R version 2.7.2 (2008-08-25)
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(105.5,106.4,117.9,89.7,88.5,106.4,61.4,92.3,95.5,92.5,89.6,84.3,76.3,80.7,96.3,81,82.9,90.3,74.8,70.1,86.7,86.4,89.9,88.1,78.8,81.1,85.4,82.6,80.3,81.2,68,67.4,91.3,94.9,82.8,88.6,73.1,76.7,93.2,84.9,83.8,93.5,91.9,69.6,87,90.2,82.7,91.4,74.6,76.1,87.1,78.4,81.3,99.3,71,73.2,95.6,84,90.8,93.6,80.9,84.4,97.3,83.5,88.8,100.7,69.4,74.6,96.6,96.6,93.1,91.8,85.7,79.1,91.3,84.2,85.8,94.6,77.1,76.5,89.7,103.6,100,96.6)
> y <- c(93.5,94.7,112.9,99.2,105.6,113,83.1,81.1,96.9,104.3,97.7,102.6,89.9,96,112.7,107.1,106.2,121,101.2,83.2,105.1,113.3,99.1,100.3,93.5,98.8,106.2,98.3,102.1,117.1,101.5,80.5,105.9,109.5,97.2,114.5,93.5,100.9,121.1,116.5,109.3,118.1,108.3,105.4,116.2,111.2,105.8,122.7,99.5,107.9,124.6,115,110.3,132.7,99.7,96.5,118.7,112.9,130.5,137.9,115,116.8,140.9,120.7,134.2,147.3,112.4,107.1,128.4,137.7,135,151,137.4,132.4,161.3,139.8,146,166.5,143.3,121,152.6,154.4,154.6,158)
> x <- c(97.3,101,113.2,101,105.7,113.9,86.4,96.5,103.3,114.9,105.8,94.2,98.4,99.4,108.8,112.6,104.4,112.2,81.1,97.1,112.6,113.8,107.8,103.2,103.3,101.2,107.7,110.4,101.9,115.9,89.9,88.6,117.2,123.9,100,103.6,94.1,98.7,119.5,112.7,104.4,124.7,89.1,97,121.6,118.8,114,111.5,97.2,102.5,113.4,109.8,104.9,126.1,80,96.8,117.2,112.3,117.3,111.1,102.2,104.3,122.9,107.6,121.3,131.5,89,104.4,128.9,135.9,133.3,121.3,120.5,120.4,137.9,126.1,133.2,151.1,105,119,140.4,156.6,137.1,122.7)
> par7 = 'Elektrische en elektronische apparaten '
> par6 = 'Machines, apparaten en werktuigen '
> par5 = ' Producten van 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/freestat/rcomp/tmp/1asnt1226238310.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/2psbp1226238310.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/379kp1226238310.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/4zb7v1226238310.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/html/freestat/rcomp/tmp/5yu5c1226238310.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  
     -6.722        1.099  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/67xgs1226238310.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]  70.80177  72.95271  75.10366  77.25461  79.40556  81.55651  83.70746
 [8]  85.85840  88.00935  90.16030  92.31125  94.46220  96.61315  98.76409
[15] 100.91504 103.06599 105.21694 107.36789 109.51884 111.66978 113.82073
[22] 115.97168 118.12263 120.27358 122.42453 124.57547 126.72642 128.87737
[29] 131.02832 133.17927 135.33022 137.48116 139.63211 141.78306 143.93401
[36] 146.08496 148.23591 150.38685 152.53780 154.68875 156.83970 158.99065
[43] 161.14160 163.29254 165.44349 167.59444 169.74539 171.89634 174.04729
[50] 176.19823

$yords
 [1]  54.76237  56.18635  57.61034  59.03432  60.45831  61.88229  63.30628
 [8]  64.73026  66.15425  67.57823  69.00222  70.42620  71.85019  73.27417
[15]  74.69816  76.12214  77.54613  78.97011  80.39410  81.81808  83.24207
[22]  84.66605  86.09004  87.51402  88.93801  90.36199  91.78598  93.20996
[29]  94.63395  96.05793  97.48192  98.90590 100.32989 101.75387 103.17786
[36] 104.60184 106.02583 107.44981 108.87380 110.29778 111.72177 113.14575
[43] 114.56974 115.99372 117.41771 118.84169 120.26568 121.68966 123.11365
[50] 124.53763

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.176629e-03 2.979854e-03 3.845491e-03 4.782983e-03 5.799100e-03
 [2,] 3.256109e-03 4.575521e-03 5.977147e-03 7.436765e-03 8.989711e-03
 [3,] 4.310202e-03 6.264526e-03 8.358161e-03 1.047543e-02 1.263995e-02
 [4,] 5.031679e-03 7.611543e-03 1.046012e-02 1.332288e-02 1.613274e-02
 [5,] 5.169185e-03 8.179044e-03 1.166303e-02 1.523668e-02 1.867267e-02
 [6,] 4.670833e-03 7.761128e-03 1.155582e-02 1.562222e-02 1.957539e-02
 [7,] 3.719963e-03 6.514322e-03 1.018483e-02 1.436858e-02 1.861627e-02
 [8,] 2.630706e-03 4.874725e-03 8.050354e-03 1.195563e-02 1.621187e-02
 [9,] 1.683324e-03 3.319631e-03 5.834725e-03 9.214728e-03 1.325472e-02
[10,] 1.015262e-03 2.148932e-03 4.059722e-03 6.896990e-03 1.066446e-02
[11,] 6.189821e-04 1.418405e-03 2.904601e-03 5.349805e-03 8.950342e-03
[12,] 4.104947e-04 1.018482e-03 2.256707e-03 4.487611e-03 8.068548e-03
[13,] 3.012086e-04 7.990685e-04 1.890033e-03 4.000053e-03 7.616002e-03
[14,] 2.335651e-04 6.518489e-04 1.620642e-03 3.598455e-03 7.163794e-03
[15,] 1.817444e-04 5.272391e-04 1.362546e-03 3.142566e-03 6.487387e-03
[16,] 1.379132e-04 4.131770e-04 1.102644e-03 2.625249e-03 5.589257e-03
[17,] 1.005215e-04 3.105721e-04 8.540272e-04 2.093333e-03 4.583296e-03
[18,] 6.932965e-05 2.215066e-04 6.288542e-04 1.588752e-03 3.579121e-03
[19,] 4.443678e-05 1.475502e-04 4.345071e-04 1.136355e-03 2.644211e-03
