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.

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Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

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

> z <- c(96.8,114.1,110.3,103.9,101.6,94.6,95.9,104.7,102.8,98.1,113.9,80.9,95.7,113.2,105.9,108.8,102.3,99,100.7,115.5,100.7,109.9,114.6,85.4,100.5,114.8,116.5,112.9,102,106,105.3,118.8,106.1,109.3,117.2,92.5,104.2,112.5,122.4,113.3,100,110.7,112.8,109.8,117.3,109.1,115.9,96,99.8,116.8,115.7,99.4,94.3,91,93.2,103.1,94.1,91.8,102.7,82.6)
> 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 = '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/1ek631257336185.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/21nic1257336185.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/3h9xx1257336185.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/4j7tr1257336185.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/571rc1257336185.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/freestat/rcomp/tmp/6zrmu1257336185.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]  5.914107  6.027817  6.141527  6.255237  6.368947  6.482657  6.596367
 [8]  6.710077  6.823787  6.937496  7.051206  7.164916  7.278626  7.392336
[15]  7.506046  7.619756  7.733466  7.847176  7.960886  8.074596  8.188305
[22]  8.302015  8.415725  8.529435  8.643145  8.756855  8.870565  8.984275
[29]  9.097985  9.211695  9.325404  9.439114  9.552824  9.666534  9.780244
[36]  9.893954 10.007664 10.121374 10.235084 10.348794 10.462504 10.576213
[43] 10.689923 10.803633 10.917343 11.031053 11.144763 11.258473 11.372183
[50] 11.485893

$yords
 [1]  75.02645  76.11313  77.19980  78.28648  79.37315  80.45983  81.54650
 [8]  82.63318  83.71985  84.80653  85.89321  86.97988  88.06656  89.15323
[15]  90.23991  91.32658  92.41326  93.49993  94.58661  95.67328  96.75996
[22]  97.84664  98.93331 100.01999 101.10666 102.19334 103.28001 104.36669
[29] 105.45336 106.54004 107.62672 108.71339 109.80007 110.88674 111.97342
[36] 113.06009 114.14677 115.23344 116.32012 117.40679 118.49347 119.58015
[43] 120.66682 121.75350 122.84017 123.92685 125.01352 126.10020 127.18687
[50] 128.27355

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.197799e-09 4.984566e-09 1.919479e-08 6.841979e-08 2.258218e-07
 [2,] 4.359488e-09 1.782079e-08 6.740877e-08 2.360062e-07 7.650394e-07
 [3,] 1.453254e-08 5.834796e-08 2.167805e-07 7.454584e-07 2.373326e-06
 [4,] 4.439077e-08 1.749997e-07 6.385014e-07 2.156358e-06 6.742323e-06
 [5,] 1.243692e-07 4.810785e-07 1.723033e-06 5.713566e-06 1.754265e-05
 [6,] 3.202789e-07 1.213729e-06 4.263369e-06 1.387350e-05 4.181554e-05
 [7,] 7.616157e-07 2.818216e-06 9.689027e-06 3.090339e-05 9.137162e-05
 [8,] 1.688548e-06 6.058739e-06 2.029927e-05 6.329206e-05 1.832811e-04
 [9,] 3.556931e-06 1.220988e-05 3.951380e-05 1.197641e-04 3.385042e-04
[10,] 7.355813e-06 2.361270e-05 7.259643e-05 2.115150e-04 5.793388e-04
[11,] 1.560282e-05 4.550709e-05 1.295261e-04 3.556223e-04 9.309171e-04
[12,] 3.513404e-05 9.131413e-05 2.340191e-04 5.887637e-04 1.439365e-03
[13,] 8.382355e-05 1.953610e-04 4.457271e-04 1.003063e-03 2.226058e-03
[14,] 2.042914e-04 4.383388e-04 9.040698e-04 1.816653e-03 3.595530e-03
[15,] 4.870200e-04 9.887098e-04 1.896958e-03 3.480263e-03 6.192284e-03
[16,] 1.100579e-03 2.153540e-03 3.939351e-03 6.789442e-03 1.115080e-02
[17,] 2.315850e-03 4.412442e-03 7.813532e-03 1.292168e-02 2.011316e-02
[18,] 4.496703e-03 8.384949e-03 1.448930e-02 2.327534e-02 3.494481e-02
[19,] 8.022384e-03 1.467545e-02 2.484368e-02 3.900791e-02 5.703620e-02
[20,] 1.312413e-02 2.357909e-02 3.917697e-02 6.030663e-02 8.629185e-02
