R version 2.8.1 (2008-12-22)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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> z <- c(27.1,27.1,24.1,24.1,24.1,21.3,21.3,21.3,19.1,19.1,19.1,26.2,26.2,26.2,21.7,21.7,21.7,19.4,19.4,19.4,19.5,19.5,19.5,28.7,28.7,28.7,21.8,21.8,21.8,20,20,20,22.6,22.6,22.6,22.4,22.4,22.4,18.6,18.6,18.6,16.2,16.2,16.2,13.8,13.8,13.8,24.1,24.1,24.1,19.9,19.9,19.9,22.3,22.3,22.3,20.9,20.9,20.9)
> y <- c(23.2,23.2,20.9,20.9,20.9,19.8,19.8,19.8,20.6,20.6,20.6,21.1,21.1,21.1,22.4,22.4,22.4,20.5,20.5,20.5,18.4,18.4,18.4,17.6,17.6,17.6,18.5,18.5,18.5,17.3,17.3,17.3,16.2,16.2,16.2,18.5,18.5,18.5,16.3,16.3,16.3,16.8,16.8,16.8,14.8,14.8,14.8,21.4,21.4,21.4,16.1,16.1,16.1,19.6,19.6,19.6,18.9,18.9,18.9)
> x <- c(1.8,2.7,2.3,1.9,2,2.3,2.8,2.4,2.3,2.7,2.7,2.9,3,2.2,2.3,2.8,2.8,2.8,2.2,2.6,2.8,2.5,2.4,2.3,1.9,1.7,2,2.1,1.7,1.8,1.8,1.8,1.3,1.3,1.3,1.2,1.4,2.2,2.9,3.1,3.5,3.6,4.4,4.1,5.1,5.8,5.9,5.4,5.5,4.8,3.2,2.7,2.1,1.9,0.6,0.7,-0.2,-1,-1.7)
> par7 = 'Werkloosheidsgraad vrouwen jonger dan 25 jaar'
> par6 = 'Werkloosheidsgraad mannen jonger dan 25 jaar'
> par5 = 'Inflatie'
> 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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997
> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/rcomp/tmp/1qeu31256761626.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/22kde1256761626.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/30o5d1256761626.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/4ajk91256761626.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/rcomp/tmp/53x0r1256761626.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$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  
    19.3211      -0.1819  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/674x71256761626.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] 13.12309 13.36296 13.60284 13.84271 14.08259 14.32246 14.56233 14.80221
 [9] 15.04208 15.28195 15.52183 15.76170 16.00158 16.24145 16.48132 16.72120
[17] 16.96107 17.20095 17.44082 17.68069 17.92057 18.16044 18.40032 18.64019
[25] 18.88006 19.11994 19.35981 19.59968 19.83956 20.07943 20.31931 20.55918
[33] 20.79905 21.03893 21.27880 21.51868 21.75855 21.99842 22.23830 22.47817
[41] 22.71805 22.95792 23.19779 23.43767 23.67754 23.91741 24.15729 24.39716
[49] 24.63704 24.87691

$yords
 [1] 12.31710 12.68171 13.04632 13.41092 13.77553 14.14014 14.50475 14.86936
 [9] 15.23397 15.59857 15.96318 16.32779 16.69240 17.05701 17.42161 17.78622
[17] 18.15083 18.51544 18.88005 19.24466 19.60926 19.97387 20.33848 20.70309
[25] 21.06770 21.43230 21.79691 22.16152 22.52613 22.89074 23.25534 23.61995
[33] 23.98456 24.34917 24.71378 25.07839 25.44299 25.80760 26.17221 26.53682
[41] 26.90143 27.26603 27.63064 27.99525 28.35986 28.72447 29.08908 29.45368
[49] 29.81829 30.18290

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.922413e-01 3.823886e-01 4.148093e-01 3.734314e-01 2.795912e-01
 [2,] 3.495219e-01 4.846006e-01 5.571046e-01 5.316696e-01 4.222550e-01
 [3,] 3.922164e-01 5.762228e-01 7.020562e-01 7.103308e-01 5.985492e-01
 [4,] 4.129494e-01 6.428763e-01 8.301566e-01 8.905941e-01 7.963867e-01
 [5,] 4.079335e-01 6.729737e-01 9.211025e-01 1.047885e+00 9.946636e-01
 [6,] 3.780986e-01 6.610072e-01 9.590111e-01 1.157121e+00 1.166246e+00
 [7,] 3.288107e-01 6.091948e-01 9.369498e-01 1.199207e+00 1.283818e+00
 [8,] 2.682961e-01 5.268089e-01 8.590071e-01 1.166493e+00 1.326970e+00
 [9,] 2.054060e-01 4.274672e-01 7.390558e-01 1.065046e+00 1.287989e+00
[10,] 1.475522e-01 3.254710e-01 5.967221e-01 9.128117e-01 1.174123e+00
[11,] 9.945249e-02 2.325356e-01 4.521661e-01 7.344377e-01 1.005379e+00
[12,] 6.289663e-02 1.558990e-01 3.215689e-01 5.547891e-01 8.087849e-01
[13,] 3.732382e-02 9.808105e-02 2.146458e-01 3.934993e-01 6.113695e-01
[14,] 2.078248e-02 5.790641e-02 1.344832e-01 2.620915e-01 4.343420e-01
[15,] 1.085847e-02 3.208355e-02 7.909350e-02 1.639501e-01 2.900793e-01
[16,] 5.323619e-03 1.668280e-02 4.366904e-02 9.633506e-02 1.821659e-01
[17,] 2.449189e-03 8.141519e-03 2.263629e-02 5.317936e-02 1.075972e-01
[18,] 1.057365e-03 3.729184e-03 1.101741e-02 2.758473e-02 5.979232e-02
[19,] 4.283785e-04 1.603318e-03 5.035546e-03 1.344781e-02 3.127057e-02
[20,] 1.628713e-04 6.470713e-04 2.161539e-03 6.162986e-03 1.539621e-02