[20,] 2.599482e-05 9.017560e-05 2.769605e-04 7.540505e-04 1.822868e-03
[21,] 1.367519e-05 4.977733e-05 1.602279e-04 4.565845e-04 1.153534e-03
[22,] 6.403682e-06 2.453675e-05 8.308607e-05 2.488930e-04 6.605464e-04
[23,] 2.655229e-06 1.073312e-05 3.833717e-05 1.211344e-04 3.391217e-04
[24,] 9.785248e-07 4.176734e-06 1.576151e-05 5.265454e-05 1.560178e-04
[25,] 3.318854e-07 1.491432e-06 5.935356e-06 2.095408e-05 6.578414e-05
[26,] 1.199637e-07 5.583653e-07 2.309731e-06 8.511460e-06 2.803117e-05
[27,] 6.292587e-08 2.957288e-07 1.236767e-06 4.617595e-06 1.545849e-05
[28,] 5.008643e-08 2.402267e-07 1.020951e-06 3.854667e-06 1.297749e-05
[29,] 4.444855e-08 2.225492e-07 9.841410e-07 3.848794e-06 1.333859e-05
[30,] 3.669184e-08 1.935286e-07 9.002495e-07 3.695630e-06 1.340106e-05
[31,] 2.682552e-08 1.494419e-07 7.338046e-07 3.176838e-06 1.213139e-05
[32,] 1.718365e-08 1.011901e-07 5.250880e-07 2.401352e-06 9.680555e-06
[33,] 9.621432e-09 5.990797e-08 3.286627e-07 1.588786e-06 6.768198e-06
[34,] 4.706195e-09 3.098752e-08 1.797635e-07 9.188151e-07 4.137972e-06
[35,] 2.010639e-09 1.400053e-08 8.588987e-08 4.642308e-07 2.210703e-06
[36,] 7.502524e-10 5.524860e-09 3.584403e-08 2.048796e-07 1.031743e-06
[37,] 2.445007e-10 1.904153e-09 1.306480e-08 7.897434e-08 4.205848e-07
[38,] 6.959014e-11 5.731647e-10 4.159002e-09 2.658761e-08 1.497443e-07
[39,] 1.729851e-11 1.506785e-10 1.156302e-09 7.817555e-09 4.656395e-08
[40,] 3.755450e-12 3.459522e-11 2.807678e-10 2.007509e-09 1.264580e-08
[41,] 7.120446e-13 6.937020e-12 5.954095e-11 4.502332e-10 2.999422e-09
[42,] 1.179082e-13 1.214848e-12 1.102749e-11 8.818815e-11 6.213301e-10
[43,] 1.705190e-14 1.858072e-13 1.783731e-12 1.508605e-11 1.124090e-10
[44,] 2.153740e-15 2.481961e-14 2.519848e-13 2.253896e-12 1.776129e-11
[45,] 2.375775e-16 2.895473e-15 3.108938e-14 2.940941e-13 2.451009e-12
[46,] 2.288808e-17 2.950099e-16 3.349987e-15 3.351462e-14 2.954039e-13
[47,] 1.925776e-18 2.625104e-17 3.152602e-16 3.335657e-15 3.109536e-14
[48,] 1.415128e-19 2.040101e-18 2.591155e-17 2.899573e-16 2.858888e-15
[49,] 9.081916e-21 1.384686e-19 1.860023e-18 2.201409e-17 2.295844e-16
[50,] 5.090432e-22 8.208260e-21 1.166149e-19 1.459829e-18 1.610559e-17
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 6.812830e-03 7.609147e-03 7.906192e-03 7.513186e-03 6.462055e-03
 [2,] 1.061224e-02 1.208463e-02 1.299211e-02 1.292107e-02 1.172262e-02
 [3,] 1.491579e-02 1.717852e-02 1.897350e-02 1.965708e-02 1.876960e-02
 [4,] 1.900981e-02 2.200533e-02 2.478848e-02 2.660951e-02 2.666594e-02
 [5,] 2.205252e-02 2.559470e-02 2.923481e-02 3.234089e-02 3.390479e-02
 [6,] 2.336313e-02 2.726648e-02 3.151045e-02 3.577989e-02 3.912067e-02
 [7,] 2.272434e-02 2.691083e-02 3.158060e-02 3.678760e-02 4.186255e-02
 [8,] 2.054420e-02 2.505224e-02 3.016583e-02 3.620202e-02 4.284879e-02
 [9,] 1.773051e-02 2.266066e-02 2.839939e-02 3.535971e-02 4.350123e-02
[10,] 1.527908e-02 2.075463e-02 2.734739e-02 3.543690e-02 4.511262e-02
[11,] 1.379581e-02 1.994928e-02 2.758015e-02 3.696223e-02 4.820021e-02
[12,] 1.325684e-02 2.018548e-02 2.894282e-02 3.964794e-02 5.233670e-02
[13,] 1.314971e-02 2.081714e-02 3.063554e-02 4.253223e-02 5.639391e-02
[14,] 1.286375e-02 2.101640e-02 3.160742e-02 4.437734e-02 5.900129e-02
[15,] 1.204139e-02 2.023345e-02 3.107972e-02 4.420102e-02 5.906301e-02
[16,] 1.067951e-02 1.841428e-02 2.888702e-02 4.169785e-02 5.618076e-02
[17,] 8.991734e-03 1.588092e-02 2.542923e-02 3.729335e-02 5.078078e-02
[18,] 7.210254e-03 1.304394e-02 2.132531e-02 3.180266e-02 4.383423e-02
[19,] 5.488797e-03 1.020274e-02 1.708078e-02 2.597744e-02 3.634555e-02
[20,] 3.921928e-03 7.535745e-03 1.299824e-02 2.028609e-02 2.898670e-02
[21,] 2.589377e-03 5.180607e-03 9.281887e-03 1.499945e-02 2.210003e-02
[22,] 1.556361e-03 3.265565e-03 6.129167e-03 1.035943e-02 1.592302e-02
[23,] 8.430725e-04 1.867223e-03 3.701207e-03 6.608753e-03 1.072579e-02
[24,] 4.111209e-04 9.669811e-04 2.040213e-03 3.886563e-03 6.739825e-03
[25,] 1.842636e-04 4.624974e-04 1.045907e-03 2.144725e-03 4.015877e-03
[26,] 8.284956e-05 2.208899e-04 5.343253e-04 1.179517e-03 2.388084e-03
[27,] 4.666220e-05 1.278464e-04 3.201794e-04 7.375849e-04 1.569521e-03
[28,] 3.916604e-05 1.067105e-04 2.647589e-04 6.038291e-04 1.276456e-03
[29,] 4.109191e-05 1.130462e-04 2.795404e-04 6.267716e-04 1.287739e-03
[30,] 4.299081e-05 1.223005e-04 3.096583e-04 7.016390e-04 1.433927e-03
[31,] 4.089233e-05 1.218127e-04 3.212691e-04 7.524076e-04 1.572006e-03
[32,] 3.441253e-05 1.079322e-04 2.989560e-04 7.324044e-04 1.591037e-03
[33,] 2.541250e-05 8.412227e-05 2.456233e-04 6.330989e-04 1.442493e-03
