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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You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

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

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> z <- c(452.1,471.5,488.3,506.2,517.3,538.6,545.3,546.7,540.3,549.2,563.9,581.7,590.7,594.1,604,628.1,662.4,688.6,705.9,701.5,686.2,645.7,668.7,696.7,715.5,741.4,754.3,771.3,797.7,809.9,790.1,830.3,847.7,834.8,824.5,764.6,780,803.2,751.1,755.2,708.2,685.4,680,710.6,702.8,656.3,575.6,567.2,545.2,415.3,390.9,358.9,372.7,350.2,327.6,353.2,387.1,388.7,391.2,427.4)
> y <- c(2.93,2.83,2.72,2.73,2.72,2.77,2.61,2.47,2.3,2.38,2.43,2.39,2.6,2.84,2.87,2.92,3.08,3.33,3.48,3.57,3.66,3.77,3.75,3.75,3.81,3.82,3.89,4.05,4.1,4.07,4.26,4.4,4.61,4.63,4.48,4.46,4.45,4.32,4.52,4.21,3.97,4.12,4.5,4.73,5.26,5.2,4.94,4.95,4.52,3.85,3.41,2.95,2.68,2.53,2.44,2.16,2.2,2.1,2.29,2.2)
> x <- c(2.21,2.24,2.21,2.2,2.19,2.24,2.2,2.09,2,2.07,2.13,2.13,2.32,2.59,2.68,2.7,2.76,2.95,3.14,3.2,3.25,3.35,3.42,3.53,3.67,3.71,3.75,3.89,3.93,3.94,4.11,4.23,4.36,4.4,4.22,4.11,4.1,4.02,4.09,3.89,3.63,3.77,4,4.18,4.57,4.51,4.42,4.28,3.1,2.62,2.41,1.71,1.28,1.18,1.33,1.07,1.03,0.78,0.77,0.66)
> 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/1nkf81257790747.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/2no1t1257790747.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/3s0lj1257790747.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/4r4mc1257790747.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/5dmec1257790747.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  
     1.2365       0.7649  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6iktl1257790747.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] 1.659051 1.741539 1.824027 1.906515 1.989002 2.071490 2.153978 2.236465
 [9] 2.318953 2.401441 2.483928 2.566416 2.648904 2.731392 2.813879 2.896367
[17] 2.978855 3.061342 3.143830 3.226318 3.308805 3.391293 3.473781 3.556268
[25] 3.638756 3.721244 3.803732 3.886219 3.968707 4.051195 4.133682 4.216170
[33] 4.298658 4.381145 4.463633 4.546121 4.628608 4.711096 4.793584 4.876072
[41] 4.958559 5.041047 5.123535 5.206022 5.288510 5.370998 5.453485 5.535973
[49] 5.618461 5.700949

$yords
 [1] 231.6386 246.1697 260.7007 275.2318 289.7629 304.2940 318.8251 333.3561
 [9] 347.8872 362.4183 376.9494 391.4804 406.0115 420.5426 435.0737 449.6048
[17] 464.1358 478.6669 493.1980 507.7291 522.2601 536.7912 551.3223 565.8534
[25] 580.3845 594.9155 609.4466 623.9777 638.5088 653.0399 667.5709 682.1020
[33] 696.6331 711.1642 725.6952 740.2263 754.7574 769.2885 783.8196 798.3506
[41] 812.8817 827.4128 841.9439 856.4749 871.0060 885.5371 900.0682 914.5993
[49] 929.1303 943.6614

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.005121e-02 1.409998e-02 1.859650e-02 2.289511e-02 2.619994e-02
 [2,] 1.195293e-02 1.714952e-02 2.352050e-02 3.046889e-02 3.695877e-02
 [3,] 1.375622e-02 1.962274e-02 2.728455e-02 3.650791e-02 4.638931e-02
 [4,] 1.579592e-02 2.201683e-02 3.018013e-02 4.055989e-02 5.282562e-02
 [5,] 1.801154e-02 2.478404e-02 3.313828e-02 4.358911e-02 5.648235e-02
 [6,] 1.967972e-02 2.754872e-02 3.659013e-02 4.698933e-02 5.927994e-02
 [7,] 1.984623e-02 2.906316e-02 3.958426e-02 5.088085e-02 6.289218e-02
 [8,] 1.813028e-02 2.815992e-02 4.029096e-02 5.348854e-02 6.672393e-02
 [9,] 1.508250e-02 2.480263e-02 3.758432e-02 5.253120e-02 6.807119e-02
[10,] 1.174093e-02 2.014534e-02 3.209414e-02 4.732928e-02 6.456815e-02
[11,] 8.893187e-03 1.560533e-02 2.566906e-02 3.944448e-02 5.643180e-02
[12,] 6.753403e-03 1.196475e-02 1.995341e-02 3.133002e-02 4.623378e-02
[13,] 5.173004e-03 9.258833e-03 1.554932e-02 2.459794e-02 3.674722e-02
[14,] 3.971037e-03 7.224582e-03 1.226871e-02 1.952804e-02 2.927299e-02
[15,] 3.052986e-03 5.662338e-03 9.771965e-03 1.573258e-02 2.372040e-02
[16,] 2.361090e-03 4.468282e-03 7.853481e-03 1.283951e-02 1.957245e-02
[17,] 1.834320e-03 3.550838e-03 6.373488e-03 1.061576e-02 1.643222e-02
[18,] 1.423354e-03 2.823424e-03 5.192564e-03 8.850582e-03 1.398521e-02
[19,] 1.100920e-03 2.235803e-03 4.214304e-03 7.367908e-03 1.193901e-02
[20,] 8.458093e-04 1.761665e-03 3.401225e-03 6.093045e-03 1.012782e-02
[21,] 6.332152e-04 1.367076e-03 2.719966e-03 5.002771e-03 8.524981e-03
[22,] 4.460202e-04 1.015289e-03 2.112827e-03 4.034378e-03 7.094205e-03
[23,] 2.848779e-04 6.948799e-04 1.538893e-03 3.103172e-03 5.716779e-03
[24,] 1.604753e-04 4.242476e-04 1.013693e-03 2.193077e-03 4.305774e-03
[25,] 7.838140e-05 2.261130e-04 5.880231e-04 1.379933e-03 2.926141e-03
[26,] 3.289810e-05 1.039385e-04 2.956386e-04 7.574597e-04 1.749393e-03
[27,] 1.182466e-05 4.098901e-05 1.278400e-04 3.588497e-04 9.069365e-04
