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

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Type 'license()' or 'licence()' for distribution details.

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Type 'contributors()' for more information and
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> z <- c(1.351,2.218,2.461,3.028,4.784,4.975,4.607,6.249,4.809,3.157,1.91,2.228,1.594,2.467,2.222,3.607,4.685,4.962,5.77,5.48,5,3.228,1.993,2.288,1.58,2.111,2.192,3.601,4.665,4.876,5.813,5.589,5.331,3.075,2.002,2.306,1.507,1.992,2.487,3.49,4.647,5.594,5.611,5.788,6.204,3.013,1.931,2.549,1.504,2.09,2.702,2.939,4.5,6.208,6.415,5.657,5.964,3.163,1.997,2.422)
> y <- c(9.0,9.1,8.7,8.2,7.9,7.9,9.1,9.4,9.4,9.1,9.0,9.3,9.9,9.8,9.3,8.3,8.0,8.5,10.4,11.1,10.9,10.0,9.2,9.2,9.5,9.6,9.5,9.1,8.9,9.0,10.1,10.3,10.2,9.6,9.2,9.3,9.4,9.4,9.2,9.0,9.0,9.0,9.8,10.0,9.8,9.3,9.0,9.0,9.1,9.1,9.1,9.2,8.8,8.3,8.4,8.1,7.7,7.9,7.9,8.0)
> x <- c(7.8,7.6,7.5,7.6,7.5,7.3,7.6,7.5,7.6,7.9,7.9,8.1,8.2,8.0,7.5,6.8,6.5,6.6,7.6,8.0,8.1,7.7,7.5,7.6,7.8,7.8,7.8,7.5,7.5,7.1,7.5,7.5,7.6,7.7,7.7,7.9,8.1,8.2,8.2,8.2,7.9,7.3,6.9,6.6,6.7,6.9,7.0,7.1,7.2,7.1,6.9,7.0,6.8,6.4,6.7,6.6,6.4,6.3,6.2,6.5)
> par7 = 'Aantal huwelijken'
> par6 = 'Werkloosheid Vrouwen'
> par5 = 'Werkloosheid Mannen'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.23 loaded
Copyright M. P. Wand 1997-2009

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


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/1b10j1259922760.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/2ch501259922760.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/3jbkh1259922760.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/4s3ew1259922760.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/5oj991259922760.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  
      3.705        0.737  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6sw4y1259922760.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]  7.464960  7.543941  7.622922  7.701903  7.780885  7.859866  7.938847
 [8]  8.017828  8.096809  8.175791  8.254772  8.333753  8.412734  8.491716
[15]  8.570697  8.649678  8.728659  8.807641  8.886622  8.965603  9.044584
[22]  9.123566  9.202547  9.281528  9.360509  9.439491  9.518472  9.597453
[29]  9.676434  9.755416  9.834397  9.913378  9.992359 10.071341 10.150322
[36] 10.229303 10.308284 10.387266 10.466247 10.545228 10.624209 10.703191
[43] 10.782172 10.861153 10.940134 11.019115 11.098097 11.177078 11.256059
[50] 11.335040

$yords
 [1] 0.6743836 0.8053475 0.9363115 1.0672754 1.1982393 1.3292033 1.4601672
 [8] 1.5911311 1.7220951 1.8530590 1.9840229 2.1149869 2.2459508 2.3769147
[15] 2.5078787 2.6388426 2.7698066 2.9007705 3.0317344 3.1626984 3.2936623
[22] 3.4246262 3.5555902 3.6865541 3.8175180 3.9484820 4.0794459 4.2104098
[29] 4.3413738 4.4723377 4.6033016 4.7342656 4.8652295 4.9961934 5.1271574
[36] 5.2581213 5.3890853 5.5200492 5.6510131 5.7819771 5.9129410 6.0439049
[43] 6.1748689 6.3058328 6.4367967 6.5677607 6.6987246 6.8296885 6.9606525
[50] 7.0916164

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.571952e-03 5.537414e-03 1.096274e-02 1.996183e-02 3.344200e-02
 [2,] 8.475597e-03 1.841928e-02 3.681612e-02 6.770080e-02 1.145812e-01
 [3,] 2.166368e-02 4.753376e-02 9.595372e-02 1.782676e-01 3.049644e-01
 [4,] 4.296089e-02 9.520415e-02 1.941758e-01 3.646669e-01 6.309989e-01
 [5,] 6.612385e-02 1.480622e-01 3.052852e-01 5.799690e-01 1.015962e+00
 [6,] 7.903218e-02 1.789138e-01 3.732017e-01 7.178539e-01 1.274500e+00
 [7,] 7.339995e-02 1.681182e-01 3.551081e-01 6.923928e-01 1.247694e+00
 [8,] 5.301613e-02 1.229779e-01 2.633553e-01 5.212857e-01 9.551287e-01
 [9,] 2.981683e-02 7.013387e-02 1.525055e-01 3.070304e-01 5.733047e-01
[10,] 1.309257e-02 3.128143e-02 6.921826e-02 1.421076e-01 2.712744e-01
[11,] 4.590122e-03 1.115467e-02 2.520271e-02 5.302775e-02 1.041334e-01
