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
'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(49.14,44.61,40.22,44.23,45.85,53.38,53.26,51.8,55.3,57.81,63.96,63.77,59.15,56.12,57.42,63.52,61.71,63.01,68.18,72.03,69.75,74.41,74.33,64.24,60.03,59.44,62.5,55.04,58.34,61.92,67.65,67.68,70.3,75.26,71.44,76.36,81.71,92.6,90.6,92.23,94.09,102.79,109.65,124.05,132.69,135.81,116.07,101.42,75.73,55.48,43.8,45.29,44.01,47.48,51.07,57.84,69.04,65.61,72.87,68.41)
> y <- c(10001.60,10411.75,10673.38,10539.51,10723.78,10682.06,10283.19,10377.18,10486.64,10545.38,10554.27,10532.54,10324.31,10695.25,10827.81,10872.48,10971.19,11145.65,11234.68,11333.88,10997.97,11036.89,11257.35,11533.59,11963.12,12185.15,12377.62,12512.89,12631.48,12268.53,12754.80,13407.75,13480.21,13673.28,13239.71,13557.69,13901.28,13200.58,13406.97,12538.12,12419.57,12193.88,12656.63,12812.48,12056.67,11322.38,11530.75,11114.08,9181.73,8614.55,8595.56,8396.20,7690.50,7235.47,7992.12,8398.37,8593.01,8679.75,9374.63,9634.97)
> x <- c(2756.76,2849.27,2921.44,2981.85,3080.58,3106.22,3119.31,3061.26,3097.31,3161.69,3257.16,3277.01,3295.32,3363.99,3494.17,3667.03,3813.06,3917.96,3895.51,3801.06,3570.12,3701.61,3862.27,3970.10,4138.52,4199.75,4290.89,4443.91,4502.64,4356.98,4591.27,4696.96,4621.40,4562.84,4202.52,4296.49,4435.23,4105.18,4116.68,3844.49,3720.98,3674.40,3857.62,3801.06,3504.37,3032.60,3047.03,2962.34,2197.82,2014.45,1862.83,1905.41,1810.99,1670.07,1864.44,2052.02,2029.60,2070.83,2293.41,2443.27)
> 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 2.23 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/1q3i01257516576.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/2nixr1257516576.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/3t9oi1257516576.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/42qfh1257516576.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/55qem1257516576.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  
   4917.933        1.822  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6hdu31257516576.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]  6454.452  6622.367  6790.282  6958.197  7126.113  7294.028  7461.943
 [8]  7629.858  7797.774  7965.689  8133.604  8301.519  8469.435  8637.350
[15]  8805.265  8973.180  9141.095  9309.011  9476.926  9644.841  9812.756
[22]  9980.672 10148.587 10316.502 10484.417 10652.333 10820.248 10988.163
[29] 11156.078 11323.994 11491.909 11659.824 11827.739 11995.655 12163.570
[36] 12331.485 12499.400 12667.315 12835.231 13003.146 13171.061 13338.976
[43] 13506.892 13674.807 13842.722 14010.637 14178.553 14346.468 14514.383
[50] 14682.298

$yords
 [1]  30.74260  33.08025  35.41790  37.75555  40.09320  42.43084  44.76849
 [8]  47.10614  49.44379  51.78144  54.11909  56.45674  58.79439  61.13204
[15]  63.46969  65.80733  68.14498  70.48263  72.82028  75.15793  77.49558
[22]  79.83323  82.17088  84.50853  86.84618  89.18382  91.52147  93.85912
[29]  96.19677  98.53442 100.87207 103.20972 105.54737 107.88502 110.22267
[36] 112.56031 114.89796 117.23561 119.57326 121.91091 124.24856 126.58621
[43] 128.92386 131.26151 133.59916 135.93680 138.27445 140.61210 142.94975
[50] 145.28740

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 8.764312e-06 1.625947e-05 2.663660e-05 3.827398e-05 4.780274e-05
 [2,] 1.225886e-05 2.312083e-05 3.862911e-05 5.701854e-05 7.383881e-05
 [3,] 1.602883e-05 3.074443e-05 5.220418e-05 7.860959e-05 1.046414e-04
 [4,] 1.965626e-05 3.839407e-05 6.622013e-05 1.013428e-04 1.377534e-04
 [5,] 2.278567e-05 4.528875e-05 7.932494e-05 1.231860e-04 1.703028e-04
 [6,] 2.531140e-05 5.098203e-05 9.045893e-05 1.422731e-04 1.995156e-04
 [7,] 2.734277e-05 5.553780e-05 9.936036e-05 1.576407e-04 2.234254e-04
 [8,] 2.889450e-05 5.916098e-05 1.064062e-04 1.695303e-04 2.415671e-04
 [9,] 2.959004e-05 6.150358e-05 1.115846e-04 1.784458e-04 2.546306e-04
[10,] 2.875633e-05 6.140607e-05 1.135136e-04 1.834208e-04 2.625807e-04
[11,] 2.593411e-05 5.757271e-05 1.098053e-04 1.813925e-04 2.628146e-04
[12,] 2.138229e-05 4.974063e-05 9.889724e-05 1.690402e-04 2.509079e-04
[13,] 1.612895e-05 3.932181e-05 8.188339e-05 1.459837e-04 2.243444e-04
[14,] 1.154895e-05 2.895884e-05 6.270618e-05 1.165730e-04 1.863251e-04
[15,] 8.859630e-06 2.142907e-05 4.656686e-05 8.863340e-05 1.461889e-04
[16,] 8.913619e-06 1.880518e-05 3.792792e-05 7.023458e-05 1.159104e-04
[17,] 1.230231e-05 2.234397e-05 3.953381e-05 6.698260e-05 1.053836e-04
[18,] 1.945137e-05 3.277507e-05 5.263974e-05 8.132998e-05 1.196147e-04
[19,] 3.038614e-05 5.027526e-05 7.744882e-05 1.133072e-04 1.587011e-04
[20,] 4.417566e-05 7.376249e-05 1.126774e-04 1.609257e-04 2.190592e-04
[21,] 5.848741e-05 9.995094e-05 1.542382e-04 2.192046e-04 2.938099e-04
[22,] 6.984111e-05 1.232114e-04 1.943635e-04 2.787062e-04 3.718581e-04
