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.

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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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Type 'q()' to quit R.

> z <- c(80.8,84.5,91.3,83.3,81.9,87.1,69.1,73.5,93.9,95,89,90.8,74.7,81,97.7,86.2,88.7,96.4,94.8,75,90.8,94.5,85.8,95.5,79.6,79.8,88.3,80.2,87.6,102.6,75.1,74,97.5,91.9,97.6,97.4,86.4,88.2,100.7,90.6,91.8,104.1,79.6,78.3,100.4,103.6,98.4,99.8,87.7,83.9,96.1,90.1,89.7,100.4,81.4,80.9,99.3,109,99.6,93.8,89.6)
> y <- c(93.5,98.8,106.2,98.3,102.1,117.1,101.5,80.5,105.9,109.5,97.2,114.5,93.5,100.9,121.1,116.5,109.3,118.1,108.3,105.4,116.2,111.2,105.8,122.7,99.5,107.9,124.6,115,110.3,132.7,99.7,96.5,118.7,112.9,130.5,137.9,115,116.8,140.9,120.7,134.2,147.3,112.4,107.1,128.4,137.7,135,151,137.4,132.4,161.3,139.8,146,166.5,143.3,121,152.6,154.4,154.6,158,142.6)
> x <- c(101.6,101.2,111.6,109.4,105.4,119.6,87.7,93.8,115.6,121.3,104.9,103.9,95.2,102,117.4,111.3,109.6,123,88.8,98.8,119.9,122.1,115.5,107.1,99.3,102.5,111.2,109.7,109.8,124.4,85.6,95.4,115.1,116.2,120,109.9,104,104.3,120.2,112.5,122.3,130,94.8,103.9,128.8,137.6,130.8,125.2,119.1,120.4,136.6,129.8,135.8,151,105,117.3,144.6,154.6,137.3,129,125.3)
> par7 = 'vervaardiging elektronische apparaten'
> par6 = 'vervaardiging van machines'
> par5 = 'metaalproducten'
> 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/1suho1226423797.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/2nq1i1226423797.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/3mio71226423797.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/41n7i1226423797.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/514ou1226423797.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  
     -3.508        1.086  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6no551226423797.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]  68.71661  70.95267  73.18873  75.42478  77.66084  79.89690  82.13295
 [8]  84.36901  86.60507  88.84112  91.07718  93.31324  95.54929  97.78535
[15] 100.02141 102.25746 104.49352 106.72958 108.96563 111.20169 113.43775
[22] 115.67380 117.90986 120.14592 122.38197 124.61803 126.85408 129.09014
[29] 131.32620 133.56225 135.79831 138.03437 140.27042 142.50648 144.74254
[36] 146.97859 149.21465 151.45071 153.68676 155.92282 158.15888 160.39493
[43] 162.63099 164.86705 167.10310 169.33916 171.57522 173.81127 176.04733
[50] 178.28339

$yords
 [1]  61.94117  63.04765  64.15414  65.26062  66.36710  67.47358  68.58007
 [8]  69.68655  70.79303  71.89952  73.00600  74.11248  75.21896  76.32545
[15]  77.43193  78.53841  79.64490  80.75138  81.85786  82.96434  84.07083
[22]  85.17731  86.28379  87.39028  88.49676  89.60324  90.70972  91.81621
[29]  92.92269  94.02917  95.13566  96.24214  97.34862  98.45510  99.56159
[36] 100.66807 101.77455 102.88104 103.98752 105.09400 106.20048 107.30697
