 1.0636714 1.1086463 [211,] 2.085252 2.275201 1.3021634 0.9160987 1.2777553 1.3497946 1.2708408 1.3095923 1.0652854 1.1097992 [212,] 2.085626 2.275569 1.3025632 0.9163999 1.2781007 1.3499787 1.2711174 1.3097600 1.0655791 1.1100090 [213,] 2.086936 2.276856 1.3039626 0.9174544 1.2793099 1.3506225 1.2720860 1.3103473 1.0666078 1.1107436 [214,] 2.087123 2.277040 1.3041626 0.9176050 1.2794827 1.3507144 1.2722243 1.3104313 1.0667549 1.1108486 [215,] 2.089931 2.279797 1.3071628 0.9198662 1.2820756 1.3520919 1.2743003 1.3116918 1.0689633 1.1124251 [216,] 2.090680 2.280533 1.3079631 0.9204696 1.2827674 1.3524587 1.2748541 1.3120283 1.0695531 1.1128460 [217,] 2.107949 2.297450 1.3264055 0.9343842 1.2987237 1.3608435 1.2876035 1.3198183 1.0832138 1.1225846 [218,] 2.108702 2.298186 1.3272088 0.9349908 1.2994193 1.3612057 1.2881584 1.3201591 1.0838120 1.1230106 [219,] 2.116612 2.305911 1.3356523 0.9413686 1.3067333 1.3649981 1.2939876 1.3237493 1.0901133 1.1274966 [220,] 2.119630 2.308854 1.3388726 0.9438021 1.3095241 1.3664374 1.2962095 1.3251224 1.0925239 1.1292120 [221,] 2.124538 2.313637 1.3441102 0.9477611 1.3140645 1.3687698 1.2998214 1.3273601 1.0964527 1.1320071 [222,] 2.124727 2.313821 1.3443117 0.9479135 1.3142393 1.3688593 1.2999604 1.3274464 1.0966041 1.1321148 [223,] 2.128507 2.317500 1.3483445 0.9509629 1.3177365 1.3706479 1.3027400 1.3291734 1.0996366 1.1342716 [224,] 2.130398 2.319340 1.3503621 0.9524888 1.3194865 1.3715404 1.3041302 1.3300387 1.1011560 1.1353522 [225,] 2.133426 2.322284 1.3535920 0.9549320 1.3222886 1.3729661 1.3063550 1.3314258 1.1035915 1.1370841 [226,] 2.139110 2.327805 1.3596535 0.9595188 1.3275491 1.3756312 1.3105281 1.3340349 1.1081724 1.1403412 [227,] 2.145561 2.334062 1.3665319 0.9647261 1.3335212 1.3786392 1.3152600 1.3370055 1.1133866 1.1440484 [228,] 2.145941 2.334430 1.3669368 0.9650328 1.3338728 1.3788158 1.3155385 1.3371807 1.1136941 1.1442670 [229,] 2.148031 2.336455 1.3691643 0.9667197 1.3358075 1.3797859 1.3170699 1.3381451 1.1153865 1.1454703 [230,] 2.158305 2.346395 1.3801131 0.9750159 1.3453213 1.3845283 1.3245914 1.3429022 1.1237300 1.1514031 [231,] 2.184297 2.371440 1.4077880 0.9960174 1.3693998 1.3963281 1.3435561 1.3550537 1.1449912 1.1665361 [232,] 2.212968 2.398895 1.4382683 1.0192033 1.3959670 1.4090266 1.3643594 1.3686570 1.1686622 1.1834382 [233,] 2.217025 2.402765 1.4425773 1.0224860 1.3997266 1.4107977 1.3672928 1.3705989 1.1720281 1.1858488 [234,] 2.221667 2.407190 1.4475058 1.0262422 1.4040279 1.4128164 1.3706455 1.3728257 1.1758836 1.1886127 [235,] 2.238927 2.423600 1.4658182 1.0402132 1.4200199 1.4202517 1.3830805 1.3811531 1.1902616 1.1989465 [236,] 2.248850 