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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> z <- c(123.9,124.9,112.7,121.9,100.6,104.3,120.4,107.5,102.9,125.6,107.5,108.8,128.4,121.1,119.5,128.7,108.7,105.5,119.8,111.3,110.6,120.1,97.5,107.7,127.3,117.2,119.8,116.2,111,112.4,130.6,109.1,118.8,123.9,101.6,112.8,128,129.6,125.8,119.5,115.7,113.6,129.7,112,116.8,127,112.1,114.2,121.1,131.6,125,120.4,117.7,117.5,120.6,127.5,112.3,124.5,115.2,105.4)
> y <- c(101.2,100.5,98,106.6,90.1,96.9,125.9,112,100,123.9,79.8,83.4,113.6,112.9,104,109.9,99,106.3,128.9,111.1,102.9,130,87,87.5,117.6,103.4,110.8,112.6,102.5,112.4,135.6,105.1,127.7,137,91,90.5,122.4,123.3,124.3,120,118.1,119,142.7,123.6,129.6,151.6,110.4,99.2,130.5,136.2,129.7,128,121.6,135.8,143.8,147.5,136.2,156.6,123.3,100.4)
> x <- c(110.7,113.1,99.6,93.6,98.6,99.6,114.3,107.8,101.2,112.5,100.5,93.9,116.2,112,106.4,95.7,96,95.8,103,102.2,98.4,111.4,86.6,91.3,107.9,101.8,104.4,93.4,100.1,98.5,112.9,101.4,107.1,110.8,90.3,95.5,111.4,113,107.5,95.9,106.3,105.2,117.2,106.9,108.2,113,97.2,99.9,108.1,118.1,109.1,93.3,112.1,111.8,112.5,116.3,110.3,117.1,103.4,96.2)
> par7 = 'Variable Z'
> par6 = 'Variable Y'
> par5 = 'Variable X'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

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


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/16pji1226602615.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/20ce71226602615.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/3ul8f1226602615.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/4jyiv1226602615.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/5snhq1226602615.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  
    -54.252        1.623  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6ybk61226602615.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]  65.77657  67.91630  70.05603  72.19577  74.33550  76.47523  78.61496
 [8]  80.75469  82.89443  85.03416  87.17389  89.31362  91.45335  93.59308
[15]  95.73282  97.87255 100.01228 102.15201 104.29174 106.43148 108.57121
[22] 110.71094 112.85067 114.99040 117.13013 119.26987 121.40960 123.54933
[29] 125.68906 127.82879 129.96852 132.10826 134.24799 136.38772 138.52745
[36] 140.66718 142.80692 144.94665 147.08638 149.22611 151.36584 153.50557
[43] 155.64531 157.78504 159.92477 162.06450 164.20423 166.34397 168.48370
[50] 170.62343

$yords
 [1]  90.71374  91.68665  92.65956  93.63247  94.60538  95.57829  96.55119
 [8]  97.52410  98.49701  99.46992 100.44283 101.41574 102.38864 103.36155
[15] 104.33446 105.30737 106.28028 107.25319 108.22610 109.19900 110.17191
[22] 111.14482 112.11773 113.09064 114.06355 115.03645 116.00936 116.98227
[29] 117.95518 118.92809 119.90100 120.87390 121.84681 122.81972 123.79263
[36] 124.76554 125.73845 126.71136 127.68426 128.65717 129.63008 130.60299
[43] 131.57590 132.54881 133.52171 134.49462 135.46753 136.44044 137.41335
[50] 138.38626

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.664491e-03 1.751943e-03 1.750896e-03 1.704437e-03 1.690280e-03
 [2,] 2.626245e-03 2.907826e-03 3.024286e-03 2.994946e-03 2.900257e-03
 [3,] 3.780685e-03 4.422537e-03 4.833938e-03 4.972820e-03 4.884931e-03
 [4,] 4.959592e-03 6.142395e-03 7.089474e-03 7.657040e-03 7.799623e-03
 [5,] 5.926823e-03 7.780266e-03 9.504962e-03 1.083477e-02 1.157548e-02
 [6,] 6.453221e-03 8.985197e-03 1.163367e-02 1.403324e-02 1.581501e-02
 [7,] 6.405219e-03 9.464163e-03 1.299700e-02 1.661410e-02 1.980838e-02
 [8,] 5.800210e-03 9.098807e-03 1.326068e-02 1.797926e-02 2.271398e-02
 [9,] 4.797160e-03 7.993183e-03 1.236927e-02 1.779918e-02 2.385005e-02
[10,] 3.628939e-03 6.425954e-03 1.056413e-02 1.614301e-02 2.295844e-02
[11,] 2.515476e-03 4.736593e-03 8.277322e-03 1.343954e-02 2.029870e-02
[12,] 1.601331e-03 3.208677e-03 5.964458e-03 1.029630e-02 1.652516e-02
[13,] 9.387081e-04 2.003244e-03 3.964018e-03 7.280583e-03 1.242456e-02
[14,] 5.082977e-04 1.156329e-03 2.437884e-03 4.767600e-03 8.656780e-03
[15,] 2.551168e-04 6.192800e-04 1.392332e-03 2.901621e-03 5.609796e-03
[16,] 1.191195e-04 3.088346e-04 7.411181e-04 1.647189e-03 3.393166e-03
[17,] 5.194235e-05 1.439414e-04 3.689453e-04 8.751155e-04 1.921977e-03
[18,] 2.124674e-05 6.294763e-05 1.723823e-04 4.364977e-04 1.022440e-03
[19,] 8.207864e-06 2.597238e-05 7.593589e-05 2.051677e-04 5.124078e-04
[20,] 3.035726e-06 1.022061e-05 3.180610e-05 9.147826e-05 2.431686e-04
[21,] 1.107533e-06 3.928870e-06 1.290960e-05 3.926909e-05 1.105352e-04
[22,] 4.215309e-07 1.546904e-06 5.281034e-06 1.675726e-05 4.937696e-05
[23,] 1.791714e-07 6.663972e-07 2.314617e-06 7.506692e-06 2.272057e-05
[24,] 8.700410e-08 3.264109e-07 1.142018e-06 3.731826e-06 1.140266e-05
[25,] 4.579720e-08 1.757756e-07 6.258700e-07 2.071605e-06 6.387951e-06
