R version 2.7.2 (2008-08-25)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
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(88827,85874,85211,87130,88620,89563,89056,88542,89504,89428,86040,96240,94423,93028,92285,91685,94260,93858,92437,92980,92099,92803,88551,98334,98329,96455,97109,97687,98512,98673,96028,98014,95580,97838,97760,99913,97588,93942,93656,93365,92881,93120,91063,90930,91946,94624,95484,95862,95530,94574,94677,93845,91533,91214,90922,89563,89945,91850,92505,92437)
> y <- c(258778,252791,256389,258961,258647,256304,250498,247883,249552,262626,264416,273049,272441,267564,265952,263937,264765,263386,258985,257334,257477,271486,274488,281274,272674,269704,268227,276444,272247,268516,263406,263619,265905,281681,287413,289423,281242,273878,269022,272630,270287,260447,262248,252806,238663,258438,266719,263279,258064,248828,248284,253376,251846,239494,239709,228793,229521,249999,254016,251178)
> x <- c(217859,208679,213188,216234,213587,209465,204045,200237,203666,241476,260307,243324,244460,233575,237217,235243,230354,227184,221678,217142,219452,256446,265845,248624,241114,229245,231805,219277,219313,212610,214771,211142,211457,240048,240636,230580,208795,197922,194596,194581,185686,178106,172608,167302,168053,202300,202388,182516,173476,166444,171297,169701,164182,161914,159612,151001,158114,186530,187069,174330)
> par7 = 'Brussels hoofdstedelijk Gewest'
> par6 = 'Waals Gewest'
> par5 = 'Vlaams Gewest'
> 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/17t921226326635.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/2c82w1226326635.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/358qi1226326635.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/4k0j41226326635.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/5zoqw1226326635.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  
  1.969e+05    3.116e-01  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6o4151226326635.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] 219983.5 221580.4 223177.3 224774.3 226371.2 227968.1 229565.0 231161.9
 [9] 232758.8 234355.8 235952.7 237549.6 239146.5 240743.4 242340.4 243937.3
[17] 245534.2 247131.1 248728.0 250324.9 251921.9 253518.8 255115.7 256712.6
[25] 258309.5 259906.5 261503.4 263100.3 264697.2 266294.1 267891.1 269488.0
[33] 271084.9 272681.8 274278.7 275875.6 277472.6 279069.5 280666.4 282263.3
[41] 283860.2 285457.2 287054.1 288651.0 290247.9 291844.8 293441.7 295038.7
[49] 296635.6 298232.5

$yords
 [1]  82538.95  82948.05  83357.15  83766.26  84175.36  84584.47  84993.57
 [8]  85402.68  85811.78  86220.88  86629.99  87039.09  87448.20  87857.30
[15]  88266.41  88675.51  89084.61  89493.72  89902.82  90311.93  90721.03
[22]  91130.14  91539.24  91948.34  92357.45  92766.55  93175.66  93584.76
[29]  93993.86  94402.97  94812.07  95221.18  95630.28  96039.39  96448.49
[36]  96857.59  97266.70  97675.80  98084.91  98494.01  98903.12  99312.22
[43]  99721.32 100130.43 100539.53 100948.64 101357.74 101766.85 102175.95
[50] 102585.05

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.851812e-11 5.151810e-11 1.337930e-10 3.224237e-10 7.191372e-10
 [2,] 1.432998e-11 3.976901e-11 1.061981e-10 2.669326e-10 6.250079e-10
 [3,] 1.282809e-11 3.169944e-11 8.145081e-11 2.064863e-10 4.994066e-10
 [4,] 1.641291e-11 3.212026e-11 6.951659e-11 1.617229e-10 3.832051e-10
 [5,] 2.835979e-11 4.688569e-11 8.123647e-11 1.534122e-10 3.170342e-10
 [6,] 5.346916e-11 8.382178e-11 1.299730e-10 2.047177e-10 3.417855e-10
 [7,] 9.937888e-11 1.535609e-10 2.325933e-10 3.437627e-10 5.041648e-10
 [8,] 1.804415e-10 2.718520e-10 4.096049e-10 6.024929e-10 8.575180e-10
 [9,] 3.271830e-10 4.677620e-10 6.890659e-10 1.013831e-09 1.452589e-09
[10,] 6.028404e-10 8.028604e-10 1.123516e-09 1.619158e-09 2.328386e-09
[11,] 1.122193e-09 1.400475e-09 1.826450e-09 2.502914e-09 3.530088e-09
[12,] 2.058422e-09 2.470151e-09 3.018537e-09 3.857612e-09 5.178657e-09
[13,] 3.618531e-09 4.298341e-09 5.048429e-09 6.047155e-09 7.578394e-09
[14,] 5.976323e-09 7.177894e-09 8.339553e-09 9.600031e-09 1.128601e-08
[15,] 9.175309e-09 1.127678e-08 1.323749e-08 1.506737e-08 1.703006e-08
[16,] 1.303988e-08 1.649026e-08 1.979382e-08 2.274901e-08 2.542143e-08
[17,] 1.714354e-08 2.235096e-08 2.758515e-08 3.239442e-08 3.653385e-08
[18,] 2.086985e-08 2.806330e-08 3.568122e-08 4.304840e-08 4.956935e-08
[19,] 2.356717e-08 3.268300e-08 4.282300e-08 5.317442e-08 6.284196e-08
[20,] 2.475196e-08 3.539514e-08 4.777575e-08 6.106043e-08 7.417423e-08
[21,] 2.427286e-08 3.578184e-08 4.972535e-08 6.536228e-08 8.158157e-08
[22,] 2.234616e-08 3.394706e-08 4.853577e-08 6.554333e-08 8.394321e-08
[23,] 1.943821e-08 3.042498e-08 4.472904e-08 6.198767e-08 8.132881e-08
[24,] 1.606905e-08 2.592799e-08 3.920011e-08 5.572613e-08 7.480912e-08
