R version 2.7.2 (2008-08-25)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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> z <- c(110.6,104,112.6,107.3,98.9,109.8,104.9,102.2,123.9,124.9,112.7,121.9,100.6,104.3,120.4,107.5,102.9,125.6,107.5,108.8,128.4,121.1,119.5,128.7,108.7,105.5,119.8,111.3,110.6,120.1,97.5,107.7,127.3,117.2,119.8,116.2,111,112.4,130.6,109.1,118.8,123.9,101.6,112.8,128,129.6,125.8,119.5,115.7,113.6,129.7,112,116.8,127,112.1,114.2,121.1,131.6,125,120.4,117.7,117.5,120.6,127.5,112.3,124.5,112.4)
> y <- c(93.4,101.5,110.4,105.9,108.4,113.9,86.1,69.4,101.2,100.5,98,106.6,90.1,96.9,125.9,112,100,123.9,79.8,83.4,113.6,112.9,104,109.9,99,106.3,128.9,111.1,102.9,130,87,87.5,117.6,103.4,110.8,112.6,102.5,112.4,135.6,105.1,127.7,137,91,90.5,122.4,123.3,124.3,120,118.1,119,142.7,123.6,129.6,151.6,110.4,99.2,130.5,136.2,129.7,128,121.6,135.8,143.8,147.5,136.2,156.6,123.2)
> x <- c(99.3,99.2,108.3,105.6,99.5,107.4,93.1,88.1,110.7,113.1,99.6,93.6,98.6,99.6,114.3,107.8,101.2,112.5,100.5,93.9,116.2,112,106.4,95.7,96,95.8,103,102.2,98.4,111.4,86.6,91.3,107.9,101.8,104.4,93.4,100.1,98.5,112.9,101.4,107.1,110.8,90.3,95.5,111.4,113,107.5,95.9,106.3,105.2,117.2,106.9,108.2,113,97.2,99.9,108.1,118.1,109.1,93.3,112.1,111.8,112.5,116.3,110.3,117.1,102.6)
> par7 = 'Consumptiegoederen'
> par6 = 'Investeringsgoederen'
> par5 = 'Intermediaire goederen'
> 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/187gg1226326387.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/20ni11226326387.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/3vfaz1226326387.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/4a6o81226326387.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/5pwr71226326387.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  
    -65.769        1.723  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/641zr1226326387.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]  55.31192  57.66654  60.02115  62.37577  64.73038  67.08500  69.43962
 [8]  71.79423  74.14885  76.50346  78.85808  81.21269  83.56731  85.92192
[15]  88.27654  90.63115  92.98577  95.34038  97.69500 100.04962 102.40423
[22] 104.75885 107.11346 109.46808 111.82269 114.17731 116.53192 118.88654
[29] 121.24115 123.59577 125.95038 128.30500 130.65962 133.01423 135.36885
[36] 137.72346 140.07808 142.43269 144.78731 147.14192 149.49654 151.85115
[43] 154.20577 156.56038 158.91500 161.26962 163.62423 165.97885 168.33346
[50] 170.68808

$yords
 [1]  90.86162  91.82849  92.79537  93.76224  94.72911  95.69598  96.66286
 [8]  97.62973  98.59660  99.56347 100.53035 101.49722 102.46409 103.43096
[15] 104.39784 105.36471 106.33158 107.29846 108.26533 109.23220 110.19907
[22] 111.16595 112.13282 113.09969 114.06656 115.03344 116.00031 116.96718
[29] 117.93405 118.90093 119.86780 120.83467 121.80154 122.76842 123.73529
[36] 124.70216 125.66904 126.63591 127.60278 128.56965 129.53653 130.50340
[43] 131.47027 132.43714 133.40402 134.37089 135.33776 136.30463 137.27151
[50] 138.23838

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 5.593176e-04 9.549879e-04 1.536100e-03 2.291829e-03 3.149536e-03
 [2,] 5.800542e-04 9.671627e-04 1.591077e-03 2.488717e-03 3.630020e-03
 [3,] 6.833104e-04 1.018335e-03 1.604115e-03 2.531496e-03 3.840107e-03
 [4,] 9.735613e-04 1.244657e-03 1.731020e-03 2.567319e-03 3.870464e-03
 [5,] 1.556022e-03 1.809038e-03 2.191456e-03 2.857556e-03 3.987116e-03
 [6,] 2.487293e-03 2.847350e-03 3.213995e-03 3.723882e-03 4.586091e-03
 [7,] 3.713787e-03 4.386664e-03 4.943043e-03 5.450578e-03 6.093730e-03
 [8,] 5.034263e-03 6.264060e-03 7.319633e-03 8.141800e-03 8.813854e-03
 [9,] 6.133503e-03 8.108721e-03 9.995070e-03 1.157025e-02 1.273267e-02
[10,] 6.700548e-03 9.442687e-03 1.236837e-02 1.511709e-02 1.735672e-02
[11,] 6.578907e-03 9.882781e-03 1.379183e-02 1.791200e-02 2.172671e-02
[12,] 5.854805e-03 9.335537e-03 1.386680e-02 1.917385e-02 2.470767e-02
[13,] 4.820269e-03 8.056434e-03 1.265418e-02 1.858551e-02 2.547187e-02
[14,] 3.831080e-03 6.527676e-03 1.065555e-02 1.646658e-02 2.390642e-02
[15,] 3.145537e-03 5.228652e-03 8.570321e-03 1.362279e-02 2.068064e-02
[16,] 2.830676e-03 4.432301e-03 6.975409e-03 1.096235e-02 1.692242e-02
[17,] 2.771861e-03 4.126838e-03 6.102353e-03 9.102690e-03 1.369965e-02
[18,] 2.763948e-03 4.080686e-03 5.806768e-03 8.165530e-03 1.159250e-02
[19,] 2.627505e-03 3.996932e-03 5.714294e-03 7.829265e-03 1.054999e-02
[20,] 2.289736e-03 3.669629e-03 5.447070e-03 7.574935e-03 1.005482e-02
[21,] 1.795486e-03 3.064385e-03 4.808741e-03 6.980081e-03 9.474128e-03
[22,] 1.256716e-03 2.295270e-03 3.840973e-03 5.907382e-03 8.398879e-03
[23,] 7.824852e-04 1.532684e-03 2.746125e-03 4.507834e-03 6.800334e-03
[24,] 4.327898e-04 9.100461e-04 1.749029e-03 3.075001e-03 4.953666e-03
