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

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

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

Type 'demo()' for some demos, 'help()' for on-line help, or
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> z <- c(97.6,99.5,110.7,104.4,99.8,108.4,91.8,90.2,109.2,111.4,102.8,91.5,98.9,100.8,112.1,106.7,103.5,111.3,100.8,94.2,115.5,114.1,105,94,98.3,96,101.8,102.5,98.7,110.7,88.7,89.2,106.8,104.1,103.2,93.7,100.5,98.7,111.1,104.5,105,109.7,92.6,94.2,111.7,113.4,106.8,98,104.2,105.4,117.5,107.9,107,113.3,97.6,98.2,111.3,116,108.1,95.6,110.8)
> y <- c(93.4,101.1,114.2,104.8,113.3,118.2,83.6,73.9,99.5,97.7,103,106.3,92.2,101.8,122.8,111.8,106.3,121.5,81.9,85.4,110.9,117.3,106.3,105.6,101.2,105.9,126.3,111.9,108.9,127.2,94.2,85.7,116.2,107.2,110.5,112,104.4,112,132.8,110.8,128.7,136.8,94.8,88.8,123.2,125.3,122.7,125.8,116.3,118.6,142.1,127.9,132,152.4,110.8,99.1,134.9,133.2,131,133.9,119.9)
> x <- c(109.6,103,111.6,106.3,97.9,108.8,103.9,101.2,122.9,123.9,111.7,120.9,99.6,103.3,119.4,106.5,101.9,124.6,106.5,107.8,127.4,120.1,118.5,127.7,107.7,104.5,118.8,110.3,109.6,119.1,96.5,106.7,126.3,116.2,118.8,115.2,110,111.4,129.6,108.1,117.8,122.9,100.6,111.8,127,128.6,124.8,118.5,114.7,112.6,128.7,111,115.8,126,111.1,113.2,120.1,130.6,124,119.4,116.7)
> par7 = 'intermediaire goederen'
> par6 = 'investeringsgoederen'
> par5 = 'totale consumptiegoederen'
> 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/1u57p1226413672.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/25gyp1226413672.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/3idqf1226413672.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/4zjzv1226413672.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/5boj81226413672.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  
    -21.309        1.164  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6fk6y1226413672.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]  62.19682  64.27654  66.35626  68.43598  70.51570  72.59542  74.67515
 [8]  76.75487  78.83459  80.91431  82.99403  85.07376  87.15348  89.23320
[15]  91.31292  93.39264  95.47236  97.55209  99.63181 101.71153 103.79125
[22] 105.87097 107.95070 110.03042 112.11014 114.18986 116.26958 118.34930
[29] 120.42903 122.50875 124.58847 126.66819 128.74791 130.82764 132.90736
[36] 134.98708 137.06680 139.14652 141.22624 143.30597 145.38569 147.46541
[43] 149.54513 151.62485 153.70458 155.78430 157.86402 159.94374 162.02346
[50] 164.10318

$yords
 [1]  82.80528  83.63364  84.46199  85.29035  86.11870  86.94706  87.77542
 [8]  88.60377  89.43213  90.26048  91.08884  91.91720  92.74555  93.57391
[15]  94.40226  95.23062  96.05897  96.88733  97.71569  98.54404  99.37240
[22] 100.20075 101.02911 101.85747 102.68582 103.51418 104.34253 105.17089
[29] 105.99925 106.82760 107.65596 108.48431 109.31267 110.14103 110.96938
[36] 111.79774 112.62609 113.45445 114.28280 115.11116 115.93952 116.76787
[43] 117.59623 118.42458 119.25294 120.08130 120.90965 121.73801 122.56636
[50] 123.39472

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 3.577062e-03 4.646587e-03 5.605794e-03 6.264425e-03 6.474746e-03
 [2,] 4.269940e-03 5.798620e-03 7.369069e-03 8.720676e-03 9.579131e-03
 [3,] 4.852917e-03 6.773163e-03 8.947078e-03 1.110166e-02 1.286630e-02
 [4,] 5.419332e-03 7.626821e-03 1.029374e-02 1.320478e-02 1.597194e-02
 [5,] 6.069534e-03 8.496169e-03 1.152578e-02 1.504248e-02 1.872764e-02
 [6,] 6.820991e-03 9.468446e-03 1.279112e-02 1.676491e-02 2.118786e-02
 [7,] 7.590459e-03 1.049808e-02 1.411663e-02 1.847169e-02 2.346815e-02
 [8,] 8.259998e-03 1.144246e-02 1.537415e-02 2.008962e-02 2.555599e-02
 [9,] 8.754993e-03 1.217301e-02 1.638769e-02 2.142728e-02 2.728060e-02
[10,] 9.053490e-03 1.264298e-02 1.706324e-02 2.233803e-02 2.846079e-02
[11,] 9.128736e-03 1.284714e-02 1.740518e-02 2.281476e-02 2.906533e-02
[12,] 8.909450e-03 1.273747e-02 1.741567e-02 2.291979e-02 2.921059e-02
[13,] 8.321697e-03 1.221357e-02 1.701226e-02 2.264188e-02 2.899898e-02
[14,] 7.372821e-03 1.121365e-02 1.607665e-02 2.185793e-02 2.838010e-02
[15,] 6.181818e-03 9.804085e-03 1.458441e-02 2.044975e-02 2.719039e-02
[16,] 4.921847e-03 8.165800e-03 1.266619e-02 1.843942e-02 2.531842e-02
[17,] 3.735959e-03 6.497022e-03 1.053855e-02 1.599478e-02 2.280732e-02
[18,] 2.700348e-03 4.934865e-03 8.393621e-03 1.332380e-02 1.980792e-02
[19,] 1.842898e-03 3.552133e-03 6.358565e-03 1.059561e-02 1.648630e-02
[20,] 1.172908e-03 2.393532e-03 4.528059e-03 7.955352e-03 1.301302e-02
