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(418,410,418,426,428,430,424,423,427,441,449,452,462,455,461,461,463,462,456,455,456,472,472,471,465,459,465,468,467,463,460,462,461,476,476,471,453,443,442,444,438,427,424,416,406,431,434,418,412,404,409,412,406,398,397,385,390,413,413,401)
> y <- c(148,138,137,136,133,126,120,114,116,153,162,161,149,139,135,130,127,122,117,112,113,149,157,157,147,137,132,125,123,117,114,111,112,144,150,149,134,123,116,117,111,105,102,95,93,124,130,124,115,106,105,105,101,95,93,84,87,116,120,117)
> x <- c(565,547,555,562,561,555,544,537,543,594,611,613,611,594,595,591,589,584,573,567,569,621,629,628,612,595,597,593,590,580,574,573,573,620,626,620,588,566,557,561,549,532,526,511,499,555,565,542,527,510,514,517,508,493,490,469,478,528,534,518)
> par7 = 'vanaf 25 jaar'
> par6 = 'jonger dan 25 jaar'
> par5 = 'tot werkloosheid'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

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


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/freestat/rcomp/tmp/1uv6q1226487594.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/2f1p81226487594.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/3m7cr1226487594.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/4s5yv1226487594.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/html/freestat/rcomp/tmp/58i521226487594.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  
  -109.6991       0.4154  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/6rjtf1226487594.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]  71.04937  73.16981  75.29024  77.41067  79.53111  81.65154  83.77198
 [8]  85.89241  88.01284  90.13328  92.25371  94.37414  96.49458  98.61501
[15] 100.73545 102.85588 104.97631 107.09675 109.21718 111.33761 113.45805
[22] 115.57848 117.69892 119.81935 121.93978 124.06022 126.18065 128.30108
[29] 130.42152 132.54195 134.66239 136.78282 138.90325 141.02369 143.14412
[36] 145.26455 147.38499 149.50542 151.62586 153.74629 155.86672 157.98716
[43] 160.10759 162.22802 164.34846 166.46889 168.58933 170.70976 172.83019
[50] 174.95063

$yords
 [1] 372.7295 375.0874 377.4454 379.8034 382.1614 384.5194 386.8773 389.2353
 [9] 391.5933 393.9513 396.3093 398.6673 401.0252 403.3832 405.7412 408.0992
[17] 410.4572 412.8151 415.1731 417.5311 419.8891 422.2471 424.6050 426.9630
[25] 429.3210 431.6790 434.0370 436.3950 438.7529 441.1109 443.4689 445.8269
[33] 448.1849 450.5428 452.9008 455.2588 457.6168 459.9748 462.3327 464.6907
[41] 467.0487 469.4067 471.7647 474.1227 476.4806 478.8386 481.1966 483.5546
[49] 485.9126 488.2705

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.567453e-03 3.341153e-03 3.838720e-03 3.907511e-03 3.543180e-03
 [2,] 3.056659e-03 4.287312e-03 5.309564e-03 5.825012e-03 5.688367e-03
 [3,] 3.292649e-03 4.978534e-03 6.647745e-03 7.863719e-03 8.276676e-03
 [4,] 3.209430e-03 5.232141e-03 7.534734e-03 9.614364e-03 1.091421e-02
 [5,] 2.831041e-03 4.977095e-03 7.732167e-03 1.064720e-02 1.304483e-02
 [6,] 2.260470e-03 4.286390e-03 7.185897e-03 1.068275e-02 1.413508e-02
 [7,] 1.634543e-03 3.343680e-03 6.050661e-03 9.715443e-03 1.389213e-02
 [8,] 1.071615e-03 2.364874e-03 4.620185e-03 8.015795e-03 1.239401e-02
 [9,] 6.388493e-04 1.520114e-03 3.205678e-03 6.010278e-03 1.005349e-02
[10,] 3.489896e-04 8.933991e-04 2.030765e-03 4.111416e-03 7.438654e-03
[11,] 1.782030e-04 4.875200e-04 1.188539e-03 2.589386e-03 5.056385e-03
[12,] 8.913351e-05 2.563126e-04 6.612259e-04 1.534148e-03 3.208959e-03
[13,] 4.755260e-05 1.396857e-04 3.712217e-04 8.959339e-04 1.969271e-03
[14,] 2.941621e-05 8.636028e-05 2.296101e-04 5.575693e-04 1.245712e-03
[15,] 2.094533e-05 6.207444e-05 1.648226e-04 3.965205e-04 8.756247e-04
[16,] 1.571273e-05 4.829676e-05 1.313564e-04 3.188938e-04 6.998093e-04
[17,] 1.147013e-05 3.729341e-05 1.064647e-04 2.682493e-04 6.016100e-04
[18,] 7.830412e-06 2.717514e-05 8.250671e-05 2.197532e-04 5.159858e-04
[19,] 4.936798e-06 1.833237e-05 5.948250e-05 1.688672e-04 4.205744e-04
[20,] 2.882574e-06 1.143471e-05 3.964655e-05 1.202077e-04 3.191345e-04
[21,] 1.581529e-06 6.667332e-06 2.460701e-05 7.949481e-05 2.248904e-04
[22,] 8.365127e-07 3.716475e-06 1.449273e-05 4.958020e-05 1.487743e-04
[23,] 4.405685e-07 2.043549e-06 8.341019e-06 2.994622e-05 9.454032e-05
[24,] 2.368173e-07 1.140962e-06 4.840742e-06 1.809021e-05 5.955739e-05
[25,] 1.299502e-07 6.523295e-07 2.878707e-06 1.117769e-05 3.822077e-05
[26,] 7.104227e-08 3.749412e-07 1.734615e-06 7.041785e-06 2.511267e-05