2.433006 1.4763369 1.0482489 1.4292128 1.4244774 1.3902067 1.3859747 1.1985571 1.2049299 [237,] 2.255480 2.439279 1.4833594 1.0536181 1.4353529 1.4272806 1.3949575 1.3892091 1.2041100 1.2089444 [238,] 2.258213 2.441862 1.4862534 1.0558318 1.4378839 1.4284316 1.3969137 1.3905455 1.2064017 1.2106036 [239,] 2.264075 2.447397 1.4924592 1.0605808 1.4433125 1.4308920 1.4011055 1.3934184 1.2113226 1.2141709 [240,] 2.270141 2.453118 1.4988782 1.0654960 1.4489293 1.4334256 1.4054368 1.3963999 1.2164221 1.2178746 [241,] 2.272492 2.455332 1.5013648 1.0674007 1.4511056 1.4344040 1.4071134 1.3975576 1.2184001 1.2193131 [242,] 2.328919 2.508152 1.5609056 1.1131421 1.5032881 1.4573465 1.4470541 1.4257189 1.2661878 1.2544122 [243,] 2.331900 2.510924 1.5640427 1.1155590 1.5060411 1.4585307 1.4491475 1.4272262 1.2687288 1.2562954 [244,] 2.375868 2.551605 1.6102087 1.1512065 1.5465924 1.4756982 1.4798266 1.4497065 1.3064115 1.2843552 n=220 n=340 n=510 n=760 [1,] 0.7646408 0.7227679 0.8157685 0.6650451 [2,] 0.8000251 0.7760637 0.8262217 0.7122952 [3,] 0.8041562 0.7824459 0.8275410 0.7179219 [4,] 0.8136957 0.7972605 0.8307010 0.7310186 [5,] 0.8203706 0.8076713 0.8330190 0.7402673 [6,] 0.8290717 0.8212751 0.8361849 0.7524203 [7,] 0.8295187 0.8219745 0.8363521 0.7530472 [8,] 0.8354115 0.8311973 0.8385985 0.7613304 [9,] 0.8419187 0.8413778 0.8411706 0.7705136 [10,] 0.8519809 0.8570744 0.8453381 0.7847783 [11,] 0.8546176 0.8611718 0.8464688 0.7885277 [12,] 0.8549192 0.8616399 0.8465992 0.7889568 [13,] 0.8557488 0.8629271 0.8469589 0.7901377 [14,] 0.8575601 0.8657342 0.8477497 0.7927176 [15,] 0.8594488 0.8686564 0.8485823 0.7954103 [16,] 0.8615665 0.8719267 0.8495256 0.7984326 [17,] 0.8658852 0.8785737 0.8514812 0.8046070 [18,] 0.8669475 0.8802038 0.8519687 0.8061281 [19,] 0.8684663 0.8825307 0.8526702 0.8083043 [20,] 0.8799774 0.9000150 0.8581626 0.8248647 [21,] 0.8805130 0.9008215 0.8584261 0.8256382 [22,] 0.8871080 0.9106982 0.8617324 0.8351867 [23,] 0.8921886 0.9182352 0.8643620 0.8425713 [24,] 0.8934228 0.9200563 0.8650120 0.8443691 [25,] 0.8974412 0.9259584 0.8671591 0.8502321 [26,] 0.9003847 0.9302548 0.8687620 0.8545362 [27,] 0.9033341 0.9345366 0.8703939 0.8588569 [28,] 0.9066011 0.9392514 0.8722318 0.8636515 [29,] 0.9076139 0.9407070 0.8728081 0.8651395 [30,] 0.9086273 0.9421606 0.8733878 0.8666295 [31,] 0.9088613 0.9424958 0.8735221 0.8669736 [32,] 0.9099537 0.9440588 0.8741513 0.8685809 [33,] 0.9100318 0.9441704 0.8741964 0.8686957 [34,] 0.9101879 0.9443935 0.8742867 0.8689255 [35,] 0.9155060 0.9519522 0.8774060 0.8767652 [36,] 0.9166033 0.9535019 0.8780605 0.8783856 [37,] 0.9206068 0.9591281 0.8804816 0.8843053 [38,] 0.9209212 