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

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Type 'demo()' for some demos, 'help()' for on-line help, or
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Type 'q()' to quit R.

> z <- c(24,23,24,24,27,28,25,19,19,19,20,16,22,21,25,29,28,25,26,24,28,28,28,28,32,31,22,29,31,29,32,32,31,29,28,28,29,22,26,24,27,27,23,21,19,17,19,21,13,8,5,10,6,6,8,11,12,13,19,19)
> y <- c(10.9,10,9.2,9.2,9.5,9.6,9.5,9.1,8.9,9,10.1,10.3,10.2,9.6,9.2,9.3,9.4,9.4,9.2,9,9,9,9.8,10,9.8,9.3,9,9,9.1,9.1,9.1,9.2,8.8,8.3,8.4,8.1,7.7,7.9,7.9,8,7.9,7.6,7.1,6.8,6.5,6.9,8.2,8.7,8.3,7.9,7.5,7.8,8.3,8.4,8.2,7.7,7.2,7.3,8.1,8.5)
> x <- c(8.1,7.7,7.5,7.6,7.8,7.8,7.8,7.5,7.5,7.1,7.5,7.5,7.6,7.7,7.7,7.9,8.1,8.2,8.2,8.2,7.9,7.3,6.9,6.6,6.7,6.9,7,7.1,7.2,7.1,6.9,7,6.8,6.4,6.7,6.6,6.4,6.3,6.2,6.5,6.8,6.8,6.4,6.1,5.8,6.1,7.2,7.3,6.9,6.1,5.8,6.2,7.1,7.7,7.9,7.7,7.4,7.5,8,8.1)
> par7 = 'Consumentenvertrouwen'
> par6 = 'Werkloosheid_mannen'
> par5 = 'Werkloosheid_vrouwen'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.23 loaded
Copyright M. P. Wand 1997-2009

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


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/1ksyx1257360240.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/29sit1257360240.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/3on6f1257360240.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/4zz5u1257360240.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/50dfn1257360240.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  
     2.7095       0.8351  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6ukg21257360240.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]  5.922574  6.035939  6.149303  6.262667  6.376032  6.489396  6.602760
 [8]  6.716125  6.829489  6.942853  7.056217  7.169582  7.282946  7.396310
[15]  7.509675  7.623039  7.736403  7.849768  7.963132  8.076496  8.189861
[22]  8.303225  8.416589  8.529954  8.643318  8.756682  8.870046  8.983411
[29]  9.096775  9.210139  9.323504  9.436868  9.550232  9.663597  9.776961
[36]  9.890325 10.003690 10.117054 10.230418 10.343783 10.457147 10.570511
[43] 10.683875 10.797240 10.910604 11.023968 11.137333 11.250697 11.364061
[50] 11.477426

$yords
 [1]  1.377281  2.076167  2.775054  3.473940  4.172827  4.871713  5.570600
 [8]  6.269486  6.968373  7.667259  8.366146  9.065032  9.763919 10.462805
[15] 11.161692 11.860578 12.559465 13.258351 13.957238 14.656124 15.355011
[22] 16.053897 16.752784 17.451670 18.150557 18.849443 19.548330 20.247216
[29] 20.946103 21.644989 22.343876 23.042762 23.741649 24.440535 25.139422
[36] 25.838308 26.537195 27.236081 27.934968 28.633854 29.332741 30.031627
[43] 30.730514 31.429400 32.128287 32.827173 33.526060 34.224946 34.923833
[50] 35.622719

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.146281e-04 1.198606e-04 1.381577e-04 1.921792e-04 3.121142e-04
 [2,] 3.592075e-04 3.676557e-04 3.877512e-04 4.707410e-04 6.901872e-04
 [3,] 1.032813e-03 1.063507e-03 1.072869e-03 1.164267e-03 1.499323e-03
 [4,] 2.702790e-03 2.846275e-03 2.844500e-03 2.879213e-03 3.270900e-03
 [5,] 6.410125e-03 6.966991e-03 7.056071e-03 6.940375e-03 7.189060e-03
 [6,] 1.374928e-02 1.549963e-02 1.612047e-02 1.587214e-02 1.563999e-02
 [7,] 2.664944e-02 3.124324e-02 3.361589e-02 3.374783e-02 3.278392e-02
 [8,] 4.667458e-02 5.699262e-02 6.369329e-02 6.589409e-02 6.465137e-02
 [9,] 7.391979e-02 9.408622e-02 1.094613e-01 1.173932e-01 1.180423e-01
[10,] 1.060340e-01 1.407340e-01 1.706561e-01 1.903552e-01 1.978141e-01
[11,] 1.382038e-01 1.912562e-01 2.418443e-01 2.810521e-01 3.032389e-01
[12,] 1.646410e-01 2.373534e-01 3.128724e-01 3.790110e-01 4.255341e-01
[13,] 1.811381e-01 2.714356e-01 3.723857e-01 4.698299e-01 5.490991e-01
[14,] 1.872244e-01 2.903534e-01 4.130769e-01 5.412616e-01 6.572663e-01
[15,] 1.863308e-01 2.969924e-01 4.353989e-01 5.892174e-01 7.399696e-01
[16,] 1.835513e-01 2.982079e-01 4.467402e-01 6.193008e-01 7.982284e-01
[17,] 1.823186e-01 3.000896e-01 4.559368e-01 6.419207e-01 8.414848e-01
[18,] 1.822123e-01 3.036603e-01 4.665441e-01 6.636946e-01 8.786752e-01
[19,] 1.793867e-01 3.040167e-01 4.735947e-01 6.810952e-01 9.090272e-01
[20,] 1.692645e-01 2.935421e-01 4.663120e-01 6.812019e-01 9.195793e-01
[21,] 1.496061e-01 2.669624e-01 4.350305e-01 6.494527e-01 8.919483e-01
[22,] 1.219746e-01 2.248592e-01 3.776394e-01 5.792349e-01 8.141261e-01
[23,] 9.089734e-02 1.735770e-01 3.014298e-01 4.769364e-01 6.893484e-01
[24,] 6.159661e-02 1.220520e-01 2.196471e-01 3.595192e-01 5.362819e-01
[25,] 3.784852e-02 7.790542e-02 1.455030e-01 2.468490e-01 3.809753e-01
[26,] 2.105414e-02 4.505124e-02 8.741062e-02 1.539089e-01 2.462057e-01
[27,] 1.059316e-02 2.357565e-02 4.755218e-02 8.697870e-02 1.443993e-01
[28,] 4.818064e-03 1.115666e-02 2.340455e-02 4.450142e-02 7.674304e-02
[29,] 1.980265e-03 4.772231e-03 1.041600e-02 2.059761e-02 3.692214e-02
[30,] 7.353076e-04 1.844549e-03 4.189874e-03 8.620282e-03 1.607026e-02
[31,] 2.466216e-04 6.440890e-04 1.522948e-03 3.260984e-03 6.325358e-03