[27,] 3.745614e-08 2.098245e-07 1.027758e-06 4.405353e-06 1.654049e-05
[28,] 1.854834e-08 1.110564e-07 5.804621e-07 2.649922e-06 1.057354e-05
[29,] 8.483197e-09 5.451888e-08 3.055895e-07 1.494473e-06 6.379616e-06
[30,] 3.550185e-09 2.454884e-08 1.479906e-07 7.779746e-07 3.567478e-06
[31,] 1.353155e-09 1.008121e-08 6.546961e-08 3.706876e-07 1.830287e-06
[32,] 4.687325e-10 3.765649e-09 2.637077e-08 1.610061e-07 8.572006e-07
[33,] 1.474522e-10 1.278127e-09 9.658567e-09 6.364025e-08 3.656861e-07
[34,] 4.212236e-11 3.941496e-10 3.215884e-09 2.288209e-08 1.420108e-07
[35,] 1.093140e-11 1.104738e-10 9.737073e-10 7.486015e-09 5.021118e-08
[36,] 2.578808e-12 2.816135e-11 2.682770e-10 2.229866e-09 1.617388e-08
[37,] 5.534697e-13 6.534422e-12 6.731880e-11 6.052748e-10 4.750393e-09
[38,] 1.081690e-13 1.381444e-12 1.539945e-11 1.498611e-10 1.273370e-09
[39,] 1.926993e-14 2.663600e-13 3.214583e-12 3.387761e-11 3.118145e-10
[40,] 3.132339e-15 4.688685e-14 6.129384e-13 6.998798e-12 6.981083e-11
[41,] 4.650473e-16 7.542015e-15 1.068467e-13 1.322402e-12 1.429984e-11
[42,] 6.311762e-17 1.109502e-15 1.703980e-14 2.286592e-13 2.681141e-12
[43,] 7.836899e-18 1.493613e-16 2.487341e-15 3.619478e-14 4.602238e-13
[44,] 8.906204e-19 1.840650e-17 3.324011e-16 5.245127e-15 7.231562e-14
[45,] 9.266070e-20 2.076635e-18 4.066398e-17 6.956903e-16 1.039779e-14
[46,] 8.825187e-21 2.144412e-19 4.552148e-18 8.441191e-17 1.367158e-15
[47,] 7.691789e-22 2.025834e-20 4.660309e-19 9.362740e-18 1.642507e-16
[48,] 6.131154e-23 1.749578e-21 4.359620e-20 9.484690e-19 1.801316e-17
[49,] 4.466017e-24 1.380109e-22 3.723122e-21 8.766657e-20 1.801461e-18
[50,] 2.969962e-25 9.933733e-24 2.899659e-22 7.385610e-21 1.641209e-19
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.888029e-03 2.149596e-03 1.500314e-03 1.021625e-03 7.103984e-04
 [2,] 4.982566e-03 3.965243e-03 2.929368e-03 2.076599e-03 1.473138e-03
 [3,] 7.802097e-03 6.657121e-03 5.231424e-03 3.890376e-03 2.840276e-03
 [4,] 1.108619e-02 1.016524e-02 8.532742e-03 6.701921e-03 5.080201e-03
 [5,] 1.429375e-02 1.411214e-02 1.269754e-02 1.059543e-02 8.409231e-03
 [6,] 1.672499e-02 1.781002e-02 1.722776e-02 1.534924e-02 1.285246e-02
 [7,] 1.776704e-02 2.043740e-02 2.130693e-02 2.035500e-02 1.810202e-02
 [8,] 1.714885e-02 2.133813e-02 2.402850e-02 2.470066e-02 2.346308e-02
 [9,] 1.506123e-02 2.029652e-02 2.473296e-02 2.743908e-02 2.797117e-02
[10,] 1.207008e-02 1.763119e-02 2.328373e-02 2.794300e-02 3.068372e-02
[11,] 8.876809e-03 1.405264e-02 2.012386e-02 2.616406e-02 3.103137e-02
[12,] 6.064074e-03 1.037177e-02 1.608209e-02 2.264879e-02 2.904784e-02
[13,] 3.948079e-03 7.221608e-03 1.204482e-02 1.830545e-02 2.534931e-02
[14,] 2.572455e-03 4.914954e-03 8.668727e-03 1.405779e-02 2.087861e-02
[15,] 1.797247e-03 3.458147e-03 6.249752e-03 1.056158e-02 1.655870e-02
[16,] 1.411029e-03 2.660251e-03 4.753705e-03 8.086806e-03 1.302247e-02
[17,] 1.216827e-03 2.260527e-03 3.939929e-03 6.559851e-03 1.050792e-02
[18,] 1.077054e-03 2.025829e-03 3.501625e-03 5.696507e-03 8.907529e-03
[19,] 9.234600e-04 1.803144e-03 3.176014e-03 5.154074e-03 7.907783e-03
[20,] 7.439174e-04 1.530606e-03 2.805903e-03 4.655160e-03 7.151842e-03
[21,] 5.578895e-04 1.217266e-03 2.349917e-03 4.056819e-03 6.374141e-03
[22,] 3.917427e-04 9.065773e-04 1.850468e-03 3.354818e-03 5.470332e-03
[23,] 2.624484e-04 6.410907e-04 1.380755e-03 2.633647e-03 4.487162e-03
[24,] 1.727753e-04 4.418862e-04 9.976698e-04 1.994178e-03 3.549549e-03
[25,] 1.151897e-04 3.062876e-04 7.195565e-04 1.497124e-03 2.770718e-03
[26,] 7.877386e-05 2.176642e-04 5.307633e-04 1.145034e-03 2.193889e-03
[27,] 5.446358e-05 1.575027e-04 4.007794e-04 8.996024e-04 1.787657e-03
[28,] 3.690772e-05 1.128297e-04 3.025562e-04 7.131650e-04 1.482172e-03
[29,] 2.378595e-05 7.752118e-05 2.210979e-04 5.527272e-04 1.213994e-03
[30,] 1.427590e-05 4.988168e-05 1.523079e-04 4.068666e-04 9.525180e-04
[31,] 7.883290e-06 2.963155e-05 9.725521e-05 2.789639e-04 7.001593e-04
[32,] 3.980622e-06 1.612832e-05 5.704119e-05 1.762059e-04 4.758578e-04
[33,] 1.832887e-06 8.015518e-06 3.059488e-05 1.019755e-04 2.970059e-04
[34,] 7.688894e-07 3.632680e-06 1.498091e-05 5.394652e-05 1.697169e-04
[35,] 2.938734e-07 1.501153e-06 6.694285e-06 2.606953e-05 8.869188e-05
[36,] 1.023928e-07 5.658892e-07 2.730837e-06 1.150996e-05 4.238361e-05
[37,] 3.254939e-08 1.947475e-07 1.017649e-06 4.645267e-06 1.852725e-05
[38,] 9.448689e-09 6.123623e-08 3.466823e-07 1.714786e-06 7.411653e-06
[39,] 2.506886e-09 1.760691e-08 1.080416e-07 5.793018e-07 2.714372e-06