[34,] 1.642167e-05 5.743555e-05 1.770869e-04 4.815299e-04 1.155648e-03
[35,] 9.275799e-06 3.429503e-05 1.117456e-04 3.209645e-04 8.130351e-04
[36,] 4.577693e-06 1.789551e-05 6.164529e-05 1.871461e-04 5.008555e-04
[37,] 1.973389e-06 8.157849e-06 2.971433e-05 9.537364e-05 2.698049e-04
[38,] 7.430318e-07 3.248322e-06 1.251186e-05 4.246481e-05 1.270125e-04
[39,] 2.443497e-07 1.129702e-06 4.601705e-06 1.651595e-05 5.223644e-05
[40,] 7.018060e-08 3.431433e-07 1.478201e-06 5.610684e-06 1.876611e-05
[41,] 1.760432e-08 9.103079e-08 4.147222e-07 1.664763e-06 5.888837e-06
[42,] 3.856710e-09 2.109118e-08 1.016223e-07 4.314331e-07 1.614155e-06
[43,] 7.379230e-10 4.267906e-09 2.174870e-08 9.765896e-08 3.865026e-07
[44,] 1.233115e-10 7.542855e-10 4.065398e-09 1.930977e-08 8.085695e-08
[45,] 1.799698e-11 1.164326e-10 6.637780e-10 3.335526e-09 1.478309e-08
[46,] 2.294077e-12 1.569825e-11 9.467560e-11 5.034721e-10 2.363336e-09
[47,] 2.554142e-13 1.848854e-12 1.179863e-11 6.643501e-11 3.306862e-10
[48,] 2.483941e-14 1.902376e-13 1.285152e-12 7.669534e-12 4.056905e-11
[49,] 2.110320e-15 1.710616e-14 1.224279e-13 7.757221e-13 4.377449e-12
[50,] 1.566630e-16 1.344916e-15 1.021203e-14 6.891699e-14 4.177356e-13
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.006749e-03 3.493459e-03 2.202698e-03 1.264358e-03 6.709524e-04
 [2,] 9.633983e-03 7.162983e-03 4.834853e-03 2.985476e-03 1.708266e-03
 [3,] 1.635472e-02 1.296913e-02 9.390006e-03 6.257749e-03 3.885563e-03
 [4,] 2.461809e-02 2.083959e-02 1.621832e-02 1.169928e-02 7.914894e-03
 [5,] 3.313114e-02 2.995884e-02 2.510454e-02 1.964566e-02 1.451307e-02
 [6,] 4.040662e-02 3.902570e-02 3.523029e-02 2.992109e-02 2.412877e-02
 [7,] 4.560787e-02 4.695843e-02 4.556817e-02 4.187575e-02 3.671037e-02
 [8,] 4.906706e-02 5.357024e-02 5.549874e-02 5.473381e-02 5.168529e-02
 [9,] 5.202719e-02 5.963261e-02 6.514333e-02 6.799481e-02 6.818172e-02
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[40,] 3.630359e-06 7.689094e-07 1.438645e-07 2.378070e-08
[41,] 6.007893e-06 1.346135e-06 2.662757e-07 4.648700e-08
[42,] 8.890519e-06 2.108963e-06 4.416028e-07 8.159285e-08
[43,] 1.165513e-05 2.926279e-06 6.485916e-07 1.268485e-07
[44,] 1.347323e-05 3.578494e-06 8.392167e-07 1.736827e-07
[45,] 1.369720e-05 3.846416e-06 9.540145e-07 2.088558e-07
[46,] 1.222548e-05 3.627976e-06 9.512754e-07 2.202192e-07
[47,] 9.569710e-06 2.999546e-06 8.311320e-07 2.033939e-07
[48,] 6.565009e-06 2.172326e-06 6.358337e-07 1.644370e-07
[49,] 3.945724e-06 1.377501e-06 4.257295e-07 1.163175e-07
[50,] 2.077618e-06 7.646800e-07 2.494212e-07 7.197045e-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  
    61.2446       0.2188  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7dau81226238310.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]  70.84866  72.78544  74.72223  76.65902  78.59581  80.53260  82.46939
 [8]  84.40618  86.34297  88.27976  90.21655  92.15334  94.09013  96.02692
[15]  97.96371  99.90050 101.83729 103.77408 105.71087 107.64766 109.58445
[22] 111.52124 113.45803 115.39482 117.33161 119.26839 121.20518 123.14197
[29] 125.07876 127.01555 128.95234 130.88913 132.82592 134.76271 136.69950
[36] 138.63629 140.57308 142.50987 144.44666 146.38345 148.32024 150.25703
[43] 152.19382 154.13061 156.06740 158.00419 159.94098 161.87777 163.81456
[50] 165.75134

$yords
 [1]  54.76237  56.18635  57.61034  59.03432  60.45831  61.88229  63.30628
 [8]  64.73026  66.15425  67.57823  69.00222  70.42620  71.85019  73.27417
[15]  74.69816  76.12214  77.54613  78.97011  80.39410  81.81808  83.24207
[22]  84.66605  86.09004  87.51402  88.93801  90.36199  91.78598  93.20996
[29]  94.63395  96.05793  97.48192  98.90590 100.32989 101.75387 103.17786
[36] 104.60184 106.02583 107.44981 108.87380 110.29778 111.72177 113.14575
[43] 114.56974 115.99372 117.41771 118.84169 120.26568 121.68966 123.11365
[50] 124.53763

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 8.963417e-04 1.019628e-03 1.156238e-03 1.419414e-03 1.970021e-03
 [2,] 1.766328e-03 2.092115e-03 2.349928e-03 2.654034e-03 3.208655e-03
 [3,] 3.034624e-03 3.816941e-03 4.436702e-03 4.953150e-03 5.561541e-03
 [4,] 4.518597e-03 6.090939e-03 7.479641e-03 8.609400e-03 9.584139e-03
 [5,] 5.817064e-03 8.445356e-03 1.106661e-02 1.340565e-02 1.538320e-02
 [6,] 6.467382e-03 1.014706e-02 1.427085e-02 1.838213e-02 2.216752e-02
 [7,] 6.206666e-03 1.055258e-02 1.599629e-02 2.205049e-02 2.822813e-02
 [8,] 5.140708e-03 9.495189e-03 1.557161e-02 2.308958e-02 3.159002e-02
 [9,] 3.675108e-03 7.392849e-03 1.316436e-02 2.110131e-02 3.103919e-02
[10,] 2.268653e-03 4.983127e-03 9.671742e-03 1.684554e-02 2.680755e-02
