R version 2.9.0 (2009-04-17)
Copyright (C) 2009 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.

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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(100,100.7,100.9,101.1,101.1,100.7,104.1,108,112.8,116.7,122.6,125.1,126.3,122.4,118.3,116.2,113.5,113.5,113.5,114.6,116.9,119.6,119.4,118.9,116.9,114.4,112.1,110,107.1,105.3,104.1,103.7,102.5,100.2,101.4,100,100,99.3,97,94.7,91.6,90.9,90.2,89,88.4,88.1,88.1,87.2,87.2,87.4,88.4,88.8,90.4,92.7,94.1,94.1,94.5,94.7,95.9,99.3,99.8)
> y <- c(100,85.2,102.9,72.1,78.7,90.5,68.6,71,82.2,70.7,85,97.3,86.2,93.5,104.9,81.4,112.5,86.1,97.8,100.7,81,80.4,99.2,74.5,80.7,95.9,108.8,86.9,91.1,99,90.3,93.9,88.8,80.4,95.9,91.3,89.7,97.6,99.9,112.7,89.5,116.4,104.9,139.7,112.3,97.6,107,101.5,100.4,93.1,117.9,117.6,113.5,109.3,99.7,90.2,84.5,81.8,102.7,84.8,86.7)
> x <- c(100,102.5,103.75,101.25,92.5,91.25,96.25,100,100,96.25,86.25,82.5,86.25,93.75,98.75,96.25,81.25,76.25,80,85,88.75,91.25,90,87.5,87.5,87.5,91.25,93.75,90,96.25,100,98.75,100,100,98.75,98.75,100,101.25,101.25,102.5,100,103.75,106.25,107.5,108.75,108.75,106.25,105,106.25,108.75,108.75,107.5,98.75,101.25,102.5,106.25,107.5,106.25,103.75,102.5,108.75)
> par7 = 'Rente'
> par6 = 'Woningvergunningen'
> par5 = 'Werkzoekenden'
> 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/1bfok1260968912.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/2xb5k1260968912.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/34y2p1260968912.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/4zgia1260968912.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/5q9e11260968912.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  
    49.8914       0.4544  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6wzh01260968912.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]  58.80214  60.65307  62.50400  64.35494  66.20587  68.05680  69.90774
 [8]  71.75867  73.60960  75.46054  77.31147  79.16240  81.01334  82.86427
[15]  84.71520  86.56613  88.41707  90.26800  92.11893  93.96987  95.82080
[22]  97.67173  99.52267 101.37360 103.22453 105.07547 106.92640 108.77733
[29] 110.62827 112.47920 114.33013 116.18107 118.03200 119.88293 121.73387
[36] 123.58480 125.43573 127.28666 129.13760 130.98853 132.83946 134.69040
[43] 136.54133 138.39226 140.24320 142.09413 143.94506 145.79600 147.64693
[50] 149.49786

$yords
 [1]  80.93892  81.99243  83.04595  84.09946  85.15297  86.20649  87.26000
 [8]  88.31352  89.36703  90.42054  91.47406  92.52757  93.58108  94.63460
[15]  95.68811  96.74162  97.79514  98.84865  99.90216 100.95568 102.00919
[22] 103.06270 104.11622 105.16973 106.22324 107.27676 108.33027 109.38378
[29] 110.43730 111.49081 112.54432 113.59784 114.65135 115.70486 116.75838
[36] 117.81189 118.86540 119.91892 120.97243 122.02594 123.07946 124.13297
[43] 125.18648 126.24000 127.29351 128.34703 129.40054 130.45405 131.50757
[50] 132.56108

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.152006e-11 9.749027e-11 4.160965e-10 1.674994e-09 6.368046e-09
 [2,] 1.191316e-10 5.088493e-10 2.046486e-09 7.754427e-09 2.771389e-08
 [3,] 6.114625e-10 2.462759e-09 9.339713e-09 3.335021e-08 1.121999e-07
 [4,] 2.912475e-09 1.105655e-08 3.954657e-08 1.331816e-07 4.223106e-07
 [5,] 1.288923e-08 4.608259e-08 1.554069e-07 4.937531e-07 1.477023e-06
 [6,] 5.306260e-08 1.785032e-07 5.671979e-07 1.699825e-06 4.799123e-06
 [7,] 2.033830e-07 6.432913e-07 1.924516e-06 5.437563e-06 1.448891e-05
 [8,] 7.259032e-07 2.158377e-06 6.076203e-06 1.617631e-05 4.066748e-05
 [9,] 2.410957e-06 6.742772e-06 1.786178e-05 4.479042e-05 1.062008e-04
[10,] 7.440670e-06 1.959996e-05 4.888991e-05 1.154930e-04 2.582312e-04
[11,] 2.129498e-05 5.294352e-05 1.245308e-04 2.773566e-04 5.849776e-04
[12,] 5.639507e-05 1.326740e-04 2.948884e-04 6.201518e-04 1.234953e-03
[13,] 1.379297e-04 3.079303e-04 6.484132e-04 1.290307e-03 2.429867e-03
[14,] 3.111239e-04 6.611011e-04 1.322652e-03 2.496991e-03 4.456393e-03
[15,] 6.469175e-04 1.312250e-03 2.502023e-03 4.494298e-03 7.621644e-03
[16,] 1.240637e-03 2.409500e-03 4.391847e-03 7.529610e-03 1.216948e-02
[17,] 2.198215e-03 4.099572e-03 7.165780e-03 1.176384e-02 1.817852e-02
[18,] 3.608963e-03 6.481905e-03 1.089912e-02 1.718972e-02 2.548340e-02
[19,] 5.511598e-03 9.560911e-03 1.551297e-02 2.358294e-02 3.365786e-02
[20,] 7.865528e-03 1.321465e-02 2.075187e-02 3.050725e-02 4.206824e-02
[21,] 1.053744e-02 1.719047e-02 2.620146e-02 3.736864e-02 4.997362e-02
[22,] 1.330616e-02 2.112726e-02 3.133913e-02 4.350200e-02 5.664458e-02
[23,] 1.588540e-02 2.460241e-02 3.561330e-02 4.828294e-02 6.149218e-02
[24,] 1.796737e-02 2.720674e-02 3.855379e-02 5.126438e-02 6.420445e-02
[25,] 1.929037e-02 2.864621e-02 3.990173e-02 5.231403e-02 6.485838e-02