[26,] 2.421251e-08 9.671933e-08 3.567320e-07 1.216701e-06 3.844381e-06
[27,] 1.219252e-08 5.125727e-08 1.984017e-07 7.076920e-07 2.328829e-06
[28,] 5.692188e-09 2.532705e-08 1.036073e-07 3.898517e-07 1.350134e-06
[29,] 2.434271e-09 1.149357e-08 4.985821e-08 1.987562e-07 7.283604e-07
[30,] 9.487003e-10 4.758939e-09 2.192501e-08 9.278442e-08 3.607357e-07
[31,] 3.362090e-10 1.792748e-09 8.778206e-09 3.947304e-08 1.630205e-07
[32,] 1.082431e-10 6.136880e-10 3.194737e-09 1.527150e-08 6.703603e-08
[33,] 3.164626e-11 1.907911e-10 1.056126e-09 5.367929e-09 2.505202e-08
[34,] 8.400292e-12 5.385717e-11 3.170330e-10 1.713507e-09 8.503414e-09
[35,] 2.024319e-12 1.380238e-11 8.640432e-11 4.966268e-10 2.620841e-09
[36,] 4.428516e-13 3.211186e-12 2.137845e-11 1.306761e-10 7.333753e-10
[37,] 8.794756e-14 6.782136e-13 4.801879e-12 3.121497e-11 1.863036e-10
[38,] 1.585518e-14 1.300323e-13 9.791120e-13 6.768916e-12 4.296461e-11
[39,] 2.594767e-15 2.263168e-14 1.812323e-13 1.332476e-12 8.994707e-12
[40,] 3.854819e-16 3.575702e-15 3.045220e-14 2.381116e-13 1.709408e-12
[41,] 5.198615e-17 5.128426e-16 4.644943e-15 3.862613e-14 2.949068e-13
[42,] 6.364275e-18 6.677052e-17 6.431619e-16 5.688008e-15 4.618520e-14
[43,] 7.072747e-19 7.891570e-18 8.084224e-17 7.603573e-16 6.565981e-15
[44,] 7.135167e-20 8.466795e-19 9.224301e-18 9.226827e-17 8.473717e-16
[45,] 6.534276e-21 8.246164e-20 9.554457e-19 1.016400e-17 9.927181e-17
[46,] 5.432103e-22 7.290582e-21 8.983713e-20 1.016376e-18 1.055736e-17
[47,] 4.099357e-23 5.851264e-22 7.668017e-21 9.226167e-20 1.019208e-18
[48,] 2.808282e-24 4.262991e-23 5.941383e-22 7.602664e-21 8.931970e-20
[49,] 1.746397e-25 2.819398e-24 4.178971e-23 5.687057e-22 7.105742e-21
[50,] 9.858764e-27 1.692683e-25 2.668262e-24 3.861774e-23 5.131557e-22
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.807288e-03 2.151889e-03 2.786966e-03 3.709420e-03 4.827666e-03
 [2,] 2.872491e-03 3.068682e-03 3.629009e-03 4.627335e-03 6.025993e-03
 [3,] 4.710276e-03 4.660678e-03 4.970534e-03 5.829004e-03 7.307601e-03
 [4,] 7.608733e-03 7.312402e-03 7.230143e-03 7.690666e-03 8.929639e-03
 [5,] 1.168877e-02 1.133770e-02 1.087097e-02 1.074293e-02 1.138648e-02
 [6,] 1.673243e-02 1.677127e-02 1.619672e-02 1.551063e-02 1.532241e-02
 [7,] 2.209466e-02 2.317914e-02 2.309448e-02 2.223956e-02 2.129522e-02
 [8,] 2.679579e-02 2.961809e-02 3.085309e-02 3.060670e-02 2.943808e-02
 [9,] 2.980915e-02 3.483496e-02 3.820560e-02 3.958027e-02 3.916365e-02
[10,] 3.043265e-02 3.766923e-02 4.365700e-02 4.757729e-02 4.910268e-02
[11,] 2.855713e-02 3.748098e-02 4.599144e-02 5.292568e-02 5.739820e-02
[12,] 2.468856e-02 3.438331e-02 4.471788e-02 5.444692e-02 6.228894e-02
[13,] 1.972308e-02 2.916182e-02 4.022509e-02 5.187304e-02 6.272444e-02
[14,] 1.460962e-02 2.294417e-02 3.358121e-02 4.589185e-02 5.870904e-02
[15,] 1.007102e-02 1.680749e-02 2.611125e-02 3.782750e-02 5.122139e-02
[16,] 6.483865e-03 1.150447e-02 1.897794e-02 2.915336e-02 4.179445e-02
[17,] 3.911260e-03 7.381702e-03 1.293494e-02 2.107629e-02 3.199751e-02
[18,] 2.216701e-03 4.451631e-03 8.289226e-03 1.433134e-02 2.304840e-02
[19,] 1.183436e-03 2.529048e-03 5.005237e-03 9.184815e-03 1.565376e-02
[20,] 5.975217e-04 1.357749e-03 2.854832e-03 5.559826e-03 1.004341e-02
[21,] 2.878436e-04 6.934457e-04 1.545906e-03 3.191072e-03 6.105715e-03
[22,] 1.350003e-04 3.422708e-04 8.044239e-04 1.752641e-03 3.541660e-03
[23,] 6.412887e-05 1.686412e-04 4.128390e-04 9.402133e-04 1.991516e-03
[24,] 3.260052e-05 8.723032e-05 2.183967e-04 5.113947e-04 1.119360e-03
[25,] 1.838970e-05 4.952192e-05 1.249515e-04 2.957544e-04 6.572044e-04
[26,] 1.127698e-05 3.078415e-05 7.840844e-05 1.868379e-04 4.176059e-04
[27,] 7.080181e-06 1.992231e-05 5.199685e-05 1.262108e-04 2.857740e-04
[28,] 4.307013e-06 1.266964e-05 3.441556e-05 8.648529e-05 2.015329e-04
[29,] 2.454738e-06 7.613025e-06 2.174492e-05 5.726460e-05 1.392493e-04
[30,] 1.288798e-06 4.232577e-06 1.278345e-05 3.552959e-05 9.095292e-05
[31,] 6.184254e-07 2.155330e-06 6.902941e-06 2.032381e-05 5.503664e-05
[32,] 2.702376e-07 1.000549e-06 3.402911e-06 1.063341e-05 3.053776e-05
[33,] 1.073597e-07 4.225007e-07 1.527002e-06 5.069101e-06 1.545900e-05
[34,] 3.874692e-08 1.621184e-07 6.228766e-07 2.197750e-06 7.122147e-06
[35,] 1.269911e-08 5.649845e-08 2.308055e-07 8.658070e-07 2.982592e-06
[36,] 3.778943e-09 1.787861e-08 7.766527e-08 3.097860e-07 1.134647e-06
[37,] 1.020914e-09 5.136528e-09 2.372851e-08 1.006466e-07 3.919870e-07
[38,] 2.503855e-10 1.339727e-09 6.581703e-09 2.968793e-08 1.229570e-07
[39,] 5.574679e-11 3.172190e-10 1.657333e-09 7.950150e-09 3.501591e-08
[40,] 1.126718e-11 6.818514e-11 3.788556e-10 1.932724e-09 9.052866e-09
[41,] 2.067246e-12 1.330466e-11 7.861837e-11 4.265349e-10 2.124726e-09
