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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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
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> z <- c(72.50,59.40,85.70,88.20,62.80,87.00,79.20,112.00,79.20,132.10,40.10,69.00,59.40,73.80,57.40,81.10,46.60,41.40,71.20,67.90,72.00,145.50,39.70,51.90,73.70,70.90,60.80,61.00,54.50,39.10,66.60,58.50,59.80,80.90,37.30,44.60,48.70,54.00,49.50,61.60,35.00,35.70,51.30,49.00,41.50,72.50,42.10,44.10,45.10,50.30,40.90,47.20,36.90,40.90,38.30,46.30,28.40,78.40,36.80,50.70,42.80)
> y <- c(109.20,88.60,94.30,98.30,86.40,80.60,104.10,108.20,93.40,71.90,94.10,94.90,96.40,91.10,84.40,86.40,88.00,75.10,109.70,103.00,82.10,68.00,96.40,94.30,90.00,88.00,76.10,82.50,81.40,66.50,97.20,94.10,80.70,70.50,87.80,89.50,99.60,84.20,75.10,92.00,80.80,73.10,99.80,90.00,83.10,72.40,78.80,87.30,91.00,80.10,73.60,86.40,74.50,71.20,92.40,81.50,85.30,69.90,84.20,90.70,100.30)
> x <- c(110.40,96.40,101.90,106.20,81.00,94.70,101.00,109.40,102.30,90.70,96.20,96.10,106.00,103.10,102.00,104.70,86.00,92.10,106.90,112.60,101.70,92.00,97.40,97.00,105.40,102.70,98.10,104.50,87.40,89.90,109.80,111.70,98.60,96.90,95.10,97.00,112.70,102.90,97.40,111.40,87.40,96.80,114.10,110.30,103.90,101.60,94.60,95.90,104.70,102.80,98.10,113.90,80.90,95.70,113.20,105.90,108.80,102.30,99.00,100.70,115.50)
> 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/1fdh51226595513.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/22sgx1226595513.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/3t8m11226595513.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/46d1w1226595513.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/5iv311226595513.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  
    12.2855       0.7394  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6a2st1226595513.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]  58.73772  59.93618  61.13464  62.33310  63.53156  64.73002  65.92848
 [8]  67.12694  68.32540  69.52386  70.72232  71.92078  73.11924  74.31770
[15]  75.51617  76.71463  77.91309  79.11155  80.31001  81.50847  82.70693
[22]  83.90539  85.10385  86.30231  87.50077  88.69923  89.89769  91.09615
[29]  92.29461  93.49307  94.69153  95.88999  97.08845  98.28691  99.48537
[36] 100.68383 101.88230 103.08076 104.27922 105.47768 106.67614 107.87460
[43] 109.07306 110.27152 111.46998 112.66844 113.86690 115.06536 116.26382
[50] 117.46228

$yords
 [1]  17.33317  20.17467  23.01618  25.85768  28.69918  31.54069  34.38219
 [8]  37.22369  40.06520  42.90670  45.74820  48.58971  51.43121  54.27271
[15]  57.11422  59.95572  62.79722  65.63873  68.48023  71.32173  74.16324
[22]  77.00474  79.84624  82.68775  85.52925  88.37075  91.21225  94.05376
[29]  96.89526  99.73676 102.57827 105.41977 108.26127 111.10278 113.94428
[36] 116.78578 119.62729 122.46879 125.31029 128.15180 130.99330 133.83480
[43] 136.67631 139.51781 142.35931 145.20082 148.04232 150.88382 153.72533
[50] 156.56683

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 7.671974e-05 2.101410e-04 4.994612e-04 1.029463e-03 1.839076e-03
 [2,] 1.141579e-04 3.113123e-04 7.376400e-04 1.517674e-03 2.709869e-03
 [3,] 1.646872e-04 4.466610e-04 1.053990e-03 2.162633e-03 3.856354e-03
 [4,] 2.308009e-04 6.220570e-04 1.460591e-03 2.986256e-03 5.313961e-03
 [5,] 3.146304e-04 8.422521e-04 1.966627e-03 4.004050e-03 7.106018e-03
 [6,] 4.174578e-04 1.109655e-03 2.575767e-03 5.220319e-03 9.236058e-03
 [7,] 5.391991e-04 1.422934e-03 3.283062e-03 6.622314e-03 1.167834e-02
 [8,] 6.781106e-04 1.776010e-03 4.072394e-03 8.175057e-03 1.436900e-02
 [9,] 8.310704e-04 2.158249e-03 4.916183e-03 9.819866e-03 1.720264e-02
[10,] 9.947055e-04 2.556608e-03 5.779002e-03 1.147984e-02 2.003972e-02
[11,] 1.167333e-03 2.959812e-03 6.625648e-03 1.307375e-02 2.272791e-02
[12,] 1.351195e-03 3.363614e-03 7.432079e-03 1.453619e-02 2.513478e-02
[13,] 1.554003e-03 3.775064e-03 8.195385e-03 1.583746e-02 2.718225e-02
[14,] 1.788630e-03 4.213300e-03 8.937909e-03 1.699482e-02 2.886950e-02
[15,] 2.070122e-03 4.704985e-03 9.701664e-03 1.806769e-02 3.027222e-02
