R version 2.7.2 (2008-08-25)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> z <- c(98.5,97.9,96.2,93.7,93,93.6,93,92.1,91.4,90.3,90.3,91.6,92.4,93,93,91.9,91.6,93.2,94.4,94.2,93.6,93,92.3,91.4,90.5,89.1,87.4,86.7,87.4,89.4,90.5,88.5,85.3,83.6,83.9,85,85,84.2,83.8,83.6,84.2,86,88,89.4,89.6,88.4,86.1,84.5,84.7,86.1,87.3,87.4,86.6,85.3,84.1,84.8,86,86.8,88.2,89.6)
> y <- c(151.3,151.2,150.8,149.9,148.9,148,146.8,145.3,144.1,143.1,142,140.8,138.9,136.2,133.4,130.7,128.5,126.9,125.8,124.6,122.7,120.9,119.3,118,117,115.9,115.1,114.7,114.1,113.3,112.7,112.3,112.1,112.1,111.9,111.6,111.3,110.9,110.7,110.8,110.6,110,109.1,108.9,108.9,108.2,107,106,105.2,104.4,103.9,103.4,103,102.6,101.8,100.7,99.9,99.9,100.6,101)
> x <- c(132.7,132.7,132.8,132.4,131.5,131,130.7,130.1,129.1,128,127,126,125,123.7,122.1,120.2,118.5,117.2,116.2,115.1,113.8,112.7,111.8,111.2,110.6,109.7,108.6,107.8,107.5,107.5,107.4,107.2,107.1,107.2,107.5,107.9,108.4,108.8,109,109,109,108.8,108.4,108.1,107.8,107.3,106.6,105.9,105.4,105.4,105.6,105.6,105.6,105.7,105.6,105.4,105.4,105.5,105.7,105.8)
> par7 = 'verv. elek. app. uit met.'
> par6 = 'verv. mach. en app. met.'
> par5 = 'verv. prod. metaal'
> 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/1zh0s1226313675.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/28s0h1226313675.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/35bes1226313675.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/4vyzz1226313675.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/507xm1226313675.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  
    -72.047        1.685  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/65fzy1226313675.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]  92.77311  94.11298  95.45286  96.79273  98.13260  99.47248 100.81235
 [8] 102.15222 103.49209 104.83197 106.17184 107.51171 108.85159 110.19146
[15] 111.53133 112.87121 114.21108 115.55095 116.89083 118.23070 119.57057
[22] 120.91044 122.25032 123.59019 124.93006 126.26994 127.60981 128.94968
[29] 130.28956 131.62943 132.96930 134.30917 135.64905 136.98892 138.32879
[36] 139.66867 141.00854 142.34841 143.68829 145.02816 146.36803 147.70791
[43] 149.04778 150.38765 151.72752 153.06740 154.40727 155.74714 157.08702
[50] 158.42689

$yords
 [1]  81.45479  81.84643  82.23808  82.62972  83.02136  83.41300  83.80464
 [8]  84.19628  84.58792  84.97956  85.37120  85.76285  86.15449  86.54613
[15]  86.93777  87.32941  87.72105  88.11269  88.50433  88.89597  89.28762
[22]  89.67926  90.07090  90.46254  90.85418  91.24582  91.63746  92.02910
[29]  92.42074  92.81238  93.20403  93.59567  93.98731  94.37895  94.77059
[36]  95.16223  95.55387  95.94551  96.33715  96.72880  97.12044  97.51208
[43]  97.90372  98.29536  98.68700  99.07864  99.47028  99.86192 100.25357
[50] 100.64521

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.851355e-02 4.015644e-02 5.136322e-02 6.078252e-02 6.827726e-02
 [2,] 3.469709e-02 5.245596e-02 7.138102e-02 8.876939e-02 1.027954e-01
 [3,] 3.819739e-02 6.168673e-02 8.947805e-02 1.176483e-01 1.423429e-01
 [4,] 3.968106e-02 6.644825e-02 1.019501e-01 1.417755e-01 1.801216e-01
 [5,] 4.272321e-02 6.881290e-02 1.078742e-01 1.569705e-01 2.091194e-01
 [6,] 5.286377e-02 7.529938e-02 1.118508e-01 1.638297e-01 2.257410e-01
 [7,] 7.393435e-02 9.436818e-02 1.244279e-01 1.707249e-01 2.334083e-01
 [8,] 1.032613e-01 1.298414e-01 1.568729e-01 1.927752e-01 2.451523e-01
 [9,] 1.300848e-01 1.741793e-01 2.108382e-01 2.426533e-01 2.800024e-01
[10,] 1.407510e-01 2.087731e-01 2.706658e-01 3.164799e-01 3.490642e-01
[11,] 1.281783e-01 2.145049e-01 3.081790e-01 3.875216e-01 4.391260e-01
[12,] 9.734953e-02 1.855799e-01 3.004396e-01 4.184920e-01 5.113038e-01
[13,] 6.133825e-02 1.340240e-01 2.468196e-01 3.867861e-01 5.229089e-01
[14,] 3.194197e-02 8.036559e-02 1.694477e-01 3.015784e-01 4.577749e-01
[15,] 1.370446e-02 3.985170e-02 9.667825e-02 1.967509e-01 3.385632e-01
[16,] 4.831002e-03 1.628743e-02 4.564499e-02 1.067872e-01 2.098228e-01
[17,] 1.395788e-03 5.470346e-03 1.776889e-02 4.799605e-02 1.083069e-01
[18,] 3.297988e-04 1.505951e-03 5.685582e-03 1.779454e-02 4.633298e-02
[19,] 6.360182e-05 3.390372e-04 1.491271e-03 5.423968e-03 1.635812e-02
[20,] 9.993989e-06 6.229609e-05 3.198780e-04 1.355380e-03 4.749472e-03
[21,] 1.278178e-06 9.328767e-06 5.600949e-05 2.770255e-04 1.130748e-03
[22,] 1.334070e-07 1.139969e-06 8.007091e-06 4.627906e-05 2.204005e-04
[23,] 1.171958e-08 1.161498e-07 9.484537e-07 6.380819e-06 3.538226e-05
[24,] 1.070059e-09 1.156937e-08 1.047221e-07 7.911081e-07 4.974685e-06
[25,] 1.820577e-10 1.956075e-09 1.766658e-08 1.345881e-07 8.668620e-07
[26,] 5.356317e-11 6.256725e-10 6.022569e-09 4.788541e-08 3.154440e-07
[27,] 1.555251e-11 2.108045e-10 2.342109e-09 2.134283e-08 1.596432e-07
[28,] 3.763246e-12 5.987984e-11 7.801985e-10 8.326937e-09 7.282613e-08
[29,] 7.403043e-13 1.385388e-11 2.122037e-10 2.661250e-09 2.733448e-08
[30,] 1.179808e-13 2.598216e-12 4.681741e-11 6.904492e-10 8.336460e-09
[31,] 1.521875e-14 3.945780e-13 8.367836e-12 1.451898e-10 2.061712e-09
[32,] 1.588104e-15 4.849447e-14 1.210875e-12 2.472906e-11 4.131756e-10
[33,] 1.340000e-16 4.820972e-15 1.417867e-13 3.409618e-12 6.705839e-11
[34,] 9.138418e-18 3.874899e-16 1.342794e-14 3.803704e-13 8.809474e-12
[35,] 5.035113e-19 2.517023e-17 1.028076e-15 3.431637e-14 9.362761e-13
[36,] 2.240625e-20 1.320842e-18 6.360685e-17 2.502633e-15 8.046531e-14
[37,] 8.050405e-22 5.597643e-20 3.178962e-18 1.474753e-16 5.589526e-15
[38,] 2.334740e-23 1.915228e-21 1.283001e-19 7.019575e-18 3.137124e-16
[39,] 5.464244e-25 5.289127e-23 4.180257e-21 2.697945e-19 1.422086e-17
[40,] 1.031821e-26 1.178683e-24 1.099268e-22 8.370742e-21 5.205018e-19
[41,] 1.571760e-28 2.119215e-26 2.332566e-24 2.096028e-22 1.537808e-20
[42,] 1.931125e-30 3.073580e-28 3.993112e-26 4.234869e-24 3.666593e-22
[43,] 1.913470e-32 3.595368e-30 5.513987e-28 6.902611e-26 7.053655e-24
[44,] 1.528879e-34 3.391703e-32 6.140960e-30 9.075051e-28 1.094662e-25
[45,] 9.849735e-37 2.580019e-34 5.515333e-32 9.622519e-30 1.370232e-27
[46,] 5.116138e-39 1.582413e-36 3.994186e-34 8.227781e-32 1.383248e-29
[47,] 2.142390e-41 7.824865e-39 2.332221e-36 5.672700e-34 1.126034e-31
[48,] 7.232131e-44 3.119347e-41 1.097898e-38 3.153345e-36 7.391019e-34
[49,] 1.968018e-46 1.002446e-43 4.166604e-41 1.413192e-38 3.911365e-36
[50,] 4.316835e-49 2.596840e-46 1.274689e-43 5.105633e-41 1.668747e-38
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 7.506774e-02 8.217983e-02 8.835481e-02 9.027121e-02 8.556288e-02
 [2,] 1.137222e-01 1.236912e-01 1.339302e-01 1.418139e-01 1.420953e-01
 [3,] 1.614951e-01 1.762133e-01 1.898101e-01 2.033391e-01 2.120137e-01
 [4,] 2.121794e-01 2.361626e-01 2.545473e-01 2.718459e-01 2.882339e-01
 [5,] 2.567366e-01 2.946901e-01 3.222427e-01 3.436717e-01 3.643350e-01
 [6,] 2.879066e-01 3.416119e-01 3.824271e-01 4.115097e-01 4.350729e-01
 [7,] 3.041803e-01 3.711970e-01 4.257692e-01 4.653675e-01 4.937119e-01
 [8,] 3.129407e-01 3.855176e-01 4.500358e-01 4.992127e-01 5.334650e-01
 [9,] 3.317682e-01 3.962573e-01 4.617073e-01 5.157470e-01 5.537095e-01
[10,] 3.812706e-01 4.239017e-01 4.757433e-01 5.254063e-01 5.623107e-01
[11,] 4.668719e-01 4.867668e-01 5.122829e-01 5.438469e-01 5.716850e-01
[12,] 5.633254e-01 5.806401e-01 5.829168e-01 5.866522e-01 5.944796e-01
[13,] 6.219136e-01 6.684118e-01 6.718179e-01 6.553112e-01 6.378538e-01
[14,] 6.013798e-01 6.976829e-01 7.340956e-01 7.238513e-01 6.924777e-01
[15,] 4.981861e-01 6.368274e-01 7.223518e-01 7.470295e-01 7.273414e-01
[16,] 3.492656e-01 4.986596e-01 6.212411e-01 6.908519e-01 7.053795e-01
[17,] 2.055309e-01 3.311464e-01 4.592341e-01 5.586548e-01 6.110448e-01
[18,] 1.008687e-01 1.849403e-01 2.886168e-01 3.892844e-01 4.634867e-01
[19,] 4.106349e-02 8.626671e-02 1.528859e-01 2.312997e-01 3.039094e-01
[20,] 1.380406e-02 3.341296e-02 6.775561e-02 1.161319e-01 1.705017e-01
[21,] 3.817594e-03 1.069379e-02 2.496296e-02 4.887748e-02 8.107322e-02
[22,] 8.664071e-04 2.817912e-03 7.607426e-03 1.712794e-02 3.239256e-02
[23,] 1.618613e-04 6.117716e-04 1.914621e-03 4.977969e-03 1.080638e-02
[24,] 2.599080e-05 1.127130e-04 4.057243e-04 1.213650e-03 3.024962e-03
[25,] 4.724660e-06 2.178084e-05 8.481539e-05 2.785420e-04 7.707458e-04
[26,] 1.728104e-06 7.908857e-06 3.039683e-05 9.867556e-05 2.721781e-04
[27,] 9.811504e-07 4.961176e-06 2.067726e-05 7.121831e-05 2.034878e-04
[28,] 5.221580e-07 3.070862e-06 1.482379e-05 5.879082e-05 1.918353e-04
[29,] 2.300298e-07 1.586655e-06 8.974654e-06 4.165434e-05 1.587772e-04
[30,] 8.243338e-08 6.678193e-07 4.434430e-06 2.414730e-05 1.079074e-04
[31,] 2.396772e-08 2.281842e-07 1.779833e-06 1.137927e-05 5.966907e-05
[32,] 5.649495e-09 6.323767e-08 5.796899e-07 4.353690e-06 2.680352e-05
[33,] 1.078939e-09 1.420594e-08 1.531163e-07 1.351524e-06 9.774280e-06
[34,] 1.668583e-10 2.585363e-09 3.277990e-08 3.402222e-07 2.891836e-06
[35,] 2.088480e-11 3.809695e-10 5.684694e-09 6.941000e-08 6.937501e-07
[36,] 2.114586e-12 4.543026e-11 7.981397e-10 1.146971e-08 1.348701e-07
[37,] 1.731129e-13 4.381971e-12 9.067617e-11 1.534306e-09 2.123536e-08
[38,] 1.145399e-14 3.417136e-13 8.331719e-12 1.660626e-10 2.706396e-09
[39,] 6.122654e-16 2.153481e-14 6.188787e-13 1.453511e-11 2.790505e-10
[40,] 2.643194e-17 1.096332e-15 3.714724e-14 1.028387e-12 2.326603e-11
[41,] 9.212833e-19 4.507330e-17 1.801098e-15 5.879096e-14 1.567896e-12
[42,] 2.591892e-20 1.496046e-18 7.051726e-17 2.714706e-15 8.536791e-14
[43,] 5.884369e-22 4.007806e-20 2.228826e-18 1.012173e-16 3.754054e-15
[44,] 1.077844e-23 8.663786e-22 5.685530e-20 3.046385e-18 1.332905e-16
