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

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

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

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

> z <- c(20.72,21.45,22.09,21.53,23.35,23.57,26.42,25.21,26.44,29.34,29.40,33.05,28.38,26.01,29.31,30.36,35.75,36.15,34.21,37.91,38.70,42.12,42.16,39.80,37.36,38.35,42.60,41.25,42.16,46.94,47.43,47.06,50.18,50.13,43.23,40.04,40.37,42.21,37.00,39.74,42.68,46.29,46.97,48.73,52.37,50.05,54.04,57.78,64.72,63.41,64.36,66.03,72.14,76.60,86.97,93.48,95.59,81.89,70.55,50.38,36.25)
> y <- c(127.96,127.47,126.47,125.75,125.42,125.14,125.15,125.51,125.63,126.22,126.88,127.96,128.74,129.6,131.2,132.72,134.67,135.94,136.39,136.74,137.2,137.36,138.63,141.07,143.32,147.91,152.56,151.61,156.56,157.45,158.13,159.18,159.47,159.79,161.65,162.77,163.48,166.16,163.86,162.12,149.08,145.32,141.21,134.68,133.65,139.17,138.61,144.96,157.99,167.18,174.48,182.77,190.00,189.70,188.90,198.28,201.18,204.14,221.02,221.12,220.68)
> x <- c(97.57,97.74,97.92,98.19,98.23,98.41,98.59,98.71,99.14,99.62,100.18,100.66,101.19,101.75,102.2,102.87,98.81,97.6,96.68,95.96,98.89,99.05,99.2,99.11,99.19,99.77,100.70,100.78,100.53,101.01,100.92,101.10,103.11,102.99,102.31,102.61,103.68,104.72,107.66,108.87,108.12,107.61,106.42,105.61,105.71,105.49,105.57,105.18,106.09,106.34,108.47,116.87,121.08,123.27,124.18,125.60,126.57,127.18,128.04,128.55,129.67)
> par7 = 'Olie'
> par6 = 'Gas'
> par5 = 'Elektriciteit'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

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


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/1pip21229604305.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/244qj1229604305.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/3ov3c1229604305.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/4cfvq1229604305.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/5ptmn1229604305.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  
   -114.396        2.529  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6pmd71229604305.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] 114.8013 117.1821 119.5628 121.9436 124.3244 126.7051 129.0859 131.4667
 [9] 133.8474 136.2282 138.6089 140.9897 143.3705 145.7512 148.1320 150.5128
[17] 152.8935 155.2743 157.6550 160.0358 162.4166 164.7973 167.1781 169.5589
[25] 171.9396 174.3204 176.7011 179.0819 181.4627 183.8434 186.2242 188.6050
[33] 190.9857 193.3665 195.7472 198.1280 200.5088 202.8895 205.2703 207.6511
[41] 210.0318 212.4126 214.7933 217.1741 219.5549 221.9356 224.3164 226.6972
[49] 229.0779 231.4587

$yords
 [1]  12.80385  14.65491  16.50598  18.35705  20.20812  22.05918  23.91025
 [8]  25.76132  27.61239  29.46345  31.31452  33.16559  35.01666  36.86772
[15]  38.71879  40.56986  42.42093  44.27199  46.12306  47.97413  49.82520
[22]  51.67626  53.52733  55.37840  57.22947  59.08053  60.93160  62.78267
[29]  64.63374  66.48480  68.33587  70.18694  72.03801  73.88907  75.74014
[36]  77.59121  79.44228  81.29334  83.14441  84.99548  86.84655  88.69761
[43]  90.54868  92.39975  94.25082  96.10188  97.95295  99.80402 101.65509
[50] 103.50615

