R version 2.7.2 (2008-08-25)
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(98.6,98,106.8,96.7,100.2,107.7,92,98.4,107.4,117.7,105.7,97.5,99.9,98.2,104.5,100.8,101.5,103.9,99.6,98.4,112.7,118.4,108.1,105.4,114.6,106.9,115.9,109.8,101.8,114.2,110.8,108.4,127.5,128.6,116.6,127.4,105,108.3,125,111.6,106.5,130.3,115,116.1,134,126.5,125.8,136.4,114.9,110.9,125.5,116.8,116.8,125.5,104.2,115.1,132.8,123.3,124.8,122,117.4,117.9,137.4,114.6,124.7,129.6,109.4,120.9,134.9,136.3,133.2,127.2)
> y <- c(467,460,448,443,436,431,484,510,513,503,471,471,476,475,470,461,455,456,517,525,523,519,509,512,519,517,510,509,501,507,569,580,578,565,547,555,562,561,555,544,537,543,594,611,613,611,594,595,591,589,584,573,567,569,621,629,628,612,595,597,593,590,580,574,573,573,620,626,620,588,566,557)
> x <- c(15.1,14.8,16.1,14.3,15.2,14.9,13.1,12.6,13.6,14.4,14,12.9,13.4,13.5,14.8,14.3,14.3,14,13.2,12.2,14.3,15.7,14.2,14.6,14.5,14.3,15.3,14.4,13.7,14.2,13.5,11.9,14.6,15.6,14.1,14.9,14.2,14.6,17.2,15.4,14.3,17.5,14.5,14.4,16.6,16.7,16.6,16.9,15.7,16.4,18.4,16.9,16.5,18.3,15.1,15.7,18.1,16.8,18.9,19,18.1,17.8,21.5,17.1,18.7,19,16.4,16.9,18.6,19.3,19.4,17.6)
> par7 = 'Niet-duurzame consumptiegoederen'
> par6 = 'Werkloosheid in duizenden'
> par5 = 'Invoer in miljarden euro'
> 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/1bhx81226253666.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/2b8a91226253666.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/3b4jj1226253666.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/4yjx61226253666.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/5896m1226253666.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  
     306.73        15.14  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/6448d1226253666.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] 398.9147 404.2651 409.6156 414.9660 420.3164 425.6668 431.0172 436.3677
 [9] 441.7181 447.0685 452.4189 457.7693 463.1198 468.4702 473.8206 479.1710
[17] 484.5214 489.8719 495.2223 500.5727 505.9231 511.2735 516.6240 521.9744
[25] 527.3248 532.6752 538.0256 543.3760 548.7265 554.0769 559.4273 564.7777
[33] 570.1281 575.4786 580.8290 586.1794 591.5298 596.8802 602.2307 607.5811
[41] 612.9315 618.2819 623.6323 628.9828 634.3332 639.6836 645.0340 650.3844
[49] 655.7349 661.0853

$yords
 [1]  83.63470  84.90267  86.17064  87.43861  88.70658  89.97455  91.24253
 [8]  92.51050  93.77847  95.04644  96.31441  97.58238  98.85036 100.11833
[15] 101.38630 102.65427 103.92224 105.19021 106.45818 107.72616 108.99413
[22] 110.26210 111.53007 112.79804 114.06601 115.33399 116.60196 117.86993
[29] 119.13790 120.40587 121.67384 122.94182 124.20979 125.47776 126.74573
[36] 128.01370 129.28167 130.54964 131.81762 133.08559 134.35356 135.62153
[43] 136.88950 138.15747 139.42545 140.69342 141.96139 143.22936 144.49733
[50] 145.76530

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.643316e-04 6.807811e-04 9.359457e-04 1.210969e-03 1.479870e-03
 [2,] 5.914782e-04 8.988923e-04 1.279394e-03 1.710493e-03 2.155606e-03
 [3,] 7.118223e-04 1.118325e-03 1.645918e-03 2.273165e-03 2.954512e-03
 [4,] 8.162064e-04 1.319215e-03 2.002448e-03 2.853118e-03 3.822417e-03
 [5,] 9.011459e-04 1.486333e-03 2.316718e-03 3.397322e-03 4.685449e-03
 [6,] 9.716819e-04 1.613521e-03 2.563889e-03 3.855298e-03 5.462802e-03
 [7,] 1.043535e-03 1.708569e-03 2.733399e-03 4.187920e-03 6.078709e-03
 [8,] 1.140908e-03 1.796770e-03 2.837790e-03 4.379163e-03 6.475351e-03
 [9,] 1.285135e-03 1.915765e-03 2.918086e-03 4.451631e-03 6.633666e-03
[10,] 1.475736e-03 2.095245e-03 3.032544e-03 4.472918e-03 6.597984e-03
[11,] 1.676310e-03 2.328246e-03 3.222456e-03 4.532599e-03 6.479500e-03
[12,] 1.820955e-03 2.555928e-03 3.471705e-03 4.687948e-03 6.412678e-03
[13,] 1.844026e-03 2.685698e-03 3.694098e-03 4.911200e-03 6.474682e-03
[14,] 1.715811e-03 2.638044e-03 3.769124e-03 5.085018e-03 6.622473e-03
[15,] 1.459001e-03 2.391293e-03 3.608016e-03 5.061485e-03 6.703776e-03
[16,] 1.135046e-03 1.992544e-03 3.203959e-03 4.747086e-03 6.543484e-03
[17,] 8.124615e-04 1.529833e-03 2.632278e-03 4.153435e-03 6.045099e-03
[18,] 5.395881e-04 1.089070e-03 2.006762e-03 3.383288e-03 5.237552e-03
[19,] 3.354666e-04 7.243968e-04 1.427805e-03 2.572584e-03 4.246815e-03
[20,] 1.965784e-04 4.531727e-04 9.535979e-04 1.833738e-03 3.227560e-03
[21,] 1.088915e-04 2.675772e-04 6.000932e-04 1.229562e-03 2.304684e-03
[22,] 5.696688e-05 1.491368e-04 3.561833e-04 7.768186e-04 1.548980e-03
[23,] 2.808305e-05 7.834078e-05 1.992750e-04 4.625746e-04 9.809622e-04
[24,] 1.307353e-05 3.880156e-05 1.051195e-04 2.598318e-04 5.863012e-04
[25,] 5.883617e-06 1.831787e-05 5.258867e-05 1.382432e-04 3.320040e-04
