R version 2.8.0 (2008-10-20)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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

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

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

> z <- c(107.3,107.2,107.2,105.7,105.7,104.9,104.8,104,104,103.6,103.6,103.6,103.6,104.2,104.2,104.7,104.7,104.7,106.1,106.1,106.1,106.1,106.1,106.1,106.1,106.1,106.1,106.1,106.1,106.1,106.1,106.1,106.1,106.2,106.4,106.4,106.4,107,107,107,107,106.1,106.3,106.2,106.2,106.3,106.3,106.2,107.1,105.2,103.4,102.4,100.6,100.6,100.6,99.8,100.2,101.4,101,100.6,100)
> y <- c(73.2,50.3,47.1,49.2,45.1,39.2,34.7,35.7,36.4,44.6,37.6,43,45.9,39.3,42.3,42.8,36.5,41.8,35,36.7,41.2,41.4,34.2,42.2,48.2,38.6,41.6,45.9,41.5,45,38.1,47.4,41.3,46.6,39.7,44.2,52.4,55.1,48.9,45.3,58.2,52.4,42.6,44.6,53.4,53.8,56.2,53,63.1,45.9,46.6,59.8,67,56.2,59.1,58.4,52.7,69.1,69.3,58.6,80.8)
> x <- c(82.1,55.1,60.6,56.5,53.4,58.5,60.7,47.3,53.7,46.9,51.8,55.2,61.6,47.5,46.1,54.3,49.2,62.6,54.7,48.4,42.1,46.6,55,56.7,55.7,52,65.2,51,57.3,60.5,59.2,40.8,39.5,54.6,54.7,53.3,56.7,57.8,57.1,51.1,60.3,58,63.2,54.5,50.3,48.2,51.3,52.6,68,67.5,53.4,65.3,64.9,51.9,60.6,50.5,61.5,74.4,66.4,69.8,96.8)
> par7 = 'Productie tabak'
> par6 = 'Uitvoer tabak'
> par5 = 'Invoer tabak'
> 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/1meib1257347169.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/2ibld1257347169.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/3o9io1257347169.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/4qfne1257347169.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/5yvw11257347169.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  
     7.9913       0.7072  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/6234j1257347169.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] 28.75104 29.92447 31.09789 32.27132 33.44475 34.61817 35.79160 36.96503
 [9] 38.13846 39.31188 40.48531 41.65874 42.83216 44.00559 45.17902 46.35244
[17] 47.52587 48.69930 49.87272 51.04615 52.21958 53.39301 54.56643 55.73986
[25] 56.91329 58.08671 59.26014 60.43357 61.60699 62.78042 63.95385 65.12728
[33] 66.30070 67.47413 68.64756 69.82098 70.99441 72.16784 73.34126 74.51469
[41] 75.68812 76.86154 78.03497 79.20840 80.38183 81.55525 82.72868 83.90211
[49] 85.07553 86.24896

$yords
 [1]  99.18290  99.36115  99.53940  99.71765  99.89590 100.07414 100.25239
 [8] 100.43064 100.60889 100.78714 100.96539 101.14364 101.32189 101.50014
[15] 101.67839 101.85663 102.03488 102.21313 102.39138 102.56963 102.74788
[22] 102.92613 103.10438 103.28263 103.46088 103.63912 103.81737 103.99562
[29] 104.17387 104.35212 104.53037 104.70862 104.88687 105.06512 105.24337
[36] 105.42161 105.59986 105.77811 105.95636 106.13461 106.31286 106.49111
[43] 106.66936 106.84761 107.02586 107.20410 107.38235 107.56060 107.73885
[50] 107.91710

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 6.312305e-18 8.848007e-17 9.875587e-16 8.776877e-15 6.211219e-14
 [2,] 1.179467e-16 1.539557e-15 1.600170e-14 1.324331e-13 8.727442e-13
 [3,] 1.941764e-15 2.360248e-14 2.284441e-13 1.760608e-12 1.080454e-11
 [4,] 2.816628e-14 3.188157e-13 2.873504e-12 2.062269e-11 1.178530e-10
 [5,] 3.599908e-13 3.794434e-12 3.184682e-11 2.128375e-10 1.132643e-09
 [6,] 4.054098e-12 3.979145e-11 3.109935e-10 1.935432e-09 9.591138e-09
 [7,] 4.023114e-11 3.676961e-10 2.675997e-09 1.550783e-08 7.156257e-08
 [8,] 3.518256e-10 2.994136e-09 2.029046e-08 1.094932e-07 4.704979e-07
 [9,] 2.711704e-09 2.148732e-08 1.355840e-07 6.812696e-07 2.725932e-06
[10,] 1.842418e-08 1.359222e-07 7.985365e-07 3.735926e-06 1.391886e-05
[11,] 1.103818e-07 7.580700e-07 4.146176e-06 1.805966e-05 6.264699e-05
[12,] 5.834069e-07 3.729155e-06 1.898520e-05 7.698066e-05 2.486110e-04
[13,] 2.722248e-06 1.619071e-05 7.670631e-05 2.894807e-04 8.702645e-04
[14,] 1.122675e-05 6.210047e-05 2.736897e-04 9.610432e-04 2.688970e-03
[15,] 4.099218e-05 2.107392e-04 8.634962e-04 2.820008e-03 7.341543e-03
[16,] 1.328599e-04 6.341568e-04 2.413764e-03 7.326710e-03 1.774090e-02
[17,] 3.836934e-04 1.697863e-03 5.995826e-03 1.689988e-02 3.804203e-02
[18,] 9.926454e-04 4.063899e-03 1.329214e-02 3.474534e-02 7.266613e-02
[19,] 2.316821e-03 8.752660e-03 2.645659e-02 6.403254e-02 1.243489e-01
[20,] 4.920040e-03 1.710110e-02 4.764725e-02 1.065825e-01 1.921404e-01
[21,] 9.590757e-03 3.058384e-02 7.834929e-02 1.617269e-01 2.708143e-01
[22,] 1.728482e-02 5.047461e-02 1.186878e-01 2.259378e-01 3.522381e-01
[23,] 2.889796e-02 7.726026e-02 1.667416e-01 2.930819e-01 4.274654e-01
[24,] 4.474598e-02 1.097144e-01 2.177544e-01 3.546880e-01 4.877728e-01