[21,] 6.899535e-04 1.492980e-03 2.993711e-03 5.566849e-03 9.615532e-03
[22,] 3.778454e-04 8.613606e-04 1.826971e-03 3.598464e-03 6.580429e-03
[23,] 2.029187e-04 4.732195e-04 1.043690e-03 2.158327e-03 4.164270e-03
[24,] 1.225273e-04 2.729340e-04 5.946346e-04 1.247935e-03 2.489079e-03
[25,] 9.631740e-05 1.943329e-04 3.892303e-04 7.736492e-04 1.510884e-03
[26,] 9.312988e-05 1.781913e-04 3.289860e-04 5.954157e-04 1.068479e-03
[27,] 9.288369e-05 1.808232e-04 3.304159e-04 5.731723e-04 9.579273e-04
[28,] 8.587246e-05 1.762321e-04 3.352413e-04 5.940983e-04 9.885357e-04
[29,] 7.075756e-05 1.550416e-04 3.134228e-04 5.857380e-04 1.015373e-03
[30,] 5.132168e-05 1.205818e-04 2.609234e-04 5.204266e-04 9.581481e-04
[31,] 3.263901e-05 8.235206e-05 1.912343e-04 4.088535e-04 8.052762e-04
[32,] 1.817667e-05 4.927800e-05 1.229198e-04 2.821571e-04 5.961813e-04
[33,] 8.859889e-06 2.581472e-05 6.919618e-05 1.706495e-04 3.872485e-04
[34,] 3.779196e-06 1.183536e-05 3.409683e-05 9.036766e-05 2.203449e-04
[35,] 1.410569e-06 4.748297e-06 1.470350e-05 4.188424e-05 1.097586e-04
[36,] 4.606786e-07 1.666910e-06 5.548302e-06 1.698814e-05 4.784914e-05
[37,] 1.316449e-07 5.120269e-07 1.831946e-06 6.029291e-06 1.825386e-05
[38,] 3.291616e-08 1.376177e-07 5.292609e-07 1.872391e-06 6.093331e-06
[39,] 7.201315e-09 3.236344e-08 1.337910e-07 5.087795e-07 1.779763e-06
[40,] 1.378515e-09 6.659358e-09 2.959254e-08 1.209657e-07 4.548530e-07
[41,] 2.308915e-10 1.198966e-09 5.727101e-09 2.516475e-08 1.017135e-07
[42,] 3.383767e-11 1.888764e-10 9.698035e-10 4.580571e-09 1.990141e-08
[43,] 4.339003e-12 2.603427e-11 1.436911e-10 7.295314e-10 3.407111e-09
[44,] 4.868269e-13 3.139847e-12 1.862821e-11 1.016632e-10 5.103690e-10
[45,] 4.779212e-14 3.313359e-13 2.113049e-12 1.239597e-11 6.689280e-11
[46,] 4.105201e-15 3.059320e-14 2.097222e-13 1.322494e-12 7.671334e-12
[47,] 3.085381e-16 2.471597e-15 1.821275e-14 1.234534e-13 7.697659e-13
[48,] 2.028988e-17 1.747136e-16 1.383894e-15 1.008344e-14 6.758383e-14
[49,] 1.167472e-18 1.080617e-17 9.200820e-17 7.206277e-16 5.191863e-15
[50,] 5.877713e-20 5.848068e-19 5.352360e-18 4.506176e-17 3.489787e-16
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 6.187576e-03 5.474043e-03 4.500798e-03 3.470520e-03 2.556227e-03
 [2,] 9.749024e-03 9.190383e-03 8.039729e-03 6.562767e-03 5.061133e-03
 [3,] 1.387453e-02 1.389243e-02 1.291440e-02 1.117572e-02 9.071931e-03
 [4,] 1.810283e-02 1.914387e-02 1.884588e-02 1.727317e-02 1.479668e-02
 [5,] 2.206347e-02 2.443666e-02 2.532700e-02 2.450656e-02 2.215179e-02
 [6,] 2.562018e-02 2.940960e-02 3.183642e-02 3.234710e-02 3.077908e-02
 [7,] 2.879967e-02 3.389604e-02 3.797677e-02 4.024017e-02 4.013778e-02
 [8,] 3.159400e-02 3.778498e-02 4.343007e-02 4.763506e-02 4.954277e-02
 [9,] 3.385355e-02 4.088410e-02 4.784756e-02 5.392828e-02 5.813554e-02
[10,] 3.538263e-02 4.296312e-02 5.087637e-02 5.851159e-02 6.495452e-02
[11,] 3.612843e-02 4.394281e-02 5.235455e-02 6.100771e-02 6.923413e-02
[12,] 3.625271e-02 4.402310e-02 5.248835e-02 6.152608e-02 7.079139e-02
[13,] 3.599539e-02 4.359230e-02 5.180978e-02 6.068931e-02 7.018713e-02
[14,] 3.545848e-02 4.297035e-02 5.090281e-02 5.935867e-02 6.849715e-02
[15,] 3.452599e-02 4.220293e-02 5.008729e-02 5.822186e-02 6.682325e-02
[16,] 3.298679e-02 4.107473e-02 4.928317e-02 5.749275e-02 6.582274e-02
[17,] 3.071041e-02 3.929259e-02 4.811968e-02 5.687583e-02 6.547605e-02
[18,] 2.770210e-02 3.664612e-02 4.615492e-02 5.576152e-02 6.515996e-02
[19,] 2.404725e-02 3.304475e-02 4.303664e-02 5.349260e-02 6.394566e-02
[20,] 1.988582e-02 2.851487e-02 3.857992e-02 4.957713e-02 6.096351e-02
[21,] 1.546796e-02 2.325843e-02 3.284926e-02 4.384542e-02 5.570871e-02
[22,] 1.118563e-02 1.771796e-02 2.625243e-02 3.657658e-02 4.824071e-02
[23,] 7.480205e-03 1.251075e-02 1.952103e-02 2.852268e-02 3.923980e-02
[24,] 4.673605e-03 8.215833e-03 1.349412e-02 2.072341e-02 2.985343e-02
[25,] 2.857140e-03 5.160092e-03 8.811820e-03 1.414959e-02 2.133214e-02
[26,] 1.905056e-03 3.348127e-03 5.722240e-03 9.383174e-03 1.461863e-02
[27,] 1.567077e-03 2.539979e-03 4.092838e-03 6.514246e-03 1.011546e-02
[28,] 1.562090e-03 2.379042e-03 3.547650e-03 5.243134e-03 7.707985e-03
[29,] 1.641523e-03 2.495663e-03 3.610896e-03 5.047595e-03 6.924661e-03
[30,] 1.632129e-03 2.582250e-03 3.817904e-03 5.324265e-03 7.094245e-03
[31,] 1.462664e-03 2.454228e-03 3.814999e-03 5.519383e-03 7.485927e-03
[32,] 1.160073e-03 2.080417e-03 3.443043e-03 5.269979e-03 7.486949e-03
[33,] 8.087778e-04 1.555177e-03 2.754896e-03 4.500374e-03 6.791305e-03
[34,] 4.943423e-04 1.020612e-03 1.939656e-03 3.394919e-03 5.476800e-03