[26,] 2.841708e-06 8.668781e-06 2.557468e-05 7.061844e-05 1.797388e-04
[27,] 1.928557e-06 4.878225e-06 1.322892e-05 3.622283e-05 9.522895e-05
[28,] 2.125722e-06 4.244398e-06 9.102025e-06 2.138596e-05 5.301124e-05
[29,] 2.905059e-06 5.374413e-06 9.720070e-06 1.817508e-05 3.687263e-05
[30,] 3.900651e-06 7.423034e-06 1.313775e-05 2.220619e-05 3.750081e-05
[31,] 4.770476e-06 9.648782e-06 1.785901e-05 3.054180e-05 4.918436e-05
[32,] 5.214601e-06 1.131133e-05 2.233559e-05 4.030593e-05 6.696575e-05
[33,] 5.070005e-06 1.182761e-05 2.506527e-05 4.834949e-05 8.518131e-05
[34,] 4.378086e-06 1.099632e-05 2.506333e-05 5.190122e-05 9.783673e-05
[35,] 3.355804e-06 9.079845e-06 2.227973e-05 4.961781e-05 1.004157e-04
[36,] 2.282522e-06 6.655269e-06 1.759052e-05 4.216931e-05 9.176793e-05
[37,] 1.377396e-06 4.328917e-06 1.232909e-05 3.183367e-05 7.456062e-05
[38,] 7.373499e-07 2.498243e-06 7.668912e-06 2.133510e-05 5.381526e-05
[39,] 3.501237e-07 1.279008e-06 4.232496e-06 1.269054e-05 3.448725e-05
[40,] 1.474603e-07 5.808364e-07 2.072316e-06 6.698007e-06 1.961641e-05
[41,] 5.508268e-08 2.339625e-07 9.000506e-07 3.136335e-06 9.901084e-06
[42,] 1.824851e-08 8.358528e-08 3.467344e-07 1.302751e-06 4.433774e-06
[43,] 5.361695e-09 2.648432e-08 1.184739e-07 4.799845e-07 1.761319e-06
[44,] 1.397114e-09 7.442395e-09 3.590276e-08 1.568535e-07 6.206371e-07
[45,] 3.228584e-10 1.854785e-09 9.649402e-09 4.546160e-08 1.939746e-07
[46,] 6.616653e-11 4.099450e-10 2.300020e-09 1.168598e-08 5.376991e-08
[47,] 1.202565e-11 8.035354e-11 4.862007e-10 2.664075e-09 1.321926e-08
[48,] 1.938297e-12 1.396781e-11 9.114804e-11 5.386188e-10 2.882291e-09
[49,] 2.770594e-13 2.153250e-12 1.515390e-11 9.657533e-11 5.573452e-10
[50,] 3.512084e-14 2.943753e-13 2.234316e-12 1.535666e-11 9.557873e-11
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.714038e-03 1.888793e-03 1.991288e-03 2.026974e-03 2.019674e-03
 [2,] 2.569613e-03 2.907419e-03 3.134818e-03 3.239880e-03 3.240082e-03
 [3,] 3.625956e-03 4.216014e-03 4.660071e-03 4.916483e-03 4.981082e-03
 [4,] 4.828846e-03 5.770732e-03 6.544759e-03 7.067314e-03 7.295887e-03
 [5,] 6.088498e-03 7.475535e-03 8.699484e-03 9.624470e-03 1.015412e-02
 [6,] 7.293265e-03 9.192909e-03 1.097139e-02 1.243510e-02 1.342245e-02
 [7,] 8.326033e-03 1.076389e-02 1.316416e-02 1.527593e-02 1.686817e-02
 [8,] 9.079228e-03 1.202820e-02 1.506522e-02 1.788541e-02 2.018952e-02
 [9,] 9.475725e-03 1.284471e-02 1.647078e-02 1.999967e-02 2.306365e-02
[10,] 9.503573e-03 1.312550e-02 1.721535e-02 2.138418e-02 2.519291e-02
[11,] 9.249355e-03 1.288735e-02 1.722274e-02 2.187469e-02 2.634347e-02
[12,] 8.890101e-03 1.228760e-02 1.657108e-02 2.144334e-02 2.639445e-02
[13,] 8.617964e-03 1.159095e-02 1.551789e-02 2.026515e-02 2.540785e-02
[14,] 8.529637e-03 1.105220e-02 1.442637e-02 1.871434e-02 2.367782e-02
[15,] 8.559566e-03 1.077800e-02 1.360284e-02 1.724052e-02 2.168327e-02
[16,] 8.514881e-03 1.066730e-02 1.314199e-02 1.616947e-02 1.991829e-02
[17,] 8.191383e-03 1.047858e-02 1.288960e-02 1.555253e-02 1.867979e-02
[18,] 7.487770e-03 9.975093e-03 1.254804e-02 1.516636e-02 1.794567e-02
[19,] 6.446198e-03 9.048013e-03 1.184735e-02 1.465719e-02 1.741997e-02
[20,] 5.212023e-03 7.750343e-03 1.067311e-02 1.373055e-02 1.670833e-02
[21,] 3.958839e-03 6.247733e-03 9.093560e-03 1.227825e-02 1.551439e-02
[22,] 2.828170e-03 4.737642e-03 7.301743e-03 1.039618e-02 1.375807e-02
[23,] 1.903114e-03 3.383571e-03 5.525509e-03 8.314040e-03 1.157805e-02
[24,] 1.209088e-03 2.282327e-03 3.951407e-03 6.290993e-03 9.243154e-03
[25,] 7.283579e-04 1.461078e-03 2.684432e-03 4.527654e-03 7.031494e-03
[26,] 4.191504e-04 8.941126e-04 1.745464e-03 3.123478e-03 5.136541e-03
[27,] 2.336666e-04 5.283473e-04 1.095761e-03 2.082924e-03 3.633847e-03
[28,] 1.307236e-04 3.070409e-04 6.712813e-04 1.352741e-03 2.505142e-03
[29,] 8.111488e-05 1.844115e-04 4.105379e-04 8.639714e-04 1.689238e-03
[30,] 6.686138e-05 1.297363e-04 2.679657e-04 5.590206e-04 1.125429e-03
[31,] 7.719546e-05 1.241690e-04 2.142846e-04 3.991394e-04 7.720862e-04
[32,] 1.039054e-04 1.545637e-04 2.298541e-04 3.587846e-04 6.035619e-04
[33,] 1.379140e-04 2.075429e-04 2.963157e-04 4.152409e-04 5.974545e-04
[34,] 1.684236e-04 2.662298e-04 3.901384e-04 5.389531e-04 7.215501e-04
[35,] 1.850346e-04 3.114250e-04 4.812039e-04 6.884686e-04 9.251429e-04
[36,] 1.815240e-04 3.270473e-04 5.383946e-04 8.139158e-04 1.138962e-03
[37,] 1.585626e-04 3.066007e-04 5.402099e-04 8.701632e-04 1.287900e-03
[38,] 1.231552e-04 2.559597e-04 4.838645e-04 8.338923e-04 1.314743e-03
[39,] 8.498413e-05 1.900336e-04 3.860203e-04 7.135011e-04 1.202993e-03
