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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You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

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Type 'contributors()' for more information and
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Type 'demo()' for some demos, 'help()' for on-line help, or
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> z <- c(109.1,113.8,97.4,72.5,82.7,88.9,105.9,100.8,94,105,58.5,87.6,113.1,112.5,89.6,74.5,82.7,90.1,109.4,96,89.2,109.1,49.1,92.9,107.7,103.5,91.1,79.8,71.9,82.9,90.1,100.7,90.7,108.8,44.1,93.6,107.4,96.5,93.6,76.5,76.7,84,103.3,88.5,99,105.9,44.7,94,107.1,104.8,102.5,77.7,85.2,91.3,106.5,92.4,97.5,107,51.1,98.6,102.2,114.3,99.4,72.5,92.3,99.4,85.9,109.4,97.6,104.7)
> y <- c(88.3,88.6,91,91.5,95.4,98.7,99.9,98.6,100.3,100.2,100.4,101.4,103,109.1,111.4,114.1,121.8,127.6,129.9,128,123.5,124,127.4,127.6,128.4,131.4,135.1,134,144.5,147.3,150.9,148.7,141.4,138.9,139.8,145.6,147.9,148.5,151.1,157.5,167.5,172.3,173.5,187.5,205.5,195.1,204.5,204.5,201.7,207,206.6,210.6,211.1,215,223.9,238.2,238.9,229.6,232.2,222.1,221.6,227.3,221,213.6,243.4,253.8,265.3,268.2,268.5,266.9)
> x <- c(4.43,4.61,4.54,4.2,4.08,3.95,4.19,4.23,3.89,3.92,4.14,4.24,4.08,4.37,4.43,4.3,4.27,4.06,3.96,4.21,4.31,4.35,4.25,4.06,4,3.87,3.71,3.63,3.48,3.6,3.66,3.45,3.3,3.14,3.21,3.12,3.14,3.4,3.42,3.29,3.49,3.52,3.81,4.03,3.98,4.1,3.96,3.83,3.72,3.82,3.76,3.98,4.14,4,4.13,4.28,4.46,4.63,4.49,4.41,4.5,4.39,4.33,4.45,4.17,4.13,4.33,4.47,4.63,4.9)
> par7 = 'Variable Z'
> par6 = 'Variable Y'
> par5 = 'Variable X'
> 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/17laj1226313164.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/205xj1226313164.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/3s6nc1226313164.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/4kuka1226313164.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/5j40z1226313164.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  
      42.80        30.19  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6wcde1226313164.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]  63.43891  68.13120  72.82349  77.51578  82.20807  86.90036  91.59265
 [8]  96.28494 100.97723 105.66952 110.36181 115.05410 119.74638 124.43867
[15] 129.13096 133.82325 138.51554 143.20783 147.90012 152.59241 157.28470
[22] 161.97699 166.66928 171.36157 176.05386 180.74614 185.43843 190.13072
[29] 194.82301 199.51530 204.20759 208.89988 213.59217 218.28446 222.97675
[36] 227.66904 232.36133 237.05362 241.74590 246.43819 251.13048 255.82277
[43] 260.51506 265.20735 269.89964 274.59193 279.28422 283.97651 288.66880
[50] 293.36109

$yords
 [1]  35.42824  37.21484  39.00144  40.78805  42.57465  44.36125  46.14785
 [8]  47.93446  49.72106  51.50766  53.29426  55.08087  56.86747  58.65407
[15]  60.44067  62.22728  64.01388  65.80048  67.58708  69.37369  71.16029
[22]  72.94689  74.73349  76.52010  78.30670  80.09330  81.87990  83.66651
[29]  85.45311  87.23971  89.02631  90.81292  92.59952  94.38612  96.17272
[36]  97.95933  99.74593 101.53253 103.31913 105.10574 106.89234 108.67894
[43] 110.46554 112.25215 114.03875 115.82535 117.61195 119.39856 121.18516
[50] 122.97176

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.573714e-07 1.072763e-06 2.483313e-06 5.603430e-06 1.211429e-05
 [2,] 1.106506e-06 2.414319e-06 5.211210e-06 1.108923e-05 2.296421e-05
 [3,] 2.629686e-06 5.373080e-06 1.079026e-05 2.143055e-05 4.191417e-05
 [4,] 6.073588e-06 1.175366e-05 2.209125e-05 4.082949e-05 7.460736e-05
 [5,] 1.348141e-05 2.500874e-05 4.447993e-05 7.690226e-05 1.308021e-04
 [6,] 2.849479e-05 5.118286e-05 8.718596e-05 1.425191e-04 2.266604e-04
 [7,] 5.696801e-05 9.981233e-05 1.645162e-04 2.573391e-04 3.866305e-04
 [8,] 1.072452e-04 1.841973e-04 2.959983e-04 4.476983e-04 6.430826e-04
 [9,] 1.895452e-04 3.201884e-04 5.042138e-04 7.431523e-04 1.031457e-03
