R version 2.7.0 (2008-04-22)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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Type 'license()' or 'licence()' for distribution details.

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> z <- c(15.6,15.6,15.6,17.4,17.4,17.4,24,24,24,20.2,20.2,20.2,14.1,14.1,14.1,16.6,16.6,16.6,19.1,19.1,19.1,20.8,20.8,20.8,19,19,19,15.2,15.2,15.2,19.9,19.9,19.9,19,19,19,19.9,19.9,19.9,17.5,17.5,17.5,26.6,26.6,26.6,20.8,20.8,20.8,18.9,18.9,18.9,19.5,19.5,19.5,27.1,27.1,27.1,24.1,24.1,24.1,21.3,21.3,21.3,19.1,19.1,19.1,26.2,26.2,26.2,21.7,21.7,21.7,19.4,19.4,19.4,19.5,19.5,19.5,28.7,28.7,28.7,21.8,21.8,21.8,20,20,20,22.6,22.6,22.6,22.4,22.4,22.4,18.6,18.6,18.6,16.2,16.2,16.2,13.8,13.8,13.8,18,18,18)
> y <- c(15.5,15.5,15.5,12.2,12.2,12.2,17.3,17.3,17.3,12.7,12.7,12.7,14.1,14.1,14.1,14.3,14.3,14.3,16.8,16.8,16.8,18.7,18.7,18.7,16.8,16.8,16.8,16,16,16,18,18,18,18,18,18,21.6,21.6,21.6,20.1,20.1,20.1,22.9,22.9,22.9,24,24,24,20.3,20.3,20.3,15.8,15.8,15.8,23.2,23.2,23.2,20.9,20.9,20.9,19.8,19.8,19.8,20.6,20.6,20.6,21.1,21.1,21.1,22.4,22.4,22.4,20.5,20.5,20.5,18.4,18.4,18.4,17.6,17.6,17.6,18.5,18.5,18.5,17.3,17.3,17.3,16.2,16.2,16.2,18.5,18.5,18.5,16.3,16.3,16.3,16.8,16.8,16.8,14.8,14.8,14.8,17.6,17.6,17.6)
> x <- c(15.9,15.5,15.3,14.5,14.4,14.7,19.1,21.6,20.2,17.9,15.7,14.5,14.1,13.9,14.2,15.3,15.4,15.2,16.5,18.2,18.6,21,19.2,18.7,18.4,17.8,17.2,16.2,15.5,15.3,18.3,19.2,19,18.7,18.1,18.5,21.1,21,20.4,19.5,18.6,18.8,23.7,24.8,25,23.6,22.3,21.8,20.8,19.7,18.3,17.4,17,18.1,23.9,25.6,25.3,23.6,21.9,21.4,20.6,20.5,20.2,20.6,19.7,19.3,22.8,23.5,23.8,22.6,22,21.7,20.7,20.2,19.1,19.5,18.7,18.6,22.2,23.2,23.5,21.3,20,18.7,18.9,18.3,18.4,19.9,19.2,18.5,20.9,20.5,19.4,18.1,17,17,17.3,16.7,15.5,15.3,13.7,14.1,17.3,18.1,18.1)
> par7 = 'Vrouwen jonger dan 25'
> par6 = 'Mannen jonger dan 25'
> par5 = 'Totaal jonger dan 25'
> 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/1lytg1226487272.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/2oza81226487272.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/347oj1226487272.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/4gd991226487272.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/50qqy1226487272.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  
     1.7689       0.8603  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6wiau1226487272.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] 10.58548 10.89219 11.19891 11.50562 11.81234 12.11905 12.42577 12.73248
 [9] 13.03920 13.34591 13.65263 13.95934 14.26606 14.57277 14.87949 15.18620
[17] 15.49292 15.79964 16.10635 16.41307 16.71978 17.02650 17.33321 17.63993
[25] 17.94664 18.25336 18.56007 18.86679 19.17350 19.48022 19.78693 20.09365
[33] 20.40036 20.70708 21.01380 21.32051 21.62723 21.93394 22.24066 22.54737
[41] 22.85409 23.16080 23.46752 23.77423 24.08095 24.38766 24.69438 25.00109
[49] 25.30781 25.61452

$yords
 [1] 12.50267 12.85971 13.21674 13.57378 13.93081 14.28784 14.64488 15.00191
 [9] 15.35894 15.71598 16.07301 16.43005 16.78708 17.14411 17.50115 17.85818
[17] 18.21521 18.57225 18.92928 19.28631 19.64335 20.00038 20.35742 20.71445
[25] 21.07148 21.42852 21.78555 22.14258 22.49962 22.85665 23.21369 23.57072
[33] 23.92775 24.28479 24.64182 24.99885 25.35589 25.71292 26.06995 26.42699
[41] 26.78402 27.14106 27.49809 27.85512 28.21216 28.56919 28.92622 29.28326
[49] 29.64029 29.99733

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 8.016135e-03 7.183166e-03 5.234595e-03 3.468978e-03 3.027543e-03
 [2,] 1.949509e-02 1.896189e-02 1.485041e-02 9.966583e-03 7.307836e-03
 [3,] 4.262482e-02 4.493343e-02 3.801348e-02 2.670055e-02 1.815377e-02
 [4,] 8.403476e-02 9.574237e-02 8.760607e-02 6.551038e-02 4.393056e-02
 [5,] 1.499156e-01 1.839117e-01 1.818083e-01 1.459581e-01 1.004236e-01
 [6,] 2.429413e-01 3.195381e-01 3.403544e-01 2.942766e-01 2.128235e-01
 [7,] 3.589715e-01 5.040567e-01 5.763861e-01 5.366708e-01 4.135151e-01
 [8,] 4.851521e-01 7.246579e-01 8.861140e-01 8.866925e-01 7.325715e-01
 [9,] 6.008659e-01 9.526039e-01 1.241331e+00 1.331029e+00 1.181439e+00
[10,] 6.821413e-01 1.147519e+00 1.589929e+00 1.821558e+00 1.736242e+00
[11,] 7.088460e-01 1.267461e+00 1.866369e+00 2.280229e+00 2.330748e+00
[12,] 6.723499e-01 1.282191e+00 2.009680e+00 2.617380e+00 2.865987e+00
[13,] 5.799985e-01 1.184938e+00 1.983354e+00 2.757777e+00 3.235266e+00
[14,] 4.532692e-01 9.968585e-01 1.789731e+00 2.665428e+00 3.355884e+00
[15,] 3.197261e-01 7.604657e-01 1.471656e+00 2.357869e+00 3.196378e+00
[16,] 2.029038e-01 5.240870e-01 1.098443e+00 1.902677e+00 2.789212e+00