[23,] 7.479078e-05 1.370372e-04 2.228353e-04 3.259085e-04 4.375615e-04
[24,] 7.153053e-05 1.367677e-04 2.306703e-04 3.470192e-04 4.736177e-04
[25,] 6.090036e-05 1.219945e-04 2.144423e-04 3.340119e-04 4.674915e-04
[26,] 4.603130e-05 9.694866e-05 1.783356e-04 2.890949e-04 4.179529e-04
[27,] 3.082068e-05 6.847474e-05 1.322990e-04 2.242097e-04 3.368733e-04
[28,] 1.825431e-05 4.292020e-05 8.742267e-05 1.555686e-04 2.443258e-04
[29,] 9.564107e-06 2.388480e-05 5.151117e-05 9.675576e-05 1.599203e-04
[30,] 4.448423e-06 1.186011e-05 2.725704e-05 5.447737e-05 9.573327e-05
[31,] 1.859018e-06 5.340957e-06 1.323584e-05 2.856238e-05 5.431761e-05
[32,] 7.204693e-07 2.271916e-06 6.206807e-06 1.483077e-05 3.135157e-05
[33,] 2.765524e-07 9.857321e-07 3.060119e-06 8.327274e-06 2.000658e-05
[34,] 1.147921e-07 4.733573e-07 1.695283e-06 5.280944e-06 1.434584e-05
[35,] 5.336966e-08 2.524866e-07 1.025944e-06 3.579885e-06 1.074377e-05
[36,] 2.614774e-08 1.380751e-07 6.200870e-07 2.369396e-06 7.717782e-06
[37,] 1.236555e-08 7.137081e-08 3.484562e-07 1.440576e-06 5.053066e-06
[38,] 5.335960e-09 3.332234e-08 1.755959e-07 7.817533e-07 2.945926e-06
[39,] 2.047559e-09 1.377933e-08 7.816486e-08 3.742077e-07 1.514562e-06
[40,] 6.915438e-10 5.007963e-09 3.055601e-08 1.572694e-07 6.839448e-07
[41,] 2.047727e-10 1.595049e-09 1.046643e-08 5.792540e-08 2.708342e-07
[42,] 5.308433e-11 4.447303e-10 3.138713e-09 1.868450e-08 9.398285e-08
[43,] 1.204136e-11 1.085084e-10 8.238208e-10 5.277017e-09 2.857492e-08
[44,] 2.389603e-12 2.316486e-11 1.892455e-10 1.304988e-09 7.613301e-09
[45,] 4.148648e-13 4.327212e-12 3.805174e-11 2.826361e-10 1.778195e-09
[46,] 6.301431e-14 7.073707e-13 6.698402e-12 5.363068e-11 3.643141e-10
[47,] 8.374695e-15 1.012112e-13 1.032661e-12 8.920795e-12 6.553226e-11
[48,] 9.740096e-16 1.267854e-14 1.394870e-13 1.301758e-12 1.036209e-11
[49,] 9.915562e-17 1.391019e-15 1.651862e-14 1.668170e-13 1.442600e-12
[50,] 8.838173e-18 1.337344e-16 1.716512e-15 1.879839e-14 1.771843e-13
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.142351e-05 4.727681e-05 3.692678e-05 2.440483e-05 1.361558e-05
 [2,] 8.312924e-05 8.062537e-05 6.685319e-05 4.712841e-05 2.815259e-05
 [3,] 1.222464e-04 1.241880e-04 1.087351e-04 8.147535e-05 5.201719e-05
 [4,] 1.656747e-04 1.749641e-04 1.607831e-04 1.275236e-04 8.683536e-05
 [5,] 2.095994e-04 2.285837e-04 2.191738e-04 1.832430e-04 1.328235e-04
 [6,] 2.502689e-04 2.804718e-04 2.792925e-04 2.453212e-04 1.890363e-04
 [7,] 2.845675e-04 3.264400e-04 3.364413e-04 3.097754e-04 2.535978e-04
 [8,] 3.107162e-04 3.630531e-04 3.857978e-04 3.715268e-04 3.228690e-04
 [9,] 3.286358e-04 3.882659e-04 4.226826e-04 4.238415e-04 3.899176e-04
[10,] 3.388456e-04 4.015945e-04 4.436173e-04 4.592766e-04 4.443857e-04
[11,] 3.401745e-04 4.028117e-04 4.470068e-04 4.720897e-04 4.752848e-04
[12,] 3.288451e-04 3.902038e-04 4.324726e-04 4.601654e-04 4.754357e-04
[13,] 3.011343e-04 3.611424e-04 4.001185e-04 4.252173e-04 4.445308e-04
[14,] 2.582211e-04 3.159029e-04 3.518798e-04 3.723441e-04 3.892734e-04
[15,] 2.089957e-04 2.618397e-04 2.947129e-04 3.105376e-04 3.217462e-04
[16,] 1.680045e-04 2.138121e-04 2.425612e-04 2.537983e-04 2.579337e-04
[17,] 1.498111e-04 1.896849e-04 2.143190e-04 2.207857e-04 2.168461e-04
[18,] 1.635899e-04 2.035174e-04 2.279419e-04 2.313813e-04 2.189779e-04
[19,] 2.107884e-04 2.602055e-04 2.933375e-04 3.003302e-04 2.823800e-04
[20,] 2.858920e-04 3.537484e-04 4.071528e-04 4.298568e-04 4.157234e-04
[21,] 3.783299e-04 4.690034e-04 5.517119e-04 6.044625e-04 6.102577e-04
[22,] 4.736940e-04 5.853327e-04 6.988397e-04 7.914848e-04 8.353903e-04
[23,] 5.543846e-04 6.805058e-04 8.173384e-04 9.491526e-04 1.043063e-03
[24,] 6.017324e-04 7.344402e-04 8.813717e-04 1.039853e-03 1.182123e-03
[25,] 6.012050e-04 7.334710e-04 8.770803e-04 1.042868e-03 1.217272e-03
[26,] 5.490717e-04 6.750326e-04 8.059666e-04 9.608236e-04 1.143027e-03
[27,] 4.559292e-04 5.703549e-04 6.844179e-04 8.174786e-04 9.852561e-04
[28,] 3.434860e-04 4.420597e-04 5.390187e-04 6.484944e-04 7.898088e-04
[29,] 2.357669e-04 3.163764e-04 3.984161e-04 4.893676e-04 6.045799e-04
[30,] 1.500313e-04 2.138129e-04 2.845864e-04 3.651681e-04 4.636676e-04
[31,] 9.241910e-05 1.433771e-04 2.073353e-04 2.855114e-04 3.797364e-04
[32,] 5.944396e-05 1.026816e-04 1.641303e-04 2.456362e-04 3.456985e-04
[33,] 4.280401e-05 8.239537e-05 1.442580e-04 2.316966e-04 3.424874e-04
[34,] 3.414827e-05 7.177139e-05 1.345260e-04 2.271735e-04 3.480787e-04
[35,] 2.784314e-05 6.274100e-05 1.241402e-04 2.181843e-04 3.443077e-04
[36,] 2.151048e-05 5.161372e-05 1.075657e-04 1.969267e-04 3.206787e-04
[37,] 1.508872e-05 3.855339e-05 8.492658e-05 1.629420e-04 2.757313e-04
[38,] 9.423642e-06 2.569973e-05 6.013044e-05 1.217883e-04 2.160852e-04
