R version 2.6.0 (2007-10-03)
Copyright (C) 2007 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(373,371,354,357,363,364,363,358,357,357,380,378,376,380,379,384,392,394,392,396,392,396,419,421,420,418,410,418,426,428,430,424,423,427,441,449,452,462,455,461,461,463,462,456,455,456,472,472,471,465,459,465,468,467,463,460,462,461,476,476,471,453,443,442,444,438,427,424,416,406,431,434,418)
> y <- c(140,132,117,114,113,110,107,103,98,98,137,148,147,139,130,128,127,123,118,114,108,111,151,159,158,148,138,137,136,133,126,120,114,116,153,162,161,149,139,135,130,127,122,117,112,113,149,157,157,147,137,132,125,123,117,114,111,112,144,150,149,134,123,116,117,111,105,102,95,93,124,130,124)
> x <- c(513,503,471,471,476,475,470,461,455,456,517,525,523,519,509,512,519,517,510,509,501,507,569,580,578,565,547,555,562,561,555,544,537,543,594,611,613,611,594,595,591,589,584,573,567,569,621,629,628,612,595,597,593,590,580,574,573,573,620,626,620,588,566,557,561,549,532,526,511,499,555,565,542)
> par7 = 'vanaf 25 jaar'
> par6 = '< 25 jaar'
> par5 = 'Tot. Werkloosh.'
> 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: Wessa P., (2007), 3-Dimensional Scatterplots (v1.0.3) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_cloud.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description
> 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/1ypx51197022618.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/2riet1197022618.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/3dbpj1197022618.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/4fq7l1197022618.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/5dhon1197022618.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  
    -8.8586       0.2473  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6j0rm1197022618.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]  80.98548  82.88403  84.78258  86.68114  88.57969  90.47824  92.37679
 [8]  94.27534  96.17389  98.07245  99.97100 101.86955 103.76810 105.66665
[15] 107.56521 109.46376 111.36231 113.26086 115.15941 117.05796 118.95652
[22] 120.85507 122.75362 124.65217 126.55072 128.44928 130.34783 132.24638
[29] 134.14493 136.04348 137.94204 139.84059 141.73914 143.63769 145.53624
[36] 147.43479 149.33335 151.23190 153.13045 155.02900 156.92755 158.82611
[43] 160.72466 162.62321 164.52176 166.42031 168.31886 170.21742 172.11597
[50] 174.01452

$yords
 [1] 336.1318 339.3509 342.5701 345.7892 349.0083 352.2274 355.4465 358.6656
 [9] 361.8847 365.1038 368.3229 371.5420 374.7611 377.9802 381.1994 384.4185
[17] 387.6376 390.8567 394.0758 397.2949 400.5140 403.7331 406.9522 410.1713
[25] 413.3904 416.6096 419.8287 423.0478 426.2669 429.4860 432.7051 435.9242
[33] 439.1433 442.3624 445.5815 448.8006 452.0198 455.2389 458.4580 461.6771
[41] 464.8962 468.1153 471.3344 474.5535 477.7726 480.9917 484.2108 487.4299
[49] 490.6491 493.8682

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 5.939103e-04 7.771188e-04 9.364369e-04 1.039216e-03 1.062206e-03
 [2,] 8.912189e-04 1.194586e-03 1.474726e-03 1.676767e-03 1.756049e-03
 [3,] 1.262592e-03 1.733321e-03 2.191846e-03 2.553027e-03 2.739328e-03
 [4,] 1.691420e-03 2.377496e-03 3.078837e-03 3.673146e-03 4.037325e-03
 [5,] 2.147242e-03 3.088824e-03 4.094823e-03 5.002295e-03 5.631170e-03
 [6,] 2.590637e-03 3.810928e-03 5.168803e-03 6.462621e-03 7.448372e-03
 [7,] 2.982056e-03 4.480536e-03 6.211543e-03 7.943051e-03 9.367441e-03
 [8,] 3.291826e-03 5.042520e-03 7.135117e-03 9.321110e-03 1.123832e-02
 [9,] 3.507525e-03 5.463399e-03 7.873704e-03 1.049038e-02 1.291358e-02
[10,] 3.635519e-03 5.737837e-03 8.397644e-03 1.138361e-02 1.427989e-02
[11,] 3.695702e-03 5.885163e-03 8.714906e-03 1.198240e-02 1.527771e-02
[12,] 3.711406e-03 5.937136e-03 8.859277e-03 1.230971e-02 1.590212e-02
[13,] 3.698618e-03 5.922060e-03 8.870386e-03 1.240881e-02 1.618537e-02
[14,] 3.659055e-03 5.852022e-03 8.774309e-03 1.231853e-02 1.617038e-02
[15,] 3.580007e-03 5.718681e-03 8.573181e-03 1.205579e-02 1.588751e-02
[16,] 3.440926e-03 5.499208e-03 8.247999e-03 1.161280e-02 1.534528e-02
[17,] 3.223816e-03 5.169506e-03 7.772850e-03 1.096948e-02 1.453805e-02
[18,] 2.922942e-03 4.718734e-03 7.133680e-03 1.011433e-02 1.346561e-02
[19,] 2.549844e-03 4.158819e-03 6.343006e-03 9.063451e-03 1.215412e-02
[20,] 2.131847e-03 3.525142e-03 5.444145e-03 7.868901e-03 1.066733e-02
[21,] 1.705086e-03 2.868571e-03 4.503500e-03 6.612454e-03 9.102327e-03
[22,] 1.305191e-03 2.242568e-03 3.594624e-03 5.387815e-03 7.571207e-03
[23,] 9.592269e-04 1.690638e-03 2.780790e-03 4.278884e-03 6.176373e-03
[24,] 6.813982e-04 1.238406e-03 2.102478e-03 3.342456e-03 4.989291e-03
[25,] 4.731075e-04 8.920478e-04 1.573182e-03 2.600758e-03 4.039920e-03
[26,] 3.262303e-04 6.420854e-04 1.183128e-03 2.044473e-03 3.318767e-03
[27,] 2.276905e-04 4.699167e-04 9.077505e-04 1.642889e-03 2.788389e-03
[28,] 1.635947e-04 3.543326e-04 7.170358e-04 1.356199e-03 2.398505e-03
[29,] 1.219576e-04 2.762212e-04 5.828277e-04 1.145810e-03 2.099351e-03
[30,] 9.387468e-05 2.209271e-04 4.829213e-04 9.806078e-04 1.850296e-03
[31,] 7.353037e-05 1.786677e-04 4.022348e-04 8.392275e-04 1.623393e-03
[32,] 5.758556e-05 1.437915e-04 3.320748e-04 7.095231e-04 1.403213e-03
[33,] 4.439022e-05 1.135975e-04 2.685379e-04 5.866113e-04 1.184670e-03
[34,] 3.328049e-05 8.717719e-05 2.107706e-04 4.704922e-04 9.700719e-04
[35,] 2.405984e-05 6.449029e-05 1.594541e-04 3.637794e-04 7.660344e-04
[36,] 1.667025e-05 4.572779e-05 1.156577e-04 2.697891e-04 5.805619e-04
[37,] 1.102057e-05 3.094577e-05 8.009774e-05 1.911345e-04 4.205827e-04
[38,] 6.928220e-06 1.992117e-05 5.278740e-05 1.289224e-04 2.902559e-04
[39,] 4.131088e-06 1.216684e-05 3.301718e-05 8.256517e-05 1.902843e-04
[40,] 2.331507e-06 7.035147e-06 1.955710e-05 5.009159e-05 1.182212e-04
[41,] 1.243426e-06 3.844681e-06 1.095105e-05 2.873639e-05 6.947365e-05
[42,] 6.257989e-07 1.983080e-06 5.788581e-06 1.556502e-05 3.855630e-05
[43,] 2.969014e-07 9.643364e-07 2.885031e-06 7.950463e-06 2.018232e-05
[44,] 1.326702e-07 4.417066e-07 1.354520e-06 3.825940e-06 9.954165e-06
[45,] 5.579711e-08 1.904324e-07 5.986188e-07 1.733198e-06 4.622139e-06
[46,] 2.207394e-08 7.723165e-08 2.488763e-07 7.386700e-07 2.019309e-06
[47,] 8.210672e-09 2.945051e-08 9.729142e-08 2.960250e-07 8.295818e-07
[48,] 2.870433e-09 1.055527e-08 3.574828e-08 1.115086e-07 3.203559e-07