[40,] 5.207451e-05 1.253682e-04 2.739354e-04 5.439070e-04 9.831008e-04
[41,] 2.832394e-05 7.345088e-05 1.727661e-04 3.689033e-04 7.160197e-04
[42,] 1.367128e-05 3.820188e-05 9.677810e-05 2.224108e-04 4.641207e-04
[43,] 5.854773e-06 1.763301e-05 4.812988e-05 1.191157e-04 2.674759e-04
[44,] 2.224320e-06 7.221592e-06 2.124399e-05 5.664298e-05 1.369544e-04
[45,] 7.495989e-07 2.623856e-06 8.320385e-06 2.390780e-05 6.227037e-05
[46,] 2.240652e-07 8.456704e-07 2.891123e-06 8.954524e-06 2.513268e-05
[47,] 5.940353e-08 2.417595e-07 8.911588e-07 2.975625e-06 9.001849e-06
[48,] 1.396775e-08 6.130039e-08 2.436534e-07 8.771849e-07 2.860721e-06
[49,] 2.912771e-09 1.378553e-08 5.908718e-08 2.293729e-07 8.065111e-07
[50,] 5.386958e-10 2.749488e-09 1.270862e-08 5.319885e-08 2.016937e-07
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.001608e-03 1.995746e-03 2.000105e-03 1.985241e-03 1.909033e-03
 [2,] 3.178275e-03 3.104206e-03 3.047973e-03 3.000737e-03 2.917093e-03
 [3,] 4.892766e-03 4.721758e-03 4.539381e-03 4.381906e-03 4.230215e-03
 [4,] 7.245028e-03 6.986870e-03 6.627453e-03 6.262322e-03 5.931995e-03
 [5,] 1.025694e-02 9.980764e-03 9.443694e-03 8.794614e-03 8.153957e-03
 [6,] 1.383736e-02 1.367597e-02 1.303562e-02 1.209182e-02 1.104042e-02
 [7,] 1.776946e-02 1.790295e-02 1.731125e-02 1.615608e-02 1.467799e-02
 [8,] 2.173012e-02 2.234934e-02 2.201126e-02 2.082202e-02 1.901772e-02
 [9,] 2.534241e-02 2.660282e-02 2.672720e-02 2.573990e-02 2.382147e-02
[10,] 2.824302e-02 3.023235e-02 3.097642e-02 3.042117e-02 2.866285e-02
[11,] 3.013847e-02 3.287649e-02 3.431667e-02 3.435285e-02 3.300842e-02
[12,] 3.084497e-02 3.430240e-02 3.644943e-02 3.714317e-02 3.637300e-02
[13,] 3.033350e-02 3.443234e-02 3.726517e-02 3.862330e-02 3.848262e-02
[14,] 2.878425e-02 3.336386e-02 3.683293e-02 3.885275e-02 3.934757e-02
[15,] 2.660032e-02 3.138861e-02 3.537400e-02 3.804794e-02 3.920014e-02
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[38,] 1.349259e-02 1.027941e-02 7.317859e-03 4.840602e-03 2.962510e-03
[39,] 1.318902e-02 1.046807e-02 7.809216e-03 5.436079e-03 3.512378e-03
[40,] 1.220645e-02 9.978075e-03 7.737024e-03 5.634982e-03 3.826990e-03
[41,] 1.093582e-02 9.047593e-03 7.195355e-03 5.431192e-03 3.851482e-03
[42,] 9.759519e-03 8.001747e-03 6.401135e-03 4.931631e-03 3.611933e-03
[43,] 8.882850e-03 7.106690e-03 5.598451e-03 4.310852e-03 3.205271e-03
[44,] 8.270419e-03 6.460495e-03 4.951958e-03 3.734311e-03 2.757352e-03
[45,] 7.719999e-03 5.983244e-03 4.488674e-03 3.290103e-03 2.368908e-03
[46,] 7.015037e-03 5.504759e-03 4.119703e-03 2.967139e-03 2.078114e-03
[47,] 6.052820e-03 4.884569e-03 3.720727e-03 2.688952e-03 1.859915e-03
[48,] 4.880422e-03 4.087392e-03 3.213913e-03 2.375770e-03 1.658664e-03
[49,] 3.644246e-03 3.182123e-03 2.603001e-03 1.992758e-03 1.429468e-03
[50,] 2.506959e-03 2.287765e-03 1.954423e-03 1.559760e-03 1.162031e-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  
    34.2783       0.1474  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7ro541226253666.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] 10.94393 11.17887 11.41381 11.64876 11.88370 12.11864 12.35358 12.58852
 [9] 12.82346 13.05840 13.29335 13.52829 13.76323 13.99817 14.23311 14.46805
[17] 14.70300 14.93794 15.17288 15.40782 15.64276 15.87770 16.11265 16.34759
[25] 16.58253 16.81747 17.05241 17.28735 17.52230 17.75724 17.99218 18.22712
[33] 18.46206 18.69700 18.93195 19.16689 19.40183 19.63677 19.87171 20.10665
[41] 20.34160 20.57654 20.81148 21.04642 21.28136 21.51630 21.75124 21.98619
[49] 22.22113 22.45607

$yords
 [1]  83.63470  84.90267  86.17064  87.43861  88.70658  89.97455  91.24253
 [8]  92.51050  93.77847  95.04644  96.31441  97.58238  98.85036 100.11833
[15] 101.38630 102.65427 103.92224 105.19021 106.45818 107.72616 108.99413
[22] 110.26210 111.53007 112.79804 114.06601 115.33399 116.60196 117.86993
[29] 119.13790 120.40587 121.67384 122.94182 124.20979 125.47776 126.74573
[36] 128.01370 129.28167 130.54964 131.81762 133.08559 134.35356 135.62153
[43] 136.88950 138.15747 139.42545 140.69342 141.96139 143.22936 144.49733
[50] 145.76530

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.149380e-02 1.698031e-02 2.303880e-02 2.835378e-02 3.136452e-02
 [2,] 1.580218e-02 2.402720e-02 3.462168e-02 4.640964e-02 5.706275e-02
 [3,] 2.194400e-02 3.229071e-02 4.679154e-02 6.504462e-02 8.514444e-02
 [4,] 3.271407e-02 4.475417e-02 6.221730e-02 8.565901e-02 1.140223e-01
 [5,] 4.973365e-02 6.475920e-02 8.512480e-02 1.128587e-01 1.481152e-01
 [6,] 6.754620e-02 9.008599e-02 1.165230e-01 1.496599e-01 1.917682e-01
 [7,] 7.368516e-02 1.071963e-01 1.455954e-01 1.894856e-01 2.414698e-01
