R version 2.8.0 (2008-10-20)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
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(-2,-2,-6,-7,-6,-6,-3,-2,-5,-11,-11,-11,-10,-14,-8,-9,-5,-1,-2,-5,-4,-6,-2,-2,-2,-2,2,1,-8,-1,1,-1,2,2,1,-1,-2,-2,-1,-8,-4,-6,-3,-3,-7,-9,-11,-13,-11,-9,-17,-22,-25,-20,-24,-24,-22,-19,-18,-17,-11)
> y <- c(11.1,10.9,10,9.2,9.2,9.5,9.6,9.5,9.1,8.9,9,10.1,10.3,10.2,9.6,9.2,9.3,9.4,9.4,9.2,9,9,9,9.8,10,9.8,9.3,9,9,9.1,9.1,9.1,9.2,8.8,8.3,8.4,8.1,7.7,7.9,7.9,8,7.9,7.6,7.1,6.8,6.5,6.9,8.2,8.7,8.3,7.9,7.5,7.8,8.3,8.4,8.2,7.7,7.2,7.3,8.1,8.5)
> x <- c(8.1,8,7.5,7.4,7.7,7.9,7.7,7.1,6.2,5.8,6.1,6.9,7.3,7.2,6.1,5.8,6.1,6.3,6.8,6.8,6.5,6.2,6.3,6.4,6.6,7.6,6.4,6.8,7,6.9,7.1,7.2,7.1,7,6.9,6.7,6.6,6.9,7.3,7.9,8.2,8.2,8.2,8.1,7.9,7.7,7.7,7.6,7.5,7.5,7.1,7.5,7.5,7.8,7.8,7.8,7.6,7.5,7.7,8.1,8)
> 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/freestat/rcomp/tmp/15tn51256912154.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/freestat/rcomp/tmp/29okt1256912154.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/freestat/rcomp/tmp/35zya1256912154.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/freestat/rcomp/tmp/4k4sm1256912154.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/freestat/rcomp/tmp/547671256912154.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  
    12.2632      -0.4894  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/6ugwy1256912154.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]  5.907357  6.025424  6.143491  6.261558  6.379625  6.497692  6.615759
 [8]  6.733826  6.851894  6.969961  7.088028  7.206095  7.324162  7.442229
[15]  7.560296  7.678363  7.796430  7.914497  8.032564  8.150631  8.268698
[22]  8.386765  8.504832  8.622899  8.740966  8.859034  8.977101  9.095168
[29]  9.213235  9.331302  9.449369  9.567436  9.685503  9.803570  9.921637
[36] 10.039704 10.157771 10.275838 10.393905 10.511972 10.630039 10.748106
[43] 10.866174 10.984241 11.102308 11.220375 11.338442 11.456509 11.574576
[50] 11.692643

$yords
 [1] -28.65458382 -27.95439673 -27.25420963 -26.55402254 -25.85383544
 [6] -25.15364835 -24.45346125 -23.75327416 -23.05308706 -22.35289997
[11] -21.65271288 -20.95252578 -20.25233869 -19.55215159 -18.85196450
[16] -18.15177740 -17.45159031 -16.75140321 -16.05121612 -15.35102902
[21] -14.65084193 -13.95065483 -13.25046774 -12.55028064 -11.85009355
[26] -11.14990645 -10.44971936  -9.74953226  -9.04934517  -8.34915807
[31]  -7.64897098  -6.94878388  -6.24859679  -5.54840969  -4.84822260
[36]  -4.14803550  -3.44784841  -2.74766131  -2.04747422  -1.34728712
[41]  -0.64710003   0.05308706   0.75327416   1.45346125   2.15364835
[46]   2.85383544   3.55402254   4.25420963   4.95439673   5.65458382

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.008870e-04 1.721363e-04 2.891043e-04 4.753658e-04 7.560001e-04
 [2,] 2.536349e-04 4.206300e-04 6.862492e-04 1.102356e-03 1.731905e-03
 [3,] 6.065581e-04 9.809177e-04 1.554280e-03 2.425399e-03 3.726968e-03
 [4,] 1.375859e-03 2.178000e-03 3.362162e-03 5.091670e-03 7.602005e-03
 [5,] 2.954201e-03 4.590010e-03 6.931895e-03 1.021671e-02 1.479332e-02
 [6,] 5.999223e-03 9.158918e-03 1.357660e-02 1.956163e-02 2.753602e-02
 [7,] 1.151860e-02 1.728406e-02 2.518880e-02 3.561791e-02 4.896944e-02
 [8,] 2.089547e-02 3.083999e-02 4.420464e-02 6.147875e-02 8.292442e-02
 [9,] 3.575179e-02 5.202176e-02 7.336637e-02 1.004201e-01 1.332555e-01
[10,] 5.753315e-02 8.289290e-02 1.152075e-01 1.552093e-01 2.028070e-01
[11,] 8.679305e-02 1.245673e-01 1.712136e-01 2.272368e-01 2.923502e-01
[12,] 1.223883e-01 1.761732e-01 2.407426e-01 3.155994e-01 3.998764e-01
[13,] 1.610391e-01 2.340649e-01 3.200586e-01 4.163318e-01 5.204207e-01
