R version 2.6.0 (2007-10-03) Copyright (C) 2007 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. Natural language support but running in an English locale 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(99.90,99.80,99.80,100.30,99.90,99.90,100.00,100.10,100.10,100.20,100.30,100.60,100.00,100.10,100.20,100.00,100.10,100.10,100.10,100.50,100.50,100.50,96.30,96.30,96.80,96.80,96.90,96.80,96.80,96.80,96.80,97.00,97.00,97.00,96.80,96.90,97.20,97.30,97.30,97.20,97.30,97.30,97.30,97.30,97.30,97.30,98.10,96.80,96.80,96.80,96.80,96.80,96.80,96.80,96.80,96.80,96.80,96.80,96.90,97.10,97.10) > y <- c(109.20,88.60,94.30,98.30,86.40,80.60,104.10,108.20,93.40,71.90,94.10,94.90,96.40,91.10,84.40,86.40,88.00,75.10,109.70,103.00,82.10,68.00,96.40,94.30,90.00,88.00,76.10,82.50,81.40,66.50,97.20,94.10,80.70,70.50,87.80,89.50,99.60,84.20,75.10,92.00,80.80,73.10,99.80,90.00,83.10,72.40,78.80,87.30,91.00,80.10,73.60,86.40,74.50,71.20,92.40,81.50,85.30,69.90,84.20,90.70,79.34) > x <- c(110.40,96.40,101.90,106.20,81.00,94.70,101.00,109.40,102.30,90.70,96.20,96.10,106.00,103.10,102.00,104.70,86.00,92.10,106.90,112.60,101.70,92.00,97.40,97.00,105.40,102.70,98.10,104.50,87.40,89.90,109.80,111.70,98.60,96.90,95.10,97.00,112.70,102.90,97.40,111.40,87.40,96.80,114.10,110.30,103.90,101.60,94.60,95.90,104.70,102.80,98.10,113.90,80.90,95.70,113.20,105.90,108.80,102.30,99.00,100.70,115.50) > par7 = 'Afzetprijsindex' > par6 = 'Kleding prod' > par5 = 'Totale prod' > 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: Wessa P., (2007), 3-Dimensional Scatterplots (v1.0.3) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_cloud.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > #Technical description: Write here your technical program description > x <- array(x,dim=c(length(x),1)) > colnames(x) <- par5 > y <- array(y,dim=c(length(y),1)) > colnames(y) <- par6 > z <- array(z,dim=c(length(z),1)) > colnames(z) <- par7 > d <- data.frame(cbind(z,y,x)) > colnames(d) <- list(par7,par6,par5) > par1 <- as.numeric(par1) > par2 <- as.numeric(par2) > if (par1>500) par1 <- 500 > if (par2>500) par2 <- 500 > if (par1<10) par1 <- 10 > if (par2<10) par2 <- 10 > library(GenKern) Loading required package: KernSmooth KernSmooth 2.22 installed Copyright M. P. Wand 1997 Loading GenKern version 1.1 Copyright Lucy and Aykroyd 2000 last update October 2004 requires KernSmooth Package GenKern installed > library(lattice) > panel.hist <- function(x, ...) + { + usr <- par('usr'); on.exit(par(usr)) + par(usr = c(usr[1:2], 0, 1.5) ) + h <- hist(x, plot = FALSE) + breaks <- h$breaks; nB <- length(breaks) + y <- h$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/rcomp/tmp/1g6k91193774061.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/2bhmg1193774061.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/3sc8g1193774061.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/4p1xo1193774061.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/rcomp/tmp/5ubku1193774061.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 19.8188 0.6613 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/6iimv1193774061.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] 58.68258 59.88329 61.08400 62.28471 63.48542 64.68613 65.88684 [8] 67.08756 68.28827 69.48898 70.68969 71.89040 73.09111 74.29182 [15] 75.49253 76.69324 77.89396 79.09467 80.29538 81.49609 82.69680 [22] 83.89751 85.09822 86.29893 87.49964 88.70036 89.90107 91.10178 [29] 92.30249 93.50320 94.70391 95.90462 97.10533 98.30604 99.50676 [36] 100.70747 101.90818 103.10889 104.30960 105.51031 106.71102 107.91173 [43] 109.11244 110.31316 111.51387 112.71458 113.91529 115.11600 116.31671 [50] 117.51742 $yords [1] 95.87743 95.98244 96.08744 96.19244 96.29744 96.40245 96.50745 [8] 96.61245 96.71745 96.82246 96.92746 97.03246 97.13747 97.24247 [15] 97.34747 97.45247 97.55748 97.66248 97.76748 97.87248 97.97749 [22] 98.08249 98.18749 98.29250 98.39750 98.50250 98.60750 98.71251 [29] 98.81751 98.92251 99.02752 99.13252 99.23752 99.34252 99.44753 [36] 99.55253 99.65753 99.76253 99.86754 99.97254 100.07754 100.18255 [43] 100.28755 100.39255 100.49755 100.60256 100.70756 100.81256 100.91756 [50] 101.02257 $zden [,1] [,2] [,3] [,4] [,5] [1,] 2.751580e-03 7.659358e-03 1.839635e-02 3.813839e-02 6.828969e-02 [2,] 3.493671e-03 9.924820e-03 2.434157e-02 5.156371e-02 9.440942e-02 [3,] 4.271616e-03 1.237144e-02 3.095270e-02 6.693088e-02 1.251818e-01 [4,] 5.040858e-03 1.486681e-02 3.790295e-02 8.357370e-02 1.595017e-01 [5,] 5.757271e-03 1.726649e-02 4.480029e-02 1.006064e-01 1.957028e-01 [6,] 6.386488e-03 1.944156e-02 5.125496e-02 1.170592e-01 2.317785e-01 [7,] 6.912781e-03 2.130843e-02 5.696097e-02 1.320629e-01 2.657278e-01 [8,] 7.344882e-03 2.285310e-02 6.177337e-02 1.450461e-01 2.959707e-01 [9,] 7.716283e-03 2.414152e-02 6.575851e-02 1.558947e-01 3.217350e-01 [10,] 8.078984e-03 2.530986e-02 6.919578e-02 1.650186e-01 3.433030e-01 [11,] 8.492044e-03 2.653448e-02 7.252118e-02 1.732851e-01 3.620141e-01 [12,] 9.009027e-03 2.798943e-02 7.622155e-02 1.818184e-01 3.799774e-01 [13,] 9.670379e-03 2.980592e-02 8.070949e-02 1.917086e-01 3.995417e-01 [14,] 1.050697e-02 3.205109e-02 8.622074e-02 2.037187e-01 4.226611e-01 [15,] 1.155953e-02 3.473968e-02 9.277305e-02 2.180825e-01 4.503487e-01 [16,] 1.291543e-02 3.788479e-02 1.002083e-01 2.344623e-01 4.823831e-01 [17,] 1.476008e-02 4.158374e-02 1.083157e-01 2.520821e-01 5.173491e-01 [18,] 1.743317e-02 4.612541e-02 1.170140e-01 2.700004e-01 5.529774e-01 [19,] 2.147133e-02 5.209343e-02 1.265532e-01 2.874600e-01 5.866792e-01 [20,] 2.760799e-02 6.042454e-02 1.376853e-01 3.042376e-01 6.161508e-01 [21,] 3.669634e-02 7.236838e-02 1.517322e-01 3.209125e-01 6.399402e-01 [22,] 4.952897e-02 8.929371e-02 1.704685e-01 3.389530e-01 6.578733e-01 [23,] 6.655854e-02 1.123153e-01 1.957485e-01 3.605094e-01 6.712127e-01 [24,] 8.757332e-02 1.417825e-01 2.288722e-01 3.878375e-01 6.824035e-01 [25,] 1.114337e-01 1.767605e-01 2.698023e-01 4.223856e-01 6.943196e-01 [26,] 1.360004e-01 2.147087e-01 3.164798e-01 4.637614e-01 7.090921e-01 [27,] 1.583558e-01 2.515644e-01 3.645576e-01 5.089556e-01 7.268490e-01 [28,] 1.753269e-01 2.823389e-01 4.078148e-01 5.522457e-01 7.448721e-01 [29,] 1.841950e-01 3.021475e-01 4.392980e-01 5.860358e-01 7.576593e-01 [30,] 1.833810e-01 3.073965e-01 4.529427e-01 6.025480e-01 7.580892e-01 [31,] 1.728687e-01 2.967386e-01 4.451741e-01 5.958919e-01 7.394326e-01 [32,] 1.542155e-01 2.714571e-01 4.159320e-01 5.638095e-01 6.975362e-01 [33,] 1.301458e-01 2.351381e-01 3.687423e-01 5.084528e-01 6.323640e-01 [34,] 1.038748e-01 1.927515e-01 3.098116e-01 4.359047e-01 5.483008e-01 [35,] 7.839392e-02 1.494712e-01 2.464814e-01 3.546329e-01 4.531158e-01 [36,] 5.593428e-02 1.096171e-01 1.855799e-01 2.734504e-01 3.560093e-01 [37,] 3.772575e-02 7.600919e-02 1.321775e-01 1.996725e-01 2.654701e-01 [38,] 2.404959e-02 4.982449e-02 8.902871e-02 1.379856e-01 1.876443e-01 [39,] 1.448892e-02 3.087037e-02 5.669484e-02 9.020524e-02 1.256141e-01 [40,] 8.248466e-03 1.807603e-02 3.412811e-02 5.576568e-02 7.958809e-02 [41,] 4.436803e-03 1.000162e-02 1.941613e-02 3.259304e-02 4.770447e-02 [42,] 2.254645e-03 5.228654e-03 1.043829e-02 1.800578e-02 2.704050e-02 [43,] 1.082305e-03 2.582325e-03 5.302162e-03 9.400450e-03 1.449079e-02 [44,] 4.907232e-04 1.204711e-03 2.544350e-03 4.637299e-03 7.339902e-03 [45,] 2.101322e-04 5.308317e-04 1.153315e-03 2.161215e-03 3.513371e-03 [46,] 8.497139e-05 2.208952e-04 4.937595e-04 9.514580e-04 1.588985e-03 [47,] 3.244383e-05 8.680101e-05 1.996323e-04 3.956264e-04 6.789083e-04 [48,] 1.169577e-05 3.220541e-05 7.621625e-05 1.553582e-04 2.739923e-04 [49,] 3.980354e-06 1.128121e-05 2.747396e-05 5.760867e-05 1.044350e-04 [50,] 1.278707e-06 3.730475e-06 9.349931e-06 2.016972e-05 3.759082e-05 [,6] [,7] [,8] [,9] [,10] [1,] 0.1057183624 1.417287e-01 0.1649724970 0.1674175961 0.1490625387 [2,] 0.1495742021 2.054280e-01 0.2452903408 0.2557915539 0.2345621048 [3,] 0.2027634078 2.850008e-01 0.3487332167 0.3733196901 0.3522363875 [4,] 0.2638468900 3.791249e-01 0.4748571344 0.5212280417 0.5054152342 [5,] 0.3302299528 4.845083e-01 0.6204012347 0.6973353915 0.6939411469 [6,] 0.3984397477 5.961202e-01 0.7792933950 0.8956425917 0.9132271546 [7,] 0.4646651700 7.078762e-01 0.9433271767 1.1067586381 1.1541849991 [8,] 0.5254824587 8.137074e-01 1.1034834746 1.3192510441 1.4042905100 [9,] 0.5786177588 9.088097e-01 1.2516721388 1.5217316151 1.6497253228 [10,] 0.6235463427 9.907752e-01 1.3824957976 1.7052163147 1.8781485465 [11,] 0.6617251220 1.060268e+00 1.4945504239 1.8651270805 2.0813536099 [12,] 0.6963222803 1.120971e+00 1.5908252248 2.0023152475 2.2569950723 [13,] 0.7314484916 1.178717e+00 1.6779725822 2.1227137573 2.4087943400 [14,] 0.7710668041 1.239965e+00 1.7645497441 2.2356236313 2.5451025638 [15,] 0.8178894001 1.310029e+00 1.8586822138 2.3510849304 2.6762516719 [16,] 0.8725881890 1.391572e+00 1.9658132262 2.4770949095 2.8115345830 [17,] 0.9335322767 1.483782e+00 2.0871656961 2.6174635159 2.9567346575 [18,] 0.9970751392 1.582379e+00 2.2192523108 2.7708043832 3.1128198723 [19,] 1.0582494783 1.680325e+00 