[45,] 1.592614e-25 1.510999e-23 1.170268e-21 7.399581e-20 3.820081e-18
[46,] 1.898016e-27 2.125710e-25 1.943293e-23 1.450209e-21 8.835223e-20
[47,] 1.824193e-29 2.411942e-27 2.602923e-25 2.292857e-23 1.648717e-21
[48,] 1.413756e-31 2.206976e-29 2.811850e-27 2.923998e-25 2.481878e-23
[49,] 8.834363e-34 1.628378e-31 2.449535e-29 3.007299e-27 3.013408e-25
[50,] 4.450781e-36 9.687201e-34 1.720638e-31 2.494154e-29 2.950666e-27
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 7.533997e-02 6.333672e-02 5.292367e-02 4.526856e-02 3.967342e-02
 [2,] 1.319714e-01 1.142758e-01 9.518475e-02 7.947100e-02 6.827470e-02
 [3,] 2.083097e-01 1.895920e-01 1.614817e-01 1.332501e-01 1.110529e-01
 [4,] 2.959298e-01 2.851467e-01 2.544109e-01 2.131895e-01 1.741802e-01
 [5,] 3.825294e-01 3.868368e-01 3.657346e-01 3.201141e-01 2.639928e-01
 [6,] 4.584913e-01 4.770507e-01 4.754995e-01 4.416019e-01 3.796711e-01
 [7,] 5.186077e-01 5.441889e-01 5.617315e-01 5.525708e-01 5.050559e-01
 [8,] 5.593241e-01 5.852936e-01 6.127652e-01 6.284322e-01 6.112597e-01
 [9,] 5.795747e-01 6.023804e-01 6.299485e-01 6.594733e-01 6.731376e-01
[10,] 5.851401e-01 6.015181e-01 6.221375e-01 6.524690e-01 6.844300e-01
[11,] 5.877749e-01 5.943592e-01 6.023262e-01 6.227519e-01 6.571027e-01
[12,] 5.987176e-01 5.940509e-01 5.861559e-01 5.885032e-01 6.110743e-01
[13,] 6.238064e-01 6.072021e-01 5.852322e-01 5.667968e-01 5.670923e-01
[14,] 6.597404e-01 6.302655e-01 5.989486e-01 5.653244e-01 5.413262e-01
[15,] 6.890371e-01 6.502664e-01 6.140800e-01 5.755255e-01 5.365735e-01
[16,] 6.829449e-01 6.469444e-01 6.115232e-01 5.767767e-01 5.377968e-01
[17,] 6.191962e-01 6.007205e-01 5.744235e-01 5.489435e-01 5.211163e-01
[18,] 5.005825e-01 5.065150e-01 4.964160e-01 4.832904e-01 4.701556e-01
[19,] 3.551571e-01 3.805822e-01 3.872396e-01 3.865888e-01 3.859355e-01
[20,] 2.186673e-01 2.517241e-01 2.692056e-01 2.776456e-01 2.846501e-01
[21,] 1.156606e-01 1.451501e-01 1.653464e-01 1.777419e-01 1.874818e-01
[22,] 5.203673e-02 7.225316e-02 8.901752e-02 1.009328e-01 1.100361e-01
[23,] 1.974249e-02 3.074115e-02 4.163051e-02 5.057314e-02 5.753465e-02
[24,] 6.313019e-03 1.112558e-02 1.679603e-02 2.224333e-02 2.682001e-02
[25,] 1.798063e-03 3.548562e-03 5.972381e-03 8.707782e-03 1.131067e-02
[26,] 6.417566e-04 1.301638e-03 2.288383e-03 3.527190e-03 4.859467e-03
[27,] 4.850967e-04 9.734270e-04 1.666988e-03 2.487980e-03 3.336644e-03
[28,] 5.161927e-04 1.149960e-03 2.136341e-03 3.354148e-03 4.559973e-03
[29,] 4.977058e-04 1.285762e-03 2.748104e-03 4.894752e-03 7.365786e-03
[30,] 3.960989e-04 1.196094e-03 2.978443e-03 6.142294e-03 1.057315e-02
[31,] 2.568175e-04 9.082900e-04 2.644168e-03 6.353734e-03 1.266320e-02
[32,] 1.353598e-04 5.612348e-04 1.913029e-03 5.371386e-03 1.246361e-02
[33,] 5.795071e-05 2.818892e-04 1.126162e-03 3.700749e-03 1.002683e-02
[34,] 2.014030e-05 1.150075e-04 5.389347e-04 2.075059e-03 6.576481e-03
[35,] 5.678705e-06 3.808997e-05 2.095135e-04 9.460099e-04 3.511483e-03
[36,] 1.298210e-06 1.023429e-05 6.612000e-05 3.503821e-04 1.524759e-03
[37,] 2.404860e-07 2.229425e-06 1.692811e-05 1.053539e-04 5.379583e-04
[38,] 3.607681e-08 3.935020e-07 3.513612e-06 2.569893e-05 1.540952e-04
[39,] 4.380419e-09 5.624186e-08 5.908694e-07 5.082026e-06 3.580929e-05
[40,] 4.302533e-10 6.505574e-09 8.045578e-08 8.141984e-07 6.746143e-06
[41,] 3.416993e-11 6.086906e-10 8.865498e-09 1.056149e-07 1.029610e-06
[42,] 2.193234e-12 4.604515e-11 7.901337e-10 1.108590e-08 1.272245e-07
[43,] 1.137304e-13 2.814878e-12 5.693011e-11 9.411055e-10 1.272022e-08
[44,] 4.762862e-15 1.390131e-13 3.314675e-12 6.458320e-11 1.028521e-09
[45,] 1.610374e-16 5.544018e-15 1.558950e-13 3.581212e-12 6.722320e-11
[46,] 4.394782e-18 1.784992e-16 5.920660e-15 1.604006e-13 3.549998e-12
[47,] 9.678333e-20 4.638517e-18 1.815217e-16 5.801031e-15 1.514185e-13
[48,] 1.719603e-21 9.726432e-20 4.491543e-18 1.693562e-16 5.214692e-15
[49,] 2.464617e-23 1.645428e-21 8.967657e-20 3.990149e-18 1.449631e-16
[50,] 2.849036e-25 2.245331e-23 1.444424e-21 7.585316e-20 3.252051e-18
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 3.464517e-02 2.878185e-02 2.164030e-02 1.413597e-02 7.804414e-03
 [2,] 6.006600e-02 5.233018e-02 4.296653e-02 3.163836e-02 2.010379e-02
 [3,] 9.564281e-02 8.425185e-02 7.302379e-02 5.910719e-02 4.254487e-02
 [4,] 1.446398e-01 1.245238e-01 1.094812e-01 9.410869e-02 7.490101e-02
 [5,] 2.133186e-01 1.759771e-01 1.508351e-01 1.318169e-01 1.119793e-01
 [6,] 3.082787e-01 2.459153e-01 2.006381e-01 1.702446e-01 1.471114e-01
 [7,] 4.274099e-01 3.418961e-01 2.685079e-01 2.152991e-01 1.794519e-01
 [8,] 5.513941e-01 4.605967e-01 3.632373e-01 2.798123e-01 2.186725e-01
 [9,] 6.490259e-01 5.798529e-01 4.796961e-01 3.731721e-01 2.806991e-01
[10,] 6.964929e-01 6.674955e-01 5.928539e-01 4.872408e-01 3.739606e-01
[11,] 6.916179e-01 7.024997e-01 6.707831e-01 5.941204e-01 4.861077e-01
[12,] 6.500694e-01 6.865264e-01 6.962050e-01 6.633089e-01 5.868897e-01
[13,] 5.935916e-01 6.367315e-01 6.737128e-01 6.816905e-01 6.483625e-01
[14,] 5.428978e-01 5.739577e-01 6.196880e-01 6.554722e-01 6.612960e-01
[15,] 5.118954e-01 5.171188e-01 5.521984e-01 5.985660e-01 6.320233e-01
[16,] 4.992278e-01 4.778437e-01 4.879039e-01 5.257712e-01 5.713229e-01
[17,] 4.866061e-01 4.527557e-01 4.373301e-01 4.523678e-01 4.917417e-01
[18,] 4.514279e-01 4.241154e-01 3.977252e-01 3.895395e-01 4.089449e-01
[19,] 3.838758e-01 3.739142e-01 3.548669e-01 3.372192e-01 3.362813e-01
[20,] 2.930406e-01 2.989395e-01 2.963944e-01 2.857982e-01 2.769949e-01
[21,] 1.989991e-01 2.124350e-01 2.233982e-01 2.272840e-01 2.250753e-01
[22,] 1.199737e-01 1.331735e-01 1.489101e-01 1.636706e-01 1.740965e-01
[23,] 6.439553e-02 7.371313e-02 8.717110e-02 1.045855e-01 1.238820e-01
[24,] 3.100613e-02 3.637827e-02 4.504693e-02 5.902522e-02 7.948719e-02
[25,] 1.370056e-02 1.650440e-02 2.116427e-02 2.998804e-02 4.606170e-02
[26,] 6.188920e-03 7.698636e-03 1.009377e-02 1.496121e-02 2.530879e-02
[27,] 4.187291e-03 5.163323e-03 6.620804e-03 9.410021e-03 1.551139e-02
[28,] 5.589658e-03 6.537015e-03 7.744069e-03 9.762987e-03 1.367801e-02
[29,] 9.605353e-03 1.132475e-02 1.279090e-02 1.465320e-02 1.772290e-02
[30,] 1.541624e-02 1.954799e-02 2.249161e-02 2.481056e-02 2.760115e-02
[31,] 2.111606e-02 2.992828e-02 3.705117e-02 4.177729e-02 4.514485e-02
[32,] 2.403208e-02 3.888109e-02 5.368523e-02 6.506382e-02 7.208096e-02
[33,] 2.248358e-02 4.199042e-02 6.602813e-02 8.903064e-02 1.059369e-01
[34,] 1.720414e-02 3.731493e-02 6.759764e-02 1.035324e-01 1.367288e-01
[35,] 1.073820e-02 2.714312e-02 5.701273e-02 1.003655e-01 1.501330e-01
[36,] 5.458305e-03 1.611515e-02 3.939750e-02 8.026161e-02 1.376303e-01
[37,] 2.256894e-03 7.795334e-03 2.223727e-02 5.264593e-02 1.042319e-01
[38,] 7.583628e-04 3.068352e-03 1.023205e-02 2.823047e-02 6.482900e-02
[39,] 2.069101e-04 9.817212e-04 3.832606e-03 1.234915e-02 3.299805e-02
[40,] 4.580107e-05 2.550795e-04 1.167263e-03 4.399805e-03 1.371312e-02
[41,] 8.219189e-06 5.377630e-05 2.887607e-04 1.275092e-03 4.644578e-03
[42,] 1.194905e-06 9.191457e-06 5.796877e-05 3.002382e-04 1.280221e-03
[43,] 1.406385e-07 1.272720e-06 9.435455e-06 5.738007e-05 2.868147e-04
[44,] 1.339312e-08 1.426730e-07 1.244238e-06 8.892498e-06 5.216807e-05
[45,] 1.031410e-09 1.294028e-08 1.328336e-07 1.116584e-06 7.695856e-06
[46,] 6.420147e-11 9.490765e-10 1.147363e-08 1.135113e-07 9.199567e-07
[47,] 3.228786e-12 5.626057e-11 8.013810e-10 9.336445e-09 8.904150e-08
[48,] 1.311450e-13 2.694427e-12 4.523841e-11 6.209625e-10 6.973154e-09
[49,] 4.300756e-15 1.042149e-13 2.063107e-12 3.337906e-11 4.415885e-10
[50,] 1.138403e-16 3.254269e-15 7.598348e-14 1.449494e-12 2.260113e-11
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 3.582580e-03 1.355089e-03 4.203161e-04 1.066452e-04 2.210596e-05
 [2,] 1.075109e-02 4.768941e-03 1.740780e-03 5.207228e-04 1.273720e-04
 [3,] 2.626620e-02 1.359685e-02 5.825897e-03 2.051878e-03 5.918701e-04
 [4,] 5.260707e-02 3.152180e-02 1.578542e-02 6.531252e-03 2.219115e-03
 [5,] 8.740529e-02 5.980041e-02 3.474217e-02 1.682176e-02 6.718993e-03
 [6,] 1.230083e-01 9.390503e-02 6.248078e-02 3.516283e-02 1.645337e-02
 [7,] 1.522998e-01 1.247518e-01 9.287150e-02 5.999468e-02 3.267777e-02
 [8,] 1.772243e-01 1.464549e-01 1.168491e-01 8.455137e-02 5.293881e-02
 [9,] 2.116787e-01 1.647172e-01 1.310990e-01 1.011617e-01 7.087609e-02
[10,] 2.733724e-01 1.968573e-01 1.449630e-01 1.096263e-01 8.107816e-02
[11,] 3.679187e-01 2.603455e-01 1.774195e-01 1.218295e-01 8.613765e-02
[12,] 4.783407e-01 3.567216e-01 2.438477e-01 1.564547e-01 9.895837e-02
[13,] 5.732571e-01 4.651933e-01 3.417002e-01 2.258919e-01 1.365723e-01
[14,] 6.280031e-01 5.547889e-01 4.481353e-01 3.247143e-01 2.086917e-01
[15,] 6.361109e-01 6.039087e-01 5.336323e-01 4.298671e-01 3.087639e-01
[16,] 6.027301e-01 6.070114e-01 5.782400e-01 5.130827e-01 4.144244e-01
[17,] 5.361601e-01 5.674539e-01 5.754089e-01 5.537833e-01 4.970674e-01
[18,] 4.489136e-01 4.930435e-01 5.273322e-01 5.433155e-01 5.332865e-01
[19,] 3.589283e-01 3.989608e-01 4.442460e-01 4.847838e-01 5.128645e-01
[20,] 2.822273e-01 3.065765e-01 3.462150e-01 3.938684e-01 4.429278e-01
[21,] 2.243190e-01 2.337736e-01 2.578890e-01 2.963623e-01 3.466598e-01
[22,] 1.802427e-01 1.860437e-01 1.971095e-01 2.186700e-01 2.546411e-01
[23,] 1.420222e-01 1.564343e-01 1.667036e-01 1.762846e-01 1.926502e-01
[24,] 1.055497e-01 1.330293e-01 1.551973e-01 1.672387e-01 1.719264e-01
[25,] 7.213228e-02 1.076439e-01 1.456247e-01 1.741404e-01 1.846453e-01
[26,] 4.565472e-02 8.000830e-02 1.269182e-01 1.751846e-01 2.073792e-01
[27,] 2.891027e-02 5.551979e-02 9.988974e-02 1.583866e-01 2.147246e-01
