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

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

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

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

> z <- c(377.2,332.2,364.8,352.4,341.6,298.2,355.3,330.9,314.5,418.9,433.2,367,422.9,352.1,419.8,432.7,414.2,387.7,297.2,357.4,384.2,425.2,385.3,355.4,409.8,421.2,421.8,464.2,494,404.2,411.4,403.4,403.3,520.9,439.8,434.8,476.5,454.3,522,498.4,439.9,450.7,447.1,451.3,466.8,498,533.6,451.9,477.1,410.4,469.5,485.4,406.7,439.7,412.2,440.2,411.1,477.7,463.2,320.5)
> y <- c(156.4,143.1,148.9,134,118,125.3,138,114,109.9,151.5,129.1,121.7,126.1,114.3,124.7,111.9,120,119.5,137.8,105.4,135.4,182.5,129.6,147.5,128.9,119.7,149.4,136.6,118.6,121.4,138.9,109.5,131.7,160.3,138.1,136.7,126.6,138,152,137,134.9,154.4,145.2,133.1,169.6,159.3,124.9,138.1,162.5,136.6,148.1,142,137.9,152.5,182.8,135.3,141.8,151.7,140.6,128)
> x <- c(109.57,107.08,110.33,110.36,106.5,104.3,107.21,109.34,108.2,109.86,108.68,113.38,117.12,116.23,114.75,115.81,115.86,117.8,117.11,116.31,118.38,121.57,121.65,124.2,126.12,128.6,128.16,130.12,135.83,138.05,134.99,132.38,128.94,128.12,127.84,132.43,134.13,134.78,133.13,129.08,134.48,132.86,134.08,134.54,134.51,135.97,136.09,139.14,135.63,136.55,138.83,138.84,135.37,132.22,134.75,135.98,136.06,138.05,139.59,140.58)
> par7 = 'Invoer vanuit Japan'
> par6 = 'Uitvoer naar Japan'
> par5 = 'Wisselkoers : 1euro=...yen'
> 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/1xafm1226562750.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/2z03j1226562750.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/3adia1226562750.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/4i3wr1226562750.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/5ol0q1226562750.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  
    80.6445       0.4463  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6um7q1226562750.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]  93.56289  95.62563  97.68837  99.75111 101.81385 103.87658 105.93932
 [8] 108.00206 110.06480 112.12754 114.19028 116.25302 118.31576 120.37850
[15] 122.44124 124.50398 126.56672 128.62946 130.69219 132.75493 134.81767
[22] 136.88041 138.94315 141.00589 143.06863 145.13137 147.19411 149.25685
[29] 151.31959 153.38233 155.44507 157.50781 159.57054 161.63328 163.69602
[36] 165.75876 167.82150 169.88424 171.94698 174.00972 176.07246 178.13520
[43] 180.19794 182.26068 184.32342 186.38615 188.44889 190.51163 192.57437
[50] 194.63711

$yords
 [1] 260.0474 266.3883 272.7293 279.0702 285.4111 291.7520 298.0929 304.4339
 [9] 310.7748 317.1157 323.4566 329.7976 336.1385 342.4794 348.8203 355.1612
[17] 361.5022 367.8431 374.1840 380.5249 386.8659 393.2068 399.5477 405.8886
[25] 412.2295 418.5705 424.9114 431.2523 437.5932 443.9341 450.2751 456.6160
[33] 462.9569 469.2978 475.6388 481.9797 488.3206 494.6615 501.0024 507.3434
[41] 513.6843 520.0252 526.3661 532.7071 539.0480 545.3889 551.7298 558.0707
[49] 564.4117 570.7526

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 8.759374e-05 1.332423e-04 1.901003e-04 2.554584e-04 3.253797e-04
 [2,] 1.259805e-04 1.962702e-04 2.866179e-04 3.934865e-04 5.102366e-04
 [3,] 1.691229e-04 2.695094e-04 4.028001e-04 5.656000e-04 7.486092e-04
 [4,] 2.131132e-04 3.462501e-04 5.287400e-04 7.591873e-04 1.026901e-03
 [5,] 2.545734e-04 4.190818e-04 6.512301e-04 9.540868e-04 1.318256e-03
 [6,] 2.928536e-04 4.835101e-04 7.589095e-04 1.128864e-03 1.588871e-03
 [7,] 3.315514e-04 5.413353e-04 8.483144e-04 1.270022e-03 1.810100e-03
 [8,] 3.781244e-04 6.016453e-04 9.275842e-04 1.379903e-03 1.971677e-03
 [9,] 4.411101e-04 6.779831e-04 1.014863e-03 1.478331e-03 2.088966e-03
[10,] 5.258093e-04 7.821650e-04 1.130783e-03 1.595322e-03 2.198632e-03
[11,] 6.305102e-04 9.174430e-04 1.287875e-03 1.756957e-03 2.342616e-03
[12,] 7.455333e-04 1.074764e-03 1.482293e-03 1.971052e-03 2.547287e-03
[13,] 8.561197e-04 1.234754e-03 1.692863e-03 2.220592e-03 2.808611e-03
[14,] 9.479692e-04 1.374960e-03 1.888776e-03 2.469345e-03 3.092031e-03
[15,] 1.012414e-03 1.478556e-03 2.042118e-03 2.677177e-03 3.347756e-03
[16,] 1.048202e-03 1.539508e-03 2.138107e-03 2.816468e-03 3.532917e-03
[17,] 1.058931e-03 1.561239e-03 2.177136e-03 2.880082e-03 3.627630e-03
[18,] 1.048118e-03 1.550123e-03 2.167975e-03 2.876779e-03 3.635973e-03
[19,] 1.015459e-03 1.508630e-03 2.117447e-03 2.818294e-03 3.572983e-03
[20,] 9.569823e-04 1.433032e-03 2.024097e-03 2.707809e-03 3.448050e-03