[10,] 3.138652e-04 5.226672e-04 8.092922e-04 1.168487e-03 1.579602e-03
[11,] 4.861692e-04 7.995355e-04 1.220111e-03 1.731718e-03 2.292501e-03
[12,] 7.034944e-04 1.144362e-03 1.724165e-03 2.411218e-03 3.137045e-03
[13,] 9.497639e-04 1.530473e-03 2.280168e-03 3.147534e-03 4.034027e-03
[14,] 1.194873e-03 1.910232e-03 2.818352e-03 3.845946e-03 4.864256e-03
[15,] 1.399156e-03 2.222399e-03 3.251906e-03 4.393175e-03 5.491366e-03
[16,] 1.523237e-03 2.407300e-03 3.498546e-03 4.685854e-03 5.796839e-03
[17,] 1.540322e-03 2.425254e-03 3.505676e-03 4.661879e-03 5.715800e-03
[18,] 1.445856e-03 2.270779e-03 3.269063e-03 4.322249e-03 5.259585e-03
[19,] 1.260065e-03 1.976023e-03 2.836507e-03 3.733592e-03 4.515204e-03
[20,] 1.022090e-03 1.601644e-03 2.294545e-03 3.009878e-03 3.621598e-03
[21,] 7.785876e-04 1.219489e-03 1.744300e-03 2.281450e-03 2.732955e-03
[22,] 5.720105e-04 8.948533e-04 1.277115e-03 1.664611e-03 1.984175e-03
[23,] 4.329030e-04 6.748445e-04 9.587570e-04 1.242415e-03 1.470052e-03
[24,] 3.773960e-04 5.846238e-04 8.245056e-04 1.059214e-03 1.240371e-03
[25,] 4.079990e-04 6.286465e-04 8.810869e-04 1.123638e-03 1.304375e-03
[26,] 5.149093e-04 7.926309e-04 1.109456e-03 1.412334e-03 1.635582e-03
[27,] 6.766245e-04 1.044344e-03 1.465717e-03 1.870984e-03 2.172905e-03
[28,] 8.610860e-04 1.335067e-03 1.882764e-03 2.415880e-03 2.821911e-03
[29,] 1.029702e-03 1.605442e-03 2.277930e-03 2.942923e-03 3.464309e-03
[30,] 1.145272e-03 1.797441e-03 2.569326e-03 3.347731e-03 3.980226e-03
[31,] 1.181872e-03 1.869631e-03 2.697107e-03 3.552338e-03 4.278267e-03
[32,] 1.132429e-03 1.809147e-03 2.640507e-03 3.526863e-03 4.320070e-03
[33,] 1.010025e-03 1.634147e-03 2.421715e-03 3.294741e-03 4.126174e-03
[34,] 8.420496e-04 1.385156e-03 2.094232e-03 2.918375e-03 3.759747e-03
[35,] 6.600756e-04 1.109667e-03 1.721717e-03 2.472954e-03 3.297443e-03
[36,] 4.902690e-04 8.474610e-04 1.357864e-03 2.021954e-03 2.803221e-03
[37,] 3.481183e-04 6.225476e-04 1.035621e-03 1.604752e-03 2.316759e-03
[38,] 2.383665e-04 4.431056e-04 7.674549e-04 1.238029e-03 1.857329e-03
[39,] 1.583839e-04 3.065950e-04 5.524801e-04 9.249627e-04 1.434934e-03
[40,] 1.023050e-04 2.058510e-04 3.843949e-04 6.642477e-04 1.058994e-03
[41,] 6.402375e-05 1.332705e-04 2.563700e-04 4.543970e-04 7.399978e-04
[42,] 3.853676e-05 8.247613e-05 1.624277e-04 2.935814e-04 4.859167e-04
[43,] 2.211067e-05 4.835815e-05 9.696565e-05 1.778918e-04 2.981032e-04
[44,] 1.198872e-05 2.665779e-05 5.419064e-05 1.005608e-04 1.701520e-04
[45,] 6.099287e-06 1.373452e-05 2.821711e-05 5.283623e-05 9.010190e-05
[46,] 2.895851e-06 6.585395e-06 1.364411e-05 2.573768e-05 4.418071e-05
[47,] 1.278214e-06 2.929898e-06 6.113006e-06 1.160424e-05 2.003521e-05
[48,] 5.231580e-07 1.207189e-06 2.534003e-06 4.837300e-06 8.395964e-06
[49,] 1.982055e-07 4.600373e-07 9.709332e-07 1.863050e-06 3.249668e-06
[50,] 6.943304e-08 1.620120e-07 3.436671e-07 6.626550e-07 1.161337e-06
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.468431e-05 4.680383e-05 8.187217e-05 1.314569e-04 1.933338e-04
 [2,] 4.549028e-05 8.482517e-05 1.470793e-04 2.352394e-04 3.455652e-04
 [3,] 7.964769e-05 1.445539e-04 2.466826e-04 3.912404e-04 5.725212e-04
 [4,] 1.340935e-04 2.337927e-04 3.887488e-04 6.072348e-04 8.813963e-04
 [5,] 2.198769e-04 3.631184e-04 5.808348e-04 8.849417e-04 1.265791e-03
 [6,] 3.547733e-04 5.485674e-04 8.323438e-04 1.221525e-03 1.705787e-03
 [7,] 5.656222e-04 8.146720e-04 1.158636e-03 1.615189e-03 2.175300e-03
 [8,] 8.880369e-04 1.195067e-03 1.583878e-03 2.071926e-03 2.654210e-03
 [9,] 1.360589e-03 1.726943e-03 2.137877e-03 2.607397e-03 3.137839e-03
[10,] 2.011889e-03 2.437173e-03 2.843458e-03 3.238439e-03 3.635449e-03
[11,] 2.842475e-03 3.322339e-03 3.696194e-03 3.964392e-03 4.155088e-03
[12,] 3.807768e-03 4.330374e-03 4.644947e-03 4.746512e-03 4.681798e-03
[13,] 4.811013e-03 5.354367e-03 5.585284e-03 5.498733e-03 5.163164e-03
[14,] 5.713586e-03 6.246378e-03 6.374364e-03 6.099750e-03 5.514319e-03
[15,] 6.363895e-03 6.850997e-03 6.866173e-03 6.425744e-03 5.643762e-03
