R version 2.7.2 (2008-08-25) Copyright (C) 2008 The R Foundation for Statistical Computing ISBN 3-900051-07-0 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > z <- c(103.2,102.9,102.6,102.3,102.1,101.5,101.1,101.9,101.5,101.5,102.0,101.5,101.6,101.5,101.9,102.0,102.0,102.2,102.2,102.3,102.0,101.8,101.8,101.6,101.9,102.3,102.4,102.1,102.3,102.2) > y <- c(101.5,101.3,101.1,101.1,101.4,101.4,101.3,101.2,101.2,101.4,101.1,101.1,101.0,101.0,101.0,100.6,100.6,100.7,100.8,100.9,100.8,100.8,100.8,100.8,100.9,101.0,101.0,101.5,101.1,101.0) > x <- c(103.0,103.5,103.9,104.4,103.5,104.7,101.6,102.3,101.2,101.4,102.7,101.5,102.1,100.5,101.7,103.6,103.2,101.7,105.6,103.7,104.3,105.9,104.8,106.0,105.6,106.7,103.3,103.0,101.6,101.7) > par7 = 'Variable Z' > par6 = 'Variable Y' > par5 = 'Variable X' > par4 = 'Y' > par3 = 'Y' > par2 = '50' > par1 = '50' > #'GNU S' R Code compiled by R2WASP v. 1.0.44 () > #Author: Prof. Dr. P. Wessa > #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > #Technical description: Write here your technical program description (don't use hard returns!) > x <- array(x,dim=c(length(x),1)) > colnames(x) <- par5 > y <- array(y,dim=c(length(y),1)) > colnames(y) <- par6 > z <- array(z,dim=c(length(z),1)) > colnames(z) <- par7 > d <- data.frame(cbind(z,y,x)) > colnames(d) <- list(par7,par6,par5) > par1 <- as.numeric(par1) > par2 <- as.numeric(par2) > if (par1>500) par1 <- 500 > if (par2>500) par2 <- 500 > if (par1<10) par1 <- 10 > if (par2<10) par2 <- 10 > library(GenKern) Loading required package: KernSmooth KernSmooth 2.22 installed Copyright M. P. Wand 1997 Loading GenKern version 1.1 Copyright Lucy and Aykroyd 2000 last update October 2004 requires KernSmooth Package GenKern installed > library(lattice) > panel.hist <- function(x, ...) + { + usr <- par('usr'); on.exit(par(usr)) + par(usr = c(usr[1:2], 0, 1.5) ) + h <- hist(x, plot = FALSE) + breaks <- h$breaks; nB <- length(breaks) + y <- h$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/rcomp/tmp/1is471226590519.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/2goby1226590519.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/3789y1226590519.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/4h8901226590519.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/rcomp/tmp/5c3cu1226590519.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,y)',xlab=par5,ylab=par6) > if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE) > if (par4=='Y') points(x,y) > (r<-lm(y ~ x)) Call: lm(formula = y ~ x) Coefficients: (Intercept) x 105.77055 -0.04573 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/66j731226590519.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(y,z, xgridsize=par1, ygridsize=par2, correlation=cor(y,z), xbandwidth=dpik(y), ybandwidth=dpik(z)) > op $xords [1] 100.3771 100.4045 100.4320 100.4595 100.4869 100.5144 100.5419 100.5693 [9] 100.5968 100.6243 100.6517 100.6792 100.7067 100.7341 100.7616 100.7891 [17] 100.8165 100.8440 100.8715 100.8989 100.9264 100.9539 100.9813 101.0088 [25] 101.0363 101.0637 101.0912 101.1187 101.1461 101.1736 101.2011 101.2285 [33] 101.2560 101.2835 101.3109 101.3384 101.3659 101.3933 101.4208 101.4483 [41] 101.4757 101.5032 101.5307 101.5581 101.5856 101.6131 101.6405 101.6680 [49] 101.6955 101.7229 $yords [1] 100.7705 100.8268 100.8832 100.9395 100.9958 101.0521 101.1084 101.1647 [9] 101.2210 101.2773 101.3336 101.3899 101.4462 101.5025 101.5588 101.6151 [17] 101.6714 101.7277 101.7840 101.8403 101.8966 101.9529 102.0092 102.0655 [25] 102.1218 102.1782 102.2345 102.2908 102.3471 102.4034 102.4597 102.5160 [33] 102.5723 102.6286 102.6849 102.7412 102.7975 102.8538 102.9101 102.9664 [41] 103.0227 103.0790 103.1353 103.1916 103.2479 103.3042 103.3605 103.4168 [49] 103.4732 103.5295 $zden [,1] [,2] [,3] [,4] [,5] [,6] [1,] 0.0004387178 0.001067177 0.002445086 0.005286221 0.01081209 0.02099612 [2,] 0.0007030189 0.001711138 0.003921916 0.008477277 0.01731770 0.03353483 [3,] 0.0010947194 0.002665043 0.006108983 0.013201778 0.02694450 0.05206765 [4,] 0.0016586706 0.004036267 0.009249221 0.019978949 0.04074074 0.07859349 [5,] 0.0024492744 0.005952853 0.013628028 0.029410824 0.05990799 0.11538120 [6,] 0.0035315777 0.008564146 0.019570829 0.042169674 0.08576236 0.16487245 [7,] 0.0049833802 0.012042893 0.027442365 0.058986319 0.11969236 0.22956875 [8,] 0.0068992286 0.016590483 0.037651188 0.080646864 0.16312957 0.31193565 [9,] 0.0093973899 0.022447041 0.050662601 0.108004955 0.21754819 0.41435976 [10,] 0.0126312672 0.029908037 0.067022040 0.142013021 0.28450246 0.53918195 [11,] 0.0168075184 0.039349269 0.087389234 0.183770068 0.36569631 0.68880184 [12,] 0.0222147314 0.051263424 0.112583083 0.234578293 0.46306384 0.86581195 [13,] 0.0292692837 0.066314966 0.143640661 0.296001700 0.57883216 1.07309440 [14,] 0.0385883430 0.085425238 0.181900923 0.369928379 0.71554439 1.31381000 [15,] 0.0511029846 0.109905806 0.229135026 0.458657254 0.87605084 1.59125031 [16,] 0.0682242707 0.141660945 0.287754741 0.565052410 1.06351920 1.90859872 [17,] 0.0920681292 0.183473945 0.361129315 0.692820146 1.28155392 2.26873166 [18,] 0.1257282712 0.239372058 0.454021796 0.846953416 1.53452803 2.67425318 [19,] 0.1735564123 0.315024244 0.573105389 1.034332833 1.82818107 3.12793221 [20,] 0.2413713866 0.418071711 0.727447227 1.264380621 2.17042804 3.63359619 [21,] 0.3364770904 0.558227634 0.928754389 1.549534871 2.57215020 4.19731017 [22,] 0.4673470326 0.746942549 1.191109563 1.905203010 3.04757191 4.82842071 [23,] 0.6428387059 0.996428438 1.529900814 2.348794223 3.61370690 5.53982890 [24,] 0.8708699886 1.317919983 1.959743860 2.897516727 4.28840910 6.34683306 [25,] 1.1566029944 1.719202767 2.491382176 3.564836710 5.08677508 7.26406056 [26,] 1.5003594884 2.201688270 3.127877559 4.355896832 6.01610520 8.30049981 [27,] 1.8956558091 2.757555359 3.860733360 5.262618651 7.07015271 9.45325237 [28,] 2.3278752635 3.367681201 4.666890143 6.259624154 8.22392918 10.70130384 [29,] 2.7740995544 4.001118133 5.507619576 7.302277928 9.43061307 12.00103693 [30,] 3.2044726892 4.616694681 6.330152403 8.327983035 10.62200899 13.28523919 [31,] 3.5851681337 5.166914602 7.072377791 9.261300669 11.71343199 14.46685131 [32,] 3.8826341776 5.603774257 7.670230782 10.022592559 12.61291714 15.44770012 [33,] 4.0684121387 5.885563904 8.066630010 10.538927379 13.23352002 16.13120770 [34,] 4.1235801959 5.983337428 8.220269601 10.755229253 13.50649646 16.43688887 [35,] 4.0418675914 5.885672351 8.112412109 10.643348030 13.39266138 16.31372846 [36,] 3.8307361880 5.600650962 7.750165878 10.207041323 12.88943345 15.74953825 [37,] 3.5101790412 5.154604889 7.165491622 9.481724205 12.03195529 14.77416866 [38,] 3.1095121729 4.587910942 6.410163683 8.529037215 10.88801922 13.45581814 [39,] 2.6628782834 3.948782476 5.547818885 7.427452303 9.54793042 11.89124609 [40,] 2.2044229112 3.286391989 4.644813927 6.260959375 8.11151710 10.19201941 [41,] 1.7640795439 2.644679935 3.761717749 5.108123374 6.67494984 8.46964453 [42,] 1.3646496516 2.057889620 2.946911373 4.033462054 5.31978820 6.82239493 [43,] 1.0204891055 1.548354480 2.233118820 3.082346637 4.10590234 5.32596737 [44,] 0.7377135106 1.126490433 1.636925940 2.279677716 3.06883309 4.02897237 [45,] 0.5155493991 0.792514608 1.160735816 1.631787938 2.22116925 2.95313602 [46,] 0.3483130620 0.539172032 0.796241137 1.130494237 1.55680747 2.09718037 [47,] 0.2275109334 0.354738722 0.528428700 0.758067714 1.05667000 1.44287284 [48,] 0.1436768172 0.225722686 0.339301800 0.492047493 0.69455243 0.96170456 [49,] 0.0877290176 0.138916302 0.210801287 0.309165710 0.44212278 0.62095453 [50,] 0.0517958880 0.082693602 0.126730160 0.188056698 0.27256178 0.38838892 [,7] [,8] [,9] [,10] [,11] [,12] [1,] 0.03889612 0.06915652 0.1188429 0.1988209 0.3257796 0.5245693 [2,] 0.06180514 0.10897771 0.1850002 0.3044591 0.4889152 0.7697159 [3,] 0.09558761 0.16745778 0.2815028 0.4569784 0.7210524 1.1119577 [4,] 0.14384408 0.25072281 0.4181935 0.6713040 1.0435215 1.5799594 [5,] 0.21062765 0.36562189 0.6060170 0.9639594 1.4798537 2.2052365 [6,] 0.30023122 0.51930841 0.8562672 1.3518266 2.0538967 3.0195218 [7,] 0.41692984 0.71871625 1.1796208 1.8505075 2.7872589 4.0510862 [8,] 0.56474046 0.97004151 1.5851363 2.4725651 3.6964667 5.3205041 [9,] 0.74727318 1.27837153 2.0794707 3.2260517 4.7904565 6.8367328 [10,] 0.96773070 1.64758454 2.6665547 4.1137566 6.0691000 8.5945523 [11,] 1.22906317 2.08056499 3.3478568 5.1334576 7.5233076 10.5742806 [12,] 1.53421362 2.57965279 4.1231605 6.2791629 9.1368358 12.7441542 [13,] 1.88632706 3.14711851 4.9915534 7.5429499 10.8893590 15.0649680 [14,] 