2.3543747411 2.9306887258 3.2758736169 [20,] 1.1116662436 1.768950e+00 2.4817724894 3.0865977288 3.4378424933 [21,] 1.1524504081 1.839232e+00 2.5890525225 3.2252103169 3.5875186679 [22,] 1.1771063907 1.883088e+00 2.6637146470 3.3317834203 3.7114285326 [23,] 1.1842054706 1.894628e+00 2.6947734364 3.3916976572 3.7947614206 [24,] 1.1747244447 1.871235e+00 2.6744729320 3.3923625360 3.8227786613 [25,] 1.1518218182 1.814192e+00 2.5998611086 3.3254424912 3.7830019953 [26,] 1.1199295657 1.728517e+00 2.4737311063 3.1889236498 3.6679313214 [27,] 1.0832928555 1.621825e+00 2.3044026240 2.9882281557 3.4774363886 [28,] 1.0444083464 1.502421e+00 2.1041459861 2.7357038397 3.2197567090 [29,] 1.0029972363 1.377246e+00 1.8866163386 2.4483954277 2.9104515141 [30,] 0.9560421016 1.250462e+00 1.6641487290 2.1447424835 2.5694840145 [31,] 0.8990073938 1.123237e+00 1.4458649496 1.8413263278 2.2174357429 [32,] 0.8278321605 9.947859e-01 1.2371749297 1.5507234245 1.8721676221 [33,] 0.7409026867 8.641237e-01 1.0406114933 1.2809607625 1.5469196519 [34,] 0.6401949252 7.317119e-01 0.8573675919 1.0363369313 1.2500955094 [35,] 0.5311378243 6.002619e-01 0.6886981129 0.8188620918 0.9862456797 [36,] 0.4213018295 4.744184e-01 0.5365715839 0.6295077285 0.7574144290 [37,] 0.3184822532 3.595702e-01 0.4034371126 0.4687918422 0.5641495748 [38,] 0.2289124689 2.603796e-01 0.2914222052 0.3367012029 0.4059057588 [39,] 0.1561752876 1.796413e-01 0.2014813210 0.2322962285 0.2810030183 [40,] 0.1010144370 1.178321e-01 0.1329243559 0.1534120283 0.1865036494 [41,] 0.0618866474 7.336674e-02 0.0834865273 0.0967054368 0.1183062995 [42,] 0.0358895788 4.331229e-02 0.0498306978 0.0580531760 0.0715422670 [43,] 0.0196917437 2.422295e-02 0.0282269551 0.0331295763 0.0411591142 [44,] 0.0102183250 1.282532e-02 0.0151593582 0.0179487381 0.0224920060 [45,] 0.0050133094 6.425717e-03 0.0077129192 0.0092222508 0.0116606296 [46,] 0.0023249433 3.045248e-03 0.0037156001 0.0044904726 0.0057299447 [47,] 0.0010189511 1.364705e-03 0.0016940245 0.0020708544 0.0026669747 [48,] 0.0004219590 5.781789e-04 0.0007307025 0.0009041089 0.0011751963 [49,] 0.0001650798 2.315267e-04 0.0002981058 0.0003735613 0.0004900811 [50,] 0.0000610045 8.761435e-05 0.0001150028 0.0001460362 0.0001933650 [,11] [,12] [,13] [,14] [,15] [1,] 0.1175151316 0.0830304541 0.0533033600 0.031466020 0.017186356 [2,] 0.1910072296 0.1398733958 0.0933769944 0.057455212 0.032728795 [3,] 0.2959925459 0.2244339797 0.1556389586 0.099694747 0.059147143 [4,] 0.4377477055 0.3432466314 0.2469279128 0.164417012 0.101440178 [5,] 0.6185632918 0.5007933403 0.3731067871 0.257800942 0.165130389 [6,] 0.8363063462 0.6977681945 0.5373226603 0.384504645 0.255228699 [7,] 1.0837048303 0.9297548622 0.7383066201 0.545928793 0.374773558 [8,] 1.3488230500 1.1869348198 0.9693582243 0.738747247 0.523291692 [9,] 1.6168887770 1.4552466649 1.2186329878 0.954375725 0.695748852 [10,] 1.8731645947 1.7189547491 1.4710089817 1.179899535 0.882590716 [11,] 2.1061001168 1.9640036013 1.7112103558 1.400504235 1.071202932 [12,] 2.3097754429 2.1810992090 1.9272545879 1.602797903 1.248577395 [13,] 2.4847955954 2.3674206488 2.1129890453 1.777888162 1.404371710 [14,] 2.6373089959 2.5263186729 2.2687220182 1.923007248 1.533213881 [15,] 2.7765094748 2.6651465634 2.3997041196 2.041000676 1.635288779 [16,] 2.9115390164 2.7921326041 2.5131483318 2.137919807 1.714942890 [17,] 3.0488726058 2.9135603544 2.6151187663 2.219835337 1.777951704 [18,] 3.1909459930 3.0322738882 2.7086098082 2.290335418 1.828731725 [19,] 3.3361378707 3.1477870906 2.7934574934 2.349769050 1.868775538 [20,] 3.4795850298 3.2574417495 2.8677302272 2.396338377 1.896915262 [21,] 3.6140467332 3.3575917026 2.9294856167 2.428155769 1.911035652 [22,] 3.7303016129 3.4439648426 2.9776888711 2.444919456 1.910111656 [23,] 3.8171777468 3.5110675814 3.0117188317 2.448186042 1.895355896 [24,] 3.8618670991 3.5513097848 3.0298655274 2.440130010 1.869862853 [25,] 3.8512392067 3.5549070295 3.0279496922 2.421630834 1.837057685 [26,] 3.7743410703 3.5112821664 2.9992132762 2.390947037 1.798945219 [27,] 3.6254451592 3.4118048910 2.9359109265 2.343877316 1.755210384 [28,] 3.4064210974 3.2528114932 2.8320071583 2.275404139 1.703643476 [29,] 3.1272819340 3.0375125212 2.6856874116 2.181933458 1.641539852 [30,] 2.8044978136 2.7758487892 2.5004462638 2.062921433 1.567173845 [31,] 2.4576707884 2.4823411434 2.2842821606 1.921092365 1.480496065 [32,] 2.1058516461 2.1729126381 2.0475215087 1.761307650 1.382777503 [33,] 1.7647914046 1.8620203803 1.8004220425 1.588895115 1.275622960 [34,] 1.4458115905 1.5610713659 1.5516329812 1.408441273 1.160141467 [35,] 1.1561473918 1.2782999059 1.3079378476 1.223622385 1.036885591 [36,] 0.9000378521 1.0195573711 1.0749284960 1.037928398 0.906607428 [37,] 0.6797584598 0.7891923959 0.8578250370 0.855592045 0.771318083 [38,] 0.4961364654 0.5904349710 0.6617581764 0.681979832 0.634933607 [39,] 0.3485673727 0.4251965130 0.4913131683 0.523102797 0.503039821 [40,] 0.2348621154 0.2936110353 0.3496403406 0.384456837 0.381814662 [41,] 0.1512785917 0.1937607271 0.2376736193 0.269765078 0.276587937 [42,] 0.0928977144 0.1218581713 0.1538851016 0.180193463 0.190654359 [43,] 0.0542680247 0.0728713665 0.0946846704 0.114319498 0.124766724 [44,] 0.0301053563 0.0413616491 0.0552661701 0.068765887 0.077382305 [45,] 0.0158388471 0.0222523986 0.0305592935 0.039167408 0.045427583 [46,] 0.0078947999 0.0113353204 0.0159911708 0.021103052 0.025218635 [47,] 0.0037253353 0.0054628717 0.0079127920 0.010747638 0.013229551 [48,] 0.0016632240 0.0024892950 0.0037002774 0.005171148 0.006554902 [49,] 0.0007022956 0.0010720283 0.0016345630 0.002349565 0.003066339 [50,] 0.0002803795 0.0004361819 0.0006818473 0.001007812 0.001353892 [,16] [,17] [,18] [,19] [,20] [1,] 0.008679528 0.004045597 0.001759765 0.0007471492 0.0003366980 [2,] 0.017221017 0.008351007 0.003779166 0.0016743735 0.0007910445 [3,] 0.032381247 0.016318429 0.007676797 0.0035475880 0.0017562238 [4,] 0.057702625 0.030185653 0.014750753 0.0071064358 0.0036843370 [5,] 0.097455926 0.052862093 0.026812244 0.0134593951 0.0073034422 [6,] 0.156041514 0.087659587 0.046111268 0.0241041249 0.0136798684 [7,] 0.236966949 0.137696512 0.075050258 0.0408236817 0.0242120256 [8,] 0.341560438 0.205004616 0.115650534 0.0654012475 0.0404948236 [9,] 0.467799340 0.289531668 0.168833975 0.0991428060 0.0640080402 [10,] 0.609769935 0.388390313 0.233710111 0.1422842942 0.0956347478 [11,] 0.758200612 0.495753820 0.307157258 0.1934616665 0.1351046441 [12,] 0.902173069 0.603658926 0.383978729 0.2494839617 0.1805485661 [13,] 1.031606410 0.703644299 0.457756360 0.3056145727 0.2283931807 [14,] 1.139663443 0.788751907 0.522243456 0.3564088156 0.2737655062 [15,] 1.224118975 0.855157375 0.572858500 0.3969221698 0.3114080848 [16,] 1.287090781 0.902754821 0.607716603 0.4238993311 0.3368820879 [17,] 1.333248068 0.934433824 0.627772850 0.4365011454 0.3476665512 [18,] 1.367329251 0.954374805 0.636018486 0.4362816194 0.3437503448 [19,] 1.392126421 0.966150239 0.636095446 0.4264358382 0.3274909797 [20,] 1.407824824 0.971490402 0.630950998 0.4106504517 0.3028075687 [21,] 1.412853573 0.970201382 0.622097737 0.3920379415 0.2740392165 [22,] 1.405611316 0.961110071 0.609704399 0.3725469843 0.2449020698 [23,] 1.386022289 0.943399620 0.593313383 0.3529728263 0.2178773844 [24,] 1.356069794 0.917568003 0.572700055 0.3333990948 0.1941293648 [25,] 1.319108544 0.885542489 0.548399616 0.3137439130 0.1738204099 [26,] 1.278468912 0.850009214 0.521692363 0.2941220750 0.1565744394 [27,] 1.236213791 0.813444190 0.494174957 0.2749145544 0.1418675321 [28,] 1.192714312 0.777419064 0.467247936 0.2566270927 0.1292443701 [29,] 1.147137591 0.742487697 0.441817304 0.2397080835 0.1183798937 [30,] 1.098375039 0.708545217 0.418297698 0.2244524626 0.1090621231 [31,] 1.045739463 0.675271930 0.396780790 0.2110033540 0.1011574341 [32,] 0.989019019 0.642298446 0.377148023 0.1993732280 0.0945731783 [33,] 0.927989292 0.609011155 0.359005180 0.1894051886 0.0892032177 [34,] 0.861886789 0.574238901 0.341507167 0.1806718670 0.0848513561 [35,] 0.789375377 0.536193445 0.323277786 0.1723968357 0.0811607145 [36,] 0.709189199 0.492888214 0.302607705 0.1635085205 0.0775992266 [37,] 0.621159698 0.442937534 0.277945930 0.1528739873 0.0735371306 [38,] 0.527047501 0.386361947 0.248500532 0.1396498953 0.0684060544 [39,] 0.430675367 0.324973336 0.214665114 0.1236028011 0.0618793904 [40,] 0.337227610 0.262112792 0.178052792 0.1052478175 0.0539935342 [41,] 0.252005712 0.201834414 0.141106325 0.0857357283 0.0451528613 [42,] 0.179164209 0.147878532 0.106448308 0.0665349684 0.0360146917 [43,] 0.120898904 0.102833452 0.076233223 0.0490405207 0.0273031357 [44,] 0.077297973 0.067747919 0.051726911 0.0342562523 0.0196254631 [45,] 0.046766695 0.042230315 0.033209031 0.0226437645 0.0133525726 [46,] 0.026750187 0.024883708 0.020153061 0.0141489962 0.0085889701 [47,] 0.014456005 0.013850978 0.011552475 0.0083513306 0.0052191790 [48,] 0.007377161 0.007279705 0.006252436 0.0046539269 0.0029944061 [49,] 0.003553829 0.003611337 0.003193869 0.0024477426 0.0016214536 [50,] 0.001615686 