[17,] 1.155416e-01 3.252092e-01 7.414000e-01 1.395176e+00 2.222352e+00
[18,] 5.891350e-02 1.812017e-01 4.509804e-01 9.260790e-01 1.610511e+00
[19,] 2.685514e-02 9.046011e-02 2.465273e-01 5.545332e-01 1.057446e+00
[20,] 1.093108e-02 4.039504e-02 1.208381e-01 2.986912e-01 6.269027e-01
[21,] 3.969621e-03 1.611558e-02 5.302048e-02 1.443993e-01 3.346379e-01
[22,] 1.285360e-03 5.739048e-03 2.080047e-02 6.255732e-02 1.605227e-01
[23,] 3.709565e-04 1.823412e-03 7.291369e-03 2.426831e-02 6.914714e-02
[24,] 9.540550e-05 5.168110e-04 2.283977e-03 8.435584e-03 2.679105e-02
[25,] 2.187051e-05 1.307530e-04 6.403595e-04 2.636728e-03 9.401212e-03
[26,] 4.473057e-06 2.959938e-05 1.615620e-04 7.492385e-04 3.046216e-03
[27,] 8.187050e-07 6.037603e-06 3.723106e-05 1.990455e-04 9.532757e-04
[28,] 1.352503e-07 1.130728e-06 8.129836e-06 5.249549e-05 3.114659e-04
[29,] 2.062711e-08 2.033726e-07 1.809593e-06 1.500479e-05 1.142045e-04
[30,] 3.060762e-09 3.817114e-08 4.488560e-07 4.884865e-06 4.656594e-05
[31,] 4.835463e-10 8.132374e-09 1.268711e-07 1.727465e-06 1.949096e-05
[32,] 8.767617e-11 1.959887e-09 3.800267e-08 6.072968e-07 7.776972e-06
[33,] 1.778735e-11 4.898393e-10 1.105902e-08 1.994704e-07 2.840953e-06
[34,] 3.675914e-12 1.170464e-10 2.969906e-09 5.942809e-08 9.337004e-07
[35,] 7.179946e-13 2.560907e-11 7.195967e-10 1.586852e-08 2.741921e-07
[36,] 1.277451e-13 5.039093e-12 1.559365e-10 3.780371e-09 7.175823e-08
[37,] 2.039807e-14 8.856901e-13 3.012351e-11 8.021402e-10 1.671982e-08
[38,] 2.907120e-15 1.387091e-13 5.181389e-12 1.515000e-10 3.467169e-09
[39,] 3.690654e-16 1.933900e-14 7.931985e-13 2.546369e-11 6.397971e-10
[40,] 4.170629e-17 2.399543e-15 1.080548e-13 3.808370e-12 1.050535e-10
[41,] 4.194194e-18 2.649350e-16 1.309811e-14 5.068192e-13 1.534871e-11
[42,] 3.753228e-19 2.602843e-17 1.412752e-15 6.001471e-14 1.995369e-12
[43,] 2.988523e-20 2.275349e-18 1.355854e-16 6.323408e-15 2.308146e-13
[44,] 2.117380e-21 1.769852e-19 1.157839e-17 5.928338e-16 2.375700e-14
[45,] 1.334841e-22 1.224938e-20 8.797752e-19 4.945415e-17 2.175748e-15
[46,] 7.487698e-24 7.543607e-22 5.948165e-20 3.670801e-18 1.773024e-16
[47,] 3.737283e-25 4.133643e-23 3.578354e-21 2.424424e-19 1.285619e-17
[48,] 1.659771e-26 2.015447e-24 1.915441e-22 1.424763e-20 8.294688e-19
[49,] 6.558888e-28 8.743797e-26 9.123156e-24 7.450230e-22 4.761976e-20
[50,] 2.306217e-29 3.375337e-27 3.866439e-25 3.466496e-23 2.432654e-21
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.045504e-03 1.296524e-02 3.699804e-02 9.598910e-02 2.056386e-01
 [2,] 8.713020e-03 1.679519e-02 4.104280e-02 1.042814e-01 2.353899e-01
 [3,] 1.704381e-02 2.534827e-02 4.915394e-02 1.101778e-01 2.474648e-01
 [4,] 3.502224e-02 4.264083e-02 6.756621e-02 1.233193e-01 2.499732e-01
 [5,] 7.237626e-02 7.436022e-02 1.030688e-01 1.569276e-01 2.629360e-01
 [6,] 1.467098e-01 1.295325e-01 1.613922e-01 2.226323e-01 3.115990e-01
 [7,] 2.855963e-01 2.237041e-01 2.474663e-01 3.249726e-01 4.147582e-01
 [8,] 5.239355e-01 3.820162e-01 3.691503e-01 4.597595e-01 5.736384e-01
 [9,] 8.931354e-01 6.380616e-01 5.433389e-01 6.199037e-01 7.688793e-01
[10,] 1.402958e+00 1.024102e+00 7.992004e-01 8.077030e-01 9.711509e-01
[11,] 2.023569e+00 1.552598e+00 1.171587e+00 1.045528e+00 1.162984e+00
[12,] 2.678918e+00 2.196467e+00 1.682209e+00 1.373481e+00 1.358857e+00
[13,] 3.258620e+00 2.880010e+00 2.315601e+00 1.828608e+00 1.606531e+00
[14,] 3.646218e+00 3.489053e+00 3.003871e+00 2.413513e+00 1.962126e+00
[15,] 3.753965e+00 3.899477e+00 3.632228e+00 3.072576e+00 2.449710e+00
[16,] 3.551957e+00 4.014778e+00 4.067324e+00 3.692477e+00 3.029145e+00
[17,] 3.080796e+00 3.799399e+00 4.199456e+00 4.131533e+00 3.592962e+00
[18,] 2.440825e+00 3.294628e+00 3.982855e+00 4.267896e+00 3.997447e+00
[19,] 1.759428e+00 2.607953e+00 3.456707e+00 4.047065e+00 4.115724e+00
[20,] 1.149493e+00 1.877155e+00 2.734845e+00 3.507147e+00 3.889944e+00
[21,] 6.784624e-01 1.224334e+00 1.965679e+00 2.767663e+00 3.358236e+00
[22,] 3.609538e-01 7.219046e-01 1.280686e+00 1.984854e+00 2.641751e+00
[23,] 1.730114e-01 3.848047e-01 7.568559e-01 1.295303e+00 1.896653e+00
[24,] 7.495027e-02 1.863886e-01 4.086603e-01 7.761733e-01 1.255573e+00
[25,] 2.968520e-02 8.341873e-02 2.059954e-01 4.380651e-01 7.881315e-01
[26,] 1.107313e-02 3.589425e-02 1.016702e-01 2.455168e-01 4.959466e-01
[27,] 4.132481e-03 1.592777e-02 5.288081e-02 1.469793e-01 3.357873e-01
[28,] 1.672420e-03 7.813384e-03 3.057726e-02 9.773132e-02 2.517821e-01
[29,] 7.608871e-04 4.239393e-03 1.918168e-02 6.940451e-02 1.995179e-01
[30,] 3.697542e-04 2.371982e-03 1.210577e-02 4.881562e-02 1.551843e-01
[31,] 1.768815e-04 1.272689e-03 7.214163e-03 3.213416e-02 1.124385e-01