[16,] 2.410126e-03 5.274343e-03 1.053252e-02 1.913530e-02 3.151448e-02
[17,] 2.809956e-03 5.930125e-03 1.145802e-02 2.026229e-02 3.272014e-02
[18,] 3.254601e-03 6.653828e-03 1.246628e-02 2.146412e-02 3.396073e-02
[19,] 3.710251e-03 7.394087e-03 1.349450e-02 2.268556e-02 3.521914e-02
[20,] 4.127249e-03 8.070797e-03 1.443309e-02 2.380205e-02 3.638344e-02
[21,] 4.448705e-03 8.589427e-03 1.514640e-02 2.464548e-02 3.727379e-02
[22,] 4.622884e-03 8.862222e-03 1.550463e-02 2.504685e-02 3.769314e-02
[23,] 4.615814e-03 8.830044e-03 1.541728e-02 2.488195e-02 3.748380e-02
[24,] 4.420077e-03 8.477838e-03 1.485715e-02 2.410490e-02 3.657060e-02
[25,] 4.056867e-03 7.838669e-03 1.386729e-02 2.275912e-02 3.497760e-02
[26,] 3.570683e-03 6.985220e-03 1.254915e-02 2.096340e-02 3.281550e-02
[27,] 3.018607e-03 6.012001e-03 1.103698e-02 1.887986e-02 3.024750e-02
[28,] 2.457779e-03 5.014396e-03 9.467421e-03 1.667579e-02 2.744778e-02
[29,] 1.934881e-03 4.071023e-03 7.954035e-03 1.449188e-02 2.456692e-02
[30,] 1.480192e-03 3.233718e-03 6.573043e-03 1.242489e-02 2.171352e-02
[31,] 1.106797e-03 2.526192e-03 5.361640e-03 1.052627e-02 1.895338e-02
[32,] 8.138063e-04 1.949354e-03 4.325867e-03 8.812541e-03 1.632116e-02
[33,] 5.915047e-04 1.489813e-03 3.452752e-03 7.280331e-03 1.383638e-02
[34,] 4.264464e-04 1.128165e-03 2.721766e-03 5.919684e-03 1.151640e-02
[35,] 3.052190e-04 8.449665e-04 2.112585e-03 4.722087e-03 9.382670e-03
[36,] 2.164888e-04 6.238095e-04 1.608559e-03 3.682760e-03 7.460109e-03
[37,] 1.516046e-04 4.520388e-04 1.196891e-03 2.798990e-03 5.772156e-03
[38,] 1.043238e-04 3.201399e-04 8.672060e-04 2.066996e-03 4.334782e-03
[39,] 7.020087e-05 2.207176e-04 6.099419e-04 1.479309e-03 3.152019e-03
[40,] 4.599215e-05 1.476401e-04 4.153316e-04 1.023665e-03 2.214311e-03
[41,] 2.922796e-05 9.554763e-05 2.731778e-04 6.834956e-04 1.499746e-03
[42,] 1.796273e-05 5.968435e-05 1.732068e-04 4.395074e-04 9.774287e-04
[43,] 1.064955e-05 3.591289e-05 1.056735e-04 2.716948e-04 6.118634e-04
[44,] 6.078267e-06 2.077869e-05 6.193344e-05 1.611997e-04 3.672792e-04
[45,] 3.333867e-06 1.154163e-05 3.481543e-05 9.165322e-05 2.110773e-04
[46,] 1.754504e-06 6.145499e-06 1.874487e-05 4.986739e-05 1.159802e-04
[47,] 8.846687e-07 3.132552e-06 9.653444e-06 2.593044e-05 6.085291e-05
[48,] 4.268376e-07 1.526677e-06 4.749474e-06 1.287131e-05 3.045479e-05
[49,] 1.968265e-07 7.105710e-07 2.229963e-06 6.092644e-06 1.452409e-05
[50,] 8.665061e-08 3.155223e-07 9.981922e-07 2.747667e-06 6.595068e-06
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.846250e-03 3.815027e-03 4.428232e-03 4.452147e-03 3.880241e-03
 [2,] 4.197070e-03 5.636816e-03 6.564223e-03 6.630518e-03 5.815680e-03
 [3,] 5.973311e-03 8.034701e-03 9.385230e-03 9.525169e-03 8.411976e-03
 [4,] 8.226736e-03 1.107795e-02 1.297701e-02 1.323473e-02 1.177452e-02
 [5,] 1.098960e-02 1.480918e-02 1.739485e-02 1.782956e-02 1.598906e-02
 [6,] 1.426374e-02 1.923055e-02 2.264792e-02 2.333575e-02 2.110703e-02
 [7,] 1.800714e-02 2.428675e-02 2.867977e-02 2.971475e-02 2.712625e-02
 [8,] 2.212088e-02 2.984809e-02 3.534844e-02 3.684190e-02 3.396916e-02
 [9,] 2.644310e-02 3.570143e-02 4.241454e-02 4.449164e-02 4.146574e-02
[10,] 3.075794e-02 4.155957e-02 4.954896e-02 5.234157e-02 4.935196e-02
[11,] 3.482461e-02 4.709612e-02 5.636959e-02 6.000523e-02 5.729350e-02
[12,] 3.842409e-02 5.200434e-02 6.250616e-02 6.709439e-02 6.493684e-02
[13,] 4.141112e-02 5.606547e-02 6.767890e-02 7.329809e-02 7.197797e-02
[14,] 4.375250e-02 5.920324e-02 7.176541e-02 7.845385e-02 7.822794e-02
[15,] 4.553426e-02 6.150171e-02 7.482947e-02 8.258433e-02 8.365173e-02
[16,] 4.693022e-02 6.317497e-02 7.709673e-02 8.588291e-02 8.836449e-02
[17,] 4.813994e-02 6.449580e-02 7.888224e-02 8.864971e-02 9.258422e-02
[18,] 4.931718e-02 6.570734e-02 8.049331e-02 9.119833e-02 9.655575e-02
[19,] 5.051462e-02 6.694805e-02 8.213994e-02 9.376302e-02 1.004696e-01
[20,] 5.166446e-02 6.821484e-02 8.388040e-02 9.643313e-02 1.043976e-01
[21,] 5.260045e-02 6.937325e-02 8.561473e-02 9.913024e-02 1.082614e-01
[22,] 5.311108e-02 7.020606e-02 8.712156e-02 1.016283e-01 1.118352e-01
