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

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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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> z <- c(115.43,115.55,117.14,119.09,119.55,119.8,121.32,121.48,119.63,118.61,118.82,119.93,118.7,119.99,116.67,116.84,115.17,114.21,114.77,115.59,116.64,118.79,125.63,127.42,131.17,137.68,144.41,146.09,151.26,156.56,158.38,154.21,158.06,154.83,150.89,149.22,148.34,143.88,134.48,133.73,130.08,123.11,122.08,126.83,123.17)
> y <- c(102.1,102.86,102.99,103.73,105.02,104.43,104.63,104.93,105.87,105.66,106.76,106,107.22,107.33,107.11,108.86,107.72,107.88,108.38,107.72,108.41,109.9,111.45,112.18,113.34,113.46,114.06,115.54,116.39,115.94,116.97,115.94,115.91,116.43,116.26,116.35,117.9,117.7,117.53,117.86,117.65,116.51,115.93,115.31,115)
> x <- c(100.35,100.35,100.36,100.39,100.34,100.34,100.35,100.43,100.47,100.67,100.75,100.78,100.79,100.67,100.64,100.64,100.76,100.79,100.79,100.9,100.98,101.11,101.18,101.22,101.23,101.09,101.26,101.28,101.43,101.53,101.54,101.54,101.79,102.18,102.37,102.46,102.46,102.03,102.26,102.33,102.44,102.5,102.52,102.66,102.72)
> par7 = 'Brandstoffen'
> par6 = 'Voedingsmiddelen'
> par5 = 'Kleding'
> 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/1tzw41257078591.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/2i1nw1257078591.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/3765b1257078591.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/4kmp81257078591.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/5dzr51257078591.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  
   -496.183        5.995  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6v9m71257078591.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]  99.83399 100.24893 100.66387 101.07881 101.49375 101.90869 102.32362
 [8] 102.73856 103.15350 103.56844 103.98338 104.39832 104.81326 105.22820
[15] 105.64314 106.05808 106.47302 106.88796 107.30290 107.71783 108.13277
[22] 108.54771 108.96265 109.37759 109.79253 110.20747 110.62241 111.03735
[29] 111.45229 111.86723 112.28217 112.69710 113.11204 113.52698 113.94192
[36] 114.35686 114.77180 115.18674 115.60168 116.01662 116.43156 116.84650
[43] 117.26144 117.67638 118.09131 118.50625 118.92119 119.33613 119.75107
[50] 120.16601

$yords
 [1] 108.5043 109.6386 110.7729 111.9072 113.0415 114.1759 115.3102 116.4445
 [9] 117.5788 118.7131 119.8474 120.9817 122.1161 123.2504 124.3847 125.5190
[17] 126.6533 127.7876 128.9220 130.0563 131.1906 132.3249 133.4592 134.5935
[25] 135.7278 136.8622 137.9965 139.1308 140.2651 141.3994 142.5337 143.6680
[33] 144.8024 145.9367 147.0710 148.2053 149.3396 150.4739 151.6083 152.7426
[41] 153.8769 155.0112 156.1455 157.2798 158.4141 159.5485 160.6828 161.8171
[49] 162.9514 164.0857

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.431867e-02 6.040319e-02 6.700424e-02 6.037654e-02 4.411248e-02
 [2,] 5.071290e-02 7.958582e-02 1.019527e-01 1.063806e-01 9.022639e-02
 [3,] 4.974600e-02 8.950639e-02 1.319967e-01 1.590981e-01 1.563456e-01
 [4,] 4.238140e-02 8.667146e-02 1.463051e-01 2.029041e-01 2.303742e-01
 [5,] 3.226076e-02 7.354907e-02 1.404318e-01 2.223901e-01 2.902603e-01
 [6,] 2.326923e-02 5.673849e-02 1.194644e-01 2.126136e-01 3.157796e-01
 [7,] 1.759536e-02 4.260093e-02 9.420913e-02 1.825337e-01 3.022146e-01
 [8,] 1.564933e-02 3.430516e-02 7.410943e-02 1.482001e-01 2.634203e-01
 [9,] 1.726281e-02 3.217398e-02 6.324548e-02 1.223439e-01 2.211089e-01
[10,] 2.282276e-02 3.586629e-02 6.159719e-02 1.095974e-01 1.909130e-01
[11,] 3.359217e-02 4.608847e-02 6.856961e-02 1.092660e-01 1.774033e-01
[12,] 5.100243e-02 6.486168e-02 8.528796e-02 1.204135e-01 1.788881e-01
[13,] 7.481259e-02 9.415402e-02 1.146540e-01 1.446004e-01 1.939933e-01
[14,] 1.009094e-01 1.327786e-01 1.590594e-01 1.855929e-01 2.245965e-01
[15,] 1.210673e-01 1.730887e-01 2.156456e-01 2.460068e-01 2.751956e-01
[16,] 1.265622e-01 2.014045e-01 2.718012e-01 3.206747e-01 3.485206e-01
[17,] 1.138681e-01 2.046317e-01 3.069667e-01 3.910268e-01 4.369268e-01
[18,] 8.751196e-02 1.791760e-01 3.034199e-01 4.290555e-01 5.158737e-01
[19,] 5.717399e-02 1.341435e-01 2.588421e-01 4.130877e-01 5.506319e-01
[20,] 3.164559e-02 8.544119e-02 1.890015e-01 3.437997e-01 5.171514e-01
[21,] 1.480197e-02 4.613936e-02 1.175129e-01 2.451940e-01 4.205979e-01
[22,] 5.843910e-03 2.107525e-02 6.200065e-02 1.490501e-01 2.934962e-01
[23,] 1.957532e-03 8.145337e-03 2.770868e-02 7.697082e-02 1.747578e-01
[24,] 5.833163e-04 2.705034e-03 1.053140e-02 3.375118e-02 8.853256e-02
