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

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

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

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

> z <- c(88.6,105.4,119.9,107.2,84.1,101.4,105.1,118.7,113.8,113.8,118.9,98.5,91,120.7,127.9,112.4,93.1,107.5,107.3,114.8,120.8,112.2,123.3,100.6,86.7,123.6,125.3,111.1,98.4,102.3,105,128.2,124.7,116.1,131.2,97.7,88.8,132.8,113.9,112.6,104.3,107.5,106,117.3,123.1,114.3,132,92.3,93.7,121.3,113.6,116.3,98.3,111.9,109.3,133.2,118,131.6,134.1,96.7,99.8,128.3,134.9,130.7,107.3,121.6,120.6,140.5,124.8,129.9,159.4,111,110.1,132.7,135,118.6,94,117.9,114.7,113.6,130.6)
> y <- c(80.6,104.1,108.2,93.4,71.9,94.1,94.9,96.4,91.1,84.4,86.4,88,75.1,109.7,103,82.1,68,96.4,94.3,90,88,76.1,82.5,81.4,66.5,97.2,94.1,80.7,70.5,87.8,89.5,99.6,84.2,75.1,92,80.8,73.1,99.8,90,83.1,72.4,78.8,87.3,91,80.1,73.6,86.4,74.5,71.2,92.4,81.5,85.3,69.9,84.2,90.7,100.3,79.4,84.8,92.9,81.6,76,98.7,89.1,88.7,67.1,93.6,97,100.8,80.1,80.7,89.4,81.5,73.6,90.9,97.3,84.3,65.6,87.3,90.5,82.4,80.4)
> x <- c(107.2,107,119,110.4,101.7,102.4,98.8,105.6,104.4,106.3,107.2,108.5,106.9,114.2,125.9,110.6,110.5,106.7,104.7,107.4,109.8,103.4,114.8,114.3,109.6,118.3,127.3,112.3,114.9,108.2,105.4,122.1,113.5,110,125.3,114.3,115.6,127.1,123,122.2,126.4,112.7,105.8,120.9,116.3,115.7,127.9,108.3,121.1,128.6,123.1,127.7,126.6,118.4,110,129.6,115.8,125.9,128.4,114,125.6,128.5,136.6,133.1,124.6,123.5,117.2,135.5,124.8,127.8,133.1,125.7,128.4,131.9,146.3,140.6,129.5,132.4,125.9,126.9,135.8)
> par7 = 'Hout_kurk_riet_vlechtwerk'
> par6 = 'Textiel_kleding_leer'
> par5 = 'Voedings_genotmiddelen'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

Loading GenKern version 1.1
Copyright Lucy and Aykroyd 2000
last update October 2004
requires KernSmooth


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/freestat/rcomp/tmp/19hi41226314278.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/2llr71226314278.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/3o6bh1226314278.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/46xpp1226314278.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/html/freestat/rcomp/tmp/5puns1226314278.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  
   76.07951      0.08269  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/69eef1226314278.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]  58.10036  59.30647  60.51258  61.71869  62.92479  64.13090  65.33701
 [8]  66.54312  67.74922  68.95533  70.16144  71.36755  72.57366  73.77976
[15]  74.98587  76.19198  77.39809  78.60419  79.81030  81.01641  82.22252
[22]  83.42862  84.63473  85.84084  87.04695  88.25305  89.45916  90.66527
[29]  91.87138  93.07748  94.28359  95.48970  96.69581  97.90191  99.10802
[36] 100.31413 101.52024 102.72634 103.93245 105.13856 106.34467 107.55078
[43] 108.75688 109.96299 111.16910 112.37521 113.58131 114.78742 115.99353
[50] 117.19964

$yords
 [1]  74.48454  76.41374  78.34295  80.27215  82.20135  84.13055  86.05976
 [8]  87.98896  89.91816  91.84736  93.77656  95.70577  97.63497  99.56417
[15] 101.49337 103.42258 105.35178 107.28098 109.21018 111.13939 113.06859
[22] 114.99779 116.92699 118.85620 120.78540 122.71460 124.64380 126.57301
[29] 128.50221 130.43141 132.36061 134.28982 136.21902 138.14822 140.07742
[36] 142.00663 143.93583 145.86503 147.79423 149.72344 151.65264 153.58184
[43] 155.51104 157.44024 159.36945 161.29865 163.22785 165.15705 167.08626
[50] 169.01546

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.838559e-03 4.192994e-03 5.756980e-03 7.387940e-03 8.901514e-03
 [2,] 3.678008e-03 5.541622e-03 7.774833e-03 1.020326e-02 1.258166e-02
 [3,] 4.580857e-03 7.005212e-03 9.999527e-03 1.337413e-02 1.683117e-02
 [4,] 5.516512e-03 8.529585e-03 1.233243e-02 1.673883e-02 2.141776e-02
 [5,] 6.440156e-03 1.005696e-02 1.468281e-02 2.014250e-02 2.609022e-02
 [6,] 7.276945e-03 1.150408e-02 1.695505e-02 2.345319e-02 3.063717e-02
 [7,] 7.918252e-03 1.273906e-02 1.901113e-02 2.653116e-02 3.489299e-02
 [8,] 8.243420e-03 1.358503e-02 2.064210e-02 2.917126e-02 3.867790e-02
 [9,] 8.163567e-03 1.386620e-02 2.158972e-02 3.107544e-02 4.171896e-02
[10,] 7.664713e-03 1.348057e-02 2.162948e-02 3.190645e-02 4.363431e-02
[11,] 6.822770e-03 1.245700e-02 2.067630e-02 3.141778e-02 4.403217e-02
[12,] 5.778845e-03 1.095789e-02 1.884598e-02 2.958770e-02 4.268933e-02
[13,] 4.688459e-03 9.221860e-03 1.642701e-02 2.666614e-02 3.969777e-02
[14,] 3.673265e-03 7.479863e-03 1.377579e-02 2.309511e-02 3.547338e-02
[15,] 2.798301e-03 5.891012e-03 1.119694e-02 1.934797e-02 3.061082e-02
[16,] 2.078458e-03 4.525501e-03 8.872981e-03 1.578253e-02 2.567246e-02
[17,] 1.500797e-03 3.388552e-03 6.866306e-03 1.258218e-02 2.103464e-02
[18,] 1.045448e-03 2.458200e-03 5.168845e-03 9.790964e-03 1.686034e-02
[19,] 6.956735e-04 1.711850e-03 3.754916e-03 7.391715e-03 1.317474e-02
[20,] 4.380661e-04 1.133363e-03 2.607505e-03 5.367098e-03 9.965161e-03
[21,] 2.591209e-04 7.077334e-04 1.716402e-03 3.716300e-03 7.237713e-03
[22,] 1.433032e-04 4.146696e-04 1.064836e-03 2.438695e-03 5.015287e-03
[23,] 7.396207e-05 2.274957e-04 6.211383e-04 1.512466e-03 3.305159e-03
[24,] 3.567325e-05 1.170357e-04 3.411796e-04 8.877281e-04 2.073550e-03
[25,] 1.616584e-05 5.678744e-05 1.775351e-04 4.960609e-04 1.245231e-03
[26,] 6.962649e-06 2.629671e-05 8.855227e-05 2.668881e-04 7.230737e-04
[27,] 2.912068e-06 1.186406e-05 4.315985e-05 1.406396e-04 4.118774e-04
[28,] 1.226640e-06 5.387907e-06 2.114252e-05 7.429420e-05 2.343409e-04
[29,] 5.477202e-07 2.572005e-06 1.078386e-05 4.044538e-05 1.359399e-04
[30,] 2.715785e-07 1.342142e-06 5.914755e-06 2.328614e-05 8.204820e-05
[31,] 1.505353e-07 7.725204e-07 3.527273e-06 1.435891e-05 5.222806e-05
[32,] 8.959151e-08 4.759633e-07 2.242225e-06 9.386401e-06 3.500078e-05
[33,] 5.416960e-08 2.993060e-07 1.461292e-06 6.315127e-06 2.420934e-05
[34,] 3.187358e-08 1.843305e-07 9.392813e-07 4.222425e-06 1.677198e-05
[35,] 1.778070e-08 1.081703e-07 5.787208e-07 2.725020e-06 1.130464e-05
[36,] 9.269941e-09 5.951984e-08 3.356899e-07 1.663818e-06 7.251604e-06
[37,] 4.482172e-09 3.043414e-08 1.813957e-07 9.492926e-07 4.363513e-06
[38,] 2.001737e-09 1.439015e-08 9.077100e-08 5.024772e-07 2.441524e-06
[39,] 8.238997e-10 6.274812e-09 4.192328e-08 2.457385e-07 1.263875e-06
[40,] 3.121538e-10 2.519542e-09 1.783814e-08 1.107826e-07 6.035537e-07
[41,] 1.087935e-10 9.308318e-10 6.985294e-09 4.597841e-08 2.654574e-07
[42,] 3.486733e-11 3.162655e-10 2.516017e-09 1.755536e-08 1.074359e-07
[43,] 1.027372e-11 9.879919e-11 8.332945e-10 6.164047e-09 3.999093e-08
[44,] 2.782795e-12 2.837362e-11 2.537246e-10 1.989877e-09 1.368703e-08
[45,] 6.928699e-13 7.490343e-12 7.101716e-11 5.905230e-10 4.306504e-09
[46,] 1.585710e-13 1.817587e-12 1.827160e-11 1.610897e-10 1.245577e-09
[47,] 3.335717e-14 4.054008e-13 4.321047e-12 4.039263e-11 3.311506e-10
[48,] 6.449743e-15 8.311194e-14 9.392752e-13 9.309586e-12 8.092400e-11
[49,] 1.146257e-15 1.566136e-14 1.876658e-13 1.972188e-12 1.817692e-11
[50,] 1.872432e-16 2.712566e-15 3.446374e-14 3.840185e-13 3.752756e-12
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.007890e-02 1.068879e-02 1.056210e-02 9.704133e-03 8.353134e-03
 [2,] 1.460725e-02 1.593575e-02 1.625572e-02 1.544229e-02 1.369830e-02
 [3,] 1.998484e-02 2.237191e-02 2.351141e-02 2.307966e-02 2.114311e-02
 [4,] 2.591750e-02 2.967215e-02 3.203434e-02 3.243882e-02 3.070640e-02
 [5,] 3.203586e-02 3.734962e-02 4.126115e-02 4.297430e-02 4.199058e-02
 [6,] 3.799708e-02 4.488570e-02 5.048704e-02 5.385263e-02 5.417223e-02
 [7,] 4.355262e-02 5.186869e-02 5.906138e-02 6.416187e-02 6.616013e-02
 [8,] 4.852853e-02 5.805598e-02 6.655450e-02 7.317063e-02 7.688912e-02
 [9,] 5.272582e-02 6.331116e-02 7.279465e-02 8.050549e-02 8.562753e-02
[10,] 5.582270e-02 6.745726e-02 7.774615e-02 8.614217e-02 9.214158e-02
[11,] 5.738230e-02 7.016563e-02 8.131255e-02 9.021437e-02 9.662361e-02
[12,] 5.700332e-02 7.099431e-02 8.321700e-02 9.276822e-02 9.942913e-02
[13,] 5.453632e-02 6.958436e-02 8.306877e-02 9.363547e-02 1.007888e-01
[14,] 5.021965e-02 6.589305e-02 8.058777e-02 9.251680e-02 1.006742e-01
[15,] 4.463174e-02 6.029815e-02 7.583203e-02 8.921282e-02 9.888419e-02
[16,] 3.848242e-02 5.349202e-02 6.926332e-02 8.383227e-02 9.526619e-02
[17,] 3.237340e-02 4.623179e-02 6.160281e-02 7.683068e-02 8.990515e-02
[18,] 2.666392e-02 3.910361e-02 5.357693e-02 6.886271e-02 8.315867e-02
[19,] 2.148784e-02 3.242791e-02 4.571469e-02 6.055976e-02 7.553980e-02
[20,] 1.686423e-02 2.631840e-02 3.829659e-02 5.237418e-02 6.754691e-02
[21,] 1.280323e-02 2.080876e-02 3.143619e-02 4.455773e-02 5.954998e-02
[22,] 9.344833e-03 1.594524e-02 2.519801e-02 3.723880e-02 5.177629e-02
[23,] 6.534415e-03 1.180022e-02 1.966351e-02 3.051207e-02 4.436275e-02
[24,] 4.379059e-03 8.430449e-03 1.492295e-02 2.447718e-02 3.741270e-02
[25,] 2.825250e-03 5.832416e-03 1.102940e-02 1.922217e-02 3.101839e-02
[26,] 1.769445e-03 3.930631e-03 7.965018e-03 1.478908e-02 2.525314e-02
[27,] 1.087831e-03 2.600140e-03 5.643515e-03 1.115888e-02 2.016019e-02
[28,] 6.650741e-04 1.702404e-03 3.939939e-03 8.265067e-03 1.575646e-02
[29,] 4.102055e-04 1.113410e-03 2.723894e-03 6.019654e-03 1.204619e-02
[30,] 2.592087e-04 7.356430e-04 1.879334e-03 4.331270e-03 9.026691e-03
[31,] 1.701288e-04 4.974860e-04 1.309168e-03 3.108465e-03 6.676971e-03
[32,] 1.165711e-04 3.478108e-04 9.327267e-04 2.255945e-03 4.938508e-03
[33,] 8.254130e-05 2.510763e-04 6.838950e-04 1.675175e-03 3.707121e-03
[34,] 5.898582e-05 1.841561e-04 5.120888e-04 1.273599e-03 2.847360e-03
[35,] 4.137393e-05 1.338376e-04 3.836073e-04 9.774471e-04 2.223825e-03
[36,] 2.781565e-05 9.401018e-05 2.804105e-04 7.398294e-04 1.732079e-03