[21,] 1.966970e-02 3.472551e-02 5.667713e-02 8.565662e-02 1.202227e-01
[22,] 2.699625e-02 4.684412e-02 7.513596e-02 1.115623e-01 1.537646e-01
[23,] 3.392391e-02 5.786423e-02 9.122714e-02 1.331244e-01 1.802847e-01
[24,] 3.902753e-02 6.544193e-02 1.014235e-01 1.454849e-01 1.936511e-01
[25,] 4.110517e-02 6.776155e-02 1.032452e-01 1.455975e-01 1.905274e-01
[26,] 3.963944e-02 6.424641e-02 9.624751e-02 1.334617e-01 1.717462e-01
[27,] 3.501539e-02 5.580897e-02 8.222946e-02 1.121676e-01 1.420392e-01
[28,] 2.838083e-02 4.451324e-02 6.456695e-02 8.675882e-02 1.083209e-01
[29,] 2.123967e-02 3.285818e-02 4.707088e-02 6.258149e-02 7.751398e-02
[30,] 1.501171e-02 2.308257e-02 3.299038e-02 4.398606e-02 5.501184e-02
[31,] 1.077833e-02 1.681707e-02 2.459218e-02 3.388528e-02 4.428770e-02
[32,] 9.283662e-03 1.514059e-02 2.331661e-02 3.405139e-02 4.735102e-02
[33,] 1.108525e-02 1.882884e-02 3.014068e-02 4.558249e-02 6.526583e-02
[34,] 1.665464e-02 2.847429e-02 4.568441e-02 6.893686e-02 9.803875e-02
[35,] 2.626389e-02 4.425760e-02 6.980830e-02 1.033053e-01 1.437492e-01
[36,] 3.964112e-02 6.540583e-02 1.008465e-01 1.456442e-01 1.974843e-01
[37,] 5.556869e-02 8.965500e-02 1.349914e-01 1.901159e-01 2.510440e-01
[38,] 7.172551e-02 1.131763e-01 1.664533e-01 2.286853e-01 2.941878e-01
[39,] 8.503166e-02 1.312840e-01 1.887147e-01 2.530830e-01 3.173854e-01
[40,] 9.250575e-02 1.398242e-01 1.965645e-01 2.574987e-01 3.150298e-01
[41,] 9.231052e-02 1.366687e-01 1.880105e-01 2.407468e-01 2.875472e-01
[42,] 8.446983e-02 1.225536e-01 1.650712e-01 2.067467e-01 2.412523e-01
[43,] 7.086272e-02 1.007930e-01 1.329928e-01 1.630216e-01 1.859776e-01
[44,] 5.448940e-02 7.601050e-02 9.829307e-02 1.179856e-01 1.316770e-01
[45,] 3.839794e-02 5.254856e-02 6.662531e-02 7.835261e-02 8.559842e-02
[46,] 2.479354e-02 3.329722e-02 4.140701e-02 4.773044e-02 5.107321e-02
[47,] 1.466716e-02 1.933489e-02 2.359046e-02 2.666547e-02 2.796300e-02
[48,] 7.948414e-03 1.028723e-02 1.231827e-02 1.365934e-02 1.404661e-02
[49,] 3.945470e-03 5.014473e-03 5.894564e-03 6.414760e-03 6.473843e-03
[50,] 1.793761e-03 2.239125e-03 2.584635e-03 2.761787e-03 2.738397e-03
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 6.903750e-07 1.955656e-06 5.135015e-06 1.250206e-05 2.823262e-05
 [2,] 2.296903e-06 6.389265e-06 1.647258e-05 3.937534e-05 8.729339e-05
 [3,] 6.997763e-06 1.911503e-05 4.838999e-05 1.135666e-04 2.471747e-04
 [4,] 1.952306e-05 5.236879e-05 1.301753e-04 2.999601e-04 6.409471e-04
 [5,] 4.988184e-05 1.313907e-04 3.206970e-04 7.255619e-04 1.522109e-03
 [6,] 1.167398e-04 3.019260e-04 7.235829e-04 1.607344e-03 3.310522e-03
 [7,] 2.503501e-04 6.356079e-04 1.495490e-03 3.261541e-03 6.595120e-03
 [8,] 4.923831e-04 1.226511e-03 2.832335e-03 6.063715e-03 1.203721e-02
 [9,] 8.898176e-04 2.172055e-03 4.919551e-03 1.033516e-02 2.013817e-02
[10,] 1.483535e-03 3.539301e-03 7.850327e-03 1.617008e-02 3.091382e-02
[11,] 2.301330e-03 5.335955e-03 1.155184e-02 2.328596e-02 4.363722e-02
[12,] 3.378063e-03 7.528034e-03 1.579741e-02 3.103844e-02 5.689315e-02
[13,] 4.834744e-03 1.015609e-02 2.038813e-02 3.872919e-02 6.912636e-02
[14,] 7.039353e-03 1.357664e-02 2.552756e-02 4.620821e-02 7.961923e-02
[15,] 1.083080e-02 1.878136e-02 3.228509e-02 5.455804e-02 8.949599e-02
[16,] 1.771032e-02 2.763609e-02 4.289267e-02 6.645507e-02 1.021284e-01
[17,] 2.981719e-02 4.278578e-02 6.053669e-02 8.577230e-02 1.224071e-01
[18,] 4.947512e-02 6.698029e-02 8.839472e-02 1.162158e-01 1.547925e-01
[19,] 7.821231e-02 1.017790e-01 1.279882e-01 1.592610e-01 2.007238e-01
[20,] 1.154646e-01 1.459951e-01 1.774117e-01 2.122078e-01 2.565343e-01
