R version 2.7.0 (2008-04-22) 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(98.1,98.3,114.8,107.8,107.9,112.7,100.2,96.9,96.6,95.5,96.9,99.7,105.1,106.1,106.2,103.9,109.2,110.5,98,94.1,90.2,89.5,91.2,98.2,103.7,103.9,106.5,107.2,111,111.8,101.5,95.3,92.7,93.5,96.2,102.1,102.3,127.9,130.8,134.9,141.9,124.6,118,115.1,111.2,113.5,115.2,119.4,116,115.7,121.1,120.8,125.2,124,119.1,119.2,113.9,113.3,116.8,114.8,119.2,117.8,122.5,125.1,125,125.1,121.2,118.9,109.8,109.2,109,110.9,112.5) > y <- c(97.1,112.6,113.8,107.8,103.2,103.3,101.2,107.7,110.4,101.9,115.9,89.9,88.6,117.2,123.9,100,103.6,94.1,98.7,119.5,112.7,104.4,124.7,89.1,97,121.6,118.8,114,111.5,97.2,102.5,113.4,109.8,104.9,126.1,80,96.8,117.2,112.3,117.3,111.1,102.2,104.3,122.9,107.6,121.3,131.5,89,104.4,128.9,135.9,133.3,121.3,120.5,120.4,137.9,126.1,133.2,151.1,105,119,140.4,156.6,137.1,122.7,125.8,139.3,134.9,149.2,132.3,149,117.2,116.2) > x <- c(110.1,117,129.6,113.5,113.3,110.1,107.4,110.1,112.5,106,117.6,117.8,113.5,121.2,130.4,115.2,117.9,110.7,107.6,124.3,115.1,112.5,127.9,117.4,119.3,130.4,126,125.4,130.5,115.9,108.7,124,119.4,118.6,131.3,111.1,124.8,132.3,126.7,131.7,130.9,122.1,113.2,133.6,119.2,129.4,131.4,117.1,130.5,132.3,140.8,137.5,128.6,126.7,120.8,139.3,128.6,131.3,136.3,128.8,133.2,136.3,151.1,145,134.4,135.7,128.7,129.2,138.6,132.7,132.5,137.3,127.1) > par7 = 'Gas, elektriciteit & water' > par6 = 'Metaalproducten' > par5 = 'Voeding & drank' > par4 = 'Y' > par3 = 'Y' > par2 = '50' > par1 = '50' > #'GNU S' R Code compiled by R2WASP v. 1.0.44 () > #Author: Prof. Dr. P. Wessa > #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > #Technical description: Write here your technical program description (don't use hard returns!) > x <- array(x,dim=c(length(x),1)) > colnames(x) <- par5 > y <- array(y,dim=c(length(y),1)) > colnames(y) <- par6 > z <- array(z,dim=c(length(z),1)) > colnames(z) <- par7 > d <- data.frame(cbind(z,y,x)) > colnames(d) <- list(par7,par6,par5) > par1 <- as.numeric(par1) > par2 <- as.numeric(par2) > if (par1>500) par1 <- 500 > if (par2>500) par2 <- 500 > if (par1<10) par1 <- 10 > if (par2<10) par2 <- 10 > library(GenKern) Loading required package: KernSmooth KernSmooth 2.22 installed Copyright M. P. Wand 1997 Loading GenKern version 1.1 Copyright Lucy and Aykroyd 2000 last update October 2004 requires KernSmooth Package GenKern installed > library(lattice) > panel.hist <- function(x, ...) + { + usr <- par('usr'); on.exit(par(usr)) + par(usr = c(usr[1:2], 0, 1.5) ) + h <- hist(x, plot = FALSE) + breaks <- h$breaks; nB <- length(breaks) + y <- h$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/rcomp/tmp/15f0z1226522876.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/2apdo1226522876.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/36x7n1226522876.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/4hk3g1226522876.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/rcomp/tmp/5lquf1226522876.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 -45.691 1.294 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/6aecn1226522876.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] 68.31248 70.35278 72.39309 74.43340 76.47371 78.51401 80.55432 [8] 82.59463 84.63493 86.67524 88.71555 90.75586 92.79616 94.83647 [15] 96.87678 98.91708 100.95739 102.99770 105.03800 107.07831 109.11862 [22] 111.15893 113.19923 115.23954 117.27985 119.32015 121.36046 123.40077 [29] 125.44107 127.48138 129.52169 131.56200 133.60230 135.64261 137.68292 [36] 139.72322 141.76353 143.80384 145.84414 147.88445 149.92476 151.96507 [43] 154.00537 156.04568 158.08599 160.12629 162.16660 164.20691 166.24722 [50] 168.28752 $yords [1] 81.67070 83.05965 84.44860 85.83756 87.22651 88.61546 90.00441 [8] 91.39336 92.78231 94.17126 95.56021 96.94916 98.33811 99.72706 [15] 101.11602 102.50497 103.89392 105.28287 106.67182 108.06077 109.44972 [22] 110.83867 112.22762 113.61657 115.00552 116.39448 117.78343 119.17238 [29] 120.56133 121.95028 123.33923 124.72818 126.11713 127.50608 128.89503 [36] 130.28398 131.67294 133.06189 134.45084 135.83979 137.22874 138.61769 [43] 140.00664 141.39559 142.78454 144.17349 145.56244 146.95140 148.34035 [50] 149.72930 $zden [,1] [,2] [,3] [,4] [,5] [1,] 3.515616e-05 7.042126e-05 1.335262e-04 2.400375e-04 4.098130e-04 [2,] 5.386473e-05 1.074697e-04 2.029006e-04 3.625367e-04 6.139696e-04 [3,] 8.033113e-05 1.591614e-04 2.993013e-04 5.326763e-04 8.971516e-04 [4,] 1.177662e-04 2.298504e-04 4.290496e-04 7.605072e-04 1.276216e-03 [5,] 1.722252e-04 3.268950e-04 6.008635e-04 1.056806e-03 1.766106e-03 [6,] 2.551210e-04 4.640994e-04 8.300436e-04 1.437304e-03 2.382698e-03 [7,] 3.861963e-04 6.662682e-04 1.144823e-03 1.930630e-03 3.151277e-03 [8,] 5.957048e-04 9.733002e-04 1.593043e-03 2.588045e-03 4.119243e-03 [9,] 9.237652e-04 1.441045e-03 2.245553e-03 3.490542e-03 5.367886e-03 [10,] 1.414632e-03 2.135530e-03 3.191671e-03 4.747193e-03 7.015565e-03 [11,] 2.104692e-03 3.118089e-03 4.522653e-03 6.479020e-03 9.204711e-03 [12,] 3.005726e-03 4.422071e-03 6.302459e-03 8.785860e-03 1.206830e-02 [13,] 4.088619e-03 6.026940e-03 8.531238e-03 1.170034e-02 1.567789e-02 [14,] 5.275224e-03 7.840196e-03 1.111397e-02 1.514181e-02 1.998467e-02 [15,] 6.445037e-03 9.698339e-03 1.385026e-02 1.888997e-02 2.477445e-02 [16,] 7.457992e-03 1.139252e-02 1.645722e-02 2.259709e-02 2.966125e-02 [17,] 8.187334e-03 1.271419e-02 1.862506e-02 2.584611e-02 3.413641e-02 [18,] 8.551161e-03 1.350608e-02 2.008992e-02 2.824253e-02 3.766962e-02 [19,] 8.531262e-03 1.370045e-02 2.069906e-02 2.951089e-02 3.983433e-02 [20,] 8.172951e-03 1.333085e-02 2.044483e-02 2.956162e-02 4.041472e-02 [21,] 7.566922e-03 1.251440e-02 1.945572e-02 2.850360e-02 3.945430e-02 [22,] 6.820316e-03 1.141186e-02 1.794895e-02 2.659846e-02 3.722730e-02 [23,] 6.027334e-03 1.018028e-02 1.616255e-02 2.417417e-02 3.414334e-02 [24,] 5.249399e-03 8.935105e-03 1.429181e-02 2.153059e-02 3.062194e-02 [25,] 4.510931e-03 7.734290e-03 1.245273e-02 1.887182e-02 2.698531e-02 [26,] 3.810233e-03 6.587824e-03 1.068328e-02 1.628868e-02 2.340895e-02 [27,] 3.138237e-03 5.484517e-03 8.976209e-03 1.379121e-02 1.994259e-02 [28,] 2.494785e-03 4.420397e-03 7.322557e-03 1.136759e-02 1.657988e-02 [29,] 1.894689e-03 3.414072e-03 5.742218e-03 9.035345e-03 1.333321e-02 [30,] 1.362501e-03 2.503545e-03 4.287680e-03 6.859121e-03 1.027335e-02 [31,] 9.212671e-04 1.729999e-03 3.024299e-03 4.931715e-03 7.518560e-03 [32,] 5.826807e-04 1.120145e-03 2.002616e-03 3.336016e-03 5.189099e-03 [33,] 3.434523e-04 6.767878e-04 1.239256e-03 2.112412e-03 3.358937e-03 [34,] 1.881810e-04 3.804730e-04 7.143414e-04 1.247616e-03 2.031110e-03 [35,] 9.567357e-05 1.986185e-04 3.826968e-04 6.855605e-04 1.144171e-03 [36,] 4.508113e-05 9.615052e-05 1.902611e-04 3.499073e-04 5.994006e-04 [37,] 1.967149e-05 4.312539e-05 8.769495e-05 1.657219e-04 2.917680e-04 [38,] 7.945073e-06 1.791153e-05 3.745510e-05 7.280729e-05 1.319685e-04 [39,] 2.969320e-06 6.887395e-06 1.482303e-05 2.968145e-05 5.552835e-05 [40,] 1.026803e-06 2.452148e-06 5.438272e-06 1.124219e-05 2.179457e-05 [41,] 3.286014e-07 8.087967e-07 1.851910e-06 3.966401e-06 8.019510e-06 [42,] 9.737236e-08 2.474235e-07 5.867533e-07 1.309591e-06 2.789436e-06 [43,] 2.674561e-08 7.035551e-08 1.737004e-07 4.077439e-07 9.286129e-07 [44,] 6.822917e-09 1.866643e-08 4.838166e-08 1.211079e-07 3.006642e-07 [45,] 1.622034e-09 4.650080e-09 1.281536e-08 3.484893e-08 9.626412e-08 [46,] 3.613843e-10 1.098347e-09 3.275796e-09 9.879758e-09 3.081761e-08 [47,] 7.612963e-11 2.493945e-10 8.217724e-10 2.794867e-09 9.865743e-09 [48,] 1.536006e-11 5.535021e-11 2.051961e-10 7.909997e-10 3.123808e-09 [49,] 3.016556e-12 1.219178e-11 5.126546e-11 2.219907e-10 9.620654e-10 [50,] 5.860025e-13 2.685774e-12 1.273225e-11 6.080314e-11 2.835215e-10 [,6] [,7] [,8] [,9] [,10] [1,] 6.651418e-04 1.025989e-03 1.501541e-03 2.078986e-03 2.713492e-03 [2,] 9.873045e-04 1.509384e-03 2.193927e-03 3.027914e-03 3.957748e-03 [3,] 1.431943e-03 2.169938e-03 3.126478e-03 4.284719e-03 5.580008e-03 [4,] 2.026978e-03 3.050957e-03 4.360109e-03 5.925637e-03 7.664025e-03 [5,] 2.795669e-03 4.189947e-03 5.952424e-03 8.030775e-03 1.030795e-02 [6,] 3.755916e-03 5.612041e-03 7.944016e-03 1.066463e-02 1.360392e-02 [7,] 4.926987e-03 7.331414e-03 1.035057e-02 1.385633e-02 1.760764e-02 [8,] 6.343843e-03 9.363938e-03 1.316848e-02 1.759200e-02 2.231310e-02 [9,] 8.073834e-03 1.174733e-02 1.639417e-02 2.182582e-02 2.764642e-02 [10,] 1.022655e-02 1.455859e-02 2.004775e-02 2.650466e-02 3.348199e-02 [11,] 1.294721e-02 1.791698e-02 2.418756e-02 3.159310e-02 3.967170e-02 [12,] 1.638736e-02 2.196434e-02 2.890523e-02 3.708660e-02 4.607531e-02 [13,] 2.065295e-02 2.682077e-02 3.429754e-02 4.300718e-02 5.258453e-02 [14,] 2.573816e-02 3.252067e-02 4.041630e-02 4.937970e-02 5.913652e-02 [15,] 3.146387e-02 3.894231e-02 4.720218e-02 5.618642e-02 6.570634e-02 [16,] 3.744751e-02 4.575474e-02 5.441702e-02 6.330082e-02 7.226367e-02 [17,] 4.313013e-02 5.241234e-02 6.160253e-02 7.041735e-02 7.869130e-02 [18,] 4.787004e-02 5.822085e-02 6.810013e-02 7.701452e-02 8.469426e-02 [19,] 5.108495e-02 6.247415e-02 7.315373e-02 8.239534e-02 8.975831e-02 [20,] 5.239826e-02 6.462680e-02 7.608216e-02 8.582343e-02 9.321176e-02 [21,] 5.173553e-02 6.444154e-02 7.646678e-02 8.672328e-02 9.439750e-02 [22,] 4.933226e-02 6.205174e-02 7.427863e-02 8.486690e-02 9.289456e-02 [23,] 4.564751e-02 5.790871e-02 6.988553e-02 8.045993e-02 8.868695e-02 [24,] 4.121648e-02 5.263187e-02 6.392937e-02 7.408001e-02 8.219222e-02 [25,] 3.650041e-02 4.682276e-02 5.712367e-02 6.649018e-02 7.413052e-02 [26,] 3.179300e-02 4.091951e-02 5.005883e-02 5.841155e-02 6.529661e-02 [27,] 2.721441e-02 3.514746e-02 4.309612e-02 