[39,] 5.195588e-06 1.516261e-05 3.785248e-05 8.148432e-05 1.529554e-04
[40,] 2.519134e-06 7.885550e-06 2.108548e-05 4.852762e-05 9.717534e-05
[41,] 1.072321e-06 3.607711e-06 1.036709e-05 2.564035e-05 5.518671e-05
[42,] 4.004509e-07 1.450781e-06 4.493919e-06 1.200080e-05 2.795666e-05
[43,] 1.311806e-07 5.127417e-07 1.717300e-06 4.974749e-06 1.262687e-05
[44,] 3.770585e-08 1.593433e-07 5.789443e-07 1.828103e-06 5.088474e-06
[45,] 9.515838e-09 4.358598e-08 1.724344e-07 5.965711e-07 1.832437e-06
[46,] 2.110681e-09 1.050989e-08 4.546796e-08 1.732906e-07 5.907737e-07
[47,] 4.120464e-10 2.238556e-09 1.064140e-08 4.492351e-08 1.707940e-07
[48,] 7.092756e-11 4.222232e-10 2.216949e-09 1.041917e-08 4.431933e-08
[49,] 1.079001e-11 7.072418e-11 4.123218e-10 2.166094e-09 1.032168e-08
[50,] 1.454590e-12 1.055285e-11 6.863417e-11 4.040279e-10 2.154905e-09
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.409799e-06 2.553109e-06 8.685022e-07 2.585852e-07 7.112453e-08
 [2,] 1.424289e-05 6.127463e-06 2.272375e-06 7.514756e-07 2.369051e-07
 [3,] 2.828055e-05 1.317193e-05 5.357557e-06 1.989304e-06 7.270148e-07
 [4,] 5.074623e-05 2.567050e-05 1.153332e-05 4.856715e-06 2.067401e-06
 [5,] 8.348983e-05 4.604155e-05 2.300118e-05 1.104709e-05 5.451103e-06
 [6,] 1.279378e-04 7.716273e-05 4.301729e-05 2.351785e-05 1.326815e-05
 [7,] 1.849570e-04 1.221531e-04 7.586260e-05 4.674188e-05 2.959083e-05
 [8,] 2.536759e-04 1.830972e-04 1.257742e-04 8.604503e-05 5.998256e-05
 [9,] 3.291413e-04 2.582819e-04 1.942169e-04 1.452622e-04 1.097662e-04
[10,] 4.006826e-04 3.392740e-04 2.762420e-04 2.229367e-04 1.805027e-04
[11,] 4.536188e-04 4.107863e-04 3.586127e-04 3.092010e-04 2.661426e-04
[12,] 4.746780e-04 4.552941e-04 4.225993e-04 3.865583e-04 3.519380e-04
[13,] 4.580668e-04 4.606603e-04 4.514080e-04 4.359694e-04 4.185692e-04
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[25,] 2.555711e-05 1.608399e-05 8.492886e-06 3.761218e-06 1.396747e-06
[26,] 4.706646e-05 3.179108e-05 1.803263e-05 8.583081e-06 3.426648e-06
[27,] 7.616298e-05 5.510481e-05 3.353795e-05 1.714522e-05 7.355967e-06
[28,] 1.087741e-04 8.397998e-05 5.472009e-05 3.000615e-05 1.382450e-05
[29,] 1.382361e-04 1.130888e-04 7.855372e-05 4.608841e-05 2.276838e-05
[30,] 1.585919e-04 1.357990e-04 9.977521e-05 6.233504e-05 3.292575e-05
[31,] 1.679990e-04 1.477279e-04 1.132779e-04 7.470686e-05 4.196556e-05
[32,] 1.691372e-04 1.491273e-04 1.169603e-04 8.024269e-05 4.747547e-05
[33,] 1.659573e-04 1.438238e-04 1.126554e-04 7.871302e-05 4.827625e-05
[34,] 1.598156e-04 1.355567e-04 1.042018e-04 7.242419e-05 4.503545e-05
[35,] 1.488135e-04 1.251680e-04 9.438990e-05 6.430369e-05 3.962700e-05
[36,] 1.308248e-04 1.111654e-04 8.355074e-05 5.598597e-05 3.379560e-05
[37,] 1.068833e-04 9.264016e-05 7.073863e-05 4.747571e-05 2.827522e-05
[38,] 8.150098e-05 7.133302e-05 5.586257e-05 3.828647e-05 2.295029e-05
[39,] 5.983746e-05 5.095450e-05 4.054076e-05 2.863488e-05 1.761248e-05
[40,] 4.455624e-05 3.478703e-05 2.713858e-05 1.958299e-05 1.246759e-05
[41,] 3.493775e-05 2.390841e-05 1.723786e-05 1.228871e-05 8.033240e-06
[42,] 2.838657e-05 1.725999e-05 1.093622e-05 7.266927e-06 4.726730e-06
[43,] 2.259862e-05 1.296951e-05 7.262222e-06 4.258145e-06 2.604060e-06
[44,] 1.672169e-05 9.614743e-06 5.039309e-06 2.600146e-06 1.410338e-06
[45,] 1.113608e-05 6.657913e-06 3.474651e-06 1.664375e-06 7.919026e-07
[46,] 6.569449e-06 4.160281e-06 2.250291e-06 1.066287e-06 4.672005e-07
[47,] 3.408655e-06 2.305386e-06 1.319050e-06 6.454593e-07 2.778379e-07
[48,] 1.550943e-06 1.124064e-06 6.866272e-07 3.548294e-07 1.571043e-07
[49,] 6.181066e-07 4.806250e-07 3.146654e-07 1.734992e-07 8.097332e-08
[50,] 2.156943e-07 1.799676e-07 1.264785e-07 7.473732e-08 3.718735e-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  
  -0.366463     0.006307  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7lchl1257516576.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] 1215.441 1295.770 1376.100 1456.430 1536.759 1617.089 1697.418 1777.748
 [9] 1858.077 1938.407 2018.736 2099.066 2179.396 2259.725 2340.055 2420.384
[17] 2500.714 2581.043 2661.373 2741.702 2822.032 2902.362 2982.691 3063.021
[25] 3143.350 3223.680 3304.009 3384.339 3464.668 3544.998 3625.328 3705.657
[33] 3785.987 3866.316 3946.646 4026.975 4107.305 4187.634 4267.964 4348.294
[41] 4428.623 4508.953 4589.282 4669.612 4749.941 4830.271 4910.600 4990.930
[49] 5071.260 5151.589

$yords
 [1]  30.74260  33.08025  35.41790  37.75555  40.09320  42.43084  44.76849
 [8]  47.10614  49.44379  51.78144  54.11909  56.45674  58.79439  61.13204
[15]  63.46969  65.80733  68.14498  70.48263  72.82028  75.15793  77.49558
[22]  79.83323  82.17088  84.50853  86.84618  89.18382  91.52147  93.85912
[29]  96.19677  98.53442 100.87207 103.20972 105.54737 107.88502 110.22267