[25,] 2.125078e-04 4.799268e-04 9.902830e-04 1.867824e-03 3.223373e-03
[26,] 9.261015e-05 2.246865e-04 4.979754e-04 1.008516e-03 1.867463e-03
[27,] 3.581670e-05 9.336524e-05 2.223192e-04 4.836819e-04 9.618650e-04
[28,] 1.229274e-05 3.443330e-05 8.810798e-05 2.059931e-04 4.402015e-04
[29,] 3.744231e-06 1.127133e-05 3.099844e-05 7.790538e-05 1.789928e-04
[30,] 1.012191e-06 3.275098e-06 9.683242e-06 2.616975e-05 6.468282e-05
[31,] 2.428887e-07 8.449161e-07 2.686496e-06 7.811510e-06 2.078633e-05
[32,] 5.174740e-08 1.935886e-07 6.622761e-07 2.073353e-06 5.946189e-06
[33,] 9.791458e-09 3.941239e-08 1.451746e-07 4.898591e-07 1.516473e-06
[34,] 1.646243e-09 7.134861e-09 2.832712e-08 1.031817e-07 3.455667e-07
[35,] 2.461191e-10 1.149756e-09 4.927841e-09 1.941983e-08 7.058273e-08
[36,] 3.275461e-11 1.651884e-10 7.660153e-10 3.276248e-09 1.297754e-08
[37,] 3.886541e-12 2.120774e-11 1.067400e-10 4.975790e-10 2.159719e-09
[38,] 4.121103e-13 2.440860e-12 1.339066e-11 6.840622e-11 3.274437e-10
[39,] 3.917584e-14 2.529325e-13 1.520760e-12 8.568474e-12 4.553737e-11
[40,] 3.353268e-15 2.372953e-14 1.573753e-13 9.845643e-13 5.843246e-12
[41,] 2.598839e-16 2.028774e-15 1.494122e-14 1.043927e-13 6.942706e-13
[42,] 1.835659e-17 1.591445e-16 1.309032e-15 1.024932e-14 7.639099e-14
[43,] 1.189754e-18 1.152109e-17 1.061999e-16 9.318526e-16 7.757958e-15
[44,] 7.117040e-20 7.723578e-19 7.978409e-18 7.819213e-17 7.229889e-16
[45,] 3.942515e-21 4.794557e-20 5.531462e-19 6.020258e-18 6.141028e-17
[46,] 2.022274e-22 2.746499e-21 3.518514e-20 4.224257e-19 4.723158e-18
[47,] 9.571502e-24 1.443337e-22 2.039489e-21 2.683683e-20 3.271056e-19
[48,] 4.155602e-25 6.911207e-24 1.070258e-22 1.535122e-21 2.031007e-20
[49,] 1.643786e-26 2.995777e-25 5.056597e-24 7.872294e-23 1.126948e-21
[50,] 5.885537e-28 1.169054e-26 2.141654e-25 3.607530e-24 5.575280e-23
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.974696e-03 4.600767e-03 4.882758e-03 4.751491e-03 4.240786e-03
 [2,] 4.892422e-03 6.068190e-03 6.914860e-03 7.235187e-03 6.951068e-03
 [3,] 5.468547e-03 7.225830e-03 8.811554e-03 9.893578e-03 1.021908e-02
 [4,] 5.677035e-03 7.880626e-03 1.020395e-02 1.223775e-02 1.355121e-02
 [5,] 5.724359e-03 8.095784e-03 1.093653e-02 1.386805e-02 1.636128e-02
 [6,] 6.033934e-03 8.239990e-03 1.121354e-02 1.471944e-02 1.826701e-02
 [7,] 7.150198e-03 8.917028e-03 1.159691e-02 1.517545e-02 1.933738e-02
 [8,] 9.581334e-03 1.080782e-02 1.286670e-02 1.599363e-02 2.014467e-02
 [9,] 1.358497e-02 1.445049e-02 1.579938e-02 1.809601e-02 2.161218e-02
[10,] 1.893104e-02 1.996811e-02 2.088885e-02 2.229253e-02 2.474897e-02
[11,] 2.476790e-02 2.681495e-02 2.803022e-02 2.895303e-02 3.033260e-02
[12,] 2.976547e-02 3.372193e-02 3.628715e-02 3.766899e-02 3.854352e-02
[13,] 3.258588e-02 3.901614e-02 4.396776e-02 4.708362e-02 4.862888e-02
[14,] 3.248108e-02 4.127001e-02 4.914265e-02 5.513474e-02 5.883160e-02
[15,] 2.966180e-02 3.995171e-02 5.043270e-02 5.975949e-02 6.681274e-02
[16,] 2.519694e-02 3.567793e-02 4.763199e-02 5.975286e-02 7.050078e-02
[17,] 2.050431e-02 2.990973e-02 4.178626e-02 5.529028e-02 6.894784e-02
[18,] 1.673137e-02 2.428043e-02 3.468904e-02 4.781138e-02 6.270849e-02
[19,] 1.434299e-02 1.992869e-02 2.809703e-02 3.935555e-02 5.354765e-02
[20,] 1.307877e-02 1.714977e-02 2.307069e-02 3.172337e-02 4.367028e-02
[21,] 1.224527e-02 1.547808e-02 1.972214e-02 2.586578e-02 3.487546e-02
[22,] 1.115690e-02 1.410149e-02 1.742711e-02 2.174109e-02 2.801350e-02
[23,] 9.483249e-03 1.235846e-02 1.533547e-02 1.864064e-02 2.294628e-02
[24,] 7.335709e-03 1.004811e-02 1.287829e-02 1.575516e-02 1.895750e-02
[25,] 5.098910e-03 7.419700e-03 1.000047e-02 1.264480e-02 1.533006e-02
[26,] 3.165180e-03 4.921079e-03 7.047853e-03 9.372642e-03 1.174455e-02
[27,] 1.749739e-03 2.915857e-03 4.463630e-03 6.309780e-03 8.317514e-03
[28,] 8.603810e-04 1.539810e-03 2.528600e-03 3.824525e-03 5.365082e-03
[29,] 3.762125e-04 7.241721e-04 1.279011e-03 2.079342e-03 3.129020e-03
[30,] 1.463335e-04 3.034042e-04 5.777017e-04 1.013429e-03 1.646367e-03
[31,] 5.067501e-05 1.133718e-04 2.333426e-04 4.434752e-04 7.825016e-04
[32,] 1.564619e-05 3.785870e-05 8.451179e-05 1.748348e-04 3.372359e-04
[33,] 4.316518e-06 1.133218e-05 2.755578e-05 6.240642e-05 1.325202e-04
[34,] 1.067379e-06 3.053262e-06 8.131835e-06 2.029395e-05 4.778311e-05
[35,] 2.375793e-07 7.445165e-07 2.185861e-06 6.052587e-06 1.590001e-05
[36,] 4.786065e-08 1.653671e-07 5.388395e-07 1.665401e-06 4.900068e-06
[37,] 8.783006e-09 3.368557e-08 1.225408e-07 4.243114e-07 1.398954e-06
[38,] 1.478299e-09 6.330516e-09 2.580294e-08 1.001304e-07 3.688237e-07
[39,] 2.295655e-10 1.101545e-09 5.031977e-09 2.181633e-08 8.928219e-08
[40,] 3.300868e-11 1.775124e-10 9.059357e-10 4.363699e-09 1.970984e-08