[28,] 2.199717e-02 3.969030e-02 7.365187e-02 1.280020e-01 1.958995e-01
[29,] 2.336170e-02 3.458541e-02 5.708166e-02 9.801899e-02 1.600991e-01
[30,] 3.198437e-02 3.957236e-02 5.372727e-02 8.038042e-02 1.261422e-01
[31,] 4.883406e-02 5.428201e-02 6.327986e-02 7.931515e-02 1.080319e-01
[32,] 7.642559e-02 8.042065e-02 8.578069e-02 9.445134e-02 1.099203e-01
[33,] 1.156230e-01 1.204829e-01 1.233769e-01 1.262611e-01 1.314093e-01
[34,] 1.602851e-01 1.728925e-01 1.774111e-01 1.769065e-01 1.736454e-01
[35,] 1.949027e-01 2.260344e-01 2.418428e-01 2.449548e-01 2.380952e-01
[36,] 2.017682e-01 2.586420e-01 2.981827e-01 3.177466e-01 3.185106e-01
[37,] 1.746367e-01 2.520077e-01 3.207061e-01 3.695480e-01 3.938451e-01
[38,] 1.250685e-01 2.055610e-01 2.935709e-01 3.732221e-01 4.322780e-01
[39,] 7.366644e-02 1.389662e-01 2.252048e-01 3.203948e-01 4.096910e-01
[40,] 3.555320e-02 7.739077e-02 1.434142e-01 2.306321e-01 3.293222e-01
[41,] 1.402361e-02 3.536590e-02 7.536659e-02 1.380216e-01 2.219662e-01
[42,] 4.511880e-03 1.322473e-02 3.255357e-02 6.828510e-02 1.245185e-01
[43,] 1.182121e-03 4.037805e-03 1.152283e-02 2.781791e-02 5.784370e-02
[44,] 2.518580e-04 1.004762e-03 3.334377e-03 9.302367e-03 2.216675e-02
[45,] 4.358079e-05 2.034453e-04 7.871798e-04 2.546847e-03 6.985804e-03
[46,] 6.117837e-06 3.347261e-05 1.513413e-04 5.695949e-04 1.805569e-03
[47,] 6.960509e-07 4.469465e-06 2.365820e-05 1.038513e-04 3.817941e-04
[48,] 6.412879e-08 4.838142e-07 3.002949e-06 1.540883e-05 6.590207e-05
[49,] 4.780958e-09 4.241872e-08 3.091295e-07 1.857670e-06 9.267557e-06
[50,] 2.882366e-10 3.009852e-09 2.578181e-08 1.817300e-07 1.059912e-06
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 3.741088e-06 5.167288e-07 5.824124e-08 5.356296e-09 4.019255e-10
 [2,] 2.544876e-05 4.150875e-06 5.525464e-07 6.001926e-08 5.319531e-09
 [3,] 1.395644e-04 2.687697e-05 4.225053e-06 5.420291e-07 5.674101e-08
 [4,] 6.172054e-04 1.402941e-04 2.604046e-05 3.945249e-06 4.877799e-07
 [5,] 2.202008e-03 5.904880e-04 1.293796e-04 2.314570e-05 3.379606e-06
 [6,] 6.342644e-03 2.004750e-03 5.182823e-04 1.094591e-04 1.887315e-05
 [7,] 1.477010e-02 5.493916e-03 1.674545e-03 4.173419e-04 8.495632e-05
 [8,] 2.788288e-02 1.216860e-02 4.366461e-03 1.283287e-03 3.083083e-04
 [9,] 4.292851e-02 2.184409e-02 9.200664e-03 3.184254e-03 9.022721e-04
[10,] 5.473717e-02 3.199772e-02 1.571344e-02 6.384515e-03 2.130683e-03
[11,] 6.034222e-02 3.900010e-02 2.193543e-02 1.038138e-02 4.066414e-03
[12,] 6.424700e-02 4.196211e-02 2.571627e-02 1.385045e-02 6.303475e-03
[13,] 7.908651e-02 4.633210e-02 2.762591e-02 1.581034e-02 8.085821e-03
[14,] 1.198976e-01 6.385411e-02 3.338446e-02 1.771164e-02 9.230371e-03
[15,] 1.948794e-01 1.081340e-01 5.393684e-02 2.530007e-02 1.168909e-02
[16,] 2.977064e-01 1.871571e-01 1.024509e-01 4.926034e-02 2.132029e-02
[17,] 4.061227e-01 2.950733e-01 1.874500e-01 1.031803e-01 4.914727e-02
[18,] 4.887941e-01 4.078526e-01 3.025572e-01 1.959773e-01 1.095016e-01
[19,] 5.184529e-01 4.893128e-01 4.195915e-01 3.189156e-01 2.107231e-01
[20,] 4.856547e-01 5.091540e-01 4.966991e-01 4.378274e-01 3.398093e-01
[21,] 4.047048e-01 4.621881e-01 5.031684e-01 5.061785e-01 4.561293e-01
[22,] 3.065769e-01 3.719471e-01 4.415123e-01 4.964788e-01 5.111235e-01
[23,] 2.241889e-01 2.755286e-01 3.446498e-01 4.211724e-01 4.840590e-01
[24,] 1.803061e-01 2.050795e-01 2.527306e-01 3.207708e-01 3.976454e-01
[25,] 1.809691e-01 1.787297e-01 1.943770e-01 2.349850e-01 2.968242e-01
[26,] 2.125893e-01 1.974395e-01 1.825684e-01 1.872136e-01 2.178912e-01
[27,] 2.466588e-01 2.428245e-01 2.140501e-01 1.857037e-01 1.785161e-01
[28,] 2.560138e-01 2.829540e-01 2.670613e-01 2.241047e-01 1.830772e-01
[29,] 2.328236e-01 2.909023e-01 3.082280e-01 2.787935e-01 2.231210e-01
[30,] 1.915613e-01 2.628154e-01 3.126549e-01 3.169469e-01 2.745894e-01
[31,] 1.547598e-01 2.176439e-01 2.806447e-01 3.170447e-01 3.070020e-01
[32,] 1.371654e-01 1.798429e-01 2.340038e-01 2.829987e-01 3.030115e-01
[33,] 1.424710e-01 1.637203e-01 1.971794e-01 2.375312e-01 2.691512e-01
[34,] 1.707690e-01 1.726835e-01 1.833371e-01 2.034994e-01 2.272969e-01
[35,] 2.241459e-01 2.081250e-01 1.962344e-01 1.927773e-01 1.977344e-01
[36,] 3.022196e-01 2.730212e-01 2.392511e-01 2.102039e-01 1.912373e-01
[37,] 3.917431e-01 3.635046e-01 3.155694e-01 2.612314e-01 2.140632e-01
[38,] 4.625171e-01 4.575080e-01 4.159485e-01 3.478675e-01 2.729533e-01
[39,] 4.794696e-01 5.164689e-01 5.087288e-01 4.539406e-01 3.670305e-01
[40,] 4.264075e-01 5.062493e-01 5.496020e-01 5.391328e-01 4.727476e-01
[41,] 3.206427e-01 4.227618e-01 5.101049e-01 5.576117e-01 5.440516e-01
[42,] 2.020032e-01 2.973738e-01 4.005859e-01 4.907801e-01 5.386018e-01
[43,] 1.059745e-01 1.749500e-01 2.638579e-01 3.631930e-01 4.501818e-01
[44,] 4.609739e-02 8.568342e-02 1.450056e-01 2.244857e-01 3.146994e-01
[45,] 1.656923e-02 3.481520e-02 6.625791e-02 1.154287e-01 1.830354e-01
[46,] 4.906754e-03 1.170327e-02 2.510930e-02 4.924957e-02 8.829694e-02
[47,] 1.193908e-03 3.246312e-03 7.875099e-03 1.740478e-02 3.525720e-02
[48,] 2.380806e-04 7.411824e-04 2.039963e-03 5.087101e-03 1.163684e-02
[49,] 3.881721e-05 1.389425e-04 4.355400e-04 1.227995e-03 3.171401e-03
[50,] 5.163320e-06 2.133404e-05 7.647587e-05 2.444529e-04 7.130193e-04
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 2.460731e-11 1.229180e-12 5.009542e-14 1.665744e-15 4.519049e-17
 [2,] 3.846808e-10 2.269675e-11 1.092598e-12 4.291266e-14 1.375116e-15
 [3,] 4.846495e-09 3.377541e-10 1.920479e-11 8.909409e-13 3.372234e-14
 [4,] 4.920957e-08 4.050678e-09 2.720489e-10 1.490731e-11 6.664729e-13
 [5,] 4.026913e-07 3.915148e-08 3.105804e-09 2.010192e-10 1.061534e-11
 [6,] 2.655866e-06 3.049771e-07 2.857547e-08 2.184563e-09 1.362614e-10
 [7,] 1.411789e-05 1.914672e-06 2.118897e-07 1.913301e-08 1.409615e-09
 [8,] 6.049169e-05 9.688261e-06 1.266285e-06 1.350510e-07 1.175220e-08
 [9,] 2.089508e-04 3.951399e-05 6.099197e-06 7.682718e-07 7.896449e-08
[10,] 5.820210e-04 1.299177e-04 2.367892e-05 3.522481e-06 4.276080e-07
[11,] 1.308225e-03 3.444576e-04 7.410765e-05 1.301755e-05 1.866274e-06
[12,] 2.377982e-03 7.371648e-04 1.870519e-04 3.878316e-05 6.565413e-06
[13,] 3.524233e-03 1.277982e-03 3.813903e-04 9.322242e-05 1.862357e-05
[14,] 4.409316e-03 1.824102e-03 6.329549e-04 1.814370e-04 4.267170e-05
[15,] 5.344627e-03 2.308579e-03 8.878034e-04 2.913658e-04 7.972762e-05
[16,] 8.612879e-03 3.342004e-03 1.240324e-03 4.242409e-04 1.278641e-04
[17,] 2.039681e-02 7.493074e-03 2.493403e-03 7.675165e-04 2.195089e-04
[18,] 5.239470e-02 2.140564e-02 7.481311e-03 2.254955e-03 5.949286e-04
[19,] 1.193475e-01 5.737049e-02 2.325420e-02 7.920459e-03 2.266844e-03
[20,] 2.276081e-01 1.296803e-01 6.221516e-02 2.495993e-02 8.336063e-03
[21,] 3.586795e-01 2.413705e-01 1.371253e-01 6.516550e-02 2.574626e-02
[22,] 4.666793e-01 3.684028e-01 2.469111e-01 1.388013e-01 6.493061e-02
[23,] 5.046539e-01 4.623269e-01 3.632381e-01 2.406991e-01 1.330899e-01
[24,] 4.610816e-01 4.814792e-01 4.386083e-01 3.404852e-01 2.217863e-01
[25,] 3.673621e-01 4.243652e-01 4.395278e-01 3.951355e-01 3.013138e-01
[26,] 2.692112e-01 3.280911e-01 3.736389e-01 3.808156e-01 3.358490e-01
[27,] 1.975601e-01 2.357726e-01 2.800958e-01 3.120397e-01 3.111146e-01
[28,] 1.647085e-01 1.720849e-01 1.968027e-01 2.264114e-01 2.454536e-01
[29,] 1.720193e-01 1.447137e-01 1.421060e-01 1.549876e-01 1.719896e-01
[30,] 2.096940e-01 1.526611e-01 1.199168e-01 1.102751e-01 1.143212e-01
[31,] 2.545444e-01 1.854278e-01 1.274188e-01 9.325552e-02 8.000064e-02
[32,] 2.798739e-01 2.218771e-01 1.541087e-01 9.990450e-02 6.797523e-02
[33,] 2.727748e-01 2.400719e-01 1.818982e-01 1.205091e-01 7.377236e-02
[34,] 2.412962e-01 2.313581e-01 1.940365e-01 1.407113e-01 8.924951e-02
[35,] 2.051968e-01 2.043092e-01 1.855762e-01 1.487921e-01 1.040165e-01
[36,] 1.817674e-01 1.758468e-01 1.648247e-01 1.426833e-01 1.106841e-01
[37,] 1.808322e-01 1.601566e-01 1.455605e-01 1.298002e-01 1.090160e-01
[38,] 2.096677e-01 1.659039e-01 1.387996e-01 1.206839e-01 1.049826e-01
[39,] 2.748123e-01 2.002704e-01 1.514178e-01 1.230420e-01 1.058753e-01
[40,] 3.711915e-01 2.679791e-01 1.891004e-01 1.411687e-01 1.159890e-01
[41,] 4.691621e-01 3.595960e-01 2.537704e-01 1.782060e-01 1.365515e-01
[42,] 5.214632e-01 4.424195e-01 3.329692e-01 2.334344e-01 1.680043e-01
[43,] 4.938038e-01 4.730347e-01 3.950166e-01 2.938810e-01 2.082682e-01
[44,] 3.924238e-01 4.280352e-01 4.045140e-01 3.327766e-01 2.466446e-01
[45,] 2.597397e-01 3.236858e-01 3.493046e-01 3.248808e-01 2.637681e-01
[46,] 1.425805e-01 2.032570e-01 2.514671e-01 2.672956e-01 2.442904e-01
[47,] 6.473831e-02 1.055913e-01 1.500325e-01 1.831967e-01 1.911383e-01
[48,] 2.426916e-02 4.526811e-02 7.392101e-02 1.039480e-01 1.246725e-01
[49,] 7.502214e-03 1.598653e-02 3.000182e-02 4.864760e-02 6.730757e-02
[50,] 1.910630e-03 4.644449e-03 1.001147e-02 1.872887e-02 2.994903e-02
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.000262e-18 1.806369e-20 2.661513e-22 3.199498e-24 3.138046e-26
 [2,] 3.595187e-17 7.668845e-19 1.334651e-20 1.895119e-22 2.195481e-24
 [3,] 1.041394e-15 2.623852e-17 5.393773e-19 9.046423e-21 1.237901e-22
 [4,] 2.431056e-14 7.234933e-16 1.756723e-17 3.480192e-19 5.625069e-21
 [5,] 4.573630e-13 1.607740e-14 4.611053e-16 1.078985e-17 2.059945e-19
 [6,] 6.934476e-12 2.879275e-13 9.753998e-15 2.695959e-16 6.079517e-18
 [7,] 8.473320e-11 4.155633e-12 1.662844e-13 5.428717e-15 1.446001e-16
 [8,] 8.344146e-10 4.833684e-11 2.284582e-12 8.809826e-14 2.771750e-15
 [9,] 6.622169e-09 4.531138e-10 2.529583e-11 1.152189e-12 4.281791e-14
[10,] 4.235573e-08 3.423151e-09 2.257246e-10 1.214415e-11 5.330689e-13