[32,] 7.877424e-05 6.275728e-04 3.923104e-03 1.922824e-02 7.391229e-02
[33,] 3.179171e-05 2.789525e-04 1.917627e-03 1.032634e-02 4.357756e-02
[34,] 1.149767e-05 1.108875e-04 8.373714e-04 4.951474e-03 2.293549e-02
[35,] 3.709963e-06 3.929817e-05 3.258655e-04 2.115474e-03 1.075545e-02
[36,] 1.066264e-06 1.240161e-05 1.129051e-04 8.046586e-04 4.490474e-03
[37,] 2.727833e-07 3.483361e-06 3.481633e-05 2.723993e-04 1.668643e-03
[38,] 6.210460e-08 8.706763e-07 9.553972e-06 8.206054e-05 5.518043e-04
[39,] 1.258179e-08 1.936523e-07 2.332876e-06 2.199753e-05 1.623803e-04
[40,] 2.268081e-09 3.832519e-08 5.068696e-07 5.247053e-06 4.252052e-05
[41,] 3.638033e-10 6.748980e-09 9.799293e-08 1.113672e-06 9.907899e-06
[42,] 5.192355e-11 1.057505e-09 1.685724e-08 2.103297e-07 2.054426e-06
[43,] 6.594032e-12 1.474406e-10 2.580320e-09 3.534700e-08 3.790939e-07
[44,] 7.451215e-13 1.829127e-11 3.514474e-10 5.286004e-09 6.225769e-08
[45,] 7.491923e-14 2.019136e-12 4.259478e-11 7.034820e-10 9.101452e-09
[46,] 6.702731e-15 1.983300e-13 4.593877e-12 8.332613e-11 1.184821e-09
[47,] 5.335895e-16 1.733503e-14 4.409236e-13 8.786393e-12 1.374373e-10
[48,] 3.779750e-17 1.348315e-15 3.766751e-14 8.251238e-13 1.422290e-11
[49,] 2.382525e-18 9.333252e-17 2.864902e-15 6.906321e-14 1.316033e-12
[50,] 1.336453e-19 5.750700e-18 1.940905e-16 5.159524e-15 1.093112e-13
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.508258e-01 4.710341e-01 4.962233e-01 4.114140e-01 2.748126e-01
 [2,] 4.350709e-01 6.386313e-01 7.373743e-01 6.692271e-01 4.837109e-01
 [3,] 4.850011e-01 7.729190e-01 9.761554e-01 9.701984e-01 7.631324e-01
 [4,] 4.941650e-01 8.395712e-01 1.153147e+00 1.253623e+00 1.076294e+00
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[42,] 8.287811e-02 1.998368e-02 3.800069e-03 5.696879e-04
[43,] 1.212939e-01 3.198375e-02 6.653348e-03 1.090484e-03
[44,] 1.616231e-01 4.666380e-02 1.063136e-02 1.908695e-03
[45,] 1.943303e-01 6.148316e-02 1.535280e-02 3.021568e-03
[46,] 2.096384e-01 7.271860e-02 1.991141e-02 4.297663e-03
[47,] 2.022048e-01 7.692308e-02 2.310252e-02 5.469998e-03
[48,] 1.740272e-01 7.261877e-02 2.392589e-02 6.215251e-03
[49,] 1.334856e-01 6.110490e-02 2.208776e-02 6.295670e-03
[50,] 9.119029e-02 4.579562e-02 1.816261e-02 5.680524e-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  
     7.9785       0.6692  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7vxkm1226487272.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] 12.27016 12.57138 12.87260 13.17382 13.47503 13.77625 14.07747 14.37869
 [9] 14.67991 14.98112 15.28234 15.58356 15.88478 16.18599 16.48721 16.78843
[17] 17.08965 17.39087 17.69208 17.99330 18.29452 18.59574 18.89696 19.19817
[25] 19.49939 19.80061 20.10183 20.40304 20.70426 21.00548 21.30670 21.60792
[33] 21.90913 22.21035 22.51157 22.81279 23.11401 23.41522 23.71644 24.01766
[41] 24.31888 24.62009 24.92131 25.22253 25.52375 25.82497 26.12618 26.42740
[49] 26.72862 27.02984

$yords
 [1] 12.50267 12.85971 13.21674 13.57378 13.93081 14.28784 14.64488 15.00191
 [9] 15.35894 15.71598 16.07301 16.43005 16.78708 17.14411 17.50115 17.85818
[17] 18.21521 18.57225 18.92928 19.28631 19.64335 20.00038 20.35742 20.71445
[25] 21.07148 21.42852 21.78555 22.14258 22.49962 22.85665 23.21369 23.57072
[33] 23.92775 24.28479 24.64182 24.99885 25.35589 25.71292 26.06995 26.42699
[41] 26.78402 27.14106 27.49809 27.85512 28.21216 28.56919 28.92622 29.28326
[49] 29.64029 29.99733

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  8.733782e-01  8.442506e-01  4.489479e-01  1.375121e-01  3.769649e-02
 [2,]  1.085054e+00  1.541982e+00  1.216265e+00  5.373442e-01  1.567227e-01
 [3,]  9.722238e-01  1.996957e+00  2.320461e+00  1.508883e+00  5.800355e-01
 [4,]  6.637783e-01  1.858838e+00  3.138560e+00  3.004670e+00  1.650028e+00
 [5,]  4.249718e-01  1.300273e+00  3.046100e+00  4.252959e+00  3.408428e+00
 [6,]  3.531097e-01  8.127839e-01  2.200915e+00  4.323632e+00  5.052237e+00
 [7,]  3.350492e-01  6.324547e-01  1.364180e+00  3.258001e+00  5.407527e+00
 [8,]  2.572398e-01  5.909702e-01  9.930525e-01  2.041457e+00  4.296124e+00
 [9,]  1.392776e-01  4.668579e-01  8.958670e-01  1.401850e+00  2.782389e+00
[10,]  5.150689e-02  2.637410e-01  7.192860e-01  1.193179e+00  1.839936e+00
[11,]  1.292169e-02  1.021851e-01  4.214952e-01  9.537343e-01  1.449205e+00
[12,]  2.195536e-03  2.689809e-02  1.705755e-01  5.731394e-01  1.118171e+00
[13,]  2.525360e-04  4.798738e-03  4.703388e-02  2.407633e-01  6.748508e-01
[14,]  1.966034e-05  5.797781e-04  8.802534e-03  6.930025e-02  2.906291e-01
[15,]  1.035889e-06  4.742318e-05  1.116634e-03  1.358113e-02  8.671087e-02