[36] 112.56031 114.89796 117.23561 119.57326 121.91091 124.24856 126.58621
[43] 128.92386 131.26151 133.59916 135.93680 138.27445 140.61210 142.94975
[50] 145.28740

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.436891e-05 4.519133e-05 7.363278e-05 1.057453e-04 1.342748e-04
 [2,] 3.463744e-05 6.556414e-05 1.089101e-04 1.593272e-04 2.060512e-04
 [3,] 4.593693e-05 8.884470e-05 1.506042e-04 2.246125e-04 2.960045e-04
 [4,] 5.680378e-05 1.123642e-04 1.945662e-04 2.960893e-04 3.978853e-04
 [5,] 6.545316e-05 1.325436e-04 2.346655e-04 3.647226e-04 5.001529e-04
 [6,] 7.025239e-05 1.457451e-04 2.640660e-04 4.195379e-04 5.875803e-04
 [7,] 7.024823e-05 1.493698e-04 2.771381e-04 4.504384e-04 6.447928e-04
 [8,] 6.553588e-05 1.427829e-04 2.713362e-04 4.513697e-04 6.607878e-04
 [9,] 5.731157e-05 1.276727e-04 2.482656e-04 4.225848e-04 6.327597e-04
[10,] 4.759486e-05 1.076930e-04 2.134717e-04 3.710263e-04 5.676193e-04
[11,] 3.875392e-05 8.756558e-05 1.750648e-04 3.086638e-04 4.805273e-04
[12,] 3.302296e-05 7.202439e-05 1.417842e-04 2.495258e-04 3.910884e-04
[13,] 3.214022e-05 6.495021e-05 1.212216e-04 2.066025e-04 3.187685e-04
[14,] 3.711494e-05 6.882360e-05 1.186250e-04 1.895457e-04 2.790900e-04
[15,] 4.805454e-05 8.440589e-05 1.362687e-04 2.034195e-04 2.813618e-04
[16,] 6.400918e-05 1.105082e-04 1.731275e-04 2.481858e-04 3.277530e-04
[17,] 8.289756e-05 1.438545e-04 2.247050e-04 3.185384e-04 4.131058e-04
[18,] 1.016659e-04 1.792466e-04 2.831949e-04 4.040910e-04 5.251868e-04
[19,] 1.168038e-04 2.102891e-04 3.383740e-04 4.903729e-04 6.457211e-04
[20,] 1.251731e-04 2.307302e-04 3.794723e-04 5.611133e-04 7.528717e-04
[21,] 1.248952e-04 2.360977e-04 3.977439e-04 6.017339e-04 8.254010e-04
[22,] 1.159258e-04 2.250143e-04 3.888975e-04 6.031237e-04 8.477288e-04
[23,] 1.000452e-04 1.995943e-04 3.543543e-04 5.642345e-04 8.141639e-04
[24,] 8.025087e-05 1.647049e-04 3.007072e-04 4.922866e-04 7.304728e-04
[25,] 5.981845e-05 1.263998e-04 2.375618e-04 4.003774e-04 6.119311e-04
[26,] 4.142660e-05 9.019375e-05 1.746750e-04 3.034664e-04 4.785637e-04
[27,] 2.665318e-05 5.983645e-05 1.195348e-04 2.143792e-04 3.495196e-04
[28,] 1.593280e-05 3.691514e-05 7.616205e-05 1.412561e-04 2.387124e-04
[29,] 8.854674e-06 2.119808e-05 4.524744e-05 8.701091e-05 1.529961e-04
[30,] 4.584713e-06 1.136491e-05 2.517516e-05 5.042354e-05 9.284464e-05
[31,] 2.226908e-06 5.742816e-06 1.328851e-05 2.796860e-05 5.453975e-05
[32,] 1.036787e-06 2.813322e-06 6.898111e-06 1.551726e-05 3.262329e-05
[33,] 4.916138e-07 1.438115e-06 3.833178e-06 9.434116e-06 2.173630e-05
[34,] 2.693480e-07 8.749799e-07 2.587394e-06 7.014015e-06 1.755338e-05
[35,] 1.920583e-07 6.905231e-07 2.226148e-06 6.461199e-06 1.697531e-05
[36,] 1.702034e-07 6.531652e-07 2.215252e-06 6.668971e-06 1.792628e-05
[37,] 1.625560e-07 6.484778e-07 2.268282e-06 6.987210e-06 1.906250e-05
[38,] 1.524127e-07 6.260091e-07 2.245338e-06 7.060047e-06 1.955846e-05
[39,] 1.351399e-07 5.702655e-07 2.096406e-06 6.736071e-06 1.899898e-05
[40,] 1.118864e-07 4.851035e-07 1.829393e-06 6.017208e-06 1.732500e-05
[41,] 8.612927e-08 3.838913e-07 1.486585e-06 5.013121e-06 1.476727e-05
[42,] 6.154974e-08 2.821772e-07 1.123002e-06 3.887467e-06 1.173610e-05
[43,] 4.080472e-08 1.925038e-07 7.878861e-07 2.802406e-06 8.682244e-06
[44,] 2.508699e-08 1.218322e-07 5.130642e-07 1.876445e-06 5.972044e-06
[45,] 1.430028e-08 7.150856e-08 3.099703e-07 1.166326e-06 3.816204e-06
[46,] 7.556721e-09 3.891651e-08 1.736900e-07 6.726550e-07 2.264057e-06
[47,] 3.701414e-09 1.963458e-08 9.024803e-08 3.598418e-07 1.246488e-06
[48,] 1.680401e-09 9.182708e-09 4.347460e-08 1.785139e-07 6.366234e-07
[49,] 7.070396e-10 3.980560e-09 1.941395e-08 8.210972e-08 3.015482e-07
[50,] 2.757029e-10 1.599242e-09 8.035855e-09 3.501226e-08 1.324418e-07
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.512182e-04 1.515076e-04 1.355386e-04 1.088595e-04 7.930561e-05
 [2,] 2.365042e-04 2.419304e-04 2.216188e-04 1.829914e-04 1.377068e-04
 [3,] 3.463440e-04 3.617015e-04 3.391952e-04 2.878555e-04 2.237057e-04
 [4,] 4.747662e-04 5.062351e-04 4.859333e-04 4.237376e-04 3.399781e-04
 [5,] 6.089262e-04 6.630821e-04 6.514846e-04 5.836231e-04 4.832820e-04
 [6,] 7.303577e-04 8.124891e-04 8.171362e-04 7.519023e-04 6.423929e-04
 [7,] 8.187897e-04 9.309142e-04 9.584764e-04 9.057967e-04 7.981688e-04
 [8,] 8.577062e-04 9.970066e-04 1.051043e-03 1.019982e-03 9.266695e-04
 [9,] 8.397502e-04 9.981994e-04 1.077437e-03 1.073453e-03 1.005054e-03
[10,] 7.697783e-04 9.353710e-04 1.033313e-03 1.056312e-03 1.018506e-03
[11,] 6.642264e-04 8.235836e-04 9.297702e-04 9.737984e-04 9.655693e-04
[12,] 5.470467e-04 6.885512e-04 7.910906e-04 8.458066e-04 8.596409e-04
[13,] 4.439115e-04 5.603231e-04 6.487897e-04 7.021329e-04 7.260278e-04
[14,] 3.768084e-04 4.666174e-04 5.343674e-04 5.754489e-04 5.958848e-04