 [8,] 6.263146e-02 1.018989e-01 1.518753e-01 2.108499e-01 2.784874e-01
 [9,] 4.428705e-02 7.887285e-02 1.292480e-01 1.957712e-01 2.772037e-01
[10,] 3.103509e-02 5.669363e-02 9.732156e-02 1.567546e-01 2.371555e-01
[11,] 2.483152e-02 4.498748e-02 7.665235e-02 1.238835e-01 1.909580e-01
[12,] 2.094074e-02 3.933198e-02 6.789062e-02 1.091092e-01 1.656762e-01
[13,] 1.593198e-02 3.268578e-02 6.042028e-02 1.015400e-01 1.570595e-01
[14,] 9.893881e-03 2.291167e-02 4.722502e-02 8.709114e-02 1.447740e-01
[15,] 4.732211e-03 1.262284e-02 2.975078e-02 6.213583e-02 1.154705e-01
[16,] 1.682692e-03 5.235049e-03 1.433085e-02 3.457275e-02 7.366316e-02
[17,] 4.356788e-04 1.592895e-03 5.112752e-03 1.441914e-02 3.577169e-02
[18,] 8.120569e-05 3.505803e-04 1.327148e-03 4.407623e-03 1.285061e-02
[19,] 1.083613e-05 5.542876e-05 2.484810e-04 9.765748e-04 3.366328e-03
[20,] 1.034385e-06 6.286243e-06 3.347899e-05 1.562995e-04 6.398721e-04
[21,] 7.119296e-08 5.147757e-07 3.263902e-06 1.815077e-05 8.855371e-05
[22,] 3.704632e-09 3.164118e-08 2.376921e-07 1.570141e-06 9.119525e-06
[23,] 1.838163e-10 1.767801e-09 1.511546e-08 1.147886e-07 7.733277e-07
[24,] 1.405011e-11 1.426283e-10 1.290749e-09 1.043811e-08 7.558274e-08
[25,] 1.495099e-12 1.675941e-11 1.657952e-10 1.449907e-09 1.123430e-08
[26,] 1.463358e-13 1.877319e-12 2.119653e-11 2.106978e-10 1.844812e-09
[27,] 1.171730e-14 1.728472e-13 2.243387e-12 2.562344e-11 2.575983e-10
[28,] 7.539649e-16 1.282915e-14 1.918210e-13 2.521422e-12 2.914939e-11
[29,] 3.797016e-17 7.510789e-16 1.302744e-14 1.982409e-13 2.648048e-12
[30,] 1.442015e-18 3.344886e-17 6.790420e-16 1.206949e-14 1.879103e-13
[31,] 4.000941e-20 1.095287e-18 2.620923e-17 5.483344e-16 1.003278e-14
[32,] 7.947639e-22 2.577459e-20 7.301428e-19 1.806927e-17 3.907103e-16
[33,] 1.119317e-23 4.307505e-22 1.447561e-20 4.248229e-19 1.088845e-17
[34,] 1.120940e-25 5.114385e-24 2.038180e-22 7.094242e-21 2.156596e-19
[35,] 8.327798e-28 4.464608e-26 2.094492e-24 8.595213e-23 3.084479e-21
[36,] 5.519460e-30 3.363387e-28 1.803036e-26 8.497456e-25 3.518250e-23
[37,] 4.609481e-32 3.089832e-30 1.822792e-28 9.468837e-27 4.333079e-25
[38,] 4.637637e-34 3.540400e-32 2.365606e-30 1.384127e-28 7.095596e-27
[39,] 3.980898e-36 3.574918e-34 2.803794e-32 1.920759e-30 1.149498e-28
[40,] 2.497709e-38 2.662239e-36 2.477110e-34 2.012086e-32 1.426800e-30
[41,] 1.105425e-40 1.400980e-38 1.549849e-36 1.496592e-34 1.261469e-32
[42,] 3.427487e-43 5.166788e-41 6.798503e-39 7.808258e-37 7.827869e-35
[43,] 7.435859e-46 1.333353e-43 2.086918e-41 2.851100e-39 3.399899e-37
[44,] 1.128482e-48 2.407035e-46 4.481428e-44 7.282773e-42 1.033055e-39
[45,] 1.197974e-51 3.039555e-49 6.731610e-47 1.301290e-44 2.195712e-42
[46,] 8.895832e-55 2.684876e-52 7.073070e-50 1.626440e-47 3.264482e-45
[47,] 4.620734e-58 1.658913e-55 5.198552e-53 1.421960e-50 3.394992e-48
[48,] 1.678884e-61 7.169822e-59 2.672651e-56 8.696055e-54 2.469725e-51
[49,] 4.266934e-65 2.167597e-62 9.611417e-60 3.719996e-57 1.256735e-54
[50,] 7.585713e-69 4.583889e-66 2.417786e-63 1.113135e-60 4.473262e-58
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.101929e-02 2.748492e-02 2.232058e-02 1.798261e-02 1.695537e-02
 [2,] 6.363789e-02 6.385284e-02 5.747965e-02 4.690853e-02 3.643672e-02
 [3,] 1.034567e-01 1.152640e-01 1.165608e-01 1.062978e-01 8.760947e-02
 [4,] 1.442596e-01 1.712613e-01 1.885898e-01 1.905505e-01 1.751044e-01
 [5,] 1.884301e-01 2.289228e-01 2.629453e-01 2.830567e-01 2.828995e-01
 [6,] 2.420132e-01 2.954749e-01 3.444472e-01 3.806846e-01 3.970599e-01
 [7,] 3.034443e-01 3.727457e-01 4.407583e-01 4.957360e-01 5.276385e-01
 [8,] 3.564506e-01 4.453109e-01 5.394857e-01 6.253197e-01 6.856538e-01
 [9,] 3.727586e-01 4.829013e-01 6.060813e-01 7.327555e-01 8.429542e-01
[10,] 3.389776e-01 4.622378e-01 6.069074e-01 7.693993e-01 9.359488e-01
[11,] 2.816768e-01 3.989461e-01 5.449634e-01 7.206210e-01 9.215252e-01
[12,] 2.410490e-01 3.397535e-01 4.670484e-01 6.280375e-01 8.257645e-01
[13,] 2.272090e-01 3.132310e-01 4.191382e-01 5.518789e-01 7.194495e-01
[14,] 2.192722e-01 3.072123e-01 4.061738e-01 5.184127e-01 6.519194e-01
[15,] 1.920891e-01 2.886404e-01 3.970821e-01 5.097915e-01 6.259073e-01
[16,] 1.390564e-01 2.336760e-01 3.521249e-01 4.812567e-01 6.069161e-01
[17,] 7.819105e-02 1.509465e-01 2.582937e-01 3.940169e-01 5.407664e-01
[18,] 3.291938e-02 7.418453e-02 1.473267e-01 2.585496e-01 4.027120e-01
[19,] 1.018295e-02 2.704903e-02 6.315343e-02 1.297770e-01 2.352074e-01
[20,] 2.297984e-03 7.242999e-03 2.004742e-02 4.876402e-02 1.043538e-01
[21,] 3.791432e-04 1.425064e-03 4.704119e-03 1.364435e-02 3.479681e-02
[22,] 4.656930e-05 2.090924e-04 8.255409e-04 2.866734e-03 8.758209e-03