[35,] 2.646095e-04 5.869298e-04 1.197951e-03 2.250417e-03 3.892475e-03
[36,] 1.239810e-04 2.955329e-04 6.481172e-04 1.307813e-03 2.428633e-03
[37,] 5.083744e-05 1.302450e-04 3.069729e-04 6.656147e-04 1.327909e-03
[38,] 1.824095e-05 5.023178e-05 1.272489e-04 2.965412e-04 6.357550e-04
[39,] 5.726986e-06 1.695211e-05 4.615915e-05 1.156201e-04 2.664154e-04
[40,] 1.573295e-06 5.005879e-06 1.465154e-05 3.944762e-05 9.770073e-05
[41,] 3.781765e-07 1.293423e-06 4.069276e-06 1.177674e-05 3.135216e-05
[42,] 7.953845e-08 2.924154e-07 9.889012e-07 3.076349e-06 8.803390e-06
[43,] 1.463719e-08 5.784401e-08 2.102754e-07 7.031496e-07 2.162904e-06
[44,] 2.356860e-09 1.001181e-08 3.912196e-08 1.406233e-07 4.649689e-07
[45,] 3.320528e-10 1.516227e-09 6.368694e-09 2.460737e-08 8.745997e-08
[46,] 4.093332e-11 2.009150e-10 9.071451e-10 3.767642e-09 1.439434e-08
[47,] 4.415127e-12 2.329469e-11 1.130575e-10 5.047435e-10 2.072866e-09
[48,] 4.166828e-13 2.363185e-12 1.232874e-11 5.916546e-11 2.611843e-10
[49,] 3.440839e-14 2.097659e-13 1.176344e-12 6.068231e-12 2.879514e-11
[50,] 2.486099e-15 1.629173e-14 9.820760e-14 5.445670e-13 2.777709e-12
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.857373e-03 1.390763e-03 1.111280e-03 9.464974e-04 8.286882e-04
 [2,] 3.776901e-03 2.834124e-03 2.233140e-03 1.887452e-03 1.678560e-03
 [3,] 7.022654e-03 5.342049e-03 4.167189e-03 3.461324e-03 3.074335e-03
 [4,] 1.196865e-02 9.336632e-03 7.278900e-03 5.924099e-03 5.170877e-03
 [5,] 1.880410e-02 1.519037e-02 1.198372e-02 9.607234e-03 8.151881e-03
 [6,] 2.746239e-02 2.313551e-02 1.870538e-02 1.495649e-02 1.232983e-02
 [7,] 3.761386e-02 3.318358e-02 2.779511e-02 2.252798e-02 1.825660e-02
 [8,] 4.864178e-02 4.501017e-02 3.936105e-02 3.284779e-02 2.670528e-02
 [9,] 5.957549e-02 5.778777e-02 5.298685e-02 4.607247e-02 3.838233e-02
[10,] 6.913057e-02 7.011181e-02 6.747732e-02 6.155190e-02 5.338722e-02
[11,] 7.603859e-02 8.026400e-02 8.092982e-02 7.761658e-02 7.070857e-02
[12,] 7.958741e-02 8.684745e-02 9.131767e-02 9.192623e-02 8.819736e-02
[13,] 8.000679e-02 8.944204e-02 9.735034e-02 1.023511e-01 1.032290e-01
[14,] 7.839069e-02 8.881525e-02 9.905933e-02 1.078858e-01 1.137471e-01
[15,] 7.619595e-02 8.654775e-02 9.773325e-02 1.090257e-01 1.190669e-01
[16,] 7.461618e-02 8.432736e-02 9.529712e-02 1.074500e-01 1.200291e-01
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[28,] 1.281795e-02 9.139136e-03 6.167744e-03 3.907372e-03 2.309761e-03
[29,] 1.321929e-02 9.564868e-03 6.650390e-03 4.392266e-03 2.730605e-03
[30,] 1.344612e-02 9.632182e-03 6.750266e-03 4.566798e-03 2.946630e-03
[31,] 1.393089e-02 9.659019e-03 6.650356e-03 4.500147e-03 2.954596e-03
[32,] 1.502076e-02 9.977956e-03 6.607842e-03 4.355806e-03 2.835235e-03
[33,] 1.686948e-02 1.082909e-02 6.859215e-03 4.322001e-03 2.714923e-03
[34,] 1.938148e-02 1.229801e-02 7.559151e-03 4.554840e-03 2.719644e-03
[35,] 2.222213e-02 1.428678e-02 8.746656e-03 5.146817e-03 2.945610e-03
[36,] 2.492891e-02 1.653488e-02 1.033104e-02 6.108124e-03 3.443720e-03
[37,] 2.708193e-02 1.870551e-02 1.211402e-02 7.360496e-03 4.208659e-03
[38,] 2.840041e-02 2.048514e-02 1.384717e-02 8.754764e-03 5.176372e-03
[39,] 2.868821e-02 2.161127e-02 1.527887e-02 1.010227e-02 6.234634e-03
[40,] 2.773558e-02 2.182847e-02 1.615384e-02 1.119058e-02 7.235552e-03
[41,] 2.536653e-02 2.088815e-02 1.620596e-02 1.178263e-02 7.998695e-03
[42,] 2.165938e-02 1.868371e-02 1.522870e-02 1.164832e-02 8.323102e-03
[43,] 1.712691e-02 1.543861e-02 1.322699e-02 1.066575e-02 8.043672e-03
[44,] 1.261985e-02 1.174418e-02 1.052391e-02 8.939840e-03 7.127011e-03
[45,] 8.962776e-03 8.346304e-03 7.685450e-03 6.822468e-03 5.735838e-03
[46,] 6.577713e-03 5.808706e-03 5.277311e-03 4.778930e-03 4.187339e-03
[47,] 5.352074e-03 4.288078e-03 3.619094e-03 3.179824e-03 2.814090e-03
[48,] 4.803267e-03 3.552017e-03 2.696655e-03 2.160720e-03 1.821412e-03
[49,] 4.393672e-03 3.186045e-03 2.258551e-03 1.626604e-03 1.232572e-03
[50,] 3.792556e-03 2.833768e-03 2.000075e-03 1.365851e-03 9.361467e-04

> 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  
     68.082        0.315  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7i22h1226413672.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]  89.53975  90.51976  91.49977  92.47978  93.45979  94.43980  95.41981
 [8]  96.39982  97.37983  98.35984  99.33985 100.31986 101.29987 102.27988
[15] 103.25989 104.23990 105.21991 106.19992 107.17993 108.15994 109.13995
[22] 110.11996 111.09997 112.07998 113.05999 114.04001 115.02002 116.00003
[29] 116.98004 117.96005 118.94006 119.92007 120.90008 121.88009 122.86010