[37,] 1.762581e-05 6.260899e-05 1.957600e-04 5.395385e-04 1.313482e-03
[38,] 1.041605e-05 3.903120e-05 1.285390e-04 3.723342e-04 9.498305e-04
[39,] 5.704490e-06 2.259989e-05 7.861660e-05 2.402418e-04 6.453995e-04
[40,] 2.884836e-06 1.209875e-05 4.453023e-05 1.438747e-04 4.082430e-04
[41,] 1.344403e-06 5.972932e-06 2.328180e-05 7.963179e-05 2.390632e-04
[42,] 5.766943e-07 2.715283e-06 1.121466e-05 4.063510e-05 1.291915e-04
[43,] 2.275583e-07 1.135715e-06 4.971747e-06 1.909145e-05 6.431436e-05
[44,] 8.256888e-08 4.368711e-07 2.027365e-06 8.252210e-06 2.946479e-05
[45,] 2.754424e-08 1.545104e-07 7.601758e-07 3.280294e-06 1.241597e-05
[46,] 8.446717e-09 5.023670e-08 2.620457e-07 1.198850e-06 4.810682e-06
[47,] 2.381010e-09 1.501447e-08 8.303806e-08 4.027824e-07 1.713594e-06
[48,] 6.169291e-10 4.124816e-09 2.418745e-08 1.243935e-07 5.611037e-07
[49,] 1.469274e-10 1.041587e-09 6.475943e-09 3.531263e-08 1.688847e-07
[50,] 3.216315e-11 2.417555e-10 1.593705e-09 9.214191e-09 4.672362e-08
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.899494e-03 5.690818e-03 4.858630e-03 4.294023e-03 3.777696e-03
 [2,] 1.153218e-02 9.526029e-03 8.035842e-03 7.043360e-03 6.260159e-03
 [3,] 1.825027e-02 1.522703e-02 1.275972e-02 1.105831e-02 9.845331e-03
 [4,] 2.728833e-02 2.317871e-02 1.944779e-02 1.669079e-02 1.479535e-02
 [5,] 3.850155e-02 3.350146e-02 2.839112e-02 2.426208e-02 2.136660e-02
 [6,] 5.125409e-02 4.587166e-02 3.957399e-02 3.393925e-02 2.975568e-02
 [7,] 6.446568e-02 5.944133e-02 5.251222e-02 4.557172e-02 3.999432e-02
 [8,] 7.685125e-02 7.294676e-02 6.621510e-02 5.856291e-02 5.181793e-02
 [9,] 8.728501e-02 8.501792e-02 7.935088e-02 7.187928e-02 6.458336e-02
[10,] 9.512910e-02 9.458239e-02 9.059793e-02 8.425562e-02 7.732344e-02
[11,] 1.003589e-01 1.011784e-01 9.904457e-02 9.454686e-02 8.896540e-02
[12,] 1.034185e-01 1.050175e-01 1.044455e-01 1.020709e-01 9.863260e-02
[13,] 1.048947e-01 1.067702e-01 1.072076e-01 1.067723e-01 1.058782e-01
[14,] 1.052011e-01 1.072013e-01 1.081272e-01 1.091336e-01 1.107329e-01
[15,] 1.044399e-01 1.068531e-01 1.080314e-01 1.099098e-01 1.135705e-01
[16,] 1.024849e-01 1.059195e-01 1.075040e-01 1.098410e-01 1.149070e-01
[17,] 9.918500e-02 1.043228e-01 1.067929e-01 1.094712e-01 1.152583e-01
[18,] 9.454018e-02 1.018950e-01 1.058779e-01 1.091045e-01 1.150952e-01
[19,] 8.875220e-02 9.853793e-02 1.046115e-01 1.088450e-01 1.148396e-01
[20,] 8.215395e-02 9.428859e-02 1.028394e-01 1.086547e-01 1.148307e-01
[21,] 7.509232e-02 8.929026e-02 1.004600e-01 1.083956e-01 1.152442e-01
[22,] 6.784288e-02 8.371946e-02 9.742352e-02 1.078566e-01 1.160169e-01
[23,] 6.058794e-02 7.772255e-02 9.370169e-02 1.067801e-01 1.168369e-01
[24,] 5.344044e-02 7.138939e-02 8.925748e-02 1.048902e-01 1.172174e-01
[25,] 4.647781e-02 6.476149e-02 8.403263e-02 1.019198e-01 1.166145e-01
[26,] 3.976475e-02 5.785931e-02 7.795806e-02 9.763099e-02 1.145302e-01
[27,] 3.336754e-02 5.071891e-02 7.098746e-02 9.183816e-02 1.105702e-01
[28,] 2.736950e-02 4.343385e-02 6.315385e-02 8.445111e-02 1.044739e-01
[29,] 2.188478e-02 3.619180e-02 5.463688e-02 7.555087e-02 9.616329e-02
[30,] 1.705382e-02 2.928113e-02 4.580688e-02 6.547367e-02 8.583157e-02
[31,] 1.300852e-02 2.304401e-02 3.719988e-02 5.484184e-02 7.402973e-02
[32,] 9.818125e-03 1.778020e-02 2.940220e-02 4.447979e-02 6.166015e-02
[33,] 7.447351e-03 1.364331e-02 2.287834e-02 3.520996e-02 4.981164e-02
[34,] 5.755863e-03 1.058662e-02 1.782393e-02 2.760650e-02 3.946489e-02
[35,] 4.543095e-03 8.391362e-03 1.412287e-02 2.182933e-02 3.119713e-02
[36,] 3.614259e-03 6.762110e-03 1.143191e-02 1.762689e-02 2.503846e-02
[37,] 2.832918e-03 5.436925e-03 9.343303e-03 1.450150e-02 2.055380e-02
[38,] 2.137937e-03 4.258299e-03 7.538749e-03 1.194286e-02 1.709801e-02
[39,] 1.525996e-03 3.181401e-03 5.865621e-03 9.610449e-03 1.410277e-02
[40,] 1.018032e-03 2.233660e-03 4.320591e-03 7.393088e-03 1.125777e-02
[41,] 6.302111e-04 1.459944e-03 2.976131e-03 5.351902e-03 8.528881e-03
[42,] 3.605036e-04 8.833966e-04 1.902817e-03 3.609492e-03 6.051709e-03
[43,] 1.901098e-04 4.932813e-04 1.124353e-03 2.254614e-03 3.989300e-03
[44,] 9.229903e-05 2.537350e-04 6.125093e-04 1.299947e-03 2.431721e-03
[45,] 4.122582e-05 1.201112e-04 3.072134e-04 6.905439e-04 1.367048e-03
[46,] 1.693342e-05 5.229586e-05 1.417622e-04 3.376114e-04 7.077341e-04
[47,] 6.394780e-06 2.093631e-05 6.015805e-05 1.518286e-04 3.371470e-04
[48,] 2.220025e-06 7.705647e-06 2.347150e-05 6.278590e-05 1.477185e-04
[49,] 7.084547e-07 2.607082e-06 8.418741e-06 2.387077e-05 5.951246e-05
[50,] 2.078122e-07 8.108006e-07 2.775757e-06 8.343008e-06 2.204323e-05
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 3.151467e-03 0.0024061152 0.0016480009 0.0010027922 0.0005399187
 [2,] 5.382433e-03 0.0042954370 0.0031010597 0.0019986517 0.0011433616
 [3,] 8.652937e-03 0.0071786901 0.0054464958 0.0037131647 0.0022563140
 [4,] 1.318132e-02 0.0112938229 0.0089692233 0.0064552578 0.0041636431
 [5,] 1.915808e-02 0.0168314748 0.0139226136 0.0105483819 0.0072125389
 [6,] 2.673038e-02 0.0239164613 0.0204883693 0.0162806978 0.0117768647
 [7,] 3.596112e-02 0.0325927687 0.0287471528 0.0238516221 0.0182000463
 [8,] 4.675074e-02 0.0427945445 0.0386561880 0.0333224241 0.0267216002
 [9,] 5.875106e-02 0.0543012251 0.0500293084 0.0445778127 0.0373987531
[10,] 7.133938e-02 0.0667094220 0.0625324929 0.0573146427 0.0500476065
[11,] 8.371148e-02 0.0794712024 0.0757263456 0.0710870792 0.0642448789
[12,] 9.507856e-02 0.0920123521 0.0891714003 0.0854285639 0.0794309500
[13,] 1.048661e-01 0.1038689148 0.1025516380 0.1000179665 0.0951110669
[14,] 1.127961e-01 0.1147366090 0.1157127940 0.1147829743 0.1110654884
[15,] 1.188201e-01 0.1243813335 0.1285334758 0.1298129856 0.1274090872
[16,] 1.229923e-01 0.1324875250 0.1406743487 0.1450522452 0.1443740788
[17,] 1.254143e-01 0.1386098430 0.1513976519 0.1599312131 0.1618605659
[18,] 1.263015e-01 0.1423369214 0.1596689727 0.1732251977 0.1790173064
[19,] 1.260858e-01 0.1435953758 0.1645788064 0.1833525471 0.1941968238
[20,] 1.254119e-01 0.1428685213 0.1658611049 0.1890383690 0.2054487535
[21,] 1.249636e-01 0.1411244216 0.1641556168 0.1899701390 0.2113501191
[22,] 1.251960e-01 0.1394424940 0.1607936017 0.1870104154 0.2116848337
[23,] 1.261328e-01 0.1385443281 0.1572006290 0.1817932861 0.2075255376
[24,] 1.273483e-01 0.1385011852 0.1542671620 0.1759363553 0.2006458889
[25,] 1.281284e-01 0.1387636557 0.1520435280 0.1703441611 0.1926323077
[26,] 1.277003e-01 0.1384469661 0.1498798047 0.1649843275 0.1842393091
[27,] 1.254095e-01 0.1366698886 0.1468456875 0.1591765292 0.1753227124
[28,] 1.207943e-01 0.1327703418 0.1421383724 0.1521169855 0.1652740147
[29,] 1.136065e-01 0.1263608977 0.1352805262 0.1432878453 0.1535858259
[30,] 1.038556e-01 0.1173166516 0.1261148013 0.1325774868 0.1401904028
[31,] 9.190119e-02 0.1058045028 0.1147408797 0.1201839047 0.1254601756
[32,] 7.852399e-02 0.0923668381 0.1015198408 0.1064916589 0.1100102581
[33,] 6.486188e-02 0.0779600382 0.0871362068 0.0920435786 0.0945154325
[34,] 5.216045e-02 0.0638281328 0.0725962667 0.0775718462 0.0796437956
[35,] 4.141365e-02 0.0511921238 0.0590556062 0.0639617409 0.0660535624
[36,] 3.306761e-02 0.0408786440 0.0474971754 0.0520697828 0.0543403018
[37,] 2.694460e-02 0.0330811538 0.0384139739 0.0424528441 0.0448916990
[38,] 2.242241e-02 0.0273843585 0.0316769967 0.0351644506 0.0377243179
[39,] 1.876241e-02 0.0230318467 0.0266668011 0.0297546873 0.0324304382
[40,] 1.541173e-02 0.0192847797 0.0225927330 0.0254877698 0.0283067684
[41,] 1.214648e-02 0.0156898545 0.0188255646 0.0216599157 0.0246180051
[42,] 9.030909e-03 0.0121530802 0.0150850568 0.0178512757 0.0208600293
[43,] 6.265561e-03 0.0088365533 0.0114277041 0.0140025232 0.0168919963
[44,] 4.030100e-03 0.0059785658 0.0080931292 0.0103177382 0.0128918549
[45,] 2.394345e-03 0.0037445072 0.0053218664 0.0070829662 0.0091899286
[46,] 1.311198e-03 0.0021647249 0.0032365082 0.0045075851 0.0060852791
[47,] 6.610822e-04 0.0011531939 0.0018161957 0.0026515704 0.0037307053
[48,] 3.066663e-04 0.0005655700 0.0009391817 0.0014392818 0.0021134331
[49,] 1.308400e-04 0.0002552239 0.0004472007 0.0007201514 0.0011049739
[50,] 5.133182e-05 0.0001059423 0.0001959831 0.0003319390 0.0005327839
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 0.0002570453 0.0001084353 4.078066e-05 1.385773e-05 4.369578e-06
 [2,] 0.0005797965 0.0002612105 1.052836e-04 3.854761e-05 1.319776e-05
 [3,] 0.0012192375 0.0005871918 2.540129e-04 1.003734e-04 3.736156e-05
 [4,] 0.0023978771 0.0012354442 5.742521e-04 2.451875e-04 9.925524e-05
 [5,] 0.0044256844 0.0024402465 1.219556e-03 5.628838e-04 2.476316e-04
 [6,] 0.0076923793 0.0045379692 2.438387e-03 1.216021e-03 5.803376e-04
 [7,] 0.0126327286 0.0079652428 4.597618e-03 2.473895e-03 1.277286e-03
 [8,] 0.0196582532 0.0132225266 8.184083e-03 4.740581e-03 2.638868e-03
 [9,] 0.0290571635 0.0207897866 1.376180e-02 8.555236e-03 5.114737e-03
[10,] 0.0408825457 0.0309961688 2.186730e-02 1.453711e-02 9.296355e-03
[11,] 0.0548752520 0.0438763632 3.284889e-02 2.325687e-02 1.584288e-02
[12,] 0.0704854950 0.0590819977 4.669726e-02 3.504791e-02 2.532557e-02
[13,] 0.0870357628 0.0759280384 6.295352e-02 4.981953e-02 3.801563e-02
[14,] 0.1039890202 0.0936087728 8.078193e-02 6.697088e-02 5.369193e-02
[15,] 0.1211805662 0.1115133247 9.922766e-02 8.549166e-02 7.157372e-02
[16,] 0.1388229194 0.1294617461 1.175618e-01 1.042533e-01 9.045577e-02
[17,] 0.1571835900 0.1476649890 1.355167e-01 1.223740e-01 1.090309e-01
[18,] 0.1760570227 0.1663480314 1.532285e-01 1.394584e-01 1.262699e-01
[19,] 0.1943647448 0.1852159172 1.708619e-01 1.555506e-01 1.416680e-01
[20,] 0.2102301927 0.2031212385 1.881273e-01 1.708032e-01 1.552210e-01