[42,] 3.443095e-13 2.356671e-12 1.481007e-11 8.545248e-11 4.526986e-10
[43,] 5.205771e-14 3.789433e-13 2.532627e-12 1.554096e-11 8.755902e-11
[44,] 7.144946e-15 5.531308e-14 3.931559e-13 2.565733e-12 1.537359e-11
[45,] 8.902068e-16 7.329256e-15 5.540352e-14 3.845255e-13 2.450367e-12
[46,] 1.006840e-16 8.815970e-16 7.087428e-15 5.231406e-14 3.545424e-13
[47,] 1.033732e-17 9.626278e-17 8.230355e-16 6.460874e-15 4.656783e-14
[48,] 9.634591e-19 9.541677e-18 8.676150e-17 7.243417e-16 5.552449e-15
[49,] 8.151475e-20 8.585570e-19 8.302601e-18 7.371828e-17 6.009857e-16
[50,] 6.260614e-21 7.012804e-20 7.212404e-19 6.810621e-18 5.905070e-17
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.963397e-03 6.887294e-03 7.384020e-03 7.323799e-03 6.708685e-03
 [2,] 7.652820e-03 9.219327e-03 1.038779e-02 1.087221e-02 1.053495e-02
 [3,] 9.303746e-03 1.152589e-02 1.354140e-02 1.488799e-02 1.521718e-02
 [4,] 1.099238e-02 1.367253e-02 1.651868e-02 1.892768e-02 2.031153e-02
 [5,] 1.307032e-02 1.577972e-02 1.916238e-02 2.257363e-02 2.523011e-02
 [6,] 1.616708e-02 1.832073e-02 2.166886e-02 2.567656e-02 2.948983e-02
 [7,] 2.103293e-02 2.207242e-02 2.466161e-02 2.854857e-02 3.299520e-02
 [8,] 2.821900e-02 2.787126e-02 2.906654e-02 3.198538e-02 3.621309e-02
 [9,] 3.768968e-02 3.621244e-02 3.577132e-02 3.704604e-02 4.011628e-02
[10,] 4.855523e-02 4.683918e-02 4.515778e-02 4.461656e-02 4.585659e-02
[11,] 5.912202e-02 5.854187e-02 5.670382e-02 5.490329e-02 5.424921e-02
[12,] 6.732952e-02 6.934376e-02 6.888504e-02 6.708779e-02 6.526500e-02
[13,] 7.142435e-02 7.706932e-02 7.950580e-02 7.935925e-02 7.777821e-02
[14,] 7.055937e-02 8.006653e-02 8.637211e-02 8.938477e-02 8.974384e-02
[15,] 6.503138e-02 7.774462e-02 8.801464e-02 9.504800e-02 9.878501e-02
[16,] 5.607709e-02 7.068774e-02 8.412965e-02 9.512746e-02 1.029521e-01
[17,] 4.538253e-02 6.034461e-02 7.556663e-02 8.961823e-02 1.013182e-01
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[29,] 2.419940e-02 1.663913e-02 1.084826e-02 6.693650e-03 3.900181e-03
[30,] 2.631305e-02 1.832186e-02 1.210262e-02 7.576405e-03 4.489362e-03
[31,] 2.837470e-02 2.002394e-02 1.339347e-02 8.487779e-03 5.094359e-03
[32,] 3.031849e-02 2.173839e-02 1.474788e-02 9.465264e-03 5.747684e-03
[33,] 3.199503e-02 2.339152e-02 1.614991e-02 1.052529e-02 6.476436e-03
[34,] 3.316242e-02 2.481908e-02 1.751410e-02 1.164060e-02 7.285748e-03
[35,] 3.352851e-02 2.577043e-02 1.866824e-02 1.271715e-02 8.138775e-03
[36,] 3.285876e-02 2.597233e-02 1.937470e-02 1.358865e-02 8.941061e-03
[37,] 3.110165e-02 2.524269e-02 1.940615e-02 1.405148e-02 9.546797e-03
[38,] 2.844719e-02 2.359217e-02 1.864773e-02 1.393944e-02 9.799297e-03
[39,] 2.527097e-02 2.124320e-02 1.716419e-02 1.320236e-02 9.594220e-03
[40,] 2.199569e-02 1.854922e-02 1.518488e-02 1.193866e-02 8.930722e-03
[41,] 1.895252e-02 1.586422e-02 1.301474e-02 1.035907e-02 7.917290e-03
[42,] 1.630885e-02 1.343675e-02 1.092630e-02 8.704572e-03 6.728064e-03
[43,] 1.407480e-02 1.137105e-02 9.089046e-03 7.167386e-03 5.537378e-03
[44,] 1.215997e-02 9.650443e-03 7.557056e-03 5.851284e-03 4.468858e-03
[45,] 1.044383e-02 8.191809e-03 6.299551e-03 4.775859e-03 3.578188e-03
[46,] 8.833207e-03 6.901405e-03 5.246727e-03 3.906499e-03 2.865015e-03
[47,] 7.291772e-03 5.714138e-03 4.329777e-03 3.188853e-03 2.297676e-03
[48,] 5.837368e-03 4.608498e-03 3.504884e-03 2.574870e-03 1.836627e-03
[49,] 4.516079e-03 3.598390e-03 2.758721e-03 2.035785e-03 1.449818e-03
[50,] 3.371424e-03 2.711729e-03 2.099181e-03 1.562565e-03 1.118740e-03

> 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  
    79.6144       0.3241  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7cw8j1226602615.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]  81.66812  82.51227  83.35643  84.20059  85.04475  85.88891  86.73307
 [8]  87.57723  88.42138  89.26554  90.10970  90.95386  91.79802  92.64218
[15]  93.48634  94.33049  95.17465  96.01881  96.86297  97.70713  98.55129
[22]  99.39545 100.23960 101.08376 101.92792 102.77208 103.61624 104.46040
[29] 105.30455 106.14871 106.99287 107.83703 108.68119 109.52535 110.36951
[36] 111.21366 112.05782 112.90198 113.74614 114.59030 115.43446 116.27862
[43] 117.12277 117.96693 118.81109 119.65525 120.49941 121.34357 122.18773
[50] 123.03188

$yords
 [1]  90.71374  91.68665  92.65956  93.63247  94.60538  95.57829  96.55119
 [8]  97.52410  98.49701  99.46992 100.44283 101.41574 102.38864 103.36155
[15] 104.33446 105.30737 106.28028 107.25319 108.22610 109.19900 110.17191
[22] 111.14482 112.11773 113.09064 114.06355 115.03645 116.00936 116.98227
[29] 117.95518 118.92809 119.90100 120.87390 121.84681 122.81972 123.79263
[36] 124.76554 125.73845 126.71136 127.68426 128.65717 129.63008 130.60299
[43] 131.57590 132.54881 133.52171 134.49462 135.46753 136.44044 137.41335
