R version 2.8.0 (2008-10-20) 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(89,88,86,89,84,86,85,86,85,83,85,84,88,84,84,86,85,88,87,88,87,89,90,94,95,95,96,97,97,97,96,100,97,98,96,94,95,93,95,96,96,98,95,96,98,94,93,94,92,92,93,95,92,94,96,97,95,94,96,93) > y <- c(73,76,74,72,68,63,65,66,70,68,69,68,79,73,75,67,69,63,66,71,67,73,76,84,85,92,94,90,89,79,78,84,85,78,78,81,74,80,79,71,76,71,73,71,71,71,64,65,62,63,74,77,83,74,75,83,77,77,75,79) > x <- c(56,53,42,39,36,33,31,28,31,31,37,34,44,37,34,45,50,54,61,62,60,67,70,86,84,90,92,96,96,102,94,94,93,85,93,92,90,84,90,84,83,81,79,80,81,75,72,67,57,68,62,62,69,81,88,82,79,79,75,74) > par7 = 'Financiële situatie van de gezinnen' > par6 = 'sparen door de gezinnen' > par5 = 'Economische situatie Belgie' > 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$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/freestat/rcomp/tmp/161e11257688976.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/2pwbv1257688976.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/32aea1257688976.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/4msao1257688976.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/freestat/rcomp/tmp/5z1lq1257688976.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 59.5343 0.2211 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/6ccp41257688976.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] 56.53556 57.41166 58.28776 59.16386 60.03996 60.91606 61.79216 62.66826 [9] 63.54436 64.42046 65.29656 66.17266 67.04876 67.92486 68.80096 69.67705 [17] 70.55315 71.42925 72.30535 73.18145 74.05755 74.93365 75.80975 76.68585 [25] 77.56195 78.43805 79.31415 80.19025 81.06635 81.94245 82.81855 83.69465 [33] 84.57075 85.44685 86.32295 87.19904 88.07514 88.95124 89.82734 90.70344 [41] 91.57954 92.45564 93.33174 94.20784 95.08394 95.96004 96.83614 97.71224 [49] 98.58834 99.46444 $yords [1] 80.90802 81.34034 81.77267 82.20499 82.63732 83.06965 83.50197 [8] 83.93430 84.36662 84.79895 85.23127 85.66360 86.09593 86.52825 [15] 86.96058 87.39290 87.82523 88.25756 88.68988 89.12221 89.55453 [22] 89.98686 90.41919 90.85151 91.28384 91.71616 92.14849 92.58081 [29] 93.01314 93.44547 93.87779 94.31012 94.74244 95.17477 95.60710 [36] 96.03942 96.47175 96.90407 97.33640 97.76873 98.20105 98.63338 [43] 99.06570 99.49803 99.93035 100.36268 100.79501 101.22733 101.65966 [50] 102.09198 $zden [,1] [,2] [,3] [,4] [,5] [1,] 3.298711e-03 4.876670e-03 7.223222e-03 1.060827e-02 1.515321e-02 [2,] 5.509069e-03 7.902616e-03 1.129699e-02 1.611831e-02 2.266656e-02 [3,] 8.921803e-03 1.257823e-02 1.743995e-02 2.407943e-02 3.304199e-02 [4,] 1.384796e-02 1.946965e-02 2.646940e-02 3.546198e-02 4.723460e-02 [5,] 2.039475e-02 2.897938e-02 3.916128e-02 5.136436e-02 6.645647e-02 [6,] 2.828878e-02 4.105673e-02 5.588197e-02 7.265818e-02 9.195059e-02 [7,] 3.677757e-02 5.493578e-02 7.613445e-02 9.940141e-02 1.244274e-01 [8,] 4.470469e-02 6.907119e-02 9.824252e-02 1.302216e-01 1.632412e-01 [9,] 5.078676e-02 8.140155e-02 1.194383e-01 1.620430e-01 2.056723e-01 [10,] 5.400716e-02 8.991448e-02 1.364789e-01 1.905072e-01 2.468579e-01 [11,] 5.395176e-02 9.329650e-02 1.466273e-01 2.111238e-01 2.807459e-01 [12,] 5.091945e-02 9.135702e-02 1.485663e-01 2.207355e-01 3.019028e-01 [13,] 4.575404e-02 8.500880e-02 1.427815e-01 2.185880e-01 3.073990e-01 [14,] 3.949571e-02 7.582639e-02 1.312149e-01 2.064325e-01 2.977896e-01 [15,] 3.303702e-02 6.543219e-02 1.163943e-01 1.876140e-01 2.766349e-01 [16,] 2.693750e-02 5.502415e-02 1.005214e-01 1.656679e-01 2.488375e-01 [17,] 2.143470e-02 4.522937e-02 8.495604e-02 1.431797e-01 2.187339e-01 [18,] 1.657664e-02 3.625158e-02 7.024294e-02 1.214038e-01 1.889215e-01 [19,] 1.236087e-02 2.813200e-02 5.649329e-02 1.006281e-01 1.602413e-01 [20,] 8.804171e-03 2.093884e-02 4.379289e-02 8.085934e-02 1.326104e-01 [21,] 5.936711e-03 1.480720e-02 3.239524e-02 6.234129e-02 1.059994e-01 [22,] 3.761993e-03 9.868207e-03 2.266360e-02 4.566033e-02 8.095786e-02 [23,] 2.227711e-03 6.158912e-03 1.488779e-02 3.150930e-02 5.852120e-02 [24,] 1.227677e-03 3.583016e-03 9.133998e-03 2.035886e-02 3.973997e-02 [25,] 6.277957e-04 1.936521e-03 5.213708e-03 1.226059e-02 2.521299e-02 [26,] 2.972692e-04 9.700382e-04 2.761181e-03 6.859783e-03 1.488713e-02 [27,] 1.301429e-04 4.495754e-04 1.354097e-03 3.557544e-03 8.158087e-03 [28,] 5.261930e-05 1.925374e-04 6.140251e-04 1.707289e-03 4.140926e-03 [29,] 1.963170e-05 7.612271e-05 2.571793e-04 7.572566e-04 1.944051e-03 [30,] 6.754241e-06 2.776398e-05 9.941222e-05 3.101328e-04 8.432238e-04 [31,] 2.141799e-06 9.336146e-06 3.544174e-05 1.171926e-04 3.376244e-04 [32,] 6.257289e-07 2.893153e-06 1.164758e-05 4.083614e-05 1.247061e-04 [33,] 1.683661e-07 8.259046e-07 3.527101e-06 1.311513e-05 4.246848e-05 [34,] 4.171238e-08 2.171245e-07 9.838070e-07 3.880720e-06 1.332834e-05 [35,] 9.513076e-09 5.255321e-08 2.526900e-07 1.057606e-06 3.853503e-06 [36,] 1.996832e-09 1.170871e-08 5.975142e-08 2.653927e-07 1.026058e-06 [37,] 3.857088e-10 2.400836e-09 1.300482e-08 6.130701e-08 2.515434e-07 [38,] 6.855186e-11 4.529976e-10 2.604860e-09 1.303482e-08 5.676561e-08 [39,] 1.120923e-11 7.864265e-11 4.800976e-10 2.550392e-09 1.178998e-08 [40,] 1.686126e-12 1.256042e-11 8.141212e-11 4.591536e-10 2.253356e-09 [41,] 2.333092e-13 1.845443e-12 1.270059e-11 7.605246e-11 3.962637e-10 [42,] 2.969425e-14 2.494098e-13 1.822622e-12 1.158859e-11 6.411042e-11 [43,] 3.476091e-15 3.100417e-14 2.405914e-13 1.624347e-12 9.541723e-12 [44,] 3.742587e-16 3.544878e-15 2.921144e-14 2.094270e-13 1.306321e-12 [45,] 3.705921e-17 3.727661e-16 3.262057e-15 2.483512e-14 1.645009e-13 [46,] 3.374856e-18 3.605082e-17 3.350299e-16 2.708724e-15 1.905306e-14 [47,] 2.826409e-19 3.206428e-18 3.164549e-17 2.717119e-16 2.029634e-15 [48,] 2.176852e-20 2.622697e-19 2.748949e-18 2.506613e-17 1.988448e-16 [49,] 1.541814e-21 1.972826e-20 2.196047e-19 2.126631e-18 1.791614e-17 [50,] 1.004233e-22 1.364686e-21 1.613334e-20 1.659244e-19 1.484548e-18 [,6] [,7] [,8] [,9] [,10] [1,] 2.064545e-02 2.642100e-02 3.146009e-02 3.477037e-02 3.588682e-02 [2,] 3.082545e-02 3.981493e-02 4.819508e-02 5.429846e-02 5.699551e-02 [3,] 4.443733e-02 5.750184e-02 7.041990e-02 8.071052e-02 8.622753e-02 [4,] 6.225671e-02 8.000627e-02 9.848917e-02 1.144249e-01 1.243592e-01 [5,] 8.530526e-02 1.078974e-01 1.324432e-01 1.551405e-01 1.711585e-01 [6,] 1.148229e-01 1.419289e-01 1.721895e-01 2.018949e-01 2.251843e-01 [7,] 1.519180e-01 1.830132e-01 2.177537e-01 2.534016e-01 2.839620e-01 [8,] 1.967857e-01 2.317744e-01 2.693293e-01 3.085186e-01 3.445874e-01 [9,] 2.476852e-01 2.875912e-01 3.268050e-01 3.664772e-01 4.045302e-01 [10,] 3.002398e-01 3.474611e-01 3.887107e-01 4.264743e-01 4.621383e-01 [11,] 3.477489e-01 4.054482e-01 4.510602e-01 4.865931e-01 5.163531e-01 [12,] 3.828116e-01 4.534848e-01 5.070132e-01 5.426600e-01 5.656237e-01 [13,] 3.997666e-01 4.836452e-01 5.481241e-01 5.880612e-01 6.067204e-01 [14,] 3.967736e-01 4.910060e-01 5.670476e-01 6.152211e-01 6.345242e-01 [15,] 3.763749e-01 4.755843e-01 5.604662e-01 6.183780e-01 6.434089e-01 [16,] 3.441868e-01 4.421968e-01 5.305658e-01 5.962132e-01 6.297106e-01 [17,] 3.064661e-01 3.982710e-01 4.841065e-01 5.527141e-01 5.938315e-01 [18,] 2.678957e-01 3.508489e-01 4.295714e-01 4.956440e-01 5.405818e-01 [19,] 2.306583e-01 3.043991e-01 3.740101e-01 4.334789e-01 4.774639e-01 [20,] 1.949692e-01 2.603869e-01 3.212195e-01 3.725452e-01 4.119157e-01 [21,] 1.603932e-01 2.183995e-01 2.719078e-01 3.157786e-01 3.490834e-01 [22,] 1.269984e-01 1.778079e-01 2.252595e-01 2.633710e-01 2.911569e-01 [23,] 9.574610e-02 1.389050e-01 1.806802e-01 2.144660e-01 2.382197e-01 [24,] 6.812076e-02 1.030420e-01 1.387249e-01 1.686983e-01 1.897295e-01 [25,] 4.543069e-02 7.198310e-02 1.009477e-01 1.267974e-01 1.456432e-01 [26,] 2.826371e-02 4.706564e-02 6.908325e-02 9.022204e-02 1.066954e-01 [27,] 1.634689e-02 2.867737e-02 4.421003e-02 6.033575e-02 7.396025e-02 [28,] 8.768280e-03 1.623299e-02 2.635033e-02 3.772074e-02 4.818633e-02 [29,] 4.354167e-03 8.517750e-03 1.458544e-02 2.196125e-02 2.935737e-02 [30,] 1.999125e-03 4.136361e-03 7.482017e-03 1.187397e-02 1.666270e-02 [31,] 8.477844e-04 1.856743e-03 3.551519e-03 5.949893e-03 8.786150e-03 [32,] 3.318180e-04 7.696906e-04 1.558104e-03 2.758861e-03 4.295057e-03 [33,] 1.197868e-04 2.944332e-04 6.311992e-04 1.182346e-03 1.943405e-03 [34,] 3.986472e-05 1.038725e-04 2.359424e-04 4.678961e-04 8.129105e-04 [35,] 1.222518e-05 3.377872e-05 8.133127e-05 1.708530e-04 3.140382e-04 [36,] 3.453463e-06 1.012130e-05 2.584100e-05 5.753103e-05 1.119545e-04 [37,] 8.983804e-07 2.793396e-06 7.564613e-06 1.785560e-05 3.680825e-05 [38,] 2.151615e-07 7.099175e-07 2.039597e-06 5.105790e-06 1.115497e-05 [39,] 4.743292e-08 1.660968e-07 5.063643e-07 1.344695e-06 3.114791e-06 [40,] 9.623461e-09 3.576895e-08 1.157289e-07 3.260887e-07 8.010786e-07 [41,] 1.796631e-09 7.088810e-09 2.434443e-08 7.279496e-08 1.897076e-07 [42,] 3.086090e-10 1.292709e-09 4.712641e-09 1.495669e-08 4.135740e-08 [43,] 4.876846e-11 2.168904e-10 8.394215e-10 2.827948e-09 8.298457e-09 [44,] 7.089512e-12 3.347750e-11 1.375627e-10 4.919873e-10 1.532318e-09 [45,] 9.479987e-13 4.753369e-12 2.073881e-11 7.874686e-11 2.603440e-10 [46,] 1.165983e-13 6.208132e-13 2.876071e-12 1.159508e-11 4.069572e-11 [47,] 1.319003e-14 7.457692e-14 3.668745e-13 1.570507e-12 5.852077e-12 [48,] 1.372314e-15 8.239756e-15 4.304443e-14 1.956622e-13 7.741058e-13 [49,] 1.313117e-16 8.372913e-16 4.644949e-15 2.242097e-14 9.418781e-14 [50,] 1.155526e-17 7.824813e-17 4.609887e-16 2.362984e-15 1.054065e-14 [,11] [,12] [,13] [,14] [,15] [1,] 3.508892e-02 3.307498e-02 3.035297e-02 2.695393e-02 2.276960e-02 [2,] 5.629003e-02 5.317310e-02 4.876175e-02 4.351384e-02 3.730483e-02 [3,] 8.626464e-02 8.187003e-02 7.493975e-02 6.681677e-02 5.772779e-02 [4,] 1.263176e-01 1.208767e-01 1.106125e-01 9.820716e-02 8.489199e-02 [5,] 1.767250e-01 1.711526e-01 1.571593e-01 1.389369e-01 1.195058e-01 [6,] 2.362388e-01 2.322406e-01 2.150361e-01 1.899086e-01 1.622171e-01 [7,] 3.019071e-01 3.017075e-01 2.830476e-01 2.511381e-01 2.135251e-01 [8,] 3.694534e-01 3.750350e-01 3.577555e-01 3.210040e-01 2.733301e-01 [9,] 4.342440e-01 4.462533e-01 4.334488e-01 3.956180e-01 3.401620e-01 [10,] 4.925042e-01 5.093004e-01 5.029983e-01 4.688069e-01 4.104518e-01 [11,] 5.421314e-01 5.596357e-01 5.595277e-01 5.330576e-01 4.783911e-01 [12,] 5.825278e-01 5.953109e-01 5.983064e-01 5.813169e-01 5.367663e-01 [13,] 6.134578e-01 6.168581e-01 6.179733e-01 6.089962e-01 5.786779e-01 [14,] 6.336982e-01 6.260237e-01 6.204300e-01 6.152699e-01 5.995308e-01 [15,] 6.405737e-01 6.241561e-01 6.094551e-01 6.030216e-01 5.984378e-01 [16,] 6.309370e-01 6.113267e-01 5.888349e-01 5.774673e-01 5.783916e-01 [17,] 6.030805e-01 5.867328e-01 5.610426e-01 5.441549e-01 5.451198e-01 [18,] 5.582962e-01 5.499845e-01 5.270422e-01 5.072829e-01 5.051282e-01 [19,] 5.009856e-01 5.022679e-01 4.870196e-01 4.689679e-01 4.637504e-01 [20,] 4.372310e-01 4.465584e-01 4.413360e-01 4.295130e-01 4.239325e-01 [21,] 3.727488e-01 3.868305e-01 3.910765e-01 3.882703e-01 3.860839e-01 [22,] 3.114142e-01 3.268864e-01 3.380234e-01 3.445783e-01 3.488572e-01 [23,] 2.549914e-01 2.695417e-01 2.842989e-01 2.984241e-01 3.103957e-01 [24,] 2.038613e-01 2.164951e-01 2.320099e-01 2.507098e-01 2.695046e-01 [25,] 1.580312e-01 1.686943e-01 1.830505e-01 2.031584e-01 2.263355e-01 [26,] 1.177743e-01 1.267773e-01 1.390192e-01 1.579590e-01 1.824281e-01 [27,] 8.367009e-02 9.127629e-02 1.011380e-01 1.172800e-01 1.402086e-01 [28,] 5.624103e-02 6.253849e-02 7.013412e-02 8.279484e-02 1.022176e-01 [29,] 3.555040e-02 4.052968e-02 4.613588e-02 5.536258e-02 7.039001e-02 [30,] 2.103104e-02 2.471583e-02 2.866336e-02 3.494537e-02 4.562979e-02 [31,] 1.160104e-02 1.412153e-02 1.675272e-02 2.075992e-02 2.776746e-02 [32,] 5.950053e-03 7.533049e-03 9.179520e-03 1.157665e-02 1.582697e-02 [33,] 2.831256e-03 3.741227e-03 4.701564e-03 6.045811e-03 8.434140e-03 [34,] 1.247752e-03 1.725923e-03 2.245167e-03 2.950858e-03 4.195849e-03 [35,] 5.086078e-04 7.382357e-04 9.974691e-04 1.343600e-03 1.946287e-03 [36,] 1.915471e-04 2.923398e-04 4.115252e-04 5.697803e-04 8.409339e-04 [37,] 6.659337e-05 1.070471e-04 1.574214e-04 2.247086e-04 3.381486e-04 [38,] 2.135726e-05 3.620991e-05 5.576087e-05 8.230541e-05 1.264469e-04 [39,] 6.315002e-06 1.130569e-05 1.826888e-05 2.796478e-05 4.393921e-05 [40,] 1.720730e-06 3.256089e-06 5.530995e-06 8.804343e-06 1.417878e-05 [41,] 4.319167e-07 8.645521e-07 1.546188e-06 2.566032e-06 4.245919e-06 [42,] 9.983851e-08 2.115369e-07 3.988394e-07 6.917117e-07 1.179101e-06 [43,] 2.124695e-08 4.767854e-08 9.487877e-08 1.723249e-07 3.034437e-07 [44,] 4.162035e-09 9.896257e-09 2.080522e-08 3.964896e-08 7.231950e-08 [45,] 7.503211e-10 1.891120e-09 4.203723e-09 8.419948e-09 1.595095e-08 [46,] 1.244691e-10 3.326443e-10 7.823713e-10 1.649496e-09 3.253780e-09 [47,] 1.899742e-11 5.384886e-11 1.340865e-10 2.979559e-10 6.134570e-10 [48,] 2.667504e-12 8.021364e-12 2.115685e-11 4.960639e-11 1.068361e-10 [49,] 3.445560e-13 1.099375e-12 3.072751e-12 7.609534e-12 1.717720e-11 [50,] 4.093797e-14 1.386192e-13 4.107140e-13 1.075176e-12 2.548384e-12 [,16] [,17] [,18] [,19] [,20] [1,] 1.816539e-02 1.427842e-02 1.277419e-02 1.525379e-02 2.254209e-02 [2,] 3.026787e-02 2.354402e-02 1.928402e-02 1.996204e-02 2.739016e-02 [3,] 4.757490e-02 3.722068e-02 2.903641e-02 2.633719e-02 3.215717e-02 [4,] 7.066629e-02 5.592540e-02 4.281816e-02 3.518263e-02 3.726769e-02 [5,] 9.972718e-02 7.969802e-02 6.091250e-02 4.713408e-02 4.345781e-02 [6,] 1.347649e-01 1.080885e-01 8.293735e-02 6.231747e-02 5.143817e-02 [7,] 1.759251e-01 1.405771e-01 1.080575e-01 8.022785e-02 6.151648e-02 [8,] 2.236027e-01 1.771183e-01 1.355796e-01 1.000276e-01 7.346134e-02 [9,] 2.780745e-01 2.184139e-01 1.656533e-01 1.212334e-01 8.680380e-02 [10,] 3.386610e-01 2.655713e-01 1.996155e-01 1.444651e-01 1.015153e-01 [11,] 4.028013e-01 3.191303e-01 2.396004e-01 1.717674e-01 1.187122e-01 [12,] 4.656352e-01 3.778591e-01 2.873895e-01 2.061276e-01 1.409056e-01 [13,] 5.205402e-01 4.379569e-01 3.429131e-01 2.501714e-01 1.714469e-01 [14,] 5.606307e-01 4.932113e-01 4.030891e-01 3.044553e-01 2.131673e-01 [15,] 5.807251e-01 5.362697e-01 4.616570e-01 3.660750e-01 2.666235e-01 [16,] 5.790008e-01 5.606904e-01 5.103347e-01 4.283390e-01 3.286742e-01 [17,] 5.576269e-01 5.630309e-01 5.410883e-01 4.819541e-01 3.921711e-01 [18,] 5.220556e-01 5.441007e-01 5.487392e-01 5.175642e-01 4.472475e-01 [19,] 4.792155e-01 5.087561e-01 5.328135e-01 5.287782e-01 4.840291e-01 [20,] 4.353209e-01 4.642207e-01 4.977225e-01 5.143934e-01 4.958169e-01 [21,] 3.941769e-01 4.176164e-01 4.510948e-01 4.787293e-01 4.813587e-01 [22,] 3.566102e-01 3.737867e-01 4.010005e-01 4.298589e-01 4.451088e-01 [23,] 3.211206e-01 3.343228e-01 3.533600e-01 3.765899e-01 3.953397e-01 [24,] 2.853113e-01 2.980578e-01 3.106561e-01 3.256368e-01 3.410562e-01 [25,] 2.473839e-01 2.625735e-01 2.722959e-01 2.801866e-01 2.891858e-01 [26,] 2.070837e-01 2.258757e-01 2.361290e-01 2.401956e-01 2.431974e-01 [27,] 1.658211e-01 1.874890e-01 2.001903e-01 2.038744e-01 2.034061e-01 [28,] 1.260856e-01 1.486369e-01 1.638554e-01 1.693970e-01 1.683803e-01 [29,] 9.052235e-02 1.116400e-01 1.280599e-01 1.360278e-01 1.365168e-01 [30,] 6.109527e-02 7.895736e-02 9.473375e-02 1.043488e-01 1.070475e-01 [31,] 3.863169e-02 5.233978e-02 6.589730e-02 7.575929e-02 8.023011e-02 [32,] 2.282503e-02 3.240451e-02 4.289078e-02 5.169075e-02 5.692213e-02 [33,] 1.257515e-02 1.868691e-02 2.602521e-02 3.297316e-02 3.795154e-02 [34,] 6.450001e-03 1.001670e-02 1.468086e-02 1.958921e-02 2.365093e-02 [35,] 3.076329e-03 4.982861e-03 7.682796e-03 1.080807e-02 1.372260e-02 [36,] 1.363188e-03 2.297671e-03 3.723932e-03 5.526257e-03 7.391770e-03 [37,] 5.608765e-04 9.812602e-04 1.669846e-03 2.614393e-03 3.688617e-03 [38,] 2.141881e-04 3.879017e-04 6.920846e-04 1.142997e-03 1.702532e-03 [39,] 7.589866e-05 1.418909e-04 2.649586e-04 4.613844e-04 7.259895e-04 [40,] 2.495297e-05 4.801978e-05 9.366015e-05 1.718463e-04 2.857510e-04 [41,] 7.610642e-06 1.503566e-05 3.056246e-05 5.903025e-05 1.037500e-04 [42,] 2.153264e-06 4.356284e-06 9.205386e-06 1.869533e-05 3.473239e-05 [43,] 5.650760e-07 1.168137e-06 2.559380e-06 5.458062e-06 1.071760e-05 [44,] 1.375268e-07 2.899829e-07 6.569524e-07 1.468805e-06 3.047948e-06 [45,] 3.103439e-08 6.666159e-08 1.557199e-07 3.643547e-07 7.988142e-07 [46,] 6.491599e-09 1.419473e-08 3.409625e-08 8.332481e-08 1.929505e-07 [47,] 1.258207e-09 2.800458e-09 6.898956e-09 1.757118e-08 4.296224e-08 [48,] 2.258704e-10 5.119895e-10 1.290504e-09 3.417659e-09 8.820691e-09 [49,] 3.753747e-11 8.674946e-11 2.232696e-10 6.133590e-10 1.670636e-09 [50,] 5.772175e-12 1.362207e-11 3.574260e-11 1.016114e-10 2.920575e-10 [,21] [,22] [,23] [,24] [,25] [1,] 3.399804e-02 4.715883e-02 5.822737e-02 6.355046e-02 6.136256e-02 [2,] 4.167970e-02 6.043604e-02 7.883775e-02 9.116680e-02 9.333492e-02 [3,] 4.783359e-02 7.169281e-02 9.848954e-02 1.205618e-01 1.308308e-01 [4,] 5.196876e-02 7.901629e-02 1.136669e-01 1.470560e-01 1.690716e-01 [5,] 5.435383e-02 8.143740e-02 1.214608e-01 1.656124e-01 2.015678e-01 [6,] 5.592395e-02 7.933906e-02 1.206554e-01 1.725192e-01 2.219681e-01 [7,] 5.785938e-02 7.430624e-02 1.122250e-01 1.667989e-01 2.262831e-01 [8,] 6.108077e-02 6.848645e-02 9.896811e-02 1.506288e-01 2.144486e-01 [9,] 6.599970e-02 6.382124e-02 8.447002e-02 1.285437e-01 1.904211e-01 [10,] 7.273447e-02 6.158416e-02 7.194012e-02 1.058340e-01 1.607430e-01 [11,] 8.171206e-02 6.246447e-02 6.349236e-02 8.693425e-02 1.323042e-01 [12,] 9.429768e-02 6.709648e-02 6.012785e-02 7.449758e-02 1.103553e-01 [13,] 1.129951e-01 7.666036e-02 6.227036e-02 6.938890e-02 9.753111e-02 [14,] 1.409037e-01 9.311538e-02 7.043834e-02 7.135124e-02 9.401755e-02 [15,] 1.804424e-01 1.187815e-01 8.561556e-02 7.985837e-02 9.847084e-02 [16,] 2.317294e-01 1.552800e-01 1.090538e-01 9.470433e-02 1.091240e-01 [17,] 2.913041e-01 2.021773e-01 1.415059e-01 1.160718e-01 1.246231e-01 [18,] 3.519403e-01 2.559390e-01 1.821673e-01 1.440498e-01 1.443372e-01 [19,] 4.039950e-01 3.098571e-01 2.278350e-01 1.778054e-01 1.680731e-01 [20,] 4.380751e-01 3.553270e-01 2.728527e-01 2.148316e-01 1.953363e-01 [21,] 4.480523e-01 3.842343e-01 3.101661e-01 2.507815e-01 2.245142e-01 [22,] 4.330907e-01 3.915524e-01 3.332828e-01 2.802175e-01 2.525032e-01 [23,] 3.977083e-01 3.769695e-01 3.383598e-01 2.981354e-01 2.751640e-01 [24,] 3.498579e-01 3.447523e-01 3.254294e-01 3.016135e-01 2.885330e-01 [25,] 2.980074e-01 3.019364e-01 2.981441e-01 2.907453e-01 2.902074e-01 [26,] 2.486061e-01 2.557819e-01 2.621975e-01 2.683616e-01 2.801337e-01 [27,] 2.049275e-01 2.116968e-01 2.232663e-01 2.387299e-01 2.603713e-01 [28,] 1.674328e-01 1.724131e-01 1.854682e-01 2.059825e-01 2.340434e-01 [29,] 1.350503e-01 1.384231e-01 1.508966e-01 1.730759e-01 2.041592e-01 [30,] 1.065193e-01 1.090784e-01 1.201091e-01 1.416315e-01 1.729529e-01 [31,] 8.119036e-02 8.362393e-02 9.299791e-02 1.124238e-01 1.419152e-01 [32,] 5.913085e-02 