[36] 123.84011 124.82012 125.80013 126.78014 127.76015 128.74016 129.72017
[43] 130.70018 131.68019 132.66020 133.64021 134.62022 135.60023 136.58024
[50] 137.56025

$yords
 [1]  82.80528  83.63364  84.46199  85.29035  86.11870  86.94706  87.77542
 [8]  88.60377  89.43213  90.26048  91.08884  91.91720  92.74555  93.57391
[15]  94.40226  95.23062  96.05897  96.88733  97.71569  98.54404  99.37240
[22] 100.20075 101.02911 101.85747 102.68582 103.51418 104.34253 105.17089
[29] 105.99925 106.82760 107.65596 108.48431 109.31267 110.14103 110.96938
[36] 111.79774 112.62609 113.45445 114.28280 115.11116 115.93952 116.76787
[43] 117.59623 118.42458 119.25294 120.08130 120.90965 121.73801 122.56636
[50] 123.39472

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.597398e-03 1.120695e-02 1.218851e-02 1.237125e-02 1.176733e-02
 [2,] 1.187947e-02 1.452085e-02 1.653681e-02 1.756980e-02 1.746540e-02
 [3,] 1.383782e-02 1.767891e-02 2.105886e-02 2.340826e-02 2.432796e-02
 [4,] 1.523929e-02 2.030297e-02 2.525329e-02 2.933390e-02 3.186051e-02
 [5,] 1.596256e-02 2.210346e-02 2.863562e-02 3.469558e-02 3.933703e-02
 [6,] 1.602849e-02 2.295740e-02 3.086596e-02 3.890286e-02 4.595277e-02
 [7,] 1.558415e-02 2.293327e-02 3.183474e-02 4.157687e-02 5.101964e-02
 [8,] 1.484719e-02 2.225468e-02 3.167523e-02 4.263723e-02 5.413420e-02
 [9,] 1.403114e-02 2.121739e-02 3.070067e-02 4.229560e-02 5.525867e-02
[10,] 1.327755e-02 2.008921e-02 2.928974e-02 4.096137e-02 5.469002e-02
[11,] 1.261848e-02 1.902733e-02 2.776057e-02 3.909432e-02 5.293236e-02
[12,] 1.198316e-02 1.804234e-02 2.627673e-02 3.705479e-02 5.051815e-02
[13,] 1.124619e-02 1.702300e-02 2.481990e-02 3.500469e-02 4.784037e-02
[14,] 1.029655e-02 1.581123e-02 2.324002e-02 3.289662e-02 4.505646e-02
[15,] 9.096371e-03 1.429368e-02 2.136061e-02 3.055499e-02 4.210120e-02
[16,] 7.703429e-03 1.246758e-02 1.908975e-02 2.781037e-02 3.879968e-02
[17,] 6.250969e-03 1.045231e-02 1.648441e-02 2.462141e-02 3.502319e-02
[18,] 4.899604e-03 8.447696e-03 1.374222e-02 2.112657e-02 3.080893e-02
[19,] 3.786770e-03 6.665743e-03 1.113395e-02 1.760861e-02 2.638794e-02
[20,] 2.993838e-03 5.269429e-03 8.916706e-03 1.440157e-02 2.211974e-02
[21,] 2.536781e-03 4.339337e-03 7.267082e-03 1.179179e-02 1.838040e-02
[22,] 2.374339e-03 3.869363e-03 6.251563e-03 9.952425e-03 1.546172e-02
[23,] 2.424465e-03 3.780870e-03 5.828728e-03 8.921193e-03 1.351463e-02
[24,] 2.583474e-03 3.944974e-03 5.869068e-03 8.608533e-03 1.253522e-02
[25,] 2.746448e-03 4.208941e-03 6.183554e-03 8.821683e-03 1.237619e-02
[26,] 2.827591e-03 4.426001e-03 6.559848e-03 9.300437e-03 1.277324e-02
[27,] 2.776480e-03 4.485019e-03 6.804994e-03 9.766576e-03 1.338971e-02
[28,] 2.584656e-03 4.331716e-03 6.786125e-03 9.982678e-03 1.388289e-02
[29,] 2.279755e-03 3.973090e-03 6.454988e-03 9.803769e-03 1.398050e-02
[30,] 1.909943e-03 3.463230e-03 5.845844e-03 9.201022e-03 1.354024e-02
[31,] 1.525814e-03 2.877634e-03 5.048576e-03 8.247482e-03 1.256617e-02
[32,] 1.167008e-03 2.287855e-03 4.170876e-03 7.074867e-03 1.117699e-02
[33,] 8.569774e-04 1.745844e-03 3.306495e-03 5.823918e-03 9.545704e-03
[34,] 6.046330e-04 1.280326e-03 2.519594e-03 4.609352e-03 7.841926e-03
[35,] 4.091356e-04 9.013274e-04 1.844537e-03 3.507372e-03 6.198657e-03
[36,] 2.644904e-04 6.070474e-04 1.293599e-03 2.559948e-03 4.705701e-03
[37,] 1.625178e-04 3.892445e-04 8.651241e-04 1.784625e-03 3.417577e-03
[38,] 9.440566e-05 2.363363e-04 5.487647e-04 1.182036e-03 2.362312e-03
[39,] 5.158743e-05 1.351779e-04 3.284077e-04 7.398074e-04 1.545539e-03
[40,] 2.640739e-05 7.251385e-05 1.845534e-04 4.353799e-04 9.521471e-04
[41,] 1.262158e-05 3.635235e-05 9.701764e-05 2.399373e-04 5.499285e-04
[42,] 5.618664e-06 1.698492e-05 4.756815e-05 1.234275e-04 2.967390e-04
[43,] 2.325397e-06 7.381564e-06 2.170533e-05 5.912430e-05 1.491984e-04
[44,] 8.936029e-07 2.979648e-06 9.202649e-06 2.632684e-05 6.976454e-05
[45,] 3.185521e-07 1.116024e-06 3.621321e-06 1.088349e-05 3.029598e-05
[46,] 1.052762e-07 3.875859e-07 1.321561e-06 4.173429e-06 1.220651e-05
[47,] 3.224059e-08 1.247484e-07 4.470291e-07 1.483572e-06 4.559923e-06
[48,] 9.146782e-09 3.719880e-08 1.401036e-07 4.886880e-07 1.578626e-06
[49,] 2.403455e-09 1.027421e-08 4.067380e-08 1.491201e-07 5.063083e-07
[50,] 5.848506e-10 2.628000e-09 1.093592e-08 4.214400e-08 1.504072e-07
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.057863e-02 9.140090e-03 7.822250e-03 6.929419e-03 6.625776e-03
 [2,] 1.633857e-02 1.455135e-02 1.260925e-02 1.101633e-02 1.014008e-02
 [3,] 2.373513e-02 2.191306e-02 1.944012e-02 1.702353e-02 1.529974e-02