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.980884e-02 2.948857e-02 3.740415e-02 4.101386e-02 3.907473e-02
 [2,] 2.243160e-02 3.781257e-02 5.361753e-02 6.530641e-02 6.920422e-02
 [3,] 2.055670e-02 3.968267e-02 6.342660e-02 8.603845e-02 1.010999e-01
 [4,] 1.510500e-02 3.379559e-02 6.158464e-02 9.373780e-02 1.222963e-01
 [5,] 8.819107e-03 2.313138e-02 4.866436e-02 8.404640e-02 1.225127e-01
 [6,] 4.057912e-03 1.260259e-02 3.098385e-02 6.150458e-02 1.012230e-01
 [7,] 1.461161e-03 5.418356e-03 1.573544e-02 3.636492e-02 6.844840e-02
 [8,] 4.093984e-04 1.824924e-03 6.316778e-03 1.719295e-02 3.751088e-02
 [9,] 8.900966e-05 4.790805e-04 1.990088e-03 6.440793e-03 1.649108e-02
[10,] 1.524767e-05 9.856563e-05 4.918092e-04 1.903069e-03 5.773091e-03
[11,] 2.413278e-06 1.734827e-05 9.990638e-05 4.541891e-04 1.626237e-03
[12,] 6.803981e-07 4.315884e-06 2.345549e-05 1.086781e-04 4.212685e-04
[13,] 3.858549e-07 2.428075e-06 1.219298e-05 5.031371e-05 1.755962e-04
[14,] 2.167068e-07 1.605127e-06 9.170031e-06 4.102448e-05 1.467704e-04
[15,] 9.607104e-08 8.660445e-07 5.960873e-06 3.161888e-05 1.310594e-04
[16,] 3.261523e-08 3.602804e-07 3.023075e-06 1.938880e-05 9.598382e-05
[17,] 8.438864e-09 1.145507e-07 1.177333e-06 9.200089e-06 5.503321e-05
[18,] 1.661519e-09 2.776060e-08 3.504586e-07 3.352083e-06 2.440370e-05
[19,] 2.487249e-10 5.120390e-09 7.954077e-08 9.340105e-07 8.315935e-06
[20,] 2.829440e-11 7.181753e-10 1.374328e-08 1.985095e-07 2.168555e-06
[21,] 2.445171e-12 7.655367e-11 1.805988e-09 3.212763e-08 4.315438e-07
[22,] 1.605143e-13 6.199504e-12 1.803818e-10 3.955296e-09 6.541591e-08
[23,] 8.288650e-15 3.817108e-13 1.368904e-11 3.701572e-10 7.544585e-09
[24,] 5.414738e-15 2.189719e-14 7.951451e-13 2.633090e-11 6.615472e-10
[25,] 9.843582e-14 5.602593e-14 8.872541e-14 1.508647e-12 4.420687e-11
[26,] 1.616601e-12 9.082844e-13 5.592026e-13 7.223875e-13 3.316982e-12
[27,] 2.072267e-11 1.362347e-11 7.469403e-12 5.295213e-12 7.475026e-12
[28,] 2.028923e-10 1.627221e-10 1.005360e-10 5.547277e-11 4.737727e-11
[29,] 1.510155e-09 1.491281e-09 1.114056e-09 6.523039e-10 3.783293e-10
[30,] 8.536494e-09 1.039996e-08 9.547734e-09 6.656199e-09 3.745767e-09
[31,] 3.663948e-08 5.509303e-08 6.237380e-08 5.325680e-08 3.476176e-08
[32,] 1.194015e-07 2.216106e-07 3.096376e-07 3.257987e-07 2.589004e-07
[33,] 2.954320e-07 6.768302e-07 1.167262e-06 1.515499e-06 1.482198e-06
[34,] 5.549987e-07 1.569486e-06 3.341071e-06 5.354074e-06 6.459649e-06
[35,] 7.916129e-07 2.763260e-06 7.260941e-06 1.436244e-05 2.138649e-05
[36,] 8.572749e-07 3.693794e-06 1.198084e-05 2.925263e-05 5.376600e-05
[37,] 7.048775e-07 3.748951e-06 1.500956e-05 4.523650e-05 1.026296e-04
[38,] 4.400414e-07 2.888905e-06 1.427694e-05 5.311285e-05 1.487395e-04
[39,] 2.085737e-07 1.690219e-06 1.031070e-05 4.734745e-05 1.636692e-04
[40,] 7.506063e-08 7.508259e-07 5.653640e-06 3.204645e-05 1.367394e-04
[41,] 2.050931e-08 2.532338e-07 2.353716e-06 1.646833e-05 8.673753e-05
[42,] 4.254770e-09 6.484707e-08 7.439888e-07 6.425480e-06 4.177405e-05
[43,] 6.701740e-10 1.260798e-08 1.785522e-07 1.903478e-06 1.527540e-05
[44,] 8.014666e-11 1.861174e-09 3.253495e-08 4.281309e-07 4.240965e-06
[45,] 7.277287e-12 2.086002e-10 4.501129e-09 7.311248e-08 8.939706e-07
[46,] 5.016952e-13 1.775124e-11 4.728018e-10 9.479661e-09 1.430764e-07
[47,] 2.626012e-14 1.146910e-12 3.770710e-11 9.332122e-10 1.738598e-08
[48,] 1.043613e-15 5.626208e-14 2.283249e-12 6.975160e-11 1.604045e-09
[49,] 3.148976e-17 2.095507e-15 1.049712e-13 3.958355e-12 1.123623e-10
[50,] 7.214146e-19 5.925818e-17 3.664147e-15 1.705537e-13 5.976002e-12
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.228440e-02 2.304935e-02 1.418689e-02 7.513927e-03 3.424933e-03
 [2,] 6.398727e-02 5.147686e-02 3.592397e-02 2.171638e-02 1.136283e-02
 [3,] 1.039981e-01 9.373058e-02 7.379391e-02 5.066185e-02 3.032530e-02
 [4,] 1.394228e-01 1.399933e-01 1.237209e-01 9.602686e-02 6.545923e-02
 [5,] 1.547745e-01 1.724071e-01 1.702114e-01 1.487489e-01 1.150079e-01
 [6,] 1.423713e-01 1.756995e-01 1.929939e-01 1.891933e-01 1.653785e-01
 [7,] 1.081807e-01 1.483332e-01 1.809041e-01 1.983039e-01 1.954944e-01
 [8,] 6.745469e-02 1.035544e-01 1.404275e-01 1.718343e-01 1.907405e-01
 [9,] 3.421277e-02 5.950760e-02 9.031100e-02 1.235587e-01 1.544668e-01
[10,] 1.399868e-02 2.798705e-02 4.811164e-02 7.415569e-02 1.048941e-01
[11,] 4.634297e-03 1.077893e-02 2.131356e-02 3.756360e-02 6.087211e-02
[12,] 1.347719e-03 3.579855e-03 8.139831e-03 1.658603e-02 3.128023e-02
[13,] 5.288835e-04 1.394409e-03 3.297190e-03 7.286290e-03 1.548990e-02
[14,] 4.307330e-04 1.066644e-03 2.310380e-03 4.637734e-03 9.282181e-03
[15,] 4.324486e-04 1.160910e-03 2.596170e-03 4.990527e-03 8.729004e-03
[16,] 3.720198e-04 1.149797e-03 2.891560e-03 6.034953e-03 1.070501e-02
[17,] 2.546622e-04 9.253257e-04 2.689413e-03 6.372613e-03 1.251525e-02
[18,] 1.362340e-04 5.898333e-04 2.011886e-03 5.508151e-03 1.232149e-02
[19,] 5.642509e-05 2.941529e-04 1.192677e-03 3.823490e-03 9.873395e-03
[20,] 1.797764e-05 1.137406e-04 5.541189e-04 2.106234e-03 6.354179e-03
[21,] 4.386592e-06 3.387187e-05 1.999334e-04 9.110202e-04 3.250110e-03
[22,] 8.172316e-07 7.731533e-06 5.562967e-05 3.065515e-04 1.307786e-03
[23,] 1.160171e-07 1.348259e-06 1.187524e-05 7.965766e-05 4.101302e-04
[24,] 1.253419e-08 1.792324e-07 1.937990e-06 1.589741e-05 9.947639e-05
[25,] 1.029831e-09 1.813755e-08 2.412115e-07 2.427334e-06 1.855265e-05
[26,] 6.579627e-11 1.397493e-09 2.286245e-08 2.828156e-07 2.649556e-06
[27,] 1.494735e-11 9.715307e-11 1.663522e-09 2.511228e-08 2.889260e-07
[28,] 7.368057e-11 1.176017e-10 2.288941e-10 1.822548e-09 2.409771e-08
[29,] 3.962194e-10 6.487223e-10 9.565782e-10 1.166129e-09 2.441187e-09
[30,] 2.409240e-09 3.046112e-09 5.029015e-09 6.948770e-09 7.392376e-09
[31,] 1.923261e-08 1.447219e-08 2.116711e-08 3.415022e-08 4.412141e-08
[32,] 1.591213e-07 8.957647e-08 8.188889e-08 1.311671e-07 2.026166e-07
[33,] 1.097592e-06 6.413938e-07 3.850261e-07 4.311667e-07 7.180956e-07
[34,] 5.873942e-06 4.062250e-06 2.293812e-06 1.551186e-06 2.076570e-06
[35,] 2.397871e-05 2.028244e-05 1.314991e-05 7.361728e-06 5.900137e-06
[36,] 7.439382e-05 7.752255e-05 6.104578e-05 3.735087e-05 2.153291e-05
[37,] 1.752767e-04 2.253617e-04 2.182994e-04 1.602683e-04 9.358831e-05
[38,] 3.135574e-04 4.975983e-04 5.945354e-04 5.355083e-04 3.674881e-04
[39,] 4.258927e-04 8.342531e-04 1.230194e-03 1.365979e-03 1.144689e-03
[40,] 4.392083e-04 1.061965e-03 1.932926e-03 2.648566e-03 2.733401e-03
[41,] 3.438962e-04 1.026385e-03 2.305982e-03 3.900049e-03 4.965879e-03
[42,] 2.044422e-04 7.531768e-04 2.088746e-03 4.360519e-03 6.852728e-03
[43,] 9.227841e-05 4.196334e-04 1.436489e-03 3.701666e-03 7.180536e-03
[44,] 3.162394e-05 1.775128e-04 7.500762e-04 2.385853e-03 5.712746e-03
[45,] 8.228451e-06 5.701319e-05 2.973684e-04 1.167553e-03 3.450810e-03
[46,] 1.625573e-06 1.390297e-05 8.950978e-05 4.338064e-04 1.582646e-03
[47,] 2.438268e-07 2.574103e-06 2.045656e-05 1.223775e-04 5.511034e-04
[48,] 2.776786e-08 3.618517e-07 3.549612e-06 2.621160e-05 1.457030e-04
[49,] 2.400989e-09 3.862086e-08 4.676444e-07 4.262575e-06 2.924763e-05
[50,] 1.576245e-10 3.129675e-09 4.677746e-08 5.263038e-07 4.457577e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.385145e-03 6.043017e-04 4.420857e-04 5.071886e-04 5.949572e-04
 [2,] 5.187343e-03 2.224113e-03 1.210441e-03 1.138924e-03 1.371397e-03
 [3,] 1.586303e-02 7.433762e-03 3.582012e-03 2.509795e-03 2.747666e-03
 [4,] 3.925884e-02 2.089692e-02 1.040595e-02 5.931996e-03 5.151220e-03
 [5,] 7.882277e-02 4.809513e-02 2.663540e-02 1.460324e-02 9.989442e-03
 [6,] 1.290730e-01 9.023168e-02 5.692735e-02 3.349633e-02 2.064034e-02
 [7,] 1.732937e-01 1.384103e-01 9.993731e-02 6.598470e-02 4.174152e-02
 [8,] 1.917522e-01 1.745250e-01 1.439765e-01 1.080108e-01 7.491870e-02
 [9,] 1.761231e-01 1.823762e-01 1.712990e-01 1.460051e-01 1.135257e-01
[10,] 1.360827e-01 1.603653e-01 1.707980e-01 1.644310e-01 1.435259e-01
[11,] 9.069423e-02 1.221419e-01 1.470314e-01 1.583084e-01 1.534976e-01
[12,] 5.431345e-02 8.438548e-02 1.149033e-01 1.369848e-01 1.448454e-01
[13,] 3.105791e-02 5.579555e-02 8.634935e-02 1.138809e-01 1.295655e-01
[14,] 1.896659e-02 3.718432e-02 6.451168e-02 9.478383e-02 1.171338e-01
[15,] 1.514560e-02 2.736993e-02 4.878922e-02 7.822737e-02 1.067620e-01
[16,] 1.688688e-02 2.567540e-02 4.034505e-02 6.398806e-02 9.382284e-02
[17,] 2.073446e-02 3.001648e-02 4.077254e-02 5.635652e-02 7.986511e-02
[18,] 2.282630e-02 3.547116e-02 4.753892e-02 5.855154e-02 7.232912e-02
[19,] 2.087516e-02 3.652064e-02 5.333683e-02 6.651321e-02 7.507012e-02
[20,] 1.549609e-02 3.099661e-02 5.124529e-02 7.041505e-02 8.196756e-02
[21,] 9.239988e-03 2.130854e-02 4.036000e-02 6.308280e-02 8.160217e-02
[22,] 4.384884e-03 1.176554e-02 2.569113e-02 4.611203e-02 6.815436e-02
[23,] 1.640048e-03 5.175997e-03 1.312915e-02 2.718045e-02 4.625801e-02
[24,] 4.789898e-04 1.797880e-03 5.350082e-03 1.285102e-02 2.525420e-02
[25,] 1.083749e-04 4.885901e-04 1.724145e-03 4.846861e-03 1.104420e-02
[26,] 1.887953e-05 1.030470e-04 4.355655e-04 1.447689e-03 3.852499e-03
[27,] 2.520947e-06 1.675795e-05 8.555831e-05 3.396132e-04 1.065375e-03
[28,] 2.572526e-07 2.091263e-06 1.297984e-05 6.207029e-05 2.318097e-04
[29,] 2.060281e-08 1.998580e-07 1.513074e-06 8.777157e-06 3.937614e-05
[30,] 7.001028e-09 1.800952e-08 1.365626e-07 9.555448e-07 5.185083e-06
[31,] 4.329034e-08 3.273227e-08 2.694605e-08 8.707657e-08 5.286733e-07
[32,] 2.441534e-07 2.224650e-07 1.531018e-07 8.393355e-08 7.183212e-08
[33,] 1.048832e-06 1.176874e-06 9.965324e-07 6.356329e-07 3.076038e-07
[34,] 3.452709e-06 4.732970e-06 4.940730e-06 3.887900e-06 2.303660e-06
[35,] 9.001588e-06 1.452793e-05 1.861053e-05 1.806425e-05 1.320950e-05
[36,] 2.108588e-05 3.469138e-05 5.338280e-05 6.374799e-05 5.751777e-05
[37,] 5.840624e-05 6.979723e-05 1.178864e-04 1.710913e-04 1.901927e-04
[38,] 2.086361e-04 1.489561e-04 2.103126e-04 3.514011e-04 4.779503e-04
[39,] 7.375476e-04 4.190592e-04 3.586140e-04 5.681592e-04 9.160085e-04
[40,] 2.133164e-03 1.300469e-03 7.708645e-04 8.085047e-04 1.360910e-03
[41,] 4.764315e-03 3.468509e-03 2.026920e-03 1.320965e-03 1.680128e-03
[42,] 8.108473e-03 7.234587e-03 4.928127e-03 2.819513e-03 2.133337e-03
[43,] 1.048570e-02 1.153071e-02 9.573741e-03 6.134010e-03 3.548911e-03
[44,] 1.029704e-02 1.397254e-02 1.428158e-02 1.104710e-02 6.717306e-03
[45,] 7.677659e-03 1.285896e-02 1.621450e-02 1.540821e-02 1.112610e-02
[46,] 4.346449e-03 8.985640e-03 1.398422e-02 1.638675e-02 1.448357e-02
[47,] 1.868217e-03 4.767427e-03 9.158110e-03 1.324378e-02 1.442325e-02
[48,] 6.096863e-04 1.920465e-03 4.553755e-03 8.128300e-03 1.092272e-02
[49,] 1.510679e-04 5.873753e-04 1.719182e-03 3.787839e-03 6.282488e-03
[50,] 2.841999e-05 1.363990e-04 4.927888e-04 1.340211e-03 2.743783e-03
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 6.062935e-04 5.118566e-04 3.474196e-04 1.851004e-04 7.611892e-05
 [2,] 1.548058e-03 1.491732e-03 1.183191e-03 7.509020e-04 3.728079e-04
 [3,] 3.294499e-03 3.543963e-03 3.221825e-03 2.397190e-03 1.420658e-03
 [4,] 6.017090e-03 6.999215e-03 7.141894e-03 6.114704e-03 4.261301e-03
 [5,] 9.981586e-03 1.178492e-02 1.313939e-02 1.268649e-02 1.021329e-02
 [6,] 1.648326e-02 1.770208e-02 2.052932e-02 2.182022e-02 1.990534e-02
 [7,] 2.882595e-02 2.566113e-02 2.828879e-02 3.178463e-02 3.213447e-02
 [8,] 5.091412e-02 3.863228e-02 3.673956e-02 4.049517e-02 4.382747e-02
 [9,] 8.237376e-02 5.954466e-02 4.843083e-02 4.772956e-02 5.191049e-02
[10,] 1.147006e-01 8.630144e-02 6.545988e-02 5.584293e-02 5.598683e-02
[11,] 1.352831e-01 1.099422e-01 8.489298e-02 6.665487e-02 5.870399e-02
[12,] 1.382423e-01 1.210975e-01 9.894496e-02 7.754873e-02 6.229369e-02
[13,] 1.304482e-01 1.196786e-01 1.024568e-01 8.307015e-02 6.531896e-02
[14,] 1.238896e-01 1.159406e-01 9.996759e-02 8.199888e-02 6.488709e-02
[15,] 1.223421e-01 1.193230e-01 1.024935e-01 8.140964e-02 6.247107e-02
[16,] 1.189761e-01 1.272135e-01 1.151517e-01 9.073546e-02 6.548225e-02