6.172036e-02 6.946063e-02 8.598202e-02 1.122006e-01 [33,] 4.076558e-02 4.342622e-02 4.961107e-02 6.288864e-02 8.494649e-02 [34,] 2.641427e-02 2.889279e-02 3.362881e-02 4.370489e-02 6.125462e-02 [35,] 1.600175e-02 1.806664e-02 2.150976e-02 2.872535e-02 4.192695e-02 [36,] 9.028691e-03 1.057008e-02 1.293066e-02 1.781051e-02 2.721583e-02 [37,] 4.731582e-03 5.767820e-03 7.287555e-03 1.041148e-02 1.678135e-02 [38,] 2.298434e-03 2.928925e-03 3.845373e-03 5.744178e-03 9.864602e-03 [39,] 1.033372e-03 1.381985e-03 1.898871e-03 2.997658e-03 5.553470e-03 [40,] 4.295506e-04 6.053011e-04 8.777206e-04 1.483833e-03 3.006321e-03 [41,] 1.649596e-04 2.459724e-04 3.800619e-04 6.985370e-04 1.567956e-03 [42,] 5.849739e-05 9.272577e-05 1.543434e-04 3.133072e-04 7.869596e-04 [43,] 1.915065e-05 3.243654e-05 5.886377e-05 1.339267e-04 3.784877e-04 [44,] 5.787735e-06 1.053595e-05 2.111181e-05 5.448455e-05 1.733386e-04 [45,] 1.615080e-06 3.180941e-06 7.128634e-06 2.103340e-05 7.506557e-05 [46,] 4.163147e-07 8.938404e-07 2.267601e-06 7.674293e-06 3.053710e-05 [47,] 9.919079e-08 2.341370e-07 6.794985e-07 2.634705e-06 1.160504e-05 [48,] 2.186420e-08 5.727035e-08 1.916575e-07 8.474327e-07 4.102167e-06 [49,] 4.463859e-09 1.310296e-08 5.080665e-08 2.543705e-07 1.344391e-06 [50,] 8.452994e-10 2.808126e-09 1.263199e-08 7.102169e-08 4.075439e-07 [,26] [,27] [,28] [,29] [,30] [1,] 5.260178e-02 4.022002e-02 2.757354e-02 0.0170371409 0.0095321052 [2,] 8.484482e-02 6.879275e-02 5.000869e-02 0.0327639761 0.0194391543 [3,] 1.260995e-01 1.084091e-01 8.355950e-02 0.0580486102 0.0365253960 [4,] 1.727499e-01 1.574578e-01 1.286781e-01 0.0947890590 0.0632618755 [5,] 2.182720e-01 2.109080e-01 1.827395e-01 0.1427487560 0.1010701297 [6,] 2.546296e-01 2.607883e-01 2.395609e-01 0.1984647625 0.1491120665 [7,] 2.747694e-01 2.982050e-01 2.904048e-01 0.2551762015 0.2035055583 [8,] 2.752151e-01 3.163294e-01 3.265114e-01 0.3043059281 0.2576700279 [9,] 2.574991e-01 3.130490e-01 3.422761e-01 0.3382611076 0.3041147237 [10,] 2.276687e-01 2.919348e-01 3.375792e-01 0.3534254764 0.3371829204 [11,] 1.941035e-01 2.609752e-01 3.180172e-01 0.3518369432 0.3555219313 [12,] 1.647239e-01 2.296974e-01 2.928414e-01 0.3405731904 0.3629377069 [13,] 1.448383e-01 2.060685e-01 2.716127e-01 0.3290603216 0.3670281210 [14,] 1.363428e-01 1.944798e-01 2.611459e-01 0.3256082299 0.3761704545 [15,] 1.382217e-01 1.953538e-01 2.639395e-01 0.3347524750 0.3962970857 [16,] 1.477947e-01 2.060845e-01 2.783574e-01 0.3563531379 0.4288852025 [17,] 1.620882e-01 2.226185e-01 3.000352e-01 0.3864101736 0.4708035534 [18,] 1.788811e-01 2.410348e-01 3.237304e-01 0.4188803727 0.5157099909 [19,] 1.971689e-01 2.587109e-01 3.450139e-01 0.4476993213 0.5561817825 [20,] 2.169358e-01 2.748138e-01 3.614380e-01 0.4684767833 0.5858168854 [21,] 2.383356e-01 2.899734e-01 3.729211e-01 0.4795551659 0.6008515957 [22,] 2.606765e-01 3.052366e-01 3.811879e-01 0.4821733791 0.6010222143 [23,] 2.818118e-01 3.207765e-01 3.884012e-01 0.4795791919 0.5894194499 [24,] 2.983988e-01 3.350795e-01 3.955804e-01 0.4752996093 0.5712123742 [25,] 3.069879e-01 3.451426e-01 4.016472e-01 0.4712860787 0.5515459115 [26,] 3.053415e-01 3.476174e-01 4.036717e-01 0.4668751698 0.5334446300 [27,] 2.932081e-01 3.402174e-01 3.981799e-01 0.4591337912 0.5167213841 [28,] 2.721529e-01 3.225662e-01 3.827374e-01 0.4443665990 0.4984313409 [29,] 2.446872e-01 2.961024e-01 3.569294e-01 0.4199127359 0.4745780006 [30,] 2.133410e-01 2.633091e-01 3.223566e-01 0.3853104376 0.4421445618 [31,] 1.802047e-01 2.268819e-01 2.819123e-01 0.3424233046 0.4004947754 [32,] 1.469925e-01 1.892768e-01 2.389077e-01 0.2947385844 0.3516701459 [33,] 1.152881e-01 1.526395e-01 1.964417e-01 0.2463369911 0.2996868059 [34,] 8.660874e-02 1.188318e-01 1.570574e-01 0.2009392889 0.2492636522 [35,] 6.219652e-02 8.932560e-02 1.225416e-01 0.1612112055 0.2044618319 [36,] 4.272543e-02 6.499008e-02 9.378735e-02 0.1283902817 0.1676396151 [37,] 2.816678e-02 4.596099e-02 7.078733e-02 0.1022879512 0.1390204102 [38,] 1.790683e-02 3.173138e-02 5.283891e-02 0.0816791796 0.1170026183 [39,] 1.102795e-02 2.142793e-02 3.891927e-02 0.0649523138 0.0990719963 [40,] 6.592277e-03 1.411874e-02 2.806309e-02 0.0507513296 0.0829105244 [41,] 3.817504e-03 9.013881e-03 1.957778e-02 0.0383412721 0.0672084698 [42,] 2.129017e-03 5.521878e-03 1.304942e-02 0.0275932359 0.0518686715 [43,] 1.134096e-03 3.212664e-03 8.218773e-03 0.0186984124 0.0376357619 [44,] 5.720006e-04 1.759213e-03 4.849193e-03 0.0118330445 0.0254624481 [45,] 2.710359e-04 9.002431e-04 2.663773e-03 0.0069549909 0.0159785046 [46,] 1.199019e-04 4.282936e-04 1.356645e-03 0.0037833399 0.0092709410 [47,] 4.929196e-05 1.887589e-04 6.388169e-04 0.0019005104 0.0049639612 [48,] 1.876937e-05 7.688021e-05 2.776216e-04 0.0008804046 0.0024499047 [49,] 6.604918e-06 2.889198e-05 1.112253e-04 0.0003757861 0.0011137455 [50,] 2.144729e-06 1.000812e-05 4.105029e-05 0.0001477125 0.0004661857 [,31] [,32] [,33] [,34] [,35] [1,] 0.004850900 0.002260234 0.0009784253 0.0004065983 0.0001715781 [2,] 0.010493384 0.005188671 0.0023851645 0.0010532188 0.0004723595 [3,] 0.020918019 0.010980160 0.0053621138 0.0025167958 0.0011996523 [4,] 0.038448161 0.021433900 0.0111257921 0.0055533155 0.0028132728 [5,] 0.065211989 0.038631296 0.0213292356 0.0113280250 0.0060990195 [6,] 0.102186842 0.064372664 0.0378366832 0.0213963772 0.0122423858 [7,] 0.148209097 0.099364489 0.0622349479 0.0374987203 0.0227972961 [8,] 0.199532859 0.142488515 0.0951884688 0.0611480617 0.0394822278 [9,] 0.250487969 0.190645326 0.1359322017 0.0931183870 0.0637984920 [10,] 0.295323075 0.239545123 0.1822795257 0.1330769409 0.0965785988 [11,] 0.330591033 0.285361139 0.2313687258 0.1796401840 0.1376787651 [12,] 0.356904585 0.326575553 0.2809837695 0.2309878636 0.1860442631 [13,] 0.379007481 0.365027193 0.3308567030 0.2858655047 0.2402419873 [14,] 0.403918710 0.405418893 0.3831857246 0.3444970378 0.2993022844 [15,] 0.437945495 0.453298506 0.4418683441 0.4088170703 0.3634561340 [16,] 0.483958012 0.512361120 0.5105743260 0.4816490381 0.4342553132 [17,] 0.540107963 0.582309277 0.5904335263 0.5649549253 0.5137398813 [18,] 0.600355288 0.658215206 0.6783991754 0.6578323685 0.6027672938 [19,] 0.656330853 0.731574860 0.7670821187 0.7552167915 0.6991566972 [20,] 0.699688541 0.792516905 0.8461823400 0.8480375291 0.7966019512 [21,] 0.724234062 0.832330005 0.9049784591 0.9249552797 0.8851096774 [22,] 0.727417268 0.845605240 0.9350223686 0.9751199666 0.9530569950 [23,] 0.710926935 0.831564283 0.9322769045 0.9910133627 0.9902070232 [24,] 0.680155334 0.794302750 0.8982012812 0.9704971019 0.9906003795 [25,] 0.642483153 0.741771809 0.8395210104 0.9175088500 0.9543319797 [26,] 0.604810188 0.683584415 0.7666355882 0.8412236752 0.8876743904 [27,] 0.571263123 0.628222684 0.6909601679 0.7538618159 0.8015589548 [28,] 0.542095828 0.580650518 0.6219435704 0.6677010358 0.7089004432 [29,] 0.514268936 0.541304701 0.5647785882 0.5921608684 0.6215642488 [30,] 0.483356306 0.506853835 0.5196429975 0.5318726241 0.5478495705 [31,] 0.445824715 0.472311223 0.4827025594 0.4863270676 0.4911563400 [32,] 0.400693309 0.433535633 0.4483919926 0.4511219404 0.4500929230 [33,] 0.350002647 0.389101550 0.4120307751 0.4202852615 0.4198532239 [34,] 0.298070006 0.340878807 0.3717772113 0.3888256769 0.3943826577 [35,] 0.249923868 0.293196788 0.3292215593 0.3546139122 0.3686759567 [36,] 0.209535274 0.250990931 0.2884384622 0.3189169155 0.3404773279 [37,] 0.178509172 0.217713906 0.2539239523 0.2853775314 0.3107501790 [38,] 0.155740667 0.193912293 0.2283419201 0.2578774322 0.2826722956 [39,] 0.138158172 0.177106135 0.2111438934 0.2382852462 0.2595620887 [40,] 0.122187781 0.163008947 0.1987457247 0.2252290831 0.2427482651 [41,] 0.105234202 0.147463359 0.1861636753 0.2145529524 0.2305260541 [42,] 0.086506440 0.128126204 0.1692474426 0.2012168381 0.2187977916 [43,] 0.066913563 0.105135031 0.1463658678 0.1816070569 0.2030425202 [44,] 0.048261165 0.080595209 0.1187779145 0.1550411353 0.1804980657 [45,] 0.032278168 0.057346865 0.0896976872 0.1237878861 0.1513736405 [46,] 0.019954574 0.037733259 0.0627279529 0.0917975887 0.1185589185 [47,] 0.011381049 0.022910235 0.0405109272 0.0629739083 0.0861851126 [48,] 0.005982126 0.012820432 0.0241233048 0.0398720718 0.0579367681 [49,] 0.002895927 0.006607651 0.0132334652 0.0232696446 0.0359400354 [50,] 0.001290680 0.003135408 0.0066844734 0.0125084180 0.0205482319 [,36] [,37] [,38] [,39] [,40] [1,] 0.0000776033 3.756959e-05 1.832609e-05 8.425088e-06 3.498345e-06 [2,] 0.0002269508 1.166280e-04 6.036942e-05 2.945461e-05 1.298303e-05 [3,] 0.0006119533 3.335346e-04 1.830696e-04 9.474841e-05 4.432065e-05 [4,] 0.0015225780 8.792046e-04 5.112280e-04 2.804877e-04 1.391869e-04 [5,] 0.0034990684 2.137764e-03 1.315235e-03 7.643419e-04 4.021721e-04 [6,] 0.0074369985 4.799018e-03 3.119140e-03 1.917954e-03 1.069365e-03 [7,] 0.0146429921 9.958314e-03 6.823976e-03 4.433595e-03 2.617254e-03 [8,] 0.0267642083 1.913046e-02 1.378610e-02 9.446995e-03 5.898095e-03 [9,] 0.0455316855 3.408968e-02 2.575180e-02 1.856886e-02 1.224364e-02 [10,] 0.0723347043 5.648978e-02 4.455270e-02 3.370381e-02 2.342589e-02 [11,] 0.1077616786 8.733048e-02 7.155055e-02 5.656893e-02 4.134422e-02 [12,] 0.1513378866 1.264778e-01 1.069842e-01 8.796461e-02 6.738272e-02 [13,] 0.2016770703 1.725231e-01 1.495331e-01 1.270621e-01 1.015736e-01 [14,] 0.2571049856 2.231900e-01 1.964405e-01 1.711302e-01 1.419402e-01 [15,] 0.3165496173 2.762507e-01 2.443478e-01 2.160572e-01 1.845028e-01 [16,] 0.3802510167 3.306029e-01 2.906189e-01 2.576851e-01 2.242435e-01 [17,] 0.4497743755 3.869418e-01 3.345798e-01 2.934847e-01 2.568466e-01 [18,] 0.5270290758 4.475027e-01 3.779847e-01 3.237748e-01 2.805054e-01 [19,] 0.6124894848 5.147153e-01 4.242670e-01 3.517592e-01 2.968714e-01 [20,] 0.7033645882 5.891778e-01 4.766834e-01 3.821534e-01 3.105224e-01 [21,] 0.7927238603 6.678720e-01 5.360680e-01 4.188666e-01 3.270313e-01 [22,] 0.8702934391 7.436361e-01 5.992603e-01 4.627365e-01 3.504297e-01 [23,] 0.9248743582 8.064349e-01 6.591020e-01 5.103932e-01 3.812039e-01 [24,] 0.9475313817 8.461130e-01 7.062244e-01 5.548734e-01 4.157415e-01 [25,] 0.9343246366 8.555606e-01 7.319852e-01 5.878171e-01 4.474881e-01 [26,] 0.8875760177 8.330111e-01 7.313416e-01 6.023349e-01 4.693046e-01 [27,] 0.8152874231 7.826000e-01 7.044773e-01 5.953413e-01 4.760041e-01 [28,] 0.7290184950 7.130928e-01 6.566076e-01 5.684258e-01 4.660293e-01 [29,] 0.6410116752 6.354086e-01 5.962090e-01 5.270477e-01 4.416788e-01 [30,] 0.5614855923 5.599236e-01 5.325415e-01 4.785804e-01 4.079746e-01 [31,] 0.4968094385 4.944155e-01 4.734628e-01 4.301523e-01 3.708300e-01 [32,] 0.4488604410 4.430504e-01 4.241651e-01 3.871267e-01 3.353760e-01 [33,] 0.4154879524 4.063297e-01 3.868778e-01 3.525453e-01 3.050415e-01 [34,] 0.3918145415 3.816895e-01 3.611595e-01 3.272879e-01 2.814523e-01 [35,] 0.3720538424 3.645287e-01 3.444092e-01 3.104489e-01 2.647592e-01 [36,] 0.3514480551 3.495896e-01 3.325341e-01 2.996431e-01 2.539359e-01 [37,] 0.3277691871 3.325445e-01 3.209384e-01 2.913669e-01 2.469008e-01 [38,] 0.3017726599 3.113469e-01 3.058490e-01 2.817292e-01 2.407159e-01 [39,] 0.2762901689 2.867100e-01 2.855612e-01 2.676049e-01 2.321938e-01 [40,] 0.2543051917 2.613226e-01 2.609252e-01 2.477652e-01 2.189118e-01 [41,] 0.2369933101 2.380933e-01 2.346486e-01 2.232993e-01 2.001657e-01 [42,] 0.2228321603 2.183644e-01 2.096951e-01 1.969475e-01 1.772472e-01 [43,] 0.2083033316 2.011357e-01 1.876770e-01 1.716536e-01 1.527829e-01 [44,] 0.1897551194 1.837305e-01 1.681822e-01 1.491718e-01 1.294737e-01 [45,] 0.1653139800 1.634366e-01 1.493614e-01 1.295194e-01 1.089680e-01 [46,] 0.1357791447 1.390824e-01 1.292967e-01 1.114820e-01 9.146961e-02 [47,] 0.1041328925 1.116555e-01 1.072420e-01 9.370714e-02 7.616874e-02 [48,] 0.0741244948 8.374970e-02 8.403487e-02 7.564006e-02 6.207985e-02 [49,] 0.0487959802 5.833157e-02 6.159247e-02 5.779566e-02 4.871629e-02 [50,] 0.0296435259 3.758411e-02 4.195030e-02 4.136440e-02 3.626871e-02 [,41] [,42] [,43] [,44] [,45] [1,] 1.284572e-06 4.132121e-07 1.159732e-07 2.835123e-08 6.032564e-09 [2,] 5.061661e-06 1.728970e-06 5.153318e-07 1.337940e-07 3.023525e-08 [3,] 1.834329e-05 6.652964e-06 2.105769e-06 5.806118e-07 1.393493e-07 [4,] 6.114139e-05 2.354344e-05 7.912916e-06 2.316989e-06 5.905787e-07 [5,] 1.874556e-04 7.662441e-05 2.734463e-05 8.502656e-06 2.301622e-06 [6,] 5.286999e-04 2.293666e-04 8.690198e-05 2.869355e-05 8.248548e-06 [7,] 1.371906e-03 6.315225e-04 2.539951e-04 8.904748e-05 2.718395e-05 [8,] 3.275816e-03 1.599498e-03 6.827798e-04 2.541430e-04 8.238449e-05 [9,] 7.199394e-03 3.727079e-03 1.688200e-03 6.670656e-04 2.296062e-04 [10,] 1.456775e-02 7.991314e-03 3.839680e-03 1.610328e-03 5.884897e-04 [11,] 2.715184e-02 1.577012e-02 8.034313e-03 3.575564e-03 1.387160e-03 [12,] 4.664275e-02 2.865261e-02 1.546905e-02 7.303009e-03 3.007253e-03 [13,] 7.391476e-02 4.795306e-02 2.741282e-02 1.372296e-02 5.996563e-03 [14,] 1.081953e-01 7.397848e-02 4.472918e-02 2.372886e-02 1.099959e-02 [15,] 1.465821e-01 1.053215e-01 6.724257e-02 3.776926e-02 1.856418e-02 [16,] 1.843764e-01 1.386206e-01 9.322900e-02 5.537055e-02 2.883634e-02 [17,] 2.163975e-01 1.691689e-01 1.194120e-01 7.483767e-02 4.124906e-02 [18,] 2.388940e-01 1.923764e-01 1.417138e-01 9.341389e-02 5.439258e-02 [19,] 2.511951e-01 2.055663e-01 1.566369e-01 1.080223e-01 6.624304e-02 [20,] 2.562031e-01 2.092402e-01 1.627198e-01 1.163931e-01 7.477910e-02 [21,] 2.593335e-01 2.070854e-01 1.613306e-01 1.180858e-01 7.878572e-02 [22,] 2.662815e-01 2.045920e-01 1.563097e-01 1.148685e-01 7.847664e-02 [23,] 2.806051e-01 2.068605e-01 1.525444e-01 1.101934e-01 7.559830e-02 [24,] 3.022021e-01 2.165829e-01 1.540984e-01 1.079602e-01 7.291501e-02 [25,] 3.273186e-01 2.330621e-01 1.627152e-01 1.111018e-01 7.327511e-02 [26,] 3.500142e-01 2.526024e-01 1.772784e-01 1.205680e-01 7.863596e-02 [27,] 3.643913e-01 2.699915e-01 1.943383e-01 1.350471e-01 8.939577e-02 [28,] 3.666387e-01 2.803881e-01 2.093827e-01 1.514279e-01 1.042128e-01 [29,] 3.561203e-01 2.808718e-01 2.183186e-01 1.657691e-01 1.203166e-01 [30,] 3.352135e-01 2.711473e-01 2.186573e-01 1.744414e-01 1.342091e-01 [31,] 3.081541e-01 2.532835e-01 2.100736e-01 1.751205e-01 1.425908e-01 [32,] 2.795166e-01 2.307443e-01 1.942444e-01 1.673614e-01 1.432796e-01 [33,] 2.529963e-01 2.071975e-01 1.741181e-01 1.525917e-01 1.358345e-01 [34,] 2.308699e-01 1.855883e-01 1.529460e-01 1.335472e-01 1.216386e-01 [35,] 2.140627e-01 1.677270e-01 1.334510e-01 1.133866e-01 1.033907e-01 [36,] 2.024463e-01 1.543222e-01 1.173744e-01 9.483556e-02 8.421797e-02 [37,] 1.950280e-01 1.451822e-01 1.054053e-01 7.965065e-02 6.678776e-02 [38,] 1.900033e-01 1.393636e-01 9.732490e-02 6.848560e-02 5.274971e-02 [39,] 1.849353e-01 1.352731e-01 9.220040e-02 6.105064e-02 4.261989e-02 [40,] 1.773117e-01 1.309082e-01 8.859845e-02 5.639864e-02 3.600223e-02 [41,] 1.653954e-01 1.243669e-01 8.489130e-02 5.324024e-02 3.195326e-02 [42,] 1.489369e-01 1.144968e-01 7.968668e-02 5.027046e-02 2.934233e-02 [43,] 1.292750e-01 1.013449e-01 7.226193e-02 4.649079e-02 2.714524e-02 [44,] 1.087025e-01 8.610689e-02 6.278455e-02 4.145187e-02 2.465281e-02 [45,] 8.944398e-02 7.057012e-02 5.217412e-02 3.531438e-02 2.157281e-02 [46,] 7.282576e-02 5.635781e-02 4.166361e-02 2.868732e-02 1.800344e-02 [47,] 5.904337e-02 4.438285e-02 3.229570e-02 2.231952e-02 1.429081e-02 [48,] 4.752148e-02 3.474587e-02 2.460608e-02 1.679805e-02 1.083341e-02 [49,] 3.752215e-02 2.701852e-02 1.860374e-02 1.238780e-02 7.919382e-03 [50,] 2.860418e-02 2.065623e-02 1.397518e-02 9.048541e-03 5.655827e-03 [,46] [,47] [,48] [,49] [,50] [1,] 1.116899e-09 1.799080e-10 2.521076e-11 3.073338e-12 3.259248e-13 [2,] 5.945372e-09 1.017120e-09 1.513793e-10 1.959975e-11 2.207588e-12 [3,] 2.910186e-08 5.287733e-09 8.358371e-10 1.149384e-10 1.374968e-11 [4,] 1.309908e-07 2.527803e-08 4.243775e-09 6.198044e-10 7.874843e-11 [5,] 5.421749e-07 1.111201e-07 1.981333e-08 3.073392e-09 4.147292e-10 [6,] 2.063568e-06 4.491792e-07 8.506255e-08 1.401380e-08 2.008453e-09 [7,] 7.222394e-06 1.669650e-06 3.358116e-07 5.875830e-08 8.944029e-09 [8,] 2.324504e-05 5.707052e-06 1.219076e-06 2.265472e-07 3.662521e-08 [9,] 6.879703e-05 1.793827e-05 4.069524e-06 8.031999e-07 1.379118e-07 [10,] 1.872431e-04 5.184840e-05 1.249215e-05 2.618582e-06 4.775277e-07 [11,] 4.686481e-04 1.378099e-04 3.526249e-05 7.850314e-06 1.520449e-06 [12,] 1.078712e-03 3.368395e-04 9.153254e-05 2.164157e-05 4.451669e-06 [13,] 2.283497e-03 7.571345e-04 2.184893e-04 5.486232e-05 1.198542e-05 [14,] 4.445909e-03 1.565119e-03 4.796083e-04 1.278937e-04 2.967332e-05 [15,] 7.962204e-03 2.975588e-03 9.681900e-04 2.741719e-04 6.755651e-05 [16,] 1.311897e-02 5.203516e-03 1.797546e-03 5.405205e-04 1.414382e-04 [17,] 1.989312e-02 8.371539e-03 3.069709e-03 9.800522e-04 2.723235e-04 [18,] 2.777843e-02 1.239535e-02 4.822936e-03 1.634544e-03 4.822387e-04 [19,] 3.576168e-02 1.690327e-02 6.974626e-03 2.508313e-03 7.855631e-04 [20,] 4.254193e-02 2.126022e-02 9.292467e-03 3.543819e-03 1.177662e-03 [21,] 4.697374e-02 2.473601e-02 1.142859e-02 4.615722e-03 1.626201e-03 [22,] 4.857244e-02 2.678529e-02 1.302926e-02 5.558345e-03 2.072650e-03 [23,] 4.784337e-02 2.733075e-02 1.389270e-02 6.228396e-03 2.449583e-03 [24,] 4.625309e-02 2.691560e-02 1.411302e-02 6.585813e-03 2.712950e-03 [25,] 4.582425e-02 2.663976e-02 1.414398e-02 6.762091e-03 2.880677e-03 [26,] 4.850287e-02 2.788629e-02 1.474522e-02 7.086094e-03 3.064102e-03 [27,] 5.551930e-02 3.192122e-02 1.681503e-02 8.049813e-03 3.479053e-03 [28,] 6.692996e-02 3.947498e-02 2.114279e-02 1.021048e-02 4.426269e-03 [29,] 8.144939e-02 5.040380e-02 2.812623e-02 1.403507e-02 6.233566e-03 [30,] 9.662492e-02 6.352290e-02 3.751389e-02 1.970600e-02 9.156580e-03 [31,] 1.093636e-01 7.670786e-02 4.826332e-02 2.693449e-02 1.324907e-02 [32,] 1.167367e-01 8.732785e-02 5.862452e-02 3.486452e-02 1.824108e-02 [33,] 1.168482e-01 9.295866e-02 6.651442e-02 4.216122e-02 2.349040e-02 [34,] 1.094439e-01 9.215388e-02 7.011932e-02 4.732426e-02 2.807174e-02 [35,] 9.597987e-02 8.494778e-02 6.850766e-02 4.915119e-02 3.101612e-02 [36,] 7.909621e-02 7.283809e-02 6.197099e-02 4.716323e-02 3.162783e-02 [37,] 6.173436e-02 5.824199e-02 5.191439e-02 4.178637e-02 2.973959e-02 [38,] 4.629169e-02 4.368529e-02 4.034437e-02 3.419011e-02 2.577728e-02 [39,] 3.413570e-02 3.109308e-02 2.920540e-02 2.586383e-02 2.059818e-02 [40,] 2.556616e-02 2.144262e-02 1.986266e-02 1.813918e-02 1.518553e-02 [41,] 2.009591e-02 1.481369e-02 1.290524e-02 1.186512e-02 1.034747e-02 [42,] 1.684017e-02 1.068896e-02 8.255057e-03 7.329028e-03 6.543356e-03 [43,] 1.485554e-02 8.306797e-03 5.438226e-03 4.380883e-03 3.873793e-03 [44,] 1.336547e-02 6.932649e-03 3.860958e-03 2.643457e-03 2.187030e-03 [45,] 1.187259e-02 6.007534e-03 2.997080e-03 1.700187e-03 1.220132e-03 [46,] 1.017555e-02 5.192951e-03 2.471015e-03 1.207646e-03 7.109195e-04 [47,] 8.310249e-03 4.348172e-03 2.064471e-03 9.335226e-04 4.563935e-04 [48,] 6.443443e-03 3.471120e-03 1.683306e-03 7.471613e-04 3.255278e-04 [49,] 4.759594e-03 2.627819e-03 1.311610e-03 5.906516e-04 2.467843e-04 [50,] 3.380758e-03 1.891508e-03 9.689952e-04 4.483504e-04 1.880324e-04 > 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 65.3880 0.3547 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/722en1257688976.