5.035704e-02 5.634436e-02 [28,] 2.278075e-02 2.957167e-02 3.638288e-02 4.259030e-02 4.767833e-02 [29,] 1.850065e-02 2.420589e-02 2.995720e-02 3.520334e-02 3.948057e-02 [30,] 1.444264e-02 1.910934e-02 2.386812e-02 2.824539e-02 3.182508e-02 [31,] 1.074196e-02 1.442030e-02 1.824149e-02 2.181952e-02 2.479432e-02 [32,] 7.554471e-03 1.031971e-02 1.326500e-02 1.609848e-02 1.852897e-02 [33,] 4.993792e-03 6.959405e-03 9.117543e-03 1.126810e-02 1.319743e-02 [34,] 3.089419e-03 4.402246e-03 5.895067e-03 7.447456e-03 8.922669e-03 [35,] 1.783468e-03 2.604163e-03 3.575321e-03 4.637749e-03 5.721574e-03 [36,] 9.590818e-04 1.438601e-03 2.032678e-03 2.723420e-03 3.491766e-03 [37,] 4.802091e-04 7.423866e-04 1.085382e-03 1.515130e-03 2.045710e-03 [38,] 2.240634e-04 3.587710e-04 5.471907e-04 8.060815e-04 1.166880e-03 [39,] 9.769071e-05 1.632507e-04 2.629498e-04 4.160296e-04 6.592937e-04 [40,] 4.001090e-05 7.059734e-05 1.221631e-04 2.119293e-04 3.743206e-04 [41,] 1.553103e-05 2.941628e-05 5.582105e-05 1.081306e-04 2.144199e-04 [42,] 5.789267e-06 1.201181e-05 2.546917e-05 5.552954e-05 1.227877e-04 [43,] 2.106904e-06 4.882620e-06 1.167523e-05 2.847558e-05 6.905418e-05 [44,] 7.608399e-07 1.990960e-06 5.343070e-06 1.433926e-05 3.742338e-05 [45,] 2.751958e-07 8.107747e-07 2.403329e-06 6.961320e-06 1.924659e-05 [46,] 9.947103e-08 3.250482e-07 1.043531e-06 3.208916e-06 9.294335e-06 [47,] 3.547325e-08 1.260459e-07 4.307321e-07 1.389589e-06 4.186341e-06 [48,] 1.226744e-08 4.654375e-08 1.671663e-07 5.614571e-07 1.751735e-06 [49,] 4.048697e-09 1.617976e-08 6.056845e-08 2.107969e-07 6.793822e-07 [50,] 1.259932e-09 5.255250e-09 2.039966e-08 7.336476e-08 2.438927e-07 [,11] [,12] [,13] [,14] [,15] [1,] 3.326021e-03 3.815011e-03 4.082423e-03 4.065975e-03 3.763332e-03 [2,] 4.882740e-03 5.664847e-03 6.158801e-03 6.255964e-03 5.924426e-03 [3,] 6.890083e-03 8.041402e-03 8.839670e-03 9.121912e-03 8.812606e-03 [4,] 9.427949e-03 1.101076e-02 1.217451e-02 1.270402e-02 1.247391e-02 [5,] 1.260034e-02 1.466640e-02 1.623317e-02 1.704630e-02 1.693805e-02 [6,] 1.652137e-02 1.912874e-02 2.112202e-02 2.222608e-02 2.225267e-02 [7,] 2.128061e-02 2.451620e-02 2.697065e-02 2.836095e-02 2.850723e-02 [8,] 2.690066e-02 3.089339e-02 3.388318e-02 3.557589e-02 3.582231e-02 [9,] 3.330720e-02 3.821704e-02 4.186879e-02 4.393342e-02 4.429431e-02 [10,] 4.032483e-02 4.630241e-02 5.077779e-02 5.334894e-02 5.390750e-02 [11,] 4.769878e-02 5.482304e-02 6.026793e-02 6.352219e-02 6.444125e-02 [12,] 5.513480e-02 6.334565e-02 6.981678e-02 7.391347e-02 7.540815e-02 [13,] 6.235038e-02 7.139838e-02 7.878870e-02 8.378779e-02 8.605901e-02 [14,] 6.913094e-02 7.856695e-02 8.655699e-02 9.233953e-02 9.548351e-02 [15,] 7.537447e-02 8.459805e-02 9.266138e-02 9.888559e-02 1.028097e-01 [16,] 8.109381e-02 8.946579e-02 9.694731e-02 1.030719e-01 1.074564e-01 [17,] 8.634969e-02 9.334831e-02 9.961118e-02 1.050011e-01 1.093392e-01 [18,] 9.112383e-02 9.649495e-02 1.010977e-01 1.051933e-01 1.089174e-01 [19,] 9.519205e-02 9.903037e-02 1.018688e-01 1.043632e-01 1.070219e-01 [20,] 9.808278e-02 1.007993e-01 1.021474e-01 1.030986e-01 1.045162e-01 [21,] 9.917533e-02 1.013532e-01 1.017750e-01 1.015957e-01 1.019426e-01 [22,] 9.791481e-02 1.001092e-01 1.002695e-01 9.958995e-02 9.932599e-02 [23,] 9.404570e-02 9.660948e-02 9.706029e-02 9.651827e-02 9.622897e-02 [24,] 8.774455e-02 9.074924e-02 9.177824e-02 9.182228e-02 9.201753e-02 [25,] 7.958226e-02 8.285542e-02 8.445129e-02 8.523463e-02 8.619348e-02 [26,] 7.033783e-02 7.358498e-02 7.551712e-02 7.691356e-02 7.863199e-02 [27,] 6.076145e-02 6.370749e-02 6.566896e-02 6.738547e-02 6.963345e-02 [28,] 5.140219e-02 5.388982e-02 5.563332e-02 5.735694e-02 5.980376e-02 [29,] 4.256581e-02 4.458048e-02 4.599401e-02 4.750800e-02 4.985421e-02 [30,] 3.438840e-02 3.601940e-02 3.712723e-02 3.835927e-02 4.042468e-02 [31,] 2.695191e-02 2.832596e-02 2.923726e-02 3.024128e-02 3.198952e-02 [32,] 2.036150e-02 2.158708e-02 2.243116e-02 2.333185e-02 2.484322e-02 [33,] 1.474806e-02 1.589037e-02 1.676964e-02 1.770392e-02 1.912365e-02 [34,] 1.021448e-02 1.129857e-02 1.226969e-02 1.334588e-02 1.483166e-02 [35,] 6.775974e-03 7.802471e-03 8.878235e-03 1.015609e-02 1.183614e-02 [36,] 4.336709e-03 5.295604e-03 6.454674e-03 7.939438e-03 9.882906e-03 [37,] 2.713587e-03 3.590857e-03 4.787378e-03 6.432033e-03 8.631786e-03 [38,] 1.688458e-03 2.468137e-03 3.640886e-03 5.355876e-03 7.727312e-03 [39,] 1.059758e-03 1.726189e-03 2.809751e-03 4.481624e-03 6.881181e-03 [40,] 6.733810e-04 1.215474e-03 2.153566e-03 3.670519e-03 5.931672e-03 [41,] 4.288144e-04 8.445582e-04 1.601891e-03 2.879083e-03 4.854939e-03 [42,] 2.685620e-04 5.670180e-04 1.135129e-03 2.130910e-03 3.728201e-03 [43,] 1.621825e-04 3.617220e-04 7.567402e-04 1.474720e-03 2.667755e-03 [44,] 9.295875e-05 2.167854e-04 4.709661e-04 9.493062e-04 1.772044e-03 [45,] 5.002850e-05 1.212018e-04 2.724100e-04 5.667311e-04 1.090400e-03 [46,] 2.511082e-05 6.295315e-05 1.460636e-04 3.132680e-04 6.208598e-04 [47,] 1.170815e-05 3.030615e-05 7.249876e-05 1.601902e-04 3.269140e-04 [48,] 5.059427e-06 1.350430e-05 3.328485e-05 7.573980e-05 1.591338e-04 [49,] 2.023650e-06 5.565692e-06 1.412867e-05 3.310276e-05 7.159822e-05 [50,] 7.486396e-07 2.120766e-06 5.543579e-06 1.337187e-05 2.977211e-05 [,16] [,17] [,18] [,19] [,20] [1,] 3.235709e-03 0.0025881672 0.0019357081 0.0013704966 0.0009427882 [2,] 5.225515e-03 0.0042967724 0.0033083106 0.0024123230 0.0017064792 [3,] 7.957947e-03 0.0067188831 0.0053232286 0.0039976851 0.0029085152 [4,] 1.150083e-02 0.0099530785 0.0081074564 0.0062697841 0.0046921456 [5,] 1.589047e-02 0.0140626061 0.0117613272 0.0093615379 0.0072066916 [6,] 2.116058e-02 0.0190925122 0.0163632510 0.0133925814 0.0106031458 [7,] 2.737344e-02 0.0250966296 0.0219855268 0.0184738686 0.0150331665 [8,] 3.462811e-02 0.0321544187 0.0287082174 0.0247122483 0.0206459671 [9,] 4.302762e-02 0.0403576972 0.0366148261 0.0322040349 0.0275751745 [10,] 5.260448e-02 0.0497581527 0.0457585699 0.0410090588 0.0359102856 [11,] 6.322286e-02 0.0602822762 0.0560980939 0.0511024881 0.0456524701 [12,] 7.449013e-02 0.0716365416 0.0674140701 0.0623091387 0.0566594138 [13,] 8.571999e-02 0.0832408133 0.0792335477 0.0742358195 0.0685896197 [14,] 9.598962e-02 0.0942382593 0.0908053692 0.0862333320 0.0808672377 [15,] 1.043139e-01 0.1036216317 0.1011742464 0.0974320104 0.0927008464 [16,] 1.099095e-01 0.1104743470 0.1093743512 0.1068836944 0.1031885590 [17,] 1.124590e-01 0.1142567020 0.1147016479 0.1137959409 0.1115107102 [18,] 1.122453e-01 0.1150112491 0.1169571980 0.1177781489 0.1171555389 [19,] 1.100622e-01 0.1133665219 0.1165324675 0.1189797142 0.1200775149 [20,] 1.069084e-01 0.1103030379 0.1142651960 0.1180293687 0.1206953185 [21,] 1.035929e-01 0.1067700987 0.1111096808 0.1157800832 0.1197082318 [22,] 1.004369e-01 0.1033292047 0.1077695674 0.1129709125 0.1178078082 [23,] 9.721244e-02 0.0999902753 0.1044651929 0.1099653543 0.1154214499 [24,] 9.333041e-02 0.0963041230 0.1009340853 0.1066821972 0.1126045833 [25,] 8.816880e-02 0.0916432033 0.0966397667 0.1027286241 0.1091120934 [26,] 8.137432e-02 0.0855206041 0.0910666612 0.0976448734 0.1045852985 [27,] 7.301115e-02 0.0778041314 0.0839595713 0.0911330319 0.0987463223 [28,] 6.352558e-02 0.0687595483 0.0754222749 0.0831798609 0.0915160832 [29,] 5.358585e-02 0.0589490217 0.0658749270 0.0740581257 0.0830366814 [30,] 4.389497e-02 0.0490658434 0.0559313207 0.0642513852 0.0736350383 [31,] 3.505345e-02 0.0397846474 0.0462672722 0.0543618021 0.0637779617 [32,] 2.749480e-02 0.0316647070 0.0375196553 0.0450333545 0.0540403939 [33,] 2.147080e-02 0.0250983699 0.0302140225 0.0368838697 0.0450681547 [34,] 1.705074e-02 0.0202773866 0.0246986807 0.0304209817 0.0374986839 [35,] 1.411891e-02 0.0171635213 0.0210758171 0.0259334138 0.0318247150 [36,] 1.238365e-02 0.0154781557 0.0191510511 0.0233865760 0.0282335663 [37,] 1.142264e-02 0.0147409364 0.0184431232 0.0223801853 0.0264959247 [38,] 1.077313e-02 0.0143732570 0.0182832103 0.0222180308 0.0259794123 [39,] 1.004469e-02 0.0138458777 0.0179905710 0.0220924439 0.0258138697 [40,] 9.010921e-03 0.0128170017 0.0170639350 0.0213234428 0.0251592590 [41,] 7.641094e-03 0.0112030005 0.0153095482 0.0195548305 0.0234677675 [42,] 6.061953e-03 0.0091543140 0.0128529800 0.0168242821 0.0206279213 [43,] 4.473686e-03 0.0069552385 0.0100383978 0.0134857535 0.0169360403 [44,] 3.061832e-03 0.0048994532 0.0072711174 0.0100334903 0.0129255101 [45,] 1.940210e-03 0.0031950367 0.0048764990 0.0069153072 0.0091462080 [46,] 1.137333e-03 0.0019273005 0.0030256097 0.0044106264 0.0059922788 [47,] 6.164452e-04 0.0010749383 0.0017358705 0.0026018136 0.0036322630 [48,] 3.088583e-04 0.0005542150 0.0009206913 0.0014190811 0.0020361965 [49,] 1.430284e-04 0.0002641065 0.0004513816 0.0007155171 0.0010554066 [50,] 6.121387e-05 0.0001163202 0.0002045376 0.0003334819 0.0005057313 [,21] [,22] [,23] [,24] [,25] [1,] 0.0006594503 0.0004956581 0.0004117088 0.0003680517 0.0003349319 [2,] 0.0012220134 0.0009344371 0.0007867564 0.0007141807 0.0006629152 [3,] 0.0021314930 0.0016551645 0.0014076625 0.0012923061 0.0012195538 [4,] 0.0035180360 0.0027693073 0.0023697386 0.0021892100 0.0020912240 [5,] 0.0055275304 0.0044043945 0.0037772193 0.0034908001 0.0033560609 [6,] 0.0083199877 0.0067052023 0.0057436737 0.0052769930 0.0050701100 [7,] 0.0120698633 0.0098392884 0.0084015623 0.0076300346 0.0072681570 [8,] 0.0169626378 0.0140011881 0.0119175815 0.0106581509 0.0099880538 [9,] 0.0231791605 0.0194040703 0.0165008419 0.0145233479 0.0133132715 [10,] 0.0308620411 0.0262482990 0.0223862323 0.0194502724 0.0174100037 [11,] 0.0400653645 0.0346646195 0.0297813854 0.0256925242 0.0225252587 [12,] 0.0506960521 0.0446418225 0.0387819945 0.0334489083 0.0289226255 [13,] 