[25,] 2.039315e-04 8.616411e-04 3.540417e-03 1.272888e-02 3.826649e-02
[26,] 1.492463e-04 4.135034e-04 1.318777e-03 4.520085e-03 1.458488e-02
[27,] 1.850423e-04 4.201788e-04 9.275776e-04 2.207881e-03 5.900494e-03
[28,] 2.376671e-04 5.555078e-04 1.143571e-03 2.168575e-03 4.079993e-03
[29,] 2.753431e-04 7.035787e-04 1.532471e-03 2.912663e-03 4.969527e-03
[30,] 2.777798e-04 7.953259e-04 1.901157e-03 3.867673e-03 6.841195e-03
[31,] 2.397093e-04 7.816890e-04 2.095709e-03 4.687382e-03 8.915408e-03
[32,] 1.749274e-04 6.568475e-04 2.006852e-03 5.038046e-03 1.054463e-02
[33,] 1.071876e-04 4.666188e-04 1.642267e-03 4.700979e-03 1.105060e-02
[34,] 5.492154e-05 2.782957e-04 1.135825e-03 3.746814e-03 1.004843e-02
[35,] 2.347671e-05 1.387814e-04 6.594032e-04 2.523129e-03 7.801139e-03
[36,] 8.361254e-06 5.773550e-05 3.200612e-04 1.425956e-03 5.115376e-03
[37,] 2.479398e-06 2.001220e-05 1.295941e-04 6.737049e-04 2.814467e-03
[38,] 6.119298e-07 5.775512e-06 4.371906e-05 2.655090e-04 1.294371e-03
[39,] 1.256749e-07 1.387289e-06 1.227992e-05 8.717823e-05 4.965187e-04
[40,] 2.147503e-08 2.772879e-07 2.870744e-06 2.383219e-05 1.586757e-04
[41,] 3.052927e-09 4.611276e-08 5.584295e-07 5.422248e-06 4.221750e-05
[42,] 3.610434e-10 6.379546e-09 9.037524e-08 1.026479e-06 9.347860e-06
[43,] 3.551587e-11 7.341618e-10 1.216698e-08 1.616597e-07 1.722108e-06
[44,] 2.905764e-12 7.027160e-11 1.362436e-09 2.117742e-08 2.639107e-07
[45,] 1.977070e-13 5.593739e-12 1.268808e-10 2.307306e-09 3.363833e-08
[46,] 1.118538e-14 3.702558e-13 9.825718e-12 2.090445e-10 3.565566e-09
[47,] 5.261186e-16 2.037591e-14 6.326438e-13 1.574747e-11 3.142494e-10
[48,] 2.057103e-17 9.321430e-16 3.386225e-14 9.861802e-13 2.302534e-11
[49,] 6.684960e-19 3.544296e-17 1.506489e-15 5.133419e-14 1.402344e-12
[50,] 1.805264e-20 1.119923e-18 5.569781e-17 2.220706e-15 7.098215e-14
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.608946e-02 1.247269e-02 4.814314e-03 1.498923e-03 3.761706e-04
 [2,] 6.208564e-02 3.460257e-02 1.559792e-02 5.680167e-03 1.669536e-03
 [3,] 1.249851e-01 8.111877e-02 4.267074e-02 1.816614e-02 6.251991e-03
 [4,] 2.135126e-01 1.611308e-01 9.880389e-02 4.913963e-02 1.979322e-02
 [5,] 3.108148e-01 2.720917e-01 1.941687e-01 1.126857e-01 5.308239e-02
 [6,] 3.881224e-01 3.924317e-01 3.249699e-01 2.196427e-01 1.208413e-01
 [7,] 4.207448e-01 4.871928e-01 4.655941e-01 3.651746e-01 2.340821e-01
 [8,] 4.049390e-01 5.280607e-01 5.761435e-01 5.207562e-01 3.871828e-01
 [9,] 3.598413e-01 5.127574e-01 6.258133e-01 6.432765e-01 5.500457e-01
[10,] 3.123543e-01 4.652090e-01 6.138759e-01 7.007106e-01 6.783218e-01
[11,] 2.800487e-01 4.161741e-01 5.677730e-01 6.936668e-01 7.401569e-01
[12,] 2.667392e-01 3.838818e-01 5.202722e-01 6.514364e-01 7.372569e-01
[13,] 2.695282e-01 3.708560e-01 4.890487e-01 6.069223e-01 6.991572e-01
[14,] 2.864913e-01 3.729703e-01 4.751420e-01 5.763986e-01 6.573536e-01
[15,] 3.195884e-01 3.876344e-01 4.733607e-01 5.595815e-01 6.262968e-01
[16,] 3.739281e-01 4.166495e-01 4.803820e-01 5.505106e-01 6.047514e-01
[17,] 4.525645e-01 4.658040e-01 4.977684e-01 5.451990e-01 5.863509e-01
[18,] 5.459743e-01 5.391103e-01 5.323303e-01 5.451701e-01 5.667267e-01
[19,] 6.248851e-01 6.264993e-01 5.899187e-01 5.587515e-01 5.478197e-01
[20,] 6.498609e-01 6.962121e-01 6.615196e-01 5.943097e-01 5.398268e-01
[21,] 5.964835e-01 7.068742e-01 7.154163e-01 6.450395e-01 5.536122e-01
[22,] 4.749837e-01 6.354688e-01 7.109868e-01 6.812133e-01 5.847115e-01
[23,] 3.249527e-01 4.965610e-01 6.276337e-01 6.648659e-01 6.061750e-01
[24,] 1.899363e-01 3.338038e-01 4.824378e-01 5.780227e-01 5.835355e-01
[25,] 9.468423e-02 1.920108e-01 3.194226e-01 4.381448e-01 5.011997e-01
[26,] 4.068291e-02 9.462322e-02 1.813738e-01 2.864100e-01 3.754841e-01
[27,] 1.625174e-02 4.108917e-02 8.906552e-02 1.612154e-01 2.429062e-01
[28,] 8.291573e-03 1.835423e-02 4.037170e-02 8.010008e-02 1.364867e-01
[29,] 7.949557e-03 1.278952e-02 2.206713e-02 4.013700e-02 7.065665e-02
[30,] 1.074961e-02 1.539566e-02 2.098650e-02 2.901760e-02 4.240532e-02
[31,] 1.472861e-02 2.155218e-02 2.844498e-02 3.472801e-02 4.093949e-02
[32,] 1.876036e-02 2.900008e-02 3.974344e-02 4.908199e-02 5.554381e-02
[33,] 2.164536e-02 3.603660e-02 5.219052e-02 6.722633e-02 7.837667e-02
[34,] 2.211873e-02 4.055205e-02 6.320680e-02 8.587249e-02 1.042800e-01
[35,] 1.960172e-02 4.040714e-02 6.935803e-02 1.012791e-01 1.292904e-01
[36,] 1.482416e-02 3.490055e-02 6.738643e-02 1.083410e-01 1.483755e-01
[37,] 9.465748e-03 2.571225e-02 5.672572e-02 1.026199e-01 1.546556e-01
[38,] 5.070392e-03 1.598827e-02 4.071135e-02 8.418352e-02 1.427654e-01