[17,] 1.076860e-01 1.281171e-01 1.294206e-01 1.101145e-01 8.027780e-02
[18,] 9.270332e-02 1.161961e-01 1.311691e-01 1.266343e-01 1.024941e-01
[19,] 8.408644e-02 9.882402e-02 1.165033e-01 1.259728e-01 1.171299e-01
[20,] 8.542433e-02 8.783101e-02 9.592554e-02 1.075105e-01 1.120962e-01
[21,] 8.885420e-02 8.598731e-02 8.198669e-02 8.422304e-02 9.056009e-02
[22,] 8.301723e-02 8.466973e-02 7.640766e-02 6.814188e-02 6.655622e-02
[23,] 6.465431e-02 7.415525e-02 7.090047e-02 5.986197e-02 5.031608e-02
[24,] 4.077066e-02 5.387793e-02 5.817190e-02 5.216598e-02 4.133017e-02
[25,] 2.062399e-02 3.159051e-02 3.945494e-02 4.008426e-02 3.372881e-02
[26,] 8.341825e-03 1.481551e-02 2.152982e-02 2.539846e-02 2.426804e-02
[27,] 2.689618e-03 5.543076e-03 9.368549e-03 1.291160e-02 1.437617e-02
[28,] 6.879351e-04 1.651239e-03 3.243473e-03 5.217849e-03 6.815624e-03
[29,] 1.386609e-04 3.902545e-04 8.924925e-04 1.672612e-03 2.560687e-03
[30,] 2.186326e-05 7.277456e-05 1.947492e-04 4.251590e-04 7.606566e-04
[31,] 2.679019e-06 1.063932e-05 3.356546e-05 8.562340e-05 1.787038e-04
[32,] 2.635094e-07 1.218517e-06 4.563614e-06 1.367982e-05 3.332330e-05
[33,] 1.302116e-07 1.463146e-07 5.300202e-07 1.856896e-06 5.263989e-06
[34,] 1.029830e-06 3.634005e-07 1.899066e-07 4.521890e-07 1.422745e-06
[35,] 7.273036e-06 3.023790e-06 1.010904e-06 5.907377e-07 1.496704e-06
[36,] 3.908387e-05 1.999896e-05 7.754377e-06 2.592314e-06 2.240203e-06
[37,] 1.594889e-04 1.007050e-04 4.789966e-05 1.740178e-05 6.265170e-06
[38,] 4.942010e-04 3.851241e-04 2.259695e-04 9.995463e-05 3.436309e-05
[39,] 1.163310e-03 1.118345e-03 8.098619e-04 4.415766e-04 1.818337e-04
[40,] 2.084354e-03 2.466436e-03 2.203939e-03 1.483068e-03 7.515280e-04
[41,] 2.869330e-03 4.135899e-03 4.554606e-03 3.782402e-03 2.365119e-03
[42,] 3.163486e-03 5.301236e-03 7.152181e-03 7.325001e-03 5.652974e-03
[43,] 3.248697e-03 5.321343e-03 8.559843e-03 1.077537e-02 1.025943e-02
[44,] 4.111331e-03 4.614500e-03 7.917521e-03 1.206083e-02 1.414062e-02
[45,] 6.517437e-03 4.455228e-03 6.011675e-03 1.035375e-02 1.481588e-02
[46,] 9.797403e-03 5.663183e-03 4.556447e-03 7.065224e-03 1.185391e-02
[47,] 1.186613e-02 7.565455e-03 4.473157e-03 4.384963e-03 7.394197e-03
[48,] 1.105728e-02 8.478894e-03 5.148317e-03 3.267861e-03 3.918710e-03
[49,] 7.845175e-03 7.384312e-03 5.290143e-03 3.112156e-03 2.241026e-03
[50,] 4.228663e-03 4.907271e-03 4.296909e-03 2.887783e-03 1.691256e-03
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 2.390753e-05 5.699881e-06 1.027974e-06 1.399732e-07 1.437416e-08
 [2,] 1.425700e-04 4.159673e-05 9.208019e-06 1.541650e-06 1.948719e-07
 [3,] 6.565870e-04 2.333198e-04 6.319898e-05 1.298341e-05 2.017194e-06
 [4,] 2.355018e-03 1.012085e-03 3.338982e-04 8.390731e-05 1.598848e-05
 [5,] 6.655778e-03 3.425178e-03 1.367099e-03 4.183169e-04 9.744619e-05
 [6,] 1.504441e-02 9.152411e-03 4.378953e-03 1.621044e-03 4.595277e-04
 [7,] 2.766587e-02 1.959907e-02 1.111069e-02 4.933848e-03 1.691442e-03
 [8,] 4.212163e-02 3.419351e-02 2.266760e-02 1.195182e-02 4.916845e-03
 [9,] 5.404199e-02 4.938750e-02 3.777143e-02 2.339216e-02 1.144916e-02
[10,] 5.979038e-02 5.994507e-02 5.212931e-02 3.753023e-02 2.167747e-02
[11,] 5.935439e-02 6.228015e-02 6.029038e-02 4.992683e-02 3.380442e-02
[12,] 5.615247e-02 5.722752e-02 5.925307e-02 5.554294e-02 4.380502e-02
[13,] 5.325423e-02 4.914151e-02 5.082500e-02 5.223652e-02 4.749149e-02
[14,] 5.060713e-02 4.185825e-02 4.001053e-02 4.251814e-02 4.357500e-02
[15,] 4.728673e-02 3.632095e-02 3.092296e-02 3.140364e-02 3.471353e-02
[16,] 4.590369e-02 3.265097e-02 2.490354e-02 2.267920e-02 2.519853e-02
[17,] 5.255715e-02 3.333289e-02 2.237338e-02 1.767916e-02 1.809544e-02
[18,] 7.006741e-02 4.231577e-02 2.498568e-02 1.678701e-02 1.469817e-02
[19,] 9.098687e-02 5.933904e-02 3.443959e-02 2.061989e-02 1.534546e-02
[20,] 1.008386e-01 7.582295e-02 4.844706e-02 2.901389e-02 1.969828e-02
[21,] 9.148647e-02 8.001797e-02 5.917386e-02 3.886369e-02 2.632001e-02
[22,] 6.921662e-02 6.816423e-02 5.871892e-02 4.430301e-02 3.225650e-02
[23,] 4.722901e-02 4.801093e-02 4.680755e-02 4.113362e-02 3.393877e-02
[24,] 3.301699e-02 3.024499e-02 3.077412e-02 3.098915e-02 2.986488e-02
[25,] 2.517488e-02 1.940382e-02 1.799059e-02 1.950379e-02 2.211512e-02
[26,] 1.918236e-02 1.362231e-02 1.057858e-02 1.096031e-02 1.424195e-02
[27,] 1.291692e-02 9.638672e-03 6.748755e-03 6.024805e-03 8.315263e-03
[28,] 7.157539e-03 6.058919e-03 4.363277e-03 3.415619e-03 4.500873e-03
[29,] 3.167529e-03 3.138207e-03 2.531564e-03 1.922570e-03 2.248176e-03
[30,] 1.107601e-03 1.296749e-03 1.218192e-03 9.860486e-04 1.023022e-03
[31,] 3.052337e-04 4.223974e-04 4.688140e-04 4.288414e-04 4.186803e-04
[32,] 6.650480e-05 1.083175e-04 1.423625e-04 1.515750e-04 1.507195e-04
[33,] 1.213106e-05 2.285356e-05 3.502696e-05 4.347511e-05 4.668215e-05
[34,] 3.597249e-06 7.162235e-06 1.136050e-05 1.453860e-05 1.554738e-05
[35,] 4.338441e-06 9.731937e-06 1.654439e-05 2.136625e-05 2.111817e-05
[36,] 6.494902e-06 1.768114e-05 3.665458e-05 5.725479e-05 6.737314e-05
[37,] 8.396890e-06 2.550850e-05 6.492922e-05 1.250513e-04 1.813478e-04
[38,] 1.490584e-05 2.926808e-05 8.773144e-05 2.081066e-04 3.724626e-04
[39,] 6.041022e-05 3.599236e-05 9.186141e-05 2.632350e-04 5.809740e-04
[40,] 2.887418e-04 9.670203e-05 8.739752e-05 2.551509e-04 6.883394e-04
[41,] 1.114099e-03 4.013643e-04 1.462998e-04 2.048789e-04 6.217940e-04
[42,] 3.284670e-03 1.439020e-03 4.913680e-04 2.188467e-04 4.441766e-04
[43,] 7.357427e-03 3.972734e-03 1.620514e-03 5.365202e-04 3.326229e-04
[44,] 1.251375e-02 8.339014e-03 4.184795e-03 1.593288e-03 5.351947e-04
[45,] 1.616221e-02 1.329214e-02 8.230863e-03 3.839789e-03 1.371923e-03
[46,] 1.585983e-02 1.608805e-02 1.229542e-02 7.074955e-03 3.069913e-03
[47,] 1.185470e-02 1.478994e-02 1.394636e-02 9.904459e-03 5.296185e-03
[48,] 6.830467e-03 1.034217e-02 1.201327e-02 1.052848e-02 6.947972e-03
[49,] 3.196279e-03 5.538402e-03 7.864969e-03 8.498518e-03 6.921696e-03
[50,] 1.451056e-03 2.342258e-03 3.928611e-03 5.211478e-03 5.235885e-03
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 1.112564e-09 6.487989e-11 2.849961e-12 9.428544e-14 2.349001e-15
 [2,] 1.857880e-08 1.335155e-09 7.229924e-11 2.949309e-12 9.061970e-14
 [3,] 2.366345e-07 2.093946e-08 1.396882e-09 7.022632e-11 2.659992e-12
 [4,] 2.304121e-06 2.507467e-07 2.058742e-08 1.274550e-09 5.947527e-11
 [5,] 1.721100e-05 2.299291e-06 2.320128e-07 1.766756e-08 1.014703e-09
 [6,] 9.913361e-05 1.621549e-05 2.006745e-06 1.876393e-07 1.324496e-08
 [7,] 4.436105e-04 8.852038e-05 1.339559e-05 1.534231e-06 1.328245e-07
 [8,] 1.558325e-03 3.775212e-04 6.957955e-05 9.728122e-06 1.029907e-06
 [9,] 4.354898e-03 1.273552e-03 2.844695e-04 4.833982e-05 6.233802e-06
[10,] 9.829718e-03 3.450000e-03 9.290325e-04 1.909322e-04 2.985184e-05
[11,] 1.818054e-02 7.623722e-03 2.464189e-03 6.097613e-04 1.150479e-04
[12,] 2.785679e-02 1.392670e-02 5.391532e-03 1.602141e-03 3.636142e-04
[13,] 3.562591e-02 2.123474e-02 9.850112e-03 3.515083e-03 9.589106e-04
[14,] 3.836515e-02 2.727694e-02 1.518864e-02 6.521299e-03 2.141447e-03
[15,] 3.541526e-02 2.999607e-02 2.008192e-02 1.039511e-02 4.117015e-03
[16,] 2.893256e-02 2.900131e-02 2.334193e-02 1.458358e-02 6.974655e-03
[17,] 2.194522e-02 2.542753e-02 2.445933e-02 1.843511e-02 1.065513e-02
[18,] 1.679393e-02 2.091909e-02 2.336360e-02 2.106638e-02 1.470493e-02
[19,] 1.496819e-02 1.742723e-02 2.064994e-02 2.143992e-02 1.786464e-02
[20,] 1.684442e-02 1.686859e-02 1.830383e-02 1.969241e-02 1.866425e-02
[21,] 2.130041e-02 1.963302e-02 1.865220e-02 1.806326e-02 1.730213e-02
[22,] 2.621844e-02 2.401505e-02 2.194905e-02 1.898636e-02 1.616048e-02
[23,] 2.933166e-02 2.772585e-02 2.616635e-02 2.244227e-02 1.737507e-02
[24,] 2.899483e-02 2.933065e-02 2.925670e-02 2.642548e-02 2.067015e-02
[25,] 2.517882e-02 2.843135e-02 3.052503e-02 2.942594e-02 2.442895e-02
[26,] 1.949980e-02 2.547418e-02 3.016169e-02 3.129122e-02 2.781953e-02
[27,] 1.370232e-02 2.120565e-02 2.841050e-02 3.227313e-02 3.098149e-02
[28,] 8.653381e-03 1.606210e-02 2.500269e-02 3.195676e-02 3.380010e-02
[29,] 4.733359e-03 1.054929e-02 1.954629e-02 2.903904e-02 3.490452e-02
[30,] 2.162515e-03 5.713805e-03 1.281205e-02 2.275772e-02 3.212065e-02
[31,] 8.131942e-04 2.467978e-03 6.744908e-03 1.459678e-02 2.482138e-02
[32,] 2.543368e-04 8.374626e-04 2.783329e-03 7.417361e-03 1.545556e-02
[33,] 6.817935e-05 2.233872e-04 8.906574e-04 2.938281e-03 7.583714e-03
[34,] 1.811768e-05 4.843254e-05 2.208839e-04 9.024186e-04 2.907234e-03
[35,] 1.666377e-05 1.550220e-05 4.541881e-05 2.160418e-04 8.715446e-04
[36,] 5.980265e-05 4.065855e-05 2.620281e-05 4.757385e-05 2.079053e-04
[37,] 1.979851e-04 1.627802e-04 1.013773e-04 5.276710e-05 5.523815e-05
[38,] 5.018663e-04 5.090527e-04 3.887459e-04 2.240993e-04 1.026002e-04
[39,] 9.662386e-04 1.209748e-03 1.140172e-03 8.089864e-04 4.327679e-04
[40,] 1.412478e-03 2.182866e-03 2.539475e-03 2.223949e-03 1.466185e-03
[41,] 1.568005e-03 2.990541e-03 4.294439e-03 4.642261e-03 3.777601e-03
[42,] 1.324088e-03 3.110968e-03 5.513874e-03 7.357357e-03 7.390115e-03
[43,] 8.649090e-04 2.459213e-03 5.375392e-03 8.853218e-03 1.097674e-02
[44,] 5.066640e-04 1.488535e-03 3.980300e-03 8.088618e-03 1.237890e-02
[45,] 5.070088e-04 7.413322e-04 2.246308e-03 5.611882e-03 1.059939e-02
[46,] 1.041427e-03 4.770065e-04 9.992225e-04 2.961275e-03 6.891269e-03
[47,] 2.140096e-03 7.064639e-04 4.562642e-04 1.206897e-03 3.404411e-03
[48,] 3.452980e-03 1.302855e-03 4.393570e-04 4.357436e-04 1.286897e-03
[49,] 4.244510e-03 1.961027e-03 6.949772e-04 2.607707e-04 3.977399e-04
[50,] 3.962775e-03 2.258113e-03 9.704682e-04 3.271655e-04 1.543518e-04
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 4.406759e-17 6.224846e-19 6.620533e-21 5.301420e-23 3.196104e-25
 [2,] 2.096953e-15 3.654108e-17 4.794825e-19 4.737350e-21 3.524174e-23
 [3,] 7.589663e-14 1.631063e-15 2.639872e-17 3.217510e-19 2.952980e-21
 [4,] 2.091336e-12 5.540326e-14 1.105622e-15 1.661818e-17 1.881177e-19
 [5,] 4.393644e-11 1.433866e-12 3.526105e-14 6.532897e-16 9.117693e-18
 [6,] 7.053667e-10 2.832905e-11 8.577535e-13 1.957459e-14 3.366190e-16
 [7,] 8.684611e-09 4.285898e-10 1.595704e-11 4.480433e-13 9.484656e-15
 [8,] 8.246399e-08 4.989518e-09 2.279832e-10 7.862744e-12 2.045958e-13
 [9,] 6.090871e-07 4.503986e-08 2.518500e-09 1.064196e-10 3.396249e-12
[10,] 3.543439e-06 3.188935e-07 2.173681e-08 1.121305e-09 4.374616e-11
[11,] 1.651127e-05 1.799686e-06 1.488200e-07 9.328392e-09 4.429204e-10
[12,] 6.284981e-05 8.260011e-06 8.245747e-07 6.247949e-08 3.591264e-09
[13,] 1.992924e-04 3.149917e-05 3.782693e-06 3.449657e-07 2.388268e-08
[14,] 5.355567e-04 1.017920e-04 1.468967e-05 1.608941e-06 1.337413e-07
[15,] 1.241120e-03 2.840658e-04 4.930557e-05 6.487342e-06 6.470389e-07
[16,] 2.537435e-03 7.001743e-04 1.463425e-04 2.315562e-05 2.773510e-06
[17,] 4.683171e-03 1.559781e-03 3.930683e-04 7.490004e-05 1.079028e-05
[18,] 7.823320e-03 3.153796e-03 9.611955e-04 2.212855e-04 3.847176e-05
[19,] 1.149474e-02 5.626866e-03 2.084008e-03 5.828204e-04 1.229981e-04
[20,] 1.429075e-02 8.473314e-03 3.824766e-03 1.306126e-03 3.367450e-04
[21,] 1.485743e-02 1.043774e-02 5.711531e-03 2.385419e-03 7.550629e-04
[22,] 1.367279e-02 1.060171e-02 6.838762e-03 3.468190e-03 1.351565e-03
[23,] 1.294038e-02 9.642936e-03 6.759279e-03 4.038265e-03 1.935238e-03
[24,] 1.423654e-02 9.296194e-03 6.148896e-03 3.986564e-03 2.316270e-03
[25,] 1.721711e-02 1.057404e-02 6.171289e-03 3.830030e-03 2.567710e-03
[26,] 2.092187e-02 1.331078e-02 7.452763e-03 4.223002e-03 2.974795e-03
[27,] 2.515239e-02 1.728176e-02 1.017451e-02 5.598544e-03 3.770325e-03
[28,] 3.002719e-02 2.269711e-02 1.472927e-02 8.507756e-03 5.279202e-03
[29,] 3.470181e-02 2.928436e-02 2.138897e-02 1.371751e-02 8.332254e-03
[30,] 3.678212e-02 3.524258e-02 2.916177e-02 2.122209e-02 1.383012e-02
[31,] 3.367140e-02 3.744217e-02 3.535710e-02 2.920646e-02 2.132920e-02
[32,] 2.539333e-02 3.355559e-02 3.675733e-02 3.453975e-02 2.844601e-02
[33,] 1.533326e-02 2.459445e-02 3.197148e-02 3.468473e-02 3.230115e-02