[23,] 5.300374e-02 7.048002e-02 8.812119e-02 1.036064e-01 1.147835e-01
[24,] 5.215728e-02 7.000729e-02 8.834377e-02 1.047183e-01 1.167225e-01
[25,] 5.054763e-02 6.868425e-02 8.758458e-02 1.046625e-01 1.172950e-01
[26,] 4.824242e-02 6.650117e-02 8.573605e-02 1.032383e-01 1.162434e-01
[27,] 4.537177e-02 6.352678e-02 8.279431e-02 1.003788e-01 1.134640e-01
[28,] 4.208968e-02 5.987897e-02 7.884442e-02 9.615310e-02 1.090264e-01
[29,] 3.854040e-02 5.569412e-02 7.403267e-02 9.074177e-02 1.031524e-01
[30,] 3.483962e-02 5.110501e-02 6.853545e-02 8.439176e-02 9.616066e-02
[31,] 3.107211e-02 4.623108e-02 6.253300e-02 7.736666e-02 8.839426e-02
[32,] 2.730149e-02 4.117975e-02 5.619360e-02 6.990660e-02 8.015712e-02
[33,] 2.358398e-02 3.605379e-02 4.966957e-02 6.220885e-02 7.167888e-02
[34,] 1.997909e-02 3.095898e-02 4.310262e-02 5.443152e-02 6.311695e-02
[35,] 1.655337e-02 2.600784e-02 3.663287e-02 4.671350e-02 5.458829e-02
[36,] 1.337690e-02 2.131715e-02 3.040539e-02 3.919782e-02 4.621172e-02
[37,] 1.051512e-02 1.699984e-02 2.456896e-02 3.204507e-02 3.813903e-02
[38,] 8.019332e-03 1.315323e-02 1.926581e-02 2.542942e-02 3.056011e-02
[39,] 5.919083e-03 9.846992e-03 1.461477e-02 1.951801e-02 2.368052e-02
[40,] 4.218384e-03 7.114236e-03 1.069361e-02 1.444220e-02 1.768216e-02
[41,] 2.896382e-03 4.948289e-03 7.527076e-03 1.027242e-02 1.268417e-02
[42,] 1.912016e-03 3.306171e-03 5.084797e-03 7.006133e-03 8.719147e-03
[43,] 1.211244e-03 2.117780e-03 3.289878e-03 4.572477e-03 5.731745e-03
[44,] 7.350731e-04 1.298271e-03 2.035118e-03 2.850720e-03 3.597568e-03
[45,] 4.266979e-04 7.605396e-04 1.201901e-03 1.695476e-03 2.153369e-03
[46,] 2.365982e-04 4.251931e-04 6.768462e-04 9.609263e-04 1.228133e-03
[47,] 1.251666e-04 2.266098e-04 3.630946e-04 5.185415e-04 6.670544e-04
[48,] 6.311118e-05 1.150259e-04 1.853984e-04 2.662570e-04 3.449695e-04
[49,] 3.030291e-05 5.556475e-05 9.004663e-05 1.300349e-04 1.698921e-04
[50,] 1.384518e-05 2.552762e-05 4.158007e-05 6.039011e-05 7.972406e-05
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 0.0029372237 0.0019402383 0.0011333589 0.0006119224 0.0003548601
 [2,] 0.0044408078 0.0029701745 0.0017685271 0.0009854833 0.0005984439
 [3,] 0.0064862185 0.0044006931 0.0026790035 0.0015463226 0.0009831556
 [4,] 0.0091781821 0.0063292167 0.0039510869 0.0023692744 0.0015746721
 [5,] 0.0126143603 0.0088588480 0.0056863973 0.0035494702 0.0024590584
 [6,] 0.0168737284 0.0120906828 0.0079980386 0.0052012829 0.0037426985
 [7,] 0.0219998295 0.0161107624 0.0110015267 0.0074525411 0.0055483619
 [8,] 0.0279803178 0.0209722019 0.0148002448 0.0104333037 0.0080067246
 [9,] 0.0347283595 0.0266763239 0.0194676690 0.0142602766 0.0112438843
[10,] 0.0420748323 0.0331595152 0.0250309671 0.0190197990 0.0153666522
[11,] 0.0497799614 0.0402928042 0.0314612183 0.0247530583 0.0204479055
[12,] 0.0575674509 0.0478975582 0.0386734735 0.0314461747 0.0265136271
[13,] 0.0651747157 0.0557740891 0.0465357124 0.0390253514 0.0335318049
[14,] 0.0724041439 0.0637337577 0.0548818725 0.0473551600 0.0414023996
[15,] 0.0791573371 0.0716229393 0.0635230072 0.0562379857 0.0499484326
[16,] 0.0854394977 0.0793307550 0.0722533724 0.0654152541 0.0589110835
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[21,] 5.066083e-04 1.803708e-04 6.879535e-05 5.941155e-05 1.162657e-04
[22,] 4.885037e-04 1.717947e-04 6.019888e-05 4.006137e-05 6.955689e-05
[23,] 4.654115e-04 1.619750e-04 5.352352e-05 2.769799e-05 4.014987e-05
[24,] 4.475836e-04 1.546475e-04 4.946867e-05 2.076516e-05 2.312008e-05
[25,] 4.454781e-04 1.540228e-04 4.935007e-05 1.853653e-05 1.483379e-05
[26,] 4.679938e-04 1.644625e-04 5.535257e-05 2.155985e-05 1.348443e-05
[27,] 5.213485e-04 1.905974e-04 7.113586e-05 3.232551e-05 1.959325e-05
[28,] 6.089964e-04 2.381233e-04 1.029918e-04 5.638017e-05 3.677387e-05
[29,] 7.327863e-04 3.153864e-04 1.616471e-04 1.040053e-04 7.294810e-05
[30,] 8.952735e-04 4.356126e-04 2.645535e-04 1.923361e-04 1.419650e-04
[31,] 1.102680e-03 6.192146e-04 4.380683e-04 3.473767e-04 2.652056e-04
[32,] 1.367465e-03 8.950694e-04 7.183649e-04 6.048287e-04 4.722906e-04
[33,] 1.709000e-03 1.299204e-03 1.149440e-03 1.008183e-03 7.996075e-04