0.001690583 0.001539480 0.0012147525 0.0008284599 [,21] [,22] [,23] [,24] [,25] [1,] 0.0001707339 9.301958e-05 4.928323e-05 2.364448e-05 9.938677e-06 [2,] 0.0004204446 2.386116e-04 1.309051e-04 6.482633e-05 2.808290e-05 [3,] 0.0009776230 5.775200e-04 3.279442e-04 1.676059e-04 7.483238e-05 [4,] 0.0021462520 1.318814e-03 7.748576e-04 4.086388e-04 1.880400e-04 [5,] 0.0044484884 2.841350e-03 1.726690e-03 9.395030e-04 4.455647e-04 [6,] 0.0087045721 5.775331e-03 3.628870e-03 2.036866e-03 9.955522e-04 [7,] 0.0160794645 1.107462e-02 7.192631e-03 4.164190e-03 2.097518e-03 [8,] 0.0280399394 2.003417e-02 1.344493e-02 8.027855e-03 4.167086e-03 [9,] 0.0461600236 3.419007e-02 2.370179e-02 1.459381e-02 7.806253e-03 [10,] 0.0717385412 5.504442e-02 3.940518e-02 2.501706e-02 1.378905e-02 [11,] 0.1052614458 8.360210e-02 6.178391e-02 4.043918e-02 2.296717e-02 [12,] 0.1458393276 1.197913e-01 9.135878e-02 6.164066e-02 3.607127e-02 [13,] 0.1908378690 1.619436e-01 1.274044e-01 8.859973e-02 5.341905e-02 [14,] 0.2359339100 2.065744e-01 1.675673e-01 1.200883e-01 7.459545e-02 [15,] 0.2757305747 2.486756e-01 2.078666e-01 1.534891e-01 9.822257e-02 [16,] 0.3048606347 2.825810e-01 2.432213e-01 1.849999e-01 1.219538e-01 [17,] 0.3192786399 3.032311e-01 2.684654e-01 2.102791e-01 1.427802e-01 [18,] 0.3173070366 3.074558e-01 2.795888e-01 2.254094e-01 1.576287e-01 [19,] 0.3000496320 2.948244e-01 2.747970e-01 2.278936e-01 1.640990e-01 [20,] 0.2710163075 2.677428e-01 2.550028e-01 2.173338e-01 1.610996e-01 [21,] 0.2351112990 2.307636e-01 2.235633e-01 1.955407e-01 1.491499e-01 [22,] 0.1973721664 1.893732e-01 1.853630e-01 1.660306e-01 1.302345e-01 [23,] 0.1618977996 1.486975e-01 1.455864e-01 1.331016e-01 1.072655e-01 [24,] 0.1312635493 1.125385e-01 1.086009e-01 1.008218e-01 8.335194e-02 [25,] 0.1064835896 8.296412e-02 7.726972e-02 7.225279e-02 6.112866e-02 [26,] 0.0873712101 6.043343e-02 5.280097e-02 4.909341e-02 4.233558e-02 [27,] 0.0730554486 4.426318e-02 3.503497e-02 3.174587e-02 2.771720e-02 [28,] 0.0624446889 3.318986e-02 2.295356e-02 1.966508e-02 1.718660e-02 [29,] 0.0545307311 2.583891e-02 1.519619e-02 1.180361e-02 1.012818e-02 [30,] 0.0485273399 2.101560e-02 1.044328e-02 6.998510e-03 5.709702e-03 [31,] 0.0438916344 1.782339e-02 7.623404e-03 4.222035e-03 3.117592e-03 [32,] 0.0402822667 1.566216e-02 5.971956e-03 2.691476e-03 1.686852e-03 [33,] 0.0374896638 1.416493e-02 4.997733e-03 1.875886e-03 9.398929e-04 [34,] 0.0353577830 1.311620e-02 4.411111e-03 1.448641e-03 5.682195e-04 [35,] 0.0337139892 1.237710e-02 4.049684e-03 1.224741e-03 3.900949e-04 [36,] 0.0323272251 1.183134e-02 3.819218e-03 1.105314e-03 3.067430e-04 [37,] 0.0309113795 1.135827e-02 3.655466e-03 1.037776e-03 2.677999e-04 [38,] 0.0291753558 1.083356e-02 3.505693e-03 9.917525e-04 2.483773e-04 [39,] 0.0268996777 1.014968e-02 3.325166e-03 9.472289e-04 2.358821e-04 [40,] 0.0240049606 9.242830e-03 3.082004e-03 8.905223e-04 2.235055e-04 [41,] 0.0205799063 8.111092e-03 2.763503e-03 8.140393e-04 2.075563e-04 [42,] 0.0168552358 6.814212e-03 2.378579e-03 7.167789e-04 1.865737e-04 [43,] 0.0131345918 5.454366e-03 1.954107e-03 6.038151e-04 1.609515e-04 [44,] 0.0097108504 4.145894e-03 1.526269e-03 4.843181e-04 1.324680e-04 [45,] 0.0067984528 2.985706e-03 1.130294e-03 3.686845e-04 1.036036e-04 [46,] 0.0045008890 2.034047e-03 7.922084e-04 2.657858e-04 7.679620e-05 [47,] 0.0028153457 1.309516e-03 5.248655e-04 1.811904e-04 5.385799e-05 [48,] 0.0016628218 7.961495e-04 3.284482e-04 1.166947e-04 3.569523e-05 [49,] 0.0009269615 4.568894e-04 1.940277e-04 7.095904e-05 2.234065e-05 [50,] 0.0004875934 2.474139e-04 1.081642e-04 4.072161e-05 1.319758e-05 [,26] [,27] [,28] [,29] [,30] [1,] 3.644373e-06 1.325298e-06 1.223576e-06 3.962744e-06 1.505150e-05 [2,] 1.056627e-05 3.717171e-06 2.473366e-06 6.578092e-06 2.409541e-05 [3,] 2.894165e-05 1.011921e-05 5.248913e-06 1.087668e-05 3.787311e-05 [4,] 7.482587e-05 2.639757e-05 1.154422e-05 1.802793e-05 5.866589e-05 [5,] 1.825196e-04 6.552199e-05 2.576064e-05 3.010619e-05 8.974315e-05 [6,] 4.199434e-04 1.541462e-04 5.708218e-05 5.081577e-05 1.356272e-04 [7,] 9.112469e-04 3.429816e-04 1.234531e-04 8.672875e-05 2.023433e-04 [8,] 1.864705e-03 7.208975e-04 2.574381e-04 1.492271e-04 2.976961e-04 [9,] 3.598263e-03 1.430329e-03 5.134813e-04 2.571771e-04 4.316842e-04 [10,] 6.547435e-03 2.677783e-03 9.745893e-04 4.399153e-04 6.171570e-04 [11,] 1.123408e-02 4.729132e-03 1.754476e-03 7.393578e-04 8.706133e-04 [12,] 1.817552e-02 7.877436e-03 2.989532e-03 1.209158e-03 1.212587e-03 [13,] 2.772785e-02 1.237492e-02 4.815228e-03 1.908376e-03 1.666537e-03 [14,] 3.988627e-02 1.833272e-02 7.325245e-03 2.887830e-03 2.254947e-03 [15,] 5.410133e-02 2.561064e-02 1.051924e-02 4.169748e-03 2.991930e-03 [16,] 6.919418e-02 3.373747e-02 1.425455e-02 5.725197e-03 3.873215e-03 [17,] 8.344661e-02 4.190794e-02 1.822364e-02 7.457553e-03 4.866494e-03 [18,] 9.489139e-02 4.908723e-02 2.197715e-02 9.201543e-03 5.906583e-03 [19,] 1.017481e-01 5.421607e-02 2.499950e-02 1.074420e-02 6.899478e-03 [20,] 1.028753e-01 5.646453e-02 2.682270e-02 1.186644e-02 7.736654e-03 [21,] 9.808165e-02 5.545166e-02 2.714490e-02 1.239465e-02 8.316697e-03 [22,] 8.817917e-02 5.135111e-02 2.591236e-02 1.224553e-02 8.567749e-03 [23,] 7.475869e-02 4.484254e-02 2.333411e-02 1.144806e-02 8.463241e-03 [24,] 5.977235e-02 3.692739e-02 1.982408e-02 1.013452e-02 8.025884e-03 [25,] 4.507376e-02 2.867777e-02 1.589233e-02 8.504348e-03 7.319520e-03 [26,] 3.206284e-02 2.100448e-02 1.202503e-02 6.774546e-03 6.432926e-03 [27,] 2.152071e-02 1.451109e-02 8.591257e-03 5.133543e-03 5.461678e-03 [28,] 1.363654e-02 9.457964e-03 5.799186e-03 3.711639e-03 4.493230e-03 [29,] 8.164796e-03 5.817871e-03 3.702369e-03 2.572591e-03 3.597645e-03 [30,] 4.627526e-03 3.379907e-03 2.240087e-03 1.722817e-03 2.823629e-03 [31,] 2.491372e-03 1.857114e-03 1.289694e-03 1.130029e-03 2.198203e-03 [32,] 1.283295e-03 9.680262e-04 7.126900e-04 7.430264e-04 1.728352e-03 [33,] 6.418529e-04 4.819127e-04 3.850332e-04 5.071621e-04 1.403831e-03 [34,] 3.211096e-04 2.325868e-04 2.108775e-04 3.736464e-04 1.200962e-03 [35,] 1.694306e-04 1.123558e-04 1.240355e-04 3.034719e-04 1.087406e-03 [36,] 1.011825e-04 5.759732e-05 8.290579e-05 2.678965e-04 1.027657e-03 [37,] 7.167717e-05 3.375913e-05 6.347015e-05 2.473024e-04 9.885922e-04 [38,] 5.912657e-05 2.349849e-05 5.300397e-05 2.295881e-04 9.441938e-04 [39,] 5.341690e-05 1.874360e-05 4.544979e-05 2.085672e-04 8.785575e-04 [40,] 4.994213e-05 1.600961e-05 3.840595e-05 1.824437e-04 7.866273e-04 [41,] 4.659775e-05 1.391136e-05 3.130973e-05 1.523265e-04 6.726321e-04 [42,] 4.247935e-05 1.196120e-05 2.438885e-05 1.208159e-04 5.468149e-04 [43,] 3.736106e-05 1.003500e-05 1.808081e-05 9.079041e-05 4.214851e-04 [44,] 3.145233e-05 8.150012e-06 1.274107e-05 6.454689e-05 3.075233e-04 [45,] 2.521490e-05 6.373094e-06 8.534627e-06 4.337560e-05 2.121598e-04 [46,] 1.918567e-05 4.778159e-06 5.438906e-06 2.753695e-05 1.383018e-04 [47,] 1.382469e-05 3.422814e-06 3.301860e-06 1.650989e-05 8.514457e-05 [48,] 9.420272e-06 2.336028e-06 1.912680e-06 9.346535e-06 4.948773e-05 [49,] 6.064393e-06 1.515439e-06 1.059161e-06 4.995786e-06 2.714796e-05 [50,] 3.685992e-06 9.327446e-07 5.617319e-07 2.521234e-06 1.405376e-05 [,31] [,32] [,33] [,34] [,35] [1,] 5.272973e-05 0.0001663184 0.0004684631 0.001173825 0.002618998 [2,] 8.314069e-05 0.0002604094 0.0007328038 0.001840897 0.004119531 [3,] 1.279071e-04 0.0003954534 0.0011063508 0.002777836 0.006228236 [4,] 1.929291e-04 0.0005853510 0.0016187126 0.004044199 0.009063012 [5,] 2.864220e-04 0.0008488524 0.0023065225 0.005702622 0.012723644 [6,] 4.194503e-04 0.0012113627 0.0032178906 0.007825935 0.017295408 [7,] 6.060856e-04 0.0017062712 0.0044176442 0.010510282 0.022871081 [8,] 8.629400e-04 0.0023748114 0.0059909746 0.013890649 0.029589981 [9,] 1.208059e-03 0.0032636994 0.0080425187 0.018151604 0.037682311 [10,] 1.659527e-03 0.0044206999 0.0106890313 0.023525282 0.047499166 [11,] 2.234379e-03 0.0058893844 0.0140464538 0.030272217 0.059508484 [12,] 2.948180e-03 0.0077048953 0.0182150285 0.038647691 0.074247652 [13,] 3.814920e-03 0.0098916911 0.0232667915 0.048862396 0.092240069 [14,] 4.845893e-03 0.0124620890 0.0292368335 0.061046345 0.113894966 [15,] 6.045898e-03 0.0154124245 0.0361148100 0.075218299 0.139409779 [16,] 7.406052e-03 0.0187136869 0.0438300808 0.091254030 0.168682051 [17,] 8.894721e-03 0.0222968655 0.0522272065 0.108845710 0.201227382 [18,] 1.045040e-02 0.0260383864 0.0610378965 0.127455905 0.236104822 [19,] 1.198117e-02 0.0297546951 0.0698656822 0.146288800 0.271874295 [20,] 1.337356e-02 0.0332136540 0.0782017798 0.164312704 0.306634421 [21,] 1.450950e-02 0.0361633999 0.0854796795 0.180356364 0.338183550 [22,] 1.528636e-02 0.0383706345 0.0911570780 0.193268801 0.364302549 [23,] 1.563352e-02 0.0396554350 0.0947981599 0.202095542 0.383091331 [24,] 1.552114e-02 0.0399124559 0.0961291492 0.206211204 0.393249765 [25,] 1.496087e-02 0.0391168051 0.0950561889 0.205370952 0.394212215 [26,] 1.400145e-02 0.0373210910 0.0916565542 0.199689970 0.386122119 [27,] 1.272296e-02 0.0346518011 0.0861651767 0.189596552 0.369717306 [28,] 