[16,]  3.693911e-08  2.625874e-06  9.596304e-05  1.807917e-03  1.773862e-02
[17,]  8.915375e-10  9.843647e-08  5.587482e-06  1.634064e-04  2.480173e-03
[18,]  1.456675e-11  2.499318e-09  2.206010e-07  1.004244e-05  2.374574e-04
[19,]  1.612077e-13  4.302873e-11  5.919704e-09  4.216687e-07  1.571211e-05
[20,]  1.209945e-15  5.036812e-13  1.085909e-10  1.223946e-08  7.348277e-07
[21,]  6.177955e-18  4.034910e-15  1.379900e-12  2.519326e-10  2.536630e-08
[22,]  2.161546e-20  2.244827e-17  1.249171e-14  3.852937e-12  6.863467e-10
[23,]  5.267484e-23  8.942826e-20  8.464854e-17  4.651435e-14  1.516658e-11
[24,]  9.242335e-26  2.687599e-22  4.559856e-19  4.590875e-16  2.689606e-13
[25,]  1.233138e-28  6.462839e-25  2.008559e-21  3.612895e-18  3.611450e-15
[26,]  1.324250e-31  1.269730e-27  7.006267e-24  2.135759e-20  3.480974e-17
[27,]  1.159606e-34  1.961084e-30  1.821843e-26  9.015242e-23  2.333378e-19
[28,]  7.922480e-38  2.241569e-33  3.366648e-29  2.639789e-25  1.071403e-21
[29,]  3.979150e-41  1.813491e-36  4.307650e-32  5.291981e-28  3.349948e-24
[30,]  1.410767e-44  1.015386e-39  3.777189e-35  7.238210e-31  7.134394e-27
[31,]  3.472416e-48  3.916007e-43  2.274964e-38  6.799232e-34  1.044890e-29
[32,]  5.983968e-52  1.058048e-46  9.632735e-42  4.514292e-37  1.089044e-32
[33,]  7.607214e-56  2.132508e-50  3.084253e-45  2.302037e-40  8.870347e-36
[34,]  8.106992e-60  3.681640e-54  8.647519e-49  1.050563e-43  6.601164e-39
[35,]  8.328814e-64  6.176535e-58  2.365453e-52  4.676159e-47  4.769429e-42
[36,]  7.955317e-68  9.449240e-62  5.777858e-56  1.818139e-50  2.943421e-45
[37,]  6.039904e-72  1.127573e-65  1.081857e-59  5.333997e-54  1.351290e-48
[38,]  3.286642e-76  9.564774e-70  1.429745e-63  1.097710e-57  4.328602e-52
[39,]  1.231848e-80  5.573403e-74  1.294999e-67  1.545254e-61  9.469064e-56
[40,]  3.140605e-85  2.207340e-78  7.966890e-72  1.476628e-65  1.405447e-59
[41,]  5.426467e-90  5.923310e-83  3.320238e-76  9.557210e-70  1.412699e-63
[42,]  6.347547e-95  1.076008e-87  9.366574e-81  4.186986e-74  9.611203e-68
[43,] 5.025109e-100  1.322845e-92  1.788247e-85  1.241370e-78  4.425172e-72
[44,] 2.692139e-105  1.100557e-97  2.310375e-90  2.490620e-83  1.378756e-76
[45,] 9.760024e-111 6.196076e-103  2.019936e-95  3.381530e-88  2.906992e-81
[46,] 2.394444e-116 2.360593e-108 1.195067e-100  3.106838e-93  4.147628e-86
[47,] 3.975132e-122 6.085813e-114 4.784544e-106  1.931601e-98  4.004508e-91
[48,] 4.465807e-128 1.061738e-119 1.296253e-111 8.126755e-104  2.616372e-96
[49,] 3.395008e-134 1.253455e-125 2.376468e-117 2.313715e-109 1.156758e-101
[50,] 1.746559e-140 1.001387e-131 2.948325e-123 4.457627e-115 3.460884e-107
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.330807e-02 2.629455e-02 6.380247e-02 1.402281e-01 1.731607e-01
 [2,] 6.762674e-02 5.593566e-02 7.301537e-02 1.782006e-01 3.229479e-01
 [3,] 2.012963e-01 1.389842e-01 1.232343e-01 1.860188e-01 4.235932e-01
 [4,] 6.162362e-01 3.190093e-01 2.763556e-01 2.475269e-01 4.249957e-01
 [5,] 1.667757e+00 7.310153e-01 5.614459e-01 4.914355e-01 4.588290e-01
 [6,] 3.497066e+00 1.687200e+00 1.018725e+00 9.475840e-01 7.690478e-01
 [7,] 5.401945e+00 3.407238e+00 1.855948e+00 1.523361e+00 1.424289e+00
 [8,] 6.107359e+00 5.383144e+00 3.331276e+00 2.251988e+00 2.179582e+00
 [9,] 5.167508e+00 6.406222e+00 5.171496e+00 3.380944e+00 2.825367e+00
[10,] 3.533431e+00 5.800067e+00 6.375360e+00 4.878888e+00 3.540641e+00
[11,] 2.320449e+00 4.246806e+00 6.146151e+00 6.050367e+00 4.522427e+00
[12,] 1.687959e+00 2.857767e+00 4.834375e+00 6.122669e+00 5.435349e+00
[13,] 1.215415e+00 1.968344e+00 3.407726e+00 5.147306e+00 5.662197e+00
[14,] 7.133713e-01 1.305333e+00 2.317577e+00 3.846495e+00 5.049842e+00
[15,] 3.080425e-01 7.220540e-01 1.455417e+00 2.688777e+00 4.031209e+00
[16,] 9.407746e-02 3.038936e-01 7.604623e-01 1.689237e+00 2.988024e+00
[17,] 2.003953e-02 9.372905e-02 3.102361e-01 8.788342e-01 1.981150e+00
[18,] 2.977914e-03 2.108228e-02 9.830356e-02 3.676018e-01 1.100943e+00
[19,] 3.136371e-04 3.541396e-03 2.521853e-02 1.304266e-01 5.145978e-01
[20,] 2.431292e-05 4.671292e-04 5.541531e-03 4.272484e-02 2.213844e-01
[21,] 1.469788e-06 5.072363e-05 1.048325e-03 1.278073e-02 9.188923e-02
[22,] 7.253354e-08 4.511955e-06 1.597214e-04 3.116545e-03 3.318572e-02
[23,] 2.892593e-09 3.106022e-07 1.810178e-05 5.598000e-04 9.122263e-03
[24,] 8.810933e-11 1.556803e-08 1.449944e-06 7.036828e-05 1.773932e-03
[25,] 1.938098e-12 5.464945e-10 8.005913e-08 6.062955e-06 2.371371e-04
[26,] 2.973782e-14 1.317821e-11 3.014446e-09 3.552559e-07 2.157290e-05