[21,] 1.575559e-01 1.946629e-01 2.304038e-01 2.674817e-01 3.131369e-01
[22,] 1.977306e-01 2.394065e-01 2.771670e-01 3.140276e-01 3.581593e-01
[23,] 2.276974e-01 2.705815e-01 3.071260e-01 3.406956e-01 3.800231e-01
[24,] 2.403458e-01 2.805732e-01 3.126808e-01 3.403261e-01 3.722881e-01
[25,] 2.324677e-01 2.667672e-01 2.922162e-01 3.126044e-01 3.362031e-01
[26,] 2.061034e-01 2.326747e-01 2.508313e-01 2.642591e-01 2.802518e-01
[27,] 1.678136e-01 1.866531e-01 1.984765e-01 2.066156e-01 2.170941e-01
[28,] 1.263487e-01 1.390139e-01 1.466170e-01 1.519311e-01 1.596228e-01
[29,] 9.002549e-02 9.910207e-02 1.051899e-01 1.103655e-01 1.180054e-01
[30,] 6.506819e-02 7.365306e-02 8.109339e-02 8.866727e-02 9.858105e-02
[31,] 5.533743e-02 6.668311e-02 7.823707e-02 9.035544e-02 1.041548e-01
[32,] 6.292308e-02 8.015251e-02 9.819307e-02 1.163022e-01 1.345259e-01
[33,] 8.862712e-02 1.143157e-01 1.403495e-01 1.647041e-01 1.863909e-01
[34,] 1.316396e-01 1.671627e-01 2.011698e-01 2.302979e-01 2.527227e-01
[35,] 1.884713e-01 2.332760e-01 2.731622e-01 3.036594e-01 3.225931e-01
[36,] 2.519737e-01 3.031719e-01 3.447729e-01 3.718041e-01 3.825039e-01
[37,] 3.115562e-01 3.642463e-01 4.021686e-01 4.207434e-01 4.194739e-01
[38,] 3.552401e-01 4.036660e-01 4.328146e-01 4.394246e-01 4.248968e-01
[39,] 3.731288e-01 4.123121e-01 4.295018e-01 4.233830e-01 3.973983e-01
[40,] 3.608325e-01 3.879908e-01 3.928926e-01 3.762751e-01 3.432030e-01
[41,] 3.211230e-01 3.362423e-01 3.312280e-01 3.084469e-01 2.737685e-01
[42,] 2.628901e-01 2.682646e-01 2.572915e-01 2.332240e-01 2.018363e-01
[43,] 1.978955e-01 1.969695e-01 1.841125e-01 1.626974e-01 1.377145e-01
[44,] 1.369261e-01 1.330507e-01 1.213571e-01 1.047833e-01 8.720518e-02
[45,] 8.705074e-02 8.266352e-02 7.369878e-02 6.240487e-02 5.154455e-02
[46,] 5.083624e-02 4.723570e-02 4.126968e-02 3.449366e-02 2.875918e-02
[47,] 2.726643e-02 2.483384e-02 2.135514e-02 1.782869e-02 1.545382e-02
[48,] 1.343353e-02 1.202670e-02 1.025916e-02 8.741658e-03 8.244482e-03
[49,] 6.083180e-03 5.380128e-03 4.619226e-03 4.165905e-03 4.516983e-03
[50,] 2.536025e-03 2.236384e-03 1.983486e-03 1.994715e-03 2.589775e-03
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.915297e-05 0.0001150175 0.0002075855 0.0003478021 0.0005410009
 [2,] 1.795406e-04 0.0003426731 0.0006070487 0.0009982924 0.0015241222
 [3,] 4.990562e-04 0.0009349830 0.0016257864 0.0026242240 0.0039324381
 [4,] 1.270400e-03 0.0023363592 0.0039877018 0.0063178507 0.0092925460
 [5,] 2.961731e-03 0.0053468621 0.0089580697 0.0139309091 0.0201121698
 [6,] 6.323920e-03 0.0112073965 0.0184316848 0.0281360141 0.0398724848
 [7,] 1.236826e-02 0.0215181527 0.0347398722 0.0520572810 0.0724192328
 [8,] 2.216193e-02 0.0378527596 0.0599945067 0.0882592047 0.1205449035
 [9,] 3.639818e-02 0.0610353270 0.0949796644 0.1371967838 0.1840130971
[10,] 5.484408e-02 0.0902942714 0.1379809406 0.1957591667 0.2579442627
[11,] 7.596081e-02 0.1227871910 0.1843086674 0.2569597910 0.3328934177
[12,] 9.708549e-02 0.1540664634 0.2272690362 0.3116629784 0.3975366549
[13,] 1.154016e-01 0.1797137395 0.2607223173 0.3522620662 0.4435032974
[14,] 1.294872e-01 0.1976648189 0.2823278996 0.3768374812 0.4702194962
[15,] 1.407325e-01 0.2100714748 0.2957572882 0.3914566891 0.4868713420
[16,] 1.537018e-01 0.2234237026 0.3102501747 0.4087470139 0.5095889211
[17,] 1.748317e-01 0.2463257386 0.3370614287 0.4426605539 0.5543836829
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[14,] 1.0008675552 1.0203475066 1.017564997 0.986084882 0.9243916005
[15,] 1.0576113231 1.0923636111 1.106195116 1.088902124 1.0365738531
[16,] 1.1217514465 1.1721786782 1.201657751 1.197054843 1.1527576453