[14,] 1.976969e-01 2.918848e-01 4.020651e-01 5.221073e-01 6.463320e-01
[15,] 2.267574e-01 3.417549e-01 4.771895e-01 6.227524e-01 7.678091e-01
[16,] 2.436038e-01 3.762023e-01 5.352809e-01 7.066346e-01 8.735914e-01
[17,] 2.457491e-01 3.899538e-01 5.677749e-01 7.625463e-01 9.518048e-01
[18,] 2.331829e-01 3.809338e-01 5.693567e-01 7.815814e-01 9.911300e-01
[19,] 2.080731e-01 3.504272e-01 5.388928e-01 7.588215e-01 9.826412e-01
[20,] 1.741942e-01 3.027493e-01 4.798216e-01 6.948668e-01 9.224764e-01
[21,] 1.362525e-01 2.445732e-01 3.999750e-01 5.968456e-01 8.146163e-01
[22,] 9.905791e-02 1.837656e-01 3.104056e-01 4.779349e-01 6.720245e-01
[23,] 6.657592e-02 1.277220e-01 2.230018e-01 3.546608e-01 5.145156e-01
[24,] 4.115825e-02 8.169884e-02 1.475427e-01 2.425754e-01 3.634825e-01
[25,] 2.330538e-02 4.788921e-02 8.950363e-02 1.522253e-01 2.358039e-01
[26,] 1.204528e-02 2.563357e-02 4.960467e-02 8.732340e-02 1.399353e-01
[27,] 5.667152e-03 1.249493e-02 2.504608e-02 4.565820e-02 7.573588e-02
[28,] 2.422122e-03 5.534610e-03 1.149592e-02 2.171075e-02 3.729603e-02
[29,] 9.388949e-04 2.224116e-03 4.788564e-03 9.372363e-03 1.668164e-02
[30,] 3.296827e-04 8.098409e-04 1.807868e-03 3.668399e-03 6.768139e-03
[31,] 1.047669e-04 2.669303e-04 6.180361e-04 1.300664e-03 2.489015e-03
[32,] 3.010876e-05 7.958936e-05 1.912003e-04 4.175953e-04 8.298302e-04
[33,] 7.821643e-06 2.145968e-05 5.352801e-05 1.214944e-04 2.514040e-04
[34,] 1.836488e-06 5.234041e-06 1.357832e-05 3.214033e-05 6.976950e-05
[35,] 3.899891e-07 1.157003e-06 3.135626e-06 7.813584e-06 1.814282e-05
[36,] 7.510407e-08 2.332573e-07 6.683454e-07 1.796379e-06 4.667012e-06
[37,] 1.322442e-08 4.365182e-08 1.362667e-07 4.165995e-07 1.304697e-06
[38,] 2.177218e-09 7.923254e-09 2.864501e-08 1.075284e-07 4.279446e-07
[39,] 3.534262e-10 1.518162e-09 6.845598e-09 3.265707e-08 1.596891e-07
[40,] 6.205429e-11 3.363391e-10 1.916119e-09 1.102909e-08 6.140144e-08
[41,] 1.273781e-11 8.627400e-11 5.818001e-10 3.752030e-09 2.255319e-08
[42,] 2.975571e-12 2.341029e-11 1.744296e-10 1.204897e-09 7.632191e-09
[43,] 7.177523e-13 6.165742e-12 4.889197e-11 3.547716e-10 2.346043e-09
[44,] 1.656400e-13 1.506512e-12 1.251771e-11 9.471577e-11 6.516645e-10
[45,] 3.524380e-14 3.352292e-13 2.901945e-12 2.283620e-11 1.632748e-10
[46,] 6.813546e-15 6.747183e-14 6.072522e-13 4.965185e-12 3.687581e-11
[47,] 1.190458e-15 1.225336e-14 1.145738e-13 9.730636e-13 7.505750e-12
[48,] 1.876199e-16 2.006161e-15 1.948358e-14 1.718558e-13 1.376707e-12
[49,] 2.665493e-17 2.960222e-16 2.985802e-15 2.735134e-14 2.275479e-13
[50,] 3.412771e-18 3.936255e-17 4.123256e-16 3.922602e-15 3.389086e-14
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.145463e-03 1.630392e-03 2.156240e-03 2.629976e-03 2.945781e-03
 [2,] 2.626691e-03 3.787160e-03 5.119824e-03 6.422564e-03 7.424908e-03
 [3,] 5.594852e-03 8.091395e-03 1.110020e-02 1.425234e-02 1.695948e-02
 [4,] 1.117665e-02 1.603167e-02 2.210675e-02 2.885341e-02 3.518483e-02
 [5,] 2.114009e-02 2.974321e-02 4.076564e-02 5.359395e-02 6.654545e-02
 [6,] 3.813942e-02 5.218837e-02 7.028288e-02 9.204620e-02 1.153640e-01
 [7,] 6.586499e-02 8.731866e-02 1.144688e-01 1.475962e-01 1.847145e-01
 [8,] 1.088232e-01 1.399490e-01 1.777232e-01 2.233494e-01 2.758252e-01
 [9,] 1.714745e-01 2.149214e-01 2.645276e-01 3.221332e-01 3.884233e-01
[10,] 2.567684e-01 3.153672e-01 3.779162e-01 4.458344e-01 5.214222e-01
[11,] 3.646252e-01 4.405999e-01 5.170550e-01 5.934697e-01 6.725909e-01
[12,] 4.911955e-01 5.848962e-01 6.752430e-01 7.586815e-01 8.365870e-01
[13,] 6.293823e-01 7.383091e-01 8.402090e-01 9.288099e-01 1.002827e+00
[14,] 7.702818e-01 8.894029e-01 9.974534e-01 1.087493e+00 1.156009e+00