[32,] 7.470529e-05 2.031548e-04 5.001433e-04 1.114956e-03 2.251578e-03
[33,] 2.043642e-05 5.788048e-05 1.484167e-04 3.446877e-04 7.255628e-04
[34,] 5.049389e-06 1.490075e-05 3.982982e-05 9.652836e-05 2.125070e-04
[35,] 1.127521e-06 3.471050e-06 9.695557e-06 2.464198e-05 5.730421e-05
[36,] 2.280474e-07 7.350607e-07 2.161626e-06 5.847572e-06 1.477623e-05
[37,] 4.207858e-08 1.436036e-07 4.543874e-07 1.361565e-06 3.988279e-06
[38,] 7.240104e-09 2.699280e-08 9.698925e-08 3.480135e-07 1.282849e-06
[39,] 1.232411e-09 5.375897e-09 2.386739e-08 1.094251e-07 5.096324e-07
[40,] 2.332017e-10 1.287485e-09 7.297548e-09 4.122368e-08 2.239762e-07
[41,] 5.446565e-11 3.776753e-10 2.556058e-09 1.635861e-08 9.696709e-08
[42,] 1.505253e-11 1.207574e-10 9.040876e-10 6.221998e-09 3.904562e-08
[43,] 4.327154e-12 3.771194e-11 3.005395e-10 2.178190e-09 1.431799e-08
[44,] 1.185196e-12 1.091836e-11 9.131113e-11 6.920052e-10 4.748248e-09
[45,] 2.981549e-13 2.875645e-12 2.511871e-11 1.986011e-10 1.420905e-09
[46,] 6.802164e-14 6.847155e-13 6.237547e-12 5.141409e-11 3.834196e-10
[47,] 1.401586e-14 1.471029e-13 1.396882e-12 1.200088e-11 9.327527e-11
[48,] 2.604906e-15 2.849679e-14 2.820355e-13 2.525289e-12 2.045554e-11
[49,] 4.365022e-16 4.976794e-15 5.133417e-14 4.790248e-13 4.043892e-12
[50,] 6.593943e-17 7.835275e-16 8.422746e-15 8.191175e-14 7.206561e-13
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.296339e-04 8.661134e-04 1.318249e-03 1.851173e-03 2.413555e-03
 [2,] 1.130930e-03 1.864100e-03 2.909892e-03 4.205083e-03 5.607917e-03
 [3,] 2.279347e-03 3.698805e-03 5.865763e-03 8.710351e-03 1.194174e-02
 [4,] 4.448269e-03 6.868598e-03 1.087102e-02 1.647637e-02 2.322300e-02
 [5,] 8.628119e-03 1.220759e-02 1.875777e-02 2.862350e-02 4.127386e-02
 [6,] 1.686552e-02 2.132286e-02 3.073310e-02 4.617897e-02 6.738150e-02
 [7,] 3.298379e-02 3.735293e-02 4.903117e-02 7.042745e-02 1.020949e-01
 [8,] 6.307615e-02 6.578904e-02 7.794115e-02 1.039572e-01 1.459836e-01
 [9,] 1.149910e-01 1.146194e-01 1.246019e-01 1.520408e-01 2.014319e-01
[10,] 1.960584e-01 1.928096e-01 1.984327e-01 2.231662e-01 2.743989e-01
[11,] 3.091875e-01 3.066852e-01 3.082469e-01 3.272593e-01 3.741904e-01
[12,] 4.490583e-01 4.553157e-01 4.574217e-01 4.711742e-01 5.098526e-01
[13,] 6.012937e-01 6.276697e-01 6.394590e-01 6.531711e-01 6.840710e-01
[14,] 7.466571e-01 8.044636e-01 8.372940e-01 8.598774e-01 8.880220e-01
[15,] 8.690950e-01 9.651550e-01 1.028227e+00 1.068724e+00 1.101152e+00
[16,] 9.628447e-01 1.096524e+00 1.192585e+00 1.255617e+00 1.297212e+00
[17,] 1.033157e+00 1.196955e+00 1.320778e+00 1.403607e+00 1.453559e+00
[18,] 1.089084e+00 1.272619e+00 1.413556e+00 1.506872e+00 1.558063e+00
[19,] 1.132875e+00 1.327646e+00 1.474869e+00 1.567260e+00 1.609371e+00
[20,] 1.153967e+00 1.355567e+00 1.502646e+00 1.586207e+00 1.611086e+00
[21,] 1.132871e+00 1.339283e+00 1.485116e+00 1.558719e+00 1.564890e+00
[22,] 1.053128e+00 1.260773e+00 1.406569e+00 1.474786e+00 1.468343e+00
[23,] 9.133242e-01 1.114278e+00 1.259183e+00 1.327849e+00 1.319162e+00
[24,] 7.309799e-01 9.137427e-01 1.052494e+00 1.124117e+00 1.122499e+00
[25,] 5.359983e-01 6.893659e-01 8.135791e-01 8.855676e-01 8.951722e-01
[26,] 3.583860e-01 4.757322e-01 5.775882e-01 6.439830e-01 6.630630e-01
[27,] 2.178454e-01 2.991468e-01 3.747757e-01 4.297233e-01 4.529671e-01
[28,] 1.201417e-01 1.709596e-01 2.215192e-01 2.620162e-01 2.839047e-01
[29,] 6.003678e-02 8.864209e-02 1.190044e-01 1.455622e-01 1.626815e-01
[30,] 2.716129e-02 4.165390e-02 5.802980e-02 7.356840e-02 8.509711e-02
[31,] 1.112031e-02 1.773320e-02 2.568250e-02 3.384918e-02 4.073703e-02
[32,] 4.121634e-03 6.847105e-03 1.034427e-02 1.426558e-02 1.808280e-02
[33,] 1.386204e-03 2.410073e-03 3.832550e-03 5.627740e-03 7.760359e-03
[34,] 4.265782e-04 7.865245e-04 1.350280e-03 2.208619e-03 3.555081e-03
[35,] 1.232392e-04 2.498352e-04 4.917381e-04 9.729966e-04 1.980665e-03
[36,] 3.577950e-05 8.593166e-05 2.111004e-04 5.342267e-04 1.362128e-03
[37,] 1.182563e-05 3.617394e-05 1.128668e-04 3.476195e-04 1.021620e-03
[38,] 4.865630e-06 1.849175e-05 6.794913e-05 2.345715e-04 7.472241e-04
[39,] 2.329133e-06 1.010770e-05 4.073024e-05 1.504615e-04 5.061389e-04
[40,] 1.139127e-06 5.334684e-06 2.280140e-05 8.854707e-05 3.117347e-04
[41,] 5.261943e-07 2.598297e-06 1.163995e-05 4.723858e-05 1.735482e-04
[42,] 2.225248e-07 1.149425e-06 5.376048e-06 2.275739e-05 8.716930e-05
[43,] 8.524931e-08 4.594557e-07 2.240838e-06 9.888410e-06 3.947864e-05
[44,] 2.948605e-08 1.656797e-07 8.422724e-07 3.873865e-06 1.611895e-05
[45,] 9.197993e-09 5.386861e-08 2.854188e-07 1.368123e-06 5.932831e-06
[46,] 2.586873e-09 1.578967e-08 8.719005e-08 4.355647e-07 1.968477e-06
[47,] 6.558692e-10 4.172149e-09 2.401019e-08 1.250034e-07 5.887616e-07
[48,] 1.499011e-10 9.937756e-10 5.960249e-09 3.233930e-08 1.587405e-07
[49,] 3.088402e-11 2.133819e-10 1.333747e-09 7.541874e-09 3.858122e-08
[50,] 5.735908e-12 4.130148e-11 2.690427e-10 1.585501e-09 8.452844e-09