[12,] 1.815052e-03 4.233693e-03 9.530356e-03 2.047975e-02 4.171944e-02
[13,] 3.589292e-03 6.507243e-03 1.209859e-02 2.307795e-02 4.437118e-02
[14,] 1.668150e-02 2.688431e-02 4.280106e-02 6.886738e-02 1.133680e-01
[15,] 6.997898e-02 1.087355e-01 1.620465e-01 2.357563e-01 3.411542e-01
[16,] 2.370963e-01 3.655262e-01 5.330737e-01 7.433733e-01 1.004107e+00
[17,] 6.362897e-01 9.846430e-01 1.433490e+00 1.977760e+00 2.607898e+00
[18,] 1.347227e+00 2.103479e+00 3.083629e+00 4.269822e+00 5.621293e+00
[19,] 2.256060e+00 3.565241e+00 5.287437e+00 7.400168e+00 9.832609e+00
[20,] 3.011362e+00 4.830737e+00 7.275338e+00 1.034410e+01 1.396593e+01
[21,] 3.261610e+00 5.328904e+00 8.182642e+00 1.187572e+01 1.638604e+01
[22,] 2.990992e+00 4.992371e+00 7.841610e+00 1.165777e+01 1.649830e+01
[23,] 2.541035e+00 4.330483e+00 6.946715e+00 1.054970e+01 1.525359e+01
[24,] 2.252194e+00 3.887636e+00 6.303118e+00 9.652985e+00 1.404427e+01
[25,] 2.144819e+00 3.717136e+00 6.027657e+00 9.193431e+00 1.326419e+01
[26,] 1.992957e+00 3.464404e+00 5.615626e+00 8.526856e+00 1.219258e+01
[27,] 1.646920e+00 2.880311e+00 4.688075e+00 7.130230e+00 1.018264e+01
[28,] 1.204371e+00 2.121174e+00 3.473829e+00 5.310597e+00 7.613969e+00
[29,] 8.778464e-01 1.548090e+00 2.535699e+00 3.872445e+00 5.540454e+00
[30,] 7.633055e-01 1.336584e+00 2.167303e+00 3.265110e+00 4.590872e+00
[31,] 7.646546e-01 1.332626e+00 2.143239e+00 3.187882e+00 4.399859e+00
[32,] 7.180274e-01 1.254148e+00 2.017269e+00 2.991882e+00 4.100084e+00
[33,] 5.559510e-01 9.769695e-01 1.579413e+00 2.350790e+00 3.225503e+00
[34,] 3.395447e-01 6.012164e-01 9.788684e-01 1.466178e+00 2.022001e+00
[35,] 1.615095e-01 2.883138e-01 4.731315e-01 7.139785e-01 9.913332e-01
[36,] 5.962212e-02 1.073262e-01 1.775784e-01 2.701185e-01 3.778930e-01
[37,] 1.706449e-02 3.097894e-02 5.168766e-02 7.927217e-02 1.117873e-01
[38,] 3.785542e-03 6.931039e-03 1.166249e-02 1.803663e-02 2.564407e-02
[39,] 6.508367e-04 1.201854e-03 2.039569e-03 3.181046e-03 4.560636e-03
[40,] 8.671842e-05 1.615133e-04 2.764409e-04 4.348357e-04 6.287063e-04
[41,] 8.954462e-06 1.682127e-05 2.903816e-05 4.606804e-05 6.717690e-05
[42,] 7.165606e-07 1.357682e-06 2.363911e-06 3.782520e-06 5.563166e-06
[43,] 4.443777e-08 8.492306e-08 1.491372e-07 2.406937e-07 3.570626e-07
[44,] 2.135677e-09 4.116603e-09 7.291723e-09 1.186984e-08 1.776151e-08
[45,] 7.954306e-11 1.546454e-10 2.762881e-10 4.536487e-10 6.847406e-10
[46,] 2.295895e-12 4.502145e-12 8.113001e-12 1.343663e-11 2.045976e-11
[47,] 5.135523e-14 1.015749e-13 1.846262e-13 3.084612e-13 4.741983e-13
[48,] 8.902291e-16 1.776036e-15 3.256919e-15 5.499676e-15 8.665597e-15
[49,] 1.196021e-17 2.408187e-17 4.476403e-17 7.927117e-17 1.641299e-16
[50,] 1.247301e-19 2.564276e-19 5.277525e-19 1.590911e-18 1.125419e-17
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.157090e-02 7.325912e-02 9.598245e-02 1.162257e-01 1.305593e-01
 [2,] 1.785844e-01 2.565357e-01 3.400870e-01 4.169552e-01 4.744714e-01
 [3,] 4.807147e-01 6.988826e-01 9.384540e-01 1.166434e+00 1.346708e+00
 [4,] 1.006815e+00 1.483009e+00 2.019712e+00 2.549024e+00 2.991565e+00
 [5,] 1.642699e+00 2.454791e+00 3.396277e+00 4.360763e+00 5.214029e+00
 [6,] 2.091135e+00 3.175611e+00 4.472200e+00 5.855464e+00 7.151766e+00
 [7,] 2.080952e+00 3.218026e+00 4.624194e+00 6.191086e+00 7.749052e+00
 [8,] 1.622780e+00 2.561944e+00 3.767511e+00 5.175756e+00 6.665702e+00
 [9,] 9.949563e-01 1.608759e+00 2.430347e+00 3.441608e+00 4.586286e+00
[10,] 4.827083e-01 8.029882e-01 1.253006e+00 1.841388e+00 2.560590e+00
[11,] 1.913866e-01 3.303093e-01 5.374770e-01 8.285382e-01 1.216832e+00
[12,] 8.027740e-02 1.457714e-01 2.500731e-01 4.064929e-01 6.289306e-01
[13,] 8.387872e-02 1.525750e-01 2.632568e-01 4.276455e-01 6.525551e-01
[14,] 1.898684e-01 3.171663e-01 5.161206e-01 8.024148e-01 1.176516e+00
[15,] 4.976422e-01 7.330493e-01 1.078723e+00 1.557571e+00 2.166730e+00
[16,] 1.331376e+00 1.751300e+00 2.295038e+00 2.984843e+00 3.812949e+00