[21,] 5.811551e-05 2.451572e-04 8.715521e-04 2.655813e-03 7.138841e-03
[22,] 1.946206e-05 8.720381e-05 3.301489e-04 1.076441e-03 3.118382e-03
[23,] 6.117275e-06 2.912524e-05 1.175156e-04 4.104893e-04 1.283739e-03
[24,] 1.804781e-06 9.134759e-06 3.931354e-05 1.473247e-04 4.982352e-04
[25,] 4.998253e-07 2.690768e-06 1.236388e-05 4.978172e-05 1.823820e-04
[26,] 1.299489e-07 7.445156e-07 3.656393e-06 1.584399e-05 6.299856e-05
[27,] 3.171972e-08 1.935395e-07 1.017132e-06 4.751974e-06 2.054757e-05
[28,] 7.269971e-09 4.727742e-08 2.662530e-07 1.343908e-06 6.334064e-06
[29,] 1.564742e-09 1.085536e-08 6.561826e-08 3.587028e-07 1.848258e-06
[30,] 3.163213e-10 2.343620e-09 1.523585e-08 9.047996e-08 5.118244e-07
[31,] 6.007328e-11 4.759793e-10 3.336336e-09 2.161592e-08 1.351015e-07
[32,] 1.072083e-11 9.100226e-11 6.901742e-10 4.909119e-09 3.423953e-08
[33,] 1.798699e-12 1.639722e-11 1.352557e-10 1.066458e-09 8.425902e-09
[34,] 2.839062e-13 2.789813e-12 2.523262e-11 2.238607e-10 2.045178e-09
[35,] 4.220787e-14 4.497029e-13 4.517947e-12 4.609425e-11 4.985364e-10
[36,] 5.922941e-15 6.908695e-14 7.867112e-13 9.491379e-12 1.238453e-10
[37,] 7.875374e-16 1.021859e-14 1.357709e-13 1.991579e-12 3.148577e-11
[38,] 9.990545e-17 1.478891e-15 2.374443e-14 4.301630e-13 8.120438e-12
[39,] 1.223677e-17 2.141797e-16 4.283410e-15 9.520659e-14 2.088142e-12
[40,] 1.474691e-18 3.179685e-17 8.000203e-16 2.123398e-14 5.255223e-13
[41,] 1.793430e-19 4.913120e-18 1.527249e-16 4.674272e-15 1.274948e-13
[42,] 2.256532e-20 7.877178e-19 2.914951e-17 9.974701e-16 2.950366e-14
[43,] 2.972466e-21 1.285173e-19 5.443005e-18 2.037083e-16 6.468763e-15
[44,] 4.061913e-22 2.081024e-20 9.781698e-19 3.948889e-17 1.338333e-15
[45,] 5.620774e-23 3.273979e-21 1.673868e-19 7.230342e-18 2.606565e-16
[46,] 7.672247e-24 4.931841e-22 2.710070e-20 1.246869e-18 4.772392e-17
[47,] 1.012284e-24 7.050170e-23 4.136146e-21 2.021864e-19 8.207705e-18
[48,] 1.274275e-25 9.515410e-24 5.938425e-22 3.080001e-20 1.325339e-18
[49,] 1.518785e-26 1.209098e-24 8.011376e-23 4.405444e-21 2.008800e-19
[50,] 1.706767e-27 1.444213e-25 1.014912e-23 5.914814e-22 2.857499e-20
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.748947e-01 9.234518e-02 4.227760e-02 1.844424e-02 1.055258e-02
 [2,] 2.805436e-01 1.576691e-01 7.692037e-02 3.514332e-02 1.924460e-02
 [3,] 4.225497e-01 2.530048e-01 1.318639e-01 6.375025e-02 3.442651e-02
 [4,] 5.976629e-01 3.816154e-01 2.129619e-01 1.098092e-01 6.006291e-02
 [5,] 7.939453e-01 5.411535e-01 3.240203e-01 1.792628e-01 1.015030e-01
 [6,] 9.907029e-01 7.216214e-01 4.644989e-01 2.769877e-01 1.650553e-01
 [7,] 1.161412e+00 9.051122e-01 6.275057e-01 4.047199e-01 2.567989e-01
 [8,] 1.279378e+00 1.068121e+00 7.990375e-01 5.588573e-01 3.805598e-01
 [9,] 1.324559e+00 1.186298e+00 9.592604e-01 7.289655e-01 5.353716e-01
[10,] 1.289146e+00 1.240393e+00 1.085996e+00 8.978971e-01 7.132140e-01
[11,] 1.179777e+00 1.221403e+00 1.159675e+00 1.044088e+00 8.981316e-01
[12,] 1.015506e+00 1.133015e+00 1.168262e+00 1.145839e+00 1.067697e+00
[13,] 8.223868e-01 9.904447e-01 1.110454e+00 1.186508e+00 1.197076e+00
[14,] 6.267799e-01 8.161646e-01 9.959876e-01 1.158932e+00 1.264851e+00
[15,] 4.497171e-01 6.341656e-01 8.429705e-01 1.067478e+00 1.258782e+00
[16,] 3.038736e-01 4.647454e-01 6.732279e-01 9.269203e-01 1.179394e+00
[17,] 1.934288e-01 3.212975e-01 5.073009e-01 7.585405e-01 1.039953e+00
[18,] 1.160292e-01 2.095807e-01 3.606329e-01 5.848516e-01 8.627998e-01
[19,] 6.561008e-02 1.290021e-01 2.418193e-01 4.247555e-01 6.734394e-01
[20,] 3.498335e-02 7.493316e-02 1.529216e-01 2.905286e-01 4.945460e-01
[21,] 1.759387e-02 4.107695e-02 9.118826e-02 1.871480e-01 3.418056e-01
[22,] 8.348015e-03 2.125106e-02 5.127198e-02 1.135581e-01 2.225085e-01
[23,] 3.737972e-03 1.037648e-02 2.718624e-02 6.494492e-02 1.366283e-01
[24,] 1.579927e-03 4.782831e-03 1.360021e-02 3.505105e-02 7.933664e-02
[25,] 6.305756e-04 2.081974e-03 6.425635e-03 1.789248e-02 4.375284e-02
[26,] 2.377766e-04 8.566769e-04 2.872902e-03 8.672570e-03 2.307205e-02
[27,] 8.478730e-05 3.337886e-04 1.219796e-03 4.016801e-03 1.175067e-02
[28,] 2.863694e-05 1.235409e-04 4.947167e-04 1.794804e-03 5.857100e-03
[29,] 9.187564e-06 4.366843e-05 1.934035e-04 7.837795e-04 2.899400e-03
