R version 2.9.0 (2009-04-17)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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Type 'demo()' for some demos, 'help()' for on-line help, or
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> z <- c(14.3,14.2,15.9,15.3,15.5,15.1,15,12.1,15.8,16.9,15.1,13.7,14.8,14.7,16,15.4,15,15.5,15.1,11.7,16.3,16.7,15,14.9,14.6,15.3,17.9,16.4,15.4,17.9,15.9,13.9,17.8,17.9,17.4,16.7,16,16.6,19.1,17.8,17.2,18.6,16.3,15.1,19.2,17.7,19.1,18,17.5,17.8,21.1,17.2,19.4,19.8,17.6,16.2,19.5,19.9,20,17.3)
> y <- c(15.89,16.93,20.28,22.52,23.51,22.59,23.51,24.76,26.08,25.29,23.38,25.29,28.42,31.85,30.1,25.45,24.95,26.84,27.52,27.94,25.23,26.53,27.21,28.53,30.35,31.21,32.86,33.2,35.73,34.53,36.54,40.1,40.56,46.14,42.85,38.22,40.18,42.19,47.56,47.26,44.03,49.83,53.35,58.9,59.64,56.99,53.2,53.24,57.85,55.69,55.64,62.52,64.4,64.65,67.71,67.21,59.37,53.26,52.42,55.03)
> x <- c(113,110,107,103,98,98,137,148,147,139,130,128,127,123,118,114,108,111,151,159,158,148,138,137,136,133,126,120,114,116,153,162,161,149,139,135,130,127,122,117,112,113,149,157,157,147,137,132,125,123,117,114,111,112,144,150,149,134,123,116)
> par7 = 'Buitenlandse handel van België'
> par6 = 'Prijs ruwe aardolie'
> par5 = 'Werkloosheid tot 25 jaar'
> 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 2.23 loaded
Copyright M. P. Wand 1997-2009

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/1vogt1261048206.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/21f8j1261048206.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/3uz1r1261048206.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/4mi9o1261048206.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/5x04l1261048206.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  
    19.7538       0.1510  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6uma51261048206.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]  8.975198 10.314986 11.654774 12.994562 14.334350 15.674137 17.013925
 [8] 18.353713 19.693501 21.033289 22.373077 23.712864 25.052652 26.392440
[15] 27.732228 29.072016 30.411803 31.751591 33.091379 34.431167 35.770955
[22] 37.110743 38.450530 39.790318 41.130106 42.469894 43.809682 45.149470
[29] 46.489257 47.829045 49.168833 50.508621 51.848409 53.188197 54.527984
[36] 55.867772 57.207560 58.547348 59.887136 61.226923 62.566711 63.906499
[43] 65.246287 66.586075 67.925863 69.265650 70.605438 71.945226 73.285014
[50] 74.624802

$yords
 [1] 10.55392 10.79254 11.03115 11.26977 11.50838 11.74700 11.98561 12.22423
 [9] 12.46285 12.70146 12.94008 13.17869 13.41731 13.65592 13.89454 14.13315
[17] 14.37177 14.61038 14.84900 15.08762 15.32623 15.56485 15.80346 16.04208
[25] 16.28069 16.51931 16.75792 16.99654 17.23515 17.47377 17.71238 17.95100
[33] 18.18962 18.42823 18.66685 18.90546 19.14408 19.38269 19.62131 19.85992
[41] 20.09854 20.33715 20.57577 20.81439 21.05300 21.29162 21.53023 21.76885
[49] 22.00746 22.24608

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.181973e-04 3.377762e-04 2.884896e-04 3.293359e-04 5.711446e-04
 [2,] 1.194073e-03 1.018142e-03 8.201463e-04 7.468214e-04 9.151407e-04
 [3,] 2.954946e-03 2.744431e-03 2.264095e-03 1.863285e-03 1.837370e-03
 [4,] 6.323818e-03 6.466797e-03 5.712848e-03 4.634935e-03 4.000680e-03
 [5,] 1.178005e-02 1.323124e-02 1.276089e-02 1.081955e-02 8.823091e-03
 [6,] 1.936900e-02 2.360403e-02 2.490817e-02 2.275781e-02 1.876840e-02
 [7,] 2.866033e-02 3.718553e-02 4.251228e-02 4.223566e-02 3.681450e-02
 [8,] 3.890725e-02 5.271536e-02 6.414174e-02 6.885719e-02 6.462370e-02
 [9,] 4.895197e-02 6.854650e-02 8.709997e-02 9.942776e-02 1.003824e-01
[10,] 5.679912e-02 8.260960e-02 1.084785e-01 1.292944e-01 1.385649e-01
[11,] 5.973872e-02 9.184565e-02 1.252277e-01 1.542267e-01 1.724793e-01
[12,] 5.577480e-02 9.261105e-02 1.334161e-01 1.705530e-01 1.970431e-01
[13,] 4.541223e-02 8.293975e-02 1.289860e-01 1.741491e-01 2.087918e-01
[14,] 3.184606e-02 6.480286e-02 1.108208e-01 1.614743e-01 2.044293e-01
[15,] 1.908542e-02 4.362168e-02 8.310715e-02 1.331474e-01 1.819279e-01
[16,] 9.730265e-03 2.509974e-02 5.371541e-02 9.589110e-02 1.441265e-01
[17,] 4.209244e-03 1.228838e-02 2.968702e-02 5.955697e-02 9.983128e-02