2.28876850 3.78537668 5.9521502 8.9166847 12.7598156 17.4957270 [15,] 2.74484158 4.49668594 7.0040690 10.3928030 14.7287656 19.9985177 [16,] 3.25721832 5.28225320 8.1453892 11.9635629 16.7786878 22.5408756 [17,] 3.82724695 6.14091608 9.3712079 13.6187062 18.8917973 25.0946562 [18,] 4.45445209 7.06785717 10.6713724 15.3421684 21.0459513 27.6316926 [19,] 5.13657567 8.05394475 12.0287845 17.1090468 23.2101157 30.1178357 [20,] 5.87040503 9.08624141 13.4192222 18.8842704 25.3413801 32.5078825 [21,] 6.65335549 10.14989492 14.8132719 20.6240894 27.3853020 34.7439242 [22,] 7.48541620 11.23113175 16.1803212 22.2807141 29.2804629 36.7587326 [23,] 8.37071322 12.32052793 17.4937699 23.8093576 30.9667588 38.4841937 [24,] 9.31779250 13.41538655 18.7360094 25.1759913 32.3956074 39.8630457 [25,] 10.33782216 14.52000641 19.9014573 26.3635714 33.5393409 40.8608477 [26,] 11.44040050 15.64306238 20.9962709 27.3746598 34.3969781 41.4747058 [27,] 12.62733633 16.79204902 22.0341149 28.2291073 34.9942538 41.7358417 [28,] 13.88559404 17.96572040 23.0285024 28.9567642 35.3772072 41.7045783 [29,] 15.18120449 19.14628581 23.9833039 29.5865290 35.6002460 41.4581606 [30,] 16.45616456 20.29360248 24.8838172 30.1341979 35.7111141 41.0736760 [31,] 17.62999926 21.34350613 25.6910197 30.5921916 35.7362165 40.6097519 [32,] 18.60672610 22.21165418 26.3411145 30.9240492 35.6699164 40.0912236 [33,] 19.28667331 22.80302760 26.7514059 31.0657214 35.4708388 39.5006776 [34,] 19.58125769 23.02577578 26.8320173 30.9341839 35.0667623 38.7794466 [35,] 19.42784330 22.80682691 26.5014378 30.4421208 34.3677372 37.8385990 [36,] 18.80151321 22.10601076 25.7027563 29.5158442 33.2850585 36.5781318 [37,] 17.72110399 20.92555105 24.4170257 28.1125902 31.7520955 34.9104270 [38,] 16.24809413 19.31272813 22.6706847 26.2332570 29.7422899 32.7827545 [39,] 14.47854794 17.35503436 20.5352585 23.9275820 27.2801281 30.1936281 [40,] 12.52985077 15.16882203 18.1192929 21.2904550 24.4424512 27.1991417 [41,] 10.52501598 12.88384773 15.5542463 18.4501602 21.3498156 23.9078980 [42,] 8.57762431 10.62683167 12.9772973 15.5511312 18.1499300 20.4658662 [43,] 6.78001816 8.50710882 10.5145223 12.7349295 14.9969733 17.0348680 [44,] 5.19633227 6.60664324 8.2674745 10.1232378 12.0312491 13.7696199 [45,] 3.86073757 4.97549050 6.3051346 7.8058256 9.3631136 10.7980978 [46,] 2.78017693 3.63253115 4.6618203 5.8350045 7.0636905 8.2086810 [47,] 1.94015530 2.57030000 3.3403386 4.2264853 5.1630232 6.0454872 [48,] 1.31190994 1.76221064 2.3187794 2.9652634 3.6546379 4.3113077 [49,] 0.85945234 1.17041984 1.5589885 2.0144300 2.5043596 2.9760419 [50,] 0.54543216 0.75293153 1.0149352 1.3247347 1.6608675 1.9878739 [,13] [,14] [,15] [,16] [,17] [,18] [,19] [1,] 0.8297173 1.284058 1.932018 2.806084 3.907906 5.189554 6.543749 [2,] 1.1899620 1.803088 2.664884 3.816895 5.262658 6.943467 8.724738 [3,] 1.6813752 2.493055 3.613767 5.093778 6.938223 9.077050 11.346937 [4,] 2.3400366 3.396228 4.824276 6.681275 8.972658 11.616553 14.420978 [5,] 3.2054452 4.558546 6.345293 8.625708 11.402782 14.582148 17.944803 [6,] 4.3171469 6.025712 8.224941 10.971655 14.261890 17.987547 21.905544 [7,] 5.7098622 7.837292 10.504154 13.755822 17.575002 21.837733 26.280604 [8,] 7.4076704 10.019380 13.208249 16.998385 21.351222 26.123772 31.036210 [9,] 9.4183662 12.577120 16.337853 20.693008 25.574001 30.814806 36.122681 [10,] 11.7294365 15.488934 19.861321 24.797775 30.191355 35.848772 41.467127 [11,] 14.3070503 18.704393 23.711140 29.229946 35.109154 41.124827 46.966034 [12,] 17.0988555 22.147068 27.786285 33.867194 40.190678 46.500996 52.481264 [13,] 20.0403463 25.722474 31.961179 38.556630 45.264555 51.799897 57.842830 [14,] 23.0633730 29.329642 36.099997 43.130866 50.141020 56.823383 62.860239 [15,] 26.1044511 32.873513 40.073211 47.427982 54.633777 61.374119 67.341427 [16,] 29.1103562 36.274781 43.772240 51.310772 58.582655 65.279617 71.115608 [17,] 32.0392098 39.474416 47.118372 54.680421 61.871536 68.412935 74.054491 [18,] 34.8567871 42.431755 50.063785 57.481293 64.437137 70.704863 76.086441 [19,] 37.5295329 45.117241 52.585015 59.696206 66.266926 72.144810 77.199995 [20,] 40.0171820 47.502863 54.671764 61.334538 67.387701 72.770981 77.436409 [21,] 42.2682735 49.554235 56.315421 62.417699 67.849125 72.653531 76.874112 [22,] 44.2210631 51.227784 57.501671 62.967010 67.707650 71.876143 75.610109 [23,] 45.8105710 52.474727 58.209947 62.997864 67.015582 70.521301 73.743692 [24,] 46.9803811 53.251122 58.419984 62.521521 65.817785 68.662694 71.366391 [25,] 47.6960207 53.531083 58.123151 61.553143 64.155681 66.365399 68.559564 [26,] 47.9559696 53.318981 57.334559 60.122551 62.075773 63.691897 65.398362 [27,] 47.7966726 52.656517 56.101536 58.283329 59.638596 60.710287 61.958944 [28,] 47.2893993 51.621806 54.505086 56.116490 56.924145 57.500763 58.325146 [29,] 46.5287806 50.319670 52.652823 53.726593 54.031125 54.157317 54.591408 [30,] 45.6149592 48.864550 50.664157 51.230281 51.069216 50.783228 50.860122 [31,] 44.6330407 47.359494 48.650631 48.739429 48.145734 47.480948 47.233482 [32,] 43.6343642 45.875724 46.695612 46.342489 45.349514 44.338497 43.801427 [33,] 42.6241251 44.437629 44.838121 44.088491 42.735936 41.415728 40.628641 [34,] 41.5587317 43.017091 43.064947 41.977775 40.316967 38.734048 37.743961 [35,] 40.3542678 41.539207 41.313598 39.962339 38.059235 36.272667 35.135307 [36,] 38.9049200 39.898922 39.486264 37.956568 35.891419 33.973070 32.752067 [37,] 37.1077060 37.985426 37.472303 35.856628 33.720034 31.751448 30.515185 [38,] 34.8880808 35.709028 35.174491 33.564531 31.450462 29.516772 28.333219 [39,] 32.2205616 33.024428 32.533134 31.011524 29.008660 27.190675 26.121099 [40,] 29.1395265 29.944936 29.542432 28.175377 26.358509 24.724585 23.817388 [41,] 25.7378079 26.544496 26.255440 25.087685 23.510913 22.110294 21.396294 [42,] 22.1536614 22.947336 22.776785 21.829766 20.522778 19.381731 18.871895 [43,] 18.5494976 19.308136 19.245339 18.518636 17.486594 16.607991 16.294078 [44,] 15.0874875 15.787656 15.811375 15.286856 14.513610 13.879805 13.737705 [45,] 11.9073709 12.529389 12.613551 12.261139 11.714818 11.292992 11.287947 [46,] 9.1106753 9.641879 9.760537 9.544367 9.184054 8.932750 9.025350 [47,] 6.7534566 7.189390 7.320305 7.204183 6.986359 6.861915 7.013686 [48,] 4.8474494 5.191276 5.317861 5.269311 5.153082 5.114891 5.292595 [49,] 3.3677035 3.628425 3.740200 3.732817 3.683371 3.697377 3.875544 [50,] 2.2638585 2.454027 2.545952 2.560185 2.550414 2.590722 2.752406 [,20] [,21] [,22] [,23] [,24] [,25] [,26] [1,] 7.811558 8.810704 9.378662 9.416519 8.917099 7.966322 6.717746 [2,] 10.404080 11.745811 12.535371 12.636343 12.028909 10.814797 9.187360 [3,] 13.499082 15.239579 16.295456 16.485958 15.772993 14.271340 12.215340 [4,] 17.090610 19.272030 20.630690 20.936508 20.127332 18.326140 15.806135 [5,] 21.152128 23.794431 25.476939 25.918401 25.027578 22.928948 19.928671 [6,] 25.640596 28.734977 30.740475 31.327136 30.371453 27.991528 24.516812 [7,] 30.501204 34.006805 36.308224 37.034319 36.029028 33.396024 29.475236 [8,] 35.670471 39.515658 42.059168 42.901299 41.856790 39.007812 34.689942 [9,] 41.076006 45.164687 47.873841 48.792187 47.712453 44.690269 40.041448 [10,] 46.632617 50.854973 53.639583 54.583285 53.467312 50.318393 45.418053 [11,] 52.236359 56.482314 59.250926 60.167329 59.013828 55.788625 50.726500 [12,] 57.759644 61.932589 64.606444 65.452732 64.267613 61.023255 55.897953 [13,] 63.050989 67.079092 69.604822 70.359686 69.164626 65.969210 60.888269 [14,] 67.941954 71.784842 74.143165 74.815754 73.655449 70.592199 65.672673 [15,] 72.261431 75.911015 78.119448 78.753102 77.698719 74.867841 70.235846 [16,] 75.854727 79.330284 81.439069 82.108370 81.255280 78.771607 74.559219 [17,] 78.602729 81.941540 84.023478 84.824549 84.283689 82.269078 78.607504 [18,] 80.435992 83.681705 85.817846 86.853365 86.737088 85.307913 82.316910 [19,] 81.339874 84.531027 86.794971 88.156594 88.561305 87.812796 85.587495 [20,] 81.349688 84.510506 86.954253 88.705719 89.694526 89.684749 88.282081 [21,] 80.537893 83.672750 86.316561 88.480685 90.069485 90.806206 90.233603 [22,] 78.997638 82.089689 84.917540 87.469483 89.619342 91.052647 91.261571 [23,] 76.827632 79.841308 82.802412 85.670432 88.287956 90.310527 91.196585 [24,] 74.122242 77.008717 80.024555 83.098076 86.043975 88.499458 89.909679 [25,] 70.968496 73.672958 76.648405 79.791983 82.896537 85.594968 87.341493 [26,] 67.449112 69.918638 72.755304 75.826140 78.909084 81.647032 83.525287 [27,] 63.648816 65.839749 68.449416 71.315602 74.207257 76.789555 78.598196 [28,] 59.660352 61.544321 63.860534 