[16,] 6.637619e-03 7.048636e-03 6.955060e-03 6.391145e-03 5.488596e-03
[17,] 6.475425e-03 6.792552e-03 6.610111e-03 5.979423e-03 5.041720e-03
[18,] 5.903400e-03 6.124942e-03 5.886299e-03 5.250503e-03 4.357985e-03
[19,] 5.027628e-03 5.165845e-03 4.908613e-03 4.322793e-03 3.537760e-03
[20,] 4.005198e-03 4.080015e-03 3.837004e-03 3.339217e-03 2.697279e-03
[21,] 3.003872e-03 3.035649e-03 2.826962e-03 2.432074e-03 1.939502e-03
[22,] 2.166346e-03 2.170550e-03 2.000055e-03 1.699257e-03 1.336099e-03
[23,] 1.590270e-03 1.575326e-03 1.431756e-03 1.196850e-03 9.238103e-04
[24,] 1.325224e-03 1.293295e-03 1.154582e-03 9.448717e-04 7.114173e-04
[25,] 1.379039e-03 1.328784e-03 1.168027e-03 9.379946e-04 6.901181e-04
[26,] 1.723759e-03 1.654132e-03 1.446306e-03 1.153524e-03 8.410697e-04
[27,] 2.296937e-03 2.211302e-03 1.940391e-03 1.553816e-03 1.138023e-03
[28,] 3.002419e-03 2.912216e-03 2.578056e-03 2.086297e-03 1.547490e-03
[29,] 3.719297e-03 3.646248e-03 3.269434e-03 2.687060e-03 2.030757e-03
[30,] 4.324008e-03 4.299780e-03 3.922284e-03 3.291224e-03 2.549789e-03
[31,] 4.720557e-03 4.783073e-03 4.462795e-03 3.846516e-03 3.074146e-03
[32,] 4.865020e-03 5.051410e-03 4.850744e-03 4.321343e-03 3.582631e-03
[33,] 4.770748e-03 5.108053e-03 5.078944e-03 4.700353e-03 4.055665e-03
[34,] 4.491186e-03 4.987136e-03 5.156939e-03 4.969401e-03 4.461849e-03
[35,] 4.090802e-03 4.727787e-03 5.090580e-03 5.101374e-03 4.749425e-03
[36,] 3.621077e-03 4.356187e-03 4.872733e-03 5.055919e-03 4.853177e-03
[37,] 3.113018e-03 3.885340e-03 4.492109e-03 4.796903e-03 4.717876e-03
[38,] 2.585184e-03 3.328764e-03 3.953231e-03 4.317829e-03 4.326830e-03
[39,] 2.056547e-03 2.714847e-03 3.292021e-03 3.658226e-03 3.718391e-03
[40,] 1.553123e-03 2.089982e-03 2.574863e-03 2.899175e-03 2.979332e-03
[41,] 1.104591e-03 1.508266e-03 1.880884e-03 2.139504e-03 2.217841e-03
[42,] 7.351354e-04 1.015120e-03 1.277987e-03 1.465642e-03 1.530226e-03
[43,] 4.557097e-04 6.348766e-04 8.054596e-04 9.300559e-04 9.770391e-04
[44,] 2.622811e-04 3.680705e-04 4.700182e-04 5.459595e-04 5.767091e-04
[45,] 1.398512e-04 1.974877e-04 2.536396e-04 2.962072e-04 3.144886e-04
[46,] 6.898748e-05 9.796266e-05 1.264779e-04 1.484456e-04 1.583704e-04
[47,] 3.145434e-05 4.489506e-05 5.824936e-05 6.869374e-05 7.362889e-05
[48,] 1.324774e-05 1.900059e-05 2.476910e-05 2.934574e-05 3.159760e-05
[49,] 5.152169e-06 7.424135e-06 9.722626e-06 1.157142e-05 1.251539e-05
[50,] 1.849789e-06 2.677688e-06 3.522547e-06 4.211166e-06 4.574990e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.606747e-04 3.238360e-04 3.750201e-04 4.139470e-04 4.509765e-04
 [2,] 4.658483e-04 5.781894e-04 6.669756e-04 7.290083e-04 7.796582e-04
 [3,] 7.705842e-04 9.551539e-04 1.098196e-03 1.190583e-03 1.253098e-03
 [4,] 1.181535e-03 1.460994e-03 1.674371e-03 1.802779e-03 1.871775e-03
 [5,] 1.683226e-03 2.071863e-03 2.365259e-03 2.531100e-03 2.597924e-03
 [6,] 2.236246e-03 2.730008e-03 3.099308e-03 3.296528e-03 3.350645e-03
 [7,] 2.786333e-03 3.354179e-03 3.774811e-03 3.986941e-03 4.017611e-03
 [8,] 3.282605e-03 3.863498e-03 4.287726e-03 4.486530e-03 4.483868e-03
 [9,] 3.696178e-03 4.205013e-03 4.566003e-03 4.713277e-03 4.668483e-03
[10,] 4.027617e-03 4.370404e-03 4.593851e-03 4.647415e-03 4.553031e-03
[11,] 4.296844e-03 4.391634e-03 4.412707e-03 4.336132e-03 4.187665e-03
[12,] 4.520247e-03 4.317511e-03 4.098136e-03 3.871765e-03 3.671115e-03
[13,] 4.689243e-03 4.185078e-03 3.725679e-03 3.354964e-03 3.114271e-03
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 [9,] 0.025121150 0.025407249 0.024948902 0.024078996 0.023207513 0.022687260
[10,] 0.027860693 0.028155289 0.027489229 0.026236049 0.024903070 0.023960608
[11,] 0.030243697 0.030616562 0.029815721 0.028228775 0.026444608 0.025051512
[12,] 0.032351838 0.032897019 0.032073245 0.030251971 0.028079046 0.026250207
[13,] 0.034200481 0.035015767 0.034298890 0.032375377 0.029917147 0.027705908
[14,] 0.035689763 0.036849877 0.036360850 0.034476547 0.031860569 0.029349229