[41,] 4.395421e-12 2.640642e-11 1.497137e-10 7.958587e-10 3.941817e-09
[42,] 5.402505e-13 3.605378e-12 2.255708e-11 1.314799e-10 7.101349e-10
[43,] 6.094084e-14 4.487500e-13 3.078249e-12 1.956478e-11 1.147309e-10
[44,] 6.266016e-15 5.058459e-14 3.783405e-13 2.610701e-12 1.656835e-11
[45,] 5.834375e-16 5.135188e-15 4.169669e-14 3.113701e-13 2.133592e-12
[46,] 4.892049e-17 4.674235e-16 4.107147e-15 3.311439e-14 2.446055e-13
[47,] 3.677739e-18 3.802492e-17 3.607342e-16 3.135239e-15 2.493786e-14
[48,] 2.470900e-19 2.758164e-18 2.820576e-17 2.639700e-16 2.259234e-15
[49,] 1.480177e-20 1.781021e-19 1.961165e-18 1.974899e-17 1.817838e-16
[50,] 7.893296e-22 1.022670e-20 1.211688e-19 1.312267e-18 1.298654e-17
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.472973e-03 2.611132e-03 1.803425e-03 1.145005e-03 6.687713e-04
 [2,] 6.133549e-03 4.973144e-03 3.707316e-03 2.542614e-03 1.605456e-03
 [3,] 9.708720e-03 8.485961e-03 6.826780e-03 5.057591e-03 3.452620e-03
 [4,] 1.383645e-02 1.302171e-02 1.129628e-02 9.035622e-03 6.666792e-03
 [5,] 1.788282e-02 1.807289e-02 1.687507e-02 1.455424e-02 1.159524e-02
 [6,] 2.120157e-02 2.288729e-02 2.291658e-02 2.125401e-02 1.824634e-02
 [7,] 2.347230e-02 2.679778e-02 2.857807e-02 2.836225e-02 2.614083e-02
 [8,] 2.491540e-02 2.956977e-02 3.319726e-02 3.496657e-02 3.439028e-02
 [9,] 2.626786e-02 3.155999e-02 3.662106e-02 4.041391e-02 4.201994e-02
[10,] 2.856753e-02 3.362351e-02 3.930465e-02 4.460754e-02 4.837422e-02
[11,] 3.285442e-02 3.686215e-02 4.217512e-02 4.806249e-02 5.338598e-02
[12,] 3.982314e-02 4.230959e-02 4.637013e-02 5.175566e-02 5.761357e-02
[13,] 4.942675e-02 5.055148e-02 5.290634e-02 5.686312e-02 6.209470e-02
[14,] 6.056478e-02 6.130035e-02 6.225145e-02 6.438943e-02 6.806522e-02
[15,] 7.113587e-02 7.312790e-02 7.387198e-02 7.467106e-02 7.651334e-02
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[27,] 1.394901e-02 8.543924e-03 4.860934e-03 2.561302e-03 1.246926e-03
[28,] 1.695013e-02 1.080805e-02 6.435156e-03 3.565086e-03 1.832098e-03
[29,] 1.971791e-02 1.296143e-02 8.000263e-03 4.619586e-03 2.486765e-03
[30,] 2.228540e-02 1.497173e-02 9.489054e-03 5.655822e-03 3.159718e-03
[31,] 2.474793e-02 1.689649e-02 1.091264e-02 6.653458e-03 3.820225e-03
[32,] 2.717349e-02 1.881970e-02 1.233465e-02 7.643675e-03 4.473280e-03
[33,] 2.955008e-02 2.079136e-02 1.382432e-02 8.684956e-03 5.154731e-03
[34,] 3.175356e-02 2.278418e-02 1.541299e-02 9.829445e-03 5.912006e-03
[35,] 3.351459e-02 2.464987e-02 1.705138e-02 1.108753e-02 6.779044e-03
[36,] 3.443197e-02 2.608957e-02 1.856528e-02 1.238668e-02 7.745468e-03
[37,] 3.410585e-02 2.670529e-02 1.964895e-02 1.353941e-02 8.722509e-03
[38,] 3.236035e-02 2.616793e-02 1.995297e-02 1.426577e-02 9.530371e-03
[39,] 2.939614e-02 2.441634e-02 1.925483e-02 1.429915e-02 9.942466e-03
[40,] 2.573385e-02 2.173191e-02 1.760193e-02 1.352890e-02 9.786340e-03
[41,] 2.198053e-02 1.861787e-02 1.531036e-02 1.207679e-02 9.041580e-03
[42,] 1.858830e-02 1.557313e-02 1.281584e-02 1.024387e-02 7.860043e-03
[43,] 1.574481e-02 1.291606e-02 1.048806e-02 8.368238e-03 6.491383e-03
[44,] 1.340828e-02 1.074000e-02 8.524096e-03 6.695311e-03 5.170786e-03
[45,] 1.141711e-02 8.974189e-03 6.950483e-03 5.328644e-03 4.042583e-03
[46,] 9.604403e-03 7.481414e-03 5.689511e-03 4.256336e-03 3.148759e-03
[47,] 7.875793e-03 6.141806e-03 4.634938e-03 3.408504e-03 2.461613e-03
[48,] 6.230610e-03 4.898603e-03 3.706188e-03 2.709107e-03 1.926165e-03
[49,] 4.729447e-03 3.759138e-03 2.870398e-03 2.106789e-03 1.491680e-03
[50,] 3.439100e-03 2.762724e-03 2.133947e-03 1.582421e-03 1.126804e-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  
    78.0712       0.3326  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7jsk31226326387.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]  81.46461  82.31707  83.16954  84.02200  84.87447  85.72693  86.57940
 [8]  87.43186  88.28433  89.13679  89.98926  90.84172  91.69419  92.54665
[15]  93.39912  94.25158  95.10405  95.95651  96.80898  97.66144  98.51391
[22]  99.36637 100.21884 101.07130 101.92377 102.77623 103.62870 104.48116
[29] 105.33363 106.18609 107.03856 107.89102 108.74349 109.59595 110.44842
[36] 111.30088 112.15335 113.00581 113.85828 114.71074 115.56321 116.41567
[43] 117.26814 118.12060 118.97307 119.82553 120.67800 121.53046 122.38293
[50] 123.23539

$yords
 [1]  90.86162  91.82849  92.79537  93.76224  94.72911  95.69598  96.66286
 [8]  97.62973  98.59660  99.56347 100.53035 101.49722 102.46409 103.43096
[15] 104.39784 105.36471 106.33158 107.29846 108.26533 109.23220 110.19907
[22] 111.16595 112.13282 113.09969 114.06656 115.03344 116.00031 116.96718
[29] 117.93405 118.90093 119.86780 120.83467 121.80154 122.76842 123.73529
[36] 124.70216 125.66904 126.63591 127.60278 128.56965 129.53653 130.50340