66.417203 68.977560 71.237314 72.797021 [29,] 55.587062 57.155005 59.141219 61.322274 63.455230 65.269206 66.437736 [30,] 51.540114 52.803939 54.457261 56.241144 57.902038 59.199501 59.881196 [31,] 47.630281 48.622107 49.972330 51.381364 52.577178 53.341455 53.490493 [32,] 43.955746 44.724899 45.829275 46.923144 47.705975 47.969297 47.587084 [33,] 40.588730 41.196947 42.131706 42.996520 43.451968 43.285169 42.413145 [34,] 37.564273 38.079710 38.929737 39.664662 39.897395 39.396654 38.106305 [35,] 34.874285 35.365007 36.213201 36.916798 37.035690 36.308614 34.690566 [36,] 32.468966 32.996596 33.914301 34.672485 34.777433 33.930447 32.084149 [37,] 30.266037 30.880184 31.919802 32.796804 32.968725 32.097100 30.122118 [38,] 28.166353 28.900354 30.090800 31.123937 31.418680 30.599849 28.589156 [39,] 26.072844 26.941274 28.286564 29.484933 29.931195 29.221329 27.256561 [40,] 23.908765 24.906990 26.387845 27.734590 28.335341 27.768786 25.917173 [41,] 21.631407 22.737284 24.315315 25.772718 26.509340 26.100247 24.412903 [42,] 19.238483 20.416038 22.039820 23.556222 24.394394 24.139876 22.651211 [43,] 16.766254 17.970850 19.582996 21.100499 21.996856 21.881037 20.609181 [44,] 14.280436 15.464703 17.008967 18.470866 19.379527 19.377945 18.326126 [45,] 11.862453 12.982091 14.409575 15.766615 16.644863 16.728770 15.887552 [46,] 9.594431 10.613023 11.886724 13.101544 13.914098 14.054273 13.404487 [47,] 7.546073 8.438272 9.535534 10.584963 11.306562 11.476350 10.992399 [48,] 5.765716 6.518489 7.431290 8.306511 8.922786 9.100163 8.753346 [49,] 4.276493 4.888526 5.621886 6.326815 6.833641 7.002275 6.763746 [50,] 3.077310 3.556964 4.126035 4.674473 5.076215 5.225588 5.068672 [,27] [,28] [,29] [,30] [,31] [,32] [,33] [1,] 5.350921 4.029246 2.870574 1.936408 1.237601 0.7497294 0.4305701 [2,] 7.379363 5.608147 4.035617 2.751510 1.778330 1.0898007 0.6332523 [3,] 9.896098 7.592885 5.520711 3.805776 2.488212 1.5429887 0.9073953 [4,] 12.918479 10.009844 7.356332 5.129186 3.393445 2.1300597 1.2681036 [5,] 16.435219 12.864337 9.558971 6.743542 4.516249 2.8704437 1.7305550 [6,] 20.405268 16.138550 12.128812 8.660390 5.873294 3.7812413 2.3094914 [7,] 24.761238 19.792998 15.049916 10.880605 7.475188 4.8768694 3.0190989 [8,] 29.417095 23.771577 18.293210 13.396014 9.327348 6.1696141 3.8734680 [9,] 34.278878 28.009543 21.821986 16.192982 11.432302 7.6711621 4.8877004 [10,] 39.256351 32.442877 25.598878 19.257317 13.793016 9.3948607 6.0795051 [11,] 44.273186 37.017049 29.592765 22.579307 16.416386 11.3580986 7.4708600 [12,] 49.273443 41.693018 33.783659 26.157304 19.315651 13.5838493 9.0890313 [13,] 54.222772 46.448677 38.163828 29.998242 22.510331 16.1002679 10.9660939 [14,] 59.103750 51.274665 42.733827 34.113759 26.022501 18.9373030 13.1361027 [15,] 63.905782 56.164504 47.493078 38.511379 29.868771 22.1197128 15.6293514 [16,] 68.611063 61.100232 52.425859 43.181332 34.048332 25.6566605 18.4637422 [17,] 73.178918 66.035839 57.484809 48.080855 38.528562 29.5290062 21.6340424 [18,] 77.531597 70.881871 62.575325 53.119066 43.230878 33.6765093 25.1007206 [19,] 81.544861 75.495059 67.544835 58.146273 48.020311 37.9878846 28.7807322 [20,] 85.046595 79.676703 72.180892 62.951586 52.702437 42.2969362 32.5429756 [21,] 87.825796 83.182537 76.221041 67.271856 57.030562 46.3874891 36.2108496 [22,] 89.652591 85.744809 79.375310 70.812952 60.724391 50.0084715 39.5733332 [23,] 90.307742 87.104803 81.359604 73.281915 63.499097 52.8985315 42.4044154 [24,] 89.617562 87.051293 81.935437 74.425725 65.101117 54.8172837 44.4887695 [25,] 87.488234 85.458320 80.949276 74.070268 65.344914 55.5783001 45.6497897 [26,] 83.932630 82.314864 78.363906 72.152144 64.143922 55.0778959 45.7750359 [27,] 79.083421 77.739757 74.275011 68.736599 61.529296 53.3139235 44.8340763 [28,] 73.188501 71.977684 68.908656 64.017213 57.652162 50.3904395 42.8849541 [29,] 66.588143 65.375710 62.599008 58.296446 52.768160 46.5067992 40.0676941 [30,] 59.676914 58.343635 55.749534 51.949925 47.206625 41.9328711 36.5859231 [31,] 52.856585 51.304801 48.784288 45.380685 41.329884 36.9749093 32.6801518 [32,] 46.487969 44.645725 42.097636 38.971302 35.489865 31.9383048 28.5977922 [33,] 40.849787 38.672962 36.010862 33.042014 29.989457 27.0937157 24.5653013 [34,] 36.111080 33.583913 30.742272 27.821211 25.054542 22.6518508 20.7668728 [35,] 32.320963 29.455308 26.394502 23.431845 20.820061 18.7499421 17.3322429 [36,] 29.416227 26.249737 22.959296 19.894096 17.330495 15.4503561 14.3340376 [37,] 27.244222 23.837414 20.336981 17.141663 14.552513 12.7494870 11.7932049 [38,] 25.596032 22.028107 18.365676 15.047132 12.395728 10.5935695 9.6898930 [39,] 24.243794 20.607096 16.854398 13.451049 10.736927 8.8975591 7.9768068 [40,] 22.975861 19.369088 15.614415 12.189647 9.443393 7.5635255 6.5923827 [41,] 21.624617 18.145230 14.484421 11.117345 8.392059 6.4959741 5.4719239 [42,] 20.083545 16.820099 13.346815 10.121700 7.482611 5.6126405 4.5557063 [43,] 18.312308 15.337661 12.134238 9.130154 6.644023 4.8503900 3.7938403 [44,] 16.330832 13.697129 10.827253 8.109340 5.835162 4.1667196 3.1482389 [45,] 14.205051 11.941141 9.445253 7.058702 5.040847 3.5378620 2.5923281 [46,] 12.028052 10.139587 8.033441 6.000712 4.265112 2.9547398 2.1092634 [47,] 9.900533 8.372532 6.648780 4.970021 3.523442 2.4179935 1.6893828 [48,] 7.913971 6.715233 5.347412 4.003528 2.835469 1.9331165 1.3275141 [49,] 6.138743 5.227270 4.175274 3.132750 2.219173 1.5064369 1.0206019 [50,] 4.618145 3.946674 3.162697 2.379155 1.687129 1.1423473 0.7659353 [,34] [,35] [,36] [,37] [,38] [,39] [1,] 0.2344002 0.1209188 0.05907523 0.02731362 0.01194176 0.004933193 [2,] 0.3488123 0.1820466 0.08996309 0.04206381 0.01859426 0.007765499 [3,] 0.5058413 0.2671525 0.13357408 0.06317967 0.02825012 0.011934658 [4,] 0.7156455 0.3825868 0.19361295 0.09268497 0.04194768 0.017942521 [5,] 0.9890268 0.5354346 0.27439575 0.13303544 0.06099808 0.026448792 [6,] 1.3372560 0.7335301 0.38094262 0.18722421 0.08707310 0.038333025 [7,] 1.7721446 0.9856344 0.51918517 0.25896828 0.12234872 0.054793533 [8,] 2.3064893 1.3018606 0.69634108 0.35300982 0.16972717 0.077498207 [9,] 2.9549400 1.6943798 0.92148161 0.47555250 0.23315317 0.108799736 [10,] 3.7351925 2.1783494 1.20625909 0.63481832 0.31802184 0.152018733 [11,] 4.6692146 2.7728715 1.56567641 0.84165792 0.43164466 0.211781541 [12,] 5.7840051 3.5016394 2.01867387 1.11007703 0.58369651 0.294374549 [13,] 7.1112436 4.3928112 2.58821929 1.45747545 0.78652104 0.408048103 [14,] 8.6851635 5.4776047 3.30053397 1.90434694 1.05513368 0.563176369 [15,] 10.5381523 6.7871965 4.18312083 2.47318973 1.40674907 0.772164679 [16,] 12.6939925 8.3477725 5.26141821 3.18646109 1.85969813 1.049009843 [17,] 15.1592194 10.1739701 6.55415844 4.06356252 2.43168257 1.408457748 [18,] 17.9138028 12.2615059 8.06790255 5.11710136 3.13747236 1.864788628 [19,] 20.9029489 14.5802643 9.79159139 6.34893357 3.98631519 2.430350214 [20,] 24.0322027 17.0694919 11.69227186 7.74673851 4.97949422 3.114055109 [21,] 27.1679192 19.6367593 13.71323786 9.28196961 6.10854241 3.920095711 [22,] 30.1444885 22.1619293 15.77559519 10.90991261 7.35456873 4.847098118 [23,] 32.7784906 24.5065130 17.78368399 12.57221997 8.68893211 5.887803028 [24,] 34.8884060 26.5276228 19.63397058 14.20175569 10.07518163 7.029193681 [25,] 36.3169920 28.0945179 21.22611274 15.72896839 11.47181030 8.252801050 [26,] 36.9524378 29.1048883 22.47426181 17.08859673 12.83516696 9.534880306 [27,] 36.7441946 29.4977416 23.31641084 18.22535025 14.12183008 10.846220202 [28,] 35.7102513 29.2603549 23.72001151 19.09753235 15.29004269 12.151641900 [29,] 33.9343112 28.4279828 23.68295427 19.67817980 16.30024189 13.409570521 [30,] 31.5534647 27.0766419 23.23016123 19.95405859 17.11518847 14.572336982 [31,] 28.7389769 25.3108187 22.40708102 19.92345811 17.70045733 15.587886206 [32,] 25.6740839 23.2488979 21.27195094 19.59393766 18.02596075 16.403279511 [33,] 22.5329746 21.0092628 19.88865277 18.98091937 18.06872190 16.969803406 [34,] 19.4643694 18.6993815 18.32139860 18.10742237 17.81649117 17.248872805 [35,] 16.5816277 16.4090531 16.63160430 17.00454234 17.27123674 17.217454826 [36,] 13.9596622 14.2077886 14.87652719 15.71183487 16.45133885 16.871696451 [37,] 11.6375199 12.1453893 13.10879653 14.27670844 15.39155018 16.227834253 [38,] 9.6246943 10.2543940 11.37598757 12.75230663 14.14040333 15.320188484 [39,] 7.9091041 8.5531887 9.71976606 11.19396219 12.75549375 14.196815526 [40,] 6.4650139 7.0489695 8.17461275 9.65486338 11.29765352 12.913926677 [41,] 5.2598085 5.7402447 6.76651927 8.18187022 9.82525194 11.530308124 [42,] 4.2591301 4.6188974 