[39,] 2.269930e-03 8.338008e-03 2.465181e-02 5.885141e-02 1.141044e-01
[40,] 8.475382e-04 3.633640e-03 1.251632e-02 3.470044e-02 7.768712e-02
[41,] 2.636181e-04 1.320544e-03 5.309509e-03 1.715165e-02 4.459773e-02
[42,] 6.826088e-05 3.997585e-04 1.878081e-03 7.082023e-03 2.145747e-02
[43,] 1.470880e-05 1.007373e-04 5.533089e-04 2.438035e-03 8.623064e-03
[44,] 2.636802e-06 2.112303e-05 1.356845e-04 6.989925e-04 2.888865e-03
[45,] 3.931769e-07 3.684499e-06 2.768383e-05 1.667908e-04 8.059332e-04
[46,] 4.875680e-08 5.345234e-07 4.698227e-06 3.311009e-05 1.871087e-04
[47,] 5.027477e-09 6.448271e-08 6.630704e-07 5.466545e-06 3.613527e-05
[48,] 4.309872e-10 6.467485e-09 7.780760e-08 7.504682e-07 5.803407e-06
[49,] 3.071202e-11 5.392268e-10 7.590055e-09 8.565127e-08 7.749047e-07
[50,] 1.818908e-12 3.736618e-11 6.153943e-10 8.125276e-09 8.600804e-08
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 7.605490e-05 1.238392e-05 1.623651e-06 1.713959e-07 1.456776e-08
 [2,] 3.958002e-04 7.564756e-05 1.165256e-05 1.446396e-06 1.446684e-07
 [3,] 1.737849e-03 3.899066e-04 7.057800e-05 1.030425e-05 1.213215e-06
 [4,] 6.449482e-03 1.698531e-03 3.613120e-04 6.205216e-05 8.601422e-06
 [5,] 2.026554e-02 6.262853e-03 1.565301e-03 3.161866e-04 5.159399e-05
 [6,] 5.400313e-02 1.957081e-02 5.744217e-03 1.364153e-03 2.619313e-04
 [7,] 1.222481e-01 5.188968e-02 1.786863e-02 4.985026e-03 1.125504e-03
 [8,] 2.355883e-01 1.168767e-01 4.714608e-02 1.543189e-02 4.092432e-03
 [9,] 3.878039e-01 2.240428e-01 1.055946e-01 4.047423e-02 1.258786e-02
[10,] 5.485874e-01 3.666868e-01 2.010670e-01 8.998107e-02 3.274767e-02
[11,] 6.744460e-01 5.156189e-01 3.265301e-01 1.697975e-01 7.207768e-02
[12,] 7.352446e-01 6.303198e-01 4.551901e-01 2.728486e-01 1.344016e-01
[13,] 7.337415e-01 6.839948e-01 5.514489e-01 3.758780e-01 2.130389e-01
[14,] 6.984291e-01 6.805753e-01 5.932519e-01 4.496663e-01 2.890876e-01
[15,] 6.582716e-01 6.465290e-01 5.857480e-01 4.776856e-01 3.403494e-01
[16,] 6.257450e-01 6.074690e-01 5.525621e-01 4.660281e-01 3.557521e-01
[17,] 5.990547e-01 5.738224e-01 5.153355e-01 4.347674e-01 3.417098e-01
[18,] 5.718252e-01 5.435348e-01 4.823710e-01 4.011778e-01 3.142542e-01
[19,] 5.398138e-01 5.106523e-01 4.515684e-01 3.714312e-01 2.862514e-01
[20,] 5.059237e-01 4.717034e-01 4.178474e-01 3.435747e-01 2.619113e-01
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[32,] 7.347292e-05 1.414427e-05 2.198325e-06 2.753496e-07 2.775704e-08
[33,] 3.618895e-04 8.094122e-05 1.464329e-05 2.137977e-06 2.514934e-07
[34,] 1.490245e-03 3.864247e-04 8.124375e-05 1.381011e-05 1.893901e-06
[35,] 5.144371e-03 1.542240e-03 3.760275e-04 7.429769e-05 1.186442e-05
[36,] 1.493874e-02 5.159464e-03 1.454888e-03 3.334455e-04 6.190332e-05
[37,] 3.665541e-02 1.451961e-02 4.718666e-03 1.251046e-03 2.694438e-04
[38,] 7.641670e-02 3.452651e-02 1.287517e-02 3.935099e-03 9.805481e-04
[39,] 1.362214e-01 6.975542e-02 2.969018e-02 1.041557e-02 2.992250e-03
[40,] 2.090770e-01 1.204942e-01 5.818295e-02 2.330701e-02 7.686456e-03
[41,] 2.781482e-01 1.791423e-01 9.750117e-02 4.434009e-02 1.670123e-02
[42,] 3.225660e-01 2.306554e-01 1.406148e-01 7.216202e-02 3.087048e-02
[43,] 3.274763e-01 2.584644e-01 1.755243e-01 1.010884e-01 4.884304e-02
[44,] 2.920309e-01 2.528800e-01 1.904320e-01 1.225295e-01 6.654414e-02
[45,] 2.297383e-01 2.164674e-01 1.799743e-01 1.289464e-01 7.843597e-02
[46,] 1.607035e-01 1.625248e-01 1.482841e-01 1.179652e-01 8.019884e-02
[47,] 1.013423e-01 1.076206e-01 1.066043e-01 9.378168e-02 7.115458e-02
[48,] 5.873589e-02 6.356426e-02 6.709715e-02 6.475409e-02 5.470175e-02
[49,] 3.193306e-02 3.410343e-02 3.729159e-02 3.888868e-02 3.637444e-02
[50,] 1.658862e-02 1.701186e-02 1.859830e-02 2.043582e-02 2.091745e-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  
   -110.994        2.165  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/76p721257078591.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]  99.94077 100.00563 100.07050 100.13537 100.20023 100.26510 100.32997
 [8] 100.39483 100.45970 100.52457 100.58943 100.65430 100.71917 100.78403
[15] 100.84890 100.91377 100.97863 101.04350 101.10837 101.17323 101.23810
[22] 101.30297 101.36783 101.43270 101.49757 101.56243 101.62730 101.69217
[29] 101.75703 101.82190 101.88677 101.95163 102.01650 102.08137 102.14623
[36] 102.21110 102.27597 102.34083 102.40570 102.47057 102.53543 102.60030
[43] 102.66517 102.73003 102.79490 102.85977 102.92463 102.98950 103.05437
[50] 103.11923

$yords
 [1] 108.5043 109.6386 110.7729 111.9072 113.0415 114.1759 115.3102 116.4445