0.0624600262 0.0559587063 0.0492791778 0.0427492895 0.0367627664 [14,] 0.0748316535 0.0681455015 0.0608952476 0.0533544756 0.0459722168 [15,] 0.0870714359 0.0805004704 0.0729846208 0.0647227709 0.0561656660 [16,] 0.0983164519 0.0921803557 0.0847222499 0.0760798232 0.0666774907 [17,] 0.1077466919 0.1023616429 0.0952720703 0.0865891907 0.0767153695 [18,] 0.1147872256 0.1104333145 0.1039887783 0.0955714057 0.0855877680 [19,] 0.1192646443 0.1161480037 0.1105755470 0.1026828427 0.0929080755 [20,] 0.1214337681 0.1196569173 0.1151236286 0.1079698810 0.0986749602 [21,] 0.1218441271 0.1213999591 0.1180083733 0.1117684576 0.1031848141 [22,] 0.1211001439 0.1218968935 0.1196898629 0.1145007297 0.1068243141 [23,] 0.1196288690 0.1215400443 0.1205182973 0.1164779175 0.1098618974 [24,] 0.1175621811 0.1204844895 0.1206365977 0.1178095872 0.1123548320 [25,] 0.1147706028 0.1186692100 0.1200075622 0.1184461945 0.1142084000 [26,] 0.1110015128 0.1159257446 0.1185154908 0.1182940055 0.1153191062 [27,] 0.1060306061 0.1120916944 0.1160560870 0.1173011221 0.1156787479 [28,] 0.0997544417 0.1070675271 0.1125565735 0.1154481888 0.1153510994 [29,] 0.0922104632 0.1008142874 0.1079356332 0.1126602355 0.1143331400 [30,] 0.0835625023 0.0933402691 0.1020686858 0.1087267459 0.1124076409 [31,] 0.0740988232 0.0847291278 0.0948265053 0.1033242936 0.1091167679 [32,] 0.0642554888 0.0752186279 0.0862013207 0.0961727822 0.1039194373 [33,] 0.0546310047 0.0652812600 0.0764607943 0.0872625804 0.0964795967 [34,] 0.0459371885 0.0556288782 0.0662273078 0.0770259393 0.0869400498 [35,] 0.0388563052 0.0470887374 0.0564004093 0.0663349008 0.0760243641 [36,] 0.0338335056 0.0403675068 0.0479171574 0.0562884415 0.0648868595 [37,] 0.0308904673 0.0357940783 0.0414372981 0.0478614553 0.0547561984 [38,] 0.0295613450 0.0331651530 0.0370947579 0.0415672206 0.0465242621 [39,] 0.0290084862 0.0317844366 0.0344397575 0.0372891813 0.0404632068 [40,] 0.0282903854 0.0306982385 0.0326109264 0.0343622734 0.0361941159 [41,] 0.0266741407 0.0290325430 0.0306663070 0.0318660432 0.0329111964 [42,] 0.0238575373 0.0262843521 0.0279254244 0.0289927785 0.0297473585 [43,] 0.0200106750 0.0224448506 0.0241745261 0.0253262589 0.0261106242 [44,] 0.0156382279 0.0179197260 0.0196628282 0.0209233157 0.0218524447 [45,] 0.0113465631 0.0133103912 0.0149234583 0.0161955897 0.0172256620 [46,] 0.0076288235 0.0091728910 0.0105276090 0.0116809952 0.0126935404 [47,] 0.0047480259 0.0058562876 0.0068877216 0.0078255327 0.0087057923 [48,] 0.0027338840 0.0034607866 0.0041741988 0.0048609811 0.0055430969 [49,] 0.0014558517 0.0018921564 0.0023416335 0.0027968396 0.0032717794 [50,] 0.0007168722 0.0009568605 0.0012154480 0.0014896633 0.0017886989 [,26] [,27] [,28] [,29] [,30] [1,] 0.0002960244 0.0002472088 0.0001924271 0.0001387507 9.242113e-05 [2,] 0.0006000018 0.0005144173 0.0004116882 0.0003054417 2.094317e-04 [3,] 0.0011279689 0.0009916429 0.0008154113 0.0006222894 4.391725e-04 [4,] 0.0019705544 0.0017732087 0.0014966612 0.0011743175 8.528579e-04 [5,] 0.0032083190 0.0029472467 0.0025496267 0.0020552163 1.535551e-03 [6,] 0.0048891856 0.0045675770 0.0040407996 0.0033423619 2.567758e-03 [7,] 0.0070178019 0.0066317422 0.0059796490 0.0050659848 3.998419e-03 [8,] 0.0095719902 0.0090840307 0.0083077313 0.0071884511 5.820655e-03 [9,] 0.0125495124 0.0118550229 0.0109233228 0.0096123150 7.966912e-03 [10,] 0.0160265796 0.0149281781 0.0137419675 0.0122251645 1.033530e-02 [11,] 0.0201905975 0.0183992276 0.0167674921 0.0149666498 1.284203e-02 [12,] 0.0253100107 0.0224839565 0.0201299232 0.0178815458 1.547421e-02 [13,] 0.0316309495 0.0274478828 0.0240536972 0.0211200723 1.830888e-02 [14,] 0.0392334998 0.0334737132 0.0287548028 0.0248715416 2.147828e-02 [15,] 0.0479156811 0.0405266657 0.0343115407 0.0292588228 2.509476e-02 [16,] 0.0571765744 0.0482950558 0.0405812489 0.0342531913 2.917947e-02 [17,] 0.0663318221 0.0562567358 0.0472221545 0.0396674811 3.364469e-02 [18,] 0.0747280136 0.0638582385 0.0538257981 0.0452447526 3.835136e-02 [19,] 0.0819604381 0.0707241209 0.0600971316 0.0507991552 4.321352e-02 [20,] 0.0879815679 0.0767822219 0.0659777765 0.0563213456 4.828042e-02 [21,] 0.0930370487 0.0822257859 0.0716268041 0.0619661828 5.372356e-02 [22,] 0.0974636626 0.0873272494 0.0772547835 0.0679050488 5.970416e-02 [23,] 0.1014704870 0.0922167003 0.0829074232 0.0741189108 6.617753e-02 [24,] 0.1050377259 0.0967710907 0.0883461715 0.0802706598 7.275657e-02 [25,] 0.1079888623 0.1006932481 0.0931259936 0.0857710487 7.875357e-02 [26,] 0.1101704798 0.1037291529 0.0968424241 0.0900387270 8.342891e-02 [27,] 0.1115955054 0.1058667972 0.0993928412 0.0928165140 8.633904e-02 [28,] 0.1124291216 0.1073597152 0.1010645930 0.0943405252 8.758425e-02 [29,] 0.1128090279 0.1085308510 0.1023593452 0.0952249159 8.778365e-02 [30,] 0.1126165862 0.1094652681 0.1036326673 0.0960932472 8.775114e-02 [31,] 0.1113666734 0.1097903269 0.1047596670 0.0971531801 8.802853e-02 [32,] 0.1083252083 0.1087071388 0.1050422852 0.0979647975 8.853253e-02 [33,] 0.1028296066 0.1052966158 0.1034447766 0.0975555466 8.852256e-02 [34,] 0.0946605332 0.0989626015 0.0990587120 0.0948438399 8.692317e-02 [35,] 0.0842692536 0.0897888039 0.0915676792 0.0891629583 8.284175e-02 [36,] 0.0727287504 0.0786228664 0.0814777704 0.0806237948 7.602095e-02 [37,] 0.0614123995 0.0668359979 0.0699992702 0.0701420692 6.700773e-02 [38,] 0.0515378956 0.0558644436 0.0586369094 0.0591261361 5.697163e-02 [39,] 0.0437777472 0.0467382854 0.0486791600 0.0489803480 4.727539e-02 [40,] 0.0381019618 0.0397988034 0.0408097365 0.0406493228 3.900320e-02 [41,] 0.0339051098 0.0347074184 0.0349911237 0.0343877768 3.264793e-02 [42,] 0.0303377829 0.0307107308 0.0306354608 0.0298214321 2.806392e-02 [43,] 0.0266778501 0.0270168244 0.0269514010 0.0262312561 2.466487e-02 [44,] 0.0225789700 0.0231080045 0.0232947867 0.0229077728 2.174590e-02 [45,] 0.0181140597 0.0188714199 0.0193776464 0.0194175847 1.877685e-02 [46,] 0.0136396395 0.0145330866 0.0152802713 0.0156921217 1.555413e-02 [47,] 0.0095824805 0.0104723980 0.0113106339 0.0119455638 1.218287e-02 [48,] 0.0062593385 0.0070284785 0.0078124763 0.0085024717 8.941025e-03 [49,] 0.0037938534 0.0043816224 0.0050179408 0.0056337711 6.115418e-03 [50,] 0.0021312200 0.0025333215 0.0029910442 0.0034663491 3.886193e-03 [,31] [,32] [,33] [,34] [,35] [1,] 5.679962e-05 3.219044e-05 1.681987e-05 8.102451e-06 3.598899e-06 [2,] 1.325263e-04 7.734602e-05 4.162370e-05 2.065371e-05 9.451576e-06 [3,] 2.861431e-04 1.719927e-04 9.534173e-05 4.874109e-05 2.298731e-05 [4,] 5.721525e-04 3.542257e-04 2.023089e-04 1.065898e-04 5.183126e-05 [5,] 1.060655e-03 6.764761e-04 3.981804e-04 2.163032e-04 1.085193e-04 [6,] 1.826005e-03 1.199990e-03 7.282494e-04 4.081528e-04 2.114672e-04 [7,] 2.926751e-03 1.982262e-03 1.241043e-03 7.182522e-04 3.848099e-04 [8,] 4.383589e-03 3.060597e-03 1.978230e-03 1.183695e-03 6.569554e-04 [9,] 6.167894e-03 4.439932e-03 2.965375e-03 1.837350e-03 1.058814e-03 [10,] 8.212687e-03 6.094458e-03 4.210027e-03 2.706151e-03 1.623735e-03 [11,] 1.044708e-02 7.986768e-03 5.711036e-03 3.815809e-03 2.390961e-03 [12,] 1.283865e-02 1.009644e-02 7.475505e-03 5.200510e-03 3.411967e-03 [13,] 1.541734e-02 1.243999e-02 9.531889e-03 6.910543e-03 4.755339e-03 [14,] 1.826113e-02 1.506558e-02 1.192671e-02 9.008771e-03 6.503619e-03 [15,] 2.144744e-02 1.802164e-02 1.470181e-02 1.155198e-02 8.737770e-03 [16,] 2.500054e-02 2.131920e-02 1.786464e-02 1.456387e-02 1.151164e-02 [17,] 2.887467e-02 2.491812e-02 2.137363e-02 1.801525e-02 1.482613e-02 [18,] 3.299359e-02 2.875566e-02 2.515552e-02 2.182658e-02 1.861542e-02 [19,] 3.732879e-02 3.280732e-02 2.915144e-02 2.589611e-02 2.275357e-02 [20,] 4.196288e-02 3.714015e-02 3.336479e-02 3.014003e-02 2.707985e-02 [21,] 4.707725e-02 4.190859e-02 3.787240e-02 3.451871e-02 3.143159e-02 [22,] 5.283661e-02 4.726456e-02 4.277056e-02 3.902373e-02 3.566632e-02 [23,] 5.920885e-02 5.320298e-02 4.806091e-02 4.361699e-02 3.965737e-02 [24,] 6.582139e-02 5.941933e-02 5.352554e-02 4.814342e-02 4.325998e-02 [25,] 7.196884e-02 6.528070e-02 5.867091e-02 5.226833e-02 4.626740e-02 [26,] 7.682331e-02 6.997603e-02 6.280918e-02 5.549869e-02 4.839594e-02 [27,] 7.977829e-02 7.281625e-02 6.528271e-02 5.731712e-02 4.933539e-02 [28,] 8.075118e-02 7.355037e-02 6.574659e-02 5.739189e-02 4.886699e-02 [29,] 8.025646e-02 7.251872e-02 6.436241e-02 5.576299e-02 4.699983e-02 [30,] 7.917065e-02 7.052821e-02 6.177587e-02 5.288925e-02 4.404257e-02 [31,] 7.828584e-02 6.848212e-02 5.885636e-02 4.950094e-02 4.054542e-02 [32,] 7.788302e-02 6.694406e-02 5.631278e-02 4.630875e-02 3.711489e-02 [33,] 7.756011e-02 6.586612e-02 5.438108e-02 4.371053e-02 3.418318e-02 [34,] 7.641542e-02 6.462836e-02 5.274776e-02 4.164772e-02 3.185057e-02 [35,] 7.349425e-02 6.236882e-02 5.074757e-02 3.968585e-02 2.988475e-02 [36,] 6.826987e-02 5.842958e-02 4.772647e-02 3.727156e-02 2.787581e-02 [37,] 6.092252e-02 5.269430e-02 4.338142e-02 3.402865e-02 2.546231e-02 [38,] 5.229559e-02 4.566307e-02 3.791485e-02 2.994608e-02 2.251251e-02 [39,] 4.357278e-02 3.825229e-02 3.194917e-02 2.538022e-02 1.917895e-02 [40,] 3.584274e-02 3.143654e-02 2.626662e-02 2.089241e-02 1.581697e-02 [41,] 2.974757e-02 2.590444e-02 2.151013e-02 1.701630e-02 1.282327e-02 [42,] 2.534786e-02 2.186932e-02 1.797640e-02 1.406513e-02 1.047743e-02 [43,] 2.222625e-02 1.908774e-02 1.557183e-02 1.205237e-02 8.852612e-03 [44,] 1.974848e-02 1.704440e-02 1.392179e-02 1.073880e-02 7.819986e-03 [45,] 1.734895e-02 1.520032e-02 1.256345e-02 9.765396e-03 7.128431e-03 [46,] 1.472172e-02 1.319411e-02 1.113075e-02 8.804284e-03 6.514785e-03 [47,] 1.186153e-02 1.092617e-02 9.460436e-03 7.665661e-03 5.796215e-03 [48,] 8.975516e-03 8.519812e-03 7.594830e-03 6.328057e-03 4.912622e-03 [49,] 6.337105e-03 6.206947e-03 5.705463e-03 4.897799e-03 3.913551e-03 [50,] 4.159292e-03 4.206132e-03 3.989619e-03 3.531784e-03 2.908102e-03 [,36] [,37] [,38] [,39] [,40] [1,] 1.474667e-06 5.581877e-07 1.958943e-07 6.436122e-08 2.028212e-08 [2,] 3.991809e-06 1.559029e-06 5.660568e-07 1.937179e-07 6.459439e-08 [3,] 1.001187e-05 4.038508e-06 1.520228e-06 5.444680e-07 1.939005e-07 [4,] 2.329702e-05 9.719251e-06 3.804328e-06 1.434779e-06 5.516502e-07 [5,] 5.039153e-05 2.178551e-05 8.902121e-06 3.562888e-06 1.495706e-06 [6,] 1.015984e-04 4.563953e-05 1.956957e-05 8.386447e-06 3.882610e-06 [7,] 1.916811e-04 8.978791e-05 4.065302e-05 1.882750e-05 9.675501e-06 [8,] 3.402080e-04 1.669111e-04 8.035482e-05 4.053797e-05 2.315238e-05 [9,] 5.719800e-04 2.954025e-04 1.522216e-04 8.404009e-05 5.308301e-05 [10,] 9.185625e-04 5.019027e-04 2.781756e-04 1.680083e-04 1.161761e-04 [11,] 1.421869e-03 8.252343e-04 4.926703e-04 3.235994e-04 2.416606e-04 [12,] 2.139385e-03 1.321285e-03 8.473328e-04 5.989479e-04 4.759215e-04 [13,] 3.148234e-03 2.066837e-03 1.414351e-03 1.061914e-03 8.848853e-04 [14,] 4.543328e-03 3.158918e-03 2.285926e-03 1.798522e-03 1.551130e-03 [15,] 6.425390e-03 4.706053e-03 3.567054e-03 2.904950e-03 2.563487e-03 [16,] 8.878216e-03 6.809525e-03 5.360028e-03 4.472587e-03 3.999561e-03 [17,] 1.193978e-02 9.535834e-03 7.740810e-03 6.567516e-03 5.904868e-03 [18,] 1.557583e-02 1.288498e-02 1.072943e-02 9.206756e-03 8.273702e-03 [19,] 1.966564e-02 1.676252e-02 1.425904e-02 1.233379e-02 1.103519e-02 [20,] 2.400724e-02 2.096594e-02 1.815231e-02 1.579752e-02 1.404509e-02 [21,] 2.834424e-02 2.519654e-02 2.211825e-02 1.934311e-02 1.708399e-02 [22,] 3.240762e-02 2.910207e-02 2.578251e-02 2.262775e-02 1.986718e-02 [23,] 3.595735e-02 3.234294e-02 2.875421e-02 2.527148e-02 2.207591e-02 [24,] 3.880511e-02 3.465942e-02 3.071358e-02 2.693897e-02 2.341524e-02 [25,] 4.080952e-02 3.591215e-02 3.148742e-02 2.742714e-02 2.368834e-02 [26,] 4.185533e-02 3.608144e-02 3.107992e-02 2.672147e-02 2.285914e-02 [27,] 4.184578e-02 3.523559e-02 2.964740e-02 2.499355e-02 2.107164e-02 [28,] 4.073283e-02 3.349780e-02 2.743608e-02 2.254146e-02 1.861159e-02 [29,] 3.858041e-02 3.103620e-02 2.471895e-02 1.970359e-02 1.582609e-02 [30,] 3.561908e-02 2.807527e-02 2.175829e-02 1.678519e-02 1.303729e-02 [31,] 3.223880e-02 2.490023e-02 1.879426e-02 1.402090e-02 1.048425e-02 [32,] 2.889508e-02 2.182416e-02 1.603906e-02 1.156947e-02 8.305665e-03 [33,] 2.595984e-02 1.911439e-02 1.365722e-02 9.521696e-03 6.553161e-03 [34,] 2.359084e-02 1.691057e-02 1.173348e-02 7.905169e-03 5.215042e-03 [35,] 2.169261e-02 1.518286e-02 1.024957e-02 6.685692e-03 4.236891e-03 [36,] 1.999264e-02 1.376045e-02 9.093346e-03 5.775652e-03 3.537163e-03 [37,] 1.819294e-02 1.242065e-02 8.105304e-03 5.057899e-03 3.022732e-03 [38,] 1.611808e-02 1.099376e-02 7.143631e-03 4.421419e-03 2.607171e-03 [39,] 1.378905e-02 9.432335e-03 6.136489e-03 3.794380e-03 2.228282e-03 [40,] 1.139763e-02 7.816120e-03 5.098087e-03 3.159490e-03 1.857950e-03 [41,] 9.207370e-03 6.299583e-03 4.105470e-03 2.545936e-03 1.499881e-03 [42,] 7.437013e-03 5.034710e-03 3.252390e-03 2.004284e-03 1.176802e-03 [43,] 6.179210e-03 4.106905e-03 2.604263e-03 1.577817e-03 9.136137e-04 [44,] 5.381737e-03 3.508245e-03 2.172853e-03 1.282797e-03 7.238783e-04 [45,] 4.887287e-03 3.151711e-03 1.916902e-03 1.103673e-03 6.041381e-04 [46,] 4.505437e-03 2.912879e-03 1.763140e-03 1.001800e-03 5.363702e-04 [47,] 4.083002e-03 2.677759e-03 1.635456e-03 9.313603e-04 4.956851e-04 [48,] 3.546196e-03 2.377412e-03 1.479567e-03 8.549606e-04 4.591510e-04 [49,] 2.904299e-03 1.998893e-03 1.274819e-03 7.531279e-04 4.122073e-04 [50,] 2.222255e-03 1.573564e-03 1.031445e-03 6.254851e-04 3.508227e-04 [,41] [,42] [,43] [,44] [,45] [1,] 6.463997e-09 2.266379e-09 9.306160e-10 4.347617e-10 2.121526e-10 [2,] 2.242296e-08 8.827586e-09 4.071476e-09 2.072576e-09 1.069996e-09 [3,] 7.422315e-08 3.294498e-08 1.689421e-08 9.251037e-09 5.014252e-09 [4,] 2.352908e-07 1.175044e-07 6.613552e-08 3.852510e-08 2.179744e-08 [5,] 7.152902e-07 3.987875e-07 2.430700e-07 1.492753e-07 8.779542e-08 [6,] 2.082819e-06 1.281164e-06 8.353353e-07 5.370993e-07 3.273795e-07 [7,] 5.789513e-06 3.876400e-06 2.675730e-06 1.791950e-06 1.129543e-06 [8,] 1.529037e-05 1.099716e-05 7.969899e-06 5.538288e-06 3.604667e-06 [9,] 3.817790e-05 2.914882e-05 2.203789e-05 1.584601e-05 1.063742e-05 [10,] 8.971588e-05 7.199807e-05 5.650876e-05 4.195516e-05 2.902420e-05 [11,] 1.977185e-04 1.654344e-04 1.342785e-04 1.027740e-04 7.321771e-05 [12,] 4.076569e-04 3.532739e-04 2.956102e-04 2.329153e-04 1.707719e-04 [13,] 7.853426e-04 7.008829e-04 6.029416e-04 4.884057e-04 3.683036e-04 [14,] 1.413412e-03 1.292315e-03 1.139819e-03 9.478876e-04 7.346308e-04 [15,] 2.378526e-03 2.216633e-03 1.998562e-03 1.703481e-03 1.355622e-03 [16,] 3.749664e-03 3.542607e-03 3.253986e-03 2.836888e-03 2.315322e-03 [17,] 5.553114e-03 5.287746e-03 4.927711e-03 4.382608e-03 3.662462e-03 [18,] 7.753284e-03 7.394056e-03 6.956434e-03 6.290085e-03 5.370684e-03 [19,] 1.024683e-02 9.723544e-03 9.181850e-03 8.404268e-03 7.310546e-03 [20,] 1.287077e-02 1.207835e-02 1.137358e-02 1.048198e-02 9.253791e-03 [21,] 1.541861e-02 1.423744e-02 1.328040e-02 1.224626e-02 1.091946e-02 [22,] 1.765810e-02 1.599333e-02 1.468861e-02 1.345981e-02 1.205003e-02 [23,] 1.935166e-02 1.717645e-02 1.546253e-02 1.398542e-02 1.248631e-02 [24,] 2.028651e-02 1.766698e-02 1.555432e-02 1.380785e-02 1.220730e-02 [25,] 2.031826e-02 1.740464e-02 1.499017e-02 1.301366e-02 1.131915e-02 [26,] 1.941736e-02 1.640346e-02 1.385100e-02 1.174801e-02 1.000494e-02 [27,] 1.769531e-02 1.476558e-02 1.226029e-02 1.017417e-02 8.464436e-03 [28,] 1.538981e-02 1.267866e-02 1.037726e-02 8.449996e-03 6.870602e-03 [29,] 1.280794e-02 1.038575e-02 8.384387e-03 6.718875e-03 5.352389e-03 [30,] 1.024993e-02 8.133497e-03 6.462523e-03 5.104148e-03 3.996234e-03 [31,] 7.945582e-03 6.119420e-03 4.759365e-03 3.700114e-03 2.853357e-03 [32,] 6.025201e-03 4.459795e-03 3.364901e-03 2.562033e-03 1.945106e-03 [33,] 4.526051e-03 3.187177e-03 2.304790e-03 1.702180e-03 1.266450e-03 [34,] 3.419162e-03 2.270832e-03 1.552203e-03 1.095963e-03 7.909855e-04 [35,] 2.638819e-03 1.645383e-03 1.049767e-03 6.959117e-04 4.790249e-04 [36,] 2.104899e-03 1.235234e-03 7.310869e-04 4.473238e-04 2.870733e-04 [37,] 1.737483e-03 9.699342e-04 5.354062e-04 3.001380e-04 1.756907e-04 [38,] 1.467125e-03 7.918206e-04 4.145239e-04 2.149452e-04 1.138571e-04 [39,] 1.242650e-03 6.591235e-04 3.343059e-04 1.641560e-04 7.988197e-05 [40,] 1.035356e-03 5.464209e-04 2.734741e-04 1.304897e-04 6.013510e-05 [41,] 8.377595e-04 4.427873e-04 2.212031e-04 1.045406e-04 4.697508e-05 [42,] 6.569294e-04 3.477460e-04 1.741032e-04 8.229679e-05 3.673744e-05 [43,] 5.050600e-04 2.659436e-04 1.329655e-04 6.291730e-05 2.810562e-05 [44,] 3.910255e-04 2.021497e-04 9.981406e-05 4.691426e-05 2.090915e-05 [45,] 3.157202e-04 1.580192e-04 7.584436e-05 3.487587e-05 1.531883e-05 [46,] 2.719047e-04 1.311928e-04 6.053858e-05 2.680507e-05 1.139886e-05 [47,] 2.474043e-04 1.163421e-04 5.183470e-05 2.201011e-05 8.953530e-06 [48,] 2.295914e-04 1.071984e-04 4.692566e-05 1.935979e-05 7.574256e-06 [49,] 2.091670e-04 9.853632e-05 4.319035e-05 1.767177e-05 6.779866e-06 [50,] 1.820119e-04 8.739112e-05 3.887058e-05 1.604250e-05 6.158866e-06 [,46] [,47] [,48] [,49] [,50] [1,] 1.010471e-10 4.539179e-11 1.895842e-11 7.321651e-12 2.609180e-12 [2,] 5.305857e-10 2.464468e-10 1.061463e-10 4.223143e-11 1.549873e-11 [3,] 2.579894e-09 1.237379e-09 5.493160e-10 2.251110e-10 8.507306e-11 [4,] 1.160856e-08 5.743936e-09 2.627341e-09 1.108864e-09 4.315076e-10 [5,] 4.831568e-08 2.464737e-08 1.161344e-08 5.047443e-09 2.022468e-09 [6,] 1.859505e-07 9.775450e-08 4.743920e-08 2.123096e-08 8.759306e-09 [7,] 6.616322e-07 3.583241e-07 1.790751e-07 8.252187e-08 3.505511e-08 [8,] 2.176151e-06 1.213862e-06 6.246668e-07 2.963934e-07 1.296363e-07 [9,] 6.615757e-06 3.800186e-06 2.013600e-06 9.837093e-07 4.429910e-07 [10,] 1.858971e-05 1.099463e-05 5.998065e-06 3.016933e-06 1.398807e-06 [11,] 4.828012e-05 2.939685e-05 1.651072e-05 8.550037e-06 4.081477e-06 [12,] 1.158996e-04 7.264027e-05 4.199973e-05 2.239131e-05 1.100467e-05 [13,] 2.571845e-04 1.658941e-04 9.873352e-05 5.418851e-05 2.741832e-05 [14,] 5.276071e-04 3.501820e-04 2.145065e-04 1.211890e-04 6.312718e-05 [15,] 1.000830e-03 6.833059e-04 4.307280e-04 2.504754e-04 1.343117e-04 [16,] 1.755952e-03 1.232725e-03 7.994571e-04 4.784518e-04 2.640878e-04 [17,] 2.850628e-03 2.056600e-03 1.371760e-03 8.447318e-04 4.798901e-04 [18,] 4.284416e-03 3.174065e-03 2.176414e-03 1.378672e-03 8.059837e-04 [19,] 5.966484e-03 4.533968e-03 3.193850e-03 2.080377e-03 1.251262e-03 [20,] 7.707593e-03 5.998524e-03 4.336944e-03 2.903184e-03 1.795872e-03 [21,] 9.250945e-03 7.357826e-03 5.452770e-03 3.748190e-03 2.383453e-03 [22,] 1.033881e-02 8.379272e-03 6.353273e-03 4.479385e-03 2.926071e-03 [23,] 1.079046e-02 8.876931e-03 6.868579e-03 4.959096e-03 3.324431e-03 [24,] 1.055668e-02 8.771379e-03 6.902122e-03 5.091604e-03 3.497862e-03 [25,] 9.725824e-03 8.111991e-03 6.462228e-03 4.855695e-03 3.411680e-03 [26,] 8.482041e-03 7.052238e-03 5.655193e-03 4.310514e-03 3.089008e-03 [27,] 7.039794e-03 5.792644e-03 4.644546e-03 3.572316e-03 2.601352e-03 [28,] 5.586320e-03 4.519986e-03 3.597469e-03 2.774309e-03 2.042955e-03 [29,] 4.251678e-03 3.367503e-03 2.642209e-03 2.028470e-03 1.501467e-03 [30,] 3.106913e-03 2.404611e-03 1.850005e-03 1.403813e-03 1.037242e-03 [31,] 2.177880e-03 1.648707e-03 1.240267e-03 9.246175e-04 6.770193e-04 [32,] 1.461368e-03 1.085095e-03 7.981948e-04 5.824024e-04 4.198421e-04 [33,] 9.368266e-04 6.842471e-04 4.933040e-04 3.519684e-04 2.486431e-04 [34,] 5.737370e-04 4.125547e-04 2.923525e-04 2.043046e-04 1.411716e-04 [35,] 3.370694e-04 2.377470e-04 1.658105e-04 1.138032e-04 7.698232e-05 [36,] 1.921853e-04 1.314830e-04 8.994995e-05 6.072363e-05 4.030798e-05 [37,] 1.088560e-04 7.066237e-05 4.686407e-05 3.102124e-05 2.023660e-05 [38,] 6.356693e-05 3.789440e-05 2.377001e-05 1.523716e-05 9.738190e-06 [39,] 3.988734e-05 2.116538e-05 1.209236e-05 7.303375e-06 4.512488e-06 [40,] 2.744557e-05 1.288924e-05 6.476430e-06 3.531609e-06 2.046455e-06 [41,] 2.033206e-05 8.700734e-06 3.835411e-06 1.818313e-06 9.425087e-07 [42,] 1.555723e-05 6.328756e-06 2.539225e-06 1.048917e-06 4.676280e-07 [43,] 1.184667e-05 4.729121e-06 1.809090e-06 6.805683e-07 2.631090e-07 [44,] 8.807377e-06 3.501261e-06 1.317122e-06 4.738704e-07 1.671488e-07 [45,] 6.400760e-06 2.533857e-06 9.480298e-07 3.357137e-07 1.135516e-07 [46,] 4.647556e-06 1.810035e-06 6.703739e-07 2.353076e-07 7.828305e-08 [47,] 3.500661e-06 1.316093e-06 4.746662e-07 1.635573e-07 5.362775e-08 [48,] 2.828099e-06 1.013207e-06 3.493755e-07 1.159548e-07 3.694147e-08 [49,] 2.452959e-06 8.424746e-07 2.765155e-07 8.720450e-08 2.650131e-08 [50,] 2.207271e-06 7.420434e-07 2.354290e-07 7.098404e-08 2.047919e-08 > 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 80.7433 0.2562 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/7vwgd1226522876.