[49,] 9.428807e-10 3.554617e-09 1.234214e-08 3.946864e-08 1.162467e-07
[50,] 2.909397e-10 1.124496e-09 4.002878e-09 1.312348e-08 3.962681e-08
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.000220e-03 8.682730e-04 6.961479e-04 5.183711e-04 3.646871e-04
 [2,] 1.694342e-03 1.507014e-03 1.237485e-03 9.420244e-04 6.727467e-04
 [3,] 2.708115e-03 2.468067e-03 2.076293e-03 1.617806e-03 1.178045e-03
 [4,] 4.089192e-03 3.818491e-03 3.291510e-03 2.626920e-03 1.955489e-03
 [5,] 5.842469e-03 5.589555e-03 4.937019e-03 4.037238e-03 3.076825e-03
 [6,] 7.914097e-03 7.755897e-03 7.018911e-03 5.881847e-03 4.592802e-03
 [7,] 1.018872e-02 1.022505e-02 9.479047e-03 8.139726e-03 6.514172e-03
 [8,] 1.250448e-02 1.284410e-02 1.219273e-02 1.072612e-02 8.797780e-03
 [9,] 1.468335e-02 1.542431e-02 1.498413e-02 1.349795e-02 1.134354e-02
[10,] 1.656740e-02 1.777682e-02 1.765620e-02 1.627433e-02 1.400476e-02
[11,] 1.804787e-02 1.974737e-02 2.002537e-02 1.886604e-02 1.660922e-02
[12,] 1.907651e-02 2.123754e-02 2.194915e-02 2.110427e-02 1.898440e-02
[13,] 1.965648e-02 2.220667e-02 2.333858e-02 2.286022e-02 2.097966e-02
[14,] 1.981921e-02 2.265714e-02 2.415460e-02 2.405209e-02 2.248071e-02
[15,] 1.959949e-02 2.261303e-02 2.439507e-02 2.464250e-02 2.341658e-02
[16,] 1.902096e-02 2.210419e-02 2.408211e-02 2.463299e-02 2.376236e-02
[17,] 1.809775e-02 2.116292e-02 2.325708e-02 2.406097e-02 2.354078e-02
[18,] 1.684963e-02 1.983301e-02 2.198426e-02 2.300077e-02 2.282349e-02
[19,] 1.532102e-02 1.818358e-02 2.035800e-02 2.156499e-02 2.172891e-02
[20,] 1.359254e-02 1.631742e-02 1.850515e-02 1.990019e-02 2.041280e-02
[21,] 1.177763e-02 1.436616e-02 1.657627e-02 1.817274e-02 1.904899e-02
[22,] 1.000433e-02 1.247164e-02 1.472501e-02 1.654487e-02 1.780227e-02
[23,] 8.389139e-03 1.075932e-02 1.308122e-02 1.514690e-02 1.679926e-02
[24,] 7.013473e-03 9.314118e-03 1.172713e-02 1.405405e-02 1.610576e-02
[25,] 5.911029e-03 8.167295e-03 1.068528e-02 1.327587e-02 1.571753e-02
[26,] 5.069293e-03 7.298421e-03 9.921897e-03 1.276174e-02 1.556733e-02
[27,] 4.442309e-03 6.649764e-03 9.363531e-03 1.241977e-02 1.554565e-02
[28,] 3.968379e-03 6.146474e-03 8.919798e-03 1.214219e-02 1.552795e-02
[29,] 3.586234e-03 5.715295e-03 8.504464e-03 1.182870e-02 1.539999e-02
[30,] 3.245835e-03 5.297165e-03 8.049548e-03 1.140201e-02 1.507482e-02
[31,] 2.913108e-03 4.852798e-03 7.511311e-03 1.081402e-02 1.449941e-02
[32,] 2.570163e-03 4.363036e-03 6.870349e-03 1.004531e-02 1.365352e-02
[33,] 2.213022e-03 3.826514e-03 6.128984e-03 9.101936e-03 1.254559e-02
[34,] 1.848315e-03 3.256269e-03 5.308016e-03 8.012264e-03 1.120949e-02
[35,] 1.489512e-03 2.675691e-03 4.442964e-03 6.824095e-03 9.702665e-03
[36,] 1.152898e-03 2.113596e-03 3.578860e-03 5.600124e-03 8.103285e-03
[37,] 8.536319e-04 1.598569e-03 2.763090e-03 4.410132e-03 6.503214e-03
[38,] 6.025262e-04 1.153499e-03 2.037183e-03 3.320194e-03 4.995702e-03
[39,] 4.042267e-04 7.916661e-04 1.429716e-03 2.381568e-03 3.660332e-03
[40,] 2.571262e-04 5.154386e-04 9.524881e-04 1.622860e-03 2.550047e-03
[41,] 1.547593e-04 3.176775e-04 6.009847e-04 1.047979e-03 1.684751e-03
[42,] 8.799075e-05 1.850152e-04 3.584650e-04 6.400352e-04 1.053271e-03
[43,] 4.719617e-05 1.016773e-04 2.018144e-04 3.690863e-04 6.220106e-04
[44,] 2.385615e-05 5.266750e-05 1.071159e-04 2.007063e-04 3.464969e-04
[45,] 1.135394e-05 2.569044e-05 5.354693e-05 1.028148e-04 1.818707e-04
[46,] 5.084509e-06 1.179230e-05 2.519207e-05 4.957469e-05 8.986867e-05
[47,] 2.141279e-06 5.090701e-06 1.114760e-05 2.248518e-05 4.177721e-05
[48,] 8.476814e-07 2.065920e-06 4.637482e-06 9.588435e-06 1.826097e-05
[49,] 3.153402e-07 7.878657e-07 1.813029e-06 3.842762e-06 7.502062e-06
[50,] 1.102036e-07 2.822746e-07 6.659191e-07 1.446938e-06 2.895796e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.551895e-04 2.011449e-04 2.093819e-04 2.865359e-04 4.399096e-04
 [2,] 4.666028e-04 3.438380e-04 3.139158e-04 3.834493e-04 5.604853e-04
 [3,] 8.215377e-04 5.846468e-04 4.818412e-04 5.183461e-04 7.002077e-04
 [4,] 1.383356e-03 9.739357e-04 7.516320e-04 7.193489e-04 8.768692e-04
 [5,] 2.219560e-03 1.570778e-03 1.173390e-03 1.028686e-03 1.125011e-03
 [6,] 3.388544e-03 2.434054e-03 1.803518e-03 1.500343e-03 1.496623e-03
 [7,] 4.923100e-03 3.609262e-03 2.694532e-03 2.192298e-03 2.055646e-03
 [8,] 6.815213e-03 5.113862e-03 3.881498e-03 3.153717e-03 2.865620e-03
 [9,] 9.007386e-03 6.925499e-03 5.368466e-03 4.409731e-03 3.972364e-03
[10,] 1.139427e-02 8.977284e-03 7.119211e-03 5.948174e-03 5.386253e-03
[11,] 1.383482e-02 1.116237e-02 9.055898e-03 7.713107e-03 7.070072e-03
[12,] 1.617150e-02 1.334696e-02 1.106699e-02 9.608398e-03 8.937809e-03
[13,] 1.825131e-02 1.538856e-02 1.302293e-02 1.151161e-02 1.086662e-02
[14,] 1.994397e-02 1.715529e-02 1.479595e-02 1.329511e-02 1.271979e-02
[15,] 2.115553e-02 1.854324e-02 1.628002e-02 1.484919e-02 1.437453e-02
[16,] 2.183796e-02 1.949042e-02 1.740745e-02 1.610166e-02 1.574661e-02
[17,] 2.199560e-02 1.998642e-02 1.815986e-02 1.702989e-02 1.680537e-02
[18,] 2.168809e-02 2.007663e-02 1.857208e-02 1.766313e-02 1.757539e-02
[19,] 2.102720e-02 1.985871e-02 1.872741e-02 1.807515e-02 1.812582e-02
[20,] 2.016459e-02 1.946954e-02 1.874394e-02 1.836842e-02 1.855077e-02
[21,] 1.926971e-02 1.906273e-02 1.875298e-02 1.865292e-02 1.894630e-02
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[21,] 0.0335766712 3.416087e-02 3.491904e-02 3.620366e-02 3.817899e-02
[22,] 0.0338373059 3.419135e-02 3.466858e-02 3.566680e-02 3.739733e-02
[23,] 0.0337107355 3.388069e-02 3.411305e-02 3.484133e-02 3.631683e-02
[24,] 0.0331669780 3.322701e-02 3.329753e-02 3.383131e-02 3.510541e-02
[25,] 0.0321852595 3.220880e-02 3.221828e-02 3.266676e-02 3.383871e-02
[26,] 0.0307689766 3.080470e-02 3.084149e-02 3.131632e-02 3.250325e-02
[27,] 0.0289568422 2.901640e-02 2.913403e-02 2.972073e-02 3.102762e-02
[28,] 0.0268270315 2.688665e-02 2.709487e-02 2.783450e-02 2.932971e-02
[29,] 0.0244941437 2.450718e-02 2.477670e-02 2.566137e-02 2.736308e-02
[30,] 0.0221007707 2.201487e-02 2.229174e-02 2.327253e-02 2.514784e-02
[31,] 0.0198051848 1.957756e-02 1.980068e-02 2.080344e-02 2.277795e-02
[32,] 0.0177651404 1.737212e-02 1.748851e-02 1.843176e-02 2.040539e-02
[33,] 0.0161172049 1.555758e-02 1.553278e-02 1.634382e-02 1.820879e-02