[17,] 1.1826691287 1.2471775986 1.289590528 1.295075480 1.2571287249
[18,] 1.2294741968 1.3040074957 1.354960864 1.367178133 1.3339304874
[19,] 1.2553795719 1.3334017416 1.387133700 1.402295679 1.3722434847
[20,] 1.2613922283 1.3346163068 1.384675208 1.398894566 1.3705797413
[21,] 1.2583960670 1.3180931417 1.358194270 1.367722662 1.3394241387
[22,] 1.2662341292 1.3046200743 1.329343103 1.330609757 1.2999184608
[23,] 1.3085775108 1.3198265040 1.324976695 1.314504003 1.2780254884
[24,] 1.4039173514 1.3847101256 1.367482045 1.341954513 1.2954631701
[25,] 1.5555246198 1.5053781802 1.464643005 1.421412542 1.3606551363
[26,] 1.7451452448 1.6668115317 1.603728009 1.541790915 1.4638156229
[27,] 1.9348013889 1.8347410953 1.753533812 1.674641397 1.5791678924
[28,] 2.0777489558 1.9663090230 1.874712000 1.784012722 1.6741788095
[29,] 2.1347881967 2.0255433568 1.934333702 1.839992855 1.7219732339
[30,] 2.0886324730 1.9965763066 1.917934626 1.829578181 1.7110506175
[31,] 1.9494357241 1.8882446172 1.833241007 1.759637124 1.6476344775
[32,] 1.7490042684 1.7281323379 1.704125565 1.650928269 1.5499374519
[33,] 1.5270423637 1.5495996712 1.558458052 1.526852917 1.4379170827
[34,] 1.3164387891 1.3785500726 1.416302056 1.403023583 1.3241473232
[35,] 1.1341506624 1.2259661436 1.283964156 1.282620343 1.2102244554
[36,] 0.9805146439 1.0885329776 1.155726300 1.158913799 1.0896858796
[37,] 0.8454069881 0.9554453527 1.021057187 1.022520186 0.9548956861
[38,] 0.7169563068 0.8169834257 0.872809784 0.868929561 0.8036381867
[39,] 0.5883941953 0.6705108971 0.712211222 0.702399914 0.6419466790
[40,] 0.4605268795 0.5216469098 0.548763733 0.534788087 0.4822213996
[41,] 0.3398998578 0.3811186185 0.396035340 0.380721479 0.3383290789
[42,] 0.2346699690 0.2597538946 0.266162273 0.252113749 0.2206273182
[43,] 0.1507198934 0.1643857468 0.165903351 0.154718718 0.1332605093
[44,] 0.0897147892 0.0962855140 0.095632950 0.087760364 0.0743682019
[45,] 0.0493684290 0.0520794584 0.050874993 0.045922926 0.0382763162
[46,] 0.0250736281 0.0259708039 0.024939633 0.022137042 0.0181444867
[47,] 0.0117420345 0.0119270047 0.011253336 0.009819835 0.0079138243
[48,] 0.0050680360 0.0050405490 0.004670043 0.004005244 0.0031733030
[49,] 0.0020162211 0.0019594363 0.001781349 0.001501140 0.0011690960
[50,] 0.0007397765 0.0007005221 0.000624291 0.000516740 0.0003955387
             [,39]        [,40]        [,41]        [,42]        [,43]
 [1,] 0.0902053423 0.0947385720 0.0941509931 8.779285e-02 7.635917e-02
 [2,] 0.1433384553 0.1465146538 0.1420980128 1.295873e-01 1.104041e-01
 [3,] 0.2104193895 0.2090415706 0.1975976874 1.760403e-01 1.467795e-01
 [4,] 0.2862732949 0.2760288125 0.2539297926 2.207117e-01 1.799001e-01
 [5,] 0.3625951804 0.3389258178 0.3029967344 2.565701e-01 2.041859e-01
 [6,] 0.4303832554 0.3897581678 0.3382364369 2.786769e-01 2.162995e-01
 [7,] 0.4832484965 0.4243293878 0.3574558271 2.864697e-01 2.168134e-01
 [8,] 0.5201174679 0.4442515709 0.3641648218 2.844711e-01 2.104430e-01
 [9,] 0.5460196227 0.4567794792 0.3667188580 2.810552e-01 2.047431e-01
[10,] 0.5705898156 0.4725515954 0.3757265101 2.859291e-01 2.079634e-01
[11,] 0.6049938690 0.5023192117 0.4009578045 3.075091e-01 2.270406e-01
[12,] 0.6585335174 0.5539712572 0.4489316795 3.511102e-01 2.663179e-01
[13,] 0.7360060607 0.6306528010 0.5216628707 4.181201e-01 3.269283e-01
[14,] 0.8362987912 0.7300462080 0.6163314711 5.057537e-01 4.064054e-01
[15,] 0.9521968081 0.8445003842 0.7254392838 6.070015e-01 4.983138e-01
[16,] 1.0712858449 0.9618533734 0.8373973843 7.109220e-01 5.923008e-01
[17,] 1.1780301913 1.0671960791 0.9379955095 8.039272e-01 6.753527e-01