[11,] 1.210099e-03 2.910618e-03 6.182914e-03 1.176694e-02 2.039635e-02
[12,] 5.583397e-04 1.475342e-03 3.445706e-03 7.208610e-03 1.370944e-02
[13,] 2.231954e-04 6.503129e-04 1.678282e-03 3.884280e-03 8.165874e-03
[14,] 7.748426e-05 2.500119e-04 7.168642e-04 1.847454e-03 4.324023e-03
[15,] 2.346156e-05 8.424898e-05 2.699442e-04 7.794129e-04 2.043315e-03
[16,] 6.265395e-06 2.517888e-05 9.064898e-05 2.946318e-04 8.683742e-04
[17,] 1.532601e-06 6.929119e-06 2.811052e-05 1.028543e-04 3.400167e-04
[18,] 3.888960e-07 1.975542e-06 8.953296e-06 3.633158e-05 1.322214e-04
[19,] 1.300944e-07 7.282389e-07 3.582363e-06 1.554994e-05 5.981378e-05
[20,] 6.098421e-08 3.692277e-07 1.937129e-06 8.835848e-06 3.519425e-05
[21,] 3.173630e-08 2.080621e-07 1.174058e-06 5.712576e-06 2.402903e-05
[22,] 1.538286e-08 1.097414e-07 6.722181e-07 3.539031e-06 1.603589e-05
[23,] 6.544542e-09 5.093062e-08 3.400297e-07 1.948832e-06 9.596792e-06
[24,] 2.406080e-09 2.044462e-08 1.489847e-07 9.315805e-07 5.001460e-06
[25,] 7.614279e-10 7.066633e-09 5.623675e-08 3.839262e-07 2.249766e-06
[26,] 2.072068e-10 2.100686e-09 1.825997e-08 1.361459e-07 8.711610e-07
[27,] 4.847609e-11 5.368968e-10 5.098093e-09 4.151992e-08 2.901709e-07
[28,] 9.749492e-12 1.179724e-10 1.223815e-09 1.088847e-08 8.312860e-08
[29,] 1.685711e-12 2.228711e-11 2.526156e-10 2.455763e-09 2.048611e-08
[30,] 2.505954e-13 3.620526e-12 4.484643e-11 4.764762e-10 4.344718e-09
[31,] 3.203537e-14 5.058796e-13 6.849865e-12 7.957291e-11 7.935823e-10
[32,] 3.522826e-15 6.082466e-14 9.007630e-13 1.144915e-11 1.250101e-10
[33,] 3.334274e-16 6.298283e-15 1.020993e-13 1.421664e-12 1.702419e-11
[34,] 2.718902e-17 5.624730e-16 9.995898e-15 1.528020e-13 2.012749e-12
[35,] 1.913575e-18 4.343507e-17 8.484305e-16 1.429061e-14 2.081131e-13
[36,] 1.166186e-19 2.913823e-18 6.284563e-17 1.173694e-15 1.905506e-14
[37,] 6.190897e-21 1.712535e-19 4.110381e-18 8.599401e-17 1.576539e-15
[38,] 2.894806e-22 8.953715e-21 2.422362e-19 5.766172e-18 1.214636e-16
[39,] 1.217124e-23 4.278313e-22 1.329705e-20 3.674294e-19 9.057760e-18
[40,] 4.776717e-25 1.953233e-23 7.134656e-22 2.331343e-20 6.801070e-19
[41,] 1.859176e-26 9.061423e-25 3.953750e-23 1.536794e-21 5.285459e-20
[42,] 7.721039e-28 4.523644e-26 2.348249e-24 1.071759e-22 4.271767e-21
[43,] 3.562338e-29 2.462660e-27 1.485398e-25 7.774631e-24 3.517240e-22
[44,] 1.771780e-30 1.401358e-28 9.566429e-27 5.622503e-25 2.840324e-23
[45,] 8.843564e-32 7.818528e-30 5.935535e-28 3.865795e-26 2.158766e-24
[46,] 4.155217e-33 4.056272e-31 3.393381e-29 2.432082e-27 1.493060e-25
[47,] 1.764362e-34 1.891192e-32 1.735953e-30 1.364419e-28 9.181950e-27
[48,] 6.617284e-36 7.768988e-34 7.808790e-32 6.719204e-30 4.949418e-28
[49,] 2.165227e-37 2.781175e-35 3.058015e-33 2.878234e-31 2.318896e-29
[50,] 6.139914e-39 8.623575e-37 1.036759e-34 1.066904e-32 9.397792e-31
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.965153e-03 4.456446e-03 6.276171e-03 8.011241e-03 9.138953e-03
 [2,] 4.267372e-03 6.032956e-03 8.486098e-03 1.123667e-02 1.356262e-02
 [3,] 6.558699e-03 8.278056e-03 1.093125e-02 1.435799e-02 1.786845e-02
 [4,] 1.064218e-02 1.212274e-02 1.440493e-02 1.768588e-02 2.164359e-02
 [5,] 1.706288e-02 1.859886e-02 2.029115e-02 2.256779e-02 2.567011e-02
 [6,] 2.543528e-02 2.799281e-02 2.972917e-02 3.088194e-02 3.205078e-02
 [7,] 3.409323e-02 3.907105e-02 4.241646e-02 4.364941e-02 4.308691e-02
 [8,] 4.053807e-02 4.911459e-02 5.598641e-02 5.965249e-02 5.938138e-02
 [9,] 4.260681e-02 5.502639e-02 6.670668e-02 7.527853e-02 7.856178e-02
[10,] 3.962041e-02 5.488831e-02 7.124236e-02 8.600990e-02 9.582541e-02
[11,] 3.268985e-02 4.889006e-02 6.829171e-02 8.862476e-02 1.061375e-01
[12,] 2.401340e-02 3.904538e-02 5.900696e-02 8.258955e-02 1.065767e-01
[13,] 1.575589e-02 2.805812e-02 4.614086e-02 6.990243e-02 9.733571e-02
[14,] 9.257463e-03 1.817945e-02 3.272084e-02 5.387931e-02 8.112347e-02
[15,] 4.881945e-03 1.062928e-02 2.104563e-02 3.783212e-02 6.178826e-02
[16,] 2.322091e-03 5.621048e-03 1.228215e-02 2.419155e-02 4.301524e-02
[17,] 1.014208e-03 2.721669e-03 6.553833e-03 1.415096e-02 2.744983e-02
[18,] 4.315262e-04 1.261816e-03 3.303402e-03 7.746401e-03 1.630621e-02
[19,] 2.047481e-04 6.262295e-04 1.717840e-03 4.241507e-03 9.459255e-03
[20,] 1.231142e-04 3.809452e-04 1.051540e-03 2.613698e-03 5.903914e-03
[21,] 8.770145e-05 2.792159e-04 7.812296e-04 1.940611e-03 4.335493e-03
[22,] 6.266203e-05 2.117862e-04 6.218505e-04 1.596772e-03 3.620848e-03
[23,] 4.065305e-05 1.483944e-04 4.679388e-04 1.279543e-03 3.051713e-03
[24,] 2.307521e-05 9.159519e-05 3.133167e-04 9.257608e-04 2.371066e-03
