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(114.1,110.3,103.9,101.6,94.6,95.9,104.7,102.8,98.1,113.9,80.9,95.7,113.2,105.9,108.8,102.3,99,100.7,115.5,100.7,109.9,114.6,85.4,100.5,114.8,116.5,112.9,102,106,105.3,118.8,106.1,109.3,117.2,92.5,104.2,112.5,122.4,113.3,100,110.7,112.8,109.8,117.3,109.1,115.9,96,99.8,116.8,115.7,99.4,94.3,91,93.2,103.1,94.1,91.8,102.7,82.6,89.1)
> y <- c(25.6,23.7,22,21.3,20.7,20.4,20.3,20.4,19.8,19.5,23.1,23.5,23.5,22.9,21.9,21.5,20.5,20.2,19.4,19.2,18.8,18.8,22.6,23.3,23,21.4,19.9,18.8,18.6,18.4,18.6,19.9,19.2,18.4,21.1,20.5,19.1,18.1,17,17.1,17.4,16.8,15.3,14.3,13.4,15.3,22.1,23.7,22.2,19.5,16.6,17.3,19.8,21.2,21.5,20.6,19.1,19.6,23.5,24)
> x <- c(2,1.8,2.7,2.3,1.9,2,2.3,2.8,2.4,2.3,2.7,2.7,2.9,3,2.2,2.3,2.8,2.8,2.8,2.2,2.6,2.8,2.5,2.4,2.3,1.9,1.7,2,2.1,1.7,1.8,1.8,1.8,1.3,1.3,1.3,1.2,1.4,2.2,2.9,3.1,3.5,3.6,4.4,4.1,5.1,5.8,5.9,5.4,5.5,4.8,3.2,2.7,2.1,1.9,0.6,0.7,-0.2,-1,-1.7)
> par7 = 'Industriële productie'
> par6 = 'Werkloosheid < 25'
> 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

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/1nu2v1257328117.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/2y7pk1257328117.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/35zqv1257328117.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/4loze1257328117.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/53m891257328117.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  
     21.214       -0.459  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/6ax181257328117.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] 11.76987 12.08538 12.40090 12.71642 13.03193 13.34745 13.66296 13.97848
 [9] 14.29399 14.60951 14.92502 15.24054 15.55606 15.87157 16.18709 16.50260
[17] 16.81812 17.13363 17.44915 17.76466 18.08018 18.39570 18.71121 19.02673
[25] 19.34224 19.65776 19.97327 20.28879 20.60430 20.91982 21.23534 21.55085
[33] 21.86637 22.18188 22.49740 22.81291 23.12843 23.44394 23.75946 24.07498
[41] 24.39049 24.70601 25.02152 25.33704 25.65255 25.96807 26.28358 26.59910
[49] 26.91462 27.23013

$yords
 [1]  74.67858  75.77946  76.88033  77.98121  79.08208  80.18295  81.28383
 [8]  82.38470  83.48558  84.58645  85.68732  86.78820  87.88907  88.98995
[15]  90.09082  91.19170  92.29257  93.39344  94.49432  95.59519  96.69607
[22]  97.79694  98.89781  99.99869 101.09956 102.20044 103.30131 104.40219
[29] 105.50306 106.60393 107.70481 108.80568 109.90656 111.00743 112.10830
[36] 113.20918 114.31005 115.41093 116.51180 117.61268 118.71355 119.81442
[43] 120.91530 122.01617 123.11705 124.21792 125.31879 126.41967 127.52054
[50] 128.62142

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 7.974137e-18 5.479371e-17 3.478893e-16 2.041960e-15 1.108983e-14
 [2,] 7.037132e-17 4.688630e-16 2.885899e-15 1.641618e-14 8.635338e-14
 [3,] 5.642859e-16 3.645745e-15 2.175756e-14 1.199803e-13 6.116263e-13
 [4,] 4.111338e-15 2.575876e-14 1.490633e-13 7.969666e-13 3.938242e-12
 [5,] 2.721763e-14 1.653702e-13 9.279881e-13 4.810765e-12 2.304740e-11
 [6,] 1.637254e-13 9.647050e-13 5.249650e-12 2.638899e-11 1.225769e-10
 [7,] 8.949650e-13 5.114003e-12 2.698700e-11 1.315466e-10 5.924648e-10
 [8,] 4.445989e-12 2.463786e-11 1.260839e-10 5.959710e-10 2.602664e-09
 [9,] 2.007611e-11 1.078937e-10 5.354504e-10 2.454319e-09 1.039305e-08
[10,] 8.242638e-11 4.296008e-10 2.067555e-09 9.190071e-09 3.773602e-08
[11,] 3.078484e-10 1.556027e-09 7.262360e-09 3.130337e-08 1.246398e-07
[12,] 1.046718e-09 5.130835e-09 2.322279e-08 9.706833e-08 3.747760e-07
[13,] 3.244130e-09 1.542150e-08 6.768804e-08 2.743587e-07 1.027156e-06
[14,] 9.184062e-09 4.233700e-08 1.801985e-07 7.082543e-07 2.571100e-06
[15,] 2.382670e-08 1.065085e-07 4.395817e-07 1.675280e-06 5.896681e-06
[16,] 5.693864e-08 2.467912e-07 9.875899e-07 3.649228e-06 1.245310e-05
[17,] 1.262968e-07 5.307263e-07 2.059029e-06 7.375926e-06 2.440064e-05
[18,] 2.628356e-07 1.070670e-06 4.026548e-06 1.398162e-05 4.483224e-05
[19,] 5.201900e-07 2.053727e-06 7.485697e-06 2.519194e-05 7.828549e-05
[20,] 9.933733e-07 3.799833e-06 1.342050e-05 4.376555e-05 1.317913e-04