[43] 131.47027 132.43714 133.40402 134.37089 135.33776 136.30463 137.27151
[50] 138.23838

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.218741e-02 1.481967e-02 1.664174e-02 1.731700e-02 1.675919e-02
 [2,] 1.434998e-02 1.872235e-02 2.252361e-02 2.506553e-02 2.589623e-02
 [3,] 1.507476e-02 2.112239e-02 2.725149e-02 3.246913e-02 3.584829e-02
 [4,] 1.414827e-02 2.130841e-02 2.951324e-02 3.769113e-02 4.452330e-02
 [5,] 1.189192e-02 1.926106e-02 2.866466e-02 3.928206e-02 4.970860e-02
 [6,] 8.997967e-03 1.565979e-02 2.504597e-02 3.685948e-02 5.002206e-02
 [7,] 6.215273e-03 1.155213e-02 1.980796e-02 3.128731e-02 4.555587e-02
 [8,] 4.090278e-03 7.920694e-03 1.438729e-02 2.425876e-02 3.781805e-02
 [9,] 2.885354e-03 5.406857e-03 9.983263e-03 1.758985e-02 2.905303e-02
[10,] 2.645885e-03 4.280436e-03 7.307996e-03 1.266081e-02 2.140858e-02
[11,] 3.301360e-03 4.556484e-03 6.624784e-03 1.023176e-02 1.640540e-02
[12,] 4.708135e-03 6.100881e-03 7.896258e-03 1.054188e-02 1.483177e-02
[13,] 6.623081e-03 8.640688e-03 1.086248e-02 1.344838e-02 1.686222e-02
[14,] 8.666917e-03 1.171215e-02 1.500607e-02 1.844619e-02 2.213665e-02
[15,] 1.035222e-02 1.464887e-02 1.950101e-02 2.460242e-02 2.971565e-02
[16,] 1.120834e-02 1.669628e-02 2.328510e-02 3.057072e-02 3.804597e-02
[17,] 1.095904e-02 1.724879e-02 2.532104e-02 3.483060e-02 4.514290e-02
[18,] 9.649840e-03 1.609816e-02 2.496625e-02 3.614361e-02 4.907704e-02
[19,] 7.634315e-03 1.353729e-02 2.225234e-02 3.403128e-02 4.862587e-02
[20,] 5.416285e-03 1.023515e-02 1.788565e-02 2.899484e-02 4.376772e-02
[21,] 3.441460e-03 6.946838e-03 1.294084e-02 2.230909e-02 3.570721e-02
[22,] 1.957290e-03 4.229487e-03 8.420453e-03 1.548314e-02 2.636867e-02
[23,] 9.969015e-04 2.310785e-03 4.928641e-03 9.693652e-03 1.762440e-02
[24,] 4.555832e-04 1.135110e-03 2.599913e-03 5.484756e-03 1.068015e-02
[25,] 1.875349e-04 5.033416e-04 1.241109e-03 2.816191e-03 5.891874e-03
[26,] 6.997993e-05 2.028237e-04 5.398117e-04 1.321301e-03 2.979426e-03
[27,] 2.389252e-05 7.497700e-05 2.159901e-04 5.719435e-04 1.394191e-03
[28,] 7.550598e-06 2.572268e-05 8.041462e-05 2.309498e-04 6.100921e-04
[29,] 2.234918e-06 8.282544e-06 2.815183e-05 8.783552e-05 2.518137e-04
[30,] 6.247875e-07 2.520998e-06 9.321562e-06 3.160593e-05 9.834315e-05
[31,] 1.652000e-07 7.252925e-07 2.914987e-06 1.072996e-05 3.619612e-05
[32,] 4.105493e-08 1.957796e-07 8.537257e-07 3.405587e-06 1.243393e-05
[33,] 9.480815e-09 4.900136e-08 2.313670e-07 9.983286e-07 3.938378e-06
[34,] 2.008905e-09 1.123136e-08 5.731964e-08 2.671192e-07 1.137133e-06
[35,] 3.862802e-10 2.332609e-09 1.285087e-08 6.460939e-08 2.965443e-07
[36,] 6.683882e-11 4.355121e-10 2.587896e-09 1.402747e-08 6.938147e-08
[37,] 1.034678e-11 7.270067e-11 4.657176e-10 2.720571e-09 1.449722e-08
[38,] 1.427458e-12 1.081186e-11 7.464510e-11 4.698514e-10 2.697129e-09
[39,] 1.750813e-13 1.429202e-12 1.063284e-11 7.210990e-11 4.459080e-10
[40,] 1.906195e-14 1.676847e-13 1.344240e-12 9.821996e-12 6.542893e-11
[41,] 1.840486e-15 1.744657e-14 1.506998e-13 1.186361e-12 8.513830e-12
[42,] 1.574993e-16 1.608794e-15 1.497348e-14 1.270043e-13 9.819386e-13
[43,] 1.194115e-17 1.314352e-16 1.318132e-15 1.204641e-14 1.003461e-13
[44,] 8.019295e-19 9.511469e-18 1.027843e-16 1.012138e-15 9.083969e-15
[45,] 4.769643e-20 6.096029e-19 7.098465e-18 7.531855e-17 7.283588e-16
[46,] 2.512208e-21 3.459956e-20 4.341427e-19 4.963671e-18 5.172082e-17
[47,] 1.171710e-22 1.738971e-21 2.351279e-20 2.896775e-19 3.252412e-18
[48,] 4.839078e-24 7.739193e-23 1.127617e-21 1.496987e-20 1.811110e-19
[49,] 1.769584e-25 3.049774e-24 4.788408e-23 6.850125e-22 8.930323e-21
[50,] 5.729839e-27 1.064154e-25 1.800481e-24 2.775558e-23 3.899111e-22
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.513980e-02 1.280808e-02 1.017273e-02 7.597804e-03 5.341361e-03
 [2,] 2.493160e-02 2.244845e-02 1.896239e-02 1.506178e-02 1.126664e-02
 [3,] 3.681386e-02 3.529909e-02 3.171599e-02 2.678247e-02 2.130269e-02
 [4,] 4.882354e-02 4.989484e-02 4.770447e-02 4.282368e-02 3.619885e-02
 [5,] 5.827879e-02 6.354456e-02 6.469762e-02 6.175432e-02 5.545828e-02
 [6,] 6.278166e-02 7.312857e-02 7.936869e-02 8.060089e-02 7.690105e-02
 [7,] 6.126781e-02 7.633126e-02 8.841714e-02 9.561707e-02 9.696023e-02
 [8,] 5.448213e-02 7.264237e-02 8.989325e-02 1.036283e-01 1.117665e-01
 [9,] 4.461961e-02 6.355375e-02 8.399997e-02 1.032772e-01 1.185517e-01
[10,] 3.442239e-02 5.190244e-02 7.296176e-02 9.552012e-02 1.166625e-01
[11,] 2.630345e-02 4.083318e-02 6.014289e-02 8.320085e-02 1.077256e-01
[12,] 2.188922e-02 3.295944e-02 4.898465e-02 7.006303e-02 9.502876e-02
[13,] 2.196475e-02 2.997938e-02 4.224614e-02 5.975057e-02 8.255158e-02
[14,] 2.654523e-02 3.260089e-02 4.163828e-02 5.510869e-02 7.405991e-02