[28,] 3.646855e-06 1.387619e-05 4.749990e-05 1.463043e-04 4.055675e-04
[29,] 9.766397e-07 4.073520e-06 1.529125e-05 5.166438e-05 1.571357e-04
[30,] 2.354951e-07 1.070974e-06 4.388708e-06 1.620527e-05 5.392168e-05
[31,] 5.571263e-08 2.728457e-07 1.206712e-06 4.819550e-06 1.738358e-05
[32,] 1.464511e-08 7.615964e-08 3.582228e-07 1.524425e-06 5.871118e-06
[33,] 4.455759e-09 2.464314e-08 1.231383e-07 5.562492e-07 2.273079e-06
[34,] 1.419189e-09 8.463906e-09 4.551897e-08 2.208607e-07 9.673976e-07
[35,] 4.222095e-10 2.743955e-09 1.606169e-08 8.470367e-08 4.025972e-07
[36,] 1.105737e-10 7.868615e-10 5.040266e-09 2.906664e-08 1.509441e-07
[37,] 2.492206e-11 1.945520e-10 1.366698e-09 8.640597e-09 4.917070e-08
[38,] 4.796794e-12 4.110724e-11 3.169611e-10 2.199121e-09 1.373049e-08
[39,] 7.863503e-13 7.399925e-12 6.264984e-11 4.772240e-10 3.270865e-09
[40,] 1.096947e-13 1.133710e-12 1.054077e-11 8.817021e-11 6.635496e-10
[41,] 1.301707e-14 1.477642e-13 1.508892e-12 1.386126e-11 1.145574e-10
[42,] 1.313819e-15 1.638157e-14 1.837342e-13 1.853789e-12 1.682616e-11
[43,] 1.127766e-16 1.544623e-15 1.902932e-14 2.108834e-13 2.102311e-12
[44,] 8.232688e-18 1.238640e-16 1.676217e-15 2.040410e-14 2.234203e-13
[45,] 5.110755e-19 8.447037e-18 1.255712e-16 1.679045e-15 2.019465e-14
[46,] 2.697952e-20 4.898734e-19 7.999920e-18 1.175057e-16 1.552452e-15
[47,] 1.211082e-21 2.415836e-20 4.334107e-19 6.993411e-18 1.014961e-16
[48,] 4.622636e-23 1.013074e-21 1.996723e-20 3.539466e-19 5.643056e-18
[49,] 1.500272e-24 3.612367e-23 7.822145e-22 1.523317e-20 2.668071e-19
[50,] 4.140017e-26 1.095232e-24 2.605616e-23 5.574841e-22 1.072714e-20
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.780925e-02 2.737090e-02 2.503359e-02 2.141704e-02 1.740299e-02
 [2,] 4.175760e-02 4.383494e-02 4.275309e-02 3.886905e-02 3.324306e-02
 [3,] 5.540644e-02 6.180457e-02 6.419636e-02 6.211411e-02 5.625244e-02
 [4,] 6.574386e-02 7.726886e-02 8.510477e-02 8.753953e-02 8.416856e-02
 [5,] 7.143754e-02 8.694692e-02 1.005023e-01 1.093432e-01 1.115308e-01
 [6,] 7.392559e-02 9.060831e-02 1.077007e-01 1.224065e-01 1.316722e-01
 [7,] 7.615069e-02 9.131864e-02 1.083139e-01 1.256286e-01 1.404402e-01
 [8,] 7.962529e-02 9.273569e-02 1.070206e-01 1.228310e-01 1.390450e-01
 [9,] 8.264917e-02 9.559118e-02 1.074979e-01 1.197326e-01 1.332345e-01
[10,] 8.175276e-02 9.689584e-02 1.091167e-01 1.191374e-01 1.287542e-01
[11,] 7.503676e-02 9.288926e-02 1.077821e-01 1.187878e-01 1.267936e-01
[12,] 6.394476e-02 8.271687e-02 1.001384e-01 1.140657e-01 1.236980e-01
[13,] 5.187202e-02 6.910964e-02 8.677921e-02 1.027324e-01 1.151671e-01
[14,] 4.151240e-02 5.587008e-02 7.146509e-02 8.690735e-02 1.005731e-01
[15,] 3.366468e-02 4.523997e-02 5.789694e-02 7.088571e-02 8.328823e-02
[16,] 2.792164e-02 3.747289e-02 4.763941e-02 5.783105e-02 6.757304e-02
[17,] 2.369430e-02 3.194233e-02 4.047693e-02 4.858442e-02 5.579391e-02
[18,] 2.050976e-02 2.797593e-02 3.561856e-02 4.256282e-02 4.813522e-02
[19,] 1.792472e-02 2.494539e-02 3.223035e-02 3.878179e-02 4.369174e-02
[20,] 1.561018e-02 2.229432e-02 2.949536e-02 3.617333e-02 4.121686e-02
[21,] 1.347399e-02 1.975426e-02 2.684981e-02 3.380973e-02 3.943659e-02
[22,] 1.152457e-02 1.733618e-02 2.417892e-02 3.127324e-02 3.749362e-02
[23,] 9.656511e-03 1.501027e-02 2.154090e-02 2.860975e-02 3.521709e-02
[24,] 7.693174e-03 1.254946e-02 1.875671e-02 2.577925e-02 3.268861e-02
[25,] 5.616358e-03 9.778768e-03 1.548619e-02 2.237682e-02 2.960446e-02
[26,] 3.645557e-03 6.863439e-03 1.169328e-02 1.806560e-02 2.537467e-02
[27,] 2.064854e-03 4.237963e-03 7.848499e-03 1.313133e-02 1.987956e-02
[28,] 1.012146e-03 2.274968e-03 4.607819e-03 8.416128e-03 1.387486e-02
[29,] 4.303068e-04 1.061247e-03 2.358000e-03 4.722368e-03 8.529478e-03
[30,] 1.616993e-04 4.370891e-04 1.065275e-03 2.341713e-03 4.644912e-03
[31,] 5.662878e-05 1.666338e-04 4.430072e-04 1.064406e-03 2.312141e-03
[32,] 2.047140e-05 6.464747e-05 1.849765e-04 4.797813e-04 1.128624e-03
[33,] 8.409187e-06 2.818723e-05 8.568633e-05 2.364644e-04 5.930236e-04
[34,] 3.827912e-06 1.369501e-05 4.434568e-05 1.301223e-04 3.464686e-04
[35,] 1.725434e-06 6.671741e-06 2.329219e-05 7.348656e-05 2.097583e-04
[36,] 7.060502e-07 2.975802e-06 1.130612e-05 3.874458e-05 1.198420e-04
[37,] 2.519019e-07 1.162007e-06 4.827827e-06 1.807207e-05 6.097692e-05
[38,] 7.715472e-08 3.902440e-07 1.776961e-06 7.285823e-06 2.690631e-05
[39,] 2.017317e-08 1.119690e-07 5.593467e-07 2.515278e-06 1.018330e-05
[40,] 4.493181e-09 2.737757e-08 1.501180e-07 7.408211e-07 3.290727e-06
[41,] 8.518095e-10 5.698858e-09 3.430752e-08 1.858593e-07 9.061845e-07
[42,] 1.373995e-10 1.009451e-09 6.672858e-09 3.969151e-08 2.124615e-07
[43,] 1.885416e-11 1.521231e-10 1.104296e-09 7.212876e-09 4.239336e-08