[40,] 6.083595e-10 4.632067e-09 3.081740e-08 1.791631e-07 9.102283e-07
[41,] 1.351116e-10 1.115494e-09 8.047566e-09 5.073250e-08 2.794642e-07
[42,] 2.747048e-11 2.459394e-10 1.923948e-09 1.315052e-08 7.853256e-08
[43,] 5.113213e-12 4.963643e-11 4.209762e-10 3.119091e-09 2.018680e-08
[44,] 8.710859e-13 9.166537e-12 8.425925e-11 6.764670e-10 4.742808e-09
[45,] 1.357498e-13 1.547960e-12 1.541497e-11 1.340379e-10 1.017536e-09
[46,] 1.933765e-14 2.388350e-13 2.575339e-12 2.424082e-11 1.991446e-10
[47,] 2.515722e-15 3.363589e-14 3.925164e-13 3.997241e-12 3.551757e-11
[48,] 2.985939e-16 4.319451e-15 5.452091e-14 6.003706e-13 5.766783e-12
[49,] 3.230072e-17 5.052778e-16 6.894655e-15 8.205373e-14 8.515866e-13
[50,] 3.181374e-18 5.378703e-17 7.930326e-16 1.019530e-14 1.142752e-13
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.202796e-04 4.006265e-04 3.151704e-04 2.441472e-04 1.801736e-04
 [2,] 1.084592e-03 8.384909e-04 6.691352e-04 5.336640e-04 4.112850e-04
 [3,] 2.113931e-03 1.639657e-03 1.319959e-03 1.076177e-03 8.607178e-04
 [4,] 3.851315e-03 3.003691e-03 2.429784e-03 2.010795e-03 1.656899e-03
 [5,] 6.551191e-03 5.163832e-03 4.192043e-03 3.498948e-03 2.946688e-03
 [6,] 1.038531e-02 8.336265e-03 6.804849e-03 5.702786e-03 4.868380e-03
 [7,] 1.530907e-02 1.262999e-02 1.042253e-02 8.757463e-03 7.523108e-03
 [8,] 2.093989e-02 1.793083e-02 1.508221e-02 1.273786e-02 1.095782e-02
 [9,] 2.653189e-02 2.380622e-02 2.061465e-02 1.761379e-02 1.516137e-02
[10,] 3.111579e-02 2.950276e-02 2.657424e-02 2.319055e-02 2.005608e-02
[11,] 3.379304e-02 3.409245e-02 3.224687e-02 2.905460e-02 2.546280e-02
[12,] 3.406532e-02 3.674993e-02 3.678434e-02 3.457450e-02 3.104603e-02
[13,] 3.202984e-02 3.704874e-02 3.945123e-02 3.900875e-02 3.629089e-02
[14,] 2.833159e-02 3.512334e-02 3.988421e-02 4.171667e-02 4.057608e-02
[15,] 2.390186e-02 3.160525e-02 3.822624e-02 4.238387e-02 4.335088e-02
[16,] 1.962582e-02 2.736960e-02 3.505563e-02 4.113452e-02 4.433317e-02
[17,] 1.609249e-02 2.322728e-02 3.114905e-02 3.845803e-02 4.360373e-02
[18,] 1.350372e-02 1.970189e-02 2.720665e-02 3.499346e-02 4.153225e-02
[19,] 1.173013e-02 1.695786e-02 2.366594e-02 3.129680e-02 3.858797e-02
[20,] 1.045569e-02 1.486588e-02 2.065892e-02 2.770515e-02 3.516027e-02
[21,] 9.346390e-03 1.314973e-02 1.809079e-02 2.433384e-02 3.148633e-02
[22,] 8.185669e-03 1.154908e-02 1.578043e-02 2.116756e-02 2.769321e-02
[23,] 6.932400e-03 9.937505e-03 1.359675e-02 1.817767e-02 2.389128e-02
[24,] 5.687338e-03 8.352490e-03 1.153600e-02 1.540628e-02 2.024597e-02
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[36,] 2.088047e-02 1.417479e-02 8.796112e-03 4.953054e-03 2.515005e-03
[37,] 2.366818e-02 1.656753e-02 1.063328e-02 6.209129e-03 3.275740e-03
[38,] 2.604918e-02 1.878750e-02 1.246674e-02 7.553366e-03 4.147882e-03
[39,] 2.760536e-02 2.047766e-02 1.402139e-02 8.800742e-03 5.026659e-03
[40,] 2.804163e-02 2.135178e-02 1.504562e-02 9.756052e-03 5.781724e-03
[41,] 2.724617e-02 2.126179e-02 1.537566e-02 1.026563e-02 6.291352e-03
[42,] 2.529201e-02 2.021903e-02 1.497156e-02 1.025701e-02 6.475713e-03
[43,] 2.239292e-02 1.836539e-02 1.391127e-02 9.751373e-03 6.317041e-03
[44,] 1.884950e-02 1.591881e-02 1.234974e-02 8.844522e-03 5.858655e-03
[45,] 1.500941e-02 1.312713e-02 1.046984e-02 7.668223e-03 5.183993e-03
[46,] 1.123362e-02 1.024422e-02 8.450689e-03 6.354217e-03 4.387366e-03
[47,] 7.848998e-03 7.513777e-03 6.457618e-03 5.016665e-03 3.551730e-03
[48,] 5.088677e-03 5.142148e-03 4.637748e-03 3.751108e-03 2.741277e-03
[49,] 3.048189e-03 3.261928e-03 3.106334e-03 2.635950e-03 2.004458e-03
[50,] 1.685339e-03 1.908475e-03 1.926941e-03 1.726801e-03 1.377357e-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  
    334.705        0.837  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7i17w1226487594.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] 436.2321 440.8349 445.4376 450.0404 454.6432 459.2459 463.8487 468.4515
 [9] 473.0543 477.6570 482.2598 486.8626 491.4654 496.0681 500.6709 505.2737
[17] 509.8764 514.4792 519.0820 523.6848 528.2875 532.8903 537.4931 542.0958
[25] 546.6986 551.3014 555.9042 560.5069 565.1097 569.7125 574.3152 578.9180
[33] 583.5208 588.1236 592.7263 597.3291 601.9319 606.5346 611.1374 615.7402
[41] 620.3430 624.9457 629.5485 634.1513 638.7541 643.3568 647.9596 652.5624
[49] 657.1651 661.7679

$yords
 [1] 372.7295 375.0874 377.4454 379.8034 382.1614 384.5194 386.8773 389.2353
 [9] 391.5933 393.9513 396.3093 398.6673 401.0252 403.3832 405.7412 408.0992
