R version 2.7.0 (2008-04-22)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

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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
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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
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[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
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[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