 [9] 117.5788 118.7131 119.8474 120.9817 122.1161 123.2504 124.3847 125.5190
[17] 126.6533 127.7876 128.9220 130.0563 131.1906 132.3249 133.4592 134.5935
[25] 135.7278 136.8622 137.9965 139.1308 140.2651 141.3994 142.5337 143.6680
[33] 144.8024 145.9367 147.0710 148.2053 149.3396 150.4739 151.6083 152.7426
[41] 153.8769 155.0112 156.1455 157.2798 158.4141 159.5485 160.6828 161.8171
[49] 162.9514 164.0857

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.577827e-01 3.960263e-01 5.566809e-01 7.196471e-01 8.600783e-01
 [2,] 3.114681e-01 4.928511e-01 7.147819e-01 9.532301e-01 1.174297e+00
 [3,] 3.608670e-01 5.835249e-01 8.685601e-01 1.190853e+00 1.508510e+00
 [4,] 4.065611e-01 6.650099e-01 1.008078e+00 1.413343e+00 1.834046e+00
 [5,] 4.513870e-01 7.391422e-01 1.130323e+00 1.608536e+00 2.126714e+00
 [6,] 4.979516e-01 8.105417e-01 1.239152e+00 1.774630e+00 2.374052e+00
 [7,] 5.455538e-01 8.821821e-01 1.340943e+00 1.917985e+00 2.576862e+00
 [8,] 5.883394e-01 9.509226e-01 1.437892e+00 2.045924e+00 2.743770e+00
 [9,] 6.161190e-01 1.005771e+00 1.522602e+00 2.158165e+00 2.881445e+00
[10,] 6.179114e-01 1.030484e+00 1.577462e+00 2.241663e+00 2.985590e+00
[11,] 5.866706e-01 1.009813e+00 1.580033e+00 2.272314e+00 3.037699e+00
[12,] 5.228174e-01 9.364906e-01 1.512412e+00 2.223622e+00 3.009879e+00
[13,] 4.347222e-01 8.154300e-01 1.370149e+00 2.078725e+00 2.876235e+00
[14,] 3.359273e-01 6.629074e-01 1.166141e+00 1.840037e+00 2.625970e+00
[15,] 2.406019e-01 5.012128e-01 9.274455e-01 1.531559e+00 2.272006e+00
[16,] 1.594441e-01 3.515173e-01 6.866309e-01 1.192487e+00 1.850610e+00
[17,] 9.764761e-02 2.282654e-01 4.719400e-01 8.652067e-01 1.411778e+00
[18,] 5.522189e-02 1.370748e-01 3.005735e-01 5.833305e-01 1.004736e+00
[19,] 2.882181e-02 7.605326e-02 1.771422e-01 3.647088e-01 6.650825e-01
[20,] 1.387880e-02 3.896353e-02 9.651052e-02 2.111336e-01 4.085631e-01
[21,] 6.167132e-03 1.842770e-02 4.857707e-02 1.130510e-01 2.325247e-01
[22,] 2.535699e-03 8.054005e-03 2.259112e-02 5.595746e-02 1.224625e-01
[23,] 9.818158e-04 3.280053e-03 9.742894e-03 2.563719e-02 5.968040e-02
[24,] 3.942056e-04 1.307164e-03 3.990518e-03 1.099410e-02 2.704322e-02
[25,] 2.292694e-04 6.343819e-04 1.756670e-03 4.704621e-03 1.175760e-02
[26,] 2.525689e-04 5.564029e-04 1.197383e-03 2.600001e-03 5.714166e-03
[27,] 3.741645e-04 7.850539e-04 1.494127e-03 2.646507e-03 4.530873e-03
[28,] 5.582352e-04 1.213357e-03 2.339005e-03 4.024977e-03 6.262116e-03
[29,] 7.791852e-04 1.785489e-03 3.612809e-03 6.466257e-03 1.027083e-02
[30,] 1.004667e-03 2.434094e-03 5.203002e-03 9.820284e-03 1.638724e-02
[31,] 1.194875e-03 3.061709e-03 6.919974e-03 1.380442e-02 2.432654e-02
[32,] 1.311460e-03 3.553465e-03 8.491598e-03 1.790705e-02 3.334912e-02
[33,] 1.329545e-03 3.808436e-03 9.620003e-03 2.144081e-02 4.219459e-02
[34,] 1.246218e-03 3.772862e-03 1.007095e-02 2.371615e-02 4.930574e-02
[35,] 1.081098e-03 3.458355e-03 9.752678e-03 2.425931e-02 5.326421e-02
[36,] 8.688282e-04 2.936154e-03 8.745547e-03 2.297243e-02 5.325231e-02
[37,] 6.473968e-04 2.310989e-03 7.269185e-03 2.015949e-02 4.932594e-02
[38,] 4.475763e-04 1.687551e-03 5.605159e-03 1.640967e-02 4.237242e-02
[39,] 2.872171e-04 1.143901e-03 4.012105e-03 1.239919e-02 3.378567e-02
[40,] 1.711050e-04 7.199509e-04 2.666860e-03 8.701095e-03 2.502032e-02
[41,] 9.461358e-05 4.207041e-04 1.646261e-03 5.671844e-03 1.721492e-02
[42,] 4.853824e-05 2.281662e-04 9.435290e-04 3.433860e-03 1.100437e-02
[43,] 2.308574e-05 1.147749e-04 5.017944e-04 1.929957e-03 6.533130e-03
[44,] 1.017035e-05 5.350391e-05 2.474323e-04 1.006226e-03 3.599874e-03
[45,] 4.145796e-06 2.308984e-05 1.130088e-04 4.861920e-04 1.839363e-03
[46,] 1.561994e-06 9.214460e-06 4.775392e-05 2.174721e-04 8.705400e-04
[47,] 5.433382e-07 3.396568e-06 1.864855e-05 8.994412e-05 3.811857e-04
[48,] 1.743089e-07 1.155192e-06 6.722413e-06 3.435616e-05 1.542359e-04
[49,] 5.152298e-08 3.621307e-07 2.234510e-06 1.210628e-05 5.760036e-05
[50,] 1.401942e-08 1.045364e-07 6.842084e-07 3.931325e-06 1.983260e-05
              [,6]         [,7]        [,8]        [,9]       [,10]      [,11]
 [1,] 9.535258e-01 0.9806991706 0.932450790 0.814594271 0.649147273 0.46858695
 [2,] 1.341601e+00 1.4234981621 1.399905395 1.269468341 1.054184925 0.79583905
 [3,] 1.772027e+00 1.9347634988 1.962265219 1.841494768 1.588986453 1.25148095
 [4,] 2.208407e+00 2.4735990636 2.578588695 2.495360583 2.229646619 1.82644277
 [5,] 2.614054e+00 2.9924117008 3.193680951 3.173691260 2.924186984 2.48186475
 [6,] 2.962728e+00 3.4504196996 3.753250006 3.811768845 3.603769446 3.15412366