[18,] 1.542859e-03 5.105761e-03 1.396526e-02 3.165052e-02 5.970586e-02
[19,] 4.788156e-04 1.797924e-03 5.577787e-03 1.432830e-02 3.059856e-02
[20,] 1.257693e-04 5.362139e-04 1.889172e-03 5.513181e-03 1.338413e-02
[21,] 2.795795e-05 1.354154e-04 5.423651e-04 1.801548e-03 4.988958e-03
[22,] 5.261434e-06 2.896612e-05 1.320211e-04 5.000817e-04 1.585076e-03
[23,] 8.404152e-07 5.260213e-06 2.730633e-05 1.181780e-04 4.302690e-04
[24,] 1.161401e-07 8.242308e-07 4.865887e-06 2.406208e-05 1.008429e-04
[25,] 1.581698e-08 1.244908e-07 8.198784e-07 4.557353e-06 2.169195e-05
[26,] 3.468361e-09 2.856418e-08 1.971189e-07 1.150490e-06 5.771634e-06
[27,] 1.526534e-09 1.345306e-08 9.822025e-08 5.964698e-07 3.037246e-06
[28,] 7.793271e-10 7.698308e-09 6.272683e-08 4.219477e-07 2.347425e-06
[29,] 3.545227e-10 3.968138e-09 3.660749e-08 2.783939e-07 1.745824e-06
[30,] 1.373571e-10 1.744858e-09 1.826644e-08 1.575959e-07 1.120623e-06
[31,] 4.505371e-11 6.496944e-10 7.720850e-09 7.561381e-08 6.102705e-07
[32,] 1.250180e-11 2.046653e-10 2.761178e-09 3.069902e-08 2.812784e-07
[33,] 2.934830e-12 5.454619e-11 8.354662e-10 1.054576e-08 1.097016e-07
[34,] 5.829524e-13 1.230123e-11 2.139212e-10 3.065854e-09 3.621128e-08
[35,] 9.800408e-14 2.348174e-12 4.636792e-11 7.545876e-10 1.012069e-08
[36,] 1.395103e-14 3.795953e-13 8.512439e-12 1.573298e-10 2.396613e-09
[37,] 1.682736e-15 5.200541e-14 1.324727e-12 2.781366e-11 4.813404e-10
[38,] 1.721602e-16 6.045341e-15 1.749829e-13 4.175123e-12 8.212123e-11
[39,] 1.496440e-17 5.973273e-16 1.965685e-14 5.333131e-13 1.192991e-11
[40,] 1.107787e-18 5.030205e-17 1.883451e-15 5.815515e-14 1.480864e-12
[41,] 7.009426e-20 3.624410e-18 1.545819e-16 5.438537e-15 1.578501e-13
[42,] 3.810165e-21 2.246677e-19 1.093130e-17 4.389164e-16 1.454509e-14
[43,] 1.791370e-22 1.206725e-20 6.710689e-19 3.081132e-17 1.168119e-15
[44,] 7.345143e-24 5.664216e-22 3.607628e-20 1.897974e-18 8.248711e-17
[45,] 2.649800e-25 2.343742e-23 1.712827e-21 1.034310e-19 5.161093e-18
[46,] 8.473776e-27 8.607944e-25 7.226018e-23 5.012737e-21 2.873555e-19
[47,] 2.411688e-28 2.814321e-26 2.713645e-24 2.161881e-22 1.422908e-20
[48,] 6.102975e-30 8.173838e-28 9.042438e-26 8.261816e-24 6.233748e-22
[49,] 1.365694e-31 2.095610e-29 2.654845e-27 2.776454e-25 2.396714e-23
[50,] 2.680293e-33 4.702383e-31 6.808018e-29 8.132919e-27 8.015921e-25
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.387499e-03 3.804951e-03 9.830667e-03 2.201832e-02 4.155546e-02
 [2,] 1.565976e-03 3.534635e-03 8.945716e-03 2.147545e-02 4.490096e-02
 [3,] 2.372917e-03 3.947019e-03 8.266642e-03 1.930661e-02 4.304017e-02
 [4,] 4.289713e-03 5.720319e-03 9.179193e-03 1.788609e-02 3.859358e-02
 [5,] 8.179495e-03 9.463587e-03 1.280441e-02 1.980790e-02 3.612898e-02
 [6,] 1.579963e-02 1.597839e-02 1.963809e-02 2.665355e-02 3.993532e-02
 [7,] 3.010130e-02 2.691935e-02 2.980420e-02 3.822761e-02 5.179385e-02
 [8,] 5.432651e-02 4.518905e-02 4.403318e-02 5.293907e-02 6.981210e-02
 [9,] 8.948825e-02 7.377014e-02 6.443619e-02 6.950527e-02 8.933338e-02
[10,] 1.319083e-01 1.127066e-01 9.336810e-02 8.860360e-02 1.060326e-01
[11,] 1.737439e-01 1.566461e-01 1.301805e-01 1.121252e-01 1.190140e-01
[12,] 2.068890e-01 1.963013e-01 1.689152e-01 1.398128e-01 1.306241e-01
[13,] 2.263965e-01 2.234307e-01 2.004562e-01 1.668822e-01 1.427193e-01
[14,] 2.300394e-01 2.343673e-01 2.179107e-01 1.862162e-01 1.536228e-01
[15,] 2.162653e-01 2.288413e-01 2.196391e-01 1.933386e-01 1.595806e-01
[16,] 1.850941e-01 2.073185e-01 2.072676e-01 1.885696e-01 1.587567e-01
[17,] 1.412798e-01 1.715419e-01 1.826188e-01 1.744615e-01 1.525203e-01
[18,] 9.448644e-02 1.270641e-01 1.479727e-01 1.527222e-01 1.427452e-01
[19,] 5.470513e-02 8.284271e-02 1.081585e-01 1.245269e-01 1.292058e-01
[20,] 2.723314e-02 4.702418e-02 7.019351e-02 9.267867e-02 1.104638e-01
[21,] 1.162305e-02 2.311516e-02 4.005589e-02 6.189748e-02 8.673689e-02
[22,] 4.252576e-03 9.827594e-03 2.000970e-02 3.667552e-02 6.112863e-02
[23,] 1.337146e-03 3.620580e-03 8.742011e-03 1.914278e-02 3.805406e-02
[24,] 3.646238e-04 1.163690e-03 3.348556e-03 8.768139e-03 2.071350e-02
[25,] 9.028241e-05 3.365334e-04 1.143155e-03 3.540172e-03 9.827026e-03