[44,] 2.200721e-12 1.950140e-11 1.554704e-10 1.115167e-09 7.197357e-09
[45,] 2.184893e-13 2.126495e-12 1.861918e-11 1.466716e-10 1.039562e-09
[46,] 1.844935e-14 1.972273e-13 1.896692e-12 1.640955e-11 1.277305e-10
[47,] 1.324945e-15 1.555796e-14 1.643364e-13 1.561589e-12 1.334991e-11
[48,] 8.092146e-17 1.043767e-15 1.211025e-14 1.263970e-13 1.186806e-12
[49,] 4.203032e-18 5.955294e-17 7.589919e-16 8.701377e-15 8.973876e-14
[50,] 1.856434e-19 2.889586e-18 4.045474e-17 5.094525e-16 5.771140e-15
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.383141e-02 1.122962e-02 9.685141e-03 8.903866e-03 8.408887e-03
 [2,] 2.727794e-02 2.223343e-02 1.881640e-02 1.701387e-02 1.622569e-02
 [3,] 4.827239e-02 4.023015e-02 3.385669e-02 2.998222e-02 2.834293e-02
 [4,] 7.615585e-02 6.588786e-02 5.614000e-02 4.908248e-02 4.552940e-02
 [5,] 1.068316e-01 9.696798e-02 8.508635e-02 7.463301e-02 6.807433e-02
 [6,] 1.334744e-01 1.278321e-01 1.170212e-01 1.048484e-01 9.524367e-02
 [7,] 1.496327e-01 1.512384e-01 1.455374e-01 1.352279e-01 1.245323e-01
 [8,] 1.530988e-01 1.620382e-01 1.640397e-01 1.595556e-01 1.514558e-01
 [9,] 1.474799e-01 1.603874e-01 1.693209e-01 1.726096e-01 1.707085e-01
[10,] 1.395385e-01 1.516452e-01 1.635761e-01 1.730690e-01 1.785504e-01
[11,] 1.339632e-01 1.423901e-01 1.528251e-01 1.643162e-01 1.749498e-01
[12,] 1.300752e-01 1.355494e-01 1.424859e-01 1.520139e-01 1.635974e-01
[13,] 1.235363e-01 1.289479e-01 1.336832e-01 1.400565e-01 1.493051e-01
[14,] 1.111966e-01 1.185244e-01 1.235920e-01 1.283413e-01 1.347382e-01
[15,] 9.415731e-02 1.028275e-01 1.092872e-01 1.143482e-01 1.194142e-01
[16,] 7.651730e-02 8.440725e-02 9.110995e-02 9.674318e-02 1.017866e-01
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[28,] 4.213113e-03 1.684190e-03 6.122247e-04 2.021350e-04 6.054847e-05
[29,] 8.874400e-03 3.858291e-03 1.527782e-03 5.502292e-04 1.800065e-04
[30,] 1.695055e-02 7.995396e-03 3.441167e-03 1.349315e-03 4.813193e-04
[31,] 2.919785e-02 1.487443e-02 6.929395e-03 2.947079e-03 1.142432e-03
[32,] 4.555763e-02 2.491286e-02 1.248885e-02 5.729690e-03 2.401699e-03
[33,] 6.508927e-02 3.795154e-02 2.033238e-02 9.994371e-03 4.500512e-03
[34,] 8.618958e-02 5.328756e-02 3.031618e-02 1.585502e-02 7.614192e-03
[35,] 1.065782e-01 6.969377e-02 4.194404e-02 2.321939e-02 1.181729e-02
[36,] 1.229639e-01 8.513605e-02 5.420314e-02 3.171614e-02 1.705401e-02
[37,] 1.312401e-01 9.653271e-02 6.522651e-02 4.044430e-02 2.300636e-02
[38,] 1.280065e-01 1.003941e-01 7.231443e-02 4.774251e-02 2.886199e-02
[39,] 1.127573e-01 9.453395e-02 7.286542e-02 5.146808e-02 3.324954e-02
[40,] 8.888251e-02 7.971755e-02 6.589925e-02 4.997622e-02 3.466179e-02
[41,] 6.233752e-02 5.973014e-02 5.297961e-02 4.321762e-02 3.227828e-02
[42,] 3.883611e-02 3.958605e-02 3.761552e-02 3.301117e-02 2.658875e-02
[43,] 2.158804e-02 2.319232e-02 2.350459e-02 2.215358e-02 1.924155e-02
[44,] 1.087280e-02 1.207825e-02 1.292946e-02 1.302839e-02 1.218040e-02
[45,] 5.135238e-03 5.687325e-03 6.301474e-03 6.720696e-03 6.732172e-03
[46,] 2.415019e-03 2.515097e-03 2.772046e-03 3.062877e-03 3.253651e-03
[47,] 1.222834e-03 1.118351e-03 1.147731e-03 1.258182e-03 1.385785e-03
[48,] 7.250835e-04 5.503995e-04 4.839421e-04 4.879466e-04 5.314763e-04
[49,] 5.480232e-04 3.349553e-04 2.344863e-04 1.960638e-04 1.932881e-04
[50,] 5.284059e-04 2.723282e-04 1.498311e-04 9.520196e-05 7.459173e-05

> 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  
      200.3        117.7  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/773tv1257790747.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] 0.1399917 0.2410124 0.3420332 0.4430539 0.5440746 0.6450954 0.7461161
 [8] 0.8471369 0.9481576 1.0491784 1.1501991 1.2512199 1.3522406 1.4532614
[15] 1.5542821 1.6553029 1.7563236 1.8573444 1.9583651 2.0593859 2.1604066
[22] 2.2614274 2.3624481 2.4634689 2.5644896 2.6655104 2.7665311 2.8675519
[29] 2.9685726 3.0695934 3.1706141 3.2716349 3.3726556 3.4736764 3.5746971
[36] 3.6757179 3.7767386 3.8777594 3.9787801 4.0798009 4.1808216 4.2818424
[43] 4.3828631 4.4838839 4.5849046 4.6859254 4.7869461 4.8879668 4.9889876
[50] 5.0900083

$yords
 [1] 231.6386 246.1697 260.7007 275.2318 289.7629 304.2940 318.8251 333.3561
 [9] 347.8872 362.4183 376.9494 391.4804 406.0115 420.5426 435.0737 449.6048
[17] 464.1358 478.6669 493.1980 507.7291 522.2601 536.7912 551.3223 565.8534
[25] 580.3845 594.9155 609.4466 623.9777 638.5088 653.0399 667.5709 682.1020
[33] 696.6331 711.1642 725.6952 740.2263 754.7574 769.2885 783.8196 798.3506
[41] 812.8817 827.4128 841.9439 856.4749 871.0060 885.5371 900.0682 914.5993
[49] 929.1303 943.6614

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.888160e-03 7.647613e-03 1.130467e-02 1.481258e-02 1.700656e-02