[25,] 1.265857e-08 2.109485e-08 3.284919e-08 4.795028e-08 6.587652e-08
[26,] 9.482837e-09 1.637630e-08 2.635333e-08 3.962103e-08 5.584657e-08
[27,] 6.710658e-09 1.206361e-08 2.015757e-08 3.136931e-08 4.558872e-08
[28,] 4.445270e-09 8.358669e-09 1.458057e-08 2.362738e-08 3.563716e-08
[29,] 2.731575e-09 5.396847e-09 9.878896e-09 1.676980e-08 2.643409e-08
[30,] 1.546095e-09 3.222308e-09 6.218120e-09 1.111714e-08 1.843078e-08
[31,] 8.025789e-10 1.770539e-09 3.616027e-09 6.840254e-09 1.199180e-08
[32,] 3.814881e-10 8.935065e-10 1.937916e-09 3.893652e-09 7.250235e-09
[33,] 1.661606e-10 4.143130e-10 9.571034e-10 2.049053e-09 4.066779e-09
[34,] 6.647112e-11 1.768743e-10 4.362742e-10 9.977374e-10 2.116045e-09
[35,] 2.449622e-11 6.969527e-11 1.838881e-10 4.499884e-10 1.021362e-09
[36,] 8.338423e-12 2.539773e-11 7.175058e-11 1.880051e-10 4.568797e-10
[37,] 2.625325e-12 8.563471e-12 2.590426e-11 7.265870e-11 1.889397e-10
[38,] 7.641289e-13 2.667747e-12 8.633492e-12 2.589367e-11 7.195462e-11
[39,] 2.050956e-13 7.653961e-13 2.646095e-12 8.472218e-12 2.511558e-11
[40,] 5.056283e-14 2.013588e-13 7.423234e-13 2.532694e-12 7.995158e-12
[41,] 1.139599e-14 4.834046e-14 1.896963e-13 6.884818e-13 2.310545e-12
[42,] 2.337056e-15 1.054171e-14 4.396292e-14 1.694764e-13 6.038108e-13
[43,] 4.342483e-16 2.079868e-15 9.205738e-15 3.764775e-14 1.422383e-13
[44,] 7.284868e-17 3.700600e-16 1.736546e-15 7.526845e-15 3.013056e-14
[45,] 1.100288e-17 5.922758e-17 2.944314e-16 1.351604e-15 5.729107e-15
[46,] 1.493041e-18 8.510782e-18 4.479415e-17 2.176708e-16 9.765232e-16
[47,] 1.817347e-19 1.096496e-18 6.107544e-18 3.140490e-17 1.490674e-16
[48,] 1.982041e-20 1.265329e-19 7.456581e-19 4.056091e-18 2.036551e-17
[49,] 1.935284e-21 1.306927e-20 8.146505e-20 4.687003e-19 2.488942e-18
[50,] 1.690772e-22 1.207627e-21 7.961073e-21 4.843897e-20 2.720174e-19
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.482856e-09 2.825368e-09 4.973304e-09 8.086576e-09 1.214541e-08
 [2,] 1.356908e-09 2.725904e-09 5.062640e-09 8.689119e-09 1.377924e-08
 [3,] 1.132569e-09 2.388990e-09 4.670153e-09 8.447292e-09 1.412733e-08
 [4,] 8.838762e-10 1.931906e-09 3.948007e-09 7.496521e-09 1.318893e-08
 [5,] 6.892212e-10 1.497441e-09 3.131750e-09 6.174166e-09 1.135704e-08
 [6,] 6.226773e-10 1.221220e-09 2.463172e-09 4.882400e-09 9.232040e-09
 [7,] 7.611461e-10 1.231210e-09 2.159452e-09 3.989794e-09 7.415234e-09
 [8,] 1.192131e-09 1.665452e-09 2.433975e-09 3.828168e-09 6.428570e-09
 [9,] 2.003632e-09 2.672298e-09 3.519674e-09 4.742509e-09 6.769384e-09
[10,] 3.255617e-09 4.369264e-09 5.634541e-09 7.091481e-09 8.970108e-09
[11,] 4.964237e-09 6.781915e-09 8.878671e-09 1.112854e-08 1.351053e-08
[12,] 7.149417e-09 9.835009e-09 1.313853e-08 1.680949e-08 2.055345e-08
[13,] 9.969110e-09 1.347203e-08 1.813110e-08 2.369809e-08 2.967212e-08
[14,] 1.388039e-08 1.789487e-08 2.366760e-08 3.116029e-08 3.986401e-08
[15,] 1.967939e-08 2.377110e-08 3.003495e-08 3.886317e-08 5.004186e-08
[16,] 2.827392e-08 3.217113e-08 3.819646e-08 4.729208e-08 5.983247e-08
[17,] 4.018740e-08 4.409846e-08 4.950295e-08 5.781541e-08 7.012647e-08
[18,] 5.501141e-08 5.975570e-08 6.488556e-08 7.200699e-08 8.278912e-08
[19,] 7.114708e-08 7.795790e-08 8.392052e-08 9.045521e-08 9.944166e-08
[20,] 8.607868e-08 9.612648e-08 1.043826e-07 1.117743e-07 1.199590e-07
[21,] 9.714099e-08 1.110072e-07 1.227057e-07 1.325601e-07 1.417082e-07
[22,] 1.024490e-07 1.198270e-07 1.352389e-07 1.485055e-07 1.601979e-07
[23,] 1.015308e-07 1.213148e-07 1.396778e-07 1.561547e-07 1.709206e-07
[24,] 9.533360e-08 1.160464e-07 1.359018e-07 1.543372e-07 1.713754e-07
[25,] 8.561919e-08 1.059444e-07 1.257677e-07 1.444848e-07 1.621143e-07
[26,] 7.414010e-08 9.326501e-08 1.120287e-07 1.296976e-07 1.462451e-07
[27,] 6.210429e-08 7.971316e-08 9.707337e-08 1.131826e-07 1.277734e-07
[28,] 5.016783e-08 6.617132e-08 8.223034e-08 9.702141e-08 1.098288e-07
[29,] 3.876294e-08 5.301911e-08 6.790249e-08 8.189019e-08 9.376509e-08
[30,] 2.836764e-08 4.060295e-08 5.417537e-08 6.762839e-08 7.941802e-08
[31,] 1.949838e-08 2.943468e-08 4.131318e-08 5.402518e-08 6.603348e-08
[32,] 1.251815e-08 2.005360e-08 2.983045e-08 4.125047e-08 5.311491e-08
[33,] 7.485077e-09 1.278052e-08 2.025304e-08 2.980260e-08 4.075355e-08
[34,] 4.162605e-09 7.596427e-09 1.286252e-08 2.021118e-08 2.947883e-08
[35,] 2.150322e-09 4.199245e-09 7.606196e-09 1.277820e-08 1.990940e-08
[36,] 1.029621e-09 2.151468e-09 4.167738e-09 7.483275e-09 1.245159e-08
[37,] 4.553953e-10 1.017146e-09 2.104751e-09 4.033948e-09 7.159177e-09
[38,] 1.852116e-10 4.414746e-10 9.742131e-10 1.989751e-09 3.760369e-09
[39,] 6.891702e-11 1.749977e-10 4.111028e-10 8.932580e-10 1.794794e-09
[40,] 2.334633e-11 6.304585e-11 1.574150e-10 3.633296e-10 7.750698e-10