 [7,] 3.244570e+00 3.8240871580 4.218814234 4.356129603 4.202408014 3.77155345
 [8,] 3.464009e+00 4.1091887919 4.574803466 4.777723194 4.675936017 4.27627484
 [9,] 3.630808e+00 4.3139075930 4.824661582 5.072900872 5.010196711 4.64002614
[10,] 3.749148e+00 4.4474050678 4.979369699 5.252945244 5.214580761 4.86537179
[11,] 3.810394e+00 4.5102400578 5.045826892 5.329849957 5.306301156 4.97252133
[12,] 3.793191e+00 4.4910752610 5.021235639 5.307284782 5.296238232 4.98112814
[13,] 3.671099e+00 4.3704575950 4.894835539 5.180597770 5.184607438 4.89885999
[14,] 3.424871e+00 4.1296550053 4.654307539 4.943070746 4.966575367 4.72243342
[15,] 3.054319e+00 3.7612498774 4.293405084 4.592901464 4.641265354 4.44740019
[16,] 2.584299e+00 3.2776517565 3.818606201 4.137543516 4.217345147 4.07786354
[17,] 2.061401e+00 2.7137484723 3.253284487 3.595492791 3.713301885 3.62975329
[18,] 1.542111e+00 2.1214856130 2.637543413 2.996572863 3.155023831 3.12775487
[19,] 1.077475e+00 1.5575956718 2.022249309 2.380281912 2.573597705 2.60029263
[20,] 7.008625e-01 1.0692973063 1.458165264 1.790776669 2.003435345 2.07618495
[21,] 4.233590e-01 0.6839648341 0.984130114 1.268584302 1.478937950 1.58306076
[22,] 2.370424e-01 0.4065014378 0.619281743 0.841866212 1.028989560 1.14549473
[23,] 1.228951e-01 0.2240465313 0.362261909 0.521199210 0.671158819 0.78178687
[24,] 5.909056e-02 0.1144782070 0.196662945 0.300140536 0.408667786 0.50061219
[25,] 2.674148e-02 0.0545767987 0.099291308 0.160713833 0.231822086 0.29976892
[26,] 1.235425e-02 0.0252870153 0.047558361 0.080783015 0.123042708 0.16814118
[27,] 7.792053e-03 0.0136626433 0.023924472 0.040256623 0.062990458 0.09004045
[28,] 9.017502e-03 0.0124709689 0.017282693 0.024583097 0.035439487 0.04999391
[29,] 1.457280e-02 0.0187126164 0.022287835 0.025629635 0.029860148 0.03634413
[30,] 2.423251e-02 0.0318973610 0.037719915 0.040828852 0.041900369 0.04305272
[31,] 3.792013e-02 0.0524079472 0.064508904 0.071379981 0.072389810 0.06987541
[32,] 5.490709e-02 0.0800521546 0.103652705 0.119870008 0.125267963 0.12118069
[33,] 7.338943e-02 0.1129702612 0.154240548 0.187516861 0.204563205 0.20341419
[34,] 9.057740e-02 0.1472112280 0.212053120 0.271530326 0.310744116 0.32120416
[35,] 1.033173e-01 0.1772502603 0.269380866 0.363545900 0.437435260 0.47275254
[36,] 1.090317e-01 0.1973904644 0.316442333 0.450156942 0.570074473 0.64618769
[37,] 1.065710e-01 0.2035326496 0.344084071 0.515886117 0.687845552 0.81908603
[38,] 9.658215e-02 0.1945329482 0.346701085 0.547716670 0.768884489 0.96254790
[39,] 8.123430e-02 0.1725257298 0.324071318 0.539309534 0.796959404 1.04907662
[40,] 6.345878e-02 0.1421001455 0.281284392 0.493007998 0.766755394 1.06124601
[41,] 4.606355e-02 0.1087635847 0.226883291 0.418785426 0.685398413 0.99733829
[42,] 3.107390e-02 0.0773836901 0.170142751 0.330770632 0.569685569 0.87148276
[43,] 1.947658e-02 0.0511757791 0.118638416 0.242990118 0.440498913 0.70851259
[44,] 1.133621e-02 0.0314444679 0.076899039 0.166011408 0.316899688 0.53610515
[45,] 6.122048e-03 0.0179376005 0.046305020 0.105431159 0.212051468 0.37751602
[46,] 3.064365e-03 0.0094905065 0.025878851 0.062190921 0.131890080 0.24728334
[47,] 1.419986e-03 0.0046516771 0.013408361 0.034036213 0.076173527 0.15054211
[48,] 6.084004e-04 0.0021094914 0.006432345 0.017260969 0.040802480 0.08507991
[49,] 2.407275e-04 0.0008839818 0.002853369 0.008100607 0.020242896 0.04457805
[50,] 8.785987e-05 0.0003418828 0.001168922 0.003513317 0.009288782 0.02162324
           [,12]      [,13]      [,14]      [,15]      [,16]       [,17]
 [1,] 0.30455413 0.17736570 0.09221428 0.04268500 0.01756295 0.006425863
 [2,] 0.54260828 0.33230374 0.18202310 0.08889971 0.03863941 0.014950453
 [3,] 0.89332797 0.57442730 0.33111740 0.17047922 0.07822115 0.031990915
 [4,] 1.36151365 0.91740614 0.55566204 0.30125054 0.14579500 0.062988551
 [5,] 1.92581530 1.35627008 0.86146536 0.49106934 0.25041074 0.114197416
 [6,] 2.53705611 1.86112301 1.23640893 0.73960432 0.39681406 0.190829229
 [7,] 3.12838844 2.37984930 1.64776966 1.03159363 0.58122190 0.294366887
 [8,] 3.63503889 2.85154231 2.04815509 1.33717590 0.78911699 0.420172754
 [9,] 4.01468963 3.22602668 2.38962991 1.61926071 0.99743378 0.557087549
[10,] 4.25754408 3.47982497 2.64017769 1.84602779 1.18166152 0.690288673
[11,] 4.38051356 3.61958213 2.79379674 2.00273274 1.32531478 0.807023344
[12,] 4.40978990 3.67099736 2.86816606 2.09610630 1.42687937 0.902708762
[13,] 4.36328386 3.66029337 2.89097581 2.14817814 1.49976663 0.983789808
[14,] 4.24347920 3.59964636 2.88296329 2.18248598 1.56433175 1.064820115