[21,] 8.688813e-04 1.317190e-03 1.880201e-03 2.537960e-03 3.256861e-03
[22,] 7.522626e-04 1.159506e-03 1.680324e-03 2.299287e-03 2.987120e-03
[23,] 6.154833e-04 9.680800e-04 1.430076e-03 1.992559e-03 2.633127e-03
[24,] 4.725747e-04 7.605858e-04 1.148979e-03 1.636105e-03 2.208356e-03
[25,] 3.388199e-04 5.590826e-04 8.657063e-04 1.263347e-03 1.747399e-03
[26,] 2.260725e-04 3.829712e-04 6.088416e-04 9.123876e-04 1.296325e-03
[27,] 1.400715e-04 2.438240e-04 3.984325e-04 6.140082e-04 8.977335e-04
[28,] 8.047555e-05 1.440371e-04 2.421284e-04 3.841164e-04 5.787039e-04
[29,] 4.283595e-05 7.886827e-05 1.364678e-04 2.230466e-04 3.466370e-04
[30,] 2.111297e-05 4.000205e-05 7.128215e-05 1.201133e-04 1.927367e-04
[31,] 9.632708e-06 1.878687e-05 3.449186e-05 5.995849e-05 9.942974e-05
[32,] 4.067529e-06 8.168429e-06 1.545820e-05 2.774015e-05 4.758777e-05
[33,] 1.589511e-06 3.287842e-06 6.416610e-06 1.189613e-05 2.113554e-05
[34,] 5.748434e-07 1.225173e-06 2.467329e-06 4.730318e-06 8.716536e-06
[35,] 1.924080e-07 4.227436e-07 8.791917e-07 1.745266e-06 3.341970e-06
[36,] 5.961720e-08 1.351212e-07 2.905402e-07 5.983008e-07 1.194019e-06
[37,] 1.710775e-08 4.004308e-08 8.919484e-08 1.911689e-07 3.996490e-07
[38,] 4.551963e-09 1.102806e-08 2.555101e-08 5.738965e-08 1.270163e-07
[39,] 1.126819e-09 2.841319e-09 6.915476e-09 1.654455e-08 3.969061e-08
[40,] 2.621773e-10 6.983642e-10 1.831167e-09 4.843984e-09 1.318695e-08
[41,] 5.910341e-11 1.727931e-10 5.157976e-10 1.606160e-09 5.218437e-09
[42,] 1.396327e-11 4.819927e-11 1.756292e-10 6.680372e-10 2.572977e-09
[43,] 3.955351e-12 1.706918e-11 7.607741e-11 3.378321e-10 1.451157e-09
[44,] 1.447714e-12 7.496159e-12 3.798580e-11 1.838829e-10 8.387172e-10
[45,] 6.245986e-13 3.577651e-12 1.939075e-11 9.850127e-11 4.667464e-10
[46,] 2.785382e-13 1.683065e-12 9.498011e-12 4.990490e-11 2.437878e-10
[47,] 1.195506e-13 7.484251e-13 4.357138e-12 2.356792e-11 1.183982e-10
[48,] 4.807889e-14 3.100179e-13 1.856504e-12 1.032250e-11 5.328791e-11
[49,] 1.795762e-14 1.190512e-13 7.326773e-13 4.185778e-12 2.219927e-11
[50,] 6.211698e-15 4.231675e-14 2.675754e-13 1.570462e-12 8.556197e-12
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.962635e-04 4.664665e-04 5.369020e-04 6.098618e-04 6.863225e-04
 [2,] 6.291930e-04 7.445197e-04 8.543289e-04 9.604540e-04 1.065491e-03
 [3,] 9.387203e-04 1.123148e-03 1.293707e-03 1.448694e-03 1.590832e-03
 [4,] 1.313133e-03 1.595875e-03 1.856500e-03 2.084885e-03 2.279951e-03
 [5,] 1.721109e-03 2.131003e-03 2.515607e-03 2.850749e-03 3.125282e-03
 [6,] 2.116358e-03 2.672652e-03 3.211300e-03 3.689927e-03 4.080299e-03
 [7,] 2.451280e-03 3.153598e-03 3.860382e-03 4.510963e-03 5.055225e-03
 [8,] 2.695592e-03 3.517852e-03 4.379663e-03 5.207710e-03 5.930594e-03
 [9,] 2.851242e-03 3.743993e-03 4.716411e-03 5.693341e-03 6.589773e-03
[10,] 2.954491e-03 3.856938e-03 4.871622e-03 5.934397e-03 6.960126e-03
[11,] 3.061341e-03 3.919433e-03 4.902326e-03 5.967155e-03 7.043793e-03
[12,] 3.221562e-03 4.004656e-03 4.898370e-03 5.884843e-03 6.920280e-03
[13,] 3.454044e-03 4.162416e-03 4.943039e-03 5.798893e-03 6.715839e-03
[14,] 3.736933e-03 4.396499e-03 5.077019e-03 5.792343e-03 6.552512e-03
[15,] 4.018374e-03 4.665481e-03 5.284517e-03 5.888974e-03 6.501759e-03
[16,] 4.241741e-03 4.906011e-03 5.508081e-03 6.053297e-03 6.565488e-03
[17,] 4.370369e-03 5.064245e-03 5.681885e-03 6.218657e-03 6.691479e-03
[18,] 4.397450e-03 5.116643e-03 5.762761e-03 6.324606e-03 6.810419e-03
[19,] 4.336872e-03 5.069106e-03 5.741181e-03 6.340822e-03 6.870515e-03
[20,] 4.203603e-03 4.938375e-03 5.628863e-03 6.265837e-03 6.850260e-03
[21,] 3.998665e-03 4.731182e-03 5.435585e-03 6.106743e-03 6.746673e-03
[22,] 3.709267e-03 4.436754e-03 5.153880e-03 5.858340e-03 6.553281e-03
[23,] 3.323032e-03 4.037344e-03 4.762817e-03 5.498484e-03 6.247543e-03
[24,] 2.845288e-03 3.528152e-03 4.247239e-03 5.002956e-03 5.798310e-03
[25,] 2.307111e-03 2.931994e-03 3.617960e-03 4.368502e-03 5.188020e-03
[26,] 1.759001e-03 2.298782e-03 2.918711e-03 3.627472e-03 4.433547e-03
[27,] 1.254663e-03 1.690612e-03 2.215506e-03 2.844109e-03 3.591087e-03
[28,] 8.344538e-04 1.161771e-03 1.575384e-03 2.095038e-03 2.741684e-03
[29,] 5.164117e-04 7.442031e-04 1.046506e-03 1.445378e-03 1.965969e-03
[30,] 2.970376e-04 4.438118e-04 6.485024e-04 9.323922e-04 1.321496e-03
[31,] 1.587230e-04 2.462864e-04 3.747111e-04 5.621152e-04 8.321620e-04
[32,] 7.879466e-05 1.272033e-04 2.019503e-04 3.168461e-04 4.911102e-04
[33,] 3.635786e-05 6.119523e-05 1.016311e-04 1.671979e-04 2.720026e-04