[34,] 0.0149529935 1.424696e-02 1.407051e-02 1.469796e-02 1.635651e-02
[35,] 0.0142973517 1.348294e-02 1.316999e-02 1.359249e-02 1.497279e-02
[36,] 0.0140961333 1.322407e-02 1.281338e-02 1.304391e-02 1.411277e-02
[37,] 0.0142201019 1.334701e-02 1.289499e-02 1.297937e-02 1.374920e-02
[38,] 0.0144865355 1.366676e-02 1.323733e-02 1.324572e-02 1.377272e-02
[39,] 0.0146937176 1.397117e-02 1.362304e-02 1.363482e-02 1.400703e-02
[40,] 0.0146591894 1.406150e-02 1.383598e-02 1.392151e-02 1.423835e-02
[41,] 0.0142522563 1.378901e-02 1.370234e-02 1.390675e-02 1.425556e-02
[42,] 0.0134141615 1.307937e-02 1.312203e-02 1.345637e-02 1.389291e-02
[43,] 0.0121633136 1.194066e-02 1.208332e-02 1.252568e-02 1.306476e-02
[44,] 0.0105861734 1.045460e-02 1.065815e-02 1.116359e-02 1.178201e-02
[45,] 0.0088165398 8.754412e-03 8.980224e-03 9.495354e-03 1.014496e-02
[46,] 0.0070076578 6.995034e-03 7.212361e-03 7.689356e-03 8.314602e-03
[47,] 0.0053030654 5.322520e-03 5.511772e-03 5.917720e-03 6.471505e-03
[48,] 0.0038126683 3.849603e-03 4.001957e-03 4.321970e-03 4.775352e-03
[49,] 0.0025992655 2.642207e-03 2.757031e-03 2.992008e-03 3.336420e-03
[50,] 0.0016775176 1.718396e-03 1.800040e-03 1.961431e-03 2.204942e-03
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.368410e-05 9.956867e-06 7.262354e-06 5.108262e-06 3.390107e-06
 [2,] 3.360198e-05 2.537351e-05 1.904866e-05 1.373325e-05 9.325797e-06
 [3,] 7.810466e-05 6.103356e-05 4.708514e-05 3.476577e-05 2.414635e-05
 [4,] 1.717833e-04 1.385615e-04 1.096928e-04 8.288792e-05 5.885841e-05
 [5,] 3.574047e-04 2.968965e-04 2.408912e-04 1.861647e-04 1.351060e-04
 [6,] 7.033339e-04 6.004925e-04 4.987945e-04 3.940059e-04 2.921393e-04
 [7,] 1.309183e-03 1.146712e-03 9.741552e-04 7.860883e-04 5.952826e-04
 [8,] 2.305510e-03 2.068264e-03 1.795279e-03 1.479122e-03 1.143606e-03
 [9,] 3.842669e-03 3.525221e-03 3.123750e-03 2.626318e-03 2.072497e-03
[10,] 6.065382e-03 5.681862e-03 5.135284e-03 4.403542e-03 3.545463e-03
[11,] 9.074015e-03 8.667524e-03 7.983115e-03 6.978104e-03 5.730278e-03
[12,] 1.288020e-02 1.252768e-02 1.174797e-02 1.046175e-02 8.758803e-03
[13,] 1.737062e-02 1.717907e-02 1.638713e-02 1.485785e-02 1.267717e-02
[14,] 2.229498e-02 2.238699e-02 2.170132e-02 2.002015e-02 1.740089e-02
[15,] 2.728923e-02 2.777979e-02 2.733748e-02 2.564268e-02 2.269349e-02
[16,] 3.193426e-02 3.290477e-02 3.283592e-02 3.129303e-02 2.818351e-02
[17,] 3.583668e-02 3.731409e-02 3.771461e-02 3.648687e-02 3.342254e-02
[18,] 3.870881e-02 4.065687e-02 4.156765e-02 4.078472e-02 3.797120e-02
[19,] 4.042405e-02 4.274960e-02 4.414835e-02 4.388199e-02 4.148782e-02
[20,] 4.103138e-02 4.360383e-02 4.541150e-02 4.566460e-02 4.379256e-02
[21,] 4.072640e-02 4.340493e-02 4.550427e-02 4.621536e-02 4.488914e-02
[22,] 3.978936e-02 4.245097e-02 4.471221e-02 4.577328e-02 4.494186e-02
[23,] 3.850954e-02 4.107193e-02 4.337946e-02 4.466258e-02 4.422028e-02
[24,] 3.711733e-02 3.955236e-02 4.182734e-02 4.321401e-02 4.303107e-02
[25,] 3.574168e-02 3.807726e-02 4.029201e-02 4.169954e-02 4.165628e-02
[26,] 3.440199e-02 3.671232e-02 3.889406e-02 4.029376e-02 4.031102e-02
[27,] 3.303306e-02 3.541958e-02 3.764274e-02 3.906622e-02 3.912565e-02
[28,] 3.153236e-02 3.409934e-02 3.646790e-02 3.800007e-02 3.815002e-02
[29,] 2.981240e-02 3.264254e-02 3.526595e-02 3.702605e-02 3.737193e-02
[30,] 2.784151e-02 3.097614e-02 3.394349e-02 3.605795e-02 3.673934e-02
[31,] 2.566153e-02 2.908865e-02 3.244582e-02 3.501813e-02 3.617740e-02
[32,] 2.338085e-02 2.703204e-02 3.076538e-02 3.384853e-02 3.559714e-02
[33,] 2.114904e-02 2.490509e-02 2.893438e-02 3.251061e-02 3.489908e-02
[34,] 1.912383e-02 2.282834e-02 2.701048e-02 3.098234e-02 3.397961e-02
[35,] 1.743959e-02 2.091978e-02 2.506401e-02 2.925941e-02 3.274588e-02
[36,] 1.618248e-02 1.927528e-02 2.316918e-02 2.736135e-02 3.113822e-02
[37,] 1.537390e-02 1.795349e-02 2.139632e-02 2.533657e-02 2.915142e-02
[38,] 1.496284e-02 1.696368e-02 1.980079e-02 2.325857e-02 2.684336e-02
[39,] 1.482888e-02 1.625771e-02 1.840782e-02 2.120968e-02 2.432393e-02
[40,] 1.479854e-02 1.573075e-02 1.719871e-02 1.925679e-02 2.172662e-02
[41,] 1.467561e-02 1.523595e-02 1.610675e-02 1.742962e-02 1.917347e-02
[42,] 1.428131e-02 1.461403e-02 1.502955e-02 1.571251e-02 1.674769e-02
[43,] 1.349491e-02 1.373203e-02 1.385713e-02 1.405501e-02 1.448383e-02
[44,] 1.228227e-02 1.251929e-02 1.250713e-02 1.239746e-02 1.237732e-02
[45,] 1.070256e-02 1.098756e-02 1.095358e-02 1.070061e-02 1.040672e-02
[46,] 8.889995e-03 9.227399e-03 9.237749e-03 8.966342e-03 8.557147e-03
[47,] 7.016918e-03 7.381725e-03 7.456561e-03 7.241161e-03 6.834836e-03
[48,] 5.250727e-03 5.606597e-03 5.733752e-03 5.601998e-03 5.267758e-03
[49,] 3.718629e-03 4.033226e-03 4.185482e-03 4.131569e-03 3.894499e-03
[50,] 2.489367e-03 2.743145e-03 2.892913e-03 2.894066e-03 2.748289e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.099666e-06 1.207241e-06 6.427109e-07 3.163878e-07 1.438984e-07
 [2,] 5.906864e-06 3.472978e-06 1.890902e-06 9.521083e-07 4.430049e-07
 [3,] 1.563675e-05 9.399735e-06 5.233170e-06 2.694882e-06 1.282616e-06
 [4,] 3.896033e-05 2.394084e-05 1.362723e-05 7.176020e-06 3.493191e-06
 [5,] 9.139164e-05 5.739779e-05 3.339788e-05 1.798201e-05 8.951681e-06
 [6,] 2.019019e-04 1.295763e-04 7.706198e-05 4.241744e-05 2.159154e-05
 [7,] 4.202360e-04 2.755488e-04 1.674710e-04 9.422581e-05 4.903726e-05
 [8,] 8.244542e-04 5.522237e-04 3.429393e-04 1.972035e-04 1.049137e-04
 [9,] 1.525467e-03 1.043558e-03 6.620865e-04 3.890633e-04 2.115651e-04
[10,] 2.663765e-03 1.860785e-03 1.205938e-03 7.240710e-04 4.023991e-04
[11,] 4.393436e-03 3.133362e-03 2.073985e-03 1.272204e-03 7.224927e-04
[12,] 6.851189e-03 4.987658e-03 3.371282e-03 2.112460e-03 1.225797e-03
[13,] 1.011387e-02 7.514320e-03 5.185976e-03 3.319080e-03 1.967701e-03
[14,] 1.415516e-02 1.073111e-02 7.560817e-03 4.942034e-03 2.993109e-03
[15,] 1.881736e-02 1.455316e-02 1.046663e-02 6.986404e-03 4.322321e-03
[16,] 2.381319e-02 1.878402e-02 1.378801e-02 9.397660e-03 5.938879e-03
[17,] 2.876430e-02 2.313567e-02 1.732944e-02 1.205946e-02 7.784077e-03
[18,] 3.326936e-02 2.727587e-02 2.084331e-02 1.480699e-02 9.761070e-03
[19,] 3.698262e-02 3.089011e-02 2.407308e-02 1.745305e-02 1.174820e-02
[20,] 3.967888e-02 3.373963e-02 2.679879e-02 1.981939e-02 1.361770e-02
[21,] 4.128646e-02 3.569884e-02 2.887202e-02 2.176441e-02 1.525452e-02