[50] 138.38626

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.113400e-02 1.291453e-02 1.367297e-02 1.322640e-02 1.170958e-02
 [2,] 1.336130e-02 1.677969e-02 1.923299e-02 2.013897e-02 1.929371e-02
 [3,] 1.413705e-02 1.922511e-02 2.386129e-02 2.705190e-02 2.805301e-02
 [4,] 1.321735e-02 1.946487e-02 2.616318e-02 3.212078e-02 3.606438e-02
 [5,] 1.095940e-02 1.747267e-02 2.543074e-02 3.381019e-02 4.110538e-02
 [6,] 8.115143e-03 1.398586e-02 2.202304e-02 3.169136e-02 4.170953e-02
 [7,] 5.450866e-03 1.009833e-02 1.714934e-02 2.665915e-02 3.793536e-02
 [8,] 3.458702e-03 6.753449e-03 1.223708e-02 2.042327e-02 3.130069e-02
 [9,] 2.298960e-03 4.462221e-03 8.344746e-03 1.467520e-02 2.395926e-02
[10,] 1.912307e-03 3.329910e-03 5.949930e-03 1.050188e-02 1.774396e-02
[11,] 2.149256e-03 3.235224e-03 5.086327e-03 8.305721e-03 1.368126e-02
[12,] 2.819868e-03 3.961697e-03 5.566820e-03 8.049471e-03 1.208261e-02
[13,] 3.679546e-03 5.209536e-03 7.074894e-03 9.469955e-03 1.285264e-02
[14,] 4.431101e-03 6.566631e-03 9.122918e-03 1.208213e-02 1.561499e-02
[15,] 4.795709e-03 7.557635e-03 1.104073e-02 1.509446e-02 1.959816e-02
[16,] 4.623612e-03 7.800610e-03 1.213036e-02 1.748465e-02 2.356642e-02
[17,] 3.961029e-03 7.175798e-03 1.194421e-02 1.833256e-02 2.608835e-02
[18,] 3.015951e-03 5.874533e-03 1.049349e-02 1.723161e-02 2.610796e-02
[19,] 2.045239e-03 4.284639e-03 8.221861e-03 1.447666e-02 2.344877e-02
[20,] 1.240954e-03 2.794118e-03 5.759103e-03 1.087985e-02 1.887320e-02
[21,] 6.797215e-04 1.641313e-03 3.628127e-03 7.347731e-03 1.365070e-02
[22,] 3.416618e-04 8.807862e-04 2.080351e-03 4.503641e-03 8.943022e-03
[23,] 1.618909e-04 4.422956e-04 1.108953e-03 2.551804e-03 5.390905e-03
[24,] 7.486583e-05 2.148953e-04 5.670962e-04 1.375869e-03 3.069400e-03
[25,] 3.473218e-05 1.042102e-04 2.876045e-04 7.303664e-04 1.707293e-03
[26,] 1.617073e-05 5.085153e-05 1.468833e-04 3.899867e-04 9.524982e-04
[27,] 7.346012e-06 2.441740e-05 7.437551e-05 2.077718e-04 5.327848e-04
[28,] 3.136554e-06 1.111826e-05 3.604328e-05 1.069281e-04 2.905118e-04
[29,] 1.221424e-06 4.646844e-06 1.614650e-05 5.126565e-05 1.488144e-04
[30,] 4.256759e-07 1.744707e-06 6.526317e-06 2.228750e-05 6.951563e-05
[31,] 1.313831e-07 5.813300e-07 2.346579e-06 8.643520e-06 2.906241e-05
[32,] 3.571704e-08 1.707883e-07 7.448705e-07 2.963742e-06 1.076115e-05
[33,] 8.528726e-09 4.409598e-08 2.079262e-07 8.943392e-07 3.509856e-06
[34,] 1.786327e-09 9.989085e-09 5.094055e-08 2.369504e-07 1.005570e-06
[35,] 3.279463e-10 1.983705e-09 1.094243e-08 5.505450e-08 2.527068e-07
[36,] 5.275426e-11 3.452005e-10 2.059883e-09 1.121115e-08 5.566665e-08
[37,] 7.434436e-12 5.262799e-11 3.397353e-10 2.000316e-09 1.074462e-08
[38,] 9.177751e-13 7.028582e-12 4.908557e-11 3.126608e-10 1.816881e-09
[39,] 9.924354e-14 8.222433e-13 6.212316e-12 4.280954e-11 2.691295e-10
[40,] 9.400163e-15 8.425627e-14 6.886920e-13 5.134315e-12 3.492005e-11
[41,] 7.798877e-16 7.562559e-15 6.687479e-14 5.393764e-13 3.968787e-12
[42,] 5.667450e-17 5.945588e-16 5.688006e-15 4.963209e-14 3.950964e-13
[43,] 3.607464e-18 4.094301e-17 4.237571e-16 4.000303e-15 3.445154e-14
[44,] 2.011293e-19 2.469585e-18 2.765243e-17 2.824119e-16 2.631324e-15
[45,] 9.822114e-21 1.304742e-19 1.580543e-18 1.746344e-17 1.760342e-16
[46,] 4.201381e-22 6.037858e-21 7.912924e-20 9.458766e-19 1.031520e-17
[47,] 1.574120e-23 2.447370e-22 3.469974e-21 4.487430e-20 5.294403e-19
[48,] 5.165804e-25 8.689026e-24 1.332816e-22 1.864730e-21 2.380189e-20
[49,] 1.484908e-26 2.702115e-25 4.484102e-24 6.787274e-23 9.372751e-22
[50,] 3.738657e-28 7.360226e-27 1.321403e-25 2.163862e-24 3.232791e-23
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 9.513762e-03 7.125147e-03 4.953097e-03 3.229463e-03 2.004372e-03
 [2,] 1.695358e-02 1.371866e-02 1.028694e-02 7.215532e-03 4.797474e-03
 [3,] 2.666960e-02 2.332805e-02 1.888080e-02 1.426026e-02 1.017170e-02
 [4,] 3.710652e-02 3.510064e-02 3.068194e-02 2.497321e-02 1.913301e-02
 [5,] 4.578259e-02 4.685105e-02 4.425229e-02 3.884446e-02 3.199851e-02
 [6,] 5.028446e-02 5.567410e-02 5.683977e-02 5.383763e-02 4.772469e-02
 [7,] 4.946426e-02 5.922555e-02 6.534629e-02 6.679763e-02 6.375122e-02
 [8,] 4.402879e-02 5.690976e-02 6.777950e-02 7.472192e-02 7.676344e-02
 [9,] 3.610666e-02 5.014634e-02 6.425595e-02 7.621701e-02 8.414993e-02
[10,] 2.815267e-02 4.154717e-02 5.684343e-02 7.215000e-02 8.526980e-02
[11,] 2.198958e-02 3.365864e-02 4.840271e-02 6.503326e-02 8.162610e-02
[12,] 1.851891e-02 2.814881e-02 4.133493e-02 5.766837e-02 7.584991e-02
[13,] 1.797817e-02 2.577748e-02 3.705742e-02 5.210326e-02 7.036305e-02
[14,] 2.022037e-02 2.674943e-02 3.622953e-02 4.949354e-02 6.674566e-02
[15,] 2.466813e-02 3.083620e-02 3.906092e-02 5.048469e-02 6.598141e-02