[27,] 3.129171e-16 2.164375e-13 7.706165e-11 1.411603e-08 1.331070e-06
[28,] 2.241607e-18 2.413089e-15 1.335645e-12 3.801226e-10 5.566643e-08
[29,] 1.090836e-20 1.825864e-17 1.570714e-14 6.946389e-12 1.580534e-09
[30,] 3.614642e-23 9.411606e-20 1.259485e-16 8.666020e-14 3.068377e-11
[31,] 8.255621e-26 3.353755e-22 7.007091e-19 7.533421e-16 4.171496e-13
[32,] 1.352766e-28 8.655259e-25 2.853911e-21 4.852910e-18 4.259831e-15
[33,] 1.765316e-31 1.815293e-27 9.649626e-24 2.652861e-20 3.773863e-17
[34,] 2.145064e-34 3.604118e-30 3.130320e-26 1.405023e-22 3.258030e-19
[35,] 2.508685e-37 6.801974e-33 9.502824e-29 6.838085e-25 2.533587e-21
[36,] 2.450939e-40 1.049471e-35 2.310376e-31 2.614549e-27 1.520733e-23
[37,] 1.758809e-43 1.176062e-38 4.039757e-34 7.128048e-30 6.460365e-26
[38,] 8.766523e-47 9.118361e-42 4.870881e-37 1.336265e-32 1.882636e-28
[39,] 2.979806e-50 4.815480e-45 3.996313e-40 1.703122e-35 3.727319e-31
[40,] 6.869389e-54 1.724175e-48 2.222303e-43 1.470901e-38 4.999438e-34
[41,] 1.072321e-57 4.179805e-52 8.366491e-47 8.599764e-42 4.539264e-37
[42,] 1.132946e-61 6.857980e-56 2.131760e-50 3.402793e-45 2.789253e-40
[43,] 8.100540e-66 7.614700e-60 3.675756e-54 9.111618e-49 1.159843e-43
[44,] 3.919424e-70 5.721528e-64 4.289007e-58 1.651036e-52 3.263706e-47
[45,] 1.283303e-74 2.909175e-68 3.386610e-62 2.024489e-56 6.214708e-51
[46,] 2.843386e-79 1.000983e-72 1.809559e-66 1.679861e-60 8.008094e-55
[47,] 4.263201e-84 2.330652e-77 6.542955e-71 9.432468e-65 6.982833e-59
[48,] 4.325502e-89 3.672219e-82 1.600942e-75 3.584078e-69 4.120351e-63
[49,] 2.969822e-94 3.915373e-87 2.650762e-80 9.215591e-74 1.645245e-67
[50,] 1.379829e-99 2.825000e-92 2.970069e-85 1.603502e-78 4.445568e-72
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.132221e-01 3.892652e-02 7.383628e-03 2.379064e-03 7.272090e-03
 [2,] 3.198038e-01 1.672735e-01 4.627050e-02 8.487039e-03 7.278534e-03
 [3,] 6.244867e-01 4.953872e-01 2.074347e-01 4.731831e-02 1.265425e-02
 [4,] 8.515943e-01 1.013746e+00 6.439702e-01 2.167303e-01 4.534946e-02
 [5,] 8.517411e-01 1.443587e+00 1.382263e+00 7.035613e-01 1.938790e-01
 [6,] 7.899606e-01 1.473479e+00 2.062237e+00 1.585870e+00 6.489918e-01
 [7,] 1.071995e+00 1.253502e+00 2.181414e+00 2.487958e+00 1.537452e+00
 [8,] 1.866750e+00 1.367801e+00 1.804162e+00 2.760855e+00 2.551084e+00
 [9,] 2.804352e+00 2.150482e+00 1.652544e+00 2.327532e+00 3.011550e+00
[10,] 3.403156e+00 3.189719e+00 2.256146e+00 1.947869e+00 2.698400e+00
[11,] 3.713107e+00 3.781022e+00 3.266411e+00 2.310916e+00 2.283037e+00
[12,] 4.111086e+00 3.807646e+00 3.881610e+00 3.202667e+00 2.515182e+00
[13,] 4.616590e+00 3.727332e+00 3.836458e+00 3.868683e+00 3.321061e+00
[14,] 4.844536e+00 3.827687e+00 3.541612e+00 3.974213e+00 4.087110e+00
[15,] 4.550321e+00 3.954115e+00 3.389084e+00 3.781822e+00 4.509127e+00
[16,] 3.906936e+00 3.866305e+00 3.382637e+00 3.592849e+00 4.670166e+00
[17,] 3.146094e+00 3.573741e+00 3.347884e+00 3.460091e+00 4.617388e+00
[18,] 2.290832e+00 3.172197e+00 3.256280e+00 3.313806e+00 4.342594e+00
[19,] 1.429653e+00 2.593377e+00 3.152203e+00 3.198978e+00 3.922381e+00
[20,] 7.817300e-01 1.850733e+00 2.880387e+00 3.208482e+00 3.563706e+00
[21,] 4.059532e-01 1.177878e+00 2.323201e+00 3.155805e+00 3.463155e+00
[22,] 1.976177e-01 7.058828e-01 1.669357e+00 2.784378e+00 3.459592e+00
[23,] 7.918076e-02 3.808453e-01 1.105607e+00 2.181261e+00 3.201391e+00
[24,] 2.334753e-02 1.635315e-01 6.400405e-01 1.546554e+00 2.649139e+00
[25,] 4.804865e-03 5.094184e-02 2.899886e-01 9.418163e-01 1.964609e+00
[26,] 6.765703e-04 1.102752e-02 9.483677e-02 4.459471e-01 1.239906e+00
[27,] 6.474037e-05 1.631852e-03 2.154158e-02 1.524329e-01 6.081665e-01
[28,] 4.202466e-06 1.642070e-04 3.348899e-03 3.627640e-02 2.162895e-01
[29,] 1.853503e-07 1.124337e-05 3.553765e-04 5.938518e-03 5.394718e-02
[30,] 5.600087e-09 5.286077e-07 2.597652e-05 6.730061e-04 9.407916e-03
[31,] 1.191672e-10 1.761660e-08 1.355443e-06 5.485636e-05 1.189739e-03
[32,] 1.933150e-12 4.546619e-10 5.565213e-08 3.570941e-06 1.215902e-04
[33,] 2.779856e-14 1.061365e-11 2.104046e-09 2.172085e-07 1.173695e-05
[34,] 3.902123e-16 2.413606e-13 7.711088e-11 1.273233e-08 1.088036e-06
[35,] 4.832155e-18 4.743045e-15 2.395796e-12 6.228031e-10 8.334912e-08
[36,] 4.545761e-20 6.982561e-17 5.511405e-14 2.235382e-11 4.659263e-09
[37,] 3.007483e-22 7.191003e-19 8.831079e-16 5.570265e-13 1.804610e-10
[38,] 1.362162e-24 5.061358e-21 9.657933e-18 9.464112e-15 4.762720e-12
[39,] 4.189047e-27 2.417639e-23 7.165217e-20 1.090508e-16 8.522934e-14
[40,] 8.726117e-30 7.821191e-26 3.599827e-22 8.508386e-19 1.032685e-15
[41,] 1.230396e-32 1.712594e-28 1.224108e-24 4.493039e-21 8.468656e-18