[25,] 6.378529e-02 1.438937e-01 2.636584e-01 4.003787e-01 5.246214e-01
[26,] 8.301015e-02 1.729759e-01 2.941190e-01 4.197179e-01 5.304552e-01
[27,] 9.778233e-02 1.889882e-01 2.999663e-01 4.060659e-01 5.015165e-01
[28,] 1.034948e-01 1.862764e-01 2.777837e-01 3.605641e-01 4.410534e-01
[29,] 9.788173e-02 1.647256e-01 2.324951e-01 2.929984e-01 3.599642e-01
[30,] 8.241348e-02 1.302655e-01 1.756065e-01 2.182399e-01 2.737381e-01
[31,] 6.164895e-02 9.205514e-02 1.200584e-01 1.504355e-01 1.973269e-01
[32,] 4.095988e-02 5.830313e-02 7.515703e-02 9.850912e-02 1.405959e-01
[33,] 2.422884e-02 3.344770e-02 4.442253e-02 6.486686e-02 1.061139e-01
[34,] 1.287011e-02 1.790738e-02 2.655328e-02 4.677560e-02 8.973546e-02
[35,] 6.299238e-03 9.620637e-03 1.781671e-02 3.887201e-02 8.347795e-02
[36,] 3.043187e-03 5.861549e-03 1.420723e-02 3.563615e-02 7.946942e-02
[37,] 1.662014e-03 4.396668e-03 1.273224e-02 3.327502e-02 7.331817e-02
[38,] 1.172940e-03 3.904815e-03 1.195214e-02 3.075974e-02 6.560041e-02
[39,] 1.104250e-03 3.991300e-03 1.207698e-02 2.994508e-02 6.121964e-02
[40,] 1.415928e-03 5.086042e-03 1.479579e-02 3.487910e-02 6.726968e-02
[41,] 2.422138e-03 8.302885e-03 2.281074e-02 5.037844e-02 9.003963e-02
[42,] 4.707180e-03 1.513529e-02 3.885524e-02 7.978560e-02 1.315062e-01
[43,] 8.931314e-03 2.678557e-02 6.403839e-02 1.221546e-01 1.862243e-01
[44,] 1.543835e-02 4.312541e-02 9.596998e-02 1.702069e-01 2.407634e-01
[45,] 2.375105e-02 6.178011e-02 1.279865e-01 2.112050e-01 2.777274e-01
[46,] 3.229053e-02 7.821130e-02 1.508557e-01 2.317318e-01 2.835358e-01
[47,] 3.871353e-02 8.731638e-02 1.568211e-01 2.242870e-01 2.554610e-01
[48,] 4.090477e-02 8.591192e-02 1.436810e-01 1.913454e-01 2.029192e-01
[49,] 3.808266e-02 7.448309e-02 1.159979e-01 1.438494e-01 1.420486e-01
[50,] 3.123905e-02 5.689595e-02 8.251354e-02 9.528638e-02 8.761954e-02
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.500041e-13 1.570468e-12 5.611069e-12 1.596332e-11 3.616301e-11
 [2,] 4.579703e-12 1.913586e-11 6.366781e-11 1.686766e-10 3.558413e-10
 [3,] 5.279710e-11 2.054354e-10 6.365070e-10 1.570351e-09 3.085052e-09
 [4,] 5.362870e-10 1.943197e-09 5.606625e-09 1.288121e-08 2.356640e-08
 [5,] 4.799561e-09 1.619479e-08 4.351294e-08 9.309793e-08 1.586204e-07
 [6,] 3.784674e-08 1.189204e-07 2.975507e-07 5.928677e-07 9.407608e-07
 [7,] 2.629612e-07 7.694387e-07 1.792856e-06 3.326844e-06 4.916895e-06
 [8,] 1.609931e-06 4.386772e-06 9.519036e-06 1.645117e-05 2.264918e-05
 [9,] 8.685661e-06 2.203937e-05 4.453907e-05 7.169814e-05 9.197399e-05
[10,] 4.129739e-05 9.758512e-05 1.836755e-04 2.754622e-04 3.293836e-04
[11,] 1.730771e-04 3.808716e-04 6.677723e-04 9.333092e-04 1.041030e-03
[12,] 6.395396e-04 1.310723e-03 2.141137e-03 2.790471e-03 2.907109e-03
[13,] 2.084445e-03 3.979160e-03 6.058853e-03 7.370506e-03 7.187493e-03
[14,] 5.996568e-03 1.066506e-02 1.514793e-02 1.723065e-02 1.578756e-02
[15,] 1.524320e-02 2.526918e-02 3.352380e-02 3.576687e-02 3.098858e-02
[16,] 3.429742e-02 5.303947e-02 6.588155e-02 6.627814e-02 5.487163e-02
[17,] 6.849283e-02 9.896694e-02 1.155741e-01 1.106082e-01 8.892767e-02
[18,] 1.219193e-01 1.650706e-01 1.825214e-01 1.685151e-01 1.345380e-01
[19,] 1.946865e-01 2.482411e-01 2.628749e-01 2.388843e-01 1.942565e-01
[20,] 2.814948e-01 3.408645e-01 3.515640e-01 3.221847e-01 2.723329e-01
[21,] 3.731480e-01 4.345874e-01 4.459925e-01 4.213065e-01 3.723055e-01
[22,] 4.602355e-01 5.242640e-01 5.468111e-01 5.379602e-01 4.913867e-01
[23,] 5.358478e-01 6.079878e-01 6.533120e-01 6.655586e-01 6.150337e-01
[24,] 5.949225e-01 6.824721e-01 7.563096e-01 7.842201e-01 7.171754e-01
[25,] 6.315361e-01 7.381720e-01 8.354270e-01 8.642327e-01 7.690961e-01
[26,] 6.380393e-01 7.599230e-01 8.657071e-01 8.789739e-01 7.537442e-01
[27,] 6.082457e-01 7.345308e-01 8.312400e-01 8.204904e-01 6.769152e-01
[28,] 5.426971e-01 6.605678e-01 7.370182e-01 7.072153e-01 5.672369e-01
[29,] 4.517303e-01 5.530961e-01 6.101301e-01 5.774193e-01 4.637625e-01
[30,] 3.535063e-01 4.391201e-01 4.882097e-01 4.714607e-01 3.983368e-01
[31,] 2.675663e-01 3.458122e-01 4.017726e-01 4.135293e-01 3.831085e-01
[32,] 2.072441e-01 2.884253e-01 3.611550e-01 4.034717e-01 4.092320e-01
[33,] 1.749563e-01 2.649888e-01 3.552915e-01 4.218712e-01 4.549077e-01
[34,] 1.628293e-01 2.603604e-01 3.614751e-01 4.429784e-01 4.959742e-01
[35,] 1.581197e-01 2.562958e-01 3.587172e-01 4.467350e-01 5.134458e-01
[36,] 1.502065e-01 2.410507e-01 3.367434e-01 4.243939e-01 4.970011e-01
[37,] 1.353716e-01 2.135507e-01 2.973863e-01 3.779980e-01 4.462138e-01
[38,] 1.174690e-01 1.815443e-01 2.504977e-01 3.169559e-01 3.702364e-01
[39,] 1.052164e-01 1.565333e-01 2.083064e-01 2.539265e-01 2.847555e-01