1.123073e-02 0.0313075098 0.0789706598 0.175804622 0.346229167 [29,] 9.647473e-03 0.0275531533 0.0706143017 0.159313806 0.317352340 [30,] 8.101430e-03 0.0237008798 0.0617689580 0.141398903 0.285249504 [31,] 6.710081e-03 0.0200723385 0.0531757489 0.123531603 0.252486325 [32,] 5.562347e-03 0.0169472822 0.0455366643 0.107202898 0.221799490 [33,] 4.704286e-03 0.0145125152 0.0393873993 0.093669922 0.195686212 [34,] 4.133010e-03 0.0128277604 0.0349905522 0.083700547 0.175912516 [35,] 3.801001e-03 0.0118199549 0.0322862179 0.077404480 0.163105122 [36,] 3.629712e-03 0.0113078665 0.0309176411 0.074213473 0.156580051 [37,] 3.528737e-03 0.0110496969 0.0303251711 0.073023272 0.154483644 [38,] 3.415641e-03 0.0108005204 0.0298820943 0.072459212 0.154218707 [39,] 3.231815e-03 0.0103650096 0.0290364981 0.071194172 0.153043578 [40,] 2.950979e-03 0.0096331595 0.0274240289 0.068236982 0.148686646 [41,] 2.579061e-03 0.0085918055 0.0249257661 0.063120636 0.139819384 [42,] 2.146476e-03 0.0073114699 0.0216609941 0.055948534 0.126272380 [43,] 1.695888e-03 0.0059149051 0.0179230726 0.047297454 0.108952335 [44,] 1.269451e-03 0.0045383862 0.0140823987 0.038017158 0.089505021 [45,] 8.991307e-04 0.0032976016 0.0104878767 0.028994226 0.069842130 [46,] 6.020595e-04 0.0022666358 0.0073944279 0.020950988 0.051680743 [47,] 3.808906e-04 0.0014727511 0.0049310765 0.014328676 0.036221045 [48,] 2.275691e-04 0.0009040774 0.0031082463 0.009267892 0.024022940 [49,] 1.283620e-04 0.0005241250 0.0018510253 0.005665982 0.015067051 [50,] 6.833788e-05 0.0002868688 0.0010410438 0.003272598 0.008931764 [,36] [,37] [,38] [,39] [,40] [,41] [1,] 0.005236008 0.009487322 0.01580267 0.02448364 0.03539345 0.04735082 [2,] 0.008236810 0.014841889 0.02441888 0.03719593 0.05289624 0.07006032 [3,] 0.012466579 0.022395355 0.03649923 0.05473231 0.07643806 0.09978174 [4,] 0.018155270 0.032570011 0.05272996 0.07802302 0.10700120 0.13721425 [5,] 0.025464855 0.045642679 0.07357033 0.10771804 0.14526072 0.18268014 [6,] 0.034470463 0.061670607 0.09909184 0.14394308 0.19132423 0.23596355 [7,] 0.045180191 0.080477361 0.12888456 0.18610104 0.24447366 0.29612646 [8,] 0.057603642 0.101735071 0.16210638 0.23283139 0.30302575 0.36136712 [9,] 0.071858873 0.125149715 0.19772109 0.28222724 0.36444991 0.42904100 [10,] 0.088284184 0.150710596 0.23490502 0.33233945 0.42583730 0.49597413 [11,] 0.107506723 0.178921519 0.27351833 0.38187917 0.48469394 0.55912278 [12,] 0.130425590 0.210914270 0.31447559 0.43091278 0.53987129 0.61648133 [13,] 0.158094240 0.248370806 0.35984964 0.48128730 0.59232636 0.66797834 [14,] 0.191521616 0.293240435 0.41261175 0.53656961 0.64538934 0.71601451 [15,] 0.231435854 0.347307023 0.47603014 0.60142915 0.70434445 0.76535991 [16,] 0.278053883 0.411701608 0.55285847 0.68057712 0.77535182 0.82232530 [17,] 0.330884354 0.486457233 0.64450349 0.77751999 0.86396488 0.89338064 [18,] 0.388580172 0.570178818 0.75035159 0.89343203 0.97362735 0.98358747 [19,] 0.448869052 0.659884150 0.86738700 1.02640323 1.10452503 1.09526328 [20,] 0.508617455 0.751077791 0.99019296 1.17122488 1.25305117 1.22719828 [21,] 0.564086134 0.838117362 1.11138846 1.31977377 1.41198147 1.37455838 [22,] 0.611388142 0.914886281 1.22249929 1.46196684 1.57131416 1.52943113 [23,] 0.647065088 0.975676421 1.31515024 1.58714849 1.71961394 1.68184772 [24,] 0.668615162 1.016063405 1.38232837 1.68564774 1.84560534 1.82106001 [25,] 0.674801406 1.033511479 1.41938209 1.75014691 1.93969338 1.93683849 [26,] 0.665668195 1.027541399 1.42448722 1.77653054 1.99509849 2.02058525 [27,] 0.642341126 0.999496072 1.39852710 1.76406589 2.00841519 2.06612481 [28,] 0.606784697 0.952127457 1.34459727 1.71504429 1.97962240 2.07015076 [29,] 0.561666885 0.889269326 1.26748084 1.63422063 1.91177849 2.03242195 [30,] 0.510344402 0.815717526 1.17334824 1.52838333 1.81069454 1.95585114 [31,] 0.456831538 0.737204699 1.06966225 1.40615236 1.68473448 1.84656102 [32,] 0.405561437 0.660196861 0.96500105 1.27778583 1.54461854 1.71381942 [33,] 0.360837904 0.591276569 0.86844405 1.15459971 1.40289023 1.56961025 [34,] 0.326054434 0.536097243 0.78835894 1.04770763 1.27271093 1.42756648 [35,] 0.302918309 0.498167421 0.73078263 0.96614086 1.16591693 1.30115947 [36,] 0.290965776 0.477886745 0.69789134 0.91480942 1.09067807 1.20135139 [37,] 0.287572745 0.472225051 0.68714167 0.89299806 1.04942872 1.13424317 [38,] 0.288500617 0.475233537 0.69149000 0.89402174 1.03781524 1.09942023 [39,] 0.288847194 0.479307075 0.70075681 0.90633479 1.04517743 1.08962283 [40,] 0.284153784 0.476881656 0.70383540 0.91592968 1.05663384 1.09204278 [41,] 0.271379200 0.462121816 0.69117822 0.90944808 1.05633830 1.09107797 [42,] 0.249490633 0.432153026 0.65689945 0.87718549 1.03108361 1.07190799 [43,] 0.219530532 0.387521705 0.59993179 0.81517338 0.97327600 1.02394756 [44,] 0.184171645 0.331790221 0.52394746 0.72577901 0.88245558 0.94321112 [45,] 0.146923504 0.270432969 0.43612513 0.61670781 0.76496754 0.83292480 [46,] 0.111248184 0.209402915 0.34519147 0.49878383 0.63196411 0.70226837 [47,] 0.079843647 0.153807532 0.25936053 0.38324274 0.49643393 0.56373028 [48,] 0.054261716 0.107041731 0.18475574 0.27935333 0.37020521 0.42997074 [49,] 0.034891114 0.070523148 0.12465932 0.19296981 0.26176356 0.31115200 [50,] 0.021214875 0.043955898 0.07960810 0.12621781 0.17533108 0.21340295 [,42] [,43] [,44] [,45] [,46] [,47] [1,] 0.05769934 0.06292774 0.06052535 0.05079815 0.03694472 0.02318330 [2,] 0.08532810 0.09389082 0.09179171 0.07870996 0.05867808 0.03781915 [3,] 0.12079062 0.13342948 0.13209767 0.11543932 0.08807724 0.05825101 [4,] 0.16421532 0.18109434 0.18073845 0.16045952 0.12504120 0.08475270 [5,] 0.21514548 0.23548966 0.23568429 0.21173153 0.16807453 0.11655813 [6,] 0.27256478 0.29446432 0.29380228 0.26580476 0.21420762 0.15165714 [7,] 0.33494959 0.35547016 0.35142166 0.31837507 0.25936443 0.18692674 [8,] 0.40031449 0.41596030 0.40508575 0.36519597 0.29916779 0.21866156 [9,] 0.46627370 0.47370412 0.45224881 0.40307598 0.32998463 0.24341429 [10,] 0.53020527 0.52697272 0.49170383 0.43063570 0.34988377 0.25890757 [11,] 0.58961504 0.57464288 0.52365078 0.44857934 0.35917722 0.26471215 [12,] 0.64271908 0.61630826 0.54946153 0.45941679 0.36035507 0.26244414 [13,] 0.68912295 0.65244097 0.57128363 0.46676137 0.35743543 0.25539615 [14,] 0.73034862 0.68454410 0.59161631 0.47443591 0.35493704 0.24770807 [15,] 0.76994006 0.71516262 0.61292913 0.48562745 0.35677366 0.24332356 [16,] 0.81299587 0.74763623 0.63734097 0.50227158 0.36535717 0.24502326 [17,] 0.86519101 0.78559145 0.66638088 0.52478188 0.38112205 0.25378734 [18,] 0.93154928 0.83230572 0.70088609 0.55218357 0.40258488 0.26864944 [19,] 1.01531528 0.89014720 0.74110138 0.58264652 0.42694306 0.28709087 [20,] 1.11721424 0.96025069 0.78698091 0.61431099 0.45108683 0.30589565 [21,] 1.23522164 1.04245805 0.83857819 0.64617478 0.47276142 0.32225351 [22,] 1.36479142 1.13541710 0.89631138 0.67872169 0.49151535 0.33479127 [23,] 1.49938597 1.23667549 0.96088797 0.71399106 0.50907517 0.34418315 [24,] 1.63114325 1.34266088 1.03279493 0.75494817 0.52893166 0.35308184 [25,] 1.75157161 1.44856939 1.11146621 0.80427520 0.55518443 0.36531860 [26,] 1.85223536 1.54831482 1.19443789 0.86296116 0.59097852 0.38458150 [27,] 1.92544008 1.63474480 1.27688760 0.92921158 0.63706269 0.41299729 [28,] 1.96493760 1.70027003 1.35187286 0.99814322 0.69100831 0.45011882 [29,] 1.96664968 1.73790021 1.41134391 1.06247303 0.74742319 0.49270868 [30,] 1.92936485 1.74250084 1.44770471 1.11404140 0.79913680 0.53543314 [31,] 1.85530323 1.71195888 1.45546310 1.14567882 0.83895797 0.57223610 [32,] 1.75038647 1.64793096 1.43246276 1.15279134 0.86138260 0.59789479 [33,] 1.62402239 1.55594523 1.38034814 1.13417210 0.86366881 0.60919427 [34,] 1.48824615 1.44478725 1.30419606 1.09188315 0.84599190 0.60534026 [35,] 1.35617819 1.32525823 1.21151071 1.03041998 0.81079682 0.58757835 [36,] 1.23994768 1.20850473 1.11090233 0.95558166 0.76177183 0.55832691 [37,] 1.14844521 1.10418570 1.01073793 0.87344019 0.70292386 0.52028922 [38,] 1.08542765 1.01878467 0.91794099 0.78959482 0.63804246 0.47591468 [39,] 1.04853072 0.95440563 0.83703858 0.70867865 0.57054265 0.42731229 [40,] 1.02959795 0.90837773 0.76955797 0.63399531 0.50346664 0.37644786 [41,] 1.01641944 0.87388628 0.71391885 0.56723454 0.43941323 0.32533865 [42,] 0.99556406 0.84161910 0.66595783 0.50835293 0.38032006 0.27603528 [43,] 0.95561021 0.80210460 0.62008865 0.45577372 0.32721293 0.23037392 [44,] 0.88988406 0.74813758 0.57087223 0.40698088 0.28011787 0.18965069 [45,] 0.79791074 0.67658502 0.51456077 0.35939793 0.23826043 0.15441743 [46,] 0.68517419 0.58902131 0.45012269 0.31126943 0.20051079 0.12451466 [47,] 0.56133984 0.49103265 0.37941492 0.26222370 0.16589183 0.09931620 [48,] 0.43759178 0.39049125 0.30648287 0.21331788 0.13393497 0.07805530 [49,] 0.32396983 0.29543293 0.23629142 0.16658815 0.10475664 0.06008521 [50,] 0.22747434 0.21223321 0.17336715 0.12432522 0.07887093 0.04498957 [,48] [,49] [,50] [1,] 0.01251951 0.005809262 0.002314108 [2,] 0.02100179 0.010028304 0.004112504 [3,] 0.03324590 0.016330707 0.006893139 [4,] 