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] 16.76893 18.73754 20.70616 22.67477 24.64339 26.61200 28.58062 [8] 30.54924 32.51785 34.48647 36.45508 38.42370 40.39231 42.36093 [15] 44.32954 46.29816 48.26677 50.23539 52.20400 54.17262 56.14123 [22] 58.10985 60.07846 62.04708 64.01569 65.98431 67.95292 69.92154 [29] 71.89015 73.85877 75.82738 77.79600 79.76461 81.73323 83.70184 [36] 85.67046 87.63907 89.60769 91.57630 93.54492 95.51353 97.48215 [43] 99.45076 101.41938 103.38800 105.35661 107.32523 109.29384 111.26246 [50] 113.23107 $yords [1] 80.90802 81.34034 81.77267 82.20499 82.63732 83.06965 83.50197 [8] 83.93430 84.36662 84.79895 85.23127 85.66360 86.09593 86.52825 [15] 86.96058 87.39290 87.82523 88.25756 88.68988 89.12221 89.55453 [22] 89.98686 90.41919 90.85151 91.28384 91.71616 92.14849 92.58081 [29] 93.01314 93.44547 93.87779 94.31012 94.74244 95.17477 95.60710 [36] 96.03942 96.47175 96.90407 97.33640 97.76873 98.20105 98.63338 [43] 99.06570 99.49803 99.93035 100.36268 100.79501 101.22733 101.65966 [50] 102.09198 $zden [,1] [,2] [,3] [,4] [,5] [1,] 3.375719e-02 2.572955e-02 2.196406e-02 3.089804e-02 3.880539e-02 [2,] 5.542604e-02 5.672510e-02 4.192468e-02 3.868890e-02 5.414028e-02 [3,] 6.214246e-02 9.361781e-02 8.857249e-02 6.459650e-02 6.412549e-02 [4,] 4.672142e-02 1.068900e-01 1.461265e-01 1.288870e-01 9.435540e-02 [5,] 2.346348e-02 8.257686e-02 1.693737e-01 2.111727e-01 1.754069e-01 [6,] 8.295190e-03 4.297497e-02 1.341543e-01 2.475719e-01 2.832429e-01 [7,] 2.833630e-03 1.600870e-02 7.224975e-02 2.005276e-01 3.344072e-01 [8,] 1.512567e-03 6.033560e-03 2.835731e-02 1.115653e-01 2.761285e-01 [9,] 8.802079e-04 3.575901e-03 1.178712e-02 4.612087e-02 1.583629e-01 [10,] 3.649780e-04 2.204304e-03 7.704471e-03 2.112595e-02 6.891417e-02 [11,] 9.769719e-05 9.539446e-04 5.018170e-03 1.514168e-02 3.476058e-02 [12,] 1.664173e-05 2.659848e-04 2.266768e-03 1.040281e-02 2.719454e-02 [13,] 1.800716e-06 4.719875e-05 6.587753e-04 4.906960e-03 1.968871e-02 [14,] 1.237719e-07 5.322679e-06 1.218844e-04 1.487837e-03 9.705951e-03 [15,] 5.405855e-09 3.815282e-07 1.434104e-05 2.873736e-04 3.074561e-03 [16,] 1.500928e-10 1.739096e-08 1.073476e-06 3.533359e-05 6.210173e-04 [17,] 2.650620e-12 5.044199e-10 5.115407e-08 2.767214e-06 7.995877e-05 [18,] 2.979353e-14 9.316803e-12 1.553169e-09 1.381717e-07 6.568321e-06 [19,] 2.133260e-16 1.096865e-13 3.007870e-11 4.403642e-09 3.446631e-07 [20,] 9.739739e-19 8.240113e-16 3.719896e-13 8.970042e-11 1.156902e-08 [21,] 2.838851e-21 3.955165e-18 2.941952e-15 1.169514e-12 2.487853e-10 [22,] 5.289532e-24 1.214722e-20 1.490174e-17 9.775319e-15 3.432999e-12 [23,] 6.309888e-27 2.390838e-23 4.842063e-20 5.246459e-17 3.044526e-14 [24,] 4.826696e-30 3.020544e-26 1.010896e-22 1.810802e-19 1.737682e-16 [25,] 2.371377e-33 2.453343e-29 1.357990e-25 4.024471e-22 6.390042e-19 [26,] 7.494230e-37 1.282814e-32 1.175204e-28 5.764901e-25 1.515012e-21 [27,] 1.525383e-40 4.322698e-36 6.556847e-32 5.325141e-28 2.316252e-24 [28,] 2.001450e-44 9.392791e-40 2.359216e-35 3.171847e-31 2.282782e-27 [29,] 1.693577e-48 1.316193e-43 5.472996e-39 1.217572e-34 1.449084e-30 [30,] 9.240830e-53 1.188882e-47 8.179854e-43 3.009155e-38 5.917635e-34 [31,] 3.249318e-57 6.916035e-52 7.867375e-47 4.781698e-42 1.552364e-37 [32,] 7.355030e-62 2.587727e-56 4.862440e-51 4.877983e-46 2.611807e-41 [33,] 1.070251e-66 6.218208e-61 1.928099e-55 3.189476e-50 2.813834e-45 [34,] 9.995816e-72 9.580767e-66 4.897323e-60 1.334563e-54 1.938266e-49 [35,] 5.982453e-77 9.449992e-71 7.955632e-65 3.568344e-59 8.524974e-54 [36,] 2.290822e-82 5.958161e-76 8.254107e-70 6.088896e-64 2.391222e-58 [37,] 5.604367e-88 2.398051e-81 5.462705e-75 6.623163e-69 4.273174e-63 [38,] 8.748392e-94 6.154069e-87 2.303714e-80 4.588119e-74 4.860890e-68 [39,] 8.704123e-100 1.006006e-92 6.185212e-86 2.022603e-79 3.517367e-73 [40,] 5.514390e-106 1.046644e-98 1.056462e-91 5.670212e-85 1.618066e-78 [41,] 2.222981e-112 6.926078e-105 1.147338e-97 1.010407e-90 4.730133e-84 [42,] 5.698313e-119 2.913445e-111 7.918432e-104 1.143934e-96 8.783592e-90 [43,] 9.284007e-126 7.787384e-118 3.471806e-110 8.226068e-103 1.035832e-95 [44,] 9.609592e-133 1.322110e-124 9.666903e-117 3.756088e-109 7.755424e-102 [45,] 6.317461e-140 1.425413e-131 1.709057e-123 1.088845e-115 3.686093e-108 [46,] 2.637024e-147 9.756473e-139 1.918042e-130 2.003502e-122 1.111959e-114 [47,] 6.988130e-155 4.239130e-146 1.366327e-137 2.339795e-129 2.128873e-121 [48,] 1.175410e-162 1.168985e-153 6.176914e-145 1.734054e-136 2.586356e-128 [49,] 1.254803e-170 2.045842e-161 1.772136e-152 8.155252e-144 1.993890e-135 [50,] 8.500909e-179 2.272053e-169 3.226179e-160 2.433682e-151 9.753355e-143 [,6] [,7] [,8] [,9] [,10] [1,] 3.570212e-02 3.374061e-02 3.616639e-02 2.904139e-02 1.412979e-02 [2,] 6.261034e-02 5.514145e-02 5.215682e-02 5.239781e-02 3.769856e-02 [3,] 8.705078e-02 9.301378e-02 7.934465e-02 7.443852e-02 6.925256e-02 [4,] 9.932900e-02 1.284372e-01 1.276656e-01 1.064539e-01 9.782309e-02 [5,] 1.307589e-01 1.429872e-01 1.741299e-01 1.625216e-01 1.331592e-01 [6,] 2.241793e-01 1.716983e-01 1.905749e-01 2.175359e-01 1.927134e-01 [7,] 3.538071e-01 2.702426e-01 2.130097e-01 2.347966e-01 2.515232e-01 [8,] 4.184974e-01 4.134810e-01 3.085488e-01 2.488112e-01 2.676524e-01 [9,] 3.509417e-01 4.871165e-01 4.547869e-01 3.348273e-01 2.729176e-01 [10,] 2.069144e-01 4.129101e-01 5.303520e-01 4.742086e-01 3.463157e-01 [11,] 9.471751e-02 2.494345e-01 4.519233e-01 5.444561e-01 4.726663e-01 [12,] 5.260498e-02 1.200418e-01 2.785588e-01 4.635510e-01 5.326687e-01 [13,] 4.477448e-02 7.349148e-02 1.409354e-01 2.901583e-01 4.505198e-01 [14,] 3.415068e-02 6.790911e-02 9.538129e-02 1.545289e-01 2.850004e-01 [15,] 1.761632e-02 5.457692e-02 9.554237e-02 1.161362e-01 1.603413e-01 [16,] 5.840476e-03 2.950557e-02 8.092641e-02 1.258464e-01 1.345030e-01 [17,] 1.236441e-03 1.026099e-02 4.592907e-02 1.122863e-01 1.569143e-01 [18,] 1.671534e-04 2.282903e-03 1.679435e-02 6.698100e-02 1.471190e-01 [19,] 1.444680e-05 3.250467e-04 3.937889e-03 2.580505e-02 9.223071e-02 [20,] 7.994047e-07 2.965728e-05 5.923371e-04 6.392065e-03 3.747215e-02 [21,] 2.836455e-08 1.736597e-06 5.722971e-05 1.018166e-03 9.817250e-03 [22,] 6.463732e-10 6.535811e-08 3.556291e-06 1.043800e-04 1.657431e-03 [23,] 9.473869e-12 1.583119e-09 1.422972e-07 6.892960e-06 1.803477e-04 [24,] 8.942213e-14 2.470547e-11 3.669229e-09 2.933779e-07 1.264964e-05 [25,] 5.440188e-16 2.485470e-13 6.099520e-11 8.048984e-09 5.718421e-07 [26,] 2.134069e-18 1.612185e-15 6.535905e-13 1.422986e-10 1.665229e-08 [27,] 5.397321e-21 6.739763e-18 4.511699e-15 1.619817e-12 3.120869e-10 [28,] 8.795377e-24 1.814384e-20 2.004259e-17 1.185880e-14 3.759695e-12 [29,] 9.225313e-27 3.141516e-23 5.722273e-20 5.575949e-17 2.907297e-14 [30,] 6.219677e-30 3.493351e-26 1.048408e-22 1.681288e-19 1.440900e-16 [31,] 2.691206e-33 2.490908e-29 1.230728e-25 3.245985e-22 4.570252e-19 [32,] 7.461528e-37 1.137122e-32 9.242850e-29 4.006820e-25 9.264058e-22 [33,] 1.323543e-40 3.318538e-36 4.434563e-32 3.158078e-28 1.198576e-24 [34,] 1.499894e-44 6.182977e-40 1.357549e-35 1.587480e-31 9.886750e-28 [35,] 1.084540e-48 7.346018e-44 2.648810e-39 5.084165e-35 5.194620e-31 [36,] 4.998267e-53 5.560037e-48 3.291098e-43 1.036552e-38 1.737093e-34 [37,] 1.466839e-57 2.678632e-52 2.601935e-47 1.344373e-42 3.694683e-38 [38,] 2.739073e-62 8.208449e-57 1.308125e-51 1.108560e-46 4.995574e-42 [39,] 3.252510e-67 1.599138e-61 4.180094e-56 5.809175e-51 4.292058e-46 [40,] 2.454690e-72 1.979616e-66 8.486348e-61 1.933814e-55 2.342379e-50 [41,] 1.177016e-77 1.556718e-71 1.094289e-65 4.088365e-60 8.118150e-55 [42,] 3.584419e-83 7.773787e-77 8.959682e-71 5.487848e-65 1.786303e-59 [43,] 6.931336e-89 2.464743e-82 4.657303e-76 4.676390e-70 2.495136e-64 [44,] 8.508851e-95 4.960573e-88 1.536636e-81 2.529270e-75 2.212067e-69 [45,] 6.630326e-101 6.336864e-94 3.217872e-87 8.682126e-81 1.244628e-74 [46,] 3.278947e-107 5.137263e-100 4.276277e-93 1.891235e-86 4.443894e-80 [47,] 1.029086e-113 2.642957e-106 3.606209e-99 2.614230e-92 1.006843e-85 [48,] 2.049419e-120 8.627764e-113 1.929643e-105 2.292857e-98 1.447409e-91 [49,] 2.589832e-127 1.787137e-119 6.551589e-112 1.275994e-104 1.320250e-97 [50,] 2.076552e-134 2.348770e-126 1.411347e-118 4.505406e-111 7.640693e-104 [,11] [,12] [,13] [,14] [,15] [1,] 4.492735e-03 1.253759e-03 3.259933e-04 5.794235e-05 5.833192e-06 [2,] 1.693561e-02 5.653195e-03 1.822649e-03 4.804847e-04 7.747248e-05 [3,] 4.503162e-02 1.957290e-02 7.353284e-03 2.625120e-03 6.581795e-04 [4,] 8.368993e-02 5.023828e-02 2.262633e-02 9.845786e-03 3.616045e-03 [5,] 1.181915e-01 9.302902e-02 5.369775e-02 2.696010e-02 1.315838e-02 [6,] 1.552038e-01 1.313509e-01 9.630788e-02 5.698760e-02 3.319458e-02 [7,] 2.138308e-01 1.684976e-01 1.347733e-01 9.496498e-02 6.209587e-02 [8,] 2.708812e-01 2.231077e-01 1.705073e-01 1.288596e-01 9.225199e-02 [9,] 2.834144e-01 2.740863e-01 2.200379e-01 1.612763e-01 1.168926e-01 [10,] 2.810460e-01 2.809571e-01 2.634038e-01 2.062227e-01 1.434893e-01 [11,] 3.424250e-01 2.727600e-01 2.640101e-01 2.433351e-01 1.846076e-01 [12,] 4.545323e-01 3.252119e-01 2.518962e-01 2.391049e-01 2.184036e-01 [13,] 5.032801e-01 