[30,] 2.813708e-06 1.486785e-05 7.380990e-05 3.395408e-04 1.442465e-03
[31,] 8.291218e-07 4.936344e-06 2.791804e-05 1.478135e-04 7.242763e-04
[32,] 2.378974e-07 1.622980e-06 1.061227e-05 6.503056e-05 3.650055e-04
[33,] 6.750966e-08 5.363966e-07 4.083144e-06 2.878691e-05 1.823048e-04
[34,] 1.926028e-08 1.798055e-07 1.585174e-06 1.266477e-05 8.892005e-05
[35,] 5.587153e-09 6.103217e-08 6.135732e-07 5.454496e-06 4.180988e-05
[36,] 1.648941e-09 2.073816e-08 2.331334e-07 2.268546e-06 1.876878e-05
[37,] 4.898693e-10 6.941325e-09 8.571154e-08 9.017820e-07 7.991549e-06
[38,] 1.440565e-10 2.253715e-09 3.015672e-08 3.402316e-07 3.214068e-06
[39,] 4.123833e-11 7.013843e-10 1.007784e-08 1.212903e-07 1.217854e-06
[40,] 1.134077e-11 2.075180e-10 3.183489e-09 4.074406e-08 4.340901e-07
[41,] 2.968873e-12 5.806668e-11 9.477871e-10 1.287573e-08 1.454144e-07
[42,] 7.355678e-13 1.531731e-11 2.654746e-10 3.824032e-09 4.575489e-08
[43,] 1.718699e-13 3.801848e-12 6.988523e-11 1.066744e-09 1.351844e-08
[44,] 3.779304e-14 8.869009e-13 1.727943e-11 2.794066e-10 3.749609e-09
[45,] 7.811340e-15 1.943286e-13 4.011393e-12 6.870034e-11 9.762491e-10
[46,] 1.516465e-15 3.997727e-14 8.741576e-13 1.585522e-11 2.385703e-10
[47,] 2.764087e-16 7.719768e-15 1.787948e-13 3.434321e-12 5.471781e-11
[48,] 4.729094e-17 1.399107e-15 3.432064e-14 6.981388e-13 1.177825e-11
[49,] 7.593611e-18 2.379669e-16 6.182551e-15 1.331859e-13 2.379357e-12
[50,] 1.144267e-18 3.798219e-17 1.045149e-15 2.384407e-14 4.510824e-13
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.125630e-02 1.652431e-02 2.382358e-02 3.128062e-02 3.782426e-02
 [2,] 1.837332e-02 2.621660e-02 3.860786e-02 5.202914e-02 6.407200e-02
 [3,] 2.942815e-02 3.979718e-02 5.937438e-02 8.223143e-02 1.034808e-01
 [4,] 4.663571e-02 5.821356e-02 8.676768e-02 1.233840e-01 1.591795e-01
 [5,] 7.345307e-02 8.284362e-02 1.208527e-01 1.756965e-01 2.329451e-01
 [6,] 1.148633e-01 1.159756e-01 1.612776e-01 2.375734e-01 3.239865e-01
 [7,] 1.772188e-01 1.613225e-01 2.078564e-01 3.056269e-01 4.280153e-01
 [8,] 2.672672e-01 2.241996e-01 2.614503e-01 3.754809e-01 5.371868e-01
 [9,] 3.901431e-01 3.108781e-01 3.247133e-01 4.432855e-01 6.413418e-01
[10,] 5.465391e-01 4.267619e-01 4.020662e-01 5.073970e-01 7.304801e-01
[11,] 7.298691e-01 5.735117e-01 4.983667e-01 5.693389e-01 7.977155e-01
[12,] 9.247133e-01 7.459387e-01 6.162723e-01 6.332425e-01 8.414665e-01
[13,] 1.107816e+00 9.300733e-01 7.530844e-01 7.035784e-01 8.657205e-01
[14,] 1.252161e+00 1.103836e+00 8.985205e-01 7.819194e-01 8.779873e-01
[15,] 1.333361e+00 1.240957e+00 1.034909e+00 8.642392e-01 8.857078e-01
[16,] 1.336352e+00 1.317406e+00 1.140507e+00 9.403192e-01 8.927928e-01
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[18,] 1.117048e+00 1.242109e+00 1.186799e+00 1.017811e+00 8.962135e-01
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[10,] 0.0887579296 3.173522e-02 9.730812e-03 3.821417e-03 0.0056434298
[11,] 0.1366807683 5.171820e-02 1.652828e-02 5.741232e-03 0.0064455703
[12,] 0.1975348956 7.912866e-02 2.654657e-02 8.674043e-03 0.0072100426
[13,] 0.2679885240 1.136541e-01 4.018792e-02 1.292907e-02 0.0080537625
[14,] 0.3414492291 1.532767e-01 5.725029e-02 1.869226e-02 0.0091463114
[15,] 0.4089497008 1.941937e-01 7.670566e-02 2.590133e-02 0.0106571212
[16,] 0.4612326553 2.313951e-01 9.670912e-02 3.417065e-02 0.0126976802
[17,] 0.4915559888 2.599136e-01 1.149545e-01 4.284266e-02 0.0153010968
[18,] 0.4982945740 2.764570e-01 1.293795e-01 5.122585e-02 0.0184900918
[19,] 0.4863404026 2.808983e-01 1.390709e-01 5.902669e-02 0.0224764226
[20,] 0.4666990657 2.770743e-01 1.450976e-01 6.690531e-02 0.0280054965
[21,] 0.4543897272 2.725757e-01 1.509811e-01 7.700932e-02 0.0368080696
[22,] 0.4654318656 2.776090e-01 1.626082e-01 9.329288e-02 0.0520491426
[23,] 0.5140024546 3.033603e-01 1.875750e-01 1.214322e-01 0.0785845517
[24,] 0.6106196124 3.604359e-01 2.341361e-01 1.682163e-01 0.1227803468
[25,] 0.7615612395 4.577880e-01 3.100430e-01 2.404272e-01 0.1916747432
[26,] 0.9689818460 6.021422e-01 4.215377e-01 3.434076e-01 0.2914224768
[27,] 1.2307539964 7.975106e-01 5.726133e-01 4.796800e-01 0.4252675813
[28,] 1.5392499666 1.044169e+00 7.644215e-01 6.480309e-01 0.5916433972
[29,] 1.8791197914 1.336713e+00 9.945221e-01 8.433159e-01 0.7831884625