0.9595681 0.8806740 0.8847707 [39,] 0.9214716 0.9603376 0.8810114 0.8855856 [40,] 0.9232027 0.9627520 0.8820792 0.8881494 [41,] 0.9237538 0.9635190 0.8824212 0.8889661 [42,] 0.9257237 0.9662534 0.8836519 0.8918866 [43,] 0.9268279 0.9677813 0.8843474 0.8935245 [44,] 0.9273802 0.9685444 0.8846968 0.8943440 [45,] 0.9284854 0.9700687 0.8853991 0.8959843 [46,] 0.9298283 0.9719163 0.8862580 0.8979783 [47,] 0.9302234 0.9724590 0.8865119 0.8985651 [48,] 0.9348922 0.9788391 0.8895521 0.9055042 [49,] 0.9349715 0.9789469 0.8896043 0.9056221 [50,] 0.9428277 0.9895487 0.8948925 0.9173173 [51,] 0.9439405 0.9910373 0.8956591 0.9189758 [52,] 0.9449742 0.9924172 0.8963751 0.9205167 [53,] 0.9456900 0.9933711 0.8968733 0.9215840 [54,] 0.9475200 0.9958038 0.8981550 0.9243133 [55,] 0.9478383 0.9962262 0.8983793 0.9247882 [56,] 0.9483955 0.9969647 0.8987726 0.9256195 [57,] 0.9484751 0.9970702 0.8988289 0.9257383 [58,] 0.9508637 1.0002272 0.9005287 0.9293038 [59,] 0.9560426 1.0070236 0.9042867 0.9370435 [60,] 0.9563614 1.0074399 0.9045213 0.9375204 [61,] 0.9577165 1.0092065 0.9055228 0.9395485 [62,] 0.9578759 1.0094141 0.9056411 0.9397872 [63,] 0.9580354 1.0096216 0.9057595 0.9400260 [64,] 0.9581948 1.0098290 0.9058780 0.9402647 [65,] 0.9587528 1.0105546 0.9062934 0.9411005 [66,] 0.9618621 1.0145844 0.9086299 0.9457622 [67,] 0.9619418 1.0146875 0.9086903 0.9458819 [68,] 0.9621012 1.0148935 0.9088112 0.9461212 [69,] 0.9667251 1.0208434 0.9123583 0.9530730 [70,] 0.9690366 1.0238003 0.9141624 0.9565577 [71,] 0.9693554 1.0242072 0.9144128 0.9570389 [72,] 0.9700726 1.0251218 0.9149777 0.9581219 [73,] 0.9703914 1.0255280 0.9152294 0.9586034 [74,] 0.9706305 1.0258324 0.9154184 0.9589646 [75,] 0.9716663 1.0271502 0.9162400 0.9605307 [76,] 0.9721443 1.0277576 0.9166206 0.9612540 [77,] 0.9735783 1.0295767 0.9177676 0.9634255 [78,] 0.9747730 1.0310891 0.9187293 0.9652370 [79,] 0.9750915 1.0314919 0.9189867 0.9657204 [80,] 0.9758082 1.0323972 0.9195673 0.9668085 [81,] 0.9760470 1.0326988 0.9197612 0.9671713 [82,] 0.9782759 1.0355068 0.9215819 0.9705616 [83,] 0.9783555 1.0356068 0.9216473 0.9706828 [84,] 0.9789126 1.0363070 0.9221056 0.9715315 [85,] 0.9797082 1.0373060 0.9227624 0.9727446 [86,] 0.9797878 1.0374058 0.9228282 0.9728660 [87,] 0.9800264 1.0377052 0.9230258 0.9732301 [88,] 0.9827303 1.0410891 0.9252803 0.9773626 [89,] 0.9836048 1.0421803 0.9260157 0.9787019 [90,] 0.9837637 1.0423785 0.9261497 0.9789455 [91,] 0.9839227 1.0425767 0.9262838 0.9791891 [92,] 0.9840021 1.0426758 0.9263509 0.9793110 [93,] 0.9843200 1.0430719 0.9266195 0.9797984 [94,] 0.9869416 1.0463312 0.9288503 0.9838259 [95,] 0.9873386 1.0468237 0.9291905 0.9844371 [96,] 0.9878151 