R version 2.7.0 (2008-04-22)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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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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> z <- c(200.7,146.5,143.6,141.5,137.5,138.7,135.5,136.4,112.1,109,123.8,151.2,139.2)
> y <- c(43.5,37.7,36.8,24.4,31.3,43.9,53.6,48.9,30.9,31.8,41.3,43.7,54.1)
> x <- c(62.2,88.5,93.3,89.2,101.3,97,102.2,100.3,78.2,105.9,119.9,108,77)
> par7 = 'Leer & Schoeisel'
> par6 = 'Kleding en Bont'
> par5 = 'Textiel'
> 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/rcomp/tmp/1qi0e1226507133.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/2eb911226507133.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/37t4v1226507133.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/4d3541226507133.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/html/rcomp/tmp/5i4m71226507133.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  
  40.617216    -0.005007  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6n9ix1226507133.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(y,z, xgridsize=par1, ygridsize=par2, correlation=cor(y,z), xbandwidth=dpik(y), ybandwidth=dpik(z))
> op
$xords
 [1] 13.45696 14.50974 15.56251 16.61529 17.66807 18.72084 19.77362 20.82640
 [9] 21.87918 22.93195 23.98473 25.03751 26.09029 27.14306 28.19584 29.24862
[17] 30.30139 31.35417 32.40695 33.45973 34.51250 35.56528 36.61806 37.67083
[25] 38.72361 39.77639 40.82917 41.88194 42.93472 43.98750 45.04027 46.09305
[33] 47.14583 48.19861 49.25138 50.30416 51.35694 52.40971 53.46249 54.51527
[41] 55.56805 56.62082 57.67360 58.72638 59.77916 60.83193 61.88471 62.93749
[49] 63.99026 65.04304

$yords
 [1] 103.9617 106.0388 108.1159 110.1930 112.2700 114.3471 116.4242 118.5012
 [9] 120.5783 122.6554 124.7325 126.8095 128.8866 130.9637 133.0407 135.1178
[17] 137.1949 139.2720 141.3490 143.4261 145.5032 147.5802 149.6573 151.7344
[25] 153.8115 155.8885 157.9656 160.0427 162.1198 164.1968 166.2739 168.3510
[33] 170.4280 172.5051 174.5822 176.6593 178.7363 180.8134 182.8905 184.9675
[41] 187.0446 189.1217 191.1988 193.2758 195.3529 197.4300 199.5070 201.5841
[49] 203.6612 205.7383

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 6.378696e-04 1.131623e-03 1.465290e-03 1.389818e-03 9.532699e-04
 [2,] 8.649987e-04 1.559968e-03 2.051110e-03 1.976290e-03 1.379321e-03
 [3,] 1.147868e-03 2.104687e-03 2.810151e-03 2.750285e-03 1.952883e-03
 [4,] 1.490580e-03 2.779157e-03 3.768309e-03 3.745799e-03 2.705547e-03
 [5,] 1.894080e-03 3.591596e-03 4.945839e-03 4.992935e-03 3.667829e-03
 [6,] 2.355128e-03 4.542618e-03 6.353457e-03 6.513536e-03 4.865692e-03
 [7,] 2.865479e-03 5.622946e-03 7.988336e-03 8.316333e-03 6.316386e-03
 [8,] 3.411452e-03 6.811696e-03 9.830548e-03 1.039214e-02 8.023944e-03
 [9,] 3.974060e-03 8.075596e-03 1.184058e-02 1.270985e-02 9.974909e-03
[10,] 4.529767e-03 9.369490e-03 1.395853e-02 1.521391e-02 1.213496e-02
[11,] 5.051925e-03 1.063833e-02 1.610558e-02 1.782419e-02 1.444716e-02
[12,] 5.512786e-03 1.182062e-02 1.818777e-02 2.043853e-02 1.683246e-02
[13,] 5.885889e-03 1.285319e-02 2.010231e-02 2.293837e-02 1.919286e-02
[14,] 6.148560e-03 1.367660e-02 2.174566e-02 2.519708e-02 2.141731e-02
[15,] 6.284185e-03 1.424084e-02 2.302264e-02 2.709029e-02 2.338991e-02
[16,] 6.283947e-03 1.451030e-02 2.385554e-02 2.850714e-02 2.499977e-02
[17,] 6.147778e-03 1.446753e-02 2.419192e-02 2.936098e-02 2.615126e-02
[18,] 5.884372e-03 1.411505e-02 2.401006e-02 2.959811e-02 2.677336e-02
[19,] 5.510268e-03 1.347515e-02 2.332131e-02 2.920340e-02 2.682695e-02
[20,] 5.048127e-03 1.258756e-02 2.216888e-02 2.820185e-02 2.630886e-02
[21,] 4.524468e-03 1.150534e-02 2.062338e-02 2.665599e-02 2.525217e-02
[22,] 3.967154e-03 1.028965e-02 1.877567e-02 2.465943e-02 2.372273e-02
[23,] 3.402985e-03 9.004064e-03 1.672800e-02 2.232748e-02 2.181236e-02
[24,] 2.855653e-03 7.709156e-03 1.458477e-02 1.978618e-02 1.962977e-02
[25,] 2.344286e-03 6.458013e-03 1.244388e-02 1.716114e-02 1.729037e-02
[26,] 1.882654e-03 5.293082e-03 1.038977e-02 1.456763e-02 1.490636e-02
[27,] 1.479045e-03 4.244531e-03 8.488734e-03 1.210280e-02 1.257818e-02
[28,] 1.136680e-03 3.330092e-03 6.786732e-03 9.840846e-03 1.038828e-02
[29,] 8.545500e-04 2.556126e-03 5.309484e-03 7.831122e-03 8.397494e-03
[30,] 6.284561e-04 1.919562e-03 4.064537e-03 6.098954e-03 6.644083e-03
[31,] 4.521126e-04 1.410294e-03 3.044599e-03 4.648588e-03 5.145161e-03
[32,] 3.181626e-04 1.013678e-03 2.231531e-03 3.467494e-03 3.899781e-03