 [4,] 3.244649e-02 3.115510e-02 2.850999e-02 2.535386e-02 2.260700e-02
 [5,] 4.180905e-02 4.181684e-02 3.965565e-02 3.615512e-02 3.244876e-02
 [6,] 5.091772e-02 5.305954e-02 5.227186e-02 4.916481e-02 4.491755e-02
 [7,] 5.882130e-02 6.380672e-02 6.535347e-02 6.364203e-02 5.965911e-02
 [8,] 6.474882e-02 7.297798e-02 7.767341e-02 7.843887e-02 7.582137e-02
 [9,] 6.828693e-02 7.973811e-02 8.804696e-02 9.220923e-02 9.215029e-02
[10,] 6.944838e-02 8.367556e-02 9.559366e-02 1.036926e-01 1.072186e-01
[11,] 6.861384e-02 8.485371e-02 9.990932e-02 1.119782e-01 1.197164e-01
[12,] 6.637201e-02 8.372533e-02 1.010977e-01 1.166647e-01 1.287074e-01
[13,] 6.331489e-02 8.094572e-02 9.966191e-02 1.178737e-01 1.337746e-01
[14,] 5.986041e-02 7.715121e-02 9.629963e-02 1.161270e-01 1.350219e-01
[15,] 5.616826e-02 7.278307e-02 9.167824e-02 1.121384e-01 1.329513e-01
[16,] 5.218009e-02 6.802232e-02 8.627081e-02 1.066001e-01 1.282710e-01
[17,] 4.775877e-02 6.285490e-02 8.031232e-02 1.000392e-01 1.217057e-01
[18,] 4.285162e-02 5.722370e-02 7.387921e-02 9.278977e-02 1.138754e-01
[19,] 3.759258e-02 5.118019e-02 6.703354e-02 8.506719e-02 1.052670e-01
[20,] 3.229895e-02 4.495552e-02 5.994324e-02 7.708002e-02 9.627713e-02
[21,] 2.738096e-02 3.892609e-02 5.291475e-02 6.910294e-02 8.726875e-02
[22,] 2.322383e-02 3.351105e-02 4.633694e-02 6.147348e-02 7.858943e-02
[23,] 2.009779e-02 2.906601e-02 4.058692e-02 5.453340e-02 7.054644e-02
[24,] 1.811545e-02 2.581547e-02 3.595401e-02 4.856706e-02 6.337205e-02
[25,] 1.722403e-02 2.382531e-02 3.260202e-02 4.377112e-02 5.721758e-02
[26,] 1.721528e-02 2.299553e-02 3.055336e-02 4.024826e-02 5.217792e-02
[27,] 1.775272e-02 2.306335e-02 2.967399e-02 3.799436e-02 4.831109e-02
[28,] 1.842733e-02 2.363025e-02 2.966470e-02 3.686689e-02 4.561701e-02
[29,] 1.884331e-02 2.423077e-02 3.008758e-02 3.656015e-02 4.398076e-02
[30,] 1.871048e-02 2.443691e-02 3.044745e-02 3.662989e-02 4.312824e-02
[31,] 1.790517e-02 2.396067e-02 3.031002e-02 3.658350e-02 4.264586e-02
[32,] 1.647237e-02 2.270769e-02 2.940516e-02 3.600287e-02 4.207199e-02
[33,] 1.457393e-02 2.076036e-02 2.766590e-02 3.463862e-02 4.101405e-02
[34,] 1.241514e-02 1.830907e-02 2.519329e-02 3.243198e-02 3.922781e-02
[35,] 1.018640e-02 1.557519e-02 2.218103e-02 2.947038e-02 3.662774e-02
[36,] 8.037437e-03 1.276156e-02 1.884817e-02 2.592145e-02 3.324972e-02
[37,] 6.077150e-03 1.003764e-02 1.540655e-02 2.198891e-02 2.921208e-02
[38,] 4.381180e-03 7.542165e-03 1.205551e-02 1.789966e-02 2.470266e-02
[39,] 2.994761e-03 5.383238e-03 8.978814e-03 1.389993e-02 1.998001e-02
[40,] 1.930536e-03 3.629508e-03 6.328218e-03 1.023443e-02 1.535698e-02
[41,] 1.168186e-03 2.300153e-03 4.198451e-03 7.105054e-03 1.114974e-02
[42,] 6.610426e-04 1.364604e-03 2.610599e-03 4.628822e-03 7.607574e-03
[43,] 3.488013e-04 7.554921e-04 1.516153e-03 2.819325e-03 4.858129e-03
[44,] 1.712508e-04 3.894107e-04 8.203073e-04 1.600878e-03 2.894507e-03
[45,] 7.811352e-05 1.865530e-04 4.126903e-04 8.456791e-04 1.605318e-03
[46,] 3.306644e-05 8.296385e-05 1.927983e-04 4.149920e-04 8.273861e-04
[47,] 1.298034e-05 3.422154e-05 8.356090e-05 1.889745e-04 3.958278e-04
[48,] 4.722736e-06 1.308516e-05 3.357677e-05 7.979535e-05 1.756303e-04
[49,] 1.592034e-06 4.636080e-06 1.250297e-05 3.122785e-05 7.223382e-05
[50,] 4.971114e-07 1.521577e-06 4.313105e-06 1.132256e-05 2.752706e-05
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.905906e-03 0.0076101650 0.0084752187 0.0092054162 0.0095481636
 [2,] 1.012544e-02 0.0108743791 0.0120872855 0.0133499882 0.0142434719
 [3,] 1.466732e-02 0.0151972408 0.0166349029 0.0184833732 0.0201414658
 [4,] 2.101081e-02 0.0209360891 0.0223039977 0.0246292028 0.0271638874
 [5,] 2.965052e-02 0.0285467770 0.0293948632 0.0318757963 0.0352015115
 [6,] 4.094615e-02 0.0385003370 0.0383185088 0.0404393706 0.0442130849
 [7,] 5.493931e-02 0.0511290259 0.0495167210 0.0506749285 0.0543148573
 [8,] 7.120682e-02 0.0664425369 0.0633080391 0.0630030578 0.0658089353
 [9,] 8.882411e-02 0.0839862165 0.0797037350 0.0777566078 0.0791172019
[10,] 1.064759e-01 0.1028111736 0.0982654069 0.0949925640 0.0946256324
[11,] 1.226909e-01 0.1215862311 0.1180695980 0.1143387871 0.1124839142
[12,] 1.361261e-01 0.1388233082 0.1378044674 0.1349371112 0.1324269720
[13,] 1.458086e-01 0.1531436725 0.1559711681 0.1555081048 0.1536793784
[14,] 1.512696e-01 0.1635049349 0.1711273453 0.1745192958 0.1749758294
[15,] 1.525487e-01 0.1693354436 0.1821079830 0.1904113660 0.1946977229
[16,] 1.500923e-01 0.1705627603 0.1881820110 0.2018337271 0.2111010198
[17,] 1.445948e-01 0.1675554387 0.1891313565 0.2078528145 0.2225979679