[40,] 1.080413e-01 1.484496e-01 1.805124e-01 2.003844e-01 2.059807e-01
[41,] 1.318155e-01 1.613810e-01 1.706521e-01 1.624641e-01 1.443838e-01
[42,] 1.751571e-01 1.909444e-01 1.744421e-01 1.390047e-01 1.019574e-01
[43,] 2.276426e-01 2.246328e-01 1.814314e-01 1.233522e-01 7.425812e-02
[44,] 2.720480e-01 2.463543e-01 1.800754e-01 1.079768e-01 5.499300e-02
[45,] 2.912161e-01 2.438724e-01 1.636782e-01 8.878532e-02 3.971162e-02
[46,] 2.764199e-01 2.148730e-01 1.334071e-01 6.643079e-02 2.681193e-02
[47,] 2.317555e-01 1.675198e-01 9.655654e-02 4.446906e-02 1.645123e-02
[48,] 1.713738e-01 1.152788e-01 6.178803e-02 2.641407e-02 9.029848e-03
[49,] 1.116994e-01 6.994898e-02 3.489052e-02 1.386868e-02 4.398683e-03
[50,] 6.415668e-02 3.740835e-02 1.737075e-02 6.425277e-03 1.894353e-03
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.523402e-11 9.370649e-11 1.072574e-10 9.962014e-11 1.151946e-10
 [2,] 5.977678e-10 7.996607e-10 8.523250e-10 7.340211e-10 7.217895e-10
 [3,] 4.826295e-09 6.012890e-09 5.968664e-09 4.772027e-09 4.051604e-09
 [4,] 3.433478e-08 3.984104e-08 3.683786e-08 2.737344e-08 2.035009e-08
 [5,] 2.152359e-07 2.326436e-07 2.004210e-07 1.385753e-07 9.136624e-08
 [6,] 1.189030e-06 1.197403e-06 9.615599e-07 6.194736e-07 3.665182e-07
 [7,] 5.789446e-06 5.433908e-06 4.070624e-06 2.448124e-06 1.314601e-06
 [8,] 2.485191e-05 2.175365e-05 1.522136e-05 8.570376e-06 4.226464e-06
 [9,] 9.409280e-05 7.689361e-05 5.036590e-05 2.667112e-05 1.224502e-05
[10,] 3.144579e-04 2.403561e-04 1.479235e-04 7.421259e-05 3.226566e-05
[11,] 9.288773e-04 6.661487e-04 3.875853e-04 1.863377e-04 7.839445e-05
[12,] 2.430723e-03 1.644229e-03 9.134591e-04 4.279297e-04 1.786704e-04
[13,] 5.656938e-03 3.640736e-03 1.960705e-03 9.147495e-04 3.883292e-04
[14,] 1.178435e-02 7.314644e-03 3.898894e-03 1.854018e-03 8.124679e-04
[15,] 2.220277e-02 1.355369e-02 7.324562e-03 3.610767e-03 1.633148e-03
[16,] 3.842187e-02 2.363284e-02 1.321615e-02 6.773867e-03 3.118014e-03
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[40,] 0.2748028259 2.556676e-01 1.895139e-01 1.118847e-01 5.260221e-02
[41,] 0.2322961274 2.013958e-01 1.390581e-01 7.645990e-02 3.347680e-02
[42,] 0.1731503859 1.398234e-01 8.991240e-02 4.603927e-02 1.877157e-02
[43,] 0.1137419837 8.553839e-02 5.122334e-02 2.442513e-02 9.273979e-03
[44,] 0.0658351671 4.610650e-02 2.571152e-02 1.141704e-02 4.036810e-03
[45,] 0.0335746340 2.189643e-02 1.137091e-02 4.701931e-03 1.548162e-03
[46,] 0.0150859840 9.162028e-03 4.430664e-03 1.706102e-03 5.231189e-04
[47,] 0.0059723097 3.377657e-03 1.521065e-03 5.454303e-04 1.557362e-04
[48,] 0.0020831340 1.097098e-03 4.600796e-04 1.536312e-04 4.084931e-05
[49,] 0.0006401737 3.139650e-04 1.226094e-04 3.812634e-05 9.440295e-06
[50,] 0.0001733339 7.916297e-05 2.878854e-05 8.336352e-06 1.922169e-06

> 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  
  109.14608     -0.08815  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/742nr1257347169.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]  34.47103  35.84568  37.22034  38.59499  39.96964  41.34429  42.71894
 [8]  44.09360  45.46825  46.84290  48.21755  49.59220  50.96685  52.34151
[15]  53.71616  55.09081  56.46546  57.84011  59.21476  60.58942  61.96407
[22]  63.33872  64.71337  66.08802  67.46267  68.83733  70.21198  71.58663
[29]  72.96128  74.33593  75.71058  77.08524  78.45989  79.83454  81.20919
[36]  82.58384  83.95849  85.33315  86.70780  88.08245  89.45710  90.83175
[43]  92.20640  93.58106  94.95571  96.33036  97.70501  99.07966 100.45432
[50] 101.82897

$yords
 [1]  99.18290  99.36115  99.53940  99.71765  99.89590 100.07414 100.25239
 [8] 100.43064 100.60889 100.78714 100.96539 101.14364 101.32189 101.50014
[15] 101.67839 101.85663 102.03488 102.21313 102.39138 102.56963 102.74788
[22] 102.92613 103.10438 103.28263 103.46088 103.63912 103.81737 103.99562
[29] 104.17387 104.35212 104.53037 104.70862 104.88687 105.06512 105.24337
[36] 105.42161 105.59986 105.77811 105.95636 106.13461 106.31286 106.49111
[43] 106.66936 106.84761 107.02586 107.20410 107.38235 107.56060 107.73885
[50] 107.91710

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.299460e-08 8.730034e-08 2.691908e-07 6.741923e-07 1.371688e-06
 [2,] 2.276675e-07 8.127595e-07 2.356601e-06 5.550256e-06 1.062068e-05
 [3,] 1.870920e-06 6.280443e-06 1.712388e-05 3.792757e-05 6.826889e-05
 [4,] 1.276119e-05 4.028144e-05 1.032804e-04 2.151456e-04 3.643552e-04
 [5,] 7.224536e-05 2.144422e-04 5.170653e-04 1.013160e-03 1.614911e-03
 [6,] 3.394800e-04 9.475748e-04 2.148840e-03 3.961372e-03 5.946163e-03
 [7,] 1.324062e-03 3.475572e-03 7.413541e-03 1.286232e-02 1.819767e-02