[11,] 2.183356e-07 2.084192e-08 1.623298e-09 1.031568e-10 5.348447e-12
[12,] 9.071054e-07 1.022711e-07 9.408322e-09 7.061857e-10 4.324743e-11
[13,] 3.038004e-06 4.044914e-07 4.394810e-08 3.896192e-09 2.818294e-10
[14,] 8.209104e-06 1.290030e-06 1.654937e-07 1.732663e-08 1.480243e-09
[15,] 1.798363e-05 3.325893e-06 5.030414e-07 6.214995e-08 6.268472e-09
[16,] 3.282554e-05 7.033059e-06 1.243854e-06 1.805604e-07 2.145082e-08
[17,] 5.726734e-05 1.321111e-05 2.616442e-06 4.355042e-07 6.012765e-08
[18,] 1.400219e-04 2.983937e-05 5.762620e-06 9.930481e-07 1.490823e-07
[19,] 5.474990e-04 1.126863e-04 2.007204e-05 3.151553e-06 4.424263e-07
[20,] 2.312068e-03 5.324111e-04 1.020310e-04 1.636916e-05 2.221747e-06
[21,] 8.422330e-03 2.275305e-03 5.069024e-04 9.310857e-05 1.411783e-05
[22,] 2.514659e-02 8.035577e-03 2.113946e-03 4.571760e-04 8.121443e-05
[23,] 6.099388e-02 2.307072e-02 7.182686e-03 1.837304e-03 3.856694e-04
[24,] 1.200717e-01 5.371662e-02 1.978837e-02 5.989429e-03 1.487336e-03
[25,] 1.920690e-01 1.014564e-01 4.418553e-02 1.581828e-02 4.646491e-03
[26,] 2.504378e-01 1.556781e-01 8.001787e-02 3.385206e-02 1.175677e-02
[27,] 2.679512e-01 1.947087e-01 1.177144e-01 5.874908e-02 2.410204e-02
[28,] 2.384008e-01 1.998490e-01 1.411433e-01 8.281566e-02 4.006510e-02
[29,] 1.808433e-01 1.706200e-01 1.388795e-01 9.514005e-02 5.409033e-02
[30,] 1.220827e-01 1.242553e-01 1.136610e-01 8.967811e-02 5.950220e-02
[31,] 7.860006e-02 8.064418e-02 7.935244e-02 7.028801e-02 5.368955e-02
[32,] 5.415669e-02 5.024451e-02 4.944336e-02 4.698794e-02 4.026539e-02
[33,] 4.662286e-02 3.432013e-02 2.989217e-02 2.811717e-02 2.576375e-02
[34,] 5.190828e-02 3.060146e-02 2.070355e-02 1.672584e-02 1.489494e-02
[35,] 6.402643e-02 3.612223e-02 2.026413e-02 1.257965e-02 9.169607e-03
[36,] 7.628930e-02 4.730492e-02 2.724922e-02 1.529242e-02 8.836727e-03
[37,] 8.447679e-02 6.041873e-02 4.035720e-02 2.540971e-02 1.505946e-02
[38,] 8.895527e-02 7.289378e-02 5.765538e-02 4.338730e-02 3.017198e-02
[39,] 9.371865e-02 8.434970e-02 7.646213e-02 6.760213e-02 5.550647e-02
[40,] 1.029126e-01 9.636255e-02 9.433251e-02 9.344300e-02 8.807820e-02
[41,] 1.176400e-01 1.103546e-01 1.103055e-01 1.154217e-01 1.198084e-01
[42,] 1.363222e-01 1.250901e-01 1.240763e-01 1.305571e-01 1.419398e-01
[43,] 1.575697e-01 1.373343e-01 1.336529e-01 1.384858e-01 1.508144e-01
[44,] 1.797796e-01 1.453980e-01 1.358899e-01 1.384790e-01 1.480896e-01
[45,] 1.965404e-01 1.496930e-01 1.302813e-01 1.291642e-01 1.361074e-01
[46,] 1.963511e-01 1.486296e-01 1.198015e-01 1.119613e-01 1.161770e-01
[47,] 1.715827e-01 1.371757e-01 1.066966e-01 9.176893e-02 9.133579e-02
[48,] 1.273746e-01 1.124083e-01 8.996987e-02 7.274353e-02 6.695729e-02
[49,] 7.901038e-02 7.894494e-02 6.864821e-02 5.546260e-02 4.710465e-02
[50,] 4.058768e-02 4.651663e-02 4.544668e-02 3.908997e-02 3.218939e-02
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.511103e-28 1.639447e-30 8.732887e-33 3.795299e-35 1.345742e-37
 [2,] 2.075155e-26 1.600292e-28 1.006875e-30 5.168674e-33 2.164764e-35
 [3,] 1.382046e-24 1.258887e-26 9.355751e-29 5.672810e-31 2.806373e-33
 [4,] 7.417886e-23 7.981052e-25 7.005962e-27 5.017681e-29 2.932013e-31
 [5,] 3.208659e-21 4.077738e-23 4.228074e-25 3.576791e-27 2.468722e-29
 [6,] 1.118543e-19 1.679052e-21 2.056379e-23 2.054801e-25 1.675190e-27
 [7,] 3.142446e-18 5.571791e-20 8.060269e-22 9.513316e-24 9.160981e-26
 [8,] 7.114900e-17 1.490086e-18 2.546137e-20 3.549604e-22 4.037436e-24
 [9,] 1.298242e-15 3.211544e-17 6.481863e-19 1.067367e-20 1.434020e-22
[10,] 1.909100e-14 5.578305e-16 1.329854e-17 2.586624e-19 4.104785e-21
[11,] 2.262495e-13 7.808659e-15 2.198839e-16 5.051711e-18 9.469155e-20
[12,] 2.160896e-12 8.809217e-14 2.930013e-15 7.951149e-17 1.760428e-18
[13,] 1.663297e-11 8.009142e-13 3.146534e-14 1.008574e-15 2.637615e-17
[14,] 1.031835e-10 5.868546e-12 2.723244e-13 1.031037e-14 3.184871e-16
[15,] 5.159909e-10 3.465918e-11 1.899581e-12 8.494622e-14 3.099331e-15
[16,] 2.082535e-09 1.650959e-10 1.068325e-11 5.641611e-13 2.431010e-14
[17,] 6.834339e-09 6.368899e-10 4.855180e-11 3.024092e-12 1.537979e-13
[18,] 1.905823e-08 2.039797e-09 1.807997e-10 1.318521e-11 7.882018e-13
[19,] 5.563799e-08 6.191075e-09 5.973277e-10 4.897570e-11 3.360037e-12
[20,] 2.590699e-07 2.642385e-08 2.391791e-09 1.928373e-10 1.371610e-11
[21,] 1.772860e-06 1.855248e-07 1.634482e-08 1.230182e-09 8.048821e-11
[22,] 1.184838e-05 1.420377e-06 1.401467e-07 1.141915e-08 7.728475e-10
[23,] 6.638004e-05 9.363421e-06 1.082258e-06 1.025222e-07 7.965828e-09
[24,] 3.027311e-04 5.046995e-05 6.888587e-06 7.695098e-07 7.034282e-08
[25,] 1.118598e-03 2.205299e-04 3.558510e-05 4.697906e-06 5.072818e-07
[26,] 3.346790e-03 7.801770e-04 1.488371e-04 2.322706e-05 2.964180e-06
[27,] 8.109121e-03 2.234520e-03 5.038956e-04 9.294431e-05 1.401783e-05
[28,] 1.591767e-02 5.182318e-03 1.380992e-03 3.010144e-04 5.364512e-05
[29,] 2.533261e-02 9.735918e-03 3.064413e-03 7.891011e-04 1.661410e-04
[30,] 3.273786e-02 1.482732e-02 5.507601e-03 1.674696e-03 4.164494e-04
[31,] 3.446466e-02 1.833296e-02 8.023061e-03 2.878317e-03 8.449948e-04
[32,] 2.974933e-02 1.845997e-02 9.486500e-03 4.008920e-03 1.388296e-03
[33,] 2.133659e-02 1.523534e-02 9.132168e-03 4.531128e-03 1.848068e-03
[34,] 1.309273e-02 1.045371e-02 7.205146e-03 4.168751e-03 1.996000e-03
[35,] 7.504999e-03 6.217152e-03 4.747171e-03 3.147635e-03 1.755306e-03
[36,] 5.546231e-03 3.866171e-03 2.851197e-03 2.023271e-03 1.275434e-03
[37,] 8.377351e-03 4.462385e-03 2.413203e-03 1.400277e-03 8.478528e-04
[38,] 1.878698e-02 1.025479e-02 4.901223e-03 2.117501e-03 8.922992e-04
[39,] 4.049264e-02 2.548129e-02 1.360925e-02 6.135778e-03 2.353876e-03
[40,] 7.452987e-02 5.452358e-02 3.378909e-02 1.755211e-02 7.603938e-03
[41,] 1.149824e-01 9.684099e-02 6.954577e-02 4.197849e-02 2.113807e-02
[42,] 1.495091e-01 1.425425e-01 1.177005e-01 8.229230e-02 4.818286e-02
[43,] 1.669303e-01 1.753842e-01 1.642967e-01 1.322046e-01 8.971023e-02
[44,] 1.649116e-01 1.836430e-01 1.907887e-01 1.747391e-01 1.366729e-01
[45,] 1.489841e-01 1.683643e-01 1.872916e-01 1.914844e-01 1.710221e-01
[46,] 1.254243e-01 1.398206e-01 1.595282e-01 1.764232e-01 1.769541e-01
[47,] 9.797915e-02 1.077358e-01 1.219326e-01 1.398962e-01 1.532324e-01
[48,] 7.016889e-02 7.706671e-02 8.601912e-02 9.861372e-02 1.133707e-01
[49,] 4.629104e-02 5.047072e-02 5.636590e-02 6.375050e-02 7.387821e-02
[50,] 2.894599e-02 3.016689e-02 3.384789e-02 3.827126e-02 4.382264e-02
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.893185e-40 9.189164e-43 1.769598e-45 2.780359e-48 3.564140e-51
 [2,] 7.397240e-38 2.062322e-40 4.691057e-43 8.705881e-46 1.318203e-48
 [3,] 1.132714e-35 3.730118e-38 1.002196e-40 2.196900e-43 3.929123e-46
 [4,] 1.397837e-33 5.437191e-36 1.725521e-38 4.467801e-41 9.438323e-44
 [5,] 1.390204e-31 6.387227e-34 2.394274e-36 7.322561e-39 1.827173e-41
 [6,] 1.114259e-29 6.046940e-32 2.677398e-34 9.672033e-37 2.850692e-39
 [7,] 7.197467e-28 4.613653e-30 2.412892e-32 1.029576e-34 3.584319e-37
 [8,] 3.746787e-26 2.836874e-28 1.752463e-30 8.832528e-33 3.632026e-35
 [9,] 1.571897e-24 1.405792e-26 1.025759e-28 6.106570e-31 2.966040e-33
[10,] 5.314656e-23 5.614197e-25 4.838689e-27 3.402479e-29 1.952050e-31
[11,] 1.448144e-21 1.806924e-23 1.839482e-25 1.527844e-27 1.035357e-29
[12,] 3.180053e-20 4.686819e-22 5.635724e-24 5.529029e-26 4.425636e-28
[13,] 5.627856e-19 9.797211e-21 1.391520e-22 1.612518e-24 1.524568e-26
[14,] 8.026723e-18 1.650490e-19 2.768953e-21 3.790059e-23 4.232569e-25
[15,] 9.226246e-17 2.240849e-18 4.440474e-20 7.179177e-22 9.469959e-24
[16,] 8.547294e-16 2.451968e-17 5.739023e-19 1.095958e-20 1.707575e-22
[17,] 6.384373e-15 2.162794e-16 5.978545e-18 1.348449e-19 2.481522e-21
[18,] 3.854272e-14 1.539924e-15 5.023769e-17 1.337766e-18 2.907134e-20
[19,] 1.909049e-13 8.925763e-15 3.421482e-16 1.073001e-17 2.749673e-19
[20,] 8.453714e-13 4.430515e-14 1.944794e-15 7.075811e-17 2.119878e-18
[21,] 4.647424e-12 2.381965e-13 1.076355e-14 4.220530e-16 1.410274e-17
[22,] 4.385806e-11 2.115482e-12 8.819506e-14 3.228314e-15 1.046064e-16
[23,] 5.084925e-10 2.674881e-11 1.165661e-12 4.243797e-14 1.306910e-15
[24,] 5.262206e-09 3.222563e-10 1.616803e-11 6.655597e-13 2.254040e-14
[25,] 4.479347e-08 3.234062e-09 1.909160e-10 9.216132e-12 3.639290e-13
[26,] 3.092706e-07 2.637648e-08 1.838570e-09 1.047340e-10 4.875533e-12
[27,] 1.728248e-06 1.741472e-07 1.433995e-08 9.648227e-10 5.303667e-11
[28,] 7.814482e-06 9.302748e-07 9.048975e-08 7.191395e-09 4.668870e-10
[29,] 2.859091e-05 4.020576e-06 4.619449e-07 4.335933e-08 3.324502e-09
[30,] 8.464770e-05 1.405934e-05 1.907791e-06 2.114749e-07 1.914739e-08
[31,] 2.028133e-04 3.977972e-05 6.374370e-06 8.343638e-07 8.920170e-08
[32,] 3.933058e-04 9.107649e-05 1.723153e-05 2.663073e-06 3.361457e-07
[33,] 6.174981e-04 1.687518e-04 3.768867e-05 6.876224e-06 1.024655e-06
[34,] 7.853717e-04 2.531040e-04 6.670232e-05 1.436383e-05 2.526541e-06
[35,] 8.104231e-04 3.074937e-04 9.554886e-05 2.427631e-05 5.039441e-06
[36,] 6.824344e-04 3.032860e-04 1.108795e-04 3.320715e-05 8.131909e-06
[37,] 4.878861e-04 2.464599e-04 1.048012e-04 3.683587e-05 1.062330e-05
[38,] 3.983345e-04 1.873806e-04 8.467782e-05 3.372088e-05 1.130519e-05
[39,] 7.940445e-04 2.536674e-04 8.442816e-05 2.994925e-05 1.042776e-05
[40,] 2.746462e-03 8.338177e-04 2.186960e-04 5.286930e-05 1.299630e-05
[41,] 8.840596e-03 3.063591e-03 8.799246e-04 2.108262e-04 4.305723e-05
[42,] 2.348402e-02 9.490773e-03 3.171403e-03 8.746893e-04 1.991532e-04
[43,] 5.087216e-02 2.398388e-02 9.366914e-03 3.021872e-03 8.034906e-04