[18,] 1.368426e-01 0.1610126460 0.1852558779 0.2081062631 0.2280468305
[19,] 1.276032e-01 0.1518361552 0.1773121240 0.2028777720 0.2269938226
[20,] 1.175720e-01 0.1410076079 0.1663933977 0.1930676229 0.2198038309
[21,] 1.073546e-01 0.1294775730 0.1537609072 0.1800451325 0.2076255931
[22,] 9.745071e-02 0.1180629886 0.1406439124 0.1653962265 0.1921727955
[23,] 8.822528e-02 0.1073561542 0.1280404970 0.1506143108 0.1753587990
[24,] 7.988611e-02 0.0976683966 0.1165663306 0.1368124289 0.1588788547
[25,] 7.250229e-02 0.0890429922 0.1064041060 0.1245443798 0.1438644386
[26,] 6.607132e-02 0.0813521157 0.0973847019 0.1137996154 0.1307220865
[27,] 6.059847e-02 0.0744446071 0.0891790884 0.1041789974 0.1192108814
[28,] 5.613005e-02 0.0682698370 0.0815208278 0.0951828993 0.1087239592
[29,] 5.271087e-02 0.0629077891 0.0743547837 0.0864884301 0.0986559419
[30,] 5.029478e-02 0.0584920741 0.0678440571 0.0780959263 0.0887023118
[31,] 4.867761e-02 0.0550823410 0.0622476473 0.0702933187 0.0789739614
[32,] 4.750692e-02 0.0525716722 0.0577521184 0.0634820435 0.0699043857
[33,] 4.636591e-02 0.0506815822 0.0543531369 0.0579703653 0.0620249197
[34,] 4.487709e-02 0.0490319520 0.0518338277 0.0538334226 0.0557291934
[35,] 4.276815e-02 0.0472302582 0.0498204834 0.0508790212 0.0511224112
[36,] 3.988498e-02 0.0449344892 0.0478647929 0.0486965024 0.0479854034
[37,] 3.618085e-02 0.0418871955 0.0455195714 0.0467452039 0.0458292751
[38,] 3.171761e-02 0.0379473956 0.0424106397 0.0444585671 0.0440040705
[39,] 2.668215e-02 0.0331343239 0.0383172232 0.0413615013 0.0418394578
[40,] 2.138762e-02 0.0276607231 0.0332480006 0.0371916315 0.0388024035
[41,] 1.622850e-02 0.0219151828 0.0274706669 0.0319867872 0.0346394837
[42,] 1.159123e-02 0.0163758557 0.0214579394 0.0260891569 0.0294511781
[43,] 7.758100e-03 0.0114830128 0.0157558166 0.0200452610 0.0236549608
[44,] 4.849003e-03 0.0075270492 0.0108276537 0.0144357704 0.0178413225
[45,] 2.822984e-03 0.0045990579 0.0069417550 0.0097083314 0.0125818206
[46,] 1.527991e-03 0.0026139141 0.0041422550 0.0060810527 0.0082707649
[47,] 7.679282e-04 0.0013799247 0.0022967916 0.0035410554 0.0050571519
[48,] 3.580223e-04 0.0006759515 0.0011820155 0.0019144391 0.0028719798
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[42,] 9.775152e-02 1.207089e-01 1.441594e-01 1.667790e-01 1.870032e-01
[43,] 6.917676e-02 8.796742e-02 1.079341e-01 1.280874e-01 1.472341e-01
[44,] 4.639420e-02 6.089179e-02 7.690535e-02 9.373418e-02 1.105092e-01
[45,] 2.938854e-02 3.990570e-02 5.199728e-02 6.520909e-02 7.893898e-02
[46,] 1.753056e-02 2.468140e-02 3.325899e-02 4.301160e-02 5.355371e-02
[47,] 9.823361e-03 1.436480e-02 2.006480e-02 2.682252e-02 3.442262e-02
[48,] 5.163310e-03 7.847998e-03 1.138523e-02 1.576945e-02 2.090811e-02
[49,] 2.546344e-03 4.017814e-03 6.061387e-03 8.717068e-03 1.196859e-02
[50,] 1.182779e-03 1.926471e-03 3.022054e-03 4.519827e-03 6.440447e-03
             [,37]        [,38]        [,39]        [,40]        [,41]
 [1,] 9.203716e-10 1.972598e-10 3.935224e-11 7.305533e-12 1.261785e-12
 [2,] 4.079233e-09 9.238707e-10 1.947703e-10 3.821265e-11 6.975340e-12
 [3,] 1.687440e-08 4.039813e-09 9.003387e-10 1.867477e-10 3.604226e-11
 [4,] 6.522018e-08 1.651088e-08 3.891467e-09 8.536951e-10 1.742781e-10
 [5,] 2.358066e-07 6.314826e-08 1.574613e-08 3.654961e-09 7.895741e-10
 [6,] 7.985425e-07 2.262974e-07 5.972114e-08 1.467334e-08 3.355721e-09
 [7,] 2.536110e-06 7.607985e-07 2.125706e-07 5.530294e-08 1.339381e-08
 [8,] 7.563268e-06 2.402400e-06 7.108551e-07 1.958783e-07 5.025206e-08
 [9,] 2.120390e-05 7.132720e-06 2.235439e-06 6.525218e-07 1.773510e-07
[10,] 5.593680e-05 1.992742e-05 6.615162e-06 2.045524e-06 5.889944e-07
[11,] 1.389484e-04 5.241576e-05 1.842784e-05 6.035421e-06 1.840819e-06
[12,] 3.251254e-04 1.298317e-04 4.832653e-05 1.675930e-05 5.412776e-06
[13,] 7.166792e-04 3.028081e-04 1.192793e-04 4.378006e-05 1.496597e-05
[14,] 1.487967e-03 6.647686e-04 2.769476e-04 1.075221e-04 3.888163e-05
[15,] 2.908645e-03 1.372969e-03 6.045048e-04 2.480783e-04 9.483491e-05
[16,] 5.350805e-03 2.666131e-03 1.239556e-03 5.372849e-04 2.169697e-04
[17,] 9.260055e-03 4.865290e-03 2.386297e-03 1.091530e-03 4.652624e-04
[18,] 1.507385e-02 8.341095e-03 4.311222e-03 2.079040e-03 9.345720e-04
[19,] 2.308982e-02 1.343691e-02 7.309585e-03 3.712148e-03 1.758063e-03
[20,] 3.332170e-02 2.035748e-02 1.163790e-02 6.215899e-03 3.097914e-03
[21,] 4.541500e-02 2.906360e-02 1.742727e-02 9.773270e-03 5.118479e-03
[22,] 5.870042e-02 3.923687e-02 2.461664e-02 1.446419e-02 7.945664e-03
[23,] 7.241497e-02 5.036970e-02 3.295740e-02 2.023265e-02 1.162958e-02