 [2,] 6.169412e-03 8.521592e-03 1.262611e-02 1.825437e-02 2.382388e-02
 [3,] 9.227886e-03 1.103991e-02 1.410565e-02 1.959169e-02 2.741571e-02
 [4,] 1.362661e-02 1.632565e-02 1.867342e-02 2.219085e-02 2.868948e-02
 [5,] 1.735761e-02 2.280834e-02 2.694091e-02 2.974732e-02 3.315435e-02
 [6,] 1.892590e-02 2.717702e-02 3.543054e-02 4.139710e-02 4.448299e-02
 [7,] 1.887648e-02 2.802778e-02 3.953281e-02 5.108054e-02 5.916455e-02
 [8,] 1.800850e-02 2.690486e-02 3.873433e-02 5.348359e-02 6.837556e-02
 [9,] 1.589596e-02 2.485901e-02 3.596926e-02 5.006252e-02 6.740674e-02
[10,] 1.237852e-02 2.128283e-02 3.238415e-02 4.528187e-02 6.071905e-02
[11,] 8.311241e-03 1.616870e-02 2.712393e-02 4.006724e-02 5.400652e-02
[12,] 4.714302e-03 1.056900e-02 2.019362e-02 3.309833e-02 4.745310e-02
[13,] 2.381119e-03 5.826847e-03 1.281538e-02 2.415212e-02 3.886404e-02
[14,] 1.599737e-03 3.137821e-03 6.960134e-03 1.484526e-02 2.768613e-02
[15,] 1.868880e-03 2.726732e-03 4.326749e-03 8.214526e-03 1.653615e-02
[16,] 2.225164e-03 3.505733e-03 4.766512e-03 6.357382e-03 9.891975e-03
[17,] 2.002470e-03 3.908324e-03 6.200797e-03 8.203262e-03 9.797003e-03
[18,] 1.293362e-03 3.192324e-03 6.352560e-03 1.022628e-02 1.348928e-02
[19,] 5.966932e-04 1.866020e-03 4.701090e-03 9.544668e-03 1.564316e-02
[20,] 1.967396e-04 7.794671e-04 2.487726e-03 6.396498e-03 1.325313e-02
[21,] 4.635149e-05 2.327170e-04 9.410267e-04 3.065128e-03 8.043254e-03
[22,] 7.791886e-06 4.961026e-05 2.543189e-04 1.049811e-03 3.490258e-03
[23,] 9.381480e-07 7.541451e-06 4.902332e-05 2.566710e-04 1.081939e-03
[24,] 9.810818e-08 8.435871e-07 6.758383e-06 4.472305e-05 2.391296e-04
[25,] 4.303356e-08 1.418946e-07 7.868059e-07 5.701792e-06 3.774942e-05
[26,] 5.451390e-08 1.467842e-07 3.509291e-07 1.009923e-06 4.910476e-06
[27,] 5.490303e-08 1.831044e-07 4.958037e-07 1.106781e-06 2.227142e-06
[28,] 3.969912e-08 1.666502e-07 5.669166e-07 1.562728e-06 3.498985e-06
[29,] 2.058596e-08 1.087108e-07 4.654266e-07 1.615175e-06 4.541816e-06
[30,] 7.656779e-09 5.087065e-08 2.739527e-07 1.196098e-06 4.233760e-06
[31,] 2.039185e-09 1.706661e-08 1.156743e-07 6.353204e-07 2.828690e-06
[32,] 3.875743e-10 4.094985e-09 3.499044e-08 2.420058e-07 1.355825e-06
[33,] 5.234739e-11 7.000635e-10 7.559326e-09 6.597131e-08 4.657592e-07
[34,] 5.001935e-12 8.489555e-11 1.161569e-09 1.282409e-08 1.143552e-07
[35,] 3.367305e-13 7.270922e-12 1.263844e-10 1.769913e-09 1.998758e-08
[36,] 1.591438e-14 4.380723e-13 9.695875e-12 1.726656e-10 2.475940e-09
[37,] 5.265243e-16 1.850681e-14 5.225481e-13 1.185851e-11 2.164294e-10
[38,] 1.216782e-17 5.467959e-16 1.972480e-14 5.714069e-13 1.329952e-11
[39,] 1.960905e-19 1.127645e-17 5.202783e-16 1.926510e-14 5.727160e-13
[40,] 2.201022e-21 1.620834e-19 9.572702e-18 4.535257e-16 1.724091e-14
[41,] 1.719244e-23 1.622042e-21 1.227014e-19 7.443261e-18 3.621524e-16
[42,] 9.339523e-26 1.129305e-23 1.094652e-21 8.506731e-20 5.300749e-18
[43,] 3.526913e-28 5.467012e-26 6.792411e-24 6.764660e-22 5.400891e-20
[44,] 9.255759e-31 1.839550e-28 2.930137e-26 3.740761e-24 3.827944e-22
[45,] 1.687647e-33 4.301090e-31 8.784610e-29 1.437890e-26 1.886328e-24
[46,] 2.137649e-36 6.986630e-34 1.829892e-31 3.840754e-29 6.460478e-27
[47,] 1.880750e-39 7.883567e-37 2.648052e-34 7.127631e-32 1.537444e-29
[48,] 1.149293e-42 6.178757e-40 2.661787e-37 9.188565e-35 2.541804e-32
[49,] 4.877707e-46 3.363389e-43 1.858375e-40 8.227784e-38 2.919051e-35
[50,] 1.437696e-49 1.271535e-46 9.011139e-44 5.117030e-41 2.328404e-38
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.760518e-02 1.718687e-02 1.610928e-02 1.402857e-02 1.073457e-02
 [2,] 2.733759e-02 2.809202e-02 2.699249e-02 2.492979e-02 2.164690e-02
 [3,] 3.543608e-02 4.058407e-02 4.144959e-02 3.923941e-02 3.564955e-02
 [4,] 3.843298e-02 4.883984e-02 5.567614e-02 5.654791e-02 5.280631e-02
 [5,] 3.978278e-02 5.048979e-02 6.253177e-02 7.065768e-02 7.133826e-02
 [6,] 4.694755e-02 5.235528e-02 6.241391e-02 7.460981e-02 8.308437e-02
 [7,] 6.227257e-02 6.284138e-02 6.545411e-02 7.288853e-02 8.327311e-02
 [8,] 7.860833e-02 8.146325e-02 7.931698e-02 7.774191e-02 8.071631e-02
 [9,] 8.506018e-02 9.711435e-02 9.950971e-02 9.426157e-02 8.773921e-02
[10,] 7.936000e-02 9.853308e-02 1.117086e-01 1.135978e-01 1.055370e-01
[11,] 6.949999e-02 8.770717e-02 1.067055e-01 1.200524e-01 1.216195e-01
[12,] 6.156624e-02 7.576961e-02 9.179567e-02 1.088856e-01 1.214559e-01
[13,] 5.426476e-02 6.788077e-02 7.980629e-02 9.238771e-02 1.062939e-01
[14,] 4.407157e-02 6.041697e-02 7.339451e-02 8.281403e-02 9.159890e-02
[15,] 3.046612e-02 4.838436e-02 6.592380e-02 7.884492e-02 8.652027e-02
[16,] 1.796317e-02 3.231272e-02 5.152321e-02 7.075331e-02 8.484658e-02
[17,] 1.251468e-02 1.946693e-02 3.329677e-02 5.331960e-02 7.469803e-02