[15,] 0.036618911 0.038149677 0.037974338 0.036256613 0.033617107 0.030907733
[16,] 0.036751353 0.038612348 0.038781898 0.037325199 0.034788766 0.031997178
[17,] 0.035899503 0.037980764 0.038463303 0.037317664 0.034993110 0.032245067
[18,] 0.033999280 0.036134544 0.036839751 0.036007620 0.033978782 0.031404451
[19,] 0.031154143 0.033149468 0.033946226 0.033387464 0.031707768 0.029430907
[20,] 0.027636400 0.029309060 0.030053207 0.029697533 0.028386600 0.026508610
[21,] 0.023841324 0.025060075 0.025626783 0.025392056 0.024436568 0.023020489
[22,] 0.020203163 0.020919080 0.021232371 0.021045999 0.020407448 0.019469555
[23,] 0.017099499 0.017358254 0.017410289 0.017229787 0.016859819 0.016374518
[24,] 0.014778753 0.014710686 0.014565969 0.014394061 0.014254459 0.014172228
[25,] 0.013335123 0.013126505 0.012910178 0.012800092 0.012880898 0.013152263
[26,] 0.012730017 0.012584441 0.012457805 0.012506009 0.012834173 0.013429169
[27,] 0.012836406 0.012937127 0.013066381 0.013393081 0.014026720 0.014941252
[28,] 0.013478024 0.013960305 0.014485888 0.015207588 0.016216627 0.017463596
[29,] 0.014450375 0.015388833 0.016402413 0.017604009 0.019043811 0.020633984
[30,] 0.015531656 0.016942745 0.018476526 0.020190808 0.022077967 0.023999208
[31,] 0.016501615 0.018357075 0.020386117 0.022585550 0.024883160 0.027085377
[32,] 0.017177314 0.019421863 0.021876057 0.024477164 0.027092515 0.029481923
[33,] 0.017454554 0.020021144 0.022801436 0.025678819 0.028473025 0.030916552
[34,] 0.017330086 0.020148498 0.023142688 0.026149055 0.028956956 0.031297320
[35,] 0.016885940 0.019884168 0.022979863 0.025969002 0.028627237 0.030708887
[36,] 0.016240625 0.019341584 0.022435656 0.025284993 0.027663772 0.029366557
[37,] 0.015494245 0.018611971 0.021616427 0.024244271 0.026274402 0.027545662
[38,] 0.014697463 0.017736868 0.020581132 0.022953265 0.024638089 0.025509713
[39,] 0.013855228 0.016717894 0.019348164 0.021471218 0.022876848 0.023456843
[40,] 0.012951508 0.015547191 0.017924513 0.019828895 0.021055138 0.021493767
[41,] 0.011971256 0.014231655 0.016330482 0.018050206 0.019193513 0.019636311
[42,] 0.010906535 0.012795983 0.014603876 0.016161302 0.017284420 0.017830661
[43,] 0.009752419 0.011270988 0.012788624 0.014188728 0.015307463 0.015989242
[44,] 0.008506997 0.009684846 0.010925023 0.012158841 0.013247720 0.014034389
[45,] 0.007182039 0.008067844 0.009052982 0.010106371 0.011117108 0.011938768
[46,] 0.005816619 0.006465067 0.007223892 0.008086907 0.008970139 0.009747833
[47,] 0.004479843 0.004942417 0.005506945 0.006180378 0.006902449 0.007573199
[48,] 0.003256145 0.003576773 0.003980170 0.004477728 0.005028363 0.005558299
[49,] 0.002219792 0.002434315 0.002709391 0.003055777 0.003446826 0.003831861
[50,] 0.001412698 0.001550045 0.001727840 0.001954131 0.002212476 0.002470428
            [,37]       [,38]       [,39]       [,40]       [,41]       [,42]
 [1,] 0.002685747 0.002846230 0.003031559 0.003225869 0.003388033 0.003460845
 [2,] 0.004411479 0.004647668 0.004914730 0.005187061 0.005404060 0.005482616
 [3,] 0.006752169 0.007077795 0.007439226 0.007795736 0.008062447 0.008126410
 [4,] 0.009640912 0.010062384 0.010525316 0.010966116 0.011270466 0.011293362
 [5,] 0.012864381 0.013377094 0.013943023 0.014465632 0.014795012 0.014752963
 [6,] 0.016089497 0.016675162 0.017340758 0.017945163 0.018295007 0.018177239
 [7,] 0.018952289 0.019578020 0.020335407 0.021027077 0.021406216 0.021221007
 [8,] 0.021183015 0.021802729 0.022638071 0.023425581 0.023853349 0.023623794
 [9,] 0.022711600 0.023269777 0.024160163 0.025046883 0.025541134 0.025290338
[10,] 0.023695043 0.024131880 0.025041622 0.026014425 0.026575202 0.026307445
[11,] 0.024442803 0.024698940 0.025576624 0.026596384 0.027193085 0.026881193
[12,] 0.025270450 0.025289749 0.026067165 0.027065024 0.027633381 0.027219812
[13,] 0.026351953 0.026082808 0.026677035 0.027558316 0.028008678 0.027420463
[14,] 0.027640016 0.027038184 0.027358904 0.028014768 0.028248658 0.027419280