[22,] 4.188223e-02 3.676436e-02 3.023252e-02 2.320097e-02 1.657106e-02
[23,] 4.165598e-02 3.703859e-02 3.090656e-02 2.410333e-02 1.751675e-02
[24,] 4.085892e-02 3.669763e-02 3.099255e-02 2.450543e-02 1.808322e-02
[25,] 3.975234e-02 3.595486e-02 3.064079e-02 2.449447e-02 1.830687e-02
[26,] 3.856735e-02 3.502853e-02 3.003230e-02 2.420128e-02 1.826853e-02
[27,] 3.748098e-02 3.411707e-02 2.935860e-02 2.378773e-02 1.808867e-02
[28,] 3.660776e-02 3.338247e-02 2.880235e-02 2.342961e-02 1.791573e-02
[29,] 3.600212e-02 3.293912e-02 2.851785e-02 2.329477e-02 1.790669e-02
[30,] 3.566472e-02 3.284517e-02 2.861106e-02 2.351725e-02 1.820098e-02
[31,] 3.554739e-02 3.309413e-02 2.911976e-02 2.417015e-02 1.889113e-02
[32,] 3.555501e-02 3.360760e-02 2.999704e-02 2.524205e-02 1.999567e-02
[33,] 3.554870e-02 3.423428e-02 3.110406e-02 2.662347e-02 2.144116e-02
[34,] 3.535763e-02 3.476262e-02 3.221961e-02 2.811106e-02 2.306044e-02
[35,] 3.480444e-02 3.495185e-02 3.307125e-02 2.943433e-02 2.461243e-02
[36,] 3.374225e-02 3.457878e-02 3.338577e-02 3.030362e-02 2.582288e-02
[37,] 3.209223e-02 3.348858e-02 3.294738e-02 3.046907e-02 2.643829e-02
[38,] 2.986728e-02 3.163278e-02 3.164640e-02 2.977445e-02 2.627886e-02
[39,] 2.717114e-02 2.908087e-02 2.950270e-02 2.818933e-02 2.527498e-02
[40,] 2.417218e-02 2.600154e-02 2.665715e-02 2.581083e-02 2.347724e-02
[41,] 2.106185e-02 2.262130e-02 2.333582e-02 2.283668e-02 2.103923e-02
[42,] 1.801284e-02 1.917522e-02 1.980034e-02 1.952052e-02 1.818118e-02
[43,] 1.515068e-02 1.586522e-02 1.629956e-02 1.612373e-02 1.514663e-02
[44,] 1.254508e-02 1.283530e-02 1.303413e-02 1.287524e-02 1.216323e-02
[45,] 1.021906e-02 1.016611e-02 1.013853e-02 9.945913e-03 9.414287e-03
[46,] 8.167941e-03 7.884467e-03 7.679987e-03 7.438508e-03 7.023496e-03
[47,] 6.378337e-03 5.980477e-03 5.669280e-03 5.391012e-03 5.051984e-03
[48,] 4.840056e-03 4.424776e-03 4.077679e-03 3.789357e-03 3.505510e-03
[49,] 3.548430e-03 3.180961e-03 2.854263e-03 2.584693e-03 2.348394e-03
[50,] 2.499579e-03 2.211718e-03 1.939834e-03 1.710728e-03 1.520265e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 6.043541e-08 2.342900e-08 8.381172e-09 2.765847e-09 8.418312e-10
 [2,] 1.903708e-07 7.552394e-08 2.765143e-08 9.340668e-09 2.910459e-09
 [3,] 5.638927e-07 2.289058e-07 8.576862e-08 2.965409e-08 9.458364e-09
 [4,] 1.571014e-06 6.524825e-07 2.501691e-07 8.852021e-08 2.889885e-08
 [5,] 4.117834e-06 1.749591e-06 6.863527e-07 2.485210e-07 8.303560e-08
 [6,] 1.015785e-05 4.414663e-06 1.771760e-06 6.564177e-07 2.244393e-07
 [7,] 2.359089e-05 1.048616e-05 4.304965e-06 1.631757e-06 5.708788e-07
 [8,] 5.160557e-05 2.345806e-05 9.850080e-06 3.819314e-06 1.367081e-06
 [9,] 1.063900e-04 4.945013e-05 2.123526e-05 8.421934e-06 3.083830e-06
[10,] 2.068495e-04 9.829704e-05 4.316403e-05 1.750789e-05 6.557392e-06
[11,] 3.795964e-04 1.844074e-04 8.279462e-05 3.434170e-05 1.315492e-05
[12,] 6.581925e-04 3.268397e-04 1.500221e-04 6.362628e-05 2.492437e-05
[13,] 1.079691e-03 5.479844e-04 2.571258e-04 1.114929e-04 4.465949e-05
[14,] 1.678176e-03 8.704859e-04 4.175077e-04 1.850774e-04 7.579893e-05
[15,] 2.476182e-03 1.312625e-03 6.434977e-04 2.916083e-04 1.221033e-04
[16,] 3.476194e-03 1.883143e-03 9.435863e-04 4.371059e-04 1.871194e-04
[17,] 4.655062e-03 2.577024e-03 1.319792e-03 6.249732e-04 2.735251e-04
[18,] 5.963621e-03 3.373689e-03 1.765951e-03 8.548471e-04 3.825029e-04
[19,] 7.332019e-03 4.238258e-03 2.267411e-03 1.121993e-03 5.132775e-04
[20,] 8.679207e-03 5.125427e-03 2.802122e-03 1.417307e-03 6.628683e-04
[21,] 9.923855e-03 5.984777e-03 3.342662e-03 1.727807e-03 8.260351e-04
[22,] 1.099439e-02 6.766410e-03 3.858805e-03 2.037494e-03 9.954038e-04
[23,] 1.183733e-02 7.426649e-03 4.320668e-03 2.328731e-03 1.161898e-03
[24,] 1.242450e-02 7.934222e-03 4.702845e-03 2.584512e-03 1.315757e-03
[25,] 1.275960e-02 8.277235e-03 4.989863e-03 2.791944e-03 1.448421e-03
[26,] 1.288331e-02 8.470034e-03 5.182370e-03 2.946736e-03 1.555280e-03
[27,] 1.287450e-02 8.557648e-03 5.302330e-03 3.057601e-03 1.638743e-03
[28,] 1.284456e-02 8.614849e-03 5.394756e-03 3.148850e-03 1.710574e-03
[29,] 1.292323e-02 8.737662e-03 5.523827e-03 3.259405e-03 1.792260e-03
[30,] 1.323636e-02 9.027136e-03 5.762612e-03 3.437216e-03 1.912500e-03
[31,] 1.387897e-02 9.567565e-03 6.177523e-03 3.729419e-03 2.101674e-03
[32,] 1.488855e-02 1.040338e-02 6.810476e-03 4.169969e-03 2.384145e-03
[33,] 1.622520e-02 1.152026e-02 7.662942e-03 4.767611e-03 2.770095e-03
[34,] 1.776537e-02 1.283619e-02 8.686526e-03 5.497553e-03 3.249111e-03
[35,] 1.931394e-02 1.420701e-02 9.783905e-03 6.299854e-03 3.787687e-03
[36,] 2.063545e-02 1.544790e-02 1.082187e-02 7.086260e-03 4.332110e-03
[37,] 2.149889e-02 1.636728e-02 1.165480e-02 7.754959e-03 4.816818e-03
[38,] 2.172486e-02 1.680519e-02 1.215326e-02 8.210123e-03 5.176631e-03
[39,] 2.122177e-02 1.666547e-02 1.223002e-02 8.381123e-03 5.359743e-03
[40,] 2.000099e-02 1.593282e-02 1.185620e-02 8.236048e-03 5.337884e-03
[41,] 1.816844e-02 1.467100e-02 1.106362e-02 7.785967e-03 5.110843e-03
[42,] 1.589762e-02 1.300476e-02 9.934181e-03 7.079624e-03 4.704550e-03
[43,] 1.339404e-02 1.109292e-02 8.580925e-03 6.191310e-03 4.164012e-03
[44,] 1.086065e-02 9.100313e-03 7.127029e-03 5.206157e-03 3.543786e-03
[45,] 8.470776e-03 7.174642e-03 5.687480e-03 4.206687e-03 2.898758e-03
[46,] 6.351202e-03 5.430690e-03 4.355982e-03 3.262792e-03 2.276983e-03
[47,] 4.575518e-03 3.942442e-03 3.197573e-03 2.425713e-03 1.715213e-03
[48,] 3.166488e-03 2.742350e-03 2.246500e-03 1.725704e-03 1.236903e-03
[49,] 2.105450e-03 1.826638e-03 1.508646e-03 1.172821e-03 8.522781e-04
[50,] 1.345911e-03 1.164882e-03 9.674997e-04 7.602792e-04 5.600583e-04

> 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  
    331.574        0.727  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7n82e1197022618.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] 423.1852 428.0348 432.8844 437.7340 442.5835 447.4331 452.2827 457.1323
 [9] 461.9819 466.8315 471.6810 476.5306 481.3802 486.2298 491.0794 495.9290
[17] 500.7785 505.6281 510.4777 515.3273 520.1769 525.0265 529.8760 534.7256
[25] 539.5752 544.4248 549.2744 554.1240 558.9735 563.8231 568.6727 573.5223
[33] 578.3719 583.2215 588.0710 592.9206 597.7702 602.6198 607.4694 612.3190
[41] 617.1685 622.0181 626.8677 631.7173 636.5669 641.4165 646.2660 651.1156
