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(108.4,117,103.8,100.8,110.6,104,112.6,107.3,98.9,109.8,104.9,102.2,123.9,124.9,112.7,121.9,100.6,104.3,120.4,107.5,102.9,125.6,107.5,108.8,128.4,121.1,119.5,128.7,108.7,105.5,119.8,111.3,110.6,120.1,97.5,107.7,127.3,117.2,119.8,116.2,111,112.4,130.6,109.1,118.8,123.9,101.6,112.8,128,129.6,125.8,119.5,115.7,113.6,129.7,112,116.8,126.3,112.9,115.9)
> y <- c(101.5,126.6,93.9,89.8,93.4,101.5,110.4,105.9,108.4,113.9,86.1,69.4,101.2,100.5,98,106.6,90.1,96.9,125.9,112,100,123.9,79.8,83.4,113.6,112.9,104,109.9,99,106.3,128.9,111.1,102.9,130,87,87.5,117.6,103.4,110.8,112.6,102.5,112.4,135.6,105.1,127.7,137,91,90.5,122.4,123.3,124.3,120,118.1,119,142.7,123.6,129.6,146.9,108.7,99.4)
> x <- c(99,115.4,106.9,107.1,99.3,99.2,108.3,105.6,99.5,107.4,93.1,88.1,110.7,113.1,99.6,93.6,98.6,99.6,114.3,107.8,101.2,112.5,100.5,93.9,116.2,112,106.4,95.7,96,95.8,103,102.2,98.4,111.4,86.6,91.3,107.9,101.8,104.4,93.4,100.1,98.5,112.9,101.4,107.1,110.8,90.3,95.5,111.4,113,107.5,95.9,106.3,105.2,117.2,106.9,108.2,110,96.1,100.6)
> par7 = 'Consumptie'
> par6 = 'Investering'
> par5 = 'Intermediaire'
> 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/1mvl41194085325.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/2ixkr1194085325.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/3aihw1194085325.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/458wj1194085325.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/5pso11194085325.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  
    -44.182        1.484  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6dt1t1194085325.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]  57.01894  59.10592  61.19290  63.27989  65.36687  67.45385  69.54083
 [8]  71.62781  73.71480  75.80178  77.88876  79.97574  82.06272  84.14971
[15]  86.23669  88.32367  90.41065  92.49763  94.58462  96.67160  98.75858
[22] 100.84556 102.93254 105.01953 107.10651 109.19349 111.28047 113.36746
[29] 115.45444 117.54142 119.62840 121.71538 123.80237 125.88935 127.97633
[36] 130.06331 132.15029 134.23728 136.32426 138.41124 140.49822 142.58520
[43] 144.67219 146.75917 148.84615 150.93313 153.02011 155.10710 157.19408
[50] 159.28106

$yords
 [1]  90.65420  91.60913  92.56406  93.51899  94.47392  95.42885  96.38378
 [8]  97.33871  98.29364  99.24857 100.20351 101.15844 102.11337 103.06830
[15] 104.02323 104.97816 105.93309 106.88802 107.84295 108.79788 109.75281
[22] 110.70774 111.66267 112.61760 113.57253 114.52747 115.48240 116.43733
[29] 117.39226 118.34719 119.30212 120.25705 121.21198 122.16691 123.12184
[36] 124.07677 125.03170 125.98663 126.94156 127.89649 128.85143 129.80636
[43] 130.76129 131.71622 132.67115 133.62608 134.58101 135.53594 136.49087
[50] 137.44580

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 6.247685e-04 1.077976e-03 1.727873e-03 2.555878e-03 3.478771e-03
 [2,] 5.799007e-04 1.020920e-03 1.716979e-03 2.700313e-03 3.932698e-03
 [3,] 5.808799e-04 9.547698e-04 1.602428e-03 2.611634e-03 4.017109e-03
 [4,] 7.366491e-04 1.015659e-03 1.539555e-03 2.438662e-03 3.824032e-03
 [5,] 1.183697e-03 1.386341e-03 1.758685e-03 2.451728e-03 3.634559e-03
 [6,] 2.057798e-03 2.273693e-03 2.541314e-03 3.007523e-03 3.872712e-03
 [7,] 3.426595e-03 3.846402e-03 4.169459e-03 4.502929e-03 5.045944e-03
 [8,] 5.194496e-03 6.116054e-03 6.806594e-03 7.274706e-03 7.662310e-03
 [9,] 7.044442e-03 8.809146e-03 1.031484e-02 1.139925e-02 1.205258e-02
[10,] 8.498561e-03 1.134526e-02 1.411962e-02 1.645131e-02 1.807320e-02
[11,] 9.112374e-03 1.301353e-02 1.728959e-02 2.142079e-02 2.484486e-02
[12,] 8.700807e-03 1.329706e-02 1.889125e-02 2.498169e-02 3.081672e-02
[13,] 7.441931e-03 1.214612e-02 1.844672e-02 2.606813e-02 3.431025e-02
[14,] 5.784963e-03 1.000739e-02 1.618895e-02 2.441751e-02 3.430862e-02
[15,] 4.233281e-03 7.594563e-03 1.293535e-02 2.070271e-02 3.097586e-02
[16,] 3.144398e-03 5.566771e-03 9.684624e-03 1.617378e-02 2.554516e-02
[17,] 2.638542e-03 4.302857e-03 7.209710e-03 1.208150e-02 1.969039e-02
[18,] 2.614906e-03 3.841288e-03 5.844894e-03 9.234151e-03 1.482558e-02
[19,] 2.831254e-03 3.945882e-03 5.484057e-03 7.842025e-03 1.169403e-02
[20,] 3.011271e-03 4.236935e-03 5.710698e-03 7.594666e-03 1.030630e-02
[21,] 2.952287e-03 4.348354e-03 5.993361e-03 7.866734e-03 1.010646e-02
[22,] 2.595444e-03 4.067401e-03 5.899051e-03 7.988256e-03 1.026220e-02
[23,] 2.024017e-03 3.397975e-03 5.253023e-03 7.510416e-03 1.001321e-02
[24,] 1.394260e-03 2.514757e-03 4.167141e-03 6.357787e-03 8.968653e-03
[25,] 8.469777e-04 1.643280e-03 2.925995e-03 4.786732e-03 7.210360e-03
[26,] 4.534143e-04 9.468177e-04 1.813560e-03 3.188231e-03 5.150271e-03
[27,] 2.138360e-04 4.807270e-04 9.910490e-04 1.874198e-03 3.253466e-03
[28,] 8.883190e-05 2.150251e-04 4.772298e-04 9.713368e-04 1.813784e-03
[29,] 3.250356e-05 8.471920e-05 2.024501e-04 4.436014e-04 8.914816e-04
[30,] 1.047497e-05 2.940013e-05 7.565059e-05 1.784750e-04 3.861130e-04
[31,] 2.973224e-06 8.986234e-06 2.489909e-05 6.325130e-05 1.473279e-04
[32,] 7.432788e-07 2.419133e-06 7.217996e-06 1.974425e-05 4.951864e-05
[33,] 1.636527e-07 5.735767e-07 1.842912e-06 5.428458e-06 1.466006e-05
[34,] 3.173519e-08 1.197764e-07 4.144227e-07 1.314525e-06 3.822705e-06
[35,] 5.420067e-09 2.202915e-08 8.207877e-08 2.803581e-07 8.779387e-07
[36,] 8.152913e-10 3.568366e-09 1.431741e-08 5.266300e-08 1.775866e-07
[37,] 1.080107e-10 5.090813e-10 2.199605e-09 8.712572e-09 3.163786e-08
[38,] 1.260277e-11 6.396614e-11 2.976260e-10 1.269503e-09 4.964236e-09
[39,] 1.295119e-12 7.078777e-12 3.546846e-11 1.629173e-10 6.860330e-10
[40,] 1.172189e-13 6.899384e-13 3.722701e-12 1.841389e-11 8.349938e-11
[41,] 9.343964e-15 5.922544e-14 3.441279e-13 1.833032e-12 8.950936e-12
[42,] 6.560086e-16 4.477660e-15 2.801733e-14 1.607088e-13 8.450832e-13
[43,] 4.056314e-17 2.981520e-16 2.008988e-15 1.240948e-14 7.027083e-14
[44,] 2.209026e-18 1.748523e-17 1.268747e-16 8.439464e-16 5.146337e-15
[45,] 1.059528e-19 9.031241e-19 7.056926e-18 5.054973e-17 3.319437e-16
[46,] 4.475777e-21 4.108358e-20 3.457011e-19 2.666661e-18 1.885714e-17
[47,] 1.665221e-22 1.646025e-21 1.491534e-20 1.238979e-19 9.434850e-19
[48,] 5.456543e-24 5.808270e-23 5.667716e-22 5.069940e-21 4.157543e-20
[49,] 1.574736e-25 1.805102e-24 1.896826e-23 1.827201e-22 1.613554e-21
[50,] 4.002634e-27 4.940882e-26 5.591068e-25 5.799861e-24 5.515412e-23
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.351051e-03 4.997737e-03 5.270259e-03 5.101625e-03 4.532953e-03
 [2,] 5.280511e-03 6.523519e-03 7.407637e-03 7.727791e-03 7.404627e-03
 [3,] 5.750694e-03 7.611836e-03 9.286897e-03 1.042791e-02 1.076781e-02
 [4,] 5.727868e-03 8.040678e-03 1.047950e-02 1.262218e-02 1.401717e-02
 [5,] 5.441228e-03 7.894843e-03 1.083327e-02 1.387865e-02 1.649083e-02
 [6,] 5.350451e-03 7.596674e-03 1.061789e-02 1.418888e-02 1.782816e-02
 [7,] 6.061819e-03 7.816555e-03 1.048714e-02 1.405553e-02 1.822366e-02
 [8,] 8.239016e-03 9.350600e-03 1.132757e-02 1.436858e-02 1.842272e-02
 [9,] 1.246272e-02 1.299492e-02 1.410458e-02 1.620431e-02 1.951721e-02
[10,] 1.894674e-02 1.932076e-02 1.968836e-02 2.064915e-02 2.272083e-02
[11,] 2.715296e-02 2.826753e-02 2.851654e-02 2.855790e-02 2.917444e-02
[12,] 3.559053e-02 3.871741e-02 4.007296e-02 4.008401e-02 3.960956e-02
[13,] 4.214285e-02 4.847372e-02 5.251434e-02 5.409088e-02 5.374666e-02
[14,] 4.493319e-02 5.495034e-02 6.295801e-02 6.795601e-02 6.972564e-02
[15,] 4.324337e-02 5.632927e-02 6.857319e-02 7.826795e-02 8.421574e-02
[16,] 3.785431e-02 5.244921e-02 6.790602e-02 8.226446e-02 9.354924e-02
[17,] 3.059592e-02 4.481253e-02 6.154030e-02 7.912481e-02 9.535367e-02
[18,] 2.347553e-02 3.577323e-02 5.167433e-02 7.023108e-02 8.959233e-02
[19,] 1.794402e-02 2.751893e-02 4.101780e-02 5.832217e-02 7.834434e-02
[20,] 1.458212e-02 2.140744e-02 3.176643e-02 4.624944e-02 6.465340e-02
[21,] 1.314781e-02 1.778813e-02 2.508851e-02 3.607706e-02 5.131984e-02
[22,] 1.283204e-02 1.615203e-02 2.108008e-02 2.874569e-02 4.020640e-02
[23,] 1.263699e-02 1.547164e-02 1.899583e-02 2.412647e-02 3.204927e-02
[24,] 1.179206e-02 1.466340e-02 1.766517e-02 2.130819e-02 2.656227e-02
[25,] 1.004331e-02 1.304145e-02 1.602157e-02 1.907858e-02 2.276196e-02
[26,] 7.662592e-03 1.054725e-02 1.354659e-02 1.648696e-02 1.949661e-02
[27,] 5.191014e-03 7.632063e-03 1.039121e-02 1.322466e-02 1.599694e-02
[28,] 3.109623e-03 4.902216e-03 7.127262e-03 9.611120e-03 1.214987e-02
[29,] 1.643932e-03 2.784297e-03 4.339181e-03 6.244804e-03 8.356587e-03
[30,] 7.662323e-04 1.395674e-03 2.336207e-03 3.602223e-03 5.139833e-03
[31,] 3.147213e-04 6.168505e-04 1.110229e-03 1.837975e-03 2.807695e-03
[32,] 1.138862e-04 2.402628e-04 4.652473e-04 8.279212e-04 1.357134e-03
[33,] 3.630258e-05 8.244965e-05 1.718295e-04 3.289050e-04 5.792877e-04
[34,] 1.019280e-05 2.492437e-05 5.591526e-05 1.151699e-04 2.181144e-04
[35,] 2.520701e-06 6.636778e-06 1.602920e-05 3.553511e-05 7.239735e-05
[36,] 5.490477e-07 1.556565e-06 4.047640e-06 9.659333e-06 2.117650e-05
[37,] 1.053306e-07 3.215464e-07 9.002817e-07 2.312931e-06 5.457446e-06
[38,] 1.779719e-08 5.850308e-08 1.763709e-07 4.878387e-07 1.239008e-06
[39,] 2.648486e-09 9.374932e-09 3.043260e-08 9.062986e-08 2.477851e-07
[40,] 3.471293e-10 1.323148e-09 4.624966e-09 1.482984e-08 4.364871e-08
[41,] 4.007128e-11 1.644748e-10 6.190612e-10 2.137307e-09 6.772533e-09
[42,] 4.074009e-12 1.800690e-11 7.298123e-11 2.713046e-10 9.255611e-10
[43,] 3.648011e-13 1.736304e-12 7.577725e-12 3.033216e-11 1.114106e-10
[44,] 2.876990e-14 1.474558e-13 6.929763e-13 2.986800e-12 1.181175e-11