[15,] 9.045526e-01 1.028256e+00 1.135017e+00 1.220234e+00 1.280598e+00
[16,] 1.022843e+00 1.147632e+00 1.246442e+00 1.319424e+00 1.366906e+00
[17,] 1.115239e+00 1.241504e+00 1.329620e+00 1.384930e+00 1.414085e+00
[18,] 1.170700e+00 1.302258e+00 1.382313e+00 1.419468e+00 1.427207e+00
[19,] 1.177903e+00 1.319321e+00 1.398003e+00 1.422283e+00 1.410468e+00
[20,] 1.128349e+00 1.281417e+00 1.365948e+00 1.386355e+00 1.362049e+00
[21,] 1.020957e+00 1.182201e+00 1.276463e+00 1.301898e+00 1.275023e+00
[22,] 8.655627e-01 1.026207e+00 1.128518e+00 1.164157e+00 1.143882e+00
[23,] 6.824881e-01 8.309906e-01 9.345740e-01 9.801832e-01 9.718982e-01
[24,] 4.973203e-01 6.232362e-01 7.190119e-01 7.697763e-01 7.739592e-01
[25,] 3.331723e-01 4.304387e-01 5.105705e-01 5.597237e-01 5.729110e-01
[26,] 2.043674e-01 2.725415e-01 3.329783e-01 3.747208e-01 3.917634e-01
[27,] 1.144147e-01 1.576634e-01 1.986966e-01 2.300218e-01 2.463570e-01
[28,] 5.832032e-02 8.311608e-02 1.081892e-01 1.290905e-01 1.420510e-01
[29,] 2.701685e-02 3.985594e-02 5.365597e-02 6.613387e-02 7.505244e-02
[30,] 1.136048e-02 1.736692e-02 2.422758e-02 3.095777e-02 3.648234e-02
[31,] 4.334551e-03 6.880115e-03 9.984898e-03 1.333197e-02 1.657593e-02
[32,] 1.502742e-03 2.488245e-03 3.793264e-03 5.397628e-03 7.350882e-03
[33,] 4.761926e-04 8.326157e-04 1.366487e-03 2.168423e-03 3.470731e-03
[34,] 1.403749e-04 2.672060e-04 4.982022e-04 9.511053e-04 1.918145e-03
[35,] 4.025029e-05 8.875048e-05 2.031648e-04 4.926863e-04 1.239839e-03
[36,] 1.223631e-05 3.367939e-05 9.797682e-05 2.917843e-04 8.507344e-04
[37,] 4.320585e-06 1.501808e-05 5.265369e-05 1.783569e-04 5.666388e-04
[38,] 1.768816e-06 7.265184e-06 2.850168e-05 1.041608e-04 3.499673e-04
[39,] 7.650551e-07 3.466966e-06 1.455685e-05 5.603702e-05 1.967935e-04
[40,] 3.207359e-07 1.545672e-06 6.814796e-06 2.738140e-05 1.000835e-04
[41,] 1.246468e-07 6.292298e-07 2.892392e-06 1.209000e-05 4.592611e-05
[42,] 4.410159e-08 2.319094e-07 1.108586e-06 4.815092e-06 1.899954e-05
[43,] 1.411184e-08 7.714755e-08 3.831663e-07 1.728683e-06 7.084114e-06
[44,] 4.074223e-09 2.313955e-08 1.193711e-07 5.593213e-07 2.380346e-06
[45,] 1.060419e-09 6.255390e-09 3.351440e-08 1.630829e-07 7.207587e-07
[46,] 2.487458e-10 1.523921e-09 8.479238e-09 4.284924e-08 1.966649e-07
[47,] 5.258181e-11 3.345492e-10 1.933155e-09 1.014521e-08 4.835578e-08
[48,] 1.001614e-11 6.618178e-11 3.971514e-10 2.164507e-09 1.071400e-08
[49,] 1.719277e-12 1.179767e-11 7.352328e-11 4.161376e-10 2.139123e-09
[50,] 2.659308e-13 1.895097e-12 1.226510e-11 7.209299e-11 3.848571e-10
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.027665e-03 2.871357e-03 2.568254e-03 2.308082e-03 2.373556e-03
 [2,] 7.882858e-03 7.691709e-03 6.965045e-03 6.050204e-03 5.494347e-03
 [3,] 1.858727e-02 1.871557e-02 1.736500e-02 1.508285e-02 1.287201e-02
 [4,] 3.971836e-02 4.128015e-02 3.945304e-02 3.489061e-02 2.925909e-02
 [5,] 7.706826e-02 8.254162e-02 8.138539e-02 7.391874e-02 6.252141e-02
 [6,] 1.362614e-01 1.498761e-01 1.523237e-01 1.425668e-01 1.232683e-01
 [7,] 2.206892e-01 2.479472e-01 2.590220e-01 2.498755e-01 2.221919e-01
 [8,] 3.298868e-01 3.757016e-01 4.014967e-01 3.983976e-01 3.649551e-01
 [9,] 4.596378e-01 5.254296e-01 5.704155e-01 5.798303e-01 5.466212e-01
[10,] 6.039359e-01 6.852357e-01 7.488849e-01 7.750549e-01 7.495284e-01
[11,] 7.571248e-01 8.437133e-01 9.187018e-01 9.603237e-01 9.478081e-01
[12,] 9.139857e-01 9.933556e-01 1.067351e+00 1.116800e+00 1.117500e+00
[13,] 1.067468e+00 1.129935e+00 1.190686e+00 1.237140e+00 1.246194e+00
[14,] 1.206672e+00 1.248811e+00 1.289478e+00 1.324323e+00 1.335261e+00
[15,] 1.318292e+00 1.342350e+00 1.363390e+00 1.384086e+00 1.393073e+00