[49] 655.9652 660.8148

$yords
 [1] 336.1318 339.3509 342.5701 345.7892 349.0083 352.2274 355.4465 358.6656
 [9] 361.8847 365.1038 368.3229 371.5420 374.7611 377.9802 381.1994 384.4185
[17] 387.6376 390.8567 394.0758 397.2949 400.5140 403.7331 406.9522 410.1713
[25] 413.3904 416.6096 419.8287 423.0478 426.2669 429.4860 432.7051 435.9242
[33] 439.1433 442.3624 445.5815 448.8006 452.0198 455.2389 458.4580 461.6771
[41] 464.8962 468.1153 471.3344 474.5535 477.7726 480.9917 484.2108 487.4299
[49] 490.6491 493.8682

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  3.681487e-03  4.406816e-03  3.246728e-03  1.407577e-03  3.578010e-04
 [2,]  3.726336e-03  5.824497e-03  6.215970e-03  4.057485e-03  1.562389e-03
 [3,]  3.446949e-03  6.027534e-03  8.559356e-03  8.129436e-03  4.702991e-03
 [4,]  3.098141e-03  5.544789e-03  9.099174e-03  1.168193e-02  9.861478e-03
 [5,]  2.459331e-03  4.906302e-03  8.378354e-03  1.281160e-02  1.480846e-02
 [6,]  1.529026e-03  3.909495e-03  7.313896e-03  1.188798e-02  1.681804e-02
 [7,]  7.081394e-04  2.505323e-03  5.842063e-03  1.027838e-02  1.583402e-02
 [8,]  2.505487e-04  1.228278e-03  3.862711e-03  8.231158e-03  1.363628e-02
 [9,]  7.417684e-05  4.758324e-04  2.016297e-03  5.626788e-03  1.097159e-02
[10,]  1.995297e-05  1.594795e-04  8.623464e-04  3.146805e-03  7.779443e-03
[11,]  4.687129e-06  4.856042e-05  3.273986e-04  1.494719e-03  4.689168e-03
[12,]  8.569288e-07  1.249906e-05  1.115738e-04  6.400324e-04  2.479382e-03
[13,]  1.120202e-07  2.435224e-06  3.111733e-05  2.410558e-04  1.187115e-03
[14,]  1.005425e-08  3.348973e-07  6.425979e-06  7.217139e-05  4.880489e-04
[15,]  6.088131e-10  3.147114e-08  9.278581e-07  1.573327e-05  1.556993e-04
[16,]  2.466769e-11  1.991833e-09  9.123175e-08  2.381832e-06  3.572311e-05
[17,]  6.658069e-13  8.429829e-11  6.033824e-09  2.449231e-07  5.664165e-06
[18,]  1.193867e-14  2.375953e-12  2.667082e-10  1.692406e-08  6.089054e-07
[19,]  1.419603e-16  4.448248e-14  7.849262e-12  7.812481e-10  4.395304e-08
[20,]  1.118001e-18  5.522301e-16  1.534278e-13  2.400663e-11  2.118757e-09
[21,]  5.826453e-21  4.540562e-18  1.988557e-15  4.899043e-13  6.797512e-11
[22,]  2.008097e-23  2.470535e-20  1.706973e-17  6.628750e-15  1.448158e-12
[23,]  4.574990e-26  8.890005e-23  9.696462e-20  5.940244e-17  2.045531e-14
[24,]  6.887769e-29  2.114720e-25  3.642856e-22  3.522754e-19  1.913582e-16
[25,]  6.850822e-32  3.324316e-28  9.047436e-25  1.381704e-21  1.184681e-18
[26,]  4.500909e-35  3.452581e-31  1.484993e-27  3.582767e-24  4.850922e-21
[27,]  1.952938e-38  2.368629e-34  1.610402e-30  6.139837e-27  1.313217e-23
[28,]  5.595704e-42  1.073238e-37  1.153646e-33  6.952228e-30  2.349641e-26
[29,]  1.058660e-45  3.211355e-41  5.458502e-37  5.200410e-33  2.777888e-29
[30,]  1.322384e-49  6.344979e-45  1.705625e-40  2.569399e-36  2.169669e-32
[31,]  1.090505e-53  8.277222e-49  3.519313e-44  8.383996e-40  1.119363e-35
[32,]  5.936663e-58  7.128897e-53  4.794695e-48  1.806562e-43  3.814111e-39
[33,]  2.133398e-62  4.053305e-57  4.312744e-52  2.570345e-47  8.582393e-43
[34,]  5.060634e-67  1.521353e-61  2.561037e-56  2.414578e-51  1.275215e-46
[35,]  7.923442e-72  3.769244e-66  1.003953e-60  1.497491e-55  1.251052e-50
[36,]  8.188276e-77  6.164137e-71  2.597966e-65  6.131162e-60  8.103298e-55
[37,]  5.584908e-82  6.653612e-76  4.437583e-70  1.657084e-64  3.465027e-59
[38,]  2.514100e-87  4.740290e-81  5.003163e-75  2.956366e-69  9.781257e-64
[39,]  7.469116e-93  2.228900e-86  3.723075e-80  3.481412e-74  1.822614e-68
[40,]  1.464459e-98  6.916926e-92  1.828581e-85  2.706010e-79  2.241799e-73
[41,] 1.894898e-104  1.416611e-97  5.927325e-91  1.388210e-84  1.820010e-78
[42,] 1.618051e-110 1.914691e-103  1.268027e-96  4.700283e-90  9.752464e-84
[43,] 9.118057e-117 1.707896e-109 1.790301e-102  1.050354e-95  3.449181e-89
[44,] 3.390655e-123 1.005324e-115 1.668085e-108 1.549019e-101  8.050892e-95
[45,] 8.320370e-130 3.905150e-122 1.025671e-114 1.507607e-107 1.240216e-100
[46,] 1.347331e-136 1.001037e-128 4.161867e-121 9.683257e-114 1.260858e-106
[47,] 1.439755e-143 1.693371e-135 1.114464e-127 4.104519e-120 8.459681e-113
[48,] 1.015201e-150 1.890211e-142 1.969286e-134 1.148094e-126 3.745652e-119
[49,] 4.723626e-158 1.392305e-149 2.296276e-141 2.119207e-133 1.094438e-125
[50,] 1.450291e-165 6.767368e-157 1.766880e-148 2.581335e-140 2.110275e-132
               [,6]          [,7]          [,8]          [,9]        [,10]
 [1,]  5.839692e-05  9.597547e-06  3.600052e-06  4.980354e-06 7.753946e-06
 [2,]  3.617185e-04  6.201858e-05  1.437539e-05  7.892733e-06 1.249690e-05
 [3,]  1.618070e-03  3.550380e-04  7.330660e-05  2.387355e-05 1.753123e-05
 [4,]  5.065084e-03  1.580313e-03  3.564737e-04  9.953358e-05 4.130014e-05
 [5,]  1.110529e-02  5.090320e-03  1.490976e-03  3.929018e-04 1.488692e-04
 [6,]  1.744244e-02  1.163262e-02  4.821041e-03  1.424366e-03 4.951277e-04
 [7,]  2.058264e-02  1.911070e-02  1.138447e-02  4.397914e-03 1.474094e-03
 [8,]  1.979481e-02  2.349715e-02  1.952438e-02  1.051276e-02 4.031921e-03
 [9,]  1.710342e-02  2.323444e-02  2.506092e-02  1.869782e-02 9.352765e-03
[10,]  1.388623e-02  2.031349e-02  2.563583e-02  2.505773e-02 1.696939e-02
[11,]  1.025729e-02  1.675232e-02  2.289245e-02  2.665913e-02 2.365105e-02
[12,]  6.694270e-03  1.295659e-02  1.933853e-02  2.455012e-02 2.626194e-02
[13,]  3.931428e-03  9.173851e-03  1.573834e-02  2.144112e-02 2.515798e-02
[14,]  2.080865e-03  5.944446e-03  1.207196e-02  1.842948e-02 2.291010e-02
[15,]  9.234402e-04  3.434454e-03  8.543389e-03  1.523511e-02 2.082314e-02
[16,]  3.120910e-04  1.629477e-03  5.320845e-03  1.163172e-02 1.839647e-02
[17,]  7.519291e-05  5.807783e-04  2.677483e-03  7.718850e-03 1.495621e-02
[18,]  1.247717e-05  1.466897e-04  1.002877e-03  4.092533e-03 1.046655e-02
[19,]  1.401848e-06  2.545819e-05  2.651884e-04  1.606377e-03 5.815065e-03
[20,]  1.056942e-07  2.988701e-06  4.811261e-05  4.442268e-04 2.386316e-03
[21,]  5.320103e-09  2.353400e-07  5.900615e-06  8.421808e-05 6.895009e-04
[22,]  1.781940e-10  1.236838e-08  4.852114e-07  1.078822e-05 1.365432e-04
[23,]  3.963018e-12  4.324822e-10  2.662371e-08  9.263235e-07 1.826615e-05
[24,]  5.843439e-14  1.004037e-11  9.718174e-10  5.306320e-08 1.637568e-06
[25,]  5.706393e-16  1.545350e-13  2.355022e-11  2.021847e-09 9.792552e-08