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.984370e-03 3.645814e-03 4.660302e-03 6.526220e-03 1.000266e-02
 [2,] 6.971471e-03 8.286795e-03 9.850513e-03 1.238276e-02 1.704202e-02
 [3,] 1.513210e-02 1.796431e-02 2.057986e-02 2.386636e-02 2.951743e-02
 [4,] 3.019678e-02 3.638614e-02 4.132355e-02 4.574290e-02 5.186784e-02
 [5,] 5.514332e-02 6.801005e-02 7.800494e-02 8.491136e-02 9.105249e-02
 [6,] 9.216129e-02 1.166259e-01 1.364741e-01 1.491692e-01 1.559520e-01
 [7,] 1.416382e-01 1.833966e-01 2.197377e-01 2.440945e-01 2.545923e-01
 [8,] 2.021871e-01 2.656656e-01 3.252381e-01 3.689286e-01 3.893113e-01
 [9,] 2.724562e-01 3.580980e-01 4.444976e-01 5.141086e-01 5.521940e-01
[10,] 3.540969e-01 4.564449e-01 5.667320e-01 6.634339e-01 7.246707e-01
[11,] 4.535991e-01 5.617718e-01 6.851789e-01 8.012964e-01 8.837676e-01
[12,] 5.804292e-01 6.814215e-01 8.017672e-01 9.210422e-01 1.012790e+00
[13,] 7.410633e-01 8.244215e-01 9.256235e-01 1.028147e+00 1.109605e+00
[14,] 9.319689e-01 9.932138e-01 1.065020e+00 1.134680e+00 1.185926e+00
[15,] 1.136450e+00 1.177226e+00 1.217874e+00 1.248152e+00 1.257199e+00
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[14,] 1.310527510 1.393085477 1.432511204 1.4174933817 1.3422606420
[15,] 1.414093865 1.557672221 1.665309006 1.7128536571 1.6817199988
[16,] 1.523588924 1.712491023 1.878403727 1.9870218911 2.0063958080
[17,] 1.618246276 1.836258744 2.047158291 2.2106632766 2.2832695728
[18,] 1.668766586 1.900714468 2.142759803 2.3528441108 2.4793357170
[19,] 1.655419152 1.886178010 2.145227162 2.3918846431 2.5704907313
[20,] 1.585184085 1.798345307 2.058982307 2.3295102777 2.5540254582
[21,] 1.498142250 1.676466287 1.921835961 2.2004309511 2.4587818057
[22,] 1.458957105 1.587184758 1.800579500 2.0697283808 2.3450171719
[23,] 1.536682485 1.605729399 1.773325269 2.0163175081 2.2899400624
[24,] 1.780514693 1.791714666 1.905439057 2.1084670750 2.3629757919
[25,] 2.199113946 2.167612416 2.227980857 2.3814610688 2.6014528432
[26,] 2.749288954 2.705539024 2.724809810 2.8253785917 2.9974940294
[27,] 3.338663971 3.325913005 3.330572990 3.3850661840 3.5002014484
[28,] 3.845382014 3.910820598 3.940157019 3.9698960845 4.0290561183
[29,] 4.152756383 4.332667935 4.430102147 4.4706675518 4.4912092082
[30,] 4.188176156 4.492239404 4.690086400 4.7825366139 4.7983879838
[31,] 3.949335092 4.352281838 4.656352543 4.8314363257 4.8833561459
[32,] 3.503950024 3.950479721 4.333360736 4.5964904068 4.7155202978
[33,] 2.962043637 3.383918879 3.791888462 4.1178442730 4.3109381612
[34,] 2.434495958 2.771958504 3.142746164 3.4837188304 3.7299516863
[35,] 1.997782355 2.215661479 2.498354646 2.8010901332 3.0603155338
[36,] 1.679074039 1.771906268 1.940155645 2.1634151774 2.3920258126
[37,] 1.463487307 1.450168733 1.504613466 1.6293851739 1.7949133467
[38,] 1.314782374 1.227566366 1.189140500 1.2190305191 1.3075946564
[39,] 1.197233727 1.070579814 0.969682209 0.9238708157 0.9392411286
[40,] 1.089181409 0.952094731 0.818704337 0.7222894299 0.6793631505
[41,] 0.984768682 0.857723257 0.715557418 0.5917484432 0.5088165041
[42,] 0.886587744 0.782071812 0.647296954 0.5137853445 0.4071675680
[43,] 0.796070690 0.720676511 0.603566942 0.4727874220 0.3551725832
[44,] 0.708537574 0.664600531 0.571664883 0.4527947872 0.3342586723
[45,] 0.615585030 0.601597543 0.536398333 0.4366943376 0.3261411825
[46,] 0.511748797 0.522290552 0.484916928 0.4093444702 0.3146142161
[47,] 0.399484715 0.425984051 0.412531540 0.3624727333 0.2890090016
[48,] 0.288594188 0.321421142 0.324785672 0.2974462125 0.2468296069
[49,] 0.191015025 0.222085490 0.234119635 0.2235602581 0.1933010641
[50,] 0.115094198 0.139625937 0.153520969 0.1528500995 0.1377534832
             [,38]        [,39]        [,40]        [,41]        [,42]
 [1,] 6.227629e-05 2.106063e-05 7.120854e-06 2.453171e-06 8.612844e-07
 [2,] 2.101104e-04 7.762285e-05 2.884664e-05 1.090512e-05 4.159794e-06
 [3,] 6.563760e-04 2.653828e-04 1.082261e-04 4.465780e-05 1.838144e-05
 [4,] 1.900072e-03 8.410041e-04 3.751261e-04 1.679312e-04 7.410799e-05
 [5,] 5.098285e-03 2.467071e-03 1.198036e-03 5.781999e-04 2.719991e-04
 [6,] 1.267796e-02 6.687738e-03 3.516319e-03 1.818424e-03 9.073277e-04
 [7,] 2.920436e-02 1.672285e-02 9.463707e-03 5.214209e-03 2.747626e-03
 [8,] 6.228623e-02 3.851199e-02 2.331631e-02 1.361557e-02 7.548663e-03
 [9,] 1.229579e-01 8.159934e-02 5.253700e-02 3.235981e-02 1.881243e-02
[10,] 2.247319e-01 1.590320e-01 1.082518e-01 7.001509e-02 4.254748e-02
[11,] 3.807411e-01 2.853314e-01 2.041599e-01 1.380570e-01 8.742598e-02
[12,] 5.993271e-01 4.722713e-01 3.531752e-01 2.486101e-01 1.635307e-01
[13,] 8.796636e-01 7.236420e-01 5.623483e-01 4.102282e-01 2.793067e-01
[14,] 1.209488e+00 1.031456e+00 8.282523e-01 6.232576e-01 4.375487e-01
[15,] 1.565948e+00 1.375747e+00 1.135568e+00 8.774607e-01 6.325745e-01
[16,] 1.918713e+00 1.728034e+00 1.459989e+00 1.153823e+00 8.507964e-01
[17,] 2.233806e+00 2.056391e+00 1.773803e+00 1.429827e+00 1.074986e+00
[18,] 2.478089e+00 2.330299e+00 2.051233e+00 1.685189e+00 1.289931e+00
[19,] 2.626178e+00 2.525780e+00 2.272445e+00 1.905578e+00 1.486424e+00