[21,] 0.2216104437 0.2182365386 2.040266e-01 1.850685e-01 1.671516e-01
[22,] 0.2271744000 0.2287262570 2.170650e-01 1.977023e-01 1.775703e-01
[23,] 0.2268914957 0.2335459945 2.258560e-01 2.077477e-01 1.863058e-01
[24,] 0.2219435245 0.2328595449 2.297446e-01 2.143933e-01 1.930141e-01
[25,] 0.2140150470 0.2277959793 2.290255e-01 2.173755e-01 1.974566e-01
[26,] 0.2044284494 0.2197179195 2.246027e-01 2.170191e-01 1.996898e-01
[27,] 0.1936586866 0.2094981418 2.173385e-01 2.138715e-01 1.999741e-01
[28,] 0.1814559367 0.1972584706 2.075503e-01 2.082040e-01 1.984396e-01
[29,] 0.1673808253 0.1826664328 1.949860e-01 1.997565e-01 1.947682e-01
[30,] 0.1513364622 0.1655068356 1.792479e-01 1.879198e-01 1.881678e-01
[31,] 0.1337838716 0.1461222318 1.603437e-01 1.722363e-01 1.777171e-01
[32,] 0.1156104297 0.1254868146 1.390087e-01 1.528959e-01 1.629038e-01
[33,] 0.0978405489 0.1049565369 1.166485e-01 1.309420e-01 1.440556e-01
[34,] 0.0813979957 0.0859059712 9.499688e-02 1.081073e-01 1.224441e-01
[35,] 0.0669978484 0.0694410044 7.569373e-02 8.639854e-02 1.000312e-01
[36,] 0.0551121779 0.0562480161 5.995254e-02 6.762782e-02 7.899397e-02
[37,] 0.0459255882 0.0465378981 4.837146e-02 5.304076e-02 6.121803e-02
[38,] 0.0392686905 0.0400355103 4.087202e-02 4.310549e-02 4.790480e-02
[39,] 0.0345991636 0.0360204773 3.674458e-02 3.746845e-02 3.936549e-02
[40,] 0.0311074412 0.0334635631 3.480745e-02 3.507100e-02 3.501811e-02
[41,] 0.0279480670 0.0312732067 3.368446e-02 3.441888e-02 3.357942e-02
[42,] 0.0245031974 0.0285893159 3.215396e-02 3.396546e-02 3.341864e-02
[43,] 0.0205498886 0.0250046953 2.945892e-02 3.251185e-02 3.299581e-02
[44,] 0.0162546814 0.0206131433 2.545420e-02 2.948837e-02 3.125780e-02
[45,] 0.0120170965 0.0158706250 2.053198e-02 2.501004e-02 2.785584e-02
[46,] 0.0082581716 0.0113511236 1.537316e-02 1.969560e-02 2.310950e-02
[47,] 0.0052578991 0.0075186054 1.065133e-02 1.434881e-02 1.775316e-02
[48,] 0.0030955839 0.0046038388 6.817280e-03 9.652061e-03 1.259544e-02
[49,] 0.0016833208 0.0026034058 4.026956e-03 5.988827e-03 8.241705e-03
[50,] 0.0008448256 0.0013587459 2.194184e-03 3.425676e-03 4.970331e-03
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 1.336407e-06 4.174494e-07 1.364928e-07 4.553501e-08 1.471956e-08
 [2,] 4.420612e-06 1.517889e-06 5.421891e-07 1.952560e-07 6.745139e-08
 [3,] 1.369762e-05 5.151957e-06 2.000048e-06 7.741536e-07 2.850594e-07
 [4,] 3.975813e-05 1.630880e-05 6.845362e-06 2.836671e-06 1.110864e-06
 [5,] 1.080586e-04 4.810530e-05 2.172263e-05 9.603333e-06 3.991655e-06
 [6,] 2.748312e-04 1.321054e-04 6.388110e-05 3.003420e-05 1.322661e-05
 [7,] 6.536121e-04 3.375314e-04 1.740456e-04 8.678038e-05 4.042418e-05
 [8,] 1.452493e-03 8.020230e-04 4.393198e-04 2.317138e-04 1.139946e-04
 [9,] 3.014535e-03 1.772070e-03 1.027636e-03 5.720201e-04 2.967566e-04
[10,] 5.841715e-03 3.641537e-03 2.228836e-03 1.306483e-03 7.136640e-04
[11,] 1.057172e-02 6.963815e-03 4.486123e-03 2.763414e-03 1.586955e-03
[12,] 1.787775e-02 1.240488e-02 8.389605e-03 5.419822e-03 3.266865e-03
[13,] 2.828523e-02 2.061284e-02 1.460077e-02 9.872304e-03 6.235242e-03
[14,] 4.194562e-02 3.201207e-02 2.369432e-02 1.673472e-02 1.105508e-02
[15,] 5.845614e-02 4.657966e-02 3.594376e-02 2.646405e-02 1.825114e-02
[16,] 7.682989e-02 6.370073e-02 5.112348e-02 3.915850e-02 2.813859e-02
[17,] 9.567585e-02 8.219539e-02 6.842257e-02 5.440822e-02 4.065556e-02
[18,] 1.135500e-01 1.005480e-01 8.653805e-02 7.127881e-02 5.527501e-02
[19,] 1.293389e-01 1.172737e-01 1.039416e-01 8.846072e-02 7.105040e-02
[20,] 1.425002e-01 1.312792e-01 1.192314e-01 1.045429e-01 8.679155e-02
[21,] 1.530536e-01 1.420716e-01 1.314355e-01 1.183111e-01 1.013057e-01
[22,] 1.613545e-01 1.497431e-01 1.401620e-01 1.289673e-01 1.136142e-01
[23,] 1.678108e-01 1.547806e-01 1.455658e-01 1.362109e-01 1.230804e-01
[24,] 1.727211e-01 1.578330e-01 1.481951e-01 1.401975e-01 1.294417e-01
[25,] 1.762985e-01 1.595610e-01 1.488189e-01 1.414366e-01 1.327829e-01
[26,] 1.787802e-01 1.605944e-01 1.483056e-01 1.406926e-01 1.335008e-01
[27,] 1.804420e-01 1.615081e-01 1.475396e-01 1.389022e-01 1.322765e-01
[28,] 1.814226e-01 1.627050e-01 1.472996e-01 1.370663e-01 1.300244e-01
[29,] 1.814475e-01 1.641864e-01 1.480432e-01 1.360528e-01 1.277561e-01
[30,] 1.796828e-01 1.653381e-01 1.496423e-01 1.363088e-01 1.263233e-01
[31,] 1.748989e-01 1.649273e-01 1.512283e-01 1.375845e-01 1.260906e-01
[32,] 1.659359e-01 1.614175e-01 1.513087e-01 1.388418e-01 1.266821e-01
[33,] 1.522551e-01 1.535179e-01 1.481978e-01 1.384771e-01 1.269721e-01
[34,] 1.343051e-01 1.407310e-01 1.406181e-01 1.348347e-01 1.254014e-01
[35,] 1.135317e-01 1.236453e-01 1.282151e-01 1.268166e-01 1.205296e-01
[36,] 9.204274e-02 1.038485e-01 1.117556e-01 1.143203e-01 1.115932e-01
[37,] 7.208254e-02 8.351530e-02 9.293797e-02 9.831798e-02 9.881892e-02
[38,] 5.550487e-02 6.484662e-02 7.391279e-02 8.056241e-02 8.336551e-02
[39,] 4.339104e-02 4.955523e-02 5.671933e-02 6.307167e-02 6.694874e-02
[40,] 3.588182e-02 3.853299e-02 4.282576e-02 4.760726e-02 5.133718e-02
[41,] 3.223427e-02 3.175048e-02 3.288170e-02 3.531054e-02 3.792039e-02
[42,] 3.107844e-02 2.837868e-02 2.670131e-02 2.656278e-02 2.746961e-02
[43,] 3.081542e-02 2.708628e-02 2.343900e-02 2.104832e-02 2.010578e-02
[44,] 3.005508e-02 2.643617e-02 2.189465e-02 1.796074e-02 1.542218e-02
[45,] 2.796036e-02 2.527387e-02 2.086742e-02 1.628314e-02 1.269162e-02
[46,] 2.438261e-02 2.299012e-02 1.946329e-02 1.507167e-02 1.109694e-02
[47,] 1.975286e-02 1.957620e-02 1.726785e-02 1.367154e-02 9.933783e-03
[48,] 1.479962e-02 1.547373e-02 1.434013e-02 1.181083e-02 8.742714e-03
[49,] 1.023249e-02 1.130661e-02 1.105451e-02 9.558381e-03 7.345311e-03
[50,] 6.521424e-03 7.621597e-03 7.877409e-03 7.183840e-03 5.789486e-03
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 4.424629e-09 1.223779e-09 3.290380e-10 1.052429e-10 5.058946e-11
 [2,] 2.152790e-08 6.277823e-09 1.745314e-09 5.510246e-10 2.561439e-10
 [3,] 9.649659e-08 2.968755e-08 8.572655e-09 2.694289e-09 1.207760e-09
 [4,] 3.984578e-07 1.293834e-07 3.894891e-08 1.229037e-08 5.311688e-09
 [5,] 1.515745e-06 5.195806e-07 1.635399e-07 5.223612e-08 2.181790e-08
 [6,] 5.312454e-06 1.922545e-06 6.341595e-07 2.065611e-07 8.377858e-08
 [7,] 1.715873e-05 6.555077e-06 2.269892e-06 7.589089e-07 3.008863e-07
 [8,] 5.109032e-05 2.059855e-05 7.497460e-06 2.587254e-06 1.010691e-06
 [9,] 1.402995e-04 5.967467e-05 2.284979e-05 8.175783e-06 3.173814e-06
[10,] 3.555552e-04 1.594566e-04 6.426217e-05 2.392801e-05 9.309939e-06
[11,] 8.322341e-04 3.932589e-04 1.668305e-04 6.482569e-05 2.548525e-05
[12,] 1.801082e-03 8.959512e-04 4.000336e-04 1.625462e-04 6.504023e-05
[13,] 3.608825e-03 1.887869e-03 8.867525e-04 3.772995e-04 1.546235e-04
[14,] 6.706609e-03 3.684785e-03 1.819442e-03 8.112508e-04 3.422685e-04
[15,] 1.158531e-02 6.675357e-03 3.461353e-03 1.617647e-03 7.054548e-04
[16,] 1.865445e-02 1.125302e-02 6.119401e-03 2.996621e-03 1.354792e-03
[17,] 2.809331e-02 1.770882e-02 1.008323e-02 5.169699e-03 2.427752e-03
[18,] 3.973171e-02 2.611835e-02 1.554251e-02 8.332983e-03 4.068967e-03
[19,] 5.301966e-02 3.627156e-02 2.251269e-02 1.260190e-02 6.399773e-03
[20,] 6.711016e-02 4.768273e-02 3.080342e-02 1.796983e-02 9.487179e-03
[21,] 8.102395e-02 5.967874e-02 4.004560e-02 2.429959e-02 1.332529e-02
[22,] 9.382764e-02 7.152364e-02 4.976064e-02 3.134866e-02 1.783592e-02
[23,] 1.047623e-01 8.252479e-02 5.943411e-02 3.880919e-02 2.288277e-02
[24,] 1.133018e-01 9.209172e-02 6.856271e-02 4.633807e-02 2.828471e-02
[25,] 1.191677e-01 9.976048e-02 7.667464e-02 5.356892e-02 3.381892e-02
[26,] 1.223407e-01 1.052211e-01 8.335163e-02 6.012236e-02 3.922037e-02
[27,] 1.230899e-01 1.083732e-01 8.828188e-02 6.564138e-02 4.419760e-02
[28,] 1.219945e-01 1.093969e-01 9.134413e-02 6.986281e-02 4.848040e-02
[29,] 1.198964e-01 1.087841e-01 9.268353e-02 7.270252e-02 5.189209e-02
[30,] 1.177283e-01 1.072677e-01 9.271825e-02 7.430481e-02 5.441206e-02
[31,] 1.162197e-01 1.056154e-01 9.203040e-02 7.500630e-02 5.618390e-02
[32,] 1.155754e-01 1.043358e-01 9.114833e-02 7.519889e-02 5.744181e-02
[33,] 1.152908e-01 1.034175e-01 9.029771e-02 7.513322e-02 5.837073e-02
[34,] 1.142419e-01 1.022509e-01 8.924523e-02 7.475324e-02 5.896150e-02
[35,] 1.110688e-01 9.981562e-02 8.733974e-02 7.366018e-02 5.894355e-02
[36,] 1.047070e-01 9.508387e-02 8.376538e-02 7.125101e-02 5.785121e-02
[37,] 9.482924e-02 8.746413e-02 7.790520e-02 6.698511e-02 5.521226e-02
[38,] 8.199844e-02 7.707801e-02 6.964458e-02 6.065625e-02 5.077602e-02
[39,] 6.748174e-02 6.474851e-02 5.947005e-02 5.253679e-02 4.466864e-02
[40,] 5.284108e-02 5.172786e-02 4.832732e-02 4.332683e-02 3.739834e-02
[41,] 3.949451e-02 3.931216e-02 3.732313e-02 3.394226e-02 2.971194e-02
[42,] 2.841062e-02 2.851300e-02 2.741649e-02 2.524953e-02 2.237637e-02
[43,] 1.999808e-02 1.988912e-02 1.921964e-02 1.786176e-02 1.598429e-02
[44,] 1.416106e-02 1.354497e-02 1.295031e-02 1.205838e-02 1.085342e-02
[45,] 1.045010e-02 9.238493e-03 8.501845e-03 7.820990e-03 7.032010e-03
[46,] 8.243675e-03 6.528533e-03 5.565997e-03 4.933605e-03 4.375600e-03
[47,] 6.916717e-03 4.913734e-03 3.753550e-03 3.091419e-03 2.644159e-03
[48,] 5.967670e-03 3.939786e-03 2.685623e-03 1.984158e-03 1.581703e-03
[49,] 5.085435e-03 3.266139e-03 2.050337e-03 1.345583e-03 9.640103e-04
[50,] 4.150675e-03 2.689792e-03 1.628488e-03 9.750293e-04 6.181176e-04
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 3.191244e-11 2.039319e-11 1.184563e-11 6.082617e-12 2.743965e-12
 [2,] 1.636246e-10 1.094561e-10 6.721578e-11 3.657254e-11 1.749086e-11
 [3,] 7.745744e-10 5.405589e-10 3.506451e-10 2.021262e-10 1.024777e-10
 [4,] 3.389093e-09 2.457140e-09 1.681824e-09 1.026839e-09 5.518708e-10
 [5,] 1.372381e-08 1.028417e-08 7.417325e-09 4.795143e-09 2.731717e-09