[21,] 1.852622e-06 6.861227e-06 2.347078e-05 7.415032e-05 2.163461e-04
[22,] 3.398658e-06 1.216425e-05 4.025574e-05 1.231230e-04 3.479457e-04
[23,] 6.158953e-06 2.120603e-05 6.768723e-05 2.000383e-04 5.469403e-04
[24,] 1.112629e-05 3.648558e-05 1.115406e-04 3.170162e-04 8.360661e-04
[25,] 2.052149e-05 6.294281e-05 1.817778e-04 4.919077e-04 1.242660e-03
[26,] 4.014923e-05 1.125479e-04 3.007158e-04 7.616179e-04 1.818815e-03
[27,] 8.566107e-05 2.163985e-04 5.247524e-04 1.218700e-03 2.700009e-03
[28,] 1.965184e-04 4.507236e-04 9.894800e-04 2.084781e-03 4.218256e-03
[29,] 4.616165e-04 9.818700e-04 1.982815e-03 3.821012e-03 7.057706e-03
[30,] 1.056198e-03 2.125314e-03 4.030592e-03 7.239721e-03 1.238300e-02
[31,] 2.277421e-03 4.391133e-03 7.941866e-03 1.352709e-02 2.180188e-02
[32,] 4.546995e-03 8.459520e-03 1.472357e-02 2.404775e-02 3.699957e-02
[33,] 8.335780e-03 1.501893e-02 2.527762e-02 3.983978e-02 5.898082e-02
[34,] 1.397993e-02 2.444140e-02 3.988358e-02 6.087012e-02 8.710455e-02
[35,] 2.141755e-02 3.637764e-02 5.764251e-02 8.536182e-02 1.183896e-01
[36,] 2.996170e-02 4.948072e-02 7.621417e-02 1.096605e-01 1.476696e-01
[37,] 3.827680e-02 6.150435e-02 9.216247e-02 1.289781e-01 1.688721e-01
[38,] 4.467053e-02 6.988188e-02 1.019500e-01 1.389032e-01 1.770617e-01
[39,] 4.764492e-02 7.261146e-02 1.032122e-01 1.370416e-01 1.703138e-01
[40,] 4.646660e-02 6.903344e-02 9.568606e-02 1.239541e-01 1.504437e-01
[41,] 4.145972e-02 6.008794e-02 8.129357e-02 1.028877e-01 1.222120e-01
[42,] 3.386222e-02 4.791557e-02 6.334804e-02 7.847010e-02 9.147123e-02
[43,] 2.533173e-02 3.503131e-02 4.532571e-02 5.507831e-02 6.323225e-02
[44,] 1.736828e-02 2.350270e-02 2.981784e-02 3.565225e-02 4.049437e-02
[45,] 1.092240e-02 1.448596e-02 1.806666e-02 2.133808e-02 2.411177e-02
[46,] 6.305929e-03 8.214247e-03 1.010441e-02 1.184600e-02 1.340280e-02
[47,] 3.346287e-03 4.293254e-03 5.230920e-03 6.122651e-03 6.983003e-03
[48,] 1.634673e-03 2.073173e-03 2.514902e-03 2.957728e-03 3.421615e-03
[49,] 7.365908e-04 9.276604e-04 1.127061e-03 1.340296e-03 1.579868e-03
[50,] 3.069442e-04 3.859518e-04 4.725731e-04 5.712446e-04 6.874301e-04
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.580830e-14 2.608740e-13 1.137525e-12 4.660701e-12 1.816154e-11
 [2,] 4.204426e-13 1.897584e-12 7.958520e-12 3.114523e-11 1.145205e-10
 [3,] 2.884257e-12 1.259492e-11 5.101033e-11 1.920931e-10 6.753392e-10
 [4,] 1.799681e-11 7.611282e-11 2.982543e-10 1.084731e-09 3.671088e-09
 [5,] 1.020873e-10 4.183561e-10 1.587613e-09 5.586375e-09 1.826063e-08
 [6,] 5.263478e-10 2.090578e-09 7.686591e-09 2.619058e-08 8.282292e-08
 [7,] 2.466463e-09 9.496089e-09 3.383644e-08 1.116892e-07 3.419687e-07
 [8,] 1.050506e-08 3.920842e-08 1.354096e-07 4.331041e-07 1.284452e-06
 [9,] 4.067295e-08 1.471700e-07 4.926694e-07 1.527121e-06 4.387826e-06
[10,] 1.431893e-07 5.023108e-07 1.630041e-06 4.896988e-06 1.363376e-05
[11,] 4.585743e-07 1.559660e-06 4.906386e-06 1.428663e-05 3.854480e-05
[12,] 1.336980e-06 4.408681e-06 1.344485e-05 3.794700e-05 9.921736e-05
[13,] 3.552932e-06 1.135881e-05 3.358130e-05 9.187103e-05 2.327958e-04
[14,] 8.622941e-06 2.672724e-05 7.659986e-05 2.031247e-04 4.988188e-04
[15,] 1.917383e-05 5.761543e-05 1.600665e-04 4.114023e-04 9.790576e-04
[16,] 3.925622e-05 1.143491e-04 3.079233e-04 7.670046e-04 1.768697e-03
[17,] 7.456092e-05 2.105116e-04 5.493828e-04 1.326031e-03 2.962429e-03
[18,] 1.327753e-04 3.632920e-04 9.186949e-04 2.148281e-03 4.648671e-03
[19,] 2.246799e-04 5.956822e-04 1.459421e-03 3.305740e-03 6.927357e-03
[20,] 3.665117e-04 9.415050e-04 2.234705e-03 4.903040e-03 9.949973e-03
[21,] 5.829895e-04 1.451149e-03 3.337423e-03 7.094559e-03 1.394765e-02
[22,] 9.084597e-04 2.191510e-03 4.885488e-03 1.006826e-02 1.919249e-02
[23,] 1.382918e-03 3.233047e-03 6.989115e-03 1.397565e-02 2.586626e-02
[24,] 2.043550e-03 4.626283e-03 9.698405e-03 1.883209e-02 3.389492e-02
[25,] 2.922815e-03 6.390170e-03 1.297585e-02 2.447121e-02 4.289246e-02
[26,] 4.077636e-03 8.554888e-03 1.676353e-02 3.065828e-02 5.235425e-02
[27,] 5.680395e-03 1.130110e-02 2.119470e-02 3.740536e-02 6.210451e-02