[15,] 3.604300e-04 4.278280e-04 4.732188e-04 4.946152e-04 4.995066e-04
[16,] 4.005247e-04 4.543990e-04 4.809684e-04 4.801134e-04 4.611286e-04
[17,] 4.935285e-04 5.460206e-04 5.620089e-04 5.418354e-04 4.959977e-04
[18,] 6.268374e-04 6.917560e-04 7.092587e-04 6.783208e-04 6.090682e-04
[19,] 7.797903e-04 8.708066e-04 9.044938e-04 8.765100e-04 7.942056e-04
[20,] 9.260653e-04 1.054507e-03 1.119606e-03 1.112028e-03 1.033509e-03
[21,] 1.038075e-03 1.210417e-03 1.319825e-03 1.351056e-03 1.297623e-03
[22,] 1.092934e-03 1.308604e-03 1.469586e-03 1.555013e-03 1.548607e-03
[23,] 1.078311e-03 1.328762e-03 1.540294e-03 1.688112e-03 1.746330e-03
[24,] 9.958331e-04 1.265650e-03 1.517643e-03 1.726004e-03 1.857447e-03
[25,] 8.604102e-04 1.130457e-03 1.405537e-03 1.662351e-03 1.864106e-03
[26,] 6.955464e-04 9.472302e-04 1.224702e-03 1.510426e-03 1.768805e-03
[27,] 5.265095e-04 7.457171e-04 1.006359e-03 1.298857e-03 1.593195e-03
[28,] 3.740355e-04 5.534572e-04 7.834838e-04 1.063204e-03 1.371270e-03
[29,] 2.506713e-04 3.900053e-04 5.830329e-04 8.367747e-04 1.139823e-03
[30,] 1.603794e-04 2.647876e-04 4.215616e-04 6.439162e-04 9.298679e-04
[31,] 1.005953e-04 1.783150e-04 3.048220e-04 4.973865e-04 7.616060e-04
[32,] 6.523891e-05 1.252761e-04 2.302228e-04 3.994069e-04 6.434975e-04
[33,] 4.736153e-05 9.782760e-05 1.903387e-04 3.447497e-04 5.742659e-04
[34,] 4.076589e-05 8.798447e-05 1.759609e-04 3.241049e-04 5.460551e-04
[35,] 4.060265e-05 8.881161e-05 1.780015e-04 3.266422e-04 5.473559e-04
[36,] 4.331649e-05 9.470901e-05 1.883286e-04 3.415357e-04 5.651522e-04
[37,] 4.637047e-05 1.012934e-04 2.000104e-04 3.587869e-04 5.864177e-04
[38,] 4.803057e-05 1.052834e-04 2.074610e-04 3.698385e-04 5.993661e-04
[39,] 4.729095e-05 1.045499e-04 2.067444e-04 3.682887e-04 5.947409e-04
[40,] 4.386939e-05 9.825634e-05 1.959774e-04 3.506770e-04 5.671072e-04
[41,] 3.815141e-05 8.688968e-05 1.755576e-04 3.170160e-04 5.157781e-04
[42,] 3.100736e-05 7.202268e-05 1.479373e-04 2.706681e-04 4.448839e-04
[43,] 2.350105e-05 5.580350e-05 1.168676e-04 2.173828e-04 3.622878e-04
[44,] 1.658440e-05 4.033202e-05 8.632418e-05 1.637069e-04 2.775196e-04
[45,] 1.088426e-05 2.714926e-05 5.949944e-05 1.153102e-04 1.993748e-04
[46,] 6.637543e-06 1.700084e-05 3.820795e-05 7.581582e-05 1.340079e-04
[47,] 3.758724e-06 9.894513e-06 2.283113e-05 4.645788e-05 8.410541e-05
[48,] 1.975530e-06 5.348492e-06 1.268315e-05 2.649903e-05 4.921214e-05
[49,] 9.633291e-07 2.683820e-06 6.545455e-06 1.405573e-05 2.681248e-05
[50,] 4.357038e-07 1.249649e-06 3.136363e-06 6.927973e-06 1.358924e-05
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.352549e-05 3.488570e-05 2.341956e-05 1.714226e-05 1.362312e-05
 [2,] 9.645992e-05 6.542745e-05 4.560878e-05 3.441019e-05 2.800648e-05
 [3,] 1.625741e-04 1.146758e-04 8.290752e-05 6.439213e-05 5.362319e-05
 [4,] 2.562235e-04 1.878048e-04 1.406627e-04 1.123476e-04 9.565414e-05
 [5,] 3.775273e-04 2.873166e-04 2.227211e-04 1.827888e-04 1.590311e-04
 [6,] 5.198773e-04 4.104991e-04 3.290803e-04 2.773819e-04 2.465418e-04
 [7,] 6.688323e-04 5.475660e-04 4.537051e-04 3.927035e-04 3.565953e-04
 [8,] 8.036014e-04 6.817450e-04 5.836819e-04 5.188749e-04 4.815446e-04
 [9,] 9.014823e-04 7.921339e-04 7.007351e-04 6.401437e-04 6.076298e-04
[10,] 9.442275e-04 8.589904e-04 7.852851e-04 7.378843e-04 7.171815e-04
[11,] 9.240947e-04 8.697951e-04 8.219748e-04 7.953952e-04 7.927767e-04
[12,] 8.471177e-04 8.237222e-04 8.046350e-04 8.028485e-04 8.220109e-04
[13,] 7.322302e-04 7.326639e-04 7.386798e-04 7.604635e-04 8.010957e-04
[14,] 6.067382e-04 6.184971e-04 6.400418e-04 6.787085e-04 7.359451e-04
[15,] 5.001671e-04 5.079715e-04 5.313510e-04 5.757112e-04 6.405757e-04
[16,] 4.387865e-04 4.273850e-04 4.371577e-04 4.732344e-04 5.337973e-04
[17,] 4.420892e-04 3.986888e-04 3.799553e-04 3.928706e-04 4.356646e-04
[18,] 5.210019e-04 4.373006e-04 3.777136e-04 3.534275e-04 3.647812e-04
[19,] 6.767108e-04 5.507290e-04 4.424031e-04 3.693810e-04 3.366568e-04
[20,] 8.993161e-04 7.369735e-04 5.784602e-04 4.495396e-04 3.625556e-04
[21,] 1.166779e-03 9.826512e-04 7.807125e-04 5.952212e-04 4.481275e-04
[22,] 1.445785e-03 1.262167e-03 1.032557e-03 7.981921e-04 5.916733e-04
[23,] 1.696159e-03 1.539874e-03 1.306184e-03 1.039695e-03 7.827859e-04
[24,] 1.878982e-03 1.776286e-03 1.566456e-03 1.292216e-03 1.002672e-03
[25,] 1.966266e-03 1.937288e-03 1.778419e-03 1.524689e-03 1.227127e-03
[26,] 1.948551e-03 2.003188e-03 1.916241e-03 1.710011e-03 1.431877e-03
[27,] 1.837118e-03 1.973841e-03 1.970025e-03 1.832048e-03 1.598518e-03
[28,] 1.659860e-03 1.867635e-03 1.947540e-03 1.889140e-03 1.718574e-03
[29,] 1.452678e-03 1.714929e-03 1.870257e-03 1.892636e-03 1.793929e-03
[30,] 1.250010e-03 1.548948e-03 1.765709e-03 1.861418e-03 1.833719e-03