 [6,] 5.150993e-08 3.965315e-08 3.008281e-08 2.058405e-08 1.242872e-08
 [7,] 1.795007e-07 1.409377e-07 1.122170e-07 8.122761e-08 5.197705e-08
 [8,] 5.818288e-07 4.621296e-07 3.850842e-07 2.946734e-07 1.998010e-07
 [9,] 1.757502e-06 1.399312e-06 1.215960e-06 9.828019e-07 7.059737e-07
[10,] 4.956401e-06 3.917496e-06 3.534229e-06 3.013778e-06 2.292932e-06
[11,] 1.307175e-05 1.015523e-05 9.459547e-06 8.498044e-06 6.845641e-06
[12,] 3.228564e-05 2.441936e-05 2.332894e-05 2.203670e-05 1.878755e-05
[13,] 7.475916e-05 5.458323e-05 5.305125e-05 5.256191e-05 4.739977e-05
[14,] 1.624191e-04 1.136924e-04 1.113534e-04 1.153443e-04 1.099395e-04
[15,] 3.312696e-04 2.212952e-04 2.160211e-04 2.329515e-04 2.344412e-04
[16,] 6.346764e-04 4.037929e-04 3.880144e-04 4.331926e-04 4.596845e-04
[17,] 1.143190e-03 6.931599e-04 6.468627e-04 7.422209e-04 8.288857e-04
[18,] 1.938597e-03 1.123876e-03 1.004225e-03 1.172866e-03 1.374772e-03
[19,] 3.101845e-03 1.728790e-03 1.458447e-03 1.711877e-03 2.098027e-03
[20,] 4.697889e-03 2.535502e-03 1.993943e-03 2.313153e-03 2.947552e-03
[21,] 6.763179e-03 3.564971e-03 2.587907e-03 2.904183e-03 3.815506e-03
[22,] 9.300430e-03 4.832817e-03 3.223046e-03 3.407606e-03 4.557333e-03
[23,] 1.228002e-02 6.351235e-03 3.900561e-03 3.771004e-03 5.035334e-03
[24,] 1.564162e-02 8.127221e-03 4.645489e-03 3.990946e-03 5.169321e-03
[25,] 1.928972e-02 1.015355e-02 5.499007e-03 4.117912e-03 4.969848e-03
[26,] 2.308520e-02 1.239409e-02 6.498961e-03 4.237800e-03 4.535945e-03
[27,] 2.684548e-02 1.477240e-02 7.657531e-03 4.438462e-03 4.017748e-03
[28,] 3.036834e-02 1.717627e-02 8.948934e-03 4.778052e-03 3.563104e-03
[29,] 3.348194e-02 1.948513e-02 1.031696e-02 5.270949e-03 3.274186e-03
[30,] 3.610189e-02 2.161307e-02 1.170186e-02 5.897284e-03 3.192014e-03
[31,] 3.826091e-02 2.354435e-02 1.307312e-02 6.629030e-03 3.310056e-03
[32,] 4.007993e-02 2.533383e-02 1.444679e-02 7.455872e-03 3.603249e-03
[33,] 4.167753e-02 2.705765e-02 1.586879e-02 8.392597e-03 4.052988e-03
[34,] 4.305318e-02 2.872805e-02 1.736312e-02 9.458292e-03 4.652971e-03
[35,] 4.400864e-02 3.021509e-02 1.886665e-02 1.063375e-02 5.392358e-03
[36,] 4.416552e-02 3.122809e-02 2.018977e-02 1.182002e-02 6.226283e-03
[37,] 4.309236e-02 3.138638e-02 2.103796e-02 1.282768e-02 7.053496e-03
[38,] 4.049182e-02 3.036099e-02 2.110028e-02 1.341530e-02 7.720543e-03
[39,] 3.635742e-02 2.802326e-02 2.017117e-02 1.336910e-02 8.059329e-03
[40,] 3.102029e-02 2.452515e-02 1.824643e-02 1.258914e-02 7.945214e-03
[41,] 2.506327e-02 2.026983e-02 1.554355e-02 1.113807e-02 7.347874e-03
[42,] 1.914744e-02 1.578879e-02 1.243600e-02 9.226911e-03 6.348118e-03
[43,] 1.383288e-02 1.158617e-02 9.335539e-03 7.145164e-03 5.111461e-03
[44,] 9.464600e-03 8.017989e-03 6.578153e-03 5.170795e-03 3.832257e-03
[45,] 6.150407e-03 5.244581e-03 4.357997e-03 3.500075e-03 2.675716e-03
[46,] 3.812155e-03 3.253695e-03 2.722092e-03 2.220377e-03 1.741721e-03
[47,] 2.268251e-03 1.923656e-03 1.609416e-03 1.324140e-03 1.059142e-03
[48,] 1.309069e-03 1.090993e-03 9.054165e-04 7.454768e-04 6.035227e-04
[49,] 7.456356e-04 5.994438e-04 4.880135e-04 3.984133e-04 3.236187e-04
[50,] 4.306173e-04 3.242225e-04 2.544671e-04 2.035897e-04 1.642155e-04
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.086014e-12 3.769942e-13 1.147756e-13 3.064598e-14 7.176388e-15
 [2,] 7.339774e-12 2.701511e-12 8.720641e-13 2.468879e-13 6.129988e-14
 [3,] 4.559443e-11 1.779343e-11 6.090150e-12 1.828128e-12 4.812755e-13
 [4,] 2.603311e-10 1.077201e-10 3.909233e-11 1.244221e-11 3.473058e-12
 [5,] 1.366231e-09 5.993997e-10 2.306415e-10 7.783421e-11 2.303629e-11
 [6,] 6.590324e-09 3.065624e-09 1.250736e-09 4.475338e-10 1.404414e-10
 [7,] 2.921953e-08 1.441129e-08 6.234116e-09 2.365168e-09 7.869710e-10
 [8,] 1.190767e-07 6.226891e-08 2.856064e-08 1.148899e-08 4.053274e-09
 [9,] 4.460337e-07 2.472993e-07 1.202662e-07 5.129609e-08 1.918825e-08
[10,] 1.535667e-06 9.027304e-07 4.654806e-07 2.105081e-07 8.349246e-08
[11,] 4.859776e-06 3.028843e-06 1.655929e-06 7.940265e-07 3.339186e-07
[12,] 1.413607e-05 9.340714e-06 5.414578e-06 2.752857e-06 1.227486e-06
[13,] 3.779531e-05 2.647702e-05 1.627312e-05 8.772337e-06 4.147391e-06
[14,] 9.288552e-05 6.898330e-05 4.495313e-05 2.569383e-05 1.287999e-05
[15,] 2.098293e-04 1.651988e-04 1.141386e-04 6.917122e-05 3.676534e-05
[16,] 4.357128e-04 3.636292e-04 2.663722e-04 1.711607e-04 9.645922e-05
[17,] 8.316954e-04 7.357040e-04 5.713862e-04 3.892834e-04 2.326117e-04
[18,] 1.459407e-03 1.368179e-03 1.126563e-03 8.137860e-04 5.155864e-04
[19,] 2.354323e-03 2.338756e-03 2.041585e-03 1.563644e-03 1.050398e-03
[20,] 3.492033e-03 3.674830e-03 3.400693e-03 2.761524e-03 1.966931e-03
[21,] 4.763081e-03 5.307806e-03 5.206650e-03 4.482743e-03 3.385374e-03
[22,] 5.976150e-03 7.047621e-03 7.327316e-03 6.688423e-03 5.355587e-03
[23,] 6.900841e-03 8.603255e-03 9.478407e-03 9.172552e-03 7.787368e-03
[24,] 7.340651e-03 9.657248e-03 1.127053e-02 1.156234e-02 1.040777e-02
[25,] 7.205692e-03 9.971482e-03 1.231967e-02 1.339664e-02 1.278526e-02
[26,] 6.548880e-03 9.476800e-03 1.238089e-02 1.426758e-02 1.443603e-02
[27,] 5.546072e-03 8.300682e-03 1.144209e-02 1.396779e-02 1.498222e-02
[28,] 4.430436e-03 6.718029e-03 9.729030e-03 1.257090e-02 1.429227e-02
[29,] 3.414630e-03 5.051100e-03 7.618754e-03 1.040271e-02 1.253250e-02
[30,] 2.636460e-03 3.568465e-03 5.506931e-03 7.918443e-03 1.010221e-02
[31,] 2.145923e-03 2.425809e-03 3.692654e-03 5.549328e-03 7.486982e-03
[32,] 1.927721e-03 1.662357e-03 2.324787e-03 3.588418e-03 5.103567e-03
[33,] 1.938132e-03 1.237299e-03 1.414591e-03 2.153324e-03 3.202910e-03
[34,] 2.134136e-03 1.077333e-03 8.879734e-04 1.218111e-03 1.855746e-03
[35,] 2.482378e-03 1.111420e-03 6.424128e-04 6.783098e-04 1.000955e-03
[36,] 2.948710e-03 1.283205e-03 5.849641e-04 4.118670e-04 5.158288e-04
[37,] 3.479624e-03 1.545261e-03 6.455733e-04 3.157359e-04 2.737537e-04
[38,] 3.991148e-03 1.846871e-03 7.729139e-04 3.168269e-04 1.747429e-04
[39,] 4.376784e-03 2.127346e-03 9.244694e-04 3.669727e-04 1.518879e-04
[40,] 4.535131e-03 2.321542e-03 1.060326e-03 4.332025e-04 1.646069e-04
[41,] 4.405254e-03 2.375938e-03 1.144560e-03 4.907951e-04 1.888304e-04
[42,] 3.991412e-03 2.266561e-03 1.152286e-03 5.214246e-04 2.097553e-04
[43,] 3.363391e-03 2.008232e-03 1.076851e-03 5.147871e-04 2.184480e-04
[44,] 2.631900e-03 1.649334e-03 9.317912e-04 4.704342e-04 2.110080e-04
[45,] 1.911623e-03 1.254427e-03 7.455439e-04 3.971841e-04 1.883194e-04
[46,] 1.289244e-03 8.833834e-04 5.512858e-04 3.095426e-04 1.550494e-04
[47,] 8.082665e-04 5.762499e-04 3.767234e-04 2.226091e-04 1.176924e-04
[48,] 4.719433e-04 3.485576e-04 2.380111e-04 1.477355e-04 8.234653e-05
[49,] 2.573779e-04 1.958238e-04 1.391488e-04 9.051323e-05 5.311273e-05
[50,] 1.316200e-04 1.024366e-04 7.538232e-05 5.123080e-05 3.158970e-05
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.473826e-15 2.654571e-16 4.193244e-17 5.809169e-18 7.058063e-19
 [2,] 1.334834e-14 2.549194e-15 4.269590e-16 6.271588e-17 8.079351e-18
 [3,] 1.111191e-13 2.250049e-14 3.995790e-15 6.223308e-16 8.500563e-17
 [4,] 8.502263e-13 1.825429e-13 3.437187e-14 5.676091e-15 8.220593e-16
 [5,] 5.979467e-12 1.361195e-12 2.717603e-13 4.758385e-14 7.307030e-15
 [6,] 3.865206e-11 9.329492e-12 1.974927e-12 3.666504e-13 5.969815e-14
 [7,] 2.296484e-10 5.877278e-11 1.319158e-11 2.596721e-12 4.482924e-13
 [8,] 1.254117e-09 3.403129e-10 8.098906e-11 1.690372e-11 3.094182e-12
 [9,] 6.294991e-09 1.811185e-09 4.570231e-10 1.011397e-10 1.962965e-11
[10,] 2.904252e-08 8.859911e-09 2.370458e-09 5.562155e-10 1.144621e-10
[11,] 1.231559e-07 3.983617e-08 1.130077e-08 2.811552e-09 6.134682e-10
[12,] 4.800187e-07 1.646297e-07 4.951831e-08 1.306266e-08 3.022073e-09
[13,] 1.719666e-06 6.253476e-07 1.994374e-07 5.578273e-08 1.368361e-08
[14,] 5.662548e-06 2.183316e-06 7.382938e-07 2.189524e-07 5.694794e-08
[15,] 1.713809e-05 7.006393e-06 2.512086e-06 7.899190e-07 2.178403e-07
[16,] 4.767543e-05 2.066589e-05 7.856365e-06 2.619371e-06 7.659144e-07
[17,] 1.219017e-04 5.602690e-05 2.258351e-05 7.983520e-06 2.475170e-06
[18,] 2.864881e-04 1.396114e-04 5.966824e-05 2.236524e-05 7.352103e-06
[19,] 6.188509e-04 3.197626e-04 1.449030e-04 5.758842e-05 2.007246e-05
[20,] 1.228705e-03 6.731575e-04 3.234401e-04 1.362947e-04 5.037000e-05
[21,] 2.242291e-03 1.302531e-03 6.635789e-04 2.964867e-04 1.161784e-04
[22,] 3.761130e-03 2.316550e-03 1.251335e-03 5.928074e-04 2.462983e-04
[23,] 5.798656e-03 3.786846e-03 2.168887e-03 1.089443e-03 4.799319e-04
[24,] 8.217103e-03 5.689785e-03 3.455274e-03 1.840252e-03 8.595675e-04
[25,] 1.070269e-02 7.857718e-03 5.059532e-03 2.857147e-03 1.415020e-03
[26,] 1.281298e-02 9.974232e-03 6.809582e-03 4.077276e-03 2.141054e-03
[27,] 1.409909e-02 1.163711e-02 8.423895e-03 5.347982e-03 2.977659e-03
[28,] 1.425992e-02 1.247939e-02 9.578286e-03 6.447510e-03 3.806312e-03
[29,] 1.325656e-02 1.230057e-02 1.001025e-02 7.144575e-03 4.472148e-03
[30,] 1.132759e-02 1.114400e-02 9.615792e-03 7.276846e-03 4.829590e-03
[31,] 8.897129e-03 9.279902e-03 8.490007e-03 6.812277e-03 4.793874e-03
[32,] 6.423864e-03 7.102926e-03 6.889932e-03 5.861706e-03 4.373663e-03
[33,] 4.264316e-03 4.997297e-03 5.139347e-03 4.635950e-03 3.667638e-03
[34,] 2.603810e-03 3.231992e-03 3.523649e-03 3.370058e-03 2.826897e-03
[35,] 1.464468e-03 1.921949e-03 2.220678e-03 2.251762e-03 2.002704e-03
[36,] 7.621169e-04 1.051646e-03 1.286584e-03 1.382939e-03 1.304091e-03
[37,] 3.726021e-04 5.308231e-04 6.855317e-04 7.807408e-04 7.805271e-04
[38,] 1.798410e-04 2.493921e-04 3.364232e-04 4.052615e-04 4.294110e-04
[39,] 9.760904e-05 1.125454e-04 1.528780e-04 1.935812e-04 2.171818e-04
[40,] 7.120833e-05 5.370257e-05 6.560495e-05 8.536903e-05 1.010331e-04