[34,] 1.560964e-05 2.746350e-05 4.785313e-05 8.279500e-05 1.417484e-04
[35,] 6.247370e-06 1.152905e-05 2.115670e-05 3.864102e-05 6.984824e-05
[36,] 2.339509e-06 4.551646e-06 8.846061e-06 1.714801e-05 3.288594e-05
[37,] 8.266452e-07 1.710586e-06 3.554645e-06 7.380996e-06 1.514204e-05
[38,] 2.813725e-07 6.298773e-07 1.423886e-06 3.216854e-06 7.153362e-06
[39,] 9.694714e-08 2.418998e-07 6.103193e-07 1.529058e-06 3.733694e-06
[40,] 3.711788e-08 1.065949e-07 3.051736e-07 8.514932e-07 2.276496e-06
[41,] 1.732166e-08 5.706463e-08 1.820314e-07 5.529608e-07 1.583823e-06
[42,] 9.721661e-09 3.521273e-08 1.205768e-07 3.873575e-07 1.162821e-06
[43,] 5.917934e-09 2.267630e-08 8.120930e-08 2.710985e-07 8.425522e-07
[44,] 3.578834e-09 1.423604e-08 5.270320e-08 1.814539e-07 5.808466e-07
[45,] 2.058413e-09 8.440110e-09 3.216226e-08 1.138878e-07 3.747646e-07
[46,] 1.106544e-09 4.665626e-09 1.827349e-08 6.648652e-08 2.247521e-07
[47,] 5.523580e-10 2.393031e-09 9.628587e-09 3.598455e-08 1.249325e-07
[48,] 2.554110e-10 1.136704e-09 4.697849e-09 1.803234e-08 6.429436e-08
[49,] 1.093026e-10 4.996762e-10 2.121104e-09 8.361927e-09 3.061869e-08
[50,] 4.327538e-11 2.032098e-10 8.860127e-10 3.587403e-09 1.349046e-08
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 7.631459e-04 8.320721e-04 8.816590e-04 9.016373e-04 8.875273e-04
 [2,] 1.168514e-03 1.262161e-03 1.333438e-03 1.368541e-03 1.359371e-03
 [3,] 1.722054e-03 1.838296e-03 1.928006e-03 1.976132e-03 1.971814e-03
 [4,] 2.445023e-03 2.580842e-03 2.681016e-03 2.733528e-03 2.727991e-03
 [5,] 3.339306e-03 3.497175e-03 3.600236e-03 3.644608e-03 3.625840e-03
 [6,] 4.371804e-03 4.567297e-03 4.675045e-03 4.702815e-03 4.658164e-03
 [7,] 5.463689e-03 5.729231e-03 5.861490e-03 5.879173e-03 5.805652e-03
 [8,] 6.494869e-03 6.874447e-03 7.070998e-03 7.107963e-03 7.023265e-03
 [9,] 7.329851e-03 7.863396e-03 8.174497e-03 8.281072e-03 8.228279e-03
[10,] 7.860175e-03 8.562807e-03 9.029491e-03 9.262440e-03 9.302726e-03
[11,] 8.046421e-03 8.892849e-03 9.525174e-03 9.924918e-03 1.011839e-02
[12,] 7.938050e-03 8.862141e-03 9.627047e-03 1.019721e-02 1.057931e-02
[13,] 7.657542e-03 8.570313e-03 9.397448e-03 1.009800e-02 1.066289e-02
[14,] 7.353309e-03 8.172820e-03 8.977682e-03 9.736824e-03 1.043682e-02
[15,] 7.143320e-03 7.822839e-03 8.537057e-03 9.277047e-03 1.003907e-02
[16,] 7.076923e-03 7.618105e-03 8.212363e-03 8.876909e-03 9.628041e-03
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[47,] 1.362358e-05 9.563984e-06 6.915193e-06 5.080701e-06 3.709379e-06
[48,] 6.981615e-06 4.641589e-06 3.187540e-06 2.257465e-06 1.619338e-06
[49,] 3.529677e-06 2.232550e-06 1.447141e-06 9.735576e-07 6.751942e-07
[50,] 1.746605e-06 1.062510e-06 6.519861e-07 4.129855e-07 2.724268e-07

> 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  
    253.856        1.197  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7aw4v1226562750.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]  99.71792 100.64535 101.57278 102.50022 103.42765 104.35508 105.28251
 [8] 106.20994 107.13738 108.06481 108.99224 109.91967 110.84710 111.77453
[15] 112.70197 113.62940 114.55683 115.48426 116.41169 117.33913 118.26656
[22] 119.19399 120.12142 121.04885 121.97628 122.90372 123.83115 124.75858
[29] 125.68601 126.61344 127.54087 128.46831 129.39574 130.32317 131.25060
[36] 132.17803 133.10547 134.03290 134.96033 135.88776 136.81519 137.74262
[43] 138.67006 139.59749 140.52492 141.45235 142.37978 143.30722 144.23465
[50] 145.16208

$yords
 [1] 260.0474 266.3883 272.7293 279.0702 285.4111 291.7520 298.0929 304.4339
 [9] 310.7748 317.1157 323.4566 329.7976 336.1385 342.4794 348.8203 355.1612
[17] 361.5022 367.8431 374.1840 380.5249 386.8659 393.2068 399.5477 405.8886
[25] 412.2295 418.5705 424.9114 431.2523 437.5932 443.9341 450.2751 456.6160
[33] 462.9569 469.2978 475.6388 481.9797 488.3206 494.6615 501.0024 507.3434
[41] 513.6843 520.0252 526.3661 532.7071 539.0480 545.3889 551.7298 558.0707
[49] 564.4117 570.7526

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.029839e-03 2.528136e-03 2.854920e-03 2.951696e-03 2.832407e-03
 [2,] 2.525692e-03 3.426407e-03 4.204817e-03 4.706219e-03 4.860878e-03
 [3,] 2.728351e-03 4.029791e-03 5.374404e-03 6.516885e-03 7.256913e-03
 [4,] 2.578632e-03 4.143209e-03 6.002612e-03 7.886951e-03 9.477661e-03
 [5,] 2.150436e-03 3.754914e-03 5.905400e-03 8.405602e-03 1.090478e-02
 [6,] 1.594656e-03 3.023072e-03 5.157428e-03 7.949604e-03 1.113580e-02
 [7,] 1.057766e-03 2.174533e-03 4.022005e-03 6.712278e-03 1.015532e-02