[26,]  3.687883e-18  1.575272e-15  3.783463e-13  5.114088e-11 3.894643e-09
[27,]  1.576439e-20  1.062718e-17  4.025675e-15  8.575575e-13 1.028203e-10
[28,]  4.455372e-23  4.742203e-20  2.834862e-17  9.523916e-15 1.799519e-12
[29,]  8.322683e-26  1.399163e-22  1.320510e-19  7.000419e-17 2.085908e-14
[30,]  1.027333e-28  2.728660e-25  4.067216e-22  3.403819e-19 1.600306e-16
[31,]  8.378076e-32  3.516574e-28  8.280702e-25  1.094397e-21 8.121993e-19
[32,]  4.513330e-35  2.994319e-31  1.114166e-27  2.326065e-24 2.725910e-21
[33,]  1.605860e-38  1.684267e-34  9.905060e-31  3.267380e-27 6.048075e-24
[34,]  3.773421e-42  6.257593e-38  5.817361e-34  3.032705e-30 8.869166e-27
[35,]  5.855054e-46  1.535434e-41  2.256792e-37  1.859677e-33 8.594454e-30
[36,]  5.998825e-50  2.487982e-45  5.782427e-41  7.533012e-37 5.502490e-33
[37,]  4.057896e-54  2.662014e-49  9.784320e-45  2.015418e-40 2.327226e-36
[38,]  1.812238e-58  1.880595e-53  1.093257e-48  3.561141e-44 6.501453e-40
[39,]  5.342869e-63  8.771298e-58  8.065694e-53  4.155207e-48 1.199557e-43
[40,]  1.039838e-67  2.700837e-62  3.928865e-57  3.201459e-52 1.461626e-47
[41,]  1.335853e-72  5.489923e-67  1.263462e-61  1.628603e-56 1.176012e-51
[42,]  1.132763e-77  7.366307e-72  2.682291e-66  5.469765e-61 6.247659e-56
[43,]  6.340187e-83  6.524401e-77  3.759116e-71  1.212808e-65 2.191452e-60
[44,]  2.342132e-88  3.814179e-82  3.477461e-76  1.775186e-70 5.074710e-65
[45,]  5.710360e-94  1.471719e-87  2.123373e-81  1.715184e-75 7.757796e-70
[46,] 9.188546e-100  3.747991e-93  8.557789e-87  1.093892e-80 7.828733e-75
[47,] 9.758049e-106  6.299718e-99  2.276486e-92  4.604989e-86 5.215082e-80
[48,] 6.838770e-112 6.988081e-105  3.996692e-98  1.279487e-91 2.293024e-85
[49,] 3.162968e-118 5.115758e-111 4.630921e-104  2.346350e-97 6.654677e-91
[50,] 9.653964e-125 2.471543e-117 3.541232e-110 2.839793e-103 1.274682e-96
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 7.418820e-06 4.173617e-06 1.410380e-06 2.937074e-07 3.818025e-08
 [2,] 1.789834e-05 1.544327e-05 7.899841e-06 2.455198e-06 4.739037e-07
 [3,] 2.947218e-05 3.848682e-05 3.004190e-05 1.404373e-05 4.031657e-06
 [4,] 3.847251e-05 6.507603e-05 7.719347e-05 5.473713e-05 2.350420e-05
 [5,] 7.187604e-05 8.198724e-05 1.343164e-04 1.446773e-04 9.364902e-05
 [6,] 2.290749e-04 1.245568e-04 1.674996e-04 2.591164e-04 2.539579e-04
 [7,] 6.911691e-04 3.462571e-04 2.148054e-04 3.251058e-04 4.677003e-04
 [8,] 1.732919e-03 9.976530e-04 5.047099e-04 3.680881e-04 5.961735e-04
 [9,] 3.954573e-03 2.268357e-03 1.411358e-03 7.091085e-04 6.228265e-04
[10,] 8.335130e-03 4.359663e-03 3.097810e-03 1.904884e-03 9.696875e-04
[11,] 1.491029e-02 7.868985e-03 5.348726e-03 4.169872e-03 2.431290e-03
[12,] 2.134929e-02 1.315589e-02 8.232009e-03 6.890973e-03 5.361914e-03
[13,] 2.472540e-02 1.884997e-02 1.222274e-02 9.494730e-03 8.809794e-03
[14,] 2.478250e-02 2.256856e-02 1.682472e-02 1.237109e-02 1.149487e-02
[15,] 2.366207e-02 2.365914e-02 2.038406e-02 1.572717e-02 1.354900e-02
[16,] 2.268811e-02 2.368198e-02 2.211690e-02 1.866134e-02 1.568731e-02
[17,] 2.119274e-02 2.379748e-02 2.301898e-02 2.048437e-02 1.766372e-02
[18,] 1.811641e-02 2.322389e-02 2.397725e-02 2.178016e-02 1.901330e-02
[19,] 1.325003e-02 2.063384e-02 2.414701e-02 2.316164e-02 2.012351e-02
[20,] 7.677998e-03 1.564902e-02 2.206937e-02 2.377517e-02 2.143352e-02
[21,] 3.287398e-03 9.418945e-03 1.723750e-02 2.215021e-02 2.214362e-02
[22,] 9.916180e-04 4.199707e-03 1.073548e-02 1.770802e-02 2.085641e-02
[23,] 2.050503e-04 1.321431e-03 4.975709e-03 1.137023e-02 1.696980e-02
[24,] 2.864166e-05 2.852248e-04 1.631760e-03 5.467768e-03 1.119334e-02
[25,] 2.680706e-06 4.159216e-05 3.675063e-04 1.867279e-03 5.573858e-03
[26,] 1.673340e-07 4.063686e-06 5.593683e-05 4.386418e-04 1.980345e-03
[27,] 6.946275e-09 2.647685e-07 5.704550e-06 6.967364e-05 4.850015e-04
[28,] 1.913970e-10 1.147117e-08 3.879273e-07 7.415856e-06 8.037764e-05
[29,] 3.496048e-12 3.298709e-10 1.754058e-08 5.263129e-07 8.927892e-06
[30,] 4.229470e-14 6.288299e-12 5.263975e-10 2.483518e-08 6.612340e-07
[31,] 3.386700e-16 7.939524e-14 1.047206e-11 7.777714e-10 3.256012e-08
[32,] 1.794072e-18 6.635192e-16 1.379846e-13 1.614668e-11 1.064063e-09
[33,] 6.285071e-21 3.668602e-18 1.203478e-15 2.220235e-13 2.305108e-11
[34,] 1.455681e-23 1.341475e-20 6.944775e-18 2.020890e-15 3.307586e-13
[35,] 2.228438e-26 3.243165e-23 2.650521e-20 1.217068e-17 3.141742e-15
[36,] 2.254419e-29 5.182797e-26 6.688658e-23 4.848067e-20 1.974620e-17
[37,] 1.506923e-32 5.473660e-29 1.115772e-25 1.276960e-22 8.209133e-20
[38,] 6.654485e-36 3.819828e-32 1.230159e-28 2.223546e-25 2.256821e-22
[39,] 1.941083e-39 1.761137e-35 8.962267e-32 2.559085e-28 4.101834e-25
[40,] 3.739722e-43 5.363855e-39 4.314076e-35 1.946369e-31 4.927888e-28
[41,] 4.758285e-47 1.079047e-42 1.371858e-38 9.781336e-35 3.912615e-31
[42,] 3.997988e-51 1.433643e-46 2.881594e-42 3.247485e-38 2.052731e-34
[43,] 2.218130e-55 1.257905e-50 3.997805e-46 7.122432e-42 7.115484e-38
[44,] 8.125291e-60 7.288013e-55 3.662857e-50 1.031766e-45 1.629367e-41
[45,] 1.965062e-64 2.788041e-59 2.216137e-54 9.871175e-50 2.464516e-45
[46,] 3.137427e-69 7.041880e-64 8.853556e-59 6.236670e-54 2.462065e-49
[47,] 3.306877e-74 1.174249e-68 2.335403e-63 2.601994e-58 1.624390e-53
[48,] 2.300746e-79 1.292620e-73 4.067082e-68 7.167709e-63 7.077038e-58
[49,] 1.056612e-84 9.393062e-79 4.675882e-73 1.303626e-67 2.035899e-62
[50,] 3.202886e-90 4.505565e-84 3.548793e-78 1.565301e-72 3.867000e-67
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 3.071696e-09 1.493960e-10 4.306592e-12 7.627063e-14 1.176232e-15
 [2,] 5.704910e-08 4.213530e-09 1.863449e-10 4.912166e-12 8.845259e-14
 [3,] 7.221171e-07 8.028850e-08 5.422129e-09 2.180500e-10 5.411331e-12
 [4,] 6.253759e-06 1.038884e-06 1.063022e-07 6.544293e-09 2.412861e-10
 [5,] 3.711808e-05 9.171215e-06 1.410175e-06 1.322862e-07 7.425009e-09
 [6,] 1.508565e-04 5.541580e-05 1.271894e-05 1.804446e-06 1.547355e-07
 [7,] 4.186383e-04 2.294211e-04 7.832536e-05 1.667673e-05 2.175233e-06
 [8,] 7.913914e-04 6.500520e-04 3.302090e-04 1.048947e-04 2.066348e-05
 [9,] 1.030230e-03 1.258743e-03 9.538372e-04 4.507405e-04 1.331458e-04
[10,] 1.030675e-03 1.677273e-03 1.888153e-03 1.326707e-03 5.843953e-04
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[41,] 3.271182e-04 1.042250e-03 1.964648e-03 2.561461e-03 3.739090e-03