[45,] 1.998317e-15 1.102917e-14 5.581425e-14 2.590362e-13 1.102963e-12
[46,] 1.222464e-16 7.265584e-16 3.959317e-15 1.978640e-14 9.071252e-14
[47,] 6.586519e-18 4.215480e-17 2.473693e-16 1.331149e-15 6.571020e-15
[48,] 3.125495e-19 2.154108e-18 1.361184e-17 7.887417e-17 4.192298e-16
[49,] 1.306252e-20 9.694687e-20 6.596826e-19 4.116165e-18 2.355734e-17
[50,] 4.808208e-22 3.842809e-21 2.815808e-20 1.891920e-19 1.165888e-18
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.697021e-03 2.767826e-03 1.902269e-03 1.200304e-03 6.954156e-04
 [2,] 6.515936e-03 5.265818e-03 3.908262e-03 2.664160e-03 1.668165e-03
 [3,] 1.022073e-02 8.916039e-03 7.147630e-03 5.265638e-03 3.565017e-03
 [4,] 1.433445e-02 1.348974e-02 1.167799e-02 9.298066e-03 6.808419e-03
 [5,] 1.811124e-02 1.835048e-02 1.713464e-02 1.473530e-02 1.166655e-02
 [6,] 2.087407e-02 2.266367e-02 2.275514e-02 2.109346e-02 1.803438e-02
 [7,] 2.240065e-02 2.580458e-02 2.767538e-02 2.752859e-02 2.533656e-02
 [8,] 2.310904e-02 2.772256e-02 3.136500e-02 3.318996e-02 3.268315e-02
 [9,] 2.395077e-02 2.902969e-02 3.392979e-02 3.764185e-02 3.924730e-02
[10,] 2.615604e-02 3.081170e-02 3.610565e-02 4.108919e-02 4.464962e-02
[11,] 3.101493e-02 3.436832e-02 3.903312e-02 4.430924e-02 4.912081e-02
[12,] 3.965249e-02 4.101679e-02 4.403515e-02 4.844362e-02 5.341960e-02
[13,] 5.256908e-02 5.180610e-02 5.243275e-02 5.483235e-02 5.868233e-02
[14,] 6.893713e-02 6.691444e-02 6.515337e-02 6.480095e-02 6.629704e-02
[15,] 8.616443e-02 8.490817e-02 8.198717e-02 7.911737e-02 7.759996e-02
[16,] 1.004025e-01 1.025538e-01 1.008989e-01 9.714042e-02 9.315411e-02
[17,] 1.080496e-01 1.157500e-01 1.181785e-01 1.162880e-01 1.118578e-01
[18,] 1.073633e-01 1.212493e-01 1.297443e-01 1.325683e-01 1.306661e-01
[19,] 9.908232e-02 1.180393e-01 1.328908e-01 1.421399e-01 1.454904e-01
[20,] 8.576601e-02 1.074860e-01 1.272927e-01 1.429054e-01 1.528690e-01
[21,] 7.052473e-02 9.237641e-02 1.147251e-01 1.350903e-01 1.512834e-01
[22,] 5.599073e-02 7.571923e-02 9.799925e-02 1.206771e-01 1.413561e-01
[23,] 4.383292e-02 5.995623e-02 7.995897e-02 1.023987e-01 1.251534e-01
[24,] 3.464931e-02 4.662531e-02 6.290710e-02 8.296330e-02 1.053289e-01
[25,] 2.808107e-02 3.626532e-02 4.832885e-02 6.461418e-02 8.453034e-02
[26,] 2.316541e-02 2.852099e-02 3.676489e-02 4.883823e-02 6.499873e-02
[27,] 1.888644e-02 2.251804e-02 2.791041e-02 3.620045e-02 4.822856e-02
[28,] 1.466911e-02 1.740570e-02 2.100731e-02 2.645491e-02 3.478934e-02
[29,] 1.052969e-02 1.276336e-02 1.535142e-02 1.894755e-02 2.447024e-02
[30,] 6.845322e-03 8.642037e-03 1.060363e-02 1.307075e-02 1.668546e-02
[31,] 3.981947e-03 5.302379e-03 6.759060e-03 8.490501e-03 1.086862e-02
[32,] 2.058478e-03 2.913660e-03 3.907101e-03 5.085606e-03 6.636210e-03
[33,] 9.420776e-04 1.424028e-03 2.024952e-03 2.764209e-03 3.730252e-03
[34,] 3.808800e-04 6.165589e-04 9.343910e-04 1.348570e-03 1.902843e-03
[35,] 1.358704e-04 2.359422e-04 3.822748e-04 5.864226e-04 8.719394e-04
[36,] 4.273597e-05 7.969453e-05 1.383156e-04 2.263037e-04 3.564788e-04
[37,] 1.184726e-05 2.374108e-05 4.419435e-05 7.729539e-05 1.294611e-04
[38,] 2.893954e-06 6.234691e-06 1.245861e-05 2.332812e-05 4.164760e-05
[39,] 6.228021e-07 1.442932e-06 3.096984e-06 6.214769e-06 1.184722e-05
[40,] 1.180734e-07 2.942486e-07 6.786142e-07 1.460522e-06 2.976642e-06
[41,] 1.971849e-08 5.286539e-08 1.310469e-07 3.026571e-07 6.600909e-07
[42,] 2.900662e-09 8.367270e-09 2.229908e-08 5.528849e-08 1.291334e-07
[43,] 3.758463e-10 1.166617e-09 3.343184e-09 8.901846e-09 2.227870e-08
[44,] 4.289511e-11 1.432823e-10 4.415906e-10 1.263089e-09 3.388929e-09
[45,] 4.312016e-12 1.550108e-11 5.138556e-11 1.579264e-10 4.544484e-10
[46,] 3.817908e-13 1.477166e-12 5.267565e-12 1.739859e-11 5.371637e-11
[47,] 2.977432e-14 1.239912e-13 4.756812e-13 1.688852e-12 5.596181e-12
[48,] 2.045138e-15 9.167212e-15 3.783954e-14 1.444329e-13 5.138141e-13
[49,] 1.237279e-16 5.969887e-16 2.651511e-15 1.088241e-14 4.157451e-14
[50,] 6.592911e-18 3.424335e-17 1.636644e-16 7.223681e-16 2.964406e-15
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 3.699887e-04 1.807968e-04 8.115929e-05 3.347780e-05 1.269588e-05
 [2,] 9.595657e-04 5.071494e-04 2.463271e-04 1.099857e-04 4.516872e-05
 [3,] 2.218378e-03 1.268914e-03 6.673231e-04 3.227599e-04 1.436476e-04
 [4,] 4.584928e-03 2.839774e-03 1.617949e-03 8.481919e-04 4.093568e-04
 [5,] 8.502397e-03 5.703289e-03 3.521376e-03 2.001643e-03 1.047981e-03
 [6,] 1.421246e-02 1.032024e-02 6.903764e-03 4.254711e-03 2.416543e-03
 [7,] 2.154440e-02 1.690922e-02 1.224204e-02 8.173427e-03 5.032986e-03
 [8,] 2.985451e-02 2.524397e-02 1.973196e-02 1.424577e-02 9.496818e-03
 [9,] 3.821928e-02 3.461960e-02 2.909053e-02 2.263612e-02 1.629476e-02
[10,] 4.581491e-02 4.406857e-02 3.954332e-02 3.299307e-02 2.554369e-02
[11,] 5.226348e-02 5.273586e-02 5.005985e-02 4.446058e-02 3.681145e-02
[12,] 5.776494e-02 6.020235e-02 5.972993e-02 5.593719e-02 4.916033e-02
[13,] 6.304578e-02 6.661996e-02 6.808152e-02 6.645825e-02 6.143117e-02
[14,] 6.927665e-02 7.271573e-02 7.524093e-02 7.551672e-02 7.262647e-02
[15,] 7.793755e-02 7.975552e-02 8.199228e-02 8.325453e-02 8.223161e-02
[16,] 9.036035e-02 8.933439e-02 8.974377e-02 9.056101e-02 9.043611e-02
[17,] 1.068380e-01 1.027240e-01 1.001825e-01 9.899326e-02 9.825058e-02
[18,] 1.257886e-01 1.198641e-01 1.144244e-01 1.102592e-01 1.073437e-01
[19,] 1.438014e-01 1.386882e-01 1.319751e-01 1.252085e-01 1.193476e-01
[20,] 1.568432e-01 1.555245e-01 1.503081e-01 1.428629e-01 1.347565e-01
[21,] 1.618991e-01 1.665151e-01 1.656072e-01 1.603047e-01 1.521148e-01
[22,] 1.579593e-01 1.691161e-01 1.742882e-01 1.737030e-01 1.682278e-01
[23,] 1.459327e-01 1.627662e-01 1.742928e-01 1.798370e-01 1.793892e-01
[24,] 1.279401e-01 1.486187e-01 1.654821e-01 1.771544e-01 1.828250e-01
[25,] 1.066156e-01 1.288832e-01 1.492637e-01 1.659410e-01 1.775123e-01
[26,] 8.460916e-02 1.062348e-01 1.279799e-01 1.478772e-01 1.641616e-01
[27,] 6.416223e-02 8.333368e-02 1.043568e-01 1.254372e-01 1.447032e-01
[28,] 4.673203e-02 6.236316e-02 8.100298e-02 1.013331e-01 1.216666e-01
[29,] 3.284431e-02 4.466780e-02 5.994652e-02 7.800986e-02 9.762257e-02
[30,] 2.228749e-02 3.068038e-02 4.234928e-02 5.724759e-02 7.473596e-02
[31,] 1.450878e-02 2.016600e-02 2.853141e-02 3.999993e-02 5.450033e-02
[32,] 8.944633e-03 1.258895e-02 1.824265e-02 2.650345e-02 3.770529e-02
[33,] 5.139519e-03 7.375036e-03 1.097142e-02 1.652963e-02 2.457694e-02
[34,] 2.710699e-03 3.999420e-03 6.135418e-03 9.606845e-03 1.495272e-02
[35,] 1.296116e-03 1.982164e-03 3.152439e-03 5.145943e-03 8.402947e-03
[36,] 5.567312e-04 8.885111e-04 1.472478e-03 2.514167e-03 4.317540e-03
[37,] 2.134755e-04 3.574220e-04 6.199272e-04 1.110568e-03 2.010336e-03
[38,] 7.276512e-05 1.283216e-04 2.337471e-04 4.404833e-04 8.421906e-04
[39,] 2.198731e-05 4.096178e-05 7.857472e-05 1.560752e-04 3.157108e-04
[40,] 5.879094e-06 1.159619e-05 2.347337e-05 4.922451e-05 1.054817e-04
[41,] 1.389395e-06 2.906526e-06 6.218541e-06 1.378416e-05 3.132272e-05
[42,] 2.899864e-07 6.442625e-07 1.458790e-06 3.421309e-06 8.251126e-06
[43,] 5.342402e-08 1.261975e-07 3.027392e-07 7.518538e-07 1.925790e-06
[44,] 8.684541e-09 2.183309e-08 5.554448e-08 1.461842e-07 3.979598e-07
[45,] 1.245362e-09 3.335038e-09 9.005980e-09 2.513747e-08 7.278928e-08
[46,] 1.575082e-10 4.496779e-10 1.290117e-09 3.822272e-09 1.178407e-08
[47,] 1.756758e-11 5.351114e-11 1.632583e-10 5.139288e-10 1.689055e-09
[48,] 1.727719e-12 5.619201e-12 1.824919e-11 6.111233e-11 2.144574e-10
[49,] 1.498144e-13 5.206669e-13 1.801944e-12 6.428694e-12 2.413902e-11
[50,] 1.145326e-14 4.256798e-14 1.571825e-13 5.985003e-13 2.411096e-12
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 4.430867e-06 1.426216e-06 4.255366e-07 1.190531e-07 3.201827e-08
 [2,] 1.707962e-05 5.960311e-06 1.929811e-06 5.867147e-07 1.718238e-07
 [3,] 5.889422e-05 2.229760e-05 7.838715e-06 2.590461e-06 8.257333e-07
 [4,] 1.820849e-04 7.483194e-05 2.857414e-05 1.026397e-05 3.558174e-06
 [5,] 5.059231e-04 2.257621e-04 9.364310e-05 3.654945e-05 1.376356e-05
 [6,] 1.266161e-03 6.134589e-04 2.763392e-04 1.171171e-04 4.783750e-05
 [7,] 2.860661e-03 1.504100e-03 7.353458e-04 3.380744e-04 1.495284e-04
 [8,] 5.848604e-03 3.333658e-03 1.766977e-03 8.800966e-04 4.207345e-04
 [9,] 1.085079e-02 6.693315e-03 3.840328e-03 2.068936e-03 1.066972e-03
[10,] 1.833440e-02 1.220825e-02 7.566026e-03 4.400232e-03 2.443042e-03
[11,] 2.835310e-02 2.030789e-02 1.355606e-02 8.490529e-03 5.064069e-03
[12,] 4.039364e-02 3.097727e-02 2.219109e-02 1.492475e-02 9.539845e-03
[13,] 5.345653e-02 4.364021e-02 3.339756e-02 2.403450e-02 1.641944e-02
[14,] 6.635394e-02 5.726911e-02 4.656763e-02 3.570906e-02 2.599248e-02
[15,] 7.807769e-02 7.067216e-02 6.067453e-02 4.933754e-02 3.813165e-02
[16,] 8.811761e-02 8.282995e-02 7.452027e-02 6.389708e-02 5.223076e-02
[17,] 9.671528e-02 9.321979e-02 8.703979e-02 7.814364e-02 6.723690e-02
[18,] 1.049855e-01 1.021161e-01 9.766070e-02 9.090936e-02 8.179277e-02
[19,] 1.146475e-01 1.107080e-01 1.066711e-01 1.015428e-01 9.457872e-02
[20,] 1.271717e-01 1.207123e-01 1.153204e-01 1.103564e-01 1.048766e-01
[21,] 1.426584e-01 1.333904e-01 1.253008e-01 1.186791e-01 1.130789e-01
[22,] 1.592434e-01 1.484701e-01 1.376623e-01 1.281871e-01 1.206403e-01
[23,] 1.736027e-01 1.637954e-01 1.518284e-01 1.397477e-01 1.292401e-01
[24,] 1.822924e-01 1.760731e-01 1.654921e-01 1.525706e-01 1.395989e-01
[25,] 1.830552e-01 1.822443e-01 1.755440e-01 1.643413e-01 1.508075e-01
[26,] 1.754041e-01 1.806101e-01 1.794021e-01 1.722647e-01 1.606767e-01
[27,] 1.604321e-01 1.711786e-01 1.759175e-01 1.742799e-01 1.668184e-01