[30,] 2.2252462470 1.661504e+00 1.255719e+00 1.056912e+00 0.9872921898
[31,] 2.5428010091 1.994715e+00 1.534606e+00 1.277422e+00 1.1881946864
[32,] 2.7910253282 2.302679e+00 1.810533e+00 1.491199e+00 1.3699252576
[33,] 2.9309017024 2.545898e+00 2.056170e+00 1.682586e+00 1.5189112250
[34,] 2.9348372607 2.686662e+00 2.240667e+00 1.834339e+00 1.6252909268
[35,] 2.7949784282 2.698386e+00 2.335464e+00 1.928992e+00 1.6827648002
[36,] 2.5267656774 2.573459e+00 2.321409e+00 1.951649e+00 1.6877207202
[37,] 2.1660084919 2.326454e+00 2.194724e+00 1.893787e+00 1.6387423162
[38,] 1.7603301139 1.991176e+00 1.969326e+00 1.756725e+00 1.5371666579
[39,] 1.3580021234 1.612453e+00 1.674269e+00 1.553070e+00 1.3884038381
[40,] 0.9979350816 1.235589e+00 1.347000e+00 1.305073e+00 1.2029556436
[41,] 0.7037016451 8.970479e-01 1.024784e+00 1.040124e+00 0.9960333841
[42,] 0.4825801163 6.190129e-01 7.372118e-01 7.849026e-01 0.7854056024
[43,] 0.3287308989 4.086647e-01 5.019413e-01 5.601940e-01 0.5881005810
[44,] 0.2285193435 2.612192e-01 3.242978e-01 3.779599e-01 0.4172096537
[45,] 0.1659131467 1.648166e-01 1.999147e-01 2.411673e-01 0.2799514659
[46,] 0.1265172324 1.053369e-01 1.187935e-01 1.457978e-01 0.1775027834
[47,] 0.0996968850 6.989958e-02 6.921321e-02 8.386333e-02 0.1063248261
[48,] 0.0789727273 4.865433e-02 4.050541e-02 4.627389e-02 0.0602241437
[49,] 0.0612746038 3.511853e-02 2.443210e-02 2.484357e-02 0.0323434756
[50,] 0.0457195274 2.561950e-02 1.542168e-02 1.325952e-02 0.0165632203
             [,38]        [,39]        [,40]        [,41]        [,42]
 [1,] 0.0002650689 0.0003657227 0.0004179711 0.0003956694 0.0003102488
 [2,] 0.0005336703 0.0007800956 0.0009445648 0.0009473448 0.0007870020
 [3,] 0.0010081025 0.0015611846 0.0020027528 0.0021281082 0.0018730594
 [4,] 0.0017867348 0.0029313789 0.0039841295 0.0044852823 0.0041825170
 [5,] 0.0029713233 0.0051641820 0.0074361835 0.0088694426 0.0087626271
 [6,] 0.0046365383 0.0085358036 0.0130219977 0.0164555962 0.0172243053
 [7,] 0.0067893269 0.0132373854 0.0213951625 0.0286444888 0.0317657576
 [8,] 0.0093306641 0.0192610090 0.0329810545 0.0467820255 0.0549651200
 [9,] 0.0120383443 0.0262955242 0.0477007133 0.0716848664 0.0892330229
[10,] 0.0145880679 0.0336839760 0.0647287907 0.1030591745 0.1359172825
[11,] 0.0166180786 0.0404880007 0.0824106790 0.1390132810 0.1942379168
[12,] 0.0178233547 0.0456701996 0.0984431717 0.1759287154 0.2604376815
[13,] 0.0180477850 0.0483526750 0.1103338182 0.2088951300 0.3276303891
[14,] 0.0173380656 0.0480656010 0.1160277747 0.2327188781 0.3867007829
[15,] 0.0159365041 0.0448907413 0.1144893135 0.2432473187 0.4282294616
[16,] 0.0142179073 0.0394430250 0.1060136682 0.2385510673 0.4449272881
[17,] 0.0126065701 0.0327034538 0.0921440038 0.2195039013 0.4337241798
[18,] 0.0115303442 0.0257848427 0.0752343718 0.1895245361 0.3966926156
[19,] 0.0114726281 0.0197468994 0.0578491125 0.1535930509 0.3404271726
[20,] 0.0131687093 0.0155672249 0.0422497784 0.1169487241 0.2741413218
[21,] 0.0179603378 0.0143302025 0.0301737749 0.0839712687 0.2072494268
[22,] 0.0282675511 0.0176330965 0.0229916444 0.0576193684 0.1473278219
[23,] 0.0480536296 0.0281344610 0.0222000766 0.0395439827 0.0990754007
[24,] 0.0830554133 0.0500786563 0.0301006320 0.0307441936 0.0644141572
[25,] 0.1404702357 0.0895261527 0.0504303672 0.0324789484 0.0434422304
[26,] 0.2278135297 0.1539444538 0.0886401711 0.0470942214 0.0357372434
[27,] 0.3508779686 0.2508615673 0.1514851034 0.0784324389 0.0415127369
[28,] 0.5111490311 0.3855491959 0.2456743415 0.1315391822 0.0622580781
[29,] 0.7035185477 0.5581896039 0.3756089913 0.2115072351 0.1006521619
[30,] 0.9154029996 0.7615226310 0.5407144199 0.3215616494 0.1597136215
[31,] 1.1281061684 0.9802173576 0.7333634635 0.4608797871 0.2413663696
[32,] 1.3204228888 1.1928545602 0.9385692700 0.6230118999 0.3448649757
[33,] 1.4733811934 1.3763825811 1.1361912647 0.7958416972 0.4657364676
[34,] 1.5743097074 1.5116532686 1.3053622799 0.9635880998 0.5958761779
[35,] 1.6186127535 1.5878734974 1.4296480106 1.1104420813 0.7250458604
[36,] 1.6087515896 1.6041198353 1.5008199912 1.2244817087 0.8433406976
[37,] 1.5513466440 1.5674330720 1.5195901112 1.3001256158 0.9435597742
[38,] 1.4541632443 1.4887021037 1.4931145107 1.3379647834 1.0222812176