[41,] 7.168604e-12 2.055749e-11 5.448099e-11 1.334107e-10 3.018183e-10
[42,] 1.987878e-12 6.046603e-12 1.699055e-11 4.409871e-11 1.057111e-10
[43,] 4.964053e-13 1.600112e-12 4.763377e-12 1.309459e-11 3.323893e-11
[44,] 1.113854e-13 3.802256e-13 1.198434e-12 3.487537e-12 9.369827e-12
[45,] 2.242164e-14 8.101495e-14 2.702449e-13 8.321941e-13 2.365644e-12
[46,] 4.044338e-15 1.546240e-14 5.457002e-14 1.777729e-13 5.345634e-13
[47,] 6.531421e-16 2.641555e-15 9.861131e-15 3.397813e-14 1.080611e-13
[48,] 9.438273e-17 4.037294e-16 1.593971e-15 5.808395e-15 1.953491e-14
[49,] 1.219895e-17 5.518393e-17 2.303981e-16 8.878031e-16 3.157345e-15
[50,] 1.409847e-18 6.743989e-18 2.977327e-17 1.213105e-16 4.561724e-16
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.684908e-08 2.158984e-08 2.555218e-08 2.793243e-08 2.820267e-08
 [2,] 2.018765e-08 2.732341e-08 3.416330e-08 3.945954e-08 4.210228e-08
 [3,] 2.183800e-08 3.119636e-08 4.118081e-08 5.022993e-08 5.660989e-08
 [4,] 2.147209e-08 3.232942e-08 4.500441e-08 5.791351e-08 6.888649e-08
 [5,] 1.939896e-08 3.070223e-08 4.497798e-08 6.096159e-08 7.642392e-08
 [6,] 1.639076e-08 2.711417e-08 4.164141e-08 5.927293e-08 7.813385e-08
 [7,] 1.335273e-08 2.277707e-08 3.637836e-08 5.409457e-08 7.469088e-08
 [8,] 1.109542e-08 1.888538e-08 3.079458e-08 4.732417e-08 6.797341e-08
 [9,] 1.033448e-08 1.646661e-08 2.632332e-08 4.083037e-08 6.017105e-08
[10,] 1.180794e-08 1.650807e-08 2.426202e-08 3.627691e-08 5.330840e-08
[11,] 1.627336e-08 2.007269e-08 2.599260e-08 3.537154e-08 4.940353e-08
[12,] 2.423383e-08 2.810031e-08 3.293586e-08 4.001054e-08 5.077873e-08
[13,] 3.549488e-08 4.085808e-08 4.600167e-08 5.184566e-08 5.983614e-08
[14,] 4.890703e-08 5.737849e-08 6.476465e-08 7.130313e-08 7.805604e-08
[15,] 6.267961e-08 7.543330e-08 8.699709e-08 9.666613e-08 1.047030e-07
[16,] 7.531936e-08 9.238621e-08 1.091894e-07 1.240717e-07 1.362100e-07
[17,] 8.668922e-08 1.066360e-07 1.281174e-07 1.488795e-07 1.670592e-07
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[28,] 8.925221e-09 4.522156e-09 2.131607e-09 9.330298e-10 3.786994e-10
[29,] 1.468260e-08 7.796926e-09 3.857115e-09 1.773801e-09 7.570808e-10
[30,] 2.238846e-08 1.241978e-08 6.429290e-09 3.098459e-09 1.387559e-09
[31,] 3.174835e-08 1.833708e-08 9.902818e-09 4.987545e-09 2.337781e-09
[32,] 4.203526e-08 2.519502e-08 1.415005e-08 7.426099e-09 3.633551e-09
[33,] 5.215679e-08 3.234231e-08 1.883209e-08 1.026798e-08 5.229840e-09
[34,] 6.083721e-08 3.891864e-08 2.342729e-08 1.323262e-08 6.996162e-09
[35,] 6.691792e-08 4.403215e-08 2.732380e-08 1.594406e-08 8.726467e-09
[36,] 6.974914e-08 4.701814e-08 2.997472e-08 1.801459e-08 1.017809e-08
[37,] 6.954720e-08 4.772460e-08 3.109432e-08 1.916492e-08 1.113785e-08
[38,] 6.749379e-08 4.669513e-08 3.083163e-08 1.935272e-08 1.150381e-08
[39,] 6.539810e-08 4.509374e-08 2.981882e-08 1.885388e-08 1.135585e-08
[40,] 6.497578e-08 4.431313e-08 2.901299e-08 1.823226e-08 1.097667e-08
[41,] 6.706803e-08 4.539643e-08 2.934765e-08 1.817093e-08 1.079177e-08
[42,] 7.120108e-08 4.853869e-08 3.132726e-08 1.920859e-08 1.122919e-08
[43,] 7.570638e-08 5.291098e-08 3.474619e-08 2.148302e-08 1.254109e-08
[44,] 7.833773e-08 5.689657e-08 3.866646e-08 2.459351e-08 1.465458e-08
[45,] 7.712167e-08 5.865729e-08 4.168963e-08 2.765916e-08 1.712134e-08
[46,] 7.111375e-08 5.682614e-08 4.244970e-08 2.958775e-08 1.921459e-08
[47,] 6.076879e-08 5.105530e-08 4.015074e-08 2.948222e-08 2.017151e-08
[48,] 4.776230e-08 4.216810e-08 3.490846e-08 2.701768e-08 1.949956e-08
[49,] 3.433522e-08 3.182159e-08 2.770775e-08 2.259146e-08 1.719744e-08
[50,] 2.247988e-08 2.184430e-08 1.998324e-08 1.714860e-08 1.375906e-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  
  5.024e+04    1.639e-01  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7w6le1226326635.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] 132682.2 135773.7 138865.1 141956.6 145048.1 148139.5 151231.0 154322.4
 [9] 157413.9 160505.4 163596.8 166688.3 169779.7 172871.2 175962.7 179054.1
[17] 182145.6 185237.0 188328.5 191420.0 194511.4 197602.9 200694.3 203785.8
[25] 206877.3 209968.7 213060.2 216151.7 219243.1 222334.6 225426.0 228517.5
[33] 231609.0 234700.4 237791.9 240883.3 243974.8 247066.3 250157.7 253249.2
[41] 256340.6 259432.1 262523.6 265615.0 268706.5 271797.9 274889.4 277980.9
[49] 281072.3 284163.8

$yords
 [1]  82538.95  82948.05  83357.15  83766.26  84175.36  84584.47  84993.57
 [8]  85402.68  85811.78  86220.88  86629.99  87039.09  87448.20  87857.30
[15]  88266.41  88675.51  89084.61  89493.72  89902.82  90311.93  90721.03
[22]  91130.14  91539.24  91948.34  92357.45  92766.55  93175.66  93584.76
[29]  93993.86  94402.97  94812.07  95221.18  95630.28  96039.39  96448.49
[36]  96857.59  97266.70  97675.80  98084.91  98494.01  98903.12  99312.22