[28,] 1.402210e-01 1.553086e-01 1.654782e-01 1.697050e-01 1.676675e-01
[29,] 1.172059e-01 1.350551e-01 1.495067e-01 1.591041e-01 1.628365e-01
[30,] 9.367226e-02 1.125790e-01 1.298104e-01 1.437073e-01 1.527955e-01
[31,] 7.144473e-02 8.978755e-02 1.081376e-01 1.248816e-01 1.383376e-01
[32,] 5.178065e-02 6.820883e-02 8.603731e-02 1.039408e-01 1.203101e-01
[33,] 3.541543e-02 4.900506e-02 6.490138e-02 8.223660e-02 9.973126e-02
[34,] 2.265082e-02 3.299439e-02 4.598640e-02 6.126070e-02 7.802481e-02
[35,] 1.340921e-02 2.060779e-02 3.029669e-02 4.252773e-02 5.700980e-02
[36,] 7.274089e-03 1.182149e-02 1.837527e-02 2.724210e-02 3.852017e-02
[37,] 3.583585e-03 6.172510e-03 1.016870e-02 1.596114e-02 2.386186e-02
[38,] 1.591529e-03 2.911674e-03 5.095984e-03 8.490511e-03 1.345553e-02
[39,] 6.335489e-04 1.233524e-03 2.298926e-03 4.076508e-03 6.867972e-03
[40,] 2.250970e-04 4.672501e-04 9.293735e-04 1.758666e-03 3.159698e-03
[41,] 7.116615e-05 1.577510e-04 3.355982e-04 6.795774e-04 1.306379e-03
[42,] 1.998048e-05 4.736915e-05 1.080169e-04 2.347352e-04 4.845376e-04
[43,] 4.975253e-06 1.263495e-05 3.095283e-05 7.240589e-05 1.611074e-04
[44,] 1.098031e-06 2.992085e-06 7.894088e-06 1.994344e-05 4.803324e-05
[45,] 2.147522e-07 6.291252e-07 1.792569e-06 4.908922e-06 1.285479e-05
[46,] 3.723112e-08 1.175295e-07 3.628174e-07 1.081335e-06 3.093110e-06
[47,] 5.725539e-09 1.953048e-08 6.556251e-08 2.135864e-07 6.704475e-07
[48,] 7.818535e-10 2.891644e-09 1.059955e-08 3.791285e-08 1.311469e-07
[49,] 9.493908e-11 3.822268e-10 1.536746e-09 6.060750e-09 2.318116e-08
[50,] 1.026888e-11 4.520949e-11 2.002658e-10 8.740194e-10 3.704050e-09
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 8.670235e-09 2.515786e-09 8.132398e-10 2.862098e-10 1.031535e-10
 [2,] 5.077417e-08 1.607977e-08 5.652473e-09 2.151752e-09 8.356952e-10
 [3,] 2.658142e-07 9.158420e-08 3.488048e-08 1.432100e-08 5.983325e-09
 [4,] 1.245114e-06 4.650740e-07 1.911669e-07 8.440472e-08 3.786945e-08
 [5,] 5.222487e-06 2.106871e-06 9.309910e-07 4.407173e-07 2.119541e-07
 [6,] 1.962977e-05 8.520628e-06 4.031537e-06 2.039872e-06 1.049540e-06
 [7,] 6.617270e-05 3.078971e-05 1.553722e-05 8.375730e-06 4.600561e-06
 [8,] 2.002651e-04 9.952867e-05 5.335498e-05 3.053941e-05 1.786514e-05
 [9,] 5.448604e-04 2.882652e-04 1.635258e-04 9.901823e-05 6.152149e-05
[10,] 1.335252e-03 7.497187e-04 4.483158e-04 2.860313e-04 1.881394e-04
[11,] 2.955674e-03 1.756310e-03 1.102854e-03 7.380988e-04 5.119445e-04
[12,] 5.933083e-03 3.721600e-03 2.444816e-03 1.707868e-03 1.243066e-03
[13,] 1.085776e-02 7.173138e-03 4.912127e-03 3.562265e-03 2.704542e-03
[14,] 1.823564e-02 1.266413e-02 9.011839e-03 6.746177e-03 5.304157e-03
[15,] 2.831981e-02 2.064452e-02 1.523113e-02 1.170799e-02 9.455536e-03
[16,] 4.097179e-02 3.132476e-02 2.393939e-02 1.882463e-02 1.548979e-02
[17,] 5.556644e-02 4.453765e-02 3.528305e-02 2.834937e-02 2.361834e-02
[18,] 7.095746e-02 5.958913e-02 4.903007e-02 4.033446e-02 3.394243e-02
[19,] 8.561001e-02 7.517306e-02 6.436234e-02 5.444573e-02 4.639769e-02
[20,] 9.804939e-02 8.955427e-02 7.978005e-02 6.971058e-02 6.053287e-02
[21,] 1.075631e-01 1.011695e-01 9.339455e-02 8.446284e-02 7.523966e-02
[22,] 1.147143e-01 1.094344e-01 1.036852e-01 9.677851e-02 8.877992e-02
[23,] 1.211272e-01 1.151719e-01 1.103298e-01 1.053392e-01 9.935350e-02
[24,] 1.284879e-01 1.201837e-01 1.144549e-01 1.101775e-01 1.059766e-01
[25,] 1.373988e-01 1.261362e-01 1.179916e-01 1.126924e-01 1.090474e-01
[26,] 1.469233e-01 1.335349e-01 1.225362e-01 1.148471e-01 1.101305e-01
[27,] 1.551085e-01 1.415013e-01 1.285203e-01 1.181139e-01 1.111028e-01
[28,] 1.600099e-01 1.483947e-01 1.351987e-01 1.228843e-01 1.132805e-01
[29,] 1.604465e-01 1.526760e-01 1.412663e-01 1.285999e-01 1.170593e-01
[30,] 1.560748e-01 1.533527e-01 1.454712e-01 1.342518e-01 1.220881e-01
[31,] 1.469926e-01 1.498451e-01 1.467643e-01 1.386971e-01 1.275593e-01
[32,] 1.334132e-01 1.416801e-01 1.440987e-01 1.406007e-01 1.322471e-01
[33,] 1.157587e-01 1.285226e-01 1.363910e-01 1.383454e-01 1.343871e-01
[34,] 9.503270e-02 1.106352e-01 1.229795e-01 1.303904e-01 1.318620e-01
[35,] 7.301916e-02 8.934411e-02 1.043299e-01 1.161010e-01 1.229793e-01
[36,] 5.198739e-02 6.698794e-02 8.235934e-02 9.647797e-02 1.074988e-01
[37,] 3.400782e-02 4.623950e-02 5.997333e-02 7.412036e-02 8.713448e-02
[38,] 2.030172e-02 2.919550e-02 4.003394e-02 5.231168e-02 6.503777e-02
[39,] 1.100269e-02 1.678351e-02 2.439741e-02 3.379169e-02 4.454159e-02
[40,] 5.392998e-03 8.756907e-03 1.354197e-02 1.994774e-02 2.796327e-02
[41,] 2.384700e-03 4.139192e-03 6.839352e-03 1.076085e-02 1.610806e-02
[42,] 9.499896e-04 1.771135e-03 3.143115e-03 5.309874e-03 8.530253e-03
[43,] 3.408368e-04 6.861628e-04 1.315296e-03 2.399742e-03 4.160577e-03
[44,] 1.101941e-04 2.408737e-04 5.016575e-04 9.942308e-04 1.870533e-03
[45,] 3.214213e-05 7.670219e-05 1.744991e-04 3.775853e-04 7.743803e-04
[46,] 8.471174e-06 2.217572e-05 5.535113e-05 1.312474e-04 2.942958e-04
[47,] 2.020047e-06 5.822707e-06 1.599083e-05 4.163053e-05 1.021829e-04
[48,] 4.361945e-07 1.387574e-06 4.197361e-06 1.199965e-05 3.222872e-05
[49,] 8.528213e-08 2.995772e-07 9.976289e-07 3.128078e-06 9.179473e-06
[50,] 1.507963e-08 5.843958e-08 2.138582e-07 7.338838e-07 2.348234e-06
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 3.610380e-11 1.190086e-11 3.640778e-12 1.027040e-12 2.664055e-13
 [2,] 3.146740e-10 1.115390e-10 3.669215e-11 1.113123e-11 3.105504e-12
 [3,] 2.421622e-09 9.225769e-10 3.262540e-10 1.064191e-10 3.192847e-11
 [4,] 1.645864e-08 6.735932e-09 2.559914e-09 8.976215e-10 2.895695e-10
 [5,] 9.882136e-08 4.342303e-08 1.772872e-08 6.681158e-09 2.317066e-09
 [6,] 5.243645e-07 2.472290e-07 1.083990e-07 4.389335e-08 1.636184e-08
 [7,] 2.459970e-06 1.243612e-06 5.853235e-07 2.545939e-07 1.019859e-07
 [8,] 1.020896e-05 5.529197e-06 2.792176e-06 1.304174e-06 5.612913e-07
 [9,] 3.750612e-05 2.174018e-05 1.177204e-05 5.902308e-06 2.728497e-06
[10,] 1.220998e-04 7.564710e-05 4.388917e-05 2.361041e-05 1.171984e-05
[11,] 3.527056e-04 2.331640e-04 1.447990e-04 8.352702e-05 4.450386e-05
[12,] 9.058379e-04 6.374652e-04 4.231518e-04 2.615280e-04 1.494946e-04
[13,] 2.074412e-03 1.548944e-03 1.096852e-03 7.254763e-04 4.445963e-04
[14,] 4.254344e-03 3.354960e-03 2.526984e-03 1.785568e-03 1.171952e-03
[15,] 7.864145e-03 6.506740e-03 5.190311e-03 3.907642e-03 2.742567e-03
[16,] 1.322294e-02 1.137602e-02 9.548850e-03 7.628679e-03 5.711246e-03
[17,] 2.047153e-02 1.810486e-02 1.584646e-02 1.335123e-02 1.062082e-02
[18,] 2.960454e-02 2.657408e-02 2.396449e-02 2.110280e-02 1.773097e-02
[19,] 4.055344e-02 3.653654e-02 3.348323e-02 3.044631e-02 2.678257e-02
[20,] 5.314172e-02 4.777250e-02 4.393497e-02 4.067301e-02 3.701351e-02
[21,] 6.682635e-02 6.003608e-02 5.501082e-02 5.116814e-02 4.749735e-02
[22,] 8.043743e-02 7.275985e-02 6.647181e-02 6.162834e-02 5.758396e-02
[23,] 9.230311e-02 8.482308e-02 7.781748e-02 7.191011e-02 6.707660e-02
[24,] 1.008948e-01 9.475697e-02 8.808630e-02 8.166373e-02 7.599856e-02
[25,] 1.056186e-01 1.013876e-01 9.609824e-02 9.015486e-02 8.419493e-02
[26,] 1.071545e-01 1.044655e-01 1.010216e-01 9.649460e-02 9.115689e-02
[27,] 1.070808e-01 1.048000e-01 1.028206e-01 1.000907e-01 9.620468e-02
[28,] 1.070882e-01 1.038338e-01 1.022632e-01 1.009532e-01 9.883308e-02
[29,] 1.083416e-01 1.030240e-01 1.005609e-01 9.968020e-02 9.895566e-02
[30,] 1.112907e-01 1.034311e-01 9.895970e-02 9.724243e-02 9.696190e-02
[31,] 1.157756e-01 1.056025e-01 9.849363e-02 9.476260e-02 9.366202e-02
[32,] 1.210640e-01 1.095234e-01 9.983696e-02 9.333598e-02 9.018003e-02
[33,] 1.256980e-01 1.144157e-01 1.030535e-01 9.376389e-02 8.773604e-02
[34,] 1.274751e-01 1.185241e-01 1.072316e-01 9.611235e-02 8.721820e-02
[35,] 1.240020e-01 1.193327e-01 1.103472e-01 9.929303e-02 8.861418e-02
[36,] 1.137946e-01 1.144767e-01 1.097822e-01 1.011140e-01 9.065787e-02
[37,] 9.726077e-02 1.029754e-01 1.034871e-01 9.908310e-02 9.112431e-02
[38,] 7.678617e-02 8.594240e-02 9.112611e-02 9.165310e-02 8.782913e-02
[39,] 5.576949e-02 6.619634e-02 7.437877e-02 7.910075e-02 7.978318e-02
[40,] 3.723902e-02 4.701126e-02 5.615440e-02 6.340442e-02 6.771281e-02
[41,] 2.289975e-02 3.084763e-02 3.928842e-02 4.723885e-02 5.360538e-02
[42,] 1.300488e-02 1.876723e-02 2.557056e-02 3.283065e-02 3.968656e-02
[43,] 6.837077e-03 1.061668e-02 1.553179e-02 2.135741e-02 2.756756e-02
[44,] 3.329626e-03 5.587214e-03 8.808271e-03 1.301103e-02 1.797781e-02
[45,] 1.499026e-03 2.727477e-03 4.647257e-03 7.393614e-03 1.096296e-02
[46,] 6.210175e-04 1.227675e-03 2.264974e-03 3.888478e-03 6.200088e-03
[47,] 2.352299e-04 5.055544e-04 1.010663e-03 1.874223e-03 3.218263e-03
[48,] 8.089241e-05 1.889218e-04 4.091818e-04 8.198975e-04 1.517433e-03
[49,] 2.508597e-05 6.359684e-05 1.491356e-04 3.228349e-04 6.442278e-04
[50,] 6.975038e-06 1.916938e-05 4.862847e-05 1.136766e-04 2.446057e-04
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 6.346437e-14 1.387726e-14 2.784465e-15 5.125934e-16 8.656658e-17
 [2,] 7.958022e-13 1.872031e-13 4.041363e-14 8.005245e-15 1.454796e-15
 [3,] 8.800038e-12 2.226795e-12 5.171666e-13 1.102186e-13 2.155255e-14
 [4,] 8.582929e-11 2.335980e-11 5.835929e-12 1.338048e-12 2.815104e-13
 [5,] 7.384755e-10 2.161494e-10 5.808145e-11 1.432493e-11 3.242311e-12
 [6,] 5.606336e-09 1.764511e-09 5.099167e-10 1.352700e-10 3.293521e-11
 [7,] 3.756346e-08 1.271093e-08 3.949930e-09 1.126911e-09 2.951212e-10
 [8,] 2.221853e-07 8.082184e-08 2.700356e-08 8.284528e-09 2.333369e-09
 [9,] 1.160560e-06 4.537466e-07 1.629768e-07 5.376073e-08 1.628309e-08
[10,] 5.355347e-06 2.250042e-06 8.686799e-07 3.080605e-07 1.003260e-07