[16,] 3.009885e-02 3.710752e-02 4.514479e-02 5.528246e-02 6.879143e-02
[17,] 3.470987e-02 4.371213e-02 5.299741e-02 6.312608e-02 7.528105e-02
[18,] 3.669725e-02 4.824359e-02 6.001914e-02 7.178775e-02 8.411159e-02
[19,] 3.507209e-02 4.870883e-02 6.332526e-02 7.795184e-02 9.222959e-02
[20,] 3.014348e-02 4.450245e-02 6.108288e-02 7.859206e-02 9.586918e-02
[21,] 2.330894e-02 3.668581e-02 5.344483e-02 7.250720e-02 9.239156e-02
[22,] 1.631008e-02 2.737502e-02 4.241356e-02 6.093471e-02 8.170562e-02
[23,] 1.046347e-02 1.868356e-02 3.075653e-02 4.683139e-02 6.628047e-02
[24,] 6.298839e-03 1.190005e-02 2.072695e-02 3.336023e-02 4.979690e-02
[25,] 3.675380e-03 7.291639e-03 1.334593e-02 2.257477e-02 3.538564e-02
[26,] 2.141749e-03 4.437855e-03 8.483842e-03 1.498741e-02 2.452327e-02
[27,] 1.255320e-03 2.720749e-03 5.431802e-03 1.000598e-02 1.704544e-02
[28,] 7.234715e-04 1.653185e-03 3.470716e-03 6.705187e-03 1.194534e-02
[29,] 3.952082e-04 9.610171e-04 2.141954e-03 4.381634e-03 8.240565e-03
[30,] 1.981307e-04 5.163533e-04 1.231450e-03 2.690352e-03 5.391533e-03
[31,] 8.923464e-05 2.503330e-04 6.420442e-04 1.506719e-03 3.238833e-03
[32,] 3.566856e-05 1.079717e-04 2.986550e-04 7.553825e-04 1.748607e-03
[33,] 1.257204e-05 4.111711e-05 1.228438e-04 3.354798e-04 8.381180e-04
[34,] 3.894540e-06 1.377052e-05 4.447273e-05 1.312610e-04 3.543157e-04
[35,] 1.058546e-06 4.047873e-06 1.413708e-05 4.511754e-05 1.316681e-04
[36,] 2.522312e-07 1.043312e-06 3.941192e-06 1.360408e-05 4.293629e-05
[37,] 5.266686e-08 2.356621e-07 9.630114e-07 3.595740e-06 1.227548e-05
[38,] 9.634570e-09 4.663820e-08 2.061754e-07 8.327995e-07 3.075575e-06
[39,] 1.543957e-09 8.085606e-09 3.867003e-08 1.689826e-07 6.751277e-07
[40,] 2.167312e-10 1.227927e-09 6.353433e-09 3.003652e-08 1.298268e-07
[41,] 2.664891e-11 1.633455e-10 9.143688e-10 4.676723e-09 2.186931e-08
[42,] 2.870127e-12 1.903301e-11 1.152663e-10 6.378301e-10 3.226871e-09
[43,] 2.707597e-13 1.942540e-12 1.272762e-11 7.619635e-11 4.170586e-10
[44,] 2.237316e-14 1.736575e-13 1.230987e-12 7.973087e-12 4.721475e-11
[45,] 1.619304e-15 1.359800e-14 1.042843e-13 7.307666e-13 4.681874e-12
[46,] 1.026567e-16 9.326423e-16 7.738256e-15 5.866652e-14 4.066514e-13
[47,] 5.700394e-18 5.602916e-17 5.029520e-16 4.125360e-15 3.093753e-14
[48,] 2.772541e-19 2.948280e-18 2.863295e-17 2.540914e-16 2.061609e-15
[49,] 1.181170e-20 1.358891e-19 1.427798e-18 1.370817e-17 1.203342e-16
[50,] 4.407594e-22 5.485999e-21 6.236247e-20 6.477765e-19 6.152169e-18
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.207569e-03 7.236506e-04 4.446134e-04 2.909992e-04 2.115343e-04
 [2,] 3.075975e-03 1.941106e-03 1.234079e-03 8.130210e-04 5.749047e-04
 [3,] 6.958435e-03 4.647531e-03 3.088464e-03 2.084863e-03 1.467703e-03
 [4,] 1.399180e-02 9.924231e-03 6.938871e-03 4.858878e-03 3.471359e-03
 [5,] 2.505209e-02 1.891537e-02 1.397460e-02 1.023363e-02 7.525669e-03
 [6,] 4.005026e-02 3.224694e-02 2.524575e-02 1.943595e-02 1.485572e-02
 [7,] 5.739459e-02 4.934215e-02 4.101350e-02 3.330557e-02 2.662682e-02
 [8,] 7.415908e-02 6.811904e-02 6.018360e-02 5.165188e-02 4.335680e-02
 [9,] 8.715721e-02 8.551281e-02 8.031931e-02 7.290616e-02 6.437443e-02
[10,] 9.441370e-02 9.874948e-02 9.848309e-02 9.448260e-02 8.776574e-02
[11,] 9.605036e-02 1.066228e-01 1.125334e-01 1.138268e-01 1.110420e-01
[12,] 9.393031e-02 1.098476e-01 1.219949e-01 1.295146e-01 1.322082e-01
[13,] 9.040739e-02 1.102394e-01 1.278240e-01 1.415579e-01 1.504472e-01
[14,] 8.727646e-02 1.095014e-01 1.313302e-01 1.506748e-01 1.658271e-01
[15,] 8.568207e-02 1.087192e-01 1.333347e-01 1.572889e-01 1.783377e-01
[16,] 8.660249e-02 1.087925e-01 1.343545e-01 1.613542e-01 1.873534e-01
[17,] 9.086278e-02 1.108669e-01 1.353392e-01 1.631669e-01 1.922584e-01
[18,] 9.827283e-02 1.157816e-01 1.376854e-01 1.640114e-01 1.935777e-01
[19,] 1.067283e-01 1.228058e-01 1.420326e-01 1.654604e-01 1.930814e-01
[20,] 1.124861e-01 1.290390e-01 1.469232e-01 1.676858e-01 1.922916e-01
[21,] 1.118477e-01 1.304659e-01 1.488946e-01 1.685115e-01 1.907237e-01
[22,] 1.031742e-01 1.241412e-01 1.443202e-01 1.644340e-01 1.857703e-01
[23,] 8.780824e-02 1.099394e-01 1.316786e-01 1.529607e-01 1.745883e-01
[24,] 6.931145e-02 9.065476e-02 1.125776e-01 1.344227e-01 1.564131e-01
[25,] 5.161345e-02 7.048500e-02 9.090214e-02 1.119634e-01 1.334376e-01
[26,] 3.729277e-02 5.297108e-02 7.078551e-02 8.986785e-02 1.097364e-01
[27,] 2.693567e-02 3.965606e-02 5.473206e-02 7.142705e-02 8.914261e-02
[28,] 1.967838e-02 3.009171e-02 4.294412e-02 5.762654e-02 7.345693e-02
[29,] 1.428150e-02 2.288025e-02 3.403624e-02 4.730717e-02 6.197151e-02
[30,] 9.929152e-03 1.684554e-02 2.642008e-02 3.849334e-02 5.246197e-02
[31,] 6.386367e-03 1.157360e-02 1.932834e-02 2.985817e-02 4.289266e-02
[32,] 3.708988e-03 7.219973e-03 1.292571e-02 2.134447e-02 3.264449e-02