[34,] 2.150782e-03 1.869346e-03 1.776598e-03 1.602517e-03 1.285327e-03
[35,] 2.713338e-03 2.634635e-03 2.634719e-03 2.423261e-03 1.960224e-03
[36,] 3.403522e-03 3.601670e-03 3.732544e-03 3.481037e-03 2.835091e-03
[37,] 4.203013e-03 4.740393e-03 5.036866e-03 4.746163e-03 3.887632e-03
[38,] 5.060473e-03 5.975279e-03 6.462540e-03 6.138480e-03 5.053472e-03
[39,] 5.891981e-03 7.187350e-03 7.874508e-03 7.528554e-03 6.226399e-03
[40,] 6.592337e-03 8.230058e-03 9.105313e-03 8.753841e-03 7.271074e-03
[41,] 7.055962e-03 8.957270e-03 9.986402e-03 9.648524e-03 8.047423e-03
[42,] 7.201927e-03 9.256378e-03 1.038562e-02 1.007997e-02 8.441126e-03
[43,] 6.995151e-03 9.076321e-03 1.023949e-02 9.980865e-03 8.391158e-03
[44,] 6.456388e-03 8.441007e-03 9.569565e-03 9.366381e-03 7.905267e-03
[45,] 5.657482e-03 7.443421e-03 8.476912e-03 8.330279e-03 7.057994e-03
[46,] 4.703627e-03 6.222511e-03 7.116910e-03 7.021412e-03 5.971922e-03
[47,] 3.708900e-03 4.930853e-03 5.662896e-03 5.608700e-03 4.788657e-03
[48,] 2.772975e-03 3.703462e-03 4.270405e-03 4.245900e-03 3.638976e-03
[49,] 1.965444e-03 2.636339e-03 3.051942e-03 3.046108e-03 2.620656e-03
[50,] 1.320506e-03 1.778638e-03 2.067075e-03 2.071035e-03 1.788570e-03
             [,37]        [,38]        [,39]        [,40]        [,41]
 [1,] 1.232728e-04 2.210599e-04 3.567503e-04 5.334613e-04 7.634799e-04
 [2,] 2.111772e-04 3.771480e-04 6.023659e-04 8.837449e-04 1.230724e-03
 [3,] 3.433201e-04 6.113964e-04 9.683281e-04 1.397319e-03 1.897131e-03
 [4,] 5.295712e-04 9.413880e-04 1.481111e-03 2.107245e-03 2.795418e-03
 [5,] 7.748865e-04 1.376250e-03 2.154342e-03 3.028917e-03 3.935441e-03
 [6,] 1.075399e-03 1.909759e-03 2.978431e-03 4.146879e-03 5.290306e-03
 [7,] 1.415334e-03 2.514783e-03 3.912144e-03 5.404307e-03 6.786186e-03
 [8,] 1.766269e-03 3.141727e-03 4.880101e-03 6.700184e-03 8.301026e-03
 [9,] 2.089882e-03 3.723080e-03 5.779423e-03 7.898197e-03 9.676139e-03
[10,] 2.344333e-03 4.184415e-03 6.496165e-03 8.848198e-03 1.074110e-02
[11,] 2.492993e-03 4.459738e-03 6.928517e-03 9.416364e-03 1.134752e-02
[12,] 2.513068e-03 4.506908e-03 7.010418e-03 9.515957e-03 1.140272e-02
[13,] 2.401320e-03 4.318209e-03 6.728093e-03 9.129011e-03 1.089293e-02
[14,] 2.174925e-03 3.922398e-03 6.123793e-03 8.311476e-03 9.888012e-03
[15,] 1.867140e-03 3.377502e-03 5.285376e-03 7.179836e-03 8.525581e-03
[16,] 1.519293e-03 2.756852e-03 4.325272e-03 5.883652e-03 6.979685e-03
[17,] 1.171757e-03 2.132982e-03 3.355799e-03 4.573024e-03 5.423905e-03
[18,] 8.565854e-04 1.564236e-03 2.468269e-03 3.370725e-03 3.999808e-03
[19,] 5.935503e-04 1.087298e-03 1.720987e-03 2.355894e-03 2.798472e-03
[20,] 3.898822e-04 7.163415e-04 1.137445e-03 1.561199e-03 1.857274e-03
[21,] 2.428183e-04 4.473230e-04 7.125845e-04 9.808374e-04 1.169057e-03
[22,] 1.434641e-04 2.647861e-04 4.231496e-04 5.841790e-04 6.978210e-04
[23,] 8.057922e-05 1.486507e-04 2.382090e-04 3.298385e-04 3.949654e-04
[24,] 4.342088e-05 7.935440e-05 1.272224e-04 1.765831e-04 2.119696e-04
[25,] 2.340547e-05 4.081592e-05 6.472692e-05 8.974847e-05 1.079012e-04
[26,] 1.482381e-05 2.153273e-05 3.203023e-05 4.359080e-05 5.220206e-05
[27,] 1.507048e-05 1.453348e-05 1.695262e-05 2.091325e-05 2.425900e-05
[28,] 2.485166e-05 1.692179e-05 1.270785e-05 1.140206e-05 1.140726e-05
[29,] 4.868783e-05 2.953627e-05 1.672068e-05 9.740875e-06 6.609481e-06
[30,] 9.577948e-05 5.694779e-05 2.978078e-05 1.407483e-05 6.492974e-06
[31,] 1.809788e-04 1.076982e-04 5.557723e-05 2.497656e-05 9.963760e-06
[32,] 3.252435e-04 1.943910e-04 1.003933e-04 4.479568e-05 1.733144e-05
[33,] 5.546365e-04 3.330216e-04 1.725784e-04 7.713879e-05 2.975477e-05
[34,] 8.968809e-04 5.408853e-04 2.813797e-04 1.262042e-04 4.880241e-05
[35,] 1.374905e-03 8.326511e-04 4.348510e-04 1.957726e-04 7.597385e-05
[36,] 1.997855e-03 1.214827e-03 6.369012e-04 2.878303e-04 1.121194e-04
[37,] 2.751539e-03 1.679759e-03 8.840467e-04 4.010464e-04 1.568146e-04
[38,] 3.591594e-03 2.201175e-03 1.162910e-03 5.295649e-04 2.078556e-04
[39,] 4.443096e-03 2.733586e-03 1.449717e-03 6.626878e-04 2.610972e-04
[40,] 5.209106e-03 3.217212e-03 1.712718e-03 7.858929e-04 3.108188e-04