[15,] 0.028884130 0.027920858 0.027884880 0.028210767 0.028140827 0.027029877
[16,] 0.029726389 0.028402816 0.027955261 0.027873646 0.027442432 0.026046641
[17,] 0.029826728 0.028190103 0.027326908 0.026809203 0.026003009 0.024356934
[18,] 0.028971602 0.027124362 0.025906697 0.024986730 0.023840842 0.022008745
[19,] 0.027139457 0.025232618 0.023784304 0.022556440 0.021149082 0.019210787
[20,] 0.024514374 0.022723099 0.021208309 0.019808271 0.018243387 0.016277151
[21,] 0.021450434 0.019938686 0.018526295 0.017099979 0.015483085 0.013548888
[22,] 0.018398613 0.017286012 0.016113252 0.014783993 0.013198154 0.011324770
[23,] 0.015817868 0.015161006 0.014308791 0.013153295 0.011641758 0.009819843
[24,] 0.014095712 0.013888913 0.013374717 0.012412858 0.010971534 0.009153189
[25,] 0.013494904 0.013686199 0.013472226 0.012669874 0.011249348 0.009353530
[26,] 0.014126589 0.014639111 0.014648620 0.013929319 0.012444653 0.010368170
[27,] 0.015939992 0.016689632 0.016824671 0.016086365 0.014433438 0.012067906
[28,] 0.018722602 0.019628022 0.019785517 0.018920476 0.016997935 0.014252203
[29,] 0.022116436 0.023102945 0.023189194 0.022105837 0.019840169 0.016664813
[30,] 0.025661185 0.026661890 0.026605416 0.025248858 0.022617097 0.019024342
[31,] 0.028866548 0.029822231 0.029582384 0.027947799 0.024990256 0.021061775
[32,] 0.031300226 0.032156863 0.031723872 0.029856380 0.026672970 0.022550645
[33,] 0.032667540 0.033370833 0.032755326 0.030734017 0.027462798 0.023323080
[34,] 0.032860351 0.033350552 0.032566612 0.030477574 0.027261230 0.023279514
[35,] 0.031963617 0.032177499 0.031228914 0.029138586 0.026090365 0.022405613
[36,] 0.030220146 0.030105364 0.028984830 0.026926109 0.024107817 0.020797972
[37,] 0.027963695 0.027503058 0.026206889 0.024184358 0.021604283 0.018679623
[38,] 0.025537041 0.024771175 0.023321743 0.021332125 0.018962062 0.016377595
[39,] 0.023215031 0.022248792 0.020710497 0.018766119 0.016568415 0.014249947
[40,] 0.021151368 0.020135855 0.018612870 0.016754760 0.014706768 0.012580938
[41,] 0.019361685 0.018456303 0.017070383 0.015364081 0.013470237 0.011488417
[42,] 0.017746039 0.017075838 0.015933557 0.014450526 0.012739262 0.010888567
[43,] 0.016143736 0.015769507 0.014933640 0.013728236 0.012237972 0.010537998
[44,] 0.014403864 0.014315579 0.013792368 0.012885246 0.011647411 0.010136283
[45,] 0.012448334 0.012581222 0.012326764 0.011700937 0.010727350 0.009443569
[46,] 0.010304518 0.010567998 0.010508367 0.010117442 0.009395913 0.008362775
[47,] 0.008095352 0.008402076 0.008457319 0.008240529 0.007738437 0.006955704
[48,] 0.005993006 0.006278437 0.006381482 0.006278782 0.005951585 0.005395747
[49,] 0.004158514 0.004387661 0.004493591 0.004456009 0.004256764 0.003887988
[50,] 0.002694064 0.002857698 0.002943794 0.002937456 0.002824297 0.002596266
            [,43]       [,44]       [,45]       [,46]        [,47]        [,48]
 [1,] 0.003390959 0.003150770 0.002752009 0.002244503 0.0017005240 0.0011919397
 [2,] 0.005345165 0.004951390 0.004318849 0.003522270 0.0026710741 0.0018751698
 [3,] 0.007883033 0.007278374 0.006337904 0.005166926 0.0039204822 0.0027556165
 [4,] 0.010903122 0.010033479 0.008720450 0.007104251 0.0053914563 0.0037925612
 [5,] 0.014183104 0.013010448 0.011284815 0.009183911 0.0069680434 0.0049031325
 [6,] 0.017414215 0.015927545 0.013784876 0.011202505 0.0084928378 0.0059741623
 [7,] 0.020275194 0.018493157 0.015965529 0.012947876 0.0098001776 0.0068853892
 [8,] 0.022522742 0.020483873 0.017627733 0.014250886 0.0107551363 0.0075369803
 [9,] 0.024061379 0.021804260 0.018678668 0.015026144 0.0112849911 0.0078723361
[10,] 0.024957894 0.022500653 0.019145752 0.015285939 0.0113920094 0.0078886530
[11,] 0.025387791 0.022719159 0.019146811 0.015121308 0.0111428758 0.0076318368
[12,] 0.025535189 0.022624523 0.018828092 0.014657578 0.0106388386 0.0071777480
[13,] 0.025494892 0.022318131 0.018298162 0.014003498 0.0099786603 0.0066068883