[11,] 2.184103e-05 9.859370e-06 4.090789e-06 1.559416e-06 5.460015e-07
[12,] 7.877172e-05 3.819628e-05 1.702913e-05 6.976937e-06 2.626023e-06
[13,] 2.514161e-04 1.309166e-04 6.270349e-05 2.760667e-05 1.116850e-05
[14,] 7.108079e-04 3.973171e-04 2.043844e-04 9.668086e-05 4.203472e-05
[15,] 1.782419e-03 1.068888e-03 5.903384e-04 2.999585e-04 1.401341e-04
[16,] 3.971520e-03 2.552901e-03 1.512960e-03 8.254815e-04 4.142935e-04
[17,] 7.883816e-03 5.424434e-03 3.446668e-03 2.018225e-03 1.087787e-03
[18,] 1.399694e-02 1.028473e-02 6.996482e-03 4.393030e-03 2.541429e-03
[19,] 2.235303e-02 1.747551e-02 1.269861e-02 8.537508e-03 5.296544e-03
[20,] 3.237968e-02 2.677872e-02 2.070798e-02 1.487208e-02 9.879208e-03
[21,] 4.304498e-02 3.733891e-02 3.055015e-02 2.334767e-02 1.656503e-02
[22,] 5.332195e-02 4.796051e-02 4.116740e-02 3.328202e-02 2.511931e-02
[23,] 6.264462e-02 5.764750e-02 5.132868e-02 4.352321e-02 3.472899e-02
[24,] 7.099975e-02 6.601236e-02 6.018025e-02 5.292158e-02 4.425425e-02
[25,] 7.860637e-02 7.325614e-02 6.756035e-02 6.083396e-02 5.270915e-02
[26,] 8.548942e-02 7.976927e-02 7.386365e-02 6.732113e-02 5.968201e-02
[27,] 9.129200e-02 8.568318e-02 7.957983e-02 7.290901e-02 6.541383e-02
[28,] 9.540882e-02 9.067194e-02 8.483539e-02 7.808490e-02 7.047504e-02
[29,] 9.728006e-02 9.407061e-02 8.921054e-02 8.285471e-02 7.524518e-02
[30,] 9.666256e-02 9.519213e-02 9.190203e-02 8.662329e-02 7.952679e-02
[31,] 9.380143e-02 9.368245e-02 9.212368e-02 8.846072e-02 8.254481e-02
[32,] 8.948755e-02 8.978459e-02 8.954427e-02 8.760109e-02 8.334350e-02
[33,] 8.495918e-02 8.441466e-02 8.456490e-02 8.390047e-02 8.133829e-02
[34,] 8.156774e-02 7.897545e-02 7.831075e-02 7.802456e-02 7.669439e-02
[35,] 8.020291e-02 7.488130e-02 7.230597e-02 7.128864e-02 7.034424e-02
[36,] 8.069786e-02 7.290576e-02 6.789643e-02 6.520930e-02 6.367337e-02
[37,] 8.164073e-02 7.267094e-02 6.562161e-02 6.091187e-02 5.802335e-02
[38,] 8.090569e-02 7.267673e-02 6.487436e-02 5.862360e-02 5.418140e-02
[39,] 7.672037e-02 7.100442e-02 6.414426e-02 5.754138e-02 5.205358e-02
[40,] 6.859765e-02 6.632236e-02 6.179732e-02 5.623598e-02 5.072296e-02
[41,] 5.749907e-02 5.852736e-02 5.691829e-02 5.340650e-02 4.893383e-02
[42,] 4.519857e-02 4.862550e-02 4.965987e-02 4.850261e-02 4.573914e-02
[43,] 3.340441e-02 3.806614e-02 4.094851e-02 4.182757e-02 4.089145e-02
[44,] 2.322755e-02 2.809372e-02 3.190158e-02 3.417477e-02 3.477066e-02
[45,] 1.513931e-02 1.948333e-02 2.341678e-02 2.638579e-02 2.803263e-02
[46,] 9.173436e-03 1.259726e-02 1.607912e-02 1.913144e-02 2.131629e-02
[47,] 5.112069e-03 7.511351e-03 1.021819e-02 1.289565e-02 1.514948e-02
[48,] 2.591634e-03 4.083701e-03 5.939647e-03 7.984806e-03 9.944549e-03
[49,] 1.184162e-03 2.004321e-03 3.124659e-03 4.490181e-03 5.956847e-03
[50,] 4.841556e-04 8.812429e-04 1.475110e-03 2.271796e-03 3.222141e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.341026e-17 1.905475e-18 2.483263e-19 2.968061e-20 3.253358e-21
 [2,] 2.425330e-16 3.708921e-17 5.202398e-18 6.692892e-19 7.896858e-20
 [3,] 3.866501e-15 6.363225e-16 9.606039e-17 1.330123e-17 1.689247e-18
 [4,] 5.434143e-14 9.623698e-15 1.563480e-15 2.329978e-16 3.184867e-17
 [5,] 6.733982e-13 1.283221e-13 2.243392e-14 3.597902e-15 5.293006e-16
 [6,] 7.359016e-12 1.508803e-12 2.838294e-13 4.898433e-14 7.755279e-15
 [7,] 7.093502e-11 1.564658e-11 3.166874e-12 5.881055e-13 1.001970e-13
 [8,] 6.032557e-10 1.431417e-10 3.116942e-11 6.227948e-12 1.141757e-12
 [9,] 4.527599e-09 1.155575e-09 2.706913e-10 5.819002e-11 1.147827e-11
[10,] 2.999937e-08 8.235049e-09 2.074999e-09 4.798610e-10 1.018383e-10
[11,] 1.755552e-07 5.182625e-08 1.404556e-08 3.494023e-09 7.977338e-10
[12,] 9.078068e-07 2.881840e-07 8.399618e-08 2.247512e-08 5.520026e-09
[13,] 4.150669e-06 1.416755e-06 4.440676e-07 1.277956e-07 3.376247e-08
[14,] 1.679237e-05 6.162384e-06 2.076990e-06 6.428307e-07 1.826710e-07
[15,] 6.016930e-05 2.373730e-05 8.602327e-06 2.863174e-06 8.750936e-07
[16,] 1.911618e-04 8.106455e-05 3.158502e-05 1.130468e-05 3.716045e-06
[17,] 5.392688e-04 2.457804e-04 1.029491e-04 3.962031e-05 1.400683e-05
[18,] 1.353195e-03 6.627048e-04 2.983733e-04 1.234628e-04 4.693908e-05
[19,] 3.027242e-03 1.592450e-03 7.704921e-04 3.427360e-04 1.401182e-04
[20,] 6.055140e-03 3.419200e-03 1.777079e-03 8.495580e-04 3.734092e-04
[21,] 1.086983e-02 6.581508e-03 3.671668e-03 1.885481e-03 8.906714e-04
[22,] 1.759872e-02 1.140449e-02 6.820381e-03 3.758761e-03 1.907044e-03
[23,] 2.586571e-02 1.788497e-02 1.144137e-02 6.756444e-03 3.677582e-03
[24,] 3.480981e-02 2.555999e-02 1.743014e-02 1.100122e-02 6.412010e-03
[25,] 4.338626e-02 3.359137e-02 2.428832e-02 1.631920e-02 1.015437e-02
[26,] 5.081447e-02 4.108139e-02 3.125136e-02 2.221829e-02 1.469098e-02
[27,] 5.689791e-02 4.746302e-02 3.759371e-02 2.803986e-02 1.956742e-02
[28,] 6.199274e-02 5.271567e-02 4.294784e-02 3.323633e-02 2.424900e-02
[29,] 6.662226e-02 5.723752e-02 4.741811e-02 3.761140e-02 2.835782e-02
[30,] 7.097603e-02 6.142648e-02 5.137519e-02 4.133860e-02 3.183018e-02
[31,] 7.463225e-02 6.524547e-02 5.504252e-02 4.470565e-02 3.485469e-02
[32,] 7.671376e-02 6.809859e-02 5.817636e-02 4.775254e-02 3.760452e-02
[33,] 7.638999e-02 6.913940e-02 6.011202e-02 5.009889e-02 3.996808e-02
[34,] 7.339070e-02 6.780200e-02 6.017143e-02 5.113472e-02 4.152489e-02
[35,] 6.821327e-02 6.417705e-02 5.812466e-02 5.044150e-02 4.181864e-02
[36,] 6.194980e-02 5.900614e-02 5.436394e-02 4.810261e-02 4.070539e-02
[37,] 5.588309e-02 5.336916e-02 4.971353e-02 4.467385e-02 3.848062e-02
[38,] 5.103842e-02 4.828966e-02 4.507449e-02 4.089308e-02 3.570470e-02
[39,] 4.782397e-02 4.441276e-02 4.112830e-02 3.738179e-02 3.291340e-02
[40,] 4.588814e-02 4.181238e-02 3.816771e-02 3.448934e-02 3.043760e-02
[41,] 4.431084e-02 3.999158e-02 3.603815e-02 3.225146e-02 2.837571e-02
[42,] 4.208561e-02 3.813592e-02 3.422017e-02 3.040933e-02 2.662509e-02
[43,] 3.861131e-02 3.553055e-02 3.208380e-02 2.851929e-02 2.492658e-02
[44,] 3.387697e-02 3.188272e-02 2.920583e-02 2.616910e-02 2.296672e-02
[45,] 2.828930e-02 2.734815e-02 2.553829e-02 2.318717e-02 2.053893e-02
[46,] 2.238230e-02 2.232327e-02 2.133258e-02 1.969055e-02 1.765602e-02
[47,] 1.665000e-02 1.723562e-02 1.694415e-02 1.596029e-02 1.451872e-02
[48,] 1.151630e-02 1.246614e-02 1.270229e-02 1.228698e-02 1.138508e-02
[49,] 7.313851e-03 8.342388e-03 8.887392e-03 8.906004e-03 8.467451e-03
[50,] 4.215546e-03 5.100337e-03 5.728205e-03 6.003888e-03 5.914611e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.270259e-22 3.014438e-23 2.547934e-24 1.974769e-25 1.403386e-26
 [2,] 8.544870e-21 8.479063e-22 7.715492e-23 6.437834e-24 4.925627e-25
 [3,] 1.967553e-19 2.101698e-20 2.058757e-21 1.849337e-22 1.523305e-23
 [4,] 3.992882e-18 4.591067e-19 4.841180e-20 4.681471e-21 4.151347e-22
 [5,] 7.142285e-17 8.839502e-18 1.003345e-18 1.044445e-19 9.970440e-21
 [6,] 1.126285e-15 1.500310e-16 1.833029e-17 2.053962e-18 2.110707e-19
 [7,] 1.566015e-14 2.245165e-15 2.952448e-16 3.561021e-17 3.939137e-18
 [8,] 1.920345e-13 2.962968e-14 4.193586e-15 5.444128e-16 6.482300e-17
 [9,] 2.077390e-12 3.449346e-13 5.254092e-14 7.341278e-15 9.408703e-16
[10,] 1.983176e-11 3.543447e-12 5.808543e-13 8.734798e-14 1.204901e-14
[11,] 1.671433e-10 3.213475e-11 5.668588e-12 9.173888e-13 1.361996e-13
[12,] 1.244304e-09 2.574011e-10 4.885947e-11 8.509475e-12 1.359674e-12
[13,] 8.187469e-09 1.822262e-09 3.721944e-10 6.975645e-11 1.199537e-11
[14,] 4.765345e-08 1.141078e-08 2.507729e-09 5.057602e-10 9.359723e-11
[15,] 2.455680e-07 6.326150e-08 1.495898e-08 3.246452e-09 6.465662e-10
[16,] 1.121705e-06 3.108745e-07 7.909342e-08 1.847098e-08 3.958967e-09
[17,] 4.547868e-06 1.355968e-06 3.711917e-07 9.328136e-08 2.151707e-08
[18,] 1.639312e-05 5.258170e-06 1.548746e-06 4.188246e-07 1.039751e-07
[19,] 5.263297e-05 1.816153e-05 5.755647e-06 1.674975e-06 4.475348e-07
[20,] 1.508460e-04 5.599116e-05 1.909157e-05 5.978795e-06 1.719325e-06
[21,] 3.868522e-04 1.544360e-04 5.665026e-05 1.908977e-05 5.908182e-06
[22,] 8.901476e-04 3.820609e-04 1.507324e-04 5.464503e-05 1.819924e-05
[23,] 1.843193e-03 8.500242e-04 3.605065e-04 1.405522e-04 5.035712e-05
[24,] 3.445817e-03 1.705568e-03 7.769436e-04 3.255384e-04 1.254041e-04
[25,] 5.837746e-03 3.095787e-03 1.512617e-03 6.803809e-04 2.815546e-04
[26,] 9.003035e-03 5.101115e-03 2.667614e-03 1.285917e-03 5.708563e-04
[27,] 1.271415e-02 7.664672e-03 4.275882e-03 2.203219e-03 1.047075e-03
[28,] 1.657721e-02 1.056734e-02 6.258196e-03 3.433578e-03 1.741584e-03
[29,] 2.018786e-02 1.349071e-02 8.421751e-03 4.892227e-03 2.636488e-03
[30,] 2.331704e-02 1.615549e-02 1.052945e-02 6.424435e-03 3.654617e-03
[31,] 2.598834e-02 1.844978e-02 1.241024e-02 7.870262e-03 4.683515e-03
[32,] 2.836132e-02 2.043894e-02 1.403154e-02 9.141486e-03 5.627646e-03
[33,] 3.049238e-02 2.222723e-02 1.546309e-02 1.024807e-02 6.453153e-03
[34,] 3.217935e-02 2.377884e-02 1.674890e-02 1.124134e-02 7.184007e-03
[35,] 3.305253e-02 2.487004e-02 1.780102e-02 1.211761e-02 7.845923e-03
[36,] 3.285366e-02 2.524011e-02 1.842960e-02 1.277739e-02 8.408727e-03
[37,] 3.165622e-02 2.481327e-02 1.849740e-02 1.309344e-02 8.790177e-03
[38,] 2.983374e-02 2.378291e-02 1.805388e-02 1.302987e-02 8.927130e-03
[39,] 2.782871e-02 2.248420e-02 1.731523e-02 1.269211e-02 8.844907e-03
[40,] 2.594078e-02 2.118751e-02 1.651212e-02 1.225281e-02 8.649096e-03
[41,] 2.427207e-02 1.999390e-02 1.575417e-02 1.182683e-02 8.443009e-03
[42,] 2.277871e-02 1.887078e-02 1.501815e-02 1.141363e-02 8.252207e-03
[43,] 2.132104e-02 1.772702e-02 1.422305e-02 1.093987e-02 8.024196e-03
[44,] 1.970227e-02 1.644860e-02 1.328984e-02 1.033168e-02 7.686487e-03