[41,] 5.787812e-03 3.588339e-03 1.917580e-03 8.832473e-04 3.506523e-04
[42,] 6.094471e-03 3.792918e-03 2.034633e-03 9.407315e-04 3.748956e-04
[43,] 6.081713e-03 3.799434e-03 2.045894e-03 9.495404e-04 3.798467e-04
[44,] 5.751521e-03 3.606861e-03 1.949597e-03 9.082920e-04 3.647293e-04
[45,] 5.154725e-03 3.244925e-03 1.760641e-03 8.233830e-04 3.318924e-04
[46,] 4.378180e-03 2.766588e-03 1.506820e-03 7.073634e-04 2.862122e-04
[47,] 3.524089e-03 2.235367e-03 1.222126e-03 5.759006e-04 2.339070e-04
[48,] 2.688220e-03 1.711660e-03 9.393664e-04 4.443414e-04 1.811601e-04
[49,] 1.943333e-03 1.242083e-03 6.842556e-04 3.249004e-04 1.329677e-04
[50,] 1.331356e-03 8.541772e-04 4.723523e-04 2.251376e-04 9.248987e-05
             [,42]        [,43]        [,44]        [,45]        [,46]
 [1,] 1.065941e-03 1.440280e-03 1.829629e-03 2.116259e-03 2.176014e-03
 [2,] 1.667349e-03 2.196768e-03 2.745339e-03 3.149345e-03 3.229336e-03
 [3,] 2.493920e-03 3.197732e-03 3.921680e-03 4.453131e-03 4.548084e-03
 [4,] 3.567809e-03 4.445281e-03 5.336692e-03 5.985515e-03 6.080269e-03
 [5,] 4.882172e-03 5.904789e-03 6.922924e-03 7.651558e-03 7.718469e-03
 [6,] 6.389574e-03 7.498292e-03 8.566875e-03 9.308002e-03 9.307009e-03
 [7,] 7.995807e-03 9.105845e-03 1.011957e-02 1.078174e-02 1.066448e-02
 [8,] 9.563257e-03 1.057689e-02 1.141772e-02 1.189960e-02 1.161780e-02
 [9,] 1.092630e-02 1.175120e-02 1.231152e-02 1.252227e-02 1.203904e-02
[10,] 1.191787e-02 1.248608e-02 1.269251e-02 1.257297e-02 1.187398e-02
[11,] 1.240203e-02 1.268394e-02 1.251453e-02 1.205268e-02 1.115350e-02
[12,] 1.230435e-02 1.231321e-02 1.180244e-02 1.103781e-02 9.984470e-03
[13,] 1.163056e-02 1.141656e-02 1.064640e-02 9.661831e-03 8.523848e-03
[14,] 1.046733e-02 1.010350e-02 9.183737e-03 8.086951e-03 6.944461e-03
[15,] 8.963937e-03 8.528817e-03 7.572989e-03 6.473911e-03 5.402744e-03
[16,] 7.300394e-03 6.862583e-03 5.966722e-03 4.957258e-03 4.016204e-03
[17,] 5.651449e-03 5.259882e-03 4.489227e-03 3.630540e-03 2.853988e-03
[18,] 4.156668e-03 3.837739e-03 3.223245e-03 2.542417e-03 1.939442e-03
[19,] 2.903575e-03 2.663956e-03 2.207016e-03 1.701749e-03 1.260598e-03
[20,] 1.925642e-03 1.758308e-03 1.440160e-03 1.088159e-03 7.837287e-04
[21,] 1.212123e-03 1.102981e-03 8.949944e-04 6.643155e-04 4.659983e-04
[22,] 7.239997e-04 6.572942e-04 5.293717e-04 3.869496e-04 2.649128e-04
[23,] 4.102618e-04 3.719699e-04 2.978379e-04 2.148993e-04 1.439236e-04
[24,] 2.205198e-04 1.998362e-04 1.593128e-04 1.137159e-04 7.468503e-05
[25,] 1.124310e-04 1.018955e-04 8.097926e-05 5.729660e-05 3.699442e-05
[26,] 5.440021e-05 4.930974e-05 3.910175e-05 2.747255e-05 1.748037e-05
[27,] 2.506112e-05 2.266578e-05 1.793491e-05 1.252931e-05 7.873917e-06
[28,] 1.118148e-05 9.948141e-06 7.824776e-06 5.435141e-06 3.379304e-06
[29,] 5.235313e-06 4.284046e-06 3.274603e-06 2.247517e-06 1.382035e-06
[30,] 3.331010e-06 2.040992e-06 1.371889e-06 8.978351e-07 5.405146e-07
[31,] 3.726402e-06 1.465649e-06 6.833113e-07 3.700616e-07 2.064270e-07
[32,] 5.886862e-06 1.821206e-06 5.617362e-07 1.984478e-07 8.493867e-08
[33,] 9.928446e-06 2.888344e-06 7.504486e-07 1.860611e-07 5.030040e-08
[34,] 1.627727e-05 4.689793e-06 1.172985e-06 2.586784e-07 5.269585e-08
[35,] 2.541577e-05 7.331496e-06 1.825341e-06 3.934568e-07 7.416854e-08
[36,] 3.764466e-05 1.089497e-05 2.718487e-06 5.851450e-07 1.088632e-07
[37,] 5.285025e-05 1.535248e-05 3.844113e-06 8.297523e-07 1.544529e-07
[38,] 7.031860e-05 2.050425e-05 5.153310e-06 1.116364e-06 2.084650e-07
[39,] 8.866670e-05 2.595273e-05 6.547425e-06 1.423720e-06 2.668397e-07
[40,] 1.059536e-04 3.113064e-05 7.883604e-06 1.720783e-06 3.237369e-07
[41,] 1.199873e-04 3.538814e-05 8.995897e-06 1.971039e-06 3.722286e-07
[42,] 1.287714e-04 3.812342e-05 9.728114e-06 2.139584e-06 4.055960e-07
[43,] 1.309687e-04 3.892155e-05 9.969585e-06 2.201040e-06 4.188344e-07
[44,] 1.262350e-04 3.765761e-05 9.682551e-06 2.145808e-06 4.098786e-07
[45,] 1.153072e-04 3.452865e-05 8.911828e-06 1.982522e-06 3.801303e-07
[46,] 9.981541e-05 3.000342e-05 7.773347e-06 1.735838e-06 3.340981e-07
[47,] 8.188472e-05 2.470735e-05 6.425598e-06 1.440340e-06 2.782786e-07