[20,] 2.670642e+00 2.632658e+00 2.427857e+00 2.084845e+00 1.662705e+00
[21,] 2.632145e+00 2.663363e+00 2.524287e+00 2.228090e+00 1.825180e+00
[22,] 2.562209e+00 2.657915e+00 2.590384e+00 2.355651e+00 1.990073e+00
[23,] 2.532416e+00 2.677803e+00 2.674689e+00 2.503476e+00 2.183975e+00
[24,] 2.610966e+00 2.786165e+00 2.831082e+00 2.713788e+00 2.438155e+00
[25,] 2.836306e+00 3.021074e+00 3.094451e+00 3.015278e+00 2.773786e+00
[26,] 3.201112e+00 3.375911e+00 3.458829e+00 3.401604e+00 3.183052e+00
[27,] 3.654521e+00 3.798814e+00 3.872478e+00 3.822620e+00 3.618401e+00
[28,] 4.119661e+00 4.211947e+00 4.255473e+00 4.197814e+00 4.001197e+00
[29,] 4.515421e+00 4.538861e+00 4.530596e+00 4.447205e+00 4.249596e+00
[30,] 4.772547e+00 4.724543e+00 4.649330e+00 4.522158e+00 4.311294e+00
[31,] 4.842052e+00 4.740845e+00 4.599513e+00 4.418224e+00 4.181773e+00
[32,] 4.700158e+00 4.581789e+00 4.395465e+00 4.165306e+00 3.898214e+00
[33,] 4.352830e+00 4.258173e+00 4.062721e+00 3.805955e+00 3.515999e+00
[34,] 3.837451e+00 3.796192e+00 3.628972e+00 3.377792e+00 3.084757e+00
[35,] 3.216888e+00 3.237289e+00 3.123651e+00 2.908460e+00 2.637175e+00
[36,] 2.565165e+00 2.634188e+00 2.580596e+00 2.420173e+00 2.191706e+00
[37,] 1.949949e+00 2.041879e+00 2.037710e+00 1.935575e+00 1.761228e+00
[38,] 1.419254e+00 1.507051e+00 1.532198e+00 1.479224e+00 1.359250e+00
[39,] 9.967111e-01 1.060588e+00 1.094075e+00 1.074460e+00 1.000572e+00
[40,] 6.847420e-01 7.153948e-01 7.413477e-01 7.386314e-01 6.981619e-01
[41,] 4.717923e-01 4.688982e-01 4.786116e-01 4.796777e-01 4.595018e-01
[42,] 3.395422e-01 3.079992e-01 2.989250e-01 2.954667e-01 2.846768e-01
[43,] 2.677056e-01 2.142290e-01 1.877012e-01 1.757925e-01 1.668485e-01
[44,] 2.362170e-01 1.677021e-01 1.270231e-01 1.059059e-01 9.458202e-02
[45,] 2.261805e-01 1.496136e-01 9.915732e-02 7.014664e-02 5.487206e-02
[46,] 2.211804e-01 1.438733e-01 8.882784e-02 5.462408e-02 3.572487e-02
[47,] 2.094246e-01 1.385084e-01 8.448154e-02 4.864264e-02 2.767442e-02
[48,] 1.856667e-01 1.267794e-01 7.888213e-02 4.513220e-02 2.424473e-02
[49,] 1.513432e-01 1.073431e-01 6.906067e-02 4.043424e-02 2.171515e-02
[50,] 1.123660e-01 8.296763e-02 5.547636e-02 3.362948e-02 1.853356e-02
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 3.022034e-07 1.030445e-07 3.330131e-08 1.002131e-08 2.777102e-09
 [2,] 1.564761e-06 5.654505e-07 1.921697e-07 6.054017e-08 1.752114e-08
 [3,] 7.369150e-06 2.811003e-06 1.002305e-06 3.301493e-07 9.972317e-08
 [4,] 3.150727e-05 1.264673e-05 4.722587e-06 1.624866e-06 5.119710e-07
 [5,] 1.221345e-04 5.145554e-05 2.009438e-05 7.216047e-06 2.370744e-06
 [6,] 4.288333e-04 1.892430e-04 7.719627e-05 2.891512e-05 9.901687e-06
 [7,] 1.363032e-03 6.289763e-04 2.677407e-04 1.045438e-04 3.730223e-05
 [8,] 3.920910e-03 1.889149e-03 8.384195e-04 3.410862e-04 1.267672e-04
 [9,] 1.020893e-02 5.128734e-03 2.371050e-03 1.004427e-03 3.886921e-04
[10,] 2.407220e-02 1.259193e-02 6.058330e-03 2.670720e-03 1.075641e-03
[11,] 5.145757e-02 2.798410e-02 1.399690e-02 6.416013e-03 2.687862e-03
[12,] 9.989351e-02 5.637814e-02 2.927575e-02 1.393983e-02 6.069685e-03
[13,] 1.765830e-01 1.032009e-01 5.553980e-02 2.743310e-02 1.240175e-02
[14,] 2.853745e-01 1.722367e-01 9.584770e-02 4.901853e-02 2.297249e-02
[15,] 4.240392e-01 2.634140e-01 1.511293e-01 7.982378e-02 3.869826e-02
[16,] 5.838524e-01 3.718551e-01 2.191525e-01 1.191475e-01 5.957686e-02
[17,] 7.524650e-01 4.893938e-01 2.950443e-01 1.644378e-01 8.448030e-02
[18,] 9.188284e-01 6.082767e-01 3.736527e-01 2.125430e-01 1.116829e-01
[19,] 1.077416e+00 7.251349e-01 4.527554e-01 2.619228e-01 1.401557e-01
[20,] 1.229882e+00 8.431609e-01 5.354605e-01 3.147944e-01 1.711535e-01
[21,] 1.384807e+00 9.720516e-01 6.308070e-01 3.782295e-01 2.094001e-01
[22,] 1.557402e+00 1.126885e+00 7.528636e-01 4.639229e-01 2.634239e-01
[23,] 1.769001e+00 1.326592e+00 9.189212e-01 5.868304e-01 3.449150e-01
[24,] 2.043080e+00 1.590425e+00 1.146181e+00 7.624255e-01 4.668744e-01
[25,] 2.394527e+00 1.929851e+00 1.445304e+00 1.001612e+00 6.399316e-01
[26,] 2.814264e+00 2.336362e+00 1.810690e+00 1.303002e+00 8.664983e-01
[27,] 3.258371e+00 2.771455e+00 2.211524e+00 1.645053e+00 1.134162e+00
[28,] 3.652666e+00 3.168161e+00 2.591007e+00 1.983573e+00 1.412146e+00
[29,] 3.915909e+00 3.449081e+00 2.879280e+00 2.259837e+00 1.655315e+00
[30,] 3.991538e+00 3.554930e+00 3.017363e+00 2.419114e+00 1.817059e+00
[31,] 3.869712e+00 3.468201e+00 2.980343e+00 2.431506e+00 1.866336e+00
[32,] 3.586555e+00 3.217653e+00 2.786068e+00 2.303281e+00 1.799732e+00
[33,] 3.202764e+00 2.861497e+00 2.484080e+00 2.071602e+00 1.641088e+00
[34,] 2.776772e+00 2.461068e+00 2.132430e+00 1.786273e+00 1.428975e+00
[35,] 2.348247e+00 2.061055e+00 1.776953e+00 1.490216e+00 1.200162e+00
[36,] 1.937157e+00 1.684687e+00 1.443274e+00 1.209421e+00 9.788710e-01
[37,] 1.552386e+00 1.340643e+00 1.141234e+00 9.546512e-01 7.759775e-01
[38,] 1.200492e+00 1.032521e+00 8.738645e-01 7.291469e-01 5.948340e-01
[39,] 8.892800e-01 7.641172e-01 6.434668e-01 5.349022e-01 4.372617e-01