[43] 108.41345 109.51993 110.62642 111.73290 112.83938 113.94586 115.05235
[50] 116.15883

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 8.870039e-04 1.485853e-03 2.284360e-03 3.204929e-03 4.087796e-03
 [2,] 8.970012e-04 1.547883e-03 2.495901e-03 3.721678e-03 5.092347e-03
 [3,] 9.272786e-04 1.580166e-03 2.576145e-03 3.967191e-03 5.703268e-03
 [4,] 1.043106e-03 1.703911e-03 2.703541e-03 4.134454e-03 6.033364e-03
 [5,] 1.275668e-03 2.000060e-03 3.052947e-03 4.517779e-03 6.462263e-03
 [6,] 1.631528e-03 2.478894e-03 3.686872e-03 5.308568e-03 7.376677e-03
 [7,] 2.129465e-03 3.122686e-03 4.555818e-03 6.483901e-03 8.893744e-03
 [8,] 2.809791e-03 3.946796e-03 5.598989e-03 7.885702e-03 1.081316e-02
 [9,] 3.673760e-03 4.986531e-03 6.822321e-03 9.397051e-03 1.282876e-02
[10,] 4.587944e-03 6.181367e-03 8.232452e-03 1.100818e-02 1.477103e-02
[11,] 5.263623e-03 7.261162e-03 9.657017e-03 1.266310e-02 1.660872e-02
[12,] 5.387646e-03 7.797879e-03 1.065549e-02 1.403461e-02 1.818879e-02
[13,] 4.831683e-03 7.454177e-03 1.070136e-02 1.452887e-02 1.902372e-02
[14,] 3.758235e-03 6.238580e-03 9.548324e-03 1.363574e-02 1.846235e-02
[15,] 2.521799e-03 4.528802e-03 7.456016e-03 1.135299e-02 1.618819e-02
[16,] 1.455703e-03 2.837494e-03 5.052355e-03 8.273361e-03 1.258136e-02
[17,] 7.219800e-04 1.530701e-03 2.957916e-03 5.237938e-03 8.566836e-03
[18,] 3.076560e-04 7.105104e-04 1.493675e-03 2.871366e-03 5.080616e-03
[19,] 1.129477e-04 2.843022e-04 6.512924e-04 1.363115e-03 2.621157e-03
[20,] 3.629528e-05 9.914440e-05 2.471848e-04 5.638821e-04 1.182186e-03
[21,] 1.115078e-05 3.194164e-05 8.493551e-05 2.090066e-04 4.760513e-04
[22,] 4.608596e-06 1.226320e-05 3.160059e-05 7.842920e-05 1.860595e-04
[23,] 3.584866e-06 8.511127e-06 1.925848e-05 4.237495e-05 9.218584e-05
[24,] 3.669469e-06 8.819745e-06 1.945791e-05 3.991597e-05 7.770915e-05
[25,] 3.556990e-06 9.174815e-06 2.145224e-05 4.566610e-05 8.922506e-05
[26,] 3.006642e-06 8.431264e-06 2.136094e-05 4.896548e-05 1.018409e-04
[27,] 2.183687e-06 6.676109e-06 1.842234e-05 4.590677e-05 1.034094e-04
[28,] 1.359005e-06 4.533079e-06 1.364298e-05 3.705552e-05 9.086408e-05
[29,] 7.242909e-07 2.636465e-06 8.658084e-06 2.565345e-05 6.858999e-05
[30,] 3.305176e-07 1.313030e-06 4.705709e-06 1.521457e-05 4.438195e-05
[31,] 1.291347e-07 5.598951e-07 2.189944e-06 7.727291e-06 2.459812e-05
[32,] 4.319658e-08 2.044099e-07 8.725972e-07 3.360369e-06 1.167421e-05
[33,] 1.237118e-08 6.389322e-08 2.976844e-07 1.251169e-06 4.743918e-06
[34,] 3.033382e-09 1.709867e-08 8.694701e-08 3.988451e-07 1.650490e-06
[35,] 6.367904e-10 3.917633e-09 2.174242e-08 1.088551e-07 4.916402e-07
[36,] 1.144509e-10 7.684909e-10 4.654949e-09 2.543593e-08 1.253827e-07
[37,] 1.761145e-11 1.290646e-10 8.532485e-10 5.088623e-09 2.737676e-08
[38,] 2.320194e-12 1.855789e-11 1.339027e-10 8.715784e-10 5.117766e-09
[39,] 2.617015e-13 2.284561e-12 1.799103e-11 1.278102e-10 8.190905e-10
[40,] 2.527213e-14 2.407857e-13 2.069552e-12 1.604642e-11 1.122373e-10