[33,] 1.917388e-03 4.022122e-03 7.750050e-03 1.374957e-02 2.253337e-02
[34,] 8.754970e-04 1.982605e-03 4.120930e-03 7.877769e-03 1.388772e-02
[35,] 3.516691e-04 8.605403e-04 1.931895e-03 3.985987e-03 7.575858e-03
[36,] 1.240066e-04 3.280698e-04 7.960404e-04 1.774364e-03 3.640642e-03
[37,] 3.834616e-05 1.097121e-04 2.878404e-04 6.935110e-04 1.537328e-03
[38,] 1.039264e-05 3.216192e-05 9.125721e-05 2.377412e-04 5.696413e-04
[39,] 2.467925e-06 8.261779e-06 2.535633e-05 7.144078e-05 1.850786e-04
[40,] 5.134225e-07 1.859375e-06 6.173114e-06 1.881230e-05 5.270464e-05
[41,] 9.356655e-08 3.665887e-07 1.316633e-06 4.340263e-06 1.315152e-05
[42,] 1.493651e-08 6.331176e-08 2.459994e-07 8.772520e-07 2.875258e-06
[43,] 2.088581e-09 9.577899e-09 4.026198e-08 1.553252e-07 5.507002e-07
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[23,] 1.045684e-01 7.577362e-02 5.596571e-02 4.332778e-02 3.551210e-02
[24,] 1.379748e-01 1.000767e-01 7.082068e-02 5.005100e-02 3.628190e-02
[25,] 1.787294e-01 1.353214e-01 9.797645e-02 6.845230e-02 4.684032e-02
[26,] 2.207270e-01 1.768220e-01 1.349667e-01 9.827711e-02 6.852827e-02
[27,] 2.590672e-01 2.191540e-01 1.772869e-01 1.368584e-01 1.006968e-01
[28,] 2.919524e-01 2.585425e-01 2.203229e-01 1.800523e-01 1.406410e-01
[29,] 3.202274e-01 2.939501e-01 2.612573e-01 2.240457e-01 1.846560e-01
[30,] 3.450448e-01 3.259584e-01 2.994134e-01 2.667257e-01 2.296348e-01
[31,] 3.659114e-01 3.545612e-01 3.347551e-01 3.074056e-01 2.738906e-01
[32,] 3.808660e-01 3.780473e-01 3.660688e-01 3.451986e-01 3.164102e-01
[33,] 3.882208e-01 3.939264e-01 3.906741e-01 3.777583e-01 3.553343e-01
[34,] 3.877380e-01 4.006429e-01 4.058311e-01 4.017341e-01 3.873720e-01
[35,] 3.799648e-01 3.981190e-01 4.101966e-01 4.144100e-01 4.088738e-01
[36,] 3.646161e-01 3.866645e-01 4.038028e-01 4.147603e-01 4.174551e-01
[37,] 3.399555e-01 3.656835e-01 3.868409e-01 4.029830e-01 4.125404e-01
[38,] 3.040889e-01 3.338018e-01 3.588617e-01 3.793749e-01 3.945690e-01
[39,] 2.572093e-01 2.905204e-01 3.194523e-01 3.440484e-01 3.641193e-01
[40,] 2.029393e-01 2.379787e-01 2.698127e-01 2.978884e-01 3.221023e-01
[41,] 1.476464e-01 1.813044e-01 2.137592e-01 2.437369e-01 2.707669e-01
[42,] 9.812651e-02 1.271644e-01 1.571989e-01 1.865725e-01 2.143092e-01
[43,] 5.912705e-02 8.141515e-02 1.063260e-01 1.323705e-01 1.583034e-01
[44,] 3.210592e-02 4.724192e-02 6.561465e-02 8.630967e-02 1.082268e-01
[45,] 1.563311e-02 2.469660e-02 3.668481e-02 5.131863e-02 6.794102e-02
[46,] 6.798794e-03 1.157367e-02 1.846994e-02 2.763014e-02 3.886785e-02
[47,] 2.632301e-03 4.842204e-03 8.331208e-03 1.338718e-02 2.012048e-02
[48,] 9.049308e-04 1.802571e-03 3.352444e-03 5.806183e-03 9.365368e-03
[49,] 2.756417e-04 5.954352e-04 1.199269e-03 2.244301e-03 3.898457e-03
[50,] 7.426312e-05 1.741470e-04 3.803313e-04 7.704110e-04 1.444784e-03
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 4.164758e-08 1.535830e-08 5.198012e-09 1.610401e-09 4.559345e-10
 [2,] 2.599782e-07 1.032108e-07 3.767258e-08 1.260171e-08 3.855003e-09
 [3,] 1.426244e-06 6.088343e-07 2.394768e-07 8.644788e-08 2.856518e-08
 [4,] 6.881817e-06 3.154267e-06 1.335686e-06 5.200048e-07 1.855247e-07
 [5,] 2.923289e-05 1.436168e-05 6.539354e-06 2.743520e-06 1.056318e-06
 [6,] 1.094408e-04 5.751275e-05 2.811826e-05 1.270016e-05 5.273671e-06
 [7,] 3.615564e-04 2.027612e-04 1.062548e-04 5.160572e-05 2.309284e-05
 [8,] 1.055563e-03 6.300184e-04 3.531521e-04 1.841654e-04 8.872377e-05
 [9,] 2.727634e-03 1.727552e-03 1.033342e-03 5.775984e-04 2.992191e-04
[10,] 6.249056e-03 4.186588e-03 2.664948e-03 1.593313e-03 8.862568e-04
[11,] 1.271577e-02 8.981719e-03 6.065645e-03 3.869525e-03 2.306965e-03
[12,] 2.302434e-02 1.708943e-02 1.220347e-02 8.283342e-03 5.281901e-03
[13,] 3.717419e-02 2.889704e-02 2.174144e-02 1.565146e-02 1.064742e-02
[14,] 5.364925e-02 4.352688e-02 3.437184e-02 2.614793e-02 1.892085e-02
[15,] 6.942900e-02 5.857091e-02 4.834138e-02 3.870268e-02 2.968526e-02
[16,] 8.093667e-02 7.067437e-02 6.067563e-02 5.088333e-02 4.119818e-02
[17,] 8.555450e-02 7.687635e-02 6.825542e-02 5.962009e-02 5.070279e-02
[18,] 8.276241e-02 7.595556e-02 6.923075e-02 6.254568e-02 5.552236e-02
[19,] 7.412831e-02 6.887938e-02 6.386119e-02 5.913924e-02 5.435971e-02
[20,] 6.227589e-02 5.808580e-02 5.421242e-02 5.088796e-02 4.792392e-02
[21,] 4.974109e-02 4.622639e-02 4.299303e-02 4.038933e-02 3.844977e-02
[22,] 3.853486e-02 3.532090e-02 3.242104e-02 3.009367e-02 2.850612e-02
[23,] 3.044653e-02 2.676487e-02 2.383804e-02 2.154312e-02 1.995183e-02
[24,] 2.750480e-02 2.187659e-02 1.809470e-02 1.544508e-02 1.363585e-02
[25,] 3.202818e-02 2.235622e-02 1.619458e-02 1.228161e-02 9.806227e-03
[26,] 4.608824e-02 3.023446e-02 1.965250e-02 1.290972e-02 8.772421e-03