5.51215646 6.81234888 8.38966135 10.102691588 [43,] 3.4303394 3.6719738 4.41888390 5.57255169 7.03246353 8.682529939 [44,] 2.7445232 2.8833259 3.48567813 4.47759147 5.78440792 7.314100369 [45,] 2.1773504 2.2351223 2.70477460 3.53267300 4.66573546 6.033559737 [46,] 1.7090901 1.7091566 2.06365601 2.73504431 3.68731033 4.868522016 [47,] 1.3240796 1.2878536 1.54700418 2.07613911 2.85206326 3.837884560 [48,] 1.0098924 0.9549232 1.13834061 1.54353953 2.15644566 2.951862175 [49,] 0.7564312 0.6956794 0.82123409 1.12258378 1.59178952 2.212344378 [50,] 0.5551189 0.4971137 0.58009613 0.79761366 1.14560658 1.613735433 [,40] [,41] [,42] [,43] [,44] [1,] 0.001924203 7.082765e-04 2.459579e-04 8.058503e-05 2.492373e-05 [2,] 0.003062260 1.139899e-03 4.005558e-04 1.329398e-04 4.171831e-05 [3,] 0.004762203 1.794835e-03 6.392490e-04 2.153858e-04 6.878104e-05 [4,] 0.007253263 2.772378e-03 1.002979e-03 3.440562e-04 1.122117e-04 [5,] 0.010849512 4.214579e-03 1.553025e-03 5.442596e-04 1.820518e-04 [6,] 0.015988959 6.328795e-03 2.383068e-03 8.565236e-04 2.951362e-04 [7,] 0.023295783 9.423939e-03 3.638913e-03 1.346679e-03 4.799649e-04 [8,] 0.033675504 1.396661e-02 5.549585e-03 2.122122e-03 7.847653e-04 [9,] 0.048452487 2.066374e-02 8.474236e-03 3.357026e-03 1.290374e-03 [10,] 0.069555519 3.057752e-02 1.296948e-02 5.329808e-03 2.130094e-03 [11,] 0.099749170 4.527505e-02 1.988106e-02 8.476454e-03 3.519276e-03 [12,] 0.142895732 6.700966e-02 3.046200e-02 1.346337e-02 5.798001e-03 [13,] 0.204216294 9.892290e-02 4.651652e-02 2.128312e-02 9.491036e-03 [14,] 0.290503236 1.452479e-01 7.056598e-02 3.337619e-02 1.539016e-02 [15,] 0.410224669 2.114879e-01 1.060300e-01 5.178162e-02 2.466507e-02 [16,] 0.573464403 3.045429e-01 1.574156e-01 7.931980e-02 3.901012e-02 [17,] 0.791655753 4.327615e-01 2.305069e-01 1.198098e-01 6.083420e-02 [18,] 1.077107966 6.059098e-01 3.325499e-01 1.783222e-01 9.349878e-02 [19,] 1.442363238 8.350572e-01 4.724228e-01 2.614586e-01 1.416014e-01 [20,] 1.899464172 1.132389e+00 6.607718e-01 3.776349e-01 2.112878e-01 [21,] 2.459215327 1.510930e+00 9.100619e-01 5.373143e-01 3.105533e-01 [22,] 3.130491803 1.984144e+00 1.234458e+00 7.531035e-01 4.494646e-01 [23,] 3.919561710 2.565287e+00 1.649400e+00 1.039588e+00 6.402091e-01 [24,] 4.829311159 3.266385e+00 2.170730e+00 1.412775e+00 8.968653e-01 [25,] 5.858188363 4.096685e+00 2.813228e+00 1.889021e+00 1.234802e+00 [26,] 6.998752594 5.060549e+00 3.588557e+00 2.483431e+00 1.669664e+00 [27,] 8.235853635 6.154917e+00 4.502743e+00 3.207805e+00 2.215979e+00 [28,] 9.544757792 7.366741e+00 5.553540e+00 4.068390e+00 2.885506e+00 [29,] 10.889794976 8.671005e+00 6.728210e+00 5.063770e+00 3.685486e+00 [30,] 12.224256111 1.003000e+01 8.002253e+00 6.183276e+00 4.616995e+00 [31,] 13.492159022 1.139442e+01 9.339528e+00 7.406187e+00 5.673492e+00 [32,] 14.632127401 1.270645e+01 1.069389e+01 8.701802e+00 6.839609e+00 [33,] 15.583028447 1.390445e+01 1.201208e+01 1.003026e+01 8.090138e+00 [34,] 16.290447719 1.492852e+01 1.323738e+01 1.134389e+01 9.389239e+00 [35,] 16.712715461 1.572589e+01 1.431332e+01 1.258879e+01 1.069002e+01 [36,] 16.825252613 1.625507e+01 1.518696e+01 1.370681e+01 1.193497e+01 [37,] 16.622448306 1.648842e+01 1.581172e+01 1.463796e+01 1.305774e+01 [38,] 16.116971251 1.641311e+01 1.614969e+01 1.532390e+01 1.398700e+01 [39,] 15.337081464 1.603084e+01 1.617415e+01 1.571258e+01 1.465264e+01 [40,] 14.322891255 1.535713e+01 1.587214e+01 1.576409e+01 1.499381e+01 [41,] 13.122518477 1.442041e+01 1.524731e+01 1.545684e+01 1.496784e+01 [42,] 11.788723966 1.326114e+01 1.432199e+01 1.479296e+01 1.455819e+01 [43,] 10.376171014 1.193038e+01 1.313796e+01 1.380118e+01 1.377950e+01 [44,] 8.939053595 1.048753e+01 1.175464e+01 1.253624e+01 1.267811e+01 [45,] 7.528749973 8.996698e+00 1.024473e+01 1.107407e+01 1.132764e+01 [46,] 6.191311343 7.521919e+00 8.687254e+00 9.503482e+00 9.819970e+00 [47,] 4.964900583 6.121758e+00 7.159477e+00 7.915774e+00 8.253580e+00 [48,] 3.877576057 4.844304e+00 5.728938e+00 6.394300e+00 6.721429e+00 [49,] 2.945906834 3.723483e+00 4.447260e+00 5.005955e+00 5.300763e+00 [50,] 2.174803862 2.777404e+00 3.346731e+00 3.796015e+00 4.046531e+00 [,45] [,46] [,47] [,48] [,49] [1,] 7.285076e-06 2.016319e-06 5.299895e-07 1.328539e-07 3.193754e-08 [2,] 1.240239e-05 3.503038e-06 9.438620e-07 2.439085e-07 6.085083e-08 [3,] 2.087585e-05 6.045736e-06 1.679246e-06 4.501489e-07 1.172742e-07 [4,] 3.492654e-05 1.042577e-05 3.002332e-06 8.395327e-07 2.294236e-07 [5,] 5.839271e-05 1.805958e-05 5.418525e-06 1.586607e-06 4.556933e-07 [6,] 9.800352e-05 3.153957e-05 9.891640e-06 3.037575e-06 9.163750e-07 [7,] 1.656126e-04 5.560992e-05 1.825161e-05 5.873769e-06 1.856736e-06 [8,] 2.820020e-04 9.888076e-05 3.393499e-05 1.141922e-05 3.770102e-06 [9,] 4.831616e-04 1.767597e-04 6.329918e-05 2.220766e-05 7.633589e-06 [10,] 8.303537e-04 3.163419e-04 1.179057e-04 4.300836e-05 1.535154e-05 [11,] 1.425796e-03 5.643821e-04 2.184098e-04 8.264790e-05 3.057428e-05 [12,] 2.436520e-03 1.000034e-03 4.010654e-04 1.571868e-04 6.018044e-05 [13,] 4.129893e-03 1.754827e-03 7.284049e-04 2.953485e-04 1.169025e-04 [14,] 6.925549e-03 3.043434e-03 1.306422e-03 5.475931e-04 2.238647e-04 [15,] 1.146989e-02 5.210060e-03 2.311581e-03 1.000895e-03 4.222144e-04 [16,] 1.874085e-02 8.796752e-03 4.032119e-03 1.802116e-03 7.835818e-04 [17,] 3.019101e-02 1.464080e-02 6.929143e-03 3.193769e-03 1.429775e-03 [18,] 4.793639e-02 2.400854e-02 1.172367e-02 5.566795e-03 2.562911e-03 [19,] 7.499292e-02 3.877027e-02 1.951521e-02 9.535480e-03 4.509963e-03 [20,] 1.155532e-01 6.161636e-02 3.193583e-02 1.603964e-02 7.786520e-03 [21,] 1.752804e-01 9.630511e-02 5.133942e-02 2.647831e-02 1.318504e-02 [22,] 2.615773e-01 1.479227e-01 8.102123e-02 4.287768e-02 2.189328e-02 [23,] 3.837695e-01 2.231226e-01 1.254554e-01 6.809303e-02 3.564770e-02 [24,] 5.531314e-01 3.303043e-01 1.905331e-01 1.060406e-01 5.692468e-02 [25,] 7.826863e-01 4.796852e-01 2.837742e-01 1.619474e-01 8.916585e-02 [26,] 1.086734e+00 6.832235e-01 4.144790e-01 2.425942e-01 1.370225e-01 [27,] 1.480091e+00 9.543474e-01 5.937683e-01 3.565055e-01 2.065827e-01 [28,] 1.977057e+00 1.307445e+00 8.344344e-01 5.140080e-01 3.055152e-01 [29,] 2.590145e+00 1.757046e+00 1.150492e+00 7.270362e-01 4.430267e-01 [30,] 3.328578e+00 2.316601e+00 1.556284e+00 1.008535e+00 6.294980e-01 [31,] 4.196540e+00 2.996754e+00 2.064976e+00 1.371286e+00 8.756517e-01 [32,] 5.191162e+00 3.803018e+00 2.686344e+00 1.826052e+00 1.191146e+00 [33,] 6.300242e+00 4.732896e+00 3.423867e+00 2.379032e+00 1.582579e+00 [34,] 7.499891e+00 5.772696e+00 4.271386e+00 3.028848e+00 2.051071e+00 [35,] 8.752549e+00 6.894613e+00 5.209891e+00 3.763552e+00 2.589780e+00 [36,] 1.000605e+01 8.054885e+00 6.205259e+00 4.558366e+00 3.181936e+00 [37,] 1.119465e+01 9.194034e+00 7.207902e+00 5.374981e+00 3.800036e+00 [38,] 1.224270e+01 1.023999e+01 8.155133e+00 6.163163e+00 4.406799e+00 [39,] 1.307134e+01 1.111446e+01 8.976601e+00 6.864987e+00 4.958199e+00 [40,] 1.360770e+01 1.174203e+01 9.602429e+00 7.421446e+00 5.408396e+00 [41,] 1.379526e+01 1.206075e+01 9.972862e+00 7.780494e+00 5.715909e+00 [42,] 1.360341e+01 1.203208e+01 1.004762e+01 7.905041e+00 5.849886e+00 [43,] 1.303397e+01 1.164812e+01 9.812934e+00 7.779197e+00 5.795185e+00 [44,] 1.212291e+01 1.093417e+01 9.284610e+00 7.411328e+00 5.555089e+00 [45,] 1.093661e+01 9.945980e+00 8.506247e+00 6.833145e+00 5.151016e+00 [46,] 9.563160e+00 8.762021e+00 7.542938e+00 6.094978e+00 4.619247e+00 [47,] 8.100416e+00 7.472392e+00 6.471765e+00 5.258227e+00 4.005379e+00 [48,] 6.643366e+00 6.166691e+00 5.371105e+00 4.386644e+00 3.357716e+00 [49,] 5.273134e+00 4.923230e+00 4.310871e+00 3.538171e+00 2.720940e+00 [50,] 4.049541e+00 3.801426e+00 3.345398e+00 2.758801e+00 2.131209e+00 [,50] [1,] 7.414115e-09 [2,] 1.476579e-08 [3,] 2.989957e-08 [4,] 6.160748e-08 [5,] 1.288289e-07 [6,] 2.720434e-07 [7,] 5.767437e-07 [8,] 1.220944e-06 [9,] 2.569615e-06 [10,] 5.358984e-06 [11,] 1.104920e-05 [12,] 2.248485e-05 [13,] 4.510314e-05 [14,] 8.908742e-05 [15,] 1.731003e-04 [16,] 3.305701e-04 [17,] 6.199630e-04 [18,] 1.141081e-03 [19,] 2.060170e-03 [20,] 3.647544e-03 [21,] 6.332385e-03 [22,] 1.078035e-02 [23,] 1.799993e-02 [24,] 2.948236e-02 [25,] 4.737596e-02 [26,] 7.468636e-02 [27,] 1.154778e-01 [28,] 1.750274e-01 [29,] 2.598533e-01 [30,] 3.775155e-01 [31,] 5.360728e-01 [32,] 7.431099e-01 [33,] 1.004314e+00 [34,] 1.321703e+00 [35,] 1.691772e+00 [36,] 2.103947e+00 [37,] 2.539840e+00 [38,] 2.973751e+00 [39,] 3.374653e+00 [40,] 3.709602e+00 [41,] 3.948110e+00 [42,] 4.066696e+00 [43,] 4.052688e+00 [44,] 3.906415e+00 [45,] 3.641279e+00 [46,] 3.281667e+00 [47,] 2.859169e+00 [48,] 2.407914e+00 [49,] 1.960014e+00 [50,] 1.541925e+00 > image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (y,z)',xlab=par6,ylab=par7) > if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE) > if (par4=='Y') points(y,z) > (r<-lm(z ~ y)) Call: lm(formula = z ~ y) Coefficients: (Intercept) y 87.2601 0.1459 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/7gbzw1226590519.