4.260088e-01 2.992053e-01 2.249649e-01 2.124343e-01 [14,] 4.211740e-01 4.662527e-01 3.935591e-01 2.701961e-01 1.983044e-01 [15,] 2.682969e-01 3.859213e-01 4.301168e-01 3.625389e-01 2.432452e-01 [16,] 1.605610e-01 2.474161e-01 3.535948e-01 4.000697e-01 3.359981e-01 [17,] 1.506994e-01 1.590763e-01 2.290464e-01 3.291802e-01 3.772887e-01 [18,] 1.873579e-01 1.661700e-01 1.597747e-01 2.171413e-01 3.132186e-01 [19,] 1.835138e-01 2.163614e-01 1.826215e-01 1.649973e-01 2.122285e-01 [20,] 1.206189e-01 2.191569e-01 2.432095e-01 2.009210e-01 1.748020e-01 [21,] 5.163068e-02 1.502062e-01 2.511127e-01 2.667777e-01 2.204671e-01 [22,] 1.429711e-02 6.751549e-02 1.779267e-01 2.759047e-01 2.854775e-01 [23,] 2.555889e-03 1.970855e-02 8.351198e-02 1.997821e-01 2.902810e-01 [24,] 2.947139e-04 3.720652e-03 2.558868e-02 9.717849e-02 2.118061e-01 [25,] 2.190439e-05 4.532379e-04 5.081617e-03 3.108619e-02 1.057794e-01 [26,] 1.048533e-06 3.557191e-05 6.514816e-04 6.465594e-03 3.510718e-02 [27,] 3.229228e-08 1.796245e-06 5.378659e-05 8.689939e-04 7.613177e-03 [28,] 6.390398e-10 5.827668e-08 2.854331e-06 7.520251e-05 1.068864e-03 [29,] 8.114327e-12 1.213009e-09 9.720332e-08 4.180344e-06 9.666347e-05 [30,] 6.601326e-14 1.617471e-11 2.120999e-09 1.489875e-07 5.613707e-06 [31,] 3.435864e-16 1.379734e-13 2.961137e-11 3.399072e-09 2.089109e-07 [32,] 1.142563e-18 7.519121e-16 2.641555e-13 4.957219e-11 4.973688e-09 [33,] 2.424562e-21 2.614756e-18 1.503913e-15 4.615743e-13 7.564858e-11 [34,] 3.279698e-24 5.796089e-21 5.458729e-18 2.740929e-15 7.341999e-13 [35,] 2.825449e-27 8.182588e-24 1.262041e-20 1.037043e-17 4.542309e-15 [36,] 1.549046e-30 7.351438e-27 1.857106e-23 2.497985e-20 1.789824e-17 [37,] 5.401217e-34 4.200586e-30 1.738220e-26 3.828115e-23 4.488453e-20 [38,] 1.197146e-37 1.525748e-33 1.034310e-29 3.730270e-26 7.159293e-23 [39,] 1.685992e-41 3.521402e-37 3.911049e-33 2.310258e-29 7.259627e-26 [40,] 1.508211e-45 5.162435e-41 9.394488e-37 9.090255e-33 4.677800e-29 [41,] 8.567741e-50 4.806161e-45 1.433122e-40 2.271793e-36 1.914775e-32 [42,] 3.090028e-54 2.840801e-49 1.388080e-44 3.605135e-40 4.977520e-36 [43,] 7.074474e-59 1.065920e-53 8.535013e-49 3.632156e-44 8.215723e-40 [44,] 1.027988e-63 2.538494e-58 3.331020e-53 2.322826e-48 8.608490e-44 [45,] 9.480183e-69 3.836779e-63 8.250894e-58 9.428451e-53 5.725460e-48 [46,] 5.547878e-74 3.679961e-68 1.296944e-62 2.428721e-57 2.416757e-52 [47,] 2.060203e-79 2.239730e-73 1.293674e-67 3.970195e-62 6.473996e-57 [48,] 4.854276e-85 8.649336e-79 8.187862e-73 4.118123e-67 1.100479e-61 [49,] 7.257281e-91 2.119371e-84 3.288199e-78 2.710424e-72 1.187010e-66 [50,] 6.883907e-97 3.294919e-90 8.378452e-84 1.131880e-77 8.123858e-72 [,16] [,17] [,18] [,19] [,20] [1,] 3.171480e-07 9.775900e-09 3.430080e-10 3.459640e-11 2.932674e-12 [2,] 6.853562e-06 3.286393e-07 1.066638e-08 7.918422e-10 9.875849e-11 [3,] 9.431967e-05 7.312760e-06 3.201736e-07 1.542098e-08 2.156926e-09 [4,] 8.271453e-04 1.042905e-04 7.127472e-06 3.248086e-07 3.282911e-08 [5,] 4.646039e-03 9.473577e-04 1.047321e-04 6.514930e-06 4.311457e-07 [6,] 1.692667e-02 5.487746e-03 9.859435e-04 9.603469e-05 6.149752e-06 [7,] 4.110966e-02 2.039650e-02 5.914631e-03 9.322096e-04 8.240290e-05 [8,] 7.015165e-02 4.936879e-02 2.265585e-02 5.797911e-03 8.047776e-04 [9,] 9.155121e-02 8.042310e-02 5.584920e-02 2.301164e-02 5.168779e-03 [10,] 1.035856e-01 9.454080e-02 9.030255e-02 5.850973e-02 2.131032e-02 [11,] 1.214897e-01 9.302723e-02 1.003464e-01 9.644200e-02 5.634649e-02 [12,] 1.585376e-01 9.977276e-02 8.721653e-02 1.062403e-01 9.644667e-02 [13,] 1.915764e-01 1.310787e-01 8.175843e-02 8.597700e-02 1.094552e-01 [14,] 1.874825e-01 1.640771e-01 1.048095e-01 6.940325e-02 8.812961e-02 [15,] 1.756296e-01 1.646628e-01 1.363710e-01 8.196144e-02 6.364664e-02 [16,] 2.209182e-01 1.573723e-01 1.428288e-01 1.094048e-01 6.461880e-02 [17,] 3.139824e-01 2.028789e-01 1.420294e-01 1.213917e-01 8.519345e-02 [18,] 3.592464e-01 2.939622e-01 1.872192e-01 1.284811e-01 1.016098e-01 [19,] 3.025030e-01 3.410553e-01 2.726217e-01 1.727969e-01 1.177423e-01 [20,] 2.118963e-01 2.916736e-01 3.177678e-01 2.483593e-01 1.611745e-01 [21,] 1.871498e-01 2.119964e-01 2.754153e-01 2.869543e-01 2.232182e-01 [22,] 2.392563e-01 1.987138e-01 2.081827e-01 2.506982e-01 2.504176e-01 [23,] 2.976742e-01 2.544576e-01 2.059251e-01 1.974404e-01 2.182156e-01 [24,] 2.924008e-01 3.021668e-01 2.631615e-01 2.059802e-01 1.791920e-01 [25,] 2.115461e-01 2.826319e-01 2.983703e-01 2.630916e-01 1.976605e-01 [26,] 1.072531e-01 1.992117e-01 2.633236e-01 2.862403e-01 2.532370e-01 [27,] 3.666898e-02 1.011342e-01 1.776770e-01 2.377156e-01 2.662737e-01 [28,] 8.252462e-03 3.531276e-02 8.884073e-02 1.512749e-01 2.087955e-01 [29,] 1.206326e-03 8.205439e-03 3.133367e-02 7.310243e-02 1.241586e-01 [30,] 1.137196e-04 1.244861e-03 7.470212e-03 2.567271e-02 5.687485e-02 [31,] 6.885674e-06 1.220621e-04 1.172088e-03 6.227264e-03 1.952927e-02 [32,] 2.671168e-07 7.693477e-06 1.192901e-04 1.006009e-03 4.763678e-03 [33,] 6.627001e-09 3.107274e-07 7.816050e-06 1.060244e-04 7.874526e-04 [34,] 1.049986e-10 8.025341e-09 3.283454e-07 7.211961e-06 8.567297e-05 [35,] 1.061199e-12 1.323509e-10 8.822066e-09 3.148664e-07 6.040565e-06 [36,] 6.834905e-15 1.392064e-12 1.513517e-10 8.795862e-09 2.738513e-07 [37,] 2.803063e-17 9.329168e-15 1.655951e-12 1.569180e-10 7.949941e-09 [38,] 7.314736e-20 3.980432e-17 1.154322e-14 1.785363e-12 1.474331e-10 [39,] 1.213901e-22 1.080525e-19 5.122510e-17 1.294196e-14 1.743996e-12 [40,] 1.280484e-25 1.865134e-22 1.446185e-19 5.972240e-17 1.314422e-14 [41,] 8.582513e-29 2.046300e-25 2.596118e-22 1.753314e-19 6.306740e-17 [42,] 3.653900e-32 1.426400e-28 2.961983e-25 3.272850e-22 1.925118e-19 [43,] 9.878765e-36 6.315486e-32 2.147095e-28 3.882879e-25 3.736499e-22 [44,] 1.695710e-39 1.775613e-35 9.885350e-32 2.926696e-28 4.609206e-25 [45,] 1.847762e-43 3.169521e-39 2.890103e-35 1.401139e-31 3.612393e-28 [46,] 1.277954e-47 3.591380e-43 5.364383e-39 4.259428e-35 1.798184e-31 [47,] 5.609563e-52 2.582921e-47 6.320593e-43 8.220864e-39 5.683980e-35 [48,] 1.562556e-56 1.178921e-51 4.726722e-47 1.007164e-42 1.140658e-38 [49,] 2.761997e-61 3.414781e-56 2.243359e-51 7.831791e-47 1.453080e-42 [50,] 3.097853e-66 6.276401e-61 6.756668e-56 3.865008e-51 1.174886e-46 [,21] [,22] [,23] [,24] [,25] [1,] 1.361142e-13 3.361102e-15 4.409295e-17 3.072809e-19 1.137579e-21 [2,] 7.468969e-12 3.022035e-13 6.497817e-15 7.421992e-17 4.503530e-19 [3,] 2.602944e-10 1.723857e-11 6.074723e-13 1.137272e-14 1.131054e-16 [4,] 5.784892e-09 6.239957e-10 3.602946e-11 1.105544e-12 1.802109e-14 [5,] 8.352242e-08 1.434654e-08 1.355736e-09 6.817863e-11 1.821538e-12 [6,] 8.458301e-07 2.104333e-07 3.237276e-08 2.667430e-09 1.168053e-10 [7,] 7.498099e-06 2.008854e-06 4.910335e-07 6.621042e-08 4.751690e-09 [8,] 7.245281e-05 1.354569e-05 4.753761e-06 1.042933e-06 1.226327e-07 [9,] 6.491767e-04 8.119589e-05 3.001352e-05 1.043663e-05 2.007964e-06 [10,] 4.212967e-03 5.329606e-04 1.349445e-04 6.669388e-05 2.086473e-05 [11,] 1.801675e-02 3.211710e-03 5.498410e-04 2.786740e-04 1.377546e-04 [12,] 4.987816e-02 1.401892e-02 2.482359e-03 8.391034e-04 5.812427e-04 [13,] 9.011569e-02 4.088539e-02 1.030538e-02 2.371153e-03 1.611126e-03 [14,] 1.089372e-01 7.948715e-02 3.161047e-02 7.731046e-03 3.306102e-03 [15,] 9.300099e-02 1.059201e-01 6.773050e-02 2.393971e-02 6.997908e-03 [16,] 6.518800e-02 1.011825e-01 1.030143e-01 5.765345e-02 1.902192e-02 [17,] 5.475827e-02 7.493700e-02 1.140224e-01 1.025081e-01 5.072847e-02 [18,] 6.647111e-02 5.407315e-02 9.373594e-02 1.322406e-01 1.050292e-01 [19,] 8.638688e-02 5.580357e-02 6.362867e-02 1.214717e-01 1.546671e-01 [20,] 1.131070e-01 7.896687e-02 5.479770e-02 8.343659e-02 1.561654e-01 [21,] 1.569501e-01 1.187018e-01 8.150862e-02 6.379706e-02 1.120997e-01 [22,] 2.031337e-01 1.661700e-01 1.373922e-01 9.439343e-02 8.204869e-02 [23,] 2.141762e-01 1.962090e-01 1.935714e-01 1.692750e-01 1.165137e-01 [24,] 1.823859e-01 1.867123e-01 2.097021e-01 2.400571e-01 2.115684e-01 [25,] 1.556234e-01 1.500009e-01 1.762895e-01 2.470245e-01 3.017266e-01 [26,] 1.818665e-01 1.311699e-01 1.282605e-01 1.884313e-01 3.060748e-01 [27,] 2.344058e-01 1.617516e-01 1.114554e-01 1.230637e-01 2.244255e-01 [28,] 2.398072e-01 2.095859e-01 1.423349e-01 1.021420e-01 1.380613e-01 [29,] 1.788461e-01 2.094842e-01 1.838373e-01 1.295678e-01 1.080519e-01 [30,] 9.920128e-02 1.497824e-01 1.794719e-01 1.634444e-01 1.290581e-01 [31,] 4.238094e-02 7.787927e-02 1.237803e-01 1.550119e-01 1.543536e-01 [32,] 1.392531e-02 3.073891e-02 6.086816e-02 1.035691e-01 1.411767e-01 [33,] 3.360753e-03 9.449503e-03 2.218529e-02 4.873788e-02 9.203950e-02 [34,] 5.632592e-04 2.207434e-03 6.257799e-03 1.656903e-02 4.225884e-02 [35,] 6.297495e-05 3.698792e-04 1.375400e-03 4.245762e-03 1.375668e-02 [36,] 4.592487e-06 4.219016e-05 2.253321e-04 8.488772e-04 3.246543e-03 [37,] 2.159704e-07 3.171413e-06 2.589001e-05 1.309715e-04 5.759728e-04 [38,] 6.511878e-09 1.544633e-07 1.993538e-06 1.476979e-05 7.895959e-05 [39,] 1.255001e-10 4.833721e-09 1.002720e-07 1.148733e-06 8.246919e-06 [40,] 1.543137e-12 9.677524e-11 3.252489e-09 5.926805e-08 6.233095e-07 [41,] 1.209096e-14 1.236677e-12 6.760708e-11 1.986552e-09 3.230903e-08 [42,] 6.031375e-17 1.007217e-14 8.976126e-13 4.281181e-11 1.107824e-09 [43,] 1.914154e-19 5.223228e-17 7.598212e-15 5.902010e-13 2.463837e-11 [44,] 3.862720e-22 1.723363e-19 4.095881e-17 5.190965e-15 3.519450e-13 [45,] 4.954274e-25 3.615720e-22 1.404916e-19 2.908388e-17 