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] 100.9607 102.0868 103.2129 104.3390 105.4651 106.5911 107.7172 108.8433 [9] 109.9694 111.0955 112.2216 113.3477 114.4738 115.5999 116.7260 117.8521 [17] 118.9782 120.1043 121.2304 122.3565 123.4826 124.6087 125.7348 126.8609 [25] 127.9870 129.1130 130.2391 131.3652 132.4913 133.6174 134.7435 135.8696 [33] 136.9957 138.1218 139.2479 140.3740 141.5001 142.6262 143.7523 144.8784 [41] 146.0045 147.1306 148.2567 149.3828 150.5089 151.6349 152.7610 153.8871 [49] 155.0132 156.1393 $yords [1] 81.67070 83.05965 84.44860 85.83756 87.22651 88.61546 90.00441 [8] 91.39336 92.78231 94.17126 95.56021 96.94916 98.33811 99.72706 [15] 101.11602 102.50497 103.89392 105.28287 106.67182 108.06077 109.44972 [22] 110.83867 112.22762 113.61657 115.00552 116.39448 117.78343 119.17238 [29] 120.56133 121.95028 123.33923 124.72818 126.11713 127.50608 128.89503 [36] 130.28398 131.67294 133.06189 134.45084 135.83979 137.22874 138.61769 [43] 140.00664 141.39559 142.78454 144.17349 145.56244 146.95140 148.34035 [50] 149.72930 $zden [,1] [,2] [,3] [,4] [,5] [1,] 1.507044e-03 2.815923e-03 4.865398e-03 7.703956e-03 1.113900e-02 [2,] 1.786429e-03 3.346003e-03 5.977457e-03 9.946367e-03 1.524074e-02 [3,] 2.206770e-03 3.866769e-03 6.823165e-03 1.161485e-02 1.856358e-02 [4,] 3.068733e-03 4.737015e-03 7.725473e-03 1.281717e-02 2.073241e-02 [5,] 4.716888e-03 6.484117e-03 9.358490e-03 1.425068e-02 2.222178e-02 [6,] 7.332849e-03 9.563507e-03 1.250274e-02 1.699475e-02 2.426924e-02 [7,] 1.070299e-02 1.400958e-02 1.760838e-02 2.202642e-02 2.838404e-02 [8,] 1.414830e-02 1.918092e-02 2.433483e-02 2.958919e-02 3.560444e-02 [9,] 1.675831e-02 2.386801e-02 3.140509e-02 3.872633e-02 4.573513e-02 [10,] 1.782883e-02 2.681319e-02 3.703571e-02 4.740711e-02 5.701430e-02 [11,] 1.719621e-02 2.732059e-02 3.976645e-02 5.336580e-02 6.664731e-02 [12,] 1.524161e-02 2.552419e-02 3.912387e-02 5.516532e-02 7.206540e-02 [13,] 1.262518e-02 2.218716e-02 3.569000e-02 5.276075e-02 7.210364e-02 [14,] 9.986421e-03 1.827867e-02 3.066772e-02 4.729186e-02 6.734340e-02 [15,] 7.772923e-03 1.462811e-02 2.534424e-02 4.044011e-02 5.959672e-02 [16,] 6.204607e-03 1.175917e-02 2.071563e-02 3.379517e-02 5.104546e-02 [17,] 5.322703e-03 9.874639e-03 1.731346e-02 2.841935e-02 4.345771e-02 [18,] 5.070664e-03 8.955463e-03 1.524338e-02 2.469838e-02 3.770884e-02 [19,] 5.329483e-03 8.880431e-03 1.439049e-02 2.255336e-02 3.384020e-02 [20,] 5.866044e-03 9.418816e-03 1.455194e-02 2.178837e-02 3.159676e-02 [21,] 6.295205e-03 1.011534e-02 1.530805e-02 2.211085e-02 3.079830e-02 [22,] 6.206108e-03 1.032338e-02 1.586983e-02 2.280250e-02 3.102589e-02 [23,] 5.413924e-03 9.531847e-03 1.532657e-02 2.266638e-02 3.113225e-02 [24,] 4.096405e-03 7.729567e-03 1.323860e-02 2.066068e-02 2.955000e-02 [25,] 2.662717e-03 5.420873e-03 9.989370e-03 1.669667e-02 2.539204e-02 [26,] 1.480815e-03 3.264550e-03 6.507444e-03 1.174262e-02 1.921412e-02 [27,] 7.036371e-04 1.683377e-03 3.640623e-03 7.122579e-03 1.261782e-02 [28,] 2.856673e-04 7.426916e-04 1.745693e-03 3.711414e-03 7.141269e-03 [29,] 9.914710e-05 2.803930e-04 7.170737e-04 1.658839e-03 3.472528e-03 [30,] 2.943921e-05 9.062605e-05 2.523363e-04 6.356105e-04 1.448712e-03 [31,] 7.483267e-06 2.508719e-05 7.607921e-05 2.087263e-04 5.181306e-04 [32,] 1.629209e-06 5.949240e-06 1.965184e-05 5.872372e-05 1.587534e-04 [33,] 3.038477e-07 1.208519e-06 4.347708e-06 1.414715e-05 4.163965e-05 [34,] 4.853548e-08 2.102152e-07 8.233587e-07 2.916240e-06 9.341496e-06 [35,] 6.637103e-09 3.129017e-08 1.333649e-07 5.139098e-07 1.790796e-06 [36,] 7.764050e-10 3.982031e-09 1.845881e-08 7.734587e-08 2.930870e-07 [37,] 7.762033e-11 4.328263e-10 2.180876e-09 9.932422e-09 4.091789e-08 [38,] 6.624929e-12 4.014002e-11 2.197331e-10 1.087374e-09 4.870238e-09 [39,] 4.822175e-13 3.173003e-12 1.886450e-11 1.014345e-10 4.941988e-10 [40,] 2.990594e-14 2.136432e-13 1.379599e-12 8.065901e-12 4.282223e-11 [41,] 1.579631e-15 1.225632e-14 8.607556e-14 5.487871e-13 3.192876e-12 [42,] 7.118280e-17 6.016059e-16 4.622303e-15 3.249939e-14 2.113907e-13 [43,] 2.765507e-18 2.579078e-17 2.219781e-16 1.792215e-15 1.387590e-14 [44,] 9.699376e-20 1.047487e-18 1.088610e-17 1.114959e-16 1.139866e-15 [45,] 3.583225e-21 5.004122e-20 6.991816e-19 9.670390e-18 1.292699e-16 [46,] 1.794009e-22 3.386877e-21 6.140784e-20 1.043744e-18 1.634426e-17 [47,] 1.202594e-23 2.752280e-22 5.782502e-21 1.105000e-19 1.910616e-18 [48,] 8.360363e-25 2.137392e-23 4.939361e-22 1.029370e-20 1.932180e-19 [49,] 5.202238e-26 1.447895e-24 3.628724e-23 8.184890e-22 1.661080e-20 [50,] 2.773778e-27 8.352026e-26 2.262584e-24 5.513957e-23 1.208755e-21 [,6] [,7] [,8] [,9] [,10] [1,] 1.469124e-02 1.767733e-02 1.942024e-02 1.950240e-02 1.793297e-02 [2,] 2.140066e-02 2.749086e-02 3.230012e-02 3.473203e-02 3.421986e-02 [3,] 2.747298e-02 3.741353e-02 4.676979e-02 5.363548e-02 5.645002e-02 [4,] 3.174757e-02 4.529074e-02 5.973551e-02 7.260607e-02 8.124227e-02 [5,] 3.409272e-02 4.991822e-02 6.853267e-02 8.744509e-02 1.032866e-01 [6,] 3.560669e-02 5.177175e-02 7.239044e-02 9.554843e-02 1.178894e-01 [7,] 3.819228e-02 5.282225e-02 7.279570e-02 9.716730e-02 1.232920e-01 [8,] 4.374999e-02 5.571587e-02 7.280248e-02 9.516222e-02 1.213088e-01 [9,] 5.320381e-02 6.266441e-02 7.583538e-02 9.381971e-02 1.164270e-01 [10,] 6.568675e-02 7.424669e-02 8.423805e-02 9.724633e-02 1.141516e-01 [11,] 7.848009e-02 8.862084e-02 9.782245e-02 1.074436e-01 1.188141e-01 [12,] 8.807084e-02 1.019295e-01 1.133034e-01 1.227110e-01 1.311344e-01 [13,] 9.182440e-02 1.100608e-01 1.255516e-01 1.378234e-01 1.470082e-01 [14,] 8.916026e-02 1.107239e-01 1.302773e-01 1.466664e-01 1.592661e-01 [15,] 8.154940e-02 1.044150e-01 1.263009e-01 1.457854e-01 1.619485e-01 [16,] 7.159600e-02 9.380831e-02 1.158201e-01 1.361530e-01 1.539386e-01 [17,] 6.186294e-02 8.223912e-02 1.027920e-01 1.219993e-01 1.390716e-01 [18,] 5.393448e-02 7.218878e-02 9.074222e-02 1.079799e-01 1.230431e-01 [19,] 4.813047e-02 6.447823e-02 8.125906e-02 9.675049e-02 1.098770e-01 [20,] 4.407777e-02 5.863978e-02 7.393746e-02 8.826543e-02 1.002951e-01 [21,] 4.154321e-02 5.413524e-02 6.774521e-02 8.101368e-02 9.257453e-02 [22,] 4.047615e-02 5.106971e-02 6.250342e-02 7.409328e-02 8.490583e-02 [23,] 4.020432e-02 4.949072e-02 5.881546e-02 6.810370e-02 7.721725e-02 [24,] 3.905596e-02 4.825088e-02 5.654013e-02 6.389549e-02 7.077724e-02 [25,] 3.530244e-02 4.519657e-02 5.386987e-02 6.072556e-02 6.610919e-02 [26,] 2.858261e-02 3.881547e-02 4.844760e-02 5.620170e-02 6.168385e-02 [27,] 2.026932e-02 2.959410e-02 3.942760e-02 4.826960e-02 5.498523e-02 [28,] 1.244615e-02 1.967410e-02 2.827290e-02 3.709788e-02 4.481272e-02 [29,] 6.581179e-03 1.130133e-02 1.761023e-02 2.497164e-02 3.240413e-02 [30,] 2.988740e-03 5.584018e-03 9.458463e-03 1.455571e-02 2.043718e-02 [31,] 1.163982e-03 2.367515e-03 4.364026e-03 7.304030e-03 1.114187e-02 [32,] 3.883439e-04 8.600042e-04 1.725933e-03 3.145510e-03 5.226729e-03 [33,] 1.108876e-04 2.673422e-04 5.842981e-04 1.160643e-03 2.105243e-03 [34,] 2.707311e-05 7.105264e-05 1.691722e-04 3.666433e-04 7.275769e-04 [35,] 5.646694e-06 1.613281e-05 4.186886e-05 9.914787e-05 2.158396e-04 [36,] 1.005348e-06 3.127826e-06 8.857287e-06 2.296538e-05 5.503606e-05 [37,] 1.527098e-07 5.177627e-07 1.602490e-06 4.562874e-06 1.209158e-05 [38,] 1.978748e-08 7.321761e-08 2.483423e-07 7.798742e-07 2.298777e-06 [39,] 2.188945e-09 8.863453e-09 3.309829e-08 1.154221e-07 3.817801e-07 [40,] 2.074868e-10 9.249899e-10 3.839922e-09 1.507762e-08 5.692570e-08 [41,] 1.709662e-11 8.534520e-11 4.040269e-10 1.847223e-09 8.261971e-09 [42,] 1.292844e-12 7.589047e-12 4.359774e-11 2.474654e-10 1.379677e-09 [43,] 1.053819e-13 7.954873e-13 5.943254e-12 4.312217e-11 2.968154e-10 [44,] 1.155786e-14 1.137709e-13 1.060530e-12 9.175772e-12 7.271225e-11 [45,] 1.628857e-15 1.898178e-14 2.021008e-13 1.952085e-12 1.703857e-11 [46,] 2.332786e-16 3.016285e-15 3.521347e-14 3.705199e-13 3.510565e-12 [47,] 2.980785e-17 4.189805e-16 5.301792e-15 6.037243e-14 6.185192e-13 [48,] 3.264499e-18 4.962911e-17 6.787804e-16 8.351283e-15 9.242542e-14 [49,] 3.032649e-19 4.980573e-18 7.357713e-17 9.776917e-16 1.168573e-14 [50,] 2.383492e-20 4.227526e-19 6.744507e-18 9.678352e-17 1.249232e-15 [,11] [,12] [,13] [,14] [,15] [1,] 1.513919e-02 1.178951e-02 8.545419e-03 5.862388e-03 3.913959e-03 [2,] 3.095404e-02 2.579983e-02 1.995161e-02 1.450439e-02 