[14,] 0.025227253 0.021796120 0.017589127 0.013216695 0.0092298641 0.0059824061
[15,] 0.024588628 0.020967991 0.016662928 0.012300256 0.0084198183 0.0053397602
[16,] 0.023418750 0.019723253 0.015456314 0.011228823 0.0075479870 0.0046905416
[17,] 0.021637319 0.018008818 0.013938101 0.009987407 0.0066098914 0.0040358593
[18,] 0.019302536 0.015878047 0.012148547 0.008601386 0.0056185736 0.0033806525
[19,] 0.016610108 0.013492022 0.010204065 0.007143931 0.0046130683 0.0027415317
[20,] 0.013842880 0.011079789 0.008270301 0.005720933 0.0036521381 0.0021457747
[21,] 0.011300292 0.008881176 0.006520610 0.004444243 0.0027992340 0.0016241996
[22,] 0.009237169 0.007096937 0.005098946 0.003406614 0.0021072525 0.0012028940
[23,] 0.007828641 0.005860607 0.004098787 0.002667099 0.0016092511 0.0008978129
[24,] 0.007162000 0.005232988 0.003559369 0.002248509 0.0013167431 0.0007136687
[25,] 0.007244995 0.005210781 0.003473195 0.002143119 0.0012235630 0.0006462620
[26,] 0.008017706 0.005738948 0.003797075 0.002321400 0.0013120616 0.0006864539
[27,] 0.009361470 0.006721239 0.004462191 0.002740344 0.0015592260 0.0008242288
[28,] 0.011107615 0.008030057 0.005383110 0.003350542 0.0019416169 0.0010518069
[29,] 0.013052860 0.009519433 0.006467127 0.004101900 0.0024382496 0.0013647499
[30,] 0.014983102 0.011040876 0.007622618 0.004946220 0.0030296819 0.0017595865
[31,] 0.016697918 0.012455730 0.008761709 0.005833554 0.0036914181 0.0022268735
[32,] 0.018025266 0.013637530 0.009794262 0.006701826 0.0043824973 0.0027410070
[33,] 0.018824699 0.014466787 0.010618289 0.007465970 0.0050353777 0.0032519196
[34,] 0.018990771 0.014831635 0.011120141 0.008018560 0.0055569630 0.0036861241
[35,] 0.018471526 0.014648451 0.011196520 0.008251421 0.0058477775 0.0039620228
[36,] 0.017302874 0.013901828 0.010796201 0.008095137 0.0058360250 0.0040166402
[37,] 0.015637898 0.012682376 0.009960871 0.007558142 0.0055114260 0.0038323177
[38,] 0.013740406 0.011191718 0.008836849 0.006741159 0.0049394534 0.0034489336
[39,] 0.011926367 0.009697224 0.007641276 0.005812903 0.0042447100 0.0029532416
[40,] 0.010467878 0.008447917 0.006591699 0.004953916 0.0035685543 0.0024488644
[41,] 0.009500873 0.007588222 0.005830198 0.004293733 0.0030202261 0.0020207474
[42,] 0.008981388 0.007110954 0.005377895 0.003870550 0.0026438351 0.0017101583
[43,] 0.008713078 0.006872201 0.005140349 0.003630505 0.0024144865 0.0015098561
[44,] 0.008434003 0.006660213 0.004958906 0.003463617 0.0022618582 0.0013785393
[45,] 0.007922755 0.006285111 0.004681857 0.003256809 0.0021073024 0.0012652047
[46,] 0.007077168 0.005649004 0.004222696 0.002939127 0.0018966874 0.0011314560
[47,] 0.005935459 0.004769227 0.003582646 0.002501478 0.0016162005 0.0009631446
[48,] 0.004639499 0.003752383 0.002834226 0.001987577 0.0012883133 0.0007692419
[49,] 0.003366137 0.002739509 0.002080710 0.001466289 0.0009544154 0.0005718479
[50,] 0.002261778 0.001851540 0.001413968 0.001001464 0.0006548762 0.0003940214
             [,49]        [,50]
 [1,] 0.0007703504 0.0004578234
 [2,] 0.0012143378 0.0007233129
 [3,] 0.0017874005 0.0010666501
 [4,] 0.0024629388 0.0014718874
 [5,] 0.0031863083 0.0019058896
 [6,] 0.0038823601 0.0023227589
 [7,] 0.0044705030 0.0026728814
 [8,] 0.0048827799 0.0029139115
 [9,] 0.0050791949 0.0030202576
[10,] 0.0050555138 0.0029882310
[11,] 0.0048412344 0.0028354336
[12,] 0.0044885641 0.0025946950
[13,] 0.0040563082 0.0023045712
[14,] 0.0035945475 0.0019996595
[15,] 0.0031356283 0.0017040689
[16,] 0.0026939352 0.0014299191
[17,] 0.0022726100 0.0011803429
[18,] 0.0018723903 0.0009545203
[19,] 0.0014977835 0.0007519127
[20,] 0.0011583906 0.0005740736
[21,] 0.0008662894 0.0004241360
[22,] 0.0006320908 0.0003052025
[23,] 0.0004620747 0.0002189676
[24,] 0.0003574955 0.0001653061
[25,] 0.0003158316 0.0001428658
[26,] 0.0003330964 0.0001502897
[27,] 0.0004062943 0.0001875776
[28,] 0.0005352221 0.0002570524
[29,] 0.0007226873 0.0003632587
[30,] 0.0009720375 0.0005110397
[31,] 0.0012813882 0.0007014483
[32,] 0.0016357583 0.0009263694