[26,] 1.971895e-02 2.884310e-02 3.971334e-02 5.169147e-02 6.394270e-02
[27,] 1.930312e-02 2.798539e-02 3.837325e-02 5.000075e-02 6.224096e-02
[28,] 1.827734e-02 2.648191e-02 3.648408e-02 4.800637e-02 6.058704e-02
[29,] 1.698666e-02 2.482732e-02 3.466371e-02 4.637210e-02 5.956988e-02
[30,] 1.576741e-02 2.343102e-02 3.332973e-02 4.541978e-02 5.929133e-02
[31,] 1.483388e-02 2.247966e-02 3.255372e-02 4.499794e-02 5.927485e-02
[32,] 1.421517e-02 2.188333e-02 3.203880e-02 4.451842e-02 5.859285e-02
[33,] 1.376173e-02 2.132308e-02 3.123562e-02 4.317250e-02 5.621149e-02
[34,] 1.321691e-02 2.038631e-02 2.956805e-02 4.026796e-02 5.144200e-02
[35,] 1.232892e-02 1.874506e-02 2.668815e-02 3.555203e-02 4.429299e-02
[36,] 1.096169e-02 1.630563e-02 2.264717e-02 2.936124e-02 3.553277e-02
[37,] 9.157315e-03 1.325946e-02 1.789502e-02 2.251436e-02 2.641972e-02
[38,] 7.120690e-03 1.000994e-02 1.310900e-02 1.600696e-02 1.824957e-02
[39,] 5.136618e-03 7.017152e-03 8.947407e-03 1.067468e-02 1.195853e-02
[40,] 3.465607e-03 4.644094e-03 5.854409e-03 6.984924e-03 7.947315e-03
[41,] 2.269808e-03 3.073102e-03 3.989150e-03 5.009508e-03 6.127728e-03
[42,] 1.592784e-03 2.305777e-03 3.264358e-03 4.517777e-03 6.076029e-03
[43,] 1.380892e-03 2.211096e-03 3.428397e-03 5.093678e-03 7.178875e-03
[44,] 1.517552e-03 2.578150e-03 4.137239e-03 6.225705e-03 8.739851e-03
[45,] 1.851522e-03 3.156128e-03 5.009424e-03 7.382343e-03 1.008282e-02
[46,] 2.219931e-03 3.691710e-03 5.686127e-03 8.104116e-03 1.068183e-02
[47,] 2.475631e-03 3.976573e-03 5.906031e-03 8.108178e-03 1.028764e-02
[48,] 2.519914e-03 3.897432e-03 5.570704e-03 7.357715e-03 8.979545e-03
[49,] 2.327478e-03 3.462844e-03 4.760481e-03 6.046836e-03 7.096725e-03
[50,] 1.947201e-03 2.786039e-03 3.683103e-03 4.498702e-03 5.076978e-03
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.289594e-08 7.793286e-08 2.512474e-07 7.670118e-07 2.215205e-06
 [2,] 9.355508e-08 2.987304e-07 9.032895e-07 2.587970e-06 7.024452e-06
 [3,] 3.560605e-07 1.067433e-06 3.027656e-06 8.135086e-06 2.072065e-05
 [4,] 1.261740e-06 3.556301e-06 9.471302e-06 2.387363e-05 5.703241e-05
 [5,] 4.160400e-06 1.104298e-05 2.765851e-05 6.548052e-05 1.467970e-04
 [6,] 1.275775e-05 3.193868e-05 7.536715e-05 1.678907e-04 3.537375e-04
 [7,] 3.637204e-05 8.598557e-05 1.914968e-04 4.022142e-04 7.981350e-04
 [8,] 9.642036e-05 2.154131e-04 4.534003e-04 8.996468e-04 1.685265e-03
 [9,] 2.377871e-04 5.022162e-04 9.999768e-04 1.877463e-03 3.327390e-03
[10,] 5.459330e-04 1.090144e-03 2.054566e-03 3.654325e-03 6.138854e-03
[11,] 1.167790e-03 2.204858e-03 3.934580e-03 6.635076e-03 1.058057e-02
[12,] 2.329076e-03 4.158977e-03 7.029397e-03 1.124568e-02 1.704198e-02
[13,] 4.333928e-03 7.324195e-03 1.173051e-02 1.781370e-02 2.567822e-02
[14,] 7.529509e-03 1.205680e-02 1.831396e-02 2.641876e-02 3.625826e-02
[15,] 1.222574e-02 1.858151e-02 2.680394e-02 3.677019e-02 4.810286e-02
[16,] 1.858250e-02 2.686824e-02 3.687547e-02 4.818291e-02 6.017735e-02
[17,] 2.650484e-02 3.655962e-02 4.785855e-02 5.969747e-02 7.134313e-02
[18,] 3.559815e-02 4.699797e-02 5.886865e-02 7.032280e-02 8.068786e-02
[19,] 4.521262e-02 5.735380e-02 6.902073e-02 7.930657e-02 8.779340e-02
[20,] 5.455971e-02 6.680147e-02 7.763336e-02 8.631039e-02 9.281301e-02
[21,] 6.285261e-02 7.467143e-02 8.434041e-02 9.141737e-02 9.632135e-02
[22,] 6.943431e-02 8.054343e-02 8.909374e-02 9.499618e-02 9.902294e-02
[23,] 7.388901e-02 8.429351e-02 9.210366e-02 9.752065e-02 1.014783e-01
[24,] 7.613964e-02 8.611615e-02 9.377364e-02 9.944383e-02 1.039811e-01
[25,] 7.650282e-02 8.651203e-02 9.464576e-02 1.011595e-01 1.066078e-01
[26,] 7.564819e-02 8.620542e-02 9.532691e-02 1.029983e-01 1.093280e-01
[27,] 7.442942e-02 8.596508e-02 9.634905e-02 1.051619e-01 1.120171e-01
[28,] 7.361182e-02 8.634242e-02 9.794532e-02 1.075418e-01 1.142993e-01
[29,] 7.357297e-02 8.739193e-02 9.980058e-02 1.094972e-01 1.153417e-01
[30,] 7.408331e-02 8.849316e-02 1.009274e-01 1.097916e-01 1.138518e-01
[31,] 7.428159e-02 8.841737e-02 9.984186e-02 1.068811e-01 1.084565e-01
[32,] 7.292299e-02 8.571633e-02 9.508910e-02 9.953938e-02 9.836262e-02
[33,] 6.886637e-02 7.933574e-02 8.592935e-02 8.753286e-02 8.392924e-02
[34,] 6.161075e-02 6.917087e-02 7.282024e-02 7.193836e-02 6.676423e-02
[35,] 5.160638e-02 5.624767e-02 5.739008e-02 5.487363e-02 4.923926e-02
[36,] 4.015453e-02 4.240354e-02 4.188999e-02 3.877177e-02 3.368670e-02
[37,] 2.894203e-02 2.963821e-02 2.842633e-02 2.559892e-02 2.171266e-02
[38,] 1.946692e-02 1.948492e-02 1.837070e-02 1.639302e-02 1.392145e-02
[39,] 1.264063e-02 1.268504e-02 1.217017e-02 1.124030e-02 1.004649e-02
[40,] 8.694752e-03 9.214940e-03 9.503236e-03 9.536455e-03 9.269370e-03
[41,] 7.319118e-03 8.511307e-03 9.566148e-03 1.029462e-02 1.051025e-02