[44,] 8.989549e-02 4.933998e-02 2.249352e-02 8.488755e-03 2.644567e-03
[45,] 1.298596e-01 8.274070e-02 4.393972e-02 1.936638e-02 7.061470e-03
[46,] 1.538770e-01 1.133437e-01 6.993072e-02 3.592418e-02 1.530539e-02
[47,] 1.504357e-01 1.272233e-01 9.085743e-02 5.426691e-02 2.696235e-02
[48,] 1.226035e-01 1.175983e-01 9.663511e-02 6.688296e-02 3.866285e-02
[49,] 8.481860e-02 9.031310e-02 8.450486e-02 6.742456e-02 4.520975e-02
[50,] 5.122471e-02 5.853855e-02 6.122048e-02 5.580818e-02 4.320874e-02

> 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  
    66.7395       0.1875  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7dfco1226313675.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] 102.3733 103.0560 103.7387 104.4214 105.1042 105.7869 106.4696 107.1523
 [9] 107.8351 108.5178 109.2005 109.8832 110.5660 111.2487 111.9314 112.6141
[17] 113.2968 113.9796 114.6623 115.3450 116.0277 116.7105 117.3932 118.0759
[25] 118.7586 119.4414 120.1241 120.8068 121.4895 122.1723 122.8550 123.5377
[33] 124.2204 124.9032 125.5859 126.2686 126.9513 127.6340 128.3168 128.9995
[41] 129.6822 130.3649 131.0477 131.7304 132.4131 133.0958 133.7786 134.4613
[49] 135.1440 135.8267

$yords
 [1]  81.45479  81.84643  82.23808  82.62972  83.02136  83.41300  83.80464
 [8]  84.19628  84.58792  84.97956  85.37120  85.76285  86.15449  86.54613
[15]  86.93777  87.32941  87.72105  88.11269  88.50433  88.89597  89.28762
[22]  89.67926  90.07090  90.46254  90.85418  91.24582  91.63746  92.02910
[29]  92.42074  92.81238  93.20403  93.59567  93.98731  94.37895  94.77059
[36]  95.16223  95.55387  95.94551  96.33715  96.72880  97.12044  97.51208
[43]  97.90372  98.29536  98.68700  99.07864  99.47028  99.86192 100.25357
[50] 100.64521

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.298686e-01 1.950376e-01 2.689026e-01 3.368485e-01 3.865312e-01
 [2,] 1.567564e-01 2.369267e-01 3.427074e-01 4.609991e-01 5.685947e-01
 [3,] 1.913776e-01 2.767953e-01 3.953066e-01 5.477923e-01 7.159513e-01
 [4,] 2.359099e-01 3.309433e-01 4.500324e-01 6.056863e-01 8.001726e-01
 [5,] 2.745004e-01 3.944728e-01 5.259859e-01 6.745877e-01 8.551962e-01
 [6,] 2.834598e-01 4.363613e-01 6.027668e-01 7.673362e-01 9.322668e-01
 [7,] 2.493679e-01 4.231206e-01 6.307402e-01 8.401704e-01 1.025546e+00
 [8,] 1.808161e-01 3.456859e-01 5.716387e-01 8.274343e-01 1.066087e+00
 [9,] 1.049456e-01 2.302832e-01 4.317042e-01 6.975825e-01 9.831380e-01
[10,] 4.763693e-02 1.217025e-01 2.631705e-01 4.848341e-01 7.674364e-01
[11,] 1.664010e-02 4.999349e-02 1.262947e-01 2.695375e-01 4.889099e-01
[12,] 4.426830e-03 1.574468e-02 4.687093e-02 1.171896e-01 2.471485e-01
[13,] 8.911511e-04 3.768492e-03 1.329614e-02 3.924003e-02 9.717292e-02
[14,] 1.352006e-04 6.817677e-04 2.861818e-03 1.001924e-02 2.932557e-02
[15,] 1.541865e-05 9.290135e-05 4.651701e-04 1.938507e-03 6.735767e-03
[16,] 1.319457e-06 9.513021e-06 5.692461e-05 2.830434e-04 1.171133e-03
[17,] 8.463343e-08 7.308737e-07 5.233607e-06 3.110302e-05 1.535827e-04
[18,] 4.106926e-09 4.217054e-08 3.611416e-07 2.567667e-06 1.515438e-05
[19,] 2.992758e-10 2.187120e-09 1.944015e-08 1.604486e-07 1.125718e-06
[20,] 4.293700e-10 1.267379e-09 3.622004e-09 1.335641e-08 7.347137e-08
[21,] 9.124856e-10 3.047524e-09 8.554334e-09 2.042271e-08 4.343449e-08
[22,] 1.515019e-09 5.938999e-09 1.953170e-08 5.392693e-08 1.255841e-07
[23,] 1.957027e-09 8.985231e-09 3.465276e-08 1.121977e-07 3.051013e-07
[24,] 1.973142e-09 1.059327e-08 4.780728e-08 1.813185e-07 5.776984e-07
[25,] 1.552563e-09 9.752291e-09 5.146131e-08 2.282605e-07 8.511216e-07
[26,] 9.497419e-10 6.999523e-09 4.325058e-08 2.243782e-07 9.782208e-07
[27,] 4.487722e-10 3.897165e-09 2.829623e-08 1.720917e-07 8.780863e-07
[28,] 1.625864e-10 1.671495e-09 1.432555e-08 1.025455e-07 6.142409e-07
[29,] 4.484666e-11 5.481776e-10 5.571322e-09 4.715853e-08 3.330551e-07
[30,] 9.363037e-12 1.365561e-10 1.652469e-09 1.661355e-08 1.389862e-07
[31,] 1.472949e-12 2.570088e-11 3.714896e-10 4.452708e-09 4.431111e-08
[32,] 1.740289e-13 3.639866e-12 6.299317e-11 9.027561e-10 1.072304e-08
[33,] 1.540717e-14 3.867886e-13 8.028327e-12 1.378521e-10 1.959456e-09
[34,] 1.020499e-15 3.077848e-14 7.670934e-13 1.580476e-11 2.693304e-10
[35,] 5.051665e-17 1.831553e-15 5.485458e-14 1.357508e-12 2.776972e-11
[36,] 1.867604e-18 8.143239e-17 2.932326e-15 8.722223e-14 2.143712e-12
[37,] 5.154228e-20 2.703465e-18 1.170873e-16 4.188005e-15 1.237404e-13
[38,] 1.061549e-21 6.699140e-20 3.490462e-18 1.501737e-16 5.336208e-15
[39,] 1.631276e-23 1.238739e-21 7.765781e-20 4.019727e-18 1.718238e-16
[40,] 1.870123e-25 1.708952e-23 1.289202e-21 8.029541e-20 4.129530e-18
[41,] 1.599305e-27 1.758818e-25 1.596715e-23 1.196725e-21 7.405910e-20
[42,] 1.020205e-29 1.350275e-27 1.475246e-25 1.330624e-23 9.909417e-22
[43,] 4.854269e-32 7.732402e-30 1.016732e-27 1.103672e-25 9.891590e-24
[44,] 1.722778e-34 3.302810e-32 5.226800e-30 6.828498e-28 7.365513e-26
[45,] 4.560360e-37 1.052260e-34 2.004211e-32 3.151371e-30 4.091129e-28
[46,] 9.003846e-40 2.500498e-37 5.732205e-35 1.084810e-32 1.695023e-30
[47,] 1.325913e-42 4.431925e-40 1.222837e-37 2.785381e-35 5.238374e-33
[48,] 1.456327e-45 5.858949e-43 1.945731e-40 5.334474e-38 1.207551e-35
[49,] 1.193054e-48 5.777087e-46 2.309220e-43 7.620376e-41 2.076374e-38
[50,] 7.289863e-52 4.248752e-49 2.044179e-46 8.119749e-44 2.663192e-41
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.159188e-01 4.321814e-01 4.422615e-01 4.451324e-01 4.332496e-01
 [2,] 6.463862e-01 6.918818e-01 7.168819e-01 7.324648e-01 7.371230e-01
 [3,] 8.673410e-01 9.758593e-01 1.038992e+00 1.073757e+00 1.095662e+00
 [4,] 1.011584e+00 1.200270e+00 1.334988e+00 1.413813e+00 1.458062e+00
 [5,] 1.073175e+00 1.306695e+00 1.513902e+00 1.662449e+00 1.751554e+00
 [6,] 1.115298e+00 1.327166e+00 1.551023e+00 1.749578e+00 1.894603e+00
 [7,] 1.186343e+00 1.344455e+00 1.518112e+00 1.699716e+00 1.862634e+00
 [8,] 1.252769e+00 1.387013e+00 1.496701e+00 1.608467e+00 1.725723e+00
 [9,] 1.228806e+00 1.395172e+00 1.485610e+00 1.535112e+00 1.577596e+00
[10,] 1.055847e+00 1.283742e+00 1.412853e+00 1.453164e+00 1.445868e+00
[11,] 7.597652e-01 1.022895e+00 1.212921e+00 1.297714e+00 1.294019e+00
[12,] 4.420944e-01 6.757830e-01 8.922863e-01 1.034321e+00 1.078557e+00
[13,] 2.027150e-01 3.580688e-01 5.392866e-01 6.996873e-01 7.945676e-01
[14,] 7.196873e-02 1.486304e-01 2.595280e-01 3.856594e-01 4.925014e-01
[15,] 1.955883e-02 4.759049e-02 9.736170e-02 1.682078e-01 2.469104e-01
[16,] 4.039467e-03 1.163942e-02 2.808964e-02 5.695672e-02 9.743238e-02
[17,] 6.310009e-04 2.160743e-03 6.179426e-03 1.479552e-02 2.974787e-02
[18,] 7.431466e-05 3.031964e-04 1.030861e-03 2.926598e-03 6.954253e-03
[19,] 6.588740e-06 3.207556e-05 1.299447e-04 4.387149e-04 1.236802e-03
[20,] 4.576733e-07 2.587046e-06 1.241162e-05 4.981446e-05 1.669363e-04
[21,] 9.535515e-08 2.782672e-07 1.104436e-06 4.662382e-06 1.781559e-05
[22,] 2.503972e-07 4.448638e-07 7.701302e-07 1.491385e-06 3.511820e-06
[23,] 6.992617e-07 1.366182e-06 2.341997e-06 3.738726e-06 6.063308e-06
[24,] 1.546636e-06 3.489171e-06 6.696400e-06 1.120811e-05 1.724626e-05
[25,] 2.667364e-06 7.027546e-06 1.560069e-05 2.941576e-05 4.813424e-05
[26,] 3.585439e-06 1.104913e-05 2.863626e-05 6.253515e-05 1.158429e-04
[27,] 3.763472e-06 1.355932e-05 4.108092e-05 1.047053e-04 2.248669e-04
[28,] 3.084161e-06 1.299999e-05 4.604797e-05 1.371579e-04 3.437338e-04
[29,] 1.966288e-06 9.721920e-06 4.032201e-05 1.404696e-04 4.114118e-04
[30,] 9.692044e-07 5.644194e-06 2.750098e-05 1.123105e-04 3.850122e-04
[31,] 3.666385e-07 2.526477e-06 1.452542e-05 6.980644e-05 2.809420e-04
[32,] 1.056878e-07 8.655130e-07 5.898451e-06 3.350981e-05 1.589950e-04
[33,] 2.307602e-08 2.253936e-07 1.828190e-06 1.233207e-05 6.929646e-05
[34,] 3.798537e-09 4.437366e-08 4.297699e-07 3.455101e-06 2.308912e-05
[35,] 4.697940e-10 6.576772e-09 7.624575e-08 7.326905e-07 5.842812e-06
[36,] 4.355016e-11 7.316448e-10 1.017079e-08 1.170778e-07 1.117017e-06
[37,] 3.020987e-12 6.096513e-11 1.017456e-09 1.405115e-08 1.606938e-07
[38,] 1.566404e-13 3.799624e-12 7.619299e-11 1.263703e-09 1.734640e-08
[39,] 6.066446e-15 1.769559e-13 4.266028e-12 8.503539e-11 1.402292e-09
[40,] 1.754002e-16 6.154348e-15 1.784391e-13 4.276857e-12 8.478323e-11
[41,] 3.784884e-18 1.597763e-16 5.572910e-15 1.606651e-13 3.830378e-12
[42,] 6.094142e-20 3.095566e-18 1.299121e-16 4.506046e-15 1.292360e-13
[43,] 7.320711e-22 4.474978e-20 2.259939e-18 9.432429e-17 3.255194e-15
[44,] 6.560502e-24 4.826332e-22 2.933337e-20 1.473421e-18 6.119585e-17
[45,] 4.385746e-26 3.883222e-24 2.840609e-22 1.717364e-20 8.585466e-19
[46,] 2.187052e-28 2.330771e-26 2.052226e-24 1.493503e-22 8.988247e-21
[47,] 8.135408e-31 1.043601e-28 1.106109e-26 9.690658e-25 7.021856e-23
[48,] 2.257381e-33 3.485767e-31 4.447686e-29 4.691503e-27 4.093631e-25
[49,] 4.672402e-36 8.685588e-34 1.334277e-31 1.694735e-29 1.781048e-27
[50,] 7.214301e-39 1.614547e-36 2.986439e-34 4.568287e-32 5.783609e-30
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.002920e-01 3.473046e-01 2.831257e-01 2.200235e-01 1.675104e-01
 [2,] 7.190985e-01 6.681380e-01 5.849775e-01 4.825776e-01 3.799999e-01
 [3,] 1.102770e+00 1.078955e+00 1.009405e+00 8.934484e-01 7.473108e-01
 [4,] 1.486519e+00 1.496922e+00 1.469904e+00 1.386462e+00 1.242905e+00
 [5,] 1.804025e+00 1.838985e+00 1.853795e+00 1.828249e+00 1.740775e+00
 [6,] 1.986715e+00 2.046021e+00 2.087731e+00 2.108378e+00 2.089837e+00
 [7,] 1.987352e+00 2.075774e+00 2.141140e+00 2.190550e+00 2.218775e+00
 [8,] 1.835484e+00 1.929193e+00 2.009692e+00 2.080952e+00 2.139514e+00
 [9,] 1.625924e+00 1.679660e+00 1.740404e+00 1.811605e+00 1.888391e+00