[33,] 0.0020009190 0.0011643759
[34,] 0.0023241726 0.0013811684
[35,] 0.0025453405 0.0015366755
[36,] 0.0026158614 0.0015974616
[37,] 0.0025180232 0.0015493787
[38,] 0.0022743584 0.0014041001
[39,] 0.0019413297 0.0011957187
[40,] 0.0015895416 0.0009686755
[41,] 0.0012796926 0.0007627034
[42,] 0.0010450725 0.0006015293
[43,] 0.0008871321 0.0004894622
[44,] 0.0007837161 0.0004157301
[45,] 0.0007040338 0.0003630674
[46,] 0.0006228160 0.0003160878
[47,] 0.0005282211 0.0002662365
[48,] 0.0004220671 0.0002124384
[49,] 0.0003145848 0.0001585960
[50,] 0.0002175645 0.0001100308

> 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  
   89.81512      0.01495  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/79jzn1226313164.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] 2.864442 2.911199 2.957957 3.004714 3.051472 3.098229 3.144987 3.191744
 [9] 3.238501 3.285259 3.332016 3.378774 3.425531 3.472289 3.519046 3.565804
[17] 3.612561 3.659319 3.706076 3.752834 3.799591 3.846349 3.893106 3.939864
[25] 3.986621 4.033379 4.080136 4.126894 4.173651 4.220409 4.267166 4.313924
[33] 4.360681 4.407439 4.454196 4.500954 4.547711 4.594469 4.641226 4.687984
[41] 4.734741 4.781499 4.828256 4.875013 4.921771 4.968528 5.015286 5.062043
[49] 5.108801 5.155558

$yords
 [1]  35.42824  37.21484  39.00144  40.78805  42.57465  44.36125  46.14785
 [8]  47.93446  49.72106  51.50766  53.29426  55.08087  56.86747  58.65407
[15]  60.44067  62.22728  64.01388  65.80048  67.58708  69.37369  71.16029
[22]  72.94689  74.73349  76.52010  78.30670  80.09330  81.87990  83.66651
[29]  85.45311  87.23971  89.02631  90.81292  92.59952  94.38612  96.17272
[36]  97.95933  99.74593 101.53253 103.31913 105.10574 106.89234 108.67894
[43] 110.46554 112.25215 114.03875 115.82535 117.61195 119.39856 121.18516
[50] 122.97176

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.534000e-02 3.517665e-02 4.428345e-02 5.055543e-02 5.233996e-02
 [2,] 4.042826e-02 5.686856e-02 7.254353e-02 8.391979e-02 8.803785e-02
 [3,] 5.971412e-02 8.511452e-02 1.100194e-01 1.289658e-01 1.370942e-01
 [4,] 8.165500e-02 1.179366e-01 1.544735e-01 1.834841e-01 1.976434e-01
 [5,] 1.033719e-01 1.512892e-01 2.007947e-01 2.416775e-01 2.637907e-01
 [6,] 1.211538e-01 1.796725e-01 2.416380e-01 2.947056e-01 3.259500e-01
 [7,] 1.314590e-01 1.975482e-01 2.692125e-01 3.327032e-01 3.728708e-01
 [8,] 1.320609e-01 2.010909e-01 2.776839e-01 3.477355e-01 3.949005e-01
 [9,] 1.228371e-01 1.895281e-01 2.651918e-01 3.365027e-01 3.872211e-01
[10,] 1.058271e-01 1.654377e-01 2.345427e-01 3.015490e-01 3.515937e-01
[11,] 8.453909e-02 1.338682e-01 1.922530e-01 2.504025e-01 2.957807e-01
[12,] 6.285627e-02 1.007335e-01 1.464408e-01 1.931048e-01 2.309679e-01
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 [1,] 0.1379702 0.09721778 0.06225640 0.03621782 0.01913693 0.009183027
 [2,] 0.2156178 0.15388560 0.09982494 0.05883100 0.03149194 0.015309628
 [3,] 0.3120492 0.22554897 0.14820307 0.08847842 0.04798045 0.023630651
 [4,] 0.4182966 0.30614259 0.20373614 0.12320654 0.06768282 0.033769619
 [5,] 0.5195383 0.38488973 0.25937392 0.15886540 0.08840218 0.044681700
 [6,] 0.5982661 0.44837835 0.30586873 0.18970955 0.10692025 0.054741149
 [7,] 0.6394683 0.48435567 0.33426843 0.20986684 0.11977211 0.062106519
 [8,] 0.6358439 0.48586492 0.33885505 0.21521132 0.12431848 0.065272248
 [9,] 0.5906988 0.45390046 0.31926341 0.20485464 0.11967860 0.063589599
[10,] 0.5171655 0.39733908 0.28079282 0.18156553 0.10709609 0.057520881
[11,] 0.4342316 0.33024633 0.23279796 0.15093393 0.08957024 0.048508553
[12,] 0.3615881 0.26792626 0.18598288 0.11971271 0.07094714 0.038530525
[13,] 0.3155675 0.22348971 0.14983836 0.09411186 0.05490348 0.029557102
[14,] 0.3074001 0.20609976 0.13115812 0.07870689 0.04423694 0.023140389
[15,] 0.3435126 0.22094734 0.13383985 0.07619258 0.04065228 0.020263086
[16,] 0.4266431 0.27018095 0.15954147 0.08778234 0.04497160 0.021433708
[17,] 0.5566059 0.35386905 0.20854954 0.11385485 0.05755026 0.026922399