 [8,] 6.328409e-04 1.403405e-03 2.810122e-03 5.076859e-03 8.300157e-03
 [9,] 3.562207e-04 8.235724e-04 1.767241e-03 3.447189e-03 6.089393e-03
[10,] 2.323104e-04 4.751620e-04 1.027523e-03 2.122260e-03 4.028116e-03
[11,] 2.642927e-04 3.624837e-04 6.308371e-04 1.248145e-03 2.458473e-03
[12,] 4.689064e-04 4.943960e-04 5.787623e-04 8.524356e-04 1.512955e-03
[13,] 8.567337e-04 8.915747e-04 8.833549e-04 9.267506e-04 1.185529e-03
[14,] 1.382454e-03 1.539294e-03 1.554157e-03 1.476916e-03 1.447539e-03
[15,] 1.909023e-03 2.315396e-03 2.514032e-03 2.473248e-03 2.282739e-03
[16,] 2.242177e-03 2.974953e-03 3.520554e-03 3.731484e-03 3.587214e-03
[17,] 2.236937e-03 3.250887e-03 4.208903e-03 4.862471e-03 5.036554e-03
[18,] 1.895123e-03 3.018105e-03 4.280722e-03 5.411406e-03 6.109146e-03
[19,] 1.363400e-03 2.380107e-03 3.700620e-03 5.127104e-03 6.336530e-03
[20,] 8.330525e-04 1.594586e-03 2.719179e-03 4.132942e-03 5.603805e-03
[21,] 4.324121e-04 9.079050e-04 1.698994e-03 2.835531e-03 4.224673e-03
[22,] 1.907551e-04 4.395649e-04 9.033983e-04 1.657468e-03 2.718264e-03
[23,] 7.156066e-05 1.811235e-04 4.092905e-04 8.268388e-04 1.496027e-03
[24,] 2.285035e-05 6.360052e-05 1.582840e-04 3.528906e-04 7.065933e-04
[25,] 6.219217e-06 1.906867e-05 5.238961e-05 1.293128e-04 2.877207e-04
[26,] 1.445995e-06 4.895934e-06 1.489885e-05 4.088898e-05 1.016307e-04
[27,] 2.889108e-07 1.082270e-06 3.663767e-06 1.124212e-05 3.141254e-05
[28,] 5.428763e-08 2.110347e-07 7.912479e-07 2.728963e-06 8.629177e-06
[29,] 3.584200e-08 5.516188e-08 1.673265e-07 6.172751e-07 2.200807e-06
[30,] 1.514073e-07 1.157246e-07 1.040327e-07 1.887777e-07 6.171632e-07
[31,] 6.826539e-07 5.430726e-07 3.933938e-07 2.942415e-07 3.638472e-07
[32,] 2.633797e-06 2.288155e-06 1.774201e-06 1.247695e-06 8.806771e-07
[33,] 8.629799e-06 8.211566e-06 6.957219e-06 5.261410e-06 3.609344e-06
[34,] 2.400300e-05 2.502456e-05 2.322145e-05 1.918740e-05 1.415490e-05
[35,] 5.667001e-05 6.473729e-05 6.581878e-05 5.956228e-05 4.799772e-05
[36,] 1.135692e-04 1.421565e-04 1.583660e-04 1.570188e-04 1.385711e-04
[37,] 1.931909e-04 2.649710e-04 3.234433e-04 3.513881e-04 3.397595e-04
[38,] 2.789530e-04 4.192264e-04 5.607304e-04 6.674943e-04 7.071805e-04
[39,] 3.418959e-04 5.630116e-04 8.251418e-04 1.076286e-03 1.249438e-03
[40,] 3.556930e-04 6.418072e-04 1.030675e-03 1.473081e-03 1.873783e-03
[41,] 3.141052e-04 6.210267e-04 1.092781e-03 1.711370e-03 2.385297e-03
[42,] 2.354472e-04 5.100755e-04 9.834749e-04 1.687640e-03 2.577414e-03
[43,] 1.498064e-04 3.556126e-04 7.512972e-04 1.412648e-03 2.363983e-03
[44,] 8.090691e-05 2.104448e-04 4.871680e-04 1.003707e-03 1.840446e-03
[45,] 3.709022e-05 1.057104e-04 2.681416e-04 6.053384e-04 1.216242e-03
[46,] 1.443284e-05 4.507294e-05 1.252761e-04 3.098903e-04 6.822378e-04
[47,] 4.767189e-06 1.631295e-05 4.968102e-05 1.346593e-04 3.248403e-04
[48,] 1.336569e-06 5.011497e-06 1.672366e-05 4.966872e-05 1.312872e-04
[49,] 3.180822e-07 1.306836e-06 4.778492e-06 1.555064e-05 4.503950e-05
[50,] 6.425477e-08 2.892631e-07 1.158961e-06 4.132680e-06 1.311545e-05
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.565403e-03 2.230154e-03 1.881275e-03 1.540826e-03 1.213917e-03
 [2,] 4.704111e-03 4.336846e-03 3.860491e-03 3.335026e-03 2.781959e-03
 [3,] 7.521100e-03 7.369722e-03 6.928630e-03 6.305192e-03 5.551399e-03
 [4,] 1.053748e-02 1.099588e-02 1.093075e-02 1.047040e-02 9.702008e-03
 [5,] 1.302140e-02 1.449372e-02 1.525370e-02 1.537596e-02 1.495760e-02
 [6,] 1.429327e-02 1.699437e-02 1.896292e-02 2.012291e-02 2.051549e-02
 [7,] 1.402363e-02 1.783843e-02 2.114332e-02 2.365046e-02 2.525753e-02
 [8,] 1.234560e-02 1.683275e-02 2.124591e-02 2.511302e-02 2.812991e-02
 [9,] 9.766301e-03 1.430246e-02 1.928069e-02 2.416764e-02 2.848353e-02
[10,] 6.959605e-03 1.095930e-02 1.581892e-02 2.110385e-02 2.628085e-02
[11,] 4.524793e-03 7.636316e-03 1.180128e-02 1.678806e-02 2.216287e-02
[12,] 2.807448e-03 4.978211e-03 8.173939e-03 1.236129e-02 1.728981e-02
[13,] 1.880634e-03 3.256325e-03 5.518583e-03 8.756176e-03 1.287887e-02
[14,] 1.681033e-03 2.430500e-03 3.932292e-03 6.337773e-03 9.649756e-03
[15,] 2.152879e-03 2.370613e-03 3.229491e-03 4.950265e-03 7.607420e-03
[16,] 3.241919e-03 3.000774e-03 3.237613e-03 4.287216e-03 6.341372e-03
[17,] 4.743410e-03 4.223660e-03 3.889965e-03 4.202417e-03 5.525024e-03
[18,] 6.194210e-03 5.732942e-03 5.060557e-03 4.688029e-03 5.140203e-03
[19,] 7.003993e-03 6.972488e-03 6.372730e-03 5.619884e-03 5.289338e-03
[20,] 6.789252e-03 7.376414e-03 7.251331e-03 6.599423e-03 5.877609e-03