0.04967683 0.025091418 0.010898289 [5,] 0.07009269 0.036382251 0.016255155 [6,] 0.09344060 0.049801778 0.022877306 [7,] 0.11778575 0.064388571 0.030390296 [8,] 0.14056159 0.078689142 0.038123540 [9,] 0.15909493 0.091010085 0.045198474 [10,] 0.17128165 0.099813360 0.050711100 [11,] 0.17620100 0.104143448 0.053966116 [12,] 0.17444992 0.103941728 0.054689080 [13,] 0.16806356 0.100128480 0.053139852 [14,] 0.16002873 0.094408830 0.050079591 [15,] 0.15353111 0.088852535 0.046592964 [16,] 0.15115323 0.085369568 0.043815653 [17,] 0.15424432 0.085230900 0.042646191 [18,] 0.16262923 0.088766061 0.043523478 [19,] 0.17473846 0.095320893 0.046331778 [20,] 0.18813999 0.103494315 0.050461880 [21,] 0.20034667 0.111601979 0.055018038 [22,] 0.20967788 0.118246078 0.059119818 [23,] 0.21590417 0.122822181 0.062214064 [24,] 0.22043565 0.125789426 0.064296621 [25,] 0.22594049 0.128586144 0.065958523 [26,] 0.23546996 0.133182448 0.068219993 [27,] 0.25135559 0.141392064 0.072187068 [28,] 0.27425467 0.154167996 0.078635300 [29,] 0.30269780 0.171135198 0.087664543 [30,] 0.33332845 0.190546476 0.098557594 [31,] 0.36177023 0.209699418 0.109909863 [32,] 0.38381122 0.225675321 0.119997351 [33,] 0.39646713 0.236129323 0.127254289 [34,] 0.39854412 0.239839207 0.130683662 [35,] 0.39055138 0.236827983 0.130051178 [36,] 0.37410324 0.228065732 0.125807844 [37,] 0.35115483 0.214936852 0.118805014 [38,] 0.32343130 0.198737376 0.109948638 [39,] 0.29224578 0.180409088 0.099946032 [40,] 0.25866145 0.160563994 0.089230078 [41,] 0.22378004 0.139696789 0.078045596 [42,] 0.18891783 0.118407571 0.066606565 [43,] 0.15554806 0.097491280 0.055218227 [44,] 0.12505241 0.077854074 0.044300523 [45,] 0.09843256 0.060321260 0.034315948 [46,] 0.07613517 0.045448705 0.025654710 [47,] 0.05806128 0.033427529 0.018540813 [48,] 0.04372845 0.024109086 0.012998780 [49,] 0.03249134 0.017116883 0.008883617 [50,] 0.02372600 0.011984248 0.005948825 > 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 94.09432 0.04641 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/7ipza1193774061.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] 75.61657 76.53834 77.46012 78.38189 79.30366 80.22544 81.14721 [8] 82.06898 82.99075 83.91253 84.83430 85.75607 86.67784 87.59962 [15] 88.52139 89.44316 90.36493 91.28671 92.20848 93.13025 94.05202 [22] 94.97380 95.89557 96.81734 97.73911 98.66089 99.58266 100.50443 [29] 101.42620 102.34798 103.26975 104.19152 105.11329 106.03507 106.95684 [36] 107.87861 108.80038 109.72216 110.64393 111.56570 112.48747 113.40925 [43] 114.33102 115.25279 116.17456 117.09634 118.01811 118.93988 119.86166 [50] 120.78343 $yords [1] 95.87743 95.98244 96.08744 96.19244 96.29744 96.40245 96.50745 [8] 96.61245 96.71745 96.82246 96.92746 97.03246 97.13747 97.24247 [15] 97.34747 97.45247 97.55748 97.66248 97.76748 97.87248 97.97749 [22] 98.08249 98.18749 98.29250 98.39750 98.50250 98.60750 98.71251 [29] 98.81751 98.92251 99.02752 99.13252 99.23752 99.34252 99.44753 [36] 99.55253 99.65753 99.76253 99.86754 99.97254 100.07754 100.18255 [43] 100.28755 100.39255 100.49755 100.60256 100.70756 100.81256 100.91756 [50] 101.02257 $zden [,1] [,2] [,3] [,4] [,5] [,6] [1,] 0.0003588195 0.001212539 0.003561362 0.009091599 0.02017302 0.03890575 [2,] 0.0005628109 0.001884269 0.005483204 0.013868861 0.03049069 0.05826713 [3,] 0.0008259890 0.002740291 0.007902185 0.019807587 0.04315773 0.08174182 [4,] 0.0011362142 0.003736414 0.010680873 0.026541421 0.05733519 0.10767742 [5,] 0.0014690957 0.004790928 0.013583042 0.033480607 0.07175135 0.13370569 [6,] 0.0017936814 0.005804766 0.016335212 0.039973702 0.08506742 0.15745505 [7,] 0.0020833202 0.006696335 0.018724058 0.045544054 0.09637458 0.17745316 [8,] 0.0023286903 0.007439380 0.020693157 0.050105154 0.10560864 0.19381296 [9,] 0.0025492541 0.008089622 0.022396435 0.054049735 0.11366412 0.20831811 [10,] 0.0028023588 0.008794219 0.024188676 0.058166669 0.12212589 0.22379696 [11,] 0.0031958081 0.009796213 0.026579889 0.063448110 0.13276092 0.24308282 [12,] 0.0039169906 0.011464928 0.030225769 0.070947861 0.14710078 0.26816803 [13,] 0.0052937692 0.014388501 0.036037429 0.081870115 0.16646395 0.30015353 [14,] 0.0078923461 0.019541945 0.045444266 0.097964007 0.19255936 0.34020968 [15,] 0.0126305696 0.028488103 0.060732845 0.122090321 0.22843898 0.39114500 [16,] 0.0208447376 0.043491264 0.085246496 0.158594026 0.27919722 0.45862933 [17,] 0.0342108980 0.067361215 0.123137246 0.212990363 0.35166257 0.55096219 [18,] 0.0544194623 0.102856534 0.178407048 0.290587950 0.45256876 0.67672053 [19,] 0.0825690787 0.151613616 0.253227595 0.394095667 0.58535771 0.84060841 [20,] 0.1183897449 0.212830145 0.345954638 0.520893757 0.74664580 1.03899346 [21,] 0.1595788931 0.282220106 0.449674249 0.661200122 0.92404081 1.25734116 [22,] 0.2016315999 0.351884260 0.552243113 0.798427001 1.09692344 1.47146643 [23,] 0.2384579204 0.411534943 0.638386614 0.912349240 1.24077920 1.65306909 [24,] 0.2637783509 0.450964579 0.693538242 0.984441034 1.33399765 1.77793885 [25,] 0.2728911671 0.462988378 0.708145519 1.003497850 1.36459367 1.83359362 [26,] 0.2641355260 0.445705013 0.680703231 0.969204361 1.33396590 1.82298055 [27,] 0.2394258135 0.403096636 0.618179266 0.892046493 1.25596429 1.76250268 [28,] 0.2036181426 0.343696278 0.533632897 0.789590603 1.15166821 1.67526298 [29,] 0.1629898904 0.277912885 0.442081161 0.680786227 1.04222473 1.58262236 [30,] 0.1234780101 0.215142673 0.356351276 0.580693350 0.94280067 1.49775574 [31,] 0.0893434609 0.161741010 0.284437764 0.497549314 0.85985716 1.42361447 [32,] 0.0626378690 0.120384231 0.228989201 0.432774359 0.79216519 1.35539369 [33,] 0.0434463310 0.090677151 0.188549083 0.383168243 0.73428878 1.28555730 [34,] 0.0305899576 0.070419695 0.159583923 0.343845597 0.68049468 1.20868680 [35,] 0.0224016026 0.056883802 0.138325978 0.310578982 0.62738240 1.12406282 [36,] 0.0173021091 0.047681551 0.121867077 0.280883471 0.57454302 1.03536406 [37,] 0.0140845266 0.041119892 0.108437734 0.253911274 0.52359370 0.94828841 [38,] 0.0119563645 0.036167597 0.097141852 0.229679859 0.47651911 0.86762048 [39,] 0.0104494243 0.032241289 0.087508309 0.208230561 0.43426091 0.79514771 [40,] 0.0092971219 0.028982621 0.079131715 0.189120873 0.39611814 0.72915812 [41,] 0.0083377543 0.026116071 0.071519640 0.171374994 0.36004125 0.66547086 [42,] 0.0074613051 0.023401452 0.064131566 0.153792838 0.32353384 0.59937943 [43,] 0.0065919275 0.020651034 0.056522039 0.135403048 0.28470597 0.52765596 [44,] 0.0056887566 0.017767380 0.048484378 0.115835552 0.24304080 0.44985802 [45,] 0.0047489461 0.014765197 0.040116245 0.095458449 0.19960150 0.36851922 [46,] 0.0038033449 0.011758853 0.031776323 0.075238491 0.15664877 0.28826377 [47,] 0.0029030398 0.008918112 0.023953534 0.056401765 0.11687315 0.21429093 [48,] 0.0021011181 0.006410234 0.017106219 0.040044525 0.08257453 0.15086300 [49,] 0.0014364842 0.004351185 0.011534524 0.026843911 0.05509311 0.10033075 [50,] 0.0009250840 0.002781817 0.007325626 0.016952355 0.03464147 0.06291996 [,7] [,8] [,9] [,10] [,11] [,12] [,13] [1,] 0.06521990 0.09503671 0.1203902 0.1326079 0.1270604 0.1059972 0.0771270 [2,] 0.09678952 0.13977124 0.1754954 0.1916563 0.1821798 0.1509506 0.1093527 [3,] 0.13459220 0.19268429 0.2399093 0.2599411 0.2453844 0.2023113 0.1463932 [4,] 0.17582705 0.24969265 0.3085247 0.3320135 0.3117844 0.2565093 0.1863306 [5,] 0.21668875 0.30553095 0.3750948 0.4015800 0.3761117 0.3100898 0.2277422 [6,] 0.25356323 0.35548092 0.4343888 0.4638135 0.4348477 0.3613758 0.2707788 [7,] 0.28444179 0.39727880 0.4843983 0.5175259 0.4880093 0.4116357 0.3176688 [8,] 0.30988911 0.43226627 0.5274623 0.5660159 0.5395235 0.4649187 0.3720868 [9,] 0.33298963 0.46505183 0.5695217 0.6158817 0.5956759 0.5262900 0.4373493 [10,] 0.35817185 0.50166243 0.6176378 0.6741353 0.6621593 0.5991323 0.5141659 [11,] 0.38945538 0.54704913 0.6769626 0.7450415 0.7412362 0.6829626 0.5992324 [12,] 0.42910427 0.60333879 0.7488804 0.8285477 0.8308057 0.7733145 0.6858957 [13,] 0.47759069 0.67000787 0.8316416 0.9215792 0.9264326 0.8644219 0.7672910 [14,] 0.53512781 0.74619847 0.9235601 1.0220315 1.0258903 0.9540044 0.8410692 [15,] 0.60409690 0.83413571 1.0273303 1.1336682 1.1342123 1.0480882 0.9137177 [16,] 0.69094628 0.94169389 1.1530360 1.2691997 1.2664706 1.1632391 1.0021548 [17,] 0.80602511 1.08214786 1.3175741 1.4491595 1.4460195 1.3242486 1.1310335 [18,] 0.96054222 1.27021292 1.5396155 1.6958380 1.6977023 1.5570521 1.3258135 [19,] 1.16122517 1.51528126 1.8313804 2.0238893 2.0378636 1.8788202 1.6035311 [20,] 1.40472288 1.81451907 2.1904682 2.4312378 2.4649157 2.2888301 1.9645363 [21,] 1.67455618 2.14924401 2.5956856 2.8945306 2.9546982 2.7640562 2.3886280 [22,] 1.94284293 2.48711025 3.0096394 3.3720077 3.4634223 3.2620047 2.8376932 [23,] 2.17709488 2.79021752 3.3880559 3.8136391 3.9379869 3.7305230 3.2644954 [24,] 2.34988246 3.02635445 3.6925524 4.1749873 4.3301087 4.1212325 3.6245892 [25,] 2.44741429 3.17871290 3.9016040 4.4292025 4.6087062 4.4014036 3.8868046 [26,] 2.47318822 3.24974608 4.0149399 4.5721251 4.7655429 4.5596412 4.0383234 [27,] 2.44500335 