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,z, xgridsize=par1, ygridsize=par2, correlation=cor(x,z), xbandwidth=dpik(x), ybandwidth=dpik(z)) > op $xords [1] 99.12620 99.30880 99.49141 99.67401 99.85661 100.03922 100.22182 [8] 100.40443 100.58703 100.76964 100.95224 101.13484 101.31745 101.50005 [15] 101.68266 101.86526 102.04786 102.23047 102.41307 102.59568 102.77828 [22] 102.96089 103.14349 103.32609 103.50870 103.69130 103.87391 104.05651 [29] 104.23911 104.42172 104.60432 104.78693 104.96953 105.15214 105.33474 [36] 105.51734 105.69995 105.88255 106.06516 106.24776 106.43036 106.61297 [43] 106.79557 106.97818 107.16078 107.34339 107.52599 107.70859 107.89120 [50] 108.07380 $yords [1] 100.7705 100.8268 100.8832 100.9395 100.9958 101.0521 101.1084 101.1647 [9] 101.2210 101.2773 101.3336 101.3899 101.4462 101.5025 101.5588 101.6151 [17] 101.6714 101.7277 101.7840 101.8403 101.8966 101.9529 102.0092 102.0655 [25] 102.1218 102.1782 102.2345 102.2908 102.3471 102.4034 102.4597 102.5160 [33] 102.5723 102.6286 102.6849 102.7412 102.7975 102.8538 102.9101 102.9664 [41] 103.0227 103.0790 103.1353 103.1916 103.2479 103.3042 103.3605 103.4168 [49] 103.4732 103.5295 $zden [,1] [,2] [,3] [,4] [,5] [1,] 4.584591e-02 6.653221e-02 9.629696e-02 0.1397833294 0.202686944 [2,] 6.987948e-02 9.993455e-02 1.417512e-01 0.2012584415 0.286139642 [3,] 1.032941e-01 1.461472e-01 2.038324e-01 0.2835270486 0.395107827 [4,] 1.477491e-01 2.075774e-01 2.856829e-01 0.3902604583 0.533384608 [5,] 2.041247e-01 2.856930e-01 3.893626e-01 0.5238883235 0.703265240 [6,] 2.719783e-01 3.802696e-01 5.148941e-01 0.6844858768 0.904350643 [7,] 3.490747e-01 4.886919e-01 6.593251e-01 0.8686381318 1.132307323 [8,] 4.311594e-01 6.055368e-01 8.160900e-01 1.0686020549 1.377921601 [9,] 5.121218e-01 7.226605e-01 9.749720e-01 1.2721329151 1.626852939 [10,] 5.846255e-01 8.299300e-01 1.122882e+00 1.4632692807 1.860435346 [11,] 6.411532e-01 9.165752e-01 1.245483e+00 1.6241632999 2.057666372 [12,] 6.752750e-01 9.729398e-01 1.329423e+00 1.7377396621 2.198192518 [13,] 6.828502e-01 9.922488e-01 1.364725e+00 1.7906660921 2.265749838 [14,] 6.628531e-01 9.719476e-01 1.346734e+00 1.7759338379 2.251276088 [15,] 6.175978e-01 9.142515e-01 1.277121e+00 1.6943690403 2.154889632 [16,] 5.522951e-01 8.257473e-01 1.163638e+00 1.5546446460 1.986172323 [17,] 4.740632e-01 7.161501e-01 1.018695e+00 1.3717614612 1.762630603 [18,] 3.906513e-01 5.965450e-01 8.571079e-01 1.1643827851 1.506699623 [19,] 3.091945e-01 4.775552e-01 6.936204e-01 0.9516938021 1.242027506 [20,] 2.352711e-01 3.678527e-01 5.407409e-01 0.7505246636 0.989910540 [21,] 1.724141e-01 2.732799e-01 4.073389e-01 0.5733199182 0.766617206 [22,] 1.220895e-01 1.966501e-01 2.981507e-01 0.4272388749 0.582017413 [23,] 8.403653e-02 1.381177e-01 2.141052e-01 0.3143436509 0.439547264 [24,] 5.680500e-02 9.589866e-02 1.532070e-01 0.2325887414 0.337228829 [25,] 3.832668e-02 6.710030e-02 1.116525e-01 0.1772154677 0.269297818 [26,] 2.639876e-02 4.846822e-02 8.489990e-02 0.1421788312 0.227985748 [27,] 1.901833e-02 3.693693e-02 6.850871e-02 0.1213392366 0.205102722 [28,] 1.456127e-02 2.995465e-02 5.867946e-02 0.1092900747 0.193220772 [29,] 1.183315e-02 2.560806e-02 5.250476e-02 0.1018029385 0.186390101 [30,] 1.003496e-02 2.260326e-02 4.799665e-02 0.0959500241 0.180424022 [31,] 8.685167e-03 2.016338e-02 4.396925e-02 0.0899957643 0.172842857 [32,] 7.529679e-03 1.789356e-02 3.985052e-02 0.0831547671 0.162590737 [33,] 6.459811e-03 1.564841e-02 3.548020e-02 0.0753005709 0.149639741 [34,] 5.447880e-03 1.342226e-02 3.093142e-02 0.0666890980 0.134580925 [35,] 4.502742e-03 1.127002e-02 2.637562e-02 0.0577369182 0.118275410 [36,] 3.643087e-03 9.258065e-03 2.199522e-02 0.0488710918 0.101605430 [37,] 2.884191e-03 7.439501e-03 1.793822e-02 0.0404477080 0.085331866 [38,] 2.233416e-03 5.846010e-03 1.430323e-02 0.0327231449 0.070038890 [39,] 1.690389e-03 4.488954e-03 1.114188e-02 0.0258572287 0.056133729 [40,] 1.248974e-03 3.364068e-03 8.468326e-03 0.0199296768 0.043870252 [41,] 8.994311e-04 2.456421e-03 6.269352e-03 0.0149578105 0.033375275 [42,] 6.300977e-04 1.744340e-03 4.512330e-03 0.0109106218 0.024669012 [43,] 4.285511e-04 1.202214e-03 3.151147e-03 0.0077194728 0.017680815 [44,] 2.824217e-04 8.026217e-04 2.131049e-03 0.0052876476 0.012265098 [45,] 1.800130e-04 5.181342e-04 1.393203e-03 0.0035004969 0.008221121 [46,] 1.107952e-04 3.229187e-04 8.791554e-04 0.0022363539 0.005316815 [47,] 6.575859e-05 1.940361e-04 5.347888e-04 0.0013770411 0.003313610 [48,] 3.759257e-05 1.122869e-04 3.132549e-04 0.0008163890 0.001988125 [49,] 2.068070e-05 6.252326e-05 1.765363e-04 0.0004656132 0.001147426 [50,] 1.094006e-05 3.347402e-05 9.565089e-05 0.0002552939 0.000636596 [,6] [,7] [,8] [,9] [,10] [,11] [1,] 0.290198218 0.404407592 0.541413737 0.68948330 0.82966294 0.93946958 [2,] 0.403941438 0.558607916 0.746330700 0.95254444 1.15212962 1.31395532 [3,] 0.549008052 0.751796977 1.000477364 1.27787873 1.55205360 1.78154699 [4,] 0.728784275 0.986472308 1.305240580 1.66597472 2.02972025 2.34337893 [5,] 0.944689123 1.262367477 1.658063457 2.11187120 2.57832417 2.99201543 [6,] 1.194972134 1.575290131 2.051306454 2.60394963 3.18254665 3.70965932 [7,] 1.473496366 1.916046986 2.471374483 3.12322709 3.81787666 4.46729657 [8,] 1.768840227 2.269774893 2.898422736 3.64348155 4.45106056 5.22524461 [9,] 2.064126481 2.616059140 3.306982028 4.13252186 5.04199966 5.93547474 [10,] 2.337941322 2.930168267 3.667762329 4.55478103 5.54721846 6.54582985 [11,] 2.566503088 3.185532678 3.950674480 4.87515018 5.92470308 7.00586688 [12,] 2.726902455 3.357261180 4.128776710 5.06361630 6.13950380 7.27357479 [13,] 2.800864529 3.426124534 4.182508607 5.09993665 6.16915213 7.32182443 [14,] 2.778208000 3.382162388 4.103336669 4.97739063 6.00778055 7.14323297 [15,] 2.659123955 3.227016789 3.895921417 4.70470620 5.66796490 6.75230247 [16,] 2.454625333 2.974323565 3.578176893 4.30559139 5.17974199 6.18421838 [17,] 2.184969574 2.647949351 3.179068043 3.81582887 4.58687569 5.49043046 [18,] 1.876391449 2.278411112 2.734543605 3.27846230 3.94107304 4.73186921 [19,] 1.556915381 1.898270547 2.282448990 2.73803220 3.29528626 3.97113875 [20,] 1.252205395 1.537509931 1.857464485 2.23497770 2.69735171 3.26513541 [21,] 0.982308330 1.219811660 1.487017791 1.80117565 2.18500217 2.65926545 [22,] 0.759820532 0.960342331 1.188790972 1.45722405 1.78285482 2.18391805 [23,] 0.589587509 0.765209318 0.970006225 1.21162613 1.50148508 1.85328350 [24,] 0.469685042 0.632372614 0.828288448 1.06165198 1.33830691 1.66617572 [25,] 0.393214885 0.553551132 0.753657546 0.99542830 1.27977764 1.60831845 [26,] 0.350407157 0.516594323 0.731126883 0.99474607 1.30441419 1.65554995 [27,] 0.330603199 0.507848726 0.743426376 1.03811789 1.38617113 1.77749894 [28,] 0.323846258 0.514187033 0.773482823 1.10371077 1.49781840 1.94138302 [29,] 0.321947791 0.524497419 0.806392713 1.17184569 1.61398919 2.11559672 [30,] 0.319018602 0.530555041 0.830729917 1.22682770 1.71359611 2.27274141 [31,] 0.311530763 0.527290073 0.839125282 1.25794919 1.78136122 2.39175824 [32,] 0.298025933 0.512545812 0.828160895 1.25963119 1.80832865 2.45893194 [33,] 0.278610679 0.486481743 0.797727948 1.23082012 1.79142026 2.46775092 [34,] 0.254381670 0.450810347 0.750077876 1.17389648 1.73229617 2.41786511 [35,] 0.226901511 0.408050280 0.688821063 1.09342277 1.63591020 2.31357238 [36,] 0.197803567 0.360930864 0.618082551 0.99502719 1.50914579 2.16229571 [37,] 0.168552178 0.312008767 0.541926886 0.88460166 1.35978629 1.97337708 [38,] 0.140338670 0.263483017 0.464052614 0.76783889 1.19587549 1.75727721 [39,] 0.114066950 0.217145699 0.387676462 0.65001150 1.02535630 1.52505461 [40,] 0.090378899 0.174393459 0.315500700 0.53584974 0.85580305 1.28789732 [41,] 0.069684649 0.136245450 0.249684005 0.42940759 0.69410392 1.05653047 [42,] 0.052183833 0.103347068 0.191787959 0.33388363 0.54605744 0.84046736 [43,] 0.037881401 0.075968710 0.142720030 0.25143849 0.41595914 0.64723018 [44,] 0.026608367 0.054020801 0.102714346 0.18308454 0.30630770 0.48174605 [45,] 0.018055282 0.037101253 0.071382633 0.12870925 0.21773998 0.34609956 [46,] 0.011818762 0.024576750 0.047840543 0.08724751 0.14923095 0.23971502 [47,] 