[15,] 3.486102e-02 4.050081e-02 4.763883e-02 5.773879e-02 7.238729e-02
[16,] 4.529583e-02 5.223483e-02 5.931822e-02 6.763859e-02 7.881125e-02
[17,] 5.549904e-02 6.527612e-02 7.427634e-02 8.296035e-02 9.253117e-02
[18,] 6.285113e-02 7.642346e-02 8.895754e-02 1.001612e-01 1.105305e-01
[19,] 6.523163e-02 8.262506e-02 9.947970e-02 1.147735e-01 1.281665e-01
[20,] 6.178317e-02 8.196498e-02 1.027873e-01 1.226763e-01 1.404868e-01
[21,] 5.326213e-02 7.436335e-02 9.767189e-02 1.213995e-01 1.437940e-01
[22,] 4.172933e-02 6.159603e-02 8.517529e-02 1.109012e-01 1.367870e-01
[23,] 2.970542e-02 4.656423e-02 6.813496e-02 9.346629e-02 1.208152e-01
[24,] 1.924353e-02 3.217193e-02 5.006149e-02 7.276246e-02 9.919731e-02
[25,] 1.138972e-02 2.039234e-02 3.390358e-02 5.249395e-02 7.594632e-02
[26,] 6.200741e-03 1.193474e-02 2.129062e-02 3.528577e-02 5.447481e-02
[27,] 3.133536e-03 6.504840e-03 1.249460e-02 2.225049e-02 3.681393e-02
[28,] 1.484386e-03 3.331161e-03 6.905705e-03 1.324630e-02 2.355179e-02
[29,] 6.640540e-04 1.612721e-03 3.611685e-03 7.469111e-03 1.428594e-02
[30,] 2.810568e-04 7.385003e-04 1.786084e-03 3.981042e-03 8.189426e-03
[31,] 1.119802e-04 3.179862e-04 8.296579e-04 1.991223e-03 4.402054e-03
[32,] 4.157555e-05 1.274124e-04 3.582010e-04 9.248180e-04 2.195616e-03
[33,] 1.421259e-05 4.695064e-05 1.420977e-04 3.944125e-04 1.005212e-03
[34,] 4.424245e-06 1.574210e-05 5.126455e-05 1.529362e-04 4.184401e-04
[35,] 1.243117e-06 4.762265e-06 1.668402e-05 5.349943e-05 1.571863e-04
[36,] 3.132707e-07 1.291924e-06 4.869405e-06 1.678734e-05 5.298779e-05
[37,] 7.049560e-08 3.129692e-07 1.269292e-06 4.706081e-06 1.596558e-05
[38,] 1.412464e-08 6.751195e-08 2.946795e-07 1.175382e-06 4.287745e-06
[39,] 2.515019e-09 1.294384e-08 6.081792e-08 2.610480e-07 1.024393e-06
[40,] 3.974830e-10 2.203000e-09 1.114460e-08 5.149026e-08 2.174267e-07
[41,] 5.571347e-11 3.325689e-10 1.811691e-09 9.011771e-09 4.095995e-08
[42,] 6.922090e-12 4.450701e-11 2.611217e-10 1.398656e-09 6.844132e-09
[43,] 7.620760e-13 5.278325e-12 3.335576e-11 1.924167e-10 1.013877e-09
[44,] 7.432613e-14 5.545954e-13 3.775287e-12 2.345712e-11 1.331110e-10
[45,] 6.420928e-15 5.161712e-14 3.785275e-13 2.533457e-12 1.548451e-11
[46,] 4.912693e-16 4.254965e-15 3.361661e-14 2.423773e-13 1.595725e-12
[47,] 3.328692e-17 3.106317e-16 2.644094e-15 2.053812e-14 1.456595e-13
[48,] 1.997267e-18 2.008242e-17 1.841771e-16 1.541289e-15 1.177598e-14
[49,] 1.061181e-19 1.149705e-18 1.136073e-17 1.024315e-16 8.431402e-16
[50,] 4.992574e-21 5.828359e-20 6.205483e-19 6.028281e-18 5.345973e-17
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.538427e-03 2.215759e-03 1.323514e-03 7.714613e-04 4.604378e-04
 [2,] 7.946194e-03 5.295143e-03 3.352884e-03 2.047112e-03 1.245401e-03
 [3,] 1.598496e-02 1.133512e-02 7.623812e-03 4.909133e-03 3.093061e-03
 [4,] 2.887616e-02 2.177762e-02 1.556861e-02 1.061336e-02 6.997957e-03
 [5,] 4.699459e-02 3.766213e-02 2.861136e-02 2.068633e-02 1.436420e-02
 [6,] 6.918317e-02 5.886148e-02 4.748018e-02 3.642170e-02 2.672493e-02
 [7,] 9.258455e-02 8.355570e-02 7.148781e-02 5.814774e-02 4.514664e-02
 [8,] 1.132898e-01 1.083905e-01 9.825142e-02 8.464427e-02 6.953032e-02
 [9,] 1.276125e-01 1.294094e-01 1.241687e-01 1.131472e-01 9.823106e-02
[10,] 1.333755e-01 1.433501e-01 1.455039e-01 1.400667e-01 1.283274e-01
[11,] 1.306040e-01 1.486755e-01 1.595426e-01 1.620714e-01 1.564598e-01
[12,] 1.214194e-01 1.459446e-01 1.653018e-01 1.769847e-01 1.797701e-01
[13,] 1.093633e-01 1.375539e-01 1.636532e-01 1.841868e-01 1.964891e-01
[14,] 9.853078e-02 1.271291e-01 1.570509e-01 1.846128e-01 2.061064e-01
[15,] 9.272024e-02 1.187776e-01 1.490664e-01 1.805861e-01 2.093799e-01
[16,] 9.458323e-02 1.162001e-01 1.437124e-01 1.755116e-01 2.083539e-01
[17,] 1.047767e-01 1.216169e-01 1.444047e-01 1.731791e-01 2.061725e-01
[18,] 1.214052e-01 1.347536e-01 1.526481e-01 1.764994e-01 2.062654e-01
[19,] 1.402367e-01 1.524833e-01 1.670332e-01 1.860377e-01 2.108521e-01
[20,] 1.559028e-01 1.696387e-01 1.833594e-01 1.992859e-01 2.195114e-01
[21,] 1.636740e-01 1.808312e-01 1.961647e-01 2.114839e-01 2.289911e-01
[22,] 1.609873e-01 1.823770e-01 2.009318e-01 2.177631e-01 2.347700e-01
[23,] 1.480652e-01 1.733564e-01 1.956950e-01 2.152912e-01 2.334643e-01
[24,] 1.274911e-01 1.554497e-01 1.812499e-01 2.040700e-01 2.243657e-01
[25,] 1.030797e-01 1.319109e-01 1.601890e-01 1.861413e-01 2.091159e-01
[26,] 7.858119e-02 1.063228e-01 1.356042e-01 1.641060e-01 1.900855e-01
[27,] 5.672680e-02 8.164489e-02 1.101663e-01 1.400578e-01 1.689032e-01
[28,] 3.889129e-02 5.978349e-02 8.579328e-02 1.153703e-01 1.461186e-01
[29,] 2.531504e-02 4.164262e-02 6.374074e-02 9.105602e-02 1.218722e-01
[30,] 1.557287e-02 2.742448e-02 4.482206e-02 6.816276e-02 9.676062e-02
[31,] 8.977914e-03 1.692187e-02 2.953661e-02 4.785748e-02 7.218660e-02