[27,] 7.061127e-02 4.725842e-02 3.030288e-02 1.875777e-02 1.136560e-02
[28,] 1.046713e-01 7.401162e-02 4.960862e-02 3.149023e-02 1.895743e-02
[29,] 1.456214e-01 1.093599e-01 7.783757e-02 5.227727e-02 3.301452e-02
[30,] 1.902157e-01 1.507839e-01 1.137098e-01 8.109603e-02 5.439799e-02
[31,] 2.359202e-01 1.954963e-01 1.549112e-01 1.166135e-01 8.285726e-02
[32,] 2.811922e-01 2.413731e-01 1.990898e-01 1.568009e-01 1.171275e-01
[33,] 3.244345e-01 2.867324e-01 2.443245e-01 1.996623e-01 1.555036e-01
[34,] 3.628175e-01 3.292196e-01 2.885289e-01 2.432278e-01 1.961843e-01
[35,] 3.924364e-01 3.652086e-01 3.285673e-01 2.848280e-01 2.369088e-01
[36,] 4.098027e-01 3.906711e-01 3.604041e-01 3.207450e-01 2.744286e-01
[37,] 4.131702e-01 4.027699e-01 3.804802e-01 3.471038e-01 3.048792e-01
[38,] 4.024782e-01 4.005808e-01 3.869784e-01 3.613479e-01 3.251551e-01
[39,] 3.783799e-01 3.844363e-01 3.797178e-01 3.627535e-01 3.339722e-01
[40,] 3.417794e-01 3.550329e-01 3.590947e-01 3.515057e-01 3.314013e-01
[41,] 2.944585e-01 3.135667e-01 3.256354e-01 3.276589e-01 3.174505e-01
[42,] 2.399335e-01 2.627065e-01 2.808514e-01 2.914911e-01 2.915728e-01
[43,] 1.833864e-01 2.070867e-01 2.283454e-01 2.450000e-01 2.539772e-01
[44,] 1.304767e-01 1.524968e-01 1.736891e-01 1.927754e-01 2.074167e-01
[45,] 8.578352e-02 1.042390e-01 1.228717e-01 1.410480e-01 1.574077e-01
[46,] 5.173617e-02 6.572662e-02 8.044187e-02 9.554129e-02 1.104033e-01
[47,] 2.841294e-02 3.797602e-02 4.849141e-02 5.971001e-02 7.136750e-02
[48,] 1.410929e-02 1.996607e-02 2.675896e-02 3.430055e-02 4.244192e-02
[49,] 6.294732e-03 9.485641e-03 1.342897e-02 1.802255e-02 2.316379e-02
[50,] 2.509244e-03 4.046126e-03 6.087402e-03 8.609210e-03 1.155642e-02
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.178365e-10 2.778273e-11 5.973178e-12 1.170732e-12 2.091508e-13
 [2,] 1.077037e-09 2.745873e-10 6.384765e-11 1.353568e-11 2.615749e-12
 [3,] 8.625483e-09 2.377570e-09 5.978571e-10 1.370864e-10 2.865570e-11
 [4,] 6.053108e-08 1.803679e-08 4.904329e-09 1.216218e-09 2.749870e-10
 [5,] 3.722735e-07 1.198909e-07 3.524590e-08 9.452385e-09 2.311557e-09
 [6,] 2.006766e-06 6.983196e-07 2.219267e-07 6.435767e-08 1.702156e-08
 [7,] 9.483262e-06 3.564591e-06 1.224365e-06 3.838887e-07 1.098011e-07
 [8,] 3.929548e-05 1.594831e-05 5.919052e-06 2.006234e-06 6.205008e-07
 [9,] 1.428144e-04 6.255253e-05 2.507727e-05 9.186672e-06 3.072022e-06
[10,] 4.554049e-04 2.151279e-04 9.312271e-05 3.686146e-05 1.332526e-05
[11,] 1.274706e-03 6.489210e-04 3.031482e-04 1.296202e-04 5.064383e-05
[12,] 3.133619e-03 1.717447e-03 8.653173e-04 3.995026e-04 1.686611e-04
[13,] 6.770203e-03 3.989914e-03 2.166400e-03 1.079418e-03 4.922526e-04
[14,] 1.286604e-02 8.140937e-03 4.758828e-03 2.557289e-03 1.259235e-03
[15,] 2.152968e-02 1.459896e-02 9.176051e-03 5.313919e-03 2.823897e-03
[16,] 3.176604e-02 2.303008e-02 1.554022e-02 9.688416e-03 5.552806e-03
[17,] 4.139787e-02 3.199625e-02 2.313280e-02 1.550593e-02 9.576900e-03
[18,] 4.776361e-02 3.921056e-02 3.029684e-02 2.179805e-02 1.449277e-02
[19,] 4.894938e-02 4.247514e-02 3.495803e-02 2.693835e-02 1.925355e-02
[20,] 4.477478e-02 4.079829e-02 3.560461e-02 2.929929e-02 2.246989e-02
[21,] 3.682752e-02 3.491258e-02 3.210096e-02 2.809343e-02 2.305927e-02
[22,] 2.754982e-02 2.681717e-02 2.573622e-02 2.380890e-02 2.083901e-02
[23,] 1.907311e-02 1.871516e-02 1.848512e-02 1.791020e-02 1.662271e-02
[24,] 1.256176e-02 1.210816e-02 1.204836e-02 1.204692e-02 1.174977e-02
[25,] 8.314485e-03 7.548672e-03 7.303871e-03 7.347548e-03 7.413843e-03
[26,] 6.333936e-03 4.995889e-03 4.374886e-03 4.200279e-03 4.244882e-03
[27,] 6.907989e-03 4.387089e-03 3.078746e-03 2.496690e-03 2.319943e-03
[28,] 1.089045e-02 6.066206e-03 3.397346e-03 2.050333e-03 1.454890e-03
[29,] 1.956705e-02 1.089448e-02 5.740005e-03 2.926548e-03 1.527740e-03
[30,] 3.416166e-02 2.001645e-02 1.092567e-02 5.566589e-03 2.675939e-03
[31,] 5.524352e-02 3.439104e-02 1.991273e-02 1.069571e-02 5.326442e-03
[32,] 8.244220e-02 5.436156e-02 3.341616e-02 1.907387e-02 1.008027e-02
[33,] 1.146679e-01 7.955767e-02 5.164862e-02 3.122890e-02 1.752052e-02
[34,] 1.504901e-01 1.091031e-01 7.432157e-02 4.732828e-02 2.805415e-02
[35,] 1.880855e-01 1.417029e-01 1.007191e-01 6.717576e-02 4.184609e-02
[36,] 2.247688e-01 1.753239e-01 1.295105e-01 9.009988e-02 5.873846e-02
[37,] 2.569573e-01 2.069196e-01 1.583904e-01 1.146175e-01 7.799121e-02
[38,] 2.812115e-01 2.330151e-01 1.842219e-01 1.382625e-01 9.797046e-02
[39,] 2.956302e-01 2.511098e-01 2.041270e-01 1.581915e-01 1.162950e-01
[40,] 3.000779e-01 2.605924e-01 2.168034e-01 1.724729e-01 1.307600e-01
[41,] 2.948468e-01 2.619949e-01 2.226321e-01 1.809139e-01 1.404608e-01
[42,] 2.793096e-01 2.552301e-01 2.221803e-01 1.843441e-01 1.459387e-01
[43,] 2.523792e-01 2.388892e-01 2.146162e-01 1.828498e-01 1.479179e-01