[17] 410.4572 412.8151 415.1731 417.5311 419.8891 422.2471 424.6050 426.9630
[25] 429.3210 431.6790 434.0370 436.3950 438.7529 441.1109 443.4689 445.8269
[33] 448.1849 450.5428 452.9008 455.2588 457.6168 459.9748 462.3327 464.6907
[41] 467.0487 469.4067 471.7647 474.1227 476.4806 478.8386 481.1966 483.5546
[49] 485.9126 488.2705

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  2.643867e-03  3.020422e-03  2.181760e-03  1.106049e-03  4.625869e-04
 [2,]  2.462913e-03  4.060270e-03  4.075152e-03  2.709129e-03  1.343199e-03
 [3,]  1.682673e-03  4.051161e-03  5.768419e-03  5.195892e-03  3.266220e-03
 [4,]  8.416850e-04  2.983345e-03  6.121307e-03  7.657067e-03  6.345716e-03
 [5,]  3.086958e-04  1.618055e-03  4.835529e-03  8.562952e-03  9.614158e-03
 [6,]  8.352010e-05  6.477904e-04  2.836157e-03  7.207959e-03  1.120423e-02
 [7,]  1.689344e-05  1.931016e-04  1.239314e-03  4.554449e-03  9.961467e-03
 [8,]  2.615532e-06  4.363582e-05  4.082968e-04  2.171111e-03  6.743280e-03
 [9,]  3.207271e-07  7.696572e-06  1.037947e-04  7.933295e-04  3.501937e-03
[10,]  3.229471e-08  1.098825e-06  2.105636e-05  2.285777e-04  1.424058e-03
[11,]  2.726203e-09  1.306976e-07  3.525917e-06  5.378081e-05  4.682713e-04
[12,]  1.919403e-10  1.302296e-08  4.952866e-07  1.059837e-05  1.285046e-04
[13,]  1.101785e-11  1.068592e-09  5.782204e-08  1.750236e-06  2.977056e-05
[14,]  5.026895e-13  7.041209e-11  5.478672e-09  2.373087e-07  5.737929e-06
[15,]  1.784094e-14  3.642611e-12  4.113630e-10  2.575458e-08  8.959001e-07
[16,]  4.838747e-16  1.452522e-13  2.400882e-11  2.190865e-09  1.106396e-07
[17,]  9.878329e-18  4.394947e-15  1.071882e-12  1.436880e-10  1.061541e-08
[18,]  1.498970e-19  9.953345e-17  3.608764e-14  7.161284e-12  7.798239e-10
[19,]  1.673961e-21  1.668153e-18  9.048514e-16  2.676669e-13  4.327720e-11
[20,]  1.365698e-23  2.050867e-20  1.672507e-17  7.417562e-15  1.792171e-12
[21,]  8.098164e-26  1.837818e-22  2.261345e-19  1.510144e-16  5.480514e-14
[22,]  3.478061e-28  1.195141e-24  2.224227e-21  2.243485e-18  1.227598e-15
[23,]  1.079497e-30  5.623591e-27  1.585531e-23  2.420564e-20  2.002284e-17
[24,]  2.417719e-33  1.910991e-29  8.171075e-26  1.890667e-22  2.368478e-19
[25,]  3.903801e-36  4.684075e-32  3.039468e-28  1.066874e-24  2.026360e-21
[26,]  4.541642e-39  8.275099e-35  8.152424e-31  4.343389e-27  1.251718e-23
[27,]  3.805590e-42  1.053162e-37  1.575676e-33  1.274654e-29  5.576383e-26
[28,]  2.296227e-45  9.652888e-41  2.193622e-36  2.695073e-32  1.790382e-28
[29,]  9.975388e-49  6.370545e-44  2.199182e-39  4.104087e-35  4.140872e-31
[30,]  3.119804e-52  3.026919e-47  1.587434e-42  4.500266e-38  6.897121e-34
[31,]  7.023975e-56  1.035375e-50  8.249393e-46  3.552855e-41  8.271738e-37
[32,]  1.138359e-59  2.549437e-54  3.086106e-49  2.019279e-44  7.142140e-40
[33,]  1.328040e-63  4.518897e-58  8.310917e-53  8.261817e-48  4.439515e-43
[34,]  1.115246e-67  5.765698e-62  1.611105e-56  2.433318e-51  1.986539e-46
[35,]  6.741417e-72  5.295357e-66  2.248155e-60  5.158877e-55  6.398803e-50
[36,]  2.933309e-76  3.500792e-70  2.258181e-64  7.873081e-59  1.483675e-53
[37,]  9.187115e-81  1.665917e-74  1.632712e-68  8.648788e-63  2.476301e-57
[38,]  2.071211e-85  5.706441e-79  8.497396e-73  6.839009e-67  2.975077e-61
[39,]  3.361108e-90  1.406989e-83  3.183297e-77  3.892670e-71  2.572834e-65
[40,]  3.926121e-95  2.497122e-88  8.584053e-82  1.594876e-75  1.601592e-69
[41,] 3.301084e-100  3.190076e-93  1.666176e-86  4.703495e-80  7.176420e-74
[42,] 1.997867e-105  2.933457e-98  2.327915e-91  9.984653e-85  2.314641e-78
[43,] 8.703615e-111 1.941697e-103  2.341191e-96  1.525700e-89  5.373829e-83
[44,] 2.729252e-116 9.251125e-109 1.694799e-101  1.678099e-94  8.980440e-88
[45,] 6.160333e-122 3.172667e-114 8.831142e-107  1.328568e-99  1.080264e-92
[46,] 1.000894e-127 7.832092e-120 3.312370e-112 7.571354e-105  9.353751e-98
[47,] 1.170548e-133 1.391708e-125 8.942894e-118 3.105853e-110 5.829885e-103
[48,] 9.853556e-140 1.780008e-131 1.737887e-123 9.170502e-116 2.615410e-108
[49,] 5.970730e-146 1.638801e-137 2.431055e-129 1.949104e-121 8.445969e-114
[50,] 2.604226e-152 1.086043e-143 2.447852e-135 2.981909e-127 1.963255e-119
               [,6]          [,7]         [,8]         [,9]        [,10]
 [1,]  2.018891e-04  9.580649e-05 4.441124e-05 2.155808e-05 9.355082e-06
 [2,]  5.962282e-04  2.855380e-04 1.389323e-04 6.774999e-05 3.424216e-05
 [3,]  1.631029e-03  7.830416e-04 3.981174e-04 1.976552e-04 1.032870e-04