[42,] 7.867085e-03 9.707624e-03 1.131442e-02 1.236908e-02 1.261940e-02
[43,] 9.519165e-03 1.180386e-02 1.363030e-02 1.461591e-02 1.452756e-02
[44,] 1.140647e-02 1.380856e-02 1.548340e-02 1.606597e-02 1.541769e-02
[45,] 1.274824e-02 1.491025e-02 1.612463e-02 1.611915e-02 1.489244e-02
[46,] 1.301611e-02 1.465943e-02 1.525786e-02 1.467484e-02 1.304168e-02
[47,] 1.206219e-02 1.306850e-02 1.308267e-02 1.210117e-02 1.034216e-02
[48,] 1.012582e-02 1.055022e-02 1.015649e-02 9.033836e-03 7.424133e-03
[49,] 7.695487e-03 7.710097e-03 7.137196e-03 6.104336e-03 4.823825e-03
[50,] 5.293791e-03 5.100008e-03 4.539595e-03 3.733405e-03 2.836840e-03
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.043287e-06 1.554358e-05 3.761432e-05 8.546896e-05 0.0001820249
 [2,] 1.804686e-05 4.382010e-05 1.003688e-04 2.164104e-04 0.0004383662
 [3,] 5.002704e-05 1.143950e-04 2.473822e-04 5.049672e-04 0.0009709427
 [4,] 1.292313e-04 2.777618e-04 5.658519e-04 1.091016e-03 0.0019871953
 [5,] 3.121097e-04 6.299237e-04 1.207028e-03 2.194262e-03 0.0037791015
 [6,] 7.063347e-04 1.338923e-03 2.412030e-03 4.130357e-03 0.0067186428
 [7,] 1.499553e-03 2.673543e-03 4.531896e-03 7.312413e-03 0.0112342299
 [8,] 2.986700e-03 5.020441e-03 8.024608e-03 1.222215e-02 0.0177603841
 [9,] 5.577420e-03 8.865606e-03 1.340384e-02 1.933004e-02 0.0266476435
[10,] 9.757295e-03 1.471298e-02 2.111769e-02 2.895178e-02 0.0380258378
[11,] 1.598177e-02 2.292969e-02 3.136278e-02 4.106077e-02 0.0516455751
[12,] 2.450809e-02 3.354761e-02 4.388766e-02 5.512614e-02 0.0667695981
[13,] 3.521325e-02 4.609901e-02 5.788281e-02 7.007760e-02 0.0822061162
[14,] 4.748207e-02 5.958560e-02 7.205280e-02 8.447228e-02 0.0965334711
[15,] 6.024948e-02 7.264769e-02 8.490123e-02 9.685239e-02 0.1084707552
[16,] 7.223060e-02 8.391682e-02 9.515732e-02 1.061799e-01 0.1172609879
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[33,] 9.133628e-06 3.870492e-06 1.567770e-06 6.029144e-07 2.187458e-07
[34,] 2.733404e-06 1.090966e-06 4.179206e-07 1.525937e-07 5.274065e-08
[35,] 7.532642e-07 2.821807e-07 1.018908e-07 3.522234e-08 1.157139e-08
[36,] 1.916158e-07 6.714067e-08 2.276948e-08 7.427714e-09 2.313225e-09
[37,] 4.510062e-08 1.473509e-08 4.675874e-09 1.434126e-09 4.220505e-10
[38,] 9.841767e-09 2.990863e-09 8.849232e-10 2.541789e-10 7.042592e-11
[39,] 1.993844e-09 5.628065e-10 1.547991e-10 4.147622e-11 1.077540e-11
[40,] 3.751774e-10 9.835809e-11 2.509883e-11 6.250918e-12 1.516241e-12
[41,] 6.553497e-11 1.597770e-11 3.780206e-12 8.728007e-13 1.968660e-13
[42,] 1.061101e-11 2.411918e-12 5.295550e-13 1.132030e-13 2.366487e-14
[43,] 1.589007e-12 3.378930e-13 6.900640e-14 1.366268e-14 2.641732e-15
[44,] 2.194953e-13 4.383391e-14 8.355596e-15 1.535293e-15 2.744776e-16
[45,] 2.788923e-14 5.251224e-15 9.381153e-16 1.605065e-16 2.657193e-17
[46,] 3.250710e-15 5.792156e-16 9.738807e-17 1.558088e-17 2.396021e-18
[47,] 3.467189e-16 5.865257e-17 9.319021e-18 1.400453e-18 2.008975e-19
[48,] 3.376745e-17 5.438062e-18 8.194028e-19 1.161736e-19 1.562001e-20
[49,] 2.997501e-18 4.605863e-19 6.601555e-20 8.864888e-21 1.122438e-21
[50,] 2.421672e-19 3.556681e-20 4.861061e-21 6.203323e-22 7.428404e-23

> 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  
   137.8603      -0.3671  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7gva11260968912.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]  72.01061  72.84691  73.68322  74.51952  75.35582  76.19212  77.02842
 [8]  77.86472  78.70103  79.53733  80.37363  81.20993  82.04623  82.88253
[15]  83.71883  84.55514  85.39144  86.22774  87.06404  87.90034  88.73664
[22]  89.57294  90.40925  91.24555  92.08185  92.91815  93.75445  94.59075
[29]  95.42706  96.26336  97.09966  97.93596  98.77226  99.60856 100.44486
[36] 101.28117 102.11747 102.95377 103.79007 104.62637 105.46267 106.29897
[43] 107.13528 107.97158 108.80788 109.64418 110.48048 111.31678 112.15309
[50] 112.98939

$yords
 [1]  80.93892  81.99243  83.04595  84.09946  85.15297  86.20649  87.26000
 [8]  88.31352  89.36703  90.42054  91.47406  92.52757  93.58108  94.63460
[15]  95.68811  96.74162  97.79514  98.84865  99.90216 100.95568 102.00919
[22] 103.06270 104.11622 105.16973 106.22324 107.27676 108.33027 109.38378
[29] 110.43730 111.49081 112.54432 113.59784 114.65135 115.70486 116.75838
[36] 117.81189 118.86540 119.91892 120.97243 122.02594 123.07946 124.13297
[43] 125.18648 126.24000 127.29351 128.34703 129.40054 130.45405 131.50757
[50] 132.56108

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 6.144639e-57 6.184861e-54 5.117599e-51 3.481098e-48 1.946567e-45
 [2,] 7.175098e-54 5.980098e-51 4.097242e-48 2.307749e-45 1.068535e-42
 [3,] 6.400342e-51 4.417032e-48 2.505884e-45 1.168705e-42 4.480763e-40
