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

R is free software and comes with ABSOLUTELY NO WARRANTY.
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Type 'license()' or 'licence()' for distribution details.

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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
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Type 'q()' to quit R.

> z <- c(119.3,130.4,126,125.4,130.5,115.9,108.7,124,119.4,118.6,131.3,111.1,124.8,132.3,126.7,131.7,130.9,122.1,113.2,133.6,119.2,129.4,131.4,117.1,130.5,132.3,140.8,137.5,128.6,126.7,120.8,139.3,128.6,131.3,136.3,128.8,133.2,136.3,151.1,145,134.4,135.7,128.7,129.2,138.6,132.7,132.5,137.3,127.1,143.7,149.9,131.6,138.8,122.5,122,135.6,133.4,127.3,138.9,131.4,131.6)
> y <- c(96.8,114.1,110.3,103.9,101.6,94.6,95.9,104.7,102.8,98.1,113.9,80.9,95.7,113.2,105.9,108.8,102.3,99,100.7,115.5,100.7,109.9,114.6,85.4,100.5,114.8,116.5,112.9,102,106,105.3,118.8,106.1,109.3,117.2,92.5,104.2,112.5,122.4,113.3,100,110.7,112.8,109.8,117.3,109.1,115.9,96,99.8,116.8,115.7,99.4,94.3,91,93.2,103.1,94.1,91.8,102.7,82.6,89.1)
> x <- c(92.9,107.7,103.5,91.1,79.8,71.9,82.9,90.1,100.7,90.7,108.8,44.1,93.6,107.4,96.5,93.6,76.5,76.7,84,103.3,88.5,99,105.9,44.7,94,107.1,104.8,102.5,77.7,85.2,91.3,106.5,92.4,97.5,107,51.1,98.6,102.2,114.3,99.4,72.5,92.3,99.4,85.9,109.4,97.6,104.7,56.9,86.7,108.5,103.4,86.2,71,75.9,87.1,102,88.5,87.8,100.8,50.6,85.9)
> par7 = 'Voeding&Drank'
> par6 = 'TIP'
> par5 = 'Bouwnijverheid'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.23 loaded
Copyright M. P. Wand 1997-2009

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


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/1ahdn1258123964.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/2hp2j1258123964.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/3ojxq1258123964.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/43d3d1258123964.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/580yu1258123964.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  
     59.356        0.498  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6azhs1258123964.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]  75.08451  76.16882  77.25313  78.33743  79.42174  80.50604  81.59035
 [8]  82.67465  83.75896  84.84326  85.92757  87.01188  88.09618  89.18049
[15]  90.26479  91.34910  92.43340  93.51771  94.60201  95.68632  96.77063
[22]  97.85493  98.93924 100.02354 101.10785 102.19215 103.27646 104.36076
[29] 105.44507 106.52937 107.61368 108.69799 109.78229 110.86660 111.95090
[36] 113.03521 114.11951 115.20382 116.28812 117.37243 118.45674 119.54104
[43] 120.62535 121.70965 122.79396 123.87826 124.96257 126.04687 127.13118
[50] 128.21549

$yords
 [1] 104.4342 105.4736 106.5130 107.5524 108.5919 109.6313 110.6707 111.7101
 [9] 112.7495 113.7890 114.8284 115.8678 116.9072 117.9467 118.9861 120.0255
[17] 121.0649 122.1043 123.1438 124.1832 125.2226 126.2620 127.3014 128.3409
[25] 129.3803 130.4197 131.4591 132.4986 133.5380 134.5774 135.6168 136.6562
[33] 137.6957 138.7351 139.7745 140.8139 141.8533 142.8928 143.9322 144.9716
[41] 146.0110 147.0505 148.0899 149.1293 150.1687 151.2081 152.2476 153.2870
[49] 154.3264 155.3658

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.881679e-03 5.926482e-03 9.905128e-03 1.347316e-02 1.496320e-02
 [2,] 2.824926e-03 6.393142e-03 1.175745e-02 1.759576e-02 2.149503e-02
 [3,] 2.451142e-03 6.103988e-03 1.235212e-02 2.033858e-02 2.732945e-02
 [4,] 1.883128e-03 5.159035e-03 1.148671e-02 2.080875e-02 3.075620e-02
 [5,] 1.283098e-03 3.862285e-03 9.458785e-03 1.884956e-02 3.064321e-02
 [6,] 7.824128e-04 2.567646e-03 6.905397e-03 1.513030e-02 2.704651e-02
 [7,] 4.496664e-04 1.534106e-03 4.489147e-03 1.079001e-02 2.118853e-02
 [8,] 3.097549e-04 8.762004e-04 2.645484e-03 6.895281e-03 1.482014e-02
 [9,] 3.953491e-04 6.185759e-04 1.527110e-03 4.067515e-03 9.421567e-03
[10,] 7.993600e-04 8.038908e-04 1.129207e-03 2.453403e-03 5.737862e-03
[11,] 1.694266e-03 1.587830e-03 1.485690e-03 1.963108e-03 3.822338e-03
[12,] 3.283903e-03 3.259497e-03 2.819237e-03 2.582055e-03 3.420366e-03
[13,] 5.671409e-03 6.134501e-03 5.550657e-03 4.580486e-03 4.408525e-03
[14,] 8.685206e-03 1.031140e-02 1.010128e-02 8.496947e-03 7.061996e-03
[15,] 1.178099e-02 1.538924e-02 1.650439e-02 1.482700e-02 1.200476e-02
[16,] 1.415012e-02 2.035863e-02 2.400918e-02 2.347897e-02 1.978094e-02
[17,] 1.504788e-02 2.385952e-02 3.100458e-02 3.328583e-02 3.016792e-02
[18,] 1.416843e-02 2.476684e-02 3.550132e-02 4.201075e-02 4.162711e-02
[19,] 1.181164e-02 2.276972e-02 3.602836e-02 4.709254e-02 5.141478e-02