[40,] 6.265774e-01 5.395948e-01 4.526222e-01 3.742882e-01 3.057171e-01
[41,] 4.173102e-01 3.613256e-01 3.024500e-01 2.485219e-01 2.020953e-01
[42,] 2.614557e-01 2.281772e-01 1.910885e-01 1.560363e-01 1.259092e-01
[43,] 1.538491e-01 1.353253e-01 1.136765e-01 9.239044e-02 7.383775e-02
[44,] 8.559102e-02 7.531847e-02 6.347540e-02 5.146298e-02 4.073839e-02
[45,] 4.624505e-02 3.968568e-02 3.328399e-02 2.691878e-02 2.113408e-02
[46,] 2.592078e-02 2.044390e-02 1.657431e-02 1.324767e-02 1.030724e-02
[47,] 1.662840e-02 1.109995e-02 8.142107e-03 6.221156e-03 4.743369e-03
[48,] 1.275581e-02 7.021703e-03 4.290396e-03 2.914250e-03 2.095956e-03
[49,] 1.089480e-02 5.306055e-03 2.674939e-03 1.492174e-03 9.359624e-04
[50,] 9.349170e-03 4.386132e-03 1.980746e-03 9.155635e-04 4.659269e-04
             [,48]        [,49]        [,50]
 [1,] 7.040268e-10 1.626365e-10 3.415519e-11
 [2,] 4.633235e-09 1.115794e-09 2.442185e-10
 [3,] 2.749764e-08 6.902227e-09 1.574338e-09
 [4,] 1.471643e-07 3.849690e-08 9.149840e-09
 [5,] 7.102291e-07 1.935952e-07 4.794333e-08
 [6,] 3.090928e-06 8.778173e-07 2.264909e-07
 [7,] 1.213087e-05 3.588982e-06 9.647067e-07
 [8,] 4.293858e-05 1.323210e-05 3.705000e-06
 [9,] 1.370948e-04 4.399754e-05 1.283126e-05
[10,] 3.949292e-04 1.319635e-04 4.007780e-05
[11,] 1.026863e-03 3.571392e-04 1.129263e-04
[12,] 2.411402e-03 8.725508e-04 2.871492e-04
[13,] 5.119400e-03 1.925984e-03 6.593399e-04
[14,] 9.841202e-03 3.845695e-03 1.368489e-03
[15,] 1.717391e-02 6.960908e-03 2.571827e-03
[16,] 2.732104e-02 1.146160e-02 4.389075e-03
[17,] 3.989390e-02 1.726963e-02 6.836473e-03
[18,] 5.406806e-02 2.405176e-02 9.806072e-03
[19,] 6.922626e-02 3.148757e-02 1.315724e-02
[20,] 8.594420e-02 3.979088e-02 1.695292e-02
[21,] 1.069518e-01 5.033994e-02 2.180602e-02
[22,] 1.377020e-01 6.620358e-02 2.924385e-02
[23,] 1.863073e-01 9.236014e-02 4.197111e-02
[24,] 2.625835e-01 1.353782e-01 6.387392e-02
[25,] 3.757356e-01 2.022059e-01 9.952347e-02
[26,] 5.303240e-01 2.977194e-01 1.528961e-01
[27,] 7.211665e-01 4.212133e-01 2.252563e-01
[28,] 9.295742e-01 5.631403e-01 3.127893e-01
[29,] 1.124359e+00 7.044261e-01 4.053426e-01
[30,] 1.269611e+00 8.203188e-01 4.877934e-01
[31,] 1.337156e+00 8.883883e-01 5.444583e-01
[32,] 1.317521e+00 8.971195e-01 5.649086e-01
[33,] 1.222814e+00 8.501596e-01 5.480420e-01
[34,] 1.079641e+00 7.634730e-01 5.018409e-01
[35,] 9.166907e-01 6.572464e-01 4.389398e-01
[36,] 7.547265e-01 5.477662e-01 3.709139e-01
[37,] 6.039132e-01 4.438380e-01 3.047787e-01
[38,] 4.674724e-01 3.484119e-01 2.431323e-01
[39,] 3.468340e-01 2.624488e-01 1.865949e-01
[40,] 2.441952e-01 1.875165e-01 1.360351e-01
[41,] 1.618945e-01 1.258189e-01 9.308588e-02
[42,] 1.006252e-01 7.876658e-02 5.926101e-02
[43,] 5.856176e-02 4.588051e-02 3.492668e-02
[44,] 3.193730e-02 2.487415e-02 1.902994e-02
[45,] 1.634671e-02 1.258158e-02 9.599106e-03
[46,] 7.863391e-03 5.956612e-03 4.498044e-03
[47,] 3.560969e-03 2.648184e-03 1.966832e-03
[48,] 1.527036e-03 1.109668e-03 8.064303e-04
[49,] 6.334307e-04 4.419706e-04 3.118402e-04
[50,] 2.694778e-04 1.716911e-04 1.150237e-04

> 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  
     -4.445        3.076  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/71gqm1257360240.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] 5.357793 5.424822 5.491851 5.558879 5.625908 5.692937 5.759966 5.826995
 [9] 5.894024 5.961053 6.028081 6.095110 6.162139 6.229168 6.296197 6.363226
[17] 6.430255 6.497284 6.564312 6.631341 6.698370 6.765399 6.832428 6.899457
[25] 6.966486 7.033514 7.100543 7.167572 7.234601 7.301630 7.368659 7.435688
[33] 7.502716 7.569745 7.636774 7.703803 7.770832 7.837861 7.904890 7.971919
[41] 8.038947 8.105976 8.173005 8.240034 8.307063 8.374092 8.441121 8.508149
[49] 8.575178 8.642207

$yords
 [1]  1.377281  2.076167  2.775054  3.473940  4.172827  4.871713  5.570600
 [8]  6.269486  6.968373  7.667259  8.366146  9.065032  9.763919 10.462805
[15] 11.161692 11.860578 12.559465 13.258351 13.957238 14.656124 15.355011
[22] 16.053897 16.752784 17.451670 18.150557 18.849443 19.548330 20.247216
[29] 20.946103 21.644989 22.343876 23.042762 23.741649 24.440535 25.139422
[36] 25.838308 26.537195 27.236081 27.934968 28.633854 29.332741 30.031627
[43] 30.730514 31.429400 32.128287 32.827173 33.526060 34.224946 34.923833
[50] 35.622719

$zden
              [,1]        [,2]        [,3]        [,4]        [,5]       [,6]
 [1,] 0.0674960436 0.098117510 0.131425687 0.162363560 0.185249744 0.19557958
 [2,] 0.0911043503 0.133094134 0.179255348 0.222834810 0.256100398 0.27275316
 [3,] 0.1168391367 0.171588666 0.232467685 0.290957479 0.337104919 0.36257119
 [4,] 0.1423966336 0.210299745 0.286744431 0.361596980 0.422753567 0.45977067
 [5,] 0.1649544979 0.245095699 0.336545030 0.427961221 0.505461882 0.55668661
 [6,] 0.1816742135 0.271727301 0.376024777 0.482666781 0.576672118 0.64423730
 [7,] 0.1902936926 0.286693919 0.400189135 0.519135385 0.628374823 0.71339519
 [8,] 0.1896389346 0.288017510 0.405964555 0.532945590 0.654658825 0.75678859