 [4,]  3.872576e-03  1.998664e-03 1.035400e-03 5.410901e-04 2.795500e-04
 [5,]  7.523959e-03  4.563368e-03 2.477002e-03 1.354732e-03 7.179970e-04
 [6,]  1.157681e-02  8.762244e-03 5.384417e-03 3.083333e-03 1.730269e-03
 [7,]  1.388839e-02  1.355044e-02 1.011113e-02 6.378316e-03 3.802853e-03
 [8,]  1.290006e-02  1.654368e-02 1.559005e-02 1.162577e-02 7.554717e-03
 [9,]  9.282316e-03  1.586033e-02 1.920156e-02 1.776496e-02 1.334280e-02
[10,]  5.235221e-03  1.200573e-02 1.878664e-02 2.195765e-02 2.012768e-02
[11,]  2.374458e-03  7.310616e-03 1.477728e-02 2.174541e-02 2.490923e-02
[12,]  8.955280e-04  3.696611e-03 9.621915e-03 1.755441e-02 2.487506e-02
[13,]  2.871385e-04  1.601469e-03 5.398148e-03 1.205692e-02 2.040647e-02
[14,]  7.782761e-05  5.985438e-04 2.678050e-03 7.425459e-03 1.454497e-02
[15,]  1.736398e-05  1.884748e-04 1.159884e-03 4.183785e-03 9.666326e-03
[16,]  3.099364e-06  4.830040e-05 4.210216e-04 2.082328e-03 6.102116e-03
[17,]  4.333274e-07  9.798526e-06 1.231169e-04 8.647794e-04 3.455056e-03
[18,]  4.672613e-08  1.544797e-06 2.825832e-05 2.870208e-04 1.630323e-03
[19,]  3.834193e-09  1.866562e-07 5.007595e-06 7.426769e-05 6.114671e-04
[20,]  2.363984e-10  1.706628e-08 6.762186e-07 1.475194e-05 1.778232e-04
[21,]  1.082657e-11  1.166585e-09 6.873390e-08 2.220894e-06 3.948865e-05
[22,]  3.648451e-13  5.898893e-11 5.198976e-09 2.504107e-07 6.611966e-06
[23,]  8.982319e-15  2.187888e-12 2.898148e-10 2.092096e-08 8.252361e-07
[24,]  1.607398e-16  5.915149e-14 1.181744e-11 1.283872e-09 7.602170e-08
[25,]  2.083600e-18  1.160644e-15 3.505709e-13 5.749389e-11 5.129065e-09
[26,]  1.951975e-20  1.647994e-17 7.538154e-15 1.870097e-12 2.520054e-10
[27,]  1.319669e-22  1.690069e-19 1.171976e-16 4.404345e-14 8.981195e-12
[28,]  6.432497e-25  1.250292e-21 1.315346e-18 7.494997e-16 2.315566e-13
[29,]  2.259231e-27  6.667094e-24 1.064587e-20 9.203430e-18 4.311432e-15
[30,]  5.715376e-30  2.561318e-26 6.209506e-23 8.147802e-20 5.790765e-17
[31,]  1.041189e-32  7.086891e-29 2.609072e-25 5.197609e-22 5.606402e-19
[32,]  1.365679e-35  1.411970e-31 7.894988e-28 2.388276e-24 3.910766e-21
[33,]  1.289627e-38  2.025445e-34 1.720216e-30 7.902922e-27 1.964898e-23
[34,]  8.766952e-42  2.091725e-37 2.698558e-33 1.882992e-29 7.109395e-26
[35,]  4.290257e-45  1.555083e-40 3.047656e-36 3.230159e-32 1.852176e-28
[36,]  1.511344e-48  8.322582e-44 2.477825e-39 3.989255e-35 3.474213e-31
[37,]  3.832426e-52  3.206277e-47 1.450193e-42 3.546723e-38 4.691630e-34
[38,]  6.995489e-56  8.891681e-51 6.109833e-46 2.269994e-41 4.561136e-37
[39,]  9.191463e-60  1.774982e-54 1.852967e-49 1.045847e-44 3.192164e-40
[40,]  8.693209e-64  2.550566e-58 4.045242e-53 3.468636e-48 1.608267e-43
[41,]  5.918257e-68  2.638159e-62 6.356939e-57 8.281022e-52 5.832807e-47
[42,]  2.900207e-72  1.964217e-66 7.190846e-61 1.423128e-55 1.522796e-50
[43,]  1.023034e-76  1.052703e-70 5.855218e-65 1.760518e-59 2.861877e-54
[44,]  2.597562e-81  4.061060e-75 3.431837e-69 1.567698e-63 3.871622e-58
[45,]  4.747460e-86  1.127701e-79 1.447885e-73 1.004875e-67 3.770242e-62
[46,]  6.245703e-91  2.254107e-84 4.397129e-78 4.636532e-72 2.642909e-66
[47,]  5.914531e-96  3.243212e-89 9.612286e-83 1.539925e-76 1.333599e-70
[48,] 4.031495e-101  3.358803e-94 1.512497e-87 3.681456e-81 4.843804e-75
[49,] 1.978071e-106  2.503941e-99 1.713145e-92 6.335385e-86 1.266440e-79
[50,] 6.986115e-112 1.343639e-104 1.396735e-97 7.847817e-91 2.383462e-84
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.832421e-06 5.632608e-07 7.849391e-08 9.524353e-09 1.329083e-09
 [2,] 1.391388e-05 3.803967e-06 6.974047e-07 9.674928e-08 1.342551e-08
 [3,] 5.225901e-05 1.947964e-05 4.843477e-06 8.399596e-07 1.235723e-07
 [4,] 1.557605e-04 7.580220e-05 2.574156e-05 5.899178e-06 1.008388e-06
 [5,] 3.966970e-04 2.286660e-04 1.040421e-04 3.227470e-05 6.966474e-06
 [6,] 9.415678e-04 5.632834e-04 3.223340e-04 1.351934e-04 3.867418e-05
 [7,] 2.150295e-03 1.238044e-03 7.898606e-04 4.328910e-04 1.668694e-04
 [8,] 4.584390e-03 2.623355e-03 1.642159e-03 1.076898e-03 5.525635e-04
 [9,] 8.855216e-03 5.367023e-03 3.194265e-03 2.181847e-03 1.411216e-03
[10,] 1.523599e-02 1.014715e-02 6.132369e-03 3.936836e-03 2.859989e-03
[11,] 2.268005e-02 1.716659e-02 1.127898e-02 6.947764e-03 4.919272e-03
[12,] 2.810140e-02 2.531957e-02 1.888400e-02 1.218573e-02 7.958521e-03
[13,] 2.830702e-02 3.147855e-02 2.778841e-02 2.012649e-02 1.297623e-02
[14,] 2.348102e-02 3.208957e-02 3.482661e-02 2.969964e-02 2.079624e-02