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 [7,] 0.867294420 0.76944439 0.65728208 0.54407551 0.43767185 0.341114627
 [8,] 0.963058369 0.89698763 0.80884707 0.70844290 0.60250930 0.494846228
 [9,] 0.996351602 0.97365276 0.92708169 0.85940105 0.77245762 0.667903060
[10,] 0.977576035 1.00081308 1.00555794 0.98580344 0.93525154 0.849861201
[11,] 0.935618989 0.99937408 1.05564103 1.09052098 1.08812278 1.035709038
[12,] 0.906808589 1.00136055 1.10158588 1.18881136 1.23850769 1.227820629
[13,] 0.920739738 1.03607770 1.16864359 1.29916065 1.39754364 1.431538861
[14,] 0.988595949 1.11701488 1.27000687 1.43147462 1.57000564 1.646719056
[15,] 1.098330619 1.23490636 1.39861851 1.57878456 1.74668794 1.860880273
[16,] 1.219207363 1.36019273 1.52767076 1.71661151 1.90358395 2.048632498
[17,] 1.315411069 1.45530944 1.62078035 1.81114542 2.00889394 2.178374056
[18,] 1.364235385 1.49327373 1.64938466 1.83451526 2.03623270 2.224250663
[19,] 1.370737110 1.47487198 1.61083077 1.78211883 1.98018579 2.179931012
[20,] 1.371236850 1.43566227 1.53825357 1.68407942 1.86790511 2.069411753
[21,] 1.423350727 1.43821431 1.49578908 1.60344017 1.75959711 1.948842843
[22,] 1.586523625 1.55210472 1.55952692 1.61924373 1.73429306 1.894944536
[23,] 1.899904439 1.82908447 1.79122108 1.80013217 1.86448595 1.981453752
[24,] 2.363759938 2.28130046 2.21402427 2.17843059 2.18936062 2.252170858
[25,] 2.929740899 2.86882511 2.79780907 2.73382079 2.69719305 2.702181124
[26,] 3.505335527 3.50158943 3.45904163 3.39189435 3.32322141 3.275199920
[27,] 3.975622326 4.05883387 4.07761629 4.03889819 3.96341801 3.877430203
[28,] 4.238090028 4.42327482 4.52849026 4.54999478 4.49993531 4.401802678
[29,] 4.237082882 4.51843566 4.71885378 4.82349759 4.83100337 4.754039192
[30,] 3.981350169 4.33262318 4.61611899 4.80932876 4.89640369 4.873162222
[31,] 3.535978945 3.91794376 4.25408792 4.52034543 4.69030012 4.741892528
[32,] 2.994208777 3.36590492 3.71511271 4.02220503 4.25743104 4.385605980
[33,] 2.444901131 2.77346057 3.09843272 3.40771710 3.67544967 3.861814215
[34,] 1.950737038 2.21616630 2.49054793 2.76839019 3.03177053 3.244718261
[35,] 1.542676166 1.73759945 1.94919722 2.17481172 2.40410494 2.610015259
[36,] 1.226164080 1.35320357 1.50255453 1.67023935 1.84983374 2.023481295
[37,] 0.990820690 1.06018934 1.15713363 1.27399072 1.40369463 1.534113858
[38,] 0.818221027 0.84598204 0.90625939 0.98782604 1.07971979 1.170587963
[39,] 0.687185728 0.69287793 0.73495752 0.80049167 0.87360183 0.939505722
[40,] 0.578197602 0.58083899 0.62226468 0.69014563 0.76462925 0.825274117
[41,] 0.477447080 0.49080550 0.54410921 0.62747270 0.71917944 0.793142090
[42,] 0.379183976 0.40861361 0.47824214 0.58170342 0.69794591 0.797156769
[43,] 0.285011344 0.32763042 0.40963459 0.52853643 0.66631207 0.792573261
[44,] 0.200488755 0.24846481 0.33336624 0.45629818 0.60394487 0.748782070
[45,] 0.131038885 0.17598091 0.25335516 0.36698987 0.50887301 0.657039553
[46,] 0.079220466 0.11544419 0.17789383 0.27186025 0.39406152 0.529290587
[47,] 0.044170986 0.06976014 0.11465325 0.18430817 0.27877141 0.389167878
[48,] 0.022666229 0.03868419 0.06755300 0.11393275 0.17957165 0.260380030
[49,] 0.010685045 0.01963063 0.03628843 0.06407221 0.10512176 0.158255570
[50,] 0.004619154 0.00909566 0.01773855 0.03272941 0.05585447 0.087277956
            [,38]       [,39]        [,40]        [,41]        [,42]
 [1,] 0.003081882 0.001638828 0.0008355913 0.0004025196 0.0001808841
 [2,] 0.008180175 0.004580513 0.0024492501 0.0012330926 0.0005777059
 [3,] 0.019692528 0.011594754 0.0064939754 0.0034139051 0.0016664459
 [4,] 0.043021043 0.026599149 0.0155869294 0.0085489927 0.0043453380