[28,] 8.185752e-03 1.519687e-02 2.691716e-02 4.538920e-02 7.279177e-02
[29,] 1.253548e-02 2.144859e-02 3.537401e-02 5.622336e-02 8.608431e-02
[30,] 2.028179e-02 3.198219e-02 4.878912e-02 7.228161e-02 1.042680e-01
[31,] 3.343813e-02 4.912216e-02 6.961866e-02 9.589231e-02 1.292129e-01
[32,] 5.388446e-02 7.472896e-02 9.942677e-02 1.280295e-01 1.610491e-01
[33,] 8.233848e-02 1.089391e-01 1.375091e-01 1.670115e-01 1.971860e-01
[34,] 1.172388e-01 1.490373e-01 1.799515e-01 2.079589e-01 2.323297e-01
[35,] 1.541842e-01 1.892176e-01 2.198802e-01 2.436089e-01 2.597789e-01
[36,] 1.865435e-01 2.217626e-01 2.492071e-01 2.664549e-01 2.736093e-01
[37,] 2.073336e-01 2.394526e-01 2.613366e-01 2.713713e-01 2.707683e-01
[38,] 2.116835e-01 2.381934e-01 2.535905e-01 2.574484e-01 2.520347e-01
[39,] 1.986939e-01 2.185444e-01 2.281111e-01 2.281100e-01 2.214073e-01
[40,] 1.717132e-01 1.853546e-01 1.908161e-01 1.895510e-01 1.843873e-01
[41,] 1.369191e-01 1.457697e-01 1.490612e-01 1.484394e-01 1.461597e-01
[42,] 1.010135e-01 1.067160e-01 1.092640e-01 1.100481e-01 1.105030e-01
[43,] 6.919318e-02 7.305263e-02 7.550443e-02 7.746667e-02 7.960606e-02
[44,] 4.418582e-02 4.697472e-02 4.936110e-02 5.179876e-02 5.442193e-02
[45,] 2.641928e-02 2.848341e-02 3.057366e-02 3.281782e-02 3.508563e-02
[46,] 1.484985e-02 1.632355e-02 1.792105e-02 1.960497e-02 2.117901e-02
[47,] 7.869664e-03 8.842120e-03 9.905564e-03 1.097486e-02 1.188844e-02
[48,] 3.936432e-03 4.516606e-03 5.135965e-03 5.720527e-03 6.169335e-03
[49,] 1.856456e-03 2.166455e-03 2.483358e-03 2.760367e-03 2.945959e-03
[50,] 8.228833e-04 9.706814e-04 1.113452e-03 1.227189e-03 1.289954e-03
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.856155e-11 2.568301e-10 9.768568e-10 3.813217e-09 1.514944e-08
 [2,] 4.001245e-10 1.351176e-09 4.508807e-09 1.519815e-08 5.236624e-08
 [3,] 2.231262e-09 7.000591e-09 2.118386e-08 6.308271e-08 1.886897e-07
 [4,] 1.160807e-08 3.451084e-08 9.740274e-08 2.646445e-07 7.047159e-07
 [5,] 5.560182e-08 1.583480e-07 4.243347e-07 1.079490e-06 2.639377e-06
 [6,] 2.435853e-07 6.682049e-07 1.716743e-06 4.154763e-06 9.548060e-06
 [7,] 9.728879e-07 2.577804e-06 6.381108e-06 1.481835e-05 3.245954e-05
 [8,] 3.537506e-06 9.065813e-06 2.167587e-05 4.851159e-05 1.020515e-04
 [9,] 1.170320e-05 2.902968e-05 6.712392e-05 1.451007e-04 2.942648e-04
[10,] 3.522460e-05 8.460148e-05 1.893057e-04 3.957043e-04 7.751427e-04
[11,] 9.647896e-05 2.244176e-04 4.861302e-04 9.831932e-04 1.862233e-03
[12,] 2.406187e-04 5.421329e-04 1.137118e-03 2.225974e-03 4.078870e-03
[13,] 5.470316e-04 1.193918e-03 2.425105e-03 4.595749e-03 8.149507e-03
[14,] 1.135736e-03 2.401225e-03 4.723489e-03 8.666274e-03 1.487372e-02
[15,] 2.159819e-03 4.423274e-03 8.426096e-03 1.496653e-02 2.486049e-02
[16,] 3.779931e-03 7.497566e-03 1.382883e-02 2.377530e-02 3.821470e-02
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 [9,] 0.13777174 0.14943149 0.15966624 0.16962609 0.17978130 0.18914999
[10,] 0.14791185 0.16359191 0.17894727 0.19414203 0.20841242 0.21960954
[11,] 0.16058273 0.18015113 0.20009334 0.21940115 0.23603443 0.24684896
[12,] 0.17546899 0.19856023 0.22237536 0.24458346 0.26187066 0.27032808
[13,] 0.19261273 0.21915495 0.24636914 0.27045919 0.28690417 0.29135809
[14,] 0.21358197 0.24387209 0.27411232 0.29900673 0.31308269 0.31206587
[15,] 0.24144954 0.27556802 0.30792168 0.33198142 0.34189778 0.33416923
[16,] 0.27946826 0.31639503 0.34883014 0.36971489 0.37369769 0.35877468
[17,] 0.32937207 0.36653461 0.39603980 0.41135070 0.40852940 0.38748708
[18,] 0.39050913 0.42430510 0.44793482 0.45642845 0.44780264 0.42366730
[19,] 0.46028297 0.48743185 0.50370157 0.50626619 0.49491903 0.47202093
[20,] 0.53526881 0.55415620 0.56381103 0.56335752 0.55342785 0.53570161
[21,] 0.61184262 0.62290308 0.62838432 0.62845126 0.62319914 0.61221615
[22,] 0.68569361 0.69049893 0.69430249 0.69707267 0.69708199 0.69096181
[23,] 0.75075960 0.75040810 0.75333202 0.75823757 0.76084621 0.75480730
[24,] 0.79894014 0.79286659 0.79327000 0.79705568 0.79742836 0.78582787