3.25744352 4.0495660 4.6186021 4.8122345 4.6036618 4.0830041 [28,] 2.38674953 3.22590586 4.0296113 4.5923334 4.7708781 4.5522861 4.0349682 [29,] 2.31883899 3.17480159 3.9751216 4.5145964 4.6635162 4.4264272 3.9116210 [30,] 2.25158904 3.11261253 3.8951660 4.3973805 4.5057371 4.2437660 3.7299325 [31,] 2.18412252 3.03637981 3.7880629 4.2436934 4.3068962 4.0190624 3.5071874 [32,] 2.10848021 2.93723336 3.6476605 4.0537144 4.0754320 3.7683650 3.2642269 [33,] 2.01622108 2.80821066 3.4715738 3.8323948 3.8248983 3.5129977 3.0274514 [34,] 1.90401361 2.65014732 3.2666640 3.5936805 3.5762085 3.2794839 2.8265839 [35,] 1.77575744 2.47290038 3.0489490 3.3587772 3.3540666 3.0941777 2.6878574 [36,] 1.64081215 2.29179339 2.8382612 3.1492962 3.1790145 2.9746517 2.6252166 [37,] 1.50977067 2.12146077 2.6505538 2.9787755 3.0589940 2.9219376 2.6336275 [38,] 1.39005292 1.97016373 2.4915999 2.8467126 2.9846060 2.9175461 2.6879250 [39,] 1.28325657 1.83701070 2.3548233 2.7378450 2.9304714 2.9270743 2.7482771 [40,] 1.18512896 1.71296030 2.2239579 2.6269651 2.8623698 2.9093653 2.7705818 [41,] 1.08784764 1.58487141 2.0792281 2.4872916 2.7474954 2.8279886 2.7182241 [42,] 0.98348091 1.44081374 1.9045388 2.2992107 2.5641378 2.6610962 2.5713160 [43,] 0.86722959 1.27460733 1.6930487 2.0563395 2.3075837 2.4065851 2.3307351 [44,] 0.73929358 1.08804720 1.4493260 1.7670855 1.9906366 2.0813808 2.0162801 [45,] 0.60482191 0.89024904 1.1876717 1.4516178 1.6391398 1.7157177 1.6602083 [46,] 0.47216189 0.69464831 0.9275898 1.1357535 1.2844939 1.3447623 1.2986386 [47,] 0.35023487 0.51498086 0.6882794 0.8441129 0.9558491 1.0003749 0.9635139 [48,] 0.24608701 0.36176269 0.4840895 0.5947726 0.6743011 0.7052609 0.6771469 [49,] 0.16342564 0.24034268 0.3221900 0.3967206 0.4503223 0.4705814 0.4502065 [50,] 0.10241949 0.15080697 0.2026671 0.2501959 0.2843643 0.2968165 0.2828220 [,14] [,15] [,16] [,17] [,18] [,19] [1,] 0.04912928 0.02759723 0.01386043 0.006373287 0.002774972 0.001182880 [2,] 0.06967713 0.03950322 0.02034056 0.009813386 0.004594962 0.002131614 [3,] 0.09386327 0.05426496 0.02909154 0.014981745 0.007615073 0.003820375 [4,] 0.12126024 0.07245224 0.04111220 0.022868202 0.012590091 0.006725637 [5,] 0.15213151 0.09534146 0.05799749 0.034892647 0.020543366 0.011469930 [6,] 0.18797120 0.12506579 0.08187159 0.052760360 0.032628674 0.018724836 [7,] 0.23146882 0.16425145 0.11490777 0.078019902 0.049803260 0.029010823 [8,] 0.28558055 0.21499838 0.15840028 0.111341332 0.072346689 0.042427298 [9,] 0.35184070 0.27742941 0.21163238 0.151728806 0.099385650 0.058418112 [10,] 0.42862923 0.34845542 0.27107520 0.196066173 0.128690122 0.075730124 [11,] 0.51047571 0.42161321 0.33055232 0.239425663 0.157001379 0.092702692 [12,] 0.58930315 0.48859452 0.38275608 0.276350018 0.180982470 0.107906534 [13,] 0.65773117 0.54238572 0.42192424 0.302883307 0.198584107 0.120960591 [14,] 0.71346481 0.58105383 0.44681881 0.318665079 0.210328575 0.133183943 [15,] 0.76294171 0.61060726 0.46275526 0.328176482 0.219903237 0.147695977 [16,] 0.82229807 0.64540616 0.48157315 0.340404890 0.233625529 0.168727024 [17,] 0.91450807 0.70536788 0.51912083 0.366742667 0.258754880 0.200216047 [18,] 1.06299269 0.81042692 0.59078401 0.417637820 0.301120219 0.244130824 [19,] 1.28352389 0.97388702 0.70643366 0.499079881 0.362892271 0.299180115 [20,] 1.57724335 1.19696836 0.86656089 0.610193875 0.441384006 0.360548906 [21,] 1.92759835 1.46669164 1.06111148 0.742917764 0.529444661 0.420935092 [22,] 2.30279631 1.75817570 1.27162621 0.883994648 0.617395295 0.472605733 [23,] 2.66329614 2.04074223 1.47600024 1.018565185 0.695773806 0.509679241 [24,] 2.97169003 2.28557715 1.65402292 1.133912772 0.757747484 0.529664767 [25,] 3.20117758 2.47195727 1.79148753 1.221833077 0.800187788 0.533605318 [26,] 3.33948824 2.58978023 1.88141952 1.278832540 0.823094070 0.524857295 [27,] 3.38742669 2.63810893 1.92256644 1.304578455 0.827955913 0.507230607 [28,] 3.35397986 2.62157021 1.91680681 1.300004520 0.816216834 0.483504780 [29,] 3.25148116 2.54740251 1.86758326 1.266562707 0.788861415 0.455049211 [30,] 3.09368325 2.42506938 1.78049624 1.207193926 0.747350964 0.422583769 [31,] 2.89716233 2.26820449 1.66542162 1.128247263 0.695180020 0.387442391 [32,] 2.68387580 2.09667347 1.53813466 1.040708187 0.638831673 0.352442141 [33,] 2.48161640 1.93605772 1.41937642 0.959290504 0.587186989 0.321736238 [34,] 2.32023405 1.81322258 1.33065452 0.899103854 0.549314800 0.299641130 [35,] 2.22408798 1.74897507 1.28799077 0.871017536 0.531498197 0.289002552 [36,] 2.20365014 1.75072616 1.29616818 0.877674812 0.534812544 0.289896959 [37,] 2.25009914 1.80846851 1.34604884 0.911931635 0.554341504 0.299274864 [38,] 2.33567566 1.89610132 1.41627989 0.958455856 0.580380957 0.311694670 [39,] 2.42017096 1.97791911 1.47888848 0.997913841 0.601152794 0.320831130 [40,] 2.46143148 2.01804949 1.50678739 1.012224295 0.606021418 0.321182297 [41,] 2.42631526 1.98965707 1.48067367 0.989129156 0.588149257 0.309410230 [42,] 2.29861628 1.88108801 1.39327826 0.924781599 0.545867698 0.284963740 [43,] 2.08183370 1.69745814 1.25004539 0.823868547 0.482555866 0.249913807 [44,] 1.79657134 1.45781210 1.06654383 0.697595915 0.405289535 0.208169943 [45,] 1.47402648 1.18927643 0.86380792 0.560411160 0.322814753 0.164382507 [46,] 1.14794088 0.92024512 0.66317088 0.426524735 0.243481234 0.122863957 [47,] 0.84740392 0.67453207 0.48200338 0.307151080 0.173666385 0.086798333 [48,] 0.59219583 0.46778278 0.33125144 0.209020625 0.116989965 0.057881851 [49,] 0.39129770 0.30654964 0.21499333 0.134255206 0.074342079 0.036389854 [50,] 0.24416851 0.18960693 0.13162629 0.081297330 0.044511975 0.021544169 [,20] [,21] [,22] [,23] [,24] [1,] 0.0004999648 0.0002058552 7.980055e-05 2.826648e-05 9.019103e-06 [2,] 0.0009706016 0.0004202898 1.674633e-04 6.014339e-05 1.943620e-05 [3,] 0.0018414876 0.0008238959 3.335171e-04 1.209609e-04 3.982857e-05 [4,] 0.0033688596 0.0015361988 6.275826e-04 2.301787e-04 7.832310e-05 [5,] 0.0058791601 0.0027081885 1.114425e-03 4.165535e-04 1.500641e-04 [6,] 0.0097156377 0.0045010536 1.871473e-03 7.243125e-04 2.857949e-04 [7,] 0.0151394160 0.0070527072 2.990569e-03 1.229850e-03 5.516999e-04 [8,] 0.0222112815 0.0104518436 4.599385e-03 2.081459e-03 1.090364e-03 [9,] 0.0307174533 0.0147568255 6.925983e-03 3.578247e-03 2.194221e-03 [10,] 0.0402239771 0.0201021468 1.042799e-02 6.299225e-03 4.416803e-03 [11,] 0.0503208966 0.0269113610 1.598405e-02 1.127048e-02 8.706507e-03 [12,] 0.0610349398 0.0361736681 2.509330e-02 2.011273e-02 1.650965e-02 [13,] 0.0732681328 0.0496553381 3.995932e-02 3.505381e-02 2.974418e-02 [14,] 0.0890169801 0.0698488472 6.328500e-02 5.865400e-02 5.052204e-02 [15,] 0.1111182954 0.0994742144 9.763105e-02 9.312975e-02 8.054008e-02 [16,] 0.1424046002 0.1404871175 1.443406e-01 1.393122e-01 1.201956e-01 [17,] 0.1844191753 0.1928070454 2.022918e-01 1.955216e-01 1.676872e-01 [18,] 0.2361372339 0.2532542163 2.669997e-01 2.568621e-01 2.185322e-01 [19,] 0.2933041845 0.3153042749 3.306664e-01 3.154771e-01 2.659266e-01 [20,] 0.3488867668 0.3700808055 3.835282e-01 3.620207e-01 3.021036e-01 [21,] 0.3947138440 0.4085068106 4.162957e-01 3.880603e-01 3.203834e-01 [22,] 0.4238145416 0.4239347067 4.228822e-01 3.885880e-01 3.171893e-01 [23,] 0.4325411755 0.4142152116 4.023254e-01 3.636171e-01 2.931955e-01 [24,] 0.4215657510 0.3823104267 3.590655e-01 3.181649e-01 2.531038e-01 [25,] 0.3953203032 0.3351838058 3.014591e-01 2.606309e-01 2.041468e-01 [26,] 0.3601801479 0.2814814646 2.391917e-01 2.002821e-01 1.539702e-01 [27,] 0.3222632956 0.2290200630 1.806715e-01 1.448714e-01 1.087392e-01 [28,] 0.2858208381 0.1830597433 1.313469e-01 9.920357e-02 7.208604e-02 [29,] 0.2527905500 0.1458408743 9.333086e-02 6.491895e-02 4.505236e-02 [30,] 0.2234409700 0.1172272803 6.610209e-02 4.122005e-02 2.675417e-02 [31,] 0.1975205706 0.0958736678 4.769833e-02 2.599431e-02 1.531494e-02 [32,] 0.1751972562 0.0802822543 3.581770e-02 1.682700e-02 8.674736e-03 [33,] 0.1573303870 0.0693634333 2.849384e-02 1.163406e-02 5.083521e-03 [34,] 0.1450563083 0.0624624083 2.430641e-02 8.893574e-03 3.278158e-03 [35,] 0.1390303557 0.0590670804 2.228371e-02 7.605430e-03 2.449450e-03 [36,] 0.1387878978 0.0584844432 2.170305e-02 7.139278e-03 2.120927e-03 [37,] 0.1425580630 0.0596904722 2.193719e-02 7.085844e-03 2.024248e-03 [38,] 0.1476032324 0.0614106061 2.240237e-02 7.161240e-03 2.008771e-03 [39,] 0.1509169146 0.0623624248 2.259012e-02 7.164813e-03 1.989130e-03 [40,] 0.1499943264 0.0615358401 2.213216e-02 6.969052e-03 1.919690e-03 [41,] 0.1434115509 0.0583984044 2.085125e-02 6.518932e-03 1.782854e-03 [42,] 0.1310618657 0.0529646576 1.877134e-02 5.826426e-03 1.582202e-03 [43,] 0.1140324685 0.0457255115 1.608343e-02 4.955492e-03 1.336049e-03 [44,] 0.0942103474 0.0374757418 1.307938e-02 3.999488e-03 1.070354e-03 [45,] 0.0737622666 0.0290986638 1.007391e-02 3.056323e-03 8.116835e-04 [46,] 0.0546413514 0.0213686726 7.335483e-03 2.207281e-03 5.815114e-04 [47,] 0.0382399664 0.0148180904 5.041741e-03 1.504032e-03 3.929155e-04 [48,] 0.0252481070 0.0096895571 3.266047e-03 9.654975e-04 2.500057e-04 [49,] 0.0157075537 