[33,] 2.190175e-04 7.128004e-04 1.600378e-03 2.531239e-03 2.893057e-03
[34,] 1.474797e-04 4.903517e-04 1.123007e-03 1.808287e-03 2.100618e-03
[35,] 9.714183e-05 3.300007e-04 7.710397e-04 1.264190e-03 1.492822e-03
[36,] 6.258892e-05 2.172621e-04 5.179621e-04 8.648910e-04 1.038332e-03
[37,] 3.944601e-05 1.399299e-04 3.404399e-04 5.790396e-04 7.068524e-04
[38,] 2.431759e-05 8.816387e-05 2.189263e-04 3.793555e-04 4.709572e-04
[39,] 1.466380e-05 5.433992e-05 1.377412e-04 2.432030e-04 3.071073e-04
[40,] 8.649264e-06 3.276364e-05 8.478768e-05 1.525701e-04 1.959975e-04
[41,] 4.990166e-06 1.932437e-05 5.106205e-05 9.365709e-05 1.224213e-04
[42,] 2.816126e-06 1.114949e-05 3.008535e-05 5.625696e-05 7.483504e-05
[43,] 1.554493e-06 6.292713e-06 1.734194e-05 3.306510e-05 4.477023e-05
[44,] 8.393088e-07 3.474157e-06 9.779583e-06 1.901577e-05 2.621221e-05
[45,] 4.432508e-07 1.876232e-06 5.395329e-06 1.070046e-05 1.501905e-05
[46,] 2.289657e-07 9.911659e-07 2.911962e-06 5.891541e-06 8.421695e-06
[47,] 1.156864e-07 5.121833e-07 1.537512e-06 3.173852e-06 4.621353e-06
[48,] 5.717188e-08 2.588925e-07 7.941649e-07 1.672895e-06 2.481669e-06
[49,] 2.763573e-08 1.280052e-07 4.012909e-07 8.627199e-07 1.304123e-06
[50,] 1.306607e-08 6.190791e-08 1.983622e-07 4.352946e-07 6.706346e-07
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.637191e-04 1.600237e-04 4.478839e-05 1.703095e-05 1.039917e-05
 [2,] 6.842930e-04 2.417365e-04 7.024948e-05 2.843678e-05 1.798128e-05
 [3,] 9.879349e-04 3.572964e-04 1.079042e-04 4.651469e-05 3.051921e-05
 [4,] 1.395468e-03 5.167182e-04 1.623211e-04 7.452992e-05 5.079592e-05
 [5,] 1.928516e-03 7.311879e-04 2.391531e-04 1.169679e-04 8.284722e-05
 [6,] 2.607626e-03 1.012432e-03 3.451149e-04 1.797901e-04 1.323424e-04
 [7,] 3.449792e-03 1.371755e-03 4.878203e-04 2.706431e-04 2.069831e-04
 [8,] 4.465532e-03 1.818755e-03 6.754362e-04 3.989611e-04 3.168632e-04
 [9,] 5.655795e-03 2.359783e-03 9.161276e-04 5.758873e-04 4.747102e-04
[10,] 7.009086e-03 2.996289e-03 1.217284e-03 8.139366e-04 6.959005e-04
[11,] 8.499319e-03 3.723264e-03 1.584553e-03 1.126322e-03 9.981243e-04
[12,] 1.008485e-02 4.528010e-03 2.020756e-03 1.525904e-03 1.400588e-03
[13,] 1.170915e-02 5.389516e-03 2.524784e-03 2.023764e-03 1.922653e-03
[14,] 1.330331e-02 6.278658e-03 3.090622e-03 2.627456e-03 2.581897e-03
[15,] 1.479042e-02 7.159372e-03 3.706676e-03 3.339111e-03 3.391650e-03
[16,] 1.609147e-02 7.990810e-03 4.355559e-03 4.153588e-03 4.358197e-03
[17,] 1.713221e-02 8.730347e-03 5.014461e-03 5.056983e-03 5.477951e-03
[18,] 1.785015e-02 9.337148e-03 5.656186e-03 6.025797e-03 6.735012e-03
[19,] 1.820073e-02 9.775895e-03 6.250825e-03 7.027044e-03 8.099565e-03
[20,] 1.816196e-02 1.002019e-02 6.767966e-03 8.019501e-03 9.527605e-03
[21,] 1.773664e-02 1.005519e-02 7.179206e-03 8.956139e-03 1.096227e-02
[22,] 1.695207e-02 9.879093e-03 7.460709e-03 9.787602e-03 1.233698e-02
[23,] 1.585712e-02 9.503281e-03 7.595476e-03 1.046642e-02 1.358018e-02
[24,] 1.451725e-02 8.951111e-03 7.575041e-03 1.095144e-02 1.462137e-02
[25,] 1.300798e-02 8.255511e-03 7.400348e-03 1.121196e-02 1.539765e-02
[26,] 1.140796e-02 7.455740e-03 7.081689e-03 1.123094e-02 1.585999e-02
[27,] 9.792332e-03 6.593758e-03 6.637710e-03 1.100684e-02 1.597832e-02
[28,] 8.227173e-03 5.710647e-03 6.093607e-03 1.055383e-02 1.574485e-02
[29,] 6.765628e-03 4.843527e-03 5.478761e-03 9.900266e-03 1.517480e-02
[30,] 5.445835e-03 4.023232e-03 4.824124e-03 9.085811e-03 1.430488e-02
[31,] 4.290674e-03 3.272933e-03 4.159669e-03 8.157388e-03 1.318929e-02
[32,] 3.308999e-03 2.607705e-03 3.512196e-03 7.164742e-03 1.189415e-02
[33,] 2.497942e-03 2.034923e-03 2.903716e-03 6.156075e-03 1.049108e-02
[34,] 1.845812e-03 1.555299e-03 2.350502e-03 5.174328e-03 9.050684e-03
[35,] 1.335106e-03 1.164292e-03 1.862833e-03 4.254453e-03 7.636901e-03
[36,] 9.453025e-04 8.536837e-04 1.445342e-03 3.421898e-03 6.302714e-03
[37,] 6.551723e-04 6.130871e-04 1.097810e-03 2.692267e-03 5.087603e-03
[38,] 4.445005e-04 4.312595e-04 8.162455e-04 2.072007e-03 4.016747e-03
[39,] 2.952045e-04 2.971298e-04 5.940596e-04 1.559847e-03 3.101792e-03
[40,] 1.919152e-04 2.005133e-04 4.231880e-04 1.148645e-03 2.342764e-03
[41,] 1.221327e-04 1.325335e-04 2.950601e-04 8.273669e-04 1.730709e-03
[42,] 7.608355e-05 8.580021e-05 2.013453e-04 5.829290e-04 1.250548e-03
[43,] 4.639663e-05 5.440330e-05 1.344647e-04 4.017308e-04 8.838133e-04
[44,] 2.769603e-05 3.378528e-05 8.788046e-05 2.708027e-04 6.109509e-04
[45,] 1.618389e-05 2.054878e-05 5.620527e-05 1.785529e-04 4.130864e-04