0.007454306 0.015684535 0.030886027 0.05696644 0.09850874 0.15990863 [48,] 0.004525721 0.009634357 0.019190992 0.03579555 0.06257781 0.10265459 [49,] 0.002642850 0.005691785 0.011467920 0.02163099 0.03822959 0.06337648 [50,] 0.001483510 0.003232120 0.006586752 0.01256370 0.02244793 0.03760897 [,12] [,13] [,14] [,15] [,16] [,17] [1,] 0.99886763 0.99641119 0.9330168 0.8217246 0.6835824 0.5414625 [2,] 1.40895977 1.41898361 1.3427469 1.1963740 1.0082779 0.8106859 [3,] 1.92587491 1.95772079 1.8719165 1.6873148 1.4407872 1.1760679 [4,] 2.55273247 2.61862481 2.5298248 2.3070020 1.9961365 1.6544137 [5,] 3.28308741 3.39787282 3.3165125 3.0599324 2.6831845 2.2583237 [6,] 4.09866653 4.27907187 4.2196313 3.9393058 3.5012794 2.9930222 [7,] 4.96812964 5.23149551 5.2121259 4.9242366 4.4371646 3.8531438 [8,] 5.84741719 6.20994416 6.2514139 5.9781992 5.4627731 4.8200507 [9,] 6.68214327 7.15679174 7.2807176 7.0494182 6.5346293 5.8603710 [10,] 7.41221726 8.00651546 8.2329816 8.0737600 7.5955060 6.9264442 [11,] 7.97843407 8.69254698 9.0373774 8.9803209 8.5787054 7.9591672 [12,] 8.33021857 9.15567478 9.6277799 9.6993228 9.4148204 8.8933114 [13,] 8.43323484 9.35266649 9.9519717 10.1712792 10.0402194 9.6648285 [14,] 8.27533454 9.26344078 9.9798789 10.3558494 10.4058979 10.2190779 [15,] 7.86948253 8.89520089 9.7090933 10.2385978 10.4850216 10.5185176 [16,] 7.25287077 8.28248739 9.1663701 9.8341489 10.2775749 10.5483440 [17,] 6.48227138 7.48299315 8.4046390 9.1849493 9.8110715 10.3189249 [18,] 5.62653611 6.56995110 7.4960855 8.3558317 9.1371461 9.8645520 [19,] 4.75774536 5.62263870 6.5227174 7.4255040 8.3247534 9.2388450 [20,] 3.94267244 4.71682625 5.5662734 6.4766747 7.4513808 8.5078160 [21,] 3.23594146 3.91677032 4.6992397 5.5866137 6.5939334 7.7419513 [22,] 2.67567460 3.26976242 3.9782187 4.8195661 5.8207483 7.0086321 [23,] 2.28177186 2.80352582 3.4401717 4.2217865 5.1856821 6.3658688 [24,] 2.05646153 2.52616052 3.1013935 3.8192827 4.7246015 5.8578378 [25,] 1.98652478 2.42803013 2.9586885 3.6179048 4.4541352 5.5122971 [26,] 2.04659565 2.48494602 2.9921026 3.6052131 4.3722879 5.3396977 [27,] 2.20306382 2.66213300 3.1686669 3.7536015 4.4604891 5.3337419 [28,] 2.41823001 2.91860401 3.4467483 4.0242635 4.6867152 5.4731671 [29,] 2.65438164 3.21160612 3.7806594 4.3716517 5.0093771 5.7245550 [30,] 2.87741544 3.50075173 4.1251371 4.7480500 5.3816277 6.0459191 [31,] 3.05960506 3.75139582 4.4392363 5.1078111 5.7556805 6.3907389 [32,] 3.18119231 3.93686937 4.6892060 5.4108107 6.0866954 6.7120354 [33,] 3.23070408 4.03939144 4.8501017 5.6248143 6.3358881 6.9661195 [34,] 3.20419187 4.04979236 4.9061866 5.7267220 6.4727271 7.1157742 [35,] 3.10383428 3.96646085 4.8504703 5.7029321 6.4763238 7.1328066 [36,] 2.93641288 3.79403296 4.6838568 5.5492037 6.3362423 7.0000004 [37,] 2.71204250 3.54222620 4.4142876 5.2703262 6.0529112 6.7124662 [38,] 2.44327065 3.22494306 4.0559851 4.8796541 5.6376076 6.2782372 [39,] 2.14440502 2.85948531 3.6286163 4.3983002 5.1117711 5.7178132 [40,] 1.83080245 2.46557909 3.1560556 3.8536561 4.5053224 5.0623485 [41,] 1.51791308 2.06398477 2.6645163 3.2770309 3.8538259 4.3503917 [42,] 1.22006017 1.67469620 2.1800949 2.7005104 3.1946774 3.6234617 [43,] 0.94914715 1.31500073 1.7260903 2.1534970 2.5628860 2.9211414 [44,] 0.71359768 0.99782336 1.3206487 1.6596100 1.9872478 2.2765974 [45,] 0.51780590 0.73075037 0.9752586 1.2345990 1.4876799 1.7133870 [46,] 0.36222805 0.51593992 0.6943942 0.8856572 1.0741839 1.2440863 [47,] 0.24405373 0.35086920 0.4762781 0.6121411 0.7474744 0.8707984 [48,] 0.15824724 0.22965546 0.3144574 0.4073516 0.5009043 0.5871574 [49,] 0.09868607 0.14458466 0.1997301 0.2608298 0.3230686 0.3811576 [50,] 0.05915893 0.08751076 0.1219798 0.1606196 0.2004473 0.2380956 [,18] [,19] [,20] [,21] [,22] [,23] [1,] 0.4142812 0.3135051 0.2425219 0.1982410 0.1737389 0.1608907 [2,] 0.6312539 0.4876077 0.3858864 0.3225935 0.2881674 0.2707596 [3,] 0.9320681 0.7347477 0.5943543 0.5073639 0.4610814 0.4388346 [4,] 1.3345604 1.0732735 0.8865648 0.7715196 0.7119500 0.6852323 [5,] 1.8541974 1.5206536 1.2813262 1.1348254 1.0613566 1.0313400 [6,] 2.5011734 2.0908477 1.7951759 1.6154547 1.5285170 1.4971407 [7,] 3.2772312 2.7912359 2.4394013 2.2270030 2.1281472 2.0978111 [8,] 4.1727048 3.6195544 3.2169540 2.9753709 2.8672185 2.8402189 [9,] 5.1644268 4.5614393 4.1198556 3.8561544 3.7423366 3.7201891 [10,] 6.2151872 5.5892442 5.1277424 4.8532176 4.7384974 4.7214307 [11,] 7.2752920 6.6626763 6.2080611 5.9389221 5.8297035 5.8166818 [12,] 8.2864297 7.7315012 7.3181184 7.0761201 6.9814413 6.9710169 [13,] 9.1875760 8.7401480 8.4087834 8.2215579 8.1544490 8.1465274 [14,] 9.9221372 9.6335877 9.4292486 9.3299657 9.3087801 9.3070338 [15,] 10.4451420 10.3635329 10.3320244 10.3579730 10.4070842 10.4213838 [16,] 10.7291617 10.8938967 11.0773383 11.2671454 11.4163551 11.4643484 [17,] 10.7678610 11.2046167 11.6363435 12.0258452 12.3080471 12.4150371 [18,] 10.5765809 11.2933338 11.9929024 12.6100848 13.0571564 13.2537659 [19,] 10.1900037 11.1748886 12.1440660 13.0038826 13.6413211 13.9590111 [20,] 9.6575203 10.8789974 12.0995743 13.1996759 14.0409790 14.5061456 [21,] 9.0372689 10.4466994 11.8807175 13.1991050 14.2411464 14.8690316 [22,] 8.3898602 9.9261778 11.5187443 13.0140476 14.2346074 15.0244463 [23,] 7.7726034 9.3684212 11.0528024 12.6673809 14.0255732 14.9581899 [24,] 7.2347203 8.8230010 10.5272665 12.1927475 13.6324629 14.6709785 [25,] 6.8137499 8.3341189 9.9883400 11.6327237 13.0885477 14.1821525 [26,] 6.5331627 7.9370553 9.4799973 11.0351748 12.4397371 13.5298041 [27,] 6.4011674 7.6552223 9.0396079 10.4481084 11.7395823 12.7669453 [28,] 6.4107140 7.4981068 8.6938110 9.9138080 11.0423324 11.9544054 [29,] 6.5406989 7.4604152 8.4553190 9.4632949 10.3953968 11.1519660 [30,] 6.7583050 7.5226316 8.3212413 9.1121543 9.8326945 10.4095909 [31,] 7.0222909 7.6530341 8.2733017 8.8585177 9.3701621 9.7604934 [32,] 7.2869051 7.8109973 8.2800098 8.6835882 9.0042067 9.2172856 [33,] 7.5060597 7.9512525 8.3005601 8.5546588 8.7133277 8.7717737 [34,] 7.6374223 8.0286869 8.2899969 8.4301835 8.4625633 8.3982525 [35,] 7.6461773 8.0032386 8.2050298 8.2661593 8.2099658 8.0595362 [36,] 7.5082480 7.8444255 8.0097839 8.0228744 7.9139921 7.7145260 [37,] 7.2127531 7.5350198 7.6807241 7.6710045 7.5405675 7.3259142 [38,] 6.7633767 7.0733500 7.2100136 7.1960884 7.0686422 6.8666705 [39,] 6.1782840 6.4737597 6.6067085 6.6006350 6.4933325 6.3242455 [40,] 5.4882935 5.7649416 5.8954814 5.9034952 5.8261850 5.7019120 [41,] 4.7333004 4.9862149 5.1129977 5.1366319 5.0926552 5.0172384 [42,] 3.9573494 4.1822628 4.3025465 4.3399351 4.3274293 4.2982394 [43,] 3.2031538 3.3972315 3.5079189 3.5551182 3.5686144 3.5781518 [44,] 2.5070688 2.6692857 2.7676894 2.8198879 2.8519798 2.8899545 [45,] 1.8954517 2.0266065 2.1109279 2.1634403 2.2063106 2.2616695 [46,] 1.3829867 1.4854416 1.5549810 1.6039518 1.6505742 1.7131831 [47,] 0.9730527 1.0502996 1.1054350 1.1482207 1.1931284 1.2549076 [48,] 0.6597363 0.7158935 0.7578866 0.7931363 0.8327343 0.8881785 [49,] 0.4307897 0.4701189 0.5008223 0.5283207 0.5608085 0.6069545 [50,] 0.2707723 0.2972850 0.3188237 0.3391924 0.3642212 0.4002199 [,24] [,25] [,26] [,27] [,28] [,29] [1,] 0.1523861 0.1429511 0.1298155 0.1125479 0.09242838 0.07158549 [2,] 0.2593050 0.2455467 0.2249825 0.1968241 0.16315099 0.12758118 [3,] 0.4244423 0.4053944 0.3745810 0.3305599 0.27651019 0.21828524 [4,] 0.6685221 0.6434985 0.5992739 0.5332632 0.45003221 0.35859333 [5,] 1.0136731 0.9824599 0.9215767 0.8265562 0.70353859 0.56572860 [6,] 1.4805444 1.4434639 1.3628753 1.2314125 1.05677200 0.85735946 [7,] 2.0845823 2.0422941 1.9393448 1.7642200 1.52584717 1.24862853 [8,] 2.8321693 2.7851056 2.6574739 2.4322838 2.11901522 1.74843739 [9,] 3.7176330 3.6650684 3.5103411 3.2298666 2.83270602 2.35576903 [10,] 4.7221912 4.6611164 4.4759936 4.1361428 3.64914981 3.05718280 [11,] 5.8155335 5.7396912 5.5190025 5.1162703 4.53681823 3.82665454 [12,] 6.9600152 6.8595793 6.5954886 6.1260843 5.45436060 4.62852711 [13,] 8.1165248 7.9788811 7.6607681 7.1197862 6.35768123 5.42347586 [14,] 9.2503540 9.0622149 8.6776652 8.0588017 7.20861110 6.17630268 [15,] 10.3351833 10.0858642 9.6229370 8.9191965 7.98272186 6.86344102 [16,] 11.3537994 11.0390158 10.4895306 9.6950944 8.67366949 7.47772137 [17,] 12.2952790 11.9204600 11.2835902 10.3965875 9.29225819 8.02848205 [18,] 13.1497162 12.7317383 12.0168973 11.0423889 9.86002469 8.53645984 [19,] 13.9026104 13.4691248 12.6971247 11.6493465 10.39902637 9.02464289 [20,] 14.5313052 14.1174122 13.3192218 12.2221870 10.92096380 9.50777265 [21,] 15.0052410 14.6479970 13.8610392 12.7469671 11.41919386 