[43]  99721.32 100130.43 100539.53 100948.64 101357.74 101766.85 102175.95
[50] 102585.05

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 6.743853e-12 1.586201e-11 3.537239e-11 7.479652e-11 1.499939e-10
 [2,] 8.427273e-12 2.004472e-11 4.520991e-11 9.670510e-11 1.962095e-10
 [3,] 9.905832e-12 2.383060e-11 5.437288e-11 1.176788e-10 2.416361e-10
 [4,] 1.096267e-11 2.667582e-11 6.158103e-11 1.348835e-10 2.803715e-10
 [5,] 1.144240e-11 2.815372e-11 6.575457e-11 1.457756e-10 3.068083e-10
 [6,] 1.131129e-11 2.809493e-11 6.633445e-11 1.488046e-10 3.171042e-10
 [7,] 1.071452e-11 2.670282e-11 6.353179e-11 1.439660e-10 3.103819e-10
 [8,] 1.005441e-11 2.466501e-11 5.850224e-11 1.331173e-10 2.893866e-10
 [9,] 1.015777e-11 2.335451e-11 5.356403e-11 1.201902e-10 2.606871e-10
[10,] 1.265732e-11 2.530357e-11 5.272345e-11 1.116698e-10 2.349353e-10
[11,] 2.077354e-11 3.522131e-11 6.289868e-11 1.179089e-10 2.280129e-10
[12,] 4.071619e-11 6.187197e-11 9.628848e-11 1.559038e-10 2.639671e-10
[13,] 8.386323e-11 1.210500e-10 1.742190e-10 2.539838e-10 3.803465e-10
[14,] 1.696130e-10 2.395452e-10 3.323613e-10 4.582992e-10 6.357911e-10
[15,] 3.282446e-10 4.592461e-10 6.262680e-10 8.398348e-10 1.118345e-09
[16,] 6.022873e-10 8.393882e-10 1.134707e-09 1.498898e-09 1.950915e-09
[17,] 1.044094e-09 1.453785e-09 1.956690e-09 2.562041e-09 3.288015e-09
[18,] 1.707180e-09 2.379531e-09 3.197458e-09 4.165424e-09 5.296675e-09
[19,] 2.630193e-09 3.675252e-09 4.940445e-09 6.420439e-09 8.116213e-09
[20,] 3.815527e-09 5.351126e-09 7.207458e-09 9.363562e-09 1.179833e-08
[21,] 5.208814e-09 7.338846e-09 9.917145e-09 1.290216e-08 1.624041e-08
[22,] 6.688724e-09 9.474640e-09 1.285898e-08 1.677756e-08 2.113683e-08
[23,] 8.076135e-09 1.150870e-08 1.570128e-08 2.056965e-08 2.597837e-08
[24,] 9.166035e-09 1.314721e-08 1.804348e-08 2.375827e-08 3.012038e-08
[25,] 9.776026e-09 1.411992e-08 1.950550e-08 2.583530e-08 3.291628e-08
[26,] 9.796221e-09 1.425301e-08 1.982836e-08 2.643656e-08 3.388177e-08
[27,] 9.222088e-09 1.352047e-08 1.895010e-08 2.544747e-08 3.283365e-08
[28,] 8.157113e-09 1.205389e-08 1.702714e-08 2.304121e-08 2.994982e-08
[29,] 6.784253e-09 1.010650e-08 1.439226e-08 1.963361e-08 2.572545e-08
[30,] 5.317743e-09 7.986173e-09 1.146643e-08 1.577308e-08 2.084257e-08
[31,] 3.953515e-09 5.982995e-09 8.658294e-09 1.200814e-08 1.600394e-08
[32,] 2.834292e-09 4.315523e-09 6.285791e-09 8.778845e-09 1.179005e-08
[33,] 2.036433e-09 3.107743e-09 4.538820e-09 6.360306e-09 8.578868e-09
[34,] 1.575470e-09 2.393994e-09 3.481597e-09 4.859799e-09 6.534400e-09
[35,] 1.421228e-09 2.139300e-09 3.078483e-09 4.247684e-09 5.641699e-09
[36,] 1.513456e-09 2.261666e-09 3.224259e-09 4.396706e-09 5.755721e-09
[37,] 1.773430e-09 2.648942e-09 3.767524e-09 5.113050e-09 6.640944e-09
[38,] 2.112322e-09 3.170825e-09 4.527059e-09 6.157591e-09 7.997764e-09
[39,] 2.439818e-09 3.691170e-09 5.308328e-09 7.266701e-09 9.487102e-09
[40,] 2.675484e-09 4.084768e-09 5.926770e-09 8.182551e-09 1.076730e-08
[41,] 2.761856e-09 4.257720e-09 6.237553e-09 8.693962e-09 1.154685e-08
[42,] 2.675050e-09 4.165224e-09 6.163457e-09 8.677347e-09 1.164077e-08
[43,] 2.428027e-09 3.819031e-09 5.709214e-09 8.121278e-09 1.100911e-08
[44,] 2.064236e-09 3.280124e-09 4.954554e-09 7.122235e-09 9.758683e-09
[45,] 1.643501e-09 2.638509e-09 4.027187e-09 5.851017e-09 8.104594e-09
[46,] 1.225335e-09 1.987569e-09 3.065660e-09 4.502076e-09 6.305156e-09
[47,] 8.554651e-10 1.402062e-09 2.185511e-09 3.244412e-09 4.594617e-09
[48,] 5.592537e-10 9.261664e-10 1.459091e-09 2.189731e-09 3.135997e-09
[49,] 3.423531e-10 5.729104e-10 9.122430e-10 1.384121e-09 2.004790e-09
[50,] 1.962454e-10 3.318652e-10 5.341200e-10 8.193829e-10 1.200406e-09
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.853094e-10 5.148665e-10 8.816739e-10 1.433077e-09 2.211607e-09
 [2,] 3.776853e-10 6.898847e-10 1.196108e-09 1.968968e-09 3.078394e-09
 [3,] 4.708337e-10 8.708094e-10 1.529157e-09 2.550319e-09 4.041178e-09
 [4,] 5.531861e-10 1.036307e-09 1.843825e-09 3.116865e-09 5.007879e-09
 [5,] 6.131477e-10 1.163851e-09 2.098963e-09 3.597900e-09 5.864231e-09
 [6,] 6.419967e-10 1.235102e-09 2.258628e-09 3.927522e-09 6.496930e-09
 [7,] 6.363925e-10 1.240880e-09 2.301362e-09 4.060894e-09 6.820351e-09
 [8,] 5.998125e-10 1.184257e-09 2.226566e-09 3.986553e-09 6.798763e-09
 [9,] 5.428323e-10 1.081262e-09 2.056466e-09 3.731437e-09 6.457620e-09
[10,] 4.829125e-10 9.599152e-10 1.834288e-09 3.358566e-09 5.882213e-09
[11,] 4.449174e-10 8.594060e-10 1.621135e-09 2.960599e-09 5.207218e-09
[12,] 4.637024e-10 8.314438e-10 1.494712e-09 2.653999e-09 4.603965e-09
[13,] 5.896401e-10 9.451286e-10 1.552132e-09 2.577572e-09 4.271585e-09
[14,] 8.968919e-10 1.295136e-09 1.916744e-09 2.895974e-09 4.434202e-09
[15,] 1.492554e-09 2.010893e-09 2.746154e-09 3.804857e-09 5.340764e-09