[31,] 1.077830e-03 1.397765e-03 1.659620e-03 1.815185e-03 1.849532e-03
[32,] 9.506464e-04 1.279720e-03 1.570612e-03 1.769388e-03 1.851356e-03
[33,] 8.720308e-04 1.202557e-03 1.508454e-03 1.733206e-03 1.845814e-03
[34,] 8.370704e-04 1.164992e-03 1.474931e-03 1.710076e-03 1.836585e-03
[35,] 8.352051e-04 1.159076e-03 1.465685e-03 1.699169e-03 1.825621e-03
[36,] 8.526432e-04 1.172386e-03 1.471810e-03 1.696386e-03 1.813689e-03
[37,] 8.743262e-04 1.189917e-03 1.481056e-03 1.694552e-03 1.799661e-03
[38,] 8.857637e-04 1.196052e-03 1.479192e-03 1.683509e-03 1.779218e-03
[39,] 8.749652e-04 1.176904e-03 1.452090e-03 1.651125e-03 1.744285e-03
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[20,] 1.786554e-04 1.725815e-04 1.591186e-04 1.491797e-04 1.468119e-04
[21,] 2.114836e-04 2.083180e-04 1.944913e-04 1.834003e-04 1.815579e-04
[22,] 2.346199e-04 2.353249e-04 2.223029e-04 2.106182e-04 2.093637e-04
[23,] 2.463313e-04 2.507695e-04 2.391683e-04 2.271352e-04 2.260300e-04
[24,] 2.490223e-04 2.557489e-04 2.451871e-04 2.323616e-04 2.302595e-04
[25,] 2.489971e-04 2.555548e-04 2.445714e-04 2.296328e-04 2.246139e-04
[26,] 2.545243e-04 2.581651e-04 2.446327e-04 2.255683e-04 2.151117e-04
[27,] 2.728219e-04 2.713464e-04 2.532717e-04 2.279874e-04 2.094432e-04
[28,] 3.071370e-04 2.994501e-04 2.758282e-04 2.430255e-04 2.143545e-04
[29,] 3.551353e-04 3.412380e-04 3.125412e-04 2.725111e-04 2.331131e-04
[30,] 4.093116e-04 3.897322e-04 3.577428e-04 3.126697e-04 2.639879e-04
[31,] 4.592981e-04 4.342684e-04 4.012778e-04 3.548026e-04 3.003681e-04
[32,] 4.951451e-04 4.639915e-04 4.317257e-04 3.878550e-04 3.326012e-04
[33,] 5.102478e-04 4.713822e-04 4.401938e-04 4.019920e-04 3.509943e-04
[34,] 5.028017e-04 4.543999e-04 4.231572e-04 3.918118e-04 3.489181e-04
[35,] 4.754021e-04 4.164877e-04 3.832366e-04 3.579214e-04 3.248404e-04
[36,] 4.332793e-04 3.646981e-04 3.277630e-04 3.063220e-04 2.825249e-04
[37,] 3.822046e-04 3.069965e-04 2.659674e-04 2.460329e-04 2.294292e-04
[38,] 3.270312e-04 2.499866e-04 2.061221e-04 1.861118e-04 1.741021e-04
[39,] 2.712686e-04 1.978293e-04 1.537307e-04 1.333073e-04 1.237150e-04
[40,] 2.174302e-04 1.523814e-04 1.111491e-04 9.105846e-05 8.260567e-05
[41,] 1.675605e-04 1.140117e-04 7.830407e-05 5.981009e-05 5.209385e-05
[42,] 1.234673e-04 8.244631e-05 5.382435e-05 3.808529e-05 3.124264e-05
[43,] 8.656306e-05 5.725142e-05 3.599488e-05 2.365283e-05 1.796957e-05
[44,] 5.754586e-05 3.793391e-05 2.327752e-05 1.435564e-05 9.999471e-06
[45,] 3.621941e-05 2.386039e-05 1.444992e-05 8.492149e-06 5.422743e-06
[46,] 2.159876e-05 1.420216e-05 8.551395e-06 4.865600e-06 2.876102e-06
[47,] 1.224112e-05 7.991862e-06 4.799402e-06 2.679076e-06 1.489859e-06
[48,] 6.629013e-06 4.257789e-06 2.546985e-06 1.407328e-06 7.495593e-07
[49,] 3.454423e-06 2.155919e-06 1.277412e-06 7.014583e-07 3.634155e-07
[50,] 1.745134e-06 1.043770e-06 6.066893e-07 3.307588e-07 1.685058e-07
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.678978e-12 1.552329e-12 1.811160e-12 2.371665e-12 2.991900e-12
 [2,] 8.331391e-12 7.366818e-12 8.207719e-12 1.063073e-11 1.361524e-11
 [3,] 3.873470e-11 3.296859e-11 3.493291e-11 4.440815e-11 5.751886e-11
 [4,] 1.684421e-10 1.390388e-10 1.398655e-10 1.731187e-10 2.257016e-10
 [5,] 6.840442e-10 5.518987e-10 5.275138e-10 6.307822e-10 8.231625e-10
 [6,] 2.590628e-09 2.058723e-09 1.875837e-09 2.151870e-09 2.792711e-09
 [7,] 9.139113e-09 7.204359e-09 6.291254e-09 6.885497e-09 8.822597e-09
 [8,] 3.000299e-08 2.360943e-08 1.989494e-08 2.070199e-08 2.598561e-08
 [9,] 9.159004e-08 7.233275e-08 5.927128e-08 5.857940e-08 7.146015e-08
[10,] 2.598305e-07 2.068623e-07 1.661421e-07 1.562032e-07 1.837856e-07
[11,] 6.846771e-07 5.515032e-07 4.374755e-07 3.928224e-07 4.428655e-07
[12,] 1.675256e-06 1.369147e-06 1.080218e-06 9.318899e-07 1.001808e-06
[13,] 3.805088e-06 3.162206e-06 2.496895e-06 2.084674e-06 2.131478e-06
[14,] 8.021587e-06 6.789737e-06 5.394068e-06 4.393703e-06 4.272896e-06
[15,] 1.569354e-05 1.354547e-05 1.087518e-05 8.713284e-06 8.082254e-06
[16,] 2.849236e-05 2.509773e-05 2.043782e-05 1.623429e-05 1.443916e-05
[17,] 4.800563e-05 4.317725e-05 3.576784e-05 2.837301e-05 2.437590e-05
[18,] 7.506849e-05 6.896022e-05 5.825130e-05 4.644846e-05 3.888574e-05
[19,] 1.089739e-04 1.022542e-04 8.824586e-05 7.114158e-05 5.859834e-05
[20,] 1.469183e-04 1.408063e-04 1.243469e-04 1.018695e-04 8.337948e-05
[21,] 1.841092e-04 1.801812e-04 1.630492e-04 1.363624e-04 1.120046e-04
[22,] 2.147866e-04 2.145500e-04 1.991923e-04 1.707842e-04 1.421177e-04
[23,] 2.339916e-04 2.383469e-04 2.272902e-04 2.005909e-04 1.706472e-04
[24,] 2.394563e-04 2.482481e-04 2.433740e-04 2.219608e-04 1.946666e-04
[25,] 2.327790e-04 2.446111e-04 2.465738e-04 2.332445e-04 2.124245e-04
[26,] 2.192568e-04 2.316337e-04 2.396364e-04 2.357132e-04 2.240615e-04