[25,] 0.82164524 0.80768419 0.80223443 0.80047351 0.79378942 0.77265707
[26,] 0.81294163 0.78860949 0.77405790 0.76327732 0.74690331 0.71571444
[27,] 0.77269572 0.73686298 0.71181256 0.69110913 0.66570646 0.62758791
[28,] 0.70774203 0.66168809 0.62742906 0.59884975 0.56800868 0.52842030
[29,] 0.63009733 0.57741865 0.53754665 0.50524547 0.47402496 0.43869552
[30,] 0.55296323 0.49853659 0.45776115 0.42655140 0.39975863 0.37287105
[31,] 0.48653339 0.43521723 0.39808886 0.37214706 0.35310363 0.33636943
[32,] 0.43559609 0.39132778 0.36142870 0.34357643 0.33363951 0.32629662
[33,] 0.39969023 0.36520866 0.34488085 0.33638670 0.33502293 0.33438338
[34,] 0.37505871 0.35200289 0.34231487 0.34290725 0.34799278 0.35017954
[35,] 0.35687849 0.34583921 0.34649573 0.35441206 0.36265180 0.36343085
[36,] 0.34062235 0.34095963 0.35018215 0.36239560 0.36999864 0.36576387
[37,] 0.32244849 0.33210146 0.34680615 0.35968970 0.36338429 0.35219226
[38,] 0.29931420 0.31502581 0.33156629 0.34199146 0.34011787 0.32237336
[39,] 0.26946341 0.28760506 0.30292806 0.30936033 0.30248667 0.28081805
[40,] 0.23320747 0.25089826 0.26354165 0.26650623 0.25711964 0.23533225
[41,] 0.19326690 0.20916915 0.21951001 0.22109346 0.21242473 0.19396777
[42,] 0.15402708 0.16835395 0.17795262 0.18058910 0.17516581 0.16186949
[43,] 0.11983917 0.13361706 0.14406787 0.14929318 0.14797488 0.13965654
[44,] 0.09327449 0.10736117 0.11932936 0.12715923 0.12908479 0.12410287
[45,] 0.07433858 0.08877989 0.10171258 0.11087128 0.11419766 0.11051852
[46,] 0.06100561 0.07501478 0.08755170 0.09627404 0.09918527 0.09533817
[47,] 0.05059292 0.06302090 0.07373800 0.08061699 0.08205100 0.07754239
[48,] 0.04108372 0.05100440 0.05902895 0.06348299 0.06330691 0.05845408
[49,] 0.03172972 0.03879990 0.04402538 0.04627188 0.04499529 0.04044980
[50,] 0.02284096 0.02731473 0.03023221 0.03094061 0.02926237 0.02556449
           [,38]      [,39]      [,40]       [,41]       [,42]       [,43]
 [1,] 0.02056355 0.01659555 0.01342145 0.011136619 0.009534455 0.008286322
 [2,] 0.02996982 0.02493609 0.02116546 0.018526672 0.016540960 0.014684764
 [3,] 0.04188579 0.03644420 0.03261741 0.029866403 0.027362289 0.024425404
 [4,] 0.05701790 0.05222102 0.04897453 0.046189857 0.042708826 0.037853251
 [5,] 0.07637925 0.07330741 0.07099752 0.067799604 0.062403618 0.054421343
 [6,] 0.10079804 0.10001057 0.09830732 0.093662428 0.084956306 0.072463079
 [7,] 0.13012322 0.13119608 0.12888961 0.121185396 0.107597792 0.089416075
 [8,] 0.16263428 0.16406740 0.15925559 0.146689533 0.126942861 0.102532596
 [9,] 0.19522629 0.19481080 0.18541730 0.166539515 0.140094745 0.109819404
[10,] 0.22451258 0.21996262 0.20431933 0.178453357 0.145699045 0.110779330
[11,] 0.24830382 0.23779992 0.21499633 0.182339137 0.144444409 0.106628560
[12,] 0.26653219 0.24893785 0.21883816 0.180273173 0.138841754 0.099985181
[13,] 0.28101305 0.25583266 0.21893546 0.175793486 0.132563845 0.094328272
[14,] 0.29433011 0.26170798 0.21912472 0.173109144 0.129836912 0.093561901
[15,] 0.30888437 0.26986366 0.22349555 0.176734156 0.135138508 0.101727610
[16,] 0.32701299 0.28390233 0.23654027 0.191446645 0.152927154 0.122523171
[17,] 0.35199374 0.30834112 0.26323396 0.221845362 0.186787886 0.158201448
[18,] 0.38856302 0.34828411 0.30796888 0.270791835 0.237675647 0.207883150
[19,] 0.44147269 0.40721366 0.37199187 0.336920849 0.301839920 0.266098771
[20,] 0.51200415 0.48350126 0.45045444 0.412604003 0.369853683 0.322823499
[21,] 0.59432190 0.56781285 0.53122098 0.484208585 0.428101645 0.365796088
[22,] 0.67445524 0.64378596 0.59713638 0.535552408 0.462847361 0.384601129
[23,] 0.73358774 0.69273087 0.63155467 0.553542836 0.465310688 0.374703634
[24,] 0.75478989 0.70062582 0.62479071 0.533403921 0.435267892 0.339359553
[25,] 0.73005944 0.66403079 0.57828479 0.480816330 0.381284474 0.288378936
[26,] 0.66407518 0.59187889 0.50431639 0.409844643 0.317454591 0.234396507
[27,] 0.57272910 0.50222606 0.42141312 0.337708160 0.258293716 0.188499834
[28,] 0.47723026 0.41562353 0.34773712 0.278915820 0.214146445 0.157113882
[29,] 0.39672980 0.34829686 0.29547225 0.241268018 0.188867325 0.141115463