[17,] 3.316311e+00 4.101464e+00 4.965519e+00 5.903868e+00 6.888752e+00
[18,] 7.082932e+00 8.592594e+00 1.008315e+01 1.148028e+01 1.270039e+01
[19,] 1.247450e+01 1.518470e+01 1.779534e+01 2.011713e+01 2.195630e+01
[20,] 1.800366e+01 2.225648e+01 2.645692e+01 3.027494e+01 3.335007e+01
[21,] 2.160823e+01 2.733885e+01 3.325243e+01 3.888972e+01 4.369394e+01
[22,] 2.233617e+01 2.902217e+01 3.623215e+01 4.342846e+01 4.988689e+01
[23,] 2.109619e+01 2.798822e+01 3.564191e+01 4.351030e+01 5.079687e+01
[24,] 1.950968e+01 2.596521e+01 3.314709e+01 4.055109e+01 4.742942e+01
[25,] 1.820447e+01 2.387476e+01 3.000023e+01 3.613494e+01 4.166006e+01
[26,] 1.650973e+01 2.127950e+01 2.620865e+01 3.090568e+01 3.489121e+01
[27,] 1.372654e+01 1.755728e+01 2.140063e+01 2.492703e+01 2.777112e+01
[28,] 1.029163e+01 1.318445e+01 1.608265e+01 1.874090e+01 2.089435e+01
[29,] 7.468584e+00 9.543758e+00 1.162839e+01 1.357237e+01 1.521721e+01
[30,] 6.060366e+00 7.566712e+00 9.009882e+00 1.031491e+01 1.142803e+01
[31,] 5.662480e+00 6.842969e+00 7.838629e+00 8.609810e+00 9.178874e+00
[32,] 5.209037e+00 6.167716e+00 6.860896e+00 7.253420e+00 7.398781e+00
[33,] 4.088795e+00 4.806167e+00 5.270309e+00 5.443960e+00 5.375351e+00
[34,] 2.571243e+00 3.022614e+00 3.299451e+00 3.370448e+00 3.264595e+00
[35,] 1.267725e+00 1.495892e+00 1.634244e+00 1.663490e+00 1.596425e+00
[36,] 4.865763e-01 5.774338e-01 6.332821e-01 6.453564e-01 6.179634e-01
[37,] 1.450250e-01 1.732822e-01 1.911321e-01 1.956027e-01 1.878329e-01
[38,] 3.353365e-02 4.036971e-02 4.483858e-02 4.618198e-02 4.464496e-02
[39,] 6.012805e-03 7.296607e-03 8.167907e-03 8.480445e-03 8.278843e-03
[40,] 8.358649e-04 1.022815e-03 1.154697e-03 1.210145e-03 1.196209e-03
[41,] 9.007476e-05 1.111723e-04 1.266442e-04 1.341292e-04 1.345861e-04
[42,] 7.523951e-06 9.368472e-06 1.077430e-05 1.154469e-05 1.178839e-05
[43,] 4.871344e-07 6.120544e-07 7.109728e-07 7.716361e-07 8.040446e-07
[44,] 2.444567e-08 3.099944e-08 3.639173e-08 4.007187e-08 4.284821e-08
[45,] 9.508468e-10 1.217368e-09 1.446513e-09 1.630323e-09 1.889515e-09
[46,] 2.867609e-11 3.716659e-11 4.558679e-11 6.014560e-11 1.340066e-10
[47,] 6.749847e-13 9.285808e-13 1.584451e-12 5.846082e-12 3.898319e-11
[48,] 1.401438e-14 3.591487e-14 2.132952e-13 1.752802e-12 1.422892e-11
[49,] 7.030777e-16 5.912983e-15 5.605485e-14 5.031157e-13 4.166388e-12
[50,] 1.187835e-16 1.261721e-15 1.246736e-14 1.134135e-13 9.486673e-13
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.369705e-01 1.358118e-01 1.298116e-01 1.230214e-01 1.191128e-01
 [2,] 5.042859e-01 5.060556e-01 4.880542e-01 4.640030e-01 4.473083e-01
 [3,] 1.452761e+00 1.478636e+00 1.442298e+00 1.378758e+00 1.325337e+00
 [4,] 3.282668e+00 3.397263e+00 3.360884e+00 3.239700e+00 3.112385e+00
 [5,] 5.834807e+00 6.157858e+00 6.198929e+00 6.047422e+00 5.827300e+00
 [6,] 8.186623e+00 8.841309e+00 9.093773e+00 9.022921e+00 8.770821e+00
 [7,] 9.107200e+00 1.010927e+01 1.068279e+01 1.085825e+01 1.074644e+01
 [8,] 8.082606e+00 9.278557e+00 1.015523e+01 1.068944e+01 1.092745e+01
 [9,] 5.778501e+00 6.923558e+00 7.943525e+00 8.795418e+00 9.471397e+00
[10,] 3.388245e+00 4.293960e+00 5.248083e+00 6.226280e+00 7.204993e+00
[11,] 1.713429e+00 2.328268e+00 3.070264e+00 3.943366e+00 4.937225e+00
[12,] 9.315744e-01 1.329199e+00 1.836938e+00 2.467532e+00 3.224814e+00
[13,] 9.370168e-01 1.272566e+00 1.647536e+00 2.053517e+00 2.489982e+00
[14,] 1.615129e+00 2.070210e+00 2.479722e+00 2.788364e+00 2.969605e+00
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[48,]  0.074488690  0.15422465  0.29783483  0.53764943  0.9089091  1.4407328
[49,]  0.029003940  0.06269216  0.12692700  0.24098183  0.4292104  0.7168253
[50,]  0.009465777  0.02152568  0.04592063  0.09184681  0.1720106  0.3010706
           [,32]      [,33]     [,34]      [,35]     [,36]     [,37]     [,38]
 [1,]  0.3035955  0.3622530  0.446461  0.5760074  0.765966  1.015669  1.300563
 [2,]  1.0001703  1.1070254  1.225256  1.3992718  1.671261  2.056502  2.523500