[18,] 1.2571730800 1.1459208504 1.0132313628 8.725732e-01 7.346903e-01
[19,] 1.2981637541 1.1878486063 1.0532792566 9.075035e-01 7.617215e-01
[20,] 1.2994580763 1.1912778497 1.0563562454 9.071429e-01 7.554807e-01
[21,] 1.2708521466 1.1651337883 1.0306596190 8.793212e-01 7.237947e-01
[22,] 1.2321449725 1.1276255217 0.9929313826 8.396020e-01 6.812604e-01
[23,] 1.2075940855 1.1010186487 0.9634683950 8.064322e-01 6.445054e-01
[24,] 1.2174709021 1.1038578815 0.9589974573 7.946679e-01 6.264183e-01
[25,] 1.2697732079 1.1435003301 0.9860861113 8.099403e-01 6.315527e-01
[26,] 1.3558541995 1.2123287990 1.0380200416 8.462907e-01 6.545743e-01
[27,] 1.4526087794 1.2898944514 1.0969430672 8.883565e-01 6.825042e-01
[28,] 1.5309680089 1.3506115603 1.1407333382 9.174223e-01 6.999301e-01
[29,] 1.5671073169 1.3737043115 1.1516463149 9.187284e-01 6.949743e-01
[30,] 1.5510395905 1.3506883424 1.1226741226 8.866919e-01 6.633848e-01
[31,] 1.4884899186 1.2868660695 1.0587046951 8.257389e-01 6.090470e-01
[32,] 1.3955808950 1.1965581513 0.9723651588 7.467736e-01 5.410580e-01
[33,] 1.2896849070 1.0951163403 0.8772205938 6.615488e-01 4.692190e-01
[34,] 1.1815219195 0.9921717892 0.7821063130 5.780252e-01 4.003637e-01
[35,] 1.0723465782 0.8893730710 0.6892597594 4.988198e-01 3.371018e-01
[36,] 0.9568693105 0.7829994175 0.5964505525 4.228150e-01 2.789697e-01
[37,] 0.8294029005 0.6691260334 0.5010848306 3.482646e-01 2.246880e-01
[38,] 0.6893572587 0.5479938561 0.4035461106 2.752731e-01 1.739595e-01
[39,] 0.5431585455 0.4252564529 0.3080169479 2.063849e-01 1.279380e-01
[40,] 0.4020874029 0.3099360410 0.2208211980 1.454159e-01 8.851292e-02
[41,] 0.2778211834 0.2107669515 0.1477104522 9.562677e-02 5.718953e-02
[42,] 0.1783283462 0.1331140002 0.0917575567 5.840692e-02 3.433157e-02
[43,] 0.1059834447 0.0778233578 0.0527589972 3.302088e-02 1.908031e-02
[44,] 0.0581811454 0.0420189662 0.0280129673 1.723913e-02 9.792907e-03
[45,] 0.0294508560 0.0209166661 0.0137118769 8.296666e-03 4.633502e-03
[46,] 0.0137284829 0.0095874586 0.0061797204 3.676297e-03 2.018485e-03
[47,] 0.0058874578 0.0040426089 0.0025619156 1.498401e-03 8.088126e-04
[48,] 0.0023210302 0.0015669058 0.0009762621 5.613584e-04 2.978928e-04
[49,] 0.0008406553 0.0005579426 0.0003417596 1.931954e-04 1.007888e-04
[50,] 0.0002795944 0.0001824293 0.0001098561 6.105151e-05 3.131154e-05
             [,44]        [,45]        [,46]        [,47]        [,48]
 [1,] 6.170640e-02 4.621434e-02 3.202697e-02 2.051733e-02 1.214303e-02
 [2,] 8.748872e-02 6.430237e-02 4.375456e-02 2.753261e-02 1.601003e-02
 [3,] 1.139803e-01 8.216910e-02 5.487853e-02 3.391124e-02 1.937237e-02
 [4,] 1.367789e-01 9.665588e-02 6.333492e-02 3.842604e-02 2.156768e-02
 [5,] 1.518519e-01 1.051200e-01 6.756315e-02 4.025572e-02 2.221918e-02
 [6,] 1.572287e-01 1.065998e-01 6.723853e-02 3.940754e-02 2.146186e-02
 [7,] 1.540988e-01 1.024660e-01 6.362109e-02 3.688975e-02 2.002578e-02
 [8,] 1.467555e-01 9.624444e-02 5.937501e-02 3.458384e-02 1.917031e-02
 [9,] 1.414512e-01 9.275275e-02 5.800474e-02 3.492895e-02 2.053786e-02
[10,] 1.447794e-01 9.701353e-02 6.320508e-02 4.057540e-02 2.598729e-02
[11,] 1.622770e-01 1.133573e-01 7.831336e-02 5.404765e-02 3.737082e-02
[12,] 1.975368e-01 1.447764e-01 1.057884e-01 7.728771e-02 5.612820e-02
[13,] 2.516212e-01 1.922751e-01 1.464922e-01 1.109240e-01 8.261667e-02
[14,] 3.224270e-01 2.540152e-01 1.987297e-01 1.533432e-01 1.153254e-01
[15,] 4.040298e-01 3.245060e-01 2.574470e-01 2.000271e-01 1.504131e-01
[16,] 4.866269e-01 3.945834e-01 3.143453e-01 2.438255e-01 1.820981e-01
[17,] 5.578957e-01 4.529216e-01 3.594987e-01 2.765598e-01 2.041095e-01