[39,] 1.3245019667 1.3785450681 1.4307275727 1.3421593446 1.0790364078
[40,] 1.1693987609 1.2451031019 1.3402059198 1.3169422088 1.1140625959
[41,] 0.9968264076 1.0943120603 1.2263473617 1.2642525663 1.1260341116
[42,] 0.8165654822 0.9317301657 1.0921450501 1.1837899895 1.1112953181
[43,] 0.6398109465 0.7642751697 0.9413053220 1.0752629858 1.0652631087
[44,] 0.4775205282 0.6006043764 0.7802544380 0.9412939544 0.9853415236
[45,] 0.3383107150 0.4499218882 0.6183388813 0.7891265194 0.8737243991
[46,] 0.2269118388 0.3199768474 0.4661557692 0.6300916714 0.7384768420
[47,] 0.1438006321 0.2153581065 0.3330039724 0.4771089672 0.5922341415
[48,] 0.0859916792 0.1368521466 0.2247581948 0.3414948329 0.4491153975
[49,] 0.0484906079 0.0819726456 0.1430273763 0.2305124144 0.3212629529
[50,] 0.0257876837 0.0462302915 0.0856883336 0.1465012538 0.2163976923
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 0.0002015019 0.0001084026 4.830494e-05 1.782932e-05 5.450915e-06
 [2,] 0.0005415456 0.0003086637 1.457228e-04 5.698505e-05 1.845804e-05
 [3,] 0.0013655287 0.0008245965 4.124521e-04 1.708822e-04 5.864240e-05
 [4,] 0.0032305544 0.0020668444 1.095292e-03 4.807767e-04 1.748028e-04
 [5,] 0.0071707363 0.0048605403 2.728957e-03 1.269113e-03 4.888721e-04
 [6,] 0.0149334873 0.0107243787 6.379321e-03 3.143172e-03 1.282783e-03
 [7,] 0.0291788931 0.0222008599 1.399143e-02 7.303750e-03 3.158065e-03
 [8,] 0.0534917551 0.0431199163 2.879124e-02 1.592334e-02 7.294565e-03
 [9,] 0.0920058285 0.0785771876 5.558646e-02 3.257114e-02 1.580841e-02
[10,] 0.1484754013 0.1343463135 1.006905e-01 6.250898e-02 3.214310e-02
[11,] 0.2248039241 0.2155089006 1.711268e-01 1.125543e-01 6.131934e-02
[12,] 0.3193476523 0.3243509151 2.728713e-01 1.901481e-01 1.097533e-01
[13,] 0.4256318226 0.4580106514 4.082333e-01 3.013927e-01 1.843098e-01
[14,] 0.5322490417 0.6068012359 5.730195e-01 4.482123e-01 2.903953e-01
[15,] 0.6244621212 0.7542715375 7.546416e-01 6.253818e-01 4.292804e-01
[16,] 0.6873973134 0.8796693530 9.324436e-01 8.186855e-01 5.953920e-01
[17,] 0.7099375972 0.9625463817 1.080973e+00 1.005540e+00 7.747747e-01
[18,] 0.6879289176 0.9881761812 1.175757e+00 1.158757e+00 9.459286e-01
[19,] 0.6254312713 0.9518265001 1.199861e+00 1.252840e+00 1.083557e+00
[20,] 0.5334996979 0.8601864509 1.148827e+00 1.270894e+00 1.164543e+00
[21,] 0.4270016153 0.7293591195 1.032022e+00 1.209577e+00 1.174274e+00
[22,] 0.3207369433 0.5802485889 8.698327e-01 1.080110e+00 1.110949e+00
[23,] 0.2262591311 0.4331594300 6.878580e-01 9.049282e-01 9.861194e-01
[24,] 0.1503059079 0.3035164713 5.103814e-01 7.113334e-01 8.212501e-01
[25,] 0.0949741993 0.1998681590 3.553745e-01 5.246296e-01 6.417015e-01
[26,] 0.0591263044 0.1242507917 2.323314e-01 3.630619e-01 4.704414e-01
[27,] 0.0402421277 0.0741385785 1.429040e-01 2.358098e-01 3.235977e-01
[28,] 0.0360222930 0.0448952640 8.332776e-02 1.438775e-01 2.088717e-01
[29,] 0.0453274037 0.0318396102 4.733326e-02 8.274920e-02 1.265627e-01
[30,] 0.0683275743 0.0314712098 2.852970e-02 4.543533e-02 7.210331e-02
[31,] 0.1059541088 0.0418119006 2.180176e-02 2.489459e-02 3.884686e-02
[32,] 0.1589067195 0.0620728099 2.374876e-02 1.541855e-02 2.022028e-02
[33,] 0.2265996841 0.0919631290 3.246096e-02 1.306304e-02 1.091612e-02
[34,] 0.3064984482 0.1309760583 4.698915e-02 1.545957e-02 7.238999e-03
[35,] 0.3942110365 0.1779464813 6.680654e-02 2.136541e-02 6.926457e-03
[36,] 0.4843953094 0.2310547355 9.145798e-02 3.021406e-02 8.762460e-03
[37,] 0.5721000423 0.2882368770 1.204656e-01 4.180240e-02 1.219914e-02
[38,] 0.6538162134 0.3477131458 1.534196e-01 5.613683e-02 1.708347e-02
[39,] 0.7275524113 0.4082057577 1.900608e-01 7.337170e-02 2.349438e-02
[40,] 0.7917646113 0.4685316753 2.301314e-01 9.372237e-02 3.164095e-02
[41,] 0.8437254399 0.5266372158 2.728864e-01 1.172451e-01 4.175287e-02
[42,] 0.8784386868 0.5786038439 3.164039e-01 1.434635e-01 5.391306e-02
[43,] 0.8890672565 0.6183791346 3.570805e-01 1.709616e-01 6.783558e-02
[44,] 0.8690379605 0.6387497522 3.897562e-01 1.971742e-01 8.266182e-02
[45,] 0.8149618462 0.6334304493 4.086939e-01 2.186065e-01 9.689434e-02
[46,] 0.7289190810 0.5994551293 4.091982e-01 2.315522e-01 1.085702e-01
[47,] 0.6188910082 0.5387595957 3.892576e-01 2.331271e-01 1.156845e-01
[48,] 0.4970449156 0.4581583217 3.504775e-01 2.222272e-01 1.167470e-01