[18,] 1.524538e-02 1.673078e-02 2.161130e-02 3.375220e-02 5.374442e-02
[19,] 2.083206e-02 2.309522e-02 2.309120e-02 2.501036e-02 3.417780e-02
[20,] 2.214744e-02 2.995604e-02 3.323682e-02 3.174853e-02 3.006976e-02
[21,] 1.700799e-02 2.899923e-02 3.995447e-02 4.483516e-02 4.219704e-02
[22,] 9.347949e-03 2.017548e-02 3.511152e-02 4.935305e-02 5.632946e-02
[23,] 3.672484e-03 1.004113e-02 2.212405e-02 3.931346e-02 5.643476e-02
[24,] 1.029666e-03 3.569605e-03 9.966747e-03 2.242648e-02 4.071028e-02
[25,] 2.056284e-04 9.044591e-04 3.203689e-03 9.138833e-03 2.101106e-02
[26,] 2.990050e-05 1.634948e-04 7.331410e-04 2.653651e-03 7.737756e-03
[27,] 5.613691e-06 2.384405e-05 1.216628e-04 5.492122e-04 2.028146e-03
[28,] 6.480746e-06 1.101045e-05 2.438465e-05 9.009179e-05 3.842685e-04
[29,] 1.034878e-05 1.916687e-05 2.949498e-05 4.248007e-05 8.289569e-05
[30,] 1.214631e-05 2.823483e-05 5.319458e-05 8.156684e-05 1.045495e-04
[31,] 1.021121e-05 2.988344e-05 7.088294e-05 1.362534e-04 2.124288e-04
[32,] 6.156299e-06 2.266286e-05 6.764413e-05 1.636941e-04 3.211335e-04
[33,] 2.662343e-06 1.232993e-05 4.628748e-05 1.408948e-04 3.477779e-04
[34,] 8.244259e-07 4.809601e-06 2.272347e-05 8.700137e-05 2.700605e-04
[35,] 1.821931e-07 1.341814e-06 7.992013e-06 3.853083e-05 1.504810e-04
[36,] 2.861264e-08 2.667230e-07 2.007561e-06 1.221258e-05 6.010194e-05
[37,] 3.178987e-09 3.760921e-08 3.586859e-07 2.760314e-06 1.715747e-05
[38,] 2.488415e-10 3.745307e-09 4.537847e-08 4.429642e-07 3.486889e-06
[39,] 1.367479e-11 2.623816e-10 4.047920e-09 5.024697e-08 5.022303e-07
[40,] 5.260681e-13 1.288876e-11 2.536660e-10 4.012587e-09 5.104671e-08
[41,] 1.413610e-14 4.427898e-13 1.113373e-11 2.248181e-10 3.647356e-09
[42,] 2.648907e-16 1.061788e-14 3.414730e-13 8.813516e-12 1.826304e-10
[43,] 3.457232e-18 1.774589e-16 7.305479e-15 2.412532e-13 6.392734e-12
[44,] 3.140046e-20 2.064978e-18 1.088824e-16 4.603926e-15 1.561391e-13
[45,] 1.983436e-22 1.671703e-20 1.129480e-18 6.118181e-17 2.657367e-15
[46,] 8.709290e-25 9.410063e-23 8.149315e-21 5.657179e-19 3.148284e-17
[47,] 2.657636e-27 3.681710e-25 4.087712e-23 3.637551e-21 2.594593e-19
[48,] 5.634553e-30 1.000946e-27 1.424982e-25 1.625808e-23 1.486673e-21
[49,] 8.298704e-33 1.890584e-30 3.451502e-28 5.049589e-26 5.920502e-24
[50,] 8.489827e-36 2.480532e-33 5.807684e-31 1.089629e-28 1.638276e-26
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.903707e-03 3.638000e-03 1.551465e-03 5.324536e-04 1.466941e-04
 [2,] 1.673499e-02 1.096942e-02 5.918470e-03 2.589770e-03 9.128205e-04
 [3,] 3.076085e-02 2.395837e-02 1.597950e-02 8.820357e-03 3.958700e-03
 [4,] 4.714041e-02 4.028879e-02 3.151559e-02 2.134764e-02 1.204351e-02
 [5,] 6.578962e-02 5.767773e-02 4.867797e-02 3.811620e-02 2.616352e-02
 [6,] 8.325675e-02 7.588692e-02 6.533247e-02 5.430358e-02 4.241538e-02
 [7,] 9.072626e-02 8.996634e-02 8.105826e-02 6.854173e-02 5.598309e-02
 [8,] 8.733747e-02 9.229703e-02 9.015115e-02 8.021607e-02 6.663231e-02
 [9,] 8.510324e-02 8.658385e-02 8.789488e-02 8.400204e-02 7.363164e-02
[10,] 9.428669e-02 8.595547e-02 8.187309e-02 7.900096e-02 7.318023e-02
[11,] 1.118033e-01 9.713590e-02 8.416533e-02 7.508218e-02 6.812464e-02
[12,] 1.231477e-01 1.132947e-01 9.744395e-02 8.179189e-02 6.894292e-02
[13,] 1.174510e-01 1.199642e-01 1.121693e-01 9.788960e-02 8.197191e-02
[14,] 1.019140e-01 1.115894e-01 1.158091e-01 1.121611e-01 1.022038e-01
[15,] 9.227501e-02 9.963696e-02 1.084310e-01 1.153232e-01 1.175206e-01
[16,] 9.245971e-02 9.696480e-02 1.029375e-01 1.120214e-01 1.224900e-01
[17,] 9.145791e-02 1.011999e-01 1.068334e-01 1.135263e-01 1.243784e-01
[18,] 7.731970e-02 9.792515e-02 1.118344e-01 1.209404e-01 1.304783e-01
[19,] 5.289993e-02 7.801335e-02 1.027583e-01 1.220185e-01 1.362410e-01
[20,] 3.506651e-02 5.100157e-02 7.621269e-02 1.041867e-01 1.286443e-01
[21,] 3.674319e-02 3.673924e-02 4.838270e-02 7.169748e-02 1.008745e-01
[22,] 5.320078e-02 4.442017e-02 3.925162e-02 4.551651e-02 6.487530e-02
[23,] 6.573957e-02 6.300613e-02 5.202004e-02 4.239981e-02 4.300537e-02
[24,] 5.974418e-02 7.121933e-02 6.980964e-02 5.827843e-02 4.580344e-02
[25,] 3.899117e-02 5.857254e-02 7.164878e-02 7.231057e-02 6.211594e-02
[26,] 1.818941e-02 3.454149e-02 5.320364e-02 6.700482e-02 7.011219e-02
[27,] 6.047027e-03 1.454622e-02 2.830421e-02 4.480427e-02 5.834223e-02
[28,] 1.432194e-03 4.361287e-03 1.074396e-02 2.145791e-02 3.501609e-02
[29,] 2.651229e-04 9.435225e-04 2.907397e-03 7.331975e-03 1.506131e-02
[30,] 1.284094e-04 2.213630e-04 6.096483e-04 1.809666e-03 4.636029e-03
[31,] 2.702538e-04 2.900624e-04 3.068809e-04 4.688421e-04 1.106786e-03
[32,] 5.109015e-04 6.605887e-04 7.009311e-04 6.374917e-04 5.924332e-04