[21,] 5.627818e-03 6.721016e-03 7.233354e-03 7.096379e-03 6.519239e-03
[22,] 3.992448e-03 5.266147e-03 6.265003e-03 6.771945e-03 6.745146e-03
[23,] 2.430384e-03 3.557043e-03 4.711226e-03 5.681512e-03 6.294390e-03
[24,] 1.274850e-03 2.081164e-03 3.089276e-03 4.193275e-03 5.237599e-03
[25,] 5.794754e-04 1.061476e-03 1.777429e-03 2.733709e-03 3.877165e-03
[26,] 2.298718e-04 4.754680e-04 9.032814e-04 1.580954e-03 2.552587e-03
[27,] 8.031129e-05 1.886489e-04 4.082005e-04 8.141463e-04 1.494738e-03
[28,] 2.508403e-05 6.716986e-05 1.657082e-04 3.759097e-04 7.815885e-04
[29,] 7.278310e-06 2.218370e-05 6.212277e-05 1.592509e-04 3.722062e-04
[30,] 2.215870e-06 7.507633e-06 2.338459e-05 6.649237e-05 1.718564e-04
[31,] 9.586967e-07 3.223972e-06 1.054129e-05 3.182297e-05 8.777726e-05
[32,] 9.395025e-07 2.125093e-06 6.518453e-06 1.983550e-05 5.609582e-05
[33,] 2.479108e-06 2.519962e-06 5.295119e-06 1.513403e-05 4.308650e-05
[34,] 9.484340e-06 6.393554e-06 6.396360e-06 1.295227e-05 3.515555e-05
[35,] 3.454399e-05 2.262018e-05 1.501839e-05 1.497016e-05 2.964324e-05
[36,] 1.089054e-04 7.647031e-05 4.895859e-05 3.208798e-05 3.206889e-05
[37,] 2.924104e-04 2.241311e-04 1.535568e-04 9.616202e-05 6.234193e-05
[38,] 6.668218e-04 5.596700e-04 4.183887e-04 2.797081e-04 1.714110e-04
[39,] 1.290896e-03 1.187042e-03 9.716067e-04 7.084079e-04 4.621746e-04
[40,] 2.121290e-03 2.137325e-03 1.916640e-03 1.529919e-03 1.087963e-03
[41,] 2.958889e-03 3.266655e-03 3.209724e-03 2.806940e-03 2.185074e-03
[42,] 3.503291e-03 4.237954e-03 4.562726e-03 4.372027e-03 3.728585e-03
[43,] 3.520807e-03 4.666895e-03 5.505562e-03 5.780475e-03 5.401520e-03
[44,] 3.003494e-03 4.362328e-03 5.638943e-03 6.487316e-03 6.642333e-03
[45,] 2.174852e-03 3.461204e-03 4.902441e-03 6.179957e-03 6.933402e-03
[46,] 1.336753e-03 2.331066e-03 3.617808e-03 4.997173e-03 6.143149e-03
[47,] 6.974148e-04 1.332601e-03 2.266194e-03 3.429903e-03 4.620132e-03
[48,] 3.088514e-04 6.466429e-04 1.204945e-03 1.998287e-03 2.949417e-03
[49,] 1.160985e-04 2.663467e-04 5.438209e-04 9.882169e-04 1.598220e-03
[50,] 3.704434e-05 9.312118e-05 2.083353e-04 4.148252e-04 7.351147e-04
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 9.073295e-04 0.0006359353 0.0004166458 0.0002591753 0.0001617273
 [2,] 2.214312e-03 0.0016604259 0.0011637113 0.0007649404 0.0004848867
 [3,] 4.687820e-03 0.0037503848 0.0028132162 0.0019718906 0.0013064206
 [4,] 8.655638e-03 0.0073582510 0.0058945106 0.0044174357 0.0031029760
 [5,] 1.403773e-02 0.0126181946 0.0107508870 0.0086033820 0.0064432859
 [6,] 2.017298e-02 0.0190691826 0.0171862431 0.0146294890 0.0116839263
 [7,] 2.594311e-02 0.0256550520 0.0243056536 0.0218821409 0.0185748315
 [8,] 3.014831e-02 0.0310673350 0.0307542398 0.0290868275 0.0260930609
 [9,] 3.189922e-02 0.0342070775 0.0352288366 0.0347792087 0.0327456210
[10,] 3.086698e-02 0.0345011676 0.0369149006 0.0378743783 0.0371877278
[11,] 2.740761e-02 0.0320405238 0.0356694926 0.0379799386 0.0387219704
[12,] 2.253847e-02 0.0276154521 0.0320488019 0.0354309651 0.0374363449
[13,] 1.761099e-02 0.0225461153 0.0272270247 0.0312097745 0.0341077458
[14,] 1.369545e-02 0.0181555880 0.0226316194 0.0267102239 0.0300072581
[15,] 1.108690e-02 0.0151021807 0.0192669507 0.0231820858 0.0264923005
[16,] 9.374038e-03 0.0131267865 0.0171747477 0.0210484142 0.0243456569
[17,] 8.002657e-03 0.0114913312 0.0155765660 0.0196908302 0.0232828294
[18,] 6.786454e-03 0.0097085118 0.0136426312 0.0180318018 0.0221883153
[19,] 5.932294e-03 0.0078959803 0.0111927458 0.0154574588 0.0200284286
[20,] 5.675237e-03 0.0065275500 0.0087398482 0.0122632399 0.0166648990
[21,] 5.948787e-03 0.0059381556 0.0069762105 0.0093220857 0.0128848369
[22,] 6.373741e-03 0.0060462919 0.0062474821 0.0074115322 0.0097620690
[23,] 6.501122e-03 0.0064298506 0.0063830040 0.0067723374 0.0079904803
[24,] 6.066156e-03 0.0065895577 0.0068525889 0.0070728337 0.0076096988
[25,] 5.086942e-03 0.0061963057 0.0070570389 0.0076359971 0.0080933115
[26,] 3.801127e-03 0.0052173295 0.0066085656 0.0077749346 0.0086368272
[27,] 2.519693e-03 0.0038898469 0.0054942168 0.0071201031 0.0085469840
[28,] 1.484020e-03 0.0025654871 0.0040330089 0.0057754986 0.0075842586
[29,] 7.903055e-04 0.0015206823 0.0026496614 0.0041879847 0.0060367498
[30,] 4.024607e-04 0.0008523064 0.0016316091 0.0028281628 0.0044585446
[31,] 2.202432e-04 0.0005013493 0.0010341482 0.0019341695 0.0032896221
[32,] 1.456576e-04 0.0003457393 0.0007482428 0.0014747191 0.0026488615
[33,] 1.142402e-04 0.0002787687 0.0006236920 0.0012764439 0.0023870568