[45,] 1.774868e-02 1.492177e-02 1.215356e-02 9.544979e-03 7.194785e-03
[46,] 1.541492e-02 1.308958e-02 1.077424e-02 8.560367e-03 6.538043e-03
[47,] 1.282187e-02 1.100931e-02 9.173262e-03 7.388274e-03 5.727044e-03
[48,] 1.018555e-02 8.841801e-03 7.454765e-03 6.089359e-03 4.797743e-03
[49,] 7.708236e-03 6.772511e-03 5.771025e-03 4.772812e-03 3.819770e-03
[50,] 5.524022e-03 4.936691e-03 4.255831e-03 3.556709e-03 2.883376e-03

> 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  
     71.526        0.394  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7v2v71194085325.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]  81.31173  82.15207  82.99241  83.83274  84.67308  85.51342  86.35376
 [8]  87.19409  88.03443  88.87477  89.71511  90.55544  91.39578  92.23612
[15]  93.07646  93.91679  94.75713  95.59747  96.43781  97.27814  98.11848
[22]  98.95882  99.79916 100.63949 101.47983 102.32017 103.16051 104.00084
[29] 104.84118 105.68152 106.52186 107.36219 108.20253 109.04287 109.88321
[36] 110.72354 111.56388 112.40422 113.24456 114.08489 114.92523 115.76557
[43] 116.60591 117.44624 118.28658 119.12692 119.96726 120.80759 121.64793
[50] 122.48827

$yords
 [1]  90.65420  91.60913  92.56406  93.51899  94.47392  95.42885  96.38378
 [8]  97.33871  98.29364  99.24857 100.20351 101.15844 102.11337 103.06830
[15] 104.02323 104.97816 105.93309 106.88802 107.84295 108.79788 109.75281
[22] 110.70774 111.66267 112.61760 113.57253 114.52747 115.48240 116.43733
[29] 117.39226 118.34719 119.30212 120.25705 121.21198 122.16691 123.12184
[36] 124.07677 125.03170 125.98663 126.94156 127.89649 128.85143 129.80636
[43] 130.76129 131.71622 132.67115 133.62608 134.58101 135.53594 136.49087
[50] 137.44580

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.016167e-02 1.240289e-02 1.420518e-02 1.529553e-02 1.551560e-02
 [2,] 1.214828e-02 1.561099e-02 1.881227e-02 2.129815e-02 2.269901e-02
 [3,] 1.327245e-02 1.796486e-02 2.278974e-02 2.714247e-02 3.040875e-02
 [4,] 1.326750e-02 1.892374e-02 2.528422e-02 3.169659e-02 3.735046e-02
 [5,] 1.215827e-02 1.827835e-02 2.573303e-02 3.397359e-02 4.213282e-02
 [6,] 1.025247e-02 1.623754e-02 2.408746e-02 3.350198e-02 4.374886e-02
 [7,] 8.023524e-03 1.334776e-02 2.083490e-02 3.051344e-02 4.195938e-02
 [8,] 5.953105e-03 1.029748e-02 1.681773e-02 2.585729e-02 3.738869e-02
 [9,] 4.410324e-03 7.712906e-03 1.295622e-02 2.070384e-02 3.130068e-02
[10,] 3.604613e-03 6.030882e-03 1.001227e-02 1.619884e-02 2.519270e-02
[11,] 3.596936e-03 5.467453e-03 8.470624e-03 1.321617e-02 2.040718e-02
[12,] 4.328089e-03 6.041376e-03 8.524673e-03 1.225579e-02 1.789098e-02
[13,] 5.634368e-03 7.600778e-03 1.010273e-02 1.343790e-02 1.810572e-02
[14,] 7.252634e-03 9.833486e-03 1.288590e-02 1.651937e-02 2.101377e-02
[15,] 8.840936e-03 1.228370e-02 1.632229e-02 2.090586e-02 2.607957e-02
[16,] 1.003869e-02 1.441397e-02 1.968383e-02 2.569867e-02 3.230099e-02
[17,] 1.056302e-02 1.572813e-02 2.220601e-02 2.983755e-02 3.834107e-02
[18,] 1.030409e-02 1.592286e-02 2.329617e-02 3.235555e-02 4.280999e-02
[19,] 9.368198e-03 1.499777e-02 2.273238e-02 3.267633e-02 4.465436e-02
[20,] 8.036845e-03 1.325808e-02 2.074915e-02 3.082065e-02 4.350899e-02
[21,] 6.654406e-03 1.119388e-02 1.794767e-02 2.740163e-02 3.983366e-02
[22,] 5.496954e-03 9.287500e-03 1.505762e-02 2.338381e-02 3.473582e-02
[23,] 4.684410e-03 7.840419e-03 1.265938e-02 1.970612e-02 2.953464e-02
[24,] 4.171771e-03 6.897894e-03 1.099656e-02 1.694400e-02 2.526097e-02
[25,] 3.811661e-03 6.294140e-03 9.956449e-03 1.516255e-02 2.232306e-02
[26,] 3.446655e-03 5.778411e-03 9.205031e-03 1.400747e-02 2.047634e-02
[27,] 2.982913e-03 5.149276e-03 8.389810e-03 1.295910e-02 1.907597e-02
[28,] 2.415600e-03 4.333648e-03 7.304530e-03 1.160597e-02 1.745550e-02
[29,] 1.806775e-03 3.387083e-03 5.947961e-03 9.808377e-03 1.523659e-02
[30,] 1.239541e-03 2.435715e-03 4.474726e-03 7.699897e-03 1.244021e-02
[31,] 7.771724e-04 1.603660e-03 3.089591e-03 5.565523e-03 9.391582e-03
[32,] 4.444628e-04 9.641440e-04 1.950840e-03 3.686111e-03 6.513656e-03
[33,] 2.316069e-04 5.285500e-04 1.124283e-03 2.231094e-03 4.135521e-03
[34,] 1.098984e-04 2.639837e-04 5.907016e-04 1.232221e-03 2.398609e-03
[35,] 4.746583e-05 1.200560e-04 2.827430e-04 6.203987e-04 1.269304e-03
[36,] 1.865523e-05 4.969916e-05 1.232367e-04 2.845725e-04 6.123370e-04
[37,] 6.670564e-06 1.872229e-05 4.889510e-05 1.188671e-04 2.691420e-04
[38,] 2.169699e-06 6.416927e-06 1.765449e-05 4.519935e-05 1.077336e-04
[39,] 6.418864e-07 2.000714e-06 5.799917e-06 1.564197e-05 3.926026e-05
[40,] 1.727015e-07 5.673847e-07 1.733384e-06 4.925487e-06 1.302182e-05
[41,] 4.225498e-08 1.463391e-07 4.712126e-07 1.411014e-06 3.930178e-06
[42,] 9.401022e-09 3.432388e-08 1.165040e-07 3.676870e-07 1.079189e-06
[43,] 1.901797e-09 7.320748e-09 2.619560e-08 8.714451e-08 2.695655e-07
[44,] 3.498044e-10 1.419753e-09 5.356080e-09 1.878347e-08 6.124347e-08
[45,] 5.849821e-11 2.503500e-10 9.957970e-10 3.681729e-09 1.265438e-08
[46,] 8.894113e-12 4.013680e-11 1.683363e-10 6.562058e-10 2.377779e-09
[47,] 1.229404e-12 5.850386e-12 2.587318e-11 1.063451e-10 4.062770e-10
[48,] 1.544931e-13 7.752842e-13 3.615531e-12 1.566986e-11 6.312023e-11
[49,] 1.764976e-14 9.340338e-14 4.593379e-13 2.099263e-12 8.916416e-12
[50,] 1.833064e-15 1.023014e-14 5.305426e-14 2.556879e-13 1.145172e-12
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.485860e-02 1.346139e-02 1.155923e-02 9.423419e-03 7.303465e-03
 [2,] 2.282242e-02 2.169403e-02 1.953605e-02 1.669791e-02 1.356824e-02
 [3,] 3.211466e-02 3.204185e-02 3.026843e-02 2.712799e-02 2.311083e-02
 [4,] 4.145627e-02 4.343610e-02 4.305873e-02 4.047531e-02 3.615372e-02
 [5,] 4.917803e-02 5.414107e-02 5.634863e-02 5.557248e-02 5.205446e-02
 [6,] 5.373223e-02 6.219477e-02 6.799866e-02 7.039073e-02 6.916156e-02
 [7,] 5.424667e-02 6.605118e-02 7.590283e-02 8.251361e-02 8.507014e-02
 [8,] 5.085560e-02 6.513924e-02 7.870044e-02 8.987977e-02 9.726537e-02
 [9,] 4.465460e-02 6.007558e-02 7.626224e-02 9.148283e-02 1.039186e-01
[10,] 3.733148e-02 5.245347e-02 6.973860e-02 8.771838e-02 1.044949e-01
[11,] 3.067678e-02 4.434869e-02 6.118926e-02 8.025409e-02 9.992381e-02
[12,] 2.618051e-02 3.778289e-02 5.300312e-02 7.153387e-02 9.231116e-02
[13,] 2.480279e-02 3.432266e-02 4.734559e-02 6.415378e-02 8.436341e-02
[14,] 2.687971e-02 3.484970e-02 4.575896e-02 6.030715e-02 7.874915e-02
[15,] 3.208721e-02 3.944191e-02 4.891052e-02 6.137020e-02 7.753764e-02
[16,] 3.944453e-02 4.732186e-02 5.644452e-02 6.761543e-02 8.175456e-02
[17,] 4.741913e-02 5.691323e-02 6.695768e-02 7.806523e-02 9.107932e-02
[18,] 5.421076e-02 6.609752e-02 7.819222e-02 9.057666e-02 1.037749e-01
[19,] 5.821076e-02 7.270887e-02 8.752169e-02 1.022639e-01 1.169845e-01
[20,] 5.850235e-02 7.516344e-02 9.266995e-02 1.102496e-01 1.274426e-01
[21,] 5.518275e-02 7.298605e-02 9.243211e-02 1.125430e-01 1.324471e-01
[22,] 4.932524e-02 6.697714e-02 8.708570e-02 1.086997e-01 1.307405e-01
[23,] 4.255788e-02 5.889786e-02 7.826860e-02 9.995350e-02 1.229183e-01
[24,] 3.643163e-02 5.078020e-02 6.833274e-02 8.871618e-02 1.111542e-01
[25,] 3.186476e-02 4.416362e-02 5.943946e-02 7.763554e-02 9.833212e-02
[26,] 2.890970e-02 3.960080e-02 5.279637e-02 6.861624e-02 8.695055e-02
[27,] 2.691782e-02 3.663462e-02 4.836536e-02 6.222873e-02 7.826779e-02
[28,] 2.497784e-02 3.420824e-02 4.513253e-02 5.773903e-02 7.204147e-02
[29,] 2.238658e-02 3.126561e-02 4.175606e-02 5.368821e-02 6.692751e-02
[30,] 1.892992e-02 2.723821e-02 3.724651e-02 4.869628e-02 6.129523e-02
[31,] 1.488183e-02 2.221406e-02 3.136246e-02 4.209325e-02 5.404103e-02
[32,] 1.078523e-02 1.677545e-02 2.459103e-02 3.411584e-02 4.503003e-02
[33,] 7.171132e-03 1.165658e-02 1.780862e-02 2.566005e-02 3.502425e-02
[34,] 4.362446e-03 7.425361e-03 1.185389e-02 1.779866e-02 2.522850e-02
[35,] 2.423967e-03 4.326547e-03 7.230714e-03 1.134118e-02 1.674554e-02
[36,] 1.228863e-03 2.302585e-03 4.034248e-03 6.621892e-03 1.020889e-02
[37,] 5.679765e-04 1.118169e-03 2.056070e-03 3.536847e-03 5.703790e-03
[38,] 2.392013e-04 4.951078e-04 9.563003e-04 1.725932e-03 2.915796e-03
[39,] 9.175187e-05 1.997788e-04 4.056178e-04 7.687708e-04 1.362173e-03
[40,] 3.204311e-05 7.342833e-05 1.568041e-04 3.123311e-04 5.809997e-04
[41,] 1.018596e-05 2.457462e-05 5.522240e-05 1.156699e-04 2.260766e-04
[42,] 2.946572e-06 7.486715e-06 1.771034e-05 3.903035e-05 8.020482e-05
[43,] 7.755309e-07 2.075739e-06 5.170796e-06 1.199465e-05 2.592910e-05
[44,] 1.856865e-07 5.236540e-07 1.374029e-06 3.356084e-06 7.635406e-06
[45,] 4.043948e-08 1.201808e-07 3.322390e-07 8.547125e-07 2.047303e-06
[46,] 8.009926e-09 2.508913e-08 7.308789e-08 1.980849e-07 4.997022e-07
[47,] 1.442817e-09 4.763732e-09 1.462573e-08 4.176819e-08 1.109979e-07
[48,] 2.363320e-10 8.225830e-10 2.662042e-09 8.011913e-09 2.243399e-08
[49,] 3.519948e-11 1.291664e-10 4.406511e-10 1.397873e-09 4.124914e-09
[50,] 4.766845e-12 1.844290e-11 6.633181e-11 2.218166e-10 6.898917e-10
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.388190e-03 3.789902e-03 2.548231e-03 1.646451e-03 1.032831e-03
 [2,] 1.049684e-02 7.743812e-03 5.460342e-03 3.695577e-03 2.420184e-03
 [3,] 1.874653e-02 1.450342e-02 1.072495e-02 7.606878e-03 5.208028e-03
 [4,] 3.074651e-02 2.494207e-02 1.934090e-02 1.437902e-02 1.030157e-02
 [5,] 4.641219e-02 3.947237e-02 3.209117e-02 2.500847e-02 1.875889e-02
 [6,] 6.465462e-02 5.764162e-02 4.912299e-02 4.012126e-02 3.151645e-02
 [7,] 8.339431e-02 7.793248e-02 6.960177e-02 5.956337e-02 4.899573e-02
 [8,] 1.000038e-01 9.795438e-02 9.165670e-02 8.215263e-02 7.074194e-02
 [9,] 1.120624e-01 1.150372e-01 1.127379e-01 1.057780e-01 9.529638e-02