[48,] 6.366084e-05 1.928172e-05 5.033654e-06 1.132622e-06 2.196594e-07
[49,] 4.690359e-05 1.426033e-05 3.736951e-06 8.440517e-07 1.643176e-07
[50,] 3.274947e-05 9.994887e-06 2.629152e-06 5.960978e-07 1.164884e-07
             [,47]        [,48]        [,49]        [,50]
 [1,] 1.960171e-03 1.534575e-03 1.039783e-03 6.084844e-04
 [2,] 2.910189e-03 2.283091e-03 1.551525e-03 9.110323e-04
 [3,] 4.097496e-03 3.220144e-03 2.194397e-03 1.292765e-03
 [4,] 5.472022e-03 4.306021e-03 2.941895e-03 1.738662e-03
 [5,] 6.932385e-03 5.459640e-03 3.738644e-03 2.216304e-03
 [6,] 8.333178e-03 6.564243e-03 4.504008e-03 2.677775e-03
 [7,] 9.506814e-03 7.485015e-03 5.144111e-03 3.066642e-03
 [8,] 1.029620e-02 8.095682e-03 5.570332e-03 3.328997e-03
 [9,] 1.058955e-02 8.307009e-03 5.719416e-03 3.425667e-03
[10,] 1.034666e-02 8.088319e-03 5.568913e-03 3.341819e-03
[11,] 9.607986e-03 7.474852e-03 5.142746e-03 3.090695e-03
[12,] 8.483704e-03 6.558504e-03 4.504996e-03 2.710194e-03
[13,] 7.126825e-03 5.465281e-03 3.744124e-03 2.253502e-03
[14,] 5.699325e-03 4.327091e-03 2.952971e-03 1.776970e-03
[15,] 4.341566e-03 3.256491e-03 2.210727e-03 1.329008e-03
[16,] 3.152519e-03 2.330737e-03 1.571488e-03 9.429158e-04
[17,] 2.183511e-03 1.587340e-03 1.061063e-03 6.347491e-04
[18,] 1.443549e-03 1.029308e-03 6.807738e-04 4.055241e-04
[19,] 9.115080e-04 6.359207e-04 4.152391e-04 2.459439e-04
[20,] 5.500257e-04 3.745748e-04 2.409095e-04 1.416444e-04
[21,] 3.173169e-04 2.104989e-04 1.330212e-04 7.749402e-05
[22,] 1.750754e-04 1.129339e-04 6.994711e-05 4.029272e-05
[23,] 9.239410e-05 5.787996e-05 3.505010e-05 1.991976e-05
[24,] 4.663825e-05 2.835238e-05 1.674851e-05 9.368603e-06
[25,] 2.251323e-05 1.327962e-05 7.637068e-06 4.194266e-06
[26,] 1.038922e-05 5.948819e-06 3.325246e-06 1.788565e-06
[27,] 4.581161e-06 2.548998e-06 1.383322e-06 7.269637e-07
[28,] 1.929227e-06 1.044661e-06 5.500994e-07 2.818241e-07
[29,] 7.755722e-07 4.094220e-07 2.091904e-07 1.042787e-07
[30,] 2.977923e-07 1.534356e-07 7.609423e-08 3.685090e-08
[31,] 1.098297e-07 5.505238e-08 2.648986e-08 1.244579e-08
[32,] 4.017247e-08 1.907824e-08 8.845403e-09 4.021172e-09
[33,] 1.677926e-08 6.695315e-09 2.870092e-09 1.247220e-09
[34,] 1.112466e-08 2.882218e-09 9.674762e-10 3.780124e-10
[35,] 1.262786e-08 2.132912e-09 4.329691e-10 1.223654e-10
[36,] 1.762119e-08 2.538231e-09 3.509034e-10 5.681802e-11
[37,] 2.482468e-08 3.460331e-09 4.251838e-10 4.900149e-11
[38,] 3.356384e-08 4.663117e-09 5.607561e-10 5.909201e-11
[39,] 4.310910e-08 6.004052e-09 7.213081e-10 7.491514e-11
[40,] 5.249629e-08 7.337456e-09 8.840737e-10 9.186125e-11
[41,] 6.058849e-08 8.500348e-09 1.027919e-09 1.071491e-10
[42,] 6.627093e-08 9.332885e-09 1.132856e-09 1.185241e-10
[43,] 6.869444e-08 9.710998e-09 1.183233e-09 1.242635e-10
[44,] 6.748148e-08 9.575840e-09 1.171205e-09 1.234681e-10
[45,] 6.282203e-08 8.948585e-09 1.098653e-09 1.162605e-10
[46,] 5.542474e-08 7.924943e-09 9.766805e-10 1.037466e-10
[47,] 4.634038e-08 6.651233e-09 8.228273e-10 8.773649e-11
[48,] 3.671806e-08 5.290205e-09 6.569451e-10 7.031546e-11
[49,] 2.757174e-08 3.987558e-09 4.970657e-10 5.340546e-11
[50,] 1.962063e-08 2.848432e-09 3.564206e-10 3.844012e-11

> 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  
   52.00902      0.09023  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/72deh1226595513.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]  75.61657  76.53834  77.46012  78.38189  79.30366  80.22544  81.14721
 [8]  82.06898  82.99075  83.91253  84.83430  85.75607  86.67784  87.59962
[15]  88.52139  89.44316  90.36493  91.28671  92.20848  93.13025  94.05202
[22]  94.97380  95.89557  96.81734  97.73911  98.66089  99.58266 100.50443
[29] 101.42620 102.34798 103.26975 104.19152 105.11329 106.03507 106.95684
[36] 107.87861 108.80038 109.72216 110.64393 111.56570 112.48747 113.40925
[43] 114.33102 115.25279 116.17456 117.09634 118.01811 118.93988 119.86166
[50] 120.78343

$yords
 [1]  17.33317  20.17467  23.01618  25.85768  28.69918  31.54069  34.38219
 [8]  37.22369  40.06520  42.90670  45.74820  48.58971  51.43121  54.27271