[10,] 1.428959e+00 1.420678e+00 1.428913e+00 1.462283e+00 1.524677e+00
[11,] 1.245887e+00 1.190979e+00 1.148191e+00 1.128597e+00 1.143891e+00
[12,] 1.045918e+00 9.785229e-01 9.095306e-01 8.549046e-01 8.249119e-01
[13,] 8.093764e-01 7.653065e-01 6.981149e-01 6.337944e-01 5.837730e-01
[14,] 5.489564e-01 5.473716e-01 5.058086e-01 4.511673e-01 4.015982e-01
[15,] 3.108117e-01 3.406330e-01 3.331349e-01 3.015461e-01 2.637936e-01
[16,] 1.414194e-01 1.757192e-01 1.897091e-01 1.824688e-01 1.624611e-01
[17,] 5.042154e-02 7.244704e-02 8.902934e-02 9.504268e-02 9.059949e-02
[18,] 1.387258e-02 2.332561e-02 3.326427e-02 4.068255e-02 4.359922e-02
[19,] 2.918944e-03 5.788030e-03 9.700401e-03 1.389900e-02 1.744601e-02
[20,] 4.678505e-04 1.100872e-03 2.192477e-03 3.760855e-03 5.770879e-03
[21,] 5.849000e-05 1.633187e-04 3.913579e-04 8.292848e-04 1.650474e-03
[22,] 9.455880e-06 2.608617e-05 6.950400e-05 1.799809e-04 4.763857e-04
[23,] 1.065868e-05 2.028819e-05 4.089839e-05 8.893120e-05 2.209322e-04
[24,] 2.645452e-05 4.321339e-05 7.526726e-05 1.357883e-04 2.558881e-04
[25,] 7.167270e-05 1.049553e-04 1.624014e-04 2.680331e-04 4.559818e-04
[26,] 1.854394e-04 2.676125e-04 3.747980e-04 5.500402e-04 8.624899e-04
[27,] 4.092227e-04 6.411678e-04 8.979357e-04 1.204463e-03 1.676635e-03
[28,] 7.258500e-04 1.297659e-03 1.990900e-03 2.709035e-03 3.485290e-03
[29,] 1.013815e-03 2.104895e-03 3.697004e-03 5.556676e-03 7.354892e-03
[30,] 1.109232e-03 2.688368e-03 5.488740e-03 9.473055e-03 1.395625e-02
[31,] 9.484495e-04 2.689630e-03 6.414494e-03 1.288367e-02 2.186010e-02
[32,] 6.312295e-04 2.100646e-03 5.868915e-03 1.378447e-02 2.725791e-02
[33,] 3.249637e-04 1.274168e-03 4.184924e-03 1.153322e-02 2.670979e-02
[34,] 1.284613e-04 5.961124e-04 2.311502e-03 7.503995e-03 2.043154e-02
[35,] 3.871735e-05 2.135268e-04 9.818058e-04 3.770925e-03 1.212166e-02
[36,] 8.842928e-06 5.816549e-05 3.183810e-04 1.452815e-03 5.537247e-03
[37,] 1.523294e-06 1.198291e-05 7.833072e-05 4.261796e-04 1.933487e-03
[38,] 1.972222e-07 1.859160e-06 1.454864e-05 9.464752e-05 5.127746e-04
[39,] 1.914462e-08 2.165771e-07 2.032442e-06 1.584359e-05 1.027612e-04
[40,] 1.391000e-09 1.890323e-08 2.130044e-07 1.992721e-06 1.550232e-05
[41,] 7.556312e-11 1.234442e-09 1.671712e-08 1.879023e-07 1.755754e-06
[42,] 3.066728e-12 6.025743e-11 9.813535e-10 1.326395e-08 1.490203e-07
[43,] 9.294372e-14 2.197342e-12 4.305814e-11 7.002658e-10 9.467605e-09
[44,] 2.102899e-15 5.983752e-14 1.411411e-12 2.763492e-11 4.499358e-10
[45,] 3.551415e-17 1.216616e-15 3.455546e-14 8.149577e-13 1.598937e-11
[46,] 4.476490e-19 1.846725e-17 6.318405e-16 1.795791e-14 4.248622e-13
[47,] 4.211404e-21 2.092790e-19 8.628634e-18 2.957014e-16 8.442241e-15
[48,] 2.957283e-23 1.770771e-21 8.801988e-20 3.639306e-18 1.254852e-16
[49,] 1.550178e-25 1.118874e-23 6.708491e-22 3.348859e-20 1.395902e-18
[50,] 6.066824e-28 5.280581e-26 3.821349e-24 2.305086e-22 1.162826e-20
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 1.280388e-01 9.771228e-02 7.140358e-02 4.738496e-02 2.739834e-02
 [2,] 2.927356e-01 2.253304e-01 1.720689e-01 1.252063e-01 8.254339e-02
 [3,] 5.970693e-01 4.654243e-01 3.602883e-01 2.747512e-01 1.987129e-01
 [4,] 1.055959e+00 8.568106e-01 6.754936e-01 5.249120e-01 3.988171e-01
 [5,] 1.583003e+00 1.367826e+00 1.127443e+00 8.979062e-01 6.988169e-01
 [6,] 2.010553e+00 1.856529e+00 1.632305e+00 1.365900e+00 1.096829e+00
 [7,] 2.212013e+00 2.151416e+00 2.017720e+00 1.804271e+00 1.530465e+00
 [8,] 2.177334e+00 2.185517e+00 2.149646e+00 2.046841e+00 1.859299e+00
 [9,] 1.957236e+00 2.006772e+00 2.031883e+00 2.022673e+00 1.954863e+00
[10,] 1.605391e+00 1.684231e+00 1.747161e+00 1.790899e+00 1.808770e+00
[11,] 1.198379e+00 1.279719e+00 1.366028e+00 1.442523e+00 1.506311e+00
[12,] 8.310467e-01 8.779867e-01 9.553930e-01 1.044366e+00 1.131964e+00
[13,] 5.555713e-01 5.586210e-01 5.977699e-01 6.666257e-01 7.521341e-01
[14,] 3.641421e-01 3.434049e-01 3.462404e-01 3.773395e-01 4.343707e-01
[15,] 2.311468e-01 2.073270e-01 1.947626e-01 1.980806e-01 2.215397e-01
[16,] 1.402686e-01 1.220276e-01 1.092951e-01 1.031819e-01 1.068203e-01
[17,] 8.055257e-02 7.040818e-02 6.285025e-02 5.799635e-02 5.620579e-02
[18,] 4.263711e-02 4.048505e-02 3.955206e-02 4.012466e-02 4.097225e-02
[19,] 2.015654e-02 2.316823e-02 2.821838e-02 3.582978e-02 4.409225e-02
[20,] 8.495802e-03 1.303468e-02 2.132555e-02 3.491504e-02 5.276534e-02
[21,] 3.341842e-03 7.157998e-03 1.551662e-02 3.151305e-02 5.673909e-02
[22,] 1.333099e-03 3.802401e-03 1.026302e-02 2.474864e-02 5.174020e-02
[23,] 6.408843e-04 2.013142e-03 6.130305e-03 1.679619e-02 3.996659e-02
[24,] 5.357125e-04 1.319049e-03 3.673470e-03 1.034291e-02 2.683177e-02
[25,] 7.905364e-04 1.447848e-03 2.972533e-03 6.944064e-03 1.721119e-02
[26,] 1.395586e-03 2.273618e-03 3.786505e-03 6.736565e-03 1.327667e-02
[27,] 2.496844e-03 3.852161e-03 5.954287e-03 9.229338e-03 1.475760e-02
[28,] 4.601974e-03 6.501418e-03 9.568696e-03 1.410023e-02 2.060836e-02
[29,] 9.088979e-03 1.138478e-02 1.523434e-02 2.137557e-02 3.009840e-02
[30,] 1.799052e-02 2.138849e-02 2.542150e-02 3.215887e-02 4.294769e-02
[31,] 3.159104e-02 3.971311e-02 4.550306e-02 5.134463e-02 6.126741e-02
[32,] 4.550392e-02 6.457392e-02 7.929366e-02 8.775200e-02 9.409651e-02
[33,] 5.206211e-02 8.562122e-02 1.195009e-01 1.436534e-01 1.539859e-01
[34,] 4.673394e-02 8.994925e-02 1.460163e-01 2.008982e-01 2.371388e-01
[35,] 3.267295e-02 7.397662e-02 1.409413e-01 2.264586e-01 3.081641e-01
[36,] 1.766328e-02 4.725099e-02 1.062052e-01 2.009542e-01 3.208068e-01
[37,] 7.329163e-03 2.326251e-02 6.195594e-02 1.387549e-01 2.618569e-01
[38,] 2.318085e-03 8.763191e-03 2.776701e-02 7.391879e-02 1.657135e-01
[39,] 5.556198e-04 2.509860e-03 9.494941e-03 3.015893e-02 8.064065e-02
[40,] 1.004758e-04 5.437508e-04 2.463177e-03 9.365407e-03 2.997238e-02
[41,] 1.366419e-05 8.877130e-05 4.826756e-04 2.202796e-03 8.463266e-03
[42,] 1.394417e-06 1.089262e-05 7.122705e-05 3.910585e-04 1.808453e-03
[43,] 1.066295e-07 1.002878e-06 7.899577e-06 5.228003e-05 2.916783e-04
[44,] 6.104922e-09 6.921428e-08 6.577141e-07 5.256386e-06 3.545530e-05
[45,] 2.615972e-10 3.579191e-09 4.108961e-08 3.972444e-07 3.246137e-06
[46,] 8.389003e-12 1.386763e-10 1.926150e-09 2.256632e-08 2.238578e-07
[47,] 2.013728e-13 4.026953e-12 6.777702e-11 9.640538e-10 1.163358e-08
[48,] 3.619839e-15 8.769055e-14 1.791483e-12 3.099741e-11 4.559760e-10
[49,] 4.875809e-17 1.433095e-15 3.560322e-14 7.508906e-13 1.349222e-11
[50,] 4.925191e-19 1.759429e-17 5.325961e-16 1.371990e-14 3.017009e-13
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 1.345665e-02 5.536638e-03 1.894544e-03 5.371455e-04 1.259426e-04
 [2,] 4.738180e-02 2.310342e-02 9.438863e-03 3.207687e-03 9.033426e-04
 [3,] 1.299732e-01 7.400753e-02 3.580874e-02 1.452300e-02 4.901033e-03
 [4,] 2.861121e-01 1.853961e-01 1.046195e-01 5.020385e-02 2.020672e-02
 [5,] 5.276159e-01 3.746127e-01 2.400908e-01 1.341267e-01 6.379236e-02
 [6,] 8.526482e-01 6.379196e-01 4.471668e-01 2.829343e-01 1.562784e-01
 [7,] 1.236183e+00 9.570903e-01 7.074532e-01 4.882626e-01 3.043088e-01
 [8,] 1.595658e+00 1.293271e+00 9.945327e-01 7.241145e-01 4.904922e-01
 [9,] 1.802134e+00 1.562760e+00 1.269239e+00 9.678382e-01 6.923187e-01
[10,] 1.776902e+00 1.664059e+00 1.459864e+00 1.189960e+00 9.006956e-01
[11,] 1.552252e+00 1.557788e+00 1.489558e+00 1.329829e+00 1.095137e+00
[12,] 1.215567e+00 1.290691e+00 1.336422e+00 1.318493e+00 1.211658e+00
[13,] 8.454449e-01 9.453385e-01 1.048489e+00 1.136116e+00 1.173202e+00
[14,] 5.106920e-01 6.026144e-01 7.118095e-01 8.376603e-01 9.646003e-01
[15,] 2.658277e-01 3.294836e-01 4.135717e-01 5.235290e-01 6.630612e-01
[16,] 1.240368e-01 1.572552e-01 2.081247e-01 2.808598e-01 3.843575e-01
[17,] 5.995274e-02 7.306657e-02 9.886121e-02 1.400383e-01 2.017140e-01
[18,] 4.187588e-02 4.551225e-02 5.663752e-02 7.932471e-02 1.157407e-01
[19,] 4.987800e-02 5.224059e-02 5.497065e-02 6.510947e-02 8.802137e-02
[20,] 7.012952e-02 8.093165e-02 8.320528e-02 8.287077e-02 9.087940e-02
[21,] 8.809146e-02 1.166991e-01 1.323124e-01 1.318179e-01 1.244230e-01
[22,] 9.253270e-02 1.407601e-01 1.818676e-01 2.005699e-01 1.930563e-01
[23,] 8.141508e-02 1.412033e-01 2.080746e-01 2.605008e-01 2.782759e-01
[24,] 6.110936e-02 1.196944e-01 2.000096e-01 2.843001e-01 3.436419e-01
[25,] 4.106209e-02 8.818365e-02 1.648329e-01 2.642580e-01 3.612251e-01
[26,] 2.836000e-02 6.081294e-02 1.212763e-01 2.144371e-01 3.281992e-01
[27,] 2.522119e-02 4.643631e-02 8.812615e-02 1.607175e-01 2.660179e-01
[28,] 3.037354e-02 4.639337e-02 7.481858e-02 1.252855e-01 2.066766e-01
[29,] 4.178058e-02 5.764733e-02 8.059625e-02 1.163459e-01 1.733292e-01
[30,] 5.783030e-02 7.655132e-02 9.979431e-02 1.297999e-01 1.710427e-01
[31,] 7.767259e-02 9.996897e-02 1.264614e-01 1.566118e-01 1.914881e-01
[32,] 1.056586e-01 1.266726e-01 1.555427e-01 1.881686e-01 2.220769e-01
[33,] 1.572027e-01 1.657371e-01 1.869318e-01 2.181730e-01 2.521973e-01
[34,] 2.471830e-01 2.410443e-01 2.382880e-01 2.511935e-01 2.768980e-01
[35,] 3.586956e-01 3.655796e-01 3.424489e-01 3.177168e-01 3.107966e-01
[36,] 4.337364e-01 5.006989e-01 5.027265e-01 4.563354e-01 3.994023e-01
[37,] 4.174142e-01 5.640366e-01 6.505047e-01 6.496120e-01 5.783899e-01
[38,] 3.135890e-01 5.022235e-01 6.831284e-01 7.938801e-01 7.970922e-01
[39,] 1.819839e-01 3.475211e-01 5.631400e-01 7.770845e-01 9.179279e-01
[40,] 8.096690e-02 1.851304e-01 3.592468e-01 5.932800e-01 8.365679e-01
[41,] 2.745716e-02 7.543427e-02 1.759578e-01 3.493066e-01 5.915269e-01
[42,] 7.066650e-03 2.340041e-02 6.582812e-02 1.576282e-01 3.217896e-01
[43,] 1.376351e-03 5.508914e-03 1.874534e-02 5.430765e-02 1.340662e-01