[34,] 7.321134e-03 1.450931e-02 2.292449e-02 2.945016e-02 3.152096e-02
[35,] 2.762230e-03 6.868306e-03 1.348262e-02 2.111011e-02 2.675280e-02
[36,] 8.305269e-04 2.625624e-03 6.522641e-03 1.276638e-02 1.979132e-02
[37,] 2.056976e-04 8.202967e-04 2.609742e-03 6.492101e-03 1.260633e-02
[38,] 7.145986e-05 2.183428e-04 8.656206e-04 2.748925e-03 6.752464e-03
[39,] 1.802298e-04 9.715443e-05 2.469926e-04 9.549446e-04 2.959926e-03
[40,] 7.284425e-04 2.794898e-04 1.281251e-04 2.814174e-04 1.038669e-03
[41,] 2.314097e-03 1.068090e-03 3.794184e-04 1.550161e-04 3.034738e-04
[42,] 5.587836e-03 3.180630e-03 1.363980e-03 4.494843e-04 1.671974e-04
[43,] 1.024492e-02 7.197924e-03 3.806991e-03 1.516928e-03 4.641107e-04
[44,] 1.426136e-02 1.236808e-02 8.074336e-03 3.968140e-03 1.469151e-03
[45,] 1.507299e-02 1.613557e-02 1.300265e-02 7.887554e-03 3.601873e-03
[46,] 1.209556e-02 1.598280e-02 1.589805e-02 1.190412e-02 6.709867e-03
[47,] 7.369766e-03 1.202010e-02 1.475850e-02 1.364078e-02 9.490714e-03
[48,] 3.410517e-03 6.863676e-03 1.040225e-02 1.186773e-02 1.019227e-02
[49,] 1.202534e-03 2.976188e-03 5.566747e-03 7.839389e-03 8.310533e-03
[50,] 3.331958e-04 9.813809e-04 2.262002e-03 3.931738e-03 5.144858e-03
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.450644e-27 4.956860e-30 1.275119e-32 2.469377e-35 3.600073e-38
 [2,] 1.973857e-25 8.323391e-28 2.642413e-30 6.315505e-33 1.136357e-35
 [3,] 2.040680e-23 1.061809e-25 4.159679e-28 1.226879e-30 2.724337e-33
 [4,] 1.603634e-21 1.029401e-23 4.975583e-26 1.810775e-28 4.961688e-31
 [5,] 9.584654e-20 7.588240e-22 4.524226e-24 2.031221e-26 6.866823e-29
 [6,] 4.361352e-18 4.256782e-20 3.129453e-22 1.732763e-24 7.225337e-27
 [7,] 1.513370e-16 1.819716e-18 1.648626e-20 1.125220e-22 5.784909e-25
 [8,] 4.015272e-15 5.941598e-17 6.627550e-19 5.571496e-21 3.529237e-23
 [9,] 8.182142e-14 1.487474e-15 2.039829e-17 2.109442e-19 1.644586e-21
[10,] 1.289979e-12 2.873593e-14 4.833525e-16 6.136455e-18 5.877940e-20
[11,] 1.591963e-11 4.328803e-13 8.899908e-15 1.382795e-16 1.622836e-18
[12,] 1.565005e-10 5.167779e-12 1.292319e-13 2.446075e-15 3.502392e-17
[13,] 1.254865e-09 5.002461e-11 1.512464e-12 3.466701e-14 6.021025e-16
[14,] 8.437274e-09 4.039888e-10 1.468123e-11 4.048931e-13 8.472661e-15
[15,] 4.892994e-08 2.806255e-09 1.221016e-10 4.031585e-12 1.010363e-13
[16,] 2.515167e-07 1.727466e-08 8.989515e-10 3.546051e-11 1.060809e-12
[17,] 1.175320e-06 9.681861e-08 6.033845e-09 2.846151e-10 1.016679e-11
[18,] 5.051132e-06 5.009309e-07 3.753680e-08 2.126433e-09 9.113693e-11
[19,] 1.958700e-05 2.354348e-06 2.137396e-07 1.467306e-08 7.632798e-10
[20,] 6.552770e-05 9.631182e-06 1.071197e-06 9.048136e-08 5.842666e-09
[21,] 1.809067e-04 3.287491e-05 4.555625e-06 4.863210e-07 4.068083e-08
[22,] 4.026657e-04 9.215858e-05 1.642054e-05 2.328483e-06 2.702268e-07
[23,] 7.300068e-04 2.183466e-04 5.295610e-05 1.068800e-05 1.819737e-06
[24,] 1.141876e-03 4.734860e-04 1.663427e-04 4.932664e-05 1.208100e-05
[25,] 1.699281e-03 1.016226e-03 5.182758e-04 2.160375e-04 7.129173e-05
[26,] 2.546421e-03 2.117707e-03 1.475429e-03 8.112065e-04 3.436287e-04
[27,] 3.679640e-03 3.905951e-03 3.500888e-03 2.442437e-03 1.298876e-03
[28,] 4.902979e-03 5.967081e-03 6.593162e-03 5.730758e-03 3.794745e-03
[29,] 6.400424e-03 7.558139e-03 9.736334e-03 1.039752e-02 8.544917e-03
[30,] 9.182293e-03 8.659420e-03 1.150075e-02 1.464618e-02 1.486891e-02
[31,] 1.418103e-02 1.045717e-02 1.167294e-02 1.631174e-02 2.012965e-02
[32,] 2.064529e-02 1.401547e-02 1.173572e-02 1.508759e-02 2.149432e-02
[33,] 2.616355e-02 1.863937e-02 1.312196e-02 1.291536e-02 1.866257e-02
[34,] 2.869065e-02 2.243501e-02 1.558740e-02 1.182861e-02 1.412750e-02
[35,] 2.791554e-02 2.434003e-02 1.801770e-02 1.226463e-02 1.065751e-02
[36,] 2.450270e-02 2.448534e-02 2.000519e-02 1.378539e-02 9.391661e-03
[37,] 1.912705e-02 2.275892e-02 2.138498e-02 1.609159e-02 1.024549e-02
[38,] 1.278215e-02 1.863636e-02 2.096679e-02 1.829827e-02 1.259284e-02
[39,] 7.021230e-03 1.270047e-02 1.751136e-02 1.842798e-02 1.486779e-02
[40,] 3.074056e-03 6.914511e-03 1.178479e-02 1.521755e-02 1.490342e-02
[41,] 1.054140e-03 2.937626e-03 6.199123e-03 9.879584e-03 1.189138e-02
[42,] 2.971119e-04 9.641740e-04 2.511860e-03 4.946738e-03 7.345387e-03
[43,] 1.586744e-04 2.583213e-04 7.805132e-04 1.894530e-03 3.473452e-03
[44,] 4.174694e-04 1.317373e-04 1.973541e-04 5.543663e-04 1.251816e-03
[45,] 1.239104e-03 3.270648e-04 9.544173e-05 1.318429e-04 3.440725e-04
[46,] 2.847120e-03 9.100945e-04 2.231569e-04 6.027122e-05 7.684633e-05
[47,] 4.970744e-03 1.959834e-03 5.821057e-04 1.325982e-04 3.315940e-05
[48,] 6.589256e-03 3.206749e-03 1.174812e-03 3.242306e-04 6.861321e-05
[49,] 6.631903e-03 3.983913e-03 1.801542e-03 6.132734e-04 1.572686e-04
[50,] 5.067879e-03 3.757868e-03 2.097583e-03 8.813737e-04 2.787889e-04
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 3.951142e-41 3.264448e-44 2.030363e-47 9.506317e-51 3.350605e-54
 [2,] 1.539285e-38 1.569667e-41 1.204980e-44 6.963577e-48 3.029440e-51
 [3,] 4.554412e-36 5.731930e-39 5.430801e-42 3.873610e-45 2.079949e-48
 [4,] 1.023598e-33 1.589810e-36 1.858966e-39 1.636440e-42 1.084487e-45
 [5,] 1.747927e-31 3.349932e-34 4.833736e-37 5.251126e-40 4.294717e-43
 [6,] 2.268810e-29 5.364479e-32 9.550545e-35 1.280213e-37 1.292037e-40
 [7,] 2.240047e-27 6.532437e-30 1.434570e-32 2.372302e-35 2.953909e-38
 [8,] 1.684287e-25 6.055010e-28 1.639576e-30 3.343685e-33 5.135256e-36
 [9,] 9.664174e-24 4.279585e-26 1.427899e-28 3.589140e-31 6.795600e-34
[10,] 4.246663e-22 2.313430e-24 9.500482e-27 2.940510e-29 6.858152e-32
[11,] 1.437958e-20 9.615998e-23 4.851405e-25 1.845987e-27 5.296127e-30
[12,] 3.791613e-19 3.101864e-21 1.916715e-23 8.942096e-26 3.148453e-28
[13,] 7.919982e-18 7.885705e-20 5.939993e-22 3.383211e-24 1.456295e-26
[14,] 1.344853e-16 1.618593e-18 1.476434e-20 1.020199e-22 5.337258e-25
[15,] 1.922077e-15 2.775554e-17 3.042013e-19 2.529884e-21 1.595965e-23
[16,] 2.407713e-14 4.147820e-16 5.425380e-18 5.389491e-20 4.066844e-22
[17,] 2.751992e-13 5.649028e-15 8.801653e-17 1.042135e-18 9.391454e-21
[18,] 2.958636e-12 7.288469e-14 1.366472e-15 1.958938e-17 2.163214e-19
[19,] 3.019764e-11 9.144606e-13 2.142308e-14 3.946272e-16 5.839130e-18
[20,] 2.917335e-10 1.146964e-11 3.638374e-13 9.543293e-15 2.096063e-16
[21,] 2.732777e-09 1.514870e-10 7.052573e-12 2.748551e-13 8.773361e-15
[22,] 2.627343e-08 2.150615e-09 1.456979e-10 7.945739e-12 3.400828e-13
[23,] 2.590357e-07 3.004968e-08 2.762896e-09 1.971279e-10 1.077062e-11
[24,] 2.373678e-06 3.649620e-07 4.318781e-08 3.895491e-09 2.664474e-10
[25,] 1.823094e-05 3.567095e-06 5.303245e-07 5.969763e-08 5.079812e-09
[26,] 1.109459e-04 2.716242e-05 5.030593e-06 7.040928e-07 7.445439e-08
[27,] 5.233590e-04 1.594611e-04 3.671730e-05 6.389235e-06 8.404837e-07
[28,] 1.901935e-03 7.206674e-04 2.064515e-04 4.473306e-05 7.335388e-06
[29,] 5.326875e-03 2.513222e-03 8.974545e-04 2.426979e-04 4.973897e-05
[30,] 1.153738e-02 6.791585e-03 3.030625e-03 1.025625e-03 2.634079e-04
[31,] 1.942367e-02 1.429492e-02 7.991636e-03 3.393171e-03 1.094641e-03
[32,] 2.558802e-02 2.355957e-02 1.653427e-02 8.824698e-03 3.581217e-03
[33,] 2.662164e-02 3.055176e-02 2.693055e-02 1.808129e-02 9.232686e-03
[34,] 2.223431e-02 3.131069e-02 3.457867e-02 2.918128e-02 1.872857e-02
[35,] 1.548249e-02 2.551197e-02 3.498307e-02 3.700437e-02 2.978565e-02
[36,] 9.921588e-03 1.680470e-02 2.786750e-02 3.672741e-02 3.696341e-02
[37,] 7.272078e-03 9.533417e-03 1.757138e-02 2.842521e-02 3.561704e-02
[38,] 7.464545e-03 5.795884e-03 9.112663e-03 1.716308e-02 2.653977e-02
[39,] 9.383266e-03 5.292718e-03 4.673604e-03 8.276803e-03 1.527988e-02
[40,] 1.111719e-02 6.484517e-03 3.588562e-03 3.670078e-03 6.899218e-03
[41,] 1.081931e-02 7.475983e-03 4.068479e-03 2.286273e-03 2.705246e-03
[42,] 8.224434e-03 6.949665e-03 4.458052e-03 2.287006e-03 1.352360e-03
[43,] 4.797951e-03 4.993537e-03 3.919553e-03 2.339245e-03 1.144863e-03
[44,] 2.134362e-03 2.740744e-03 2.650749e-03 1.933350e-03 1.076027e-03
[45,] 7.223078e-04 1.144753e-03 1.366146e-03 1.227777e-03 8.324255e-04
[46,] 1.862647e-04 3.634134e-04 5.352577e-04 5.935889e-04 4.957245e-04
[47,] 3.903948e-05 8.787550e-05 1.593227e-04 2.180589e-04 2.247074e-04
[48,] 1.589025e-05 1.727812e-05 3.611515e-05 6.084334e-05 7.737970e-05
[49,] 3.091842e-05 6.631900e-06 6.660507e-06 1.292753e-05 2.023679e-05
[50,] 6.643025e-05 1.213293e-05 2.410504e-06 2.236116e-06 4.030054e-06
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 8.890167e-58 1.775645e-61 2.669812e-65 3.021774e-69 2.574664e-73
 [2,] 9.921380e-55 2.445935e-58 4.539403e-62 6.341790e-66 6.669666e-70
 [3,] 8.407658e-52 2.558385e-55 5.860596e-59 1.010604e-62 1.311903e-66
 [4,] 5.410574e-49 2.032071e-52 5.745471e-56 1.222873e-59 1.959398e-63
 [5,] 2.644389e-46 1.225758e-49 4.277450e-53 1.123679e-56 2.222248e-60
 [6,] 9.817435e-44 5.616013e-47 2.418656e-50 7.841700e-54 1.914033e-57
 [7,] 2.769418e-41 1.954860e-44 1.038920e-47 4.156803e-51 1.252149e-54
 [8,] 5.939044e-39 5.171925e-42 3.391291e-45 1.674251e-48 6.223322e-52
 [9,] 9.691006e-37 1.040792e-39 8.417780e-43 5.126557e-46 2.350949e-49
[10,] 1.205131e-34 1.595270e-37 1.590643e-40 1.194514e-43 6.755701e-47
[11,] 1.145396e-32 1.866895e-35 2.292914e-38 2.121667e-41 1.478930e-44
[12,] 8.363375e-31 1.675509e-33 2.530974e-36 2.881947e-39 2.473243e-42
[13,] 4.735249e-29 1.162543e-31 2.154208e-34 3.011687e-37 3.175786e-40
[14,] 2.112910e-27 6.326023e-30 1.431709e-32 2.448102e-35 3.161355e-38
[15,] 7.634005e-26 2.767440e-28 7.599715e-31 1.580114e-33 2.486374e-36
[16,] 2.331435e-24 1.015542e-26 3.361831e-29 8.460810e-32 1.620018e-34
[17,] 6.455632e-23 3.395458e-25 1.372696e-27 4.292467e-30 1.046905e-32
[18,] 1.860382e-21 1.264512e-23 6.906054e-26 3.071198e-28 1.116763e-30
[19,] 7.089156e-20 7.144418e-22 5.947130e-24 4.013963e-26 2.147896e-28
[20,] 3.826573e-18 5.677276e-20 6.673573e-22 6.091845e-24 4.262222e-26
[21,] 2.231845e-16 4.424385e-18 6.734604e-20 7.803971e-22 6.852744e-24
[22,] 1.122389e-14 2.826469e-16 5.400055e-18 7.804487e-20 8.521169e-22
[23,] 4.473259e-13 1.406792e-14 3.343920e-16 6.003100e-18 8.138059e-20
[24,] 1.378479e-11 5.388154e-13 1.590657e-14 3.546859e-16 5.975671e-18
[25,] 3.265452e-10 1.585690e-11 5.818108e-13 1.613730e-14 3.385463e-16
[26,] 5.949322e-09 3.593642e-10 1.641833e-11 5.677197e-13 1.486836e-14
[27,] 8.362427e-08 6.296964e-09 3.591125e-10 1.552228e-11 5.089046e-13
[28,] 9.109577e-07 8.573806e-08 6.120316e-09 3.316010e-10 1.364555e-11
[29,] 7.730797e-06 9.119315e-07 8.169562e-08 5.561382e-09 2.878101e-10
[30,] 5.137316e-05 7.613043e-06 8.576034e-07 7.345918e-08 4.785041e-09
[31,] 2.684199e-04 5.004489e-05 7.095085e-06 7.648608e-07 6.268054e-08
[32,] 1.105084e-03 2.592781e-04 4.624278e-05 6.267093e-06 6.450805e-07
[33,] 3.583757e-03 1.057021e-03 2.367807e-04 4.025980e-05 5.192528e-06
[34,] 9.130134e-03 3.378458e-03 9.482937e-04 2.017713e-04 3.252204e-05
[35,] 1.819367e-02 8.424744e-03 2.955319e-03 7.848388e-04 1.576961e-04
[36,] 2.821382e-02 1.630662e-02 7.130998e-03 2.358136e-03 5.893835e-04
[37,] 3.387995e-02 2.438270e-02 1.326395e-02 5.451203e-03 1.691852e-03
[38,] 3.136847e-02 2.805322e-02 1.895065e-02 9.664660e-03 3.719856e-03
[39,] 2.232113e-02 2.475806e-02 2.074024e-02 1.311058e-02 6.251829e-03
[40,] 1.219669e-02 1.672388e-02 1.735260e-02 1.358452e-02 8.019817e-03
[41,] 5.167894e-03 8.641806e-03 1.108370e-02 1.073776e-02 7.844028e-03
[42,] 1.823673e-03 3.438314e-03 5.403127e-03 6.469530e-03 5.845276e-03
[43,] 7.375382e-04 1.106181e-03 2.018993e-03 2.970695e-03 3.317006e-03
[44,] 5.100273e-04 3.690703e-04 5.977288e-04 1.042617e-03 1.433279e-03
[45,] 4.332975e-04 2.028469e-04 1.685975e-04 2.859150e-04 4.724806e-04
[46,] 3.125772e-04 1.527742e-04 7.244370e-05 6.986774e-05 1.205630e-04
[47,] 1.743937e-04 1.023334e-04 4.723407e-05 2.339675e-05 2.607871e-05
[48,] 7.409487e-05 5.344434e-05 2.921194e-05 1.284124e-05 6.877867e-06
[49,] 2.391482e-05 2.127890e-05 1.426671e-05 7.273789e-06 3.082852e-06
[50,] 5.861840e-06 6.436783e-06 5.322061e-06 3.317475e-06 1.581068e-06

> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (y,z)',xlab=par6,ylab=par7)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(y,z)
> (r<-lm(z ~ y))

Call:
lm(formula = z ~ y)

Coefficients:
(Intercept)            y  
   -33.3630       0.5121  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7l6m41229604305.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]  93.37681  94.17020  94.96360  95.75700  96.55039  97.34379  98.13718
 [8]  98.93058  99.72397 100.51737 101.31076 102.10416 102.89756 103.69095
[15] 104.48435 105.27774 106.07114 106.86453 107.65793 108.45132 109.24472
[22] 110.03812 110.83151 111.62491 112.41830 113.21170 114.00509 114.79849
[29] 115.59188 116.38528 117.17868 117.97207 118.76547 119.55886 120.35226
[36] 121.14565 121.93905 122.73244 123.52584 124.31924 125.11263 125.90603
[43] 126.69942 127.49282 128.28621 129.07961 129.87300 130.66640 131.45980
[50] 132.25319

$yords
 [1]  12.80385  14.65491  16.50598  18.35705  20.20812  22.05918  23.91025
 [8]  25.76132  27.61239  29.46345  31.31452  33.16559  35.01666  36.86772
[15]  38.71879  40.56986  42.42093  44.27199  46.12306  47.97413  49.82520
[22]  51.67626  53.52733  55.37840  57.22947  59.08053  60.93160  62.78267
[29]  64.63374  66.48480  68.33587  70.18694  72.03801  73.88907  75.74014
[36]  77.59121  79.44228  81.29334  83.14441  84.99548  86.84655  88.69761
[43]  90.54868  92.39975  94.25082  96.10188  97.95295  99.80402 101.65509
[50] 103.50615