[15]  57.11422  59.95572  62.79722  65.63873  68.48023  71.32173  74.16324
[22]  77.00474  79.84624  82.68775  85.52925  88.37075  91.21225  94.05376
[29]  96.89526  99.73676 102.57827 105.41977 108.26127 111.10278 113.94428
[36] 116.78578 119.62729 122.46879 125.31029 128.15180 130.99330 133.83480
[43] 136.67631 139.51781 142.35931 145.20082 148.04232 150.88382 153.72533
[50] 156.56683

$zden
              [,1]         [,2]         [,3]         [,4]        [,5]
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[25,] 1.402299e-03 1.997851e-03 2.591450e-03 3.144778e-03 3.668594e-03
[26,] 8.218911e-04 1.160699e-03 1.513655e-03 1.860503e-03 2.206420e-03
[27,] 4.809575e-04 6.441818e-04 8.320445e-04 1.031358e-03 1.241895e-03
[28,] 3.241894e-04 3.623483e-04 4.386697e-04 5.384716e-04 6.549441e-04
[29,] 3.100835e-04 2.424638e-04 2.370246e-04 2.699800e-04 3.251179e-04
[30,] 4.158018e-04 2.340310e-04 1.553688e-04 1.389587e-04 1.545574e-04
[31,] 6.324471e-04 3.068904e-04 1.472401e-04 8.667062e-05 7.465580e-05
[32,] 9.542947e-04 4.433085e-04 1.850867e-04 7.750766e-05 4.265476e-05
[33,] 1.366164e-03 6.284878e-04 2.520445e-04 9.126958e-05 3.434080e-05
[34,] 1.833590e-03 8.429478e-04 3.350404e-04 1.162505e-04 3.687585e-05
[35,] 2.300245e-03 1.059197e-03 4.207730e-04 1.445756e-04 4.352434e-05
[36,] 2.695218e-03 1.243801e-03 4.949238e-04 1.699195e-04 5.050879e-05
[37,] 2.949042e-03 1.364129e-03 5.439995e-04 1.870612e-04 5.551459e-05
[38,] 3.013112e-03 1.397084e-03 5.584476e-04 1.924476e-04 5.718959e-05
[39,] 2.874696e-03 1.336091e-03 5.353378e-04 1.849147e-04 5.506727e-05
[40,] 2.561001e-03 1.193139e-03 4.792027e-04 1.659182e-04 4.952470e-05
[41,] 2.130434e-03 9.949180e-04 4.005460e-04 1.390154e-04 4.159296e-05
[42,] 1.654882e-03 7.746829e-04 3.126269e-04 1.087611e-04 3.261863e-05
[43,] 1.200347e-03 5.632499e-04 2.278457e-04 7.945575e-05 2.388659e-05
[44,] 8.129931e-04 3.824007e-04 1.550586e-04 5.420228e-05 1.633366e-05
[45,] 5.141709e-04 2.424247e-04 9.853517e-05 3.452632e-05 1.042926e-05
[46,] 3.036467e-04 1.435078e-04 5.846920e-05 2.053636e-05 6.218190e-06
[47,] 1.674442e-04 7.932578e-05 3.239690e-05 1.140610e-05 3.461903e-06
[48,] 8.622079e-05 4.094431e-05 1.676177e-05 5.915492e-06 1.799724e-06
[49,] 4.145668e-05 1.973392e-05 8.097988e-06 2.864741e-06 8.736505e-07
[50,] 1.861305e-05 8.881243e-06 3.653211e-06 1.295449e-06 3.960135e-07
             [,44]        [,45]        [,46]        [,47]        [,48]
 [1,] 1.107857e-06 8.183711e-07 5.816337e-07 4.012217e-07 2.642936e-07
 [2,] 3.369878e-06 2.525927e-06 1.825957e-06 1.280199e-06 8.542931e-07
 [3,] 9.584057e-06 7.292486e-06 5.362358e-06 3.820002e-06 2.581148e-06
 [4,] 2.548678e-05 1.969378e-05 1.473116e-05 1.065904e-05 7.289202e-06
 [5,] 6.337767e-05 4.975004e-05 3.785505e-05 2.781105e-05 1.923907e-05
 [6,] 1.473796e-04 1.175649e-04 9.099193e-05 6.784766e-05 4.745708e-05
 [7,] 3.205102e-04 2.598895e-04 2.045780e-04 1.547552e-04 1.093978e-04
 [8,] 6.518857e-04 5.374404e-04 4.302040e-04 3.300067e-04 2.356592e-04
 [9,] 1.240073e-03 1.039689e-03 8.461157e-04 6.578717e-04 4.743600e-04
[10,] 2.206417e-03 1.881509e-03 1.556338e-03 1.225956e-03 8.921941e-04
[11,] 3.672062e-03 3.185181e-03 2.677161e-03 2.135494e-03 1.567903e-03
[12,] 5.716484e-03 5.044052e-03 4.306434e-03 3.476857e-03 2.574360e-03
[13,] 8.324476e-03 7.471921e-03 6.477524e-03 5.290732e-03 3.949050e-03
[14,] 1.133975e-02 1.035332e-02 9.110097e-03 7.524220e-03 5.659433e-03
[15,] 1.445027e-02 1.341858e-02 1.197937e-02 1.000003e-02 7.576960e-03
[16,] 1.722577e-02 1.626656e-02 1.472706e-02 1.241976e-02 9.476420e-03
[17,] 1.920936e-02 1.844285e-02 1.692557e-02 1.441371e-02 1.107152e-02
[18,] 2.003906e-02 1.955612e-02 1.818402e-02 1.563036e-02 1.208291e-02
[19,] 1.955545e-02 1.939265e-02 1.826124e-02 1.583704e-02 1.231757e-02
[20,] 1.785160e-02 1.798325e-02 1.714113e-02 1.499243e-02 1.172889e-02
[21,] 1.524388e-02 1.559378e-02 1.503809e-02 1.326007e-02 1.043174e-02
[22,] 1.217617e-02 1.264332e-02 1.233011e-02 1.095668e-02 8.665918e-03
[23,] 9.097213e-03 9.584558e-03 9.447967e-03 8.457782e-03 6.723909e-03
[24,] 6.357286e-03 6.792950e-03 6.765274e-03 6.099067e-03 4.872705e-03