1.014241e-02 [3,] 5.459511e-02 4.864635e-02 4.014188e-02 3.098642e-02 2.278937e-02 [4,] 8.371047e-02 7.955063e-02 6.997583e-02 5.740302e-02 4.454078e-02 [5,] 1.127750e-01 1.138579e-01 1.065177e-01 9.281830e-02 7.612746e-02 [6,] 1.353439e-01 1.443411e-01 1.430646e-01 1.321847e-01 1.146681e-01 [7,] 1.471827e-01 1.644712e-01 1.717290e-01 1.676752e-01 1.537281e-01 [8,] 1.481209e-01 1.714163e-01 1.870014e-01 1.919273e-01 1.855236e-01 [9,] 1.418877e-01 1.670527e-01 1.880324e-01 2.011529e-01 2.040193e-01 [10,] 1.346379e-01 1.570872e-01 1.788151e-01 1.965748e-01 2.072861e-01 [11,] 1.326958e-01 1.490020e-01 1.667303e-01 1.840179e-01 1.983552e-01 [12,] 1.396074e-01 1.489743e-01 1.597391e-01 1.718361e-01 1.843333e-01 [13,] 1.535960e-01 1.583759e-01 1.624807e-01 1.672195e-01 1.735291e-01 [14,] 1.677574e-01 1.721426e-01 1.730634e-01 1.720373e-01 1.711480e-01 [15,] 1.740603e-01 1.814034e-01 1.835859e-01 1.811636e-01 1.759527e-01 [16,] 1.686102e-01 1.794207e-01 1.853677e-01 1.857622e-01 1.810380e-01 [17,] 1.538354e-01 1.661228e-01 1.752114e-01 1.798870e-01 1.791948e-01 [18,] 1.359959e-01 1.473396e-01 1.571964e-01 1.647898e-01 1.686730e-01 [19,] 1.206463e-01 1.299315e-01 1.386762e-01 1.470246e-01 1.539643e-01 [20,] 1.097293e-01 1.174096e-01 1.247348e-01 1.327063e-01 1.411710e-01 [21,] 1.017696e-01 1.090722e-01 1.158662e-01 1.236481e-01 1.331049e-01 [22,] 9.423193e-02 1.021185e-01 1.095330e-01 1.179552e-01 1.285874e-01 [23,] 8.597249e-02 9.439680e-02 1.030099e-01 1.128338e-01 1.250264e-01 [24,] 7.785567e-02 8.577719e-02 9.512032e-02 1.064794e-01 1.205077e-01 [25,] 7.118913e-02 7.747101e-02 8.625154e-02 9.830470e-02 1.139050e-01 [26,] 6.574163e-02 7.022966e-02 7.728315e-02 8.850007e-02 1.044777e-01 [27,] 5.952945e-02 6.324407e-02 6.846849e-02 7.761245e-02 9.218974e-02 [28,] 5.059847e-02 5.481317e-02 5.915925e-02 6.614473e-02 7.805690e-02 [29,] 3.889554e-02 4.404313e-02 4.856671e-02 5.430809e-02 6.359107e-02 [30,] 2.639654e-02 3.184217e-02 3.680194e-02 4.223470e-02 4.986167e-02 [31,] 1.560232e-02 2.031770e-02 2.513603e-02 3.044574e-02 3.726842e-02 [32,] 7.976126e-03 1.131848e-02 1.522875e-02 1.993522e-02 2.605063e-02 [33,] 3.515512e-03 5.476108e-03 8.109147e-03 1.167570e-02 1.666234e-02 [34,] 1.334837e-03 2.297111e-03 3.778397e-03 6.055386e-03 9.572816e-03 [35,] 4.369631e-04 8.358241e-04 1.538137e-03 2.763903e-03 4.874023e-03 [36,] 1.235634e-04 2.642663e-04 5.470560e-04 1.106104e-03 2.179718e-03 [37,] 3.027729e-05 7.280913e-05 1.701705e-04 3.874408e-04 8.521352e-04 [38,] 6.462517e-06 1.757041e-05 4.648377e-05 1.191082e-04 2.918076e-04 [39,] 1.216160e-06 3.765650e-06 1.132051e-05 3.268555e-05 8.925096e-05 [40,] 2.090757e-07 7.480227e-07 2.582264e-06 8.467627e-06 2.596153e-05 [41,] 3.618892e-08 1.535096e-07 6.196033e-07 2.338939e-06 8.148437e-06 [42,] 7.422224e-09 3.773374e-08 1.781571e-07 7.718003e-07 3.044809e-06 [43,] 1.900260e-09 1.116340e-08 5.968095e-08 2.889694e-07 1.263810e-06 [44,] 5.235607e-10 3.410187e-09 2.004389e-08 1.061701e-07 5.064370e-07 [45,] 1.341078e-10 9.507640e-10 6.067821e-09 3.484927e-08 1.800856e-07 [46,] 2.993571e-11 2.296860e-10 1.585459e-09 9.845044e-09 5.499243e-08 [47,] 5.700535e-12 4.726057e-11 3.524460e-10 2.364217e-09 1.426520e-08 [48,] 9.200915e-13 8.238811e-12 6.635784e-11 4.807404e-10 3.132689e-09 [49,] 1.256320e-13 1.214875e-12 1.056704e-11 8.267287e-11 5.817800e-10 [50,] 1.450348e-14 1.514562e-13 1.422627e-12 1.201938e-11 9.133954e-11 [,16] [,17] [,18] [,19] [,20] [1,] 2.637954e-03 1.848846e-03 1.348930e-03 9.951972e-04 7.143656e-04 [2,] 7.053041e-03 5.044889e-03 3.761157e-03 2.869615e-03 2.160902e-03 [3,] 1.643590e-02 1.202948e-02 9.140169e-03 7.167227e-03 5.626571e-03 [4,] 3.347639e-02 2.516440e-02 1.946614e-02 1.559628e-02 1.267188e-02 [5,] 5.987465e-02 4.642992e-02 3.659104e-02 2.980358e-02 2.485741e-02 [6,] 9.468530e-02 7.610200e-02 6.125641e-02 5.054889e-02 4.290491e-02 [7,] 1.335640e-01 1.117908e-01 9.230897e-02 7.712087e-02 6.609886e-02 [8,] 1.697478e-01 1.485777e-01 1.266039e-01 1.074176e-01 9.254595e-02 [9,] 1.963586e-01 1.802533e-01 1.595216e-01 1.383884e-01 1.200036e-01 [10,] 2.088989e-01 2.011451e-01 1.858084e-01 1.662378e-01 1.461846e-01 [11,] 2.070748e-01 2.081272e-01 2.009006e-01 1.866547e-01 1.682205e-01 [12,] 1.953200e-01 2.022635e-01 2.028588e-01 1.960356e-01 1.825811e-01 [13,] 1.812777e-01 1.889183e-01 1.938672e-01 1.935438e-01 1.865757e-01 [14,] 1.721427e-01 1.754272e-01 1.796381e-01 1.821552e-01 1.803361e-01 [15,] 1.705469e-01 1.671594e-01 1.664801e-01 1.672944e-01 1.671420e-01 [16,] 1.730733e-01 1.645993e-01 1.579600e-01 1.539910e-01 1.517347e-01 [17,] 1.733384e-01 1.639976e-01 1.537389e-01 1.448452e-01 1.383051e-01 [18,] 1.676024e-01 1.614625e-01 1.515939e-01 1.402862e-01 1.297535e-01 [19,] 1.577408e-01 1.568059e-01 1.507268e-01 1.405292e-01 1.282978e-01 [20,] 1.487032e-01 1.531876e-01 1.527870e-01 1.468117e-01 1.360826e-01 [21,] 1.435755e-01 1.531505e-01 1.593375e-01 1.599969e-01 1.541920e-01 [22,] 1.416115e-01 1.558489e-01 1.689394e-01 1.779657e-01 1.803586e-01 [23,] 1.402966e-01 1.583669e-01 1.776785e-01 1.954518e-01 2.081964e-01 [24,] 1.378018e-01 1.586036e-01 1.823578e-01 2.072515e-01 2.300196e-01 [25,] 1.330805e-01 1.558448e-01 1.821212e-01 2.112174e-01 2.410541e-01 [26,] 1.249251e-01 1.492107e-01 1.768903e-01 2.076927e-01 2.407699e-01 [27,] 1.123614e-01 1.372353e-01 1.656703e-01 1.969336e-01 2.305754e-01 [28,] 9.601248e-02 1.196481e-01 1.476244e-01 1.785472e-01 2.115425e-01 [29,] 7.823166e-02 9.876872e-02 1.243935e-01 1.535991e-01 1.850256e-01 [30,] 6.150452e-02 7.827151e-02 1.000962e-01 1.259322e-01 1.544312e-01 [31,] 4.695945e-02 6.061880e-02 7.856712e-02 1.002563e-01 1.246821e-01 [32,] 3.447016e-02 4.600908e-02 6.097641e-02 7.900363e-02 9.930714e-02 [33,] 2.373915e-02 3.352273e-02 4.623381e-02 6.149696e-02 7.851230e-02 [34,] 1.492395e-02 2.268507e-02 3.312446e-02 4.595553e-02 6.037679e-02 [35,] 8.377213e-03 1.383432e-02 2.163524e-02 3.173359e-02 4.353899e-02 [36,] 4.137314e-03 7.448429e-03 1.255122e-02 1.963561e-02 2.845847e-02 [37,] 1.784182e-03 3.503658e-03 6.379990e-03 1.070278e-02 1.651455e-02 [38,] 6.730627e-04 1.442215e-03 2.844503e-03 5.138267e-03 8.492112e-03 [39,] 2.271303e-04 5.327407e-04 1.143514e-03 2.238070e-03 3.991612e-03 [40,] 7.349738e-05 1.905026e-04 4.497927e-04 9.649868e-04 1.880348e-03 [41,] 2.596645e-05 7.527740e-05 1.979180e-04 4.711990e-04 1.015404e-03 [42,] 1.089036e-05 3.522510e-05 1.028918e-04 2.712141e-04 6.449567e-04 [43,] 4.985203e-06 1.772131e-05 5.674423e-05 1.636271e-04 4.248670e-04 [44,] 2.174620e-06 8.403852e-06 2.922518e-05 9.145150e-05 2.574940e-04 [45,] 8.372392e-07 3.501704e-06 1.317515e-05 4.459343e-05 1.357756e-04 [46,] 2.763145e-07 1.248855e-06 5.077207e-06 1.856698e-05 6.107442e-05 [47,] 7.742201e-08 3.779580e-07 1.659644e-06 6.555089e-06 2.328807e-05 [48,] 1.836177e-08 9.680545e-08 4.590644e-07 1.958107e-06 7.512546e-06 [49,] 3.682507e-09 2.096598e-08 1.073678e-07 4.945622e-07 2.049060e-06 [50,] 6.243442e-10 3.838624e-09 2.122825e-08 1.055943e-07 4.724471e-07 [,21] [,22] [,23] [,24] [,25] [1,] 4.838906e-04 3.035186e-04 1.744905e-04 9.145955e-05 4.359556e-05 [2,] 1.552802e-03 1.040856e-03 6.424182e-04 3.626057e-04 1.865327e-04 [3,] 4.269466e-03 3.049330e-03 2.016997e-03 1.224733e-03 6.795686e-04 [4,] 1.009353e-02 7.650613e-03 5.410113e-03 3.528888e-03 2.110340e-03 [5,] 2.062516e-02 1.649902e-02 1.242899e-02 8.690363e-03 5.594227e-03 [6,] 3.672397e-02 3.076129e-02 2.455490e-02 1.834328e-02 1.268568e-02 [7,] 5.768934e-02 5.005061e-02 4.199434e-02 3.334063e-02 2.469087e-02 [8,] 8.139853e-02 7.213073e-02 6.286151e-02 5.259558e-02 4.148349e-02 [9,] 1.055096e-01 9.408176e-02 8.382445e-02 7.297032e-02 6.075071e-02 [10,] 1.284557e-01 1.140385e-01 1.021183e-01 9.091163e-02 7.880726e-02 [11,] 1.489823e-01 1.315903e-01 1.170537e-01 1.046746e-01 9.280508e-02 [12,] 1.649634e-01 1.463564e-01 1.293305e-01 1.148962e-01 1.023982e-01 [13,] 1.735177e-01 1.566614e-01 1.390001e-01 1.228903e-01 1.091343e-01 [14,] 1.728163e-01 1.601663e-01 1.445579e-01 1.286423e-01 1.142761e-01 [15,] 1.636425e-01 1.557235e-01 1.440733e-01 1.306171e-01 1.173852e-01 [16,] 1.491617e-01 1.444249e-01 1.368632e-01 1.271878e-01 1.168315e-01 [17,] 1.335924e-01 1.293218e-01 1.242804e-01 1.181297e-01 1.113693e-01 [18,] 1.212432e-01 1.148044e-01 1.097591e-01 1.054303e-01 1.015610e-01 [19,] 1.163023e-01 1.061790e-01 9.860631e-02 9.352053e-02 9.054034e-02 [20,] 1.226419e-01 1.089924e-01 9.727718e-02 8.878158e-02 8.386843e-02 [21,] 1.426245e-01 1.274689e-01 1.116633e-01 9.797660e-02 8.825165e-02 [22,] 1.748360e-01 1.620247e-01 1.444300e-01 1.256670e-01 1.092613e-01 [23,] 2.126887e-01 2.071882e-01 1.923592e-01 1.713160e-01 1.486132e-01 [24,] 2.463924e-01 2.523418e-01 2.457483e-01 2.276153e-01 2.020081e-01 [25,] 2.677387e-01 2.861348e-01 2.915670e-01 2.819510e-01 2.590986e-01 [26,] 2.736332e-01 3.016913e-01 3.191660e-01 3.212981e-01 3.067108e-01 [27,] 2.654315e-01 2.984594e-01 3.245223e-01 3.377816e-01 3.342143e-01 [28,] 2.459053e-01 2.799673e-01 3.101220e-01 3.310935e-01 3.377491e-01 [29,] 2.177614e-01 2.507426e-01 2.816881e-01 3.065918e-01 3.205711e-01 [30,] 1.845163e-01 2.152845e-01 2.452266e-01 2.714538e-01 2.898371e-01 [31,] 1.509403e-01 1.783738e-01 2.060518e-01 2.319547e-01 2.526859e-01 [32,] 1.212014e-01 1.443806e-01 1.685712e-01 1.926801e-01 2.141388e-01 [33,] 9.656241e-02 1.154640e-01 1.354675e-01 1.564652e-01 1.770071e-01 [34,] 7.549926e-02 9.092871e-02 1.070013e-01 1.242858e-01 1.425166e-01 [35,] 5.615281e-02 6.890828e-02 8.185236e-02 9.567927e-02 1.109293e-01 [36,] 3.837278e-02 4.866917e-02 5.907810e-02 7.003226e-02 8.231239e-02 [37,] 2.352288e-02 3.122404e-02 3.925001e-02 4.772744e-02 5.729304e-02 [38,] 1.288071e-02 1.807491e-02 2.380181e-02 