[24,] 8.602564e-02 6.197999e-02 4.212063e-02 2.691803e-02 1.613736e-02
[25,] 9.949857e-02 7.386530e-02 5.188207e-02 3.436080e-02 2.139745e-02
[26,] 1.133406e-01 8.625096e-02 6.229348e-02 4.254259e-02 2.738930e-02
[27,] 1.283434e-01 9.971125e-02 7.372194e-02 5.167615e-02 3.423339e-02
[28,] 1.451432e-01 1.148652e-01 8.669309e-02 6.216299e-02 4.221372e-02
[29,] 1.638491e-01 1.320060e-01 1.015964e-01 7.440610e-02 5.168830e-02
[30,] 1.839787e-01 1.508969e-01 1.184259e-01 8.857041e-02 6.291318e-02
[31,] 2.047361e-01 1.708816e-01 1.367387e-01 1.044487e-01 7.588302e-02
[32,] 2.254131e-01 1.912309e-01 1.558771e-01 1.215450e-01 9.030800e-02
[33,] 2.455757e-01 2.114530e-01 1.752969e-01 1.393342e-01 1.057666e-01
[34,] 2.648389e-01 2.312803e-01 1.947236e-01 1.574985e-01 1.219328e-01
[35,] 2.823521e-01 2.502711e-01 2.139479e-01 1.759086e-01 1.386801e-01
[36,] 2.963872e-01 2.672767e-01 2.323321e-01 1.942780e-01 1.559092e-01
[37,] 3.044177e-01 2.801946e-01 2.483640e-01 2.116724e-01 1.731389e-01
[38,] 3.037831e-01 2.862972e-01 2.596359e-01 2.262316e-01 1.891085e-01
[39,] 2.926555e-01 2.830749e-01 2.634027e-01 2.353896e-01 2.017108e-01
[40,] 2.708262e-01 2.692032e-01 2.575164e-01 2.365971e-01 2.084174e-01
[41,] 2.399340e-01 2.451552e-01 2.412888e-01 2.282413e-01 2.070736e-01
[42,] 2.030669e-01 2.131835e-01 2.158688e-01 2.103204e-01 1.967039e-01
[43,] 1.639662e-01 1.767231e-01 1.839820e-01 1.845622e-01 1.779484e-01
[44,] 1.261799e-01 1.395176e-01 1.491929e-01 1.539636e-01 1.529433e-01
[45,] 9.244080e-02 1.048157e-01 1.150275e-01 1.219877e-01 1.247276e-01
[46,] 6.438053e-02 7.486903e-02 8.427477e-02 9.175549e-02 9.645497e-02
[47,] 4.254707e-02 5.078488e-02 5.863236e-02 6.549428e-02 7.071157e-02
[48,] 2.662333e-02 3.266118e-02 3.869808e-02 4.434091e-02 4.913093e-02
[49,] 1.573568e-02 1.987694e-02 2.419697e-02 2.845023e-02 3.234090e-02
[50,] 8.763076e-03 1.142181e-02 1.430898e-02 1.728017e-02 2.015603e-02
             [,42]        [,43]        [,44]        [,45]        [,46]
 [1,] 2.027114e-13 3.028621e-14 4.207376e-15 5.433961e-16 6.523885e-17
 [2,] 1.184431e-12 1.870514e-13 2.746958e-14 3.750857e-15 4.761588e-16
 [3,] 6.471315e-12 1.080745e-12 1.678590e-13 2.424440e-14 3.256024e-15
 [4,] 3.310193e-11 5.848787e-12 9.612280e-13 1.469252e-13 2.088553e-14
 [5,] 1.587180e-10 2.968368e-11 5.164374e-12 8.357775e-13 1.258085e-13
 [6,] 7.142016e-10 1.414393e-10 2.606062e-11 4.467149e-12 7.123284e-13
 [7,] 3.019189e-09 6.333464e-10 1.236251e-10 2.245170e-11 3.793487e-12
 [8,] 1.200044e-08 2.667140e-09 5.516253e-10 1.061572e-10 1.900751e-11
 [9,] 4.487282e-08 1.056734e-08 2.315884e-09 4.722649e-10 8.960401e-11
[10,] 1.578891e-07 3.939475e-08 9.147361e-09 1.976346e-09 3.972694e-10
[11,] 5.227116e-07 1.381521e-07 3.397906e-08 7.775898e-09 1.655424e-09
[12,] 1.627558e-06 4.554986e-07 1.186239e-07 2.874127e-08 6.477564e-09
[13,] 4.763081e-06 1.410881e-06 3.888638e-07 9.970352e-08 2.377614e-08
[14,] 1.309038e-05 4.101718e-06 1.195789e-06 3.242691e-07 8.177485e-08
[15,] 3.375400e-05 1.118106e-05 3.445816e-06 9.877017e-07 2.632524e-07
[16,] 8.158404e-05 2.855098e-05 9.295600e-06 2.814691e-06 7.924214e-07
[17,] 1.846849e-04 6.823463e-05 2.345447e-05 7.497760e-06 2.228346e-06
[18,] 3.913152e-04 1.525244e-04 5.531340e-05 1.865586e-05 5.849743e-06
[19,] 7.757915e-04 3.187501e-04 1.218701e-04 4.333850e-05 1.432854e-05
[20,] 1.439239e-03 6.227829e-04 2.508343e-04 9.398083e-05 3.274074e-05
[21,] 2.500436e-03 1.138266e-03 4.824804e-04 1.902996e-04 6.980383e-05
[22,] 4.074952e-03 1.948818e-03 8.682943e-04 3.601393e-04 1.389633e-04
[23,] 6.248190e-03 3.133472e-03 1.465169e-03 6.381655e-04 2.587168e-04
[24,] 9.057218e-03 4.751353e-03 2.326538e-03 1.062143e-03 4.516748e-04
[25,] 1.249998e-02 6.837061e-03 3.495770e-03 1.668557e-03 7.426223e-04
[26,] 1.658061e-02 9.417599e-03 5.009525e-03 2.491622e-03 1.157198e-03
[27,] 2.137516e-02 1.255061e-02 6.915796e-03 3.570074e-03 1.723852e-03
[28,] 2.707589e-02 1.636473e-02 9.301242e-03 4.962302e-03 2.480969e-03
[29,] 3.396792e-02 2.106917e-02 1.230999e-02 6.762669e-03 3.487523e-03
[30,] 4.232565e-02 2.690742e-02 1.613200e-02 9.105293e-03 4.830634e-03
[31,] 5.227650e-02 3.406504e-02 2.095312e-02 1.214373e-02 6.621231e-03
[32,] 6.372384e-02 4.258455e-02 2.688840e-02 1.600988e-02 8.974115e-03
[33,] 7.640080e-02 5.235483e-02 3.394465e-02 2.077600e-02 1.198105e-02
[34,] 9.003468e-02 6.320022e-02 4.205064e-02 2.645190e-02 1.569666e-02
[35,] 1.044935e-01 7.501071e-02 5.114432e-02 3.302968e-02 2.015416e-02
[36,] 1.197544e-01 8.778917e-02 6.124357e-02 4.054434e-02 2.540451e-02