 [9,] 0.1798942124 0.275685753 0.392862991 0.522744872 0.652857275 0.77001823
[10,] 0.1625460371 0.251628297 0.363042122 0.490461461 0.623981129 0.75236408
[11,] 0.1400267915 0.219247829 0.320766423 0.440789175 0.572367797 0.70675899
[12,] 0.1151821879 0.182673262 0.271469277 0.380152669 0.504720303 0.63912726
[13,] 0.0907314844 0.145974717 0.220721495 0.315497142 0.428868640 0.55733956
[14,] 0.0688673408 0.112556655 0.173393561 0.253242149 0.352601812 0.47007575
[15,] 0.0510701617 0.084847463 0.133180405 0.198615191 0.282813099 0.38582655
[16,] 0.0381261283 0.064281573 0.102501533 0.155406227 0.225037100 0.31215101
[17,] 0.0302745412 0.051475437 0.082662837 0.126035407 0.183308526 0.25519366
[18,] 0.0273867986 0.046459646 0.074107952 0.111749160 0.160184846 0.21938385
[19,] 0.0290975538 0.048850739 0.076607028 0.112771517 0.156770944 0.20721574
[20,] 0.0348528091 0.057907995 0.089306827 0.128318007 0.172651434 0.21903957
[21,] 0.0438905449 0.072495711 0.110665926 0.156495984 0.205751344 0.25288144
[22,] 0.0552073293 0.091030639 0.138382222 0.194220200 0.252260631 0.30441092
[23,] 0.0675764855 0.111516222 0.169455484 0.237323550 0.306822707 0.36724623
[24,] 0.0796631651 0.131736638 0.200491503 0.281002704 0.363148659 0.43375609
[25,] 0.0902361604 0.149612796 0.228254053 0.320609575 0.415070324 0.49636529
[26,] 0.0984219305 0.163634047 0.250339465 0.352621634 0.457826998 0.54913042
[27,] 0.1039080632 0.173213694 0.265745794 0.375477386 0.489190448 0.58912963
[28,] 0.1070028394 0.178810696 0.275092627 0.389931188 0.509979805 0.61713593
[29,] 0.1085012910 0.181727762 0.280343512 0.398705156 0.523662669 0.63719705
[30,] 0.1093822332 0.183617301 0.284064921 0.405465996 0.535053221 0.65510682
[31,] 0.1104337080 0.185850750 0.288449012 0.413430746 0.548479703 0.67618563
[32,] 0.1119422106 0.188976530 0.294444254 0.424083951 0.566042484 0.70310431
[33,] 0.1135637321 0.192470845 0.301318303 0.436479393 0.586596391 0.73453057
[34,] 0.1144271615 0.194878612 0.306822830 0.447395697 0.605847078 0.76511288
[35,] 0.1134311096 0.194292814 0.307902792 0.452297635 0.617544706 0.78684007
[36,] 0.1096227910 0.188994406 0.301690831 0.446758839 0.615359581 0.79132256
[37,] 0.1025218982 0.178022776 0.286432856 0.427846248 0.594792700 0.77222662
[38,] 0.0922822986 0.161487882 0.262038978 0.395011231 0.554498654 0.72707819
[39,] 0.0796523290 0.140543766 0.230111904 0.350240647 0.496646278 0.65791727
[40,] 0.0657695428 0.117069857 0.193500748 0.297498150 0.426301178 0.57070908
[41,] 0.0518765768 0.093197881 0.155578951 0.241714254 0.350131356 0.47382256
[42,] 0.0390556902 0.070849026 0.119500919 0.187685661 0.274903129 0.37613054
[43,] 0.0280534612 0.051409439 0.087648283 0.139203240 0.206212509 0.28530291
[44,] 0.0192225294 0.035600340 0.061371908 0.098590222 0.147735054 0.20669607
[45,] 0.0125647930 0.023526125 0.041021256 0.066667475 0.101060482 0.14298098
[46,] 0.0078352929 0.014836961 0.026172585 0.043037001 0.065997211 0.09441201
[47,] 0.0046618707 0.008930214 0.015939501 0.026520071 0.041137501 0.05949337
[48,] 0.0026468052 0.005130062 0.009265736 0.015597777 0.024470073 0.03576761
[49,] 0.0014341157 0.002812789 0.005140862 0.008754771 0.013887541 0.02051040
[50,] 0.0007416116 0.001471971 0.002722076 0.004688624 0.007518058 0.01121498
            [,7]       [,8]       [,9]      [,10]      [,11]      [,12]
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 [2,] 0.27007102 0.24972559 0.21689732 0.17823462 0.13973476 0.10546311
 [3,] 0.36340548 0.34118212 0.30199047 0.25393888 0.20452562 0.15903661
 [4,] 0.46724326 0.44628201 0.40344320 0.34787452 0.28827880 0.23106983
 [5,] 0.57465982 0.55957701 0.51775933 0.45861788 0.39141806 0.32336052
 [6,] 0.67686711 0.67337657 0.63895548 0.58219021 0.51192900 0.43554065
 [7,] 0.76443537 0.77854845 0.75884028 0.71181061 0.64467235 0.56409880
 [8,] 0.82876110 0.86567085 0.86771640 0.83809433 0.78111377 0.70175060
 [9,] 0.86344463 0.92633474 0.95547431 0.94983770 0.90975573 0.83753641
[10,] 0.86528250 0.95438056 1.01298034 1.03543162 1.01744745 0.95792755
[11,] 0.83470639 0.94687793 1.03357716 1.08476492 1.09150317 1.04895015
[12,] 0.77565278 0.90470088 1.01442776 1.09126380 1.12224233 1.09895949
[13,] 0.69496402 0.83259730 0.95738299 1.05355372 1.10530417 1.10136155
[14,] 0.60147982 0.73871185 0.86909295 0.97622691 1.04302686 1.05645418
[15,] 0.50498554 0.63360652 0.76023734 0.86939882 0.94439275 0.97174959
[16,] 0.41516060 0.52892247 0.64398175 0.74708579 0.82346970 0.86059861
[17,] 0.34063460 0.43590665 0.53398661 0.62479717 0.69675728 0.73949050
[18,] 0.28821058 0.36404228 0.44240307 0.51695160 0.58017157 0.62481660
[19,] 0.26227152 0.31997140 0.37825015 0.43472153 0.48645184 0.53000208
[20,] 0.26436385 0.30680711 0.34641165 0.38470617 0.42354880 0.46369850
[21,] 0.29297593 0.32386820 0.34731981 0.36855667 0.39419336 0.42931825
[22,] 0.34359078 0.36685538 0.37727843 0.38344883 0.39650487 0.42576011
[23,] 0.40915127 0.42851506 0.42934820 0.42318984 0.42529762 0.44888171