[10,] 1.181211e-01 1.270199e-01 1.303006e-01 1.278839e-01 1.204333e-01
[11,] 1.181592e-01 1.329114e-01 1.425510e-01 1.461756e-01 1.437183e-01
[12,] 1.135776e-01 1.331712e-01 1.489579e-01 1.592647e-01 1.631739e-01
[13,] 1.067920e-01 1.295503e-01 1.503615e-01 1.670133e-01 1.777891e-01
[14,] 1.006189e-01 1.246106e-01 1.486998e-01 1.704935e-01 1.876983e-01
[15,] 9.763322e-02 1.210975e-01 1.464889e-01 1.716363e-01 1.940213e-01
[16,] 9.959020e-02 1.212949e-01 1.461969e-01 1.726986e-01 1.984661e-01
[17,] 1.069607e-01 1.264359e-01 1.496059e-01 1.756582e-01 2.028149e-01
[18,] 1.186751e-01 1.362681e-01 1.572518e-01 1.816182e-01 2.083781e-01
[19,] 1.322339e-01 1.489428e-01 1.681069e-01 1.903509e-01 2.155068e-01
[20,] 1.442961e-01 1.614005e-01 1.797139e-01 2.001925e-01 2.233256e-01
[21,] 1.516586e-01 1.702569e-01 1.888762e-01 2.084696e-01 2.298916e-01
[22,] 1.522999e-01 1.729194e-01 1.927370e-01 2.124193e-01 2.328647e-01
[23,] 1.460531e-01 1.684792e-01 1.898097e-01 2.102516e-01 2.304749e-01
[24,] 1.345969e-01 1.579721e-01 1.804839e-01 2.018427e-01 2.223143e-01
[25,] 1.207518e-01 1.438924e-01 1.667723e-01 1.887088e-01 2.095104e-01
[26,] 1.073802e-01 1.291797e-01 1.514400e-01 1.732972e-01 1.941848e-01
[27,] 9.635803e-02 1.161239e-01 1.369272e-01 1.579721e-01 1.785119e-01
[28,] 8.804194e-02 1.056387e-01 1.245279e-01 1.441715e-01 1.638810e-01
[29,] 8.142227e-02 9.717257e-02 1.141264e-01 1.320606e-01 1.505276e-01
[30,] 7.483238e-02 8.923692e-02 1.045395e-01 1.207488e-01 1.377126e-01
[31,] 6.684237e-02 8.026469e-02 9.426041e-02 1.089099e-01 1.242775e-01
[32,] 5.691167e-02 6.938538e-02 8.224840e-02 9.550629e-02 1.092928e-01
[33,] 4.553775e-02 5.677839e-02 6.841376e-02 8.030930e-02 9.253731e-02
[34,] 3.391713e-02 4.350443e-02 5.361907e-02 6.401250e-02 7.463890e-02
[35,] 2.336852e-02 3.097913e-02 3.926250e-02 4.793521e-02 5.685472e-02
[36,] 1.483224e-02 2.039698e-02 2.669891e-02 3.349815e-02 4.061845e-02
[37,] 8.647771e-03 1.237262e-02 1.678683e-02 2.173550e-02 2.706846e-02
[38,] 4.621958e-03 6.896322e-03 9.727313e-03 1.304431e-02 1.675302e-02
[39,] 2.260966e-03 3.525081e-03 5.181836e-03 7.218681e-03 9.595676e-03
[40,] 1.011059e-03 1.649823e-03 2.532703e-03 3.674697e-03 5.071611e-03
[41,] 4.129021e-04 7.061158e-04 1.133970e-03 1.717301e-03 2.467452e-03
[42,] 1.538710e-04 2.760818e-04 4.644791e-04 7.355545e-04 1.102798e-03
[43,] 5.228999e-05 9.852679e-05 1.738626e-04 2.883554e-04 4.519991e-04
[44,] 1.619552e-05 3.207152e-05 5.941945e-05 1.033439e-04 1.696447e-04
[45,] 4.569717e-06 9.516552e-06 1.852707e-05 3.382716e-05 5.823302e-05
[46,] 1.174190e-06 2.572905e-06 5.267061e-06 1.010460e-05 1.826313e-05
[47,] 2.746675e-07 6.335446e-07 1.364542e-06 2.752666e-06 5.228552e-06
[48,] 5.847684e-08 1.420349e-07 3.220142e-07 6.834793e-07 1.365444e-06
[49,] 1.132859e-08 2.898394e-08 6.919535e-08 1.546084e-07 3.250808e-07
[50,] 1.996675e-09 5.382272e-09 1.353519e-08 3.185003e-08 7.052085e-08
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 6.410282e-04 4.057389e-04 2.721214e-04 1.993910e-04 1.601881e-04
 [2,] 1.556568e-03 1.007648e-03 6.789572e-04 4.918571e-04 3.883713e-04
 [3,] 3.482213e-03 2.318989e-03 1.582623e-03 1.142199e-03 8.896055e-04
 [4,] 7.177283e-03 4.939357e-03 3.437851e-03 2.490612e-03 1.923163e-03
 [5,] 1.364104e-02 9.734538e-03 6.949050e-03 5.089021e-03 3.918488e-03
 [6,] 2.394523e-02 1.776389e-02 1.306471e-02 9.731314e-03 7.516464e-03
 [7,] 3.891538e-02 3.006372e-02 2.285934e-02 1.740878e-02 1.356606e-02
 [8,] 5.874399e-02 4.730767e-02 3.728267e-02 2.915405e-02 2.304172e-02
 [9,] 8.270671e-02 6.945644e-02 5.682609e-02 4.577829e-02 3.686590e-02
[10,] 1.091580e-01 9.556747e-02 8.123303e-02 6.757160e-02 5.566260e-02
[11,] 1.358720e-01 1.239002e-01 1.094053e-01 9.409022e-02 7.951751e-02
[12,] 1.606207e-01 1.523196e-01 1.395923e-01 1.241506e-01 1.078485e-01
[13,] 1.817536e-01 1.788453e-01 1.698147e-01 1.560704e-01 1.394682e-01
[14,] 1.985538e-01 2.021140e-01 1.983432e-01 1.880684e-01 1.728367e-01
[15,] 2.112664e-01 2.215759e-01 2.240192e-01 2.186354e-01 2.063923e-01
[16,] 2.208488e-01 2.373930e-01 2.462961e-01 2.466963e-01 2.387789e-01
[17,] 2.285679e-01 2.501425e-01 2.650422e-01 2.715158e-01 2.688475e-01
[18,] 2.355531e-01 2.604682e-01 2.802645e-01 2.924716e-01 2.954774e-01
[19,] 2.423736e-01 2.687707e-01 2.918982e-01 3.088952e-01 3.174233e-01
[20,] 2.487309e-01 2.749740e-01 2.997049e-01 3.200867e-01 3.333816e-01
[21,] 2.534267e-01 2.784341e-01 3.032566e-01 3.254524e-01 3.422800e-01
[22,] 2.547561e-01 2.781133e-01 3.020220e-01 3.246570e-01 3.436058e-01
[23,] 2.512664e-01 2.730757e-01 2.956275e-01 3.177639e-01 3.375890e-01
[24,] 2.425328e-01 2.631220e-01 2.842655e-01 3.054068e-01 3.252191e-01
[25,] 2.294762e-01 2.491657e-01 2.690115e-01 2.889391e-01 3.081714e-01
[26,] 2.139903e-01 2.330150e-01 2.517193e-01 2.703499e-01 2.886247e-01
[27,] 1.980784e-01 2.166094e-01 2.343841e-01 2.517631e-01 2.688461e-01
[28,] 1.830080e-01 2.011540e-01 2.182825e-01 2.346433e-01 2.505214e-01
[29,] 1.689253e-01 1.866760e-01 2.034286e-01 2.191613e-01 2.341065e-01
[30,] 1.550516e-01 1.722240e-01 1.887033e-01 2.041765e-01 2.186449e-01
[31,] 1.402606e-01 1.565230e-01 1.725659e-01 1.879087e-01 2.022866e-01
[32,] 1.237116e-01 1.386862e-01 1.539063e-01 1.689118e-01 1.832800e-01
[33,] 1.052763e-01 1.186492e-01 1.325882e-01 1.468028e-01 1.608812e-01
[34,] 8.563638e-02 9.721331e-02 1.094953e-01 1.224142e-01 1.357029e-01
[35,] 6.606771e-02 7.576782e-02 8.617841e-02 9.741690e-02 1.094122e-01
[36,] 4.802768e-02 5.585677e-02 6.434111e-02 7.370695e-02 8.405670e-02
[37,] 3.271926e-02 3.875752e-02 4.538393e-02 5.286162e-02 6.140960e-02
[38,] 2.079397e-02 2.520088e-02 3.012900e-02 3.583182e-02 4.258621e-02
[39,] 1.228018e-02 1.529437e-02 1.875541e-02 2.288453e-02 2.796976e-02
[40,] 6.716759e-03 8.632677e-03 1.090830e-02 1.372410e-02 1.734597e-02
[41,] 3.392811e-03 4.517051e-03 5.906975e-03 7.700670e-03 1.012051e-02
[42,] 1.578823e-03 2.184782e-03 2.968452e-03 4.027986e-03 5.532306e-03
[43,] 6.753982e-04 9.743113e-04 1.380207e-03 1.957140e-03 2.821353e-03
[44,] 2.651240e-04 3.997189e-04 5.921493e-04 8.804292e-04 1.336800e-03
[45,] 9.535145e-05 1.505703e-04 2.338576e-04 3.656040e-04 5.862678e-04
[46,] 3.137783e-05 5.199143e-05 8.484036e-05 1.397770e-04 2.371972e-04
[47,] 9.437444e-06 1.643313e-05 2.822356e-05 4.909014e-05 8.828471e-05
[48,] 2.591897e-06 4.748865e-06 8.596589e-06 1.580758e-05 3.015845e-05
[49,] 6.494964e-07 1.253457e-06 2.394416e-06 4.659784e-06 9.437399e-06
[50,] 1.484062e-07 3.019407e-07 6.092270e-07 1.255841e-06 2.701147e-06
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 1.377286e-04 1.224727e-04 1.093854e-04 9.613238e-05 8.203727e-05
 [2,] 3.299308e-04 2.930099e-04 2.642652e-04 2.367295e-04 2.074345e-04
 [3,] 7.458427e-04 6.587938e-04 5.968246e-04 5.420419e-04 4.853467e-04
 [4,] 1.592610e-03 1.395569e-03 1.264461e-03 1.158468e-03 1.054672e-03
 [5,] 3.212935e-03 2.790307e-03 2.520529e-03 2.319497e-03 2.136766e-03
 [6,] 6.123308e-03 5.271829e-03 4.738098e-03 4.364753e-03 4.051512e-03
 [7,] 1.102508e-02 9.421118e-03 8.414821e-03 7.740158e-03 7.214409e-03
 [8,] 1.876306e-02 1.594372e-02 1.414438e-02 1.296501e-02 1.210080e-02
 [9,] 3.021543e-02 2.559500e-02 2.255003e-02 2.056110e-02 1.917001e-02
[10,] 4.612127e-02 3.906524e-02 3.419447e-02 3.096077e-02 2.876218e-02
[11,] 6.688242e-02 5.684689e-02 4.949448e-02 4.443338e-02 4.100984e-02
[12,] 9.240305e-02 7.911498e-02 6.866538e-02 6.107059e-02 5.582257e-02
[13,] 1.220382e-01 1.056546e-01 9.170060e-02 8.083804e-02 7.297924e-02
[14,] 1.546931e-01 1.358665e-01 1.183778e-01 1.036562e-01 9.229867e-02
[15,] 1.890402e-01 1.688580e-01 1.482819e-01 1.294526e-01 1.137971e-01
[16,] 2.237306e-01 2.035667e-01 1.808277e-01 1.581440e-01 1.377311e-01
[17,] 2.574528e-01 2.388076e-01 2.152317e-01 1.895240e-01 1.644685e-01
[18,] 2.888022e-01 2.731648e-01 2.503697e-01 2.230373e-01 1.941824e-01
[19,] 3.161142e-01 3.048028e-01 2.845463e-01 2.574630e-01 2.264167e-01
[20,] 3.375107e-01 3.314453e-01 3.153731e-01 2.906628e-01 2.596675e-01
[21,] 3.512739e-01 3.507362e-01 3.400321e-01 3.196752e-01 2.912501e-01
[22,] 3.563786e-01 3.609237e-01 3.560018e-01 3.413597e-01 3.177408e-01
[23,] 3.528649e-01 3.614989e-01 3.619473e-01 3.534356e-01 3.360086e-01
[24,] 3.418608e-01 3.534036e-01 3.582476e-01 3.553738e-01 3.444024e-01
[25,] 3.253194e-01 3.387166e-01 3.468337e-01 3.485817e-01 3.434008e-01
[26,] 3.056398e-01 3.200550e-01 3.304643e-01 3.357563e-01 3.352892e-01
[27,] 2.852236e-01 2.999672e-01 3.118716e-01 3.198187e-01 3.230613e-01
[28,] 2.659304e-01 2.804214e-01 2.931245e-01 3.030089e-01 3.092114e-01
[29,] 2.485146e-01 2.623788e-01 2.752804e-01 2.864521e-01 2.950261e-01
[30,] 2.323501e-01 2.455511e-01 2.582699e-01 2.701533e-01 2.805354e-01
[31,] 2.157451e-01 2.285649e-01 2.410442e-01 2.532532e-01 2.648997e-01
[32,] 1.968154e-01 2.096331e-01 2.220730e-01 2.344795e-01 2.469579e-01
[33,] 1.744778e-01 1.874894e-01 2.001163e-01 2.127593e-01 2.257905e-01
[34,] 1.490111e-01 1.620866e-01 1.749292e-01 1.878230e-01 2.012101e-01
[35,] 1.219254e-01 1.346734e-01 1.474992e-01 1.604975e-01 1.740149e-01
[36,] 9.531358e-02 1.072628e-01 1.196793e-01 1.324835e-01 1.458382e-01
[37,] 7.110746e-02 8.186264e-02 9.346742e-02 1.057292e-01 1.186127e-01
[38,] 5.059241e-02 5.989400e-02 7.036312e-02 8.177136e-02 9.392398e-02
[39,] 3.428599e-02 4.199910e-02 5.109764e-02 6.139385e-02 7.260944e-02
[40,] 2.207652e-02 2.816993e-02 3.573883e-02 4.469662e-02 5.477536e-02
[41,] 1.345460e-02 1.799832e-02 2.396484e-02 3.139573e-02 4.011621e-02
[42,] 7.724013e-03 1.089060e-02 1.529837e-02 2.110153e-02 2.826045e-02
[43,] 4.154782e-03 6.199501e-03 9.221024e-03 1.343817e-02 1.893571e-02