 [4,] 4.361360e-48 2.492276e-45 1.170776e-42 4.521311e-40 1.435353e-37
 [5,] 2.270301e-45 1.074248e-42 4.178584e-40 1.336186e-37 3.512433e-35
 [6,] 9.027940e-43 3.537177e-40 1.139274e-37 3.016566e-35 6.566005e-33
 [7,] 2.742440e-40 8.897175e-38 2.372853e-35 5.202382e-33 9.376432e-31
 [8,] 6.363987e-38 1.709587e-35 3.775347e-33 6.853859e-31 1.022863e-28
 [9,] 1.128143e-35 2.509418e-33 4.588659e-31 6.897808e-29 8.523944e-27
[10,] 1.527716e-33 2.813833e-31 4.260477e-29 5.303107e-27 5.426339e-25
[11,] 1.580394e-31 2.410282e-29 3.021862e-27 3.114539e-25 2.638866e-23
[12,] 1.248908e-29 1.577175e-27 1.637321e-25 1.397332e-23 9.803257e-22
[13,] 7.539448e-28 7.883806e-26 6.776990e-24 4.789054e-22 2.782066e-20
[14,] 3.476894e-26 3.010473e-24 2.142805e-22 1.253841e-20 6.031249e-19
[15,] 1.224860e-24 8.781664e-23 5.175733e-21 2.507717e-19 9.988276e-18
[16,] 3.296289e-23 1.956872e-21 9.550026e-20 3.831407e-18 1.263623e-16
[17,] 6.776529e-22 3.331128e-20 1.346111e-18 4.471794e-17 1.221206e-15
[18,] 1.064223e-20 4.331757e-19 1.449443e-17 3.987037e-16 9.015870e-15
[19,] 1.276739e-19 4.303099e-18 1.192251e-16 2.715625e-15 5.084971e-14
[20,] 1.170087e-18 3.265503e-17 7.492011e-16 1.413139e-14 2.191528e-13
[21,] 8.192360e-18 1.893401e-16 3.598153e-15 5.624478e-14 7.238674e-13
[22,] 4.385978e-17 8.407063e-16 1.328353e-14 1.737601e-13 1.902382e-12
[23,] 1.821369e-16 2.958744e-15 4.092315e-14 5.030574e-13 5.893676e-12
[24,] 7.284146e-16 1.264234e-14 2.174135e-13 3.700434e-12 5.924277e-11
[25,] 8.921299e-15 2.057038e-13 4.132087e-12 7.061791e-11 1.014812e-09
[26,] 2.781570e-13 5.651663e-12 9.540125e-11 1.337474e-09 1.558136e-08
[27,] 7.997571e-12 1.331715e-10 1.832979e-09 2.087520e-08 1.969490e-07
[28,] 1.821879e-10 2.488651e-09 2.804378e-08 2.609184e-07 2.006462e-06
[29,] 3.228375e-09 3.630646e-08 3.364220e-07 2.570255e-06 1.620518e-05
[30,] 4.417092e-08 4.099943e-07 3.133537e-06 1.973183e-05 1.024603e-04
[31,] 4.646553e-07 3.565629e-06 2.252532e-05 1.172272e-04 5.031110e-04
[32,] 3.749350e-06 2.381581e-05 1.245706e-04 5.370598e-04 1.911411e-03
[33,] 2.318329e-05 1.220441e-04 5.295027e-04 1.896320e-03 5.620268e-03
[34,] 1.098555e-04 4.800700e-04 1.732128e-03 5.174319e-03 1.285523e-02
[35,] 3.994472e-04 1.452982e-03 4.379130e-03 1.099120e-02 2.316197e-02
[36,] 1.118095e-03 3.402432e-03 8.638199e-03 1.847163e-02 3.376893e-02
[37,] 2.426167e-03 6.239785e-03 1.357616e-02 2.544171e-02 4.215527e-02
[38,] 4.146954e-03 9.217616e-03 1.783526e-02 3.099488e-02 5.013789e-02
[39,] 5.809065e-03 1.173446e-02 2.172845e-02 3.817743e-02 6.473448e-02
[40,] 7.343776e-03 1.477308e-02 2.861493e-02 5.331343e-02 9.365615e-02
[41,] 9.911746e-03 2.130870e-02 4.336143e-02 8.135197e-02 1.384400e-01
[42,] 1.574557e-02 3.451863e-02 6.828120e-02 1.208153e-01 1.920279e-01
[43,] 2.653408e-02 5.473185e-02 1.001449e-01 1.642004e-01 2.450529e-01
[44,] 4.147004e-02 7.825136e-02 1.324700e-01 2.048188e-01 2.930008e-01
[45,] 5.731830e-02 1.003802e-01 1.613249e-01 2.404608e-01 3.310465e-01
[46,] 7.122468e-02 1.193365e-01 1.856981e-01 2.658171e-01 3.432104e-01
[47,] 8.269872e-02 1.344495e-01 1.999427e-01 2.658801e-01 3.102070e-01
[48,] 9.099801e-02 1.403486e-01 1.918556e-01 2.281231e-01 2.340567e-01
[49,] 9.166647e-02 1.285412e-01 1.555742e-01 1.613039e-01 1.439171e-01
[50,] 7.977228e-02 9.815388e-02 1.028311e-01 9.207180e-02 7.166406e-02
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 8.948101e-43 3.381471e-40 1.050471e-37 2.682720e-35 5.632100e-33
 [2,] 4.067217e-40 1.272679e-37 3.273742e-35 6.922813e-33 1.203441e-30
 [3,] 1.412237e-37 3.659117e-35 7.793790e-33 1.364689e-30 1.964369e-28
 [4,] 3.745944e-35 8.036683e-33 1.417413e-30 2.055078e-28 2.449427e-26
 [5,] 7.590281e-33 1.348405e-30 1.969186e-28 2.364099e-26 2.333184e-24
 [6,] 1.174892e-30 1.728253e-28 2.089878e-26 2.077527e-24 1.697763e-22
 [7,] 1.389254e-28 1.692146e-26 1.694332e-24 1.394669e-22 9.437317e-21
 [8,] 1.254898e-26 1.265644e-24 1.049348e-22 7.152189e-21 4.007407e-19
 [9,] 8.659216e-25 7.231504e-23 4.964590e-21 2.801882e-19 1.299934e-17
[10,] 4.564487e-23 3.156378e-21 1.794282e-19 8.385022e-18 3.221238e-16
[11,] 1.838017e-21 1.052430e-19 4.953842e-18 1.916913e-16 6.097729e-15
[12,] 5.653919e-20 2.680651e-18 1.044807e-16 3.347677e-15 8.817723e-14
[13,] 1.328598e-18 5.215924e-17 1.683350e-15 4.466103e-14 9.740676e-13
[14,] 2.384957e-17 7.752919e-16 2.071837e-14 4.551532e-13 8.219900e-12
[15,] 3.270477e-16 8.803251e-15 1.947967e-13 3.543500e-12 5.298996e-11
[16,] 3.425987e-15 7.636001e-14 1.399119e-12 2.107463e-11 2.609669e-10
[17,] 2.741613e-14 5.059854e-13 7.676881e-12 9.575536e-11 9.819686e-10
[18,] 1.676021e-13 2.561392e-12 3.218200e-11 3.324622e-10 2.824727e-09
[19,] 7.827851e-13 9.907720e-12 1.031281e-10 8.832966e-10 6.234325e-09