[25,] 1.132403e-05 4.900525e-05 1.825570e-04 5.864118e-04 1.628151e-03
[26,] 4.787035e-06 2.260838e-05 9.186933e-05 3.216468e-04 9.721101e-04
[27,] 1.741305e-06 8.979760e-06 3.983467e-05 1.522048e-04 5.017641e-04
[28,] 5.449338e-07 3.069696e-06 1.487466e-05 6.208171e-05 2.235474e-04
[29,] 1.467479e-07 9.034283e-07 4.785179e-06 2.183690e-05 8.600935e-05
[30,] 3.402633e-08 2.290976e-07 1.327753e-06 6.634374e-06 2.863875e-05
[31,] 6.800679e-09 5.013652e-08 3.184617e-07 1.746275e-06 8.287042e-06
[32,] 1.173898e-09 9.494941e-09 6.628152e-08 4.003454e-07 2.098898e-06
[33,] 1.756028e-10 1.563543e-09 1.204983e-08 8.065212e-08 4.707173e-07
[34,] 2.289920e-11 2.256991e-10 1.934365e-09 1.447937e-08 9.511046e-08
[35,] 2.629352e-12 2.894137e-11 2.788672e-10 2.364095e-09 1.771325e-08
[36,] 2.702076e-13 3.364299e-12 3.696955e-11 3.600719e-10 3.115895e-09
[37,] 2.546981e-14 3.644479e-13 4.635208e-12 5.246127e-11 5.276083e-10
[38,] 2.274577e-15 3.795439e-14 5.640368e-13 7.441720e-12 8.674129e-11
[39,] 1.993004e-16 3.904137e-15 6.775922e-14 1.035806e-12 1.386473e-11
[40,] 1.762813e-17 4.034377e-16 8.100284e-15 1.418766e-13 2.157829e-12
[41,] 1.597197e-18 4.214308e-17 9.660469e-16 1.916601e-14 3.282024e-13
[42,] 1.478935e-19 4.429923e-18 1.144782e-16 2.547297e-15 4.873976e-14
[43,] 1.371578e-20 4.601741e-19 1.326662e-17 3.283685e-16 6.973853e-15
[44,] 1.231941e-21 4.584321e-20 1.462885e-18 4.001699e-17 9.381559e-16
[45,] 1.033224e-22 4.237282e-21 1.488698e-19 4.480139e-18 1.154786e-16
[46,] 7.850109e-24 3.534503e-22 1.362726e-20 4.498728e-19 1.271619e-17
[47,] 5.290336e-25 2.609593e-23 1.102036e-21 3.984176e-20 1.233096e-18
[48,] 3.120973e-26 1.684668e-24 7.784434e-23 3.079066e-21 1.042536e-19
[49,] 1.599216e-27 9.440525e-26 4.770358e-24 2.063312e-22 7.639075e-21
[50,] 7.085705e-29 4.572889e-27 2.526113e-25 1.194438e-23 4.834224e-22
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 9.271037e-03 8.349109e-03 6.664904e-03 4.705484e-03 2.930890e-03
 [2,] 1.469590e-02 1.420150e-02 1.219870e-02 9.288202e-03 6.251598e-03
 [3,] 2.040538e-02 2.101935e-02 1.936275e-02 1.587181e-02 1.153501e-02
 [4,] 2.529924e-02 2.734348e-02 2.679600e-02 2.355223e-02 1.844960e-02
 [5,] 2.920249e-02 3.202865e-02 3.276665e-02 3.058203e-02 2.570493e-02
 [6,] 3.370357e-02 3.556766e-02 3.655994e-02 3.542322e-02 3.157713e-02
 [7,] 4.176295e-02 4.062750e-02 3.975110e-02 3.829464e-02 3.524327e-02
 [8,] 5.588410e-02 5.092578e-02 4.613242e-02 4.204622e-02 3.815529e-02
 [9,] 7.592135e-02 6.879523e-02 5.982757e-02 5.132964e-02 4.429098e-02
[10,] 9.820557e-02 9.300043e-02 8.250238e-02 7.011115e-02 5.862709e-02
[11,] 1.168575e-01 1.184645e-01 1.114670e-01 9.881434e-02 8.429038e-02
[12,] 1.264983e-01 1.383013e-01 1.401049e-01 1.329127e-01 1.198677e-01
[13,] 1.245568e-01 1.468964e-01 1.605945e-01 1.641670e-01 1.586892e-01
[14,] 1.119175e-01 1.421427e-01 1.673291e-01 1.840926e-01 1.910587e-01
[15,] 9.202523e-02 1.257786e-01 1.590314e-01 1.876533e-01 2.084918e-01
[16,] 6.936320e-02 1.021595e-01 1.386361e-01 1.749956e-01 2.073831e-01
[17,] 4.805895e-02 7.647172e-02 1.115394e-01 1.505450e-01 1.898600e-01
[18,] 3.093573e-02 5.319610e-02 8.349624e-02 1.206099e-01 1.618082e-01
[19,] 1.912116e-02 3.516376e-02 5.907649e-02 9.114139e-02 1.299860e-01
[20,] 1.221322e-02 2.325928e-02 4.089009e-02 6.645281e-02 1.000378e-01
[21,] 8.840108e-03 1.668204e-02 2.942698e-02 4.872777e-02 7.572226e-02
[22,] 7.351249e-03 1.360055e-02 2.337670e-02 3.794398e-02 5.867541e-02
[23,] 6.405244e-03 1.198985e-02 2.038906e-02 3.221149e-02 4.831389e-02
[24,] 5.292497e-03 1.038213e-02 1.812918e-02 2.870559e-02 4.220835e-02
[25,] 3.921043e-03 8.234531e-03 1.520473e-02 2.499729e-02 3.727312e-02
[26,] 2.542844e-03 5.778731e-03 1.147325e-02 2.007049e-02 3.133169e-02
[27,] 1.430387e-03 3.536906e-03 7.618653e-03 1.438452e-02 2.401993e-02
[28,] 6.959944e-04 1.878905e-03 4.414736e-03 9.074136e-03 1.642839e-02
[29,] 2.930573e-04 8.663133e-04 2.230073e-03 5.022391e-03 9.953684e-03
[30,] 1.070782e-04 3.478866e-04 9.859755e-04 2.449060e-03 5.359628e-03
[31,] 3.413970e-05 1.225486e-04 3.849551e-04 1.063150e-03 2.593684e-03
[32,] 9.587530e-06 3.832199e-05 1.346438e-04 4.176391e-04 1.147762e-03
[33,] 2.406374e-06 1.082455e-05 4.302075e-05 1.515184e-04 4.735730e-04
[34,] 5.507850e-07 2.822656e-06 1.283057e-05 5.174906e-05 1.849199e-04
[35,] 1.176853e-07 6.942418e-07 3.633194e-06 1.682186e-05 6.864425e-05
[36,] 2.395839e-08 1.633218e-07 9.832273e-07 5.203249e-06 2.409566e-05
[37,] 4.698021e-09 3.685792e-08 2.534728e-07 1.520883e-06 7.931950e-06
[38,] 8.882884e-10 7.949858e-09 6.190082e-08 4.178777e-07 2.439581e-06