[15,] 4.04306939 3.48454622 2.84745352 2.21028374 1.63565715 1.160251057
[16,] 3.75694307 3.30256655 2.77157428 2.22430845 1.71354779 1.274664369
[17,] 3.39130879 3.04603841 2.63686107 2.20303874 1.78020372 1.396611717
[18,] 2.96499804 2.72031906 2.43194048 2.12239263 1.80693175 1.499805432
[19,] 2.50456512 2.34410995 2.16025334 1.96824550 1.76653970 1.551820821
[20,] 2.03812677 1.94395651 1.84005926 1.74368578 1.64535785 1.526631970
[21,] 1.59143834 1.54751062 1.49861584 1.46850987 1.44941201 1.415271799
[22,] 1.18626548 1.17876310 1.16456212 1.17252009 1.20251566 1.229802425
[23,] 0.83928345 0.85573225 0.86182316 0.88653974 0.93801648 0.999138298
[24,] 0.56050716 0.58957189 0.60635298 0.63499092 0.68850455 0.759207186
[25,] 0.35196038 0.38431319 0.40544828 0.43214355 0.47784857 0.542244505
[26,] 0.20792679 0.23732809 0.25881403 0.28210098 0.31790756 0.369568343
[27,] 0.11726756 0.14087979 0.16065654 0.18127086 0.20968358 0.249646767
[28,] 0.06701766 0.08465882 0.10225468 0.12176404 0.14701697 0.180496649
[29,] 0.04591444 0.05863349 0.07450709 0.09453685 0.12070012 0.154018046
[30,] 0.04688936 0.05546088 0.07003037 0.09168151 0.12164830 0.160088945
[31,] 0.06824308 0.07206105 0.08460562 0.10777925 0.14272202 0.189337690
[32,] 0.11355639 0.11029305 0.11802139 0.14056237 0.17944682 0.234514018
[33,] 0.19022222 0.17661028 0.17436444 0.19122035 0.23014174 0.290876848
[34,] 0.30626882 0.28022634 0.26144993 0.26443496 0.29591026 0.356124213
[35,] 0.46550656 0.42925682 0.38865504 0.36768646 0.38057174 0.430288093
[36,] 0.66216203 0.62508108 0.56255717 0.50893426 0.48999279 0.515664781
[37,] 0.87743200 0.85671207 0.78094312 0.69211440 0.62986521 0.616257440
[38,] 1.08060969 1.09825611 1.02755879 0.91134565 0.80145994 0.735817431
[39,] 1.23581533 1.31220261 1.27105449 1.14661274 0.99648432 0.874109971
[40,] 1.31244422 1.45878537 1.47052498 1.36439125 1.19394816 1.022629783
[41,] 1.29504191 1.50820855 1.58680585 1.52493376 1.36218941 1.162556129
[42,] 1.18818871 1.45044127 1.59513045 1.59427531 1.46695340 1.267573891
[43,] 1.01436756 1.29817251 1.49341995 1.55581556 1.48273540 1.311691539
[44,] 0.80617630 1.08190683 1.30249541 1.41602731 1.40211006 1.278845620
[45,] 0.59656381 0.83987773 1.05856364 1.20180790 1.23848533 1.169463194
[46,] 0.41092819 0.60730141 0.80180752 0.95121103 1.02122371 1.000647959
[47,] 0.26331106 0.40885502 0.56592306 0.70207360 0.78591526 0.800197516
[48,] 0.15679199 0.25606540 0.37198472 0.48306744 0.56436449 0.597719817
[49,] 0.08665105 0.14901944 0.22748336 0.30962764 0.37798119 0.416875939
[50,] 0.04438084 0.08047073 0.12926162 0.18467216 0.23591063 0.271315488
            [,18]        [,19]        [,20]        [,21]        [,22]
 [1,] 0.002103305 0.0006307869 0.0001866025 6.371238e-05 2.873892e-05
 [2,] 0.005183049 0.0016519076 0.0005234084 1.933858e-04 9.406658e-05
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[41,] 4.029981e-01 6.229166e-01 8.749930e-01 1.102118e+00 1.244856e+00
[42,] 2.771671e-01 4.454331e-01 6.594364e-01 8.762569e-01 1.041459e+00
[43,] 1.799354e-01 2.963574e-01 4.608034e-01 6.457755e-01 8.083959e-01
[44,] 1.112341e-01 1.836622e-01 2.982022e-01 4.403677e-01 5.810199e-01
[45,] 6.633609e-02 1.063906e-01 1.786412e-01 2.774801e-01 3.860174e-01
[46,] 3.875981e-02 5.800038e-02 9.914192e-02 1.614085e-01 2.367372e-01
[47,] 2.248763e-02 3.009001e-02 5.110016e-02 8.664689e-02 1.338752e-01
[48,] 1.302615e-02 1.508476e-02 2.458609e-02 4.294617e-02 6.975696e-02
[49,] 7.496461e-03 7.434101e-03 1.113984e-02 1.968762e-02 3.348070e-02
[50,] 4.234399e-03 3.650868e-03 4.817493e-03 8.378126e-03 1.480607e-02
             [,38]        [,39]        [,40]        [,41]        [,42]
 [1,] 2.938350e-09 1.402543e-09 6.005868e-10 2.290540e-10 7.746753e-11
 [2,] 1.664964e-08 8.355422e-09 3.774013e-09 1.521356e-09 5.445698e-10
 [3,] 8.687108e-08 4.576782e-08 2.178476e-08 9.276090e-09 3.512649e-09
 [4,] 4.176247e-07 2.306159e-07 1.155484e-07 5.193264e-08 2.079393e-08
 [5,] 1.851110e-06 1.069490e-06 5.633740e-07 2.670371e-07 1.129905e-07
 [6,] 7.570520e-06 4.567389e-06 2.525994e-06 1.261509e-06 5.636990e-07
 [7,] 2.858820e-05 1.797330e-05 1.042008e-05 5.477001e-06 2.582610e-06
 [8,] 9.975621e-05 6.521452e-05 3.956761e-05 2.186252e-05 1.086935e-05
 [9,] 3.218828e-04 2.183331e-04 1.383850e-04 8.027035e-05 4.203648e-05
[10,] 9.610555e-04 6.749390e-04 4.460573e-04 2.712221e-04 1.494492e-04
[11,] 2.656687e-03 1.927910e-03 1.325973e-03 8.438218e-04 4.886458e-04
[12,] 6.802532e-03 5.091939e-03 3.637700e-03 2.418804e-03 1.470097e-03
[13,] 1.613883e-02 1.244298e-02 9.216776e-03 6.392437e-03 4.071884e-03