[34,] 9.479491e-05 0.0002379686 0.0005500677 0.0011670128 0.0022679209
[35,] 7.712884e-05 0.0001983988 0.0004746264 0.0010454416 0.0021144783
[36,] 6.250184e-05 0.0001565959 0.0003856730 0.0008822208 0.0018576836
[37,] 6.273626e-05 0.0001207648 0.0002920952 0.0006902345 0.0015126156
[38,] 1.101426e-04 0.0001119900 0.0002133666 0.0004990635 0.0011332289
[39,] 2.773068e-04 0.0001769827 0.0001823494 0.0003443107 0.0007798350
[40,] 6.927536e-04 0.0004071943 0.0002586944 0.0002707632 0.0005070684
[41,] 1.515558e-03 0.0009419549 0.0005427488 0.0003440420 0.0003665588
[42,] 2.830633e-03 0.0019149660 0.0011618998 0.0006567401 0.0004163845
[43,] 4.492348e-03 0.0033259932 0.0021947284 0.0013001808 0.0007214932
[44,] 6.052952e-03 0.0049093164 0.0035447012 0.0022815694 0.0013199159
[45,] 6.923022e-03 0.0061522854 0.0048661686 0.0034265630 0.0021514036
[46,] 6.721182e-03 0.0065446844 0.0056718373 0.0043749366 0.0030044093
[47,] 5.538787e-03 0.0059096653 0.0056117680 0.0047427376 0.0035675902
[48,] 3.874380e-03 0.0045295619 0.0047130070 0.0043644415 0.0035970999
[49,] 2.300427e-03 0.0029469187 0.0033598178 0.0034091905 0.0030787586
[50,] 1.159399e-03 0.0016274158 0.0020330681 0.0022604408 0.0022367753
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 0.0001130924 9.778857e-05 0.0001005295 0.0001086362 0.0001130314
 [2,] 0.0003190896 2.443425e-04 0.0002294758 0.0002439661 0.0002626306
 [3,] 0.0008531577 6.004384e-04 0.0005032263 0.0005030819 0.0005434079
 [4,] 0.0020861482 1.420863e-03 0.0010795371 0.0009806125 0.0010220747
 [5,] 0.0045527683 3.132724e-03 0.0022510550 0.0018501504 0.0017924046
 [6,] 0.0087595178 6.259033e-03 0.0044493422 0.0034005853 0.0030056024
 [7,] 0.0148097391 1.114788e-02 0.0081073318 0.0060058107 0.0048949142
 [8,] 0.0220727549 1.759521e-02 0.0133543049 0.0099540615 0.0077318049
 [9,] 0.0292329781 2.465834e-02 0.0197089965 0.0151643995 0.0116623536
[10,] 0.0348015984 3.092284e-02 0.0260691407 0.0209912172 0.0164813792
[11,] 0.0377514048 3.511580e-02 0.0311260285 0.0263538886 0.0215322590
[12,] 0.0378527272 3.663543e-02 0.0339527842 0.0301882300 0.0258893160
[13,] 0.0356408424 3.569596e-02 0.0343644714 0.0319207193 0.0287503767
[14,] 0.0322142373 3.316770e-02 0.0329095383 0.0316746162 0.0297875874
[15,] 0.0289162065 3.029078e-02 0.0306373073 0.0301850103 0.0292815559
[16,] 0.0267875272 2.823815e-02 0.0287367752 0.0285313996 0.0280324005
[17,] 0.0259542842 2.751855e-02 0.0280116256 0.0276996355 0.0270550386
[18,] 0.0255003031 2.758683e-02 0.0283596636 0.0280248421 0.0270558293
[19,] 0.0241418759 2.716027e-02 0.0287360447 0.0288736269 0.0279186625
[20,] 0.0212284937 2.516633e-02 0.0278551506 0.0289983304 0.0286806024
[21,] 0.0172001041 2.154249e-02 0.0251471797 0.0274443355 0.0282088963
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[10,] 1.380372e-04 4.968475e-05 1.594796e-05 4.562188e-06 1.162628e-06
[11,] 2.894484e-04 1.137903e-04 3.993233e-05 1.249772e-05 3.486139e-06
[12,] 5.178788e-04 2.220116e-04 8.508387e-05 2.911077e-05 8.883426e-06
[13,] 7.927159e-04 3.696881e-04 1.544641e-04 5.770655e-05 1.924916e-05
[14,] 1.042510e-03 5.269225e-04 2.394034e-04 9.748478e-05 3.550126e-05
[15,] 1.186786e-03 6.460404e-04 3.178227e-04 1.406518e-04 5.581097e-05
[16,] 1.187524e-03 6.879506e-04 3.636121e-04 1.739977e-04 7.497838e-05
[17,] 1.081501e-03 6.501644e-04 3.632402e-04 1.860351e-04 8.650033e-05
[18,] 9.667098e-04 5.738105e-04 3.270570e-04 1.751974e-04 8.665831e-05
[19,] 9.508751e-04 5.233058e-04 2.858083e-04 1.524648e-04 7.760760e-05
[20,] 1.092852e-03 5.525123e-04 2.750328e-04 1.363941e-04 6.702663e-05
[21,] 1.370027e-03 6.785772e-04 3.190267e-04 1.453444e-04 6.536566e-05
[22,] 1.696583e-03 8.816425e-04 4.271435e-04 1.951444e-04 8.522949e-05
[23,] 1.992554e-03 1.137862e-03 6.106211e-04 3.096786e-04 1.489764e-04
[24,] 2.261758e-03 1.469151e-03 9.149680e-04 5.451314e-04 3.083654e-04
[25,] 2.615887e-03 1.967892e-03 1.441084e-03 1.011689e-03 6.688411e-04
[26,] 3.218396e-03 2.762895e-03 2.319820e-03 1.858687e-03 1.390413e-03
[27,] 4.186666e-03 3.942145e-03 3.637293e-03 3.201678e-03 2.629585e-03
[28,] 5.518647e-03 5.488962e-03 5.363224e-03 5.027492e-03 4.428155e-03
[29,] 7.085837e-03 7.272068e-03 7.343432e-03 7.161891e-03 6.631533e-03
[30,] 8.702013e-03 9.086474e-03 9.356334e-03 9.342223e-03 8.934887e-03
[31,] 1.025195e-02 1.073364e-02 1.118350e-02 1.133125e-02 1.104313e-02
[32,] 1.182305e-02 1.213803e-02 1.267536e-02 1.297941e-02 1.280224e-02
[33,] 1.376071e-02 1.346509e-02 1.383596e-02 1.423646e-02 1.419610e-02