[33,] 6.961753e-04 1.130637e-03 1.492187e-03 1.608927e-03 1.442174e-03
[34,] 6.798432e-04 1.388317e-03 2.301239e-03 3.101620e-03 3.415725e-03
[35,] 4.763673e-04 1.222925e-03 2.547202e-03 4.308152e-03 5.928719e-03
[36,] 2.394894e-04 7.732654e-04 2.024421e-03 4.300301e-03 7.419664e-03
[37,] 8.622299e-05 3.506514e-04 1.155018e-03 3.083998e-03 6.680841e-03
[38,] 2.215514e-05 1.137386e-04 4.722450e-04 1.587332e-03 4.323327e-03
[39,] 4.045584e-06 2.628740e-05 1.379207e-04 5.848756e-04 2.006744e-03
[40,] 5.226350e-07 4.309862e-06 2.865152e-05 1.536969e-04 6.659685e-04
[41,] 4.756878e-08 4.990495e-07 4.214693e-06 2.867801e-05 1.573585e-04
[42,] 3.039560e-09 4.065173e-08 4.371549e-07 3.782454e-06 2.635296e-05
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[23,] 2.224386e-02 7.846039e-03 2.292996e-03 5.534567e-04 1.100035e-04
[24,] 5.041663e-02 2.152898e-02 7.656007e-03 2.259400e-03 5.516140e-04
[25,] 9.280836e-02 4.730606e-02 2.020364e-02 7.193910e-03 2.128739e-03
[26,] 1.448643e-01 8.703413e-02 4.414688e-02 1.875646e-02 6.642905e-03
[27,] 1.954230e-01 1.374026e-01 8.227174e-02 4.150217e-02 1.750178e-02
[28,] 2.262605e-01 1.854979e-01 1.307239e-01 7.822782e-02 3.933621e-02
[29,] 2.247398e-01 2.120666e-01 1.745410e-01 1.234026e-01 7.397859e-02
[30,] 2.041903e-01 2.106987e-01 1.966443e-01 1.614184e-01 1.142155e-01
[31,] 2.000948e-01 2.038732e-01 1.995044e-01 1.806456e-01 1.461190e-01
[32,] 2.317729e-01 2.258991e-01 2.124372e-01 1.931698e-01 1.658704e-01
[33,] 2.717136e-01 2.791249e-01 2.621182e-01 2.308247e-01 1.939036e-01
[34,] 2.735557e-01 3.187828e-01 3.300119e-01 3.059888e-01 2.586888e-01
[35,] 2.291222e-01 3.027628e-01 3.599105e-01 3.788757e-01 3.530203e-01
[36,] 1.708772e-01 2.415203e-01 3.227483e-01 3.909659e-01 4.200761e-01
[37,] 1.277056e-01 1.762169e-01 2.469809e-01 3.321854e-01 4.090213e-01
[38,] 1.026965e-01 1.318269e-01 1.768253e-01 2.447589e-01 3.302661e-01
[39,] 8.279298e-02 1.053722e-01 1.313847e-01 1.713885e-01 2.340938e-01
[40,] 6.032454e-02 8.198491e-02 1.027294e-01 1.250498e-01 1.591175e-01
[41,] 4.396411e-02 5.808320e-02 7.652013e-02 9.440295e-02 1.126855e-01
[42,] 4.407427e-02 4.527076e-02 5.374235e-02 6.735452e-02 8.143128e-02
[43,] 5.610467e-02 4.982984e-02 4.601046e-02 4.829555e-02 5.619374e-02
[44,] 6.573862e-02 6.141469e-02 5.354288e-02 4.581103e-02 4.254137e-02
[45,] 6.416443e-02 6.525138e-02 6.205308e-02 5.398559e-02 4.408990e-02
[46,] 5.358263e-02 5.686953e-02 5.939371e-02 5.768469e-02 5.061457e-02
[47,] 4.020651e-02 4.228854e-02 4.619559e-02 4.954977e-02 4.924006e-02
[48,] 2.709395e-02 2.832636e-02 3.061159e-02 3.438831e-02 3.787528e-02
[49,] 1.534897e-02 1.712489e-02 1.832379e-02 2.032273e-02 2.345728e-02
[50,] 6.764089e-03 8.729066e-03 9.945554e-03 1.088242e-02 1.237316e-02
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.564795e-38 3.298619e-41 5.571673e-44 7.540805e-47 8.177649e-50
 [2,] 1.811778e-35 4.898918e-38 1.061387e-40 1.842580e-43 2.563052e-46
 [3,] 1.456742e-32 5.052405e-35 1.404081e-37 3.126546e-40 5.578483e-43
 [4,] 8.133780e-30 3.618496e-32 1.289860e-34 3.684134e-37 8.431541e-40
 [5,] 3.153795e-27 1.799656e-29 8.228563e-32 3.014652e-34 8.849712e-37
 [6,] 8.491920e-25 6.215587e-27 3.645332e-29 1.713052e-31 6.450342e-34
 [7,] 1.587850e-22 1.490754e-24 1.121453e-26 6.759819e-29 3.264883e-31
 [8,] 2.061790e-20 2.482912e-22 2.395834e-24 1.852383e-26 1.147582e-28
 [9,] 1.859134e-18 2.871758e-20 3.554378e-22 3.524991e-24 2.801116e-26
[10,] 1.164150e-16 2.306568e-18 3.661864e-20 4.658187e-22 4.747995e-24
[11,] 5.062181e-15 1.286516e-16 2.619820e-18 4.274707e-20 5.588818e-22
[12,] 1.528618e-13 4.983062e-15 1.301586e-16 2.724131e-18 4.568376e-20
[13,] 3.205471e-12 1.340320e-13 4.490606e-15 1.205536e-16 2.593190e-18
[14,] 4.667881e-11 2.503538e-12 1.075894e-13 3.704799e-15 1.022207e-16
[15,] 4.720495e-10 3.247392e-11 1.790058e-12 7.906442e-14 2.798176e-15
[16,] 3.315209e-09 2.925206e-10 2.068234e-11 1.171736e-12 5.319150e-14
[17,] 1.617119e-08 1.829961e-09 1.659502e-10 1.205915e-11 7.021733e-13
[18,] 5.481373e-08 7.951842e-09 9.247631e-10 8.618908e-11 6.437021e-12
[19,] 1.295687e-07 2.402804e-08 3.580271e-09 4.278494e-10 4.098110e-11
[20,] 2.225471e-07 5.109479e-08 9.663704e-09 1.476662e-09 1.812498e-10
[21,] 4.205931e-07 8.853240e-08 1.900702e-08 3.588713e-09 5.589101e-10
[22,] 2.298528e-06 2.975212e-07 4.248593e-08 7.205706e-09 1.261314e-09
[23,] 1.797786e-05 2.427293e-06 2.778248e-07 2.931236e-08 3.356472e-09
[24,] 1.110504e-04 1.837703e-05 2.495346e-06 2.791100e-07 2.631811e-08
[25,] 5.220945e-04 1.058315e-04 1.767335e-05 2.423482e-06 2.723307e-07
[26,] 1.955878e-03 4.778774e-04 9.671121e-05 1.617191e-05 2.227545e-06
[27,] 6.141052e-03 1.788744e-03 4.321152e-04 8.652936e-05 1.434883e-05