3.002547e-02 3.713173e-02 [39,] 6.503550e-03 9.742368e-03 1.357692e-02 1.792715e-02 2.295806e-02 [40,] 3.333200e-03 5.397907e-03 8.050573e-03 1.120750e-02 1.485188e-02 [41,] 1.981797e-03 3.509994e-03 5.663616e-03 8.385212e-03 1.152644e-02 [42,] 1.383877e-03 2.681010e-03 4.696402e-03 7.459589e-03 1.079807e-02 [43,] 9.934165e-04 2.092096e-03 3.970232e-03 6.796000e-03 1.051192e-02 [44,] 6.523679e-04 1.487299e-03 3.051791e-03 5.637709e-03 9.382310e-03 [45,] 3.718876e-04 9.163285e-04 2.031255e-03 4.051338e-03 7.271835e-03 [46,] 1.807095e-04 4.809612e-04 1.151476e-03 2.479881e-03 4.804736e-03 [47,] 7.441845e-05 2.139052e-04 5.530429e-04 1.286169e-03 2.690603e-03 [48,] 2.592546e-05 8.047387e-05 2.246848e-04 5.642664e-04 1.274649e-03 [49,] 7.636173e-06 2.559673e-05 7.717589e-05 2.092989e-04 5.105548e-04 [50,] 1.901310e-06 6.882400e-06 2.240859e-05 6.562603e-05 1.728725e-04 [,26] [,27] [,28] [,29] [,30] [1,] 1.887542e-05 7.419746e-06 2.647779e-06 8.578732e-07 2.524067e-07 [2,] 8.730953e-05 3.715629e-05 1.437295e-05 5.053367e-06 1.614935e-06 [3,] 3.437860e-04 1.583864e-04 6.641800e-05 2.534392e-05 8.798488e-06 [4,] 1.153391e-03 5.751624e-04 2.614555e-04 1.082806e-04 4.083739e-05 [5,] 3.300920e-03 1.781041e-03 8.774783e-04 3.943684e-04 1.615591e-04 [6,] 8.071982e-03 4.709210e-03 2.513495e-03 1.225507e-03 5.451730e-04 [7,] 1.690922e-02 1.065355e-02 6.155164e-03 3.253702e-03 1.570868e-03 [8,] 3.047292e-02 2.068999e-02 1.292091e-02 7.396981e-03 3.872108e-03 [9,] 4.759011e-02 3.469052e-02 2.335771e-02 1.445434e-02 8.191194e-03 [10,] 6.520712e-02 5.070491e-02 3.664858e-02 2.443698e-02 1.495379e-02 [11,] 7.995694e-02 6.564475e-02 5.056514e-02 3.613913e-02 2.378256e-02 [12,] 9.026383e-02 7.711986e-02 6.262101e-02 4.758159e-02 3.346185e-02 [13,] 9.696185e-02 8.485054e-02 7.163410e-02 5.722981e-02 4.263140e-02 [14,] 1.018014e-01 9.024192e-02 7.821251e-02 6.493047e-02 5.071838e-02 [15,] 1.054592e-01 9.459329e-02 8.366584e-02 7.160695e-02 5.818676e-02 [16,] 1.069537e-01 9.774921e-02 8.845501e-02 7.799013e-02 6.577462e-02 [17,] 1.047021e-01 9.832464e-02 9.164936e-02 8.362446e-02 7.341900e-02 [18,] 9.818373e-02 9.516081e-02 9.183798e-02 8.711895e-02 7.994005e-02 [19,] 8.920795e-02 8.892554e-02 8.878250e-02 8.755133e-02 8.396631e-02 [20,] 8.217296e-02 8.281684e-02 8.455479e-02 8.592425e-02 8.547745e-02 [21,] 8.307470e-02 8.186203e-02 8.320922e-02 8.534200e-02 8.654700e-02 [22,] 9.755711e-02 9.117842e-02 8.916425e-02 8.959447e-02 9.037271e-02 [23,] 1.286180e-01 1.140639e-01 1.054311e-01 1.013007e-01 9.934392e-02 [24,] 1.745876e-01 1.504748e-01 1.325550e-01 1.209750e-01 1.138578e-01 [25,] 2.282753e-01 1.961425e-01 1.682142e-01 1.471587e-01 1.326303e-01 [26,] 2.784443e-01 2.428998e-01 2.072555e-01 1.768193e-01 1.536503e-01 [27,] 3.137900e-01 2.808696e-01 2.424971e-01 2.055917e-01 1.746146e-01 [28,] 3.275533e-01 3.021091e-01 2.667342e-01 2.283114e-01 1.927019e-01 [29,] 3.198703e-01 3.038289e-01 2.754937e-01 2.404480e-01 2.046036e-01 [30,] 2.963639e-01 2.890194e-01 2.689532e-01 2.401232e-01 2.076604e-01 [31,] 2.642953e-01 2.639462e-01 2.513816e-01 2.291720e-01 2.015758e-01 [32,] 2.292160e-01 2.344226e-01 2.282219e-01 2.118865e-01 1.889016e-01 [33,] 1.939992e-01 2.036229e-01 2.031023e-01 1.921893e-01 1.733401e-01 [34,] 1.597271e-01 1.724326e-01 1.770392e-01 1.716887e-01 1.573071e-01 [35,] 1.268857e-01 1.410417e-01 1.497795e-01 1.500519e-01 1.410268e-01 [36,] 9.611440e-02 1.101349e-01 1.214763e-01 1.267110e-01 1.235807e-01 [37,] 6.855048e-02 8.118610e-02 9.337729e-02 1.021085e-01 1.044318e-01 [38,] 4.575150e-02 5.615808e-02 6.755498e-02 7.782466e-02 8.413088e-02 [39,] 2.912781e-02 3.691443e-02 4.625842e-02 5.606096e-02 6.419816e-02 [40,] 1.916994e-02 2.453787e-02 3.124257e-02 3.901944e-02 4.672510e-02 [41,] 1.496998e-02 1.876708e-02 2.314134e-02 2.825832e-02 3.385138e-02 [42,] 1.436852e-02 1.781694e-02 2.098027e-02 2.395767e-02 2.693641e-02 [43,] 1.474114e-02 1.884980e-02 2.219189e-02 2.441308e-02 2.559521e-02 [44,] 1.408225e-02 1.910262e-02 2.350651e-02 2.640938e-02 2.737860e-02 [45,] 1.175086e-02 1.710753e-02 2.246812e-02 2.668331e-02 2.877648e-02 [46,] 8.375834e-03 1.314054e-02 1.856188e-02 2.362737e-02 2.714265e-02 [47,] 5.063297e-03 8.572079e-03 1.305796e-02 1.790303e-02 2.210391e-02 [48,] 2.589995e-03 4.733939e-03 7.783676e-03 1.151406e-02 1.532617e-02 [49,] 1.120237e-03 2.210925e-03 3.925029e-03 6.268034e-03 9.004657e-03 [50,] 4.096040e-04 8.729571e-04 1.673457e-03 2.885589e-03 4.475713e-03 [,31] [,32] [,33] [,34] [,35] [1,] 6.745454e-08 1.637694e-08 3.612505e-09 7.239901e-10 1.318075e-10 [2,] 4.691275e-07 1.238761e-07 2.973062e-08 6.484098e-09 1.284627e-09 [3,] 2.778546e-06 7.980076e-07 2.083726e-07 4.944670e-08 1.065781e-08 [4,] 1.401959e-05 4.379033e-06 1.243793e-06 3.210492e-07 7.525576e-08 [5,] 6.028456e-05 2.047383e-05 6.323596e-06 1.774741e-06 4.521991e-07 [6,] 2.210331e-04 8.158752e-05 2.738894e-05 8.353275e-06 2.312168e-06 [7,] 6.916095e-04 2.772891e-04 1.011073e-04 3.348651e-05 1.006207e-05 [8,] 1.849587e-03 8.047495e-04 3.184299e-04 1.144228e-04 3.729046e-05 [9,] 4.239096e-03 1.998940e-03 8.572467e-04 3.338020e-04 1.178534e-04 [10,] 8.366205e-03 4.267163e-03 1.979733e-03 8.339483e-04 3.184798e-04 [11,] 1.433533e-02 7.885120e-03 3.947050e-03 1.794302e-03 7.395451e-04 [12,] 2.161844e-02 1.276698e-02 6.868209e-03 3.357547e-03 1.488776e-03 [13,] 2.930777e-02 1.846825e-02 1.061962e-02 5.555423e-03 2.638341e-03 [14,] 3.678595e-02 2.455277e-02 1.499243e-02 8.343250e-03 4.220720e-03 [15,] 4.420399e-02 3.105101e-02 2.001970e-02 1.179017e-02 6.322915e-03 [16,] 5.220149e-02 3.850335e-02 2.616463e-02 1.628574e-02 9.250426e-03 [17,] 6.102312e-02 4.739054e-02 3.405780e-02 2.250012e-02 1.360621e-02 [18,] 6.985551e-02 5.737618e-02 4.385267e-02 3.096477e-02 2.010489e-02 [19,] 7.717637e-02 6.713839e-02 5.473053e-02 4.149449e-02 2.910890e-02 [20,] 8.208447e-02 7.522586e-02 6.517508e-02 5.297641e-02 4.016944e-02 [21,] 8.548957e-02 8.138154e-02 7.404285e-02 6.391778e-02 5.202519e-02 [22,] 8.983695e-02 8.700759e-02 8.151592e-02 7.343898e-02 6.323495e-02 [23,] 9.738735e-02 9.406079e-02 8.884879e-02 8.175191e-02 7.296630e-02 [24,] 1.086523e-01 1.033471e-01 9.700126e-02 8.953015e-02 8.115361e-02 [25,] 1.223957e-01 1.139241e-01 1.055597e-01 9.680707e-02 8.786221e-02 [26,] 1.368656e-01 1.240936e-01 1.130857e-01 1.026536e-01 9.265201e-02 [27,] 1.507721e-01 1.327845e-01 1.184468e-01 1.060136e-01 9.477067e-02 [28,] 1.630945e-01 1.398746e-01 1.216715e-01 1.067511e-01 9.398275e-02 [29,] 1.722484e-01 1.452458e-01 1.234454e-01 1.057342e-01 9.103350e-02 [30,] 1.760001e-01 1.477799e-01 1.238186e-01 1.038056e-01 8.711095e-02 [31,] 1.728006e-01 1.457269e-01 1.216352e-01 1.007145e-01 8.276319e-02 [32,] 1.633525e-01 1.383831e-01 1.155727e-01 9.528592e-02 7.741954e-02 [33,] 1.504811e-01 1.272491e-01 1.058219e-01 8.685176e-02 7.016902e-02 [34,] 1.371474e-01 1.151877e-01 9.448499e-02 7.643302e-02 6.108141e-02 [35,] 1.245901e-01 1.043974e-01 8.416829e-02 6.632534e-02 5.164434e-02 [36,] 1.122435e-01 9.524282e-02 7.626373e-02 5.853932e-02 4.384975e-02 [37,] 9.897040e-02 8.669050e-02 7.044687e-02 5.364722e-02 3.890646e-02 [38,] 8.418309e-02 7.741908e-02 6.533768e-02 5.078261e-02 3.667823e-02 [39,] 6.825102e-02 6.662993e-02 5.940823e-02 4.832108e-02 3.594978e-02 [40,] 5.249805e-02 5.447536e-02 5.170187e-02 4.465593e-02 3.504485e-02 [41,] 3.898994e-02 4.226756e-02 4.241011e-02 3.895581e-02 3.255296e-02 [42,] 2.985786e-02 3.219390e-02 3.307522e-02 3.174996e-02 2.806781e-02 [43,] 2.610409e-02 2.623433e-02 2.593066e-02 2.481931e-02 2.252769e-02 [44,] 2.661157e-02 2.475237e-02 2.247322e-02 2.012484e-02 1.768616e-02 [45,] 2.838617e-02 2.591468e-02 2.227466e-02 1.840882e-02 1.490338e-02 [46,] 2.821757e-02 2.667551e-02 2.312024e-02 1.861316e-02 1.417752e-02 [47,] 2.459943e-02 2.472072e-02 2.250369e-02 1.866012e-02 1.422618e-02 [48,] 1.836316e-02 1.981709e-02 1.928439e-02 1.695676e-02 1.352240e-02 [49,] 1.163862e-02 1.353718e-02 1.417494e-02 1.337210e-02 1.138009e-02 [50,] 6.244758e-03 7.838397e-03 8.852334e-03 8.997437e-03 8.234095e-03 [,36] [,37] [,38] [,39] [,40] [1,] 2.179235e-11 3.270714e-12 4.453699e-13 5.498772e-14 6.151478e-15 [2,] 2.310923e-10 3.772496e-11 5.584987e-12 7.493023e-13 9.103628e-14 [3,] 2.085263e-09 3.700963e-10 5.953943e-11 8.675548e-12 1.144093e-12 [4,] 1.600731e-08 3.087161e-09 5.393962e-10 8.531294e-11 1.220527e-11 [5,] 1.045102e-07 2.188960e-08 4.151371e-09 7.123023e-10 1.104911e-10 [6,] 5.802678e-07 1.319082e-07 2.713703e-08 5.048298e-09 8.485929e-10 [7,] 2.740079e-06 6.755631e-07 1.506622e-07 3.036884e-08 5.528778e-09 [8,] 1.100950e-05 2.941572e-06 7.106263e-07 1.550997e-07 3.056283e-08 [9,] 3.768255e-05 1.090014e-05 2.849893e-06 6.729709e-07 1.434342e-07 [10,] 1.101254e-04 3.444278e-05 9.734790e-06 2.484546e-06 5.722515e-07 [11,] 2.759985e-04 9.316512e-05 2.841955e-05 7.828462e-06 1.946105e-06 [12,] 5.979341e-04 2.172747e-04 7.136817e-05 2.117488e-05 5.671580e-06 [13,] 1.135738e-03 4.426402e-04 1.560467e-04 4.972638e-05 1.431645e-05 [14,] 1.937625e-03 8.062228e-04 3.037925e-04 1.036138e-04 3.198434e-05 [15,] 3.081703e-03 1.363393e-03 5.472328e-04 1.993070e-04 6.594842e-05 [16,] 4.784290e-03 2.250850e-03 9.635284e-04 3.760202e-04 1.343863e-04 [17,] 7.513752e-03 3.787363e-03 1.745645e-03 7.394741e-04 2.908164e-04 [18,] 1.197483e-02 6.544483e-03 3.294066e-03 1.540398e-03 6.797226e-04 [19,] 1.884701e-02 1.127093e-02 6.258038e-03 3.262807e-03 1.627009e-03 [20,] 2.832498e-02 1.858397e-02 1.140918e-02 6.634354e-03 3.722001e-03 [21,] 3.975670e-02 2.850647e-02 1.927071e-02 1.242296e-02 7.766840e-03 [22,] 5.175671e-02 4.016289e-02 2.962699e-02 2.096897e-02 1.444484e-02 [23,] 6.283625e-02 5.197890e-02 4.128849e-02 3.168148e-02 2.374500e-02 [24,] 