3.213281e-15 [46,] 4.037100e-28 4.821527e-25 3.064415e-22 1.037010e-19 1.870389e-17 [47,] 2.089511e-31 4.085034e-28 4.248552e-25 2.351540e-22 6.931316e-20 [48,] 6.867376e-35 2.198305e-31 3.742452e-28 3.389457e-25 1.633841e-22 [49,] 1.432970e-38 7.512218e-35 2.093977e-31 3.104231e-28 2.448289e-25 [50,] 1.898063e-42 1.629847e-38 7.440062e-35 1.805857e-31 2.331205e-28 [,26] [,27] [,28] [,29] [,30] [1,] 2.237191e-24 2.337246e-27 1.297123e-30 3.824164e-34 5.989211e-38 [2,] 1.451649e-21 2.485705e-24 2.261065e-27 1.092585e-30 2.804628e-34 [3,] 5.975555e-19 1.677076e-21 2.500360e-24 1.980301e-27 8.331775e-31 [4,] 1.560497e-16 7.178338e-19 1.754126e-21 2.277069e-24 1.570251e-27 [5,] 2.585273e-14 1.949188e-16 7.806872e-19 1.661035e-21 1.877406e-24 [6,] 2.717171e-12 3.357771e-14 2.204252e-16 7.686876e-19 1.424020e-21 [7,] 1.811705e-10 3.669508e-12 3.948248e-14 2.256729e-16 6.852231e-19 [8,] 7.663457e-09 2.544083e-10 4.486573e-12 4.203166e-14 2.091779e-16 [9,] 2.056478e-07 1.118961e-08 3.234334e-10 4.966300e-12 4.050967e-14 [10,] 3.501026e-06 3.122224e-07 1.479177e-08 3.722671e-10 4.976992e-12 [11,] 3.781499e-05 5.526862e-06 4.291597e-07 1.770271e-08 3.879168e-10 [12,] 2.592135e-04 6.206772e-05 7.899188e-06 5.340586e-07 1.918112e-08 [13,] 1.129281e-03 4.422414e-04 9.223883e-05 1.022123e-05 6.016912e-07 [14,] 3.149973e-03 1.999998e-03 6.833227e-04 1.241040e-04 1.197401e-05 [15,] 5.853017e-03 5.753345e-03 3.212033e-03 9.559768e-04 1.511742e-04 [16,] 8.800711e-03 1.067072e-02 9.588012e-03 4.672272e-03 1.210883e-03 [17,] 1.741668e-02 1.394156e-02 1.827561e-02 1.449529e-02 6.154035e-03 [18,] 4.706948e-02 1.950132e-02 2.319353e-02 2.863070e-02 1.985334e-02 [19,] 1.093541e-01 4.612731e-02 2.572740e-02 3.682841e-02 4.074470e-02 [20,] 1.780169e-01 1.133355e-01 4.749669e-02 3.645469e-02 5.398542e-02 [21,] 1.937393e-01 1.979243e-01 1.152587e-01 5.130163e-02 5.141105e-02 [22,] 1.467469e-01 2.288146e-01 2.106939e-01 1.148281e-01 5.799802e-02 [23,] 1.080974e-01 1.834444e-01 2.563122e-01 2.148706e-01 1.133374e-01 [24,] 1.461898e-01 1.401719e-01 2.180734e-01 2.731838e-01 2.118997e-01 [25,] 2.598953e-01 1.820787e-01 1.764380e-01 2.474088e-01 2.795160e-01 [26,] 3.710030e-01 3.101857e-01 2.235246e-01 2.150838e-01 2.699777e-01 [27,] 3.796426e-01 4.393080e-01 3.601117e-01 2.701346e-01 2.542463e-01 [28,] 2.812137e-01 4.576813e-01 4.999413e-01 4.092472e-01 3.207686e-01 [29,] 1.744642e-01 3.524858e-01 5.304086e-01 5.497578e-01 4.578435e-01 [30,] 1.326835e-01 2.312684e-01 4.304218e-01 5.909041e-01 5.889230e-01 [31,] 1.448842e-01 1.779749e-01 3.055135e-01 5.074321e-01 6.362278e-01 [32,] 1.604020e-01 1.789147e-01 2.440220e-01 3.924141e-01 5.774179e-01 [33,] 1.411682e-01 1.821417e-01 2.307180e-01 3.285552e-01 4.855045e-01 [34,] 9.124202e-02 1.548907e-01 2.168554e-01 2.977483e-01 4.263152e-01 [35,] 4.217390e-02 1.012098e-01 1.785963e-01 2.596990e-01 3.754132e-01 [36,] 1.375711e-02 4.859113e-02 1.192304e-01 2.059771e-01 3.052587e-01 [37,] 3.148051e-03 1.656612e-02 6.033841e-02 1.401211e-01 2.303327e-01 [38,] 5.094604e-04 3.898127e-03 2.185784e-02 7.469477e-02 1.576619e-01 [39,] 5.991067e-05 6.218352e-04 5.424568e-03 2.871718e-02 8.782000e-02 [40,] 5.289036e-06 6.717343e-05 8.959927e-04 7.528845e-03 3.561704e-02 [41,] 3.526098e-07 5.013527e-06 9.705170e-05 1.302679e-03 9.825032e-03 [42,] 1.715393e-08 2.685988e-07 6.883013e-06 1.461926e-04 1.780174e-03 [43,] 5.792118e-10 1.069676e-08 3.238085e-07 1.055997e-05 2.082567e-04 [44,] 1.304508e-11 3.167539e-10 1.041951e-08 4.907082e-07 1.560244e-05 [45,] 1.913862e-13 6.718830e-12 2.398859e-10 1.477419e-08 7.460847e-07 [46,] 1.806624e-15 9.744349e-14 4.100405e-12 2.935368e-10 2.276985e-08 [47,] 1.090588e-17 9.337258e-16 5.195254e-14 3.982843e-12 4.450843e-10 [48,] 4.197055e-20 5.796319e-18 4.691180e-16 3.870618e-14 5.624727e-12 [49,] 1.028061e-22 2.307810e-20 2.882386e-18 2.797947e-16 4.687600e-14 [50,] 1.601306e-25 5.864365e-23 1.165990e-20 1.499745e-18 2.669917e-16 [,31] [,32] [,33] [,34] [,35] [1,] 4.982879e-42 2.202258e-46 5.170517e-51 6.448777e-56 4.272657e-61 [2,] 3.824483e-38 2.770432e-42 1.066105e-46 2.179366e-51 2.366669e-56 [3,] 1.862179e-34 2.210968e-38 1.394509e-42 4.672378e-47 8.316334e-52 [4,] 5.752278e-31 1.119406e-34 1.157214e-38 6.355019e-43 1.853948e-47 [5,] 1.127237e-27 3.595421e-31 6.092027e-35 5.483421e-39 2.621915e-43 [6,] 1.401393e-24 7.326239e-28 2.034604e-31 3.001625e-35 2.352396e-39 [7,] 1.105254e-21 9.470432e-25 4.310773e-28 1.042361e-31 1.338931e-35 [8,] 5.530099e-19 7.766534e-22 5.794278e-25 2.296408e-28 4.834774e-32 [9,] 1.755343e-16 4.040572e-19 4.940846e-22 3.209500e-25 1.107518e-28 [10,] 3.534735e-14 1.333596e-16 2.672817e-19 2.845719e-22 1.609504e-25 [11,] 4.515595e-12 2.792344e-14 9.172770e-17 1.600699e-19 1.483872e-22 [12,] 3.659626e-10 3.709172e-12 1.997078e-14 5.712035e-17 8.678890e-20 [13,] 1.881579e-08 3.125712e-10 2.758375e-12 1.293110e-14 3.220292e-17 [14,] 6.137245e-07 1.671035e-08 2.416995e-10 1.857137e-12 7.580364e-15 [15,] 1.269970e-05 5.667469e-07 1.343582e-08 1.692067e-10 1.132007e-12 [16,] 1.667214e-04 1.219456e-05 4.738298e-07 9.780454e-09 1.072445e-10 [17,] 1.388648e-03 1.664685e-04 1.060135e-05 3.586537e-07 6.445720e-09 [18,] 7.339529e-03 1.441889e-03 1.504913e-04 8.344257e-06 2.457842e-07 [19,] 2.462931e-02 7.926574e-03 1.355655e-03 1.231821e-04 5.946445e-06 [20,] 5.258908e-02 2.767876e-02 7.753227e-03 1.154230e-03 9.130081e-05 [21,] 7.230649e-02 6.156375e-02 2.818997e-02 6.870514e-03 8.901282e-04 [22,] 6.915855e-02 8.827917e-02 6.542762e-02 2.603929e-02 5.518703e-03 [23,] 6.783957e-02 8.707454e-02 9.836987e-02 6.324579e-02 2.184472e-02 [24,] 1.130800e-01 8.047493e-02 1.021089e-01 1.004582e-01 5.579751e-02 [25,] 2.056244e-01 1.164298e-01 9.504170e-02 1.120192e-01 9.473724e-02 [26,] 2.785014e-01 2.008846e-01 1.251177e-01 1.107092e-01 1.163057e-01 [27,] 2.863021e-01 2.752178e-01 2.018518e-01 1.399953e-01 1.271551e-01 [28,] 2.918253e-01 2.983446e-01 2.746617e-01 2.108187e-01 1.611286e-01 [29,] 3.724535e-01 3.252835e-01 3.083276e-01 2.798711e-01 2.278502e-01 [30,] 5.048792e-01 4.198498e-01 3.516030e-01 3.174553e-01 2.909826e-01 [31,] 6.190196e-01 5.464832e-01 4.557660e-01 3.675836e-01 3.252070e-01 [32,] 6.668052e-01 6.405804e-01 5.757557e-01 4.728193e-01 3.705548e-01 [33,] 6.363032e-01 6.845277e-01 6.513781e-01 5.844208e-01 4.657918e-01 [34,] 5.770634e-01 6.817572e-01 6.904890e-01 6.464648e-01 5.658413e-01 [35,] 5.288306e-01 6.588903e-01 7.122120e-01 6.834500e-01 6.201340e-01 [36,] 4.569832e-01 6.251116e-01 7.231840e-01 7.256249e-01 6.599077e-01 [37,] 3.486732e-01 5.337625e-01 7.033447e-01 7.631957e-01 7.187996e-01 [38,] 2.468147e-01 3.859405e-01 5.960136e-01 7.530861e-01 7.736458e-01 [39,] 1.667105e-01 2.536776e-01 4.136672e-01 6.346752e-01 7.672140e-01 [40,] 9.588356e-02 1.650289e-01 2.520349e-01 4.288242e-01 6.433312e-01 [41,] 4.075223e-02 9.644865e-02 1.538783e-01 2.444421e-01 4.288799e-01 [42,] 1.178213e-02 4.264281e-02 8.939844e-02 1.370765e-01 2.331938e-01 [43,] 2.231195e-03 1.287693e-02 4.071502e-02 7.686528e-02 1.190636e-01 [44,] 2.721399e-04 2.544350e-03 1.279182e-02 3.552513e-02 6.218663e-02 [45,] 2.121521e-05 3.233430e-04 2.632985e-03 1.154743e-02 2.848195e-02 [46,] 1.053350e-06 2.623585e-05 3.483914e-04 2.470930e-03 9.487744e-03 [47,] 3.326336e-08 1.354712e-06 2.941595e-05 3.401503e-04 2.103511e-03 [48,] 6.681093e-10 4.445021e-08 1.579931e-06 2.987700e-05 3.009089e-04 [49,] 8.549509e-12 9.262512e-10 5.390484e-08 1.669022e-06 2.748321e-05 [50,] 7.001363e-14 1.225841e-11 1.167562e-09 5.921830e-08 1.596599e-06 [,36] [,37] [,38] [,39] [,40] [1,] 1.503822e-66 2.811724e-72 2.792716e-78 1.473528e-84 4.130168e-91 [2,] 1.365283e-61 4.183944e-67 6.811247e-73 5.890404e-79 2.706084e-85 [3,] 7.863274e-57 3.949599e-62 1.053853e-67 1.493774e-73 1.124780e-79 [4,] 2.873134e-52 2.365332e-57 1.034442e-62 2.403244e-68 2.965972e-74 [5,] 6.659833e-48 8.986408e-53 6.441493e-58 2.452814e-63 4.961582e-69 [6,] 9.793589e-44 2.165965e-48 2.544712e-53 1.588193e-58 5.265575e-64 [7,] 9.136424e-40 3.311862e-44 6.377431e-49 6.523744e-54 3.545078e-59 [8,] 5.407305e-36 3.212651e-40 1.013967e-44 1.700051e-49 1.514180e-54 [9,] 2.030215e-32 1.977020e-36 1.022723e-40 2.810491e-45 4.102837e-50 [10,] 4.835816e-29 7.718368e-33 6.544233e-37 2.947608e-41 7.052747e-46 [11,] 7.307365e-26 1.911626e-29 2.656580e-33 1.961194e-37 7.691227e-42 [12,] 7.005111e-23 3.003612e-26 6.841484e-30 8.278171e-34 5.321035e-38 [13,] 4.260226e-20 2.993974e-23 1.117741e-26 2.216724e-30 2.335393e-34 [14,] 1.643667e-17 1.893283e-20 1.158497e-23 3.765756e-27 6.502600e-31 [15,] 4.023083e-15 7.595335e-18 7.617504e-21 4.058413e-24 1.148623e-27 [16,] 6.246973e-13 1.933050e-15 3.177566e-18 2.774752e-21 1.287158e-24 [17,] 6.153871e-11 3.121083e-13 8.408943e-16 1.203528e-18 9.150592e-22 [18,] 3.845974e-09 3.196997e-11 1.411756e-13 3.311748e-16 4.127000e-19 [19,] 1.524990e-07 2.077635e-09 1.503694e-11 5.781418e-14 1.180842e-16 [20,] 3.837014e-06 8.567014e-08 1.016179e-09 6.403344e-12 2.143551e-14 [21,] 6.128507e-05 2.242018e-06 4.357847e-08 4.500188e-10 2.468880e-12 [22,] 6.219960e-04 3.726456e-05 1.186501e-06 2.007446e-08 1.804612e-10 [23,] 4.021972e-03 3.940783e-04 2.053499e-05 5.688724e-07 8.376033e-09 [24,] 1.668371e-02 2.663931e-03 2.266422e-04 1.026355e-05 2.472398e-07 [25,] 4.518767e-02 1.164840e-02 1.608263e-03 1.185628e-04 4.659293e-06 [26,] 8.349304e-02 3.390669e-02 7.486106e-03 8.894042e-04 5.661580e-05 [27,] 1.161409e-01 6.990164e-02 2.389948e-02 4.476638e-03 4.542313e-04 [28,] 1.443719e-01 1.132849e-01 5.662471e-02 1.610724e-02 2.529402e-03 [29,] 1.877309e-01 1.617245e-01 1.087753e-01 4.502278e-02 1.056743e-02 [30,] 2.511286e-01 2.176291e-01 1.769705e-01 1.023722e-01 3.526104e-02 [31,] 3.055622e-01 2.774413e-01 2.466284e-01 1.862784e-01 9.311779e-02 [32,] 3.295954e-01 3.198238e-01 3.024625e-01 2.686876e-01 1.856492e-01 [33,] 3.593032e-01 3.282120e-01 3.299481e-01 3.210705e-01 2.775150e-01 [34,] 4.337357e-01 3.347629e-01 3.194223e-01 3.329479e-01 3.282300e-01 [35,] 5.181045e-01 3.807821e-01 3.000275e-01 3.030798e-01 3.270511e-01 [36,] 5.689736e-01 4.456282e-01 3.151129e-01 2.595964e-01 2.805255e-01 [37,] 6.159379e-01 4.944739e-01 3.583257e-01 2.464754e-01 2.182050e-01 [38,] 6.880315e-01 5.499987e-01 4.037243e-01 2.685988e-01 1.833866e-01 [39,] 7.512711e-01 6.311305e-01 4.651611e-01 3.076797e-01 1.875763e-01 [40,] 7.431471e-01 6.958201e-01 5.498303e-01 3.693721e-01 2.177998e-01 [41,] 6.196918e-01 6.832639e-01 6.112244e-01 4.510226e-01 2.734207e-01 [42,] 4.123051e-01 5.661342e-01 5.946275e-01 5.060663e-01 3.457358e-01 [43,] 2.192224e-01 3.792133e-01 4.892654e-01 4.879911e-01 3.924866e-01 [44,] 1.030232e-01 2.020512e-01 3.318494e-01 3.986813e-01 3.759940e-01 [45,] 4.847620e-02 8.996299e-02 1.806646e-01 2.746551e-01 3.051367e-01 [46,] 2.122675e-02 3.756124e-02 7.901713e-02 1.547089e-01 2.136834e-01 [47,] 7.124607e-03 1.501805e-02 2.972411e-02 6.856365e-02 1.252979e-01 [48,] 1.626546e-03 4.932250e-03 1.041700e-02 2.417237e-02 5.741189e-02 [49,] 2.412780e-04 1.145857e-03 3.200686e-03 7.345006e-03 1.980848e-02 [50,] 2.289819e-05 1.755258e-04 7.400790e-04 2.002666e-03 5.373413e-03 [,41] [,42] [,43] [,44] [,45] [1,] 6.149711e-98 4.864257e-105 2.043909e-112 4.562242e-120 5.409693e-128 [2,] 6.604120e-92 8.561771e-99 5.896513e-106 2.157243e-113 4.192568e-121 [3,] 4.499121e-86 9.560107e-93 1.079147e-99 6.470993e-107 2.061287e-114 [4,] 1.944527e-80 6.772296e-87 1.252970e-93 1.231453e-100 6.429425e-108 [5,] 5.331550e-75 3.043420e-81 9.228964e-88 1.486676e-94 1.272206e-101 [6,] 9.273974e-70 8.676833e-76 4.312597e-82 1.138647e-88 1.597045e-95 [7,] 1.023369e-64 1.569329e-70 1.278433e-76 5.532417e-83 1.271830e-89 [8,] 7.164250e-60 1.800692e-65 2.404308e-71 1.705351e-77 6.425619e-84 [9,] 3.181734e-55 1.310747e-60 2.868508e-66 3.334772e-72 2.059462e-78 [10,] 8.964468e-51 6.052939e-56 2.171150e-61 4.137011e-67 4.187559e-73 [11,] 1.602317e-46 1.773278e-51 1.042526e-56 3.255895e-62 5.401711e-68 [12,] 1.816919e-42 3.295723e-47 3.175756e-52 1.625614e-57 4.420435e-63 [13,] 1.307031e-38 3.885865e-43 6.137206e-48 5.149055e-53 2.294890e-58 [14,] 5.964850e-35 2.906618e-39 7.524150e-44 1.034668e-48 7.558262e-54 [15,] 1.726937e-31 1.379277e-35 5.852043e-40 1.318978e-44 1.579230e-49 [16,] 3.171882e-28 4.152203e-32 2.887493e-36 1.066689e-40 2.093302e-45 [17,] 3.695901e-25 7.929906e-29 9.038503e-33 5.472674e-37 1.760274e-41 [18,] 2.732062e-22 9.607796e-26 1.794890e-29 1.781259e-33 9.390616e-38 [19,] 1.281238e-19 7.384936e-23 2.261233e-26 3.678069e-30 3.178136e-34 [20,] 3.811948e-17 3.601160e-20 1.807266e-23 4.818139e-27 6.823639e-31 [21,] 7.195640e-15 1.114117e-17 9.163953e-21 4.004213e-24 9.294669e-28 [22,] 8.619074e-13 2.187028e-15 2.948191e-18 2.111306e-21 8.032247e-25 [23,] 6.553814e-11 2.724786e-13 6.018978e-16 7.063799e-19 4.404183e-22 [24,] 3.166789e-09 2.156118e-11 7.801801e-14 1.500108e-16 1.532558e-19 [25,] 9.749984e-08 1.085621e-09 6.428705e-12 2.023870e-14 3.386501e-17 [26,] 1.925917e-06 3.494778e-08 3.378602e-10 1.738606e-12 4.759305e-15 [27,] 2.482484e-05 7.279405e-07 1.142014e-08 9.565418e-11 4.271108e-13 [28,] 2.169039e-04 1.009074e-05 2.533716e-07 3.419566e-09 2.472608e-11 [29,] 1.375489e-03 9.847931e-05 3.855907e-06 8.211184e-08 9.460861e-10 [30,] 6.825220e-03 7.318502e-04 4.330573e-05 1.410086e-06 2.516476e-08 [31,] 2.695589e-02 4.334720e-03 3.837801e-04 1.870522e-05 5.023430e-07 [32,] 8.047644e-02 1.978325e-02 2.672930e-03 1.972223e-04 7.958247e-06 [33,] 1.730071e-01 6.512790e-02 1.370373e-02 1.572276e-03 9.780686e-05 [34,] 2.690806e-01 1.495580e-01 4.887060e-02 8.842934e-03 8.681667e-04 [35,] 3.204931e-01 2.435704e-01 1.194764e-01 3.382338e-02 5.272749e-03 [36,] 3.118306e-01 2.973790e-01 2.054705e-01 8.816377e-02 2.155613e-02 [37,] 2.540369e-01 2.881544e-01 2.616682e-01 1.617182e-01 6.021857e-02 [38,] 1.797615e-01 2.260377e-01 2.578519e-01 2.183486e-01 1.191050e-01 [39,] 1.312396e-01 1.467243e-01 1.983483e-01 2.231445e-01 1.728920e-01 [40,] 1.223159e-01 9.187546e-02 1.199473e-01 1.717421e-01 1.861631e-01 [41,] 1.427130e-01 7.497702e-02 6.435074e-02 9.888080e-02 1.460324e-01 [42,] 1.876046e-01 8.638901e-02 4.381581e-02 4.618748e-02 8.204177e-02 [43,] 2.461123e-01 1.187937e-01 4.830498e-02 2.504990e-02 3.449449e-02 [44,] 2.835029e-01 1.618675e-01 6.918801e-02 2.502376e-02 1.457915e-02 [45,] 2.707293e-01 1.897609e-01 9.796571e-02 3.697446e-02 1.211890e-02 [46,] 2.184523e-01 1.813408e-01 1.171931e-01 5.438778e-02 1.810333e-02 [47,] 1.553683e-01 1.456873e-01 1.125176e-01 6.654086e-02 2.762907e-02 [48,] 9.495959e-02 1.050253e-01 9.015718e-02 6.442678e-02 3.463340e-02 [49,] 4.543861e-02 6.678682e-02 6.571009e-02 5.158973e-02 3.393166e-02 [50,] 1.584283e-02 3.348163e-02 4.332264e-02 3.791330e-02 2.721223e-02 [,46] [,47] [,48] [,49] [,50] [1,] 3.407616e-136 1.140250e-144 2.026874e-153 1.914014e-162 9.601233e-172 [2,] 4.328575e-129 2.374002e-137 6.916632e-146 1.070532e-154 8.801736e-164 [3,] 3.488106e-122 3.135540e-130 1.497312e-138 3.798423e-147 5.118688e-156 [4,] 1.783241e-115 2.627359e-123 2.056394e-131 8.550350e-140 1.888540e-148 [5,] 5.783377e-109 1.396618e-116 1.791641e-124 1.220997e-132 4.420213e-141 [6,] 1.189948e-102 4.709890e-110 9.903097e-118 1.106168e-125 6.563518e-134 [7,] 1.553196e-96 1.007617e-103 3.472501e-111 6.357387e-119 6.182735e-127 [8,] 1.286171e-90 1.367587e-97 7.724823e-105 2.317989e-112 3.694879e-120 [9,] 6.756533e-85 1.177515e-91 1.090151e-98 5.361615e-106 1.400783e-113 [10,] 2.251737e-79 6.432013e-86 9.760087e-93 7.867721e-100 3.369077e-107 [11,] 4.760740e-74 2.228899e-80 5.543498e-87 7.324290e-94 5.140605e-101 [12,] 6.385496e-69 4.900013e-75 1.997457e-81 4.325590e-88 4.976004e-95 [13,] 5.433479e-64 6.833879e-70 4.565980e-76 1.620647e-82 3.055698e-89 [14,] 2.933084e-59 6.046451e-65 6.621463e-71 3.852074e-77 1.190428e-83 [15,] 1.004464e-54 3.393884e-60 6.091680e-66 5.808501e-72 2.942114e-78 [16,] 2.182265e-50 1.208528e-55 3.555359e-61 5.556442e-67 4.612951e-73 [17,] 3.007753e-46 2.730096e-51 1.316410e-56 3.372024e-62 4.588379e-68 [18,] 2.629918e-42 3.912592e-47 3.092177e-52 1.298225e-57 2.895378e-63 [19,] 1.458836e-38 3.557255e-43 4.607880e-48 3.170830e-53 1.159083e-58 [20,] 5.133749e-35 2.051769e-39 4.356126e-44 4.913128e-49 2.943648e-54 [21,] 1.146132e-31 7.507790e-36 2.612574e-40 4.829599e-45 4.742690e-50 [22,] 1.623350e-28 1.742883e-32 9.940444e-37 3.011832e-41 4.847618e-46 [23,] 1.458800e-25 2.566948e-29 2.399532e-33 1.191593e-37 3.143441e-42 [24,] 8.318634e-23 2.398855e-26 3.675038e-30 2.991047e-34 1.293211e-38 [25,] 3.011334e-20 1.422823e-23 3.571865e-27 4.764026e-31 3.375669e-35 [26,] 6.927549e-18 5.360131e-21 2.204164e-24 4.816475e-28 5.592147e-32 [27,] 1.015589e-15 1.285007e-18 8.647225e-22 3.093707e-25 5.882925e-29 [28,] 9.555430e-14 1.970030e-16 2.164039e-19 1.265424e-22 3.936401e-26 [29,] 5.871348e-12 1.955346e-14 3.484586e-17 3.315904e-20 1.682274e-23 [30,] 2.449217e-10 1.293208e-12 3.686380e-15 5.649781e-18 4.640085e-21 [31,] 7.429100e-09 6.033986e-11 2.679927e-13 6.475383e-16 8.468390e-19 [32,] 1.762122e-07 2.147044e-09 1.440983e-11 5.319847e-14 1.076593e-16 [33,] 3.302459e-06 6.074820e-08 6.114794e-10 3.381260e-12 1.029469e-14 [34,] 4.598386e-05 1.314027e-06 2.031134e-08 1.705190e-10 7.811838e-13 [35,] 4.448692e-04 2.019628e-05 4.927795e-07 6.469808e-09 4.583116e-11 [36,] 2.893889e-03 2.101483e-04 8.205391e-06 1.718999e-07 1.931944e-09 [37,] 1.266473e-02 1.461062e-03 9.126037e-05 3.067479e-06 5.532028e-08 [38,] 3.821432e-02 6.880843e-03 6.798048e-04 3.643917e-05 1.053240e-06 [39,] 8.236429e-02 2.263163e-02 3.472133e-03 2.925293e-04 1.340868e-05 [40,] 1.298516e-01 5.361092e-02 1.255938e-02 1.634966e-03 1.169532e-04 [41,] 1.488439e-01 9.227304e-02 3.285839e-02 6.547645e-03 7.213115e-04 [42,] 1.206887e-01 1.131038e-01 6.174251e-02 1.892357e-02 3.207358e-03 [43,] 6.768228e-02 9.562331e-02 8.090839e-02 3.865766e-02 1.019707e-02 [44,] 2.670568e-02 5.447207e-02 7.161242e-02 5.398223e-02 2.249518e-02 [45,] 9.022027e-03 2.095182e-02 4.191500e-02 5.006974e-02 3.332481e-02 [46,] 5.604683e-03 6.053394e-03 1.615367e-02 3.031054e-02 3.237011e-02 [47,] 8.119385e-03 2.581787e-03 4.304464e-03 1.190489e-02 2.033694e-02 [48,] 1.281857e-02 3.343425e-03 1.260944e-03 3.093477e-03 8.218493e-03 [49,] 1.648524e-02 5.423841e-03 1.273899e-03 6.856189e-04 2.150700e-03 [50,] 1.639172e-02 7.162516e-03 2.091139e-03 4.581235e-04 4.099794e-04 > 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 78.0102 0.2036 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/161e11257688976.ps tmp/161e11257688976.png") > system("convert tmp/2pwbv1257688976.ps tmp/2pwbv1257688976.png") > system("convert tmp/32aea1257688976.ps tmp/32aea1257688976.png") > system("convert tmp/4msao1257688976.ps tmp/4msao1257688976.png") > system("convert tmp/5z1lq1257688976.ps tmp/5z1lq1257688976.png") > system("convert tmp/6ccp41257688976.ps tmp/6ccp41257688976.png") > system("convert tmp/722en1257688976.ps tmp/722en1257688976.png") > > > proc.time() user system elapsed 3.029 2.029 3.333