[20,] 2.795099e-12 2.933745e-11 2.538402e-10 1.818601e-09 1.091037e-08
[21,] 7.689510e-12 6.786302e-11 5.058256e-10 3.307562e-09 2.036325e-08
[22,] 1.789614e-11 1.527681e-10 1.283051e-09 1.118041e-08 9.778135e-08
[23,] 7.013286e-11 8.446892e-10 9.640474e-09 9.755812e-08 8.417813e-07
[24,] 8.437928e-10 1.031399e-08 1.062345e-07 9.143118e-07 6.550470e-06
[25,] 1.219884e-08 1.223968e-07 1.024138e-06 7.143863e-06 4.153963e-05
[26,] 1.509796e-07 1.218137e-06 8.192843e-06 4.598865e-05 2.157265e-04
[27,] 1.541490e-06 1.002543e-05 5.428359e-05 2.452496e-04 9.270022e-04
[28,] 1.277040e-05 6.738777e-05 2.954902e-04 1.079883e-03 3.301928e-03
[29,] 8.442338e-05 3.640553e-04 1.302723e-03 3.882039e-03 9.681972e-03
[30,] 4.393053e-04 1.558299e-03 4.586634e-03 1.125185e-02 2.315634e-02
[31,] 1.783577e-03 5.236402e-03 1.278308e-02 2.610810e-02 4.502112e-02
[32,] 5.629678e-03 1.377591e-02 2.818020e-02 4.864436e-02 7.183016e-02
[33,] 1.384183e-02 2.851403e-02 4.962866e-02 7.407642e-02 9.679106e-02
[34,] 2.675392e-02 4.716685e-02 7.162293e-02 9.585892e-02 1.163901e-01
[35,] 4.150692e-02 6.446424e-02 8.905339e-02 1.129110e-01 1.356814e-01
[36,] 5.395751e-02 7.760564e-02 1.038554e-01 1.331358e-01 1.665961e-01
[37,] 6.383621e-02 9.129953e-02 1.260603e-01 1.691280e-01 2.201217e-01
[38,] 7.765890e-02 1.162988e-01 1.672695e-01 2.288096e-01 2.969776e-01
[39,] 1.052958e-01 1.615778e-01 2.311217e-01 3.078527e-01 3.847157e-01
[40,] 1.520586e-01 2.261759e-01 3.091349e-01 3.920784e-01 4.661395e-01
[41,] 2.131504e-01 2.992573e-01 3.877471e-01 4.680796e-01 5.284389e-01
[42,] 2.775467e-01 3.697371e-01 4.575268e-01 5.256932e-01 5.589903e-01
[43,] 3.375301e-01 4.311778e-01 5.081052e-01 5.477235e-01 5.396820e-01
[44,] 3.881329e-01 4.710817e-01 5.171780e-01 5.115108e-01 4.610307e-01
[45,] 4.144680e-01 4.643381e-01 4.625567e-01 4.136870e-01 3.409186e-01
[46,] 3.925042e-01 3.945636e-01 3.514305e-01 2.844003e-01 2.167690e-01
[47,] 3.149773e-01 2.801674e-01 2.234990e-01 1.660085e-01 1.189949e-01
[48,] 2.083438e-01 1.643869e-01 1.193484e-01 8.313658e-02 5.704943e-02
[49,] 1.126410e-01 8.017852e-02 5.433995e-02 3.639848e-02 2.490631e-02
[50,] 5.016109e-02 3.312641e-02 2.163993e-02 1.466678e-02 1.144243e-02
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 9.720173e-31 1.379082e-28 1.608460e-26 1.542208e-24 1.215570e-22
 [2,] 1.719790e-28 2.020405e-26 1.951218e-24 1.549121e-22 1.011043e-20
 [3,] 2.324453e-26 2.261156e-24 1.808194e-22 1.188697e-20 6.423957e-19
 [4,] 2.399989e-24 1.933152e-22 1.280052e-20 6.967882e-19 3.118021e-17
 [5,] 1.892957e-22 1.262538e-20 6.922343e-19 3.120134e-17 1.156108e-15
 [6,] 1.140554e-20 6.298927e-19 2.859711e-17 1.067307e-15 3.274626e-14
 [7,] 5.249700e-19 2.400667e-17 9.024738e-16 2.789000e-14 7.085460e-13
 [8,] 1.845850e-17 6.989415e-16 2.175658e-14 5.567387e-13 1.171165e-11
 [9,] 4.957943e-16 1.554507e-14 4.006726e-13 8.489802e-12 1.478807e-10
[10,] 1.017302e-14 2.641121e-13 5.636796e-12 9.889799e-11 1.426426e-09
[11,] 1.594566e-13 3.427897e-12 6.057862e-11 8.800809e-10 1.051076e-08
[12,] 1.909317e-12 3.398686e-11 4.973378e-10 5.982815e-09 5.916619e-08
[13,] 1.746461e-11 2.574193e-10 3.119136e-09 3.107053e-08 2.544456e-07
[14,] 1.220357e-10 1.489444e-09 1.494458e-08 1.232793e-07 8.361610e-07
[15,] 6.514376e-10 6.583928e-09 5.470879e-08 3.738218e-07 2.101238e-06
[16,] 2.656761e-09 2.223862e-08 1.530926e-07 8.672567e-07 4.048425e-06
[17,] 8.280547e-09 5.743979e-08 3.280565e-07 1.546011e-06 6.043038e-06
[18,] 1.975159e-08 1.138457e-07 5.430257e-07 2.163851e-06 7.362555e-06
[19,] 3.639331e-08 1.773279e-07 7.371135e-07 2.737945e-06 9.791498e-06
[20,] 5.631240e-08 2.644284e-07 1.225837e-06 5.905798e-06 2.852836e-05
[21,] 1.278731e-07 8.320999e-07 5.248324e-06 2.967051e-05 1.434559e-04
[22,] 7.920304e-07 5.584690e-06 3.322277e-05 1.646211e-04 6.764986e-04
[23,] 6.082247e-06 3.653047e-05 1.819026e-04 7.506590e-04 2.569503e-03
[24,] 3.900211e-05 1.928936e-04 7.926427e-04 2.709019e-03 7.715206e-03
[25,] 2.013856e-04 8.144697e-04 2.750960e-03 7.774450e-03 1.843649e-02
[26,] 8.469290e-04 2.788067e-03 7.715211e-03 1.800533e-02 3.558825e-02
[27,] 2.940936e-03 7.861804e-03 1.779224e-02 3.427614e-02 5.655610e-02
[28,] 8.489890e-03 1.847279e-02 3.427295e-02 5.467826e-02 7.565528e-02
[29,] 2.034911e-02 3.636606e-02 5.586210e-02 7.463178e-02 8.773036e-02
[30,] 4.034786e-02 6.024802e-02 7.823157e-02 8.975726e-02 9.259413e-02
[31,] 6.639282e-02 8.513772e-02 9.684051e-02 1.000059e-01 9.688894e-02
[32,] 9.242795e-02 1.060709e-01 1.116289e-01 1.117576e-01 1.128221e-01
[33,] 1.136443e-01 1.236594e-01 1.294052e-01 1.368511e-01 1.555970e-01
[34,] 1.324256e-01 1.460956e-01 1.623047e-01 1.891913e-01 2.374093e-01
[35,] 1.589416e-01 1.859879e-01 2.225225e-01 2.765806e-01 3.547137e-01