[24,] 0.48105785 0.49982929 0.49471185 0.47972924 0.47369901 0.49318444
[25,] 0.55068462 0.57167373 0.56439189 0.54485360 0.53474838 0.55326178
[26,] 0.61116439 0.63669095 0.63107081 0.61181598 0.60272095 0.62473715
[27,] 0.65896234 0.69091807 0.69061428 0.67659377 0.67397923 0.70460325
[28,] 0.69466775 0.73461682 0.74282767 0.73844408 0.74720144 0.79101493
[29,] 0.72258182 0.77188484 0.79108328 0.79951259 0.82291487 0.88267550
[30,] 0.74905831 0.80898717 0.84076269 0.86348062 0.90239935 0.97800261
[31,] 0.78002702 0.85181545 0.89687334 0.93354984 0.98620726 1.07428610
[32,] 0.81849641 0.90326589 0.96155542 1.01034813 1.07271227 1.16706374
[33,] 0.86291401 0.96144161 1.03232501 1.09045677 1.15716996 1.24992924
[34,] 0.90700463 1.01935781 1.10172085 1.16613364 1.23169030 1.31492906
[35,] 0.94119567 1.06632834 1.15857786 1.22645343 1.28628011 1.35357927
[36,] 0.95518109 1.09063433 1.19060597 1.25962591 1.31078101 1.35836027
[37,] 0.94078600 1.08263652 1.18750427 1.25584565 1.29721122 1.32436283
[38,] 0.89422489 1.03736520 1.14366692 1.20983396 1.24184733 1.25064900
[39,] 0.81709677 0.95582931 1.05968410 1.12232010 1.14642191 1.14090737
[40,] 0.71592091 0.84474229 0.94225411 1.00005009 1.01806947 1.00315236
[41,] 0.60049211 0.71487499 0.80263248 0.85437493 0.86803393 0.84848893
[42,] 0.48165689 0.57863508 0.65416848 0.69889016 0.70952136 0.68924492
[43,] 0.36918775 0.44761347 0.50967905 0.54682960 0.55530733 0.53695421
[44,] 0.27028085 0.33072574 0.37934718 0.40890027 0.41572085 0.40069104
[45,] 0.18891624 0.23328784 0.26956436 0.29201478 0.29743967 0.28610939
[46,] 0.12602605 0.15703464 0.18279280 0.19904653 0.20323688 0.19530024
[47,] 0.08021383 0.10083533 0.11823145 0.12943027 0.13253453 0.12734070
[48,] 0.04869672 0.06174285 0.07291299 0.08024898 0.08243767 0.07925222
[49,] 0.02818873 0.03603839 0.04285549 0.04742140 0.04888388 0.04704964
[50,] 0.01555391 0.02004479 0.02399823 0.02669714 0.02762134 0.02662892
           [,13]      [,14]      [,15]      [,16]      [,17]      [,18]
 [1,] 0.04796142 0.03376100 0.02449180 0.02000175 0.02058058 0.02698938
 [2,] 0.07739556 0.05606250 0.04143840 0.03365111 0.03334094 0.04166458
 [3,] 0.12033065 0.08960333 0.06742920 0.05455692 0.05226381 0.06228596
 [4,] 0.18013237 0.13767934 0.10536840 0.08507550 0.07913751 0.09012644
 [5,] 0.25939119 0.20311973 0.15789128 0.12737414 0.11552755 0.12609870
 [6,] 0.35890074 0.28734894 0.22657240 0.18279929 0.16228180 0.17035735
 [7,] 0.47655896 0.38931709 0.31098923 0.25112203 0.21895866 0.22188314
 [8,] 0.60652937 0.50460606 0.40789933 0.32986750 0.28334409 0.27818939
 [9,] 0.73907784 0.62511138 0.51088100 0.41401321 0.35127925 0.33532203
[10,] 0.86142649 0.73965399 0.61076229 0.49632498 0.41700114 0.38829211
[11,] 0.95970420 0.83564708 0.69697775 0.56845273 0.47407737 0.43196741
[12,] 1.02168330 0.90157975 0.75967938 0.62265370 0.51681283 0.46228264
[13,] 1.03961888 0.92970890 0.79209367 0.65373162 0.54178761 0.47746303
[14,] 1.01233240 0.91814789 0.79241310 0.66060115 0.54904886 0.47886972
[15,] 0.94582557 0.87163338 0.76456044 0.64691354 0.54250586 0.47112357
[16,] 0.85215196 0.80064070 0.71748525 0.62043646 0.52928836 0.46135340
[17,] 0.74684935 0.71906781 0.66314060 0.59129258 0.51816609 0.45769367
[18,] 0.64570654 0.64119379 0.61375135 0.56957331 0.51747114 0.46743097
[19,] 0.56181786 0.57884586 0.57923681 0.56309111 0.53318267 0.49536694
[20,] 0.50370560 0.53958785 0.56558125 0.57600317 0.56781980 0.54294640
[21,] 0.47486632 0.52634015 0.57458623 0.60873188 0.62053008 0.60847709
[22,] 0.47460336 0.53832024 0.60492381 0.65912378 0.68832449 0.68838599
[23,] 0.49963193 0.57275473 0.65393411 0.72430528 0.76794703 0.77903950
[24,] 0.54579720 0.62660958 0.71935681 0.80240456 0.85756512 0.87836453
[25,] 0.60934160 0.69767290 0.80025101 0.89334559 0.95747688 0.98649862
[26,] 0.68741708 0.78464725 0.89671867 0.99829297 1.06939168 1.10502605
[27,] 0.77785210 0.88633840 1.00857026 1.11791078 1.19444809 1.23494687
[28,] 0.87843128 1.00038854 1.13353768 1.25014967 1.33073499 1.37413801
[29,] 0.98606137 1.12216359 1.26585793 1.38855386 1.47140948 1.51542439
[30,] 1.09616475 1.24431060 1.39592071 1.52193643 1.60437070 1.64626849
[31,] 1.20250579 1.35721332 1.51125361 1.63575634 1.71388176 1.75051287
[32,] 1.29749393 1.45022702 1.59859795 1.71486345 1.78376296 1.81179310
[33,] 1.37288296 1.51331808 1.64643209 1.74675154 1.80114864 1.81754108
[34,] 1.42073013 1.53865597 1.64718352 1.72429440 1.75958350 1.76223683
[35,] 1.43446661 1.52179561 1.59854451 1.64717423 1.66050354 1.64884857
[36,] 1.40993271 1.46226983 1.50365918 1.52171292 1.51276216 1.48808872
[37,] 1.34621375 1.36357817 1.37030292 1.35934130 1.33052695 1.29588172
[38,] 1.24609766 1.23266251 1.20940532 1.17429223 1.13032778 1.08997150
[39,] 1.11599201 1.07899254 1.03332539 0.98118626 0.92813936 0.88671221
[40,] 0.96522487 0.91339246 0.85422033 0.79303891 0.73717564 0.69881984
[41,] 0.80480088 0.74675358 0.68272781 0.61996899 0.56670762 0.53439553
[42,] 0.64584512 0.58880417 0.52707119 0.46864778 0.42186406 0.39708789