[23,] 4.616400e-06 2.439084e-05 1.139436e-04 4.702348e-04 1.713176e-03
[24,] 4.907239e-07 2.858108e-06 1.492617e-05 6.980344e-05 2.917612e-04
[25,] 7.734643e-08 4.747952e-07 2.608346e-06 1.287060e-05 5.721580e-05
[26,] 1.424011e-08 9.703181e-08 5.847603e-07 3.124857e-06 1.485666e-05
[27,] 2.279914e-09 1.777075e-08 1.220466e-07 7.391351e-07 3.952054e-06
[28,] 2.964946e-10 2.654395e-09 2.092344e-08 1.452759e-07 8.889205e-07
[29,] 3.106704e-11 3.203017e-10 2.903672e-09 2.315841e-08 1.625887e-07
[30,] 2.563852e-12 3.067234e-11 3.219298e-10 2.966216e-09 2.400804e-08
[31,] 1.605902e-13 2.249555e-12 2.758881e-11 2.963681e-10 2.790112e-09
[32,] 7.382890e-15 1.219396e-13 1.760822e-12 2.223627e-11 2.456570e-10
[33,] 2.437508e-16 4.766413e-15 8.142462e-14 1.215355e-12 1.585301e-11
[34,] 5.725649e-18 1.327627e-16 2.688647e-15 4.755734e-14 7.347796e-13
[35,] 9.677019e-20 2.653649e-18 6.359365e-17 1.331668e-15 2.436403e-14
[36,] 1.278831e-21 4.078072e-20 1.140187e-18 2.793348e-17 5.993460e-16
[37,] 1.747246e-23 6.208854e-22 1.944167e-20 5.363035e-19 1.302769e-17
[38,] 3.188906e-25 1.257239e-23 4.351299e-22 1.322987e-20 3.536217e-19
[39,] 6.010717e-27 2.746724e-25 1.097182e-23 3.832130e-22 1.170694e-20
[40,] 8.833029e-29 4.774238e-27 2.253035e-25 9.283833e-24 3.340518e-22
[41,] 9.281358e-31 5.960895e-29 3.341800e-27 1.635398e-25 6.986291e-24
[42,] 6.849866e-33 5.232030e-31 3.488260e-29 2.030013e-27 1.031196e-25
[43,] 3.538885e-35 3.215242e-33 2.549811e-31 1.765019e-29 1.066444e-27
[44,] 1.279076e-37 1.382343e-35 1.304012e-33 1.073726e-31 7.717066e-30
[45,] 3.233873e-40 4.157351e-38 4.665056e-36 4.569232e-34 3.906392e-32
[46,] 5.719220e-43 8.745921e-41 1.167402e-38 1.360134e-36 1.383213e-34
[47,] 7.075159e-46 1.287004e-43 2.043478e-41 2.832084e-39 3.426010e-37
[48,] 6.122392e-49 1.324768e-46 2.502101e-44 4.124925e-42 5.935722e-40
[49,] 3.705880e-52 9.538611e-50 2.143015e-47 4.202535e-45 7.193559e-43
[50,] 1.569087e-55 4.804140e-53 1.283899e-50 2.994966e-48 6.098169e-46
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.086647e-02 2.974390e-02 4.157871e-02 5.261811e-02 5.872934e-02
 [2,] 3.071655e-02 3.313547e-02 4.453714e-02 6.243300e-02 8.118460e-02
 [3,] 6.703028e-02 5.212726e-02 4.886487e-02 5.960611e-02 8.192788e-02
 [4,] 1.458558e-01 1.114649e-01 8.261385e-02 6.828574e-02 7.294212e-02
 [5,] 2.600614e-01 2.184546e-01 1.681460e-01 1.221767e-01 9.213449e-02
 [6,] 3.887046e-01 3.545931e-01 2.993137e-01 2.332514e-01 1.700336e-01
 [7,] 5.312029e-01 5.059483e-01 4.550124e-01 3.847931e-01 3.049848e-01
 [8,] 7.081109e-01 6.904868e-01 6.395559e-01 5.658237e-01 4.792927e-01
 [9,] 9.125851e-01 9.257214e-01 8.833193e-01 8.013021e-01 7.004087e-01
[10,] 1.079632e+00 1.168025e+00 1.179570e+00 1.116683e+00 1.004396e+00
[11,] 1.130881e+00 1.315725e+00 1.434946e+00 1.458971e+00 1.388068e+00
[12,] 1.056680e+00 1.303326e+00 1.529588e+00 1.687582e+00 1.738676e+00
[13,] 9.274721e-01 1.174178e+00 1.443584e+00 1.700276e+00 1.893964e+00
[14,] 8.174964e-01 1.023387e+00 1.269560e+00 1.542134e+00 1.809092e+00
[15,] 7.539088e-01 9.077664e-01 1.098996e+00 1.329351e+00 1.586450e+00
[16,] 7.234359e-01 8.387420e-01 9.703244e-01 1.134492e+00 1.336188e+00
[17,] 6.775170e-01 7.920797e-01 8.897616e-01 9.907519e-01 1.117469e+00
[18,] 5.606895e-01 7.059749e-01 8.189667e-01 8.995461e-01 9.678686e-01
[19,] 3.772049e-01 5.381454e-01 6.890939e-01 8.037095e-01 8.739222e-01
[20,] 1.967774e-01 3.277680e-01 4.841666e-01 6.383958e-01 7.596257e-01
[21,] 7.809411e-02 1.544297e-01 2.695781e-01 4.166153e-01 5.726811e-01
[22,] 2.355107e-02 5.577572e-02 1.164437e-01 2.145941e-01 3.498390e-01
[23,] 5.507316e-03 1.561766e-02 3.906908e-02 8.624570e-02 1.681391e-01
[24,] 1.087497e-03 3.606626e-03 1.062111e-02 2.772913e-02 6.411135e-02
[25,] 2.295713e-04 8.316560e-04 2.716869e-03 7.984556e-03 2.104646e-02
[26,] 6.309484e-05 2.404181e-04 8.254996e-04 2.563193e-03 7.212320e-03
[27,] 1.868877e-05 7.835155e-05 2.921485e-04 9.726471e-04 2.904397e-03
[28,] 4.796584e-06 2.284604e-05 9.617884e-05 3.585455e-04 1.186565e-03
[29,] 1.005436e-06 5.480149e-06 2.634812e-05 1.118561e-04 4.198420e-04
[30,] 1.708155e-07 1.069156e-06 5.891890e-06 2.861316e-05 1.225835e-04
[31,] 2.303367e-08 1.668583e-07 1.061467e-06 5.934913e-06 2.919452e-05
[32,] 2.375129e-09 2.010648e-08 1.491116e-07 9.693770e-07 5.528538e-06
[33,] 1.807494e-10 1.801827e-09 1.570943e-08 1.198367e-07 8.002206e-07
[34,] 9.917296e-12 1.169446e-10 1.205001e-09 1.085190e-08 8.543723e-08
[35,] 3.894464e-13 5.438519e-12 6.635169e-11 7.072670e-10 6.587365e-09
[36,] 1.125740e-14 1.850290e-13 2.660381e-12 3.345345e-11 3.678287e-10
[37,] 2.785317e-16 5.237999e-15 8.658654e-14 1.257286e-12 1.602597e-11