 [3,]  2.7074829  2.8697763  2.948650  3.0275395  3.203501  3.540128  4.027043
 [4,]  5.9082198  6.1306700  6.041506  5.7744177  5.513307  5.414546  5.537293
 [5,] 10.2992437 10.5980594 10.251551  9.4438570  8.459740  7.573668  6.949500
 [6,] 14.3103382 14.7105425 14.174655 12.9197637 11.301637  9.680040  8.300521
 [7,] 15.8815522 16.3887075 15.891443 14.6063764 12.887409 11.088531  9.452471
 [8,] 14.1637031 14.7349135 14.505749 13.6575888 12.468755 11.197210  9.997370
 [9,] 10.3263386 10.8735110 10.965126 10.7296894 10.345108  9.951771  9.599609
[10,]  6.5595338  7.0015149  7.275282  7.4616178  7.670252  7.978762  8.393665
[11,]  4.4567319  4.7907309  5.065190  5.3292774  5.677402  6.201962  6.949019
[12,]  4.2528271  4.5641463  4.749953  4.8396758  4.945484  5.219025  5.792152
[13,]  5.1292477  5.4934239  5.586234  5.4232096  5.135335  4.926720  5.004062
[14,]  6.1153733  6.4682179  6.437322  6.0380197  5.405866  4.757581  4.322343
[15,]  7.0382538  7.1546020  6.854565  6.1894442  5.298721  4.375254  3.612853
[16,]  8.7303973  8.3652062  7.572242  6.4930772  5.301311  4.164300  3.212997
[17,] 12.1054458 11.1908537  9.758439  8.0846711  6.425746  4.958734  3.766214
[18,] 16.9386038 15.6587282 13.660357 11.3576517  9.120642  7.178244  5.601483
[19,] 21.5641770 20.2284036 17.943717 15.2134191 12.506502 10.117664  8.135047
[20,] 23.7881564 22.6243392 20.383606 17.5803543 14.723723 12.149147  9.967149
[21,] 22.4019137 21.4742764 19.517242 16.9856015 14.357678 11.965544  9.931580
[22,] 18.1923273 17.4824888 15.919987 13.8652902 11.722116  9.789253  8.193261
[23,] 13.4014308 12.9011359 11.733924 10.1729655  8.549538  7.132542  6.059389
[24,]  9.8941263  9.6090072  8.767522  7.5839786  6.346579  5.317020  4.656594
[25,]  7.8503087  7.7662020  7.179460  6.2646981  5.282937  4.494426  4.081233
[26,]  6.3050336  6.3870415  6.043117  5.4058551  4.691435  4.128342  3.887242
[27,]  4.6150025  4.8414178  4.790340  4.5431892  4.239991  4.030877  4.027563
[28,]  3.0103653  3.3996612  3.712318  3.9811563  4.255980  4.579146  4.966526
[29,]  1.9542553  2.5435434  3.258136  4.0985516  5.036370  6.006818  6.917040
[30,]  1.5219308  2.3154523  3.397029  4.7544325  6.306959  7.903983  9.351676
[31,]  1.4999648  2.4647275  3.825603  5.5688117  7.584457  9.662099 11.525857
[32,]  1.7551073  2.8845872  4.468472  6.4857929  8.804331 11.171759 13.253228
[33,]  2.2951644  3.6533049  5.489055  7.7507088 10.269561 12.755246 14.838085
[34,]  3.0354989  4.7004506  6.848731  9.3708596 12.037517 14.512934 16.411474
[35,]  3.6502235  5.5949782  8.029291 10.7827145 13.557771 15.967697 17.615316
[36,]  3.7480243  5.7770066  8.306320 11.1403507 13.944824 16.298437 17.789488
[37,]  3.2061918  5.0266105  7.338123  9.9745095 12.626405 14.886199 16.343639
[38,]  2.2861191  3.6654798  5.473135  7.6064209  9.835220 11.826094 13.216134
[39,]  1.4325754  2.3125365  3.500094  4.9523186  6.534792  8.025793  9.159251
[40,]  1.0336375  1.5276072  2.177934  2.9749648  3.862295  4.729762  5.428879
[41,]  1.3399149  1.6554583  1.969963  2.2801799  2.580425  2.850746  3.051399
[42,]  2.4048407  2.7648356  2.967179  2.9944646  2.869420  2.640162  2.357445
[43,]  3.9151237  4.4985512  4.787595  4.7326619  4.361703  3.765693  3.063441
[44,]  5.1691236  6.0580103  6.587763  6.6625091  6.282445  5.538021  4.575306
[45,]  5.4966345  6.6424625  7.480909  7.8696632  7.748438  7.151546  6.192775
[46,]  4.7824983  6.0222763  7.098715  7.8438952  8.130605  7.904933  7.201966
[47,]  3.4758105  4.5999803  5.710887  6.6495895  7.254021  7.401597  7.048956
[48,]  2.1424022  2.9875951  3.902595  4.7669057  5.433068  5.764879  5.682049
[49,]  1.1211958  1.6394096  2.236102  2.8385942  3.346291  3.655949  3.695344
[50,]  0.4914181  0.7462999  1.052216  1.3745698  1.660953  1.853776  1.908812
          [,39]     [,40]     [,41]      [,42]      [,43]      [,44]      [,45]