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.216954e-02 8.489325e-03 4.755554e-03 2.989064e-03 4.047624e-03
 [2,] 4.089526e-02 3.813796e-02 2.711577e-02 1.544602e-02 9.357319e-03
 [3,] 8.240907e-02 1.033702e-01 9.814592e-02 7.133510e-02 4.160499e-02
 [4,] 9.982282e-02 1.683907e-01 2.146847e-01 2.080465e-01 1.551077e-01
 [5,] 7.349720e-02 1.658414e-01 2.833980e-01 3.678625e-01 3.648614e-01
 [6,] 3.453333e-02 1.014703e-01 2.291626e-01 3.958799e-01 5.235459e-01
 [7,] 1.249260e-02 4.321336e-02 1.212279e-01 2.690890e-01 4.658631e-01
 [8,] 4.894167e-03 1.739722e-02 5.243086e-02 1.333447e-01 2.800862e-01
 [9,] 1.985247e-03 7.882287e-03 2.504912e-02 6.573878e-02 1.459826e-01
[10,] 5.923369e-04 2.987639e-03 1.154064e-02 3.473323e-02 8.339768e-02
[11,] 1.122150e-04 7.484759e-04 3.776323e-03 1.451040e-02 4.289283e-02
[12,] 1.420007e-05 1.217158e-04 7.990256e-04 4.007646e-03 1.537159e-02
[13,] 1.845178e-06 1.744838e-05 1.317641e-04 7.926160e-04 3.769262e-03
[14,] 3.730664e-07 3.864810e-06 3.068479e-05 1.903098e-04 9.424089e-04
[15,] 6.915935e-08 9.240263e-07 9.165135e-06 6.780207e-05 3.772391e-04
[16,] 8.306164e-09 1.497684e-07 1.994430e-06 1.962892e-05 1.429668e-04
[17,] 6.095908e-10 1.492223e-08 2.696011e-07 3.595495e-06 3.540475e-05
[18,] 2.721593e-11 9.049945e-10 2.220861e-08 4.022211e-07 5.376674e-06
[19,] 7.402032e-13 3.343507e-11 1.114545e-09 2.741840e-08 4.977957e-07
[20,] 1.227201e-14 7.530135e-13 3.409804e-11 1.139454e-09 2.810039e-08
[21,] 1.239148e-16 1.032974e-14 6.354634e-13 2.884870e-11 9.664959e-10
[22,] 7.602193e-19 8.611104e-17 7.197947e-15 4.440039e-13 2.021135e-11
[23,] 2.824483e-21 4.347681e-19 4.939106e-17 4.140582e-15 2.561521e-13
[24,] 6.254933e-23 1.356781e-21 2.045440e-19 2.330790e-17 1.960045e-15
[25,] 6.008756e-21 4.707164e-21 3.227600e-21 8.005852e-20 9.021111e-18
[26,] 3.801295e-19 4.049997e-19 3.184006e-19 1.848793e-19 1.041230e-19
[27,] 1.423434e-17 2.063634e-17 2.207611e-17 1.742639e-17 1.015104e-17
[28,] 3.155095e-16 6.223974e-16 9.060024e-16 9.731635e-16 7.713245e-16
[29,] 4.142141e-15 1.111171e-14 2.200889e-14 3.216815e-14 3.469361e-14
[30,] 3.263979e-14 1.175273e-13 3.164810e-13 6.293958e-13 9.236733e-13
[31,] 1.979211e-13 7.502418e-13 2.697107e-12 7.289772e-12 1.455617e-11
[32,] 3.406437e-12 4.011344e-12 1.397907e-11 5.006360e-11 1.357945e-10
[33,] 1.071480e-10 6.830072e-11 6.738960e-11 2.113310e-10 7.516900e-10
[34,] 2.235213e-09 1.787664e-09 1.117589e-09 9.406794e-10 2.595232e-09
[35,] 2.775294e-08 3.008619e-08 2.413229e-08 1.489002e-08 1.092218e-08
[36,] 2.040170e-07 3.008988e-07 3.275084e-07 2.635489e-07 1.612504e-07
[37,] 8.877407e-07 1.781597e-06 2.638332e-06 2.883247e-06 2.328254e-06
[38,] 2.286462e-06 6.243956e-06 1.258200e-05 1.870836e-05 2.052784e-05
[39,] 3.485776e-06 1.295293e-05 3.551653e-05 7.186004e-05 1.072851e-04
[40,] 3.145522e-06 1.590501e-05 5.934291e-05 1.633798e-04 3.319111e-04
[41,] 1.680132e-06 1.155999e-05 5.869010e-05 2.198705e-04 6.078031e-04
[42,] 5.311927e-07 4.973230e-06 3.435727e-05 1.751432e-04 6.588125e-04
[43,] 9.940732e-08 1.266419e-06 1.190502e-05 8.258049e-05 4.226866e-04
[44,] 1.101139e-08 1.908859e-07 2.441738e-06 2.304725e-05 1.605213e-04
[45,] 7.219776e-10 1.703053e-08 2.964325e-07 3.807313e-06 3.608317e-05
[46,] 2.801967e-11 8.993734e-10 2.130151e-08 3.722851e-07 4.801029e-06
[47,] 6.436651e-13 2.811316e-11 9.060507e-10 2.154718e-08 3.781131e-07
[48,] 8.752148e-15 5.201601e-13 2.281142e-11 7.381812e-10 1.762653e-08
[49,] 7.044122e-17 5.696680e-15 3.399459e-13 1.496901e-11 4.863729e-10
[50,] 3.355807e-19 3.692875e-17 2.998645e-15 1.796722e-13 7.943829e-12
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 8.024607e-03 1.404535e-02 2.025263e-02 2.511823e-02 2.796484e-02
 [2,] 1.120457e-02 2.061538e-02 3.453458e-02 4.753310e-02 5.543313e-02
 [3,] 2.496093e-02 2.718243e-02 4.621067e-02 7.366535e-02 9.666899e-02
 [4,] 9.322175e-02 5.665119e-02 5.806527e-02 9.170167e-02 1.387869e-01
 [5,] 2.800926e-01 1.745616e-01 1.093776e-01 1.090319e-01 1.622493e-01
 [6,] 5.328302e-01 4.228929e-01 2.750114e-01 1.800756e-01 1.791328e-01
 [7,] 6.259684e-01 6.543697e-01 5.389504e-01 3.680009e-01 2.543643e-01
 [8,] 4.750104e-01 6.412200e-01 6.861856e-01 5.877224e-01 4.240041e-01
 [9,] 2.761043e-01 4.400472e-01 5.812166e-01 6.289144e-01 5.595184e-01
[10,] 1.644283e-01 2.738821e-01 3.929242e-01 4.878687e-01 5.214190e-01
[11,] 9.895082e-02 1.818097e-01 2.737500e-01 3.505435e-01 3.970969e-01
[12,] 4.526146e-02 1.030266e-01 1.834054e-01 2.606571e-01 3.073152e-01
[13,] 1.404950e-02 4.078150e-02 9.192776e-02 1.613392e-01 2.233558e-01
[14,] 3.794967e-03 1.251669e-02 3.360541e-02 7.245079e-02 1.240360e-01
[15,] 1.601367e-03 5.305703e-03 1.414661e-02 3.128594e-02 5.830474e-02
[16,] 7.726272e-04 3.114048e-03 9.453639e-03 2.201552e-02 4.055073e-02
[17,] 2.575527e-04 1.385674e-03 5.526602e-03 1.641893e-02 3.669187e-02
[18,] 5.305701e-05 3.866456e-04 2.082406e-03 8.302728e-03 2.459250e-02
[19,] 6.670446e-06 6.598110e-05 4.819332e-04 2.601103e-03 1.038906e-02
[20,] 5.114323e-07 6.869951e-06 6.811933e-05 4.987338e-04 2.697935e-03
[21,] 2.389553e-08 4.360033e-07 5.871453e-06 5.836332e-05 4.283468e-04
[22,] 6.789466e-10 1.683118e-08 3.079238e-07 4.157618e-06 4.143538e-05
[23,] 1.169387e-11 3.939545e-10 9.794131e-09 1.796912e-07 2.433053e-06
[24,] 1.216315e-13 5.569880e-12 1.882205e-10 4.693672e-09 8.637606e-08
[25,] 7.610880e-16 4.738517e-14 2.177030e-12 7.380761e-11 1.846538e-09
[26,] 2.881745e-18 2.417305e-16 1.510101e-14 6.961788e-13 2.368371e-11
[27,] 4.377108e-18 2.205409e-18 6.361249e-17 3.930522e-15 1.816928e-13
[28,] 4.511294e-16 1.949775e-16 6.530988e-17 5.261871e-17 9.780360e-16
[29,] 2.761007e-14 1.621419e-14 7.034529e-15 2.341742e-15 1.284594e-15
[30,] 1.000250e-12 7.992694e-13 4.712863e-13 2.052589e-13 6.815338e-14
[31,] 2.144904e-11 2.332193e-11 1.871181e-11 1.107827e-11 4.843749e-12
[32,] 2.722500e-10 4.028045e-10 4.397620e-10 3.542711e-10 2.105993e-10
[33,] 2.045754e-09 4.117997e-09 6.117554e-09 6.706067e-09 5.424412e-09
[34,] 9.130309e-09 2.492472e-08 5.037345e-08 7.513781e-08 8.270184e-08
[35,] 2.592987e-08 8.972531e-08 2.455931e-07 4.983280e-07 7.463391e-07
[36,] 1.054386e-07 2.112124e-07 7.135110e-07 1.957112e-06 3.986821e-06
[37,] 1.417472e-06 8.446769e-07 1.406177e-06 4.592453e-06 1.261349e-05
[38,] 1.663699e-05 1.010414e-05 5.598825e-06 7.675198e-06 2.393251e-05
[39,] 1.181967e-04 9.615520e-05 5.836232e-05 3.059789e-05 3.446447e-05
[40,] 4.975542e-04 5.503856e-04 4.494769e-04 2.730085e-04 1.373764e-04
[41,] 1.239805e-03 1.866115e-03 2.072657e-03 1.699290e-03 1.033852e-03
[42,] 1.828625e-03 3.745259e-03 5.660221e-03 6.312280e-03 5.195714e-03
[43,] 1.596445e-03 4.449218e-03 9.149712e-03 1.388435e-02 1.554687e-02
[44,] 8.249753e-04 3.128551e-03 8.754666e-03 1.807715e-02 2.754323e-02
[45,] 2.523397e-04 1.302149e-03 4.958262e-03 1.393133e-02 2.888349e-02
[46,] 4.568650e-05 3.208008e-04 1.662176e-03 6.354957e-03 1.792844e-02
[47,] 4.896073e-06 4.678085e-05 3.298240e-04 1.715894e-03 6.587079e-03
[48,] 3.105744e-07 4.037927e-06 3.873871e-05 2.742370e-04 1.432521e-03
[49,] 1.166114e-08 2.063034e-07 2.693182e-06 2.594294e-05 1.844025e-04
[50,] 2.591636e-10 6.238960e-09 1.108266e-07 1.452680e-06 1.405045e-05
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.759400e-02 2.274659e-02 1.478494e-02 7.314341e-03 2.706690e-03
 [2,] 5.754352e-02 5.358479e-02 4.264825e-02 2.726312e-02 1.340602e-02
 [3,] 1.059967e-01 1.018713e-01 8.809219e-02 6.654623e-02 4.133012e-02
 [4,] 1.738076e-01 1.799340e-01 1.599812e-01 1.266380e-01 8.874412e-02
 [5,] 2.339886e-01 2.810635e-01 2.774966e-01 2.306328e-01 1.666596e-01
 [6,] 2.556567e-01 3.545607e-01 4.123353e-01 3.941318e-01 3.129183e-01
 [7,] 2.567806e-01 3.568985e-01 4.813811e-01 5.482939e-01 5.157948e-01
 [8,] 3.118732e-01 3.222246e-01 4.401238e-01 5.827776e-01 6.572218e-01
 [9,] 4.293665e-01 3.385783e-01 3.584835e-01 4.815476e-01 6.288179e-01
[10,] 4.795290e-01 3.947149e-01 3.359631e-01 3.622794e-01 4.743558e-01
[11,] 4.091515e-01 3.877683e-01 3.460840e-01 3.186022e-01 3.448406e-01
[12,] 3.205060e-01 3.188449e-01 3.148546e-01 3.074876e-01 3.031204e-01
[13,] 2.530297e-01 2.545562e-01 2.556230e-01 2.708949e-01 2.888054e-01
[14,] 1.691740e-01 1.909113e-01 1.972791e-01 2.138906e-01 2.494672e-01
[15,] 9.129961e-02 1.199212e-01 1.374932e-01 1.540035e-01 1.875848e-01
[16,] 6.165036e-02 8.097376e-02 9.589216e-02 1.091084e-01 1.314670e-01
[17,] 6.287495e-02 8.557938e-02 9.803516e-02 1.027559e-01 1.094894e-01
[18,] 5.451206e-02 9.179033e-02 1.209136e-01 1.314562e-01 1.286180e-01
[19,] 3.080406e-02 6.825336e-02 1.145607e-01 1.496375e-01 1.598261e-01
[20,] 1.079840e-02 3.207253e-02 7.112919e-02 1.193058e-01 1.552280e-01
[21,] 2.322589e-03 9.315977e-03 2.771747e-02 6.152581e-02 1.031159e-01
[22,] 3.048826e-04 1.657162e-03 6.661561e-03 1.985401e-02 4.410349e-02
[23,] 2.431559e-05 1.794006e-04 9.776411e-04 3.939148e-03 1.176138e-02
[24,] 1.173077e-06 1.175849e-05 8.700699e-05 4.754638e-04 1.920602e-03
[25,] 3.409121e-08 4.644821e-07 4.670605e-06 3.466804e-05 1.900209e-04
[26,] 5.945569e-10 1.101433e-08 1.505772e-07 1.519256e-06 1.131498e-05
[27,] 6.202827e-12 1.562742e-10 2.905450e-09 3.986518e-08 4.037440e-07
[28,] 3.923266e-14 1.325500e-12 3.348584e-11 6.252354e-10 8.623193e-09
[29,] 4.616849e-15 2.554911e-14 2.917480e-13 6.083926e-12 1.134537e-10
[30,] 3.402127e-14 1.104881e-13 4.662930e-13 1.522202e-12 4.752048e-12
[31,] 1.605906e-12 7.360606e-13 2.207919e-12 9.291759e-12 2.970906e-11
[32,] 9.244236e-11 3.063066e-11 1.298746e-11 3.572328e-11 1.500781e-10
[33,] 3.237717e-09 1.426817e-09 4.728583e-10 1.868718e-10 4.679673e-10
[34,] 6.716864e-08 4.025487e-08 1.781031e-08 5.907305e-09 2.192188e-09
[35,] 8.248206e-07 6.726322e-07 4.047576e-07 1.797956e-07 5.971527e-08
[36,] 5.995302e-06 6.652745e-06 5.447355e-06 3.291311e-06 1.467878e-06
[37,] 2.579509e-05 3.894781e-05 4.339497e-05 3.567721e-05 2.164413e-05
[38,] 6.574836e-05 1.349728e-04 2.046220e-04 2.289153e-04 1.889701e-04
[39,] 1.010246e-04 2.771896e-04 5.711569e-04 8.693983e-04 9.765792e-04
[40,] 1.277779e-04 3.456438e-04 9.452141e-04 1.954636e-03 2.987325e-03
[41,] 5.050286e-04 3.924653e-04 9.593085e-04 2.607172e-03 5.409772e-03
[42,] 3.168508e-03 1.515862e-03 1.001237e-03 2.162251e-03 5.817427e-03
[43,] 1.284797e-02 7.857344e-03 3.706173e-03 2.124477e-03 3.963896e-03
[44,] 3.096689e-02 2.569399e-02 1.576365e-02 7.367368e-03 3.748669e-03
[45,] 4.418769e-02 4.988265e-02 4.155591e-02 2.558299e-02 1.189062e-02
[46,] 3.732214e-02 5.733037e-02 6.498288e-02 5.435462e-02 3.358352e-02
[47,] 1.865905e-02 3.900141e-02 6.015410e-02 6.846138e-02 5.749644e-02
[48,] 5.521669e-03 1.570484e-02 3.296030e-02 5.104377e-02 5.832967e-02
[49,] 9.671832e-04 3.743214e-03 1.068993e-02 2.252677e-02 3.502816e-02
[50,] 1.002778e-04 5.280966e-04 2.052183e-03 5.884546e-03 1.245099e-02
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 7.434308e-04 1.510539e-04 2.267222e-05 2.512247e-06 2.054569e-07
 [2,] 4.956952e-03 1.363802e-03 2.779013e-04 4.185528e-05 4.655221e-06
 [3,] 2.005452e-02 7.379529e-03 2.029248e-03 4.141759e-04 6.255133e-05
 [4,] 5.246116e-02 2.476929e-02 8.993396e-03 2.459402e-03 5.013322e-04
 [5,] 1.060247e-01 5.792706e-02 2.594493e-02 9.130816e-03 2.454996e-03
 [6,] 2.101867e-01 1.210809e-01 5.956414e-02 2.441258e-02 8.058612e-03
 [7,] 4.014305e-01 2.593269e-01 1.392138e-01 6.196418e-02 2.269997e-02
 [8,] 6.172337e-01 4.811321e-01 3.088954e-01 1.613238e-01 6.772973e-02
 [9,] 7.078119e-01 6.705993e-01 5.306888e-01 3.454363e-01 1.810228e-01
[10,] 6.095000e-01 6.874549e-01 6.610680e-01 5.342825e-01 3.550717e-01
[11,] 4.322747e-01 5.410801e-01 6.106327e-01 5.967664e-01 4.925635e-01
[12,] 3.231669e-01 3.800121e-01 4.557392e-01 5.102647e-01 5.045592e-01
[13,] 2.986666e-01 3.107417e-01 3.402381e-01 3.843553e-01 4.196855e-01
[14,] 2.852588e-01 3.041387e-01 3.119930e-01 3.237208e-01 3.427842e-01
[15,] 2.383428e-01 2.844936e-01 3.097365e-01 3.189457e-01 3.232530e-01
[16,] 1.731563e-01 2.276002e-01 2.742229e-01 3.011934e-01 3.132550e-01
[17,] 1.293735e-01 1.666075e-01 2.113757e-01 2.472435e-01 2.679780e-01
[18,] 1.267471e-01 1.370793e-01 1.603186e-01 1.863041e-01 2.037888e-01
[19,] 1.512231e-01 1.404337e-01 1.386087e-01 1.451638e-01 1.514676e-01
[20,] 1.640935e-01 1.517263e-01 1.345935e-01 1.232127e-01 1.171547e-01