 [8,] 4.286464e-03 1.058198e-02 2.123538e-02 3.469236e-02 4.632779e-02
 [9,] 1.151854e-02 2.674640e-02 5.051107e-02 7.776815e-02 9.823588e-02
[10,] 2.569336e-02 5.612652e-02 9.980032e-02 1.449968e-01 1.738444e-01
[11,] 4.757702e-02 9.780271e-02 1.638693e-01 2.251293e-01 2.575273e-01
[12,] 7.314284e-02 1.415584e-01 2.237730e-01 2.916469e-01 3.207974e-01
[13,] 9.337318e-02 1.702665e-01 2.544526e-01 3.162260e-01 3.383675e-01
[14,] 9.901410e-02 1.703442e-01 2.415012e-01 2.886236e-01 3.057294e-01
[15,] 8.729004e-02 1.420686e-01 1.924018e-01 2.246949e-01 2.425941e-01
[16,] 6.416174e-02 9.951336e-02 1.310598e-01 1.553046e-01 1.808868e-01
[17,] 3.980312e-02 6.034825e-02 8.176069e-02 1.080586e-01 1.492137e-01
[18,] 2.199035e-02 3.565886e-02 5.737679e-02 9.635901e-02 1.622352e-01
[19,] 1.308805e-02 2.718761e-02 5.780060e-02 1.176654e-01 2.146911e-01
[20,] 1.128167e-02 3.028144e-02 7.382658e-02 1.560639e-01 2.812690e-01
[21,] 1.309344e-02 3.769545e-02 9.191606e-02 1.886869e-01 3.278362e-01
[22,] 1.516718e-02 4.260473e-02 9.989466e-02 1.970977e-01 3.316480e-01
[23,] 1.532821e-02 4.118847e-02 9.274528e-02 1.776255e-01 2.949075e-01
[24,] 1.313099e-02 3.390148e-02 7.433819e-02 1.414638e-01 2.391516e-01
[25,] 9.580789e-03 2.419472e-02 5.317909e-02 1.044924e-01 1.871746e-01
[26,] 6.107733e-03 1.564090e-02 3.612158e-02 7.671443e-02 1.495929e-01
[27,] 3.602153e-03 9.904059e-03 2.526099e-02 5.919800e-02 1.240691e-01
[28,] 2.162766e-03 6.701843e-03 1.900202e-02 4.765450e-02 1.026714e-01
[29,] 1.433086e-03 4.924982e-03 1.476371e-02 3.754330e-02 7.971613e-02
[30,] 1.022219e-03 3.647502e-03 1.091665e-02 2.705673e-02 5.524330e-02
[31,] 7.104356e-04 2.493583e-03 7.203676e-03 1.706334e-02 3.316282e-02
[32,] 4.431562e-04 1.489815e-03 4.093619e-03 9.200183e-03 1.701566e-02
[33,] 2.377284e-04 7.574701e-04 1.969894e-03 4.201995e-03 7.469074e-03
[34,] 1.076230e-04 3.239625e-04 7.979480e-04 1.628821e-03 2.856718e-03
[35,] 4.080908e-05 1.161656e-04 2.728792e-04 5.448261e-04 9.943097e-04
[36,] 1.301277e-05 3.536061e-05 8.109216e-05 1.667853e-04 3.434560e-04
[37,] 4.152258e-06 1.195207e-05 3.069458e-05 7.399725e-05 1.752543e-04
[38,] 5.741683e-06 2.143349e-05 6.664431e-05 1.722236e-04 3.712228e-04
[39,] 2.857064e-05 1.048706e-04 3.130007e-04 7.597002e-04 1.500354e-03
[40,] 1.348708e-04 4.661076e-04 1.308336e-03 2.982819e-03 5.523730e-03
[41,] 5.310118e-04 1.725625e-03 4.554383e-03 9.762347e-03 1.699506e-02
[42,] 1.735584e-03 5.303386e-03 1.316134e-02 2.652689e-02 4.342225e-02
[43,] 4.708350e-03 1.352826e-02 3.156853e-02 5.982821e-02 9.208672e-02
[44,] 1.060157e-02 2.864238e-02 6.284739e-02 1.119966e-01 1.620919e-01
[45,] 1.981299e-02 5.033321e-02 1.038481e-01 1.740130e-01 2.368122e-01
[46,] 3.073322e-02 7.341393e-02 1.424256e-01 2.244073e-01 2.871608e-01
[47,] 3.956804e-02 8.887520e-02 1.621272e-01 2.401986e-01 2.890177e-01
[48,] 4.228235e-02 8.930196e-02 1.531800e-01 2.133941e-01 2.414360e-01
[49,] 3.750180e-02 7.447658e-02 1.201231e-01 1.573521e-01 1.674010e-01
[50,] 2.760727e-02 5.155333e-02 7.818605e-02 9.630329e-02 9.633680e-02
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.268088e-06 3.051391e-06 3.350503e-06 3.027136e-06 2.297069e-06
 [2,] 1.652338e-05 2.093857e-05 2.171768e-05 1.867205e-05 1.372062e-05
 [3,] 9.997113e-05 1.194453e-04 1.173355e-04 9.662064e-05 6.969593e-05
 [4,] 5.025054e-04 5.669801e-04 5.296377e-04 4.216706e-04 3.038036e-04
 [5,] 2.099606e-03 2.242695e-03 2.004411e-03 1.563213e-03 1.147141e-03
 [6,] 7.298685e-03 7.408638e-03 6.392255e-03 4.966456e-03 3.780856e-03
 [7,] 2.113738e-02 2.050774e-02 1.729754e-02 1.365121e-02 1.091432e-02
 [8,] 5.110528e-02 4.779777e-02 4.006255e-02 3.272509e-02 2.753881e-02
 [9,] 1.034805e-01 9.442805e-02 8.017611e-02 6.870336e-02 6.032885e-02
[10,] 1.762933e-01 1.594724e-01 1.398231e-01 1.261706e-01 1.137197e-01
[11,] 2.543374e-01 2.324633e-01 2.135831e-01 2.015303e-01 1.828765e-01
[12,] 3.134186e-01 2.952689e-01 2.859721e-01 2.779522e-01 2.495011e-01
[13,] 3.335914e-01 3.295708e-01 3.351931e-01 3.298172e-01 2.892104e-01
[14,] 3.116189e-01 3.268801e-01 3.458780e-01 3.401127e-01 2.902738e-01
[15,] 2.638504e-01 2.969938e-01 3.250255e-01 3.191787e-01 2.682216e-01
[16,] 2.197845e-01 2.691688e-01 3.060437e-01 3.046911e-01 2.591377e-01
[17,] 2.104503e-01 2.799238e-01 3.303092e-01 3.365030e-01 2.935426e-01
[18,] 2.535018e-01 3.493023e-01 4.157741e-01 4.251663e-01 3.731647e-01
[19,] 3.396258e-01 4.614659e-01 5.389493e-01 5.425833e-01 4.719626e-01
[20,] 4.321176e-01 5.697091e-01 6.496435e-01 6.447871e-01 5.599919e-01
[21,] 4.873611e-01 6.276668e-01 7.080883e-01 7.056684e-01 6.257843e-01
[22,] 4.836611e-01 6.209611e-01 7.103105e-01 7.293378e-01 6.752867e-01