[20,] 8.718858e-03 1.854112e-02 3.240202e-02 4.683993e-02 5.656909e-02
[21,] 5.698938e-03 1.337317e-02 2.582473e-02 4.132450e-02 5.532772e-02
[22,] 3.298690e-03 8.544601e-03 1.824210e-02 3.233738e-02 4.806360e-02
[23,] 1.690964e-03 4.836743e-03 1.142204e-02 2.244623e-02 3.707507e-02
[24,] 7.677294e-04 2.425877e-03 6.340261e-03 1.382245e-02 2.539392e-02
[25,] 3.087471e-04 1.078189e-03 3.120584e-03 7.552737e-03 1.544528e-02
[26,] 1.099922e-04 4.247090e-04 1.362089e-03 3.662528e-03 8.343187e-03
[27,] 3.471627e-05 1.482940e-04 5.273460e-04 1.576506e-03 4.003080e-03
[28,] 9.708879e-06 4.590509e-05 1.811291e-04 6.024601e-04 1.706214e-03
[29,] 2.406173e-06 1.260018e-05 5.520355e-05 2.044348e-04 6.460902e-04
[30,] 5.285278e-07 3.067248e-06 1.493192e-05 6.160922e-05 2.173726e-04
[31,] 1.029103e-07 6.623049e-07 3.585230e-06 1.649165e-05 6.498138e-05
[32,] 1.776514e-08 1.268778e-07 7.642765e-07 3.921601e-06 1.726043e-05
[33,] 2.719399e-09 2.156833e-08 1.446745e-07 8.284887e-07 4.073672e-06
[34,] 3.691896e-10 3.254123e-09 2.432266e-08 1.555124e-07 8.542254e-07
[35,] 4.446098e-11 4.358333e-10 3.632189e-09 2.593679e-08 1.591392e-07
[36,] 4.750567e-12 5.182694e-11 4.818555e-10 3.843660e-09 2.633634e-08
[37,] 4.504333e-13 5.472833e-12 5.679307e-11 5.061054e-10 3.871250e-09
[38,] 3.790710e-14 5.132871e-13 5.947499e-12 5.920833e-11 5.053601e-10
[39,] 2.832009e-15 4.276193e-14 5.534103e-13 6.153663e-12 5.857763e-11
[40,] 1.878599e-16 3.164867e-15 4.575493e-14 5.681309e-13 6.027928e-12
[41,] 1.106646e-17 2.081084e-16 3.361174e-15 4.658718e-14 5.505866e-13
[42,] 5.790131e-19 1.215877e-17 2.193739e-16 3.392544e-15 4.462979e-14
[43,] 2.691091e-20 6.311965e-19 1.271975e-17 2.193558e-16 3.209802e-15
[44,] 1.111159e-21 2.911486e-20 6.551252e-19 1.259104e-17 2.047884e-16
[45,] 4.076323e-23 1.193232e-21 2.996828e-20 6.414742e-19 1.158837e-17
[46,] 1.328704e-24 4.344776e-23 1.217376e-21 2.900150e-20 5.815038e-19
[47,] 3.848276e-26 1.405410e-24 4.390754e-23 1.163325e-21 2.587142e-20
[48,] 9.903180e-28 4.038092e-26 1.405796e-24 4.139375e-23 1.020354e-21
[49,] 2.264333e-29 1.030458e-27 3.994816e-26 1.306307e-24 3.566827e-23
[50,] 4.599720e-31 2.335041e-29 1.007339e-27 3.655534e-26 1.104961e-24
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.366321e-02 1.040709e-02 6.795374e-03 3.969682e-03 2.171660e-03
 [2,] 2.157770e-02 1.804870e-02 1.291687e-02 8.249023e-03 4.924133e-03
 [3,] 3.016149e-02 2.770723e-02 2.173676e-02 1.517832e-02 9.887984e-03
 [4,] 3.731802e-02 3.765203e-02 3.238467e-02 2.473066e-02 1.758552e-02
 [5,] 4.087647e-02 4.529882e-02 4.272042e-02 3.568452e-02 2.770292e-02
 [6,] 3.965818e-02 4.826780e-02 4.991320e-02 4.561064e-02 3.866593e-02
 [7,] 3.413086e-02 4.560465e-02 5.169812e-02 5.167763e-02 4.784339e-02
 [8,] 2.617388e-02 3.834123e-02 4.759835e-02 5.200908e-02 5.256249e-02
 [9,] 1.812409e-02 2.898154e-02 3.926866e-02 4.677303e-02 5.149255e-02
[10,] 1.176072e-02 2.027610e-02 2.969845e-02 3.823914e-02 4.552594e-02
[11,] 7.814544e-03 1.409101e-02 2.181529e-02 2.973925e-02 3.753286e-02
[12,] 6.123786e-03 1.096024e-02 1.734318e-02 2.419336e-02 3.112214e-02
[13,] 6.170819e-03 1.036321e-02 1.643200e-02 2.301052e-02 2.912848e-02
[14,] 7.646761e-03 1.139988e-02 1.803616e-02 2.578292e-02 3.254451e-02
[15,] 1.078112e-02 1.348534e-02 2.072038e-02 3.074532e-02 4.024767e-02
[16,] 1.626728e-02 1.676707e-02 2.352081e-02 3.574374e-02 4.955408e-02
[17,] 2.472653e-02 2.204533e-02 2.649628e-02 3.933389e-02 5.742377e-02
[18,] 3.589291e-02 3.012925e-02 3.065200e-02 4.150842e-02 6.186742e-02
[19,] 4.801452e-02 4.088076e-02 3.715282e-02 4.359613e-02 6.284691e-02
[20,] 5.805164e-02 5.254628e-02 4.618239e-02 4.726764e-02 6.208178e-02
[21,] 6.283887e-02 6.200299e-02 5.617800e-02 5.317134e-02 6.179324e-02
[22,] 6.063685e-02 6.603297e-02 6.410617e-02 6.008209e-02 6.313986e-02
[23,] 5.206131e-02 6.295000e-02 6.681988e-02 6.522803e-02 6.535525e-02
[24,] 3.973897e-02 5.351040e-02 6.272528e-02 6.571326e-02 6.616445e-02
[25,] 2.695896e-02 4.048589e-02 5.265873e-02 6.016099e-02 6.321107e-02
[26,] 1.625264e-02 2.724026e-02 3.939992e-02 4.949350e-02 5.554511e-02
[27,] 8.706854e-03 1.629137e-02 2.622739e-02 3.637679e-02 4.420084e-02
[28,] 4.144806e-03 8.657949e-03 1.551775e-02 2.381260e-02 3.157287e-02
[29,] 1.753227e-03 4.087773e-03 8.155586e-03 1.385957e-02 2.014335e-02
[30,] 6.589308e-04 1.714298e-03 3.805854e-03 7.164814e-03 1.144525e-02
[31,] 2.200267e-04 6.384539e-04 1.576438e-03 3.287606e-03 5.781325e-03
[32,] 6.526789e-05 2.111212e-04 5.794403e-04 1.338345e-03 2.593261e-03
[33,] 1.719720e-05 6.197367e-05 1.889476e-04 4.831854e-04 1.032165e-03
[34,] 4.024264e-06 1.614616e-05 5.464853e-05 1.546660e-04 3.643360e-04