[30,] 0.34280040 0.30799384 0.26831850 0.224949284 0.180178277 0.136969502
[31,] 0.31766456 0.29360069 0.26237397 0.224314713 0.181881169 0.138919300
[32,] 0.31588404 0.29765310 0.26913401 0.230955894 0.186608536 0.141175894
[33,] 0.32773013 0.30987806 0.27887027 0.236607652 0.188062894 0.139446491
[34,] 0.34242118 0.32023724 0.28322791 0.235121383 0.182316224 0.131636422
[35,] 0.35044155 0.32096279 0.27677709 0.223435648 0.168234738 0.117864175
[36,] 0.34514005 0.30780663 0.25774227 0.201766232 0.147247240 0.099995659
[37,] 0.32393907 0.28069944 0.22804384 0.173147658 0.122611055 0.080864807
[38,] 0.28892607 0.24358901 0.19252860 0.142341908 0.098296984 0.063345095
[39,] 0.24618785 0.20310403 0.15732798 0.114260561 0.077727485 0.049494995
[40,] 0.20362063 0.16618074 0.12773000 0.092354140 0.062753961 0.040034409
[41,] 0.16790922 0.13753023 0.10639594 0.077601057 0.053260054 0.034329915
[42,] 0.14209241 0.11813708 0.09274478 0.068541618 0.047544940 0.030871676
[43,] 0.12494830 0.10551684 0.08377174 0.062304467 0.043279077 0.028008772
[44,] 0.11240684 0.09549096 0.07580434 0.056068677 0.038552891 0.024600951
[45,] 0.10004698 0.08442357 0.06623476 0.048220946 0.032531208 0.020315691
[46,] 0.08524013 0.07073355 0.05439139 0.038714543 0.025486681 0.015509651
[47,] 0.06792195 0.05507493 0.04130417 0.028633059 0.018339701 0.010850210
[48,] 0.04992525 0.03941631 0.02875297 0.019373282 0.012054308 0.006925217
[49,] 0.03360004 0.02578014 0.01826627 0.011949869 0.007217320 0.004023968
[50,] 0.02062508 0.01536411 0.01056620 0.006708027 0.003931062 0.002126409
            [,44]        [,45]        [,46]        [,47]        [,48]
 [1,] 0.007112535 0.0058771902 0.0045914444 3.354258e-03 2.277412e-03
 [2,] 0.012624592 0.0103031660 0.0078827266 5.613167e-03 3.705593e-03
 [3,] 0.020793663 0.0166442183 0.0124221958 8.604087e-03 5.516725e-03
 [4,] 0.031656562 0.0247397695 0.0179674712 1.208927e-02 7.523250e-03
 [5,] 0.044474634 0.0338365496 0.0238759901 1.559290e-02 9.414128e-03
 [6,] 0.057674275 0.0426390193 0.0292042878 1.850346e-02 1.083624e-02
 [7,] 0.069164613 0.0496326193 0.0329782152 2.026785e-02 1.151659e-02
 [8,] 0.076977392 0.0535835877 0.0345361126 2.059986e-02 1.137502e-02
 [9,] 0.079969818 0.0540015335 0.0337960201 1.961528e-02 1.058451e-02
[10,] 0.078273327 0.0513656213 0.0313445613 1.785501e-02 9.573320e-03
[11,] 0.073321499 0.0470619885 0.0283581696 1.622845e-02 8.998754e-03
[12,] 0.067545495 0.0431479576 0.0264550749 1.593967e-02 9.719780e-03
[13,] 0.063985955 0.0421080194 0.0275579297 1.841135e-02 1.274621e-02
[14,] 0.065993989 0.0466423299 0.0337233844 2.512580e-02 1.908231e-02
[15,] 0.076923968 0.0593245406 0.0467715938 3.725117e-02 2.938261e-02
[16,] 0.099497909 0.0818893381 0.0675798818 5.501368e-02 4.345073e-02
[17,] 0.134630028 0.1141328514 0.0951670900 7.702123e-02 5.980498e-02
[18,] 0.180007812 0.1528735681 0.1260586848 9.998452e-02 7.566090e-02
[19,] 0.229308625 0.1917771595 0.1545687829 1.192679e-01 8.757123e-02
[20,] 0.273023979 0.2226698778 0.1742931113 1.303046e-01 9.259613e-02
[21,] 0.301145589 0.2381672261 0.1803688724 1.303236e-01 8.947474e-02
[22,] 0.306772394 0.2345016414 0.1714257411 1.195015e-01 7.916233e-02
[23,] 0.288886261 0.2130833150 0.1501668988 1.008889e-01 6.442300e-02
[24,] 0.252810989 0.1799338999 0.1222540743 7.915765e-02 4.871363e-02
[25,] 0.208108180 0.1433106883 0.0941180939 5.885811e-02 3.496370e-02
[26,] 0.165023470 0.1107644041 0.0708132602 4.304327e-02 2.481149e-02
[27,] 0.131191665 0.0869734727 0.0548148130 3.275577e-02 1.850185e-02
[28,] 0.109891980 0.0730567717 0.0460040044 2.734032e-02 1.528180e-02
[29,] 0.100166637 0.0672344921 0.0424937005 2.519429e-02 1.396938e-02
[30,] 0.098253618 0.0661931000 0.0417235087 2.453548e-02 1.343089e-02
[31,] 0.099442521 0.0664666766 0.0413714942 2.393539e-02 1.285393e-02
[32,] 0.099624244 0.0654072876 0.0398827697 2.255925e-02 1.182730e-02
[33,] 0.096195809 0.0616271030 0.0366217503 2.017021e-02 1.029072e-02
[34,] 0.088321550 0.0549950360 0.0317515166 1.698752e-02 8.418582e-03
[35,] 0.076713696 0.0463382485 0.0259584865 1.347989e-02 6.486629e-03