[41,] 6.959912e-05 3.264538e-05 2.839996e-05 3.518473e-05 4.331684e-05
[42,] 7.622481e-05 2.777232e-05 1.458850e-05 1.415598e-05 1.724651e-05
[43,] 8.241084e-05 2.843375e-05 1.050496e-05 6.306773e-06 6.558483e-06
[44,] 8.384975e-05 2.967879e-05 9.805420e-06 3.790252e-06 2.608265e-06
[45,] 7.910800e-05 2.940913e-05 9.782175e-06 3.135778e-06 1.311717e-06
[46,] 6.889057e-05 2.706277e-05 9.407991e-06 2.950465e-06 9.353809e-07
[47,] 5.529202e-05 2.298174e-05 8.433574e-06 2.742085e-06 8.154557e-07
[48,] 4.087897e-05 1.797702e-05 6.980395e-06 2.391210e-06 7.279097e-07
[49,] 2.783656e-05 1.294614e-05 5.320889e-06 1.928170e-06 6.163885e-07
[50,] 1.746006e-05 8.582195e-06 3.732685e-06 1.432087e-06 4.839650e-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  
    46.1250       0.7934  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7roh61226314278.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]  93.79364  94.96737  96.14110  97.31483  98.48856  99.66229 100.83602
 [8] 102.00974 103.18347 104.35720 105.53093 106.70466 107.87839 109.05212
[15] 110.22585 111.39958 112.57330 113.74703 114.92076 116.09449 117.26822
[22] 118.44195 119.61568 120.78941 121.96314 123.13686 124.31059 125.48432
[29] 126.65805 127.83178 129.00551 130.17924 131.35297 132.52670 133.70042
[36] 134.87415 136.04788 137.22161 138.39534 139.56907 140.74280 141.91653
[43] 143.09026 144.26398 145.43771 146.61144 147.78517 148.95890 150.13263
[50] 151.30636

$yords
 [1]  74.48454  76.41374  78.34295  80.27215  82.20135  84.13055  86.05976
 [8]  87.98896  89.91816  91.84736  93.77656  95.70577  97.63497  99.56417
[15] 101.49337 103.42258 105.35178 107.28098 109.21018 111.13939 113.06859
[22] 114.99779 116.92699 118.85620 120.78540 122.71460 124.64380 126.57301
[29] 128.50221 130.43141 132.36061 134.28982 136.21902 138.14822 140.07742
[36] 142.00663 143.93583 145.86503 147.79423 149.72344 151.65264 153.58184
[43] 155.51104 157.44024 159.36945 161.29865 163.22785 165.15705 167.08626
[50] 169.01546

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.413266e-03 1.387524e-03 1.203634e-03 9.557502e-04 7.676911e-04
 [2,] 2.893112e-03 3.117669e-03 2.945288e-03 2.481407e-03 1.964482e-03
 [3,] 4.942680e-03 5.854268e-03 6.058444e-03 5.525186e-03 4.561558e-03
 [4,] 7.098765e-03 9.239042e-03 1.049567e-02 1.045304e-02 9.256006e-03
 [5,] 8.691958e-03 1.240238e-02 1.545834e-02 1.686623e-02 1.623040e-02
 [6,] 9.304019e-03 1.446844e-02 1.971383e-02 2.354397e-02 2.474081e-02
 [7,] 9.062702e-03 1.517349e-02 2.240864e-02 2.913860e-02 3.339702e-02
 [8,] 8.450454e-03 1.494392e-02 2.357012e-02 3.301247e-02 4.098711e-02
 [9,] 7.845002e-03 1.436267e-02 2.375638e-02 3.529977e-02 4.692398e-02
[10,] 7.271664e-03 1.363739e-02 2.332284e-02 3.622823e-02 5.087507e-02
[11,] 6.547191e-03 1.258513e-02 2.214019e-02 3.562574e-02 5.228392e-02
[12,] 5.585687e-03 1.103099e-02 1.996184e-02 3.316143e-02 5.054839e-02
[13,] 4.537043e-03 9.146181e-03 1.695303e-02 2.897002e-02 4.567718e-02
[14,] 3.643459e-03 7.376684e-03 1.379965e-02 2.396758e-02 3.873748e-02
[15,] 3.003041e-03 6.053307e-03 1.124050e-02 1.944281e-02 3.158715e-02
[16,] 2.512818e-03 5.125673e-03 9.486169e-03 1.618013e-02 2.587095e-02
[17,] 2.025070e-03 4.305656e-03 8.161057e-03 1.397225e-02 2.201550e-02
[18,] 1.502497e-03 3.404980e-03 6.798790e-03 1.205478e-02 1.923304e-02
[19,] 1.013563e-03 2.472000e-03 5.283069e-03 9.930006e-03 1.653216e-02
[20,] 6.328276e-04 1.659829e-03 3.813204e-03 7.677244e-03 1.358411e-02
[21,] 3.823525e-04 1.063562e-03 2.611178e-03 5.633124e-03 1.066543e-02
[22,] 2.443894e-04 6.890494e-04 1.762942e-03 4.026151e-03 8.131341e-03
[23,] 1.910652e-04 5.020997e-04 1.256980e-03 2.921829e-03 6.164364e-03
[24,] 1.938402e-04 4.593020e-04 1.050695e-03 2.319312e-03 4.853653e-03
[25,] 2.200775e-04 5.031698e-04 1.070771e-03 2.171436e-03 4.251104e-03
[26,] 2.359437e-04 5.590600e-04 1.190894e-03 2.326611e-03 4.270427e-03
[27,] 2.196590e-04 5.590631e-04 1.256163e-03 2.518958e-03 4.584314e-03
[28,] 1.721520e-04 4.775700e-04 1.160068e-03 2.480401e-03 4.709935e-03
[29,] 1.123256e-04 3.416518e-04 9.066299e-04 2.104201e-03 4.289812e-03
[30,] 6.076093e-05 2.031405e-04 5.915483e-04 1.502146e-03 3.333217e-03
[31,] 2.720210e-05 1.000752e-04 3.204313e-04 8.934523e-04 2.171541e-03
[32,] 1.007129e-05 4.079300e-05 1.437507e-04 4.408353e-04 1.177046e-03
[33,] 3.082637e-06 1.375012e-05 5.335026e-05 1.800821e-04 5.289452e-04
[34,] 7.799054e-07 3.831437e-06 1.637153e-05 6.084905e-05 1.967458e-04
[35,] 1.630833e-07 8.824505e-07 4.152986e-06 1.699944e-05 6.052549e-05
[36,] 2.818430e-08 1.679818e-07 8.707570e-07 3.925726e-06 1.539377e-05
[37,] 4.025573e-09 2.642791e-08 1.508946e-07 7.493165e-07 3.236286e-06
[38,] 4.751885e-10 3.436249e-09 2.161112e-08 1.182084e-07 5.623491e-07
[39,] 4.635757e-11 3.692537e-10 2.558014e-09 1.541204e-08 8.076196e-08
[40,] 3.737581e-12 3.279305e-11 2.502351e-10 1.660724e-09 9.586189e-09
[41,] 2.490438e-13 2.406885e-12 2.023082e-11 1.478980e-10 9.404373e-10
[42,] 1.371439e-14 1.459979e-13 1.351766e-12 1.088584e-11 7.625635e-11
[43,] 6.241565e-16 7.319104e-15 7.464798e-14 6.622321e-13 5.111152e-12
[44,] 2.347621e-17 3.032445e-16 3.407009e-15 3.329910e-14 2.832169e-13
[45,] 7.297704e-19 1.038395e-17 1.285255e-16 1.384133e-15 1.297746e-14
[46,] 1.874867e-20 2.938853e-19 4.007718e-18 4.756902e-17 4.919497e-16
[47,] 3.981009e-22 6.874895e-21 1.033141e-19 1.352130e-18 1.544024e-17
[48,] 6.986766e-24 1.329460e-22 2.202353e-21 3.180661e-20 4.017774e-19
[49,] 1.013558e-25 2.125598e-24 3.883868e-23 6.198139e-22 8.688277e-21
[50,] 1.215557e-27 2.810802e-26 5.670613e-25 1.002368e-23 1.567594e-22
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 7.490610e-04 9.793626e-04 1.520706e-03 2.429629e-03 3.728489e-03
 [2,] 1.660057e-03 1.769429e-03 2.404148e-03 3.616227e-03 5.425446e-03
 [3,] 3.675754e-03 3.354665e-03 3.901399e-03 5.404628e-03 7.808649e-03
 [4,] 7.597493e-03 6.403903e-03 6.438637e-03 8.051869e-03 1.116247e-02
 [5,] 1.409375e-02 1.175227e-02 1.066899e-02 1.186029e-02 1.555871e-02
 [6,] 2.316734e-02 2.003898e-02 1.743793e-02 1.738547e-02 2.099926e-02
 [7,] 3.396824e-02 3.129461e-02 2.751767e-02 2.558082e-02 2.793517e-02
 [8,] 4.522503e-02 4.485084e-02 4.121977e-02 3.755582e-02 3.757405e-02
 [9,] 5.574845e-02 5.949738e-02 5.803004e-02 5.388487e-02 5.136207e-02
[10,] 6.437857e-02 7.346157e-02 7.624533e-02 7.370959e-02 6.970473e-02
[11,] 6.973369e-02 8.436476e-02 9.286364e-02 9.421478e-02 9.080901e-02
[12,] 7.052697e-02 8.981547e-02 1.043527e-01 1.112664e-01 1.108334e-01
[13,] 6.635231e-02 8.852682e-02 1.081889e-01 1.212204e-01 1.256588e-01
[14,] 5.821149e-02 8.102613e-02 1.039464e-01 1.224845e-01 1.328371e-01
[15,] 4.834849e-02 6.951831e-02 9.320991e-02 1.155780e-01 1.318783e-01
[16,] 3.931956e-02 5.711326e-02 7.888811e-02 1.023701e-01 1.232288e-01
[17,] 3.266013e-02 4.656424e-02 6.438095e-02 8.572596e-02 1.080286e-01
[18,] 2.818958e-02 3.901696e-02 5.239509e-02 6.916366e-02 8.897780e-02
[19,] 2.469933e-02 3.384746e-02 4.389815e-02 5.568230e-02 7.027660e-02
[20,] 2.125891e-02 2.979905e-02 3.826218e-02 4.656324e-02 5.579285e-02
[21,] 1.775215e-02 2.611905e-02 3.437710e-02 4.139435e-02 4.727410e-02
[22,] 1.446366e-02 2.265898e-02 3.140420e-02 3.893974e-02 4.417238e-02
[23,] 1.162499e-02 1.943794e-02 2.875446e-02 3.776565e-02 4.453475e-02
[24,] 9.402048e-03 1.652338e-02 2.602053e-02 3.654939e-02 4.593571e-02
[25,] 7.994968e-03 1.417609e-02 2.319743e-02 3.449108e-02 4.629038e-02
[26,] 7.516610e-03 1.277486e-02 2.075972e-02 3.166066e-02 4.457057e-02
[27,] 7.744652e-03 1.243646e-02 1.927839e-02 2.884265e-02 4.110572e-02
[28,] 8.056732e-03 1.267326e-02 1.878826e-02 2.681213e-02 3.714437e-02
[29,] 7.739782e-03 1.251145e-02 1.846240e-02 2.548517e-02 3.373638e-02
[30,] 6.486933e-03 1.114339e-02 1.707950e-02 2.375732e-02 3.071475e-02
[31,] 4.608875e-03 8.568826e-03 1.403315e-02 2.043757e-02 2.688394e-02
[32,] 2.738632e-03 5.561109e-03 9.882435e-03 1.544363e-02 2.140432e-02
[33,] 1.352501e-03 3.012829e-03 5.854644e-03 9.948476e-03 1.484609e-02
[34,] 5.535202e-04 1.355492e-03 2.891221e-03 5.377785e-03 8.741836e-03
[35,] 1.874635e-04 5.051858e-04 1.184921e-03 2.420481e-03 4.311131e-03
[36,] 5.250454e-05 1.557837e-04 4.021678e-04 9.036928e-04 1.768849e-03
[37,] 1.215725e-05 3.972504e-05 1.129286e-04 2.793824e-04 6.019493e-04
[38,] 2.326840e-06 8.374655e-06 2.622335e-05 7.146836e-05 1.696914e-04
[39,] 3.680999e-07 1.459453e-06 5.035038e-06 1.512487e-05 3.962104e-05
[40,] 4.813164e-08 2.102518e-07 7.994304e-07 2.648757e-06 7.667745e-06
[41,] 5.202114e-09 2.504179e-08 1.049898e-07 3.841271e-07 1.232046e-06
[42,] 4.647899e-10 2.466447e-09 1.141181e-08 4.619410e-08 1.648798e-07
[43,] 3.433546e-11 2.009806e-10 1.027688e-09 4.617760e-09 1.847581e-08
[44,] 2.097899e-12 1.355992e-11 7.681893e-11 3.853039e-10 1.748365e-09
[45,] 1.060825e-13 7.585574e-13 4.781370e-12 2.701709e-11 1.414817e-10
[46,] 4.443968e-15 3.526862e-14 2.491149e-13 1.608607e-12 9.950298e-12
[47,] 1.545101e-16 1.368434e-15 1.095615e-14 8.251404e-14 6.184685e-13
[48,] 4.472511e-18 4.460474e-17 4.118218e-16 3.709216e-15 3.436083e-14
[49,] 1.083424e-19 1.233975e-18 1.344431e-17 1.483267e-16 1.707004e-15
[50,] 2.214561e-21 2.939200e-20 3.876667e-19 5.310890e-18 7.501532e-17
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.324916e-03 6.934124e-03 8.107629e-03 8.418788e-03 7.707876e-03
 [2,] 7.777336e-03 1.042354e-02 1.282989e-02 1.427618e-02 1.418626e-02
 [3,] 1.098537e-02 1.470286e-02 1.848116e-02 2.150138e-02 2.279765e-02
 [4,] 1.541550e-02 2.036466e-02 2.550633e-02 3.012945e-02 3.321121e-02
 [5,] 2.124962e-02 2.800579e-02 3.489091e-02 4.112506e-02 4.590772e-02
 [6,] 2.809800e-02 3.737614e-02 4.705733e-02 5.564898e-02 6.225656e-02