[26,] 2.551221e-05 1.023920e-04 3.815949e-04 1.320450e-03 4.146012e-03
[27,] 1.317189e-05 5.000237e-05 1.727924e-04 5.640478e-04 1.755657e-03
[28,] 1.084251e-05 4.191971e-05 1.379126e-04 3.977802e-04 1.050560e-03
[29,] 9.034608e-06 3.864438e-05 1.371083e-04 4.065674e-04 1.023389e-03
[30,] 6.568329e-06 3.174386e-05 1.265782e-04 4.170465e-04 1.139019e-03
[31,] 4.059195e-06 2.225244e-05 1.005513e-04 3.746159e-04 1.151415e-03
[32,] 2.123895e-06 1.321660e-05 6.778084e-05 2.864951e-04 9.981567e-04
[33,] 9.404505e-07 6.644309e-06 3.868640e-05 1.856382e-04 7.341557e-04
[34,] 3.524793e-07 2.827638e-06 1.869468e-05 1.018640e-04 4.574435e-04
[35,] 1.118724e-07 1.019185e-06 7.652536e-06 4.735718e-05 2.415465e-04
[36,] 3.008991e-08 3.113773e-07 2.655853e-06 1.867158e-05 1.082000e-04
[37,] 6.866237e-09 8.073622e-08 7.825518e-07 6.252674e-06 4.118518e-05
[38,] 1.331584e-09 1.780021e-08 1.961745e-07 1.782544e-06 1.335485e-05
[39,] 2.200392e-10 3.346529e-09 4.197067e-08 4.340917e-07 3.702806e-06
[40,] 3.110039e-11 5.387316e-10 7.697852e-09 9.073904e-08 8.824404e-07
[41,] 3.779956e-12 7.468781e-11 1.217804e-09 1.638760e-08 1.820164e-07
[42,] 3.978537e-13 8.983602e-12 1.674738e-10 2.577872e-09 3.276743e-08
[43,] 3.657168e-14 9.456517e-13 2.019717e-11 3.563401e-10 5.193888e-09
[44,] 2.961739e-15 8.786284e-14 2.153721e-12 4.362362e-11 7.301605e-10
[45,] 2.128143e-16 7.251636e-15 2.041966e-13 4.751522e-12 9.136436e-11
[46,] 1.361190e-17 5.327856e-16 1.723037e-14 4.603775e-13 1.016190e-11
[47,] 7.736625e-19 3.474678e-17 1.288909e-15 3.948468e-14 9.988164e-13
[48,] 3.883816e-20 1.997814e-18 8.483777e-17 2.973808e-15 8.603559e-14
[49,] 1.707532e-21 1.003928e-19 4.870493e-18 1.949563e-16 6.438062e-15
[50,] 6.517810e-23 4.371733e-21 2.418654e-19 1.103643e-17 4.153247e-16
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.553779e-02 8.622796e-02 9.477534e-02 8.744934e-02 6.855072e-02
 [2,] 7.931106e-02 1.172931e-01 1.450393e-01 1.503819e-01 1.318371e-01
 [3,] 8.399182e-02 1.389365e-01 1.929719e-01 2.248943e-01 2.210469e-01
 [4,] 7.986797e-02 1.454667e-01 2.255486e-01 2.948472e-01 3.251276e-01
 [5,] 7.221236e-02 1.387349e-01 2.358631e-01 3.432187e-01 4.234652e-01
 [6,] 6.875897e-02 1.277886e-01 2.280632e-01 3.620688e-01 4.952109e-01
 [7,] 7.573545e-02 1.241622e-01 2.154809e-01 3.576783e-01 5.306694e-01
 [8,] 9.443470e-02 1.357600e-01 2.133191e-01 3.469889e-01 5.365932e-01
 [9,] 1.199184e-01 1.623022e-01 2.303487e-01 3.478918e-01 5.316789e-01
[10,] 1.431520e-01 1.944722e-01 2.635883e-01 3.690483e-01 5.352193e-01
[11,] 1.562642e-01 2.181256e-01 2.986237e-01 4.042438e-01 5.553692e-01
[12,] 1.574386e-01 2.222722e-01 3.165722e-01 4.344563e-01 5.833815e-01
[13,] 1.510343e-01 2.056033e-01 3.047961e-01 4.377549e-01 5.975703e-01
[14,] 1.428613e-01 1.762325e-01 2.643307e-01 4.020642e-01 5.756540e-01
[15,] 1.357734e-01 1.452640e-01 2.083883e-01 3.324127e-01 5.083825e-01
[16,] 1.298408e-01 1.205734e-01 1.537955e-01 2.475976e-01 4.056300e-01
[17,] 1.252312e-01 1.055929e-01 1.129804e-01 1.696051e-01 2.912003e-01
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[37,] 2.168566e-01 1.664603e-01 1.127029e-01 6.553788e-02 3.215477e-02
[38,] 1.975261e-01 1.661647e-01 1.249447e-01 8.144223e-02 4.504521e-02
[39,] 1.557517e-01 1.421868e-01 1.180415e-01 8.594698e-02 5.348460e-02
[40,] 1.078005e-01 1.048896e-01 9.528727e-02 7.712865e-02 5.386218e-02
[41,] 6.791292e-02 6.756521e-02 6.603666e-02 5.897814e-02 4.605054e-02
[42,] 4.274757e-02 3.938057e-02 3.973575e-02 3.857540e-02 3.347640e-02
[43,] 3.173009e-02 2.292535e-02 2.146520e-02 2.178713e-02 2.075259e-02
[44,] 3.049556e-02 1.610837e-02 1.151703e-02 1.095128e-02 1.105615e-02
[45,] 3.395795e-02 1.522822e-02 7.589292e-03 5.412492e-03 5.197715e-03
[46,] 3.776038e-02 1.689525e-02 7.000512e-03 3.316891e-03 2.371439e-03
[47,] 3.878473e-02 1.859361e-02 7.697714e-03 2.958443e-03 1.342872e-03
[48,] 3.558439e-02 1.872845e-02 8.349538e-03 3.205485e-03 1.147362e-03
[49,] 2.867638e-02 1.672338e-02 8.219401e-03 3.412667e-03 1.217577e-03
[50,] 2.009168e-02 1.304045e-02 7.124201e-03 3.272978e-03 1.267239e-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  