[15,] 1.709521e-02 2.693434e-02 3.611656e-02 3.773903e-02 3.069823e-02
[16,] 1.198515e-02 1.980790e-02 3.084048e-02 4.006275e-02 3.969088e-02
[17,] 8.317904e-03 1.428809e-02 2.283874e-02 3.508765e-02 4.337718e-02
[18,] 5.295087e-03 1.064149e-02 1.658493e-02 2.630278e-02 3.929606e-02
[19,] 2.820227e-03 7.509099e-03 1.288564e-02 1.899294e-02 3.013693e-02
[20,] 1.190614e-03 4.482348e-03 9.900042e-03 1.495531e-02 2.164648e-02
[21,] 3.880138e-04 2.121307e-03 6.565122e-03 1.222972e-02 1.688047e-02
[22,] 9.607783e-05 7.722880e-04 3.465753e-03 8.903541e-03 1.430546e-02
[23,] 1.784879e-05 2.126301e-04 1.404342e-03 5.208569e-03 1.125239e-02
[24,] 2.460773e-06 4.371671e-05 4.285756e-04 2.338391e-03 7.230175e-03
[25,] 2.495353e-07 6.643714e-06 9.725969e-05 7.881883e-04 3.576009e-03
[26,] 1.848569e-08 7.403689e-07 1.625766e-05 1.968680e-04 1.325823e-03
[27,] 9.955536e-10 6.014508e-08 1.987625e-06 3.611430e-05 3.633454e-04
[28,] 3.884764e-11 3.547043e-09 1.768333e-07 4.835311e-06 7.297264e-05
[29,] 1.095887e-12 1.514341e-10 1.140845e-08 4.704652e-07 1.067967e-05
[30,] 2.231680e-14 4.671512e-12 5.324697e-10 3.316697e-08 1.134703e-06
[31,] 3.277549e-16 1.039997e-13 1.795085e-11 1.690816e-09 8.730589e-08
[32,] 3.469352e-18 1.669538e-15 4.366593e-13 6.224742e-11 4.856362e-09
[33,] 2.645802e-20 1.931619e-17 7.658952e-15 1.653464e-12 1.950716e-10
[34,] 1.453320e-22 1.610109e-19 9.681956e-17 3.167040e-14 5.654000e-12
[35,] 5.748878e-25 9.667057e-22 8.818337e-19 4.372373e-16 1.181849e-13
[36,] 1.637481e-27 4.179971e-24 5.785619e-21 4.349737e-18 1.780941e-15
[37,] 3.358152e-30 1.301484e-26 2.733892e-23 3.117425e-20 1.934165e-17
[38,] 4.958344e-33 2.917844e-29 9.303329e-26 1.609365e-22 1.513587e-19
[39,] 5.270615e-36 4.709903e-32 2.279710e-28 5.983880e-25 8.533294e-22
[40,] 4.033366e-39 5.473632e-35 4.022383e-31 1.602313e-27 3.465537e-24
[41,] 2.221972e-42 4.579644e-38 5.110012e-34 3.089657e-30 1.013721e-26
[42,] 8.811906e-46 2.758492e-41 4.673914e-37 4.289918e-33 2.135628e-29
[43,] 2.515701e-49 1.196162e-44 3.077861e-40 4.288895e-36 3.240137e-32
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[25,] 1.101588e-02 1.472806e-02 2.002683e-02 2.011186e-02 1.433961e-02
[26,] 1.533198e-02 1.473813e-02 2.154622e-02 2.685021e-02 2.435664e-02
[27,] 2.247383e-02 1.694467e-02 2.059494e-02 2.974320e-02 3.360361e-02
[28,] 2.825976e-02 2.263036e-02 2.041666e-02 2.845062e-02 3.842774e-02
[29,] 2.809619e-02 2.869390e-02 2.371801e-02 2.610018e-02 3.755857e-02
[30,] 2.207998e-02 2.990441e-02 2.897560e-02 2.652337e-02 3.368845e-02
[31,] 1.504477e-02 2.450607e-02 3.112190e-02 2.994548e-02 3.131697e-02
[32,] 1.170179e-02 1.631144e-02 2.681715e-02 3.217272e-02 3.225430e-02
[33,] 1.295493e-02 1.074958e-02 1.829333e-02 2.889762e-02 3.361628e-02
[34,] 1.639787e-02 1.020578e-02 1.101749e-02 2.059724e-02 3.087270e-02
[35,] 1.888488e-02 1.326193e-02 8.593628e-03 1.212853e-02 2.298684e-02
[36,] 1.838034e-02 1.669716e-02 1.071036e-02 7.903864e-03 1.375718e-02
[37,] 1.465138e-02 1.762141e-02 1.445003e-02 8.694539e-03 7.913032e-03
[38,] 9.296751e-03 1.495333e-02 1.644368e-02 1.213944e-02 7.155882e-03
[39,] 4.596848e-03 9.961894e-03 1.484393e-02 1.476043e-02 9.810310e-03
[40,] 1.770224e-03 5.113280e-03 1.041254e-02 1.414280e-02 1.259324e-02
[41,] 5.623572e-04 2.003600e-03 5.592626e-03 1.045312e-02 1.278230e-02
[42,] 1.832583e-04 6.084715e-04 2.275404e-03 5.894650e-03 9.960181e-03
[43,] 8.327455e-05 1.584573e-04 7.002546e-04 2.512106e-03 5.907079e-03
[44,] 4.649681e-05 4.865559e-05 1.681089e-04 8.039216e-04 2.646594e-03
[45,] 2.310553e-05 2.233535e-05 3.707758e-05 1.940088e-04 8.894935e-04
[46,] 8.866283e-06 1.118603e-05 1.130654e-05 3.720635e-05 2.233966e-04
[47,] 2.516596e-06 4.593752e-06 5.042122e-06 7.296820e-06 4.237034e-05
[48,] 5.206289e-07 1.414516e-06 2.158175e-06 2.270939e-06 6.616786e-06
[49,] 7.802813e-08 3.186211e-07 7.177396e-07 9.300973e-07 1.223915e-06
[50,] 8.448807e-09 5.205591e-08 1.759226e-07 3.291002e-07 3.845438e-07
             [,36]        [,37]        [,38]        [,39]        [,40]
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[10,] 6.935595e-24 5.043796e-27 1.988287e-30 4.245721e-34 4.908479e-38
[11,] 1.632952e-21 1.799514e-24 1.075610e-27 3.484279e-31 6.112985e-35
[12,] 2.774538e-19 4.630441e-22 4.194717e-25 2.060606e-28 5.484838e-32
[13,] 3.404031e-17 8.597189e-20 1.179703e-22 8.784373e-26 3.546205e-29
[14,] 3.017984e-15 1.152437e-17 2.393681e-20 2.700336e-23 1.652633e-26
[15,] 1.935404e-13 1.116148e-15 3.506137e-18 5.988313e-21 5.553228e-24