[25,] 4.155124e-03 4.500849e-03 4.526751e-03 4.108527e-03 3.298007e-03
[26,] 2.539989e-03 2.787762e-03 2.830232e-03 2.585307e-03 2.084776e-03
[27,] 1.452184e-03 1.614070e-03 1.653382e-03 1.519600e-03 1.230797e-03
[28,] 7.766733e-04 8.735533e-04 9.024550e-04 8.343101e-04 6.786206e-04
[29,] 3.889304e-04 4.419881e-04 4.602303e-04 4.278567e-04 3.494426e-04
[30,] 1.830077e-04 2.091978e-04 2.193098e-04 2.049468e-04 1.680463e-04
[31,] 8.200811e-05 9.285778e-05 9.769116e-05 9.170240e-05 7.547224e-05
[32,] 3.667046e-05 3.902169e-05 4.074660e-05 3.833848e-05 3.165682e-05
[33,] 1.861203e-05 1.605554e-05 1.601418e-05 1.499243e-05 1.240354e-05
[34,] 1.290613e-05 7.153049e-06 6.067221e-06 5.506261e-06 4.542753e-06
[35,] 1.225520e-05 4.147086e-06 2.384146e-06 1.927760e-06 1.559218e-06
[36,] 1.324476e-05 3.370419e-06 1.145432e-06 6.766217e-07 5.063421e-07
[37,] 1.429129e-05 3.283027e-06 7.733516e-07 2.719941e-07 1.608606e-07
[38,] 1.467517e-05 3.277044e-06 6.651357e-07 1.494615e-07 5.521683e-08
[39,] 1.414329e-05 3.139393e-06 6.096073e-07 1.107036e-07 2.454874e-08
[40,] 1.274515e-05 2.829462e-06 5.436502e-07 9.214946e-08 1.524383e-08
[41,] 1.072840e-05 2.386008e-06 4.579419e-07 7.624432e-08 1.134800e-08
[42,] 8.433468e-06 1.879800e-06 3.613126e-07 5.996891e-08 8.666227e-09
[43,] 6.190543e-06 1.383099e-06 2.664122e-07 4.425826e-08 6.355317e-09
[44,] 4.243210e-06 9.502797e-07 1.834683e-07 3.053990e-08 4.385583e-09
[45,] 2.715824e-06 6.096695e-07 1.179869e-07 1.968485e-08 2.831760e-09
[46,] 1.623115e-06 3.652407e-07 7.085224e-08 1.184887e-08 1.708308e-09
[47,] 9.058107e-07 2.043170e-07 3.972974e-08 6.659985e-09 9.624543e-10
[48,] 4.720259e-07 1.067260e-07 2.080264e-08 3.495525e-09 5.063507e-10
[49,] 2.296862e-07 5.205668e-08 1.017096e-08 1.713141e-09 2.487528e-10
[50,] 1.043625e-07 2.370954e-08 4.643507e-09 7.839969e-10 1.141106e-10
             [,49]        [,50]
 [1,] 1.613554e-07 8.877071e-08
 [2,] 5.263713e-07 2.914136e-07
 [3,] 1.604377e-06 8.935844e-07
 [4,] 4.568864e-06 2.559389e-06
 [5,] 1.215573e-05 6.847028e-06
 [6,] 3.021398e-05 1.710893e-05
 [7,] 7.015751e-05 3.992919e-05
 [8,] 1.521828e-04 8.703550e-05
 [9,] 3.083675e-04 1.771876e-04
[10,] 5.836748e-04 3.368947e-04
[11,] 1.031955e-03 5.982360e-04
[12,] 1.704226e-03 9.921158e-04
[13,] 2.628814e-03 1.536590e-03
[14,] 3.787472e-03 2.222564e-03
[15,] 5.096675e-03 3.002249e-03
[16,] 6.405664e-03 3.787308e-03
[17,] 7.519232e-03 4.461717e-03
[18,] 8.243428e-03 4.908595e-03
[19,] 8.440354e-03 5.043044e-03
[20,] 8.070971e-03 4.838440e-03
[21,] 7.207716e-03 4.335031e-03
[22,] 6.011336e-03 3.627024e-03
[23,] 4.682105e-03 2.833856e-03
[24,] 3.405677e-03 2.067625e-03
[25,] 2.313417e-03 1.408738e-03
[26,] 1.467536e-03 8.962961e-04
[27,] 8.693694e-04 5.325171e-04
[28,] 4.809475e-04 2.954438e-04
[29,] 2.484653e-04 1.530642e-04
[30,] 1.198688e-04 7.405068e-05
[31,] 5.400289e-05 3.345334e-05
[32,] 2.271954e-05 1.411251e-05
[33,] 8.926179e-06 5.559364e-06
[34,] 3.275392e-06 2.045075e-06
[35,] 1.122999e-06 7.025657e-07
[36,] 3.603443e-07 2.254631e-07
[37,] 1.088662e-07 6.765745e-08
[38,] 3.164542e-08 1.905682e-08
[39,] 9.490468e-09 5.108361e-09
[40,] 3.446382e-09 1.365953e-09
[41,] 1.752246e-09 4.136853e-10
[42,] 1.142886e-09 1.698071e-10
[43,] 7.992782e-10 9.465848e-11
[44,] 5.452371e-10 5.992497e-11
[45,] 3.515776e-10 3.788756e-11
[46,] 2.123889e-10 2.280540e-11
[47,] 1.199131e-10 1.288579e-11
[48,] 6.323306e-11 6.808309e-12
[49,] 3.113793e-11 3.360255e-12
[50,] 1.431802e-11 1.548779e-12

> 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  
   53.21598      0.06574  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1fdh51226595513.ps tmp/1fdh51226595513.png")
> system("convert tmp/22sgx1226595513.ps tmp/22sgx1226595513.png")
> system("convert tmp/3t8m11226595513.ps tmp/3t8m11226595513.png")
> system("convert tmp/46d1w1226595513.ps tmp/46d1w1226595513.png")
> system("convert tmp/5iv311226595513.ps tmp/5iv311226595513.png")
> system("convert tmp/6a2st1226595513.ps tmp/6a2st1226595513.png")
> system("convert tmp/72deh1226595513.ps tmp/72deh1226595513.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.263   1.353   2.822