[16,] 2.522562e-09 3.262012e-09 4.235867e-09 5.531065e-09 7.259758e-09
[17,] 4.167843e-09 5.252973e-09 6.611148e-09 8.319911e-09 1.045995e-08
[18,] 6.622836e-09 8.198972e-09 1.009933e-08 1.240248e-08 1.517082e-08
[19,] 1.005029e-08 1.227669e-08 1.487715e-08 1.793945e-08 2.152195e-08
[20,] 1.451330e-08 1.755080e-08 2.099466e-08 2.494481e-08 2.946801e-08
[21,] 1.989792e-08 2.388958e-08 2.828875e-08 3.320296e-08 3.871431e-08
[22,] 2.585375e-08 3.089797e-08 3.631434e-08 4.220532e-08 4.866691e-08
[23,] 3.178714e-08 3.790554e-08 4.433062e-08 5.114128e-08 5.843687e-08
[24,] 3.693338e-08 4.404024e-08 5.137564e-08 5.897554e-08 6.692555e-08
[25,] 4.050799e-08 4.839226e-08 5.643707e-08 6.462160e-08 7.299948e-08
[26,] 4.190084e-08 5.023236e-08 5.868640e-08 6.718239e-08 7.572919e-08
[27,] 4.084879e-08 4.921492e-08 5.770517e-08 6.618917e-08 7.462853e-08
[28,] 3.752101e-08 4.548956e-08 5.361980e-08 6.175235e-08 6.981092e-08
[29,] 3.248140e-08 3.967422e-08 4.708788e-08 5.456013e-08 6.199520e-08
[30,] 2.654200e-08 3.269801e-08 3.913644e-08 4.571698e-08 5.234653e-08
[31,] 2.056414e-08 2.557374e-08 3.091235e-08 3.647939e-08 4.220425e-08
[32,] 1.527908e-08 1.918313e-08 2.343601e-08 2.798453e-08 3.279363e-08
[33,] 1.118032e-08 1.413995e-08 1.743611e-08 2.106021e-08 2.501684e-08
[34,] 8.500410e-09 1.075244e-08 1.329651e-08 1.615706e-08 1.937360e-08
[35,] 7.248439e-09 9.061560e-09 1.109395e-08 1.338536e-08 1.599832e-08
[36,] 7.268492e-09 8.908820e-09 1.067493e-08 1.260111e-08 1.475611e-08
[37,] 8.288478e-09 9.994660e-09 1.172397e-08 1.348467e-08 1.533266e-08
[38,] 9.951607e-09 1.191475e-08 1.380440e-08 1.558573e-08 1.728350e-08
[39,] 1.184365e-08 1.418809e-08 1.638502e-08 1.834618e-08 2.005089e-08
[40,] 1.353477e-08 1.630089e-08 1.888188e-08 2.113487e-08 2.298642e-08
[41,] 1.464340e-08 1.777886e-08 2.073449e-08 2.332146e-08 2.541524e-08
[42,] 1.490935e-08 1.827656e-08 2.150855e-08 2.438740e-08 2.674821e-08
[43,] 1.424942e-08 1.765241e-08 2.099086e-08 2.403929e-08 2.660991e-08
[44,] 1.276945e-08 1.599546e-08 1.923505e-08 2.227637e-08 2.492901e-08
[45,] 1.072409e-08 1.358828e-08 1.653346e-08 1.937786e-08 2.194687e-08
[46,] 8.438291e-09 1.081811e-08 1.332326e-08 1.581104e-08 1.813553e-08
[47,] 6.220152e-09 8.070035e-09 1.006252e-08 1.209519e-08 1.405657e-08
[48,] 4.295107e-09 5.640198e-09 7.121704e-09 8.672647e-09 1.021517e-08
[49,] 2.778188e-09 3.693061e-09 4.722844e-09 5.827920e-09 6.958674e-09
[50,] 1.683295e-09 2.265386e-09 2.934584e-09 3.669975e-09 4.442852e-09
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.241681e-09 4.514634e-09 5.976572e-09 7.524380e-09 9.013991e-09
 [2,] 4.572874e-09 6.456770e-09 8.669741e-09 1.107615e-08 1.347156e-08
 [3,] 6.086519e-09 8.717136e-09 1.187792e-08 1.540668e-08 1.903475e-08
 [4,] 7.650973e-09 1.112027e-08 1.538437e-08 2.027028e-08 2.545253e-08
 [5,] 9.092643e-09 1.341852e-08 1.885780e-08 2.525260e-08 3.224242e-08
 [6,] 1.022862e-08 1.533438e-08 2.190257e-08 2.982356e-08 3.873781e-08
 [7,] 1.090772e-08 1.661951e-08 2.413740e-08 3.343480e-08 4.419865e-08
 [8,] 1.104797e-08 1.711350e-08 2.528169e-08 3.563779e-08 4.796213e-08
 [9,] 1.065919e-08 1.678514e-08 2.522417e-08 3.618912e-08 4.959237e-08
[10,] 9.845930e-09 1.574526e-08 2.405461e-08 3.511274e-08 4.898593e-08
[11,] 8.793418e-09 1.423183e-08 2.205377e-08 3.270450e-08 4.640488e-08
[12,] 7.745645e-09 1.257742e-08 1.965129e-08 2.948533e-08 4.243462e-08
[13,] 6.985140e-09 1.117324e-08 1.737015e-08 2.612424e-08 3.788796e-08
[14,] 6.819541e-09 1.043941e-08 1.577393e-08 2.335607e-08 3.368822e-08
[15,] 7.572573e-09 1.080203e-08 1.542322e-08 2.190888e-08 3.075889e-08
[16,] 9.570747e-09 1.266850e-08 1.683484e-08 2.244066e-08 2.992992e-08
[17,] 1.311561e-08 1.638940e-08 2.043133e-08 2.547401e-08 3.185378e-08
[18,] 1.843551e-08 2.220027e-08 2.647252e-08 3.131792e-08 3.691871e-08
[19,] 2.561905e-08 3.014789e-08 3.497411e-08 3.998004e-08 4.515786e-08
[20,] 3.454144e-08 4.001692e-08 4.563342e-08 5.109105e-08 5.617342e-08
[21,] 4.480185e-08 5.127991e-08 5.779051e-08 6.387382e-08 6.911061e-08
[22,] 5.569392e-08 6.309275e-08 7.044911e-08 7.718597e-08 8.271433e-08
[23,] 6.623273e-08 7.435209e-08 8.236862e-08 8.964504e-08 9.547972e-08
[24,] 7.525597e-08 8.382143e-08 9.222247e-08 9.982193e-08 1.058768e-07
[25,] 8.160265e-08 9.031941e-08 9.880344e-08 1.064698e-07 1.126050e-07
[26,] 8.434482e-08 9.294365e-08 1.012432e-07 1.087455e-07 1.148238e-07
[27,] 8.301612e-08 9.128042e-08 9.919999e-08 1.063783e-07 1.123091e-07
[28,] 7.776078e-08 8.553437e-08 9.296059e-08 9.974079e-08 1.054983e-07
[29,] 6.933806e-08 7.652092e-08 8.341063e-08 8.979124e-08 9.540361e-08
[30,] 5.896396e-08 6.550393e-08 7.186143e-08 7.788333e-08 8.340312e-08
[31,] 4.803617e-08 5.391969e-08 5.977245e-08 6.548508e-08 7.095417e-08