[16,] 8.988189e-12 7.817532e-14 3.709967e-16 9.585407e-19 1.346035e-21
[17,] 3.027370e-10 3.964304e-12 2.838488e-14 1.108275e-16 2.354796e-19
[18,] 7.408790e-09 1.457588e-10 1.572057e-12 9.263995e-15 2.975324e-17
[19,] 1.320415e-07 3.892688e-09 6.311469e-11 5.604717e-13 2.717620e-15
[20,] 1.718633e-06 7.567593e-08 1.840040e-09 2.457634e-11 1.796379e-13
[21,] 1.639500e-05 1.073797e-06 3.903786e-08 7.824230e-10 8.605420e-12
[22,] 1.151541e-04 1.115734e-05 6.042555e-07 1.812326e-08 2.992663e-10
[23,] 5.991493e-04 8.523782e-05 6.844921e-06 3.061918e-07 7.571218e-09
[24,] 2.328903e-03 4.812669e-04 5.695520e-05 3.784423e-06 1.396944e-07
[25,] 6.844526e-03 2.022237e-03 3.496856e-04 3.433636e-05 1.885194e-06
[26,] 1.546632e-02 6.385553e-03 1.593373e-03 2.296263e-04 1.866954e-05
[27,] 2.746017e-02 1.536566e-02 5.431084e-03 1.137508e-03 1.361886e-04
[28,] 3.926829e-02 2.873190e-02 1.400693e-02 4.201214e-03 7.349703e-04
[29,] 4.639189e-02 4.281274e-02 2.779509e-02 1.167638e-02 2.950419e-03
[30,] 4.667598e-02 5.235208e-02 4.345849e-02 2.476517e-02 8.877007e-03
[31,] 4.220764e-02 5.435097e-02 5.523093e-02 4.094648e-02 2.025112e-02
[32,] 3.767562e-02 5.025280e-02 5.927611e-02 5.442414e-02 3.568341e-02
[33,] 3.605545e-02 4.456601e-02 5.637781e-02 6.059125e-02 4.998904e-02
[34,] 3.585678e-02 4.090049e-02 5.065384e-02 5.948238e-02 5.806306e-02
[35,] 3.295988e-02 3.893345e-02 4.586779e-02 5.470729e-02 5.905704e-02
[36,] 2.535416e-02 3.530944e-02 4.246165e-02 4.985835e-02 5.593132e-02
[37,] 1.565038e-02 2.766344e-02 3.788378e-02 4.573288e-02 5.193248e-02
[38,] 8.432834e-03 1.761482e-02 2.989172e-02 4.040326e-02 4.792782e-02
[39,] 6.073479e-03 9.297249e-03 1.950843e-02 3.196376e-02 4.237686e-02
[40,] 7.592588e-03 5.441201e-03 1.034662e-02 2.123135e-02 3.368964e-02
[41,] 1.010564e-02 5.666403e-03 5.220605e-03 1.143460e-02 2.269312e-02
[42,] 1.084742e-02 7.573559e-03 4.181882e-03 5.320494e-03 1.244225e-02
[43,] 8.922007e-03 8.570018e-03 5.294174e-03 3.193435e-03 5.615885e-03
[44,] 5.574055e-03 7.453124e-03 6.262978e-03 3.482821e-03 2.648831e-03
[45,] 2.630848e-03 4.915197e-03 5.767348e-03 4.218209e-03 2.215601e-03
[46,] 9.322274e-04 2.448225e-03 4.024418e-03 4.111884e-03 2.620043e-03
[47,] 2.465695e-04 9.165048e-04 2.119589e-03 3.043080e-03 2.690549e-03
[48,] 4.859826e-05 2.563808e-04 8.396630e-04 1.698325e-03 2.115639e-03
[49,] 7.281074e-06 5.333324e-05 2.489309e-04 7.130970e-04 1.253818e-03
[50,] 9.544222e-07 8.258205e-06 5.492975e-05 2.243782e-04 5.589178e-04
             [,41]        [,42]        [,43]        [,44]         [,45]
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[10,] 3.071073e-42 1.039553e-46 1.903330e-51 1.884560e-56  1.008969e-61
[11,] 5.805818e-39 2.983874e-43 8.296225e-48 1.247568e-52  1.014524e-57
[12,] 7.905908e-36 6.168240e-40 2.604003e-44 5.946659e-49  7.344635e-54
[13,] 7.755661e-33 9.184079e-37 5.886142e-41 2.041079e-45  3.828404e-50
[14,] 5.482276e-30 9.850982e-34 9.583158e-38 5.045140e-42  1.436959e-46
[15,] 2.793111e-27 7.613370e-31 1.123929e-34 8.981754e-39  3.884060e-43
[16,] 1.025990e-24 4.240692e-28 9.497389e-32 1.151825e-35  7.561182e-40
[17,] 2.718420e-22 1.702976e-25 5.783920e-29 1.064246e-32  1.060301e-36
[18,] 5.198041e-20 4.932538e-23 2.539390e-26 7.086487e-30  1.071229e-33
[19,] 7.178276e-18 1.031014e-20 8.041108e-24 3.401757e-27  7.799507e-31
[20,] 7.165365e-16 1.556285e-18 1.837444e-21 1.177711e-24  4.093755e-28
[21,] 5.175901e-14 1.698001e-16 3.032052e-19 2.942283e-22  1.549677e-25
[22,] 2.709387e-12 1.340604e-14 3.616379e-17 5.308219e-20  4.233188e-23
[23,] 1.029557e-10 7.670053e-13 3.121265e-15 6.922091e-18  8.350702e-21
[24,] 2.846047e-09 3.185674e-11 1.952282e-13 6.532322e-16  1.190762e-18
[25,] 5.737604e-08 9.625869e-10 8.865328e-12 4.467773e-14  1.228867e-16
[26,] 8.459968e-07 2.121370e-08 2.929166e-10 2.218816e-12  9.192667e-15
[27,] 9.152890e-06 3.419715e-07 7.060177e-09 8.019423e-11  4.994334e-13
[28,] 7.291885e-05 4.045288e-06 1.245054e-07 2.115020e-09  1.975307e-11
[29,] 4.294612e-04 3.523569e-05 1.611590e-06 4.082661e-08  5.703085e-10
[30,] 1.878614e-03 2.268173e-04 1.536299e-05 5.786811e-07  1.205724e-08
[31,] 6.141873e-03 1.083473e-03 1.082322e-04 6.043021e-06  1.872772e-07
[32,] 1.515250e-02 3.861150e-03 5.656170e-04 4.664928e-05  2.144260e-06
[33,] 2.866126e-02 1.034881e-02 2.202911e-03 2.671358e-04  1.815759e-05
[34,] 4.267670e-02 2.115021e-02 6.439339e-03 1.139618e-03  1.141009e-04
[35,] 5.211886e-02 3.375451e-02 1.430016e-02 3.645054e-03  5.342224e-04