[35,] 8.362072e-07 3.732758e-06 1.401620e-05 4.388428e-05 1.140072e-04
[36,] 1.542636e-07 7.656036e-07 3.187246e-06 1.103500e-05 3.161624e-05
[37,] 2.526121e-08 1.392859e-07 6.424779e-07 2.458734e-06 7.768458e-06
[38,] 3.671156e-09 2.247288e-08 1.147860e-07 4.853604e-07 1.690934e-06
[39,] 4.733964e-10 3.214995e-09 1.817368e-08 8.487420e-08 3.260026e-07
[40,] 5.415493e-11 4.077550e-10 2.549546e-09 1.314615e-08 5.566301e-08
[41,] 5.494869e-12 4.583992e-11 3.168785e-10 1.803384e-09 8.416238e-09
[42,] 4.944321e-13 4.567224e-12 3.488887e-11 2.190839e-10 1.126786e-09
[43,] 3.944634e-14 4.032378e-13 3.402498e-12 2.356836e-11 1.335685e-10
[44,] 2.789896e-15 3.154410e-14 2.938928e-13 2.245013e-12 1.401789e-11
[45,] 1.748958e-16 2.186093e-15 2.248126e-14 1.893433e-13 1.302423e-12
[46,] 9.716746e-18 1.342054e-16 1.522874e-15 1.413849e-14 1.071265e-13
[47,] 4.783567e-19 7.297563e-18 9.134573e-17 9.346668e-16 7.800087e-15
[48,] 2.086485e-20 3.514403e-19 4.851377e-18 5.470045e-17 5.027398e-16
[49,] 8.062431e-22 1.498858e-20 2.281263e-19 2.833960e-18 2.868273e-17
[50,] 2.759649e-23 5.660690e-22 9.497165e-21 1.299712e-19 1.448493e-18
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.133079e-03 5.507044e-04 2.397837e-04 9.263376e-05 3.644688e-05
 [2,] 2.805266e-03 1.492921e-03 7.134401e-04 3.007532e-04 1.193186e-04
 [3,] 6.151352e-03 3.585340e-03 1.882027e-03 8.702585e-04 3.679018e-04
 [4,] 1.194821e-02 7.629209e-03 4.402187e-03 2.238818e-03 1.026865e-03
 [5,] 2.056146e-02 1.438830e-02 9.133508e-03 5.119084e-03 2.568323e-03
 [6,] 3.135900e-02 2.406099e-02 1.681848e-02 1.040802e-02 5.742306e-03
 [7,] 4.241179e-02 3.570294e-02 2.751132e-02 1.883531e-02 1.147633e-02
 [8,] 5.093062e-02 4.706826e-02 4.003433e-02 3.038727e-02 2.052518e-02
 [9,] 5.447076e-02 5.526543e-02 5.194874e-02 4.381042e-02 3.291961e-02
[10,] 5.229849e-02 5.810616e-02 6.036357e-02 5.665882e-02 4.750249e-02
[11,] 4.603947e-02 5.541644e-02 6.333894e-02 6.613729e-02 6.196602e-02
[12,] 3.915013e-02 4.946550e-02 6.110371e-02 7.044878e-02 7.360292e-02
[13,] 3.550870e-02 4.421144e-02 5.632610e-02 6.991539e-02 8.052589e-02
[14,] 3.785519e-02 4.376472e-02 5.325042e-02 6.721721e-02 8.275210e-02
[15,] 4.671138e-02 5.076510e-02 5.610979e-02 6.658632e-02 8.257683e-02
[16,] 6.012289e-02 6.524912e-02 6.743469e-02 7.225620e-02 8.397838e-02
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[32,] 1.416400e-03 5.215470e-04 1.570295e-04 3.850842e-05 7.677634e-06
[33,] 3.323929e-03 1.343823e-03 4.447353e-04 1.199490e-04 2.630962e-05
[34,] 6.923825e-03 3.069954e-03 1.116035e-03 3.309184e-04 7.983171e-05
[35,] 1.281236e-02 6.221893e-03 2.482527e-03 8.088282e-04 2.145356e-04
[36,] 2.110832e-02 1.120471e-02 4.900457e-03 1.752858e-03 5.108914e-04
[37,] 3.108798e-02 1.798317e-02 8.602843e-03 3.373331e-03 1.079283e-03
[38,] 4.122279e-02 2.586159e-02 1.348419e-02 5.781388e-03 2.026780e-03
[39,] 4.979423e-02 3.363452e-02 1.900331e-02 8.869782e-03 3.396052e-03
[40,] 5.575997e-02 4.015030e-02 2.436578e-02 1.229206e-02 5.111666e-03
[41,] 5.917416e-02 4.491695e-02 2.894131e-02 1.561541e-02 6.991171e-03
[42,] 6.073024e-02 4.819943e-02 3.259449e-02 1.857192e-02 8.844334e-03
[43,] 6.079949e-02 5.043583e-02 3.557830e-02 2.118433e-02 1.059435e-02
[44,] 5.888939e-02 5.147876e-02 3.800885e-02 2.359214e-02 1.229383e-02
[45,] 5.408367e-02 5.043304e-02 3.940350e-02 2.568447e-02 1.397497e-02
[46,] 4.606243e-02 4.633436e-02 3.879866e-02 2.689867e-02 1.544552e-02
[47,] 3.574065e-02 3.908820e-02 3.544258e-02 2.645710e-02 1.624675e-02
[48,] 2.496553e-02 2.982635e-02 2.948522e-02 2.391226e-02 1.587842e-02
[49,] 1.558693e-02 2.039251e-02 2.206670e-02 1.955227e-02 1.414492e-02
[50,] 8.663083e-03 1.242456e-02 1.474865e-02 1.432383e-02 1.134057e-02

> 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  
    74.1378       0.5339  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7c39n1258123964.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]  36.40686  38.15352  39.90018  41.64684  43.39350  45.14016  46.88681
 [8]  48.63347  50.38013  52.12679  53.87345  55.62011  57.36677  59.11342
[15]  60.86008  62.60674  64.35340  66.10006  67.84672  69.59338  71.34004
[22]  73.08669  74.83335  76.58001  78.32667  80.07333  81.81999  83.56665
[29]  85.31331  87.05996  88.80662  90.55328  92.29994  94.04660  95.79326
[36]  97.53992  99.28658 101.03323 102.77989 104.52655 106.27321 108.01987
[43] 109.76653 111.51319 113.25984 115.00650 116.75316 118.49982 120.24648
[50] 121.99314

$yords
 [1] 104.4342 105.4736 106.5130 107.5524 108.5919 109.6313 110.6707 111.7101
 [9] 112.7495 113.7890 114.8284 115.8678 116.9072 117.9467 118.9861 120.0255