[49,] 0.3766237658 0.3676722761 2.978551e-01 1.999972e-01 1.112608e-01
[50,] 0.2687622008 0.2779188440 2.384670e-01 1.695893e-01 9.992154e-02
             [,48]        [,49]        [,50]
 [1,] 1.380370e-06 2.895428e-07 5.030621e-08
 [2,] 4.952241e-06 1.100548e-06 2.025854e-07
 [3,] 1.666932e-05 3.924781e-06 7.654282e-07
 [4,] 5.264348e-05 1.313204e-05 2.713384e-06
 [5,] 1.559846e-04 4.122487e-05 9.024610e-06
 [6,] 4.336403e-04 1.214220e-04 2.816156e-05
 [7,] 1.131065e-03 3.355409e-04 8.245079e-05
 [8,] 2.767936e-03 8.699693e-04 2.264871e-04
 [9,] 6.355284e-03 2.116279e-03 5.837171e-04
[10,] 1.369067e-02 4.830062e-03 1.411472e-03
[11,] 2.767097e-02 1.034291e-02 3.202228e-03
[12,] 5.247285e-02 2.077987e-02 6.816205e-03
[13,] 9.335884e-02 3.917002e-02 1.361268e-02
[14,] 1.558428e-01 6.927478e-02 2.550675e-02
[15,] 2.440778e-01 1.149494e-01 4.484116e-02
[16,] 3.586578e-01 1.789571e-01 7.396207e-02
[17,] 4.944733e-01 2.613976e-01 1.144595e-01
[18,] 6.396108e-01 3.582322e-01 1.661900e-01
[19,] 7.762457e-01 4.606150e-01 2.263959e-01
[20,] 8.838795e-01 5.556765e-01 2.893627e-01
[21,] 9.442725e-01 6.289504e-01 3.469980e-01
[22,] 9.464814e-01 6.679151e-01 3.904108e-01
[23,] 8.900968e-01 6.654823e-01 4.121233e-01
[24,] 7.853675e-01 6.221029e-01 4.081718e-01
[25,] 6.501584e-01 5.456302e-01 3.792881e-01
[26,] 5.049826e-01 4.489987e-01 3.306784e-01
[27,] 3.679985e-01 3.466589e-01 2.704911e-01
[28,] 2.516134e-01 2.511141e-01 2.075921e-01
[29,] 1.614211e-01 1.706686e-01 1.494787e-01
[30,] 9.718645e-02 1.088327e-01 1.009857e-01
[31,] 5.495059e-02 6.512147e-02 6.401128e-02
[32,] 2.925573e-02 3.657502e-02 3.807022e-02
[33,] 1.481392e-02 1.930481e-02 2.124755e-02
[34,] 7.398029e-03 9.620277e-03 1.113442e-02
[35,] 4.074210e-03 4.607373e-03 5.490393e-03
[36,] 3.039270e-03 2.258592e-03 2.569423e-03
[37,] 3.312159e-03 1.343277e-03 1.179688e-03
[38,] 4.439186e-03 1.188370e-03 5.946651e-04
[39,] 6.278857e-03 1.474399e-03 4.167963e-04
[40,] 8.866524e-03 2.087255e-03 4.539365e-04
[41,] 1.232619e-02 3.024421e-03 6.306474e-04
[42,] 1.679048e-02 4.335750e-03 9.326817e-04
[43,] 2.230402e-02 6.077178e-03 1.373462e-03
[44,] 2.871397e-02 8.264240e-03 1.971093e-03
[45,] 3.558271e-02 1.082595e-02 2.728899e-03
[46,] 4.217493e-02 1.357251e-02 3.618462e-03
[47,] 4.755783e-02 1.619618e-02 4.569206e-03
[48,] 5.080949e-02 1.831785e-02 5.470516e-03
[49,] 5.127447e-02 1.957408e-02 6.189789e-03
[50,] 4.877003e-02 1.971793e-02 6.603551e-03

> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (y,z)',xlab=par6,ylab=par7)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(y,z)
> (r<-lm(z ~ y))

Call:
lm(formula = z ~ y)

Coefficients:
(Intercept)            y  
     5.9877       0.8161  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/7eam61256761626.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] -2.24897570 -2.07146649 -1.89395728 -1.71644806 -1.53893885 -1.36142964
 [7] -1.18392043 -1.00641122 -0.82890200 -0.65139279 -0.47388358 -0.29637437
[13] -0.11886515  0.05864406  0.23615327  0.41366248  0.59117170  0.76868091
[19]  0.94619012  1.12369933  1.30120854  1.47871776  1.65622697  1.83373618
[25]  2.01124539  2.18875461  2.36626382  2.54377303  2.72128224  2.89879146
[31]  3.07630067  3.25380988  3.43131909  3.60882830  3.78633752  3.96384673
[37]  4.14135594  4.31886515  4.49637437  4.67388358  4.85139279  5.02890200
[43]  5.20641122  5.38392043  5.56142964  5.73893885  5.91644806  6.09395728
[49]  6.27146649  6.44897570

$yords
 [1] 12.31710 12.68171 13.04632 13.41092 13.77553 14.14014 14.50475 14.86936
 [9] 15.23397 15.59857 15.96318 16.32779 16.69240 17.05701 17.42161 17.78622
[17] 18.15083 18.51544 18.88005 19.24466 19.60926 19.97387 20.33848 20.70309
[25] 21.06770 21.43230 21.79691 22.16152 22.52613 22.89074 23.25534 23.61995
[33] 23.98456 24.34917 24.71378 25.07839 25.44299 25.80760 26.17221 26.53682
[41] 26.90143 27.26603 27.63064 27.99525 28.35986 28.72447 29.08908 29.45368
[49] 29.81829 30.18290

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
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[20,] 1.703302e-01 1.413141e-01 1.515749e-01 1.932402e-01 2.544955e-01
[21,] 3.811174e-01 3.511251e-01 3.984917e-01 5.043290e-01 6.384386e-01
[22,] 7.443704e-01 7.317445e-01 8.486529e-01 1.044676e+00 1.262894e+00