[27,] 2.063078e-04 2.160366e-04 2.280060e-04 2.331147e-04 2.315630e-04
[28,] 2.010191e-04 2.047516e-04 2.177824e-04 2.301049e-04 2.378110e-04
[29,] 2.077081e-04 2.025326e-04 2.134242e-04 2.302223e-04 2.450753e-04
[30,] 2.263602e-04 2.103926e-04 2.161726e-04 2.343401e-04 2.536556e-04
[31,] 2.524752e-04 2.253800e-04 2.237958e-04 2.403190e-04 2.614016e-04
[32,] 2.783862e-04 2.416747e-04 2.316427e-04 2.439844e-04 2.644344e-04
[33,] 2.956327e-04 2.525496e-04 2.344665e-04 2.409247e-04 2.587732e-04
[34,] 2.976060e-04 2.525089e-04 2.282600e-04 2.282630e-04 2.420873e-04
[35,] 2.815466e-04 2.389054e-04 2.114621e-04 2.056688e-04 2.147425e-04
[36,] 2.491896e-04 2.125478e-04 1.852253e-04 1.753125e-04 1.797096e-04
[37,] 2.058857e-04 1.771736e-04 1.528075e-04 1.409658e-04 1.414956e-04
[38,] 1.586550e-04 1.380783e-04 1.184326e-04 1.067508e-04 1.046879e-04
[39,] 1.140289e-04 1.004797e-04 8.607871e-05 7.605761e-05 7.275872e-05
[40,] 7.649969e-05 6.822694e-05 5.858742e-05 5.094105e-05 4.750737e-05
[41,] 4.798833e-05 4.321946e-05 3.729956e-05 3.204657e-05 2.915023e-05
[42,] 2.822931e-05 2.555182e-05 2.219301e-05 1.891846e-05 1.681197e-05
[43,] 1.564108e-05 1.411496e-05 1.233410e-05 1.047033e-05 9.113735e-06
[44,] 8.213461e-06 7.301064e-06 6.402261e-06 5.427454e-06 4.642691e-06
[45,] 4.120383e-06 3.548633e-06 3.105392e-06 2.632965e-06 2.221385e-06
[46,] 1.992602e-06 1.629168e-06 1.409449e-06 1.194762e-06 9.976109e-07
[47,] 9.367862e-07 7.115185e-07 6.001156e-07 5.070834e-07 4.201945e-07
[48,] 4.305425e-07 2.981968e-07 2.406847e-07 2.014242e-07 1.658785e-07
[49,] 1.936097e-07 1.210280e-07 9.147054e-08 7.500299e-08 6.134641e-08
[50,] 8.484926e-08 4.792812e-08 3.320128e-08 2.625823e-08 2.125518e-08
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 3.373323e-12 3.313711e-12 2.814507e-12 2.062365e-12 1.302961e-12
 [2,] 1.574437e-11 1.591304e-11 1.391924e-11 1.050676e-11 6.838462e-12
 [3,] 6.812874e-11 7.082052e-11 6.378913e-11 4.959936e-11 3.325712e-11
 [4,] 2.733684e-10 2.921170e-10 2.708975e-10 2.169659e-10 1.498695e-10
 [5,] 1.017352e-09 1.116794e-09 1.066099e-09 8.794601e-10 6.258120e-10
 [6,] 3.512559e-09 3.957750e-09 3.888113e-09 3.303368e-09 2.421476e-09
 [7,] 1.125542e-08 1.300265e-08 1.314148e-08 1.149789e-08 8.682075e-09
 [8,] 3.348814e-08 3.960898e-08 4.116608e-08 3.708616e-08 2.884565e-08
 [9,] 9.257039e-08 1.118982e-07 1.195242e-07 1.108537e-07 8.880885e-08
[10,] 2.379247e-07 2.932535e-07 3.216925e-07 3.070820e-07 2.533744e-07
[11,] 5.691366e-07 7.132126e-07 8.027133e-07 7.884158e-07 6.699109e-07
[12,] 1.268627e-06 1.610551e-06 1.857419e-06 1.876291e-06 1.641519e-06
[13,] 2.639060e-06 3.379205e-06 3.986827e-06 4.139619e-06 3.728133e-06
[14,] 5.132893e-06 6.594099e-06 7.941742e-06 8.469275e-06 7.849117e-06
[15,] 9.354592e-06 1.198302e-05 1.469178e-05 1.607417e-05 1.532289e-05
[16,] 1.601548e-05 2.031528e-05 2.526664e-05 2.831869e-05 2.774732e-05
[17,] 2.583098e-05 3.220898e-05 4.045709e-05 4.635465e-05 4.663714e-05
[18,] 3.936882e-05 4.791071e-05 6.044931e-05 7.060415e-05 7.282873e-05
[19,] 5.687659e-05 6.714648e-05 8.455945e-05 1.002932e-04 1.058305e-04
[20,] 7.812998e-05 8.913681e-05 1.112601e-04 1.333249e-04 1.434540e-04
[21,] 1.023471e-04 1.127954e-04 1.385829e-04 1.667058e-04 1.820632e-04
[22,] 1.282142e-04 1.370221e-04 1.647648e-04 1.974617e-04 2.175334e-04
[23,] 1.540616e-04 1.609341e-04 1.888064e-04 2.236423e-04 2.465872e-04
[24,] 1.782024e-04 1.839247e-04 2.106042e-04 2.448495e-04 2.678411e-04
[25,] 1.993791e-04 2.055641e-04 2.305562e-04 2.619345e-04 2.819404e-04
[26,] 2.171595e-04 2.254700e-04 2.488897e-04 2.760086e-04 2.906531e-04
[27,] 2.320535e-04 2.432628e-04 2.651573e-04 2.873822e-04 2.954539e-04
[28,] 2.451648e-04 2.585830e-04 2.782188e-04 2.951113e-04 2.964775e-04
[29,] 2.573978e-04 2.710329e-04 2.866597e-04 2.974169e-04 2.924828e-04
[30,] 2.685451e-04 2.799463e-04 2.892908e-04 2.926467e-04 2.817804e-04
[31,] 2.767736e-04 2.841028e-04 2.853818e-04 2.801230e-04 2.634604e-04
[32,] 2.789373e-04 2.816908e-04 2.745814e-04 2.603918e-04 2.381308e-04
[33,] 2.717295e-04 2.707700e-04 2.567810e-04 2.348773e-04 2.078036e-04
[34,] 2.531840e-04 2.501643e-04 2.322044e-04 2.053344e-04 1.751544e-04
[35,] 2.237669e-04 2.203419e-04 2.017410e-04 1.735010e-04 1.426978e-04
[36,] 1.864898e-04 1.837437e-04 1.672383e-04 1.410570e-04 1.123113e-04
[37,] 1.460018e-04 1.442946e-04 1.314248e-04 1.097019e-04 8.518249e-05
[38,] 1.071382e-04 1.063036e-04 9.737063e-05 8.110753e-05 6.198170e-05
[39,] 7.361400e-05 7.328376e-05 6.772020e-05 5.667804e-05 4.302315e-05
[40,] 4.734869e-05 4.720388e-05 4.407413e-05 3.725165e-05 2.831986e-05
[41,] 2.851855e-05 2.838915e-05 2.678527e-05 2.293968e-05 1.758207e-05
[42,] 1.609556e-05 1.594003e-05 1.518028e-05 1.319825e-05 1.024879e-05
[43,] 8.519265e-06 8.358792e-06 8.017478e-06 7.080851e-06 5.589502e-06