[46,] 9.257231e-06 1.224024e-05 3.517601e-05 1.151528e-04 2.731922e-04
[47,] 5.183343e-06 7.140477e-06 2.154196e-05 7.263960e-05 1.767224e-04
[48,] 2.840966e-06 4.079292e-06 1.290859e-05 4.481898e-05 1.118191e-04
[49,] 1.524218e-06 2.282177e-06 7.568578e-06 2.704823e-05 6.920654e-05
[50,] 8.004772e-07 1.250274e-06 4.341885e-06 1.596623e-05 4.189770e-05
             [,11]        [,12]        [,13]        [,14]       [,15]
 [1,] 8.989192e-06 2.788838e-05 0.0001236724 0.0004219716 0.001120555
 [2,] 1.405778e-05 3.643619e-05 0.0001591621 0.0005431547 0.001423537
 [3,] 2.216590e-05 4.719494e-05 0.0002011522 0.0006879481 0.001784567
 [4,] 3.508734e-05 6.083277e-05 0.0002496659 0.0008569496 0.002206822
 [5,] 5.549093e-05 7.836926e-05 0.0003044260 0.0010493828 0.002690814
 [6,] 8.727470e-05 1.013656e-04 0.0003648956 0.0012628517 0.003233588
 [7,] 1.359547e-04 1.321726e-04 0.0004303985 0.0014932553 0.003828093
 [8,] 2.090782e-04 1.742290e-04 0.0005003321 0.0017349290 0.004462927
 [9,] 3.166066e-04 2.323901e-04 0.0005744701 0.0019810554 0.005122606
[10,] 4.711888e-04 3.132455e-04 0.0006533392 0.0022243528 0.005788472
[11,] 6.882126e-04 4.253658e-04 0.0007386284 0.0024580042 0.006440282
[12,] 9.855165e-04 5.793994e-04 0.0008335760 0.0026767364 0.007058376
[13,] 1.382630e-03 7.879234e-04 0.0009432595 0.0028779209 0.007626233
[14,] 1.899449e-03 1.064959e-03 0.0010747088 0.0030625369 0.008133097
[15,] 2.554315e-03 1.425078e-03 0.0012367671 0.0032358323 0.008576297
[16,] 3.361539e-03 1.882060e-03 0.0014396397 0.0034075443 0.008962871
[17,] 4.328564e-03 2.447147e-03 0.0016941044 0.0035915776 0.009310180
[18,] 5.453045e-03 3.126999e-03 0.0020104024 0.0038051132 0.009645297
[19,] 6.720287e-03 3.921569e-03 0.0023968787 0.0040671824 0.010003139
[20,] 8.101499e-03 4.822181e-03 0.0028585002 0.0043968142 0.010423451
[21,] 9.553334e-03 5.810158e-03 0.0033954206 0.0048109199 0.010946938
[22,] 1.101908e-02 6.856320e-03 0.0040017967 0.0053221218 0.011610915
[23,] 1.243167e-02 7.921633e-03 0.0046650600 0.0059367385 0.012444914
[24,] 1.371836e-02 8.959150e-03 0.0053658176 0.0066531490 0.013466685
[25,] 1.480683e-02 9.917178e-03 0.0060784987 0.0074607271 0.014678973
[26,] 1.563176e-02 1.074344e-02 0.0067727613 0.0083394894 0.016067379
[27,] 1.614136e-02 1.138975e-02 0.0074155789 0.0092605603 0.017599537
[28,] 1.630272e-02 1.181668e-02 0.0079738131 0.0101874774 0.019225733
[29,] 1.610534e-02 1.199754e-02 0.0084169964 0.0110782906 0.020881022
[30,] 1.556226e-02 1.192111e-02 0.0087200009 0.0118883230 0.022488769
[31,] 1.470863e-02 1.159280e-02 0.0088652724 0.0125733912 0.023965471
[32,] 1.359794e-02 1.103397e-02 0.0088443562 0.0130932068 0.025226543
[33,] 1.229646e-02 1.027963e-02 0.0086585424 0.0134146485 0.026192686
[34,] 1.087677e-02 9.374750e-03 0.0083185675 0.0135145648 0.026796256
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[24,] 3.482441e-09 8.542506e-11 1.394036e-12 1.575416e-14 7.517673e-14
[25,] 4.758467e-09 1.195359e-10 1.997605e-12 2.272107e-14 6.393440e-14
[26,] 6.359266e-09 1.635940e-10 2.799632e-12 3.228710e-14 5.322458e-14
[27,] 8.311957e-09 2.189736e-10 3.837492e-12 4.506497e-14 4.340096e-14
[28,] 1.062566e-08 2.866632e-10 5.144574e-12 6.166884e-14 3.470488e-14
[29,] 1.328510e-08 3.670350e-10 6.745381e-12 8.265168e-14 2.726734e-14
[30,] 1.624538e-08 4.596197e-10 8.650054e-12 1.084265e-13 2.112114e-14
[31,] 1.942902e-08 5.629180e-10 1.084891e-11 1.391775e-13 1.621952e-14
[32,] 2.272626e-08 6.742905e-10 1.330788e-11 1.747701e-13 1.245777e-14
[33,] 2.599926e-08 7.899587e-10 1.596565e-11 2.146756e-13 9.694390e-15
[34,] 2.909041e-08 9.051427e-10 1.873353e-11 2.579221e-13 7.769816e-15
[35,] 3.183424e-08 1.014343e-09 2.149847e-11 3.030883e-13 6.521180e-15
[36,] 3.407177e-08 1.111753e-09 2.412963e-11 3.483502e-13 5.792899e-15
[37,] 3.566570e-08 1.191754e-09 2.648798e-11 3.915834e-13 5.443412e-15
[38,] 3.651424e-08 1.249455e-09 2.843820e-11 4.305178e-13 5.348832e-15
[39,] 3.656196e-08 1.281178e-09 2.986142e-11 4.629297e-13 5.404442e-15
[40,] 3.580570e-08 1.284854e-09 3.066718e-11 4.868498e-13 5.524844e-15
[41,] 3.429496e-08 1.260239e-09 3.080294e-11 5.007612e-13 5.643380e-15
[42,] 3.212653e-08 1.208948e-09 3.025977e-11 5.037577e-13 5.711165e-15
[43,] 2.943424e-08 1.134272e-09 2.907328e-11 4.956417e-13 5.695881e-15
[44,] 2.637529e-08 1.040835e-09 2.731980e-11 4.769459e-13 5.580288e-15
[45,] 2.311516e-08 9.341183e-10 2.510823e-11 4.488749e-13 5.360404e-15
[46,] 1.981308e-08 8.199303e-10 2.256886e-11 4.131775e-13 5.043294e-15