[18,] 6.060265e-01 4.891080e-01 3.842864e-01 2.916124e-01 2.117854e-01
[19,] 6.235937e-01 4.972434e-01 3.845102e-01 2.864077e-01 2.038729e-01
[20,] 6.105834e-01 4.783958e-01 3.621790e-01 2.635348e-01 1.830956e-01
[21,] 5.749854e-01 4.405910e-01 3.249827e-01 2.298858e-01 1.551690e-01
[22,] 5.304069e-01 3.961812e-01 2.836339e-01 1.942089e-01 1.267537e-01
[23,] 4.915282e-01 3.576677e-01 2.482546e-01 1.642048e-01 1.033063e-01
[24,] 4.691381e-01 3.336472e-01 2.252797e-01 1.443456e-01 8.767909e-02
[25,] 4.666231e-01 3.263535e-01 2.159302e-01 1.350778e-01 7.982306e-02
[26,] 4.792008e-01 3.315549e-01 2.165759e-01 1.334302e-01 7.744679e-02
[27,] 4.961644e-01 3.406927e-01 2.206414e-01 1.345874e-01 7.721271e-02
[28,] 5.052363e-01 3.443679e-01 2.212581e-01 1.337862e-01 7.600151e-02
[29,] 4.972315e-01 3.358005e-01 2.136755e-01 1.278816e-01 7.185336e-02
[30,] 4.690816e-01 3.129088e-01 1.965741e-01 1.160955e-01 6.434146e-02
[31,] 4.240531e-01 2.782950e-01 1.719013e-01 9.978658e-02 5.434436e-02
[32,] 3.693908e-01 2.374130e-01 1.435078e-01 8.148946e-02 4.341026e-02
[33,] 3.128473e-01 1.960174e-01 1.153721e-01 6.375306e-02 3.304648e-02
[34,] 2.599052e-01 1.581750e-01 9.026648e-02 4.830712e-02 2.423837e-02
[35,] 2.128167e-01 1.255870e-01 6.932256e-02 3.581485e-02 1.732607e-02
[36,] 1.713987e-01 9.813276e-02 5.240213e-02 2.612202e-02 1.216647e-02
[37,] 1.346203e-01 7.495080e-02 3.880815e-02 1.870464e-02 8.400141e-03
[38,] 1.018786e-01 5.531875e-02 2.786660e-02 1.303299e-02 5.664108e-03
[39,] 7.338840e-02 3.896699e-02 1.915980e-02 8.728535e-03 3.686644e-03
[40,] 4.980541e-02 2.591219e-02 1.246822e-02 5.550441e-03 2.286982e-03
[41,] 3.159733e-02 1.612978e-02 7.608837e-03 3.317503e-03 1.337289e-03
[42,] 1.863562e-02 9.342012e-03 4.325353e-03 1.849866e-03 7.309133e-04
[43,] 1.017871e-02 5.013299e-03 2.279811e-03 9.572996e-04 3.712021e-04
[44,] 5.135110e-03 2.485626e-03 1.110658e-03 4.581415e-04 1.744679e-04
[45,] 2.388438e-03 1.136370e-03 4.990365e-04 2.022831e-04 7.568570e-05
[46,] 1.022851e-03 4.783784e-04 2.064932e-04 8.226574e-05 3.024945e-05
[47,] 4.029235e-04 1.852473e-04 7.860258e-05 3.078074e-05 1.112454e-05
[48,] 1.458895e-04 6.593733e-05 2.750314e-05 1.058712e-05 3.761138e-06
[49,] 4.852495e-05 2.156028e-05 8.840563e-06 3.345353e-06 1.168264e-06
[50,] 1.481990e-05 6.473191e-06 2.609294e-06 9.706426e-07 3.332173e-07
             [,49]        [,50]
 [1,] 6.637009e-03 3.349331e-03
 [2,] 8.599468e-03 4.265601e-03
 [3,] 1.022633e-02 4.987339e-03
 [4,] 1.119463e-02 5.373655e-03
 [5,] 1.136159e-02 5.387528e-03
 [6,] 1.087887e-02 5.151791e-03
 [7,] 1.023633e-02 4.976039e-03
 [8,] 1.024229e-02 5.361543e-03
 [9,] 1.197300e-02 6.993850e-03
[10,] 1.669668e-02 1.070572e-02
[11,] 2.571151e-02 1.735376e-02
[12,] 4.000074e-02 2.754705e-02
[13,] 5.968156e-02 4.123918e-02
[14,] 8.341595e-02 5.733498e-02
[15,] 1.081465e-01 7.357824e-02
[16,] 1.295262e-01 8.694840e-02
[17,] 1.431125e-01 9.455286e-02
[18,] 1.459215e-01 9.467546e-02
[19,] 1.376063e-01 8.746718e-02
[20,] 1.206371e-01 7.490692e-02
[21,] 9.937581e-02 6.005006e-02
[22,] 7.852016e-02 4.595326e-02
[23,] 6.164685e-02 3.477388e-02
[24,] 5.040515e-02 2.736230e-02
[25,] 4.450434e-02 2.337130e-02
[26,] 4.229355e-02 2.169593e-02
[27,] 4.159614e-02 2.100662e-02
[28,] 4.049120e-02 2.019447e-02
[29,] 3.783157e-02 1.862978e-02
[30,] 3.339891e-02 1.620752e-02
[31,] 2.771727e-02 1.321497e-02
[32,] 2.166092e-02 1.010724e-02
[33,] 1.605034e-02 7.294444e-03
[34,] 1.139663e-02 5.017278e-03
[35,] 7.849789e-03 3.330205e-03
[36,] 5.298372e-03 2.158566e-03
[37,] 3.518610e-03 1.375986e-03
[38,] 2.289646e-03 8.617962e-04
[39,] 1.444756e-03 5.257923e-04