[42,] 5.681008e-05 2.806714e-04 7.959946e-04 1.367633e-03 1.854819e-03
[43,] 6.606708e-06 5.080984e-05 2.230844e-04 5.651498e-04 9.106025e-04
[44,] 5.228718e-07 6.135498e-06 4.212187e-05 1.643079e-04 3.749113e-04
[45,] 3.035311e-08 4.953325e-07 5.301779e-06 3.234058e-05 1.122830e-04
[46,] 1.586002e-09 2.742933e-08 4.436290e-07 4.247533e-06 2.299756e-05
[47,] 9.048317e-11 1.151547e-09 2.484959e-08 3.703057e-07 3.151463e-06
[48,] 4.890110e-12 4.623387e-11 9.667675e-10 2.143902e-08 2.867188e-07
[49,] 1.994475e-13 2.026267e-12 2.974059e-11 8.338929e-10 1.728110e-08
[50,] 5.574944e-15 7.922938e-14 9.262184e-13 2.293182e-11 6.919634e-10
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 4.492707e-66 2.479375e-71 7.659905e-77 1.324664e-82 1.282183e-88
 [2,] 2.108207e-61 1.840910e-66 8.999994e-72 2.463140e-77 3.773355e-83
 [3,] 6.531178e-57 9.023114e-62 6.980090e-67 3.023043e-72 7.329157e-78
 [4,] 1.335893e-52 2.919681e-57 3.573518e-62 2.448968e-67 9.395860e-73
 [5,] 1.804325e-48 6.237697e-53 1.207805e-57 1.309637e-62 7.950923e-68
 [6,] 1.609393e-44 8.799439e-49 2.695182e-53 4.623453e-58 4.441303e-63
 [7,] 9.481400e-41 8.197396e-45 3.971089e-49 1.077613e-53 1.637732e-58
 [8,] 3.689844e-37 5.043545e-41 3.863670e-45 1.658326e-49 3.986924e-54
 [9,] 9.487821e-34 2.049827e-37 2.482734e-41 1.685195e-45 6.408423e-50
[10,] 1.612279e-30 5.504157e-34 1.053792e-37 1.130958e-41 6.801682e-46
[11,] 1.811136e-27 9.766785e-31 2.954953e-34 5.013263e-38 4.767420e-42
[12,] 1.345383e-24 1.145537e-27 5.475205e-31 1.468037e-34 2.207007e-38
[13,] 6.611948e-22 8.884231e-25 6.705452e-28 2.840516e-31 6.749350e-35
[14,] 2.151026e-19 4.557825e-22 5.429528e-25 3.632437e-28 1.363744e-31
[15,] 4.635771e-17 1.547579e-19 2.907834e-22 3.070896e-25 1.821011e-28
[16,] 6.625295e-15 3.480295e-17 1.030562e-19 1.716977e-22 1.607422e-25
[17,] 6.287702e-13 5.188591e-15 2.418542e-17 6.351767e-20 9.382753e-23
[18,] 3.970171e-11 5.134629e-13 3.761751e-15 1.555700e-17 3.623359e-20
[19,] 1.672177e-09 3.378662e-11 3.882286e-13 2.524663e-15 9.262243e-18
[20,] 4.714676e-08 1.481821e-09 2.662832e-11 2.717707e-13 1.568471e-15
[21,] 8.940829e-07 4.345863e-08 1.216491e-09 1.943395e-11 1.761269e-13
[22,] 1.147516e-05 8.560653e-07 3.712759e-08 9.250481e-10 1.313300e-11
[23,] 1.004611e-04 1.139278e-05 7.601388e-07 2.939176e-08 6.514884e-10
[24,] 6.056943e-04 1.032101e-04 1.049792e-05 6.257774e-07 2.155711e-08
[25,] 2.544078e-03 6.424816e-04 9.850985e-05 8.974737e-06 4.775122e-07
[26,] 7.554135e-03 2.779637e-03 6.339172e-04 8.731100e-05 7.116201e-06
[27,] 1.619990e-02 8.475837e-03 2.829482e-03 5.814465e-04 7.183122e-05
[28,] 2.600908e-02 1.856308e-02 8.882617e-03 2.681127e-03 4.955301e-04
[29,] 3.317585e-02 3.007968e-02 1.996496e-02 8.681760e-03 2.363357e-03
[30,] 3.635118e-02 3.792885e-02 3.297243e-02 2.009082e-02 7.905722e-03
[31,] 3.664252e-02 4.022683e-02 4.178033e-02 3.403068e-02 1.887998e-02
[32,] 3.539937e-02 3.923893e-02 4.367707e-02 4.382858e-02 3.293655e-02
[33,] 3.325506e-02 3.752423e-02 4.162237e-02 4.585794e-02 4.344694e-02
[34,] 2.947632e-02 3.560998e-02 3.944818e-02 4.319177e-02 4.602845e-02
[35,] 2.325303e-02 3.205765e-02 3.793266e-02 4.070293e-02 4.333332e-02
[36,] 1.638344e-02 2.551913e-02 3.501534e-02 3.969228e-02 4.081642e-02
[37,] 1.244891e-02 1.761930e-02 2.858227e-02 3.771637e-02 4.039615e-02
[38,] 1.257634e-02 1.231961e-02 1.979619e-02 3.184392e-02 3.953611e-02
[39,] 1.350843e-02 1.151864e-02 1.286699e-02 2.252564e-02 3.461602e-02
[40,] 1.155158e-02 1.242621e-02 1.058546e-02 1.399078e-02 2.525410e-02
[41,] 7.196701e-03 1.098358e-02 1.096837e-02 9.907954e-03 1.543385e-02
[42,] 3.400104e-03 6.977397e-03 9.915934e-03 9.337309e-03 9.537899e-03
[43,] 1.414507e-03 3.190610e-03 6.484119e-03 8.460432e-03 7.758477e-03
[44,] 5.974291e-04 1.159506e-03 2.972713e-03 5.699418e-03 6.824311e-03
[45,] 2.348531e-04 4.029695e-04 1.004027e-03 2.670137e-03 4.707489e-03
[46,] 7.140207e-05 1.418118e-04 2.904659e-04 8.821511e-04 2.271910e-03
[47,] 1.515649e-05 4.252046e-05 8.547707e-05 2.253241e-04 7.574118e-04
[48,] 2.165041e-06 9.273081e-06 2.402376e-05 5.379363e-05 1.824359e-04
[49,] 2.056124e-07 1.377632e-06 5.286362e-06 1.319989e-05 3.649665e-05
[50,] 1.293089e-08 1.365126e-07 8.126793e-07 2.830122e-06 7.337155e-06
             [,41]         [,42]         [,43]         [,44]         [,45]
 [1,] 6.945815e-95 2.105708e-101 3.572347e-108 3.391311e-115 1.801469e-122
 [2,] 3.235348e-89  1.552519e-95 4.169186e-102 6.265259e-109 5.268470e-116
 [3,] 9.945978e-84  7.554194e-90  3.211053e-96 7.638312e-103 1.016762e-109
 [4,] 2.017935e-78  2.425790e-84  1.632079e-90  6.145251e-97 1.294871e-103
 [5,] 2.702339e-73  5.141262e-79  5.474805e-85  3.262877e-91  1.088279e-97
 [6,] 2.388660e-68  7.191890e-74  1.212082e-79  1.143352e-85  6.036111e-92
 [7,] 1.393715e-63  6.640376e-69  1.771117e-74  2.644180e-80  2.209475e-86
 [8,] 5.368046e-59  4.046981e-64  1.708139e-69  4.035887e-75  5.337502e-81
 [9,] 1.364995e-54  1.628188e-59  1.087433e-64  4.065966e-70  8.510236e-76
[10,] 2.291630e-50  4.324461e-55  4.569818e-60  2.703803e-65  8.955831e-71
[11,] 2.540375e-46  7.583128e-51  1.267773e-55  1.186853e-60  6.220868e-66
[12,] 1.859652e-42  8.779811e-47  2.321961e-51  3.439124e-56  2.852269e-61
[13,] 8.991217e-39  6.712832e-43  2.807987e-47  6.579283e-52  8.633174e-57
[14,] 2.871551e-35  3.389657e-39  2.242321e-43  8.310298e-48  1.725091e-52
[15,] 6.059006e-32  1.130564e-35  1.182528e-39  6.931081e-44  2.275865e-48
[16,] 8.448415e-29  2.491194e-32  4.119124e-36  3.817597e-40  1.982549e-44
[17,] 7.786592e-26  3.627243e-29  9.478589e-33  1.388785e-36  1.140472e-40
[18,] 4.745346e-23  3.490757e-26  1.441192e-29  3.337437e-33  4.333044e-37
[19,] 1.912988e-20  2.221094e-23  1.448233e-26  5.299083e-30  1.087449e-33
[20,] 5.104104e-18  9.347514e-21  9.621206e-24  5.560393e-27  1.803096e-30
[21,] 9.019672e-16  2.603287e-18  4.227198e-21  3.856961e-24  1.975666e-27
[22,] 1.056671e-13  4.801069e-16  1.228914e-18  1.769218e-21  1.430928e-24
[23,] 8.217098e-12  5.868443e-14  2.365393e-16  5.369152e-19  6.852881e-22
[24,] 4.249074e-10  4.759935e-12  3.016913e-14  1.078648e-16  2.171065e-19
[25,] 1.464629e-08  2.566186e-10  2.552634e-12  1.435636e-14  4.552597e-17
[26,] 3.376743e-07  9.216845e-09  1.435014e-10  1.267247e-12  6.323484e-15