0.0059669970 1.991536e-03 5.831306e-04 1.495999e-04 [50,] 0.0091973152 0.0034566137 1.141772e-03 3.309799e-04 8.408989e-05 [,25] [,26] [,27] [,28] [,29] [1,] 2.643670e-06 9.590545e-07 1.726188e-06 8.467753e-06 4.047439e-05 [2,] 5.862075e-06 2.132842e-06 3.058633e-06 1.377810e-05 6.472419e-05 [3,] 1.264576e-05 4.845165e-06 5.443606e-06 2.115072e-05 9.672052e-05 [4,] 2.705768e-05 1.144007e-05 1.021048e-05 3.104174e-05 1.352838e-04 [5,] 5.858243e-05 2.808316e-05 2.098965e-05 4.474258e-05 1.777654e-04 [6,] 1.298622e-04 7.039768e-05 4.720629e-05 6.629386e-05 2.212492e-04 [7,] 2.937273e-04 1.755588e-04 1.114607e-04 1.065640e-04 2.654149e-04 [8,] 6.666384e-04 4.253992e-04 2.633323e-04 1.906776e-04 3.173167e-04 [9,] 1.486061e-03 9.849450e-04 6.018331e-04 3.696469e-04 3.978617e-04 [10,] 3.193733e-03 2.156541e-03 1.305957e-03 7.354900e-04 5.489897e-04 [11,] 6.530502e-03 4.438454e-03 2.666015e-03 1.435669e-03 8.392715e-04 [12,] 1.260003e-02 8.558318e-03 5.097969e-03 2.677639e-03 1.363950e-03 [13,] 2.282705e-02 1.543265e-02 9.113068e-03 4.710007e-03 2.234178e-03 [14,] 3.872378e-02 2.599937e-02 1.521471e-02 7.767687e-03 3.551100e-03 [15,] 6.141690e-02 4.090029e-02 2.371420e-02 1.197934e-02 5.365300e-03 [16,] 9.099436e-02 6.006321e-02 3.449942e-02 1.725671e-02 7.631008e-03 [17,] 1.258807e-01 8.232728e-02 4.684170e-02 2.320932e-02 1.017365e-02 [18,] 1.625606e-01 1.053167e-01 5.935434e-02 2.913842e-02 1.269241e-02 [19,] 1.959424e-01 1.257336e-01 7.018811e-02 3.414649e-02 1.481078e-02 [20,] 2.204307e-01 1.400872e-01 7.745767e-02 3.735178e-02 1.616796e-02 [21,] 2.314405e-01 1.456589e-01 7.977333e-02 3.814105e-02 1.652175e-02 [22,] 2.267968e-01 1.413416e-01 7.667438e-02 3.636191e-02 1.582279e-02 [23,] 2.074372e-01 1.279993e-01 6.877880e-02 3.237193e-02 1.422844e-02 [24,] 1.771052e-01 1.081849e-01 5.758275e-02 2.692279e-02 1.205092e-02 [25,] 1.411716e-01 8.534516e-02 4.499890e-02 2.093069e-02 9.662338e-03 [26,] 1.050916e-01 6.284908e-02 3.282853e-02 1.522894e-02 7.395532e-03 [27,] 7.310179e-02 4.321401e-02 2.236494e-02 1.039251e-02 5.475412e-03 [28,] 4.756064e-02 2.775446e-02 1.423605e-02 6.678746e-03 3.996992e-03 [29,] 2.899336e-02 1.666308e-02 8.475740e-03 4.072465e-03 2.944985e-03 [30,] 1.661681e-02 9.365633e-03 4.729771e-03 2.388203e-03 2.236534e-03 [31,] 9.013955e-03 4.943178e-03 2.484260e-03 1.377505e-03 1.766607e-03 [32,] 4.693206e-03 2.466388e-03 1.238631e-03 8.070252e-04 1.441764e-03 [33,] 2.415389e-03 1.181306e-03 5.964196e-04 4.973394e-04 1.196901e-03 [34,] 1.301202e-03 5.626609e-04 2.867815e-04 3.298114e-04 9.968193e-04 [35,] 7.985450e-04 2.864794e-04 1.457820e-04 2.355275e-04 8.283344e-04 [36,] 5.934620e-04 1.726328e-04 8.412083e-05 1.787422e-04 6.893202e-04 [37,] 5.206638e-04 1.295433e-04 5.746082e-05 1.423129e-04 5.795531e-04 [38,] 4.975890e-04 1.140274e-04 4.541688e-05 1.178909e-04 4.957710e-04 [39,] 4.843796e-04 1.069494e-04 3.908965e-05 1.006745e-04 4.310061e-04 [40,] 4.628731e-04 1.003774e-04 3.467052e-05 8.730996e-05 3.766950e-04 [41,] 4.265853e-04 9.150788e-05 3.055875e-05 7.542304e-05 3.255574e-04 [42,] 3.758839e-04 7.996383e-05 2.618430e-05 6.367138e-05 2.736178e-04 [43,] 3.151588e-04 6.654564e-05 2.152045e-05 5.172242e-05 2.206239e-04 [44,] 2.506551e-04 5.253767e-05 1.682327e-05 3.998973e-05 1.690247e-04 [45,] 1.886511e-04 3.924332e-05 1.244115e-05 2.921642e-05 1.222501e-04 [46,] 1.340934e-04 2.767326e-05 8.672500e-06 2.007902e-05 8.313171e-05 [47,] 8.985854e-05 1.838901e-05 5.684663e-06 1.294407e-05 5.301235e-05 [48,] 5.668204e-05 1.149684e-05 3.497891e-06 7.813614e-06 3.164972e-05 [49,] 3.361116e-05 6.753680e-06 2.018013e-06 4.411735e-06 1.767223e-05 [50,] 1.871441e-05 3.723545e-06 1.090624e-06 2.328304e-06 9.222486e-06 [,30] [,31] [,32] [,33] [,34] [1,] 1.693957e-04 0.0006166285 0.0019513488 0.0053684021 0.012840828 [2,] 2.681382e-04 0.0009669010 0.0030315534 0.0082642512 0.019590829 [3,] 3.962523e-04 0.0014154713 0.0043976412 0.0118817307 0.027922804 [4,] 5.468608e-04 0.0019349852 0.0059583006 0.0159603393 0.037199903 [5,] 7.052370e-04 0.0024709516 0.0075432753 0.0200421134 0.046360169 [6,] 8.508986e-04 0.0029492250 0.0089293244 0.0235486952 0.054111035 [7,] 9.629880e-04 0.0032932600 0.0098934124 0.0259239713 0.059258583 [8,] 1.027900e-03 0.0034463655 0.0102770343 0.0267965347 0.061060655 [9,] 1.046943e-03 0.0033908823 0.0100373388 0.0260991997 0.059465185 [10,] 1.041550e-03 0.0031568307 0.0092647862 0.0240983838 0.055140994 [11,] 1.054209e-03 0.0028171958 0.0081624710 0.0213283517 0.049306625 [12,] 1.144385e-03 0.0024730351 0.0070001761 0.0184694182 0.043454539 [13,] 1.379490e-03 0.0022353723 0.0060657881 0.0162282819 0.039097034 [14,] 1.821432e-03 0.0022102312 0.0056322628 0.0152619274 0.037612063 [15,] 2.510028e-03 0.0024889886 0.0059433758 0.0161467340 0.040178476 [16,] 3.446262e-03 0.0031415608 0.0072060521 0.0193584690 0.047721885 [17,] 4.580514e-03 0.0042079292 0.0095711607 0.0252200814 0.060788785 [18,] 5.811871e-03 0.0056856069 0.0130928561 0.0338000041 0.079332520 [19,] 7.002508e-03 0.0075157399 0.0176752450 0.0447908604 0.102492723 [20,] 8.005868e-03 0.0095757498 0.0230342597 0.0574402203 0.128521097 [21,] 8.701120e-03 0.0116881101 0.0287091377 0.0706111584 0.154994502 [22,] 9.022638e-03 0.0136504318 0.0341430153 0.0830047432 0.179341821 [23,] 8.974386e-03 0.0152818439 0.0388180040 0.0934913333 0.199533597 [24,] 8.624442e-03 0.0164692750 0.0423935017 0.1014174241 0.214641554 [25,] 8.081920e-03 0.0171921187 0.0447817548 0.1067359978 0.224975977 [26,] 7.464207e-03 0.0175107376 0.0461182572 0.1098808538 0.231692123 [27,] 6.865131e-03 0.0175220863 0.0466390558 0.1114403421 0.236040559 [28,] 6.334034e-03 0.0173047827 0.0465312040 0.1118039591 0.238650578 [29,] 5.872006e-03 0.0168834764 0.0458399919 0.1109757594 0.239231039 [30,] 5.445423e-03 0.0162318593 0.0444827072 0.1086508331 0.236836105 [31,] 5.010323e-03 0.0153107023 0.0423536542 0.1044943006 0.230517600 [32,] 4.536828e-03 0.0141165131 0.0394511405 0.0984468521 0.219976094 [33,] 4.023407e-03 0.0127110967 0.0359479770 0.0908768608 0.205851511 [34,] 3.496037e-03 0.0112149903 0.0321651587 0.0824999497 0.189523094 [35,] 2.994766e-03 0.0097692583 0.0284661145 0.0741217340 0.172562796 [36,] 2.555552e-03 0.0084867772 0.0251300803 0.0663467831 0.156146713 [37,] 2.196217e-03 0.0074173215 0.0222676015 0.0593972491 0.140710668 [38,] 1.912003e-03 0.0065410914 0.0198130644 0.0531135525 0.125980579 [39,] 1.680993e-03 0.0057900841 0.0175886026 0.0471149685 0.111315237 [40,] 1.475369e-03 0.0050844290 0.0154025737 0.0410288414 0.096164843 [41,] 1.272794e-03 0.0043664636 0.0131363261 0.0346798652 0.080423268 [42,] 1.063335e-03 0.0036192888 0.0107854546 0.0281646588 0.064531053 [43,] 8.501204e-04 0.0028654884 0.0084469603 0.0217989216 0.049319639 [44,] 6.449218e-04 0.0021507940 0.0062682545 0.0159820896 0.035704871 [45,] 4.616109e-04 0.0015226382 0.0043867373 0.0110513217 0.024385164 [46,] 3.105806e-04 0.0010132279 0.0028859872 0.0071854775 0.015665634 [47,] 1.959567e-04 0.0006323346 0.0017809887 0.0043836927 0.009447067 [48,] 1.157603e-04 0.0003695423 0.0010294403 0.0025057169 0.005340011 [49,] 6.396341e-05 0.0002020329 0.0005567714 0.0013405740 0.002826467 [50,] 3.303573e-05 0.0001032586 0.0002815710 0.0006708288 0.001399910 [,35] [,36] [,37] [,38] [,39] [,40] [1,] 0.026707635 0.048311426 0.076022532 0.104101551 0.12410538 0.12888644 [2,] 0.040392092 0.072451641 0.113100352 0.153728465 0.18205541 0.18801488 [3,] 0.057092582 0.101603577 0.157461303 0.212656972 0.25051535 0.25773688 [4,] 0.075474319 0.133370036 0.205422272 0.276060778 0.32412026 0.33304132 [5,] 0.093415984 0.164106204 0.251609334 0.337165899 0.39561380 0.40739108 [6,] 0.108427973 0.189687076 0.290159622 0.388855642 0.45767156 0.47447830 [7,] 0.118305374 0.206618285 0.316338456 0.425678059 0.50501478 0.53009714 [8,] 0.121786117 0.213084504 0.327960009 0.445472120 0.53596566 0.57336539 [9,] 0.118952634 0.209515258 0.326041229 0.449965597 0.55284295 0.60685465 [10,] 0.111225278 0.198466304 0.314481823 0.444204613 0.56118917 0.63576559 [11,] 0.100990940 0.183943868 0.299031914 0.435232846 0.56836470 0.66669813 [12,] 0.091070883 0.170532219 0.286081647 0.430678053 0.58216658 0.70652341 [13,] 0.084259864 0.162681399 0.281724106 0.437698458 0.60979801 0.76146149 [14,] 0.083056289 0.164296577 0.291201692 0.462298317 0.65705446 0.83611251 [15,] 0.089537170 0.178512426 0.318521578 0.508712704 0.72741635 0.93224519 [16,] 0.105227617 0.207418081 0.365953271 0.578617872 0.82098902 1.04759026 [17,] 0.130839380 0.251593154 0.433334035 0.670275284 0.93368118 1.17532778 [18,] 0.165891899 0.309556221 0.517446278 0.778085397 1.05728025 1.30498224 [19,] 0.208397229 0.377456303 0.611958446 0.893132349 1.18093004 1.42495185 [20,] 0.254880421 0.449400636 0.708368971 1.005035756 1.29398963 1.52616330 [21,] 0.300936611 0.518620244 0.798019490 1.104861996 1.38958115 1.60572706 [22,] 0.342288796 0.579268029 0.874671072 1.188202792 1.46759191 1.66921172 [23,] 0.376001173 0.628200346 0.936629843 1.257106393 1.53572797 1.73033482 [24,] 0.401303125 0.665887717 0.987305133 1.319669946 1.60763095 1.80751937 [25,] 0.419557052 