[34,] 1.662110e-02 1.516900e-02 1.491638e-02 1.518510e-02 1.527199e-02
[35,] 2.103761e-02 1.791576e-02 1.644274e-02 1.611134e-02 1.613013e-02
[36,] 2.745071e-02 2.234427e-02 1.908864e-02 1.751920e-02 1.699787e-02
[37,] 3.566470e-02 2.864730e-02 2.333690e-02 1.996298e-02 1.825507e-02
[38,] 4.449405e-02 3.613889e-02 2.901597e-02 2.366639e-02 2.025815e-02
[39,] 5.198663e-02 4.323332e-02 3.505192e-02 2.813734e-02 2.298777e-02
[40,] 5.630925e-02 4.810368e-02 3.982092e-02 3.218216e-02 2.581568e-02
[41,] 5.665071e-02 4.962362e-02 4.200291e-02 3.449880e-02 2.772932e-02
[42,] 5.340215e-02 4.780708e-02 4.124952e-02 3.443264e-02 2.794822e-02
[43,] 4.760626e-02 4.345537e-02 3.810753e-02 3.222140e-02 2.639138e-02
[44,] 4.030857e-02 3.750750e-02 3.341921e-02 2.858147e-02 2.356625e-02
[45,] 3.230862e-02 3.070257e-02 2.786390e-02 2.416446e-02 2.008294e-02
[46,] 2.426664e-02 2.363659e-02 2.193700e-02 1.938966e-02 1.633592e-02
[47,] 1.683922e-02 1.690142e-02 1.611710e-02 1.459807e-02 1.255778e-02
[48,] 1.063412e-02 1.107103e-02 1.090713e-02 1.017475e-02 8.991358e-03
[49,] 6.027981e-03 6.554706e-03 6.714369e-03 6.484950e-03 5.915394e-03
[50,] 3.033335e-03 3.465867e-03 3.716451e-03 3.738855e-03 3.537228e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 3.770939e-15 3.349888e-16 2.648506e-17 1.863643e-18 1.167115e-19
 [2,] 5.403881e-14 5.260017e-15 4.556803e-16 3.513382e-17 2.410908e-18
 [3,] 6.573384e-13 7.010812e-14 6.654905e-15 5.622237e-16 4.227345e-17
 [4,] 6.787389e-12 7.931876e-13 8.249871e-14 7.636857e-15 6.291803e-16
 [5,] 5.949153e-11 7.617565e-12 8.681222e-13 8.805332e-14 7.948886e-15
 [6,] 4.426450e-10 6.210049e-11 7.754376e-12 8.617965e-13 8.524371e-14
 [7,] 2.795880e-09 4.297565e-10 5.879655e-11 7.159721e-12 7.759724e-13
 [8,] 1.499228e-08 2.524730e-09 3.784489e-10 5.049263e-11 5.996031e-12
 [9,] 6.825545e-08 1.259202e-08 2.067896e-09 3.022810e-10 3.932984e-11
[10,] 2.638637e-07 5.332124e-08 9.592707e-09 1.536250e-09 2.189944e-10
[11,] 8.663102e-07 1.917270e-07 3.778171e-08 6.628364e-09 1.035174e-09
[12,] 2.416230e-06 5.854997e-07 1.263590e-07 2.428191e-08 4.154228e-09
[13,] 5.727370e-06 1.518988e-06 3.589220e-07 7.553524e-08 1.415479e-08
[14,] 1.154520e-05 3.349318e-06 8.661501e-07 1.995701e-07 4.095559e-08
[15,] 1.981122e-05 6.280971e-06 1.776582e-06 4.479781e-07 1.006498e-07
[16,] 2.898704e-05 1.002863e-05 3.099520e-06 8.547650e-07 2.101582e-07
[17,] 3.627461e-05 1.365968e-05 4.605334e-06 1.387455e-06 3.730333e-07
[18,] 3.908158e-05 1.593457e-05 5.841651e-06 1.918797e-06 5.634223e-07
[19,] 3.687102e-05 1.607803e-05 6.362707e-06 2.268777e-06 7.256663e-07
[20,] 3.198778e-05 1.446020e-05 6.060467e-06 2.319347e-06 8.026020e-07
[21,] 2.920744e-05 1.283254e-05 5.423847e-06 2.154078e-06 7.887746e-07
[22,] 3.603453e-05 1.484299e-05 5.938393e-06 2.281285e-06 8.285746e-07
[23,] 6.798982e-05 2.932627e-05 1.187881e-05 4.486415e-06 1.570091e-06
[24,] 1.637609e-04 8.065912e-05 3.645057e-05 1.498719e-05 5.573824e-06
[25,] 4.096082e-04 2.293725e-04 1.163625e-04 5.314754e-05 2.176761e-05
[26,] 9.551098e-04 5.955988e-04 3.346599e-04 1.686406e-04 7.599194e-05
[27,] 1.982221e-03 1.356002e-03 8.356191e-04 4.617146e-04 2.280881e-04
[28,] 3.603102e-03 2.674207e-03 1.794427e-03 1.082219e-03 5.844265e-04
[29,] 5.735780e-03 4.568522e-03 3.313531e-03 2.170835e-03 1.277637e-03
[30,] 8.080588e-03 6.815298e-03 5.290834e-03 3.740132e-03 2.388478e-03
[31,] 1.026966e-02 9.021158e-03 7.392439e-03 5.580326e-03 3.838971e-03
[32,] 1.208355e-02 1.086253e-02 9.226717e-03 7.321894e-03 5.361882e-03
[33,] 1.353144e-02 1.228962e-02 1.061668e-02 8.675255e-03 6.639042e-03
[34,] 1.473369e-02 1.348875e-02 1.171261e-02 9.657996e-03 7.542743e-03
[35,] 1.576663e-02 1.464522e-02 1.281153e-02 1.056982e-02 8.257997e-03
[36,] 1.665057e-02 1.575958e-02 1.405110e-02 1.170443e-02 9.130245e-03
[37,] 1.746803e-02 1.669215e-02 1.527190e-02 1.305722e-02 1.034638e-02
[38,] 1.842337e-02 1.735210e-02 1.615764e-02 1.429016e-02 1.172791e-02
[39,] 1.968935e-02 1.779665e-02 1.649010e-02 1.496618e-02 1.281072e-02
[40,] 2.112899e-02 1.811128e-02 1.627040e-02 1.483591e-02 1.313618e-02
[41,] 2.220512e-02 1.820417e-02 1.561841e-02 1.394825e-02 1.252318e-02
[42,] 2.228034e-02 1.778676e-02 1.460150e-02 1.253904e-02 1.113373e-02
[43,] 2.107884e-02 1.661761e-02 1.320620e-02 1.085114e-02 9.325412e-03
[44,] 1.884739e-02 1.475086e-02 1.146675e-02 9.058827e-03 7.446383e-03
[45,] 1.608051e-02 1.250350e-02 9.552569e-03 7.302728e-03 5.727521e-03
[46,] 1.316039e-02 1.020128e-02 7.685063e-03 5.712619e-03 4.284630e-03