[39,] 1.616801e-10 1.635861e-09 1.431729e-08 1.081583e-07 7.042097e-07
[40,] 2.840005e-11 3.226499e-10 3.158610e-09 2.661311e-08 1.928345e-07
[41,] 4.841720e-12 6.145142e-11 6.704167e-10 6.283058e-09 5.056213e-08
[42,] 8.011875e-13 1.130722e-11 1.369472e-10 1.422952e-09 1.268133e-08
[43,] 1.270324e-13 1.984084e-12 2.656524e-11 3.048647e-10 2.998355e-09
[44,] 1.884614e-14 3.243627e-13 4.782473e-12 6.040244e-11 6.534387e-10
[45,] 2.549179e-15 4.819084e-14 7.801340e-13 1.081434e-11 1.283628e-10
[46,] 3.077459e-16 6.376562e-15 1.131166e-13 1.717934e-12 2.233654e-11
[47,] 3.267088e-17 7.410164e-16 1.438764e-14 2.391362e-13 3.402421e-12
[48,] 3.021595e-18 7.496447e-17 1.591998e-15 2.894005e-14 4.503190e-13
[49,] 2.420877e-19 6.566949e-18 1.524784e-16 3.030467e-15 5.155408e-14
[50,] 1.674701e-20 4.965909e-19 1.260394e-17 2.738191e-16 5.091744e-15
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 1.612257e-03 7.984136e-04 3.883963e-04 2.330104e-04 2.028057e-04
 [2,] 3.717344e-03 1.974905e-03 9.941627e-04 5.699264e-04 4.659490e-04
 [3,] 7.419472e-03 4.250155e-03 2.253822e-03 1.269919e-03 9.670537e-04
 [4,] 1.283809e-02 7.958838e-03 4.508234e-03 2.573505e-03 1.840771e-03
 [5,] 1.932796e-02 1.300117e-02 7.952948e-03 4.732567e-03 3.260040e-03
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[35,] 6.695080e-02 6.686974e-02 6.311940e-02 5.543885e-02 4.477221e-02
[36,] 5.458532e-02 5.462443e-02 5.225433e-02 4.680604e-02 3.871437e-02
[37,] 4.318984e-02 4.281682e-02 4.136132e-02 3.780508e-02 3.205382e-02
[38,] 3.378603e-02 3.242420e-02 3.117081e-02 2.891644e-02 2.513386e-02
[39,] 2.746727e-02 2.486852e-02 2.310331e-02 2.129363e-02 1.875130e-02
[40,] 2.453717e-02 2.100709e-02 1.842159e-02 1.629931e-02 1.407706e-02
[41,] 2.421676e-02 2.052253e-02 1.740204e-02 1.470736e-02 1.211078e-02
[42,] 2.488789e-02 2.195916e-02 1.904703e-02 1.614808e-02 1.306386e-02
[43,] 2.473080e-02 2.329408e-02 2.142699e-02 1.910441e-02 1.605251e-02
[44,] 2.254545e-02 2.281759e-02 2.250286e-02 2.149543e-02 1.931460e-02
[45,] 1.830827e-02 1.991192e-02 2.106848e-02 2.163231e-02 2.095538e-02
[46,] 1.304136e-02 1.522873e-02 1.726138e-02 1.902923e-02 1.988585e-02
[47,] 8.083464e-03 1.013031e-02 1.228416e-02 1.451433e-02 1.634215e-02
[48,] 4.341050e-03 5.839335e-03 7.569710e-03 9.571477e-03 1.159341e-02
[49,] 2.014940e-03 2.910842e-03 4.033172e-03 5.451370e-03 7.092859e-03
[50,] 8.071974e-04 1.253394e-03 1.856631e-03 2.680454e-03 3.741360e-03
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.883754e-08 8.733369e-09 2.265115e-09 5.029969e-10 9.562465e-11
 [2,] 2.017162e-07 6.670996e-08 1.889651e-08 4.583225e-09 9.517344e-10
 [3,] 1.215518e-06 4.389003e-07 1.357627e-07 3.596110e-08 8.155952e-09
 [4,] 6.313234e-06 2.488432e-06 8.404133e-07 2.430796e-07 6.020574e-08
 [5,] 2.828067e-05 1.216556e-05 4.485066e-06 1.416307e-06 3.830364e-07
 [6,] 1.093458e-04 5.132117e-05 2.064939e-05 7.117867e-06 2.101690e-06
 [7,] 3.652338e-04 1.869755e-04 8.208457e-05 3.087969e-05 9.953429e-06
 [8,] 1.054948e-03 5.888672e-04 2.819964e-04 1.157540e-04 4.072610e-05
 [9,] 2.637959e-03 1.604979e-03 8.381531e-04 3.753316e-04 1.441350e-04
[10,] 5.717554e-03 3.790193e-03 2.157870e-03 1.054029e-03 4.418245e-04
[11,] 1.075521e-02 7.765148e-03 4.818575e-03 2.567158e-03 1.174877e-03
[12,] 1.758284e-02 1.382019e-02 9.345541e-03 5.430907e-03 2.714973e-03
[13,] 2.502001e-02 2.139732e-02 1.576541e-02 9.995638e-03 5.462878e-03
[14,] 3.105439e-02 2.886525e-02 2.316752e-02 1.603260e-02 9.591569e-03
[15,] 3.375067e-02 3.400732e-02 2.971139e-02 2.245257e-02 1.472923e-02
[16,] 3.241558e-02 3.515784e-02 3.335242e-02 2.752022e-02 1.983543e-02
[17,] 2.816108e-02 3.227854e-02 3.298723e-02 2.964746e-02 2.350641e-02
[18,] 2.335418e-02 2.713012e-02 2.922796e-02 2.833585e-02 2.465799e-02
[19,] 2.026942e-02 2.230994e-02 2.415728e-02 2.457749e-02 2.317725e-02
[20,] 1.983516e-02 1.977222e-02 2.014903e-02 2.034377e-02 2.005646e-02
[21,] 2.125993e-02 1.980022e-02 1.852767e-02 1.745411e-02 1.685062e-02
[22,] 2.271695e-02 2.105415e-02 1.893379e-02 1.656596e-02 1.478156e-02
[23,] 2.259359e-02 2.159787e-02 1.976332e-02 1.693660e-02 1.407476e-02
[24,] 2.048013e-02 2.018298e-02 1.933330e-02 1.707813e-02 1.396856e-02
[25,] 1.730676e-02 1.693816e-02 1.695494e-02 1.581730e-02 1.336657e-02
[26,] 1.468686e-02 1.310380e-02 1.321339e-02 1.300563e-02 1.163402e-02
[27,] 1.403364e-02 1.017822e-02 9.405880e-03 9.442574e-03 8.954869e-03
[28,] 1.597686e-02 9.155651e-03 6.707462e-03 6.223752e-03 6.069597e-03
[29,] 2.021592e-02 1.023915e-02 5.667459e-03 4.103905e-03 3.723611e-03
[30,] 2.568970e-02 1.295083e-02 6.190681e-03 3.271544e-03 2.288970e-03