9.98384667 [22,] 15.2904542 15.0223330 14.2849519 13.1905902 11.86637423 10.43048811 [23,] 15.3572335 15.2000032 14.5452679 13.5067878 12.21870428 10.80755667 [24,] 15.1886930 15.1490996 14.5993255 13.6469014 12.42563620 11.06541411 [25,] 14.7876489 14.8558540 14.4190480 13.5723366 12.44226392 11.15652034 [26,] 14.1796729 14.3307230 13.9996725 13.2651778 12.24090091 11.04711312 [27,] 13.4113191 13.6092395 13.3633341 12.7341596 11.81878130 10.72586058 [28,] 12.5438609 12.7474479 12.5567275 12.0146607 11.20010324 10.20742386 [29,] 11.6440005 11.8131386 11.6436603 11.1630498 10.43226931 9.53038471 [30,] 10.7736405 10.8750151 10.6944784 10.2470670 9.57763296 8.75046271 [31,] 9.9808604 9.9921929 9.7748541 9.3346501 8.70295298 7.93094718 [32,] 9.2937859 9.2061001 8.9362567 8.4836344 7.86895538 7.13261503 [33,] 8.7183139 8.5361284 8.2097879 7.7342331 7.12202004 6.40515771 [34,] 8.2398152 7.9794854 7.6041581 7.1053582 6.48924759 5.78147935 [35,] 7.8281922 7.5148449 7.1076780 6.5949312 5.97729585 5.27542255 [36,] 7.4451027 7.1087268 6.6933974 6.1835634 5.57460407 4.88273784 [37,] 7.0518813 6.7231625 6.3260659 5.8404715 5.25608899 4.58458195 [38,] 6.6166848 6.3231367 5.9694594 5.5302923 4.98915076 4.35256584 [39,] 6.1196720 5.8825325 5.5927738 5.2195510 4.73984718 4.15435030 [40,] 5.5555042 5.3877446 5.1751670 4.8818257 4.47830615 3.95893441 [41,] 4.9330256 4.8386640 4.7079986 4.5010422 4.18274599 3.74100585 [42,] 4.2725241 4.2472435 4.1947720 4.0727103 3.84177067 3.48394247 [43,] 3.6013731 3.6342448 3.6491427 3.6032298 3.45486541 3.18124782 [44,] 2.9490534 3.0249873 3.0915952 3.1076311 3.03122996 2.83637687 [45,] 2.3425290 2.4449662 2.5455013 2.6062756 2.58727542 2.46109186 [46,] 1.8027391 1.9160964 2.0332751 2.1211395 2.14328006 2.07269305 [47,] 1.3426350 1.4541175 1.5732336 1.6723247 1.71981767 1.69065624 [48,] 0.9668245 1.0674034 1.1775850 1.2753507 1.33459151 1.33331404 [49,] 0.6725632 0.7571254 0.8517091 0.9395990 1.00019660 1.01518880 [50,] 0.4516293 0.5184734 0.5946327 0.6680092 0.72309533 0.74539798 [,30] [,31] [,32] [,33] [,34] [,35] [1,] 0.05215844 0.03570342 0.02294671 0.01385086 0.007867583 0.004231543 [2,] 0.09388249 0.06492016 0.04216190 0.02572641 0.014783290 0.008056971 [3,] 0.16221203 0.11331023 0.07436041 0.04587076 0.026671328 0.014736449 [4,] 0.26907818 0.18986120 0.12590636 0.07852765 0.046213009 0.025900815 [5,] 0.42859973 0.30546467 0.20470311 0.12910496 0.076925134 0.043765621 [6,] 0.65571534 0.47201385 0.31966300 0.20391067 0.123067705 0.071140162 [7,] 0.96388342 0.70076542 0.47964374 0.30953586 0.189341473 0.111328042 [8,] 1.36206214 1.00007434 0.69189105 0.45188633 0.280361148 0.167901968 [9,] 1.85155034 1.37289597 0.96023022 0.63499645 0.399967930 0.244375428 [10,] 2.42360284 1.81473231 1.28346786 0.85991223 0.550541112 0.343846469 [11,] 3.05883686 2.31283209 1.65459396 1.12403546 0.732542171 0.468732045 [12,] 3.72918944 2.84731640 2.06131802 1.42130839 0.944528890 0.620716964 [13,] 4.40252365 3.39443467 2.48816865 1.74343583 1.183774474 0.800986440 [14,] 5.04906341 3.93144187 2.91987402 2.08200025 1.447416241 1.010691479 [15,] 5.64796932 4.44185228 3.34516842 2.43091906 1.733794712 1.251443341 [16,] 6.19193932 4.91938007 3.75977417 2.78838318 2.043432112 1.525511116 [17,] 6.68800928 5.36898580 4.16730643 3.15737039 2.379056032 1.835379799 [18,] 7.15377199 5.80419265 4.57734531 3.54414308 2.744276275 2.182467068 [19,] 7.60973326 6.24103599 5.00081762 3.95477688 3.140957933 2.565090309 [20,] 8.06995011 6.69025365 5.44383724 4.39052515 3.565869557 2.976132573 [21,] 8.53389051 7.15013610 5.90188926 4.84342732 4.007631031 3.401151139 [22,] 8.98225927 7.60247360 6.35638169 5.29374221 4.445130536 3.817751753 [23,] 9.37837375 8.01319637 6.77501546 5.71040885 4.848317167 4.196840911 [24,] 9.67495195 8.33788114 7.11630648 6.05489363 5.181649682 4.505895026 [25,] 9.82449792 8.53078096 7.33730146 6.28773824 5.409673002 4.713776253 [26,] 9.79042196 8.55496602 7.40252639 6.37625124 5.503490702 4.796096617 [27,] 9.55592585 8.39088044 7.29182659 6.30138561 5.446546412 4.739867638 [28,] 9.12847797 8.04117599 7.00511262 6.06205556 5.238257671 4.546283776 [29,] 8.53904377 7.53081734 6.56294869 5.67587286 4.894613497 4.230944905 [30,] 7.83665117 6.90275792 6.00307668 5.17627044 4.445661795 3.821482425 [31,] 7.07992008 6.21053196 5.37396578 4.60688625 3.930594542 3.353194702 [32,] 6.32764195 5.50963861 4.72704460 4.01464378 3.391655537 2.863730703 [33,] 5.63036626 4.84956391 4.10932096 3.44306882 2.868221574 2.387972226 [34,] 5.02438567 4.26781043 3.55770279 2.92706722 2.392158518 1.954059473 [35,] 4.52877298 3.78662891 3.09571843 2.48983892 1.985074303 1.581093341 [36,] 4.14542110 3.41248180 2.73270707 2.14201722 1.657558360 1.278582346 [37,] 3.86152634 3.13778044 2.46508101 1.88267341 1.410077602 1.047327566 [38,] 3.65369349 2.94418758 2.27902278 1.70159556 1.234977506 0.881237363 [39,] 3.49280017 2.80673704 2.15394798 1.58222500 1.119013798 0.769543691 [40,] 3.34886862 2.69812157 2.06616885 1.50474469 1.045953164 0.699000839 [41,] 3.19536508 2.59264854 1.99234057 1.44897088 0.998946696 0.655812266 [42,] 3.01250735 2.46948950 1.91238983 1.39682402 0.962515726 0.627173112 [43,] 2.78929665 2.31494320 1.81169823 1.33422552 0.924068842 0.602403887 [44,] 2.52411495 2.12351113 1.68235867 1.25229578 0.874893878 0.573679359 [45,] 2.22388358 1.89769603 1.52338950 1.14775883 0.810575989 0.536353720 [46,] 1.90198148 1.64660307 1.33991149 1.02252873 0.730821457 0.488883702 [47,] 1.57533648 1.38362987 1.14146130 0.88257060 0.638733203 0.432376883 [48,] 1.26126531 1.12371339 0.93978534 0.73626443 0.539676726 0.369843919 [49,] 0.97467725 0.88068929 0.74656607 0.59260507 0.439959029 0.305290056 [50,] 0.72613464 0.66526030 0.57152407 0.45959362 0.345577940 0.242814305 [,36] [,37] [,38] [,39] [,40] [1,] 0.002191354 0.001137615 0.0006393372 0.0004238240 0.0003348084 [2,] 0.004243891 0.002258378 0.0013158498 0.0009099288 0.0007446272 [3,] 0.007902863 0.004317829 0.0026121134 0.0018835733 0.0015937730 [4,] 0.014157955 0.007955976 0.0050040411 0.0037600233 0.0032830196 [5,] 0.024417432 0.014139272 0.0092565943 0.0072397660 0.0065089688 [6,] 0.040573789 0.024259127 0.0165450602 0.0134491760 0.0124221477 [7,] 0.065026715 0.040226799 0.0285946388 0.0241121520 0.0228246862 [8,] 0.100647599 0.064550219 0.0478231880 0.0417350111 0.0403868459 [9,] 0.150685326 0.100378690 0.0774624498 0.0697701164 0.0688388033 [10,] 0.218635583 0.151504441 0.1216238301 0.1127057777 0.1130689563 [11,] 0.308115356 0.222313493 0.1852685346 0.1760176677 0.1790427737 [12,] 0.422785430 0.317675517 0.2740381226 0.2659146186 0.2734554208 [13,] 0.566335681 0.442751106 0.3939038875 0.3888273573 0.4030595554 [14,] 0.742487332 0.602673444 0.5506013411 0.5506224907 0.5736678103 [15,] 0.954892057 0.802040940 0.7488346072 0.7555752466 0.7889118226 [16,] 1.206756509 1.044156696 0.9912700061 1.0051964412 1.0489282725 [17,] 1.500035911 1.329990654 1.2773924463 1.2970704479 1.3492101160 [18,] 1.834151540 1.656934246 1.6023744484 1.6239145514 1.6798911502 [19,] 2.204386602 2.017552636 1.9561892491 1.9730971752 2.0257019792 [20,] 2.600340340 2.398670092 2.3232557001 2.3268394711 2.3667496919 [21,] 3.004989015 2.781196771 2.6829028462 2.6632625000 2.6801462018 [22,] 3.394907436 3.141046981 3.0108400051 2.9583113749 2.9423531843 [23,] 3.742005166 3.451296119 3.2816184607 3.1884057261 3.1319558692 [24,] 4.016754949 3.685409522 3.4718100975 3.3334675883 3.2324557858 [25,] 4.192435042 3.821032662 3.5633736122 3.3798106888 3.2346054262 [26,] 4.249537064 3.843589641 3.5465355122 3.3223167977 3.1378382804 [27,] 4.179335840 3.748883890 3.4215395503 3.1654083518 2.9504792960 [28,] 3.985753899 3.544074791 3.1988344786 2.9225574399 2.6886466792 [29,] 3.685048002 3.246770674 2.8976189368 2.6143900557 2.3740225553 [30,] 3.303380923 2.882425704 2.5430437011 2.2657633203 2.0309121921 [31,] 2.872845320 2.480614036 2.1626643999 1.9024095535 1.6831516316 [32,] 2.426833553 2.070973955 1.7828649825 1.5477972942 1.3514228980 [33,] 1.995711179 1.679612710 1.4259065847 1.2207477137 1.0513994661 [34,] 1.603561993 1.326564648 1.1080394728 0.9341154661 0.7929202613 [35,] 1.266417351 1.024578379 0.8388224702 0.6945696522 0.5801456129 [36,] 0.991989500 0.779182881 0.6215235227 0.5032841863 0.4124634732 [37,] 0.780613292 0.589732053 0.4542852205 0.3572072292 0.2858154701 [38,] 0.626933494 0.451006137 0.3316668258 0.2505495513 0.1941142089 [39,] 0.521865078 0.354957864 0.2462088259 0.1761897937 0.1304973115 [40,] 0.454457115 0.292291904 0.1897688563 0.1268013997 0.0882715240 [41,] 0.413446824 0.253708842 0.1545074217 0.0956242731 