 [5,] 0.085401394 0.055377844 0.0339166748 0.0193920843 0.0102573127
 [6,] 0.154419182 0.104891626 0.0670731997 0.0399434247 0.0219713303
 [7,] 0.255361660 0.181489296 0.1210360496 0.0750035440 0.0428687986
 [8,] 0.388695460 0.288677437 0.2005399666 0.1291677449 0.0766356982
 [9,] 0.549730387 0.426013825 0.3078340187 0.2058182746 0.1266088189
[10,] 0.731577883 0.590487199 0.4430815757 0.3070590643 0.1955881065
[11,] 0.929797797 0.779835983 0.6065248198 0.4350255924 0.2865943305
[12,] 1.144799154 0.994873122 0.8004988298 0.5935161519 0.4041272547
[13,] 1.378903260 1.237619821 1.0284138604 0.7876669163 0.5543531669
[14,] 1.629130091 1.505129623 1.2896784771 1.0201489611 0.7426433516
[15,] 1.880733470 1.783038376 1.5732926331 1.2852457811 0.9687025553
[16,] 2.106561031 2.044129871 1.8550886312 1.5648589271 1.2220177944
[17,] 2.273661623 2.254241443 2.1019163015 1.8302547189 1.4812235723
[18,] 2.354831068 2.383536666 2.2818987491 2.0501382804 1.7191607745
[19,] 2.341364366 2.419026940 2.3768328139 2.2021662466 1.9123118513
[20,] 2.253020380 2.374328972 2.3923945282 2.2836182671 2.0511449974
[21,] 2.140521978 2.292814064 2.3624093688 2.3172150825 2.1473191527
[22,] 2.076262362 2.240352630 2.3437538388 2.3485611116 2.2338984235
[23,] 2.132960279 2.286379281 2.4000788628 2.4329575140 2.3557465205
[24,] 2.357084031 2.478220887 2.5776311576 2.6134492816 2.5506599146
[25,] 2.748840499 2.819884938 2.8831512249 2.8985024511 2.8278339107
[26,] 3.258572556 3.266762615 3.2762185329 3.2517380691 3.1553000224
[27,] 3.801071091 3.739847797 3.6821635114 3.6021488354 3.4663561073
[28,] 4.280352631 4.152011236 4.0195743678 3.8714852403 3.6848756201
[29,] 4.613897990 4.432841454 4.2274552491 4.0040824850 3.7567310991
[30,] 4.748408298 4.541721184 4.2784787039 3.9827350332 3.6695071548
[31,] 4.665145266 4.467728306 4.1751821316 3.8241390190 3.4502326979
[32,] 4.377369613 4.222297728 3.9367377538 3.5609190017 3.1454312307
[33,] 3.923597284 3.831854813 3.5873045081 3.2239751309 2.7979784439
[34,] 3.359430946 3.333939660 3.1522994523 2.8352316729 2.4342577033
[35,] 2.749240794 2.775762670 2.6614502208 2.4116264599 2.0657210454
[36,] 2.157927638 2.211873468 2.1528177157 1.9737994453 1.6993784982
[37,] 1.642714834 1.698396642 1.6722182359 1.5514573194 1.3479682451
[38,] 1.245288415 1.283853253 1.2662115219 1.1810544826 1.0331339386
[39,] 0.985235316 0.998997517 0.9710139699 0.8967411705 0.7804819093
[40,] 0.856338357 0.849121926 0.8019476578 0.7191660675 0.6100455882
[41,] 0.827665852 0.811919339 0.7478129555 0.6473265035 0.5273465143
[42,] 0.850993029 0.842764161 0.7728510026 0.6570304447 0.5191963976
[43,] 0.874112315 0.887180895 0.8266089217 0.7070645016 0.5561000685
[44,] 0.856298557 0.897230950 0.8591915032 0.7515097479 0.6006865876
[45,] 0.779750381 0.845781995 0.8365981248 0.7540607306 0.6193307560
[46,] 0.651783418 0.732484522 0.7498235876 0.6986778155 0.5924839609
[47,] 0.497130693 0.578964375 0.6137877305 0.5919812761 0.5193194144
[48,] 0.344962492 0.416355709 0.4572568130 0.4567175698 0.4148110983
[49,] 0.217421971 0.271975854 0.3094765834 0.3202063737 0.3012140569
[50,] 0.124341452 0.161218055 0.1900979267 0.2037882207 0.1985965989
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 7.511678e-05 2.864234e-05 9.986489e-06 3.175541e-06 9.194417e-07
 [2,] 2.497131e-04 9.901035e-05 3.587550e-05 1.185138e-05 3.564169e-06
 [3,] 7.494513e-04 3.089078e-04 1.162987e-04 3.990715e-05 1.246454e-05
 [4,] 2.032403e-03 8.705808e-04 3.404747e-04 1.213358e-04 3.935407e-05
 [5,] 4.987137e-03 2.219257e-03 9.013398e-04 3.335182e-04 1.123082e-04
 [6,] 1.109850e-02 5.128381e-03 2.162232e-03 8.304663e-04 2.902609e-04
 [7,] 2.248220e-02 1.078097e-02 4.716299e-03 1.879418e-03 6.815649e-04