 [1,]  1.572717  1.772669  1.849336  1.7793049  1.5759522  1.2838072  0.9614436
 [2,]  2.991206  3.349430  3.496764  3.3795106  3.0126140  2.4724636  1.8664112
 [3,]  4.567760  5.006645  5.186562  5.0115258  4.4843517  3.7020537  2.8142678
 [4,]  5.814961  6.082800  6.149655  5.8800764  5.2482502  4.3410492  3.3147022
 [5,]  6.594117  6.381018  6.126680  5.6801792  4.9849725  4.0900833  3.1149798
 [6,]  7.240705  6.432681  5.736755  5.0242732  4.2327647  3.3775414  2.5267472
 [7,]  8.069082  6.905237  5.873452  4.8974323  3.9472770  3.0401131  2.2187207
 [8,]  8.903671  7.872186  6.843286  5.7880916  4.7221630  3.6925340  2.7546574
 [9,]  9.249935  8.819174  8.232037  7.4561015  6.5092554  5.4482703  4.3509487
[10,]  8.847787  9.226532  9.404471  9.2775875  8.7868745  7.9340024  6.7867974
[11,]  7.890915  8.920066  9.862952 10.5135445 10.6841660 10.2633506  9.2594263
[12,]  6.720267  7.944065  9.281933 10.4613723 11.1887696 11.2401464 10.5390864
[13,]  5.501803  6.425994  7.634094  8.8605114  9.7868013 10.1388237  9.7767651
[14,]  4.268277  4.647714  5.376375  6.2524507  7.0125999  7.4109663  7.2959090
[15,]  3.154185  3.054857  3.272041  3.6788718  4.1009153  4.3663129  4.3556153
[16,]  2.524625  2.118120  1.959472  1.9741237  2.0650768  2.1354404  2.1116058
[17,]  2.855832  2.193518  1.731056  1.4197869  1.2135803  1.0690418  0.9484720
[18,]  4.351492  3.349835  2.531288  1.8619896  1.3301238  0.9277693  0.6391902
[19,]  6.502208  5.116734  3.905961  2.8513248  1.9699123  1.2813402  0.7847919
[20,]  8.123760  6.510691  5.054587  3.7475868  2.6257556  1.7279001  1.0655437
[21,]  8.214425  6.710152  5.340705  4.0895932  2.9868533  2.0720382  1.3645693
[22,]  6.911599  5.848055  4.907655  4.0367518  3.2250816  2.4872486  1.8430522
[23,]  5.332695  4.863103  4.525428  4.2039341  3.8189626  3.3375642  2.7720308
[24,]  4.397857  4.457836  4.677382  4.8720894  4.8839903  4.6233334  4.0885626
[25,]  4.101885  4.484043  5.051049  5.5746161  5.8421364  5.7201512  5.1914598
[26,]  4.033171  4.509403  5.153999  5.7457663  6.0702318  5.9866486  5.4708913
[27,]  4.269315  4.709806  5.226488  5.6523419  5.8252902  5.6414050  5.0908592
[28,]  5.398389  5.819037  6.143856  6.2757058  6.1318996  5.6755731  4.9370640
[29,]  7.665461  8.161302  8.336530  8.1518063  7.6030840  6.7308133  5.6244680
[30,] 10.458619 11.080188 11.144197 10.6540547  9.6783542  8.3371075  6.7865984
[31,] 12.900772 13.584307 13.493498 12.6726919 11.2676472  9.4839438  7.5454037
[32,] 14.711472 15.301475 14.939998 13.7210872 11.8757666  9.6994747  7.4789617
[33,] 16.156489 16.462307 15.700560 14.0264648 11.7518988  9.2475346  6.8443190
[34,] 17.390153 17.249495 16.002224 13.8762180 11.2461329  8.5222776  6.0439725
[35,] 18.194467 17.580987 15.877123 13.3871167 10.5297391  7.7218606  5.2788130
[36,] 18.129507 17.242575 15.293240 12.6388169  9.7238347  6.9588750  4.6294566
[37,] 16.704284 15.885302 14.046444 11.5403498  8.8027483  6.2292861  4.0867850
[38,] 13.717920 13.215443 11.807573  9.7768816  7.4969870  5.3201620  3.4917700
[39,]  9.699396  9.519851  8.651224  7.2729157  5.6519167  4.0574702  2.6893152
[40,]  5.812093  5.782849  5.333514  4.5513948  3.5888742  2.6123646  1.7541127
[41,]  3.130905  3.046327  2.785311  2.3768408  1.8840002  1.3826697  0.9375355
[42,]  2.056954  1.754814  1.455060  1.1608640  0.8812710  0.6303827  0.4216587
[43,]  2.363923  1.741995  1.232947  0.8410765  0.5531737  0.3497648  0.2114942
[44,]  3.550513  2.592393  1.782740  1.1550210  0.7048378  0.4048606  0.2187244
[45,]  5.031401  3.832474  2.732950  1.8210624  1.1314840  0.6541881  0.3512954
[46,]  6.138821  4.885515  3.622009  2.4959068  1.5953011  0.9440543  0.5164401
[47,]  6.251595  5.151697  3.936451  2.7839776  1.8195621  1.0976447  0.6105370
[48,]  5.191627  4.389471  3.429102  2.4721531  1.6431245  1.0060735  0.5671415
[49,]  3.450587  2.973010  2.361299  1.7275529  1.1635477  0.7211317  0.4111245
[50,]  1.811644  1.583696  1.274426  0.9436547  0.6427221  0.4025645  0.2318284