[17] 121.0649 122.1043 123.1438 124.1832 125.2226 126.2620 127.3014 128.3409
[25] 129.3803 130.4197 131.4591 132.4986 133.5380 134.5774 135.6168 136.6562
[33] 137.6957 138.7351 139.7745 140.8139 141.8533 142.8928 143.9322 144.9716
[41] 146.0110 147.0505 148.0899 149.1293 150.1687 151.2081 152.2476 153.2870
[49] 154.3264 155.3658

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.767292e-03 3.499888e-03 5.861529e-03 8.327232e-03 1.011251e-02
 [2,] 1.968807e-03 4.191583e-03 7.542335e-03 1.149489e-02 1.491810e-02
 [3,] 1.893232e-03 4.333692e-03 8.380814e-03 1.371278e-02 1.905495e-02
 [4,] 1.571449e-03 3.867843e-03 8.040576e-03 1.413179e-02 2.105398e-02
 [5,] 1.125866e-03 2.979841e-03 6.659840e-03 1.257780e-02 2.010962e-02
 [6,] 6.962427e-04 1.981622e-03 4.761965e-03 9.666482e-03 1.659640e-02
 [7,] 3.716554e-04 1.137518e-03 2.939292e-03 6.414162e-03 1.183116e-02
 [8,] 1.713092e-04 5.637768e-04 1.566364e-03 3.674779e-03 7.284165e-03
 [9,] 6.836673e-05 2.416937e-04 7.215674e-04 1.819260e-03 3.874920e-03
[10,] 2.408998e-05 9.084772e-05 2.900357e-04 7.832744e-04 1.788786e-03
[11,] 8.514881e-06 3.281760e-05 1.085726e-04 3.070382e-04 7.398596e-04
[12,] 4.812207e-06 1.695943e-05 5.235436e-05 1.412920e-04 3.324649e-04
[13,] 5.473192e-06 1.810460e-05 5.186307e-05 1.279601e-04 2.726755e-04
[14,] 7.770392e-06 2.556278e-05 7.484044e-05 1.877453e-04 4.005174e-04
[15,] 1.184000e-05 3.528912e-05 1.055800e-04 2.791755e-04 6.306731e-04
[16,] 2.276705e-05 4.933650e-05 1.364327e-04 3.714769e-04 8.905394e-04
[17,] 5.875551e-05 8.462703e-05 1.754532e-04 4.469115e-04 1.105127e-03
[18,] 1.681949e-04 1.943759e-04 2.716355e-04 5.326092e-04 1.239809e-03
[19,] 4.535886e-04 5.032476e-04 5.586287e-04 7.551161e-04 1.381558e-03
[20,] 1.083949e-03 1.240733e-03 1.306292e-03 1.404265e-03 1.823100e-03
[21,] 2.255807e-03 2.723610e-03 2.933547e-03 2.968044e-03 3.106242e-03
[22,] 4.068698e-03 5.219159e-03 5.892798e-03 6.051156e-03 5.954783e-03
[23,] 6.350449e-03 8.681523e-03 1.036168e-02 1.107583e-02 1.099966e-02
[24,] 8.571554e-03 1.251143e-02 1.584689e-02 1.779490e-02 1.827379e-02
[25,] 1.000105e-02 1.560799e-02 2.103194e-02 2.492420e-02 2.670689e-02
[26,] 1.008401e-02 1.684486e-02 2.419583e-02 3.035656e-02 3.410451e-02
[27,] 8.784574e-03 1.572091e-02 2.410945e-02 3.210683e-02 3.795627e-02
[28,] 6.610374e-03 1.268309e-02 2.079460e-02 2.945943e-02 3.676335e-02
[29,] 4.296183e-03 8.842700e-03 1.551705e-02 2.343031e-02 3.095478e-02
[30,] 2.411225e-03 5.326685e-03 1.001343e-02 1.614221e-02 2.263700e-02
[31,] 1.168554e-03 2.771802e-03 5.586353e-03 9.628208e-03 1.436729e-02
[32,] 4.889728e-04 1.245782e-03 2.693670e-03 4.970143e-03 7.910836e-03
[33,] 1.766542e-04 4.835717e-04 1.122485e-03 2.220191e-03 3.779536e-03
[34,] 5.510098e-05 1.621127e-04 4.042652e-04 8.585437e-04 1.568832e-03
[35,] 1.483904e-05 4.694228e-05 1.258855e-04 2.877454e-04 5.677010e-04
[36,] 3.450787e-06 1.174527e-05 3.392850e-05 8.382674e-05 1.804457e-04
[37,] 6.931579e-07 2.541500e-06 7.933386e-06 2.135887e-05 5.114038e-05
[38,] 1.203511e-07 4.765028e-07 1.617426e-06 4.819113e-06 1.326612e-05
[39,] 1.808918e-08 7.771585e-08 2.904141e-07 9.846244e-07 3.267994e-06
[40,] 2.361005e-09 1.111514e-08 4.679194e-08 1.884896e-07 7.910678e-07
[41,] 2.693125e-10 1.415684e-09 6.974445e-09 3.509367e-08 1.897719e-07
[42,] 2.718492e-11 1.648744e-10 9.990502e-10 6.476398e-09 4.403101e-08
[43,] 2.483484e-12 1.821677e-11 1.413946e-10 1.167566e-09 9.507493e-09
[44,] 2.124434e-13 1.975326e-12 1.970674e-11 1.982912e-10 1.849355e-09
[45,] 1.766336e-14 2.119683e-13 2.620733e-12 3.061556e-11 3.174528e-10
[46,] 1.454869e-15 2.197306e-14 3.202536e-13 4.194138e-12 4.755197e-11
[47,] 1.170249e-16 2.118240e-15 3.495801e-14 5.028290e-13 6.180534e-12
[48,] 8.866781e-18 1.838884e-16 3.351665e-15 5.238249e-14 6.951051e-13
[49,] 6.107685e-19 1.408555e-17 2.797454e-16 4.725195e-15 6.755650e-14
[50,] 3.733068e-20 9.414527e-19 2.023589e-17 3.684584e-16 5.670248e-15
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.069415e-02 1.025358e-02 9.545484e-03 9.227752e-03 9.284307e-03
 [2,] 1.670726e-02 1.664554e-02 1.563830e-02 1.492905e-02 1.497322e-02
 [3,] 2.269991e-02 2.370818e-02 2.274779e-02 2.156482e-02 2.139883e-02
 [4,] 2.676550e-02 2.950820e-02 2.924578e-02 2.779496e-02 2.721256e-02
 [5,] 2.734476e-02 3.199045e-02 3.307498e-02 3.188084e-02 3.087707e-02
 [6,] 2.417830e-02 3.013266e-02 3.276062e-02 3.240801e-02 3.128137e-02
 [7,] 1.848758e-02 2.461369e-02 2.831527e-02 2.905905e-02 2.825223e-02
 [8,] 1.221832e-02 1.741227e-02 2.129322e-02 2.287748e-02 2.267139e-02
 [9,] 6.979492e-03 1.066020e-02 1.390351e-02 1.575095e-02 1.609380e-02
[10,] 3.455594e-03 5.656054e-03 7.880879e-03 9.460992e-03 1.006485e-02