[47,] 1.660971e-08 7.038936e-10 1.984075e-11 3.719657e-13 4.644492e-15
[48,] 1.361845e-08 5.910065e-10 1.705932e-11 3.275098e-13 4.185207e-15
[49,] 1.092065e-08 4.853248e-10 1.434565e-11 2.820333e-13 3.689465e-15
[50,] 8.564942e-09 3.897873e-10 1.179868e-11 2.375372e-13 3.181477e-15
             [,37]        [,38]        [,39]        [,40]        [,41]
 [1,] 3.232839e-13 9.987650e-12 2.052240e-10 2.804661e-09 2.549286e-08
 [2,] 4.687096e-13 1.482861e-11 3.120199e-10 4.366685e-09 4.064502e-08
 [3,] 6.646283e-13 2.153241e-11 4.639721e-10 6.649342e-09 6.337987e-08
 [4,] 9.217402e-13 3.058014e-11 6.747704e-10 9.902848e-09 9.666071e-08
 [5,] 1.250240e-12 4.247580e-11 9.597881e-10 1.442437e-08 1.441796e-07
 [6,] 1.658567e-12 5.770303e-11 1.335210e-09 2.054889e-08 2.103356e-07
 [7,] 2.151927e-12 7.666733e-11 1.816681e-09 2.863087e-08 3.001070e-07
 [8,] 2.730720e-12 9.962703e-11 2.417479e-09 3.901539e-08 4.187886e-07
 [9,] 3.389078e-12 1.266190e-10 3.146311e-09 5.199865e-08 5.715684e-07
[10,] 4.113779e-12 1.573894e-10 4.004936e-09 6.778027e-08 7.629511e-07
[11,] 4.883771e-12 1.913406e-10 4.985911e-09 8.641108e-08 9.960478e-07
[12,] 5.670541e-12 2.275064e-10 6.070831e-09 1.077433e-07 1.271799e-06
[13,] 6.439449e-12 2.645667e-10 7.229478e-09 1.313912e-07 1.588224e-06
[14,] 7.152006e-12 3.009065e-10 8.420165e-09 1.567102e-07 1.939813e-06
[15,] 7.768942e-12 3.347209e-10 9.591557e-09 1.828029e-07 2.317196e-06
[16,] 8.253742e-12 3.641573e-10 1.068594e-08 2.085566e-07 2.707204e-06
[17,] 8.576197e-12 3.874808e-10 1.164370e-08 2.327124e-07 3.093384e-06
[18,] 8.715526e-12 4.032425e-10 1.240865e-08 2.539629e-07 3.457019e-06
[19,] 8.662582e-12 4.104283e-10 1.293340e-08 2.710665e-07 3.778544e-06
[20,] 8.420852e-12 4.085670e-10 1.318426e-08 2.829673e-07 4.039264e-06
[21,] 8.006076e-12 3.977811e-10 1.314480e-08 2.889027e-07 4.223135e-06
[22,] 7.444547e-12 3.787739e-10 1.281761e-08 2.884842e-07 4.318397e-06
[23,] 6.770360e-12 3.527530e-10 1.222405e-08 2.817392e-07 4.318820e-06
[24,] 6.021992e-12 3.213042e-10 1.140192e-08 2.691085e-07 4.224375e-06
[25,] 5.238700e-12 2.862312e-10 1.040150e-08 2.513985e-07 4.041242e-06
[26,] 4.457197e-12 2.493863e-10 9.280443e-09 2.296956e-07 3.781135e-06
[27,] 3.708986e-12 2.125118e-10 8.098348e-09 2.052568e-07 3.460067e-06
[28,] 3.018585e-12 1.771122e-10 6.911608e-09 1.793897e-07 3.096718e-06
[29,] 2.402740e-12 1.443673e-10 5.769215e-09 1.533389e-07 2.710652e-06
[30,] 1.870533e-12 1.150917e-10 4.709873e-09 1.281924e-07 2.320603e-06
[31,] 1.424227e-12 8.973755e-11 3.760596e-09 1.048158e-07 1.943045e-06
[32,] 1.060593e-12 6.843202e-11 2.936696e-09 8.381979e-08 1.591181e-06
[33,] 7.724567e-13 5.103868e-11 2.242933e-09 6.555731e-08 1.274417e-06
[34,] 5.502458e-13 3.723011e-11 1.675439e-09 5.014766e-08 9.982935e-07
[35,] 3.833524e-13 2.656099e-11 1.224040e-09 3.751760e-08 7.648213e-07
[36,] 2.612168e-13 1.853314e-11 8.746169e-10 2.745203e-08 5.730817e-07
[37,] 1.740889e-13 1.264762e-11 6.112163e-10 1.964576e-08 4.199796e-07
[38,] 1.134793e-13 8.441579e-12 4.177601e-10 1.375049e-08 3.010195e-07
[39,] 7.235265e-14 5.510528e-12 2.792632e-10 9.412870e-09 2.110163e-07
[40,] 4.512455e-14 3.518178e-12 1.825810e-10 6.302041e-09 1.446746e-07
[41,] 2.753228e-14 2.196835e-12 1.167488e-10 4.126627e-09 9.701160e-08
[42,] 1.643734e-14 1.341627e-12 7.301365e-11 2.642800e-09 6.362238e-08
[43,] 9.605879e-15 8.013480e-13 4.465916e-11 1.655343e-09 4.080853e-08
[44,] 5.498387e-15 4.681292e-13 2.671605e-11 1.014068e-09 2.560043e-08
[45,] 3.086078e-15 2.674638e-13 1.563107e-11 6.075760e-10 1.570717e-08
[46,] 1.701717e-15 1.494580e-13 8.944579e-12 3.560321e-10 9.425488e-09
[47,] 9.249156e-16 8.168251e-14 5.005950e-12 2.040483e-10 5.531781e-09
[48,] 4.982175e-16 4.366101e-14 2.740108e-12 1.143751e-10 3.175270e-09
[49,] 2.682848e-16 2.282517e-14 1.466911e-12 6.270247e-11 1.782589e-09
[50,] 1.462664e-16 1.167054e-14 7.680598e-13 3.361966e-11 9.787619e-10
             [,42]        [,43]        [,44]        [,45]        [,46]
 [1,] 1.541147e-07 6.196632e-07 1.657120e-06 2.947400e-06 3.486669e-06
 [2,] 2.516228e-07 1.036046e-06 2.837230e-06 5.167695e-06 6.260164e-06
 [3,] 4.018013e-07 1.694172e-06 4.751059e-06 8.861555e-06 1.099300e-05
 [4,] 6.275195e-07 2.709510e-06 7.781097e-06 1.486201e-05 1.887996e-05
 [5,] 9.585138e-07 4.238178e-06 1.246369e-05 2.437814e-05 3.171329e-05
 [6,] 1.431939e-06 6.483694e-06 1.952572e-05 3.910916e-05 5.209984e-05
 [7,] 2.092210e-06 9.701089e-06 2.991730e-05 6.136362e-05 8.371169e-05
 [8,] 2.989793e-06 1.419625e-05 4.483249e-05 9.416699e-05 1.315501e-04