[32,] 4.800363e-03 9.681832e-03 1.804965e-02 3.117489e-02 5.001836e-02
[33,] 2.355738e-03 5.084867e-03 1.012865e-02 1.865982e-02 3.187596e-02
[34,] 1.051405e-03 2.430000e-03 5.175391e-03 1.017908e-02 1.853429e-02
[35,] 4.236837e-04 1.049243e-03 2.391537e-03 5.027226e-03 9.769140e-03
[36,] 1.533076e-04 4.071453e-04 9.941370e-04 2.236097e-03 4.643623e-03
[37,] 4.961432e-05 1.414131e-04 3.702553e-04 8.921329e-04 1.982420e-03
[38,] 1.431981e-05 4.383592e-05 1.231784e-04 3.182671e-04 7.576536e-04
[39,] 3.678574e-06 1.210187e-05 3.652374e-05 1.012853e-04 2.585752e-04
[40,] 8.398720e-07 2.970920e-06 9.636160e-06 2.870204e-05 7.864918e-05
[41,] 1.702536e-07 6.478326e-07 2.259372e-06 7.232683e-06 2.128805e-05
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[22,] 8.661859e-02 6.829365e-02 5.689096e-02 4.982278e-02 4.492182e-02
[23,] 1.074067e-01 7.947297e-02 6.004971e-02 4.730226e-02 3.902414e-02
[24,] 1.392800e-01 1.028361e-01 7.459377e-02 5.421289e-02 4.026449e-02
[25,] 1.779897e-01 1.364575e-01 1.007766e-01 7.230743e-02 5.103171e-02
[26,] 2.179943e-01 1.760461e-01 1.362972e-01 1.013040e-01 7.253935e-02
[27,] 2.548718e-01 2.167095e-01 1.770663e-01 1.387387e-01 1.041358e-01
[28,] 2.869309e-01 2.550065e-01 2.189181e-01 1.808658e-01 1.433416e-01
[29,] 3.148299e-01 2.898379e-01 2.591911e-01 2.241959e-01 1.868005e-01
[30,] 3.396331e-01 3.215211e-01 2.969813e-01 2.665776e-01 2.315703e-01
[31,] 3.611083e-01 3.499800e-01 3.319353e-01 3.069564e-01 2.757316e-01
[32,] 3.776734e-01 3.737614e-01 3.628074e-01 3.441278e-01 3.178192e-01
[33,] 3.876194e-01 3.906344e-01 3.871867e-01 3.758012e-01 3.557419e-01
[34,] 3.900167e-01 3.988601e-01 4.025181e-01 3.989381e-01 3.864105e-01
[35,] 3.843518e-01 3.976819e-01 4.072195e-01 4.109664e-01 4.065364e-01
[36,] 3.695642e-01 3.866877e-01 4.007916e-01 4.106229e-01 4.138215e-01
[37,] 3.439089e-01 3.650665e-01 3.830966e-01 3.977676e-01 4.074520e-01
[38,] 3.062148e-01 3.319008e-01 3.539173e-01 3.727253e-01 3.877184e-01
[39,] 2.576495e-01 2.874935e-01 3.135065e-01 3.361352e-01 3.555263e-01
[40,] 2.025054e-01 2.346156e-01 2.636978e-01 2.895582e-01 3.124844e-01
[41,] 1.472335e-01 1.785263e-01 2.085102e-01 2.361808e-01 2.614054e-01
[42,] 9.824323e-02 1.255450e-01 1.535543e-01 1.807877e-01 2.065074e-01
[43,] 5.978179e-02 8.098781e-02 1.044548e-01 1.287786e-01 1.528532e-01
[44,] 3.300548e-02 4.763027e-02 6.516597e-02 8.470443e-02 1.052005e-01
[45,] 1.646464e-02 2.540785e-02 3.705709e-02 5.108829e-02 6.683422e-02
[46,] 7.395993e-03 1.224152e-02 1.910790e-02 2.808014e-02 3.892622e-02
[47,] 2.983428e-03 5.308495e-03 8.894969e-03 1.398971e-02 2.065530e-02
[48,] 1.078264e-03 2.066032e-03 3.724744e-03 6.288982e-03 9.930580e-03
[49,] 3.485139e-04 7.199872e-04 1.398913e-03 2.541500e-03 4.305662e-03
[50,] 1.005868e-04 2.242434e-04 4.701095e-04 9.205063e-04 1.677097e-03
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.297967e-07 5.135383e-08 1.863441e-08 6.184485e-09 1.874096e-09
 [2,] 6.930478e-07 2.940544e-07 1.146375e-07 4.092408e-08 1.334897e-08
 [3,] 3.287369e-06 1.493943e-06 6.252367e-07 2.399630e-07 8.422863e-08
 [4,] 1.386341e-05 6.737892e-06 3.024245e-06 1.247073e-06 4.708516e-07
 [5,] 5.202934e-05 2.699497e-05 1.297861e-05 5.745618e-06 2.332338e-06
 [6,] 1.739732e-04 9.615248e-05 4.944355e-05 2.347614e-05 1.023940e-05
 [7,] 5.189805e-04 3.047744e-04 1.673192e-04 8.510305e-05 3.985180e-05
 [8,] 1.383280e-03 8.606730e-04 5.033682e-04 2.738555e-04 1.375490e-04
 [9,] 3.299781e-03 2.168333e-03 1.347574e-03 7.827800e-04 4.211974e-04
[10,] 7.057593e-03 4.881075e-03 3.214058e-03 1.989069e-03 1.144882e-03
[11,] 1.355958e-02 9.834795e-03 6.838946e-03 4.497582e-03 2.764189e-03
[12,] 2.344824e-02 1.777125e-02 1.300351e-02 9.060367e-03 5.932795e-03
[13,] 3.657272e-02 2.886045e-02 2.213510e-02 1.628448e-02 1.133109e-02
[14,] 5.157143e-02 4.222420e-02 3.380602e-02 2.615849e-02 1.928161e-02
[15,] 6.593588e-02 5.580909e-02 4.644130e-02 3.763275e-02 2.927784e-02
[16,] 7.673105e-02 6.687058e-02 5.756438e-02 4.861173e-02 3.974557e-02
[17,] 8.171006e-02 7.296731e-02 6.463175e-02 5.656349e-02 4.835579e-02
[18,] 8.019904e-02 7.295650e-02 6.607600e-02 5.953693e-02 5.289361e-02
[19,] 7.321598e-02 6.739258e-02 6.194665e-02 5.701487e-02 5.224408e-02
[20,] 6.283517e-02 5.811331e-02 5.376174e-02 5.007173e-02 4.688107e-02
[21,] 5.135456e-02 4.737269e-02 4.372247e-02 4.076884e-02 3.855389e-02
[22,] 4.086324e-02 3.715594e-02 3.386144e-02 3.123523e-02 2.942336e-02
[23,] 3.334197e-02 2.906174e-02 2.565599e-02 2.303090e-02 2.123642e-02
[24,] 3.093854e-02 2.462703e-02 2.021718e-02 1.709962e-02 1.500382e-02
[25,] 3.595163e-02 2.564613e-02 1.874268e-02 1.417589e-02 1.123488e-02
[26,] 5.032448e-02 3.409179e-02 2.278967e-02 1.525207e-02 1.043800e-02