[23,] 1.231920e+00 1.267274e+00 1.464726e+00 1.729814e+00 1.991100e+00
[24,] 1.729437e+00 1.828620e+00 2.067366e+00 2.326787e+00 2.555638e+00
[25,] 2.079358e+00 2.227599e+00 2.446935e+00 2.637055e+00 2.791831e+00
[26,] 2.195769e+00 2.387538e+00 2.582902e+00 2.719284e+00 2.818091e+00
[27,] 2.182511e+00 2.468113e+00 2.705241e+00 2.839690e+00 2.882373e+00
[28,] 2.276739e+00 2.712615e+00 3.019658e+00 3.119749e+00 3.015450e+00
[29,] 2.563616e+00 3.096213e+00 3.370237e+00 3.307593e+00 2.954384e+00
[30,] 2.786624e+00 3.243186e+00 3.331895e+00 3.034267e+00 2.472438e+00
[31,] 2.589118e+00 2.826639e+00 2.697570e+00 2.261168e+00 1.678190e+00
[32,] 1.930606e+00 1.958756e+00 1.728514e+00 1.332311e+00 9.027921e-01
[33,] 1.128103e+00 1.061168e+00 8.655039e-01 6.142016e-01 3.811708e-01
[34,] 5.156127e-01 4.491250e-01 3.384926e-01 2.213453e-01 1.260805e-01
[35,] 1.972966e-01 1.572323e-01 1.084170e-01 6.481125e-02 3.368640e-02
[36,] 1.016446e-01 6.981142e-02 4.158550e-02 2.152297e-02 9.701237e-03
[37,] 1.302531e-01 7.769773e-02 3.991778e-02 1.768462e-02 6.766696e-03
[38,] 2.155489e-01 1.197967e-01 5.737613e-02 2.371075e-02 8.466406e-03
[39,] 3.121865e-01 1.661202e-01 7.656941e-02 3.061865e-02 1.063745e-02
[40,] 3.990102e-01 2.078671e-01 9.425875e-02 3.722084e-02 1.279843e-02
[41,] 4.814422e-01 2.484029e-01 1.114583e-01 4.343834e-02 1.468280e-02
[42,] 5.544457e-01 2.801104e-01 1.223975e-01 4.619110e-02 1.503540e-02
[43,] 5.722769e-01 2.772616e-01 1.156368e-01 4.148144e-02 1.278963e-02
[44,] 4.921974e-01 2.253365e-01 8.858453e-02 2.989172e-02 8.655212e-03
[45,] 3.373103e-01 1.448700e-01 5.336895e-02 1.686130e-02 4.568068e-03
[46,] 1.804038e-01 7.246344e-02 2.495526e-02 7.367957e-03 1.864887e-03
[47,] 7.465242e-02 2.800944e-02 9.008594e-03 2.483645e-03 5.869385e-04
[48,] 2.381830e-02 8.343260e-03 2.505063e-03 6.446926e-04 1.422110e-04
[49,] 5.850595e-03 1.912871e-03 5.360564e-04 1.287567e-04 2.650702e-05
[50,] 1.105577e-03 3.373449e-04 8.822372e-05 1.977511e-05 3.799027e-06
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 1.205801e-10 9.156094e-12 6.076698e-13 3.525036e-14 1.787753e-15
 [2,] 1.217762e-10 9.270669e-12 6.159889e-13 3.585661e-14 1.857485e-15
 [3,] 1.219142e-10 9.266478e-12 6.300497e-13 4.065368e-14 2.814986e-15
 [4,] 1.223518e-10 1.051898e-11 9.828480e-13 1.093520e-13 1.358985e-14
 [5,] 1.955295e-10 2.852525e-11 4.549840e-12 7.040475e-13 9.810988e-14
 [6,] 8.415944e-10 1.645963e-10 2.904331e-11 4.479891e-12 5.967983e-13
 [7,] 4.712869e-09 9.211240e-10 1.557319e-10 2.265682e-11 2.835045e-12
 [8,] 2.225261e-08 4.111806e-09 6.530155e-10 8.920109e-11 1.070142e-11
 [9,] 8.250652e-08 1.431601e-08 2.138635e-09 2.809536e-10 4.206098e-11
[10,] 2.396662e-07 3.929018e-08 5.683659e-09 9.254219e-10 4.684849e-10
[11,] 5.585804e-07 8.973704e-08 1.611343e-08 8.182734e-09 1.045055e-08
[12,] 1.127869e-06 2.258592e-07 1.152325e-07 1.442168e-07 2.066608e-07
[13,] 2.604252e-06 1.316685e-06 1.597797e-06 2.287962e-06 3.192103e-06
[14,] 1.234766e-05 1.421686e-05 2.028932e-05 2.846342e-05 3.813340e-05
[15,] 1.020268e-04 1.439903e-04 2.031204e-04 2.742700e-04 3.522961e-04
[16,] 8.182170e-04 1.159913e-03 1.577345e-03 2.046644e-03 2.519714e-03
[17,] 5.297470e-03 7.264743e-03 9.495000e-03 1.184454e-02 1.397422e-02
[18,] 2.679857e-02 3.530901e-02 4.438750e-02 5.327833e-02 6.022563e-02
[19,] 1.054719e-01 1.334449e-01 1.616173e-01 1.868183e-01 2.023085e-01
[20,] 3.235697e-01 3.936255e-01 4.601872e-01 5.127447e-01 5.319704e-01
[21,] 7.773171e-01 9.112276e-01 1.030690e+00 1.108211e+00 1.102158e+00
[22,] 1.473367e+00 1.669663e+00 1.832329e+00 1.904534e+00 1.818499e+00
[23,] 2.232229e+00 2.456646e+00 2.625553e+00 2.645455e+00 2.432238e+00
[24,] 2.770451e+00 2.979331e+00 3.113931e+00 3.051000e+00 2.711041e+00
[25,] 2.953431e+00 3.116915e+00 3.186560e+00 3.034525e+00 2.608259e+00
[26,] 2.917184e+00 2.993379e+00 2.952919e+00 2.701422e+00 2.228161e+00
[27,] 2.858787e+00 2.760702e+00 2.545256e+00 2.180870e+00 1.694214e+00
[28,] 2.760761e+00 2.413020e+00 2.006643e+00 1.563820e+00 1.118325e+00
[29,] 2.437653e+00 1.887533e+00 1.384911e+00 9.601509e-01 6.196243e-01
[30,] 1.828678e+00 1.250077e+00 8.033835e-01 4.893698e-01 2.808257e-01
[31,] 1.116372e+00 6.769917e-01 3.816589e-01 2.032464e-01 1.026579e-01