[23,] 4.329184e-01 5.705562e-01 6.800257e-01 7.331425e-01 7.125399e-01
[24,] 3.656633e-01 5.088125e-01 6.411193e-01 7.242732e-01 7.264984e-01
[25,] 3.067228e-01 4.546123e-01 5.993848e-01 6.933674e-01 6.977783e-01
[26,] 2.628089e-01 4.065928e-01 5.446436e-01 6.261240e-01 6.168070e-01
[27,] 2.262812e-01 3.525628e-01 4.651753e-01 5.196059e-01 4.962194e-01
[28,] 1.866482e-01 2.840072e-01 3.618124e-01 3.900837e-01 3.668826e-01
[29,] 1.403786e-01 2.051199e-01 2.512419e-01 2.657982e-01 2.597655e-01
[30,] 9.297483e-02 1.301366e-01 1.556581e-01 1.697953e-01 1.878899e-01
[31,] 5.327863e-02 7.242665e-02 8.838454e-02 1.078026e-01 1.433698e-01
[32,] 2.640491e-02 3.619721e-02 4.858574e-02 7.085423e-02 1.101929e-01
[33,] 1.155557e-02 1.710358e-02 2.719008e-02 4.690816e-02 7.868228e-02
[34,] 4.682204e-03 8.094416e-03 1.537178e-02 2.911556e-02 4.917971e-02
[35,] 1.870273e-03 3.883931e-03 8.255608e-03 1.594620e-02 2.610266e-02
[36,] 7.733522e-04 1.820037e-03 3.982780e-03 7.478192e-03 1.163258e-02
[37,] 4.102137e-04 9.109333e-04 1.814728e-03 3.105326e-03 4.445935e-03
[38,] 6.744115e-04 1.051051e-03 1.436287e-03 1.751907e-03 1.914157e-03
[39,] 2.414119e-03 3.172650e-03 3.421179e-03 3.051468e-03 2.281067e-03
[40,] 8.309646e-03 1.015703e-02 1.009147e-02 8.155701e-03 5.368790e-03
[41,] 2.402915e-02 2.759362e-02 2.573633e-02 1.949742e-02 1.199906e-02
[42,] 5.772688e-02 6.232816e-02 5.465527e-02 3.892451e-02 2.251445e-02
[43,] 1.151138e-01 1.168684e-01 9.636207e-02 6.452898e-02 3.509485e-02
[44,] 1.905273e-01 1.818832e-01 1.410156e-01 8.879343e-02 4.540816e-02
[45,] 2.617374e-01 2.349453e-01 1.712801e-01 1.014113e-01 4.876465e-02
[46,] 2.984369e-01 2.518948e-01 1.726733e-01 9.613253e-02 4.346652e-02
[47,] 2.824344e-01 2.241558e-01 1.444847e-01 7.563671e-02 3.215754e-02
[48,] 2.218508e-01 1.655614e-01 1.003452e-01 4.939389e-02 1.974646e-02
[49,] 1.446381e-01 1.014954e-01 5.784285e-02 2.677270e-02 1.006407e-02
[50,] 7.826770e-02 5.164309e-02 2.767458e-02 1.204451e-02 4.257324e-03
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.533071e-06 9.737547e-07 6.325087e-07 4.159566e-07 2.557040e-07
 [2,] 9.170331e-06 6.067999e-06 4.138681e-06 2.763339e-06 1.660075e-06
 [3,] 4.757454e-05 3.311796e-05 2.342388e-05 1.557411e-05 9.030045e-06
 [4,] 2.155992e-04 1.577501e-04 1.135906e-04 7.395557e-05 4.101958e-05
 [5,] 8.557954e-04 6.507634e-04 4.678279e-04 2.944120e-04 1.552679e-04
 [6,] 2.967035e-03 2.303208e-03 1.624780e-03 9.791489e-04 4.890412e-04
 [7,] 8.919870e-03 6.931066e-03 4.733547e-03 2.714257e-03 1.280560e-03
 [8,] 2.303758e-02 1.760480e-02 1.152634e-02 6.262336e-03 2.786378e-03
 [9,] 5.065532e-02 3.753914e-02 2.340534e-02 1.201680e-02 5.038058e-03
[10,] 9.413063e-02 6.696607e-02 3.959167e-02 1.918173e-02 7.576642e-03
[11,] 1.471177e-01 9.981186e-02 5.583496e-02 2.552691e-02 9.511786e-03
[12,] 1.932004e-01 1.246150e-01 6.599493e-02 2.855360e-02 1.008856e-02
[13,] 2.147230e-01 1.319470e-01 6.657783e-02 2.754979e-02 9.377669e-03
[14,] 2.077987e-01 1.232586e-01 6.047816e-02 2.463181e-02 8.399195e-03
[15,] 1.894221e-01 1.120922e-01 5.578914e-02 2.351148e-02 8.492991e-03
[16,] 1.871604e-01 1.149391e-01 6.022225e-02 2.705841e-02 1.058564e-02
[17,] 2.189303e-01 1.396456e-01 7.636363e-02 3.611208e-02 1.521356e-02
[18,] 2.811277e-01 1.821671e-01 1.023182e-01 5.077154e-02 2.340632e-02
[19,] 3.558056e-01 2.341903e-01 1.366108e-01 7.251192e-02 3.736265e-02
[20,] 4.286300e-01 2.925572e-01 1.809357e-01 1.037536e-01 5.942725e-02
[21,] 4.979367e-01 3.587471e-01 2.357608e-01 1.436520e-01 8.923382e-02
[22,] 5.654149e-01 4.280558e-01 2.924895e-01 1.840134e-01 1.214134e-01
[23,] 6.210148e-01 4.820833e-01 3.326663e-01 2.115920e-01 1.472733e-01
[24,] 6.418655e-01 4.968799e-01 3.395378e-01 2.178612e-01 1.610736e-01
[25,] 6.087206e-01 4.621804e-01 3.135705e-01 2.085978e-01 1.663674e-01
[26,] 5.243607e-01 3.937159e-01 2.765836e-01 2.029523e-01 1.752711e-01
[27,] 4.164410e-01 3.253901e-01 2.576687e-01 2.193774e-01 1.980278e-01
[28,] 3.209992e-01 2.857692e-01 2.703349e-01 2.581064e-01 2.304389e-01
[29,] 2.591184e-01 2.775548e-01 2.998451e-01 2.962128e-01 2.526397e-01
[30,] 2.256788e-01 2.775846e-01 3.134913e-01 3.030836e-01 2.438653e-01
[31,] 1.992337e-01 2.578396e-01 2.867614e-01 2.646357e-01 2.002482e-01
[32,] 1.627744e-01 2.084878e-01 2.220872e-01 1.937789e-01 1.378339e-01
[33,] 1.158701e-01 1.425502e-01 1.438108e-01 1.182278e-01 7.905504e-02
[34,] 6.983112e-02 8.147487e-02 7.750392e-02 5.995782e-02 3.769321e-02
[35,] 3.520973e-02 3.875827e-02 3.470512e-02 2.525226e-02 1.492628e-02
[36,] 1.479912e-02 1.532942e-02 1.290816e-02 8.830967e-03 4.907627e-03