[11,] 1.515992e-03 2.639879e-03 3.914646e-03 4.981136e-03 5.548091e-03
[12,] 6.794800e-04 1.201355e-03 1.832814e-03 2.416644e-03 2.784712e-03
[13,] 5.042171e-04 8.130114e-04 1.148168e-03 1.426930e-03 1.573888e-03
[14,] 7.265422e-04 1.123498e-03 1.487660e-03 1.699222e-03 1.695398e-03
[15,] 1.207814e-03 1.958789e-03 2.693927e-03 3.154510e-03 3.172786e-03
[16,] 1.823200e-03 3.164509e-03 4.653121e-03 5.811518e-03 6.209917e-03
[17,] 2.402465e-03 4.464123e-03 7.042735e-03 9.439032e-03 1.081224e-02
[18,] 2.776992e-03 5.472461e-03 9.238030e-03 1.328297e-02 1.632641e-02
[19,] 2.915279e-03 5.898265e-03 1.053493e-02 1.618770e-02 2.132416e-02
[20,] 3.068196e-03 5.821685e-03 1.061125e-02 1.719119e-02 2.415178e-02
[21,] 3.833897e-03 5.854835e-03 9.914835e-03 1.624938e-02 2.395029e-02
[22,] 6.074515e-03 7.052021e-03 9.671617e-03 1.453987e-02 2.143331e-02
[23,] 1.062684e-02 1.054729e-02 1.144298e-02 1.406035e-02 1.878008e-02
[24,] 1.779070e-02 1.697398e-02 1.638685e-02 1.670038e-02 1.863971e-02
[25,] 2.676366e-02 2.583711e-02 2.448442e-02 2.321323e-02 2.279936e-02
[26,] 3.545558e-02 3.521837e-02 3.410223e-02 3.253401e-02 3.114695e-02
[27,] 4.111072e-02 4.225315e-02 4.232195e-02 4.187173e-02 4.139918e-02
[28,] 4.163018e-02 4.440132e-02 4.616259e-02 4.779837e-02 4.988395e-02
[29,] 3.677338e-02 4.081359e-02 4.411480e-02 4.793871e-02 5.322650e-02
[30,] 2.831105e-02 3.280760e-02 3.694899e-02 4.222357e-02 5.007780e-02
[31,] 1.898588e-02 2.307285e-02 2.718860e-02 3.280116e-02 4.173446e-02
[32,] 1.109116e-02 1.422175e-02 1.767218e-02 2.270075e-02 3.120588e-02
[33,] 5.651568e-03 7.718578e-03 1.026209e-02 1.427674e-02 2.146461e-02
[34,] 2.521797e-03 3.726853e-03 5.441491e-03 8.444169e-03 1.413538e-02
[35,] 9.942212e-04 1.633650e-03 2.730182e-03 4.913195e-03 9.316709e-03
[36,] 3.525112e-04 6.719621e-04 1.351189e-03 2.904196e-03 6.265659e-03
[37,] 1.158056e-04 2.697569e-04 6.746298e-04 1.729679e-03 4.196288e-03
[38,] 3.662983e-05 1.082023e-04 3.342203e-04 9.948059e-04 2.668085e-03
[39,] 1.148306e-05 4.285085e-05 1.574750e-04 5.277147e-04 1.544398e-03
[40,] 3.559197e-06 1.613133e-05 6.774529e-05 2.501263e-04 7.927802e-04
[41,] 1.056281e-06 5.551764e-06 2.589948e-05 1.040755e-04 3.559046e-04
[42,] 2.886863e-07 1.700257e-06 8.669430e-06 3.768054e-05 1.387784e-04
[43,] 7.055816e-08 4.563203e-07 2.521936e-06 1.182000e-05 4.684791e-05
[44,] 1.515509e-08 1.064842e-07 6.352692e-07 3.206095e-06 1.366974e-05
[45,] 2.834389e-09 2.152244e-08 1.383310e-07 7.512465e-07 3.445150e-06
[46,] 4.594753e-10 3.760880e-09 2.601770e-08 1.519989e-07 7.496835e-07
[47,] 6.441808e-11 5.676772e-10 4.225146e-09 2.654966e-08 1.408301e-07
[48,] 7.802584e-12 7.398573e-11 5.923240e-10 4.003069e-09 2.283619e-08
[49,] 8.160888e-13 8.324236e-12 7.167783e-11 5.209809e-10 3.196275e-09
[50,] 7.368879e-14 8.084443e-13 7.486865e-12 5.852399e-11 3.861425e-10
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 9.107755e-03 8.125353e-03 6.323886e-03 4.216527e-03 2.405172e-03
 [2,] 1.507896e-02 1.414841e-02 1.173035e-02 8.375830e-03 5.117543e-03
 [3,] 2.186270e-02 2.140378e-02 1.883181e-02 1.437811e-02 9.409762e-03
 [4,] 2.788033e-02 2.820181e-02 2.619482e-02 2.133838e-02 1.495157e-02
 [5,] 3.142061e-02 3.246904e-02 3.161969e-02 2.739561e-02 2.053212e-02
 [6,] 3.143714e-02 3.279391e-02 3.319238e-02 3.045474e-02 2.437445e-02
 [7,] 2.802622e-02 2.918980e-02 3.038585e-02 2.935218e-02 2.502577e-02
 [8,] 2.230579e-02 2.300655e-02 2.434425e-02 2.457005e-02 2.223801e-02
 [9,] 1.584575e-02 1.612608e-02 1.714216e-02 1.790564e-02 1.712015e-02
[10,] 1.002762e-02 1.008496e-02 1.066062e-02 1.139646e-02 1.143594e-02
[11,] 5.649227e-03 5.644542e-03 5.889663e-03 6.363855e-03 6.644176e-03
[12,] 2.891188e-03 2.871230e-03 2.932231e-03 3.151761e-03 3.379833e-03
[13,] 1.572542e-03 1.488682e-03 1.431751e-03 1.469532e-03 1.565697e-03
[14,] 1.511648e-03 1.255252e-03 1.036030e-03 9.085243e-04 8.582670e-04
[15,] 2.791886e-03 2.226852e-03 1.703066e-03 1.325159e-03 1.073598e-03
[16,] 5.769942e-03 4.815282e-03 3.804959e-03 3.012060e-03 2.437727e-03
[17,] 1.074286e-02 9.543358e-03 7.973821e-03 6.632255e-03 5.620055e-03
[18,] 1.737945e-02 1.648114e-02 1.461616e-02 1.283329e-02 1.145998e-02
[19,] 2.431984e-02 2.463809e-02 2.322135e-02 2.155376e-02 2.031405e-02
[20,] 2.946489e-02 3.188853e-02 3.196632e-02 3.139828e-02 3.126182e-02
[21,] 3.106562e-02 3.585119e-02 3.822713e-02 3.976148e-02 4.184811e-02
[22,] 2.896936e-02 3.537831e-02 4.002976e-02 4.406646e-02 4.900744e-02
[23,] 2.505667e-02 3.159570e-02 3.754387e-02 4.352250e-02 5.095061e-02
[24,] 2.245905e-02 2.762573e-02 3.343950e-02 4.009872e-02 4.873695e-02