[36,] 0.063113198 0.0369923159 0.0201243331 1.015779e-02 4.756132e-03
[37,] 0.049626694 0.0283235856 0.0150282879 7.411784e-03 3.397534e-03
[38,] 0.038071544 0.0213332739 0.0111431759 5.425293e-03 2.462009e-03
[39,] 0.029488694 0.0164321295 0.0085608860 4.168272e-03 1.895836e-03
[40,] 0.023955376 0.0134303695 0.0070468051 3.456146e-03 1.582519e-03
[41,] 0.020740499 0.0117219118 0.0061860255 3.043139e-03 1.393367e-03
[42,] 0.018718485 0.0105760819 0.0055584145 2.713349e-03 1.228742e-03
[43,] 0.016853729 0.0094143692 0.0048756798 2.338844e-03 1.038382e-03
[44,] 0.014549075 0.0079666806 0.0040360285 1.890691e-03 8.186376e-04
[45,] 0.011735526 0.0062671913 0.0030929034 1.410104e-03 5.937867e-04
[46,] 0.008720960 0.0045297349 0.0021728783 9.624622e-04 3.936119e-04
[47,] 0.005928076 0.0029905651 0.0013928667 5.988906e-04 2.377071e-04
[48,] 0.003673072 0.0017984431 0.0008128521 3.391218e-04 1.305921e-04
[49,] 0.002070974 0.0009838288 0.0004313969 1.745974e-04 6.522225e-05
[50,] 0.001061680 0.0004892620 0.0002081060 8.169919e-05 2.960318e-05
             [,49]        [,50]
 [1,] 1.432354e-03 8.330435e-04
 [2,] 2.263160e-03 1.277322e-03
 [3,] 3.269927e-03 1.790448e-03
 [4,] 4.326214e-03 2.297739e-03
 [5,] 5.251140e-03 2.705377e-03
 [6,] 5.863721e-03 2.931957e-03
 [7,] 6.051181e-03 2.942776e-03
 [8,] 5.823749e-03 2.774452e-03
 [9,] 5.339691e-03 2.546288e-03
[10,] 4.906649e-03 2.465338e-03
[11,] 4.977495e-03 2.832343e-03
[12,] 6.143495e-03 4.039186e-03
[13,] 9.089192e-03 6.524280e-03
[14,] 1.444476e-02 1.064507e-02
[15,] 2.249952e-02 1.646345e-02
[16,] 3.284416e-02 2.351996e-02
[17,] 4.414002e-02 3.074692e-02
[18,] 5.425360e-02 3.665888e-02
[19,] 6.084976e-02 3.982278e-02
[20,] 6.224894e-02 3.941601e-02
[21,] 5.812325e-02 3.557710e-02
[22,] 4.963838e-02 2.934548e-02
[23,] 3.895846e-02 2.222612e-02
[24,] 2.839827e-02 1.562537e-02
[25,] 1.966766e-02 1.044019e-02
[26,] 1.352120e-02 6.943228e-03
[27,] 9.846372e-03 4.921668e-03
[28,] 8.008335e-03 3.923988e-03
[29,] 7.225451e-03 3.479454e-03
[30,] 6.832884e-03 3.226755e-03
[31,] 6.401310e-03 2.954175e-03
[32,] 5.744009e-03 2.583039e-03
[33,] 4.861546e-03 2.126044e-03
[34,] 3.863340e-03 1.641378e-03
[35,] 2.891894e-03 1.194300e-03
[36,] 2.065559e-03 8.320260e-04
[37,] 1.447590e-03 5.733317e-04
[38,] 1.041360e-03 4.105229e-04
[39,] 8.050244e-04 3.189319e-04
[40,] 6.756533e-04 2.686542e-04
[41,] 5.930030e-04 2.343089e-04
[42,] 5.156845e-04 2.004137e-04
[43,] 4.264263e-04 1.619048e-04
[44,] 3.275110e-04 1.210364e-04
[45,] 2.309033e-04 8.290783e-05
[46,] 1.486109e-04 5.179695e-05
[47,] 8.709115e-05 2.945301e-05
[48,] 4.641788e-05 1.522839e-05
[49,] 2.248774e-05 7.156238e-06
[50,] 9.900188e-06 3.055849e-06

> 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  
    131.088       -1.322  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/79iks1257328117.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] -2.23692412 -2.05990681 -1.88288950 -1.70587218 -1.52885487 -1.35183756
 [7] -1.17482025 -0.99780294 -0.82078563 -0.64376832 -0.46675101 -0.28973370
[13] -0.11271639  0.06430092  0.24131824  0.41833555  0.59535286  0.77237017
[19]  0.94938748  1.12640479  1.30342210  1.48043941  1.65745672  1.83447403
[25]  2.01149134  2.18850866  2.36552597  2.54254328  2.71956059  2.89657790
[31]  3.07359521  3.25061252  3.42762983  3.60464714  3.78166445  3.95868176
[37]  4.13569908  4.31271639  4.48973370  4.66675101  4.84376832  5.02078563
[43]  5.19780294  5.37482025  5.55183756  5.72885487  5.90587218  6.08288950
[49]  6.25990681  6.43692412

$yords
 [1]  74.67858  75.77946  76.88033  77.98121  79.08208  80.18295  81.28383
 [8]  82.38470  83.48558  84.58645  85.68732  86.78820  87.88907  88.98995
[15]  90.09082  91.19170  92.29257  93.39344  94.49432  95.59519  96.69607
[22]  97.79694  98.89781  99.99869 101.09956 102.20044 103.30131 104.40219
[29] 105.50306 106.60393 107.70481 108.80568 109.90656 111.00743 112.10830
[36] 113.20918 114.31005 115.41093 116.51180 117.61268 118.71355 119.81442
[43] 120.91530 122.01617 123.11705 124.21792 125.31879 126.41967 127.52054