7.203646e-02 6.233721e-02 5.243451e-02 4.296050e-02 3.453685e-02 [25,] 7.896867e-02 7.014196e-02 6.134711e-02 5.276691e-02 4.478815e-02 [26,] 8.334802e-02 7.483384e-02 6.692229e-02 5.942959e-02 5.240298e-02 [27,] 8.475478e-02 7.610609e-02 6.866391e-02 6.205614e-02 5.602096e-02 [28,] 8.302853e-02 7.392165e-02 6.654786e-02 6.048634e-02 5.524907e-02 [29,] 7.878692e-02 6.886228e-02 6.114301e-02 5.523249e-02 5.052160e-02 [30,] 7.329649e-02 6.220231e-02 5.372002e-02 4.751842e-02 4.298295e-02 [31,] 6.763782e-02 5.534277e-02 4.587947e-02 3.903749e-02 3.429942e-02 [32,] 6.194346e-02 4.901539e-02 3.881029e-02 3.130056e-02 2.614334e-02 [33,] 5.554214e-02 4.301279e-02 3.279761e-02 2.502641e-02 1.956056e-02 [34,] 4.796334e-02 3.674863e-02 2.741582e-02 2.007201e-02 1.471200e-02 [35,] 3.979208e-02 3.012810e-02 2.221781e-02 1.590846e-02 1.115329e-02 [36,] 3.248680e-02 2.387805e-02 1.728829e-02 1.220305e-02 8.357889e-03 [37,] 2.740510e-02 1.907226e-02 1.320705e-02 9.053421e-03 6.075766e-03 [38,] 2.499091e-02 1.639277e-02 1.057124e-02 6.792717e-03 4.349675e-03 [39,] 2.463537e-02 1.574477e-02 9.561957e-03 5.646672e-03 3.310097e-03 [40,] 2.502121e-02 1.632669e-02 9.823088e-03 5.530667e-03 2.976866e-03 [41,] 2.467539e-02 1.696093e-02 1.059445e-02 6.045702e-03 3.183005e-03 [42,] 2.264180e-02 1.658161e-02 1.099984e-02 6.610067e-03 3.606729e-03 [43,] 1.903262e-02 1.476883e-02 1.043898e-02 6.690420e-03 3.880529e-03 [44,] 1.498999e-02 1.199796e-02 8.909228e-03 6.062514e-03 3.752145e-03 [45,] 1.190547e-02 9.306089e-03 6.983127e-03 4.926704e-03 3.214005e-03 [46,] 1.043661e-02 7.550331e-03 5.387129e-03 3.746405e-03 2.488214e-03 [47,] 1.011709e-02 6.844374e-03 4.498207e-03 2.912635e-03 1.856990e-03 [48,] 9.842886e-03 6.609107e-03 4.159529e-03 2.504741e-03 1.472417e-03 [49,] 8.758156e-03 6.121691e-03 3.915026e-03 2.318469e-03 1.293745e-03 [50,] 6.790878e-03 5.055178e-03 3.406319e-03 2.088117e-03 1.174479e-03 [,41] [,42] [,43] [,44] [,45] [1,] 6.230897e-16 5.710398e-17 4.731789e-18 3.542732e-19 2.395203e-20 [2,] 1.000863e-14 9.950075e-16 8.938801e-17 7.252032e-18 5.310362e-19 [3,] 1.364512e-13 1.470766e-14 1.431804e-15 1.258181e-16 9.974682e-18 [4,] 1.578308e-12 1.843571e-13 1.943986e-14 1.849512e-15 1.586903e-16 [5,] 1.548381e-11 1.959045e-12 2.236600e-13 2.303009e-14 2.137884e-15 [6,] 1.288066e-10 1.764443e-11 2.180161e-12 2.428770e-13 2.438590e-14 [7,] 9.085228e-10 1.346830e-10 1.800361e-11 2.169203e-12 2.354992e-13 [8,] 5.434178e-09 8.713912e-10 1.259645e-10 1.640891e-11 1.925656e-12 [9,] 2.757764e-08 4.780857e-09 7.470173e-10 1.051692e-10 1.333730e-11 [10,] 1.188824e-07 2.226632e-08 3.758612e-09 5.716524e-10 7.832144e-11 [11,] 4.363839e-07 8.822885e-08 1.607931e-08 2.640988e-09 3.909440e-10 [12,] 1.370751e-06 2.988529e-07 5.877120e-08 1.042738e-08 1.670361e-09 [13,] 3.722995e-06 8.745828e-07 1.857159e-07 3.570545e-08 6.235426e-09 [14,] 8.940404e-06 2.266376e-06 5.227088e-07 1.103497e-07 2.154787e-08 [15,] 1.988327e-05 5.493812e-06 1.405386e-06 3.382764e-07 7.828902e-08 [16,] 4.436662e-05 1.372987e-05 4.068181e-06 1.182246e-06 3.427162e-07 [17,] 1.079922e-04 3.876888e-05 1.378677e-05 4.920570e-06 1.750216e-06 [18,] 2.894695e-04 1.219020e-04 5.151124e-05 2.173496e-05 8.961404e-06 [19,] 7.938593e-04 3.861186e-04 1.878164e-04 9.000556e-05 4.145898e-05 [20,] 2.055452e-03 1.130978e-03 6.175366e-04 3.284345e-04 1.661589e-04 [21,] 4.788220e-03 2.931897e-03 1.769052e-03 1.031592e-03 5.686508e-04 [22,] 9.815256e-03 6.604634e-03 4.358244e-03 2.766272e-03 1.654010e-03 [23,] 1.756562e-02 1.284893e-02 9.195784e-03 6.317759e-03 4.083568e-03 [24,] 2.745448e-02 2.159234e-02 1.662244e-02 1.229277e-02 8.559999e-03 [25,] 3.770944e-02 3.149455e-02 2.583061e-02 2.042513e-02 1.525736e-02 [26,] 4.600848e-02 4.022849e-02 3.473663e-02 2.911140e-02 2.318955e-02 [27,] 5.052606e-02 4.555357e-02 4.083021e-02 3.584739e-02 3.019606e-02 [28,] 5.056415e-02 4.636066e-02 4.248967e-02 3.852857e-02 3.392812e-02 [29,] 4.649322e-02 4.291077e-02 3.968966e-02 3.661292e-02 3.322726e-02 [30,] 3.942896e-02 3.638417e-02 3.366536e-02 3.118802e-02 2.872642e-02 [31,] 3.095335e-02 2.835010e-02 2.610654e-02 2.409105e-02 2.222722e-02 [32,] 2.273173e-02 2.038394e-02 1.856373e-02 1.699065e-02 1.557443e-02 [33,] 1.597853e-02 1.369880e-02 1.216169e-02 1.097581e-02 9.954483e-03 [34,] 1.110672e-02 8.843610e-03 7.451424e-03 6.530018e-03 5.825347e-03 [35,] 7.832689e-03 5.695453e-03 4.407296e-03 3.639550e-03 3.141039e-03 [36,] 5.598816e-03 3.759488e-03 2.626493e-03 1.970020e-03 1.590708e-03 [37,] 3.964610e-03 2.531541e-03 1.622072e-03 1.086275e-03 7.877984e-04 [38,] 2.748396e-03 1.698333e-03 1.030047e-03 6.282152e-04 4.022784e-04 [39,] 1.944263e-03 1.139294e-03 6.598280e-04 3.777338e-04 2.184125e-04 [40,] 1.570494e-03 8.287836e-04 4.406705e-04 2.350585e-04 1.255415e-04 [41,] 1.571483e-03 7.447096e-04 3.479761e-04 1.638333e-04 7.844149e-05 [42,] 1.796808e-03 8.256983e-04 3.560246e-04 1.476637e-04 6.068054e-05 [43,] 2.037217e-03 9.703284e-04 4.215975e-04 1.688178e-04 6.339229e-05 [44,] 2.103518e-03 1.066384e-03 4.889579e-04 2.032379e-04 7.698053e-05 [45,] 1.917143e-03 1.038631e-03 5.092144e-04 2.255968e-04 9.033684e-05 [46,] 1.546667e-03 8.860535e-04 4.631448e-04 2.195826e-04 9.413290e-05 [47,] 1.148502e-03 6.746585e-04 3.692353e-04 1.856593e-04 8.501002e-05 [48,] 8.540699e-04 4.864320e-04 2.673004e-04 1.387362e-04 6.679914e-05 [49,] 6.948283e-04 3.658593e-04 1.901416e-04 9.665673e-05 4.713118e-05 [50,] 6.143350e-04 3.045211e-04 1.461274e-04 6.898131e-05 3.210935e-05 [,46] [,47] [,48] [,49] [,50] [1,] 1.461500e-21 8.044326e-23 3.992347e-24 1.785879e-25 7.198045e-27 [2,] 3.507965e-20 2.089567e-21 1.121919e-22 5.427841e-24 2.365510e-25 [3,] 7.131081e-19 4.595535e-20 2.668668e-21 1.396064e-22 6.577421e-24 [4,] 1.227430e-17 8.555399e-19 5.372194e-20 3.038239e-21 1.547223e-22 [5,] 1.788538e-16 1.348028e-17 9.151112e-19 5.594075e-20 3.078769e-21 [6,] 2.206008e-15 1.797501e-16 1.318947e-17 8.713660e-19 5.182240e-20 [7,] 2.303058e-14 2.028336e-15 1.608465e-16 1.148299e-17 7.379338e-19 [8,] 2.035348e-13 1.937180e-14 1.660010e-15 1.280631e-16 8.894083e-18 [9,] 1.523293e-12 1.566666e-13 1.450881e-14 1.210021e-15 9.090644e-17 [10,] 9.665811e-12 1.074563e-12 1.076463e-13 9.724388e-15 7.933344e-16 [11,] 5.217224e-11 6.281534e-12 6.833957e-13 6.738245e-14 6.053427e-15 [12,] 2.419767e-10 3.179974e-11 3.812673e-12 4.211034e-13 4.349272e-14 [13,] 9.950247e-10 1.465710e-10 2.024514e-11 2.676833e-12 3.458780e-13 [14,] 3.955339e-09 6.970946e-10 1.204248e-10 2.060971e-11 3.473633e-12 [15,] 1.780433e-08 4.025463e-09 8.996810e-10 1.948812e-10 3.996311e-11 [16,] 9.904484e-08 2.802599e-08 7.571736e-09 1.910158e-09 4.429974e-10 [17,] 6.064032e-07 1.993374e-07 6.087139e-08 1.702909e-08 4.328502e-09 [18,] 3.516118e-06 1.284471e-06 4.304991e-07 1.312116e-07 3.618722e-08 [19,] 1.792879e-05 7.153999e-06 2.605177e-06 8.602303e-07 2.566279e-07 [20,] 7.834109e-05 3.393052e-05 1.337864e-05 4.777029e-06 1.540013e-06 [21,] 2.909407e-04 1.364210e-04 5.816144e-05 2.244062e-05 7.814756e-06 [22,] 9.159609e-04 4.643305e-04 2.138928e-04 8.914244e-05 3.352692e-05 [23,] 2.442992e-03 1.337484e-03 6.653154e-04 2.994156e-04 1.216027e-04 [24,] 5.521213e-03 3.260853e-03 1.750542e-03 8.504173e-04 3.728905e-04 [25,] 1.058286e-02 6.732635e-03 3.897309e-03 2.042839e-03 9.668330e-04 [26,] 1.723340e-02 1.178377e-02 7.346035e-03 4.151656e-03 2.119986e-03 [27,] 2.391056e-02 1.751322e-02 1.173440e-02 7.142233e-03 3.932428e-03 [28,] 2.839532e-02 2.216309e-02 1.591066e-02 1.041050e-02 6.173910e-03 [29,] 2.906323e-02 2.398655e-02 1.835962e-02 1.287619e-02 8.211130e-03 [30,] 2.588915e-02 2.234789e-02 1.810363e-02 1.354675e-02 9.263938e-03 [31,] 2.032258e-02 1.809260e-02 1.534952e-02 1.216967e-02 8.886245e-03 [32,] 1.425208e-02 1.288329e-02 1.129090e-02 9.389853e-03 7.273151e-03 [33,] 9.038058e-03 8.179755e-03 7.290675e-03 6.275654e-03 5.107312e-03 [34,] 5.224140e-03 4.688940e-03 4.188847e-03 3.674529e-03 3.101820e-03 [35,] 2.764716e-03 2.448073e-03 2.169261e-03 1.910302e-03 1.647134e-03 [36,] 1.349511e-03 1.170467e-03 1.022331e-03 8.935382e-04 7.749153e-04 [37,] 6.206972e-04 5.168874e-04 4.413489e-04 3.800049e-04 3.273910e-04 [38,] 2.813946e-04 2.159180e-04 1.762829e-04 1.480835e-04 1.256304e-04 [39,] 1.333132e-04 8.970038e-05 6.690154e-05 5.349284e-05 4.418545e-05 [40,] 6.832194e-05 3.955584e-05 2.551209e-05 1.845506e-05 1.443636e-05 [41,] 3.829519e-05 1.934817e-05 1.053343e-05 6.477439e-06 4.531835e-06 [42,] 2.536401e-05 1.098239e-05 5.027828e-06 2.532357e-06 1.470894e-06 [43,] 2.291970e-05 8.255092e-06 3.073299e-06 1.230093e-06 5.567950e-07 [44,] 2.683717e-05 8.764120e-06 2.758680e-06 8.732372e-07 2.948670e-07 [45,] 3.276616e-05 1.081834e-05 3.283101e-06 9.324833e-07 2.561605e-07 [46,] 3.644218e-05 1.274401e-05 4.033854e-06 1.161126e-06 3.068725e-07 [47,] 3.526370e-05 1.321658e-05 4.470857e-06 1.365444e-06 3.772196e-07 [48,] 2.946437e-05 1.181396e-05 4.286864e-06 1.404529e-06 4.151400e-07 [49,] 2.158924e-05 9.137324e-06 3.533666e-06 1.240304e-06 3.936191e-07 [50,] 1.454994e-05 6.286491e-06 2.538445e-06 9.436349e-07 3.197970e-07 > 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 28.8953 0.6536 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/15f0z1226522876.ps tmp/15f0z1226522876.png") > system("convert tmp/2apdo1226522876.ps tmp/2apdo1226522876.png") > system("convert tmp/36x7n1226522876.ps tmp/36x7n1226522876.png") > system("convert tmp/4hk3g1226522876.ps tmp/4hk3g1226522876.png") > system("convert tmp/5lquf1226522876.ps tmp/5lquf1226522876.png") > system("convert tmp/6aecn1226522876.ps tmp/6aecn1226522876.png") > system("convert tmp/7vwgd1226522876.ps tmp/7vwgd1226522876.png") > > > proc.time() user system elapsed 4.930 2.349 5.226