[38,] 8.315061e-18 1.721092e-16 3.137476e-15 5.039212e-14 7.132633e-13
[39,] 3.129361e-19 7.322657e-18 1.500725e-16 2.695246e-15 4.244537e-14
[40,] 1.049700e-20 2.880897e-19 6.906465e-18 1.446490e-16 2.647191e-15
[41,] 2.605296e-22 8.481322e-21 2.410332e-19 5.980119e-18 1.295324e-16
[42,] 4.572329e-24 1.769657e-22 5.978582e-21 1.763060e-19 4.538358e-18
[43,] 5.624379e-26 2.589160e-24 1.040379e-22 3.648992e-21 1.117130e-19
[44,] 4.841247e-28 2.650995e-26 1.267089e-24 5.286302e-23 1.925057e-21
[45,] 2.915108e-30 1.898803e-28 1.079571e-26 5.357586e-25 2.320776e-23
[46,] 1.227843e-32 9.513554e-31 6.434117e-29 3.798231e-27 1.957132e-25
[47,] 3.617573e-35 3.334204e-33 2.682337e-31 1.883565e-29 1.154501e-27
[48,] 7.455507e-38 8.173858e-36 7.822098e-34 6.533796e-32 4.763807e-30
[49,] 1.074787e-40 1.401675e-38 1.595580e-36 1.585389e-34 1.374990e-32
[50,] 1.083810e-43 1.681330e-41 2.276666e-39 2.690863e-37 2.776069e-35
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 5.738148e-02 4.897561e-02 3.649470e-02 2.373847e-02 1.347812e-02
 [2,] 9.380528e-02 9.508255e-02 8.424149e-02 6.517289e-02 4.401513e-02
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[33,] 8.677813e-01 9.448500e-01 9.722071e-01 9.460020e-01 8.743728e-01
[34,] 7.112024e-01 8.326129e-01 9.235011e-01 9.717887e-01 9.689521e-01
[35,] 4.975613e-01 6.238642e-01 7.395617e-01 8.346170e-01 8.983220e-01
[36,] 2.931665e-01 3.963212e-01 5.012219e-01 6.009066e-01 6.892972e-01
[37,] 1.411015e-01 2.094679e-01 2.859644e-01 3.648334e-01 4.420641e-01
[38,] 5.410097e-02 8.989718e-02 1.350754e-01 1.860932e-01 2.392325e-01
[39,] 1.752770e-02 3.255197e-02 5.410879e-02 8.124272e-02 1.116922e-01
[40,] 6.363486e-03 1.278291e-02 2.284036e-02 3.649926e-02 5.261409e-02
[41,] 3.186989e-03 7.046798e-03 1.369820e-02 2.346427e-02 3.554758e-02
[42,] 1.605778e-03 4.120700e-03 9.243692e-03 1.813472e-02 3.113683e-02
[43,] 6.216165e-04 1.888033e-03 5.006763e-03 1.159302e-02 2.344087e-02
[44,] 1.714489e-04 6.188675e-04 1.949966e-03 5.363247e-03 1.287677e-02
[45,] 3.319006e-05 1.424865e-04 5.339358e-04 1.746446e-03 4.986238e-03
[46,] 4.497148e-06 2.296490e-05 1.023620e-04 3.982540e-04 1.352473e-03
[47,] 4.262860e-07 2.589411e-06 1.372927e-05 6.353897e-05 2.566725e-04
[48,] 2.826567e-08 2.042368e-07 1.288115e-06 7.091234e-06 3.407495e-05
[49,] 1.311006e-09 1.126819e-08 8.453759e-08 5.535946e-07 3.164318e-06
[50,] 4.253393e-11 4.348706e-10 3.880885e-09 3.023067e-08 2.055469e-07
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.462808e-14 8.231003e-16 4.042634e-17 1.733095e-18 6.485245e-20
 [2,] 7.676334e-13 5.138003e-14 3.001796e-15 1.530785e-16 6.813861e-18
 [3,] 2.817794e-11 2.243494e-12 1.559147e-13 9.457910e-15 5.007831e-16
 [4,] 7.235442e-10 6.852625e-11 5.664937e-12 4.087705e-13 2.574603e-14
 [5,] 1.299794e-08 1.464354e-09 1.440006e-10 1.236030e-11 9.260630e-13
 [6,] 1.634452e-07 2.190484e-08 2.562451e-09 2.616490e-10 2.332011e-11
 [7,] 1.442134e-06 2.299539e-07 3.200587e-08 3.888411e-09 4.123525e-10
 [8,] 9.023709e-06 1.713136e-06 2.839077e-07 4.107163e-08 5.186652e-09
 [9,] 4.186086e-05 9.487448e-06 1.877462e-06 3.243942e-07 4.893915e-08
[10,] 1.673804e-04 4.560230e-05 1.085521e-05 2.257514e-06 4.101518e-07
[11,] 7.483330e-04 2.460346e-04 7.074797e-05 1.778679e-05 3.908787e-06
[12,] 3.779733e-03 1.484371e-03 5.106066e-04 1.537180e-04 4.047721e-05
[13,] 1.678831e-02 7.789417e-03 3.173175e-03 1.133151e-03 3.543601e-04
[14,] 5.674566e-02 3.086660e-02 1.479631e-02 6.233420e-03 2.303931e-03
[15,] 1.413520e-01 8.933877e-02 5.006227e-02 2.475197e-02 1.076721e-02
[16,] 2.620656e-01 1.898392e-01 1.231736e-01 7.096788e-02 3.613207e-02
[17,] 3.732279e-01 3.028883e-01 2.240258e-01 1.487560e-01 8.791035e-02
[18,] 4.321338e-01 3.788252e-01 3.108799e-01 2.333684e-01 1.578803e-01
[19,] 4.412925e-01 4.004307e-01 3.496123e-01 2.866878e-01 2.163876e-01
[20,] 4.270175e-01 3.947380e-01 3.526108e-01 3.010931e-01 2.424104e-01
[21,] 4.012261e-01 3.878259e-01 3.555876e-01 3.079714e-01 2.520438e-01
[22,] 3.726702e-01 3.822428e-01 3.722496e-01 3.361339e-01 2.801686e-01
[23,] 3.680979e-01 3.779899e-01 3.904390e-01 3.806845e-01 3.394519e-01
[24,] 4.204909e-01 3.907928e-01 3.974541e-01 4.107887e-01 4.019524e-01
[25,] 5.378959e-01 4.472308e-01 4.067913e-01 4.074747e-01 4.210043e-01
[26,] 6.890080e-01 5.546614e-01 4.522330e-01 3.987918e-01 3.902609e-01
[27,] 8.327864e-01 6.886482e-01 5.457176e-01 4.312433e-01 3.635077e-01
[28,] 9.321075e-01 8.143831e-01 6.665843e-01 5.166939e-01 3.919413e-01
[29,] 9.340774e-01 8.834585e-01 7.746845e-01 6.294802e-01 4.775039e-01
[30,] 8.202031e-01 8.448894e-01 8.116897e-01 7.182087e-01 5.829955e-01