   12.86901      0.09258  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7rt081261048206.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]  86.44516  88.22291  90.00066  91.77841  93.55616  95.33391  97.11165
 [8]  98.88940 100.66715 102.44490 104.22265 106.00040 107.77814 109.55589
[15] 111.33364 113.11139 114.88914 116.66689 118.44464 120.22238 122.00013
[22] 123.77788 125.55563 127.33338 129.11113 130.88887 132.66662 134.44437
[29] 136.22212 137.99987 139.77762 141.55536 143.33311 145.11086 146.88861
[36] 148.66636 150.44411 152.22186 153.99960 155.77735 157.55510 159.33285
[43] 161.11060 162.88835 164.66609 166.44384 168.22159 169.99934 171.77709
[50] 173.55484

$yords
 [1] 10.55392 10.79254 11.03115 11.26977 11.50838 11.74700 11.98561 12.22423
 [9] 12.46285 12.70146 12.94008 13.17869 13.41731 13.65592 13.89454 14.13315
[17] 14.37177 14.61038 14.84900 15.08762 15.32623 15.56485 15.80346 16.04208
[25] 16.28069 16.51931 16.75792 16.99654 17.23515 17.47377 17.71238 17.95100
[33] 18.18962 18.42823 18.66685 18.90546 19.14408 19.38269 19.62131 19.85992
[41] 20.09854 20.33715 20.57577 20.81439 21.05300 21.29162 21.53023 21.76885
[49] 22.00746 22.24608

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.726223e-09 8.520272e-09 3.859655e-08 1.609950e-07 6.205941e-07
 [2,] 3.767406e-09 1.829479e-08 8.131800e-08 3.317976e-07 1.246952e-06
 [3,] 7.857949e-09 3.762959e-08 1.645781e-07 6.590003e-07 2.423014e-06
 [4,] 1.563665e-08 7.397569e-08 3.190863e-07 1.257343e-06 4.537410e-06
 [5,] 2.964966e-08 1.387667e-07 5.913650e-07 2.298320e-06 8.162756e-06
 [6,] 5.353337e-08 2.481067e-07 1.046013e-06 4.016592e-06 1.407066e-05
 [7,] 9.201541e-08 4.225749e-07 1.764146e-06 6.701547e-06 2.319511e-05
 [8,] 1.506157e-07 6.856226e-07 2.835920e-06 1.066661e-05 3.652058e-05
 [9,] 2.350178e-07 1.060433e-06 4.346691e-06 1.619504e-05 5.489253e-05
[10,] 3.502873e-07 1.565992e-06 6.359804e-06 2.347329e-05 7.878822e-05
[11,] 5.004110e-07 2.214344e-06 8.903584e-06 3.253892e-05 1.081353e-04
[12,] 6.889398e-07 3.012083e-06 1.197385e-05 4.328168e-05 1.423002e-04
[13,] 9.216964e-07 3.969477e-06 1.556341e-05 5.553467e-05 1.803558e-04
[14,] 1.212568e-06 5.119678e-06 1.972443e-05 6.926925e-05 2.216592e-04
[15,] 1.593717e-06 6.549211e-06 2.465999e-05 8.486679e-05 2.666312e-04
[16,] 2.133283e-06 8.441930e-06 3.083427e-05 1.034019e-04 3.174955e-04
[17,] 2.969165e-06 1.114779e-05 3.910183e-05 1.268735e-04 3.786911e-04
[18,] 4.380163e-06 1.531285e-05 5.090261e-05 1.584030e-04 4.568368e-04
[19,] 6.939285e-06 2.215509e-05 6.866561e-05 2.026164e-04 5.605336e-04
[20,] 1.182944e-05 3.404286e-05 9.670722e-05 2.667098e-04 7.008906e-04
[21,] 2.144230e-05 5.561076e-05 1.430577e-04 3.629842e-04 8.942141e-04
[22,] 4.040606e-05 9.568724e-05 2.227072e-04 5.137198e-04 1.168440e-03
[23,] 7.715882e-05 1.702303e-04 3.625857e-04 7.588977e-04 1.574197e-03
[24,] 1.460508e-04 3.061789e-04 6.080227e-04 1.166234e-03 2.199543e-03
[25,] 2.696885e-04 5.455816e-04 1.029420e-03 1.841257e-03 3.184616e-03
[26,] 4.808545e-04 9.486345e-04 1.726602e-03 2.933117e-03 4.729381e-03
[27,] 8.229819e-04 1.593636e-03 2.827326e-03 4.630460e-03 7.085984e-03
[28,] 1.348089e-03 2.571834e-03 4.476583e-03 7.142293e-03 1.052873e-02
[29,] 2.111516e-03 3.976136e-03 6.815333e-03 1.066240e-02 1.530068e-02
[30,] 3.163853e-03 5.884776e-03 9.951194e-03 1.532228e-02 2.154547e-02
[31,] 4.541729e-03 8.343583e-03 1.392809e-02 2.114468e-02 2.924305e-02
[32,] 6.260001e-03 1.135209e-02 1.870449e-02 2.801336e-02 3.817242e-02
[33,] 8.307452e-03 1.485789e-02 2.414817e-02 3.567190e-02 4.791911e-02
[34,] 1.064626e-02 1.876008e-02 3.004904e-02 4.375328e-02 5.792918e-02
[35,] 1.321303e-02 2.291764e-02 3.614284e-02 5.182862e-02 6.759151e-02
[36,] 1.591781e-02 2.715583e-02 4.213295e-02 5.945401e-02 7.631706e-02
[37,] 1.863907e-02 3.126550e-02 4.770022e-02 6.619732e-02 8.358707e-02
[38,] 2.121681e-02 3.499721e-02 5.250072e-02 7.164176e-02 8.896228e-02
[39,] 2.345104e-02 3.806050e-02 5.616497e-02 7.538205e-02 9.207094e-02
[40,] 2.511469e-02 4.014200e-02 5.831806e-02 7.703949e-02 9.260867e-02
[41,] 2.598605e-02 4.095046e-02 5.863314e-02 7.631411e-02 9.037594e-02
[42,] 2.589665e-02 4.028309e-02 5.691182e-02 7.306856e-02 8.535155e-02