[37,] 1.356315e-01 1.015133e-01 7.240349e-02 4.908167e-02 3.154087e-02
[38,] 1.513868e-01 1.158311e-01 8.451958e-02 5.867401e-02 3.865673e-02
[39,] 1.654862e-01 1.297583e-01 9.705224e-02 6.909433e-02 4.671524e-02
[40,] 1.757389e-01 1.416083e-01 1.088469e-01 7.965137e-02 5.537287e-02
[41,] 1.798571e-01 1.492936e-01 1.182198e-01 8.913544e-02 6.386140e-02
[42,] 1.762224e-01 1.509307e-01 1.233517e-01 9.601393e-02 7.103572e-02
[43,] 1.645067e-01 1.454955e-01 1.228560e-01 9.884524e-02 7.562280e-02
[44,] 1.458645e-01 1.332284e-01 1.162716e-01 9.674875e-02 7.659587e-02
[45,] 1.226261e-01 1.156127e-01 1.042609e-01 8.972297e-02 7.351757e-02
[46,] 9.765439e-02 9.495618e-02 8.843276e-02 7.867385e-02 6.670122e-02
[47,] 7.363883e-02 7.377157e-02 7.088853e-02 6.515321e-02 5.712534e-02
[48,] 5.257226e-02 5.420023e-02 5.368392e-02 5.093093e-02 4.614970e-02
[49,] 3.552846e-02 3.765488e-02 3.840233e-02 3.757211e-02 3.515698e-02
[50,] 2.272201e-02 2.473486e-02 2.594731e-02 2.615451e-02 2.525171e-02
             [,47]        [,48]        [,49]        [,50]
 [1,] 7.280204e-18 7.550990e-19 7.278971e-20 6.521404e-21
 [2,] 5.619376e-17 6.164871e-18 6.287112e-19 5.960414e-20
 [3,] 4.065864e-16 4.720615e-17 5.095922e-18 5.114890e-19
 [4,] 2.760949e-15 3.394146e-16 3.880276e-17 4.125400e-18
 [5,] 1.761415e-14 2.293730e-15 2.778121e-16 3.129655e-17
 [6,] 1.056621e-13 1.457940e-14 1.871274e-15 2.234152e-16
 [7,] 5.962867e-13 8.719368e-14 1.186085e-14 1.500855e-15
 [8,] 3.166243e-12 4.906633e-13 7.073288e-14 9.485015e-15
 [9,] 1.581631e-11 2.597085e-12 3.966776e-13 5.635456e-14
[10,] 7.428731e-11 1.292136e-11 2.090368e-12 3.144975e-13
[11,] 3.278155e-10 6.037506e-11 1.034048e-11 1.646755e-12
[12,] 1.357754e-09 2.646494e-10 4.796228e-11 8.080716e-12
[13,] 5.272441e-09 1.087050e-09 2.083464e-10 3.711563e-11
[14,] 1.917383e-08 4.179194e-09 8.466334e-10 1.593849e-10
[15,] 6.522796e-08 1.502178e-08 3.214795e-09 6.392261e-10
[16,] 2.073696e-07 5.043129e-08 1.139549e-08 2.392012e-09
[17,] 6.155424e-07 1.579978e-07 3.767613e-08 8.344835e-09
[18,] 1.704747e-06 4.616012e-07 1.161057e-07 2.712234e-08
[19,] 4.402808e-06 1.256971e-06 3.333299e-07 8.208726e-08
[20,] 1.060136e-05 3.189405e-06 8.912607e-07 2.312787e-07
[21,] 2.380147e-05 7.541204e-06 2.219445e-06 6.065824e-07
[22,] 4.985624e-05 1.662378e-05 5.149459e-06 1.481396e-06
[23,] 9.756169e-05 3.420263e-05 1.114204e-05 3.371514e-06
[24,] 1.787706e-04 6.581201e-05 2.252215e-05 7.161526e-06
[25,] 3.078972e-04 1.188230e-04 4.265344e-05 1.423358e-05
[26,] 5.012680e-04 2.023197e-04 7.602301e-05 2.657536e-05
[27,] 7.775444e-04 3.272227e-04 1.283550e-04 4.688711e-05
[28,] 1.160688e-03 5.074514e-04 2.070864e-04 7.880277e-05
[29,] 1.685789e-03 7.627468e-04 3.226318e-04 1.274368e-04
[30,] 2.405410e-03 1.122707e-03 4.905648e-04 2.004393e-04
[31,] 3.391537e-03 1.629916e-03 7.340534e-04 3.094606e-04
[32,] 4.728665e-03 2.339172e-03 1.085056e-03 4.714588e-04
[33,] 6.499116e-03 3.311458e-03 1.582870e-03 7.090056e-04
[34,] 8.769876e-03 4.605734e-03 2.270406e-03 1.049225e-03
[35,] 1.159392e-02 6.275864e-03 3.191373e-03 1.522372e-03
[36,] 1.503031e-02 8.378772e-03 4.392763e-03 2.162383e-03
[37,] 1.916716e-02 1.098994e-02 5.933509e-03 3.011145e-03
[38,] 2.411295e-02 1.420805e-02 7.891739e-03 4.124321e-03
[39,] 2.992633e-02 1.812405e-02 1.035508e-02 5.570819e-03
[40,] 3.648969e-02 2.274367e-02 1.338004e-02 7.415155e-03
[41,] 4.338384e-02 2.788562e-02 1.692314e-02 9.677651e-03
[42,] 4.984997e-02 3.311074e-02 2.077147e-02 1.228224e-02
[43,] 5.490188e-02 3.774306e-02 2.451758e-02 1.501783e-02
[44,] 5.757706e-02 4.100743e-02 2.761362e-02 1.754373e-02
[45,] 5.723458e-02 4.224662e-02 2.950392e-02 1.945430e-02
[46,] 5.377182e-02 4.113098e-02 2.979023e-02 2.038809e-02
[47,] 4.766700e-02 3.777006e-02 2.836060e-02 2.013934e-02
[48,] 3.983607e-02 3.268071e-02 2.542682e-02 1.872461e-02
[49,] 3.137311e-02 2.663206e-02 2.145777e-02 1.637665e-02
[50,] 2.327990e-02 2.043658e-02 1.704216e-02 1.347174e-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  
    42.0208       0.5356  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1u57p1226413672.ps tmp/1u57p1226413672.png")
> system("convert tmp/25gyp1226413672.ps tmp/25gyp1226413672.png")
> system("convert tmp/3idqf1226413672.ps tmp/3idqf1226413672.png")
> system("convert tmp/4zjzv1226413672.ps tmp/4zjzv1226413672.png")
> system("convert tmp/5boj81226413672.ps tmp/5boj81226413672.png")
> system("convert tmp/6fk6y1226413672.ps tmp/6fk6y1226413672.png")
> system("convert tmp/7i22h1226413672.ps tmp/7i22h1226413672.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.281   1.333   3.218