[37,] 5.250400e-03 5.076520e-03 4.003241e-03 2.569574e-03 1.341104e-03
[38,] 1.848629e-03 1.542965e-03 1.088973e-03 6.394072e-04 3.091124e-04
[39,] 1.456851e-03 8.134472e-04 4.046820e-04 1.802478e-04 7.099711e-05
[40,] 2.885907e-03 1.272437e-03 4.638248e-04 1.415938e-04 3.689352e-05
[41,] 5.999908e-03 2.438565e-03 8.061654e-04 2.170636e-04 4.771738e-05
[42,] 1.057678e-02 4.035642e-03 1.250727e-03 3.148832e-04 6.441081e-05
[43,] 1.550145e-02 5.560869e-03 1.620154e-03 3.833689e-04 7.367687e-05
[44,] 1.885933e-02 6.361481e-03 1.742728e-03 3.877403e-04 7.006367e-05
[45,] 1.904421e-02 6.040327e-03 1.555954e-03 3.255164e-04 5.530804e-05
[46,] 1.596167e-02 4.760379e-03 1.153038e-03 2.268221e-04 3.623818e-05
[47,] 1.110381e-02 3.113874e-03 7.092002e-04 1.311826e-04 1.970711e-05
[48,] 6.411272e-03 1.690592e-03 3.620532e-04 6.297171e-05 8.895247e-06
[49,] 3.072519e-03 7.618244e-04 1.534102e-04 2.508956e-05 3.332509e-06
[50,] 1.222146e-03 2.849373e-04 5.395283e-05 8.296958e-06 1.036246e-06
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 1.365996e-07 6.128060e-08 2.594365e-08 3.564480e-08 1.891790e-07
 [2,] 8.475847e-07 3.607144e-07 1.523065e-07 2.510461e-07 1.325347e-06
 [3,] 4.381467e-06 1.766776e-06 7.574947e-07 1.491060e-06 7.717439e-06
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[34,] 3.097960e-04 3.524439e-04 3.279015e-04 2.520881e-04 1.647154e-04
[35,] 6.679283e-05 7.146889e-05 6.252966e-05 4.523470e-05 2.808531e-05
[36,] 1.195601e-05 1.203065e-05 9.900561e-06 6.769910e-06 4.325784e-06
[37,] 1.776548e-06 1.681231e-06 1.304994e-06 8.924146e-07 1.119318e-06
[38,] 2.191332e-07 1.953846e-07 1.487144e-07 1.743687e-07 9.822949e-07
[39,] 2.246363e-08 1.937608e-08 2.201972e-08 1.196594e-07 1.121818e-06
[40,] 1.947423e-09 2.224042e-09 1.124595e-08 1.190130e-07 1.109616e-06
[41,] 1.780791e-10 8.169195e-10 9.636065e-09 1.038318e-07 9.138680e-07
[42,] 4.604964e-11 5.954971e-10 7.408224e-09 7.548212e-08 6.248573e-07
[43,] 2.810006e-11 4.030139e-10 4.753295e-09 4.555699e-08 3.546222e-07
[44,] 1.671699e-11 2.282099e-10 2.532304e-09 2.282196e-08 1.670437e-07
[45,] 8.353404e-12 1.073156e-10 1.119763e-09 9.489204e-09 6.530896e-08
[46,] 3.467342e-12 4.188763e-11 4.109754e-10 3.274804e-09 2.119308e-08
[47,] 1.194623e-12 1.357024e-11 1.251939e-10 9.380339e-10 5.708119e-09
[48,] 3.416220e-13 3.648952e-12 3.165409e-11 2.230133e-10 1.276060e-09
[49,] 8.108460e-14 8.143787e-13 6.642840e-12 4.400687e-11 2.367699e-10
[50,] 1.597386e-14 1.508564e-13 1.157063e-12 7.207578e-12 3.646373e-11
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.262916e-02 3.193163e-02 6.628004e-02 1.120749e-01 1.542136e-01
 [2,] 3.134363e-02 7.463195e-02 1.463267e-01 2.339121e-01 3.044288e-01
 [3,] 6.572503e-02 1.472968e-01 2.729874e-01 4.130454e-01 5.092419e-01
 [4,] 1.170143e-01 2.465450e-01 4.323888e-01 6.205376e-01 7.268775e-01
 [5,] 1.783036e-01 3.525644e-01 5.864328e-01 8.017425e-01 8.978808e-01
 [6,] 2.358821e-01 4.369461e-01 6.929775e-01 9.111750e-01 9.889541e-01
 [7,] 2.780132e-01 4.830236e-01 7.395283e-01 9.536325e-01 1.029290e+00
 [8,] 3.049716e-01 5.025933e-01 7.608116e-01 9.922028e-01 1.101647e+00
 [9,] 3.310378e-01 5.324264e-01 8.209856e-01 1.111352e+00 1.291972e+00
[10,] 3.770123e-01 6.133287e-01 9.758691e-01 1.367799e+00 1.642121e+00
[11,] 4.610790e-01 7.707631e-01 1.247796e+00 1.769151e+00 2.140402e+00
[12,] 5.940057e-01 1.008917e+00 1.625195e+00 2.283665e+00 2.739386e+00
[13,] 7.763008e-01 1.312133e+00 2.071084e+00 2.853814e+00 3.367968e+00
[14,] 9.937995e-01 1.644043e+00 2.524485e+00 3.396206e+00 3.927203e+00
[15,] 1.214170e+00 1.946139e+00 2.899510e+00 3.800773e+00 4.293227e+00
[16,] 1.389756e+00 2.145812e+00 3.099487e+00 3.954171e+00 4.353495e+00
[17,] 1.470294e+00 2.180130e+00 3.053796e+00 3.790979e+00 4.067003e+00
[18,] 1.424600e+00 2.028061e+00 2.759802e+00 3.339845e+00 3.501537e+00
[19,] 1.261288e+00 1.729498e+00 2.295746e+00 2.721598e+00 2.808815e+00
[20,] 1.031666e+00 1.371618e+00 1.786860e+00 2.092045e+00 2.149606e+00
[21,] 8.066944e-01 1.046789e+00 1.344741e+00 1.567965e+00 1.621082e+00
[22,] 6.401231e-01 8.088027e-01 1.020085e+00 1.184922e+00 1.232345e+00
[23,] 5.419576e-01 6.549605e-01 7.963898e-01 9.086106e-01 9.358660e-01
[24,] 4.809488e-01 5.437281e-01 6.233945e-01 6.837145e-01 6.831617e-01
[25,] 4.146695e-01 4.334797e-01 4.623189e-01 4.797104e-01 4.594454e-01
[26,] 3.230142e-01 3.118295e-01 3.082873e-01 3.010150e-01 2.773382e-01
[27,] 2.176303e-01 1.946085e-01 1.788000e-01 1.651213e-01 1.497629e-01
[28,] 1.241337e-01 1.032403e-01 8.872394e-02 7.880864e-02 7.371621e-02
[29,] 5.935876e-02 4.612543e-02 3.750441e-02 3.312365e-02 3.415636e-02
[30,] 2.369490e-02 1.730553e-02 1.358558e-02 1.260301e-02 1.525829e-02