          [,46]      [,47]      [,48]       [,49]       [,50]
 [1,] 0.6617842 0.41862761 0.24335085 0.129992609 0.063808486
 [2,] 1.2953024 0.82626140 0.48438741 0.260957476 0.129191313
 [3,] 1.9680735 1.26546646 0.74796000 0.406315424 0.202848388
 [4,] 2.3317354 1.50948883 0.89875817 0.492013843 0.247600706
 [5,] 2.1932474 1.42446786 0.85230065 0.469439933 0.237910654
 [6,] 1.7608904 1.13868101 0.68156161 0.377018684 0.192546417
 [7,] 1.5254338 0.98396208 0.59369872 0.334338699 0.175425759
 [8,] 1.9530645 1.31135386 0.83085625 0.494991957 0.276364745
 [9,] 3.2989993 2.36324517 1.59187156 1.003998301 0.590772593
[10,] 5.4687784 4.13083182 2.91301040 1.911621533 1.164500522
[11,] 7.8071366 6.12925188 4.46826032 3.018612007 1.887001417
[12,] 9.1861376 7.42376798 5.55278159 3.839360891 2.451820021
[13,] 8.7402505 7.22793456 5.52202956 3.894157857 2.533413283
[14,] 6.6551010 5.61020012 4.36492509 3.132023852 2.071642951
[15,] 4.0342457 3.45502718 2.73063784 1.989601913 1.335707068
[16,] 1.9601923 1.69207680 1.35170368 0.996769006 0.677593264
[17,] 0.8254135 0.68882550 0.54238581 0.398791219 0.272067497
[18,] 0.4401864 0.30436436 0.20973850 0.141683317 0.092075846
[19,] 0.4551091 0.25260256 0.13618849 0.072395934 0.038290124
[20,] 0.6163805 0.33568763 0.17309469 0.085078954 0.040121325
[21,] 0.8544748 0.50984035 0.29022439 0.157516334 0.081288979
[22,] 1.3061546 0.88067929 0.56169503 0.336913895 0.189041622
[23,] 2.1682369 1.58641623 1.08030323 0.682159200 0.398355319
[24,] 3.3569421 2.54969839 1.78740977 1.154834187 0.687004597
[25,] 4.3504554 3.35955600 2.38815733 1.561735058 0.939182754
[26,] 4.6155911 3.58811721 2.56760659 1.690272956 1.023287779
[27,] 4.2593887 3.29403423 2.35021786 1.545126274 0.935315172
[28,] 4.0115188 3.03072878 2.12203215 1.373767477 0.820972505
[29,] 4.4122054 3.23350402 2.20488898 1.394541812 0.816178499
[30,] 5.1982818 3.73007019 2.49714146 1.554228975 0.896812977
[31,] 5.6589823 3.98706993 2.62913823 1.616831231 0.924334544
[32,] 5.4408382 3.72811206 2.40003584 1.447261703 0.814914759
[33,] 4.7698703 3.13159855 1.93622584 1.126003346 0.614679685
[34,] 4.0166527 2.50508093 1.46823999 0.809510472 0.419995427
[35,] 3.3651439 2.00208337 1.11308023 0.579212869 0.282605754
[36,] 2.8617988 1.64375086 0.87752005 0.435737050 0.201490166
[37,] 2.4842656 1.39861862 0.72908229 0.351897624 0.157296398
[38,] 2.1184128 1.18745180 0.61474597 0.293849692 0.129666077
[39,] 1.6449121 0.92806073 0.48282273 0.231550947 0.102340154
[40,] 1.0858993 0.61950184 0.32558668 0.157593963 0.070236135
[41,] 0.5865134 0.33820660 0.17964833 0.087863342 0.039554492
[42,] 0.2623088 0.15119631 0.08054971 0.039597058 0.017941478
[43,] 0.1215202 0.06592222 0.03356966 0.015970321 0.007070957
[44,] 0.1110576 0.05296832 0.02372138 0.009972496 0.003934422
[45,] 0.1749347 0.08068447 0.03443969 0.013598648 0.004966778
[46,] 0.2608341 0.12150570 0.05216569 0.020629208 0.007511321
[47,] 0.3128757 0.14762936 0.06410750 0.025610806 0.009410193
[48,] 0.2942076 0.14039850 0.06161696 0.024864404 0.009224200
[49,] 0.2155494 0.10390794 0.04604838 0.018758341 0.007023473
[50,] 0.1227310 0.05972417 0.02671280 0.010980830 0.004148365

> 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  
     2.4897       0.1262  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7pj4n1259922760.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] 5.913523 5.966033 6.018542 6.071051 6.123560 6.176070 6.228579 6.281088
 [9] 6.333597 6.386107 6.438616 6.491125 6.543634 6.596144 6.648653 6.701162
[17] 6.753671 6.806181 6.858690 6.911199 6.963708 7.016218 7.068727 7.121236
[25] 7.173745 7.226255 7.278764 7.331273 7.383782 7.436292 7.488801 7.541310
[33] 7.593819 7.646329 7.698838 7.751347 7.803856 7.856366 7.908875 7.961384
[41] 8.013893 8.066403 8.118912 8.171421 8.223930 8.276440 8.328949 8.381458
[49] 8.433967 8.486477

$yords