[44,] 2.025215e-04 9.823593e-04 4.054329e-03 1.425021e-02 4.265629e-02
[45,] 2.249668e-05 1.325688e-04 6.652522e-04 2.843621e-03 1.034542e-02
[46,] 1.886480e-06 1.353598e-05 8.277283e-05 4.311617e-04 1.910026e-03
[47,] 1.194700e-07 1.045964e-06 7.808752e-06 4.964679e-05 2.681586e-04
[48,] 5.717940e-09 6.119401e-08 5.585718e-07 4.339271e-06 2.859924e-05
[49,] 2.069827e-10 2.711757e-09 3.029405e-08 2.877138e-07 2.314370e-06
[50,] 5.670841e-12 9.104430e-11 1.245371e-09 1.446021e-08 1.419268e-07
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 2.439567e-05 3.901985e-06 5.151945e-07 5.614438e-08 5.049598e-09
 [2,] 2.104004e-04 4.048797e-05 6.433607e-06 8.439298e-07 9.137216e-08
 [3,] 1.370878e-03 3.171773e-04 6.063556e-05 9.572477e-06 1.247551e-06
 [4,] 6.770445e-03 1.880819e-03 4.322638e-04 8.209600e-05 1.287646e-05
 [5,] 2.547150e-02 8.471753e-03 2.337073e-03 5.335182e-04 1.006611e-04
 [6,] 7.360762e-02 2.914144e-02 9.618084e-03 2.634341e-03 5.972727e-04
 [7,] 1.659083e-01 7.729393e-02 3.031673e-02 9.923819e-03 2.697631e-03
 [8,] 3.002111e-01 1.611439e-01 7.411110e-02 2.875585e-02 9.325433e-03
 [9,] 4.585397e-01 2.744179e-01 1.444091e-01 6.532377e-02 2.500014e-02
[10,] 6.324261e-01 4.080441e-01 2.373332e-01 1.215906e-01 5.373454e-02
[11,] 8.278800e-01 5.725224e-01 3.593506e-01 2.018532e-01 9.970545e-02
[12,] 1.020540e+00 7.798165e-01 5.363175e-01 3.290766e-01 1.782276e-01
[13,] 1.125699e+00 9.833167e-01 7.698769e-01 5.335305e-01 3.237636e-01
[14,] 1.056960e+00 1.070704e+00 9.784792e-01 7.912190e-01 5.576412e-01
[15,] 8.212016e-01 9.622655e-01 1.032315e+00 9.868442e-01 8.236138e-01
[16,] 5.273717e-01 7.044965e-01 8.810683e-01 9.950318e-01 9.873659e-01
[17,] 2.947804e-01 4.324735e-01 6.149451e-01 8.095511e-01 9.492912e-01
[18,] 1.695176e-01 2.513302e-01 3.772734e-01 5.521510e-01 7.461256e-01
[19,] 1.243378e-01 1.740600e-01 2.452417e-01 3.547529e-01 5.107704e-01
[20,] 1.148355e-01 1.533917e-01 2.013438e-01 2.620928e-01 3.513376e-01
[21,] 1.265773e-01 1.491220e-01 1.887877e-01 2.345036e-01 2.838552e-01
[22,] 1.731012e-01 1.637822e-01 1.797755e-01 2.163255e-01 2.569699e-01
[23,] 2.582544e-01 2.200498e-01 1.936044e-01 1.972091e-01 2.251925e-01
[24,] 3.543936e-01 3.163323e-01 2.558923e-01 2.089602e-01 1.962076e-01
[25,] 4.203123e-01 4.171951e-01 3.571930e-01 2.738519e-01 2.069797e-01
[26,] 4.300839e-01 4.805118e-01 4.578707e-01 3.750980e-01 2.720691e-01
[27,] 3.862703e-01 4.835219e-01 5.175409e-01 4.725791e-01 3.698558e-01
[28,] 3.170059e-01 4.336883e-01 5.164755e-01 5.285117e-01 4.620313e-01
[29,] 2.577989e-01 3.638602e-01 4.660821e-01 5.258854e-01 5.134577e-01
[30,] 2.298488e-01 3.094430e-01 4.009654e-01 4.789300e-01 5.102078e-01
[31,] 2.337834e-01 2.873849e-01 3.530232e-01 4.207736e-01 4.680435e-01
[32,] 2.569254e-01 2.936536e-01 3.341155e-01 3.778393e-01 4.161098e-01
[33,] 2.840841e-01 3.122351e-01 3.364609e-01 3.575337e-01 3.752310e-01
[34,] 3.049133e-01 3.277565e-01 3.429642e-01 3.500778e-01 3.497670e-01
[35,] 3.204214e-01 3.339193e-01 3.416041e-01 3.404011e-01 3.300745e-01
[36,] 3.605866e-01 3.431139e-01 3.344071e-01 3.233801e-01 3.061409e-01
[37,] 4.829815e-01 4.027564e-01 3.489969e-01 3.125140e-01 2.819939e-01
[38,] 7.061898e-01 5.723783e-01 4.461454e-01 3.504137e-01 2.831120e-01
[39,] 9.362507e-01 8.367423e-01 6.710986e-01 5.001946e-01 3.613836e-01
[40,] 1.011676e+00 1.056152e+00 9.614393e-01 7.751399e-01 5.668263e-01
[41,] 8.567495e-01 1.064944e+00 1.141509e+00 1.062664e+00 8.688026e-01
[42,] 5.608500e-01 8.359599e-01 1.068099e+00 1.174014e+00 1.116451e+00
[43,] 2.821205e-01 5.062459e-01 7.752314e-01 1.014713e+00 1.138693e+00
[44,] 1.086792e-01 2.354943e-01 4.337930e-01 6.794531e-01 9.061609e-01
[45,] 3.198630e-02 8.390351e-02 1.864556e-01 3.507655e-01 5.587229e-01
[46,] 7.179302e-03 2.284031e-02 6.137182e-02 1.390717e-01 2.656141e-01
[47,] 1.226827e-03 4.739769e-03 1.542343e-02 4.219041e-02 9.691001e-02
[48,] 1.593536e-04 7.481305e-04 2.950943e-03 9.758279e-03 2.701498e-02
[49,] 1.570692e-05 8.961990e-05 4.286542e-04 1.714904e-03 5.729911e-03
[50,] 1.172776e-06 8.130197e-06 4.715141e-05 2.282825e-04 9.212775e-04
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 3.748042e-10 2.295828e-11 1.160533e-12 4.841208e-14 1.666586e-15
 [2,] 8.164716e-09 6.020994e-10 3.664252e-11 1.840285e-12 7.627200e-14
 [3,] 1.342013e-07 1.191462e-08 8.729865e-10 5.278686e-11 2.634081e-12
 [4,] 1.667347e-06 1.782097e-07 1.572060e-08 1.144495e-09 6.876277e-11
 [5,] 1.568609e-05 2.018118e-06 2.143233e-07 1.878592e-08 1.358968e-09
 [6,] 1.119423e-04 1.733041e-05 2.215314e-06 2.337610e-07 2.035930e-08
 [7,] 6.072867e-04 1.130434e-04 1.738466e-05 2.207735e-06 2.314571e-07
 [8,] 2.513892e-03 5.615809e-04 1.037776e-04 1.584843e-05 1.999000e-06
 [9,] 8.013739e-03 2.138553e-03 4.734266e-04 8.676235e-05 1.314704e-05
[10,] 2.016487e-02 6.358071e-03 1.673100e-03 3.659140e-04 6.634223e-05
[11,] 4.257676e-02 1.550018e-02 4.761561e-03 1.225524e-03 2.630154e-04
[12,] 8.420734e-02 3.431454e-02 1.194116e-02 3.520090e-03 8.735411e-04
[13,] 1.704331e-01 7.721051e-02 2.990500e-02 9.850160e-03 2.747198e-03
[14,] 3.386072e-01 1.756199e-01 7.732322e-02 2.877912e-02 9.029909e-03
[15,] 5.912448e-01 3.612207e-01 1.864395e-01 8.089212e-02 2.940941e-02
[16,] 8.446356e-01 6.149318e-01 3.777478e-01 1.946629e-01 8.383023e-02
[17,] 9.657331e-01 8.383431e-01 6.146170e-01 3.780438e-01 1.942485e-01
[18,] 8.912021e-01 9.160342e-01 7.981719e-01 5.845752e-01 3.580390e-01
[19,] 6.870452e-01 8.187515e-01 8.380805e-01 7.253797e-01 5.266670e-01
[20,] 4.794951e-01 6.248924e-01 7.297374e-01 7.348763e-01 6.263498e-01
[21,] 3.499366e-01 4.445609e-01 5.516449e-01 6.234162e-01 6.123607e-01
[22,] 2.934887e-01 3.355736e-01 3.956640e-01 4.637676e-01 5.036538e-01
[23,] 2.572007e-01 2.803573e-01 3.007423e-01 3.304859e-01 3.652044e-01
[24,] 2.114350e-01 2.324333e-01 2.435477e-01 2.475086e-01 2.550673e-01
[25,] 1.775758e-01 1.789166e-01 1.888582e-01 1.909652e-01 1.852157e-01
[26,] 1.897665e-01 1.471998e-01 1.368056e-01 1.378367e-01 1.346682e-01
[27,] 2.535530e-01 1.628955e-01 1.129839e-01 9.507270e-02 9.045879e-02
[28,] 3.453820e-01 2.239700e-01 1.326442e-01 8.153607e-02 6.066692e-02
[29,] 4.296253e-01 3.071156e-01 1.889591e-01 1.036804e-01 5.634740e-02
[30,] 4.743989e-01 3.799086e-01 2.602148e-01 1.526295e-01 7.829882e-02
[31,] 4.697384e-01 4.152657e-01 3.182177e-01 2.092363e-01 1.176002e-01
[32,] 4.315168e-01 4.077300e-01 3.423129e-01 2.508792e-01 1.585345e-01
[33,] 3.838196e-01 3.720267e-01 3.311573e-01 2.639126e-01 1.848616e-01
[34,] 3.429609e-01 3.274694e-01 2.975865e-01 2.499297e-01 1.891099e-01
[35,] 3.116341e-01 2.871125e-01 2.570984e-01 2.197672e-01 1.745131e-01
[36,] 2.823420e-01 2.529666e-01 2.202750e-01 1.860494e-01 1.503017e-01
[37,] 2.520552e-01 2.210968e-01 1.890774e-01 1.572679e-01 1.269459e-01
[38,] 2.341046e-01 1.957051e-01 1.636229e-01 1.356712e-01 1.110639e-01
[39,] 2.629810e-01 1.973603e-01 1.539773e-01 1.248396e-01 1.049445e-01
[40,] 3.893838e-01 2.632183e-01 1.839469e-01 1.380990e-01 1.139613e-01
[41,] 6.357590e-01 4.305529e-01 2.848427e-01 1.971011e-01 1.513313e-01
[42,] 9.278011e-01 6.870521e-01 4.711039e-01 3.191808e-01 2.309817e-01
[43,] 1.101677e+00 9.293110e-01 6.999801e-01 4.938452e-01 3.519579e-01
[44,] 1.032251e+00 1.010973e+00 8.633935e-01 6.630831e-01 4.859359e-01
[45,] 7.547369e-01 8.678525e-01 8.564597e-01 7.388059e-01 5.795881e-01
[46,] 4.277839e-01 5.821466e-01 6.724989e-01 6.663456e-01 5.797914e-01
[47,] 1.868779e-01 3.028109e-01 4.133362e-01 4.779849e-01 4.743686e-01
[48,] 6.257230e-02 1.212812e-01 1.969623e-01 2.688160e-01 3.104209e-01
[49,] 1.597583e-02 3.716194e-02 7.215613e-02 1.171245e-01 1.594848e-01
[50,] 3.096335e-03 8.662930e-03 2.017802e-02 3.915553e-02 6.340879e-02
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 4.734545e-17 1.109951e-18 2.147371e-20 3.428374e-22 4.516925e-24
 [2,] 2.608696e-15 7.363060e-17 1.715029e-18 3.296575e-20 5.229125e-22
 [3,] 1.084711e-13 3.686185e-15 1.033760e-16 2.392443e-18 4.569187e-20
 [4,] 3.409413e-12 1.395044e-13 4.710617e-15 1.312647e-16 3.018527e-18
 [5,] 8.113052e-11 3.997128e-12 1.625166e-13 5.452926e-15 1.509874e-16
 [6,] 1.463443e-09 8.681447e-11 4.250137e-12 1.717123e-13 5.725098e-15
 [7,] 2.002946e-08 1.430554e-09 8.432459e-11 4.102087e-12 1.646826e-13
 [8,] 2.081802e-07 1.789704e-08 1.269959e-09 7.437598e-11 3.594939e-12
 [9,] 1.646000e-06 1.701956e-07 1.453011e-08 1.024043e-09 5.957308e-11
[10,] 9.955708e-06 1.235373e-06 1.266768e-07 1.072976e-08 7.505148e-10
[11,] 4.691898e-05 6.942291e-06 8.507898e-07 8.627339e-08 7.233812e-09
[12,] 1.816248e-04 3.152686e-05 4.556557e-06 5.472204e-07 5.452418e-08
[13,] 6.464195e-04 1.279298e-04 2.123649e-05 2.949838e-06 3.421253e-07
[14,] 2.384364e-03 5.292500e-04 9.867364e-05 1.544125e-05 2.026582e-06
[15,] 8.942168e-03 2.271643e-03 4.819757e-04 8.541564e-05 1.264840e-05
[16,] 3.009277e-02 8.990433e-03 2.233362e-03 4.611211e-04 7.912781e-05
[17,] 8.313729e-02 2.958072e-02 8.738270e-03 2.141271e-03 4.350278e-04
[18,] 1.827871e-01 7.761072e-02 2.736403e-02 8.002621e-03 1.939660e-03
[19,] 3.193731e-01 1.613167e-01 6.774467e-02 2.362085e-02 6.831077e-03
[20,] 4.479004e-01 2.675528e-01 1.331686e-01 5.513327e-02 1.896189e-02
[21,] 5.107828e-01 3.580171e-01 2.098387e-01 1.025752e-01 4.174743e-02
[22,] 4.801386e-01 3.905035e-01 2.674898e-01 1.534321e-01 7.348679e-02
[23,] 3.799706e-01 3.507452e-01 2.776961e-01 1.856418e-01 1.040730e-01
[24,] 2.659951e-01 2.649063e-01 2.366210e-01 1.823169e-01 1.189249e-01
[25,] 1.800818e-01 1.775871e-01 1.693069e-01 1.463533e-01 1.097897e-01
[26,] 1.253140e-01 1.155610e-01 1.080097e-01 9.861309e-02 8.252310e-02