[43,] 0.49807320 0.44712147 0.39261775 0.34236804 0.30415069 0.28699454
[44,] 0.36862616 0.32654280 0.28186437 0.24153913 0.21234937 0.20184536
[45,] 0.26149773 0.22905430 0.19478138 0.16441159 0.14350478 0.13811420
[46,] 0.17760416 0.15412684 0.12940609 0.10786408 0.09380320 0.09186934
[47,] 0.11537371 0.09937038 0.08255364 0.06812975 0.05924941 0.05932161
[48,] 0.07162100 0.06132168 0.05051134 0.04138234 0.03612167 0.03711799
[49,] 0.04245288 0.03618524 0.02961014 0.02414446 0.02122869 0.02245947
[50,] 0.02401039 0.02040012 0.01661323 0.01351659 0.01201111 0.01311409
           [,19]      [,20]      [,21]      [,22]      [,23]     [,24]
 [1,] 0.04022450 0.06101922 0.08914333 0.12270773 0.15783518 0.1890617
 [2,] 0.05996662 0.08912731 0.12866395 0.17584830 0.22529980 0.2695242
 [3,] 0.08636912 0.12546044 0.17863555 0.24207141 0.30860762 0.3684532
 [4,] 0.12024137 0.17035905 0.23885325 0.32052233 0.40621129 0.4837264
 [5,] 0.16180324 0.22326570 0.30784273 0.40866615 0.51447093 0.6107693
 [6,] 0.21034897 0.28243683 0.38263294 0.50215192 0.62763594 0.7426519
 [7,] 0.26395779 0.34476769 0.45870932 0.59492557 0.73814193 0.8705570
 [8,] 0.31937794 0.40584717 0.53024731 0.67965964 0.83724439 0.9845894
 [9,] 0.37221979 0.46035129 0.59070655 0.74854219 0.91598259 1.0748682
[10,] 0.41754344 0.50281827 0.63379407 0.79440120 0.96641840 1.1328189
[11,] 0.45081096 0.52872597 0.65468057 0.81202758 0.98300818 1.1525360
[12,] 0.46902532 0.53565161 0.65121794 0.79943522 0.96386277 1.1320080
[13,] 0.47175385 0.52419533 0.62482313 0.75872270 0.91158491 1.0739443
[14,] 0.46169637 0.49835136 0.58072089 0.69623925 0.83340605 0.9859519
[15,] 0.44454156 0.46513187 0.52738923 0.62191974 0.74049589 0.8799295
[16,] 0.42804649 0.43345672 0.47527808 0.54788911 0.64654262 0.7707420
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[19,] 0.45819940 0.43152933 0.42450827 0.44404454 0.49460022 0.5792527
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[23,] 0.76547373 0.74689493 0.74762814 0.78744736 0.87427127 1.0019020
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[30,] 1.67361903 1.72809682 1.85300564 2.07716267 2.40222858 2.7982392
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[38,] 1.07524747 1.11306859 1.22731493 1.43041396 1.71755326 2.0662734
[39,] 0.87663408 0.92100688 1.03947205 1.24073058 1.51744054 1.8463461
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[41,] 0.53817520 0.59451362 0.71623624 0.90659615 1.15515190 1.4384615
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[43,] 0.30170524 0.35953529 0.46875071 0.63011613 0.83359232 1.0590199
[44,] 0.21883042 0.27239389 0.36914588 0.50942247 0.68442759 0.8767969
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[49,] 0.02970772 0.04497981 0.06986490 0.10466722 0.14766928 0.1951906
[50,] 0.01803465 0.02808838 0.04434581 0.06707162 0.09524041 0.1265656
          [,25]     [,26]     [,27]     [,28]     [,29]     [,30]      [,31]
 [1,] 0.2105759 0.2179522 0.2096606 0.1876257 0.1565445 0.1222908 0.09014685
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[16,] 3.400060e-01 2.035842e-01
[17,] 4.522827e-01 2.742512e-01
[18,] 5.810964e-01 3.561496e-01
[19,] 7.204918e-01 4.455492e-01
[20,] 8.614258e-01 5.366425e-01
[21,] 9.925110e-01 6.220154e-01
[22,] 1.101453e+00 6.935841e-01
[23,] 1.176960e+00 7.438535e-01
[24,] 1.210705e+00 7.672284e-01
[25,] 1.198876e+00 7.610549e-01
[26,] 1.142898e+00 7.261250e-01
[27,] 1.049151e+00 6.665111e-01
[28,] 9.277756e-01 5.887860e-01
[29,] 7.908965e-01 5.008404e-01
[30,] 6.506859e-01 4.105974e-01
[31,] 5.177025e-01 3.249066e-01
[32,] 3.997721e-01 2.488123e-01
[33,] 3.015127e-01 1.852609e-01
[34,] 2.244433e-01 1.352025e-01
[35,] 1.675183e-01 9.796870e-02
[36,] 1.278961e-01 7.178772e-02
[37,] 1.017674e-01 5.431719e-02
[38,] 8.510885e-02 4.310672e-02
[39,] 7.427385e-02 3.594297e-02
[40,] 6.637443e-02 3.106029e-02
[41,] 5.944701e-02 2.722379e-02
[42,] 5.242676e-02 2.370748e-02
[43,] 4.498193e-02 2.020028e-02
[44,] 3.727364e-02 1.667620e-02
[45,] 2.970652e-02 1.326213e-02
[46,] 2.272190e-02 1.012856e-02
[47,] 1.666173e-02 7.416662e-03
[48,] 1.170784e-02 5.203211e-03
[49,] 7.882052e-03 3.496252e-03
[50,] 5.083701e-03 2.249855e-03

> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,z)',xlab=par5,ylab=par7)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(x,z)
> (r<-lm(z ~ x))

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
    17.9043       0.6151  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1ksyx1257360240.ps tmp/1ksyx1257360240.png")
> system("convert tmp/29sit1257360240.ps tmp/29sit1257360240.png")
> system("convert tmp/3on6f1257360240.ps tmp/3on6f1257360240.png")
> system("convert tmp/4zz5u1257360240.ps tmp/4zz5u1257360240.png")
> system("convert tmp/50dfn1257360240.ps tmp/50dfn1257360240.png")
> system("convert tmp/6ukg21257360240.ps tmp/6ukg21257360240.png")
> system("convert tmp/71gqm1257360240.ps tmp/71gqm1257360240.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.018   1.328   2.957