[36,] 5.523220e-02 4.373818e-02 2.465397e-02 8.839047e-03  1.874990e-03
[37,] 5.411814e-02 4.866722e-02 3.422066e-02 1.657866e-02  4.985822e-03
[38,] 5.155872e-02 4.959885e-02 4.035589e-02 2.487969e-02  1.023693e-02
[39,] 4.836263e-02 4.870061e-02 4.306982e-02 3.141132e-02  1.675014e-02
[40,] 4.322244e-02 4.668321e-02 4.374580e-02 3.539430e-02  2.286372e-02
[41,] 3.474318e-02 4.244896e-02 4.294669e-02 3.734477e-02  2.744334e-02
[42,] 2.375858e-02 3.472343e-02 3.983658e-02 3.757479e-02  3.024165e-02
[43,] 1.327182e-02 2.421442e-02 3.330036e-02 3.553499e-02  3.121416e-02
[44,] 5.981927e-03 1.381762e-02 2.380516e-02 3.038128e-02  3.003051e-02
[45,] 2.427887e-03 6.312615e-03 1.394464e-02 2.234362e-02  2.620149e-02
[46,] 1.439641e-03 2.395581e-03 6.516765e-03 1.351046e-02  1.983683e-02
[47,] 1.514383e-03 1.029012e-03 2.437562e-03 6.509113e-03  1.243299e-02
[48,] 1.612594e-03 8.365642e-04 8.458933e-04 2.469515e-03  6.218878e-03
[49,] 1.347622e-03 8.865394e-04 4.688490e-04 7.786991e-04  2.432476e-03
[50,] 8.497670e-04 7.845429e-04 4.510141e-04 2.928852e-04  7.525187e-04
              [,46]         [,47]         [,48]         [,49]         [,50]
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[15,]  9.086312e-48  1.149665e-52  7.866093e-58  2.910073e-63  5.820477e-69
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[17,]  5.717377e-41  1.668026e-45  2.632290e-50  2.246536e-55  1.036749e-60
[18,]  8.767070e-38  3.883048e-42  9.304625e-47  1.205972e-51  8.452885e-57
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[20,]  7.711147e-32  7.866208e-36  4.343637e-40  1.297876e-44  2.097880e-49
[21,]  4.425731e-29  6.848404e-33  5.738509e-37  2.602713e-41  6.387314e-46
[22,]  1.831948e-26  4.298182e-30  5.463457e-34  3.760340e-38  1.400795e-42
[23,]  5.472159e-24  1.945595e-27  3.749874e-31  3.915249e-35  2.213331e-39
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[25,]  1.840894e-19  1.499469e-22  6.632108e-26  1.591187e-29  2.069126e-33
[26,]  2.077969e-17  2.557693e-20  1.711472e-23  6.218011e-27  1.225322e-30
[27,]  1.700555e-15  3.158418e-18  3.193605e-21  1.755321e-24  5.237854e-28
[28,]  1.011027e-13  2.828395e-16  4.315154e-19  3.583720e-22  1.617698e-25
[29,]  4.377425e-12  1.840688e-14  4.229533e-17  5.299418e-20  3.614173e-23
[30,]  1.384211e-10  8.727738e-13  3.013950e-15  5.686683e-18  5.850192e-21
[31,]  3.207013e-09  3.024121e-11  1.565643e-13  4.438588e-16  6.874622e-19
[32,]  5.462393e-08  7.682596e-10  5.947196e-12  2.527024e-14  5.879224e-17
[33,]  6.863093e-07  1.435931e-08  1.657606e-10  1.052838e-12  3.670029e-15
[34,]  6.381719e-06  1.981378e-07  3.402070e-09  3.221361e-11  1.677903e-13
[35,]  4.406347e-05  2.025087e-06  5.159583e-08  7.264843e-10  5.639011e-12
[36,]  2.268173e-04  1.538215e-05  5.801615e-07  1.211893e-08  1.398291e-10
[37,]  8.757193e-04  8.719011e-05  4.853374e-06  1.500510e-07  2.567572e-09
[38,]  2.562877e-03  3.711331e-04  3.033763e-05  1.383938e-06  3.503512e-08
[39,]  5.791152e-03  1.199234e-03  1.426561e-04  9.552962e-06  3.566213e-07
[40,]  1.040705e-02  2.995779e-03  5.103819e-04  4.971603e-05  2.721950e-06
[41,]  1.549327e-02  5.948275e-03  1.414861e-03  1.974290e-04  1.570506e-05
[42,]  1.998259e-02  9.727872e-03  3.118642e-03  6.092513e-04  6.937781e-05
[43,]  2.314793e-02  1.358585e-02  5.633517e-03  1.496080e-03  2.389277e-04
[44,]  2.456916e-02  1.666092e-02  8.572471e-03  2.996510e-03  6.552495e-04
[45,]  2.399720e-02  1.826545e-02  1.120622e-02  4.991105e-03  1.458648e-03
[46,]  2.127677e-02  1.810614e-02  1.276785e-02  6.997673e-03  2.667704e-03
[47,]  1.654083e-02  1.623873e-02  1.287586e-02  8.345108e-03  4.031783e-03
[48,]  1.076163e-02  1.289785e-02  1.164286e-02  8.605823e-03  5.069045e-03
[49,]  5.618656e-03  8.695859e-03  9.387778e-03  7.841393e-03  5.384229e-03
[50,]  2.290062e-03  4.752023e-03  6.528417e-03  6.379100e-03  4.957658e-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  
   108.7407       0.5864  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1uv6q1226487594.ps tmp/1uv6q1226487594.png")
> system("convert tmp/2f1p81226487594.ps tmp/2f1p81226487594.png")
> system("convert tmp/3m7cr1226487594.ps tmp/3m7cr1226487594.png")
> system("convert tmp/4s5yv1226487594.ps tmp/4s5yv1226487594.png")
> system("convert tmp/58i521226487594.ps tmp/58i521226487594.png")
> system("convert tmp/6rjtf1226487594.ps tmp/6rjtf1226487594.png")
> system("convert tmp/7i17w1226487594.ps tmp/7i17w1226487594.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.065   2.073   3.441