[44,] 2.083121e-03 3.298204e-03 5.205451e-03 8.031338e-03 1.193603e-02
[45,] 9.688644e-04 1.630167e-03 2.732706e-03 4.467686e-03 7.012391e-03
[46,] 4.162915e-04 7.448219e-04 1.326394e-03 2.298278e-03 3.812083e-03
[47,] 1.646749e-04 3.133294e-04 5.925968e-04 1.088020e-03 1.907436e-03
[48,] 5.980670e-05 1.209843e-04 2.428872e-04 4.723412e-04 8.751862e-04
[49,] 1.989821e-05 4.277687e-05 9.110551e-05 1.875732e-04 3.672647e-04
[50,] 6.054481e-06 1.382506e-05 3.121807e-05 6.801621e-05 1.407023e-04
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 6.744159e-05 5.319965e-05 4.023588e-05 2.922178e-05 2.043636e-05
 [2,] 1.760402e-04 1.438589e-04 1.129331e-04 8.519185e-05 6.188250e-05
 [3,] 4.235271e-04 3.574951e-04 2.907155e-04 2.275079e-04 1.715253e-04
 [4,] 9.420997e-04 8.184115e-04 6.875796e-04 5.572177e-04 4.355426e-04
 [5,] 1.944572e-03 1.731233e-03 1.497603e-03 1.253742e-03 1.014311e-03
 [6,] 3.738998e-03 3.395990e-03 3.012762e-03 2.597262e-03 2.169912e-03
 [7,] 6.723542e-03 6.201773e-03 5.617697e-03 4.968126e-03 4.273484e-03
 [8,] 1.134898e-02 1.058706e-02 9.747946e-03 8.805691e-03 7.769884e-03
 [9,] 1.804109e-02 1.696099e-02 1.580769e-02 1.452091e-02 1.308778e-02
[10,] 2.709018e-02 2.559159e-02 2.405671e-02 2.237669e-02 2.050875e-02
[11,] 3.854234e-02 3.648628e-02 3.449002e-02 3.236619e-02 3.003480e-02
[12,] 5.215507e-02 4.931727e-02 4.674940e-02 4.412524e-02 4.130124e-02
[13,] 6.747968e-02 6.346184e-02 6.012389e-02 5.691722e-02 5.356716e-02
[14,] 8.407929e-02 7.820548e-02 7.369972e-02 6.973454e-02 6.580107e-02
[15,] 1.018012e-01 9.307452e-02 8.667720e-02 8.155312e-02 7.687848e-02
[16,] 1.209593e-01 1.081629e-01 9.877486e-02 9.172299e-02 8.590186e-02
[17,] 1.422962e-01 1.242681e-01 1.105408e-01 1.003771e-01 9.260094e-02
[18,] 1.666763e-01 1.427012e-01 1.233686e-01 1.086536e-01 9.767492e-02
[19,] 1.945565e-01 1.647604e-01 1.391053e-01 1.185366e-01 1.028699e-01
[20,] 2.253869e-01 1.909982e-01 1.593077e-01 1.322532e-01 1.106271e-01
[21,] 2.572099e-01 2.205537e-01 1.843798e-01 1.513652e-01 1.233055e-01
[22,] 2.867958e-01 2.509174e-01 2.129710e-01 1.758930e-01 1.422053e-01
[23,] 3.104924e-01 2.784381e-01 2.420339e-01 2.039127e-01 1.668039e-01
[24,] 3.255410e-01 2.995429e-01 2.677236e-01 2.319731e-01 1.946449e-01
[25,] 3.311784e-01 3.121409e-01 2.868499e-01 2.563136e-01 2.220963e-01
[26,] 3.288360e-01 3.164079e-01 2.981393e-01 2.743483e-01 2.457375e-01
[27,] 3.212818e-01 3.144366e-01 3.025428e-01 2.855917e-01 2.636754e-01
[28,] 3.112425e-01 3.089624e-01 3.023802e-01 2.914490e-01 2.760240e-01
[29,] 3.003157e-01 3.019619e-01 2.998703e-01 2.940124e-01 2.842548e-01
[30,] 2.886584e-01 2.939147e-01 2.959597e-01 2.946474e-01 2.898618e-01
[31,] 2.753796e-01 2.839736e-01 2.900615e-01 2.932269e-01 2.932122e-01
[32,] 2.592394e-01 2.707244e-01 2.806622e-01 2.883526e-01 2.932538e-01
[33,] 2.393123e-01 2.530289e-01 2.662894e-01 2.782624e-01 2.881287e-01
[34,] 2.154549e-01 2.306122e-01 2.463151e-01 2.618279e-01 2.762158e-01
[35,] 1.885024e-01 2.042795e-01 2.213219e-01 2.391732e-01 2.570085e-01
[36,] 1.601199e-01 1.757569e-01 1.930027e-01 2.117504e-01 2.314690e-01
[37,] 1.323132e-01 1.472066e-01 1.636829e-01 1.819363e-01 2.018071e-01
[38,] 1.067938e-01 1.205784e-01 1.356386e-01 1.523348e-01 1.708379e-01
[39,] 8.451755e-02 9.707408e-02 1.104667e-01 1.250484e-01 1.411831e-01
[40,] 6.562882e-02 7.698532e-02 8.878018e-02 1.012006e-01 1.146188e-01
[41,] 4.977228e-02 5.995244e-02 7.035104e-02 8.090116e-02 9.181523e-02
[42,] 3.651353e-02 4.543514e-02 5.457373e-02 6.362073e-02 7.253845e-02
[43,] 2.559530e-02 3.308724e-02 4.094737e-02 4.872508e-02 5.614847e-02
[44,] 1.693515e-02 2.284810e-02 2.930961e-02 3.586032e-02 4.209448e-02
[45,] 1.046655e-02 1.478808e-02 1.976052e-02 2.502129e-02 3.015736e-02
[46,] 5.993776e-03 8.889903e-03 1.241975e-02 1.636062e-02 2.038675e-02
[47,] 3.161819e-03 4.930893e-03 7.221404e-03 9.935446e-03 1.286962e-02
[48,] 1.530141e-03 2.511772e-03 3.863344e-03 5.567255e-03 7.526978e-03
[49,] 6.774205e-04 1.171323e-03 1.894555e-03 2.865325e-03 4.055474e-03
[50,] 2.738287e-04 4.989674e-04 8.494513e-04 1.350248e-03 2.004894e-03
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 1.380099e-05 9.012773e-06 5.687355e-06 3.456951e-06 2.013986e-06
 [2,] 4.339829e-05 2.943796e-05 1.931242e-05 1.222340e-05 7.430564e-06
 [3,] 1.248588e-04 8.792786e-05 5.993184e-05 3.946807e-05 2.501339e-05
 [4,] 3.288437e-04 2.402725e-04 1.700377e-04 1.164183e-04 7.685358e-05
 [5,] 7.934553e-04 6.010207e-04 4.412722e-04 3.138371e-04 2.156090e-04
 [6,] 1.755898e-03 1.377288e-03 1.048105e-03 7.736021e-04 5.525555e-04
 [7,] 3.569373e-03 2.894588e-03 2.280295e-03 1.744767e-03 1.294258e-03
 [8,] 6.679110e-03 5.587762e-03 4.549297e-03 3.603494e-03 2.772590e-03
 [9,] 1.153697e-02 9.928568e-03 8.335397e-03 6.822785e-03 5.436711e-03
[10,] 1.846075e-02 1.628341e-02 1.405545e-02 1.186085e-02 9.769244e-03
[11,] 2.748140e-02 2.473844e-02 2.187363e-02 1.897137e-02 1.611114e-02
[12,] 3.824196e-02 3.496804e-02 3.153135e-02 2.799915e-02 2.443699e-02
[13,] 4.999455e-02 4.621930e-02 4.229422e-02 3.827183e-02 3.418802e-02
[14,] 6.170008e-02 5.743074e-02 5.306813e-02 4.867985e-02 4.428611e-02
[15,] 7.221008e-02 6.743950e-02 6.264511e-02 5.794106e-02 5.337743e-02
[16,] 8.051995e-02 7.521668e-02 6.997487e-02 6.493500e-02 6.021784e-02
[17,] 8.609100e-02 8.010993e-02 7.438177e-02 6.896180e-02 6.401761e-02
[18,] 8.919274e-02 8.210153e-02 7.572778e-02 6.986371e-02 6.460002e-02
[19,] 9.112556e-02 8.204482e-02 7.456253e-02 6.806321e-02 6.237411e-02
[20,] 9.413249e-02 8.174894e-02 7.224199e-02 6.459989e-02 5.824535e-02
[21,] 1.008807e-01 8.374442e-02 7.089502e-02 6.115724e-02 5.357394e-02
[22,] 1.135856e-01 9.065810e-02 7.309257e-02 5.995730e-02 5.015973e-02
[23,] 1.330778e-01 1.043320e-01 8.119076e-02 6.339395e-02 5.011764e-02
[24,] 1.582516e-01 1.250284e-01 9.652629e-02 7.340939e-02 5.552466e-02
[25,] 1.862700e-01 1.511390e-01 1.188142e-01 9.081561e-02 6.786801e-02
[26,] 2.135707e-01 1.796599e-01 1.461059e-01 1.148913e-01 8.750399e-02
[27,] 2.372435e-01 2.073081e-01 1.754407e-01 1.435318e-01 1.134225e-01
[28,] 2.560303e-01 2.317326e-01 2.039327e-01 1.739692e-01 1.435140e-01
[29,] 2.703543e-01 2.521311e-01 2.297157e-01 2.037225e-01 1.752639e-01
[30,] 2.813855e-01 2.689106e-01 2.521892e-01 2.312401e-01 2.065068e-01
[31,] 2.897883e-01 2.826543e-01 2.714449e-01 2.558494e-01 2.357851e-01
[32,] 2.949614e-01 2.931122e-01 2.873039e-01 2.770968e-01 2.621101e-01
[33,] 2.951916e-01 2.988748e-01 2.986530e-01 2.939922e-01 2.843571e-01
[34,] 2.885249e-01 2.978866e-01 3.035284e-01 3.047331e-01 3.008113e-01
[35,] 2.737915e-01 2.884311e-01 2.998733e-01 3.071274e-01 3.092668e-01
[36,] 2.512666e-01 2.700212e-01 2.865040e-01 2.994628e-01 3.076778e-01
[37,] 2.227309e-01 2.437841e-01 2.637745e-01 2.813309e-01 2.949937e-01
[38,] 1.909878e-01 2.122376e-01 2.336624e-01 2.540025e-01 2.717343e-01
[39,] 1.590697e-01 1.786034e-01 1.992932e-01 2.202220e-01 2.400500e-01
[40,] 1.294442e-01 1.459514e-01 1.641268e-01 1.835440e-01 2.032769e-01
[41,] 1.035170e-01 1.164948e-01 1.311224e-01 1.474776e-01 1.651743e-01
[42,] 8.159282e-02 9.128043e-02 1.021771e-01 1.147434e-01 1.291133e-01
[43,] 6.323960e-02 7.033410e-02 7.799971e-02 8.687671e-02 9.746818e-02
[44,] 4.781093e-02 5.310793e-02 5.838605e-02 6.425708e-02 7.137791e-02
[45,] 3.484192e-02 3.896203e-02 4.268844e-02 4.646119e-02 5.089157e-02
[46,] 2.416090e-02 2.745117e-02 3.023023e-02 3.271965e-02 3.536126e-02
[47,] 1.575761e-02 1.835015e-02 2.050709e-02 2.226786e-02 2.387365e-02
[48,] 9.574970e-03 1.151272e-02 1.317470e-02 1.449523e-02 1.555367e-02
[49,] 5.382323e-03 6.720377e-03 7.934815e-03 8.928485e-03 9.686536e-03
[50,] 2.784559e-03 3.626011e-03 4.443439e-03 5.153745e-03 5.708334e-03
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.118141e-06 5.882395e-07 2.917922e-07 1.359278e-07 5.928149e-08
 [2,] 4.313955e-06 2.378075e-06 1.238167e-06 6.062239e-07 2.781661e-07
 [3,] 1.517339e-05 8.758142e-06 4.783490e-06 2.460495e-06 1.187432e-06
 [4,] 4.866924e-05 2.939179e-05 1.682904e-05 9.089555e-06 4.611917e-06
 [5,] 1.424100e-04 8.990660e-05 5.392864e-05 3.056797e-05 1.629953e-05
 [6,] 3.802850e-04 2.507544e-04 1.574477e-04 9.360060e-05 5.242660e-05
 [7,] 9.271583e-04 6.379046e-04 4.189242e-04 2.610202e-04 1.534905e-04
 [8,] 2.064924e-03 1.480804e-03 1.016157e-03 6.630751e-04 4.091149e-04
 [9,] 4.203812e-03 3.138301e-03 2.247929e-03 1.534870e-03 9.929705e-04
[10,] 7.829528e-03 6.076047e-03 4.537388e-03 3.238567e-03 2.195152e-03
[11,] 1.335567e-02 1.075550e-02 8.361578e-03 6.231492e-03 4.421430e-03
[12,] 2.089754e-02 1.742586e-02 1.407871e-02 1.094015e-02 8.116970e-03
[13,] 3.005632e-02 2.587960e-02 2.168090e-02 1.753692e-02 1.358834e-02
[14,] 3.985131e-02 3.530343e-02 3.058080e-02 2.569194e-02 2.075656e-02
[15,] 4.890000e-02 4.436279e-02 3.958611e-02 3.444540e-02 2.895587e-02
[16,] 5.581403e-02 5.155517e-02 4.716048e-02 4.234238e-02 3.693504e-02
[17,] 5.963319e-02 5.569967e-02 5.191058e-02 4.785190e-02 4.315392e-02
[18,] 6.008436e-02 5.632085e-02 5.307594e-02 4.990789e-02 4.630033e-02
[19,] 5.757266e-02 5.373889e-02 5.076685e-02 4.829776e-02 4.578638e-02
[20,] 5.299775e-02 4.887246e-02 4.584594e-02 4.369393e-02 4.195813e-02
[21,] 4.757833e-02 4.294026e-02 3.957614e-02 3.734335e-02 3.591460e-02
[22,] 4.279109e-02 3.726908e-02 3.328427e-02 3.063694e-02 2.907187e-02
[23,] 4.036603e-02 3.327250e-02 2.822353e-02 2.481891e-02 2.274621e-02
[24,] 4.218119e-02 3.249086e-02 2.562964e-02 2.095162e-02 1.797172e-02
[25,] 4.994825e-02 3.651803e-02 2.681036e-02 2.005319e-02 1.557879e-02