 [9,] 4.178609e-06 2.031803e-05 6.570796e-05 1.413322e-04 2.021858e-04
[10,] 5.711860e-06 2.844098e-05 9.418859e-05 2.074620e-04 3.039244e-04
[11,] 7.636217e-06 3.893701e-05 1.320485e-04 2.978456e-04 4.468229e-04
[12,] 9.984669e-06 5.213571e-05 1.810604e-04 4.182138e-04 6.424803e-04
[13,] 1.276863e-05 6.827522e-05 2.428111e-04 5.743290e-04 9.035235e-04
[14,] 1.597018e-05 8.744719e-05 3.184701e-04 7.713971e-04 1.242722e-03
[15,] 1.953575e-05 1.095427e-04 4.085294e-04 1.013328e-03 1.671719e-03
[16,] 2.337251e-05 1.342072e-04 5.125465e-04 1.301899e-03 2.199417e-03
[17,] 2.734863e-05 1.608138e-04 6.289237e-04 1.635909e-03 2.830133e-03
[18,] 3.129829e-05 1.884629e-04 7.547751e-04 2.010463e-03 3.561730e-03
[19,] 3.503166e-05 2.160146e-04 8.859154e-04 2.416506e-03 4.383997e-03
[20,] 3.834915e-05 2.421561e-04 1.017002e-03 2.840761e-03 5.277573e-03
[21,] 4.105874e-05 2.654988e-04 1.141842e-03 3.266152e-03 6.213742e-03
[22,] 4.299426e-05 2.846982e-04 1.253850e-03 3.672764e-03 7.155288e-03
[23,] 4.403219e-05 2.985807e-04 1.346604e-03 4.039286e-03 8.058532e-03
[24,] 4.410472e-05 3.062625e-04 1.414455e-03 4.344813e-03 8.876458e-03
[25,] 4.320706e-05 3.072421e-04 1.453093e-03 4.570803e-03 9.562653e-03
[26,] 4.139799e-05 3.014550e-04 1.459999e-03 4.702934e-03 1.007563e-02
[27,] 3.879348e-05 2.892806e-04 1.434718e-03 4.732605e-03 1.038295e-02
[28,] 3.555439e-05 2.715007e-04 1.378908e-03 4.657860e-03 1.046463e-02
[29,] 3.187004e-05 2.492170e-04 1.296162e-03 4.483608e-03 1.031532e-02
[30,] 2.794003e-05 2.237377e-04 1.191621e-03 4.221081e-03 9.944795e-03
[31,] 2.395665e-05 1.964517e-04 1.071450e-03 3.886644e-03 9.377004e-03
[32,] 2.009002e-05 1.687047e-04 9.422379e-04 3.500102e-03 8.647436e-03
[33,] 1.647743e-05 1.416947e-04 8.104089e-04 3.082773e-03 7.799477e-03
[34,] 1.321763e-05 1.163951e-04 6.817148e-04 2.655567e-03 6.880160e-03
[35,] 1.036985e-05 9.351279e-05 5.608623e-04 2.237320e-03 5.935900e-03
[36,] 7.956943e-06 7.347881e-05 4.512993e-04 1.843545e-03 5.008751e-03
[37,] 5.971386e-06 5.646876e-05 3.551632e-04 1.485711e-03 4.133589e-03
[38,] 4.382873e-06 4.244331e-05 2.733671e-04 1.171035e-03 3.336416e-03
[39,] 3.146281e-06 3.120076e-05 2.057877e-04 9.027351e-04 2.633830e-03
[40,] 2.208977e-06 2.243241e-05 1.515122e-04 6.806216e-04 2.033530e-03
[41,] 1.516840e-06 1.577400e-05 1.091015e-04 5.018872e-04 1.535565e-03
[42,] 1.018693e-06 1.084832e-05 7.683670e-05 3.619607e-04 1.134072e-03
[43,] 6.691161e-07 7.296896e-06 5.292508e-05 2.553121e-04 8.191586e-04
[44,] 4.298481e-07 4.800306e-06 3.565410e-05 1.761314e-04 5.786961e-04
[45,] 2.700742e-07 3.088548e-06 2.349158e-05 1.188384e-04 3.998414e-04
[46,] 1.659611e-07 1.943545e-06 1.513805e-05 7.842085e-05 2.701966e-04
[47,] 9.974349e-08 1.196163e-06 9.540753e-06 5.061295e-05 1.785777e-04
[48,] 5.862967e-08 7.200132e-07 5.880985e-06 3.194820e-05 1.154328e-04
[49,] 3.370585e-08 4.238826e-07 3.545459e-06 1.972359e-05 7.297701e-05
[50,] 1.895171e-08 2.440653e-07 2.090500e-06 1.190915e-05 4.512303e-05
             [,47]        [,48]        [,49]        [,50]
 [1,] 2.743272e-06 1.435535e-06 4.996263e-07 1.156547e-07
 [2,] 5.043839e-06 2.702859e-06 9.633234e-07 2.283534e-07
 [3,] 9.070033e-06 4.977236e-06 1.816579e-06 4.409679e-07
 [4,] 1.595185e-05 8.964120e-06 3.350356e-06 8.328386e-07
 [5,] 2.743902e-05 1.579001e-05 6.043423e-06 1.538403e-06
 [6,] 4.616161e-05 2.720271e-05 1.066179e-05 2.779293e-06
 [7,] 7.595353e-05 4.583491e-05 1.839634e-05 4.910810e-06
 [8,] 1.222279e-04 7.553286e-05 3.104475e-05 8.486472e-06
 [9,] 1.923743e-04 1.217391e-04 5.123888e-05 1.434352e-05
[10,] 2.961278e-04 1.919020e-04 8.271157e-05 2.371045e-05
[11,] 4.458269e-04 2.958583e-04 1.305834e-04 3.833351e-05
[12,] 6.564595e-04 4.461107e-04 2.016341e-04 6.061387e-05
[13,] 9.453766e-04 6.578954e-04 3.045057e-04 9.373909e-05
[14,] 1.331547e-03 9.489120e-04 4.497610e-04 1.417831e-04
[15,] 1.834270e-03 1.338596e-03 6.497149e-04 2.097406e-04
[16,] 2.471296e-03 1.846837e-03 9.179500e-04 3.034562e-04
[17,] 3.256427e-03 2.492082e-03 1.268440e-03 4.294023e-04
[18,] 4.196746e-03 3.288903e-03 1.714257e-03 5.942751e-04
[19,] 5.289799e-03 4.245167e-03 2.265880e-03 8.043884e-04
[20,] 6.521094e-03 5.359118e-03 2.929225e-03 1.064876e-03
[21,] 7.862428e-03 6.616781e-03 3.703595e-03 1.378754e-03
[22,] 9.271454e-03 7.990155e-03 4.579828e-03 1.745942e-03
[23,] 1.069286e-02 9.436666e-03 5.538980e-03 2.162358e-03
[24,] 1.206132e-02 1.090026e-02 6.551871e-03 2.619271e-03
[25,] 1.330610e-02 1.231431e-02 7.579767e-03 3.103046e-03