[31,] 7.884175e-03 5.463463e-03 4.292276e-03 4.499907e-03 6.565168e-03
[32,] 2.187581e-03 1.463286e-03 1.223115e-03 1.568900e-03 2.783372e-03
[33,] 5.075948e-04 3.398997e-04 3.404976e-04 6.141447e-04 1.522038e-03
[34,] 9.968307e-05 7.580137e-05 1.306130e-04 4.405454e-04 1.689776e-03
[35,] 1.823879e-05 2.838986e-05 1.247318e-04 6.236746e-04 2.709054e-03
[36,] 5.990472e-06 3.097726e-05 1.882464e-04 9.680583e-04 4.076991e-03
[37,] 6.235649e-06 4.444800e-05 2.666445e-04 1.304298e-03 5.186854e-03
[38,] 8.073812e-06 5.620092e-05 3.186155e-04 1.467611e-03 5.490995e-03
[39,] 9.042186e-06 5.936949e-05 3.166618e-04 1.371793e-03 4.826455e-03
[40,] 8.435652e-06 5.209514e-05 2.612913e-04 1.064376e-03 3.521315e-03
[41,] 6.534235e-06 3.794475e-05 1.789571e-04 6.854664e-04 2.132370e-03
[42,] 4.201128e-06 2.293982e-05 1.017311e-04 3.664011e-04 1.071763e-03
[43,] 2.241906e-06 1.151085e-05 4.799951e-05 1.625570e-04 4.471092e-04
[44,] 9.929960e-07 4.794058e-06 1.879743e-05 5.985949e-05 1.548127e-04
[45,] 3.650530e-07 1.657209e-06 6.109958e-06 1.829526e-05 4.449160e-05
[46,] 1.113891e-07 4.754777e-07 1.648378e-06 4.641121e-06 1.061275e-05
[47,] 2.821029e-08 1.132297e-07 3.691075e-07 9.772028e-07 2.101143e-06
[48,] 5.929953e-09 2.238051e-08 6.860062e-08 1.707755e-07 3.452727e-07
[49,] 1.034600e-09 3.671613e-09 1.058231e-08 2.477102e-08 4.709191e-08
[50,] 1.498210e-10 4.999459e-10 1.354917e-09 2.982233e-09 5.331013e-09
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.726608e-01 1.573140e-01 1.166589e-01 7.042852e-02 3.462627e-02
 [2,] 3.225437e-01 2.782601e-01 1.955353e-01 1.119800e-01 5.230618e-02
 [3,] 5.115833e-01 4.189731e-01 2.799597e-01 1.528323e-01 6.830868e-02
 [4,] 6.951411e-01 5.434233e-01 3.479804e-01 1.831271e-01 7.963663e-02
 [5,] 8.246162e-01 6.229169e-01 3.888930e-01 2.021472e-01 8.856248e-02
 [6,] 8.885492e-01 6.648822e-01 4.180259e-01 2.236469e-01 1.039269e-01
 [7,] 9.340445e-01 7.185116e-01 4.734534e-01 2.711299e-01 1.385125e-01
 [8,] 1.043563e+00 8.479438e-01 5.954769e-01 3.668053e-01 2.050345e-01
 [9,] 1.285149e+00 1.095660e+00 8.065751e-01 5.234434e-01 3.133342e-01
[10,] 1.679112e+00 1.466035e+00 1.106028e+00 7.423310e-01 4.674303e-01
[11,] 2.200646e+00 1.932789e+00 1.474317e+00 1.011785e+00 6.604913e-01
[12,] 2.797484e+00 2.448829e+00 1.873838e+00 1.303422e+00 8.723039e-01
[13,] 3.394708e+00 2.944222e+00 2.246043e+00 1.574246e+00 1.076827e+00
[14,] 3.889059e+00 3.325496e+00 2.519994e+00 1.781717e+00 1.256016e+00
[15,] 4.161331e+00 3.498670e+00 2.638752e+00 1.902122e+00 1.403734e+00
[16,] 4.122692e+00 3.413467e+00 2.586517e+00 1.934430e+00 1.513640e+00
[17,] 3.769167e+00 3.095588e+00 2.393377e+00 1.888054e+00 1.567387e+00
[18,] 3.196260e+00 2.636781e+00 2.114721e+00 1.770718e+00 1.539885e+00
[19,] 2.554041e+00 2.147508e+00 1.802788e+00 1.587522e+00 1.416695e+00
[20,] 1.973084e+00 1.706016e+00 1.489048e+00 1.348080e+00 1.208351e+00
[21,] 1.512261e+00 1.336467e+00 1.185732e+00 1.075113e+00 9.542524e-01
[22,] 1.158501e+00 1.025194e+00 9.017344e-01 8.075904e-01 7.124510e-01
[23,] 8.691007e-01 7.555131e-01 6.551411e-01 5.892630e-01 5.332735e-01
[24,] 6.172971e-01 5.284460e-01 4.666681e-01 4.442205e-01 4.303242e-01
[25,] 4.055396e-01 3.547941e-01 3.411182e-01 3.608319e-01 3.752345e-01
[26,] 2.466754e-01 2.359272e-01 2.605539e-01 3.033183e-01 3.246558e-01
[27,] 1.423737e-01 1.582952e-01 1.987702e-01 2.415363e-01 2.548414e-01
[28,] 8.019573e-02 1.044148e-01 1.407732e-01 1.701501e-01 1.727190e-01
[29,] 4.410857e-02 6.407956e-02 8.773372e-02 1.028584e-01 1.001383e-01
[30,] 2.292395e-02 3.502859e-02 4.747529e-02 5.463506e-02 5.375939e-02
[31,] 1.096777e-02 1.736670e-02 2.454651e-02 3.161945e-02 3.892073e-02
[32,] 5.330514e-03 1.000486e-02 1.842820e-02 3.302455e-02 5.483819e-02
[33,] 4.109241e-03 1.092162e-02 2.654424e-02 5.578331e-02 9.806349e-02
[34,] 5.967495e-03 1.806824e-02 4.550289e-02 9.403494e-02 1.585243e-01
[35,] 9.761360e-03 2.880484e-02 6.927371e-02 1.355019e-01 2.153919e-01
[36,] 1.398507e-02 3.900588e-02 8.839834e-02 1.627366e-01 2.433339e-01
[37,] 1.675863e-02 4.398258e-02 9.375431e-02 1.623129e-01 2.282230e-01
[38,] 1.668605e-02 4.118171e-02 8.254649e-02 1.343797e-01 1.776679e-01
[39,] 1.379147e-02 3.200613e-02 6.032476e-02 9.234164e-02 1.147992e-01
[40,] 9.461386e-03 2.064638e-02 3.659085e-02 5.266721e-02 6.156693e-02
[41,] 5.387390e-03 1.105435e-02 1.842162e-02 2.493224e-02 2.740528e-02
[42,] 2.546130e-03 4.912486e-03 7.697707e-03 9.796270e-03 1.012510e-02
[43,] 9.987597e-04 1.811955e-03 2.669767e-03 3.194761e-03 3.104865e-03
[44,] 3.251770e-04 5.547177e-04 7.685349e-04 8.647577e-04 7.902500e-04