[21,] 1.336091e-01 1.397637e-01 1.264212e-01 1.077064e-01 9.259342e-02
[22,] 7.382460e-02 9.516989e-02 9.835984e-02 8.691196e-02 7.120091e-02
[23,] 2.614552e-02 4.370129e-02 5.601979e-02 5.714774e-02 4.928264e-02
[24,] 5.746002e-03 1.278572e-02 2.134834e-02 2.723743e-02 2.749603e-02
[25,] 7.697507e-04 2.308760e-03 5.148627e-03 8.617100e-03 1.105281e-02
[26,] 6.223338e-05 2.530662e-04 7.631171e-04 1.720475e-03 2.965491e-03
[27,] 3.019765e-06 1.670557e-05 6.867838e-05 2.128870e-04 5.189462e-04
[28,] 8.795756e-08 6.660725e-07 3.787570e-06 1.671679e-05 6.220723e-05
[29,] 1.614655e-09 1.748430e-08 1.482363e-07 1.043576e-06 6.649145e-06
[30,] 3.672085e-11 6.032243e-10 9.335061e-09 1.175118e-07 1.189439e-06
[31,] 7.149826e-11 1.707507e-10 1.347937e-09 2.182702e-08 2.950030e-07
[32,] 4.812676e-10 1.143308e-09 2.114441e-09 5.583143e-09 5.727882e-08
[33,] 1.960520e-09 6.310394e-09 1.501379e-08 2.660426e-08 4.070895e-08
[34,] 4.964394e-09 2.071307e-08 6.692296e-08 1.598040e-07 2.820804e-07
[35,] 2.095941e-08 4.265896e-08 1.769856e-07 5.739836e-07 1.376073e-06
[36,] 4.884039e-07 1.632518e-07 2.970098e-07 1.223081e-06 3.981290e-06
[37,] 9.691770e-06 3.231754e-06 1.035360e-06 1.676056e-06 6.836029e-06
[38,] 1.151088e-04 5.175086e-05 1.729956e-05 5.343610e-06 7.668788e-06
[39,] 8.094543e-04 4.950784e-04 2.234769e-04 7.491111e-05 2.243023e-05
[40,] 3.369280e-03 2.804069e-03 1.722014e-03 7.804546e-04 2.623931e-04
[41,] 8.301256e-03 9.400782e-03 7.855652e-03 4.843916e-03 2.204258e-03
[42,] 1.210869e-02 1.865531e-02 2.121230e-02 1.779806e-02 1.101929e-02
[43,] 1.050180e-02 2.191914e-02 3.390463e-02 3.870871e-02 3.261070e-02
[44,] 5.921771e-03 1.534042e-02 3.208947e-02 4.983261e-02 5.712507e-02
[45,] 5.491595e-03 7.226991e-03 1.813623e-02 3.799449e-02 5.923339e-02
[46,] 1.556468e-02 6.660415e-03 7.226506e-03 1.735909e-02 3.638365e-02
[47,] 3.565806e-02 1.651113e-02 6.664789e-03 5.940742e-03 1.345737e-02
[48,] 4.918643e-02 3.062167e-02 1.418611e-02 5.482587e-03 4.029612e-03
[49,] 4.019116e-02 3.402895e-02 2.126805e-02 9.867720e-03 3.695087e-03
[50,] 1.943968e-02 2.239592e-02 1.903927e-02 1.194662e-02 5.555265e-03
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 1.239991e-08 5.522469e-10 1.814899e-11 4.401204e-13 7.875697e-15
 [2,] 3.821957e-07 2.315827e-08 1.035526e-09 3.416896e-11 8.319739e-13
 [3,] 6.980281e-06 5.751791e-07 3.498513e-08 1.570517e-09 5.202885e-11
 [4,] 7.579300e-05 8.477627e-06 7.006904e-07 4.276708e-08 1.926986e-09
 [5,] 4.962804e-04 7.478437e-05 8.362229e-06 6.921470e-07 4.235042e-08
 [6,] 2.078248e-03 4.096350e-04 6.084886e-05 6.754022e-06 5.573550e-07
 [7,] 6.752432e-03 1.601545e-03 2.970743e-04 4.236367e-05 4.582868e-06
 [8,] 2.268422e-02 6.039459e-03 1.275535e-03 2.128843e-04 2.787760e-05
 [9,] 7.487939e-02 2.413025e-02 6.026086e-03 1.168454e-03 1.773112e-04
[10,] 1.890194e-01 7.883750e-02 2.542146e-02 6.321170e-03 1.225176e-03
[11,] 3.339414e-01 1.810664e-01 7.712393e-02 2.571050e-02 6.814345e-03
[12,] 4.237985e-01 2.928984e-01 1.631347e-01 7.300816e-02 2.681152e-02
[13,] 4.151119e-01 3.537766e-01 2.519451e-01 1.490493e-01 7.485361e-02
[14,] 3.574090e-01 3.477874e-01 3.013703e-01 2.275154e-01 1.510069e-01
[15,] 3.253782e-01 3.211160e-01 3.039485e-01 2.696833e-01 2.219194e-01
[16,] 3.163002e-01 3.094576e-01 2.929154e-01 2.712937e-01 2.483198e-01
[17,] 2.786575e-01 2.814309e-01 2.728120e-01 2.545969e-01 2.361932e-01
[18,] 2.116409e-01 2.156825e-01 2.170214e-01 2.120508e-01 2.021437e-01
[19,] 1.509391e-01 1.458396e-01 1.423477e-01 1.421178e-01 1.431541e-01
[20,] 1.101916e-01 9.901223e-02 8.702263e-02 7.964363e-02 7.902980e-02
[21,] 8.125287e-02 6.981533e-02 5.674651e-02 4.485491e-02 3.791492e-02
[22,] 5.786647e-02 4.741837e-02 3.773608e-02 2.804687e-02 1.994700e-02
[23,] 3.884968e-02 2.997142e-02 2.310718e-02 1.720806e-02 1.183654e-02
[24,] 2.329135e-02 1.789315e-02 1.332271e-02 9.782351e-03 6.843461e-03
[25,] 1.135155e-02 1.007648e-02 8.431702e-03 6.855263e-03 5.171161e-03
[26,] 4.133834e-03 5.192823e-03 6.519087e-03 7.981624e-03 8.485829e-03
[27,] 1.098824e-03 2.315260e-03 4.970235e-03 9.609487e-03 1.490545e-02
[28,] 2.232648e-04 8.236229e-04 2.830954e-03 7.984100e-03 1.727266e-02
[29,] 4.063364e-05 2.302214e-04 1.108400e-03 4.229040e-03 1.231480e-02
[30,] 9.741146e-06 6.529809e-05 3.603600e-04 1.622741e-03 5.834090e-03
[31,] 3.013766e-06 2.337443e-05 1.399076e-04 6.607877e-04 2.516703e-03
[32,] 7.412017e-07 7.407961e-06 5.532003e-05 3.102712e-04 1.322861e-03
[33,] 1.515531e-07 1.611261e-06 1.573491e-05 1.154747e-04 6.303882e-04
[34,] 3.788225e-07 5.751064e-07 3.183196e-06 2.877268e-05 2.076895e-04
[35,] 2.435465e-06 3.201625e-06 3.447578e-06 7.006602e-06 4.690147e-05
[36,] 9.583412e-06 1.702565e-05 2.236220e-05 2.226774e-05 2.305322e-05
[37,] 2.233297e-05 5.397610e-05 9.627627e-05 1.268246e-04 1.244945e-04
[38,] 3.090219e-05 1.013136e-04 2.458562e-04 4.403042e-04 5.821681e-04
[39,] 2.846201e-05 1.129846e-04 3.716953e-04 9.056455e-04 1.628507e-03
[40,] 7.653000e-05 8.572483e-05 3.341212e-04 1.102821e-03 2.697943e-03
[41,] 7.434260e-04 2.121190e-04 2.096383e-04 7.991971e-04 2.646200e-03
[42,] 5.034730e-03 1.703680e-03 4.773536e-04 4.164802e-04 1.546264e-03
[43,] 2.027251e-02 9.300122e-03 3.157855e-03 8.717537e-04 6.725560e-04
[44,] 4.832199e-02 3.016189e-02 1.389312e-02 4.734137e-03 1.291338e-03
[45,] 6.817763e-02 5.790638e-02 3.629165e-02 1.678452e-02 5.740185e-03
[46,] 5.694015e-02 6.580430e-02 5.611837e-02 3.531441e-02 1.639895e-02
[47,] 2.817941e-02 4.426601e-02 5.136459e-02 4.398259e-02 2.779037e-02
[48,] 8.454728e-03 1.765283e-02 2.783063e-02 3.242431e-02 2.787749e-02
[49,] 2.263039e-03 4.308139e-03 8.944951e-03 1.415071e-02 1.655293e-02
[50,] 2.034320e-03 1.055200e-03 1.782358e-03 3.666535e-03 5.818858e-03
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 1.039926e-16 1.013234e-18 7.284698e-21 3.864629e-23 1.512859e-25
 [2,] 1.494819e-14 1.981821e-16 1.938815e-18 1.399600e-20 7.455319e-23
 [3,] 1.271941e-12 2.294552e-14 3.054445e-16 3.000311e-18 2.174691e-20
 [4,] 6.408428e-11 1.572831e-12 2.848688e-14 3.807373e-16 3.755043e-18
 [5,] 1.914136e-09 6.387866e-11 1.573621e-12 2.861170e-14 3.839293e-16
 [6,] 3.409295e-08 1.543104e-09 5.162686e-11 1.275995e-12 2.329055e-14
 [7,] 3.725565e-07 2.261694e-08 1.021319e-09 3.422968e-11 8.506060e-13
 [8,] 2.836931e-06 2.221426e-07 1.327826e-08 6.030054e-10 2.078517e-11
 [9,] 2.131973e-05 2.060573e-06 1.621387e-07 1.045738e-08 5.515120e-10
[10,] 1.903281e-04 2.475507e-05 2.805196e-06 2.779360e-07 2.318720e-08
[11,] 1.493217e-03 2.848401e-04 4.853142e-05 7.178748e-06 8.704516e-07
[12,] 8.438101e-03 2.368959e-03 5.910710e-04 1.247804e-04 2.107425e-05
[13,] 3.316899e-02 1.324494e-02 4.644740e-03 1.353247e-03 3.116001e-04
[14,] 9.032809e-02 4.892789e-02 2.315687e-02 9.061736e-03 2.799678e-03
[15,] 1.694817e-01 1.186813e-01 7.313474e-02 3.754826e-02 1.534146e-02
[16,] 2.231480e-01 1.909780e-01 1.476524e-01 9.710319e-02 5.165927e-02
[17,] 2.243916e-01 2.154045e-01 1.971884e-01 1.601376e-01 1.084204e-01
[18,] 1.944716e-01 1.927110e-01 1.913517e-01 1.788724e-01 1.469551e-01
[19,] 1.456919e-01 1.510136e-01 1.562628e-01 1.550806e-01 1.416433e-01
[20,] 8.500014e-02 9.702964e-02 1.113090e-01 1.195080e-01 1.152734e-01
[21,] 3.789152e-02 4.566010e-02 6.059159e-02 7.693482e-02 8.468537e-02
[22,] 1.550330e-02 1.606418e-02 2.270476e-02 3.503908e-02 4.811304e-02
[23,] 7.641344e-03 5.508723e-03 6.168228e-03 1.041285e-02 1.809843e-02
[24,] 4.358434e-03 2.557509e-03 1.727710e-03 2.162518e-03 4.274980e-03
[25,] 3.403834e-03 1.897072e-03 9.254538e-04 5.267167e-04 6.901120e-04
[26,] 7.177787e-03 4.649400e-03 2.283228e-03 8.623814e-04 2.933232e-04
[27,] 1.757567e-02 1.545519e-02 1.007272e-02 4.857421e-03 1.735297e-03
[28,] 2.794373e-02 3.351590e-02 2.971626e-02 1.945684e-02 9.404373e-03
[29,] 2.688823e-02 4.366064e-02 5.251976e-02 4.671219e-02 3.068972e-02
[30,] 1.633177e-02 3.487287e-02 5.600995e-02 6.709253e-02 5.964938e-02
[31,] 7.812379e-03 1.962617e-02 3.909320e-02 6.031962e-02 7.075093e-02
[32,] 4.367220e-03 1.142579e-02 2.418874e-02 4.176233e-02 5.820753e-02
[33,] 2.569248e-03 7.879384e-03 1.842542e-02 3.350627e-02 4.852617e-02
[34,] 1.116914e-03 4.460339e-03 1.325383e-02 2.944440e-02 4.933765e-02
[35,] 3.253648e-04 1.719267e-03 6.758786e-03 1.972851e-02 4.279093e-02
[36,] 7.543050e-05 4.596172e-04 2.344045e-03 9.011672e-03 2.582590e-02
[37,] 1.014892e-04 1.470139e-04 6.305853e-04 2.943897e-03 1.082747e-02
[38,] 5.709569e-04 4.360540e-04 3.884989e-04 9.585724e-04 3.676272e-03
[39,] 2.161620e-03 2.124595e-03 1.592146e-03 1.155987e-03 1.767368e-03
[40,] 4.871087e-03 6.491379e-03 6.399602e-03 4.764538e-03 3.164217e-03
[41,] 6.499869e-03 1.178312e-02 1.576544e-02 1.559512e-02 1.158272e-02
[42,] 5.134992e-03 1.266408e-02 2.305118e-02 3.096572e-02 3.074044e-02
[43,] 2.419965e-03 8.058546e-03 1.995445e-02 3.646896e-02 4.918806e-02
[44,] 8.833423e-04 3.063725e-03 1.022761e-02 2.542747e-02 4.666071e-02
[45,] 1.550951e-03 9.441703e-04 3.137829e-03 1.049768e-02 2.620377e-02
[46,] 5.629127e-03 1.509760e-03 8.217440e-04 2.600011e-03 8.713940e-03
[47,] 1.295750e-02 4.464578e-03 1.190772e-03 5.826519e-04 1.743094e-03
[48,] 1.768617e-02 8.279879e-03 2.863782e-03 7.607419e-04 3.367107e-04
[49,] 1.428971e-02 9.102699e-03 4.278825e-03 1.485646e-03 3.935761e-04
[50,] 6.834029e-03 5.923665e-03 3.788818e-03 1.788226e-03 6.233096e-04
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 4.370017e-28 9.314633e-31 1.465004e-33 1.700224e-36 1.456021e-39
 [2,] 2.930374e-25 8.499197e-28 1.818962e-30 2.872524e-33 3.347325e-36
 [3,] 1.163122e-22 4.590412e-25 1.336812e-27 2.872658e-30 4.555051e-33
 [4,] 2.732804e-20 1.467598e-22 5.815728e-25 1.700607e-27 3.669525e-30
 [5,] 3.801943e-18 2.778463e-20 1.498472e-22 5.964291e-25 1.752142e-27
 [6,] 3.139195e-16 3.124565e-18 2.297126e-20 1.247953e-22 5.013674e-25
 [7,] 1.567311e-14 2.143589e-16 2.180929e-18 1.656702e-20 9.447403e-23
 [8,] 5.453127e-13 1.095429e-14 1.697981e-16 2.045600e-18 1.922754e-20
 [9,] 2.350936e-11 7.960145e-13 2.101546e-14 4.256292e-16 6.530245e-18
[10,] 1.550583e-09 8.009389e-11 3.127175e-12 9.124623e-14 1.978198e-15
[11,] 8.243621e-08 5.926166e-09 3.187683e-10 1.274248e-11 3.773056e-13
[12,] 2.740227e-06 2.686599e-07 1.965736e-08 1.067992e-09 4.297613e-11
[13,] 5.494789e-05 7.296061e-06 7.231721e-07 5.326516e-08 2.908099e-09
[14,] 6.634225e-04 1.186496e-04 1.587608e-05 1.581605e-06 1.169697e-07
[15,] 4.841010e-03 1.159239e-03 2.085490e-04 2.801970e-05 2.801166e-06
[16,] 2.148425e-02 6.839384e-03 1.645831e-03 2.971006e-04 4.003652e-05
[17,] 5.856666e-02 2.454579e-02 7.846943e-03 1.893623e-03 3.426704e-04
[18,] 1.001260e-01 5.427762e-02 2.279741e-02 7.299980e-03 1.764495e-03
[19,] 1.137222e-01 7.636241e-02 4.109411e-02 1.720797e-02 5.505974e-03
[20,] 9.903779e-02 7.498858e-02 4.840698e-02 2.550006e-02 1.057186e-02
[21,] 7.840001e-02 6.201306e-02 4.290626e-02 2.584295e-02 1.306245e-02
[22,] 5.368834e-02 4.785398e-02 3.488702e-02 2.170097e-02 1.184242e-02
[23,] 2.612622e-02 2.935339e-02 2.546027e-02 1.740575e-02 9.788764e-03
[24,] 8.034551e-03 1.193899e-02 1.346577e-02 1.148948e-02 7.524799e-03
[25,] 1.515874e-03 2.981984e-03 4.504783e-03 5.096252e-03 4.311965e-03
[26,] 2.211051e-04 4.549751e-04 9.107696e-04 1.389113e-03 1.576230e-03
[27,] 4.690574e-04 1.295725e-04 1.225629e-04 2.279070e-04 3.483108e-04
[28,] 3.355575e-03 8.856660e-04 1.795997e-04 4.659612e-05 4.840665e-05
[29,] 1.488661e-02 5.330069e-03 1.408760e-03 2.759200e-04 4.309987e-05
[30,] 3.925523e-02 1.909509e-02 6.860389e-03 1.819801e-03 3.564985e-04
[31,] 6.229431e-02 4.086194e-02 1.988376e-02 7.161734e-03 1.907439e-03
[32,] 6.407739e-02 5.445482e-02 3.510570e-02 1.697979e-02 6.126203e-03
[33,] 5.709823e-02 5.488266e-02 4.258088e-02 2.611223e-02 1.242340e-02
[34,] 6.329401e-02 6.358890e-02 5.148041e-02 3.450876e-02 1.947676e-02
[35,] 6.917159e-02 8.390696e-02 7.752706e-02 5.633727e-02 3.429058e-02
[36,] 5.503014e-02 8.721490e-02 1.032740e-01 9.277770e-02 6.616972e-02
[37,] 3.013555e-02 6.282393e-02 9.780338e-02 1.142383e-01 1.025037e-01
[38,] 1.226459e-02 3.216325e-02 6.455536e-02 9.804729e-02 1.130999e-01
[39,] 5.092134e-03 1.426212e-02 3.313111e-02 6.144806e-02 8.898078e-02
[40,] 3.601077e-03 8.080576e-03 1.860090e-02 3.609517e-02 5.786633e-02