[31,] 6.825815e-01 7.231686e-01 7.478727e-01 7.269831e-01 6.502175e-01
[32,] 6.599492e-01 6.395880e-01 6.483408e-01 6.586771e-01 6.399898e-01
[33,] 7.793561e-01 6.903219e-01 6.298373e-01 6.009698e-01 5.860508e-01
[34,] 9.155133e-01 8.255940e-01 7.243460e-01 6.367375e-01 5.744202e-01
[35,] 9.201487e-01 8.944760e-01 8.265142e-01 7.334300e-01 6.373357e-01
[36,] 7.589265e-01 7.999594e-01 8.032251e-01 7.661579e-01 6.966240e-01
[37,] 5.151226e-01 5.803011e-01 6.303376e-01 6.554432e-01 6.481208e-01
[38,] 2.925323e-01 3.458434e-01 3.984998e-01 4.464077e-01 4.814586e-01
[39,] 1.432406e-01 1.752215e-01 2.087472e-01 2.449943e-01 2.825486e-01
[40,] 6.934566e-02 8.528064e-02 1.005539e-01 1.169832e-01 1.367572e-01
[41,] 4.791927e-02 5.808917e-02 6.451374e-02 6.772606e-02 7.027146e-02
[42,] 4.684192e-02 6.186829e-02 7.201811e-02 7.446498e-02 6.953282e-02
[43,] 4.139593e-02 6.386457e-02 8.611511e-02 1.015789e-01 1.050178e-01
[44,] 2.698819e-02 4.937910e-02 7.887475e-02 1.100016e-01 1.339696e-01
[45,] 1.242636e-02 2.703152e-02 5.132808e-02 8.507514e-02 1.230897e-01
[46,] 4.009079e-03 1.037310e-02 2.342720e-02 4.618289e-02 7.946788e-02
[47,] 9.050340e-04 2.785460e-03 7.482998e-03 1.754692e-02 3.591477e-02
[48,] 1.429206e-04 5.232398e-04 1.672064e-03 4.663924e-03 1.135524e-02
[49,] 1.578754e-05 6.875357e-05 2.613498e-04 8.671523e-04 2.511394e-03
[50,] 1.219889e-06 6.319404e-06 2.857446e-05 1.127785e-04 3.885264e-04
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.118248e-21 6.039116e-23 1.502852e-24 3.264414e-26 6.189285e-28
 [2,] 2.647395e-19 8.978223e-21 2.657714e-22 6.867085e-24 1.548755e-25
 [3,] 2.314464e-17 9.336787e-19 3.287689e-20 1.010486e-21 2.710915e-23
 [4,] 1.415427e-15 6.792207e-17 2.844989e-18 1.040152e-19 3.319397e-21
 [5,] 6.056178e-14 3.457032e-15 1.722482e-16 7.491227e-18 2.843792e-19
 [6,] 1.814220e-12 1.231963e-13 7.302198e-15 3.777965e-16 1.706124e-17
 [7,] 3.816977e-11 3.084078e-12 2.175135e-13 1.339068e-14 7.195738e-16
 [8,] 5.717603e-10 5.502044e-11 4.621882e-12 3.389222e-13 2.169550e-14
 [9,] 6.446491e-09 7.414419e-10 7.445969e-11 6.529197e-12 4.999163e-13
[10,] 6.509803e-08 9.025905e-09 1.093217e-09 1.156668e-10 1.069042e-11
[11,] 7.507051e-07 1.259847e-07 1.847301e-08 2.366397e-09 2.648096e-10
[12,] 9.318950e-06 1.875250e-06 3.297476e-07 5.065830e-08 6.798280e-09
[13,] 9.697448e-05 2.321116e-05 4.857204e-06 8.883555e-07 1.419671e-07
[14,] 7.462518e-04 2.116471e-04 5.252599e-05 1.140129e-05 2.163607e-06
[15,] 4.113353e-03 1.378254e-03 4.046530e-04 1.040227e-04 2.339928e-05
[16,] 1.620732e-02 6.392136e-03 2.213420e-03 6.721654e-04 1.788517e-04
[17,] 4.600003e-02 2.124263e-02 8.637924e-03 3.087670e-03 9.689474e-04
[18,] 9.538136e-02 5.116269e-02 2.427471e-02 1.016035e-02 3.744115e-03
[19,] 1.481212e-01 9.101908e-02 4.986389e-02 2.423975e-02 1.042078e-02
[20,] 1.812575e-01 1.241160e-01 7.693547e-02 4.279445e-02 2.122475e-02
[21,] 1.946334e-01 1.409415e-01 9.471957e-02 5.837656e-02 3.263065e-02
[22,] 2.167167e-01 1.568671e-01 1.068411e-01 6.840924e-02 4.086606e-02
[23,] 2.742359e-01 2.013435e-01 1.356965e-01 8.504617e-02 5.013122e-02
[24,] 3.579579e-01 2.856467e-01 2.037523e-01 1.305858e-01 7.600743e-02
[25,] 4.158217e-01 3.745176e-01 3.010653e-01 2.144254e-01 1.352896e-01
[26,] 4.019997e-01 4.021643e-01 3.694669e-01 3.032242e-01 2.198240e-01
[27,] 3.424997e-01 3.486446e-01 3.527253e-01 3.316726e-01 2.798249e-01
[28,] 3.106933e-01 2.755899e-01 2.722571e-01 2.762639e-01 2.655370e-01
[29,] 3.466215e-01 2.551304e-01 2.071660e-01 1.926387e-01 1.925187e-01
[30,] 4.355883e-01 3.043688e-01 2.077726e-01 1.508207e-01 1.264489e-01
[31,] 5.301080e-01 3.934344e-01 2.679013e-01 1.719376e-01 1.111689e-01
[32,] 5.759914e-01 4.721799e-01 3.502488e-01 2.353626e-01 1.451538e-01
[33,] 5.586470e-01 5.002988e-01 4.105373e-01 3.047701e-01 2.037791e-01
[34,] 5.305860e-01 4.868994e-01 4.271095e-01 3.473862e-01 2.570873e-01
[35,] 5.540541e-01 4.860493e-01 4.246863e-01 3.593158e-01 2.858500e-01
[36,] 6.102717e-01 5.226195e-01 4.419879e-01 3.683897e-01 2.980563e-01
[37,] 6.082421e-01 5.438867e-01 4.670702e-01 3.880355e-01 3.124264e-01
[38,] 4.946366e-01 4.808925e-01 4.419730e-01 3.851553e-01 3.194836e-01
[39,] 3.160129e-01 3.375081e-01 3.404110e-01 3.226544e-01 2.873190e-01
[40,] 1.603006e-01 1.847947e-01 2.046684e-01 2.140277e-01 2.094456e-01
[41,] 7.530919e-02 8.466269e-02 9.749012e-02 1.104106e-01 1.190585e-01
[42,] 6.067366e-02 5.258173e-02 4.874897e-02 4.996851e-02 5.442212e-02
[43,] 9.558449e-02 7.742585e-02 5.731224e-02 4.110295e-02 3.143841e-02
[44,] 1.425389e-01 1.326158e-01 1.081571e-01 7.783332e-02 5.030983e-02
[45,] 1.554633e-01 1.714181e-01 1.650417e-01 1.388231e-01 1.021583e-01