[44,] 4.232316e-06 4.096549e-06 3.945397e-06 3.537933e-06 2.844794e-06
[45,] 1.974894e-06 1.878089e-06 1.809389e-06 1.645132e-06 1.348724e-06
[46,] 8.659896e-07 8.063041e-07 7.737373e-07 7.117300e-07 5.949414e-07
[47,] 3.569216e-07 3.245186e-07 3.087591e-07 2.864950e-07 2.440013e-07
[48,] 1.382560e-07 1.225690e-07 1.150912e-07 1.073378e-07 9.300876e-08
[49,] 5.031481e-08 4.347998e-08 4.011934e-08 3.745176e-08 3.294883e-08
[50,] 1.719459e-08 1.449523e-08 1.309412e-08 1.217910e-08 1.084955e-08
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 7.096158e-13 3.331337e-13 1.348066e-13 4.702178e-14 1.413780e-14
 [2,] 3.836922e-12 1.855726e-12 7.736469e-13 2.780145e-13 8.611666e-14
 [3,] 1.922386e-11 9.578700e-12 4.114070e-12 1.523116e-12 4.860594e-13
 [4,] 8.924812e-11 4.581413e-11 2.027218e-11 7.732113e-12 2.542092e-12
 [5,] 3.839341e-10 2.030442e-10 9.256078e-11 3.637147e-11 1.231942e-11
 [6,] 1.530441e-09 8.338399e-10 3.916102e-10 1.585344e-10 5.532092e-11
 [7,] 5.652997e-09 3.173034e-09 1.535253e-09 6.403018e-10 2.301899e-10
 [8,] 1.934851e-08 1.118847e-08 5.577093e-09 2.396332e-09 8.875315e-10
 [9,] 6.136569e-08 3.655705e-08 1.877320e-08 8.310172e-09 3.170889e-09
[10,] 1.803517e-07 1.106831e-07 5.855639e-08 2.670400e-08 1.049736e-08
[11,] 4.911813e-07 3.105334e-07 1.692469e-07 7.951502e-08 3.220200e-08
[12,] 1.239673e-06 8.073518e-07 4.532995e-07 2.193985e-07 9.153625e-08
[13,] 2.899638e-06 1.945195e-06 1.125071e-06 5.609682e-07 2.411108e-07
[14,] 6.286298e-06 4.343488e-06 2.587766e-06 1.329158e-06 5.885220e-07
[15,] 1.263371e-05 8.989524e-06 5.516360e-06 2.918576e-06 1.331210e-06
[16,] 2.354316e-05 1.724781e-05 1.089973e-05 5.939606e-06 2.790574e-06
[17,] 4.069853e-05 3.068706e-05 1.996638e-05 1.120457e-05 5.421805e-06
[18,] 6.530775e-05 5.065246e-05 3.391890e-05 1.959653e-05 9.764795e-06
[19,] 9.738451e-05 7.762349e-05 5.346463e-05 3.178805e-05 1.630640e-05
[20,] 1.351743e-04 1.105730e-04 7.825875e-05 4.785185e-05 2.525816e-05
[21,] 1.751186e-04 1.466851e-04 1.065159e-04 6.690898e-05 3.631386e-05
[22,] 2.126017e-04 1.817505e-04 1.350881e-04 8.702805e-05 4.850842e-05
[23,] 2.433238e-04 2.112738e-04 1.601560e-04 1.055425e-04 6.030403e-05
[24,] 2.647064e-04 2.318968e-04 1.783612e-04 1.197662e-04 6.994753e-05
[25,] 2.765762e-04 2.424497e-04 1.878912e-04 1.278437e-04 7.599691e-05
[26,] 2.807027e-04 2.440436e-04 1.889593e-04 1.293317e-04 7.778929e-05
[27,] 2.794378e-04 2.391330e-04 1.834064e-04 1.252021e-04 7.561574e-05
[28,] 2.742751e-04 2.300950e-04 1.736486e-04 1.172651e-04 7.050939e-05
[29,] 2.651927e-04 2.181560e-04 1.615760e-04 1.073368e-04 6.376488e-05
[30,] 2.511080e-04 2.032436e-04 1.479994e-04 9.660575e-05 5.645003e-05
[31,] 2.310375e-04 1.847117e-04 1.328574e-04 8.548781e-05 4.914892e-05
[32,] 2.051540e-04 1.623564e-04 1.159080e-04 7.393867e-05 4.201196e-05
[33,] 1.751042e-04 1.370439e-04 9.738789e-05 6.193040e-05 3.500294e-05
[34,] 1.435100e-04 1.106270e-04 7.823731e-05 4.976802e-05 2.814818e-05
[35,] 1.130729e-04 8.531654e-05 5.984056e-05 3.809420e-05 2.164353e-05
[36,] 8.582802e-05 6.295571e-05 4.352701e-05 2.765433e-05 1.579895e-05
[37,] 6.285165e-05 4.457960e-05 3.015466e-05 1.901485e-05 1.090153e-05
[38,] 4.438536e-05 3.038117e-05 1.996189e-05 1.239942e-05 7.099947e-06
[39,] 3.014488e-05 1.995755e-05 1.267601e-05 7.692915e-06 4.368608e-06
[40,] 1.959814e-05 1.262737e-05 7.745698e-06 4.560718e-06 2.546987e-06
[41,] 1.212759e-05 7.670803e-06 4.559937e-06 2.594619e-06 1.413127e-06
[42,] 7.102215e-06 4.451837e-06 2.582807e-06 1.420644e-06 7.497349e-07
[43,] 3.915978e-06 2.454264e-06 1.402320e-06 7.490905e-07 3.819811e-07
[44,] 2.024353e-06 1.278096e-06 7.260204e-07 3.796062e-07 1.873465e-07
[45,] 9.779775e-07 6.256854e-07 3.563757e-07 1.840944e-07 8.844276e-08
[46,] 4.404959e-07 2.868168e-07 1.649635e-07 8.497307e-08 4.007684e-08
[47,] 1.846739e-07 1.227501e-07 7.168116e-08 3.711843e-08 1.734971e-08
[48,] 7.198431e-08 4.894107e-08 2.913367e-08 1.526614e-08 7.135423e-09
[49,] 2.606968e-08 1.815108e-08 1.104545e-08 5.886376e-09 2.772426e-09
[50,] 8.768577e-09 6.255507e-09 3.898703e-09 2.120831e-09 1.012717e-09

> 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  
  45.035615     0.007226  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1q3i01257516576.ps tmp/1q3i01257516576.png")
> system("convert tmp/2nixr1257516576.ps tmp/2nixr1257516576.png")
> system("convert tmp/3t9oi1257516576.ps tmp/3t9oi1257516576.png")
> system("convert tmp/42qfh1257516576.ps tmp/42qfh1257516576.png")
> system("convert tmp/55qem1257516576.ps tmp/55qem1257516576.png")
> system("convert tmp/6hdu31257516576.ps tmp/6hdu31257516576.png")
> system("convert tmp/7lchl1257516576.ps tmp/7lchl1257516576.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.018   1.313  14.641