[27,] 7.485528e-02 5.155783e-02 3.409013e-02 2.173862e-02 1.350868e-02
[28,] 1.086438e-01 7.851261e-02 5.394387e-02 3.516582e-02 2.175062e-02
[29,] 1.492795e-01 1.138874e-01 8.254223e-02 5.656093e-02 3.649231e-02
[30,] 1.937800e-01 1.553900e-01 1.187131e-01 8.588490e-02 5.850305e-02
[31,] 2.395869e-01 2.003651e-01 1.603188e-01 1.219326e-01 8.757575e-02
[32,] 2.847606e-01 2.464643e-01 2.049645e-01 1.627454e-01 1.225453e-01
[33,] 3.272651e-01 2.915200e-01 2.503363e-01 2.060947e-01 1.616247e-01
[34,] 3.642252e-01 3.328813e-01 2.938992e-01 2.495423e-01 2.026340e-01
[35,] 3.921079e-01 3.671343e-01 3.324841e-01 2.901537e-01 2.429071e-01
[36,] 4.077765e-01 3.907377e-01 3.625140e-01 3.244926e-01 2.792227e-01
[37,] 4.094451e-01 4.010720e-01 3.808860e-01 3.492664e-01 3.082508e-01
[38,] 3.967946e-01 3.969752e-01 3.857268e-01 3.621517e-01 3.273875e-01
[39,] 3.705257e-01 3.785292e-01 3.764186e-01 3.620264e-01 3.352116e-01
[40,] 3.321353e-01 3.467276e-01 3.532250e-01 3.485558e-01 3.311202e-01
[41,] 2.841847e-01 3.036038e-01 3.172893e-01 3.219372e-01 3.147265e-01
[42,] 2.305624e-01 2.525960e-01 2.711463e-01 2.834040e-01 2.860214e-01
[43,] 1.761538e-01 1.984493e-01 2.190329e-01 2.360256e-01 2.464134e-01
[44,] 1.258776e-01 1.463584e-01 1.663075e-01 1.847467e-01 1.995757e-01
[45,] 8.356157e-02 1.007523e-01 1.181213e-01 1.352438e-01 1.509932e-01
[46,] 5.118168e-02 6.435989e-02 7.813018e-02 9.226373e-02 1.062883e-01
[47,] 2.873278e-02 3.791484e-02 4.789611e-02 5.847352e-02 6.945663e-02
[48,] 1.469174e-02 2.046751e-02 2.706462e-02 3.430274e-02 4.206152e-02
[49,] 6.803986e-03 1.006198e-02 1.401271e-02 1.854123e-02 2.354843e-02
[50,] 2.840312e-03 4.479195e-03 6.607202e-03 9.183332e-03 1.214364e-02
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 5.179874e-10 1.304976e-10 2.995488e-11 6.263378e-12 1.192780e-12
 [2,] 3.973299e-09 1.078276e-09 2.666636e-10 6.007836e-11 1.232851e-11
 [3,] 2.699333e-08 7.890057e-09 2.102093e-09 5.102709e-10 1.128295e-10
 [4,] 1.624313e-07 5.112983e-08 1.467388e-08 3.837642e-09 9.143258e-10
 [5,] 8.658317e-07 2.934526e-07 9.071049e-08 2.555745e-08 6.560700e-09
 [6,] 4.088887e-06 1.491785e-06 4.966057e-07 1.507210e-07 4.168492e-08
 [7,] 1.711022e-05 6.717732e-06 2.407876e-06 7.871346e-07 2.345293e-07
 [8,] 6.345642e-05 2.680050e-05 1.034090e-05 3.640527e-06 1.168469e-06
 [9,] 2.086311e-04 9.474084e-05 3.933942e-05 1.491233e-05 5.155318e-06
[10,] 6.082895e-04 2.968214e-04 1.325859e-04 5.410363e-05 2.014336e-05
[11,] 1.573444e-03 8.243854e-04 3.959464e-04 1.738799e-04 6.970636e-05
[12,] 3.612691e-03 2.030421e-03 1.047934e-03 4.950725e-04 2.136536e-04
[13,] 7.367767e-03 4.436541e-03 2.458684e-03 1.248975e-03 5.800792e-04
[14,] 1.335754e-02 8.604711e-03 5.115482e-03 2.792495e-03 1.395268e-03
[15,] 2.155043e-02 1.482363e-02 9.442112e-03 5.534751e-03 2.973649e-03
[16,] 3.098115e-02 2.270248e-02 1.546985e-02 9.727824e-03 5.616584e-03
[17,] 3.975459e-02 3.094395e-02 2.251344e-02 1.516816e-02 9.404147e-03
[18,] 4.563450e-02 3.759219e-02 2.912975e-02 2.099402e-02 1.396303e-02
[19,] 4.700351e-02 4.078483e-02 3.355121e-02 2.581252e-02 1.839286e-02
[20,] 4.362677e-02 3.962640e-02 3.445888e-02 2.822177e-02 2.150764e-02
[21,] 3.671698e-02 3.461925e-02 3.163673e-02 2.747837e-02 2.234486e-02
[22,] 2.828284e-02 2.736393e-02 2.606203e-02 2.387763e-02 2.065072e-02
[23,] 2.023148e-02 1.976255e-02 1.938006e-02 1.858079e-02 1.700896e-02
[24,] 1.378745e-02 1.326836e-02 1.314546e-02 1.302373e-02 1.252403e-02
[25,] 9.476968e-03 8.596351e-03 8.312918e-03 8.318394e-03 8.291908e-03
[26,] 7.530258e-03 5.930237e-03 5.199103e-03 4.990238e-03 5.006122e-03
[27,] 8.360919e-03 5.370329e-03 3.799962e-03 3.103431e-03 2.887149e-03
[28,] 1.282366e-02 7.316091e-03 4.191109e-03 2.589184e-03 1.877387e-03
[29,] 2.211033e-02 1.258732e-02 6.785039e-03 3.550091e-03 1.917227e-03
[30,] 3.733469e-02 2.223798e-02 1.234306e-02 6.401636e-03 3.145166e-03
[31,] 5.904007e-02 3.716700e-02 2.175987e-02 1.181788e-02 5.954581e-03
[32,] 8.692912e-02 5.774632e-02 3.574285e-02 2.053191e-02 1.091486e-02
[33,] 1.199279e-01 8.365950e-02 5.455439e-02 3.309872e-02 1.861344e-02
[34,] 1.563692e-01 1.139293e-01 7.789706e-02 4.971732e-02 2.949145e-02
[35,] 1.940081e-01 1.469245e-01 1.048492e-01 7.010427e-02 4.370128e-02
[36,] 2.299538e-01 1.802773e-01 1.337415e-01 9.333330e-02 6.093965e-02
[37,] 2.609557e-01 2.110095e-01 1.621247e-01 1.176802e-01 8.023750e-02
[38,] 2.841915e-01 2.361808e-01 1.871766e-01 1.407561e-01 9.987605e-02
[39,] 2.979778e-01 2.537771e-01 2.065785e-01 1.601636e-01 1.177214e-01
[40,] 3.016531e-01 2.630140e-01 2.192186e-01 1.743769e-01 1.319956e-01
[41,] 2.947596e-01 2.636438e-01 2.249559e-01 1.830521e-01 1.419438e-01
[42,] 2.766075e-01 2.550034e-01 2.235577e-01 1.863155e-01 1.476957e-01
[43,] 2.470384e-01 2.360568e-01 2.139793e-01 1.836611e-01 1.493040e-01