[50] 128.62142

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.701192e-04 1.814637e-03 3.385472e-03 6.180576e-03 1.084196e-02
 [2,] 2.418722e-03 3.921468e-03 6.412079e-03 1.059725e-02 1.750316e-02
 [3,] 6.299973e-03 9.358082e-03 1.352211e-02 1.938029e-02 2.798022e-02
 [4,] 1.459373e-02 2.137274e-02 2.953495e-02 3.896519e-02 4.989558e-02
 [5,] 2.731880e-02 4.085147e-02 5.693883e-02 7.428061e-02 9.133904e-02
 [6,] 3.990655e-02 6.164911e-02 8.842725e-02 1.179155e-01 1.465058e-01
 [7,] 4.500566e-02 7.207739e-02 1.070576e-01 1.475301e-01 1.887446e-01
 [8,] 3.906471e-02 6.492330e-02 1.000376e-01 1.429280e-01 1.893846e-01
 [9,] 2.607454e-02 4.498234e-02 7.194075e-02 1.066666e-01 1.466313e-01
[10,] 1.338103e-02 2.396482e-02 3.978887e-02 6.124330e-02 8.739303e-02
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[40,] 3.936807e-01 3.898989e-01 3.671648e-01 3.278609e-01 2.768154e-01
[41,] 4.586148e-01 4.483145e-01 4.128404e-01 3.583900e-01 2.934578e-01
[42,] 5.857878e-01 5.724662e-01 5.225339e-01 4.458991e-01 3.561349e-01
[43,] 7.042186e-01 7.002829e-01 6.479594e-01 5.580263e-01 4.474922e-01
[44,] 7.256458e-01 7.402502e-01 7.019234e-01 6.186708e-01 5.068961e-01
[45,] 6.161113e-01 6.466143e-01 6.306817e-01 5.716458e-01 4.814871e-01
[46,] 4.227303e-01 4.570239e-01 4.591965e-01 4.287502e-01 3.719981e-01
[47,] 2.313859e-01 2.578954e-01 2.671750e-01 2.572189e-01 2.301128e-01
[48,] 1.001207e-01 1.150614e-01 1.229834e-01 1.221721e-01 1.127787e-01
[49,] 3.408150e-02 4.031971e-02 4.446420e-02 4.560040e-02 4.346114e-02
[50,] 9.149773e-03 1.106480e-02 1.256826e-02 1.330551e-02 1.309810e-02
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 2.477349e-16 3.960171e-17 6.143087e-18 9.087451e-19 1.266950e-19
 [2,] 6.753372e-15 1.224649e-15 2.079652e-16 3.292250e-17 4.846355e-18
 [3,] 1.675246e-13 3.212461e-14 5.721064e-15 9.454395e-16 1.449148e-16
 [4,] 3.303269e-12 6.597519e-13 1.221926e-13 2.098337e-14 3.340730e-15
 [5,] 5.036441e-11 1.044873e-11 2.009654e-12 3.583389e-13 5.923722e-14
 [6,] 5.908919e-10 1.272794e-10 2.541712e-11 4.705982e-12 8.080434e-13
 [7,] 5.330444e-09 1.192187e-09 2.472561e-10 4.757589e-11 8.504438e-12
 [8,] 3.698291e-08 8.594361e-09 1.854537e-09 3.726024e-10 7.020310e-11
 [9,] 1.977772e-07 4.794110e-08 1.087009e-08 2.337991e-09 4.932033e-10
[10,] 8.252663e-07 2.130231e-07 5.331308e-08 1.366409e-08 3.890432e-09
[11,] 2.861370e-06 8.621669e-07 2.811245e-07 1.057123e-07 4.549239e-08
[12,] 1.047003e-05 4.484769e-06 2.185260e-06 1.150985e-06 6.147384e-07
[13,] 5.630192e-05 3.360389e-05 2.056248e-05 1.238232e-05 7.157307e-06
[14,] 3.748530e-04 2.562826e-04 1.703679e-04 1.084966e-04 6.554721e-05
[15,] 2.222522e-03 1.606416e-03 1.116027e-03 7.391311e-04 4.635370e-04
[16,] 1.045403e-02 7.848642e-03 5.654209e-03 3.881403e-03 2.523241e-03
[17,] 3.812924e-02 2.961998e-02 2.208408e-02 1.569704e-02 1.057146e-02
[18,] 1.077041e-01 8.640180e-02 6.657613e-02 4.894618e-02 3.412221e-02
[19,] 2.370279e-01 1.957774e-01 1.555219e-01 1.180305e-01 8.504329e-02
[20,] 4.119701e-01 3.483130e-01 2.838569e-01 2.214968e-01 1.644260e-01
[21,] 5.804801e-01 4.968937e-01 4.115153e-01 3.275755e-01 2.489666e-01
[22,] 6.925699e-01 5.896467e-01 4.882979e-01 3.909842e-01 3.006967e-01
[23,] 7.396193e-01 6.130514e-01 4.967223e-01 3.918092e-01 2.992169e-01
[24,] 7.386823e-01 5.870174e-01 4.565501e-01 3.470673e-01 2.571721e-01
[25,] 6.988863e-01 5.303998e-01 3.927793e-01 2.840558e-01 2.006141e-01
[26,] 6.260040e-01 4.542395e-01 3.200530e-01 2.194558e-01 1.466675e-01
[27,] 5.402518e-01 3.752900e-01 2.513540e-01 1.629585e-01 1.026150e-01
[28,] 4.673799e-01 3.127337e-01 1.996431e-01 1.221704e-01 7.204422e-02
[29,] 4.159739e-01 2.723949e-01 1.683939e-01 9.855560e-02 5.483905e-02
[30,] 3.701207e-01 2.416526e-01 1.481049e-01 8.523028e-02 4.611217e-02
[31,] 3.084256e-01 2.027692e-01 1.250972e-01 7.232614e-02 3.915708e-02
[32,] 2.307869e-01 1.521974e-01 9.454723e-02 5.519312e-02 3.021676e-02
[33,] 1.588130e-01 1.032051e-01 6.358636e-02 3.704265e-02 2.034959e-02
[34,] 1.118260e-01 7.023278e-02 4.194425e-02 2.379606e-02 1.280551e-02