 [8,] 4.169075e-02 2.073156e-02 9.404028e-03 3.885956e-03 1.461503e-03
 [9,] 7.137213e-02 3.677049e-02 1.728161e-02 7.400381e-03 2.885077e-03
[10,] 1.141247e-01 6.085892e-02 2.961333e-02 1.313413e-02 5.305790e-03
[11,] 1.729363e-01 9.539421e-02 4.803861e-02 2.206427e-02 9.237339e-03
[12,] 2.521127e-01 1.438645e-01 7.500783e-02 3.570440e-02 1.550882e-02
[13,] 3.577640e-01 2.114272e-01 1.143061e-01 5.650084e-02 2.552419e-02
[14,] 4.965323e-01 3.045006e-01 1.711327e-01 8.809594e-02 4.152690e-02
[15,] 6.721300e-01 4.287046e-01 2.511427e-01 1.350540e-01 6.664732e-02
[16,] 8.811102e-01 5.856014e-01 3.583645e-01 2.017866e-01 1.044939e-01
[17,] 1.110637e+00 7.699418e-01 4.927860e-01 2.908864e-01 1.582309e-01
[18,] 1.340528e+00 9.694712e-01 6.490395e-01 4.016368e-01 2.294330e-01
[19,] 1.549730e+00 1.168368e+00 8.174761e-01 5.297326e-01 3.173410e-01
[20,] 1.725151e+00 1.353654e+00 9.879575e-01 6.689484e-01 4.192190e-01
[21,] 1.869383e+00 1.522222e+00 1.155250e+00 8.145708e-01 5.321041e-01
[22,] 2.003353e+00 1.684989e+00 1.323447e+00 9.671037e-01 6.553332e-01
[23,] 2.160517e+00 1.864518e+00 1.506086e+00 1.133668e+00 7.921950e-01
[24,] 2.371876e+00 2.084333e+00 1.719533e+00 1.324638e+00 9.486820e-01
[25,] 2.646449e+00 2.352556e+00 1.970525e+00 1.545144e+00 1.128377e+00
[26,] 2.957304e+00 2.647840e+00 2.243421e+00 1.784746e+00 1.324999e+00
[27,] 3.243747e+00 2.917674e+00 2.495722e+00 2.011676e+00 1.516817e+00
[28,] 3.432590e+00 3.094228e+00 2.668100e+00 2.177762e+00 1.667930e+00
[29,] 3.469058e+00 3.122215e+00 2.707089e+00 2.234848e+00 1.738629e+00
[30,] 3.340007e+00 2.983896e+00 2.589316e+00 2.155745e+00 1.701446e+00
[31,] 3.076135e+00 2.706482e+00 2.333181e+00 1.948055e+00 1.554609e+00
[32,] 2.733451e+00 2.348018e+00 1.990873e+00 1.652286e+00 1.324724e+00
[33,] 2.366990e+00 1.971312e+00 1.625838e+00 1.325184e+00 1.056604e+00
[34,] 2.012294e+00 1.621436e+00 1.289180e+00 1.018125e+00 7.960604e-01
[35,] 1.682335e+00 1.317380e+00 1.006948e+00 7.621200e-01 5.751107e-01
[36,] 1.376860e+00 1.058027e+00 7.816677e-01 5.650786e-01 4.062247e-01
[37,] 1.095100e+00 8.348793e-01 6.029594e-01 4.190248e-01 2.858348e-01
[38,] 8.436332e-01 6.428043e-01 4.590834e-01 3.105840e-01 2.025114e-01
[39,] 6.362006e-01 4.839831e-01 3.436358e-01 2.288202e-01 1.444983e-01
[40,] 4.873796e-01 3.652611e-01 2.561227e-01 1.680656e-01 1.036862e-01
[41,] 4.045906e-01 2.922346e-01 1.984962e-01 1.266604e-01 7.597733e-02
[42,] 3.826385e-01 2.638893e-01 1.707947e-01 1.039580e-01 5.960520e-02
[43,] 4.031689e-01 2.703391e-01 1.683133e-01 9.771327e-02 5.312221e-02
[44,] 4.392904e-01 2.944720e-01 1.813874e-01 1.029972e-01 5.412450e-02
[45,] 4.637173e-01 3.167680e-01 1.976486e-01 1.128269e-01 5.905291e-02
[46,] 4.573031e-01 3.213578e-01 2.057024e-01 1.200213e-01 6.389524e-02
[47,] 4.143756e-01 3.007673e-01 1.986214e-01 1.193722e-01 6.531868e-02
[48,] 3.425715e-01 2.572548e-01 1.756791e-01 1.091118e-01 6.164401e-02
[49,] 2.576006e-01 2.002852e-01 1.415782e-01 9.099407e-02 5.317794e-02
[50,] 1.759313e-01 1.416757e-01 1.037142e-01 6.902175e-02 4.175960e-02
             [,48]        [,49]        [,50]
 [1,] 2.421594e-07 5.798087e-08 1.261574e-08
 [2,] 9.749272e-07 2.424194e-07 5.477654e-08
 [3,] 3.540710e-06 9.142555e-07 2.145208e-07
 [4,] 1.160790e-05 3.112226e-06 7.582500e-07
 [5,] 3.439179e-05 9.573125e-06 2.421504e-06
 [6,] 9.226003e-05 2.665706e-05 6.999499e-06
 [7,] 2.247930e-04 6.740234e-05 1.836835e-05
 [8,] 4.999958e-04 1.555360e-04 4.398290e-05
 [9,] 1.023431e-03 3.302173e-04 9.688974e-05
[10,] 1.951282e-03 6.530822e-04 1.988850e-04
[11,] 3.523539e-03 1.224247e-03 3.873903e-04
[12,] 6.145234e-03 2.220870e-03 7.319891e-04
[13,] 1.053589e-02 3.973568e-03 1.369279e-03