[32,] 5.431059e-01 2.942661e-01 1.463449e-01 6.815008e-02 3.010797e-02
[33,] 2.084605e-01 1.016361e-01 4.491354e-02 1.836228e-02 7.079189e-03
[34,] 6.292723e-02 2.776824e-02 1.098128e-02 3.965368e-03 1.335883e-03
[35,] 1.528949e-02 6.100699e-03 2.162516e-03 6.917189e-04 2.038501e-04
[36,] 3.820737e-03 1.321290e-03 4.043214e-04 1.108235e-04 2.771141e-05
[37,] 2.240757e-03 6.439489e-04 1.612405e-04 3.539508e-05 6.881471e-06
[38,] 2.616163e-03 7.007358e-04 1.629637e-04 3.296038e-05 5.807251e-06
[39,] 3.214580e-03 8.456717e-04 1.937415e-04 3.864786e-05 6.708704e-06
[40,] 3.829976e-03 9.965102e-04 2.251397e-04 4.410284e-05 7.479171e-06
[41,] 4.297835e-03 1.087765e-03 2.377076e-04 4.479380e-05 7.270639e-06
[42,] 4.216405e-03 1.017685e-03 2.112368e-04 3.768075e-05 5.773298e-06
[43,] 3.387350e-03 7.703003e-04 1.503478e-04 2.517944e-05 3.617478e-06
[44,] 2.149975e-03 4.580739e-04 8.369851e-05 1.311386e-05 1.761705e-06
[45,] 1.061136e-03 2.113359e-04 3.608378e-05 5.281637e-06 6.627127e-07
[46,] 4.046328e-04 7.525918e-05 1.199872e-05 1.639761e-06 1.920823e-07
[47,] 1.188936e-04 2.064339e-05 3.072224e-06 3.918965e-07 4.284807e-08
[48,] 2.688783e-05 4.357292e-06 6.052167e-07 7.205053e-08 7.351757e-09
[49,] 4.677138e-06 7.073350e-07 9.168349e-08 1.018539e-08 9.697960e-10
[50,] 6.255221e-07 8.827296e-08 1.067635e-08 1.106695e-09 9.831940e-11
             [,48]        [,49]        [,50]
 [1,] 7.947430e-17 3.133314e-18 1.140627e-19
 [2,] 9.002471e-17 4.587608e-18 2.815042e-19
 [3,] 2.345066e-16 2.241255e-17 2.133119e-18
 [4,] 1.653934e-15 1.816123e-16 1.743180e-17
 [5,] 1.193220e-14 1.254018e-15 1.167391e-16
 [6,] 6.845470e-14 6.918717e-15 8.904584e-16
 [7,] 3.117595e-13 4.143548e-14 2.290420e-14
 [8,] 1.496494e-12 7.891397e-13 1.024116e-12
 [9,] 2.152528e-11 2.806269e-11 3.847828e-11
[10,] 6.067959e-10 8.545174e-10 1.118283e-09
[11,] 1.491646e-08 2.018699e-08 2.500683e-08
[12,] 2.854137e-07 3.675403e-07 4.302430e-07
[13,] 4.216456e-06 5.156824e-06 5.698153e-06
[14,] 4.808848e-05 5.579067e-05 5.813858e-05
[15,] 4.237349e-04 4.658628e-04 4.575127e-04
[16,] 2.888200e-03 3.006515e-03 2.781210e-03
[17,] 1.525350e-02 1.502432e-02 1.308820e-02
[18,] 6.256424e-02 5.828702e-02 4.781810e-02
[19,] 1.999421e-01 1.761819e-01 1.361829e-01
[20,] 5.002105e-01 4.171254e-01 3.041350e-01
[21,] 9.868571e-01 7.800006e-01 5.376775e-01
[22,] 1.553852e+00 1.167684e+00 7.640653e-01
[23,] 1.991092e+00 1.429826e+00 8.935344e-01
[24,] 2.136755e+00 1.475220e+00 8.864380e-01
[25,] 1.984108e+00 1.321378e+00 7.660398e-01
[26,] 1.627314e+00 1.041226e+00 5.800612e-01
[27,] 1.171386e+00 7.118670e-01 3.771961e-01
[28,] 7.191325e-01 4.092510e-01 2.038321e-01
[29,] 3.645799e-01 1.918047e-01 8.888568e-02
[30,] 1.491425e-01 7.174190e-02 3.067588e-02
[31,] 4.864127e-02 2.117864e-02 8.292039e-03
[32,] 1.260019e-02 4.916231e-03 1.748579e-03
[33,] 2.595821e-03 8.984584e-04 2.877206e-04
[34,] 4.269692e-04 1.298412e-04 3.706321e-05
[35,] 5.655495e-05 1.496486e-05 3.762987e-06
[36,] 6.472301e-06 1.443845e-06 3.105168e-07
[37,] 1.205382e-06 1.954172e-07 3.035613e-08
[38,] 8.929189e-07 1.201167e-07 1.419781e-08
[39,] 1.012327e-06 1.326235e-07 1.506396e-08
[40,] 1.096368e-06 1.387297e-07 1.513381e-08
[41,] 1.015531e-06 1.219657e-07 1.258705e-08
[42,] 7.594343e-07 8.573691e-08 8.304905e-09
[43,] 4.457551e-07 4.710400e-08 4.268157e-09
[44,] 2.029049e-07 2.003485e-08 1.695871e-09
[45,] 7.128001e-08 6.571850e-09 5.193677e-10
[46,] 1.928626e-08 1.659814e-09 1.224378e-10
[47,] 4.015383e-09 3.225208e-10 2.220336e-11
[48,] 6.429369e-10 4.819128e-11 3.095903e-12
[49,] 7.913990e-11 5.535067e-12 3.317863e-13
[50,] 7.486042e-12 4.885032e-13 2.732000e-14

> 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  
    23.4241      -0.8255  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1qeu31256761626.ps tmp/1qeu31256761626.png")
> system("convert tmp/22kde1256761626.ps tmp/22kde1256761626.png")
> system("convert tmp/30o5d1256761626.ps tmp/30o5d1256761626.png")
> system("convert tmp/4ajk91256761626.ps tmp/4ajk91256761626.png")
> system("convert tmp/53x0r1256761626.ps tmp/53x0r1256761626.png")
> system("convert tmp/674x71256761626.ps tmp/674x71256761626.png")
> system("convert tmp/7eam61256761626.ps tmp/7eam61256761626.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.080   1.620   3.923