[31,] 3.095528e-02 1.640271e-02 7.775563e-03 3.489588e-03 1.736811e-03
[32,] 3.469565e-02 1.960224e-02 9.765240e-03 4.337682e-03 1.816673e-03
[33,] 3.617661e-02 2.175281e-02 1.153737e-02 5.383120e-03 2.232492e-03
[34,] 3.540741e-02 2.246963e-02 1.264683e-02 6.270062e-03 2.730428e-03
[35,] 3.290759e-02 2.180387e-02 1.290656e-02 6.769978e-03 3.126122e-03
[36,] 2.927260e-02 2.006350e-02 1.236664e-02 6.801669e-03 3.313640e-03
[37,] 2.490147e-02 1.757939e-02 1.120345e-02 6.405375e-03 3.264335e-03
[38,] 2.009401e-02 1.461763e-02 9.611231e-03 5.683171e-03 3.007819e-03
[39,] 1.535135e-02 1.149178e-02 7.790869e-03 4.755830e-03 2.603380e-03
[40,] 1.150677e-02 8.712053e-03 6.025483e-03 3.772888e-03 2.126052e-03
[41,] 9.490063e-03 6.961736e-03 4.729979e-03 2.951141e-03 1.677634e-03
[42,] 9.853855e-03 6.846526e-03 4.373936e-03 2.576545e-03 1.402020e-03
[43,] 1.234614e-02 8.534978e-03 5.273514e-03 2.924402e-03 1.470699e-03
[44,] 1.579774e-02 1.148879e-02 7.339082e-03 4.105075e-03 2.017945e-03
[45,] 1.850293e-02 1.450333e-02 9.935283e-03 5.903782e-03 3.036887e-03
[46,] 1.901937e-02 1.618167e-02 1.203125e-02 7.743358e-03 4.295061e-03
[47,] 1.692929e-02 1.565555e-02 1.267354e-02 8.883844e-03 5.362702e-03
[48,] 1.299589e-02 1.306028e-02 1.151764e-02 8.805405e-03 5.799048e-03
[49,] 8.593714e-03 9.379300e-03 9.009221e-03 7.513571e-03 5.401778e-03
[50,] 4.893683e-03 5.796077e-03 6.061608e-03 5.513997e-03 4.327837e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.556314e-11 2.168498e-12 2.586937e-13 2.642667e-14 2.312327e-15
 [2,] 1.692043e-10 2.575602e-11 3.357137e-12 3.747880e-13 3.585272e-14
 [3,] 1.583821e-09 2.633690e-10 3.750879e-11 4.576956e-12 4.788559e-13
 [4,] 1.276945e-08 2.319605e-09 3.609928e-10 4.816021e-11 5.514097e-12
 [5,] 8.872493e-08 1.760675e-08 2.994726e-09 4.370146e-10 5.481117e-11
 [6,] 5.316461e-07 1.152614e-07 2.143374e-08 3.423894e-09 4.711483e-10
 [7,] 2.749608e-06 6.513962e-07 1.325080e-07 2.319979e-08 3.510984e-09
 [8,] 1.228700e-05 3.181986e-06 7.087369e-07 1.362645e-07 2.276120e-08
 [9,] 4.750156e-05 1.345639e-05 3.286642e-06 6.959337e-07 1.289701e-07
[10,] 1.591258e-04 4.936368e-05 1.325127e-05 3.103292e-06 6.425422e-07
[11,] 4.627720e-04 1.574806e-04 4.661818e-05 1.214501e-05 2.834494e-06
[12,] 1.171017e-03 4.382551e-04 1.437345e-04 4.197017e-05 1.115229e-05
[13,] 2.584989e-03 1.067814e-03 3.903900e-04 1.289005e-04 3.937644e-05
[14,] 4.992612e-03 2.287313e-03 9.391462e-04 3.538788e-04 1.251966e-04
[15,] 8.463647e-03 4.326158e-03 2.011234e-03 8.717928e-04 3.583476e-04
[16,] 1.263613e-02 7.254767e-03 3.848759e-03 1.928908e-03 9.197273e-04
[17,] 1.667442e-02 1.082401e-02 6.592128e-03 3.824139e-03 2.103159e-03
[18,] 1.952911e-02 1.440344e-02 1.009826e-02 6.760425e-03 4.253866e-03
[19,] 2.042745e-02 1.712448e-02 1.379765e-02 1.059241e-02 7.558335e-03
[20,] 1.931154e-02 1.823481e-02 1.675727e-02 1.462191e-02 1.173117e-02
[21,] 1.690968e-02 1.750121e-02 1.804821e-02 1.769805e-02 1.583775e-02
[22,] 1.433514e-02 1.537920e-02 1.726347e-02 1.873269e-02 1.854765e-02
[23,] 1.243866e-02 1.276306e-02 1.479900e-02 1.735082e-02 1.882051e-02
[24,] 1.135377e-02 1.044889e-02 1.161859e-02 1.415050e-02 1.656316e-02
[25,] 1.056338e-02 8.715290e-03 8.662518e-03 1.031898e-02 1.269799e-02
[26,] 9.412918e-03 7.338945e-03 6.381502e-03 6.923983e-03 8.569543e-03
[27,] 7.635529e-03 5.965719e-03 4.718810e-03 4.449913e-03 5.197443e-03
[28,] 5.486990e-03 4.463738e-03 3.421758e-03 2.834287e-03 2.930751e-03
[29,] 3.474244e-03 2.981719e-03 2.329979e-03 1.793457e-03 1.600859e-03
[30,] 1.991222e-03 1.762246e-03 1.436936e-03 1.092511e-03 8.692305e-04
[31,] 1.150152e-03 9.458247e-04 7.907213e-04 6.157531e-04 4.645555e-04
[32,] 8.400719e-04 5.171817e-04 3.979006e-04 3.139979e-04 2.358981e-04
[33,] 8.674706e-04 3.681774e-04 2.074631e-04 1.481421e-04 1.106145e-04
[34,] 1.053756e-03 3.780455e-04 1.458026e-04 7.418241e-05 4.885157e-05
[35,] 1.266818e-03 4.537635e-04 1.497852e-04 5.211101e-05 2.366243e-05
[36,] 1.421073e-03 5.346514e-04 1.774059e-04 5.377460e-05 1.680164e-05
[37,] 1.473387e-03 5.855968e-04 2.042023e-04 6.269210e-05 1.743763e-05
[38,] 1.417603e-03 5.917553e-04 2.176348e-04 7.025441e-05 1.994260e-05
[39,] 1.273279e-03 5.541711e-04 2.136626e-04 7.263160e-05 2.168584e-05
[40,] 1.073625e-03 4.841606e-04 1.942894e-04 6.910467e-05 2.169168e-05
[41,] 8.628035e-04 3.990948e-04 1.652369e-04 6.097855e-05 1.997480e-05
[42,] 7.031473e-04 3.230513e-04 1.349055e-04 5.081668e-05 1.715214e-05
[43,] 6.790177e-04 2.904714e-04 1.154120e-04 4.239244e-05 1.426467e-05
[44,] 8.800059e-04 3.453003e-04 1.239655e-04 4.132988e-05 1.289660e-05
[45,] 1.354897e-03 5.272272e-04 1.807000e-04 5.534915e-05 1.543763e-05