[14,] 1.792238e-02 7.081810e-03 2.562103e-03
[15,] 3.017653e-02 1.253492e-02 4.776449e-03
[16,] 4.974545e-02 2.176337e-02 8.746791e-03
[17,] 7.925666e-02 3.652872e-02 1.547936e-02
[18,] 1.208386e-01 5.860835e-02 2.614527e-02
[19,] 1.754397e-01 8.935796e-02 4.186406e-02
[20,] 2.426145e-01 1.293925e-01 6.347000e-02
[21,] 3.211688e-01 1.786829e-01 9.142922e-02
[22,] 4.105648e-01 2.371748e-01 1.260338e-01
[23,] 5.122265e-01 3.055839e-01 1.677844e-01
[24,] 6.293624e-01 3.855777e-01 2.175865e-01
[25,] 7.642787e-01 4.785552e-01 2.762703e-01
[26,] 9.136079e-01 5.829374e-01 3.432215e-01
[27,] 1.063824e+00 6.910878e-01 4.145401e-01
[28,] 1.190540e+00 7.879674e-01 4.818187e-01
[29,] 1.264056e+00 8.535155e-01 5.328385e-01
[30,] 1.260178e+00 8.690185e-01 5.548063e-01
[31,] 1.171339e+00 8.250297e-01 5.392443e-01
[32,] 1.011576e+00 7.265751e-01 4.861639e-01
[33,] 8.119296e-01 5.922673e-01 4.049787e-01
[34,] 6.086223e-01 4.474448e-01 3.112985e-01
[35,] 4.305685e-01 3.150874e-01 2.212411e-01
[36,] 2.923851e-01 2.092429e-01 1.463120e-01
[37,] 1.948109e-01 1.335203e-01 9.118592e-02
[38,] 1.300829e-01 8.390623e-02 5.467048e-02
[39,] 8.815463e-02 5.320055e-02 3.241170e-02
[40,] 6.082185e-02 3.458443e-02 1.954709e-02
[41,] 4.303739e-02 2.327838e-02 1.226292e-02
[42,] 3.226788e-02 1.658106e-02 8.180433e-03
[43,] 2.716162e-02 1.312611e-02 6.039646e-03
[44,] 2.644354e-02 1.207714e-02 5.191047e-03
[45,] 2.841971e-02 1.262294e-02 5.199640e-03
[46,] 3.107794e-02 1.383592e-02 5.652371e-03
[47,] 3.255919e-02 1.479634e-02 6.137017e-03
[48,] 3.168678e-02 1.482430e-02 6.315027e-03
[49,] 2.826148e-02 1.366039e-02 6.006429e-03
[50,] 2.297054e-02 1.148839e-02 5.224632e-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  
    -31.444        2.746  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/723801256912154.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] 5.349005 5.416393 5.483781 5.551168 5.618556 5.685943 5.753331 5.820718
 [9] 5.888106 5.955493 6.022881 6.090268 6.157656 6.225043 6.292431 6.359818
[17] 6.427206 6.494594 6.561981 6.629369 6.696756 6.764144 6.831531 6.898919
[25] 6.966306 7.033694 7.101081 7.168469 7.235856 7.303244 7.370631 7.438019
[33] 7.505406 7.572794 7.640182 7.707569 7.774957 7.842344 7.909732 7.977119
[41] 8.044507 8.111894 8.179282 8.246669 8.314057 8.381444 8.448832 8.516219
[49] 8.583607 8.650995

$yords
 [1] -28.65458382 -27.95439673 -27.25420963 -26.55402254 -25.85383544
 [6] -25.15364835 -24.45346125 -23.75327416 -23.05308706 -22.35289997
[11] -21.65271288 -20.95252578 -20.25233869 -19.55215159 -18.85196450
[16] -18.15177740 -17.45159031 -16.75140321 -16.05121612 -15.35102902
[21] -14.65084193 -13.95065483 -13.25046774 -12.55028064 -11.85009355
[26] -11.14990645 -10.44971936  -9.74953226  -9.04934517  -8.34915807
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[46]   2.85383544   3.55402254   4.25420963   4.95439673   5.65458382

$zden
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[31,] 3.28330950 2.82071552 2.28995384 1.75230641 1.260725645 0.850515871
[32,] 2.88890799 2.41354432 1.90300627 1.41313346 0.986378302 0.645785258
[33,] 2.55150379 2.06771595 1.57856036 1.13342552 0.764390837 0.483498829
[34,] 2.28673806 1.79672778 1.32645624 0.91889572 0.596856551 0.363237032
[35,] 2.09852196 1.60179028 1.14499021 0.76549785 0.478440880 0.279501122
[36,] 1.97891954 1.47296552 1.02306147 0.66209815 0.399055939 0.223998055
[37,] 1.90987994 1.39200073 0.94355930 0.59382249 0.346716312 0.187785197
[38,] 1.86666121 1.33631207 0.88724809 0.54534465 0.309991891 0.162892468
[39,] 1.82255110 1.28346439 0.83647030 0.50357764 0.279727618 0.143278104