[27,] 5.231934e-06  2.212501e-07  5.371652e-09  7.429673e-11  5.823756e-13
[28,] 5.483475e-05  3.565813e-06  1.342997e-07  2.899105e-09  3.561275e-11
[29,] 3.922086e-04  3.882918e-05  2.252402e-06  7.551183e-08  1.448826e-09
[30,] 1.936860e-03  2.881879e-04  2.549753e-05  1.318390e-06  3.932372e-08
[31,] 6.702083e-03  1.475059e-03  1.965125e-04  1.552274e-05  7.149653e-07
[32,] 1.654735e-02  5.286166e-03  1.043448e-03  1.243143e-04  8.759412e-06
[33,] 2.981821e-02  1.351390e-02  3.877038e-03  6.853473e-04  7.293666e-05
[34,] 4.049577e-02  2.520980e-02  1.027655e-02  2.642894e-03  4.178055e-04
[35,] 4.380411e-02  3.537683e-02  1.988139e-02  7.272241e-03  1.673759e-03
[36,] 4.162381e-02  3.930473e-02  2.890530e-02  1.461312e-02  4.786491e-03
[37,] 3.943961e-02  3.799598e-02  3.312810e-02  2.205794e-02  1.000371e-02
[38,] 3.968748e-02  3.646528e-02  3.278696e-02  2.616327e-02  1.570479e-02
[39,] 3.998200e-02  3.742428e-02  3.208554e-02  2.664577e-02  1.932840e-02
[40,] 3.626774e-02  3.878391e-02  3.371887e-02  2.675654e-02  2.034272e-02
[41,] 2.737832e-02  3.635473e-02  3.594075e-02  2.892051e-02  2.108109e-02
[42,] 1.682501e-02  2.837908e-02  3.470731e-02  3.171542e-02  2.353954e-02
[43,] 9.417326e-03  1.776266e-02  2.794146e-02  3.145916e-02  2.657567e-02
[44,] 6.403481e-03  9.391315e-03  1.791876e-02  2.602798e-02  2.700787e-02
[45,] 5.230765e-03  5.345170e-03  9.260892e-03  1.712953e-02  2.288013e-02
[46,] 3.645515e-03  3.850840e-03  4.557219e-03  8.854551e-03  1.543930e-02
[47,] 1.814589e-03  2.649577e-03  2.768759e-03  3.950278e-03  8.088248e-03
[48,] 6.200847e-04  1.354897e-03  1.815234e-03  1.984802e-03  3.422728e-03
[49,] 1.476163e-04  4.776537e-04  9.446425e-04  1.182504e-03  1.444026e-03
[50,] 2.651446e-05  1.153770e-04  3.439507e-04  6.156175e-04  7.430119e-04
              [,46]         [,47]         [,48]         [,49]         [,50]
 [1,] 5.354431e-130 8.904760e-138 8.285923e-146 4.313777e-154 1.256543e-162
 [2,] 2.478950e-123 6.526525e-131 9.614204e-139 7.924085e-147 3.654202e-155
 [3,] 7.573407e-117 3.156488e-124 7.361097e-132 9.604892e-140 7.012224e-148
 [4,] 1.526783e-110 1.007351e-117 3.718939e-125 7.682053e-133 8.878824e-141
 [5,] 2.031232e-104 2.121507e-111 1.239870e-118 4.054493e-126 7.418649e-134
 [6,]  1.783334e-98 2.948419e-105 2.727752e-112 1.412084e-119 4.090278e-127
 [7,]  1.033253e-92  2.704099e-99 3.960159e-106 3.245303e-113 1.488142e-120
 [8,]  3.950760e-87  1.636598e-93 3.793976e-100 4.921686e-107 3.572659e-114
 [9,]  9.969906e-82  6.537061e-88  2.398748e-94 4.925724e-101 5.660143e-108
[10,]  1.660506e-76  1.723233e-82  1.000876e-88  3.253263e-95 5.917599e-102
[11,]  1.825348e-71  2.998059e-77  2.756092e-83  1.417984e-89  4.082764e-96
[12,]  1.324391e-66  3.442527e-72  5.008726e-78  4.078742e-84  1.858880e-90
[13,]  6.343002e-62  2.609127e-67  6.007845e-73  7.743194e-79  5.585624e-85
[14,]  2.005380e-57  1.305282e-62  4.756362e-68  9.701893e-74  1.107684e-79
[15,]  4.185497e-53  4.310477e-58  2.485489e-63  8.023199e-69  1.449749e-74
[16,]  5.767525e-49  9.397145e-54  8.573599e-59  4.379491e-64  1.252363e-69
[17,]  5.247535e-45  1.352510e-49  1.952303e-54  1.577967e-59  7.140637e-65
[18,]  3.152821e-41  1.285304e-45  2.934977e-50  3.753243e-55  2.687481e-60
[19,]  1.251031e-37  8.065451e-42  2.913160e-46  5.893473e-51  6.676848e-56
[20,]  3.278943e-34  3.342486e-38  1.909315e-42  6.109934e-47  1.095101e-51
[21,]  5.677617e-31  9.149197e-35  8.263939e-39  4.182496e-43  1.185821e-47
[22,]  6.496276e-28  1.654436e-31  2.362436e-35  1.890711e-39  8.478422e-44
[23,]  4.912879e-25  1.976753e-28  4.461290e-32  5.644886e-36  4.002954e-40
[24,]  2.456557e-22  1.561006e-25  5.566456e-29  1.113267e-32  1.248180e-36
[25,]  8.124841e-20  8.149665e-23  4.590055e-26  1.450569e-29  2.570802e-33
[26,]  1.778413e-17  2.814035e-20  2.502115e-23  1.249028e-26  3.498113e-30
[27,]  2.578030e-15  6.429771e-18  9.020093e-21  7.109270e-24  3.145351e-27
[28,]  2.477414e-13  9.728185e-16  2.151499e-18  2.675804e-21  1.869365e-24
[29,]  1.580309e-11  9.755212e-14  3.397653e-16  6.662902e-19  7.346148e-22
[30,]  6.704008e-10  6.491763e-12  3.555539e-14  1.098301e-16  1.909680e-19
[31,]  1.896493e-08  2.872068e-10  2.468605e-12  1.199485e-14  3.285914e-17
[32,]  3.591770e-07  8.469727e-09  1.139132e-10  8.689485e-13  3.745401e-15
[33,]  4.580748e-06  1.671338e-07  3.502492e-09  4.182656e-11  2.831267e-13
[34,]  3.967856e-05  2.219639e-06  7.202903e-08  1.341056e-09  1.421724e-11
[35,]  2.363325e-04  2.001043e-05  9.964395e-07  2.874746e-08  4.753972e-10
[36,]  9.843990e-04  1.240043e-04  9.353300e-06  4.143706e-07  1.062451e-08
[37,]  2.928818e-03  5.374817e-04  6.034011e-05  4.051433e-06  1.596070e-07
[38,]  6.374537e-03  1.665373e-03  2.723549e-04  2.722300e-05  1.626021e-06
[39,]  1.042393e-02  3.779066e-03  8.796516e-04  1.280457e-04  1.138531e-05
[40,]  1.334080e-02  6.445788e-03  2.083385e-03  4.314608e-04  5.584031e-05
[41,]  1.456329e-02  8.595089e-03  3.711235e-03  1.067636e-03  1.964587e-04
[42,]  1.565545e-02  9.763355e-03  5.165066e-03  1.988553e-03  5.083724e-04
[43,]  1.813320e-02  1.093770e-02  6.123089e-03  2.893203e-03  9.911311e-04
[44,]  2.109192e-02  1.318840e-02  7.177698e-03  3.589130e-03  1.509767e-03
[45,]  2.191575e-02  1.581724e-02  9.036643e-03  4.418117e-03  1.964775e-03
[46,]  1.894582e-02  1.677806e-02  1.118311e-02  5.821795e-03  2.547585e-03
[47,]  1.308010e-02  1.475708e-02  1.209789e-02  7.439083e-03  3.520049e-03
[48,]  6.989645e-03  1.039576e-02  1.080014e-02  8.203135e-03  4.647094e-03
[49,]  2.902435e-03  5.679691e-03  7.741532e-03  7.419726e-03  5.223041e-03
[50,]  1.072371e-03  2.365023e-03  4.323998e-03  5.397301e-03  4.780956e-03

> 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  
     7.9964       0.7544  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1ypx51197022618.ps tmp/1ypx51197022618.png")
> system("convert tmp/2riet1197022618.ps tmp/2riet1197022618.png")
> system("convert tmp/3dbpj1197022618.ps tmp/3dbpj1197022618.png")
> system("convert tmp/4fq7l1197022618.ps tmp/4fq7l1197022618.png")
> system("convert tmp/5dhon1197022618.ps tmp/5dhon1197022618.png")
> system("convert tmp/6j0rm1197022618.ps tmp/6j0rm1197022618.png")
> system("convert tmp/7n82e1197022618.ps tmp/7n82e1197022618.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.457   1.467   3.015