[42,] 1.174088e-35 2.537833e-31 2.816958e-27 1.605657e-23 4.699789e-20
[43,] 7.581646e-39 2.544936e-34 4.386775e-30 3.883011e-26 1.765001e-22
[44,] 3.313036e-42 1.726992e-37 4.622846e-33 6.354529e-29 4.485493e-25
[45,] 9.796856e-46 7.930516e-41 3.296637e-36 7.037131e-32 7.713879e-28
[46,] 1.960405e-49 2.464399e-44 1.590857e-39 5.273588e-35 8.977053e-31
[47,] 2.654600e-53 5.182210e-48 5.195002e-43 2.674308e-38 7.069512e-34
[48,] 2.432498e-57 7.374265e-52 1.147995e-46 9.177324e-42 3.767424e-37
[49,] 1.508341e-61 7.100951e-56 1.716676e-50 2.131155e-45 1.358608e-40
[50,] 6.329174e-66 4.627159e-60 1.737147e-54 3.348990e-49 3.315455e-44
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 2.557094e-02 5.381959e-02 5.990835e-02 3.442381e-02 1.016671e-02
 [2,] 2.449361e-02 7.099911e-02 1.199198e-01 1.065698e-01 4.884238e-02
 [3,] 2.287576e-02 6.972903e-02 1.654239e-01 2.239756e-01 1.588740e-01
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[34,] 1.271839e+00 1.163884e+00 1.587345e+00 2.393177e+00 2.699844e+00
[35,] 1.258342e+00 9.567029e-01 9.402211e-01 1.491876e+00 2.244654e+00
[36,] 1.249334e+00 1.044295e+00 7.696447e-01 8.292696e-01 1.455505e+00
[37,] 1.077745e+00 1.104599e+00 9.335301e-01 6.476585e-01 8.265892e-01
[38,] 8.112549e-01 9.261680e-01 1.063370e+00 8.172448e-01 5.941850e-01
[39,] 5.775940e-01 6.096335e-01 9.023854e-01 9.816286e-01 6.817770e-01
[40,] 4.069057e-01 3.512972e-01 5.527722e-01 8.624186e-01 8.140749e-01
[41,] 2.656460e-01 2.060341e-01 2.604745e-01 5.280535e-01 7.363778e-01
[42,] 1.448752e-01 1.236886e-01 1.126301e-01 2.291326e-01 4.643230e-01
[43,] 6.390635e-02 6.576304e-02 5.390936e-02 7.719034e-02 2.018762e-01
[44,] 2.754269e-02 2.811686e-02 2.646114e-02 2.542383e-02 6.216571e-02
[45,] 1.962638e-02 1.069750e-02 1.100357e-02 9.858727e-03 1.521442e-02
[46,] 2.028493e-02 6.098997e-03 3.830823e-03 3.818068e-03 3.902515e-03
[47,] 1.751450e-02 5.921989e-03 1.710518e-03 1.249489e-03 1.213182e-03
[48,] 1.060332e-02 5.277883e-03 1.469047e-03 4.446929e-04 3.669839e-04
[49,] 4.369014e-03 3.349649e-03 1.334965e-03 3.132311e-04 1.088424e-04
[50,] 1.219406e-03 1.449891e-03 8.869335e-04 2.838022e-04 5.854922e-05
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 3.934016e-43 1.409985e-46 2.595051e-50 2.452631e-54 1.190340e-58
 [2,] 1.316923e-39 7.329742e-43 2.094934e-46 3.074729e-50 2.317372e-54
 [3,] 2.983266e-36 2.578523e-39 1.144467e-42 2.608498e-46 3.053025e-50
 [4,] 4.573200e-33 6.138325e-36 4.230902e-39 1.497514e-42 2.721834e-46
 [5,] 4.743908e-30 9.888170e-33 1.058398e-35 5.817513e-39 1.642020e-42
 [6,] 3.330107e-27 1.077925e-29 1.791730e-32 1.529366e-35 6.703526e-39
 [7,] 1.581864e-24 7.951504e-27 2.052501e-29 2.720649e-32 1.851888e-35
 [8,] 5.084929e-22 3.969315e-24 1.591111e-26 3.275219e-29 3.462050e-32
 [9,] 1.106099e-19 1.340833e-21 8.346610e-24 2.668090e-26 4.379697e-29
[10,] 1.628185e-17 3.065028e-19 2.962925e-21 1.470827e-23 3.749351e-26
[11,] 1.621838e-15 4.741192e-17 7.117446e-19 5.486757e-21 2.172005e-23
[12,] 1.093224e-13 4.962926e-15 1.156977e-16 1.385055e-18 8.514566e-21
[13,] 4.986674e-12 3.515485e-13 1.272690e-14 2.366002e-16 2.258714e-18
[14,] 1.539306e-10 1.685127e-11 9.473716e-13 2.735039e-14 4.054717e-16
[15,] 3.215888e-09 5.466076e-10 4.772130e-11 2.139468e-12 4.925534e-14
[16,] 4.550476e-08 1.199839e-08 1.626679e-09 1.132518e-10 4.048958e-12
[17,] 4.379478e-07 1.782402e-07 3.752238e-08 4.056787e-09 2.252322e-10
[18,] 2.936535e-06 1.792656e-06 5.857148e-07 9.833758e-08 8.478464e-09
[19,] 1.548129e-05 1.223393e-05 6.187480e-06 1.613083e-06 2.159731e-07
[20,] 9.157001e-05 5.737464e-05 4.424957e-05 1.790648e-05 3.722917e-06
[21,] 7.234873e-04 1.978499e-04 2.145543e-04 1.345348e-04 4.342895e-05
[22,] 5.301520e-03 6.519191e-04 7.109472e-04 6.844616e-04 3.428700e-04
[23,] 2.827515e-02 2.890146e-03 1.676828e-03 2.362965e-03 1.832689e-03
[24,] 1.035235e-01 1.389675e-02 3.354289e-03 5.585164e-03 6.641243e-03
[25,] 2.581457e-01 5.178581e-02 8.202297e-03 9.392843e-03 1.640204e-02
[26,] 4.426080e-01 1.345543e-01 2.448672e-02 1.298789e-02 2.817286e-02
[27,] 5.447660e-01 2.408573e-01 6.219163e-02 1.996849e-02 3.619421e-02
[28,] 5.537999e-01 3.076488e-01 1.140745e-01 3.653536e-02 4.216837e-02
[29,] 6.025878e-01 3.232948e-01 1.509727e-01 6.009674e-02 5.465948e-02
[30,] 7.678820e-01 3.822796e-01 1.692284e-01 7.702512e-02 7.158339e-02
[31,] 1.004881e+00 5.843216e-01 2.400802e-01 9.040351e-02 7.814175e-02
[32,] 1.326003e+00 9.413797e-01 4.797668e-01 1.606694e-01 7.690338e-02
[33,] 1.808092e+00 1.419629e+00 9.602303e-01 4.145996e-01 1.248077e-01
[34,] 2.328969e+00 1.976492e+00 1.636582e+00 9.765184e-01 3.522269e-01