[25,] 2.402881e-02 2.711603e-02 3.173845e-02 3.785204e-02 4.620700e-02
[26,] 3.089470e-02 3.246484e-02 3.588444e-02 4.099217e-02 4.816119e-02
[27,] 4.172409e-02 4.358772e-02 4.707448e-02 5.184545e-02 5.794578e-02
[28,] 5.303062e-02 5.766564e-02 6.347756e-02 6.962973e-02 7.576205e-02
[29,] 6.059256e-02 7.006841e-02 8.059502e-02 9.036997e-02 9.828007e-02
[30,] 6.146961e-02 7.631735e-02 9.286029e-02 1.080592e-01 1.195518e-01
[31,] 5.547242e-02 7.424960e-02 9.608913e-02 1.169753e-01 1.330716e-01
[32,] 4.506403e-02 6.504621e-02 8.955354e-02 1.143408e-01 1.344957e-01
[33,] 3.376289e-02 5.233339e-02 7.622964e-02 1.017397e-01 1.237648e-01
[34,] 2.423801e-02 3.997190e-02 6.088101e-02 8.408648e-02 1.051109e-01
[35,] 1.737419e-02 3.014093e-02 4.732555e-02 6.668032e-02 8.459515e-02
[36,] 1.264462e-02 2.293573e-02 3.685962e-02 5.247537e-02 6.677760e-02
[37,] 9.122410e-03 1.735159e-02 2.870616e-02 4.146687e-02 5.291798e-02
[38,] 6.233603e-03 1.252882e-02 2.162065e-02 3.217492e-02 4.174774e-02
[39,] 3.875728e-03 8.289612e-03 1.510614e-02 2.353806e-02 3.163842e-02
[40,] 2.137359e-03 4.887808e-03 9.483392e-03 1.565310e-02 2.212753e-02
[41,] 1.031165e-03 2.528128e-03 5.247112e-03 9.237804e-03 1.386585e-02
[42,] 4.322174e-04 1.137742e-03 2.532363e-03 4.773230e-03 7.648757e-03
[43,] 1.568686e-04 4.436937e-04 1.060456e-03 2.144249e-03 3.679101e-03
[44,] 4.921772e-05 1.496407e-04 3.843096e-04 8.344755e-04 1.535592e-03
[45,] 1.333875e-05 4.360303e-05 1.203719e-04 2.808363e-04 5.547707e-04
[46,] 3.121393e-06 1.097168e-05 3.256436e-05 8.165896e-05 1.732616e-04
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[38,] 2.421262e-01 2.182788e-01 1.902822e-01 1.590309e-01 1.265985e-01
[39,] 2.504030e-01 2.333808e-01 2.111503e-01 1.835299e-01 1.520609e-01
[40,] 2.425967e-01 2.313573e-01 2.159227e-01 1.943936e-01 1.672065e-01
[41,] 2.209780e-01 2.128402e-01 2.031647e-01 1.884302e-01 1.675666e-01
[42,] 1.897855e-01 1.822530e-01 1.761744e-01 1.672750e-01 1.530453e-01
[43,] 1.534391e-01 1.454760e-01 1.410039e-01 1.361683e-01 1.275898e-01
[44,] 1.160137e-01 1.080645e-01 1.041221e-01 1.016243e-01 9.715994e-02
[45,] 8.122956e-02 7.436217e-02 7.076334e-02 6.937578e-02 6.748700e-02
[46,] 5.210500e-02 4.710083e-02 4.409866e-02 4.316182e-02 4.260443e-02
[47,] 3.031325e-02 2.726897e-02 2.510077e-02 2.437725e-02 2.432793e-02
[48,] 1.585623e-02 1.433004e-02 1.300167e-02 1.246096e-02 1.250686e-02
[49,] 7.403676e-03 6.790113e-03 6.107260e-03 5.755055e-03 5.769155e-03
[50,] 3.067676e-03 2.883059e-03 2.591992e-03 2.399798e-03 2.384119e-03
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.708113e-08 5.853985e-09 1.078915e-09 1.687010e-10 2.232216e-11
 [2,] 1.801377e-07 4.196946e-08 8.328144e-09 1.401252e-09 1.994572e-10
 [3,] 1.034723e-06 2.597741e-07 5.549282e-08 1.004652e-08 1.538333e-09
 [4,] 5.132210e-06 1.388124e-06 3.191890e-07 6.217459e-08 1.024087e-08
 [5,] 2.197993e-05 6.403541e-06 1.584806e-06 3.321285e-07 5.884487e-08
 [6,] 8.127788e-05 2.550133e-05 6.792304e-06 1.531415e-06 2.918529e-07
 [7,] 2.594947e-04 8.766959e-05 2.512855e-05 6.094971e-06 1.249404e-06
 [8,] 7.152928e-04 2.601799e-04 8.024631e-05 2.093831e-05 4.616626e-06
 [9,] 1.702303e-03 6.665587e-04 2.212036e-04 6.208763e-05 1.472419e-05
[10,] 3.497911e-03 1.474214e-03 5.263596e-04 1.589178e-04 4.053508e-05
[11,] 6.207065e-03 2.815165e-03 1.081291e-03 3.511377e-04 9.632690e-05
[12,] 9.517995e-03 4.643734e-03 1.918293e-03 6.699183e-04 1.976303e-04
[13,] 1.263625e-02 6.625924e-03 2.941878e-03 1.104354e-03 3.502390e-04
[14,] 1.460647e-02 8.210907e-03 3.911310e-03 1.576264e-03 5.369275e-04
[15,] 1.493638e-02 8.939588e-03 4.545931e-03 1.959645e-03 7.150928e-04
[16,] 1.408383e-02 8.821370e-03 4.726238e-03 2.158031e-03 8.375312e-04
[17,] 1.334886e-02 8.469427e-03 4.649586e-03 2.198213e-03 8.912431e-04
[18,] 1.412250e-02 8.807775e-03 4.786264e-03 2.261894e-03 9.271389e-04
[19,] 1.694152e-02 1.047449e-02 5.607930e-03 2.603009e-03 1.049268e-03
[20,] 2.098889e-02 1.329812e-02 7.234222e-03 3.376852e-03 1.355019e-03
[21,] 2.443942e-02 1.623714e-02 9.239771e-03 4.484301e-03 1.854688e-03
[22,] 2.549835e-02 1.790664e-02 1.080373e-02 5.555127e-03 2.426130e-03
[23,] 2.344657e-02 1.738951e-02 1.116128e-02 6.122222e-03 2.852831e-03
[24,] 1.895861e-02 1.476164e-02 1.006152e-02 5.893800e-03 2.939673e-03
[25,] 1.354167e-02 1.095924e-02 7.892869e-03 4.928332e-03 2.631273e-03
[26,] 8.636785e-03 7.159466e-03 5.403295e-03 3.581601e-03 2.043488e-03
[27,] 5.059921e-03 4.199933e-03 3.277658e-03 2.289652e-03 1.390947e-03
[28,] 3.016469e-03 2.413318e-03 1.905388e-03 1.383808e-03 8.881452e-04
[29,] 2.448645e-03 1.841636e-03 1.451421e-03 1.081524e-03 7.257259e-04