[26,] 1.435694e-02 1.360624e-02 8.576325e-03 3.595431e-03
[27,] 1.515052e-02 1.470352e-02 9.490773e-03 4.074445e-03
[28,] 1.563682e-02 1.554030e-02 1.027204e-02 4.515866e-03
[29,] 1.578425e-02 1.606395e-02 1.087344e-02 4.895178e-03
[30,] 1.558313e-02 1.624053e-02 1.125725e-02 5.189803e-03
[31,] 1.504666e-02 1.605842e-02 1.139862e-02 5.381313e-03
[32,] 1.420956e-02 1.552961e-02 1.128827e-02 5.457333e-03
[33,] 1.312430e-02 1.468836e-02 1.093345e-02 5.412871e-03
[34,] 1.185568e-02 1.358754e-02 1.035719e-02 5.250852e-03
[35,] 1.047446e-02 1.229316e-02 9.595814e-03 4.981806e-03
[36,] 9.050902e-03 1.087780e-02 8.695139e-03 4.622733e-03
[37,] 7.649041e-03 9.413980e-03 7.705950e-03 4.195326e-03
[38,] 6.322329e-03 7.968207e-03 6.679297e-03 3.723810e-03
[39,] 5.110954e-03 6.596336e-03 5.662265e-03 3.232692e-03
[40,] 4.040936e-03 5.340722e-03 4.694666e-03 2.744707e-03
[41,] 3.124761e-03 4.229141e-03 3.806923e-03 2.279201e-03
[42,] 2.363233e-03 3.275361e-03 3.019245e-03 1.851076e-03
[43,] 1.748039e-03 2.480967e-03 2.341950e-03 1.470350e-03
[44,] 1.264594e-03 1.837969e-03 1.776691e-03 1.142279e-03
[45,] 8.947578e-04 1.331711e-03 1.318259e-03 8.679175e-04
[46,] 6.191771e-04 9.437055e-04 9.566317e-04 6.449702e-04
[47,] 4.190632e-04 6.540612e-04 6.789595e-04 4.687659e-04
[48,] 2.773951e-04 4.433583e-04 4.713002e-04 3.332169e-04
[49,] 1.795862e-04 2.939316e-04 3.199679e-04 2.316610e-04
[50,] 1.137110e-04 1.905869e-04 2.124566e-04 1.575194e-04

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

Call:
lm(formula = z ~ y)

Coefficients:
(Intercept)            y  
   115.1868       0.6098  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7ac0j1226507134.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]  51.17036  52.79810  54.42584  56.05358  57.68132  59.30906  60.93680
 [8]  62.56454  64.19228  65.82002  67.44777  69.07551  70.70325  72.33099
[15]  73.95873  75.58647  77.21421  78.84195  80.46969  82.09743  83.72517
[22]  85.35291  86.98065  88.60839  90.23613  91.86387  93.49161  95.11935
[29]  96.74709  98.37483 100.00257 101.63031 103.25805 104.88579 106.51353
[36] 108.14127 109.76901 111.39675 113.02449 114.65223 116.27998 117.90772
[43] 119.53546 121.16320 122.79094 124.41868 126.04642 127.67416 129.30190
[50] 130.92964

$yords
 [1] 103.9617 106.0388 108.1159 110.1930 112.2700 114.3471 116.4242 118.5012
 [9] 120.5783 122.6554 124.7325 126.8095 128.8866 130.9637 133.0407 135.1178
[17] 137.1949 139.2720 141.3490 143.4261 145.5032 147.5802 149.6573 151.7344
[25] 153.8115 155.8885 157.9656 160.0427 162.1198 164.1968 166.2739 168.3510
[33] 170.4280 172.5051 174.5822 176.6593 178.7363 180.8134 182.8905 184.9675
[41] 187.0446 189.1217 191.1988 193.2758 195.3529 197.4300 199.5070 201.5841
[49] 203.6612 205.7383

$zden
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[10,] 1.158216e-15 9.611769e-15 1.907366e-12 2.189263e-10 1.450878e-08
[11,] 1.871968e-15 2.493636e-14 4.443750e-12 4.576701e-10 2.721601e-08
[12,] 2.863373e-15 6.031879e-14 9.649354e-12 8.917439e-10 4.758291e-08
[13,] 4.189188e-15 1.360164e-13 1.952900e-11 1.619425e-09 7.753728e-08
[14,] 5.954482e-15 2.858973e-13 3.683789e-11 2.741035e-09 1.177615e-07
[15,] 8.385938e-15 5.601282e-13 6.476530e-11 4.324155e-09 1.666974e-07
[16,] 1.192159e-14 1.022851e-12 1.061264e-10 6.358007e-09 2.199316e-07
[17,] 1.726829e-14 1.740916e-12 1.620829e-10 8.713123e-09 2.704453e-07
[18,] 2.535369e-14 2.761725e-12 2.307193e-10 1.112909e-08 3.099589e-07
[19,] 3.710669e-14 4.083369e-12 3.061003e-10 1.324886e-08 3.311021e-07
[20,] 5.305971e-14 5.627184e-12 3.785094e-10 1.470044e-08 3.296498e-07
[21,] 7.287087e-14 7.227652e-12 4.362371e-10 1.520251e-08 3.058980e-07
[22,] 9.496934e-14 8.652404e-12 4.685993e-10 1.465323e-08 2.645657e-07
[23,] 1.165586e-13 9.654052e-12 4.691521e-10 1.316389e-08 2.132669e-07
[24,] 1.341135e-13 1.003958e-11 4.377828e-10 1.102220e-08 1.602310e-07
[25,] 1.442925e-13 9.730937e-12 3.807472e-10 8.601721e-09 1.122025e-07
[26,] 1.449530e-13 8.790768e-12 3.086369e-10 6.256558e-09 7.323043e-08
[27,] 1.358540e-13 7.401708e-12 2.331804e-10 4.241491e-09 4.454649e-08
[28,] 1.187370e-13 5.808584e-12 1.641986e-10 2.680001e-09 2.525625e-08
[29,] 9.675241e-14 4.248557e-12 1.077654e-10 1.578280e-09 1.334618e-08
[30,] 7.349220e-14 2.896314e-12 6.592081e-11 8.662954e-10 6.573214e-09
[31,] 5.203468e-14 1.840277e-12 3.758366e-11 4.431815e-10 3.017397e-09
[32,] 3.433985e-14 1.089817e-12 1.997139e-11 2.113147e-10 1.290980e-09
[33,] 2.112266e-14 6.015291e-13 9.891231e-12 9.390976e-11 5.148010e-10