[43,] 2.478060e-02 3.809249e-02 5.316438e-02 6.741266e-02 7.776992e-02
[44,] 2.270628e-02 3.452664e-02 4.765382e-02 5.974529e-02 6.815575e-02
[45,] 1.987576e-02 2.992106e-02 4.087687e-02 5.072279e-02 5.728251e-02
[46,] 1.658860e-02 2.474017e-02 3.348014e-02 4.115285e-02 4.605424e-02
[47,] 1.318082e-02 1.948536e-02 2.613602e-02 3.184511e-02 3.534547e-02
[48,] 9.958870e-03 1.459924e-02 1.941850e-02 2.346700e-02 2.585167e-02
[49,] 7.148651e-03 1.039532e-02 1.371644e-02 1.644848e-02 1.799596e-02
[50,] 4.871837e-03 7.029221e-03 9.203621e-03 1.095610e-02 1.191172e-02
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.218692e-06 7.379974e-06 2.289081e-05 6.627308e-05 0.0001790132
 [2,] 4.332290e-06 1.396631e-05 4.191382e-05 1.173692e-04 0.0003069787
 [3,] 8.208922e-06 2.572313e-05 7.483771e-05 2.028287e-04 0.0005133135
 [4,] 1.504180e-05 4.597087e-05 1.300348e-04 3.417679e-04 0.0008375021
 [5,] 2.656210e-05 7.944587e-05 2.192206e-04 5.603492e-04 0.0013321649
 [6,] 4.506524e-05 1.323203e-04 3.573760e-04 8.913231e-04 0.0020615677
 [7,] 7.327584e-05 2.117700e-04 5.615320e-04 1.371010e-03 0.0030949826
 [8,] 1.139844e-04 3.249198e-04 8.480296e-04 2.032928e-03 0.0044934521
 [9,] 1.694543e-04 4.771803e-04 1.228336e-03 2.898361e-03 0.0062907281
[10,] 2.407179e-04 6.703146e-04 1.704292e-03 3.965887e-03 0.0084726565
[11,] 3.270221e-04 9.009388e-04 2.264514e-03 5.203727e-03 0.0109627349
[12,] 4.257725e-04 1.160369e-03 2.884123e-03 6.549571e-03 0.0136229670
[13,] 5.332782e-04 1.436572e-03 3.529511e-03 7.921377e-03 0.0162763816
[14,] 6.463557e-04 1.718298e-03 4.168193e-03 9.238935e-03 0.0187502312
[15,] 7.644488e-04 2.000464e-03 4.781398e-03 1.045090e-02 0.0209289182
[16,] 8.915270e-04 2.288812e-03 5.374775e-03 1.155736e-02 0.0227974595
[17,] 1.036872e-03 2.601538e-03 5.981846e-03 1.261698e-02 0.0244548388
[18,] 1.214202e-03 2.966312e-03 6.656654e-03 1.373148e-02 0.0260846782
[19,] 1.439482e-03 3.413148e-03 7.456283e-03 1.500904e-02 0.0278869683
[20,] 1.729055e-03 3.966249e-03 8.419480e-03 1.651877e-02 0.0299929330
[21,] 2.100817e-03 4.640194e-03 9.551737e-03 1.825539e-02 0.0323970007
[22,] 2.581445e-03 5.446183e-03 1.082766e-02 2.013365e-02 0.0349382342
[23,] 3.221311e-03 6.411539e-03 1.221651e-02 2.202259e-02 0.0373469268
[24,] 4.115592e-03 7.610190e-03 1.372740e-02 2.381364e-02 0.0393458909
[25,] 5.425612e-03 9.194847e-03 1.545960e-02 2.549970e-02 0.0407709909
[26,] 7.390147e-03 1.141574e-02 1.763562e-02 2.723245e-02 0.0416632491
[27,] 1.031464e-02 1.460929e-02 2.059444e-02 2.932682e-02 0.0422916286
[28,] 1.452940e-02 1.914582e-02 2.473196e-02 3.219809e-02 0.0430901363
[29,] 2.031686e-02 2.533843e-02 3.039391e-02 3.624122e-02 0.0445255380
[30,] 2.782155e-02 3.333271e-02 3.774791e-02 4.168735e-02 0.0469400514
[31,] 3.696883e-02 4.301127e-02 4.667663e-02 4.848699e-02 0.0504252119
[32,] 4.742348e-02 5.395111e-02 5.673510e-02 5.626589e-02 0.0547735418
[33,] 5.861026e-02 6.545866e-02 6.719747e-02 6.437678e-02 0.0595265002
[34,] 6.979667e-02 7.667995e-02 7.718636e-02 7.203480e-02 0.0641007887
[35,] 8.021220e-02 8.675218e-02 8.584418e-02 7.849103e-02 0.0679450057
[36,] 8.916158e-02 9.494436e-02 9.248738e-02 8.318273e-02 0.0706678716
[37,] 9.609382e-02 1.007405e-01 9.669278e-02 8.581000e-02 0.0720933640
[38,] 1.006139e-01 1.038486e-01 9.829742e-02 8.632235e-02 0.0722315222
[39,] 1.024564e-01 1.041549e-01 9.733421e-02 8.483900e-02 0.0711909011
[40,] 1.014609e-01 1.016709e-01 9.395163e-02 8.155277e-02 0.0690819197
[41,] 9.758239e-02 9.651050e-02 8.836387e-02 7.666603e-02 0.0659587559
[42,] 9.094206e-02 8.891296e-02 8.084989e-02 7.038159e-02 0.0618230779
[43,] 8.188812e-02 7.928544e-02 7.178485e-02 6.293688e-02 0.0566797352
[44,] 7.102193e-02 6.822427e-02 6.166566e-02 5.464672e-02 0.0506095295
[45,] 5.915420e-02 5.648005e-02 5.109675e-02 4.591877e-02 0.0438191557
[46,] 4.719011e-02 4.486242e-02 4.072605e-02 3.722465e-02 0.0366427126
[47,] 3.597726e-02 3.411217e-02 3.114974e-02 2.903467e-02 0.0294936367
[48,] 2.616677e-02 2.478486e-02 2.282044e-02 2.174185e-02 0.0227871473
[49,] 1.813138e-02 1.718384e-02 1.599073e-02 1.560352e-02 0.0168627499
[50,] 1.195746e-02 1.135760e-02 1.070657e-02 1.071819e-02 0.0119317999