[30,] 3.355803e-03 2.542264e-03 2.087751e-03 1.633877e-03 1.158982e-03
[31,] 5.888026e-03 4.724575e-03 4.147361e-03 3.476164e-03 2.643116e-03
[32,] 1.023989e-02 8.633564e-03 8.027372e-03 7.185381e-03 5.857601e-03
[33,] 1.655652e-02 1.431788e-02 1.385400e-02 1.313287e-02 1.144025e-02
[34,] 2.508844e-02 2.158861e-02 2.118993e-02 2.098363e-02 1.941740e-02
[35,] 3.653831e-02 3.037553e-02 2.920009e-02 2.951730e-02 2.869571e-02
[36,] 5.207537e-02 4.120681e-02 3.736581e-02 3.721465e-02 3.724442e-02
[37,] 7.244940e-02 5.508571e-02 4.613465e-02 4.338239e-02 4.321826e-02
[38,] 9.644142e-02 7.234081e-02 5.658815e-02 4.878565e-02 4.629323e-02
[39,] 1.199405e-01 9.114025e-02 6.898910e-02 5.487853e-02 4.791147e-02
[40,] 1.369329e-01 1.071732e-01 8.139785e-02 6.203518e-02 4.991569e-02
[41,] 1.422133e-01 1.153331e-01 8.990991e-02 6.842412e-02 5.266743e-02
[42,] 1.340092e-01 1.124537e-01 9.074824e-02 7.081484e-02 5.444222e-02
[43,] 1.146854e-01 9.906195e-02 8.265367e-02 6.680743e-02 5.275159e-02
[44,] 8.930021e-02 7.892595e-02 6.766509e-02 5.659051e-02 4.639240e-02
[45,] 6.330420e-02 5.700061e-02 4.983751e-02 4.282131e-02 3.641449e-02
[46,] 4.078450e-02 3.736124e-02 3.311973e-02 2.896609e-02 2.535833e-02
[47,] 2.378391e-02 2.220154e-02 1.990867e-02 1.757786e-02 1.567251e-02
[48,] 1.248690e-02 1.191817e-02 1.083020e-02 9.608029e-03 8.629228e-03
[49,] 5.870235e-03 5.748836e-03 5.319943e-03 4.742894e-03 4.254853e-03
[50,] 2.460459e-03 2.477117e-03 2.348918e-03 2.114460e-03 1.887954e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.496225e-12 2.357656e-13 1.880123e-14 1.265709e-15 7.192584e-17
 [2,] 2.399112e-11 2.437081e-12 2.090176e-13 1.513318e-14 9.248626e-16
 [3,] 1.990204e-10 2.174383e-11 2.005648e-12 1.561711e-13 1.026463e-14
 [4,] 1.425033e-09 1.674478e-10 1.661124e-11 1.391061e-12 9.832948e-14
 [5,] 8.807071e-09 1.113011e-09 1.187477e-10 1.069465e-11 8.130154e-13
 [6,] 4.698046e-08 6.385522e-09 7.326952e-10 7.096782e-11 5.802140e-12
 [7,] 2.163126e-07 3.162058e-08 3.902090e-09 4.064729e-10 3.573983e-11
 [8,] 8.596573e-07 1.351512e-07 1.793687e-08 2.009447e-09 1.900165e-10
 [9,] 2.948826e-06 4.985950e-07 7.116597e-08 8.574266e-09 8.719768e-10
[10,] 8.730903e-06 1.587662e-06 2.437124e-07 3.157877e-08 3.453785e-09
[11,] 2.231375e-05 4.363774e-06 7.203955e-07 1.003870e-07 1.180774e-08
[12,] 4.923126e-05 1.035375e-05 1.838140e-06 2.754622e-07 3.484436e-08
[13,] 9.380320e-05 2.121158e-05 4.049283e-06 6.525357e-07 8.876288e-08
[14,] 1.545093e-04 3.754999e-05 7.705442e-06 1.334954e-06 1.952445e-07
[15,] 2.206866e-04 5.756408e-05 1.268554e-05 2.361162e-06 3.711201e-07
[16,] 2.757397e-04 7.690210e-05 1.814982e-05 3.622282e-06 6.109923e-07
[17,] 3.087625e-04 9.112961e-05 2.285969e-05 4.864777e-06 8.770706e-07
[18,] 3.284947e-04 1.002196e-04 2.622705e-05 5.866775e-06 1.118419e-06
[19,] 3.676683e-04 1.119478e-04 2.956364e-05 6.751024e-06 1.328161e-06
[20,] 4.688153e-04 1.403161e-04 3.643088e-05 8.218536e-06 1.611049e-06
[21,] 6.544976e-04 1.975423e-04 5.116013e-05 1.141086e-05 2.199911e-06
[22,] 8.991799e-04 2.829491e-04 7.570361e-05 1.725882e-05 3.362155e-06
[23,] 1.126408e-03 3.765299e-04 1.065677e-04 2.555500e-05 5.198387e-06
[24,] 1.243012e-03 4.447218e-04 1.345321e-04 3.440731e-05 7.442011e-06
[25,] 1.193142e-03 4.580439e-04 1.486624e-04 4.076961e-05 9.446342e-06
[26,] 9.933898e-04 4.094646e-04 1.427944e-04 4.209394e-05 1.048697e-05
[27,] 7.239576e-04 3.205742e-04 1.204201e-04 3.834707e-05 1.035980e-05
[28,] 4.939258e-04 2.361116e-04 9.688005e-05 3.421583e-05 1.046288e-05
[29,] 4.314674e-04 2.271229e-04 1.065228e-04 4.485517e-05 1.702974e-05
[30,] 7.413319e-04 4.323865e-04 2.324876e-04 1.152851e-04 5.208330e-05
[31,] 1.820051e-03 1.152060e-03 6.781119e-04 3.699779e-04 1.838760e-04
[32,] 4.333255e-03 2.951564e-03 1.872250e-03 1.101781e-03 5.906436e-04
[33,] 9.076180e-03 6.639371e-03 4.525905e-03 2.863304e-03 1.650553e-03
[34,] 1.648046e-02 1.293254e-02 9.466965e-03 6.434856e-03 3.986639e-03
[35,] 2.593423e-02 2.178991e-02 1.711556e-02 1.249459e-02 8.317530e-03
[36,] 3.550853e-02 3.181876e-02 2.677572e-02 2.097845e-02 1.499954e-02
[37,] 4.268917e-02 4.046757e-02 3.635857e-02 3.052658e-02 2.342267e-02
[38,] 4.591612e-02 4.531084e-02 4.315333e-02 3.869707e-02 3.180146e-02
[39,] 4.571719e-02 4.565482e-02 4.543914e-02 4.321773e-02 3.788187e-02
[40,] 4.424135e-02 4.303439e-02 4.369674e-02 4.350868e-02 4.034325e-02
[41,] 4.339890e-02 3.995281e-02 4.020215e-02 4.110110e-02 3.977405e-02
[42,] 4.324937e-02 3.788067e-02 3.719091e-02 3.836852e-02 3.817020e-02
[43,] 4.211217e-02 3.630033e-02 3.519922e-02 3.660128e-02 3.721270e-02
[44,] 3.820992e-02 3.355576e-02 3.302803e-02 3.516011e-02 3.685595e-02