[32,] 3.783680e-08 4.307738e-08 4.845416e-08 5.388661e-08 5.930731e-08
[33,] 2.931201e-08 3.393529e-08 3.884770e-08 4.398849e-08 4.930620e-08
[34,] 2.298600e-08 2.701421e-08 3.144405e-08 3.623144e-08 4.133048e-08
[35,] 1.900129e-08 2.244467e-08 2.634176e-08 3.066734e-08 3.538043e-08
[36,] 1.722615e-08 2.008786e-08 2.338336e-08 2.711149e-08 3.124338e-08
[37,] 1.735712e-08 1.965215e-08 2.228693e-08 2.528929e-08 2.865312e-08
[38,] 1.897296e-08 2.075286e-08 2.271276e-08 2.491039e-08 2.737120e-08
[39,] 2.154416e-08 2.291370e-08 2.425731e-08 2.565672e-08 2.717089e-08
[40,] 2.443865e-08 2.555232e-08 2.641720e-08 2.712575e-08 2.776313e-08
[41,] 2.696904e-08 2.800394e-08 2.858471e-08 2.879641e-08 2.873475e-08
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[21,] 1.454088e-07 1.343647e-07 1.217940e-07 1.085697e-07 9.535875e-08
[22,] 1.471050e-07 1.387622e-07 1.285944e-07 1.173926e-07 1.057796e-07
[23,] 1.479695e-07 1.426788e-07 1.354125e-07 1.267909e-07 1.173139e-07
[24,] 1.476760e-07 1.454038e-07 1.412246e-07 1.355208e-07 1.285952e-07
[25,] 1.463219e-07 1.466180e-07 1.453102e-07 1.425169e-07 1.382941e-07
[26,] 1.443818e-07 1.464707e-07 1.474467e-07 1.471847e-07 1.454832e-07
[27,] 1.425034e-07 1.454725e-07 1.479166e-07 1.495240e-07 1.498632e-07
[28,] 1.412355e-07 1.442576e-07 1.473335e-07 1.500405e-07 1.517710e-07
[29,] 1.407926e-07 1.433063e-07 1.463577e-07 1.494849e-07 1.519661e-07
[30,] 1.409362e-07 1.427299e-07 1.454058e-07 1.485144e-07 1.512738e-07
[31,] 1.410080e-07 1.421903e-07 1.444596e-07 1.474059e-07 1.502235e-07
[32,] 1.400950e-07 1.409756e-07 1.430399e-07 1.459237e-07 1.488181e-07
[33,] 1.372711e-07 1.382036e-07 1.403505e-07 1.433894e-07 1.465204e-07
[34,] 1.318387e-07 1.330811e-07 1.355369e-07 1.389214e-07 1.424559e-07
[35,] 1.235055e-07 1.251389e-07 1.279701e-07 1.317536e-07 1.357509e-07
[36,] 1.124560e-07 1.143745e-07 1.174627e-07 1.215213e-07 1.258761e-07
[37,] 9.930616e-08 1.012692e-07 1.043549e-07 1.084193e-07 1.128775e-07
[38,] 8.496353e-08 8.668246e-08 8.945187e-08 9.318966e-08 9.741856e-08
[39,] 7.043365e-08 7.166175e-08 7.384174e-08 7.695329e-08 8.063478e-08
[40,] 5.662804e-08 5.722653e-08 5.865585e-08 6.095064e-08 6.386056e-08
[41,] 4.422332e-08 4.418705e-08 4.484623e-08 4.627798e-08 4.832873e-08
[42,] 3.360094e-08 3.304257e-08 3.303997e-08 3.369717e-08 3.493672e-08
[43,] 2.486702e-08 2.397140e-08 2.349769e-08 2.356087e-08 2.413726e-08
[44,] 1.792578e-08 1.689385e-08 1.616444e-08 1.584962e-08 1.595885e-08
[45,] 1.256825e-08 1.156950e-08 1.077443e-08 1.028202e-08 1.011818e-08
[46,] 8.545221e-09 7.690910e-09 6.964557e-09 6.446382e-09 6.166876e-09
[47,] 5.611101e-09 4.950080e-09 4.363669e-09 3.911794e-09 3.622379e-09
[48,] 3.541981e-09 3.073392e-09 2.645021e-09 2.298189e-09 2.054938e-09
[49,] 2.139669e-09 1.832877e-09 1.546131e-09 1.305702e-09 1.127117e-09
[50,] 1.231979e-09 1.045394e-09 8.681431e-10 7.155769e-10 5.975960e-10
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.694337e-10 1.090515e-10 6.706875e-11 3.934346e-11 2.198681e-11
 [2,] 3.749255e-10 2.441947e-10 1.519752e-10 9.021977e-11 5.102910e-11
 [3,] 7.803430e-10 5.143415e-10 3.239461e-10 1.946380e-10 1.114365e-10
 [4,] 1.528129e-09 1.019348e-09 6.497850e-10 3.951884e-10 2.290589e-10
 [5,] 2.816654e-09 1.901596e-09 1.226978e-09 7.554534e-10 4.433605e-10
 [6,] 4.888816e-09 3.340715e-09 2.182111e-09 1.360327e-09 8.084710e-10
 [7,] 7.994870e-09 5.530012e-09 3.657048e-09 2.308627e-09 1.389677e-09
 [8,] 1.232692e-08 8.631212e-09 5.779490e-09 3.695130e-09 2.253190e-09
 [9,] 1.793537e-08 1.271286e-08 8.620146e-09 5.582525e-09 3.448877e-09
[10,] 2.465299e-08 1.768943e-08 1.214701e-08 7.969253e-09 4.989068e-09
[11,] 3.206231e-08 2.328735e-08 1.619486e-08 1.076500e-08 6.830625e-09
[12,] 3.953827e-08 2.906431e-08 2.047033e-08 1.378855e-08 8.870250e-09
[13,] 4.637655e-08 3.449544e-08 2.460611e-08 1.679982e-08 1.096242e-08
[14,] 5.198538e-08 3.911640e-08 2.826259e-08 1.956879e-08 1.296436e-08
[15,] 5.608670e-08 4.268804e-08 3.125575e-08 2.197035e-08 1.480348e-08
[16,] 5.885787e-08 4.532996e-08 3.367395e-08 2.408028e-08 1.655237e-08
[17,] 6.095492e-08 4.757060e-08 3.594050e-08 2.623926e-08 1.848706e-08
[18,] 6.339062e-08 5.027925e-08 3.878559e-08 2.905113e-08 2.110035e-08
[19,] 6.728529e-08 5.447760e-08 4.311202e-08 3.329301e-08 2.504579e-08
[20,] 7.355119e-08 6.106624e-08 4.976954e-08 3.973730e-08 3.100296e-08
[21,] 8.259923e-08 7.053590e-08 5.928751e-08 4.891683e-08 3.948105e-08
[22,] 9.416162e-08 8.275205e-08 7.164384e-08 6.089730e-08 5.060902e-08
[23,] 1.072993e-07 9.689594e-08 8.615704e-08 7.513924e-08 6.398543e-08
[24,] 1.206116e-07 1.116068e-07 1.015650e-07 9.052270e-08 7.866152e-08
[25,] 1.325979e-07 1.253058e-07 1.162969e-07 1.055614e-07 9.329762e-08
[26,] 1.420627e-07 1.366104e-07 1.288712e-07 1.187621e-07 1.064700e-07