             [,11]       [,12]       [,13]       [,14]      [,15]      [,16]
 [1,] 0.0004503565 0.001052494 0.002278066 0.004552988 0.00837999 0.01417228
 [2,] 0.0007495818 0.001705773 0.003607948 0.007071407 0.01280385 0.02135942
 [3,] 0.0012142733 0.002683555 0.005530547 0.010599887 0.01883449 0.03093109
 [4,] 0.0019180735 0.004109486 0.008231767 0.015386413 0.02676031 0.04316920
 [5,] 0.0029559342 0.006136272 0.011927930 0.021694763 0.03684397 0.05825399
 [6,] 0.0044404000 0.008938052 0.016852632 0.029785637 0.04930072 0.07624724
 [7,] 0.0064886980 0.012688325 0.023223962 0.039875509 0.06425762 0.09706752
 [8,] 0.0091982337 0.017519760 0.031186761 0.052065442 0.08168175 0.12043908
 [9,] 0.0126121976 0.023469022 0.040734524 0.066245002 0.10128033 0.14580982
[10,] 0.0166833133 0.030420056 0.051630954 0.081997185 0.12240139 0.17226429
[11,] 0.0212497725 0.038068864 0.063365042 0.098549177 0.14398809 0.19848851
[12,] 0.0260394380 0.045935392 0.075176743 0.114817738 0.16464604 0.22285348
[13,] 0.0307128535 0.053438277 0.086174569 0.129575896 0.18285505 0.24365540
[14,] 0.0349421037 0.060025722 0.095532593 0.141721432 0.19730031 0.25948545
[15,] 0.0385051107 0.065327985 0.102713991 0.150574065 0.20723149 0.26962713
[16,] 0.0413614354 0.069276848 0.107641098 0.156094437 0.21271963 0.27433459
[17,] 0.0436745602 0.072138060 0.110735987 0.158927151 0.21469558 0.27486304
[18,] 0.0457608566 0.074428757 0.112795985 0.160226602 0.21472535 0.27320358
[19,] 0.0479735043 0.076736093 0.114732108 0.161308031 0.21457872 0.27158738
[20,] 0.0505592722 0.079497135 0.117257703 0.163239814 0.21573185 0.27191544
[21,] 0.0535433305 0.082822561 0.120640775 0.166520461 0.21897135 0.27529534
[22,] 0.0566919722 0.086434748 0.124611695 0.170950064 0.22422215 0.28181521
[23,] 0.0595751081 0.089747439 0.128456470 0.175726745 0.23062921 0.29058748
[24,] 0.0617103813 0.092057536 0.131252304 0.179711461 0.23682857 0.30000029
[25,] 0.0627360828 0.092775302 0.132150614 0.181750322 0.24129111 0.30806852
[26,] 0.0625468218 0.091607338 0.130605494 0.180944016 0.24263154 0.31278964
[27,] 0.0613399916 0.088630938 0.126481476 0.176800209 0.23982611 0.31245650
[28,] 0.0595566944 0.084246095 0.120032313 0.169267006 0.23233992 0.30592053
[29,] 0.0577418242 0.079039191 0.111792058 0.158688901 0.22019243 0.29280461
[30,] 0.0563775200 0.073619977 0.102440184 0.145734216 0.20398068 0.27363903
[31,] 0.0557508057 0.068492140 0.092691028 0.131321079 0.18485058 0.24986655
[32,] 0.0558992072 0.063993185 0.083228158 0.116540252 0.16438881 0.22366733
[33,] 0.0566456782 0.060305594 0.074675268 0.102558331 0.14441844 0.19760125
[34,] 0.0576995894 0.057512964 0.067579958 0.090491128 0.12671758 0.17413449
[35,] 0.0587769711 0.055661397 0.062387600 0.081255547 0.11271721 0.15516894
[36,] 0.0596892399 0.054790363 0.059394053 0.075425168 0.10325090 0.14169976
[37,] 0.0603664517 0.054915098 0.058681128 0.073120304 0.09841564 0.13368331
[38,] 0.0608119422 0.055967652 0.060052712 0.073958706 0.09757068 0.13012991
[39,] 0.0610167128 0.057726278 0.062998774 0.077083443 0.09946737 0.12937502
[40,] 0.0608801826 0.059773851 0.066715644 0.081273684 0.10247956 0.12944927
[41,] 0.0601805068 0.061519436 0.070200827 0.085131539 0.10489278 0.12846456
[42,] 0.0586139287 0.062293547 0.072418113 0.087320456 0.10520455 0.12494676
[43,] 0.0558902590 0.061496337 0.072500863 0.086811059 0.10238330 0.11806388
[44,] 0.0518454021 0.058752093 0.069938877 0.083076225 0.09603401 0.10771702
[45,] 0.0465243289 0.054016116 0.064690701 0.076180912 0.08643157 0.09448411
[46,] 0.0402009191 0.047595126 0.057182986 0.066737617 0.07441213 0.07943494
[47,] 0.0333277844 0.040073908 0.048195810 0.055739162 0.06115205 0.06386582
[48,] 0.0264362509 0.032174604 0.038671497 0.044319627 0.04789663 0.04902219
[49,] 0.0200228629 0.024596421 0.029507795 0.033514683 0.03571322 0.03587666
[50,] 0.0144584604 0.017884429 0.021394741 0.024085355 0.02532826 0.02500766
           [,17]      [,18]      [,19]      [,20]      [,21]      [,22]
 [1,] 0.02198523 0.03124376 0.04063987 0.04835633 0.05261810 0.05235571
 [2,] 0.03275550 0.04609768 0.05946149 0.07024212 0.07595613 0.07517449
 [3,] 0.04682217 0.06518823 0.08333565 0.09771088 0.10500643 0.10340801