 [1] 0.6743836 0.8053475 0.9363115 1.0672754 1.1982393 1.3292033 1.4601672
 [8] 1.5911311 1.7220951 1.8530590 1.9840229 2.1149869 2.2459508 2.3769147
[15] 2.5078787 2.6388426 2.7698066 2.9007705 3.0317344 3.1626984 3.2936623
[22] 3.4246262 3.5555902 3.6865541 3.8175180 3.9484820 4.0794459 4.2104098
[29] 4.3413738 4.4723377 4.6033016 4.7342656 4.8652295 4.9961934 5.1271574
[36] 5.2581213 5.3890853 5.5200492 5.6510131 5.7819771 5.9129410 6.0439049
[43] 6.1748689 6.3058328 6.4367967 6.5677607 6.6987246 6.8296885 6.9606525
[50] 7.0916164

$zden
             [,1]       [,2]       [,3]        [,4]        [,5]       [,6]
 [1,] 0.001611136 0.00487700 0.01340203  0.03343398  0.07571975  0.1556829
 [2,] 0.003450021 0.01010619 0.02687531  0.06488202  0.14220229  0.2829521
 [3,] 0.006774033 0.01920270 0.04941770  0.11545599  0.24489306  0.4716124
 [4,] 0.012195895 0.03345679 0.08332396  0.18840184  0.38677027  0.7209652
 [5,] 0.020133963 0.05345245 0.12883642  0.28194756  0.56027232  1.0111229
 [6,] 0.030479613 0.07831370 0.18269671  0.38702172  0.74461022  1.3014957
 [7,] 0.042313836 0.10523037 0.23764177  0.48743026  0.90834483  1.5387676
 [8,] 0.053876573 0.12970690 0.28363212  0.56354813  1.01799070  1.6734586
 [9,] 0.062930079 0.14671064 0.31080489  0.59870817  1.04978330  1.6783686
[10,] 0.067458832 0.15238187 0.31304266  0.58553071  0.99903720  1.5595398
[11,] 0.066419593 0.14552971 0.29041985  0.52894502  0.88209281  1.3536748
[12,] 0.060168648 0.12814162 0.24923253  0.44429224  0.72987020  1.1136641
[13,] 0.050347183 0.10465994 0.19967712  0.35174379  0.57695895  0.8908307
[14,] 0.039322222 0.08050694 0.15262568  0.27038595  0.45258469  0.7238632
[15,] 0.029551396 0.06078033 0.11741706  0.21530200  0.37817195  0.6395140
[16,] 0.023289258 0.04991704 0.10188414  0.19896999  0.37188414  0.6625518
[17,] 0.022863201 0.05254970 0.11448048  0.23565951  0.45627833  0.8268828
[18,] 0.031435208 0.07509321 0.16711761  0.34566739  0.66320807  1.1787812
[19,] 0.053859461 0.12707170 0.27664673  0.55579960  1.03084418  1.7665582
[20,] 0.097013928 0.22094648 0.46294685  0.89347393  1.59063448  2.6170937
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[30,] 0.920447896 1.50301838 2.29829275  3.33211767  4.64788911  6.3262551
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[33,] 0.876666545 1.55915639 2.63753037  4.26009575  6.58791079  9.7653674
[34,] 1.071109228 1.94095806 3.31398825  5.35020951  8.19657000 11.9509909
[35,] 1.383769662 2.49430534 4.20733847  6.67160088  9.99447386 14.2078914
[36,] 1.774477580 3.13779932 5.17609805  8.00870945 11.69029818 16.1847056
[37,] 2.176544081 3.75815318 6.04997593  9.13426477 13.01481209 17.6001577
[38,] 2.515109089 4.24345407 6.68170075  9.87910025 13.80188932 18.3226468
[39,] 2.731470355 4.52011432 6.99511494 10.18473247 14.03428969 18.3964597
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[50,] 0.853234181 1.32146691 1.89612164  2.53222205  3.16556716  3.7288917
            [,7]       [,8]       [,9]     [,10]     [,11]     [,12]     [,13]
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[27,]  9.1815451 10.8384475 12.4674029 14.099145 15.707851 17.152298 18.178092
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[29,]  8.2179961 10.3439032 12.8711442 15.724948 18.637316 21.159940 22.782183
[30,]  8.4820241 11.2176196 14.5344091 18.237090 21.891541 24.890282 26.632601
[31,]  9.5413274 13.0376393 17.2069004 21.709193 25.948036 29.191902 30.809360
[32,] 11.3977230 15.6738070 20.6006255 25.695140 30.231640 33.415189 34.655941
[33,] 13.8646354 18.8035513 24.2598976 29.635046 34.130126 36.959508 37.641584
[34,] 16.6084919 21.9896955 27.6748020 32.995974 37.146495 39.416734 39.476339
[35,] 19.2243915 24.7816332 30.3974388 35.387166 38.994707 40.631496 40.128068
[36,] 21.3341726 26.8199710 32.1362169 36.626536 39.625036 40.680685 39.763004
[37,] 22.6840950 27.9194500 32.8078608 36.750704 39.189421 39.801335 38.652502