[44,] 2.078279e-01 2.067297e-01 1.950188e-01 1.737199e-01 1.459054e-01
[45,] 1.632594e-01 1.693423e-01 1.669743e-01 1.554292e-01 1.360408e-01
[46,] 1.190604e-01 1.286411e-01 1.327465e-01 1.296531e-01 1.190667e-01
[47,] 8.037593e-02 9.018085e-02 9.722563e-02 9.970896e-02 9.641659e-02
[48,] 5.018257e-02 5.824160e-02 6.535228e-02 7.021595e-02 7.150569e-02
[49,] 2.896539e-02 3.466397e-02 4.029168e-02 4.515574e-02 4.829987e-02
[50,] 1.543846e-02 1.902946e-02 2.281738e-02 2.653078e-02 2.966522e-02
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 2.068629e-13 3.267019e-14 4.698424e-15 6.152831e-16 7.336930e-17
 [2,] 2.304041e-12 3.921271e-13 6.077169e-14 8.576338e-15 1.102101e-15
 [3,] 2.272231e-11 4.167279e-12 6.959826e-13 1.058462e-13 1.465797e-14
 [4,] 1.984141e-10 3.921304e-11 7.057393e-12 1.156632e-12 1.726124e-13
 [5,] 1.534094e-09 3.267090e-10 6.336342e-11 1.119080e-11 1.799758e-12
 [6,] 1.050260e-08 2.410172e-09 5.037140e-10 9.586825e-11 1.661507e-11
 [7,] 6.366674e-08 1.574328e-08 3.545543e-09 7.271730e-10 1.358116e-10
 [8,] 3.417492e-07 9.105569e-08 2.209723e-08 4.883730e-09 9.829228e-10
 [9,] 1.624392e-06 4.663262e-07 1.219418e-07 2.904148e-08 6.298701e-09
[10,] 6.837152e-06 2.114709e-06 5.958429e-07 1.529120e-07 3.573826e-08
[11,] 2.548451e-05 8.491793e-06 2.577990e-06 7.128928e-07 1.795431e-07
[12,] 8.412289e-05 3.019591e-05 9.876620e-06 2.942868e-06 7.986561e-07
[13,] 2.459316e-04 9.508507e-05 3.350599e-05 1.075690e-05 3.145648e-06
[14,] 6.368095e-04 2.651624e-04 1.006551e-04 3.481612e-05 1.097044e-05
[15,] 1.460634e-03 6.548955e-04 2.677708e-04 9.978380e-05 3.387718e-05
[16,] 2.967999e-03 1.432601e-03 6.308481e-04 2.532433e-04 9.263326e-05
[17,] 5.343741e-03 2.775958e-03 1.316271e-03 5.691531e-04 2.242912e-04
[18,] 8.526596e-03 4.765286e-03 2.432525e-03 1.132799e-03 4.809002e-04
[19,] 1.206068e-02 7.248084e-03 3.982009e-03 1.996801e-03 9.130825e-04
[20,] 1.512828e-02 9.770291e-03 5.774772e-03 3.117501e-03 1.535313e-03
[21,] 1.683611e-02 1.167522e-02 7.420393e-03 4.311328e-03 2.286339e-03
[22,] 1.663516e-02 1.237275e-02 8.450373e-03 5.282075e-03 3.015604e-03
[23,] 1.460792e-02 1.163464e-02 8.531334e-03 5.734077e-03 3.523239e-03
[24,] 1.141892e-02 9.716130e-03 7.639182e-03 5.516910e-03 3.646735e-03
[25,] 7.968411e-03 7.216001e-03 6.071184e-03 4.706108e-03 3.344619e-03
[26,] 4.995014e-03 4.779352e-03 4.287950e-03 3.561443e-03 2.718957e-03
[27,] 2.867256e-03 2.844497e-03 2.699537e-03 2.394062e-03 1.960258e-03
[28,] 1.627823e-03 1.567241e-03 1.531237e-03 1.435018e-03 1.255166e-03
[29,] 1.187787e-03 9.112511e-04 8.228621e-04 7.802791e-04 7.178655e-04
[30,] 1.525739e-03 8.035432e-04 5.198379e-04 4.202024e-04 3.778373e-04
[31,] 2.801464e-03 1.260384e-03 5.798183e-04 3.102241e-04 2.130125e-04
[32,] 5.363531e-03 2.442145e-03 1.043123e-03 4.351749e-04 1.961195e-04
[33,] 9.675078e-03 4.640448e-03 2.054436e-03 8.444053e-04 3.293513e-04
[34,] 1.620223e-02 8.222109e-03 3.846953e-03 1.658432e-03 6.602553e-04
[35,] 2.529668e-02 1.355389e-02 6.705315e-03 3.057260e-03 1.283350e-03
[36,] 3.705566e-02 2.090627e-02 1.091159e-02 5.256512e-03 2.333213e-03
[37,] 5.112292e-02 3.030497e-02 1.665485e-02 8.462572e-03 3.967183e-03
[38,] 6.649781e-02 4.133377e-02 2.388366e-02 1.278538e-02 6.324114e-03
[39,] 8.158475e-02 5.301969e-02 3.214816e-02 1.810998e-02 9.445983e-03
[40,] 9.467628e-02 6.401562e-02 4.058275e-02 2.400007e-02 1.318314e-02
[41,] 1.046667e-01 7.312433e-02 4.817050e-02 2.976231e-02 1.715944e-02
[42,] 1.113846e-01 7.982090e-02 5.419987e-02 3.472199e-02 2.088032e-02
[43,] 1.151066e-01 8.425313e-02 5.854375e-02 3.854551e-02 2.396238e-02
[44,] 1.156186e-01 8.659997e-02 6.142900e-02 4.130555e-02 2.630963e-02
[45,] 1.118128e-01 8.636810e-02 6.283167e-02 4.315741e-02 2.804220e-02
[46,] 1.024214e-01 8.242053e-02 6.209542e-02 4.389403e-02 2.919443e-02
[47,] 8.735486e-02 7.388341e-02 5.825867e-02 4.285331e-02 2.946389e-02
[48,] 6.843285e-02 6.117553e-02 5.090176e-02 3.936552e-02 2.830563e-02
[49,] 4.881067e-02 4.622042e-02 4.077432e-02 3.339393e-02 2.535228e-02
[50,] 3.156223e-02 3.163462e-02 2.963342e-02 2.580023e-02 2.080786e-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  
    34.7789       0.7789  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/187gg1226326387.ps tmp/187gg1226326387.png")
> system("convert tmp/20ni11226326387.ps tmp/20ni11226326387.png")
> system("convert tmp/3vfaz1226326387.ps tmp/3vfaz1226326387.png")
> system("convert tmp/4a6o81226326387.ps tmp/4a6o81226326387.png")
> system("convert tmp/5pwr71226326387.ps tmp/5pwr71226326387.png")
> system("convert tmp/641zr1226326387.ps tmp/641zr1226326387.png")
> system("convert tmp/7jsk31226326387.ps tmp/7jsk31226326387.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.261   1.356   4.593