[27,] 8.527599e-02 7.640154e-02 6.712204e-02 5.959133e-02 5.212231e-02
[28,] 5.355905e-02 4.847682e-02 4.189050e-02 3.518927e-02 2.973652e-02
[29,] 3.613476e-02 2.880521e-02 2.476887e-02 2.063374e-02 1.661901e-02
[30,] 3.792008e-02 2.055998e-02 1.425113e-02 1.141377e-02 9.129075e-03
[31,] 5.703740e-02 2.505514e-02 1.146633e-02 6.625094e-03 4.778763e-03
[32,] 8.573287e-02 3.972136e-02 1.617872e-02 6.380635e-03 2.982901e-03
[33,] 1.122847e-01 5.856442e-02 2.611581e-02 1.005919e-02 3.540610e-03
[34,] 1.265257e-01 7.382553e-02 3.716141e-02 1.601694e-02 5.915096e-03
[35,] 1.254840e-01 8.016868e-02 4.488957e-02 2.179112e-02 9.089393e-03
[36,] 1.132542e-01 7.756375e-02 4.734479e-02 2.541349e-02 1.187385e-02
[37,] 9.819844e-02 7.100995e-02 4.671059e-02 2.736931e-02 1.409186e-02
[38,] 8.919666e-02 6.895217e-02 4.971519e-02 3.237695e-02 1.860084e-02
[39,] 9.077948e-02 7.878300e-02 6.562091e-02 5.005018e-02 3.373719e-02
[40,] 1.038974e-01 1.014138e-01 9.896463e-02 8.993500e-02 7.248568e-02
[41,] 1.332698e-01 1.337848e-01 1.434914e-01 1.497623e-01 1.415142e-01
[42,] 1.887434e-01 1.777766e-01 1.892890e-01 2.113945e-01 2.254684e-01
[43,] 2.729390e-01 2.383025e-01 2.353955e-01 2.577135e-01 2.915472e-01
[44,] 3.688091e-01 3.073296e-01 2.835483e-01 2.888437e-01 3.203467e-01
[45,] 4.439412e-01 3.601829e-01 3.203597e-01 3.083660e-01 3.204650e-01
[46,] 4.656151e-01 3.743597e-01 3.242934e-01 3.048486e-01 3.028197e-01
[47,] 4.161906e-01 3.430425e-01 2.902797e-01 2.673017e-01 2.628495e-01
[48,] 3.081501e-01 2.727782e-01 2.314162e-01 2.062855e-01 2.006350e-01
[49,] 1.836323e-01 1.822535e-01 1.629963e-01 1.427107e-01 1.338994e-01
[50,] 8.602617e-02 9.868866e-02 9.795281e-02 8.866760e-02 8.029712e-02
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 4.911038e-26 4.406356e-28 3.262583e-30 1.993518e-32 1.005203e-34
 [2,] 6.844969e-24 7.394185e-26 6.591520e-28 4.849065e-30 2.943784e-32
 [3,] 7.201343e-22 9.366235e-24 1.005295e-25 8.904305e-28 6.508523e-30
 [4,] 5.728227e-20 8.970632e-22 1.159320e-23 1.236410e-25 1.088173e-27
 [5,] 3.450095e-18 6.505791e-20 1.012389e-21 1.300092e-23 1.377773e-25
 [6,] 1.575238e-16 3.576758e-18 6.702126e-20 1.036373e-21 1.322504e-23
 [7,] 5.456045e-15 1.491738e-16 3.365813e-18 6.267148e-20 9.630054e-22
 [8,] 1.434017e-13 4.720775e-15 1.282517e-16 2.875427e-18 5.320162e-20
 [9,] 2.860446e-12 1.133572e-13 3.707501e-15 1.000743e-16 2.229266e-18
[10,] 4.334353e-11 2.066466e-12 8.132631e-14 2.641831e-15 7.083128e-17
[11,] 5.012780e-10 2.869824e-11 1.357007e-12 5.298775e-14 1.708309e-15
[12,] 4.501989e-09 3.077607e-10 1.740641e-11 8.140597e-13 3.146770e-14
[13,] 3.306883e-08 2.659363e-09 1.776804e-10 9.850925e-12 4.527329e-13
[14,] 2.228641e-07 2.051295e-08 1.578272e-09 1.013712e-10 5.427779e-12
[15,] 1.565790e-06 1.621233e-07 1.404540e-08 1.018302e-09 6.177786e-11
[16,] 1.128784e-05 1.339277e-06 1.322502e-07 1.087757e-08 7.458464e-10
[17,] 7.325605e-05 1.022406e-05 1.182785e-06 1.134515e-07 9.026492e-09
[18,] 3.894114e-04 6.473019e-05 8.906528e-06 1.014273e-06 9.559483e-08
[19,] 1.637215e-03 3.249917e-04 5.340429e-05 7.262000e-06 8.169445e-07
[20,] 5.411937e-03 1.280725e-03 2.511220e-04 4.077449e-05 5.479772e-06
[21,] 1.412798e-02 3.971187e-03 9.262869e-04 1.791466e-04 2.870867e-05
[22,] 2.933752e-02 9.749511e-03 2.693999e-03 6.183465e-04 1.177873e-04
[23,] 4.877224e-02 1.907202e-02 6.215014e-03 1.685854e-03 3.802599e-04
[24,] 6.514093e-02 2.985454e-02 1.142720e-02 3.648389e-03 9.705790e-04
[25,] 6.991555e-02 3.743192e-02 1.677974e-02 6.285973e-03 1.965626e-03
[26,] 6.031579e-02 3.753101e-02 1.965596e-02 8.623438e-03 3.162764e-03
[27,] 4.223753e-02 3.009988e-02 1.831893e-02 9.394516e-03 4.037141e-03
[28,] 2.492386e-02 1.955980e-02 1.359869e-02 8.102541e-03 4.073095e-03
[29,] 1.339282e-02 1.075855e-02 8.175637e-03 5.547382e-03 3.238632e-03
[30,] 7.061209e-03 5.435833e-03 4.185473e-03 3.078819e-03 2.039170e-03
[31,] 3.632151e-03 2.697157e-03 1.986042e-03 1.465821e-03 1.043192e-03
[32,] 1.844243e-03 1.304046e-03 9.261339e-04 6.526833e-04 4.617337e-04
[33,] 1.342401e-03 6.726568e-04 4.258096e-04 2.862160e-04 1.928570e-04
[34,] 1.923722e-03 6.135923e-04 2.402976e-04 1.284632e-04 7.989092e-05
[35,] 3.242729e-03 9.991902e-04 2.820074e-04 8.711245e-05 3.682731e-05
[36,] 4.786027e-03 1.652664e-03 4.889879e-04 1.273134e-04 3.258493e-05
[37,] 6.317624e-03 2.447504e-03 8.137766e-04 2.313225e-04 5.671102e-05
[38,] 9.292943e-03 4.004008e-03 1.479719e-03 4.669702e-04 1.254291e-04
[39,] 1.966335e-02 9.788635e-03 4.133368e-03 1.474244e-03 4.428582e-04
[40,] 5.042661e-02 2.985480e-02 1.492705e-02 6.273110e-03 2.208466e-03
[41,] 1.163450e-01 8.164998e-02 4.845933e-02 2.419495e-02 1.012565e-02
[42,] 2.149772e-01 1.770872e-01 1.240656e-01 7.336493e-02 3.645574e-02
[43,] 3.120971e-01 2.972038e-01 2.439257e-01 1.700650e-01 1.000175e-01
[44,] 3.634544e-01 3.882916e-01 3.682018e-01 3.006215e-01 2.084021e-01
[45,] 3.576624e-01 4.055436e-01 4.316389e-01 4.072340e-01 3.306164e-01
[46,] 3.188543e-01 3.569443e-01 4.039300e-01 4.280729e-01 4.017241e-01
[47,] 2.671343e-01 2.836890e-01 3.179528e-01 3.588661e-01 3.785976e-01
[48,] 2.044206e-01 2.111440e-01 2.254335e-01 2.526642e-01 2.843297e-01
[49,] 1.365382e-01 1.429504e-01 1.493055e-01 1.599073e-01 1.790841e-01
[50,] 7.911116e-02 8.393840e-02 8.968454e-02 9.436170e-02 1.012151e-01
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 4.182763e-37 1.436311e-39 4.070144e-42 9.518022e-45 1.836790e-47
 [2,] 1.474791e-34 6.097209e-37 2.080215e-39 5.856819e-42 1.360792e-44
 [3,] 3.925924e-32 1.954241e-34 8.027704e-37 2.721332e-39 7.612876e-42
 [4,] 7.903344e-30 4.736977e-32 2.342982e-34 9.563442e-37 3.221342e-39
 [5,] 1.204922e-27 8.695978e-30 5.179115e-32 2.545485e-34 1.032436e-36
 [6,] 1.392696e-25 1.210303e-27 8.679804e-30 5.136935e-32 2.508859e-34
 [7,] 1.221145e-23 1.277864e-25 1.103523e-27 7.864237e-30 4.624986e-32
 [8,] 8.123261e-22 1.023571e-23 1.064354e-25 9.133446e-28 6.467893e-30
 [9,] 4.098224e-20 6.217562e-22 7.784526e-24 8.043213e-26 6.858207e-28
[10,] 1.567389e-18 2.862514e-20 4.314479e-22 5.366759e-24 5.509256e-26
[11,] 4.546818e-17 9.989894e-19 1.811745e-20 2.712024e-22 3.350675e-24
[12,] 1.005059e-15 2.651686e-17 5.777860e-19 1.039575e-20 1.544304e-22
[13,] 1.723322e-14 5.429319e-16 1.414914e-17 3.048724e-19 5.429324e-21
[14,] 2.419451e-13 8.966908e-15 2.759895e-16 7.047160e-18 1.491468e-19
[15,] 3.135019e-12 1.329892e-13 4.711727e-15 1.392754e-16 3.430846e-18
[16,] 4.266994e-11 2.038405e-12 8.136420e-14 2.714769e-15 7.572836e-17
[17,] 5.960404e-10 3.268722e-11 1.489958e-12 5.649967e-14 1.784025e-15
[18,] 7.457250e-09 4.815724e-10 2.575145e-11 1.140665e-12 4.187342e-14
[19,] 7.601532e-08 5.849643e-09 3.722680e-10 1.959218e-11 8.527921e-13
[20,] 6.093152e-07 5.603970e-08 4.262101e-09 2.680078e-10 1.393200e-11
[21,] 3.809867e-06 4.184946e-07 3.803491e-08 2.859203e-09 1.777312e-10
[22,] 1.860612e-05 2.435605e-06 2.640580e-07 2.369833e-08 1.759876e-09
[23,] 7.125374e-05 1.108209e-05 1.429497e-06 1.528248e-07 1.353305e-08
[24,] 2.149264e-04 3.957795e-05 6.055069e-06 7.689764e-07 8.100231e-08
[25,] 5.125747e-04 1.113623e-04 2.013890e-05 3.028612e-06 3.784156e-07
[26,] 9.687045e-04 2.475743e-04 5.275522e-05 9.364906e-06 1.383669e-06
[27,] 1.450543e-03 4.353231e-04 1.090536e-04 2.279007e-05 3.970301e-06
[28,] 1.716189e-03 6.045649e-04 1.778830e-04 4.369457e-05 8.956450e-06
[29,] 1.597493e-03 6.606414e-04 2.283813e-04 6.592917e-05 1.588763e-05
[30,] 1.167259e-03 5.654912e-04 2.297617e-04 7.801939e-05 2.211573e-05
[31,] 6.743819e-04 3.786805e-04 1.803312e-04 7.205467e-05 2.405651e-05
[32,] 3.177042e-04 2.004062e-04 1.104241e-04 5.172520e-05 2.034301e-05
[33,] 1.307410e-04 8.690325e-05 5.346313e-05 2.890970e-05 1.332800e-05
[34,] 5.124670e-05 3.326411e-05 2.133876e-05 1.279427e-05 6.789117e-06
[35,] 2.030686e-05 1.226184e-05 7.603982e-06 4.701814e-06 2.745064e-06
[36,] 1.045896e-05 4.782527e-06 2.651549e-06 1.562354e-06 9.294901e-07
[37,] 1.268216e-05 3.108179e-06 1.082633e-06 5.232279e-07 2.889832e-07
[38,] 2.871454e-05 5.724357e-06 1.095186e-06 2.617297e-07 9.749482e-08
[39,] 1.118203e-04 2.371826e-05 4.245030e-06 6.586224e-07 1.000232e-07
[40,] 6.496483e-04 1.593539e-04 3.254568e-05 5.531228e-06 7.842601e-07
[41,] 3.541781e-03 1.032935e-03 2.506657e-04 5.053181e-05 8.451267e-06
[42,] 1.517293e-02 5.274966e-03 1.528267e-03 3.682467e-04 7.367393e-05
[43,] 4.941041e-02 2.043987e-02 7.061540e-03 2.032721e-03 4.865774e-04
[44,] 1.218357e-01 5.982112e-02 2.459201e-02 8.442042e-03 2.414443e-03
[45,] 2.278417e-01 1.323919e-01 6.460178e-02 2.639018e-02 9.001496e-03
[46,] 3.242669e-01 2.221320e-01 1.282862e-01 6.220943e-02 2.525258e-02
[47,] 3.533771e-01 2.835903e-01 1.931040e-01 1.108398e-01 5.341480e-02
[48,] 2.985762e-01 2.771729e-01 2.211442e-01 1.496799e-01 8.538875e-02
[49,] 2.008834e-01 2.099601e-01 1.938467e-01 1.537628e-01 1.034487e-01
[50,] 1.132035e-01 1.265569e-01 1.316492e-01 1.208815e-01 9.532745e-02

> 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  
    53.3576       0.3149  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1zh0s1226313675.ps tmp/1zh0s1226313675.png")
> system("convert tmp/28s0h1226313675.ps tmp/28s0h1226313675.png")
> system("convert tmp/35bes1226313675.ps tmp/35bes1226313675.png")
> system("convert tmp/4vyzz1226313675.ps tmp/4vyzz1226313675.png")
> system("convert tmp/507xm1226313675.ps tmp/507xm1226313675.png")
> system("convert tmp/65fzy1226313675.ps tmp/65fzy1226313675.png")
> system("convert tmp/7dfco1226313675.ps tmp/7dfco1226313675.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.291   1.330   2.854