 [7,] 3.549753e-02 4.727098e-02 6.079986e-02 7.331502e-02 8.291530e-02
 [8,] 4.385048e-02 5.666735e-02 7.379461e-02 9.142091e-02 1.059210e-01
 [9,] 5.465651e-02 6.599245e-02 8.452701e-02 1.065184e-01 1.269205e-01
[10,] 6.937934e-02 7.689961e-02 9.354712e-02 1.169503e-01 1.418961e-01
[11,] 8.771507e-02 9.044943e-02 1.024742e-01 1.235629e-01 1.496812e-01
[12,] 1.069507e-01 1.055494e-01 1.118383e-01 1.278872e-01 1.516188e-01
[13,] 1.233392e-01 1.195117e-01 1.204176e-01 1.302614e-01 1.492384e-01
[14,] 1.342718e-01 1.302176e-01 1.269296e-01 1.303746e-01 1.432497e-01
[15,] 1.388740e-01 1.371903e-01 1.316924e-01 1.292120e-01 1.349794e-01
[16,] 1.366315e-01 1.400715e-01 1.355249e-01 1.290039e-01 1.274717e-01
[17,] 1.266083e-01 1.367701e-01 1.369095e-01 1.302411e-01 1.234906e-01
[18,] 1.090699e-01 1.246841e-01 1.316376e-01 1.293891e-01 1.220882e-01
[19,] 8.741106e-02 1.043388e-01 1.166857e-01 1.211987e-01 1.183633e-01
[20,] 6.728538e-02 8.094260e-02 9.438135e-02 1.040767e-01 1.078860e-01
[21,] 5.346638e-02 6.160761e-02 7.192733e-02 8.270659e-02 9.145156e-02
[22,] 4.759652e-02 5.111577e-02 5.671816e-02 6.504816e-02 7.507480e-02
[23,] 4.825999e-02 5.000026e-02 5.215544e-02 5.702018e-02 6.551448e-02
[24,] 5.231070e-02 5.539182e-02 5.688510e-02 5.959670e-02 6.588963e-02
[25,] 5.626530e-02 6.287011e-02 6.648305e-02 6.938513e-02 7.451263e-02
[26,] 5.746973e-02 6.813771e-02 7.556292e-02 8.078333e-02 8.639878e-02
[27,] 5.495634e-02 6.838569e-02 7.956045e-02 8.811099e-02 9.555962e-02
[28,] 4.964936e-02 6.325558e-02 7.627975e-02 8.749251e-02 9.711777e-02
[29,] 4.351441e-02 5.477064e-02 6.676429e-02 7.840231e-02 8.912847e-02
[30,] 3.793368e-02 4.577258e-02 5.448557e-02 6.387458e-02 7.353452e-02
[31,] 3.268864e-02 3.783488e-02 4.289926e-02 4.854453e-02 5.513551e-02
[32,] 2.668903e-02 3.062064e-02 3.335014e-02 3.571575e-02 3.871111e-02
[33,] 1.960647e-02 2.322369e-02 2.522702e-02 2.598933e-02 2.650402e-02
[34,] 1.246803e-02 1.571592e-02 1.774005e-02 1.835430e-02 1.807945e-02
[35,] 6.709709e-03 9.163139e-03 1.106847e-02 1.200865e-02 1.203914e-02
[36,] 3.020466e-03 4.513440e-03 5.939397e-03 6.972614e-03 7.489464e-03
[37,] 1.131250e-03 1.860662e-03 2.698337e-03 3.504602e-03 4.202822e-03
[38,] 3.517846e-04 6.399148e-04 1.032717e-03 1.512975e-03 2.097686e-03
[39,] 9.083590e-05 1.837455e-04 3.337836e-04 5.635596e-04 9.327280e-04
[40,] 1.951173e-05 4.423871e-05 9.188517e-05 1.833674e-04 3.719288e-04
[41,] 3.500131e-06 9.003122e-06 2.184114e-05 5.288439e-05 1.331952e-04
[42,] 5.278882e-07 1.568133e-06 4.557844e-06 1.365089e-05 4.247885e-05
[43,] 6.764243e-08 2.375677e-07 8.470540e-07 3.150473e-06 1.187483e-05
[44,] 7.472233e-09 3.182851e-08 1.409697e-07 6.425386e-07 2.859650e-06
[45,] 7.238514e-10 3.812650e-09 2.087672e-08 1.138674e-07 5.846766e-07
[46,] 6.240628e-11 4.082906e-10 2.710514e-09 1.725218e-08 1.004451e-07
[47,] 4.817550e-12 3.865542e-11 3.033005e-10 2.207017e-09 1.440230e-08
[48,] 3.310669e-13 3.181944e-12 2.882686e-11 2.363738e-10 1.716474e-09
[49,] 1.995874e-14 2.240552e-13 2.302849e-12 2.108182e-11 1.696239e-10
[50,] 1.037652e-15 1.332617e-14 1.535708e-13 1.560770e-12 1.387929e-11
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 6.195440e-03 4.361692e-03 2.687033e-03 1.448594e-03 6.839834e-04
 [2,] 1.248445e-02 9.681245e-03 6.598403e-03 3.949577e-03 2.077331e-03
 [3,] 2.173964e-02 1.846925e-02 1.389903e-02 9.239574e-03 5.422603e-03
 [4,] 3.367120e-02 3.096671e-02 2.556433e-02 1.882074e-02 1.231791e-02
 [5,] 4.821611e-02 4.703474e-02 4.201333e-02 3.396700e-02 2.466740e-02
 [6,] 6.626560e-02 6.688967e-02 6.329083e-02 5.531295e-02 4.407558e-02
 [7,] 8.892165e-02 9.120260e-02 8.932799e-02 8.260040e-02 7.098262e-02
 [8,] 1.153835e-01 1.197343e-01 1.194725e-01 1.144262e-01 1.038847e-01
 [9,] 1.417433e-01 1.496214e-01 1.513483e-01 1.479259e-01 1.391598e-01
[10,] 1.626472e-01 1.756112e-01 1.804683e-01 1.788447e-01 1.718606e-01
[11,] 1.746115e-01 1.928066e-01 2.018466e-01 2.026571e-01 1.973284e-01
[12,] 1.775965e-01 1.994161e-01 2.126518e-01 2.165199e-01 2.129654e-01
[13,] 1.734546e-01 1.966916e-01 2.132591e-01 2.204693e-01 2.191154e-01
[14,] 1.637678e-01 1.866427e-01 2.056482e-01 2.164532e-01 2.181603e-01
[15,] 1.500055e-01 1.708127e-01 1.913914e-01 2.061573e-01 2.122866e-01
[16,] 1.351336e-01 1.514515e-01 1.718292e-01 1.902157e-01 2.019670e-01
[17,] 1.232663e-01 1.325951e-01 1.497455e-01 1.696606e-01 1.867240e-01
[18,] 1.165284e-01 1.184229e-01 1.295771e-01 1.475260e-01 1.673130e-01
[19,] 1.126572e-01 1.101248e-01 1.151013e-01 1.282802e-01 1.469400e-01
[20,] 1.069065e-01 1.050959e-01 1.070074e-01 1.153968e-01 1.301598e-01
[21,] 9.685526e-02 9.988952e-02 1.032206e-01 1.095953e-01 1.204379e-01
[22,] 8.505321e-02 9.385716e-02 1.016244e-01 1.094480e-01 1.185955e-01
[23,] 7.693879e-02 8.966805e-02 1.020979e-01 1.132974e-01 1.232256e-01
[24,] 7.654927e-02 9.060907e-02 1.059579e-01 1.203003e-01 1.321203e-01
[25,] 8.386509e-02 9.754884e-02 1.138107e-01 1.298715e-01 1.432064e-01
[26,] 9.504250e-02 1.078560e-01 1.238485e-01 1.403599e-01 1.543634e-01
[27,] 1.044171e-01 1.165422e-01 1.318708e-01 1.482679e-01 1.625719e-01
[28,] 1.068266e-01 1.185805e-01 1.331220e-01 1.491620e-01 1.638286e-01
[29,] 9.954125e-02 1.110463e-01 1.246897e-01 1.400289e-01 1.549071e-01
[30,] 8.346064e-02 9.430062e-02 1.068423e-01 1.210792e-01 1.356279e-01
[31,] 6.284009e-02 7.194692e-02 8.285316e-02 9.557181e-02 1.091863e-01
[32,] 4.308543e-02 4.932350e-02 5.773993e-02 6.832888e-02 8.041504e-02
[33,] 2.787749e-02 3.097109e-02 3.632106e-02 4.409989e-02 5.393021e-02
[34,] 1.787529e-02 1.871955e-02 2.134381e-02 2.615315e-02 3.313840e-02
[35,] 1.169611e-02 1.173410e-02 1.282568e-02 1.541631e-02 1.969562e-02
[36,] 7.691717e-03 8.016970e-03 8.905796e-03 1.062213e-02 1.324322e-02
[37,] 4.889406e-03 5.827045e-03 7.281017e-03 9.311695e-03 1.171285e-02
[38,] 2.910622e-03 4.201413e-03 6.229453e-03 9.029649e-03 1.222995e-02
[39,] 1.591643e-03 2.818414e-03 4.957138e-03 8.200132e-03 1.229412e-02
[40,] 7.866507e-04 1.683594e-03 3.445591e-03 6.443025e-03 1.073130e-02
[41,] 3.448597e-04 8.705494e-04 2.033960e-03 4.258378e-03 7.862632e-03
[42,] 1.314785e-04 3.826372e-04 1.006559e-03 2.343987e-03 4.786666e-03
[43,] 4.285358e-05 1.413405e-04 4.148975e-04 1.070310e-03 2.413511e-03
[44,] 1.179048e-05 4.357236e-05 1.419543e-04 4.047002e-04 1.006732e-03
[45,] 2.715293e-06 1.116411e-05 4.023807e-05 1.266021e-04 3.472311e-04
[46,] 5.206612e-07 2.371685e-06 9.439384e-06 3.275117e-05 9.900705e-05
[47,] 8.286642e-08 4.171636e-07 1.831505e-06 7.004541e-06 2.333498e-05
[48,] 1.092665e-08 6.070528e-08 2.938212e-07 1.238333e-06 4.545873e-06
[49,] 1.192394e-09 7.305007e-09 3.896602e-08 1.809529e-07 7.319519e-07
[50,] 1.076250e-10 7.267361e-10 4.271393e-09 2.185470e-08 9.740847e-08
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 2.833128e-04 1.031913e-04 3.315660e-05 9.436216e-06 2.389824e-06
 [2,] 9.616512e-04 3.928427e-04 1.421056e-04 4.570685e-05 1.312912e-05
 [3,] 2.812696e-03 1.292410e-03 5.277345e-04 1.921897e-04 6.264036e-05
 [4,] 7.162599e-03 3.704434e-03 1.707716e-03 7.034391e-04 2.594768e-04
 [5,] 1.602718e-02 9.304036e-03 4.826810e-03 2.239716e-03 9.302202e-04
 [6,] 3.173431e-02 2.053589e-02 1.191202e-02 6.185841e-03 2.873480e-03
 [7,] 5.587958e-02 3.987889e-02 2.562949e-02 1.477454e-02 7.619954e-03
 [8,] 8.789101e-02 6.823105e-02 4.805419e-02 3.047544e-02 1.731992e-02
 [9,] 1.241927e-01 1.032544e-01 7.871284e-02 5.438607e-02 3.379717e-02
[10,] 1.589976e-01 1.392861e-01 1.133977e-01 8.446770e-02 5.692472e-02
[11,] 1.866287e-01 1.695912e-01 1.453822e-01 1.154045e-01 8.357721e-02
[12,] 2.039841e-01 1.896755e-01 1.687861e-01 1.409953e-01 1.086035e-01
[13,] 2.115934e-01 1.993081e-01 1.816982e-01 1.576319e-01 1.276506e-01
[14,] 2.125822e-01 2.018987e-01 1.867144e-01 1.661589e-01 1.397312e-01
[15,] 2.101529e-01 2.017731e-01 1.886324e-01 1.707185e-01 1.474403e-01
[16,] 2.053835e-01 2.012519e-01 1.910768e-01 1.755861e-01 1.547026e-01
[17,] 1.971062e-01 1.995152e-01 1.943493e-01 1.823243e-01 1.638468e-01
[18,] 1.839203e-01 1.939154e-01 1.957348e-01 1.890356e-01 1.740667e-01
[19,] 1.665826e-01 1.827027e-01 1.918500e-01 1.919136e-01 1.820744e-01
[20,] 1.487442e-01 1.672641e-01 1.815735e-01 1.880693e-01 1.843479e-01
[21,] 1.353279e-01 1.521846e-01 1.677344e-01 1.781241e-01 1.798044e-01
[22,] 1.298005e-01 1.427976e-01 1.560573e-01 1.667863e-01 1.714460e-01
[23,] 1.325317e-01 1.419765e-01 1.516426e-01 1.603005e-01 1.653447e-01
[24,] 1.412602e-01 1.487151e-01 1.556392e-01 1.621543e-01 1.667219e-01
[25,] 1.527603e-01 1.593632e-01 1.648845e-01 1.705864e-01 1.758198e-01
[26,] 1.640705e-01 1.699800e-01 1.745039e-01 1.801404e-01 1.873684e-01
[27,] 1.723595e-01 1.775461e-01 1.807185e-01 1.856021e-01 1.943843e-01
[28,] 1.742348e-01 1.794037e-01 1.813782e-01 1.844797e-01 1.927183e-01
[29,] 1.664351e-01 1.727889e-01 1.748298e-01 1.763507e-01 1.823051e-01
[30,] 1.480732e-01 1.562483e-01 1.598377e-01 1.612898e-01 1.651277e-01
[31,] 1.218379e-01 1.314888e-01 1.371697e-01 1.400122e-01 1.432781e-01
[32,] 9.253053e-02 1.028680e-01 1.102187e-01 1.148817e-01 1.189215e-01
[33,] 6.472472e-02 7.491616e-02 8.318483e-02 8.931126e-02 9.454211e-02
[34,] 4.172166e-02 5.076906e-02 5.903710e-02 6.594306e-02 7.211064e-02
[35,] 2.553403e-02 3.239540e-02 3.945744e-02 4.609653e-02 5.247931e-02
[36,] 1.673871e-02 2.098891e-02 2.575431e-02 3.079014e-02 3.618725e-02
[37,] 1.417122e-02 1.650752e-02 1.878771e-02 2.127496e-02 2.439959e-02
[38,] 1.513374e-02 1.709561e-02 1.793720e-02 1.808634e-02 1.839055e-02
[39,] 1.641557e-02 1.944502e-02 2.057103e-02 1.981042e-02 1.804646e-02
[40,] 1.574088e-02 2.026991e-02 2.297221e-02 2.311684e-02 2.106298e-02
[41,] 1.271848e-02 1.799501e-02 2.231257e-02 2.439082e-02 2.380511e-02
[42,] 8.541316e-03 1.331337e-02 1.816815e-02 2.183102e-02 2.336318e-02