[41,] 7.324358e-03 6.932307e-03 1.317375e-02 2.654188e-02 4.389671e-02
[42,] 2.281962e-02 1.396722e-02 1.153548e-02 1.945480e-02 3.660694e-02
[43,] 4.901039e-02 3.640492e-02 2.176193e-02 1.604510e-02 2.433311e-02
[44,] 6.318880e-02 6.319855e-02 4.701132e-02 2.761437e-02 1.845057e-02
[45,] 4.828106e-02 6.564796e-02 6.591074e-02 4.912892e-02 2.848940e-02
[46,] 2.183844e-02 4.040170e-02 5.515721e-02 5.559398e-02 4.154275e-02
[47,] 5.849774e-03 1.471895e-02 2.734133e-02 3.747853e-02 3.792416e-02
[48,] 9.455961e-04 3.175910e-03 8.022861e-03 1.496363e-02 2.059499e-02
[49,] 1.586441e-04 4.151226e-04 1.394451e-03 3.536544e-03 6.622951e-03
[50,] 1.648582e-04 6.095397e-05 1.474987e-04 4.951609e-04 1.260742e-03
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 9.200748e-43 4.290153e-46 1.476103e-49 3.747653e-53 7.020800e-57
 [2,] 2.878236e-39 1.826205e-42 8.550017e-46 2.953822e-49 7.529867e-53
 [3,] 5.329650e-36 4.601519e-39 2.931586e-42 1.378194e-45 4.780958e-49
 [4,] 5.842894e-33 6.865438e-36 5.953153e-39 3.809737e-42 1.799455e-45
 [5,] 3.799604e-30 6.083593e-33 7.194263e-36 6.287269e-39 4.064014e-42
 [6,] 1.491364e-27 3.290822e-30 5.402273e-33 6.626234e-36 6.109391e-39
 [7,] 4.074474e-25 1.341162e-27 3.401736e-30 6.700613e-33 1.028558e-35
 [8,] 1.408165e-22 7.984548e-25 3.472742e-27 1.147312e-29 2.854846e-32
 [9,] 7.521880e-20 6.465010e-22 4.129596e-24 1.955300e-26 6.851198e-29
[10,] 3.176998e-17 3.773658e-19 3.312193e-21 2.147094e-23 1.027622e-25
[11,] 8.262140e-15 1.336854e-16 1.597560e-18 1.409574e-20 9.181153e-23
[12,] 1.279118e-12 2.813692e-14 4.572052e-16 5.486258e-18 4.860468e-20
[13,] 1.175169e-10 3.511685e-12 7.755056e-14 1.265100e-15 1.524075e-17
[14,] 6.410274e-09 2.600056e-10 7.798778e-12 1.728826e-13 2.831215e-15
[15,] 2.078676e-07 1.143119e-08 4.653130e-10 1.400830e-11 3.117084e-13
[16,] 4.014497e-06 2.988445e-07 1.648898e-08 6.735427e-10 2.035092e-11
[17,] 4.629408e-05 4.654744e-06 3.475491e-07 1.923861e-08 7.885695e-10
[18,] 3.199012e-04 4.331403e-05 4.366337e-06 3.269618e-07 1.815652e-08
[19,] 1.331529e-03 2.417237e-04 3.279198e-05 3.313607e-06 2.488246e-07
[20,] 3.369113e-03 8.139599e-04 1.478560e-04 2.008950e-05 2.034519e-06
[21,] 5.304202e-03 1.674971e-03 4.033188e-04 7.323025e-05 9.960574e-06
[22,] 5.591869e-03 2.187015e-03 6.784797e-04 1.621853e-04 2.938283e-05
[23,] 4.755593e-03 2.036885e-03 7.489490e-04 2.250758e-04 5.304763e-05
[24,] 3.910254e-03 1.696741e-03 6.450742e-04 2.165136e-04 6.169041e-05
[25,] 2.753659e-03 1.356774e-03 5.372127e-04 1.808179e-04 5.397110e-05
[26,] 1.329388e-03 8.378465e-04 3.999000e-04 1.485823e-04 4.507875e-05
[27,] 3.964267e-04 3.343136e-04 2.094926e-04 9.829748e-05 3.512347e-05
[28,] 7.097787e-05 8.087060e-05 6.830907e-05 4.274371e-05 1.989717e-05
[29,] 1.170092e-05 1.197774e-05 1.337711e-05 1.131670e-05 7.088143e-06
[30,] 5.198232e-05 6.493993e-06 1.985407e-06 1.811428e-06 1.519174e-06
[31,] 3.756508e-04 5.480118e-05 6.030471e-06 6.464402e-07 2.227393e-07
[32,] 1.646072e-03 3.302432e-04 4.992456e-05 5.819106e-06 5.590549e-07
[33,] 4.543807e-03 1.282476e-03 2.851450e-04 5.203146e-05 8.231484e-06
[34,] 9.312666e-03 3.792907e-03 1.331264e-03 4.073296e-04 1.084842e-04
[35,] 1.920786e-02 1.061635e-02 5.659530e-03 2.693038e-03 1.077034e-03
[36,] 4.184423e-02 2.741585e-02 1.918552e-02 1.261136e-02 6.974696e-03
[37,] 7.619952e-02 5.531736e-02 4.501045e-02 3.770070e-02 2.774661e-02
[38,] 1.028002e-01 8.272795e-02 7.175070e-02 7.061263e-02 6.687800e-02
[39,] 1.004658e-01 9.310001e-02 8.301854e-02 8.618825e-02 9.866304e-02
[40,] 7.578693e-02 8.113126e-02 7.597419e-02 7.569116e-02 9.280533e-02
[41,] 5.889564e-02 6.547278e-02 6.232816e-02 5.659300e-02 6.214297e-02
[42,] 5.543168e-02 6.535115e-02 6.155179e-02 4.929365e-02 4.011316e-02
[43,] 4.411229e-02 6.442112e-02 7.140790e-02 6.071687e-02 4.172460e-02
[44,] 2.511896e-02 4.426666e-02 6.380966e-02 6.917081e-02 5.627010e-02
[45,] 1.747406e-02 2.122547e-02 3.632397e-02 5.210701e-02 5.615432e-02
[46,] 2.386936e-02 1.360508e-02 1.465496e-02 2.422040e-02 3.464903e-02
[47,] 2.842004e-02 1.622649e-02 8.695311e-03 8.271810e-03 1.309802e-02
[48,] 2.092264e-02 1.572845e-02 8.944000e-03 4.554782e-03 3.821768e-03
[49,] 9.152481e-03 9.335241e-03 7.041227e-03 3.995033e-03 1.952216e-03
[50,] 2.370627e-03 3.289382e-03 3.368532e-03 2.549696e-03 1.445432e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 9.705509e-61 9.900221e-65 7.451695e-69 4.138773e-73 1.696180e-77
 [2,] 1.416434e-56 1.966090e-60 2.013719e-64 1.521977e-68 8.488159e-73
 [3,] 1.223891e-52 2.312042e-56 3.223160e-60 3.316285e-64 2.518436e-68
 [4,] 6.274373e-49 1.615404e-52 3.072088e-56 4.318348e-60 4.490937e-64
 [5,] 1.945712e-45 6.914225e-49 1.829499e-52 3.621602e-56 5.398452e-60
 [6,] 4.268294e-42 2.281029e-45 9.412721e-49 3.020327e-52 7.552368e-56
 [7,] 1.227768e-38 1.131739e-41 7.980462e-45 4.264400e-48 1.712998e-51
 [8,] 5.315103e-35 7.369038e-38 7.583651e-41 5.780781e-44 3.259369e-47
 [9,] 1.774626e-31 3.395797e-34 4.798323e-37 5.005342e-40 3.853905e-43
[10,] 3.630574e-28 9.467177e-31 1.821943e-33 2.587582e-36 2.711957e-39
[11,] 4.413980e-25 1.566205e-27 4.101356e-30 7.925903e-33 1.130314e-35
[12,] 3.178695e-22 1.534402e-24 5.466588e-27 1.437325e-29 2.788927e-32
[13,] 1.355608e-19 8.901004e-22 4.313925e-24 1.543117e-26 4.073720e-29
[14,] 3.424173e-17 3.057737e-19 2.015744e-21 9.808643e-24 3.522753e-26
[15,] 5.124363e-15 6.221800e-17 5.577939e-19 3.691786e-21 1.803632e-23
[16,] 4.545401e-13 7.501080e-15 9.143001e-17 8.229166e-19 5.468183e-21
[17,] 2.391226e-11 5.360699e-13 8.880273e-15 1.086611e-16 9.818528e-19
[18,] 7.467426e-10 2.272460e-11 5.113278e-13 8.502549e-15 1.044417e-16
[19,] 1.386035e-08 5.719532e-10 1.746686e-11 3.944647e-13 6.584061e-15
[20,] 1.531840e-07 8.558608e-09 3.543349e-10 1.085875e-11 2.461218e-13
[21,] 1.010703e-06 7.629036e-08 4.274928e-09 1.775565e-10 5.460023e-12
[22,] 3.997662e-06 4.062814e-07 3.073849e-08 1.727276e-09 7.196725e-11
[23,] 9.559967e-06 1.299280e-06 1.321734e-07 1.002038e-08 5.645694e-10
[24,] 1.417032e-05 2.526570e-06 3.422047e-07 3.480996e-08 2.643195e-09
[25,] 1.416901e-05 3.113560e-06 5.441211e-07 7.313578e-08 7.425730e-09
[26,] 1.184457e-05 2.781811e-06 5.694504e-07 9.603030e-08 1.271422e-08
[27,] 9.883679e-06 2.313653e-06 4.774114e-07 8.825039e-08 1.402425e-08
[28,] 6.957726e-06 1.866492e-06 4.000308e-07 7.279905e-08 1.185152e-08
[29,] 3.290824e-06 1.138630e-06 2.972321e-07 6.009100e-08 9.875313e-09
[30,] 9.532096e-07 4.426972e-07 1.525451e-07 3.926878e-08 7.670073e-09
[31,] 1.662669e-07 1.038759e-07 4.831697e-08 1.664112e-08 4.258110e-09
[32,] 6.112057e-08 1.780911e-08 9.384148e-09 4.285732e-09 1.474346e-09
[33,] 1.173911e-06 1.501200e-07 1.706013e-08 2.041552e-09 3.991006e-10
[34,] 2.467745e-05 4.656316e-06 7.070830e-07 8.423524e-08 7.739909e-09
[35,] 3.512276e-04 9.189128e-05 1.901924e-05 3.067512e-06 3.798631e-07
[36,] 3.108168e-03 1.101267e-03 3.075239e-04 6.690889e-05 1.119384e-05
[37,] 1.662096e-02 7.923119e-03 2.977791e-03 8.732180e-04 1.972878e-04
[38,] 5.332623e-02 3.412807e-02 1.726228e-02 6.824629e-03 2.082691e-03
[39,] 1.027994e-01 8.803637e-02 5.994920e-02 3.197945e-02 1.318997e-02
[40,] 1.203124e-01 1.363385e-01 1.248651e-01 8.995544e-02 5.018993e-02
[41,] 8.839562e-02 1.277166e-01 1.562905e-01 1.520774e-01 1.148968e-01
[42,] 4.619815e-02 7.439257e-02 1.181804e-01 1.547447e-01 1.584006e-01
[43,] 2.854735e-02 3.157214e-02 5.539916e-02 9.513847e-02 1.316296e-01
[44,] 3.542289e-02 2.058602e-02 2.002465e-02 3.637332e-02 6.613691e-02
[45,] 4.500992e-02 2.727357e-02 1.421245e-02 1.167867e-02 2.082893e-02
[46,] 3.734487e-02 2.984448e-02 1.783535e-02 8.737162e-03 6.103093e-03
[47,] 1.868035e-02 2.017673e-02 1.614703e-02 9.614384e-03 4.554044e-03
[48,] 5.742756e-03 8.153387e-03 8.830136e-03 7.087648e-03 4.222158e-03
[49,] 1.447511e-03 2.041996e-03 2.879723e-03 3.127069e-03 2.518868e-03
[50,] 6.835011e-04 4.500623e-04 5.892159e-04 8.229684e-04 8.957965e-04
             [,46]        [,47]        [,48]        [,49]         [,50]
 [1,] 5.129567e-82 1.144689e-86 1.884872e-91 2.290302e-96 2.053521e-101
 [2,] 3.493384e-77 1.060983e-81 2.377975e-86 3.933702e-91  4.803058e-96
 [3,] 1.411943e-72 5.845463e-77 1.787782e-81 4.042309e-86  6.764136e-91
 [4,] 3.460795e-68 1.980811e-72 8.450026e-77 2.700620e-81  6.511487e-86
 [5,] 6.111007e-64 5.303988e-68 3.561826e-72 1.861864e-76  7.581720e-81
 [6,] 1.466588e-59 2.194530e-63 2.506076e-67 2.164109e-71  1.402534e-75
 [7,] 5.141443e-55 1.148088e-58 1.901742e-62 2.332312e-66  2.115157e-70
 [8,] 1.358109e-50 4.179750e-54 9.497665e-58 1.593095e-61  1.972258e-65
 [9,] 2.190002e-46 9.184162e-50 2.842222e-53 6.490710e-57  1.093792e-60
[10,] 2.097442e-42 1.197051e-45 5.041239e-49 1.566622e-52  3.592455e-56
[11,] 1.189512e-38 9.237524e-42 5.293534e-45 2.238411e-48  6.984495e-52
[12,] 3.993462e-35 4.219749e-38 3.290282e-41 1.893162e-44  8.037979e-48
[13,] 7.936527e-32 1.141055e-34 1.210601e-37 9.477864e-41  5.475567e-44
[14,] 9.337420e-29 1.826527e-31 2.636679e-34 2.808749e-37  2.207928e-40
[15,] 6.503793e-26 1.730877e-28 3.399517e-31 4.927274e-34  5.270150e-37
[16,] 2.682194e-23 9.710831e-26 2.594792e-28 5.116912e-31  7.446553e-34
[17,] 6.550206e-21 3.225810e-23 1.172584e-25 3.145857e-28  6.228708e-31
[18,] 9.474285e-19 6.345650e-21 3.137530e-23 1.145074e-25  3.084438e-28
[19,] 8.118743e-17 7.393667e-19 4.971657e-21 2.467978e-23  9.043271e-26
[20,] 4.123463e-15 5.104144e-17 4.666398e-19 3.150168e-21  1.569999e-23
[21,] 1.242018e-13 2.088615e-15 2.595209e-17 2.381859e-19  1.614264e-21
[22,] 2.220564e-12 5.069284e-14 8.556182e-16 1.067189e-17  9.832500e-20
[23,] 2.359486e-11 7.304550e-13 1.673422e-14 2.834860e-16  3.549208e-18
[24,] 1.492865e-10 6.257465e-12 1.943515e-13 4.467976e-15  7.596551e-17
[25,] 5.643041e-10 3.193842e-11 1.342430e-12 4.182701e-14  9.648663e-16
[26,] 1.284350e-09 9.754676e-11 5.529223e-12 2.329862e-13  7.281400e-15
[27,] 1.805825e-09 1.804414e-10 1.366305e-11 7.748258e-13  3.271651e-14
[28,] 1.720985e-09 2.111749e-10 2.066121e-11 1.552805e-12  8.793715e-14
[29,] 1.407687e-09 1.812554e-10 2.059360e-11 1.939805e-12  1.435567e-13
[30,] 1.174287e-09 1.491190e-10 1.676161e-11 1.706784e-12  1.508754e-13
[31,] 8.165960e-10 1.197075e-10 1.396262e-11 1.381436e-12  1.230487e-13
[32,] 3.765478e-10 7.159593e-11 1.024674e-11 1.131830e-12  1.013011e-13
[33,] 1.105266e-10 2.723203e-11 5.133913e-12 7.255186e-13  7.766510e-14
[34,] 5.516340e-10 3.391438e-11 2.652250e-12 3.298091e-13  4.272667e-14
[35,] 3.566871e-08 2.516317e-09 1.326816e-10 5.252052e-12  1.641875e-13
[36,] 1.422491e-06 1.359827e-07 9.711306e-09 5.157415e-10  2.030958e-11
[37,] 3.392212e-05 4.394334e-06 4.257334e-07 3.069431e-08  1.641569e-09
[38,] 4.845495e-04 8.505332e-05 1.117697e-05 1.093797e-06  7.943857e-08
[39,] 4.153581e-03 9.880083e-04 1.761015e-04 2.338904e-05  2.306342e-06
[40,] 2.140474e-02 6.901718e-03 1.668654e-03 3.007697e-04  4.026326e-05
[41,] 6.641458e-02 2.904213e-02 9.526750e-03 2.330549e-03  4.235232e-04
[42,] 1.242128e-01 7.371026e-02 3.281810e-02 1.089809e-02  2.688658e-03
[43,] 1.401128e-01 1.129130e-01 6.826670e-02 3.078181e-02  1.031123e-02
[44,] 9.534780e-02 1.043929e-01 8.575140e-02 5.252110e-02  2.389376e-02
[45,] 3.925525e-02 5.822799e-02 6.499867e-02 5.409654e-02  3.343368e-02
[46,] 1.024764e-02 1.965396e-02 2.970061e-02 3.359038e-02  2.821121e-02
[47,] 2.774293e-03 4.267607e-03 8.212191e-03 1.255627e-02  1.432836e-02
[48,] 1.962847e-03 1.071081e-03 1.486276e-03 2.839808e-03  4.373443e-03
[49,] 1.503785e-03 6.916185e-04 3.456012e-04 4.291475e-04  8.077502e-04
[50,] 7.242492e-04 4.336566e-04 1.981996e-04 9.226983e-05  1.021431e-04

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

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
   -109.941        1.465  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1pip21229604305.ps tmp/1pip21229604305.png")
> system("convert tmp/244qj1229604305.ps tmp/244qj1229604305.png")
> system("convert tmp/3ov3c1229604305.ps tmp/3ov3c1229604305.png")
> system("convert tmp/4cfvq1229604305.ps tmp/4cfvq1229604305.png")
> system("convert tmp/5ptmn1229604305.ps tmp/5ptmn1229604305.png")
> system("convert tmp/6pmd71229604305.ps tmp/6pmd71229604305.png")
> system("convert tmp/7l6m41229604305.ps tmp/7l6m41229604305.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.178   1.387   3.926