[40,] 1.75411112 1.21536338 0.77806840 0.45942768 0.249916911 0.125148860
[41,] 1.64580567 1.12131588 0.70505303 0.40845733 0.217776962 0.106777096
[42,] 1.49280618 0.99927345 0.61677731 0.35050110 0.183192588 0.087993651
[43,] 1.30116013 0.85500889 0.51771836 0.28848056 0.147779639 0.069545718
[44,] 1.08531636 0.69957291 0.41532343 0.22682404 0.113854046 0.052488580
[45,] 0.86386264 0.54588510 0.31760076 0.16994366 0.083561815 0.037731796
[46,] 0.65486499 0.40550229 0.23112311 0.12113252 0.058331963 0.025793701
[47,] 0.47217051 0.28640610 0.15987683 0.08205414 0.038690974 0.016751727
[48,] 0.32350865 0.19218021 0.10504634 0.05278646 0.024368827 0.010329420
[49,] 0.21049084 0.12244006 0.06552474 0.03223463 0.014567763 0.006044854
[50,] 0.12999972 0.07403739 0.03878836 0.01867921 0.008263315 0.003356362
            [,48]        [,49]        [,50]
 [1,] 0.004525895 0.0031981819 0.0022075741
 [2,] 0.008555362 0.0060723864 0.0042023154
 [3,] 0.015489284 0.0110307621 0.0076440196
 [4,] 0.026852486 0.0191669910 0.0132831226
 [5,] 0.044572941 0.0318541911 0.0220473547
 [6,] 0.070850178 0.0506369824 0.0349536393
 [7,] 0.107877867 0.0770140727 0.0529435165
 [8,] 0.157434416 0.1121273032 0.0766603512
 [9,] 0.220421031 0.1564256091 0.1062253566
[10,] 0.296492859 0.2094218827 0.1411015707
[11,] 0.383958837 0.2696761080 0.1801366607
[12,] 0.480082000 0.3350914352 0.2218296201
[13,] 0.581780962 0.4034959444 0.2647757381
[14,] 0.686542648 0.4733329101 0.3081391206
[15,] 0.793189564 0.5441681190 0.3519375599
[16,] 0.902094971 0.6167154058 0.3969469865
[17,] 1.014575743 0.6922220569 0.4441585346
[18,] 1.131497720 0.7713110673 0.4939116376
[19,] 1.251495000 0.8526492788 0.5450030486
[20,] 1.369477249 0.9319765784 0.5941502178
[21,] 1.476129030 1.0019922262 0.6361131941
[22,] 1.558850084 1.0533433268 0.6645680374
[23,] 1.604105177 1.0765711015 0.6735466032
[24,] 1.600619401 1.0644911114 0.6590230024
[25,] 1.542480171 1.0142709504 0.6201369767
[26,] 1.431148118 0.9285178758 0.5596423365
[27,] 1.275691718 0.8150008904 0.4834263479
[28,] 1.091133859 0.6850867137 0.3992598261
[29,] 0.895416981 0.5513887905 0.3151824963
[30,] 0.705911390 0.4253470061 0.2380097463
[31,] 0.536450600 0.3153985478 0.1723461647
[32,] 0.395591372 0.2261225034 0.1202723611
[33,] 0.286313038 0.1583779615 0.0816359901
[34,] 0.206913189 0.1101642452 0.0547198375
[35,] 0.152584964 0.0778011627 0.0370171326
[36,] 0.117125545 0.0570608975 0.0258998091
[37,] 0.094366819 0.0440183070 0.0190681243
[38,] 0.079125551 0.0355397621 0.0147670732
[39,] 0.067651668 0.0294461292 0.0118173201
[40,] 0.057665194 0.0244431568 0.0095309848
[41,] 0.048118441 0.0199231329 0.0075774651
[42,] 0.038821722 0.0157252587 0.0058464058
[43,] 0.030049745 0.0119161687 0.0043351970
[44,] 0.022212752 0.0086252515 0.0030719747
[45,] 0.015637854 0.0059460852 0.0020735442
[46,] 0.010468020 0.0038974308 0.0013307637
[47,] 0.006656434 0.0024264998 0.0008111926
[48,] 0.004018333 0.0014340831 0.0004693674
[49,] 0.002302017 0.0008042587 0.0002576931
[50,] 0.001251170 0.0004278940 0.0001342108

> 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  
     15.469       -3.182  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/15tn51256912154.ps tmp/15tn51256912154.png")
> system("convert tmp/29okt1256912154.ps tmp/29okt1256912154.png")
> system("convert tmp/35zya1256912154.ps tmp/35zya1256912154.png")
> system("convert tmp/4k4sm1256912154.ps tmp/4k4sm1256912154.png")
> system("convert tmp/547671256912154.ps tmp/547671256912154.png")
> system("convert tmp/6ugwy1256912154.ps tmp/6ugwy1256912154.png")
> system("convert tmp/723801256912154.ps tmp/723801256912154.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.006   2.039   3.579