[14,] 3.548195e-02 2.814767e-02 2.158246e-02 1.558694e-02 1.039009e-02
[15,] 7.228805e-02 5.896819e-02 4.673986e-02 3.509229e-02 2.444137e-02
[16,] 1.364492e-01 1.144384e-01 9.367159e-02 7.300542e-02 5.304591e-02
[17,] 2.385513e-01 2.057590e-01 1.738166e-01 1.404506e-01 1.063069e-01
[18,] 3.861116e-01 3.427421e-01 2.987561e-01 2.500554e-01 1.968966e-01
[19,] 5.782920e-01 5.288413e-01 4.757789e-01 4.122708e-01 3.373451e-01
[20,] 8.010453e-01 7.556336e-01 7.021279e-01 6.298151e-01 5.351316e-01
[21,] 1.025722e+00 9.994831e-01 9.601833e-01 8.919242e-01 7.866300e-01
[22,] 1.213686e+00 1.223412e+00 1.216705e+00 1.171323e+00 1.072377e+00
[23,] 1.326946e+00 1.385552e+00 1.428487e+00 1.426825e+00 1.356738e+00
[24,] 1.341233e+00 1.452193e+00 1.554089e+00 1.612600e+00 1.594011e+00
[25,] 1.255646e+00 1.410249e+00 1.567776e+00 1.691867e+00 1.740292e+00
[26,] 1.093889e+00 1.273151e+00 1.469631e+00 1.649850e+00 1.767301e+00
[27,] 8.962180e-01 1.076908e+00 1.286796e+00 1.500140e+00 1.672599e+00
[28,] 7.059460e-01 8.679252e-01 1.064758e+00 1.281156e+00 1.481557e+00
[29,] 5.568459e-01 6.881839e-01 8.524305e-01 1.043831e+00 1.239807e+00
[30,] 4.666218e-01 5.642348e-01 6.874890e-01 8.356727e-01 9.990567e-01
[31,] 4.378934e-01 5.039191e-01 5.878095e-01 6.876166e-01 8.018535e-01
[32,] 4.642686e-01 5.006196e-01 5.514549e-01 6.083912e-01 6.709574e-01
[33,] 5.370737e-01 5.414556e-01 5.636666e-01 5.874573e-01 6.066910e-01
[34,] 6.488619e-01 6.146343e-01 6.065358e-01 6.040050e-01 5.922040e-01
[35,] 7.922810e-01 7.123780e-01 6.664975e-01 6.373279e-01 6.035436e-01
[36,] 9.558785e-01 8.287139e-01 7.365090e-01 6.739097e-01 6.198476e-01
[37,] 1.120376e+00 9.544670e-01 8.129087e-01 7.086623e-01 6.294446e-01
[38,] 1.258834e+00 1.073439e+00 8.899179e-01 7.410004e-01 6.300083e-01
[39,] 1.342003e+00 1.163037e+00 9.559302e-01 7.691349e-01 6.240671e-01
[40,] 1.347126e+00 1.199942e+00 9.943961e-01 7.865711e-01 6.134008e-01
[41,] 1.266259e+00 1.168318e+00 9.891386e-01 7.829867e-01 5.958669e-01
[42,] 1.110002e+00 1.066451e+00 9.311850e-01 7.487125e-01 5.661333e-01
[43,] 9.046172e-01 9.083481e-01 8.233313e-01 6.798832e-01 5.191686e-01
[44,] 6.837245e-01 7.194541e-01 6.800081e-01 5.811829e-01 4.538635e-01
[45,] 4.783036e-01 5.285200e-01 5.226083e-01 4.647732e-01 3.745352e-01
[46,] 3.091794e-01 3.593630e-01 3.726741e-01 3.461918e-01 2.896775e-01
[47,] 1.844176e-01 2.257825e-01 2.460522e-01 2.394283e-01 2.089421e-01
[48,] 1.013886e-01 1.308964e-01 1.501461e-01 1.533896e-01 1.400549e-01
[49,] 5.133214e-02 6.994304e-02 8.456074e-02 9.086119e-02 8.701881e-02
[50,] 2.391851e-02 3.441363e-02 4.390095e-02 4.969041e-02 5.001622e-02
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 2.317036e-11 6.117610e-12 1.423979e-12 2.919303e-13 5.267249e-14
 [2,] 1.725430e-10 4.828966e-11 1.192036e-11 2.592606e-12 4.964074e-13
 [3,] 1.178611e-09 3.495682e-10 9.149589e-11 2.110855e-11 4.288518e-12
 [4,] 7.385965e-09 2.320907e-09 6.439821e-10 1.575693e-10 3.396353e-11
 [5,] 4.246871e-08 1.413443e-08 4.156640e-09 1.078462e-09 2.465917e-10
 [6,] 2.240928e-07 7.896744e-08 2.460651e-08 6.768496e-09 1.641463e-09
 [7,] 1.085329e-06 4.047859e-07 1.336104e-07 3.895535e-08 1.001836e-08
 [8,] 4.825747e-06 1.904065e-06 6.655319e-07 2.056236e-07 5.606735e-08
 [9,] 1.970359e-05 8.220510e-06 3.041570e-06 9.955391e-07 2.877460e-07
[10,] 7.389757e-05 3.258160e-05 1.275561e-05 4.421611e-06 1.354378e-06
[11,] 2.546615e-04 1.185802e-04 4.909780e-05 1.801788e-05 5.847241e-06
[12,] 8.067064e-04 3.964157e-04 1.734935e-04 6.737642e-05 2.315827e-05
[13,] 2.350089e-03 1.217706e-03 5.629698e-04 2.312527e-04 8.415466e-05
[14,] 6.299401e-03 3.438521e-03 1.678082e-03 7.287102e-04 2.806453e-04
[15,] 1.554622e-02 8.930072e-03 4.596645e-03 2.108871e-03 8.591197e-04
[16,] 3.534802e-02 2.134275e-02 1.157658e-02 5.607160e-03 2.414920e-03
[17,] 7.410794e-02 4.697428e-02 2.682163e-02 1.370382e-02 6.235521e-03
[18,] 1.433874e-01 9.528825e-02 5.720880e-02 3.080378e-02 1.479707e-02
[19,] 2.562887e-01 1.783191e-01 1.124298e-01 6.373027e-02 3.229055e-02
[20,] 4.236241e-01 3.081799e-01 2.037877e-01 1.214658e-01 6.484894e-02
[21,] 6.482576e-01 4.924739e-01 3.410877e-01 2.135005e-01 1.199693e-01
[22,] 9.194389e-01 7.286311e-01 5.278812e-01 3.465315e-01 2.046845e-01
[23,] 1.210015e+00 9.995072e-01 7.565746e-01 5.201710e-01 3.225264e-01
[24,] 1.479160e+00 1.273037e+00 1.005854e+00 7.233770e-01 4.701607e-01
[25,] 1.681280e+00 1.507620e+00 1.242635e+00 9.337572e-01 6.352994e-01
[26,] 1.778822e+00 1.662442e+00 1.429037e+00 1.121091e+00 7.974607e-01
[27,] 1.754353e+00 1.709387e+00 1.532469e+00 1.254541e+00 9.320658e-01