[27,] 1.484250e-07 1.447003e-07 1.382885e-07 1.290169e-07 1.170362e-07
[28,] 1.518197e-07 1.494999e-07 1.442749e-07 1.358828e-07 1.244277e-07
[29,] 1.529475e-07 1.515996e-07 1.472742e-07 1.396370e-07 1.287512e-07
[30,] 1.527283e-07 1.519423e-07 1.481855e-07 1.410754e-07 1.306530e-07
[31,] 1.518906e-07 1.513941e-07 1.479443e-07 1.411305e-07 1.309930e-07
[32,] 1.506578e-07 1.503694e-07 1.471135e-07 1.404595e-07 1.304593e-07
[33,] 1.486504e-07 1.486559e-07 1.456477e-07 1.391685e-07 1.292774e-07
[34,] 1.450385e-07 1.455070e-07 1.429204e-07 1.367795e-07 1.271296e-07
[35,] 1.388776e-07 1.399553e-07 1.379973e-07 1.324485e-07 1.233114e-07
[36,] 1.294963e-07 1.312219e-07 1.300414e-07 1.253413e-07 1.170549e-07
[37,] 1.167906e-07 1.190610e-07 1.186877e-07 1.150128e-07 1.078863e-07
[38,] 1.013253e-07 1.039180e-07 1.042489e-07 1.016449e-07 9.587712e-08
[39,] 8.421899e-08 8.685354e-08 8.768504e-08 8.606173e-08 8.169691e-08
[40,] 6.686897e-08 6.928078e-08 7.036688e-08 6.953246e-08 6.646342e-08
[41,] 5.062214e-08 5.262072e-08 5.373388e-08 5.345015e-08 5.145983e-08
[42,] 3.650186e-08 3.799852e-08 3.897293e-08 3.901037e-08 3.783134e-08
[43,] 2.506394e-08 2.606703e-08 2.681563e-08 2.699202e-08 2.636298e-08
[44,] 1.639728e-08 1.698461e-08 1.749159e-08 1.768796e-08 1.739242e-08
[45,] 1.023355e-08 1.051595e-08 1.081443e-08 1.097091e-08 1.085340e-08
[46,] 6.104458e-09 6.193370e-09 6.339204e-09 6.439032e-09 6.402590e-09
[47,] 3.488963e-09 3.475456e-09 3.525823e-09 3.576502e-09 3.569340e-09
[48,] 1.915789e-09 1.862353e-09 1.863133e-09 1.880906e-09 1.880329e-09
[49,] 1.013228e-09 9.554554e-10 9.370729e-10 9.374295e-10 9.362411e-10
[50,] 5.171287e-10 4.705899e-10 4.496155e-10 4.433639e-10 4.408418e-10
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.169615e-11 5.919554e-12 2.849389e-12 1.304167e-12 5.675013e-13
 [2,] 2.747799e-11 1.407925e-11 6.861997e-12 3.180496e-12 1.401649e-12
 [3,] 6.074924e-11 3.151693e-11 1.555541e-11 7.302025e-12 3.259475e-12
 [4,] 1.264357e-10 6.642681e-11 3.320525e-11 1.578849e-11 7.139269e-12
 [5,] 2.478296e-10 1.318747e-10 6.677458e-11 3.216421e-11 1.473482e-11
 [6,] 4.577218e-10 2.467236e-10 1.265638e-10 6.176708e-11 2.867082e-11
 [7,] 7.970063e-10 4.352518e-10 2.262325e-10 1.118797e-10 5.262645e-11
 [8,] 1.309271e-09 7.245232e-10 3.816417e-10 1.912817e-10 9.119444e-11
 [9,] 2.030823e-09 1.138997e-09 6.081406e-10 3.089845e-10 1.493398e-10
[10,] 2.977608e-09 1.692979e-09 9.164970e-10 4.721910e-10 2.314534e-10
[11,] 4.133165e-09 2.383154e-09 1.308632e-09 6.840533e-10 3.402749e-10
[12,] 5.443998e-09 3.185096e-09 1.775413e-09 9.424832e-10 4.763621e-10
[13,] 6.829235e-09 4.058440e-09 2.299526e-09 1.241877e-09 6.392025e-10
[14,] 8.209089e-09 4.964546e-09 2.866355e-09 1.579792e-09 8.313087e-10
[15,] 9.551258e-09 5.897542e-09 3.484279e-09 1.969974e-09 1.066421e-09
[16,] 1.092689e-08 6.924572e-09 4.212701e-09 2.461308e-09 1.381953e-09
[17,] 1.255967e-08 8.224756e-09 5.191478e-09 3.159127e-09 1.853835e-09
[18,] 1.484586e-08 1.011040e-08 6.660301e-09 4.241347e-09 2.609052e-09
[19,] 1.832233e-08 1.301127e-08 8.953014e-09 5.958459e-09 3.828342e-09
[20,] 2.356903e-08 1.740707e-08 1.245325e-08 8.606128e-09 5.730542e-09
[21,] 3.105188e-08 2.370742e-08 1.750704e-08 1.246472e-08 8.533005e-09
[22,] 4.094036e-08 3.210161e-08 2.430544e-08 1.771239e-08 1.239074e-08
[23,] 5.295984e-08 4.242452e-08 3.277069e-08 2.433447e-08 1.732851e-08
[24,] 6.634684e-08 5.409680e-08 4.249249e-08 3.206365e-08 2.319015e-08
[25,] 7.995289e-08 6.618508e-08 5.275494e-08 4.038480e-08 2.963056e-08
[26,] 9.249114e-08 7.758768e-08 6.266674e-08 4.861865e-08 3.616414e-08
[27,] 1.028565e-07 8.729798e-08 7.136405e-08 5.606756e-08 4.226176e-08
[28,] 1.104064e-07 9.465493e-08 7.821847e-08 6.217597e-08 4.746546e-08
[29,] 1.150920e-07 9.948428e-08 8.297179e-08 6.664676e-08 5.147982e-08
[30,] 1.173819e-07 1.020717e-07 8.574412e-08 6.946928e-08 5.420715e-08
[31,] 1.180049e-07 1.029766e-07 8.691263e-08 7.085091e-08 5.571687e-08
[32,] 1.176146e-07 1.027620e-07 8.691181e-08 7.108337e-08 5.616690e-08
[33,] 1.165108e-07 1.017496e-07 8.603701e-08 7.040041e-08 5.571234e-08
[34,] 1.145276e-07 9.989729e-08 8.432945e-08 6.888347e-08 5.443843e-08
[35,] 1.111293e-07 9.684427e-08 8.158492e-08 6.644980e-08 5.234178e-08
[36,] 1.056691e-07 9.209938e-08 7.747728e-08 6.292302e-08 4.936324e-08
[37,] 9.770092e-08 8.529217e-08 7.174235e-08 5.815360e-08 4.545572e-08
[38,] 8.722024e-08 7.638416e-08 6.434599e-08 5.213825e-08 4.065748e-08
[39,] 7.474374e-08 6.575887e-08 5.556954e-08 4.508930e-08 3.513943e-08
[40,] 6.120706e-08 5.416197e-08 4.598196e-08 3.742657e-08 2.920576e-08
[41,] 4.773219e-08 4.252360e-08 3.631441e-08 2.969631e-08 2.324619e-08
[42,] 3.535883e-08 3.173604e-08 2.728951e-08 2.245008e-08 1.765745e-08
[43,] 2.483346e-08 2.246717e-08 1.946804e-08 1.612870e-08 1.276303e-08