[26,] 6.473975e-02 4.672430e-02 3.309255e-02 2.321564e-02 1.638719e-02
[27,] 8.656740e-02 6.384857e-02 4.556513e-02 3.154738e-02 2.131890e-02
[28,] 1.142661e-01 8.766636e-02 6.471600e-02 4.591776e-02 3.131298e-02
[29,] 1.458077e-01 1.169477e-01 9.016395e-02 6.662575e-02 4.706406e-02
[30,] 1.789070e-01 1.497659e-01 1.206568e-01 9.318026e-02 6.872103e-02
[31,] 2.115614e-01 1.839805e-01 1.543408e-01 1.243151e-01 9.570727e-02
[32,] 2.421864e-01 2.175804e-01 1.891100e-01 1.581965e-01 1.267324e-01
[33,] 2.693078e-01 2.486782e-01 2.227939e-01 1.926474e-01 1.599265e-01
[34,] 2.911350e-01 2.752572e-01 2.531122e-01 2.252449e-01 1.929675e-01
[35,] 3.054525e-01 2.950110e-01 2.775844e-01 2.533386e-01 2.231701e-01
[36,] 3.100246e-01 3.055642e-01 2.936702e-01 2.741947e-01 2.476554e-01
[37,] 3.033254e-01 3.050534e-01 2.992318e-01 2.854009e-01 2.637400e-01
[38,] 2.851936e-01 2.927661e-01 2.931191e-01 2.854195e-01 2.694955e-01
[39,] 2.570918e-01 2.695030e-01 2.755661e-01 2.740023e-01 2.642155e-01
[40,] 2.218838e-01 2.375220e-01 2.482201e-01 2.522589e-01 2.485359e-01
[41,] 1.832430e-01 2.001251e-01 2.138516e-01 2.224091e-01 2.241932e-01
[42,] 1.448942e-01 1.610397e-01 1.758836e-01 1.873966e-01 1.936315e-01
[43,] 1.099070e-01 1.237454e-01 1.378485e-01 1.504870e-01 1.596669e-01
[44,] 8.023273e-02 9.089588e-02 1.028355e-01 1.148506e-01 1.252257e-01
[45,] 5.659560e-02 6.398096e-02 7.302560e-02 8.311691e-02 9.304211e-02
[46,] 3.871773e-02 4.331460e-02 4.944604e-02 5.698599e-02 6.527503e-02
[47,] 2.573015e-02 2.831334e-02 3.202919e-02 3.704914e-02 4.316397e-02
[48,] 1.658032e-02 1.791665e-02 1.993234e-02 2.290887e-02 2.691074e-02
[49,] 1.030216e-02 1.097261e-02 1.196201e-02 1.353353e-02 1.585930e-02
[50,] 6.120433e-03 6.477635e-03 6.933401e-03 7.675852e-03 8.876048e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.415012e-08 9.174882e-09 3.246859e-09 1.069451e-09 3.276831e-10
 [2,] 1.193124e-07 4.775031e-08 1.780773e-08 6.182820e-09 1.997267e-09
 [3,] 5.361264e-07 2.259924e-07 8.880645e-08 3.249880e-08 1.106749e-08
 [4,] 2.191284e-06 9.726969e-07 4.027059e-07 1.553157e-07 5.575727e-08
 [5,] 8.147371e-06 3.807617e-06 1.660568e-06 6.749040e-07 2.553882e-07
 [6,] 2.755931e-05 1.355666e-05 6.226910e-06 2.666632e-06 1.063550e-06
 [7,] 8.482067e-05 4.390475e-05 2.123542e-05 9.580662e-06 4.027024e-06
 [8,] 2.375612e-04 1.293512e-04 6.586425e-05 3.130107e-05 1.386416e-05
 [9,] 6.055594e-04 3.467184e-04 1.858114e-04 9.299863e-05 4.340119e-05
[10,] 1.405153e-03 8.456404e-04 4.768331e-04 2.512892e-04 1.235452e-04
[11,] 2.968724e-03 1.876990e-03 1.113210e-03 6.175643e-04 3.198069e-04
[12,] 5.712258e-03 3.792129e-03 2.364599e-03 1.380503e-03 7.528556e-04
[13,] 1.001333e-02 6.974995e-03 4.570577e-03 2.807256e-03 1.611856e-03
[14,] 1.599792e-02 1.168326e-02 8.040752e-03 5.193602e-03 3.138819e-03
[15,] 2.330795e-02 1.782782e-02 1.287757e-02 8.743023e-03 5.559986e-03
[16,] 3.099090e-02 2.479450e-02 1.878080e-02 1.339502e-02 8.959858e-03
[17,] 3.764679e-02 3.145042e-02 2.495252e-02 1.868200e-02 1.313761e-02
[18,] 4.184809e-02 3.641915e-02 3.021935e-02 2.372744e-02 1.753112e-02
[19,] 4.266759e-02 3.855522e-02 3.338799e-02 2.745608e-02 2.129638e-02
[20,] 4.004274e-02 3.739551e-02 3.369584e-02 2.896679e-02 2.356049e-02
[21,] 3.477631e-02 3.334147e-02 3.112365e-02 2.789439e-02 2.375278e-02
[22,] 2.819092e-02 2.747458e-02 2.639447e-02 2.456195e-02 2.184348e-02
[23,] 2.166013e-02 2.112910e-02 2.066848e-02 1.983806e-02 1.835416e-02
[24,] 1.628272e-02 1.547755e-02 1.512248e-02 1.479116e-02 1.413800e-02
[25,] 1.283354e-02 1.133791e-02 1.064723e-02 1.034363e-02 1.006358e-02
[26,] 1.193159e-02 9.243316e-03 7.788499e-03 7.098917e-03 6.776456e-03
[27,] 1.424708e-02 9.655282e-03 6.894653e-03 5.385503e-03 4.639652e-03
[28,] 2.057755e-02 1.314434e-02 8.328094e-03 5.433795e-03 3.835778e-03
[29,] 3.172588e-02 2.041331e-02 1.259399e-02 7.551249e-03 4.532650e-03
[30,] 4.823827e-02 3.214487e-02 2.031245e-02 1.219292e-02 7.006733e-03
[31,] 7.013807e-02 4.875297e-02 3.205272e-02 1.989755e-02 1.166473e-02
[32,] 9.677629e-02 7.015451e-02 4.811067e-02 3.112665e-02 1.896297e-02
[33,] 1.268221e-01 9.563603e-02 6.831348e-02 4.607286e-02 2.926335e-02
[34,] 1.583252e-01 1.238105e-01 9.188691e-02 6.448618e-02 4.266853e-02
[35,] 1.887979e-01 1.526301e-01 1.173802e-01 8.553338e-02 5.885895e-02
[36,] 2.153776e-01 1.794876e-01 1.426706e-01 1.077107e-01 7.694898e-02
[37,] 2.351927e-01 2.015124e-01 1.651432e-01 1.288886e-01 9.541978e-02
[38,] 2.459351e-01 2.161155e-01 1.821364e-01 1.466021e-01 1.122404e-01
[39,] 2.464150e-01 2.216220e-01 1.915851e-01 1.586066e-01 1.252604e-01
[40,] 2.367949e-01 2.176686e-01 1.925718e-01 1.635036e-01 1.327943e-01
[41,] 2.183871e-01 2.051319e-01 1.854653e-01 1.610972e-01 1.341213e-01
[42,] 1.932125e-01 1.856810e-01 1.715764e-01 1.522610e-01 1.295998e-01
[43,] 1.636226e-01 1.612949e-01 1.526048e-01 1.384294e-01 1.203296e-01
[44,] 1.321117e-01 1.340233e-01 1.302614e-01 1.210910e-01 1.076184e-01
[45,] 1.011937e-01 1.059666e-01 1.062161e-01 1.015942e-01 9.262591e-02
[46,] 7.316100e-02 7.923191e-02 8.219263e-02 8.125075e-02 7.635207e-02
[47,] 4.971940e-02 5.569344e-02 5.992972e-02 6.146401e-02 5.982017e-02
[48,] 3.168355e-02 3.663072e-02 4.090917e-02 4.363943e-02 4.416490e-02
[49,] 1.892758e-02 2.247969e-02 2.601531e-02 2.888890e-02 3.048158e-02
[50,] 1.062328e-02 1.286351e-02 1.536603e-02 1.774423e-02 1.953987e-02
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 9.336381e-11 2.472989e-11 6.088483e-12 1.393115e-12 2.962249e-13
 [2,] 6.000249e-10 1.675934e-10 4.351233e-11 1.049966e-11 2.354537e-12
 [3,] 3.505697e-09 1.032512e-09 2.826904e-10 7.193717e-11 1.701281e-11
 [4,] 1.862086e-08 5.782830e-09 1.669584e-09 4.480477e-10 1.117469e-10
 [5,] 8.991875e-08 2.944394e-08 8.964076e-09 2.536811e-09 6.672413e-10
 [6,] 3.947602e-07 1.362909e-07 4.375288e-08 1.305714e-08 3.621772e-09
 [7,] 1.575641e-06 5.735337e-07 1.941401e-07 6.109511e-08 1.787111e-08
 [8,] 5.717824e-06 2.194210e-06 7.831337e-07 2.598760e-07 8.016342e-08
 [9,] 1.886536e-05 7.631890e-06 2.871926e-06 1.004918e-06 3.268869e-07
[10,] 5.659418e-05 2.413396e-05 9.574869e-06 3.532674e-06 1.211763e-06
[11,] 1.543710e-04 6.938694e-05 2.902162e-05 1.128989e-05 4.083572e-06
[12,] 3.828806e-04 1.813805e-04 7.997368e-05 3.280151e-05 1.251032e-05
[13,] 8.635431e-04 4.311024e-04 2.003632e-04 8.664073e-05 3.484226e-05
[14,] 1.771131e-03 9.316708e-04 4.563988e-04 2.080566e-04 8.821825e-05
[15,] 3.303627e-03 1.830859e-03 9.452329e-04 4.542343e-04 2.030628e-04
[16,] 5.604527e-03 3.271748e-03 1.779982e-03 9.016271e-04 4.249406e-04
[17,] 8.648426e-03 5.316974e-03 3.047840e-03 1.627175e-03 8.084621e-04
[18,] 1.214061e-02 7.858566e-03 4.745592e-03 2.670027e-03 1.398408e-03
[19,] 1.550686e-02 1.056479e-02 6.719514e-03 3.983716e-03 2.199186e-03
[20,] 1.802562e-02 1.292047e-02 8.653084e-03 5.404739e-03 3.144542e-03
[21,] 1.907617e-02 1.437743e-02 1.013536e-02 6.668130e-03 4.088258e-03
[22,] 1.838902e-02 1.456121e-02 1.079976e-02 7.481990e-03 4.833128e-03
[23,] 1.616136e-02 1.342862e-02 1.047142e-02 7.636142e-03 5.195905e-03
[24,] 1.297111e-02 1.128627e-02 9.242740e-03 7.090425e-03 5.080296e-03
[25,] 9.544156e-03 8.660834e-03 7.433376e-03 5.992386e-03 4.518613e-03
[26,] 6.510600e-03 6.099481e-03 5.459770e-03 4.614416e-03 3.657815e-03
[27,] 4.272765e-03 4.010916e-03 3.690580e-03 3.248440e-03 2.698798e-03
[28,] 3.023186e-03 2.616182e-03 2.361676e-03 2.116689e-03 1.824516e-03
[29,] 2.862804e-03 2.005262e-03 1.578096e-03 1.338710e-03 1.154171e-03
[30,] 3.931849e-03 2.242541e-03 1.378873e-03 9.564051e-04 7.396029e-04
[31,] 6.483089e-03 3.456452e-03 1.816528e-03 9.895102e-04 5.945869e-04
[32,] 1.087125e-02 5.874196e-03 3.010733e-03 1.488004e-03 7.347083e-04
[33,] 1.747150e-02 9.795351e-03 5.158743e-03 2.560059e-03 1.208131e-03
[34,] 2.655552e-02 1.551807e-02 8.504594e-03 4.369905e-03 2.107893e-03
[35,] 3.814551e-02 2.323223e-02 1.327502e-02 7.108279e-03 3.564615e-03
[36,] 5.185866e-02 3.288679e-02 1.958555e-02 1.093683e-02 5.719901e-03
[37,] 6.677715e-02 4.404762e-02 2.732105e-02 1.590517e-02 8.677821e-03
[38,] 8.143226e-02 5.580287e-02 3.601888e-02 2.184945e-02 1.243396e-02
[39,] 9.401102e-02 6.681415e-02 4.482442e-02 2.831124e-02 1.679779e-02
[40,] 1.028032e-01 7.558677e-02 5.260335e-02 3.454460e-02 2.135051e-02
[41,] 1.067234e-01 8.090449e-02 5.823260e-02 3.966525e-02 2.549169e-02
[42,] 1.056193e-01 8.222058e-02 6.096300e-02 4.291668e-02 2.859412e-02
[43,] 1.001695e-01 7.976793e-02 6.065324e-02 4.392701e-02 3.021285e-02
[44,] 9.145442e-02 7.431897e-02 5.772559e-02 4.280201e-02 3.023413e-02
[45,] 8.051323e-02 6.677502e-02 5.288055e-02 3.999457e-02 2.887028e-02
[46,] 6.817049e-02 5.787302e-02 4.677806e-02 3.604800e-02 2.650725e-02
[47,] 5.515049e-02 4.816505e-02 3.989385e-02 3.139392e-02 2.351585e-02
[48,] 4.225740e-02 3.818086e-02 3.259028e-02 2.631928e-02 2.015179e-02
[49,] 3.038966e-02 2.855243e-02 2.526377e-02 2.106682e-02 1.658322e-02
[50,] 2.035165e-02 1.996058e-02 1.839929e-02 1.593537e-02 1.297902e-02

> 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  
    35.8494       0.7616  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1mvl41194085325.ps tmp/1mvl41194085325.png")
> system("convert tmp/2ixkr1194085325.ps tmp/2ixkr1194085325.png")
> system("convert tmp/3aihw1194085325.ps tmp/3aihw1194085325.png")
> system("convert tmp/458wj1194085325.ps tmp/458wj1194085325.png")
> system("convert tmp/5pso11194085325.ps tmp/5pso11194085325.png")
> system("convert tmp/6dt1t1194085325.ps tmp/6dt1t1194085325.png")
> system("convert tmp/7v2v71194085325.ps tmp/7v2v71194085325.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.308   1.335   2.648