[28,] 1.649048e-02 5.734875e-03 1.650475e-03 3.928649e-04 7.737998e-05
[29,] 3.719966e-02 1.556060e-02 5.384355e-03 1.536407e-03 3.611552e-04
[30,] 6.860342e-02 3.456484e-02 1.447631e-02 5.007451e-03 1.424716e-03
[31,] 1.027893e-01 6.167647e-02 3.112215e-02 1.307028e-02 4.534258e-03
[32,] 1.298778e-01 8.978042e-02 5.344735e-02 2.691662e-02 1.132296e-02
[33,] 1.548360e-01 1.148253e-01 7.663916e-02 4.472212e-02 2.230928e-02
[34,] 2.032516e-01 1.499537e-01 1.033022e-01 6.511428e-02 3.655915e-02
[35,] 2.937028e-01 2.210911e-01 1.525150e-01 9.702914e-02 5.666937e-02
[36,] 3.973930e-01 3.313597e-01 2.449679e-01 1.618785e-01 9.639879e-02
[37,] 4.486791e-01 4.328633e-01 3.655746e-01 2.702414e-01 1.752868e-01
[38,] 4.122848e-01 4.610365e-01 4.539050e-01 3.899808e-01 2.911335e-01
[39,] 3.165403e-01 3.999671e-01 4.551079e-01 4.567118e-01 3.994272e-01
[40,] 2.147524e-01 2.912170e-01 3.723847e-01 4.306533e-01 4.398220e-01
[41,] 1.403836e-01 1.876685e-01 2.557289e-01 3.313162e-01 3.894065e-01
[42,] 9.554550e-02 1.169217e-01 1.552111e-01 2.130714e-01 2.802788e-01
[43,] 6.587209e-02 7.592290e-02 9.145938e-02 1.208183e-01 1.675156e-01
[44,] 4.482338e-02 5.007408e-02 5.642572e-02 6.694442e-02 8.813207e-02
[45,] 3.684848e-02 3.455156e-02 3.595518e-02 3.921834e-02 4.574207e-02
[46,] 4.041629e-02 3.123036e-02 2.598780e-02 2.458593e-02 2.554496e-02
[47,] 4.386341e-02 3.484144e-02 2.560633e-02 1.916197e-02 1.617473e-02
[48,] 3.855099e-02 3.500499e-02 2.797964e-02 2.003437e-02 1.381219e-02
[49,] 2.652163e-02 2.766396e-02 2.566620e-02 2.079655e-02 1.477108e-02
[50,] 1.466142e-02 1.701078e-02 1.818774e-02 1.726612e-02 1.424736e-02
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 7.105987e-53 4.947578e-56 2.760193e-59 1.233858e-62 4.419460e-66
 [2,] 2.856757e-49 2.551302e-52 1.825699e-55 1.046827e-58 4.809494e-62
 [3,] 7.975395e-46 9.136103e-49 8.385877e-52 6.167577e-55 3.634623e-58
 [4,] 1.546191e-42 2.271916e-45 2.674853e-48 2.523401e-51 1.907442e-54
 [5,] 2.081638e-39 3.923329e-42 5.924923e-45 7.169509e-48 6.951440e-51
 [6,] 1.946162e-36 4.704881e-39 9.113748e-42 1.414569e-44 1.759258e-47
 [7,] 1.263525e-33 3.918085e-36 9.735146e-39 1.938160e-41 3.091830e-44
 [8,] 5.696655e-31 2.265845e-33 7.221362e-36 1.844109e-38 3.773400e-41
 [9,] 1.783559e-28 9.099510e-31 3.719865e-33 1.218471e-35 3.198023e-38
[10,] 3.877812e-26 2.537685e-28 1.330660e-30 5.590817e-33 1.882184e-35
[11,] 5.854860e-24 4.914594e-26 3.305502e-28 1.781418e-30 7.692595e-33
[12,] 6.138728e-22 6.609519e-24 5.702167e-26 3.941746e-28 2.183313e-30
[13,] 4.469623e-20 6.172805e-22 6.830821e-24 6.056781e-26 4.303180e-28
[14,] 2.259932e-18 4.003385e-20 5.682482e-22 6.462898e-24 5.889729e-26
[15,] 7.935082e-17 1.803032e-18 3.282725e-20 4.788991e-22 5.597992e-24
[16,] 1.934808e-15 5.639102e-17 1.316925e-18 2.464284e-20 3.694870e-22
[17,] 3.276106e-14 1.224755e-15 3.668768e-17 8.805827e-19 1.693553e-20
[18,] 3.852231e-13 1.847232e-14 7.097599e-16 2.185149e-17 5.390511e-19
[19,] 3.145635e-12 1.934767e-13 9.535326e-15 3.765512e-16 1.191496e-17
[20,] 1.783978e-11 1.407298e-12 8.896059e-14 4.506100e-15 1.828890e-16
[21,] 7.034125e-11 7.110929e-12 5.764183e-13 3.744758e-14 1.949479e-15
[22,] 1.955237e-10 2.505858e-11 2.596811e-12 2.161880e-13 1.443199e-14
[23,] 4.566173e-10 6.498107e-11 8.260215e-12 8.707838e-13 7.429185e-14
[24,] 2.259496e-09 2.069952e-10 2.250901e-11 2.597971e-12 2.705447e-13
[25,] 2.515598e-08 1.949763e-09 1.360341e-10 9.955577e-12 8.628740e-13
[26,] 2.519048e-07 2.333474e-08 1.774737e-09 1.128313e-10 6.390775e-12
[27,] 1.966729e-06 2.221938e-07 2.062387e-08 1.568824e-09 9.794893e-11
[28,] 1.261934e-05 1.704012e-06 1.903132e-07 1.754059e-08 1.330115e-09
[29,] 6.997161e-05 1.118949e-05 1.479314e-06 1.618571e-07 1.465526e-08
[30,] 3.327361e-04 6.376599e-05 1.003811e-05 1.300615e-06 1.390252e-07
[31,] 1.292675e-03 3.018813e-04 5.766058e-05 9.007114e-06 1.152041e-06
[32,] 3.942986e-03 1.129387e-03 2.649194e-04 5.075124e-05 7.929700e-06
[33,] 9.360593e-03 3.265958e-03 9.399459e-04 2.218754e-04 4.278824e-05
[34,] 1.782435e-02 7.394171e-03 2.571115e-03 7.414397e-04 1.759827e-04
[35,] 2.991411e-02 1.396435e-02 5.639054e-03 1.933442e-03 5.548686e-04
[36,] 5.198799e-02 2.534663e-02 1.105990e-02 4.248588e-03 1.410165e-03
[37,] 1.001890e-01 5.073329e-02 2.287032e-02 9.192354e-03 3.279631e-03
[38,] 1.885096e-01 1.058686e-01 5.166231e-02 2.198664e-02 8.201443e-03
[39,] 3.022868e-01 1.970919e-01 1.104043e-01 5.306034e-02 2.188481e-02
[40,] 3.911234e-01 3.001810e-01 1.976704e-01 1.112266e-01 5.331731e-02
[41,] 4.043352e-01 3.651210e-01 2.838932e-01 1.888210e-01 1.069468e-01
[42,] 3.351361e-01 3.537712e-01 3.241440e-01 2.550627e-01 1.711942e-01
[43,] 2.242965e-01 2.733323e-01 2.935673e-01 2.729393e-01 2.172577e-01