[36,] 2.056548e-01 2.528490e-01 3.125600e-01 3.886723e-01 4.789821e-01
[37,] 2.781633e-01 3.434408e-01 4.165284e-01 4.948167e-01 5.695355e-01
[38,] 3.679150e-01 4.386703e-01 5.055411e-01 5.625273e-01 6.020700e-01
[39,] 4.554768e-01 5.144954e-01 5.567183e-01 5.789836e-01 5.799515e-01
[40,] 5.228866e-01 5.558759e-01 5.637553e-01 5.501750e-01 5.186318e-01
[41,] 5.587294e-01 5.565994e-01 5.291047e-01 4.856629e-01 4.302623e-01
[42,] 5.517143e-01 5.125259e-01 4.566243e-01 3.936453e-01 3.253038e-01
[43,] 4.924937e-01 4.260950e-01 3.560091e-01 2.868915e-01 2.192323e-01
[44,] 3.885034e-01 3.143148e-01 2.462301e-01 1.845043e-01 1.310606e-01
[45,] 2.673999e-01 2.033690e-01 1.492437e-01 1.051247e-01 7.430098e-02
[46,] 1.600188e-01 1.149222e-01 8.035898e-02 5.780911e-02 4.886684e-02
[47,] 8.357276e-02 5.804482e-02 4.259579e-02 3.795033e-02 4.188951e-02
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[28,] 9.576159e-02 8.654253e-02 9.403932e-02 1.116955e-01 1.328389e-01
[29,] 8.527423e-02 9.114456e-02 1.112711e-01 1.378525e-01 1.613013e-01
[30,] 9.436434e-02 1.133775e-01 1.413975e-01 1.673226e-01 1.801956e-01
[31,] 1.169487e-01 1.423290e-01 1.673632e-01 1.803575e-01 1.756278e-01
[32,] 1.399119e-01 1.612283e-01 1.730324e-01 1.691000e-01 1.519621e-01
[33,] 1.496000e-01 1.592504e-01 1.562340e-01 1.418168e-01 1.219587e-01
[34,] 1.406288e-01 1.383435e-01 1.267181e-01 1.102388e-01 9.228990e-02
[35,] 1.171400e-01 1.079219e-01 9.448659e-02 7.958006e-02 6.342758e-02
[36,] 8.725788e-02 7.638604e-02 6.425421e-02 5.121419e-02 3.722483e-02
[37,] 5.808627e-02 4.842242e-02 3.834809e-02 2.782417e-02 1.775176e-02
[38,] 3.406410e-02 2.660573e-02 1.917734e-02 1.222936e-02 6.677717e-03
[39,] 1.714550e-02 1.219479e-02 7.745539e-03 4.236306e-03 1.950795e-03
[40,] 7.180515e-03 4.515193e-03 2.467012e-03 1.139965e-03 4.390832e-04
[41,] 2.432304e-03 1.320504e-03 6.110169e-04 2.364586e-04 7.583664e-05
[42,] 6.522563e-04 3.007800e-04 1.167508e-04 3.765174e-05 1.002996e-05
[43,] 1.364939e-04 5.291504e-05 1.713492e-05 4.592173e-06 1.014678e-06
[44,] 2.209174e-05 7.155609e-06 1.926921e-06 4.284818e-07 7.847101e-08
[45,] 2.750890e-06 7.417739e-07 1.658140e-07 3.056628e-08 4.637709e-09
[46,] 2.627346e-07 5.885603e-08 1.091014e-08 1.666448e-09 2.094282e-10
[47,] 1.921353e-08 3.571360e-09 5.486704e-10 6.942138e-11 7.225405e-12
[48,] 1.074770e-09 1.656500e-10 2.108457e-11 2.209527e-12 1.904416e-13
[49,] 4.596223e-11 5.871492e-12 6.190620e-13 5.372581e-14 3.834608e-15
[50,] 1.502202e-12 1.590154e-13 1.388637e-14 9.979976e-16 5.898379e-17
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.820310e-02 1.939359e-02 1.713996e-02 1.271778e-02 8.131424e-03
 [2,] 2.912299e-02 2.610535e-02 1.982057e-02 1.319964e-02 8.177291e-03
 [3,] 3.660825e-02 2.861992e-02 2.007016e-02 1.347995e-02 9.116104e-03
 [4,] 3.844603e-02 2.874514e-02 2.113909e-02 1.570776e-02 1.136115e-02
 [5,] 3.898246e-02 3.155743e-02 2.557266e-02 1.964295e-02 1.351548e-02
 [6,] 4.476138e-02 3.913355e-02 3.158421e-02 2.244428e-02 1.373819e-02
 [7,] 5.600764e-02 4.708009e-02 3.440823e-02 2.158982e-02 1.175860e-02
 [8,] 6.490873e-02 4.865965e-02 3.131855e-02 1.768561e-02 9.371976e-03
 [9,] 6.346223e-02 4.198362e-02 2.476555e-02 1.420357e-02 8.985668e-03
[10,] 5.210910e-02 3.243490e-02 2.043731e-02 1.455388e-02 1.185350e-02
[11,] 3.995893e-02 2.804458e-02 2.242126e-02 1.963397e-02 1.819002e-02
[12,] 3.681161e-02 3.275433e-02 3.052558e-02 2.877867e-02 2.950633e-02
[13,] 4.524761e-02 4.447708e-02 4.289519e-02 4.341698e-02 4.998780e-02
[14,] 6.072389e-02 6.018069e-02 6.113101e-02 6.835176e-02 8.321372e-02
[15,] 7.946000e-02 8.204866e-02 9.074659e-02 1.069930e-01 1.263084e-01
[16,] 1.045743e-01 1.161060e-01 1.344041e-01 1.546366e-01 1.684357e-01
[17,] 1.420362e-01 1.633565e-01 1.846305e-01 1.976133e-01 1.966180e-01
[18,] 1.903248e-01 2.128609e-01 2.246070e-01 2.211403e-01 2.046520e-01
[19,] 2.351293e-01 2.453692e-01 2.391633e-01 2.206142e-01 1.971141e-01
[20,] 2.565007e-01 2.476471e-01 2.276958e-01 2.047913e-01 1.827863e-01
[21,] 2.453818e-01 2.248305e-01 2.038404e-01 1.849651e-01 1.644636e-01
[22,] 2.128189e-01 1.945159e-01 1.799620e-01 1.635706e-01 1.400191e-01
[23,] 1.782841e-01 1.682940e-01 1.571877e-01 1.387188e-01 1.133675e-01
[24,] 1.513779e-01 1.459476e-01 1.343837e-01 1.163366e-01 9.693139e-02
[25,] 1.314376e-01 1.279355e-01 1.193796e-01 1.087224e-01 9.901432e-02
[26,] 1.209181e-01 1.230298e-01 1.223438e-01 1.190778e-01 1.121462e-01
[27,] 1.276003e-01 1.368184e-01 1.396206e-01 1.338486e-01 1.191518e-01
[28,] 1.504933e-01 1.582596e-01 1.529310e-01 1.357147e-01 1.106446e-01
[29,] 1.724706e-01 1.671953e-01 1.480276e-01 1.210235e-01 9.164086e-02
[30,] 1.750213e-01 1.551165e-01 1.278347e-01 9.888159e-02 7.102536e-02