[44,] 2.145919e-01 2.117299e-01 1.979858e-01 1.748636e-01 1.457921e-01
[45,] 1.696545e-01 1.750370e-01 1.714225e-01 1.583795e-01 1.375910e-01
[46,] 1.237213e-01 1.334237e-01 1.371780e-01 1.333310e-01 1.217669e-01
[47,] 8.290149e-02 9.316251e-02 1.004199e-01 1.028276e-01 9.918885e-02
[48,] 5.098310e-02 5.945327e-02 6.691822e-02 7.203200e-02 7.342799e-02
[49,] 2.876847e-02 3.469093e-02 4.056498e-02 4.568488e-02 4.907313e-02
[50,] 1.487789e-02 1.852898e-02 2.240824e-02 2.624998e-02 2.955670e-02
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.405391e-14 5.053034e-15 6.832781e-16 8.419609e-17 9.454271e-18
 [2,] 4.607199e-13 7.395498e-14 1.081846e-14 1.442173e-15 1.751919e-16
 [3,] 5.459802e-12 9.480853e-13 1.500359e-13 2.163727e-14 2.843534e-15
 [4,] 5.667511e-11 1.064625e-11 1.822593e-12 2.843479e-13 4.042626e-14
 [5,] 5.153308e-10 1.047166e-10 1.939318e-11 3.273098e-12 5.034173e-13
 [6,] 4.104550e-09 9.022146e-10 1.807495e-10 3.300144e-11 5.491047e-12
 [7,] 2.863757e-08 6.808984e-09 1.475622e-09 2.914551e-10 5.246186e-11
 [8,] 1.750285e-07 4.501323e-08 1.055233e-08 2.254649e-09 4.390328e-10
 [9,] 9.371176e-07 2.606692e-07 6.609985e-08 1.527766e-08 3.218220e-09
[10,] 4.395480e-06 1.322330e-06 3.626907e-07 9.067941e-08 2.066341e-08
[11,] 1.806193e-05 5.876276e-06 1.743267e-06 4.714537e-07 1.162141e-07
[12,] 6.502667e-05 2.287661e-05 7.339933e-06 2.147108e-06 5.725187e-07
[13,] 2.051244e-04 7.802360e-05 2.707273e-05 8.565634e-06 2.470579e-06
[14,] 5.669955e-04 2.331465e-04 8.747787e-05 2.993405e-05 9.338816e-06
[15,] 1.373493e-03 6.104218e-04 2.476334e-04 9.163956e-05 3.092260e-05
[16,] 2.916210e-03 1.400449e-03 6.141696e-04 2.457687e-04 8.969330e-05
[17,] 5.427942e-03 2.815715e-03 1.334643e-03 5.774500e-04 2.279057e-04
[18,] 8.858847e-03 4.961999e-03 2.541430e-03 1.188694e-03 5.073133e-04
[19,] 1.268171e-02 7.665706e-03 4.241078e-03 2.143993e-03 9.893303e-04
[20,] 1.592996e-02 1.038441e-02 6.203315e-03 3.388549e-03 1.690340e-03
[21,] 1.756849e-02 1.233927e-02 7.954381e-03 4.693447e-03 2.530496e-03
[22,] 1.702523e-02 1.286703e-02 8.944182e-03 5.698050e-03 3.319529e-03
[23,] 1.451561e-02 1.178273e-02 8.822516e-03 6.064725e-03 3.816286e-03
[24,] 1.091078e-02 9.485504e-03 7.638556e-03 5.660862e-03 3.845700e-03
[25,] 7.256954e-03 6.725424e-03 5.810320e-03 4.636065e-03 3.397753e-03
[26,] 4.304037e-03 4.214763e-03 3.889433e-03 3.333988e-03 2.633096e-03
[27,] 2.326522e-03 2.355798e-03 2.299854e-03 2.108771e-03 1.791099e-03
[28,] 1.250005e-03 1.214977e-03 1.216291e-03 1.178500e-03 1.071309e-03
[29,] 9.078971e-04 6.761029e-04 6.108250e-04 5.938388e-04 5.672313e-04
[30,] 1.255829e-03 6.272849e-04 3.826762e-04 3.017907e-04 2.759725e-04
[31,] 2.469304e-03 1.084037e-03 4.753222e-04 2.354810e-04 1.516452e-04
[32,] 4.924264e-03 2.225276e-03 9.371803e-04 3.781749e-04 1.586139e-04
[33,] 9.094156e-03 4.358290e-03 1.927100e-03 7.882402e-04 3.021152e-04
[34,] 1.542532e-02 7.845647e-03 3.683515e-03 1.594290e-03 6.363546e-04
[35,] 2.425241e-02 1.303599e-02 6.482153e-03 2.975794e-03 1.259349e-03
[36,] 3.573105e-02 2.021035e-02 1.059945e-02 5.142685e-03 2.304082e-03
[37,] 4.966424e-02 2.947904e-02 1.625786e-02 8.309918e-03 3.928689e-03
[38,] 6.519476e-02 4.055323e-02 2.348866e-02 1.262969e-02 6.289537e-03
[39,] 8.065895e-02 5.249641e-02 3.191046e-02 1.804571e-02 9.465471e-03
[40,] 9.403450e-02 6.379485e-02 4.060592e-02 2.413015e-02 1.333312e-02
[41,] 1.039275e-01 7.297333e-02 4.836670e-02 3.009185e-02 1.748331e-02
[42,] 1.102690e-01 7.940391e-02 5.430512e-02 3.509966e-02 2.132059e-02
[43,] 1.138499e-01 8.350071e-02 5.834887e-02 3.875739e-02 2.436787e-02
[44,] 1.149314e-01 8.590349e-02 6.103706e-02 4.128048e-02 2.655132e-02
[45,] 1.123329e-01 8.633406e-02 6.265598e-02 4.308695e-02 2.814907e-02
[46,] 1.041458e-01 8.336190e-02 6.253966e-02 4.411056e-02 2.936329e-02
[47,] 8.959297e-02 7.552346e-02 5.935782e-02 4.354621e-02 2.990195e-02
[48,] 7.029904e-02 6.283860e-02 5.226435e-02 4.039800e-02 2.903919e-02
[49,] 4.978265e-02 4.730788e-02 4.186974e-02 3.439335e-02 2.618321e-02
[50,] 3.166419e-02 3.195793e-02 3.014546e-02 2.642725e-02 2.145682e-02

> 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  
    37.7544       0.7583  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/16pji1226602615.ps tmp/16pji1226602615.png")
> system("convert tmp/20ce71226602615.ps tmp/20ce71226602615.png")
> system("convert tmp/3ul8f1226602615.ps tmp/3ul8f1226602615.png")
> system("convert tmp/4jyiv1226602615.ps tmp/4jyiv1226602615.png")
> system("convert tmp/5snhq1226602615.ps tmp/5snhq1226602615.png")
> system("convert tmp/6ybk61226602615.ps tmp/6ybk61226602615.png")
> system("convert tmp/7cw8j1226602615.ps tmp/7cw8j1226602615.png")
> 
> 
> proc.time()
   user  system elapsed 
  4.309   2.302   4.609