[34,] 1.210985e-14 3.094521e-13 4.565898e-12 3.889785e-11 1.913345e-10
[35,] 6.470900e-15 1.483757e-13 1.964420e-12 1.501664e-11 6.627950e-11
[36,] 3.222743e-15 6.630784e-14 7.877264e-13 5.403221e-12 2.139923e-11
[37,] 1.495965e-15 2.761855e-14 2.944086e-13 1.812036e-12 6.439487e-12
[38,] 6.472171e-16 1.072184e-14 1.025552e-13 5.663866e-13 1.806077e-12
[39,] 2.609828e-16 3.879452e-15 3.329644e-14 1.650031e-13 4.721220e-13
[40,] 9.808620e-17 1.308295e-15 1.007563e-14 4.480282e-14 1.150288e-13
[41,] 3.435865e-17 4.112188e-16 2.841700e-15 1.133837e-14 2.612105e-14
[42,] 1.121753e-17 1.204684e-16 7.469945e-16 2.674414e-15 5.528504e-15
[43,] 3.413444e-18 3.289332e-17 1.830168e-16 5.879510e-16 1.090584e-15
[44,] 9.680997e-19 8.370935e-18 4.179228e-17 1.204718e-16 2.005129e-16
[45,] 2.559067e-19 1.985522e-18 8.894791e-18 2.300721e-17 3.436054e-17
[46,] 6.304835e-20 4.389404e-19 1.764434e-18 4.095175e-18 5.487914e-18
[47,] 1.447776e-20 9.044244e-20 3.262205e-19 6.793871e-19 8.169418e-19
[48,] 3.098577e-21 1.736889e-20 5.621472e-20 1.050498e-19 1.133465e-19
[49,] 6.180920e-22 3.108865e-21 9.028562e-21 1.513919e-20 1.465731e-20
[50,] 1.149159e-22 5.186422e-22 1.351523e-21 2.033511e-21 1.766596e-21
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.156372e-10 1.263401e-08 4.273909e-07 8.347895e-06 9.414479e-05
 [2,] 6.838471e-10 3.595136e-08 1.091286e-06 1.912622e-05 1.935474e-04
 [3,] 2.021283e-09 9.535038e-08 2.597075e-06 4.084268e-05 3.708612e-04
 [4,] 5.568376e-09 2.357017e-07 5.760548e-06 8.128913e-05 6.623211e-04
 [5,] 1.429759e-08 5.430453e-07 1.190902e-05 1.507939e-04 1.102450e-03
 [6,] 3.421608e-08 1.166118e-06 2.294676e-05 2.607161e-04 1.710338e-03
 [7,] 7.631864e-08 2.333897e-06 4.120972e-05 4.201314e-04 2.473080e-03
 [8,] 1.586588e-07 4.353655e-06 6.897806e-05 6.310088e-04 3.332939e-03
 [9,] 3.074189e-07 7.569365e-06 1.076107e-04 8.833214e-04 4.186487e-03
[10,] 5.551751e-07 1.226586e-05 1.564706e-04 1.152485e-03 4.901229e-03
[11,] 9.344640e-07 1.852548e-05 2.120524e-04 1.401472e-03 5.348025e-03
[12,] 1.465980e-06 2.607797e-05 2.678469e-04 1.588426e-03 5.438946e-03
[13,] 2.143516e-06 3.421459e-05 3.153284e-04 1.677963e-03 5.155481e-03
[14,] 2.921180e-06 4.183907e-05 3.459973e-04 1.652079e-03 4.554667e-03
[15,] 3.710419e-06 4.768541e-05 3.538468e-04 1.516046e-03 3.750396e-03
[16,] 4.392590e-06 5.065499e-05 3.372802e-04 1.296662e-03 2.878264e-03
[17,] 4.846759e-06 5.015242e-05 2.996397e-04 1.033652e-03 2.058814e-03
[18,] 4.984426e-06 4.628013e-05 2.481082e-04 7.679893e-04 1.372577e-03
[19,] 4.777624e-06 3.980433e-05 1.914766e-04 5.318251e-04 8.528830e-04
[20,] 4.268170e-06 3.190796e-05 1.377284e-04 3.432538e-04 4.939408e-04
[21,] 3.553895e-06 2.383970e-05 9.233455e-05 2.064882e-04 2.666206e-04
[22,] 2.758040e-06 1.660106e-05 5.769499e-05 1.157732e-04 1.341360e-04
[23,] 1.994938e-06 1.077466e-05 3.360042e-05 6.049975e-05 6.289700e-05
[24,] 1.344904e-06 6.517850e-06 1.823831e-05 2.946677e-05 2.748830e-05
[25,] 8.450577e-07 3.674839e-06 9.226938e-06 1.337656e-05 1.119692e-05
[26,] 4.948966e-07 1.931103e-06 4.350745e-06 5.659648e-06 4.250918e-06
[27,] 2.701315e-07 9.458127e-07 1.912063e-06 2.231860e-06 1.504178e-06
[28,] 1.374263e-07 4.317563e-07 7.832039e-07 8.203111e-07 4.960779e-07
[29,] 6.516234e-08 1.836980e-07 2.990058e-07 2.810103e-07 1.524869e-07
[30,] 2.879761e-08 7.284558e-08 1.063940e-07 8.972197e-08 4.368657e-08
[31,] 1.186179e-08 2.692377e-08 3.528491e-08 2.669990e-08 1.166535e-08
[32,] 4.553823e-09 9.274719e-09 1.090668e-08 7.405464e-09 2.903216e-09
[33,] 1.629427e-09 2.977821e-09 3.142168e-09 1.914379e-09 6.734322e-10
[34,] 5.434104e-10 8.911083e-10 8.437240e-10 4.612516e-10 1.455938e-10
[35,] 1.689090e-10 2.485389e-10 2.111559e-10 1.035809e-10 2.933753e-11
[36,] 4.893401e-11 6.460872e-11 4.925371e-11 2.167975e-11 5.509816e-12
[37,] 1.321305e-11 1.565389e-11 1.070802e-11 4.229251e-12 9.644625e-13
[38,] 3.325270e-12 3.534965e-12 2.169756e-12 7.689607e-13 1.573494e-13
[39,] 7.799806e-13 7.440138e-13 4.097752e-13 1.303100e-13 2.392641e-14
[40,] 1.705199e-13 1.459524e-13 7.212985e-14 2.058194e-14 3.390979e-15
[41,] 3.474547e-14 2.668537e-14 1.183357e-14 3.029884e-15 4.479234e-16
[42,] 6.598635e-15 4.547452e-15 1.809463e-15 4.157179e-16 5.514617e-17
[43,] 1.168005e-15 7.222669e-16 2.578804e-16 5.316262e-17 6.327935e-18
[44,] 1.926933e-16 1.069199e-16 3.425454e-17 6.336437e-18 6.767678e-19
[45,] 2.962944e-17 1.475212e-17 4.240850e-18 7.039130e-19 6.746097e-20
[46,] 4.246290e-18 1.897053e-18 4.893467e-19 7.288222e-20 6.267495e-21