[40,] 8.726546e-04 3.085640e-04
[41,] 4.985498e-04 1.719667e-04
[42,] 2.668629e-04 9.005754e-05
[43,] 1.329347e-04 4.397427e-05
[44,] 6.134190e-05 1.991421e-05
[45,] 2.614032e-05 8.334362e-06
[46,] 1.026621e-05 3.215943e-06
[47,] 3.710653e-06 1.142326e-06
[48,] 1.233130e-06 3.731217e-07
[49,] 3.765118e-07 1.119841e-07
[50,] 1.055670e-07 3.086469e-08

> 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  
    122.190       -2.015  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/79oh91257336185.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] 5.321104 5.389631 5.458157 5.526683 5.595210 5.663736 5.732263 5.800789
 [9] 5.869315 5.937842 6.006368 6.074894 6.143421 6.211947 6.280473 6.349000
[17] 6.417526 6.486052 6.554579 6.623105 6.691631 6.760158 6.828684 6.897210
[25] 6.965737 7.034263 7.102790 7.171316 7.239842 7.308369 7.376895 7.445421
[33] 7.513948 7.582474 7.651000 7.719527 7.788053 7.856579 7.925106 7.993632
[41] 8.062158 8.130685 8.199211 8.267737 8.336264 8.404790 8.473317 8.541843
[49] 8.610369 8.678896

$yords
 [1]  75.02645  76.11313  77.19980  78.28648  79.37315  80.45983  81.54650
 [8]  82.63318  83.71985  84.80653  85.89321  86.97988  88.06656  89.15323
[15]  90.23991  91.32658  92.41326  93.49993  94.58661  95.67328  96.75996
[22]  97.84664  98.93331 100.01999 101.10666 102.19334 103.28001 104.36669
[29] 105.45336 106.54004 107.62672 108.71339 109.80007 110.88674 111.97342
[36] 113.06009 114.14677 115.23344 116.32012 117.40679 118.49347 119.58015
[43] 120.66682 121.75350 122.84017 123.92685 125.01352 126.10020 127.18687
[50] 128.27355

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.963254e-09 7.781750e-09 2.812520e-08 9.269040e-08 2.785483e-07
 [2,] 7.062331e-09 2.719148e-08 9.546319e-08 3.056055e-07 8.921049e-07
 [3,] 2.404040e-08 8.991053e-08 3.066187e-07 9.534783e-07 2.703682e-06
 [4,] 7.743844e-08 2.813260e-07 9.319305e-07 2.815032e-06 7.753889e-06
 [5,] 2.360441e-07 8.329733e-07 2.680346e-06 7.864646e-06 2.104305e-05
 [6,] 6.808502e-07 2.333858e-06 7.294925e-06 2.079213e-05 5.404109e-05
 [7,] 1.858370e-06 6.187861e-06 1.878773e-05 5.201682e-05 1.313309e-04
 [8,] 4.799941e-06 1.552495e-05 4.578809e-05 1.231445e-04 3.020225e-04
 [9,] 1.173178e-05 3.685911e-05 1.055983e-04 2.758762e-04 6.572698e-04
[10,] 2.713432e-05 8.281083e-05 2.304570e-04 5.848506e-04 1.353580e-03
[11,] 5.938888e-05 1.760603e-04 4.759452e-04 1.173309e-03 2.637952e-03
[12,] 1.230070e-04 3.542220e-04 9.301769e-04 2.227539e-03 4.865212e-03
[13,] 2.411056e-04 6.744403e-04 1.720405e-03 4.002203e-03 8.491913e-03
[14,] 4.472626e-04 1.215321e-03 3.011467e-03 6.805510e-03 1.402836e-02
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 [8,] 0.435317583 0.332757996 0.2543168500 0.1924556524 1.415751e-01
 [9,] 0.473626253 0.370566449 0.2885850430 0.2202359903 1.614928e-01
[10,] 0.510165672 0.406561748 0.3199199542 0.2440069519 1.770306e-01
[11,] 0.543243546 0.437762613 0.3449810827 0.2608639023 1.861340e-01
[12,] 0.570778139 0.461206635 0.3609340714 0.2687447253 1.876793e-01
[13,] 0.591060796 0.474859857 0.3662771668 0.2670210923 1.817945e-01
[14,] 0.603505619 0.478324254 0.3613233154 0.2566969342 1.698294e-01
[15,] 0.609020103 0.473028609 0.3481285796 0.2401234847 1.539793e-01
[16,] 0.609775678 0.461786098 0.3298699621 0.2203247864 1.366916e-01
[17,] 0.608416724 0.447861781 0.3098927157 0.2001733719 1.200626e-01
[18,] 0.606999958 0.433896155 0.2907710739 0.1816996703 1.054171e-01
[19,] 0.606086212 0.421086720 0.2737060322 0.1657477880 9.317813e-02
[20,] 0.604356839 0.408919511 0.2584373165 0.1520448596 8.301897e-02
[21,] 0.598924025 0.395522455 0.2436452134 0.1395985499 7.419697e-02