[43,] 4.749293e-03 8.159993e-03 1.227551e-02 1.626859e-02 1.922101e-02
[44,] 2.184005e-03 4.136734e-03 6.863504e-03 1.004302e-02 1.312736e-02
[45,] 8.303067e-04 1.733792e-03 3.173336e-03 5.129174e-03 7.423963e-03
[46,] 2.609307e-04 6.006938e-04 1.213032e-03 2.166520e-03 3.474458e-03
[47,] 6.777828e-05 1.720335e-04 3.833568e-04 7.568193e-04 1.345521e-03
[48,] 1.455210e-05 4.072644e-05 1.001648e-04 2.186504e-04 4.311861e-04
[49,] 2.582429e-06 7.969820e-06 2.163826e-05 5.224708e-05 1.143529e-04
[50,] 3.787905e-07 1.289248e-06 3.864924e-06 1.032659e-05 2.510032e-05
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 5.412812e-07 1.101351e-07 2.019595e-08 3.341441e-09 4.981981e-10
 [2,] 3.381741e-06 7.834328e-07 1.634468e-07 3.068509e-08 5.170029e-09
 [3,] 1.832181e-05 4.815772e-06 1.137110e-06 2.407165e-07 4.553499e-08
 [4,] 8.582074e-05 2.545159e-05 6.758863e-06 1.603100e-06 3.384768e-07
 [5,] 3.458312e-04 1.149841e-04 3.412656e-05 9.017381e-06 2.114750e-06
 [6,] 1.192851e-03 4.418547e-04 1.457400e-04 4.269483e-05 1.107784e-05
 [7,] 3.508886e-03 1.439716e-03 5.251635e-04 1.698829e-04 4.861004e-05
 [8,] 8.791336e-03 3.974539e-03 1.596383e-03 5.682225e-04 1.787962e-04
 [9,] 1.879196e-02 9.313806e-03 4.102192e-03 1.601244e-03 5.525339e-04
[10,] 3.444614e-02 1.861806e-02 8.953450e-03 3.818901e-03 1.440773e-03
[11,] 5.464280e-02 3.201999e-02 1.673150e-02 7.766076e-03 3.192071e-03
[12,] 7.608166e-02 4.800665e-02 2.710071e-02 1.362108e-02 6.072854e-03
[13,] 9.489514e-02 6.395719e-02 3.873826e-02 2.095594e-02 1.007933e-02
[14,] 1.090232e-01 7.774411e-02 5.010985e-02 2.896461e-02 1.493008e-02
[15,] 1.193725e-01 8.912307e-02 6.055995e-02 3.709274e-02 2.033615e-02
[16,] 1.287606e-01 9.964242e-02 7.069972e-02 4.548876e-02 2.631976e-02
[17,] 1.395296e-01 1.111027e-01 8.164440e-02 5.474709e-02 3.319336e-02
[18,] 1.516948e-01 1.238645e-01 9.374694e-02 6.510059e-02 4.111006e-02
[19,] 1.628672e-01 1.363479e-01 1.059668e-01 7.583930e-02 4.960428e-02
[20,] 1.698045e-01 1.459948e-01 1.164182e-01 8.558303e-02 5.767419e-02
[21,] 1.706632e-01 1.509909e-01 1.236634e-01 9.326008e-02 6.448980e-02
[22,] 1.669124e-01 1.519257e-01 1.280087e-01 9.914263e-02 7.026079e-02
[23,] 1.635560e-01 1.525563e-01 1.322775e-01 1.054768e-01 7.678789e-02
[24,] 1.664820e-01 1.584865e-01 1.413392e-01 1.163712e-01 8.749235e-02
[25,] 1.779260e-01 1.733647e-01 1.594998e-01 1.362268e-01 1.065392e-01
[26,] 1.937603e-01 1.948832e-01 1.864105e-01 1.663654e-01 1.364368e-01
[27,] 2.056797e-01 2.145825e-01 2.148038e-01 2.016936e-01 1.746403e-01
[28,] 2.068090e-01 2.228051e-01 2.333775e-01 2.310930e-01 2.119778e-01
[29,] 1.956936e-01 2.149605e-01 2.337018e-01 2.431085e-01 2.359540e-01
[30,] 1.755799e-01 1.936592e-01 2.154928e-01 2.331745e-01 2.379717e-01
[31,] 1.509896e-01 1.655832e-01 1.858023e-01 2.061940e-01 2.188327e-01
[32,] 1.254236e-01 1.369106e-01 1.535990e-01 1.724345e-01 1.876193e-01
[33,] 1.011026e-01 1.110213e-01 1.248421e-01 1.408457e-01 1.551803e-01
[34,] 7.914735e-02 8.865649e-02 1.010897e-01 1.151452e-01 1.279896e-01
[35,] 5.968392e-02 6.902181e-02 8.093113e-02 9.426711e-02 1.065213e-01
[36,] 4.264297e-02 5.119612e-02 6.236649e-02 7.530384e-02 8.772071e-02
[37,] 2.883379e-02 3.544181e-02 4.481286e-02 5.651897e-02 6.873535e-02
[38,] 1.984216e-02 2.338854e-02 2.970402e-02 3.875851e-02 4.938739e-02
[39,] 1.660438e-02 1.674162e-02 1.932833e-02 2.464557e-02 3.215718e-02
[40,] 1.807236e-02 1.564926e-02 1.493742e-02 1.647308e-02 2.016302e-02
[41,] 2.125138e-02 1.809682e-02 1.561895e-02 1.452837e-02 1.496111e-02
[42,] 2.273108e-02 2.076972e-02 1.856244e-02 1.679853e-02 1.561761e-02
[43,] 2.066898e-02 2.086331e-02 2.046095e-02 1.991594e-02 1.916117e-02
[44,] 1.566693e-02 1.761490e-02 1.926898e-02 2.082255e-02 2.195458e-02
[45,] 9.848898e-03 1.236621e-02 1.515256e-02 1.831620e-02 2.147222e-02
[46,] 5.128419e-03 7.199141e-03 9.892511e-03 1.339508e-02 1.750784e-02
[47,] 2.211383e-03 3.473260e-03 5.354255e-03 8.120879e-03 1.183464e-02
[48,] 7.896508e-04 1.388531e-03 2.401591e-03 4.078283e-03 6.622954e-03
[49,] 2.335240e-04 4.599778e-04 8.925851e-04 1.696116e-03 3.067291e-03
[50,] 5.719976e-05 1.262676e-04 2.748627e-04 5.840837e-04 1.175425e-03
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 6.671716e-11 7.987871e-12 8.506932e-13 8.019695e-14 6.664381e-15
 [2,] 7.786395e-10 1.043430e-10 1.238518e-11 1.296855e-12 1.193869e-13
 [3,] 7.666262e-09 1.143996e-09 1.507282e-10 1.747620e-11 1.778246e-12
 [4,] 6.338630e-08 1.049089e-08 1.529607e-09 1.959317e-10 2.199917e-11
 [5,] 4.387724e-07 8.029700e-08 1.292580e-08 1.826022e-09 2.259505e-10
 [6,] 2.538627e-06 5.124617e-07 9.091150e-08 1.414469e-08 1.926871e-09
 [7,] 1.227233e-05 2.727275e-06 5.323700e-07 9.111467e-08 1.365162e-08
 [8,] 4.961674e-05 1.211647e-05 2.598649e-06 4.886528e-07 8.044554e-08
 [9,] 1.681541e-04 4.503795e-05 1.059612e-05 2.186215e-06 3.950028e-07
[10,] 4.796370e-04 1.405899e-04 3.621541e-05 8.184879e-06 1.620665e-06
[11,] 1.158802e-03 3.707060e-04 1.042992e-04 2.576483e-05 5.580023e-06
[12,] 2.394650e-03 8.330955e-04 2.551821e-04 6.869737e-05 1.622959e-05
[13,] 4.295577e-03 1.617677e-03 5.371211e-04 1.569469e-04 4.029476e-05
[14,] 6.834642e-03 2.769925e-03 9.914031e-04 3.127521e-04 8.681722e-05
[15,] 9.929456e-03 4.301638e-03 1.648796e-03 5.579279e-04 1.663869e-04
[16,] 1.360999e-02 6.260808e-03 2.553322e-03 9.207992e-04 2.930667e-04
[17,] 1.806611e-02 8.777385e-03 3.790324e-03 1.450007e-03 4.902055e-04
[18,] 2.342850e-02 1.197329e-02 5.458616e-03 2.210643e-03 7.926471e-04
[19,] 2.944429e-02 1.576039e-02 7.563581e-03 3.238175e-03 1.231491e-03
[20,] 3.543510e-02 1.974246e-02 9.920980e-03 4.473267e-03 1.800874e-03
[21,] 4.074407e-02 2.343586e-02 1.222546e-02 5.758924e-03 2.438282e-03
[22,] 4.543520e-02 2.676221e-02 1.433512e-02 6.968258e-03 3.065027e-03
[23,] 5.082506e-02 3.053083e-02 1.664122e-02 8.234384e-03 3.700535e-03
[24,] 5.962470e-02 3.667949e-02 2.034201e-02 1.018118e-02 4.613492e-03
[25,] 7.550796e-02 4.815005e-02 2.751209e-02 1.407071e-02 6.460464e-03
[26,] 1.015993e-01 6.807635e-02 4.078115e-02 2.176459e-02 1.035891e-02
[27,] 1.376699e-01 9.783735e-02 6.221640e-02 3.522863e-02 1.775012e-02
[28,] 1.775821e-01 1.344625e-01 9.130054e-02 5.528119e-02 2.979254e-02
[29,] 2.100915e-01 1.696407e-01 1.231801e-01 7.994335e-02 4.623659e-02
[30,] 2.243478e-01 1.927221e-01 1.494326e-01 1.038724e-01 6.446985e-02
[31,] 2.166589e-01 1.968244e-01 1.622419e-01 1.203873e-01 7.999440e-02
[32,] 1.926760e-01 1.832550e-01 1.593131e-01 1.254028e-01 8.877830e-02
[33,] 1.629709e-01 1.601188e-01 1.451271e-01 1.200453e-01 8.986863e-02
[34,] 1.360998e-01 1.363714e-01 1.272121e-01 1.093219e-01 8.573986e-02
[35,] 1.147558e-01 1.166065e-01 1.109224e-01 9.805027e-02 7.986281e-02
[36,] 9.676709e-02 1.002081e-01 9.711770e-02 8.788665e-02 7.391801e-02
[37,] 7.874566e-02 8.410714e-02 8.363970e-02 7.760840e-02 6.724589e-02
[38,] 5.936819e-02 6.622743e-02 6.832177e-02 6.541772e-02 5.844420e-02
[39,] 4.040311e-02 4.733818e-02 5.113222e-02 5.094500e-02 4.711603e-02
[40,] 2.527789e-02 3.052467e-02 3.440393e-02 3.580254e-02 3.443805e-02
[41,] 1.666137e-02 1.907345e-02 2.139052e-02 2.275830e-02 2.261995e-02
[42,] 1.489257e-02 1.450964e-02 1.437162e-02 1.426583e-02 1.386952e-02
[43,] 1.785833e-02 1.588776e-02 1.354693e-02 1.131098e-02 9.473362e-03
[44,] 2.193673e-02 2.022617e-02 1.698656e-02 1.304515e-02 9.364587e-03
[45,] 2.364283e-02 2.374691e-02 2.135703e-02 1.706703e-02 1.214628e-02
[46,] 2.137075e-02 2.366865e-02 2.334140e-02 2.029145e-02 1.549014e-02
[47,] 1.602774e-02 1.962074e-02 2.132838e-02 2.038537e-02 1.704857e-02
[48,] 9.949070e-03 1.346538e-02 1.615013e-02 1.700912e-02 1.565661e-02
[49,] 5.108434e-03 7.642335e-03 1.011411e-02 1.174237e-02 1.190788e-02
[50,] 2.169247e-03 3.586120e-03 5.236257e-03 6.701615e-03 7.488510e-03
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 4.865141e-16 3.111833e-17 1.740424e-18 8.499168e-20 3.620022e-21
 [2,] 9.636614e-15 6.806013e-16 4.199322e-17 2.260894e-18 1.061255e-19
 [3,] 1.584474e-13 1.234239e-14 8.394189e-16 4.979763e-17 2.574978e-18
 [4,] 2.161243e-12 1.855190e-13 1.389918e-14 9.081330e-16 5.171212e-17
 [5,] 2.445164e-11 2.311327e-12 1.906588e-13 1.371431e-14 8.597256e-16
 [6,] 2.295081e-10 2.387542e-11 2.167348e-12 1.715665e-13 1.183648e-14
 [7,] 1.788329e-09 2.046113e-10 2.042993e-11 1.778979e-12 1.350228e-13
 [8,] 1.158039e-08 1.456233e-09 1.598335e-10 1.530200e-11 1.277136e-12
 [9,] 6.242356e-08 8.619990e-09 1.039242e-09 1.093170e-10 1.002715e-11
[10,] 2.808093e-07 4.253328e-08 5.627004e-09 6.497612e-10 6.544916e-11
[11,] 1.058200e-06 1.755366e-07 2.544781e-08 3.221769e-09 3.559809e-10
[12,] 3.360401e-06 6.091336e-07 9.657470e-08 1.338127e-08 1.619260e-09
[13,] 9.077668e-06 1.792376e-06 3.098697e-07 4.686527e-08 6.196096e-09
[14,] 2.117709e-05 4.533858e-06 8.510636e-07 1.399442e-07 2.014166e-08
[15,] 4.366987e-05 1.007535e-05 2.041340e-06 3.628781e-07 5.655141e-08
[16,] 8.219929e-05 2.029415e-05 4.406267e-06 8.406718e-07 1.408419e-07
[17,] 1.461883e-04 3.840641e-05 8.880535e-06 1.806000e-06 3.228555e-07
[18,] 2.509957e-04 7.005984e-05 1.721537e-05 3.720708e-06 7.069012e-07
[19,] 4.145712e-04 1.231984e-04 3.225109e-05 7.426404e-06 1.502823e-06
[20,] 6.445003e-04 2.042767e-04 5.716933e-05 1.409613e-05 3.058371e-06
[21,] 9.235208e-04 3.115488e-04 9.327062e-05 2.472321e-05 5.803063e-06
[22,] 1.215551e-03 4.330524e-04 1.382353e-04 3.957127e-05 1.024824e-05
[23,] 1.510581e-03 5.605406e-04 1.899736e-04 5.974934e-05 1.812688e-05
[24,] 1.904264e-03 7.249473e-04 2.619126e-04 9.532137e-05 3.801561e-05
[25,] 2.691851e-03 1.049195e-03 4.122890e-04 1.852173e-04 1.019594e-04
[26,] 4.451055e-03 1.806399e-03 7.819383e-04 4.285330e-04 2.983190e-04