1.0474143 0.9295997 0.9851708 [97,] 0.9897994 1.0498695 0.9313137 0.9882318 [98,] 0.9904342 1.0506534 0.9318654 0.9892127 [99,] 0.9914655 1.0519252 0.9327651 0.9908080 [100,] 0.9920999 1.0527068 0.9333208 0.9917906 [101,] 0.9928929 1.0536825 0.9340176 0.9930198 [102,] 0.9931307 1.0539749 0.9342271 0.9933888 [103,] 0.9932893 1.0541698 0.9343669 0.9936348 [104,] 0.9940027 1.0550461 0.9349972 0.9947425 [105,] 0.9943197 1.0554353 0.9352779 0.9952351 [106,] 0.9949537 1.0562129 0.9358406 0.9962207 [107,] 0.9952706 1.0566014 0.9361225 0.9967138 [108,] 0.9959836 1.0574747 0.9367582 0.9978239 [109,] 0.9971716 1.0589277 0.9378221 0.9996760 [110,] 0.9979634 1.0598948 0.9385343 1.0009121 [111,] 0.9985966 1.0606675 0.9391059 1.0019017 [112,] 0.9989924 1.0611500 0.9394639 1.0025206 [113,] 1.0007330 1.0632691 0.9410462 1.0052471 [114,] 1.0025517 1.0654778 0.9427129 1.0081035 [115,] 1.0035002 1.0666274 0.9435876 1.0095963 [116,] 1.0041323 1.0673928 0.9441726 1.0105924 [117,] 1.0047642 1.0681574 0.9447592 1.0115894 [118,] 1.0053960 1.0689212 0.9453473 1.0125871 [119,] 1.0057119 1.0693028 0.9456419 1.0130862 [120,] 1.0057909 1.0693981 0.9457156 1.0132111 [121,] 1.0068960 1.0707319 0.9467502 1.0149599 [122,] 1.0075273 1.0714930 0.9473434 1.0159603 [123,] 1.0098932 1.0743400 0.9495819 1.0197193 [124,] 1.0116267 1.0764209 0.9512371 1.0224832 [125,] 1.0117055 1.0765154 0.9513126 1.0226090 [126,] 1.0120205 1.0768930 0.9516149 1.0231123 [127,] 1.0124930 1.0774592 0.9520691 1.0238675 [128,] 1.0135164 1.0786844 0.9530560 1.0255055 [129,] 1.0139885 1.0792492 0.9535129 1.0262623 [130,] 1.0140672 1.0793433 0.9535891 1.0263884 [131,] 1.0145393 1.0799076 0.9540470 1.0271457 [132,] 1.0146179 1.0800016 0.9541234 1.0272720 [133,] 1.0154044 1.0809412 0.9548887 1.0285352 [134,] 1.0157190 1.0813166 0.9551955 1.0290409 [135,] 1.0160334 1.0816919 0.9555027 1.0295468 [136,] 1.0167409 1.0825357 0.9561952 1.0306857 [137,] 1.0168195 1.0826294 0.9562723 1.0308123 [138,] 1.0172124 1.0830977 0.9566579 1.0314456 [139,] 1.0174481 1.0833786 0.9568897 1.0318257 [140,] 1.0179980 1.0840335 0.9574311 1.0327130 [141,] 1.0186262 1.0847813 0.9580514 1.0337278 [142,] 1.0187833 1.0849681 0.9582067 1.0339816 [143,] 1.0201177 1.0865545 0.9595307 1.0361412 [144,] 1.0216083 1.0883237 0.9610186 1.0385588 [145,] 1.0221572 1.0889746 0.9615690 1.0394506 [146,] 1.0233331 1.0903674 0.9627524 1.0413635 [147,] 1.0236466 1.0907385 0.9630689 1.0418741 [148,] 1.0239600 1.0911093 0.9633858 1.0423848 [149,] 1.0247434 1.0920357 0.9641797 1.0436623 [150,] 1.0252133 1.0925911 0.9646572 1.0444294 [151,] 1.0257615 1.0932385 0.9652155 1.0453248 [152,] 1.0266226 1.0942548 0.9660951 1.0467329 [153,] 1.0291261 1.0972044 0.9686712 1.0508362 [154,] 1.0302206 1.0984916 0.9698063 1.0526345 [155,] 1.0303769 1.0986753 0.9699688 1.0528916 [156,] 1.0315490 1.1000520 0.9711912 1.0548208 [157,] 1.0317053 1.1002354 0.9713546 1.0550782 [158,] 1.0321740 1.1007853 0.9718455 1.0558505 [159,] 1.0337356 1.1026158 0.9734882 1.0584274 [160,] 1.0338917 1.1027987 0.9736531 1.0586852 [161,] 1.0348281 1.1038949 0.9746442 1.0602332 [162,] 1.0357643 1.1049897 0.9756391 1.0617824 [163,] 1.0358423 1.1050809 0.9757221 1.0619116 [164,] 1.0359982 1.1052632 0.9758884 1.0621699 [165,] 1.0364661 1.1058100 0.9763877 1.0629451 [166,] 1.0376355 1.1071754 0.9776400 1.0648844 [167,] 1.0388823 1.1086296 0.9789823 1.0669550 [168,] 1.0392718 1.1090835 0.9794032 1.0676025 [169,] 1.0402842 1.1102628 0.9805006 1.0692869 [170,] 1.0407514 1.1108066 0.9810086 1.0700647 [171,] 1.0417632 1.1119838 0.9821127 1.0717509 [172,] 1.0419189 1.1121648 0.9822829 1.0720104 [173,] 1.0433193 1.1137921 0.9838202 1.0743474 [174,] 1.0444857 1.1151463 0.9851082 1.0762966 [175,] 1.0479045 1.1191092 0.9889228 1.0820231 [176,] 1.0482927 1.1195587 0.9893598 1.0826746 [177,] 1.0485256 1.1198283 0.9896224 1.0830656 [178,] 1.0498451 1.1213550 0.9911151 1.0852825 [179,] 1.0514741 1.1232385 0.9929708 1.0880235 [180,] 1.0517068 1.1235074 0.9932370 1.0884153 [181,] 1.0523270 1.1242241 0.9939481 1.0894604 [182,] 1.0533347 1.1253880 0.9951077 1.0911596 [183,] 1.0534121 1.1254775 0.9951971 1.0912904 [184,] 1.0540320 1.1261933 0.9959134 1.0923366 [185,] 1.0575158 1.1302135 0.9999789 1.0982291 [186,] 1.0577479 1.1304811 1.0002521 1.0986224 [187,] 1.0592945 1.1322646 1.0020807 1.1012455 [188,] 1.0602992 1.1334229 1.0032760 1.1029517 [189,] 1.0608401 1.1340464 1.0039218 1.1038708 [190,] 1.0621530 1.1355597 1.0054964 1.1061040 [191,] 1.0626934 1.1361825 1.0061475 1.1070240 [192,] 1.0636967 1.1373388 1.0073607 1.1087332 [193,] 1.0638510 1.1375166 1.0075478 1.1089963 [194,] 1.0643139 1.1380500 1.0081099 1.1097854 [195,] 1.0654707 1.1393831 1.0095202 1.1117592 [196,] 1.0670893 1.1412484 1.0115066 1.1145241 [197,] 1.0677056 1.1419587 1.0122670 1.1155779 [198,] 1.0677826 1.1420475 1.0123621 1.1157096 [199,] 1.0703231 1.1449762 1.0155213 1.1200593 [200,] 1.0720153 1.1469278 1.0176466 1.1229613 [201,] 1.0740904 1.1493223 1.0202761 1.1265250 [202,] 1.0770079 1.1526919 1.0240165 1.1315437 [203,] 1.0778518 1.1536674 1.0251080 1.1329971 [204,] 1.0780052 1.1538448 1.0253068 1.1332613 [205,] 1.0789254 1.1549090 1.0265028 1.1348470 [206,] 1.0814544 1.1578366 1.0298161 1.1392084 [207,] 1.0819905 1.1584579 1.0305236 1.1401337 [208,] 1.0835982 1.1603221 1.0326558 1.1429096 [209,] 1.0853580 1.1623649 