[22,] 0.586236635 0.378478301 0.2276464780 0.1272374376 6.592502e-02
[23,] 0.563261243 0.355780173 0.2091100316 0.1140919656 5.765606e-02
[24,] 0.528524142 0.326588416 0.1875490191 0.0998709959 4.921166e-02
[25,] 0.482665098 0.291550884 0.1634599941 0.0848869171 4.075449e-02
[26,] 0.428344914 0.252628545 0.1381230378 0.0698773305 3.265600e-02
[27,] 0.369587531 0.212548702 0.1131911022 0.0557294967 2.533203e-02
[28,] 0.310825854 0.174118700 0.0902436026 0.0432207112 1.910873e-02
[29,] 0.255987754 0.139639700 0.0704524935 0.0328523371 1.415214e-02
[30,] 0.207888064 0.110574985 0.0544331940 0.0248007956 1.046224e-02
[31,] 0.168030410 0.087501158 0.0422688814 0.0189616493 7.910200e-03
[32,] 0.136752394 0.070264282 0.0336409960 0.0150397974 6.291284e-03
[33,] 0.113544606 0.058217425 0.0279870321 0.0126418716 5.372231e-03
[34,] 0.097370691 0.050435973 0.0246310222 0.0113462322 4.924066e-03
[35,] 0.086890541 0.045865192 0.0228702143 0.0107472784 4.741441e-03
[36,] 0.080585865 0.043411748 0.0220306170 0.0104834101 4.654080e-03
[37,] 0.076851077 0.042018130 0.0215126301 0.0102589444 4.534773e-03
[38,] 0.074115912 0.040749869 0.0208381567 0.0098635419 4.304809e-03
[39,] 0.071020462 0.038895141 0.0196940580 0.0091851862 3.934823e-03
[40,] 0.066604907 0.036048289 0.0179561393 0.0082098946 3.438890e-03
[41,] 0.060443140 0.032141193 0.0156795141 0.0070044710 2.861769e-03
[42,] 0.052659870 0.027402400 0.0130531457 0.0056851640 2.262100e-03
[43,] 0.043816087 0.022252669 0.0103308103 0.0043808233 1.695958e-03
[44,] 0.034701029 0.017170503 0.0077594627 0.0032009099 1.204928e-03
[45,] 0.026101937 0.012569768 0.0055250561 0.0022159707 8.108032e-04
[46,] 0.018622352 0.008721652 0.0037269785 0.0014528531 5.165753e-04
[47,] 0.012590863 0.005732402 0.0023807258 0.0009018168 3.115485e-04
[48,] 0.008063081 0.003567606 0.0014397249 0.0005298753 1.778424e-04
[49,] 0.004889033 0.002101921 0.0008241289 0.0002946708 9.607867e-05
[50,] 0.002806260 0.001172168 0.0004464889 0.0001550875 4.912228e-05
             [,50]
 [1,] 1.755968e-02
 [2,] 2.371323e-02
 [3,] 3.178495e-02
 [4,] 4.208553e-02
 [5,] 5.465727e-02
 [6,] 6.909785e-02
 [7,] 8.445578e-02
 [8,] 9.927103e-02
 [9,] 1.117953e-01
[10,] 1.203590e-01
[11,] 1.237825e-01
[12,] 1.216943e-01
[13,] 1.146379e-01
[14,] 1.039237e-01
[15,] 9.127549e-02
[16,] 7.839629e-02
[17,] 6.659558e-02
[18,] 5.658575e-02
[19,] 4.848076e-02
[20,] 4.195735e-02
[21,] 3.649353e-02
[22,] 3.159282e-02
[23,] 2.692994e-02
[24,] 2.239567e-02
[25,] 1.805767e-02
[26,] 1.407640e-02
[27,] 1.061789e-02
[28,] 7.792588e-03
[29,] 5.630805e-03
[30,] 4.089039e-03
[31,] 3.073419e-03
[32,] 2.466334e-03
[33,] 2.147603e-03
[34,] 2.007716e-03
[35,] 1.954820e-03
[36,] 1.918267e-03
[37,] 1.850449e-03
[38,] 1.727056e-03
[39,] 1.545036e-03
[40,] 1.317808e-03
[41,] 1.068364e-03
[42,] 8.218087e-04
[43,] 5.991734e-04
[44,] 4.138024e-04
[45,] 2.705993e-04
[46,] 1.675143e-04
[47,] 9.815345e-05
[48,] 5.443121e-05
[49,] 2.856632e-05
[50,] 1.418760e-05

> 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  
    146.534       -5.837  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1ek631257336185.ps tmp/1ek631257336185.png")
> system("convert tmp/21nic1257336185.ps tmp/21nic1257336185.png")
> system("convert tmp/3h9xx1257336185.ps tmp/3h9xx1257336185.png")
> system("convert tmp/4j7tr1257336185.ps tmp/4j7tr1257336185.png")
> system("convert tmp/571rc1257336185.ps tmp/571rc1257336185.png")
> system("convert tmp/6zrmu1257336185.ps tmp/6zrmu1257336185.png")
> system("convert tmp/79oh91257336185.ps tmp/79oh91257336185.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.925   1.956   3.221