[44,] 1.651244e-08 1.506325e-08 1.316045e-08 1.098893e-08 8.758313e-09
[45,] 1.038372e-08 9.552611e-09 8.418244e-09 7.088860e-09 5.695223e-09
[46,] 6.170358e-09 5.724439e-09 5.089541e-09 4.324020e-09 3.503952e-09
[47,] 3.462774e-09 3.239011e-09 2.905610e-09 2.491252e-09 2.037105e-09
[48,] 1.834505e-09 1.729389e-09 1.565176e-09 1.354478e-09 1.117937e-09
[49,] 9.172795e-10 8.709012e-10 7.950211e-10 6.944105e-10 5.786033e-10
[50,] 4.328830e-10 4.135221e-10 3.805897e-10 3.354796e-10 2.822088e-10
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 2.347496e-13 9.230179e-14 3.449452e-14 1.225164e-14 4.135339e-15
 [2,] 5.872564e-13 2.338912e-13 8.854341e-14 3.185776e-14 1.089306e-14
 [3,] 1.383341e-12 5.581258e-13 2.140452e-13 7.801898e-14 2.702507e-14
 [4,] 3.069522e-12 1.254660e-12 4.874820e-13 1.800157e-13 6.317188e-14
 [5,] 6.418606e-12 2.658182e-12 1.046422e-12 3.915078e-13 1.391940e-13
 [6,] 1.265498e-11 5.310506e-12 2.118285e-12 8.030337e-13 2.892770e-13
 [7,] 2.353999e-11 1.001069e-11 4.046612e-12 1.554576e-12 5.674850e-13
 [8,] 4.134521e-11 1.782149e-11 7.301933e-12 2.843352e-12 1.052101e-12
 [9,] 6.864369e-11 2.999939e-11 1.246320e-11 4.921392e-12 1.846897e-12
[10,] 1.079077e-10 4.784061e-11 2.016674e-11 8.082337e-12 3.079634e-12
[11,] 1.610430e-10 7.250542e-11 3.105296e-11 1.265236e-11 4.905234e-12
[12,] 2.292149e-10 1.050037e-10 4.580365e-11 1.903170e-11 7.536392e-12
[13,] 3.135914e-10 1.466861e-10 6.545431e-11 2.788258e-11 1.134993e-11
[14,] 4.178359e-10 2.007379e-10 9.226515e-11 4.061918e-11 1.715085e-11
[15,] 5.531637e-10 2.752146e-10 1.314878e-10 6.039853e-11 2.670553e-11
[16,] 7.462751e-10 3.879363e-10 1.942765e-10 9.378472e-11 4.365309e-11
[17,] 1.049300e-09 5.728913e-10 3.016444e-10 1.530886e-10 7.482690e-11
[18,] 1.548989e-09 8.866253e-10 4.886810e-10 2.590112e-10 1.318275e-10
[19,] 2.370288e-09 1.411651e-09 8.073294e-10 4.426759e-10 2.323872e-10
[20,] 3.668265e-09 2.252903e-09 1.325269e-09 7.456290e-10 4.007565e-10
[21,] 5.603764e-09 3.523765e-09 2.118523e-09 1.216302e-09 6.662301e-10
[22,] 8.303182e-09 5.321087e-09 3.256941e-09 1.902170e-09 1.059248e-09
[23,] 1.181068e-08 7.693601e-09 4.784645e-09 2.838452e-09 1.605335e-09
[24,] 1.604861e-08 1.061334e-08 6.700862e-09 4.036170e-09 2.318196e-09
[25,] 2.080417e-08 1.396180e-08 8.948238e-09 5.473524e-09 3.194003e-09
[26,] 2.575359e-08 1.753923e-08 1.141421e-08 7.093927e-09 4.208654e-09
[27,] 3.052110e-08 2.109685e-08 1.394619e-08 8.811497e-09 5.318571e-09
[28,] 3.475439e-08 2.438194e-08 1.637542e-08 1.052175e-08 6.464110e-09
[29,] 3.819004e-08 2.718012e-08 1.854136e-08 1.211355e-08 7.574028e-09
[30,] 4.068652e-08 2.934148e-08 2.030937e-08 1.347933e-08 8.570249e-09
[31,] 4.221720e-08 3.078528e-08 2.157930e-08 1.452319e-08 9.373691e-09
[32,] 4.283214e-08 3.148791e-08 2.228752e-08 1.516853e-08 9.912578e-09
[33,] 4.260886e-08 3.146377e-08 2.240631e-08 1.536649e-08 1.013342e-08
[34,] 4.161266e-08 3.074842e-08 2.194285e-08 1.510376e-08 1.001218e-08
[35,] 3.988033e-08 2.938916e-08 2.093735e-08 1.440645e-08 9.561149e-09
[36,] 3.743010e-08 2.744413e-08 1.945897e-08 1.333691e-08 8.827911e-09
[37,] 3.429133e-08 2.498808e-08 1.759962e-08 1.198359e-08 7.885820e-09
[38,] 3.053993e-08 2.212112e-08 1.546704e-08 1.044736e-08 6.819555e-09
[39,] 2.632326e-08 1.897520e-08 1.317873e-08 8.829066e-09 5.710999e-09
[40,] 2.186177e-08 1.571247e-08 1.085633e-08 7.220915e-09 4.629573e-09
[41,] 1.742318e-08 1.251217e-08 8.618509e-09 5.701701e-09 3.628119e-09
[42,] 1.327667e-08 9.547170e-09 6.571081e-09 4.333846e-09 2.742773e-09
[43,] 9.643134e-09 6.957230e-09 4.795492e-09 3.160756e-09 1.994467e-09
[44,] 6.658549e-09 4.827895e-09 3.339312e-09 2.204627e-09 1.390564e-09
[45,] 4.361463e-09 3.182451e-09 2.212543e-09 1.466101e-09 9.265198e-10
[46,] 2.705198e-09 1.988573e-09 1.391509e-09 9.269857e-10 5.881241e-10
[47,] 1.586490e-09 1.175822e-09 8.289917e-10 5.559312e-10 3.546728e-10
[48,] 8.786409e-10 6.569504e-10 4.670256e-10 3.155936e-10 2.027189e-10
[49,] 4.590603e-10 3.464080e-10 2.484498e-10 1.693019e-10 1.095970e-10
[50,] 2.260624e-10 1.722124e-10 1.246604e-10 8.570688e-11 5.595307e-11

> 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  
  8.896e+04    1.993e-02  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/17t921226326635.ps tmp/17t921226326635.png")
> system("convert tmp/2c82w1226326635.ps tmp/2c82w1226326635.png")
> system("convert tmp/358qi1226326635.ps tmp/358qi1226326635.png")
> system("convert tmp/4k0j41226326635.ps tmp/4k0j41226326635.png")
> system("convert tmp/5zoqw1226326635.ps tmp/5zoqw1226326635.png")
> system("convert tmp/6o4151226326635.ps tmp/6o4151226326635.png")
> system("convert tmp/7w6le1226326635.ps tmp/7w6le1226326635.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.161   1.293   2.528