 [4,] 0.06439514 0.08858785 0.11215676 0.13048332 0.13936920 0.13662291
 [5,] 0.08547467 0.11603466 0.14537005 0.16775491 0.17810276 0.17389069
 [6,] 0.10985106 0.14696161 0.18203913 0.20830208 0.21985780 0.21393195
 [7,] 0.13711604 0.18056143 0.22097170 0.25066014 0.26308443 0.25532257
 [8,] 0.16665653 0.21584381 0.26084363 0.29329912 0.30623025 0.29668023
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[16,] 0.2142371954 0.189372481 0.1637130910 0.1395206767 0.1179849883
[17,] 0.2232062392 0.198429912 0.1730219182 0.1488840382 0.1269563354
[18,] 0.2269429400 0.202881051 0.1781422535 0.1542698809 0.1320456055
[19,] 0.2261830939 0.203171270 0.1792015196 0.1555364344 0.1329432822
[20,] 0.2219510862 0.200033591 0.1766652228 0.1529617276 0.1298401773
[21,] 0.2153718241 0.194359532 0.1712584923 0.1471973425 0.1233918207
[22,] 0.2075186188 0.187075303 0.1638532246 0.1391477466 0.1145777857
[23,] 0.1992874464 0.179016225 0.1553231546 0.1297923180 0.1044894776
[24,] 0.1912905305 0.170805542 0.1463915094 0.1199949189 0.0941084714
[25,] 0.1837883566 0.162769754 0.1375179595 0.1103609349 0.0841435960
[26,] 0.1767000562 0.154934750 0.1288726383 0.1011906626 0.0749730387
[27,] 0.1697191034 0.147125420 0.1204147975 0.0925404055 0.0666955842
[28,] 0.1625140163 0.139142490 0.1120449539 0.0843558715 0.0592522026
[29,] 0.1549397370 0.130942952 0.1037599869 0.0766113371 0.0525561450
[30,] 0.1471630592 0.122737347 0.0957355708 0.0693894457 0.0465759030
[31,] 0.1396359409 0.114951875 0.0882959965 0.0628706223 0.0413464715
[32,] 0.1329206638 0.108068512 0.0817881176 0.0572480068 0.0369218269
[33,] 0.1274426346 0.102416399 0.0764232280 0.0526190039 0.0333070821
[34,] 0.1232805751 0.098009955 0.0721633295 0.0489108533 0.0304115359
[35,] 0.1200834091 0.094503760 0.0687025778 0.0458752265 0.0280463711
[36,] 0.1171433461 0.091278663 0.0655480539 0.0431511555 0.0259654524
[37,] 0.1135890360 0.087618366 0.0621618355 0.0403658966 0.0239281032
[38,] 0.1086224236 0.082906649 0.0581076827 0.0372325530 0.0217569157
[39,] 0.1017204660 0.076779949 0.0531539601 0.0336120767 0.0193708448
[40,] 0.0927491974 0.069197672 0.0473092718 0.0295267482 0.0167873251
[41,] 0.0819744331 0.060426070 0.0407940627 0.0251313280 0.0140993731
[42,] 0.0699835930 0.050956038 0.0339689060 0.0206591067 0.0114398800
[43,] 0.0575505357 0.041386370 0.0272458608 0.0163620484 0.0089453912
[44,] 0.0454807490 0.032303952 0.0210059878 0.0124599535 0.0067279290
[45,] 0.0344716122 0.024185950 0.0155386673 0.0091070690 0.0048587143
[46,] 0.0250142908 0.017339754 0.0110101795 0.0063785502 0.0033638136
[47,] 0.0173513720 0.011885931 0.0074615565 0.0042745998 0.0022292929
[48,] 0.0114896600 0.007779341 0.0048297359 0.0027371480 0.0014122828
[49,] 0.0072542888 0.004855677 0.0029822375 0.0016725671 0.0008541546
[50,] 0.0043627209 0.002887357 0.0017547505 0.0009742330 0.0004926127
             [,45]        [,46]        [,47]        [,48]        [,49]
 [1,] 0.0002205119 1.418707e-04 8.821300e-05 5.396925e-05 3.282361e-05
 [2,] 0.0004518257 2.938627e-04 1.859497e-04 1.163565e-04 7.242682e-05
 [3,] 0.0008822469 5.813657e-04 3.751287e-04 2.402659e-04 1.529167e-04
 [4,] 0.0016431147 1.099481e-03 7.246421e-04 4.751438e-04 3.087420e-04
 [5,] 0.0029215666 1.989408e-03 1.340881e-03 8.996593e-04 5.956908e-04
 [6,] 0.0049644097 3.446571e-03 2.377170e-03 1.630283e-03 1.097496e-03
 [7,] 0.0080698790 5.720745e-03 4.037626e-03 2.825735e-03 1.929331e-03
 [8,] 0.0125617312 9.101730e-03 6.568932e-03 4.681571e-03 3.233725e-03
 [9,] 0.0187422700 1.388427e-02 1.023290e-02 7.408471e-03 5.163935e-03
[10,] 0.0268252604 2.030891e-02 1.525506e-02 1.118982e-02 7.851561e-03
[11,] 0.0368559245 2.848190e-02 2.175091e-02 1.612007e-02 1.135998e-02
[12,] 0.0486326570 3.828761e-02 2.964230e-02 2.213483e-02 1.563253e-02
[13,] 0.0616515971 4.931696e-02 3.858751e-02 2.895369e-02 2.045197e-02
[14,] 0.0750982084 6.084260e-02 4.795574e-02 3.606187e-02 2.543072e-02
[15,] 0.0879061239 7.186767e-02 5.687256e-02 4.275257e-02 3.004745e-02
[16,] 0.0988902429 8.125879e-02 6.434540e-02 4.823542e-02 3.373176e-02
[17,] 0.1069392622 8.794630e-02 6.944998e-02 5.179200e-02 3.598064e-02