1.0350082 1.1459500 [210,] 1.0854345 1.1624538 1.0351108 1.1460821 [211,] 1.0862758 1.1634313 1.0362426 1.1475362 [212,] 1.0864287 1.1636091 1.0364489 1.1478006 [213,] 1.0869639 1.1642314 1.0371717 1.1487259 [214,] 1.0870403 1.1643203 1.0372751 1.1488581 [215,] 1.0881868 1.1656544 1.0388303 1.1508408 [216,] 1.0884924 1.1660103 1.0392463 1.1513695 [217,] 1.0955143 1.1742137 1.0489692 1.1635241 [218,] 1.0958193 1.1745713 1.0493987 1.1640523 [219,] 1.0990204 1.1783299 1.0539433 1.1695946 [220,] 1.1002393 1.1797641 1.0556913 1.1717044 [221,] 1.1022195 1.1820974 1.0585517 1.1751308 [222,] 1.1022957 1.1821872 1.0586622 1.1752625 [223,] 1.1038186 1.1839846 1.0608801 1.1778959 [224,] 1.1045799 1.1848841 1.0619946 1.1792119 [225,] 1.1057979 1.1863245 1.0637854 1.1813164 [226,] 1.1080815 1.1890290 1.0671689 1.1852581 [227,] 1.1106693 1.1921003 1.0710440 1.1897183 [228,] 1.1108215 1.1922812 1.0712733 1.1899804 [229,] 1.1116587 1.1932765 1.0725371 1.1914215 [230,] 1.1157693 1.1981733 1.0788066 1.1984816 [231,] 1.1261278 1.2105869 1.0950745 1.2161334 [232,] 1.1374939 1.2243203 1.1136710 1.2352022 [233,] 1.1390986 1.2262671 1.1163554 1.2378644 [234,] 1.1409338 1.2284955 1.1194422 1.2408989 [235,] 1.1477531 1.2367936 1.1310611 1.2520773 [236,] 1.1516733 1.2415742 1.1378393 1.2584286 [237,] 1.1542928 1.2447722 1.1424057 1.2626405 [238,] 1.1553730 1.2460915 1.1442969 1.2643697 [239,] 1.1576909 1.2489239 1.1483705 1.2680655 [240,] 1.1600909 1.2518581 1.1526100 1.2718710 [241,] 1.1610213 1.2529959 1.1542592 1.2733405 [242,] 1.1834695 1.2805036 1.1948479 1.3078861 [243,] 1.1846637 1.2819705 1.1970409 1.3096779 [244,] 1.2024223 1.3038415 1.2298679 1.3358449 > > > ### 6. original from ../man/sim.est.Rd (w/ n = 50) ========================================= > doSIM <- function(d, method, lambda=NULL, L=NULL, nmulti=3, ...) { + # "BUG": sim.est(x, y) does *not* work when ncol(d$y) == 1 !! ---> + if(!is.matrix(d$y) || ncol(d$y) < 2) + stop("[Bug in sim.est():] d$y must be a matrix with at least 2 columns") + ## for back compatiblity with simest_0.4 + if (method == "cvx.lse.con") { method <- "cvx.lse.reg"; force <- FALSE } + if (method == "cvx.lse" ) { method <- "cvx.lse.reg"; force <- TRUE } + else force <- FALSE # unused + doEst(d, sim.est, method=method, force=force, lambda=lambda, L=L, nmulti=nmulti, ...) + } > simMeths <- c("cvx.pen", "cvx.lip", "cvx.lse.con", "cvx.lse", "smooth.pen") > > ## FIXME some methods need lambda , other need L -- ?? > > ## A bug in sim.est ==> n = 6 _fails_ with old simest() --- needs ' , drop=FALSE ' in A[.....] : > ## Error in colSums(fit$residuals * fit$deriv * A[, -c(1, 2)]) (from #2) : > ## 'x' must be an array