[31,] 1.564719e-01 1.305940e-01 1.034551e-01 7.681826e-02 5.178498e-02
[32,] 1.287707e-01 1.043918e-01 7.975065e-02 5.534811e-02 3.362303e-02
[33,] 1.007781e-01 7.867001e-02 5.577069e-02 3.453343e-02 1.818078e-02
[34,] 7.306265e-02 5.253128e-02 3.296420e-02 1.756758e-02 7.828071e-03
[35,] 4.597058e-02 2.910378e-02 1.565189e-02 7.037117e-03 2.623115e-03
[36,] 2.369289e-02 1.282892e-02 5.811165e-03 2.182858e-03 6.769757e-04
[37,] 9.660219e-03 4.403845e-03 1.665873e-03 5.204135e-04 1.339493e-04
[38,] 3.060942e-03 1.165436e-03 3.666239e-04 9.504403e-05 2.027944e-05
[39,] 7.472553e-04 2.366564e-04 6.178347e-05 1.327735e-05 2.347138e-06
[40,] 1.399604e-04 3.679206e-05 7.962904e-06 1.417795e-06 2.075948e-07
[41,] 2.007059e-05 4.374478e-06 7.844556e-07 1.156895e-07 1.402852e-08
[42,] 2.201275e-06 3.975568e-07 5.905265e-08 7.212496e-09 7.242473e-10
[43,] 1.845476e-07 2.760910e-08 3.396427e-09 3.435229e-10 2.856430e-11
[44,] 1.182323e-08 1.464949e-09 1.492400e-10 1.249935e-11 8.606235e-13
[45,] 5.787480e-10 5.938487e-11 5.009691e-12 3.474342e-13 1.980848e-14
[46,] 2.164369e-11 1.839054e-12 1.284668e-13 7.377450e-15 3.482852e-16
[47,] 6.183604e-13 4.350796e-14 2.516634e-15 1.196702e-16 4.678038e-18
[48,] 1.349613e-14 7.863085e-16 3.766134e-17 1.482897e-18 4.799949e-20
[49,] 2.250235e-16 1.085586e-17 4.305431e-19 1.403719e-20 3.762299e-22
[50,] 2.866120e-18 1.144935e-19 3.759948e-21 1.015063e-22 2.252753e-24
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 4.704145e-03 2.631597e-03 1.486306e-03 8.298683e-04 4.313841e-04
 [2,] 5.020962e-03 3.109505e-03 1.858140e-03 1.008821e-03 4.786321e-04
 [3,] 6.135957e-03 3.879348e-03 2.183794e-03 1.064627e-03 4.491041e-04
 [4,] 7.523533e-03 4.368180e-03 2.185481e-03 9.512060e-04 3.828683e-04
 [5,] 8.065177e-03 4.141919e-03 1.868967e-03 8.019474e-04 4.072217e-04
 [6,] 7.253867e-03 3.417510e-03 1.584391e-03 8.871385e-04 7.880838e-04
 [7,] 5.839785e-03 2.967263e-03 1.837236e-03 1.647449e-03 2.239719e-03
 [8,] 5.288138e-03 3.613882e-03 3.260854e-03 4.129886e-03 6.506987e-03
 [9,] 6.735178e-03 6.113354e-03 7.220892e-03 1.068314e-02 1.631624e-02
[10,] 1.084741e-02 1.204220e-02 1.661616e-02 2.449169e-02 3.320383e-02
[11,] 1.923911e-02 2.474588e-02 3.487702e-02 4.649121e-02 5.423323e-02
[12,] 3.564289e-02 4.773890e-02 6.209440e-02 7.209972e-02 7.248564e-02
[13,] 6.361118e-02 8.021182e-02 9.219956e-02 9.331982e-02 8.310425e-02
[14,] 1.014247e-01 1.148001e-01 1.164725e-01 1.056923e-01 8.788915e-02
[15,] 1.402892e-01 1.419520e-01 1.305377e-01 1.115484e-01 9.196735e-02
[16,] 1.692287e-01 1.566986e-01 1.364930e-01 1.154021e-01 9.648388e-02
[17,] 1.823187e-01 1.607309e-01 1.382484e-01 1.172348e-01 9.604129e-02
[18,] 1.817737e-01 1.583068e-01 1.355803e-01 1.114492e-01 8.453121e-02
[19,] 1.736272e-01 1.500828e-01 1.237346e-01 9.376036e-02 6.346412e-02
[20,] 1.598720e-01 1.325678e-01 1.007145e-01 6.875579e-02 4.248365e-02
[21,] 1.379788e-01 1.059400e-01 7.386741e-02 4.802594e-02 3.100329e-02
[22,] 1.100181e-01 7.979177e-02 5.580927e-02 4.018726e-02 3.051563e-02
[23,] 8.732334e-02 6.673952e-02 5.314832e-02 4.365052e-02 3.458806e-02
[24,] 8.122681e-02 7.003022e-02 6.030834e-02 4.884836e-02 3.530263e-02
[25,] 9.018105e-02 7.956007e-02 6.498569e-02 4.728516e-02 2.987732e-02
[26,] 9.981546e-02 8.160802e-02 5.970089e-02 3.829966e-02 2.126590e-02
[27,] 9.723382e-02 7.163245e-02 4.689636e-02 2.692045e-02 1.341516e-02
[28,] 8.241834e-02 5.540382e-02 3.309027e-02 1.729749e-02 7.813549e-03
[29,] 6.359585e-02 3.964754e-02 2.172900e-02 1.027814e-02 4.138230e-03
[30,] 4.616401e-02 2.639066e-02 1.297107e-02 5.396319e-03 1.881237e-03
[31,] 3.064185e-02 1.551700e-02 6.617841e-03 2.354634e-03 6.950616e-04
[32,] 1.741175e-02 7.565539e-03 2.734036e-03 8.177928e-04 2.019257e-04
[33,] 8.012231e-03 2.931181e-03 8.863113e-04 2.209964e-04 4.538324e-05
[34,] 2.892820e-03 8.828912e-04 2.220717e-04 4.598371e-05 7.834010e-06
[35,] 8.072743e-04 2.046940e-04 4.271853e-05 7.333710e-06 1.035392e-06
[36,] 1.729700e-04 3.637130e-05 6.290836e-06 8.947553e-07 1.046371e-07
[37,] 2.837436e-05 4.943853e-06 7.083368e-07 8.344310e-08 8.081391e-09
[38,] 3.559183e-06 5.136665e-07 6.095158e-08 5.946091e-09 4.768746e-10
[39,] 3.412010e-07 4.078106e-08 4.007269e-09 3.237165e-10 2.149800e-11
[40,] 2.499204e-08 2.473613e-09 2.012741e-10 1.346362e-11 7.403695e-13
[41,] 1.398551e-09 1.146234e-10 7.722999e-12 4.277719e-13 1.947820e-14
[42,] 5.978862e-11 4.057606e-12 2.263780e-13 1.038270e-14 3.914670e-16
[43,] 1.952594e-12 1.097274e-13 5.069080e-15 1.925100e-16 6.010160e-18
[44,] 4.871400e-14 2.266766e-15 8.670994e-17 2.726722e-18 7.048892e-20
[45,] 9.284138e-16 3.577197e-17 1.133060e-18 2.950340e-20 6.315377e-22
[46,] 1.351681e-17 4.312441e-19 1.131046e-20 2.438636e-22 4.322363e-24