[35,] 2.524143e+00 2.472106e+00 2.353258e+00 1.823604e+00 9.171043e-01
[36,] 2.191617e+00 2.650189e+00 2.896279e+00 2.721161e+00 1.837345e+00
[37,] 1.560070e+00 2.401358e+00 3.069142e+00 3.353440e+00 2.849590e+00
[38,] 9.984919e-01 1.923287e+00 2.878416e+00 3.537710e+00 3.549579e+00
[39,] 6.835843e-01 1.442211e+00 2.550416e+00 3.401975e+00 3.740752e+00
[40,] 6.040274e-01 1.018955e+00 2.177437e+00 3.246218e+00 3.657369e+00
[41,] 6.203616e-01 6.948732e-01 1.649106e+00 3.047988e+00 3.690855e+00
[42,] 5.491549e-01 5.046485e-01 1.026117e+00 2.480221e+00 3.739306e+00
[43,] 3.548903e-01 3.760393e-01 5.445077e-01 1.566750e+00 3.254939e+00
[44,] 1.590070e-01 2.355133e-01 2.818706e-01 7.470698e-01 2.157764e+00
[45,] 4.909131e-02 1.078097e-01 1.453965e-01 2.867934e-01 1.038738e+00
[46,] 1.080230e-02 3.428408e-02 6.364206e-02 1.021279e-01 3.647422e-01
[47,] 1.957000e-03 7.530606e-03 2.057068e-02 3.576613e-02 9.950810e-02
[48,] 3.981460e-04 1.192756e-03 4.641424e-03 1.083714e-02 2.404788e-02
[49,] 9.861931e-05 1.629511e-04 7.267202e-04 2.464455e-03 5.624754e-03
[50,] 2.505245e-05 2.666778e-05 8.348292e-05 3.942644e-04 1.165722e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.966654e-63 3.796813e-68 2.495313e-73 8.421415e-79 1.459489e-84
 [2,] 8.968956e-59 1.782561e-63 1.819284e-68 9.534779e-74 2.566117e-79
 [3,] 1.834963e-54 5.663442e-59 8.976092e-64 7.305472e-69 3.053268e-74
 [4,] 2.540442e-50 1.217624e-54 2.996890e-59 3.787761e-64 2.458385e-69
 [5,] 2.379996e-46 1.771455e-50 6.770768e-55 1.328923e-59 1.339422e-64
 [6,] 1.508870e-42 1.744041e-46 1.035178e-50 3.155207e-55 4.938512e-60
 [7,] 6.473117e-39 1.161899e-42 1.070969e-46 5.069206e-51 1.232135e-55
 [8,] 1.879243e-35 5.238276e-39 7.498041e-43 5.511395e-47 2.080323e-51
 [9,] 3.691850e-32 1.598085e-35 3.552302e-39 4.054843e-43 2.376806e-47
[10,] 4.908026e-29 3.299237e-32 1.138870e-35 2.018781e-39 1.837637e-43
[11,] 4.415318e-26 4.609131e-29 2.470758e-32 6.801358e-36 9.614275e-40
[12,] 2.687907e-23 4.357342e-26 3.627298e-29 1.550598e-32 3.403852e-36
[13,] 1.107295e-20 2.787542e-23 3.603574e-26 2.392213e-29 8.154959e-33
[14,] 3.086835e-18 1.206763e-20 2.422617e-23 2.497481e-26 1.322132e-29
[15,] 5.823133e-16 3.535214e-18 1.102120e-20 1.764399e-23 1.450507e-26
[16,] 7.433564e-14 7.008200e-16 3.392894e-18 8.435066e-21 1.076867e-23
[17,] 6.421472e-12 9.401440e-14 7.068196e-16 2.728835e-18 5.410051e-21
[18,] 3.753806e-10 8.534581e-12 9.964308e-14 5.974020e-16 1.839253e-18
[19,] 1.484922e-08 5.242810e-10 9.505599e-12 8.850127e-14 4.231309e-16
[20,] 3.974966e-07 2.179432e-08 6.136333e-10 8.872161e-12 6.587264e-14
[21,] 7.200519e-06 6.130847e-07 2.680623e-08 6.018752e-10 6.939570e-12
[22,] 8.826831e-05 1.167074e-05 7.924307e-07 2.763007e-08 4.947189e-10
[23,] 7.323016e-04 1.503434e-04 1.585208e-05 8.583312e-07 2.386610e-08
[24,] 4.112898e-03 1.310709e-03 2.145934e-04 1.804371e-05 7.791133e-07
[25,] 1.565547e-02 7.735258e-03 1.965976e-03 2.566862e-04 1.721154e-05
[26,] 4.055911e-02 3.093131e-02 1.219164e-02 2.471177e-03 2.573009e-04
[27,] 7.267621e-02 8.410618e-02 5.121717e-02 1.610311e-02 2.603065e-03
[28,] 9.538433e-02 1.576248e-01 1.461995e-01 7.107400e-02 1.782442e-02
[29,] 1.076000e-01 2.137653e-01 2.868169e-01 2.130159e-01 8.265707e-02
[30,] 1.290065e-01 2.419344e-01 4.031404e-01 4.377211e-01 2.601423e-01
[31,] 1.590442e-01 2.843155e-01 4.610204e-01 6.389552e-01 5.601995e-01
[32,] 1.646296e-01 3.501790e-01 5.346103e-01 7.414768e-01 8.507139e-01
[33,] 1.352622e-01 3.688916e-01 6.607215e-01 8.498634e-01 1.005681e+00
[34,] 1.313459e-01 2.951865e-01 7.156835e-01 1.050974e+00 1.141430e+00
[35,] 2.863636e-01 2.014006e-01 5.871483e-01 1.169955e+00 1.407529e+00
[36,] 7.677916e-01 2.398195e-01 3.623764e-01 9.953693e-01 1.606518e+00
[37,] 1.630124e+00 5.717537e-01 2.437484e-01 6.159720e-01 1.420199e+00
[38,] 2.630522e+00 1.264473e+00 3.917874e-01 3.130528e-01 9.078895e-01
[39,] 3.326378e+00 2.123824e+00 8.584696e-01 2.718406e-01 4.289204e-01
[40,] 3.500979e+00 2.733749e+00 1.496589e+00 5.148264e-01 2.197244e-01
[41,] 3.450878e+00 2.870066e+00 1.965816e+00 9.193115e-01 2.809672e-01
[42,] 3.639592e+00 2.827028e+00 2.058398e+00 1.234939e+00 4.919843e-01
[43,] 3.941409e+00 3.083931e+00 2.008918e+00 1.292090e+00 6.758316e-01
[44,] 3.657346e+00 3.547770e+00 2.241158e+00 1.240788e+00 7.092645e-01
[45,] 2.563276e+00 3.500280e+00 2.722554e+00 1.397608e+00 6.674333e-01
[46,] 1.290090e+00 2.595804e+00 2.849028e+00 1.780324e+00 7.487192e-01
[47,] 4.602333e-01 1.376982e+00 2.233997e+00 1.970756e+00 9.916867e-01
[48,] 1.177200e-01 5.141284e-01 1.250539e+00 1.631975e+00 1.157715e+00