[47,] 1.026865e-02 8.007534e-03 5.996837e-03 4.365832e-03 3.149228e-03
[48,] 7.526851e-03 5.972445e-03 4.505881e-03 3.256814e-03 2.287548e-03
[49,] 5.100227e-03 4.155815e-03 3.200854e-03 2.336719e-03 1.629691e-03
[50,] 3.154459e-03 2.654147e-03 2.106050e-03 1.575471e-03 1.113584e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 6.505095e-21 3.226874e-22 1.424619e-23 5.597621e-25 1.957475e-26
 [2,] 1.472398e-19 8.003106e-21 3.871511e-22 1.666828e-23 6.386887e-25
 [3,] 2.828892e-18 1.684824e-19 8.930617e-21 4.213054e-22 1.768890e-23
 [4,] 4.613463e-17 3.010711e-18 1.748641e-19 9.039018e-21 4.158439e-22
 [5,] 6.386457e-16 4.566729e-17 2.906303e-18 1.646137e-19 8.298126e-21
 [6,] 7.504399e-15 5.879805e-16 4.100167e-17 2.544664e-18 1.405559e-19
 [7,] 7.485082e-14 6.426036e-15 4.910021e-16 3.338991e-17 2.020867e-18
 [8,] 6.337329e-13 5.961413e-14 4.991014e-15 3.718966e-16 2.466309e-17
 [9,] 4.554593e-12 4.694443e-13 4.306453e-14 3.516027e-15 2.554929e-16
[10,] 2.778655e-11 3.138003e-12 3.154134e-13 2.821684e-14 2.246641e-15
[11,] 1.439041e-10 1.780595e-11 1.960990e-12 1.922180e-13 1.676930e-14
[12,] 6.326794e-10 8.576932e-11 1.034937e-11 1.111515e-12 1.062493e-13
[13,] 2.361528e-09 3.507295e-10 4.636700e-11 5.456084e-12 5.714439e-13
[14,] 7.484162e-09 1.217629e-09 1.763517e-10 2.273549e-11 2.608954e-12
[15,] 2.014176e-08 3.589242e-09 5.694501e-10 8.042771e-11 1.011156e-11
[16,] 4.604187e-08 8.984672e-09 1.561284e-09 2.415547e-10 3.326981e-11
[17,] 8.942652e-08 1.910374e-08 3.635211e-09 6.160019e-10 9.293840e-11
[18,] 1.476753e-07 3.451668e-08 7.189802e-09 1.334089e-09 2.204482e-10
[19,] 2.076180e-07 5.304115e-08 1.208630e-08 2.454655e-09 4.441170e-10
[20,] 2.496290e-07 6.952838e-08 1.730338e-08 3.842370e-09 7.606534e-10
[21,] 2.628555e-07 7.905768e-08 2.135038e-08 5.160964e-09 1.114465e-09
[22,] 2.802591e-07 8.718750e-08 2.471437e-08 6.340480e-09 1.465220e-09
[23,] 5.067895e-07 1.503994e-07 4.094998e-08 1.021144e-08 2.327701e-09
[24,] 1.868085e-06 5.631041e-07 1.525611e-07 3.716424e-08 8.149885e-09
[25,] 7.974553e-06 2.609226e-06 7.618241e-07 1.984081e-07 4.608880e-08
[26,] 3.056651e-05 1.096290e-05 3.503654e-06 9.973872e-07 2.528475e-07
[27,] 1.005604e-04 3.952560e-05 1.384115e-05 4.316537e-06 1.198573e-06
[28,] 2.819342e-04 1.213216e-04 4.652815e-05 1.589445e-05 4.834871e-06
[29,] 6.731220e-04 3.167481e-04 1.329432e-04 4.972556e-05 1.656646e-05
[30,] 1.370432e-03 7.039547e-04 3.229973e-04 1.321923e-04 4.821586e-05
[31,] 2.387444e-03 1.334640e-03 6.681733e-04 2.988647e-04 1.192543e-04
[32,] 3.584108e-03 2.168378e-03 1.180247e-03 5.756438e-04 2.509326e-04
[33,] 4.701901e-03 3.047202e-03 1.790847e-03 9.481852e-04 4.502661e-04
[34,] 5.535384e-03 3.774578e-03 2.364122e-03 1.346733e-03 6.926128e-04
[35,] 6.115388e-03 4.271633e-03 2.787159e-03 1.679168e-03 9.241165e-04
[36,] 6.712493e-03 4.673306e-03 3.078850e-03 1.906267e-03 1.097309e-03
[37,] 7.614546e-03 5.244186e-03 3.407101e-03 2.096808e-03 1.219447e-03
[38,] 8.853767e-03 6.155018e-03 3.968495e-03 2.396415e-03 1.366825e-03
[39,] 1.011513e-02 7.299556e-03 4.812563e-03 2.915053e-03 1.637722e-03
[40,] 1.090154e-02 8.303987e-03 5.751272e-03 3.615346e-03 2.070173e-03
[41,] 1.082993e-02 8.729035e-03 6.431224e-03 4.291039e-03 2.585673e-03
[42,] 9.847788e-03 8.326242e-03 6.527990e-03 4.662118e-03 3.006093e-03
[43,] 8.231991e-03 7.175223e-03 5.935865e-03 4.532491e-03 3.143133e-03
[44,] 6.401654e-03 5.616105e-03 4.824039e-03 3.906790e-03 2.908002e-03
[45,] 4.707127e-03 4.045539e-03 3.524915e-03 2.983107e-03 2.365667e-03
[46,] 3.332083e-03 2.735955e-03 2.348610e-03 2.030607e-03 1.692372e-03
[47,] 2.312655e-03 1.781314e-03 1.460028e-03 1.250395e-03 1.071595e-03
[48,] 1.598028e-03 1.147043e-03 8.741060e-04 7.144367e-04 6.096021e-04
[49,] 1.103409e-03 7.454491e-04 5.222709e-04 3.933434e-04 3.202060e-04
[50,] 7.496392e-04 4.891437e-04 3.193064e-04 2.181137e-04 1.621755e-04

> 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  
     -3.396        3.346  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1xafm1226562750.ps tmp/1xafm1226562750.png")
> system("convert tmp/2z03j1226562750.ps tmp/2z03j1226562750.png")
> system("convert tmp/3adia1226562750.ps tmp/3adia1226562750.png")
> system("convert tmp/4i3wr1226562750.ps tmp/4i3wr1226562750.png")
> system("convert tmp/5ol0q1226562750.ps tmp/5ol0q1226562750.png")
> system("convert tmp/6um7q1226562750.ps tmp/6um7q1226562750.png")
> system("convert tmp/7aw4v1226562750.ps tmp/7aw4v1226562750.png")
> 
> 
> proc.time()
   user  system elapsed 
  4.108   2.275   4.420