[47,] 5.671952e-19 2.273742e-19 5.262809e-20 7.033338e-21 5.427164e-22
[48,] 7.061362e-20 2.540015e-20 5.275354e-21 6.326078e-22 4.380110e-23
[49,] 8.193576e-21 2.644600e-21 4.928494e-22 5.303176e-23 3.294772e-24
[50,] 8.861262e-22 2.566381e-22 4.291552e-23 4.143575e-24 2.309955e-25
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 6.130319e-04 2.304822e-03 5.003333e-03 6.271174e-03 4.538432e-03
 [2,] 1.130871e-03 3.815105e-03 7.431344e-03 8.357873e-03 5.427399e-03
 [3,] 1.944357e-03 5.885840e-03 1.028746e-02 1.038187e-02 6.049377e-03
 [4,] 3.115819e-03 8.463374e-03 1.327341e-02 1.201956e-02 6.284382e-03
 [5,] 4.653732e-03 1.134257e-02 1.596208e-02 1.296984e-02 6.084817e-03
 [6,] 6.478337e-03 1.416814e-02 1.789079e-02 1.304409e-02 5.491178e-03
 [7,] 8.405406e-03 1.649479e-02 1.868971e-02 1.222717e-02 4.618666e-03
 [8,] 1.016452e-02 1.789839e-02 1.819737e-02 1.068245e-02 3.620767e-03
 [9,] 1.145640e-02 1.810149e-02 1.651383e-02 8.698593e-03 2.645561e-03
[10,] 1.203490e-02 1.706269e-02 1.396755e-02 6.601767e-03 1.801639e-03
[11,] 1.178338e-02 1.499042e-02 1.101096e-02 4.669866e-03 1.143539e-03
[12,] 1.075301e-02 1.227476e-02 8.090281e-03 3.078801e-03 6.764991e-04
[13,] 9.145839e-03 9.367969e-03 5.540321e-03 1.891873e-03 3.730065e-04
[14,] 7.250199e-03 6.663629e-03 3.536220e-03 1.083516e-03 1.916896e-04
[15,] 5.356849e-03 4.417833e-03 2.103665e-03 5.783777e-04 9.181508e-05
[16,] 3.688942e-03 2.729862e-03 1.166399e-03 2.877536e-04 4.098852e-05
[17,] 2.367704e-03 1.572190e-03 6.027682e-04 1.334330e-04 1.705468e-05
[18,] 1.416400e-03 8.439227e-04 2.903267e-04 5.766850e-05 6.613906e-06
[19,] 7.897281e-04 4.222146e-04 1.303336e-04 2.322990e-05 2.390593e-06
[20,] 4.103949e-04 1.968777e-04 5.453292e-05 8.721445e-06 8.053519e-07
[21,] 1.987741e-04 8.556444e-05 2.126642e-05 3.051849e-06 2.528712e-07
[22,] 8.973265e-05 3.465956e-05 7.729710e-06 9.953385e-07 7.400243e-08
[23,] 3.775495e-05 1.308535e-05 2.618572e-06 3.025596e-07 2.018483e-08
[24,] 1.480576e-05 4.604487e-06 8.267977e-07 8.572051e-08 5.131423e-09
[25,] 5.411538e-06 1.510115e-06 2.433140e-07 2.263558e-08 1.215860e-09
[26,] 1.843502e-06 4.616066e-07 6.673720e-08 5.570978e-09 2.685113e-10
[27,] 5.853277e-07 1.315123e-07 1.706088e-08 1.277920e-09 5.526799e-11
[28,] 1.732163e-07 3.492167e-08 4.065079e-09 2.732187e-10 1.060277e-11
[29,] 4.777605e-08 8.642820e-09 9.027517e-10 5.444383e-11 1.895818e-12
[30,] 1.228188e-08 1.993650e-09 1.868532e-10 1.011160e-11 3.159415e-13
[31,] 2.942751e-09 4.286242e-10 3.604687e-11 1.750354e-12 4.907402e-14
[32,] 6.571644e-10 8.588873e-11 6.481356e-12 2.823989e-13 7.104408e-15
[33,] 1.367816e-10 1.604089e-11 1.086169e-12 4.246522e-14 9.585992e-16
[34,] 2.653479e-11 2.792259e-12 1.696537e-13 5.951665e-15 1.205539e-16
[35,] 4.797722e-12 4.530166e-13 2.469794e-14 7.774541e-16 1.413046e-17
[36,] 8.085142e-13 6.850236e-14 3.351129e-15 9.465511e-17 1.543706e-18
[37,] 1.269916e-13 9.654546e-15 4.237956e-16 1.074109e-17 1.571839e-19
[38,] 1.859060e-14 1.268205e-15 4.995199e-17 1.136014e-18 1.491703e-20
[39,] 2.536559e-15 1.552672e-16 5.487597e-18 1.119830e-19 1.319440e-21
[40,] 3.225756e-16 1.771762e-17 5.618841e-19 1.028858e-20 1.087758e-22
[41,] 3.823394e-17 1.884351e-18 5.362190e-20 8.810285e-22 8.358058e-24
[42,] 4.223764e-18 1.867890e-19 4.769475e-21 7.031651e-23 5.985655e-25
[43,] 4.348959e-19 1.725743e-20 3.953979e-22 5.230703e-24 3.995338e-26
[44,] 4.173515e-20 1.486044e-21 3.055124e-23 3.626548e-25 2.485569e-27
[45,] 3.732964e-21 1.192676e-22 2.200183e-24 2.343486e-26 1.441232e-28
[46,] 3.111961e-22 8.921576e-24 1.476783e-25 1.411429e-27 7.788778e-30
[47,] 2.417977e-23 6.220118e-25 9.238739e-27 7.923084e-29 3.923227e-31
[48,] 1.751069e-24 4.041929e-26 5.386936e-28 4.145362e-30 1.841835e-32
[49,] 1.181904e-25 2.447973e-27 2.927511e-29 2.021427e-31 8.059072e-34
[50,] 7.435318e-27 1.381856e-28 1.482839e-30 9.187392e-33 3.286687e-35

> 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  
   215.2491      -0.8034  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1qi0e1226507133.ps tmp/1qi0e1226507133.png")
> system("convert tmp/2eb911226507133.ps tmp/2eb911226507133.png")
> system("convert tmp/37t4v1226507133.ps tmp/37t4v1226507133.png")
> system("convert tmp/4d3541226507133.ps tmp/4d3541226507133.png")
> system("convert tmp/5i4m71226507133.ps tmp/5i4m71226507133.png")
> system("convert tmp/6n9ix1226507133.ps tmp/6n9ix1226507133.png")
> system("convert tmp/7ac0j1226507134.ps tmp/7ac0j1226507134.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.990   2.195   4.271