[49,] 2.271846e-02 1.346930e-01 4.918895e-01 9.635664e-01 1.011057e+00
[50,] 3.703540e-03 2.499443e-02 1.351102e-01 3.996037e-01 6.290800e-01
             [,46]        [,47]         [,48]         [,49]         [,50]
 [1,] 1.298886e-90 5.936033e-97 1.393081e-103 1.678848e-110 1.038967e-117
 [2,] 3.546476e-85 2.516937e-91  9.172813e-98 1.716675e-104 1.649789e-111
 [3,] 6.552940e-80 7.222081e-86  4.087363e-92  1.187899e-98 1.772844e-105
 [4,] 8.193547e-75 1.402326e-80  1.232482e-86  5.562467e-93  1.289168e-99
 [5,] 6.932497e-70 1.842540e-75  2.514772e-81  1.762527e-87  6.343484e-94
 [6,] 3.969348e-65 1.638314e-70  3.472399e-76  3.779354e-82  2.112323e-88
 [7,] 1.537912e-60 9.857339e-66  3.244460e-71  5.483787e-77  4.759634e-83
 [8,] 4.032318e-56 4.013596e-61  2.051479e-66  5.384632e-72  7.257712e-78
 [9,] 7.154318e-52 1.105853e-56  8.777717e-62  3.577840e-67  7.488849e-73
[10,] 8.589835e-48 2.061887e-52  2.541556e-57  1.608754e-62  5.229194e-68
[11,] 6.978984e-44 2.601494e-48  4.979756e-53  4.894954e-58  2.470837e-63
[12,] 3.837044e-40 2.221149e-44  6.602578e-49  1.007870e-53  7.900425e-59
[13,] 1.427573e-36 1.283305e-40  5.924015e-45  1.404293e-49  1.709440e-54
[14,] 3.594199e-33 5.017465e-37  3.596842e-41  1.324078e-45  2.502999e-50
[15,] 6.123471e-30 1.327487e-33  1.477808e-37  8.448130e-42  2.480037e-46
[16,] 7.059767e-27 2.376696e-30  4.108767e-34  3.647579e-38  1.662849e-42
[17,] 5.507825e-24 2.879478e-27  7.730406e-31  1.065727e-34  7.544743e-39
[18,] 2.907843e-21 2.360780e-24  9.842257e-28  2.107119e-31  2.316532e-35
[19,] 1.038855e-18 1.309754e-21  8.479678e-25  2.819189e-28  4.813090e-32
[20,] 2.511514e-16 4.917235e-19  4.943803e-22  2.552445e-25  6.767164e-29
[21,] 4.108786e-14 1.249250e-16  1.950474e-19  1.563817e-22  6.438527e-26
[22,] 4.548729e-12 2.147715e-14  5.207363e-17  6.483570e-20  4.145391e-23
[23,] 3.407717e-10 2.498622e-12  9.407895e-15  1.819028e-17  1.806098e-20
[24,] 1.727558e-08 1.967071e-10  1.150171e-12  3.453503e-15  5.324909e-18
[25,] 5.926529e-07 1.047944e-08  9.515484e-11  4.436893e-13  1.062385e-15
[26,] 1.375832e-05 3.777914e-07  5.327151e-09  3.857389e-11  1.434323e-13
[27,] 2.161395e-04 9.216487e-06  2.018170e-07  2.269376e-09  1.310420e-11
[28,] 2.297841e-03 1.521528e-04  5.173897e-06  9.034745e-08  8.101588e-10
[29,] 1.653404e-02 1.699843e-03  8.975918e-05  2.434015e-06  3.389433e-08
[30,] 8.056009e-02 1.285285e-02  1.053784e-03  4.437425e-05  9.595814e-07
[31,] 2.662748e-01 6.580027e-02  8.372901e-03  5.474546e-04  1.838384e-05
[32,] 6.011656e-01 2.284330e-01  4.504029e-02  4.570972e-03  2.383407e-04
[33,] 9.511479e-01 5.408948e-01  1.642436e-01  2.583678e-02  2.091205e-03
[34,] 1.149626e+00 8.927632e-01  4.080051e-01  9.897185e-02  1.242046e-02
[35,] 1.295286e+00 1.106992e+00  7.032936e-01  2.580028e-01  4.998295e-02
[36,] 1.587646e+00 1.241965e+00  8.973989e-01  4.648925e-01  1.367621e-01
[37,] 1.852543e+00 1.509034e+00  1.006096e+00  6.121429e-01  2.578103e-01
[38,] 1.701109e+00 1.794290e+00  1.209264e+00  6.884374e-01  3.511822e-01
[39,] 1.132225e+00 1.709630e+00  1.460077e+00  8.174175e-01  3.977820e-01
[40,] 5.393864e-01 1.186948e+00  1.441555e+00  9.985175e-01  4.663119e-01
[41,] 2.120704e-01 5.849771e-01  1.044186e+00  1.019874e+00  5.741033e-01
[42,] 1.506009e-01 2.131375e-01  5.364317e-01  7.705002e-01  6.054728e-01
[43,] 2.303390e-01 8.931186e-02  1.963305e-01  4.135010e-01  4.768386e-01
[44,] 3.209440e-01 9.627439e-02  6.135565e-02  1.563199e-01  2.674659e-01
[45,] 3.394698e-01 1.318196e-01  3.809412e-02  4.421247e-02  1.053854e-01
[46,] 3.128908e-01 1.410211e-01  4.687244e-02  1.588007e-02  2.961111e-02
[47,] 3.449169e-01 1.276942e-01  5.058569e-02  1.463065e-02  7.522555e-03
[48,] 4.703322e-01 1.367344e-01  4.524064e-02  1.560404e-02  4.192880e-03
[49,] 5.770688e-01 1.898191e-01  4.665969e-02  1.385964e-02  4.137309e-03
[50,] 5.307066e-01 2.438252e-01  6.514974e-02  1.370413e-02  3.655720e-03

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

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
    0.05548      1.05367  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1lytg1226487272.ps tmp/1lytg1226487272.png")
> system("convert tmp/2oza81226487272.ps tmp/2oza81226487272.png")
> system("convert tmp/347oj1226487272.ps tmp/347oj1226487272.png")
> system("convert tmp/4gd991226487272.ps tmp/4gd991226487272.png")
> system("convert tmp/50qqy1226487272.ps tmp/50qqy1226487272.png")
> system("convert tmp/6wiau1226487272.ps tmp/6wiau1226487272.png")
> system("convert tmp/7vxkm1226487272.ps tmp/7vxkm1226487272.png")
> 
> 
> proc.time()
   user  system elapsed 
  4.315   2.384   4.616