[28,] 1.616964e+00 1.642019e+00 1.535205e+00 1.311139e+00 1.016731e+00
[29,] 1.400150e+00 1.478067e+00 1.439829e+00 1.282377e+00 1.037445e+00
[30,] 1.151769e+00 1.254384e+00 1.268581e+00 1.176552e+00 9.923513e-01
[31,] 9.198545e-01 1.016200e+00 1.056968e+00 1.016265e+00 8.919782e-01
[32,] 7.394626e-01 8.045007e-01 8.438844e-01 8.321134e-01 7.561342e-01
[33,] 6.250428e-01 6.457561e-01 6.615031e-01 6.546799e-01 6.086571e-01
[34,] 5.704056e-01 5.472015e-01 5.280242e-01 5.071893e-01 4.715819e-01
[35,] 5.554263e-01 4.987257e-01 4.453605e-01 4.009115e-01 3.602912e-01
[36,] 5.561541e-01 4.800226e-01 4.020965e-01 3.345313e-01 2.809361e-01
[37,] 5.539558e-01 4.697762e-01 3.801872e-01 2.973833e-01 2.307720e-01
[38,] 5.401730e-01 4.530997e-01 3.625273e-01 2.750640e-01 2.010853e-01
[39,] 5.152202e-01 4.245710e-01 3.383975e-01 2.550855e-01 1.814303e-01
[40,] 4.838840e-01 3.865368e-01 3.050316e-01 2.304308e-01 1.634509e-01
[41,] 4.501931e-01 3.446518e-01 2.655512e-01 2.000453e-01 1.429240e-01
[42,] 4.147421e-01 3.035767e-01 2.251619e-01 1.668361e-01 1.196380e-01
[43,] 3.752932e-01 2.649496e-01 1.878952e-01 1.347699e-01 9.575514e-02
[44,] 3.293727e-01 2.279274e-01 1.552670e-01 1.066664e-01 7.383502e-02
[45,] 2.767312e-01 1.910788e-01 1.267952e-01 8.344811e-02 5.550552e-02
[46,] 2.201647e-01 1.540391e-01 1.013533e-01 6.461266e-02 4.112467e-02
[47,] 1.645295e-01 1.180062e-01 7.827141e-02 4.916319e-02 3.016635e-02
[48,] 1.148360e-01 8.513018e-02 5.766562e-02 3.631119e-02 2.181539e-02
[49,] 7.456363e-02 5.745897e-02 4.012228e-02 2.569351e-02 1.538433e-02
[50,] 4.491084e-02 3.612210e-02 2.617101e-02 1.722526e-02 1.044052e-02
             [,48]        [,49]        [,50]
 [1,] 8.359111e-15 1.166270e-15 1.429980e-16
 [2,] 8.362043e-14 1.238601e-14 1.612541e-15
 [3,] 7.667238e-13 1.205606e-13 1.666499e-14
 [4,] 6.444036e-12 1.075562e-12 1.578434e-13
 [5,] 4.964646e-11 8.795035e-12 1.370211e-12
 [6,] 3.506325e-10 6.592191e-11 1.090192e-11
 [7,] 2.270229e-09 4.529265e-10 7.950335e-11
 [8,] 1.347625e-08 2.852689e-09 5.314393e-10
 [9,] 7.334667e-08 1.647155e-08 3.256321e-09
[10,] 3.660498e-07 8.719602e-08 1.829070e-08
[11,] 1.675278e-06 4.232251e-07 9.418592e-08
[12,] 7.031869e-06 1.883646e-06 4.446592e-07
[13,] 2.707380e-05 7.688207e-06 1.924819e-06
[14,] 9.562996e-05 2.878102e-05 7.640464e-06
[15,] 3.099495e-04 9.883495e-05 2.781444e-05
[16,] 9.220393e-04 3.114048e-04 9.287765e-05
[17,] 2.518279e-03 9.004461e-04 2.845299e-04
[18,] 6.317226e-03 2.390268e-03 7.998928e-04
[19,] 1.456242e-02 5.827303e-03 2.064259e-03
[20,] 3.086754e-02 1.305413e-02 4.892261e-03
[21,] 6.021184e-02 2.688931e-02 1.065388e-02
[22,] 1.081971e-01 5.097272e-02 2.133392e-02
[23,] 1.793312e-01 8.902266e-02 3.931898e-02
[24,] 2.745877e-01 1.434401e-01 6.677622e-02
[25,] 3.891404e-01 2.135961e-01 1.046617e-01
[26,] 5.115392e-01 2.945558e-01 1.516763e-01
[27,] 6.252529e-01 3.770847e-01 2.037028e-01
[28,] 7.124495e-01 4.493327e-01 2.541961e-01
[29,] 7.587231e-01 4.997666e-01 2.955900e-01
[30,] 7.569702e-01 5.202505e-01 3.212545e-01
[31,] 7.090747e-01 5.081104e-01 3.272350e-01
[32,] 6.250711e-01 4.665681e-01 3.131507e-01
[33,] 5.203331e-01 4.036396e-01 2.820686e-01
[34,] 4.117431e-01 3.300274e-01 2.395700e-01
[35,] 3.138504e-01 2.566283e-01 1.923831e-01
[36,] 2.359585e-01 1.922312e-01 1.469216e-01
[37,] 1.808890e-01 1.419327e-01 1.080260e-01
[38,] 1.457111e-01 1.066778e-01 7.819184e-02
[39,] 1.240466e-01 8.401569e-02 5.748951e-02
[40,] 1.089617e-01 6.971152e-02 4.416574e-02
[41,] 9.529864e-02 5.953294e-02 3.565436e-02
[42,] 8.068862e-02 5.052808e-02 2.957370e-02
[43,] 6.519728e-02 4.144072e-02 2.435244e-02
[44,] 5.016301e-02 3.235443e-02 1.935376e-02
[45,] 3.699407e-02 2.396755e-02 1.461342e-02
[46,] 2.645919e-02 1.693764e-02 1.043733e-02
[47,] 1.858047e-02 1.154706e-02 7.080983e-03
[48,] 1.290653e-02 7.694225e-03 4.610260e-03
[49,] 8.859018e-03 5.061128e-03 2.919222e-03
[50,] 5.955241e-03 3.293770e-03 1.819122e-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  
    -938.58        10.55  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1tzw41257078591.ps tmp/1tzw41257078591.png")
> system("convert tmp/2i1nw1257078591.ps tmp/2i1nw1257078591.png")
> system("convert tmp/3765b1257078591.ps tmp/3765b1257078591.png")
> system("convert tmp/4kmp81257078591.ps tmp/4kmp81257078591.png")
> system("convert tmp/5dzr51257078591.ps tmp/5dzr51257078591.png")
> system("convert tmp/6v9m71257078591.ps tmp/6v9m71257078591.png")
> system("convert tmp/76p721257078591.ps tmp/76p721257078591.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.953   1.267   3.731