[44,] 1.236939e-01 1.690140e-01 2.103469e-01 2.301814e-01 2.173257e-01
[45,] 6.005092e-02 8.546798e-02 1.194479e-01 1.521360e-01 1.698959e-01
[46,] 2.914223e-02 3.813236e-02 5.510647e-02 7.892275e-02 1.030570e-01
[47,] 1.566398e-02 1.731325e-02 2.253204e-02 3.308542e-02 4.862865e-02
[48,] 1.034054e-02 9.108359e-03 9.606786e-03 1.237892e-02 1.846841e-02
[49,] 9.641315e-03 6.463730e-03 5.071049e-03 4.996141e-03 6.322384e-03
[50,] 1.016285e-02 6.435191e-03 3.948431e-03 2.731215e-03 2.449426e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.268388e-69 2.916846e-73 5.374791e-77 7.935614e-81 9.387930e-85
 [2,] 1.770527e-65 5.222571e-69 1.234390e-72 2.337716e-76 3.547330e-80
 [3,] 1.716259e-61 6.493589e-65 1.968670e-68 4.782253e-72 9.308139e-76
 [4,] 1.155301e-57 5.606830e-61 2.180347e-64 6.793687e-68 1.696119e-71
 [5,] 5.400559e-54 3.361874e-57 1.676910e-60 6.702083e-64 2.146254e-67
 [6,] 1.753129e-50 1.399835e-53 8.956230e-57 4.591405e-60 1.885982e-63
 [7,] 3.952030e-47 4.047654e-50 3.321788e-53 2.184302e-56 1.150867e-59
 [8,] 6.186681e-44 8.127579e-47 8.555585e-50 7.216235e-53 4.876897e-56
 [9,] 6.725532e-41 1.133315e-43 1.530238e-46 1.655542e-49 1.435138e-52
[10,] 5.077238e-38 1.097417e-40 1.900642e-43 2.637557e-46 2.932755e-49
[11,] 2.661697e-35 7.379432e-38 1.639350e-40 2.918055e-43 4.161865e-46
[12,] 9.689962e-33 3.445932e-35 9.819186e-38 2.241907e-40 4.101405e-43
[13,] 2.449717e-30 1.117431e-32 4.084224e-35 1.196112e-37 2.806774e-40
[14,] 4.300727e-28 2.516327e-30 1.179712e-32 4.431582e-35 1.333874e-37
[15,] 5.243233e-26 3.935000e-28 2.366321e-30 1.140189e-32 4.402033e-35
[16,] 4.439011e-24 4.273188e-26 3.296105e-28 2.037156e-30 1.008838e-32
[17,] 2.609794e-22 3.222496e-24 3.188316e-26 2.527580e-28 1.605545e-30
[18,] 1.065510e-20 1.687578e-22 2.141672e-24 2.177795e-26 1.774414e-28
[19,] 3.020927e-19 6.137151e-21 9.990240e-23 1.303047e-24 1.361817e-26
[20,] 5.947776e-18 1.549891e-19 3.236162e-21 5.414204e-23 7.257946e-25
[21,] 8.132086e-17 2.718112e-18 7.279741e-20 1.562214e-21 2.686211e-23
[22,] 7.721367e-16 3.310313e-17 1.137193e-18 3.130243e-20 6.903952e-22
[23,] 5.093082e-15 2.799934e-16 1.233662e-17 4.355613e-19 1.232214e-20
[24,] 2.345155e-14 1.647020e-15 9.297613e-17 4.209251e-18 1.527293e-19
[25,] 8.059447e-14 6.869258e-15 4.894696e-16 2.829485e-17 1.315198e-18
[26,] 3.732734e-13 2.572260e-14 1.940003e-15 1.352073e-16 7.916987e-18
[27,] 5.097646e-12 2.341837e-13 1.090971e-14 5.963907e-16 3.623759e-17
[28,] 8.276760e-11 4.229364e-12 1.798118e-13 6.693681e-15 2.485997e-16
[29,] 1.096542e-09 6.762921e-11 3.429245e-12 1.429717e-13 4.954537e-15
[30,] 1.228462e-08 8.982744e-10 5.433585e-11 2.714323e-12 1.117290e-13
[31,] 1.209098e-07 1.044124e-08 7.439244e-10 4.382305e-11 2.136273e-12
[32,] 1.010425e-06 1.051102e-07 8.944725e-09 6.244295e-10 3.587197e-11
[33,] 6.724366e-06 8.600264e-07 8.949505e-08 7.583205e-09 5.241227e-10
[34,] 3.419644e-05 5.419869e-06 6.989102e-07 7.322600e-08 6.230490e-09
[35,] 1.319032e-04 2.578010e-05 4.120716e-06 5.366608e-07 5.680268e-08
[36,] 3.974768e-04 9.381028e-05 1.834241e-05 2.948220e-06 3.873939e-07
[37,] 1.027335e-03 2.782863e-04 6.415304e-05 1.240872e-05 1.991219e-06
[38,] 2.693053e-03 7.789390e-04 1.973988e-04 4.334427e-05 8.129392e-06
[39,] 7.765579e-03 2.381985e-03 6.354322e-04 1.481180e-04 3.016996e-05
[40,] 2.172736e-02 7.521212e-03 2.214524e-03 5.568671e-04 1.203885e-04
[41,] 5.140575e-02 2.090690e-02 7.176061e-03 2.075300e-03 5.057648e-04
[42,] 9.757818e-02 4.708445e-02 1.918036e-02 6.576916e-03 1.892655e-03
[43,] 1.470461e-01 8.427876e-02 4.080169e-02 1.665199e-02 5.715770e-03
[44,] 1.750529e-01 1.194748e-01 6.882927e-02 3.340750e-02 1.364713e-02
[45,] 1.630958e-01 1.330689e-01 9.165121e-02 5.309383e-02 2.583282e-02
[46,] 1.176295e-01 1.149738e-01 9.514698e-02 6.622031e-02 3.862103e-02
[47,] 6.519387e-02 7.615535e-02 7.588826e-02 6.379137e-02 4.493702e-02
[48,] 2.788531e-02 3.842112e-02 4.597748e-02 4.676132e-02 3.998062e-02
[49,] 9.573582e-03 1.485750e-02 2.105198e-02 2.582470e-02 2.682904e-02
[50,] 3.003892e-03 4.604604e-03 7.345356e-03 1.070628e-02 1.346819e-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  
      266.5        116.9  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1nkf81257790747.ps tmp/1nkf81257790747.png")
> system("convert tmp/2no1t1257790747.ps tmp/2no1t1257790747.png")
> system("convert tmp/3s0lj1257790747.ps tmp/3s0lj1257790747.png")
> system("convert tmp/4r4mc1257790747.ps tmp/4r4mc1257790747.png")
> system("convert tmp/5dmec1257790747.ps tmp/5dmec1257790747.png")
> system("convert tmp/6iktl1257790747.ps tmp/6iktl1257790747.png")
> system("convert tmp/773tv1257790747.ps tmp/773tv1257790747.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.004   1.318   2.576