[46,] 2.050443e-03 8.431391e-04 2.994484e-04 9.234256e-05 2.494400e-05
[47,] 2.780668e-03 1.237451e-03 4.727443e-04 1.552319e-04 4.392161e-05
[48,] 3.279670e-03 1.590555e-03 6.611290e-04 2.355385e-04 7.196202e-05
[49,] 3.335771e-03 1.766313e-03 8.013139e-04 3.113627e-04 1.036217e-04
[50,] 2.918951e-03 1.688345e-03 8.366705e-04 3.550685e-04 1.290193e-04
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.733953e-16 1.115418e-17 6.166598e-19 2.939755e-20 1.215640e-21
 [2,] 2.941343e-15 2.072701e-16 1.258175e-17 6.612837e-19 3.036057e-20
 [3,] 4.301283e-14 3.325245e-15 2.222323e-16 1.293906e-17 6.646668e-19
 [4,] 5.429612e-13 4.615594e-14 3.410124e-15 2.214496e-16 1.285764e-17
 [5,] 5.927824e-12 5.560340e-13 4.568632e-14 3.339576e-15 2.218089e-16
 [6,] 5.612866e-11 5.839296e-12 5.379513e-13 4.476720e-14 3.442709e-15
 [7,] 4.627407e-10 5.377686e-11 5.613022e-12 5.382588e-13 4.837322e-14
 [8,] 3.339310e-09 4.375852e-10 5.235889e-11 5.846399e-12 6.161656e-13
 [9,] 2.123598e-08 3.172677e-09 4.400389e-10 5.754128e-11 7.087377e-12
[10,] 1.199424e-07 2.066049e-08 3.346784e-09 5.120689e-10 7.304461e-11
[11,] 6.063710e-07 1.215015e-07 2.302661e-08 4.093416e-09 6.683095e-10
[12,] 2.760540e-06 6.460693e-07 1.425889e-07 2.913466e-08 5.380873e-09
[13,] 1.134610e-05 3.095515e-06 7.883002e-07 1.829882e-07 3.785364e-08
[14,] 4.202589e-05 1.327167e-05 3.856625e-06 1.006485e-06 2.314327e-07
[15,] 1.395084e-04 5.048945e-05 1.656400e-05 4.819557e-06 1.225109e-06
[16,] 4.119000e-04 1.690591e-04 6.205716e-05 2.000717e-05 5.600862e-06
[17,] 1.073149e-03 4.948744e-04 2.018542e-04 7.179237e-05 2.207681e-05
[18,] 2.450051e-03 1.259849e-03 5.681500e-04 2.222485e-04 7.494520e-05
[19,] 4.874448e-03 2.778994e-03 1.380664e-03 5.928022e-04 2.189627e-04
[20,] 8.416346e-03 5.297581e-03 2.892409e-03 1.361217e-03 5.503223e-04
[21,] 1.257520e-02 8.712255e-03 5.218526e-03 2.689400e-03 1.189480e-03
[22,] 1.622834e-02 1.234669e-02 8.103508e-03 4.570262e-03 2.210590e-03
[23,] 1.806917e-02 1.506730e-02 1.082578e-02 6.678623e-03 3.531971e-03
[24,] 1.735459e-02 1.582871e-02 1.243963e-02 8.391389e-03 4.851222e-03
[25,] 1.439185e-02 1.431598e-02 1.229390e-02 9.064691e-03 5.727844e-03
[26,] 1.033559e-02 1.115524e-02 1.045121e-02 8.418748e-03 5.813407e-03
[27,] 6.471752e-03 7.503220e-03 7.646344e-03 6.723070e-03 5.071995e-03
[28,] 3.582691e-03 4.375007e-03 4.820220e-03 4.617965e-03 3.804261e-03
[29,] 1.798408e-03 2.231203e-03 2.625084e-03 2.730312e-03 2.453523e-03
[30,] 8.502255e-04 1.012644e-03 1.241912e-03 1.391690e-03 1.361224e-03
[31,] 3.936789e-04 4.213932e-04 5.161741e-04 6.136421e-04 6.502859e-04
[32,] 1.813123e-04 1.674342e-04 1.925050e-04 2.357205e-04 2.680445e-04
[33,] 8.147864e-05 6.575266e-05 6.666346e-05 7.999819e-05 9.574669e-05
[34,] 3.472502e-05 2.565987e-05 2.234512e-05 2.460259e-05 2.990406e-05
[35,] 1.430090e-05 9.783359e-06 7.462262e-06 7.124193e-06 8.308964e-06
[36,] 6.745613e-06 3.730862e-06 2.498151e-06 2.025998e-06 2.116572e-06
[37,] 4.885070e-06 1.723079e-06 8.723274e-07 5.850953e-07 5.161646e-07
[38,] 5.091402e-06 1.279926e-06 3.955380e-07 1.841865e-07 1.271926e-07
[39,] 5.689689e-06 1.334439e-06 3.018378e-07 8.183577e-08 3.543778e-08
[40,] 5.986072e-06 1.451348e-06 3.130568e-07 6.395841e-08 1.529887e-08
[41,] 5.783057e-06 1.473912e-06 3.301581e-07 6.556775e-08 1.215251e-08
[42,] 5.157802e-06 1.374603e-06 3.231801e-07 6.685070e-08 1.223377e-08
[43,] 4.352517e-06 1.193110e-06 2.915117e-07 6.307576e-08 1.203491e-08
[44,] 3.759109e-06 1.013582e-06 2.495458e-07 5.540057e-08 1.097624e-08
[45,] 3.997695e-06 9.745321e-07 2.241846e-07 4.822338e-08 9.549615e-09
[46,] 5.983472e-06 1.299230e-06 2.612177e-07 4.959937e-08 8.967786e-09
[47,] 1.075594e-05 2.297052e-06 4.330987e-07 7.344702e-08 1.148052e-08
[48,] 1.887555e-05 4.259361e-06 8.298827e-07 1.404978e-07 2.089274e-08
[49,] 2.954266e-05 7.218999e-06 1.513322e-06 2.726005e-07 4.231992e-08
[50,] 4.013934e-05 1.069290e-05 2.439625e-06 4.769002e-07 7.993294e-08

> 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  
    42.5298       0.3959  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1asnt1226238310.ps tmp/1asnt1226238310.png")
> system("convert tmp/2psbp1226238310.ps tmp/2psbp1226238310.png")
> system("convert tmp/379kp1226238310.ps tmp/379kp1226238310.png")
> system("convert tmp/4zb7v1226238310.ps tmp/4zb7v1226238310.png")
> system("convert tmp/5yu5c1226238310.ps tmp/5yu5c1226238310.png")
> system("convert tmp/67xgs1226238310.ps tmp/67xgs1226238310.png")
> system("convert tmp/7dau81226238310.ps tmp/7dau81226238310.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.350   2.034   3.668