[35,] 9.488867e-02 5.864736e-02 3.424698e-02 1.888912e-02 9.839224e-03
[36,] 1.072734e-01 6.898130e-02 4.164192e-02 2.355469e-02 1.246781e-02
[37,] 1.448383e-01 9.899659e-02 6.328309e-02 3.774852e-02 2.097780e-02
[38,] 1.900454e-01 1.365149e-01 9.153014e-02 5.716502e-02 3.321042e-02
[39,] 2.171439e-01 1.612152e-01 1.117896e-01 7.225654e-02 4.347219e-02
[40,] 2.203556e-01 1.649386e-01 1.158047e-01 7.610386e-02 4.672722e-02
[41,] 2.267044e-01 1.652084e-01 1.135025e-01 7.344223e-02 4.469689e-02
[42,] 2.665711e-01 1.872535e-01 1.236101e-01 7.677380e-02 4.490759e-02
[43,] 3.343454e-01 2.329199e-01 1.514305e-01 9.197797e-02 5.225809e-02
[44,] 3.861196e-01 2.734941e-01 1.801806e-01 1.104459e-01 6.301831e-02
[45,] 3.768594e-01 2.741023e-01 1.852649e-01 1.163693e-01 6.793275e-02
[46,] 2.999144e-01 2.246796e-01 1.563970e-01 1.011532e-01 6.078628e-02
[47,] 1.912946e-01 1.477691e-01 1.060661e-01 7.074100e-02 4.383827e-02
[48,] 9.673784e-02 7.710460e-02 5.710580e-02 3.930022e-02 2.513155e-02
[49,] 3.848895e-02 3.167119e-02 2.421544e-02 1.720392e-02 1.135729e-02
[50,] 1.198186e-02 1.018388e-02 8.042124e-03 5.900765e-03 4.022898e-03
             [,48]        [,49]        [,50]
 [1,] 1.652750e-20 2.008968e-21 2.270110e-22
 [2,] 6.624483e-19 8.401746e-20 9.883076e-21
 [3,] 2.059735e-17 2.714398e-18 3.316522e-19
 [4,] 4.931012e-16 6.747959e-17 8.562841e-18
 [5,] 9.079753e-15 1.290834e-15 1.703631e-16
 [6,] 1.287563e-13 1.907354e-14 2.639616e-15
 [7,] 1.417391e-12 2.223644e-13 3.363876e-14
 [8,] 1.263333e-11 2.265448e-12 4.373144e-13
 [9,] 1.090073e-10 2.748147e-11 8.163983e-12
[10,] 1.298532e-09 4.915065e-10 1.945096e-10
[11,] 2.089702e-08 9.577541e-09 4.211484e-09
[12,] 3.188535e-07 1.570196e-07 7.261961e-08
[13,] 3.917043e-06 2.014316e-06 9.689937e-07
[14,] 3.731861e-05 1.993059e-05 9.951859e-06
[15,] 2.738078e-04 1.517072e-04 7.859553e-05
[16,] 1.545390e-03 8.880458e-04 4.772741e-04
[17,] 6.710704e-03 3.998457e-03 2.228891e-03
[18,] 2.243701e-02 1.385554e-02 8.008323e-03
[19,] 5.785579e-02 3.699575e-02 2.215670e-02
[20,] 1.154524e-01 7.630660e-02 4.728937e-02
[21,] 1.795465e-01 1.222027e-01 7.815054e-02
[22,] 2.206442e-01 1.535247e-01 1.007594e-01
[23,] 2.198140e-01 1.543059e-01 1.028559e-01
[24,] 1.849352e-01 1.283295e-01 8.537980e-02
[25,] 1.381924e-01 9.258944e-02 6.007482e-02
[26,] 9.561656e-02 6.079864e-02 3.765615e-02
[27,] 6.291706e-02 3.761860e-02 2.194562e-02
[28,] 4.115182e-02 2.286788e-02 1.240054e-02
[29,] 2.916978e-02 1.492797e-02 7.399609e-03
[30,] 2.351219e-02 1.134185e-02 5.203765e-03
[31,] 1.984897e-02 9.426451e-03 4.200624e-03
[32,] 1.549041e-02 7.427682e-03 3.329320e-03
[33,] 1.051584e-02 5.100456e-03 2.317626e-03
[34,] 6.524295e-03 3.140388e-03 1.424842e-03
[35,] 4.839892e-03 2.247885e-03 9.854801e-04
[36,] 6.169935e-03 2.853113e-03 1.232550e-03
[37,] 1.084881e-02 5.217123e-03 2.331749e-03
[38,] 1.793006e-02 8.990171e-03 4.184433e-03
[39,] 2.431942e-02 1.264076e-02 6.101433e-03
[40,] 2.676400e-02 1.428240e-02 7.093718e-03
[41,] 2.554645e-02 1.368972e-02 6.866936e-03
[42,] 2.475264e-02 1.285778e-02 6.292026e-03
[43,] 2.781081e-02 1.388302e-02 6.509932e-03
[44,] 3.348933e-02 1.658738e-02 7.664061e-03
[45,] 3.686059e-02 1.859331e-02 8.720861e-03
[46,] 3.393882e-02 1.760545e-02 8.485097e-03
[47,] 2.524102e-02 1.350246e-02 6.710443e-03
[48,] 1.493287e-02 8.244301e-03 4.228957e-03
[49,] 6.966818e-03 3.971027e-03 2.103156e-03
[50,] 2.548432e-03 1.500088e-03 8.204873e-04

> 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  
    100.125        1.794  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1nu2v1257328117.ps tmp/1nu2v1257328117.png")
> system("convert tmp/2y7pk1257328117.ps tmp/2y7pk1257328117.png")
> system("convert tmp/35zqv1257328117.ps tmp/35zqv1257328117.png")
> system("convert tmp/4loze1257328117.ps tmp/4loze1257328117.png")
> system("convert tmp/53m891257328117.ps tmp/53m891257328117.png")
> system("convert tmp/6ax181257328117.ps tmp/6ax181257328117.png")
> system("convert tmp/79iks1257328117.ps tmp/79iks1257328117.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.045   2.009   3.706