[46,] 1.193586e-01 1.564842e-01 1.790808e-01 1.788987e-01 1.560239e-01
[47,] 6.416410e-02 1.000596e-01 1.361987e-01 1.618218e-01 1.678240e-01
[48,] 2.413167e-02 4.476360e-02 7.247847e-02 1.024329e-01 1.263622e-01
[49,] 6.348637e-03 1.400852e-02 2.698054e-02 4.535813e-02 6.655887e-02
[50,] 1.168318e-03 3.066535e-03 7.025561e-03 1.404948e-02 2.452370e-02
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.024288e-29 1.479618e-31 1.865622e-33 2.053260e-35 1.972469e-37
 [2,] 3.048873e-27 5.238925e-29 7.857625e-31 1.028695e-32 1.175515e-34
 [3,] 6.348162e-25 1.297556e-26 2.314999e-28 3.605135e-30 4.900480e-32
 [4,] 9.246300e-23 2.248139e-24 4.771167e-26 8.838377e-28 1.429114e-29
 [5,] 9.423005e-21 2.725385e-22 6.880390e-24 1.516160e-25 2.916246e-27
 [6,] 6.725304e-19 2.313993e-20 6.949617e-22 1.821834e-23 4.168749e-25
 [7,] 3.375239e-17 1.381946e-18 4.938955e-20 1.540769e-21 4.195648e-23
 [8,] 1.212354e-15 5.914000e-17 2.518418e-18 9.362056e-20 3.038183e-21
 [9,] 3.342246e-14 1.951139e-15 9.946087e-17 4.427269e-18 1.720858e-19
[10,] 8.630988e-13 6.087001e-14 3.749914e-15 2.017960e-16 9.485823e-18
[11,] 2.588487e-11 2.210040e-12 1.648065e-13 1.073373e-14 6.105372e-16
[12,] 7.968407e-10 8.156880e-11 7.291567e-12 5.691576e-13 3.879136e-14
[13,] 1.981983e-08 2.416865e-09 2.573879e-10 2.393655e-11 1.943730e-12
[14,] 3.588459e-07 5.200339e-08 6.583541e-09 7.279804e-10 7.029987e-11
[15,] 4.603553e-06 7.918245e-07 1.190340e-07 1.563534e-08 1.794104e-09
[16,] 4.166749e-05 8.494377e-06 1.514554e-06 2.360943e-07 3.216584e-08
[17,] 2.666572e-04 6.429993e-05 1.357559e-05 2.508078e-06 4.052716e-07
[18,] 1.212807e-03 3.448902e-04 8.601216e-05 1.879532e-05 3.596146e-06
[19,] 3.951985e-03 1.319557e-03 3.873115e-04 9.980569e-05 2.255553e-05
[20,] 9.343143e-03 3.638075e-03 1.249880e-03 3.781082e-04 1.005587e-04
[21,] 1.639405e-02 7.352918e-03 2.929374e-03 1.032851e-03 3.214066e-04
[22,] 2.251538e-02 1.130413e-02 5.118456e-03 2.073542e-03 7.471693e-04
[23,] 2.792687e-02 1.464429e-02 7.149937e-03 3.206425e-03 1.304199e-03
[24,] 4.077760e-02 2.049036e-02 9.759867e-03 4.418509e-03 1.886533e-03
[25,] 7.596288e-02 3.829586e-02 1.757220e-02 7.469900e-03 2.996297e-03
[26,] 1.402738e-01 7.881869e-02 3.911934e-02 1.725598e-02 6.834710e-03
[27,] 2.086114e-01 1.366199e-01 7.846185e-02 3.952864e-02 1.750176e-02
[28,] 2.308282e-01 1.777635e-01 1.202779e-01 7.128253e-02 3.697001e-02
[29,] 1.878487e-01 1.680456e-01 1.338544e-01 9.381972e-02 5.760376e-02
[30,] 1.203036e-01 1.172808e-01 1.073854e-01 8.837303e-02 6.420250e-02
[31,] 8.052094e-02 6.905551e-02 6.510787e-02 6.023059e-02 5.099747e-02
[32,] 8.553649e-02 5.277065e-02 3.823829e-02 3.285792e-02 2.984507e-02
[33,] 1.231477e-01 6.853565e-02 3.713258e-02 2.197430e-02 1.583224e-02
[34,] 1.714393e-01 1.027143e-01 5.559867e-02 2.787923e-02 1.391757e-02
[35,] 2.090860e-01 1.386167e-01 8.264476e-02 4.422618e-02 2.140311e-02
[36,] 2.290565e-01 1.637351e-01 1.070949e-01 6.337441e-02 3.370454e-02
[37,] 2.423155e-01 1.788188e-01 1.236878e-01 7.903792e-02 4.609388e-02
[38,] 2.526564e-01 1.900621e-01 1.351978e-01 9.018072e-02 5.586918e-02
[39,] 2.406967e-01 1.897697e-01 1.405768e-01 9.751127e-02 6.306156e-02
[40,] 1.912707e-01 1.629702e-01 1.294864e-01 9.574545e-02 6.567913e-02
[41,] 1.201209e-01 1.126346e-01 9.798183e-02 7.899014e-02 5.887697e-02
[42,] 5.897558e-02 6.078771e-02 5.839674e-02 5.192738e-02 4.263248e-02
[43,] 2.765602e-02 2.723974e-02 2.751172e-02 2.669700e-02 2.418143e-02
[44,] 3.056751e-02 1.918386e-02 1.394212e-02 1.195230e-02 1.100479e-02
[45,] 6.603592e-02 3.793426e-02 2.000629e-02 1.048754e-02 6.229448e-03
[46,] 1.188309e-01 7.910334e-02 4.614154e-02 2.376551e-02 1.105729e-02
[47,] 1.519266e-01 1.200614e-01 8.284023e-02 4.993242e-02 2.633564e-02
[48,] 1.360637e-01 1.278843e-01 1.049174e-01 7.513632e-02 4.697580e-02
[49,] 8.525171e-02 9.531183e-02 9.301167e-02 7.922756e-02 5.890699e-02
[50,] 3.736438e-02 4.969078e-02 5.768198e-02 5.844548e-02 5.169021e-02

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

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
     41.904        4.638  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1bhx81226253666.ps tmp/1bhx81226253666.png")
> system("convert tmp/2b8a91226253666.ps tmp/2b8a91226253666.png")
> system("convert tmp/3b4jj1226253666.ps tmp/3b4jj1226253666.png")
> system("convert tmp/4yjx61226253666.ps tmp/4yjx61226253666.png")
> system("convert tmp/5896m1226253666.ps tmp/5896m1226253666.png")
> system("convert tmp/6448d1226253666.ps tmp/6448d1226253666.png")
> system("convert tmp/7ro541226253666.ps tmp/7ro541226253666.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.369   2.076   3.903