[27,] 8.048948e-03 3.452897e-03 1.618300e-03 1.006630e-03 8.065014e-04
[28,] 1.442001e-02 6.562650e-03 3.241025e-03 2.147565e-03 1.876564e-03
[29,] 2.397454e-02 1.156844e-02 5.906315e-03 3.994292e-03 3.680683e-03
[30,] 3.583253e-02 1.832966e-02 9.591940e-03 6.430176e-03 6.067954e-03
[31,] 4.760019e-02 2.582411e-02 1.383958e-02 9.023172e-03 8.448797e-03
[32,] 5.637555e-02 3.242717e-02 1.785569e-02 1.121312e-02 1.005122e-02
[33,] 6.056979e-02 3.686257e-02 2.094686e-02 1.266223e-02 1.045022e-02
[34,] 6.090677e-02 3.908712e-02 2.302084e-02 1.351365e-02 9.915206e-03
[35,] 5.941252e-02 4.009577e-02 2.461317e-02 1.431248e-02 9.237676e-03
[36,] 5.733987e-02 4.066084e-02 2.620966e-02 1.553723e-02 9.166469e-03
[37,] 5.421862e-02 4.035750e-02 2.747368e-02 1.704020e-02 9.866730e-03
[38,] 4.882522e-02 3.800348e-02 2.731761e-02 1.795569e-02 1.078027e-02
[39,] 4.071826e-02 3.295674e-02 2.486822e-02 1.731977e-02 1.102183e-02
[40,] 3.082190e-02 2.583294e-02 2.030201e-02 1.487133e-02 1.004113e-02
[41,] 2.094248e-02 1.813212e-02 1.474438e-02 1.125236e-02 7.997304e-03
[42,] 1.293041e-02 1.142370e-02 9.532411e-03 7.506959e-03 5.555625e-03
[43,] 8.021512e-03 6.780574e-03 5.608135e-03 4.467831e-03 3.391890e-03
[44,] 6.527534e-03 4.604485e-03 3.358476e-03 2.509969e-03 1.872332e-03
[45,] 7.805080e-03 4.664922e-03 2.721864e-03 1.639345e-03 1.051875e-03
[46,] 1.039545e-02 6.176955e-03 3.306222e-03 1.651040e-03 8.166044e-04
[47,] 1.245332e-02 7.949541e-03 4.449823e-03 2.203344e-03 9.845859e-04
[48,] 1.256770e-02 8.790334e-03 5.358647e-03 2.851635e-03 1.330258e-03
[49,] 1.052530e-02 8.100717e-03 5.426819e-03 3.164838e-03 1.607898e-03
[50,] 7.291511e-03 6.180602e-03 4.558721e-03 2.925406e-03 1.633369e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.343770e-22 4.344854e-24 1.223176e-25 2.997335e-27 6.391815e-29
 [2,] 4.340357e-21 1.545956e-22 4.793908e-24 1.293868e-25 3.038922e-27
 [3,] 1.159957e-19 4.550300e-21 1.553961e-22 4.618911e-24 1.194723e-25
 [4,] 2.565146e-18 1.108028e-19 4.166682e-21 1.363751e-22 3.884334e-24
 [5,] 4.694870e-17 2.232626e-18 9.243238e-20 3.330844e-21 1.044573e-22
 [6,] 7.114020e-16 3.723612e-17 1.696909e-18 6.731369e-20 2.323966e-21
 [7,] 8.928808e-15 5.142607e-16 2.579065e-17 1.125988e-18 4.278827e-20
 [8,] 9.288560e-14 5.884790e-15 3.246872e-16 1.559728e-17 6.522349e-19
 [9,] 8.016643e-13 5.584351e-14 3.388363e-15 1.790334e-16 8.236055e-18
[10,] 5.748059e-12 4.399796e-13 2.934252e-14 1.704489e-15 8.622349e-17
[11,] 3.431007e-11 2.883288e-12 2.111874e-13 1.347795e-14 7.492777e-16
[12,] 1.710291e-10 1.575949e-11 1.266342e-12 8.870268e-14 5.414590e-15
[13,] 7.156464e-10 7.216809e-11 6.351045e-12 4.875381e-13 3.263417e-14
[14,] 2.535544e-09 2.789983e-10 2.681863e-11 2.250864e-12 1.648689e-13
[15,] 7.720409e-09 9.226756e-10 9.646951e-11 8.818601e-12 7.044258e-13
[16,] 2.070627e-08 2.669685e-09 3.016727e-10 2.985802e-11 2.586864e-12
[17,] 5.071293e-08 6.996356e-09 8.474112e-10 9.007534e-11 8.399064e-12
[18,] 1.180281e-07 1.731631e-08 2.232512e-09 2.529989e-10 2.521884e-11
[19,] 2.671576e-07 4.173205e-08 5.735190e-09 6.955075e-10 7.491144e-11
[20,] 5.839718e-07 9.838065e-08 1.473025e-08 1.992951e-09 2.516512e-10
[21,] 1.212056e-06 2.285552e-07 4.016842e-08 6.939458e-09 1.244952e-09
[22,] 2.461520e-06 5.758665e-07 1.396904e-07 3.616295e-08 9.625853e-09
[23,] 5.657490e-06 1.916440e-06 6.940292e-07 2.502626e-07 8.408137e-08
[24,] 1.725977e-05 8.394221e-06 3.977949e-06 1.724172e-06 6.633298e-07
[25,] 6.292537e-05 3.816934e-05 2.110601e-05 1.032248e-05 4.417188e-06
[26,] 2.215579e-04 1.540936e-04 9.537745e-05 5.170372e-05 2.442989e-05
[27,] 6.769125e-04 5.242543e-04 3.589358e-04 2.146707e-04 1.117952e-04
[28,] 1.735246e-03 1.482189e-03 1.118622e-03 7.371733e-04 4.229273e-04
[29,] 3.699295e-03 3.470033e-03 2.882998e-03 2.092555e-03 1.322382e-03
[30,] 6.548399e-03 6.722290e-03 6.142791e-03 4.909531e-03 3.417235e-03
[31,] 9.637163e-03 1.077807e-02 1.082057e-02 9.520356e-03 7.298198e-03
[32,] 1.183436e-02 1.431432e-02 1.576069e-02 1.525921e-02 1.288197e-02
[33,] 1.222519e-02 1.577855e-02 1.899018e-02 2.021699e-02 1.879243e-02
[34,] 1.082981e-02 1.450741e-02 1.894911e-02 2.214669e-02 2.265895e-02
[35,] 8.620669e-03 1.128191e-02 1.570817e-02 2.007248e-02 2.258469e-02
[36,] 6.806442e-03 7.726711e-03 1.092658e-02 1.508450e-02 1.861671e-02
[37,] 6.042258e-03 5.164682e-03 6.587915e-03 9.469357e-03 1.271129e-02
[38,] 6.151915e-03 3.952872e-03 3.779531e-03 5.094488e-03 7.229883e-03
[39,] 6.425733e-03 3.633998e-03 2.454658e-03 2.544176e-03 3.495713e-03
[40,] 6.188730e-03 3.507744e-03 1.973306e-03 1.399944e-03 1.535731e-03
[41,] 5.230238e-03 3.119780e-03 1.720073e-03 9.660844e-04 7.192858e-04
[42,] 3.825501e-03 2.419843e-03 1.395601e-03 7.490585e-04 4.219078e-04
[43,] 2.427754e-03 1.616483e-03 9.875090e-04 5.502553e-04 2.879072e-04
[44,] 1.357561e-03 9.355474e-04 6.008681e-04 3.539882e-04 1.904941e-04
[45,] 7.093048e-04 4.824273e-04 3.175549e-04 1.960446e-04 1.112036e-04
[46,] 4.294441e-04 2.485847e-04 1.535483e-04 9.512025e-05 5.611350e-05
[47,] 4.143129e-04 1.769981e-04 8.356360e-05 4.459896e-05 2.530677e-05
[48,] 5.495319e-04 2.059799e-04 7.395920e-05 2.797908e-05 1.219913e-05
[49,] 7.130373e-04 2.773544e-04 9.581519e-05 3.033986e-05 9.463272e-06
[50,] 7.937483e-04 3.360252e-04 1.242082e-04 4.033153e-05 1.169435e-05
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.186019e-30 1.914622e-32 2.688838e-34 3.284826e-36 3.490599e-38
 [2,] 6.210431e-29 1.104197e-30 1.707900e-32 2.297986e-34 2.689527e-36
 [3,] 2.688873e-27 5.265027e-29 8.968674e-31 1.329019e-32 1.713105e-34
 [4,] 9.626827e-26 2.075812e-27 3.894042e-29 6.354750e-31 9.021022e-33
 [5,] 2.850532e-24 6.768117e-26 1.398084e-27 2.512451e-29 3.927666e-31
 [6,] 6.982067e-23 1.825225e-24 4.151387e-26 8.214637e-28 1.414077e-29
 [7,] 1.415071e-21 4.072314e-23 1.019711e-24 2.221551e-26 4.210636e-28
 [8,] 2.373931e-20 7.519405e-22 2.072569e-23 4.970626e-25 1.037182e-26
 [9,] 3.298188e-19 1.149579e-20 3.487076e-22 9.204599e-24 2.114119e-25
[10,] 3.797623e-18 1.456063e-19 4.859306e-21 1.411393e-22 3.567428e-24
[11,] 3.627700e-17 1.529340e-18 5.612975e-20 1.793255e-21 4.986499e-23
[12,] 2.879547e-16 1.333858e-17 5.380694e-19 1.889899e-20 5.778868e-22
[13,] 1.904130e-15 9.681734e-17 4.288790e-18 1.654815e-19 5.560456e-21
[14,] 1.053483e-14 5.870205e-16 2.851513e-17 1.207178e-18 4.452751e-20
[15,] 4.914455e-14 2.993046e-15 1.590619e-16 7.373490e-18 2.980513e-19
[16,] 1.960760e-13 1.299505e-14 7.527135e-16 3.809112e-17 1.683761e-18
[17,] 6.867824e-13 4.923653e-14 3.095397e-15 1.708154e-16 8.294805e-18
[18,] 2.214513e-12 1.718724e-13 1.187003e-14 7.390681e-16 4.242911e-17
[19,] 7.261228e-12 6.490341e-13 5.554163e-14 4.737411e-15 4.096841e-16
[20,] 3.115456e-11 3.960292e-12 5.199014e-13 6.765527e-14 8.277441e-15
[21,] 2.344702e-10 4.429992e-11 7.906657e-12 1.277989e-12 1.829500e-13
[22,] 2.464546e-09 5.766881e-10 1.199679e-10 2.190807e-11 3.492989e-12
[23,] 2.533044e-08 6.721949e-09 1.559479e-09 3.153205e-10 5.549681e-11
[24,] 2.237365e-07 6.583915e-08 1.687106e-08 3.761719e-09 7.296034e-10
[25,] 1.647519e-06 5.348610e-07 1.510628e-07 3.711054e-08 7.929181e-09
[26,] 1.004623e-05 3.593863e-06 1.118223e-06 3.026078e-07 7.122095e-08
[27,] 5.065152e-05 1.996074e-05 6.841405e-06 2.039339e-06 5.286955e-07
[28,] 2.110791e-04 9.162735e-05 3.459264e-05 1.135835e-05 3.243534e-06
[29,] 7.269838e-04 3.476100e-04 1.445566e-04 5.228246e-05 1.644544e-05
[30,] 2.069295e-03 1.089870e-03 4.992366e-04 1.988890e-04 6.891067e-05
[31,] 4.867836e-03 2.824045e-03 1.424914e-03 6.252868e-04 2.386388e-04
[32,] 9.463814e-03 6.047599e-03 3.361128e-03 1.624657e-03 6.829825e-04
[33,] 1.520599e-02 1.070309e-02 6.552326e-03 3.488652e-03 1.615444e-03
[34,] 2.019233e-02 1.565493e-02 1.055650e-02 6.191098e-03 3.157823e-03
[35,] 2.216124e-02 1.892394e-02 1.405593e-02 9.080121e-03 5.101498e-03
[36,] 2.010384e-02 1.890598e-02 1.546733e-02 1.100601e-02 6.811165e-03
[37,] 1.507940e-02 1.561148e-02 1.406677e-02 1.102514e-02 7.515525e-03
[38,] 9.363245e-03 1.065746e-02 1.057350e-02 9.127639e-03 6.853499e-03
[39,] 4.834106e-03 6.020455e-03 6.570099e-03 6.245551e-03 5.165166e-03
[40,] 2.108853e-03 2.824045e-03 3.377293e-03 3.532535e-03 3.217278e-03
[41,] 8.211411e-04 1.114157e-03 1.440109e-03 1.652548e-03 1.656446e-03
[42,] 3.295494e-04 3.866342e-04 5.146206e-04 6.407872e-04 7.052561e-04
[43,] 1.635006e-04 1.339068e-04 1.598275e-04 2.076364e-04 2.487397e-04
[44,] 9.737119e-05 5.609322e-05 4.810309e-05 5.790526e-05 7.314627e-05
[45,] 5.778691e-05 2.894029e-05 1.702192e-05 1.524427e-05 1.836590e-05
[46,] 3.058057e-05 1.534580e-05 7.557475e-06 4.567665e-06 4.254855e-06
[47,] 1.411038e-05 7.360742e-06 3.566628e-06 1.734732e-06 1.083704e-06
[48,] 6.064933e-06 3.131279e-06 1.552461e-06 7.257663e-07 3.502888e-07
[49,] 3.266177e-06 1.342908e-06 6.192871e-07 2.877702e-07 1.294439e-07
[50,] 3.162099e-06 8.780415e-07 2.848746e-07 1.112178e-07 4.718487e-08

> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,z)',xlab=par5,ylab=par7)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(x,z)
> (r<-lm(z ~ x))

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
    18.1935       0.8095  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/19hi41226314278.ps tmp/19hi41226314278.png")
> system("convert tmp/2llr71226314278.ps tmp/2llr71226314278.png")
> system("convert tmp/3o6bh1226314278.ps tmp/3o6bh1226314278.png")
> system("convert tmp/46xpp1226314278.ps tmp/46xpp1226314278.png")
> system("convert tmp/5puns1226314278.ps tmp/5puns1226314278.png")
> system("convert tmp/69eef1226314278.ps tmp/69eef1226314278.png")
> system("convert tmp/7roh61226314278.ps tmp/7roh61226314278.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.424   2.099   4.061