[47,] 1.503317e-19 3.971433e-21 8.624851e-23 1.539804e-24 2.259886e-26
[48,] 1.277235e-21 2.793925e-23 5.024193e-25 7.427234e-27 9.026001e-29
[49,] 8.289625e-24 1.501502e-25 2.235756e-27 2.736732e-29 2.753896e-31
[50,] 4.110005e-26 6.164252e-28 7.600216e-30 7.703372e-32 6.418642e-34
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.986321e-04 7.926493e-05 2.793146e-05 1.042004e-05 7.970251e-06
 [2,] 1.962591e-04 7.176284e-05 2.851652e-05 2.280596e-05 3.862179e-05
 [3,] 1.715217e-04 7.326382e-05 6.084687e-05 1.009866e-04 1.868100e-04
 [4,] 1.775057e-04 1.519296e-04 2.441622e-04 4.453170e-04 7.235839e-04
 [5,] 3.563797e-04 5.476551e-04 9.775030e-04 1.585097e-03 2.170218e-03
 [6,] 1.144432e-03 1.980853e-03 3.193766e-03 4.388653e-03 5.015328e-03
 [7,] 3.719603e-03 5.932883e-03 8.167901e-03 9.396958e-03 8.966455e-03
 [8,] 1.019894e-02 1.403044e-02 1.624013e-02 1.565291e-02 1.258600e-02
 [9,] 2.234252e-02 2.598954e-02 2.531864e-02 2.070075e-02 1.442824e-02
[10,] 3.873910e-02 3.815885e-02 3.180357e-02 2.286514e-02 1.481573e-02
[11,] 5.400426e-02 4.598616e-02 3.425232e-02 2.342422e-02 1.574637e-02
[12,] 6.314243e-02 4.885784e-02 3.530595e-02 2.531828e-02 1.846545e-02
[13,] 6.678854e-02 5.083779e-02 3.853455e-02 2.934951e-02 2.147507e-02
[14,] 6.996265e-02 5.541517e-02 4.356267e-02 3.245191e-02 2.167927e-02
[15,] 7.522865e-02 6.041492e-02 4.551854e-02 3.060478e-02 1.772866e-02
[16,] 7.849868e-02 5.949250e-02 4.013700e-02 2.336550e-02 1.157110e-02
[17,] 7.290955e-02 4.924239e-02 2.881842e-02 1.450564e-02 6.385961e-03
[18,] 5.710106e-02 3.369397e-02 1.743930e-02 8.215443e-03 3.778642e-03
[19,] 3.804733e-02 2.065487e-02 1.077768e-02 5.789738e-03 3.220087e-03
[20,] 2.484254e-02 1.476014e-02 9.216095e-03 5.746804e-03 3.291554e-03
[21,] 2.105306e-02 1.478154e-02 9.905226e-03 5.889694e-03 2.984061e-03
[22,] 2.313774e-02 1.615718e-02 9.822630e-03 5.054438e-03 2.175442e-03
[23,] 2.470024e-02 1.523746e-02 7.952996e-03 3.481812e-03 1.275591e-03
[24,] 2.203607e-02 1.168521e-02 5.227405e-03 1.969737e-03 6.260759e-04
[25,] 1.616234e-02 7.437273e-03 2.906162e-03 9.649630e-04 2.726010e-04
[26,] 1.014603e-02 4.144900e-03 1.447200e-03 4.310360e-04 1.092004e-04
[27,] 5.761074e-03 2.119381e-03 6.641314e-04 1.762612e-04 3.939805e-05
[28,] 3.018235e-03 9.884513e-04 2.724987e-04 6.287202e-05 1.208440e-05
[29,] 1.404090e-03 3.986160e-04 9.420574e-05 1.846608e-05 2.994414e-06
[30,] 5.460424e-04 1.314153e-04 2.615276e-05 4.295797e-06 5.816801e-07
[31,] 1.696621e-04 3.417667e-05 5.674176e-06 7.757836e-07 8.729783e-08
[32,] 4.109411e-05 6.886623e-06 9.497830e-07 1.077639e-07 1.005656e-08
[33,] 7.670277e-06 1.066478e-06 1.219576e-07 1.146861e-08 8.867758e-10
[34,] 1.097722e-06 1.264874e-07 1.198397e-08 9.335133e-10 5.978440e-11
[35,] 1.201968e-07 1.147229e-08 9.002353e-10 5.807570e-11 3.080051e-12
[36,] 1.006052e-08 7.952275e-10 5.167598e-11 2.760605e-12 1.212371e-13
[37,] 6.434449e-10 4.211701e-11 2.266318e-12 1.002527e-13 3.645717e-15
[38,] 3.144093e-11 1.704122e-12 7.593102e-14 2.781294e-15 8.374991e-17
[39,] 1.173666e-12 5.267474e-14 1.943441e-15 5.894520e-17 1.469719e-18
[40,] 3.346924e-14 1.243807e-15 3.799885e-17 9.543232e-19 1.970285e-20
[41,] 7.291131e-16 2.243624e-17 5.675647e-19 1.180287e-20 2.017756e-22
[42,] 1.213358e-17 3.091659e-19 6.475963e-21 1.115126e-22 1.578526e-24
[43,] 1.542508e-19 3.254447e-21 5.644650e-23 8.048291e-25 9.433626e-27
[44,] 1.497991e-21 2.617015e-23 3.758489e-25 4.437383e-27 4.306743e-29
[45,] 1.111309e-23 1.607603e-25 1.911758e-27 1.868932e-29 1.501975e-31
[46,] 6.298017e-26 7.543880e-28 7.428412e-30 6.013173e-32 4.001471e-34
[47,] 2.726567e-28 2.704296e-30 2.204969e-32 1.477941e-34 8.143669e-37
[48,] 9.017207e-31 7.405544e-33 4.999796e-35 2.774942e-37 1.266088e-39
[49,] 2.278092e-33 1.549184e-35 8.660552e-38 3.980102e-40 1.503665e-42
[50,] 4.396568e-36 2.475670e-38 1.145994e-40 4.360917e-43 1.364212e-45

> 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  
    214.608       -1.138  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> try(system("convert tmp/1bfok1260968912.ps tmp/1bfok1260968912.png",intern=TRUE))
character(0)
> try(system("convert tmp/2xb5k1260968912.ps tmp/2xb5k1260968912.png",intern=TRUE))
character(0)
> try(system("convert tmp/34y2p1260968912.ps tmp/34y2p1260968912.png",intern=TRUE))
character(0)
> try(system("convert tmp/4zgia1260968912.ps tmp/4zgia1260968912.png",intern=TRUE))
character(0)
> try(system("convert tmp/5q9e11260968912.ps tmp/5q9e11260968912.png",intern=TRUE))
character(0)
> try(system("convert tmp/6wzh01260968912.ps tmp/6wzh01260968912.png",intern=TRUE))
character(0)
> try(system("convert tmp/7gva11260968912.ps tmp/7gva11260968912.png",intern=TRUE))
character(0)
> 
> 
> proc.time()
   user  system elapsed 
  2.032   1.306   2.461