[18,] 0.1112283905 9.114537e-02 7.153120e-02 5.293741e-02 3.647449e-02
[19,] 0.1113957133 9.053436e-02 7.035751e-02 5.153741e-02 3.515561e-02
[20,] 0.1076263015 8.633172e-02 6.617717e-02 4.784122e-02 3.224224e-02
[21,] 0.1006107306 7.924210e-02 5.965513e-02 4.241784e-02 2.817296e-02
[22,] 0.0913840444 7.028611e-02 5.171072e-02 3.601729e-02 2.350038e-02
[23,] 0.0810921974 6.056767e-02 4.330914e-02 2.940262e-02 1.876942e-02
[24,] 0.0707580411 5.105175e-02 3.527167e-02 2.320427e-02 1.441669e-02
[25,] 0.0611160621 4.241514e-02 2.815573e-02 1.783393e-02 1.071535e-02
[26,] 0.0525555700 3.500089e-02 2.222493e-02 1.346947e-02 7.770692e-03
[27,] 0.0451690774 2.886671e-02 1.749643e-02 1.009751e-02 5.554507e-03
[28,] 0.0388655378 2.388867e-02 1.383069e-02 7.585327e-03 3.957718e-03
[29,] 0.0334925338 1.987166e-02 1.102481e-02 5.753178e-03 2.841332e-03
[30,] 0.0289208275 1.662927e-02 8.880959e-03 4.427055e-03 2.073026e-03
[31,] 0.0250718888 1.401851e-02 7.239715e-03 3.465499e-03 1.545762e-03
[32,] 0.0218980816 1.193628e-02 5.983740e-03 2.764616e-03 1.181640e-03
[33,] 0.0193433555 1.029770e-02 5.025613e-03 2.250843e-03 9.272742e-04
[34,] 0.0173133314 9.015955e-03 4.293594e-03 1.870662e-03 7.465765e-04
[35,] 0.0156711425 7.995516e-03 3.723497e-03 1.582895e-03 6.146187e-04
[36,] 0.0142585185 7.139329e-03 3.258148e-03 1.355134e-03 5.137994e-04
[37,] 0.0129292826 6.363204e-03 2.851300e-03 1.163091e-03 4.319285e-04
[38,] 0.0115792787 5.608753e-03 2.471671e-03 9.907880e-04 3.612628e-04
[39,] 0.0101616178 4.848991e-03 2.104075e-03 8.300720e-04 2.977040e-04
[40,] 0.0086844581 4.085344e-03 1.747004e-03 6.789886e-04 2.398268e-04
[41,] 0.0071956177 3.338567e-03 1.407785e-03 5.394152e-04 1.877948e-04
[42,] 0.0057615133 2.637552e-03 1.097183e-03 4.146675e-04 1.423734e-04
[43,] 0.0044473995 2.009557e-03 8.249861e-04 3.076641e-04 1.042219e-04
[44,] 0.0033032600 1.473786e-03 5.973344e-04 2.198997e-04 7.352352e-05
[45,] 0.0023567869 1.038710e-03 4.158126e-04 1.511682e-04 4.990614e-05
[46,] 0.0016127489 7.024644e-04 2.778736e-04 9.980691e-05 3.254878e-05
[47,] 0.0010569216 4.551910e-04 1.780112e-04 6.320042e-05 2.036943e-05
[48,] 0.0006624308 2.822245e-04 1.091673e-04 3.833011e-05 1.221513e-05
[49,] 0.0003965429 1.672050e-04 6.400293e-05 2.223488e-05 7.009822e-06
[50,] 0.0002264486 9.454097e-05 3.582772e-05 1.232095e-05 3.844490e-06
             [,50]
 [1,] 1.977225e-05
 [2,] 4.446740e-05
 [3,] 9.548521e-05
 [4,] 1.956130e-04
 [5,] 3.820246e-04
 [6,] 7.107164e-04
 [7,] 1.258685e-03
 [8,] 2.120737e-03
 [9,] 3.397578e-03
[10,] 5.173237e-03
[11,] 7.483315e-03
[12,] 1.028072e-02
[13,] 1.341035e-02
[14,] 1.660588e-02
[15,] 1.951810e-02
[16,] 2.177453e-02
[17,] 2.305775e-02
[18,] 2.318002e-02
[19,] 2.213000e-02
[20,] 2.007531e-02
[21,] 1.732002e-02
[22,] 1.423159e-02
[23,] 1.116151e-02
[24,] 8.382678e-03
[25,] 6.058053e-03
[26,] 4.241817e-03
[27,] 2.904291e-03
[28,] 1.966811e-03
[29,] 1.334279e-03
[30,] 9.179549e-04
[31,] 6.468250e-04
[32,] 4.698068e-04
[33,] 3.527220e-04
[34,] 2.735624e-04
[35,] 2.182482e-04
[36,] 1.776918e-04
[37,] 1.460669e-04
[38,] 1.198279e-04
[39,] 9.706705e-05
[40,] 7.698180e-05
[41,] 5.940196e-05
[42,] 4.440682e-05
[43,] 3.206859e-05
[44,] 2.232613e-05
[45,] 1.496142e-05
[46,] 9.637521e-06
[47,] 5.959627e-06
[48,] 3.533121e-06
[49,] 2.005413e-06
[50,] 1.088388e-06

> 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  
   17.98677     -0.01128  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> try(system("convert tmp/1vogt1261048206.ps tmp/1vogt1261048206.png",intern=TRUE))
character(0)
> try(system("convert tmp/21f8j1261048206.ps tmp/21f8j1261048206.png",intern=TRUE))
character(0)
> try(system("convert tmp/3uz1r1261048206.ps tmp/3uz1r1261048206.png",intern=TRUE))
character(0)
> try(system("convert tmp/4mi9o1261048206.ps tmp/4mi9o1261048206.png",intern=TRUE))
character(0)
> try(system("convert tmp/5x04l1261048206.ps tmp/5x04l1261048206.png",intern=TRUE))
character(0)
> try(system("convert tmp/6uma51261048206.ps tmp/6uma51261048206.png",intern=TRUE))
character(0)
> try(system("convert tmp/7rt081261048206.ps tmp/7rt081261048206.png",intern=TRUE))
character(0)
> 
> 
> proc.time()
   user  system elapsed 
  2.020   1.304   3.555