[38,] 23.2076650 28.1014755 32.5317830 35.970958 37.966453 38.298408 37.080624
[39,] 23.0224070 27.5577874 31.5639291 34.586084 36.265390 36.453305 35.268586
[40,] 22.3553543 26.5536767 30.1885463 32.874523 34.329723 34.447702 33.323542
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[42,] 20.3642653 23.9190878 26.8765391 28.973248 30.033678 29.981549 28.847907
[43,] 19.1460730 22.3316232 24.9125686 26.677755 27.488217 27.276347 26.059329
[44,] 17.6687109 20.4224058 22.5779809 23.971091 24.494596 24.095093 22.793012
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[46,] 13.6056075 15.3598009 16.5976760 17.234571 17.222128 16.550159 15.269407
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[50,]  4.1675812  4.4475749  4.5540475  4.485852  4.252541  3.877184  3.402219
          [,14]     [,15]     [,16]      [,17]      [,18]      [,19]      [,20]
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[31,] 30.525410 28.564650 25.585842 22.4221809 19.7540632 17.8783563 16.6763638
[32,] 33.824752 31.344161 28.038243 24.7991866 22.2384816 20.4979738 19.2981863
[33,] 36.226763 33.318577 29.842996 26.6686924 24.2738890 22.6265075 21.3167258
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[36,] 37.318009 34.109409 30.907210 28.1841793 25.9785557 23.9821590 21.7866131
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[38,] 34.733337 31.824029 28.850747 26.0770828 23.4977275 20.9397178 18.2328897
[39,] 33.057661 30.269113 27.299553 24.3830047 21.5718118 18.8079850 16.0368148
[40,] 31.220261 28.486876 25.459832 22.3869073 19.4028824 16.5603614 13.8893046
[41,] 29.164637 26.428128 23.328743 20.1532909 17.1183814 14.3606752 11.9527584
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[43,] 23.962955 21.230588 18.194484 15.2101200 12.5770519 10.4756279  8.9397186
[44,] 20.714853 18.106411 15.302923 12.6578071 10.4550533  8.8383329  7.7836523
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[50,]  2.891398  2.421262  2.061082  1.8481931  1.7713301  1.7730883  1.7733968
           [,21]      [,22]      [,23]      [,24]      [,25]      [,26]
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[50,]  1.7037722  1.5352179  1.2861717  1.0087398  0.7632581  0.5951002
           [,27]      [,28]       [,29]       [,30]       [,31]       [,32]
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             [,50]
 [1,] 1.536487e-01
 [2,] 2.620842e-01
 [3,] 4.132244e-01
 [4,] 6.047629e-01
 [5,] 8.268260e-01
 [6,] 1.065769e+00
 [7,] 1.310792e+00
 [8,] 1.558870e+00
 [9,] 1.812899e+00
[10,] 2.071877e+00
[11,] 2.318494e+00
[12,] 2.513796e+00
[13,] 2.605968e+00
[14,] 2.551346e+00
[15,] 2.336601e+00
[16,] 1.988971e+00
[17,] 1.568428e+00
[18,] 1.146640e+00
[19,] 7.845585e-01
[20,] 5.192056e-01
[21,] 3.628692e-01
[22,] 3.104911e-01
[23,] 3.479992e-01
[24,] 4.564572e-01
[25,] 6.115783e-01
[26,] 7.820896e-01
[27,] 9.313554e-01
[28,] 1.024250e+00
[29,] 1.037148e+00
[30,] 9.659064e-01
[31,] 8.270899e-01
[32,] 6.513406e-01
[33,] 4.721959e-01
[34,] 3.157932e-01
[35,] 1.956079e-01
[36,] 1.130290e-01
[37,] 6.166449e-02
[38,] 3.234332e-02
[39,] 1.668408e-02
[40,] 8.639521e-03
[41,] 4.526855e-03
[42,] 2.377126e-03
[43,] 1.224671e-03
[44,] 6.051639e-04
[45,] 2.817958e-04
[46,] 1.222202e-04
[47,] 4.903097e-05
[48,] 1.812173e-05
[49,] 6.157218e-06
[50,] 1.920936e-06

> 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  
     11.192       -1.023  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1b10j1259922760.ps tmp/1b10j1259922760.png")
> system("convert tmp/2ch501259922760.ps tmp/2ch501259922760.png")
> system("convert tmp/3jbkh1259922760.ps tmp/3jbkh1259922760.png")
> system("convert tmp/4s3ew1259922760.ps tmp/4s3ew1259922760.png")
> system("convert tmp/5oj991259922760.ps tmp/5oj991259922760.png")
> system("convert tmp/6sw4y1259922760.ps tmp/6sw4y1259922760.png")
> system("convert tmp/7pj4n1259922760.ps tmp/7pj4n1259922760.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.993   1.327   2.516