[45,] 3.125693e-02 2.854665e-02 2.917974e-02 3.239312e-02 3.553376e-02
[46,] 2.266560e-02 2.168793e-02 2.330434e-02 2.731015e-02 3.171748e-02
[47,] 1.447772e-02 1.449677e-02 1.643844e-02 2.045449e-02 2.531393e-02
[48,] 8.144346e-03 8.476071e-03 1.012849e-02 1.340403e-02 1.772794e-02
[49,] 4.048503e-03 4.331648e-03 5.426864e-03 7.631791e-03 1.079676e-02
[50,] 1.788103e-03 1.939202e-03 2.525906e-03 3.764404e-03 5.695279e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.450058e-18 1.396845e-19 4.773598e-21 1.376948e-22 3.352447e-24
 [2,] 4.771035e-17 2.077435e-18 7.635151e-20 2.368545e-21 6.201808e-23
 [3,] 5.694720e-16 2.666736e-17 1.054054e-18 3.516568e-20 9.902571e-22
 [4,] 5.866870e-15 2.954656e-16 1.255978e-17 4.506410e-19 1.364746e-20
 [5,] 5.216928e-14 2.825583e-15 1.291742e-16 4.984441e-18 1.623416e-19
 [6,] 4.004032e-13 2.332295e-14 1.146683e-15 4.758569e-17 1.666794e-18
 [7,] 2.652497e-12 1.661626e-13 8.785888e-15 3.921127e-16 1.477095e-17
 [8,] 1.516654e-11 1.021780e-12 5.810348e-14 2.788814e-15 1.129820e-16
 [9,] 7.485018e-11 5.423205e-12 3.316597e-13 1.711994e-14 7.459057e-16
[10,] 3.188417e-10 2.484448e-11 1.634024e-12 9.071095e-14 4.250435e-15
[11,] 1.172293e-09 9.823844e-11 6.948655e-12 4.148519e-13 2.090538e-14
[12,] 3.720367e-09 3.352874e-10 2.550494e-11 1.637592e-12 8.874842e-14
[13,] 1.019181e-08 9.877723e-10 8.080590e-11 5.579656e-12 3.251980e-13
[14,] 2.410544e-08 2.512225e-09 2.210032e-10 1.641072e-11 1.028586e-12
[15,] 4.925134e-08 5.518153e-09 5.219299e-10 4.167280e-11 2.808669e-12
[16,] 8.707036e-08 1.048015e-08 1.065230e-09 9.141930e-11 6.623824e-12
[17,] 1.338265e-07 1.726864e-08 1.883413e-09 1.735535e-10 1.350825e-11
[18,] 1.812660e-07 2.492948e-08 2.905170e-09 2.865665e-10 2.390742e-11
[19,] 2.242579e-07 3.238322e-08 3.986918e-09 4.174573e-10 3.710136e-11
[20,] 2.739972e-07 4.031602e-08 5.113782e-09 5.570366e-10 5.192019e-11
[21,] 3.677269e-07 5.339651e-08 6.737901e-09 7.379146e-10 6.995329e-11
[22,] 5.615734e-07 8.072448e-08 1.002396e-08 1.078725e-09 1.008215e-10
[23,] 8.985418e-07 1.322685e-07 1.662805e-08 1.791207e-09 1.659543e-10
[24,] 1.362085e-06 2.111473e-07 2.775755e-08 3.099742e-09 2.946962e-10
[25,] 1.849464e-06 3.060811e-07 4.284290e-08 5.076102e-09 5.096802e-10
[26,] 2.208476e-06 3.933637e-07 5.931690e-08 7.584196e-09 8.241193e-10
[27,] 2.379039e-06 4.659115e-07 7.819237e-08 1.132077e-08 1.425789e-09
[28,] 2.792717e-06 6.565036e-07 1.369527e-07 2.544748e-08 4.205067e-09
[29,] 5.816802e-06 1.772560e-06 4.762680e-07 1.115019e-07 2.252049e-08
[30,] 2.103278e-05 7.451693e-06 2.283024e-06 5.990325e-07 1.338005e-07
[31,] 8.137837e-05 3.144543e-05 1.046257e-05 2.971606e-06 7.168468e-07
[32,] 2.818282e-04 1.173366e-04 4.204061e-05 1.285256e-05 3.336278e-06
[33,] 8.469810e-04 3.792535e-04 1.461426e-04 4.805150e-05 1.341481e-05
[34,] 2.199164e-03 1.058739e-03 4.386881e-04 1.551073e-04 4.656637e-05
[35,] 4.931460e-03 2.552244e-03 1.137002e-03 4.322628e-04 1.395477e-04
[36,] 9.555711e-03 5.315229e-03 2.545359e-03 1.040346e-03 3.611052e-04
[37,] 1.602303e-02 9.573840e-03 4.926198e-03 2.163861e-03 8.073183e-04
[38,] 2.332652e-02 1.495394e-02 8.259452e-03 3.895918e-03 1.561374e-03
[39,] 2.970014e-02 2.037452e-02 1.205312e-02 6.094234e-03 2.619828e-03
[40,] 3.359172e-02 2.452478e-02 1.546702e-02 8.350283e-03 3.838306e-03
[41,] 3.477826e-02 2.675084e-02 1.782467e-02 1.019574e-02 4.978691e-03
[42,] 3.454942e-02 2.759852e-02 1.915828e-02 1.145950e-02 5.875319e-03
[43,] 3.456369e-02 2.834353e-02 2.021323e-02 1.244919e-02 6.596189e-03
[44,] 3.530283e-02 2.975742e-02 2.173720e-02 1.368377e-02 7.408888e-03
[45,] 3.558398e-02 3.122935e-02 2.362544e-02 1.532087e-02 8.506601e-03
[46,] 3.361991e-02 3.114783e-02 2.477407e-02 1.680909e-02 9.713463e-03
[47,] 2.861588e-02 2.824387e-02 2.387979e-02 1.717249e-02 1.048005e-02
[48,] 2.145273e-02 2.266554e-02 2.049511e-02 1.574009e-02 1.023929e-02
[49,] 1.400908e-02 1.587941e-02 1.540184e-02 1.268019e-02 8.834975e-03
[50,] 7.928386e-03 9.651115e-03 1.005420e-02 8.889007e-03 6.648560e-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  
   108.0163       0.2417  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1ahdn1258123964.ps tmp/1ahdn1258123964.png")
> system("convert tmp/2hp2j1258123964.ps tmp/2hp2j1258123964.png")
> system("convert tmp/3ojxq1258123964.ps tmp/3ojxq1258123964.png")
> system("convert tmp/43d3d1258123964.ps tmp/43d3d1258123964.png")
> system("convert tmp/580yu1258123964.ps tmp/580yu1258123964.png")
> system("convert tmp/6azhs1258123964.ps tmp/6azhs1258123964.png")
> system("convert tmp/7c39n1258123964.ps tmp/7c39n1258123964.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.994   1.285   2.908