0.695848680 1.033598163 1.386919573 1.69811402 1.91785398 [26,] 0.433288447 0.722681438 1.082535352 1.467889586 1.81695158 2.07025368 [27,] 0.444705224 0.749544503 1.137567632 1.564918839 1.96368626 2.26043772 [28,] 0.454455727 0.776329378 1.196317623 1.671381951 2.12586811 2.47005833 [29,] 0.461277617 0.799470672 1.250940249 1.773070017 2.28178799 2.67075613 [30,] 0.462702479 0.813479339 1.290950166 1.852685753 2.40670497 2.83173927 [31,] 0.456395203 0.813368899 1.307116891 1.895406104 2.47993569 2.92787602 [32,] 0.441383815 0.796723462 1.294572157 1.893065702 2.48991213 2.94520299 [33,] 0.418553298 0.764447903 1.253830319 1.845396017 2.43551705 2.88219466 [34,] 0.390226563 0.720010729 1.189585287 1.758317578 2.32389385 2.74720875 [35,] 0.359143961 0.667756024 1.108214148 1.640611909 2.16641992 2.55403911 [36,] 0.327409519 0.611219297 1.015354104 1.500760024 1.97494291 2.31780041 [37,] 0.295905970 0.552226466 0.914627084 1.345267136 1.75972601 2.05256106 [38,] 0.264384031 0.491057124 0.807844332 1.178806270 1.52937387 1.77089576 [39,] 0.232084936 0.427404646 0.696254879 1.005562587 1.29197745 1.48455253 [40,] 0.198526788 0.361525986 0.581963874 0.830678341 1.05627615 1.20511443 [41,] 0.164058737 0.294966003 0.468691205 0.660834509 0.83188493 0.94387162 [42,] 0.129947985 0.230527672 0.361486756 0.503608862 0.62833443 0.71079483 [43,] 0.098015282 0.171570020 0.265601872 0.365961951 0.45340422 0.51310940 [44,] 0.070042024 0.121029924 0.185120756 0.252634579 0.31159790 0.35420058 [45,] 0.047239269 0.080634717 0.121993923 0.165201978 0.20347142 0.23337714 [46,] 0.029985559 0.050603191 0.075827478 0.102118474 0.12604200 0.14657400 [47,] 0.017877753 0.029856038 0.044379158 0.059588998 0.07399586 0.08766597 [48,] 0.009997465 0.016539045 0.024429297 0.032799260 0.04115064 0.04989574 [49,] 0.005238643 0.008594806 0.012640005 0.017024446 0.02167593 0.02700632 [50,] 0.002570512 0.004187830 0.006145892 0.008333657 0.01081585 0.01389051 [,41] [,42] [,43] [,44] [,45] [,46] [1,] 0.11669759 0.09222009 0.06369649 0.03852366 0.02044874 0.009553714 [2,] 0.16952109 0.13364586 0.09230606 0.05598910 0.02991315 0.014126312 [3,] 0.23195648 0.18298543 0.12685716 0.07752409 0.04191153 0.020125835 [4,] 0.30014121 0.23787696 0.16632662 0.10297537 0.05667616 0.027849769 [5,] 0.36922031 0.29547907 0.20957522 0.13226292 0.07457409 0.037725817 [6,] 0.43476984 0.35343621 0.25589246 0.16564007 0.09622456 0.050377739 [7,] 0.49417729 0.41071231 0.30540523 0.20386606 0.12258652 0.066700774 [8,] 0.54740684 0.46795636 0.35920873 0.24826454 0.15503341 0.087966204 [9,] 0.59692201 0.52735189 0.41926782 0.30073125 0.19544992 0.115955884 [10,] 0.64699318 0.59217902 0.48824238 0.36374260 0.24632015 0.153055384 [11,] 0.70283144 0.66633799 0.56928462 0.44026783 0.31064467 0.202142733 [12,] 0.76980037 0.75382302 0.66561484 0.53332130 0.39144099 0.266088357 [13,] 0.85258032 0.85787652 0.77958145 0.64492656 0.49069679 0.346816501 [14,] 0.95400944 0.97963673 0.91117441 0.77461237 0.60798563 0.444154657 [15,] 1.07363362 1.11658026 1.05650908 0.91805554 0.73933729 0.554957409 [16,] 1.20655056 1.26159748 1.20721289 1.06674211 0.87707345 0.673020692 [17,] 1.34343600 1.40361793 1.35150529 1.20923176 1.01098854 0.790006820 [18,] 1.47234385 1.53011869 1.47701694 1.33385843 1.13061441 0.897124278 [19,] 1.58209066 1.63091846 1.57448977 1.43195205 1.22776707 0.986964615 [20,] 1.66623703 1.70196666 1.64101740 1.50040908 1.29848860 1.054912363 [21,] 1.72628596 1.74775309 1.68167552 1.54278386 1.34386671 1.099850958 [22,] 1.77283746 1.78140691 1.70900029 1.56867211 1.36968335 1.124182602 [23,] 1.82392204 1.82218188 1.74036054 1.59157909 1.38506328 1.133229560 [24,] 1.90046060 1.89063739 1.79365587 1.62561563 1.40027162 1.133972767 [25,] 2.01972800 2.00246954 1.88212896 1.68151955 1.42386887 1.133125636 [26,] 2.18868927 2.16264829 2.00957292 1.76289427 1.45980549 1.134914636 [27,] 2.39966503 2.36195200 2.16760911 1.86398331 1.50550568 1.139410458 [28,] 2.63038005 2.57761412 2.33646288 1.97020455 1.55201346 1.142335899 [29,] 2.84888110 2.77838404 2.48948822 2.06173072 1.58653769 1.136703004 [30,] 3.02170504 2.93239852 2.60003633 2.11899601 1.59656116 1.115685610 [31,] 3.12219862 3.01495053 2.64812265 2.12802305 1.57384275 1.075453413 [32,] 3.13595174 3.01338715 2.62450789 2.08359790 1.51673357 1.016751498 [33,] 3.06185801 2.92788243 2.53117044 1.98946679 1.43014461 0.944710781 [34,] 2.90938916 2.76874923 2.37880601 1.85609093 1.32358055 0.867195022 [35,] 2.69407659 2.55215585 2.18295985 1.69725567 1.20824700 0.792447286 [36,] 2.43333403 2.29612221 1.96033346 1.52676264 1.09420630 0.726804753 [37,] 2.14387455 2.01782768 1.72610552 1.35592140 0.98822298 0.673046176 [38,] 1.84080759 1.73230326 1.49241582 1.19211175 0.89266501 0.629754039 [39,] 1.53771190 1.45203947 1.26784065 1.03849836 0.80567584 0.591914350 [40,] 1.24682131 1.18699442 1.05765463 0.89486864 0.72261514 0.552691737 [41,] 0.97879662 0.94470058 0.86466974 0.75932768 0.63837054 0.505882381 [42,] 0.74205508 0.73037637 0.69033794 0.63025023 0.54972137 0.448168807 [43,] 0.54199834 0.54704771 0.53570284 0.50772020 0.45681487 0.380282071 [44,] 0.38056439 0.39569767 0.40184840 0.39389280 0.36317615 0.306625638 [45,] 0.25635988 0.27545913 0.28974960 0.29223493 0.27435685 0.233613810 [46,] 0.16535821 0.18387686 0.19974507 0.20613435 0.19593902 0.167525126 [47,] 0.10193389 0.11727083 0.13102292 0.13760148 0.13180345 0.112770943 [48,] 0.05993296 0.07120728 0.08144681 0.08661829 0.08328918 0.071132231 [49,] 0.03354040 0.04103194 0.04782000 0.05128052 0.04935105 0.041990873 [50,] 0.01782788 0.02237288 0.02644808 0.02849650 0.02738279 0.023179210 [,47] [,48] [,49] [,50] [1,] 0.003942183 0.001442536 0.0004703709 0.0001374930 [2,] 0.005920561 0.002212527 0.0007413512 0.0002243420 [3,] 0.008622680 0.003313067 0.0011489989 0.0003629301 [4,] 0.012275501 0.004881153 0.0017646838 0.0005867369 [5,] 0.017208076 0.007124724 0.0027042273 0.0009542196 [6,] 0.023902589 0.010364662 0.0041584348 0.0015676019 [7,] 0.033070391 0.015100934 0.0064405071 0.0026012585 [8,] 0.045762412 0.022103886 0.0100479545 0.0043371461 [9,] 0.063495135 0.032507928 0.0157211057 0.0071962776 [10,] 0.088316678 0.047848390 0.0244601645 0.0117455051 [11,] 0.122684625 0.069956243 0.0374516769 0.0186548868 [12,] 0.169036881 0.100643514 0.0558707184 0.0285906294 [13,] 0.229052625 0.141193888 0.0805740687 0.0420538398 [14,] 0.302794409 0.191792583 0.1117644136 0.0592058465 [15,] 0.388079647 0.251114063 0.1487452355 0.0797366236 [16,] 0.480417093 0.316261786 0.1898649698 0.1028194457 [17,] 0.573622451 0.383111923 0.2326706627 0.1271585783 [18,] 0.660917437 0.446938244 0.2742083696 0.1511056267 [19,] 0.736130443 0.503113414 0.3113837609 0.1728211040 [20,] 0.794671004 0.547739719 0.3413403768 0.1904841203 [21,] 0.834159805 0.578179497 0.3618632583 0.2025654829 [22,] 0.854734515 0.593485666 0.3717905137 0.2081396583 [23,] 0.858992503 0.594627929 0.3713122675 0.2071342288 [24,] 0.851398667 0.584297392 0.3619599372 0.2003733986 [25,] 0.837043341 0.566144175 0.3461615979 0.1893321754 [26,] 0.819990579 0.543607074 0.3264695193 0.1756700095 [27,] 0.801882060 0.518832200 0.3048017936 0.1607562286 [28,] 0.781553609 0.492249838 0.2820842365 0.1454204116 [29,] 0.755984290 0.463061777 0.2584656229 0.1300307803 [30,] 0.722172715 0.430375798 0.2339459854 0.1148105362 [31,] 0.679017954 0.394364115 0.2090324416 0.1001768146 [32,] 0.628320136 0.356849817 0.1850577137 0.0869018245 [33,] 0.574525938 0.321072108 0.1640125087 0.0760169963 [34,] 0.523438161 0.290781130 0.1479879176 0.0685152442 [35,] 0.480446393 0.269043321 0.1384647991 0.0649825820 [36,] 0.448860872 0.257163656 0.1357039698 0.0652986879 [37,] 0.428806342 0.254051559 0.1384405200 0.0685159436 [38,] 0.416996553 0.256252370 0.1440107700 0.0729797975 [39,] 0.407545737 0.258721797 0.1489346877 0.0766885458 [40,] 0.393689314 0.256193183 0.1498253669 0.0778057977 [41,] 0.369913390 0.244725598 0.1443428733 0.0751618760 [42,] 0.333726502 0.222871350 0.1318439673 0.0685594839 [43,] 0.286374436 0.192005079 0.1134745896 0.0587653444 [44,] 0.232235822 0.155704579 0.0916838914 0.0472004760 [45,] 0.177221934 0.118486049 0.0693855518 0.0354680446 [46,] 0.126906365 0.084442461 0.0491173147 0.0249101905 [47,] 0.085120520 0.056291957 0.0324957039 0.0163423933 [48,] 0.053413464 0.035073702 0.0200824167 0.0100115199 [49,] 0.031332127 0.020414832 0.0115893972 0.0057257826 [50,] 0.017172089 0.011096724 0.0062440791 0.0030567523 > 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 100.0087 -0.0188 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/1g6k91193774061.ps tmp/1g6k91193774061.png") > system("convert tmp/2bhmg1193774061.ps tmp/2bhmg1193774061.png") > system("convert tmp/3sc8g1193774061.ps tmp/3sc8g1193774061.png") > system("convert tmp/4p1xo1193774061.ps tmp/4p1xo1193774061.png") > system("convert tmp/5ubku1193774061.ps tmp/5ubku1193774061.png") > system("convert tmp/6iimv1193774061.ps tmp/6iimv1193774061.png") > system("convert tmp/7ipza1193774061.ps tmp/7ipza1193774061.png") > > > proc.time() user system elapsed 4.373 2.324 4.622