of at least two dimensions > > try( + SimAll.sqr <- lapply(setNames(,simMeths), + function(meth) lapply(d.sqr_, doSIM, method = meth)) + ) Error in FUN(X[[i]], ...) : [Bug in sim.est():] d$y must be a matrix with at least 2 columns > try( + SimAll.exp <- lapply(setNames(,simMeths), + function(meth) lapply(d.exp_, doSIM, method = meth)) + ) Error in FUN(X[[i]], ...) : [Bug in sim.est():] d$y must be a matrix with at least 2 columns > > if(FALSE) { #++++++++++++++++++++++++ NOT YET ++++++++++++++++++++++++++++++++++++++++++++++++++++ + + SimAllSqr <- lapply(SimAll.sqr, function(sim) lapply(sim, `[[`, "fit")) + SimAllExp <- lapply(SimAll.exp, function(sim) lapply(sim, `[[`, "fit")) + + lapply(SimAll.sqr, function(sim) prMilli(t(sapply(sim, `[[`, "sys.tm")))) + lapply(SimAll.exp, function(sim) prMilli(t(sapply(sim, `[[`, "sys.tm")))) + + + if(do.pdf) pdf("cvxSim01_sqr.pdf"); invisible( lapply(Sim01Sqr, plot) ) ; if(do.pdf) dev.off() + if(do.pdf) pdf("cvxSim02_sqr.pdf"); invisible( lapply(Sim02Sqr, plot) ) ; if(do.pdf) dev.off() + if(do.pdf) pdf("cvxSim05_sqr.pdf"); invisible( lapply(Sim05Sqr, plot) ) ; if(do.pdf) dev.off() + if(do.pdf) pdf("cvxSim10_sqr.pdf"); invisible( lapply(Sim10Sqr, plot) ) ; if(do.pdf) dev.off() + + if(do.pdf) pdf("cvxSim01_exp.pdf"); invisible( lapply(Sim01Exp, plot) ) ; if(do.pdf) dev.off() + if(do.pdf) pdf("cvxSim02_exp.pdf"); invisible( lapply(Sim02Exp, plot) ) ; if(do.pdf) dev.off() + if(do.pdf) pdf("cvxSim05_exp.pdf"); invisible( lapply(Sim05Exp, plot) ) ; if(do.pdf) dev.off() + + ## predict + str(pSq1 <- vapply(Sim01Sqr, predict, FUN.VALUE=newd, newdata = newd)); pSq1 + str(pSq2 <- vapply(Sim02Sqr, predict, FUN.VALUE=newd, newdata = newd)); pSq2 + str(pSq5 <- vapply(Sim05Sqr, predict, FUN.VALUE=newd, newdata = newd)); pSq5 + str(pSq10<- vapply(Sim10Sqr, predict, FUN.VALUE=newd, newdata = newd)); pSq10 + + (pEx1 <- vapply(Sim01Exp, predict, FUN.VALUE=newd, newdata = newd)) + (pEx2 <- vapply(Sim02Exp, predict, FUN.VALUE=newd, newdata = newd)) + (pEx5 <- vapply(Sim03Exp, predict, FUN.VALUE=newd, newdata = newd)) + + }### NOT YET ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ > > ### 7. original from ../man/simestgcv.Rd (w/ n = 50) ========================================== > doSimCV <- function(d, lambda, ...) doEst(d, simestgcv, lambda=lambda, ...) > > try( + SimCV01.sqr <- lapply(d.sqr, doSimCV, lambda = 0.1) # error invalid 'xmax' + ) Timing stopped at: 0 0 0 Error in optimize(GcvOpt, lower = lambda[1], upper = lambda[2], BetaInit = beta.init, : invalid 'xmax' value In addition: Warning message: In cvxFN(d$x, d$y, ...) : 'nmulti' not given. Taking nmulti = 1 > > if(FALSE) { #++++++++++++++++++++++++ NOT YET ++++++++++++++++++++++++++++++++++++++++++++++++++++ + + SimCV02.sqr <- lapply(d.sqr, doSimCV, lambda = 0.2) + SimCV05.sqr <- lapply(d.sqr, doSimCV, lambda = 0.5) + SimCV10.sqr <- lapply(d.sqr, doSimCV, lambda = 1.0) + + SimCV01.exp <- lapply(d.exp, doSimCV, lambda = 0.1) + SimCV02.exp <- lapply(d.exp, doSimCV, lambda = 0.2) + SimCV05.exp <- lapply(d.exp, doSimCV, lambda = 0.5) + + SimCV01Sqr <- lapply(SimCV01.sqr, `[[`, "fit") + SimCV02Sqr <- lapply(SimCV02.sqr, `[[`, "fit") + SimCV05Sqr <- lapply(SimCV05.sqr, `[[`, "fit") + SimCV10Sqr <- lapply(SimCV10.sqr, `[[`, "fit") + prMilli(t(sapply(SimCV01.sqr, `[[`, "sys.tm"))) + prMilli(t(sapply(SimCV02.sqr, `[[`, "sys.tm"))) + prMilli(t(sapply(SimCV05.sqr, `[[`, "sys.tm"))) + prMilli(t(sapply(SimCV10.sqr, `[[`, "sys.tm"))) + + SimCV01Exp <- lapply(SimCV01.exp, `[[`, "fit") + SimCV02Exp <- lapply(SimCV02.exp, `[[`, "fit") + SimCV05Exp <- lapply(SimCV05.exp, `[[`, "fit") + prMilli(t(sapply(SimCV01.exp, `[[`, "sys.tm"))) # in milli sec + prMilli(t(sapply(SimCV02.exp, `[[`, "sys.tm"))) # in milli sec + prMilli(t(sapply(SimCV05.exp, `[[`, "sys.tm"))) # in milli sec + + + ## if(FALSE) { ## FAILS -- because of the above BUG! + if(do.pdf) pdf("cvxSimCV01_sqr.pdf"); invisible( lapply(SimCV01Sqr, plot) ) ; if(do.pdf) dev.off() + if(do.pdf) pdf("cvxSimCV02_sqr.pdf"); invisible( lapply(SimCV02Sqr, plot) ) ; if(do.pdf) dev.off() + if(do.pdf) pdf("cvxSimCV05_sqr.pdf"); invisible( lapply(SimCV05Sqr, plot) ) ; if(do.pdf) dev.off() + if(do.pdf) pdf("cvxSimCV10_sqr.pdf"); invisible( lapply(SimCV10Sqr, plot) ) ; if(do.pdf) dev.off() + ## } + if(do.pdf) pdf("cvxSimCV01_exp.pdf"); invisible( lapply(SimCV01Exp, plot) ) ; if(do.pdf) dev.off() + if(do.pdf) pdf("cvxSimCV02_exp.pdf"); invisible( lapply(SimCV02Exp, plot) ) ; if(do.pdf) dev.off() + if(do.pdf) pdf("cvxSimCV05_exp.pdf"); invisible( lapply(SimCV05Exp, plot) ) ; if(do.pdf) dev.off() + + str(pSq1 <- vapply(SimCV01Sqr, predict, FUN.VALUE=newd, newdata = newd)); pSq1 + str(pSq2 <- vapply(SimCV02Sqr, predict, FUN.VALUE=newd, newdata = newd)); pSq2 + str(pSq5 <- vapply(SimCV05Sqr, predict, FUN.VALUE=newd, newdata = newd)); pSq5 + str(pSq10<- vapply(SimCV10Sqr, predict, FUN.VALUE=newd, newdata = newd)); pSq10 + # default 7 digits + (pEx1 <- vapply(SimCV01Exp, predict, FUN.VALUE=newd, newdata = newd)) + (pEx2 <- vapply(SimCV02Exp, predict, FUN.VALUE=newd, newdata = newd)) + (pEx5 <- vapply(SimCV03Exp, predict, FUN.VALUE=newd, newdata = newd)) + + }### NOT YET ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ > > > > > > > options(oop) ## revert options() at end > > proc.time() user system elapsed 46.29 0.84 47.12