[18,] 0.7302772 0.47046985 0.28038874 0.15449798 0.07867415 0.037011244
[19,] 0.9411194 0.61677296 0.37398765 0.20974646 0.10877712 0.052154208
[20,] 1.1788398 0.78753324 0.48740441 0.27942567 0.14837777 0.072967117
[21,] 1.4296252 0.97506023 0.61721930 0.36260777 0.19769586 0.100000325
[22,] 1.6771456 1.16906466 0.75785495 0.45684720 0.25603001 0.133320586
[23,] 1.9044140 1.35719616 0.90132691 0.55761053 0.32117486 0.172060099
[24,] 2.0965178 1.52673768 1.03805239 0.65848568 0.38932095 0.214219262
[25,] 2.2439394 1.66754479 1.15904851 0.75258793 0.45581927 0.257010161
[26,] 2.3455602 1.77547554 1.25904683 0.83495829 0.51678723 0.297801683
[27,] 2.4098595 1.85467766 1.33910569 0.90492117 0.57091280 0.335323088
[28,] 2.4528900 1.91692084 1.40692184 0.96690164 0.62037356 0.370438964
[29,] 2.4927258 1.97718996 1.47379036 1.02862860 0.66995877 0.405828618
[30,] 2.5419329 2.04672810 1.54891345 1.09698829 0.72437205 0.444419306
[31,] 2.6011907 2.12655018 1.63356959 1.17334729 0.78486636 0.487208155
[32,] 2.6572923 2.20482437 1.71826160 1.25087573 0.84703922 0.531651747
[33,] 2.6869557 2.25987558 1.78470541 1.31559893 0.90120342 0.571652620
[34,] 2.6650140 2.26769026 1.81198589 1.35092530 0.93537419 0.599324081
[35,] 2.5733581 2.21046300 1.78397039 1.34348169 0.93943817 0.607694199
[36,] 2.4068640 2.08241352 1.69458504 1.28750023 0.90848423 0.593011395
[37,] 2.1744277 1.89090358 1.54904215 1.18606438 0.84393537 0.555660393
[38,] 1.8957365 1.65341551 1.36138891 1.04936804 0.75246677 0.499580469
[39,] 1.5959249 1.39254503 1.15026934 0.89146699 0.64374498 0.430834221
[40,] 1.3001985 1.13111955 0.93482103 0.72710649 0.52817567 0.356138813
[41,] 1.0295631 0.88851386 0.73166617 0.56942712 0.41528342 0.281808950
[42,] 0.7980043 0.67831310 0.55304238 0.42855023 0.31271495 0.213109175
[43,] 0.6112682 0.50722572 0.40585122 0.31078761 0.22563355 0.153833096
[44,] 0.4674260 0.37529757 0.29159609 0.21840956 0.15642753 0.106036366
[45,] 0.3591375 0.27744452 0.20729037 0.15008037 0.10483980 0.070007954
[46,] 0.2769122 0.20592002 0.14718083 0.10195220 0.06858492 0.044568869
[47,] 0.2121929 0.15289321 0.10475502 0.06911028 0.04430288 0.027643702
[48,] 0.1591948 0.11226344 0.07435913 0.04688395 0.02852593 0.016908482
[49,] 0.1151266 0.08026899 0.05198853 0.03163988 0.01835540 0.010298543
[50,] 0.0792126 0.05506000 0.03525230 0.02096745 0.01172703 0.006261641
            [,50]
 [1,] 0.004001596
 [2,] 0.006758793
 [3,] 0.010569001
 [4,] 0.015301435
 [5,] 0.020510336
 [6,] 0.025455072
 [7,] 0.029253449
 [8,] 0.031136701
 [9,] 0.030709847
[10,] 0.028101165
[11,] 0.023930697
[12,] 0.019116536
[13,] 0.014614336
[14,] 0.011204887
[15,] 0.009402968
[16,] 0.009493706
[17,] 0.011651681
[18,] 0.016080192
[19,] 0.023111918
[20,] 0.033220109
[21,] 0.046902814
[22,] 0.064440848
[23,] 0.085606078
[24,] 0.109481671
[25,] 0.134578981
[26,] 0.159327965
[27,] 0.182786503
[28,] 0.205183217
[29,] 0.227866652
[30,] 0.252494305
[31,] 0.279762180
[32,] 0.308354999
[33,] 0.334784587
[34,] 0.354320184
[35,] 0.362580299
[36,] 0.356986502
[37,] 0.337425450
[38,] 0.305986674
[39,] 0.266138113
[40,] 0.221845343
[41,] 0.176934448
[42,] 0.134705133
[43,] 0.097667871
[44,] 0.067343842
[45,] 0.044183000
[46,] 0.027679533
[47,] 0.016679656
[48,] 0.009774988
[49,] 0.005642280
[50,] 0.003240214

> 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  
     68.118        6.009  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/17laj1226313164.ps tmp/17laj1226313164.png")
> system("convert tmp/205xj1226313164.ps tmp/205xj1226313164.png")
> system("convert tmp/3s6nc1226313164.ps tmp/3s6nc1226313164.png")
> system("convert tmp/4kuka1226313164.ps tmp/4kuka1226313164.png")
> system("convert tmp/5j40z1226313164.ps tmp/5j40z1226313164.png")
> system("convert tmp/6wcde1226313164.ps tmp/6wcde1226313164.png")
> system("convert tmp/79jzn1226313164.ps tmp/79jzn1226313164.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.204   1.290   2.609