0.0615075217 [42,] 0.388428215 0.230770405 0.1335108018 0.0768965284 0.0453231566 [43,] 0.370650113 0.216426852 0.1211104135 0.0660189362 0.0359361940 [44,] 0.353490393 0.205278782 0.1129834219 0.0595414109 0.0305753092 [45,] 0.332647559 0.193639383 0.1061118111 0.0550503596 0.0273241407 [46,] 0.306076162 0.179441941 0.0986536492 0.0510116120 0.0249490374 [47,] 0.273690812 0.162020645 0.0897571225 0.0465989315 0.0227372063 [48,] 0.236883064 0.141791529 0.0793356815 0.0415215860 0.0203549617 [49,] 0.197926248 0.119871571 0.0678216356 0.0358574122 0.0177267914 [50,] 0.159367382 0.097687642 0.0559208492 0.0298979590 0.0149337146 [,41] [,42] [,43] [,44] [,45] [1,] 0.0002913519 0.0002568274 0.0002186733 0.0001761492 0.0001331515 [2,] 0.0006635100 0.0005944964 0.0005128648 0.0004181250 0.0003197812 [3,] 0.0014518700 0.0013210676 0.0011542258 0.0009521789 0.0007367095 [4,] 0.0030526547 0.0028183469 0.0024927761 0.0020803528 0.0016281343 [5,] 0.0061678054 0.0057728688 0.0051666510 0.0043609683 0.0034518354 [6,] 0.0119767064 0.0113543629 0.0102779108 0.0087716883 0.0070209303 [7,] 0.0223546125 0.0214469872 0.0196252568 0.0169305158 0.0137008227 [8,] 0.0401152015 0.0389111950 0.0359745060 0.0313604727 0.0256526859 [9,] 0.0692268207 0.0678228909 0.0633153930 0.0557529153 0.0460878264 [10,] 0.1149203680 0.1135995011 0.1070129123 0.0951437109 0.0794593280 [11,] 0.1835840655 0.1828938279 0.1737269634 0.1558782444 0.1314783935 [12,] 0.2823391678 0.2831317317 0.2709628921 0.2452227468 0.2088182929 [13,] 0.4182278766 0.4216100486 0.4061521139 0.3705065620 0.3183836352 [14,] 0.5970237934 0.6041640178 0.5852584626 0.5377691471 0.4660960116 [15,] 0.8217872186 0.8335497919 0.8110561644 0.7500359972 0.6552837686 [16,] 1.0914049217 1.1078337336 1.0813947748 1.0055286971 0.8849408170 [17,] 1.3994338762 1.4191800642 1.3878908348 1.2962607234 1.1482778137 [18,] 1.7335817273 1.7534390923 1.7155099621 1.6075191199 1.4320643176 [19,] 2.0760740506 2.0908186816 2.0433713091 1.9186144453 1.7171765478 [20,] 2.4049985998 2.4076973571 2.3468412509 2.2050085233 1.9805179547 [21,] 2.6965165672 2.6793626241 2.6006460832 2.4415581489 2.1981112826 [22,] 2.9276381084 2.8832157752 2.7824350496 2.6062668926 2.3487917007 [23,] 3.0791239366 3.0018491753 2.8760652735 2.6837362580 2.4176883173 [24,] 3.1380313377 3.0254205105 2.8739271345 2.6675443666 2.3986788417 [25,] 3.0994668172 2.9528980491 2.7778558815 2.5610398992 2.2952451894 [26,] 2.9672401271 2.7919932379 2.5985160449 2.3764441255 2.1195776458 [27,] 2.7533013869 2.5578546422 2.3534824634 2.1325610516 1.8902218076 [28,] 2.4760595421 2.2708178889 2.0644886988 1.8516854392 1.6288945271 [29,] 2.1578800281 1.9536434603 1.7544126767 1.5563929220 1.3572128373 [30,] 1.8222072484 1.6287216543 1.4445320396 1.2668088420 1.0939838623 [31,] 1.4908104069 1.3156790215 1.1524417187 0.9987402662 0.8534577530 [32,] 1.1815945530 1.0296996687 0.8908346384 0.7627993858 0.6446470245 [33,] 0.9072701976 0.7807138173 0.6671634679 0.5644328447 0.4715723913 [34,] 0.6749724839 0.5734324235 0.4840501195 0.4046280846 0.3341457854 [35,] 0.4867190165 0.4080580614 0.3402131260 0.2810098111 0.2293618426 [36,] 0.3404564288 0.2814163821 0.2316520394 0.1890554445 0.1525145626 [37,] 0.2313843161 0.1882300508 0.1528469683 0.1232163045 0.0982427529 [38,] 0.1532694235 0.1222996025 0.0977924352 0.0778116750 0.0613051142 [39,] 0.0995434217 0.0774356814 0.0607624936 0.0476403265 0.0370654093 [40,] 0.0640801928 0.0480783318 0.0367810738 0.0283183658 0.0217238880 [41,] 0.0416426337 0.0296164909 0.0218303067 0.0163933165 0.0123584112 [42,] 0.0280517312 0.0184687965 0.0128620988 0.0093020262 0.0068442473 [43,] 0.0201618010 0.0120071139 0.0076882585 0.0052403402 0.0037136124 [44,] 0.0157260504 0.0083988942 0.0048149426 0.0029993765 0.0019999364 [45,] 0.0132199991 0.0064266250 0.0032692866 0.0018058394 0.0010949930 [46,] 0.0116667333 0.0053205763 0.0024463409 0.0011867240 0.0006324549 [47,] 0.0104859289 0.0046215677 0.0019879714 0.0008654499 0.0004010011 [48,] 0.0093729375 0.0040770258 0.0016944273 0.0006880434 0.0002840050 [49,] 0.0082055371 0.0035661843 0.0014634898 0.0005738490 0.0002201809 [50,] 0.0069731187 0.0030477942 0.0012503289 0.0004842305 0.0001792390 [,46] [,47] [,48] [,49] [,50] [1,] 9.414968e-05 6.219492e-05 3.836423e-05 2.209176e-05 1.187449e-05 [2,] 2.287627e-04 1.528945e-04 9.542247e-05 5.559762e-05 3.023801e-05 [3,] 5.331617e-04 3.605107e-04 2.276421e-04 1.341999e-04 7.385110e-05 [4,] 1.191928e-03 8.153445e-04 5.208803e-04 3.106869e-04 1.729933e-04 [5,] 2.556049e-03 1.768755e-03 1.143171e-03 6.898758e-04 3.886620e-04 [6,] 5.258103e-03 3.680501e-03 2.406456e-03 1.469266e-03 8.375062e-04 [7,] 1.037637e-02 7.346309e-03 4.858988e-03 3.001346e-03 1.730933e-03 [8,] 1.964431e-02 1.406588e-02 9.410722e-03 5.880622e-03 3.431251e-03 [9,] 3.568006e-02 2.583542e-02 1.748317e-02 1.105172e-02 6.523939e-03 [10,] 6.217815e-02 4.552323e-02 3.115652e-02 1.992247e-02 1.189755e-02 [11,] 1.039693e-01 7.695566e-02 5.326282e-02 3.444875e-02 2.081145e-02 [12,] 1.668261e-01 1.248140e-01 8.734997e-02 5.713892e-02 3.491818e-02 [13,] 2.568970e-01 1.942368e-01 1.374311e-01 9.091442e-02 5.619724e-02 [14,] 3.797009e-01 2.900552e-01 2.074511e-01 1.387689e-01 8.675680e-02 [15,] 5.387319e-01 4.156739e-01 3.004574e-01 2.032027e-01 1.284784e-01 [16,] 7.338781e-01 5.717387e-01 4.175623e-01 2.854751e-01 1.825203e-01 [17,] 9.600170e-01 7.548726e-01 5.568918e-01 3.848008e-01 2.487510e-01 [18,] 1.206244e+00 9.568624e-01 7.128189e-01 4.976972e-01 3.252471e-01 [19,] 1.456146e+00 1.164677e+00 8.757950e-01 6.177240e-01 4.080218e-01 [20,] 1.689347e+00 1.361555e+00 1.033015e+00 7.358165e-01 4.911406e-01 [21,] 1.884193e+00 1.529138e+00 1.169952e+00 8.412864e-01 5.673065e-01 [22,] 2.021124e+00 1.650312e+00 1.272558e+00 9.233807e-01 6.288728e-01 [23,] 2.085985e+00 1.712126e+00 1.329655e+00 9.730926e-01 6.691022e-01 [24,] 2.072482e+00 1.708123e+00 1.334974e+00 9.848052e-01 6.833879e-01 [25,] 1.983182e+00 1.639455e+00 1.288301e+00 9.573476e-01 6.701286e-01 [26,] 1.828840e+00 1.514543e+00 1.195446e+00 8.941863e-01 6.310272e-01 [27,] 1.626276e+00 1.347380e+00 1.067059e+00 8.027102e-01 5.707335e-01 [28,] 1.395382e+00 1.154963e+00 9.166233e-01 6.928096e-01 4.959361e-01 [29,] 1.155977e+00 9.544990e-01 7.581520e-01 5.751291e-01 4.141462e-01 [30,] 9.252012e-01 7.609956e-01 6.041189e-01 4.594153e-01 3.324787e-01 [31,] 7.158361e-01 5.856842e-01 4.640272e-01 3.533028e-01 2.566981e-01 [32,] 5.356960e-01 4.354039e-01 3.437841e-01 2.617114e-01 1.906851e-01 [33,] 3.879327e-01 3.128451e-01 2.458228e-01 1.868448e-01 1.363493e-01 [34,] 2.719537e-01 2.173779e-01 1.697557e-01 1.286425e-01 9.389838e-02 [35,] 1.846121e-01 1.461374e-01 1.132803e-01 8.546796e-02 6.231263e-02 [36,] 1.213768e-01 9.509168e-02 7.308980e-02 5.482873e-02 3.987174e-02 [37,] 7.729799e-02 5.990911e-02 4.561917e-02 3.398302e-02 2.461455e-02 [38,] 4.768480e-02 3.655168e-02 2.755556e-02 2.036160e-02 1.466987e-02 [39,] 2.849652e-02 2.159972e-02 1.611340e-02 1.179997e-02 8.445632e-03 [40,] 1.649936e-02 1.236411e-02 9.124112e-03 6.616977e-03 4.699591e-03 [41,] 9.259770e-03 6.856854e-03 5.003878e-03 3.591759e-03 2.528943e-03 [42,] 5.043120e-03 3.685652e-03 2.658474e-03 1.887801e-03 1.316655e-03 [43,] 2.672814e-03 1.922179e-03 1.368827e-03 9.610350e-04 6.634956e-04 [44,] 1.387049e-03 9.751741e-04 6.837278e-04 4.740797e-04 3.237509e-04 [45,] 7.139735e-04 4.840996e-04 3.320997e-04 2.268293e-04 1.530420e-04 [46,] 3.735903e-04 2.381438e-04 1.577267e-04 1.054958e-04 7.015133e-05 [47,] 2.065661e-04 1.189852e-04 7.414242e-05 4.793887e-05 3.124413e-05 [48,] 1.259512e-04 6.284793e-05 3.534368e-05 2.153018e-05 1.358498e-05 [49,] 8.631698e-05 3.673015e-05 1.779797e-05 9.785199e-06 5.828618e-06 [50,] 6.505341e-05 2.426808e-05 9.936970e-06 4.688874e-06 2.524011e-06 > image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,z)',xlab=par5,ylab=par7) > if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE) > if (par4=='Y') points(x,z) > (r<-lm(z ~ x)) Call: lm(formula = z ~ x) Coefficients: (Intercept) x 95.86012 0.05951 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/1is471226590519.ps tmp/1is471226590519.png") > system("convert tmp/2goby1226590519.ps tmp/2goby1226590519.png") > system("convert tmp/3789y1226590519.ps tmp/3789y1226590519.png") > system("convert tmp/4h8901226590519.ps tmp/4h8901226590519.png") > system("convert tmp/5c3cu1226590519.ps tmp/5c3cu1226590519.png") > system("convert tmp/66j731226590519.ps tmp/66j731226590519.png") > system("convert tmp/7gbzw1226590519.ps tmp/7gbzw1226590519.png") > > > proc.time() user system elapsed 2.310 1.419 10.277