[45,] 8.787329e-05 1.409532e-04 1.836251e-04 1.942803e-04 1.669416e-04
[46,] 1.970937e-05 2.972736e-05 3.641493e-05 3.622778e-05 2.927139e-05
[47,] 3.669154e-06 5.203737e-06 5.993826e-06 5.607021e-06 4.259900e-06
[48,] 5.669416e-07 7.560553e-07 8.188570e-07 7.202809e-07 5.145587e-07
[49,] 7.270899e-08 9.117359e-08 9.285158e-08 7.679780e-08 5.158786e-08
[50,] 7.739577e-09 9.125653e-09 8.738763e-09 6.796342e-09 4.292790e-09
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.387116e-02 4.531559e-03 1.209358e-03 2.647873e-04 4.820974e-05
 [2,] 1.995513e-02 6.233876e-03 1.604015e-03 3.456883e-04 6.585128e-05
 [3,] 2.509160e-02 7.634895e-03 1.963579e-03 4.523711e-04 1.078203e-04
 [4,] 2.891196e-02 8.965109e-03 2.515887e-03 7.270311e-04 2.512355e-04
 [5,] 3.347545e-02 1.149490e-02 3.984247e-03 1.577752e-03 7.108826e-04
 [6,] 4.365065e-02 1.791638e-02 7.960035e-03 3.929764e-03 1.963141e-03
 [7,] 6.657022e-02 3.269979e-02 1.732300e-02 9.454794e-03 4.826725e-03
 [8,] 1.108512e-01 6.208577e-02 3.616801e-02 2.041332e-02 1.034085e-02
 [9,] 1.850017e-01 1.125166e-01 6.848387e-02 3.885934e-02 1.942920e-02
[10,] 2.934266e-01 1.871147e-01 1.160472e-01 6.578871e-02 3.268528e-02
[11,] 4.316825e-01 2.832251e-01 1.779055e-01 1.013456e-01 5.054225e-02
[12,] 5.873465e-01 3.951946e-01 2.527040e-01 1.457566e-01 7.326908e-02
[13,] 7.487979e-01 5.200236e-01 3.402483e-01 1.986225e-01 9.996111e-02
[14,] 9.116941e-01 6.565125e-01 4.376315e-01 2.558296e-01 1.272452e-01
[15,] 1.071606e+00 7.953029e-01 5.330290e-01 3.078321e-01 1.497411e-01
[16,] 1.209931e+00 9.120669e-01 6.061978e-01 3.428142e-01 1.624791e-01
[17,] 1.292822e+00 9.752212e-01 6.373957e-01 3.520937e-01 1.628214e-01
[18,] 1.287852e+00 9.620958e-01 6.164537e-01 3.329799e-01 1.506395e-01
[19,] 1.183346e+00 8.704602e-01 5.467350e-01 2.894152e-01 1.284155e-01
[20,] 9.979717e-01 7.219902e-01 4.459982e-01 2.325717e-01 1.018284e-01
[21,] 7.785732e-01 5.580419e-01 3.429595e-01 1.786097e-01 7.833299e-02
[22,] 5.835435e-01 4.233758e-01 2.647568e-01 1.406113e-01 6.286445e-02
[23,] 4.531291e-01 3.414335e-01 2.206570e-01 1.201341e-01 5.453336e-02
[24,] 3.861244e-01 3.010473e-01 1.975958e-01 1.075846e-01 4.823143e-02
[25,] 3.464285e-01 2.699095e-01 1.738643e-01 9.183530e-02 3.963192e-02
[26,] 2.960210e-01 2.232328e-01 1.378037e-01 6.939307e-02 2.848280e-02
[27,] 2.234472e-01 1.605049e-01 9.409779e-02 4.505970e-02 1.771278e-02
[28,] 1.441982e-01 9.864079e-02 5.556717e-02 2.617027e-02 1.063304e-02
[29,] 8.082972e-02 5.499170e-02 3.270717e-02 1.796783e-02 9.552542e-03
[30,] 4.700297e-02 3.860152e-02 3.085036e-02 2.353525e-02 1.622030e-02
[31,] 4.666750e-02 5.266087e-02 5.281917e-02 4.504547e-02 3.186362e-02
[32,] 7.974680e-02 9.772463e-02 9.889083e-02 8.186157e-02 5.520512e-02
[33,] 1.418531e-01 1.675947e-01 1.611994e-01 1.260509e-01 8.008553e-02
[34,] 2.174476e-01 2.424352e-01 2.195942e-01 1.615646e-01 9.654652e-02
[35,] 2.781410e-01 2.917342e-01 2.485244e-01 1.719485e-01 9.662081e-02
[36,] 2.955117e-01 2.914692e-01 2.334816e-01 1.518983e-01 8.025889e-02
[37,] 2.606195e-01 2.417101e-01 1.820632e-01 1.113754e-01 5.533441e-02
[38,] 1.907760e-01 1.663711e-01 1.178342e-01 6.778037e-02 3.166474e-02
[39,] 1.159096e-01 9.504724e-02 6.329927e-02 3.423711e-02 1.503955e-02
[40,] 5.845126e-02 4.506917e-02 2.822308e-02 1.435386e-02 5.928872e-03
[41,] 2.446506e-02 1.773772e-02 1.044452e-02 4.994802e-03 1.939936e-03
[42,] 8.499184e-03 5.794211e-03 3.208121e-03 1.442602e-03 5.268431e-04
[43,] 2.450679e-03 1.570975e-03 8.178834e-04 3.458221e-04 1.187554e-04
[44,] 5.865079e-04 3.535269e-04 1.730654e-04 6.880776e-05 2.221794e-05
[45,] 1.165037e-04 6.603192e-05 3.039538e-05 1.136319e-05 3.450107e-06
[46,] 1.920809e-05 1.023680e-05 4.430815e-06 1.557551e-06 4.446723e-07
[47,] 2.628488e-06 1.317200e-06 5.360890e-07 1.771990e-07 4.756909e-08
[48,] 2.985432e-07 1.406756e-07 5.383561e-08 1.673246e-08 4.223661e-09
[49,] 2.814398e-08 1.246990e-08 4.487241e-09 1.311400e-09 3.112650e-10
[50,] 2.202133e-09 9.174587e-10 3.104337e-10 8.530812e-11 1.903931e-11

> 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  
  108.94862     -0.07127  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1meib1257347169.ps tmp/1meib1257347169.png")
> system("convert tmp/2ibld1257347169.ps tmp/2ibld1257347169.png")
> system("convert tmp/3o9io1257347169.ps tmp/3o9io1257347169.png")
> system("convert tmp/4qfne1257347169.ps tmp/4qfne1257347169.png")
> system("convert tmp/5yvw11257347169.ps tmp/5yvw11257347169.png")
> system("convert tmp/6234j1257347169.ps tmp/6234j1257347169.png")
> system("convert tmp/742nr1257347169.ps tmp/742nr1257347169.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.938   1.973   3.309