[41,] 2.089442e-15 2.172760e-14 2.038214e-13 1.724821e-12 1.316726e-11
[42,] 1.479012e-16 1.678593e-15 1.718605e-14 1.587314e-13 1.322533e-12
[43,] 8.963283e-18 1.110282e-16 1.240670e-15 1.250649e-14 1.137292e-13
[44,] 4.650661e-19 6.287430e-18 7.668115e-17 8.436464e-16 8.373160e-15
[45,] 2.065934e-20 3.048367e-19 4.057656e-18 4.872362e-17 5.277899e-16
[46,] 7.857244e-22 1.265358e-20 1.838290e-19 2.409189e-18 2.848295e-17
[47,] 2.558451e-23 4.496895e-22 7.130266e-21 1.019894e-19 1.316018e-18
[48,] 7.132444e-25 1.368253e-23 2.367837e-22 3.696526e-21 5.205868e-20
[49,] 1.702366e-26 3.564293e-25 6.732110e-24 1.147059e-22 1.763103e-21
[50,] 3.478706e-28 7.949332e-27 1.638706e-25 3.047390e-24 5.112258e-23
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.728379e-03 4.952512e-03 4.692979e-03 4.021763e-03 3.117231e-03
 [2,] 6.359536e-03 7.222868e-03 7.443848e-03 6.952486e-03 5.882097e-03
 [3,] 7.580204e-03 9.247123e-03 1.030206e-02 1.044824e-02 9.629287e-03
 [4,] 8.306434e-03 1.067223e-02 1.268140e-02 1.384408e-02 1.382430e-02
 [5,] 8.886770e-03 1.164710e-02 1.439682e-02 1.661624e-02 1.776166e-02
 [6,] 9.897430e-03 1.281459e-02 1.594061e-02 1.889857e-02 2.114855e-02
 [7,] 1.171818e-02 1.486293e-02 1.820427e-02 2.153606e-02 2.450336e-02
 [8,] 1.425237e-02 1.798582e-02 2.178970e-02 2.547958e-02 2.887122e-02
 [9,] 1.703590e-02 2.172424e-02 2.648899e-02 3.097139e-02 3.495494e-02
[10,] 1.961093e-02 2.531671e-02 3.139274e-02 3.723927e-02 4.239070e-02
[11,] 2.178168e-02 2.820592e-02 3.550337e-02 4.296685e-02 4.983403e-02
[12,] 2.349023e-02 3.021253e-02 3.826659e-02 4.708204e-02 5.576340e-02
[13,] 2.447065e-02 3.124849e-02 3.955897e-02 4.914805e-02 5.924452e-02
[14,] 2.413778e-02 3.096096e-02 3.926522e-02 4.910980e-02 6.002624e-02
[15,] 2.195865e-02 2.880965e-02 3.702993e-02 4.684439e-02 5.809712e-02
[16,] 1.799941e-02 2.459457e-02 3.255733e-02 4.213390e-02 5.337624e-02
[17,] 1.308004e-02 1.889021e-02 2.616165e-02 3.512722e-02 4.595127e-02
[18,] 8.349308e-03 1.288894e-02 1.892520e-02 2.672672e-02 3.654663e-02
[19,] 4.666792e-03 7.769026e-03 1.222712e-02 1.838122e-02 2.658296e-02
[20,] 2.292482e-03 4.146040e-03 7.058559e-03 1.141297e-02 1.763856e-02
[21,] 1.006723e-03 1.987167e-03 3.685197e-03 6.461575e-03 1.076130e-02
[22,] 4.191974e-04 8.936324e-04 1.800364e-03 3.428656e-03 6.174349e-03
[23,] 1.996102e-04 4.279418e-04 8.967538e-04 1.810787e-03 3.482468e-03
[24,] 1.475891e-04 2.812274e-04 5.458888e-04 1.072666e-03 2.087184e-03
[25,] 1.623533e-04 2.817159e-04 4.814443e-04 8.358725e-04 1.492771e-03
[26,] 1.932303e-04 3.378933e-04 5.544423e-04 8.779969e-04 1.388833e-03
[27,] 2.109899e-04 3.914517e-04 6.653681e-04 1.050460e-03 1.576257e-03
[28,] 2.013066e-04 4.035585e-04 7.342206e-04 1.219327e-03 1.868461e-03
[29,] 1.655382e-04 3.608455e-04 7.112940e-04 1.270895e-03 2.067830e-03
[30,] 1.168207e-04 2.775299e-04 5.953793e-04 1.154526e-03 2.027678e-03
[31,] 7.064491e-05 1.830682e-04 4.281475e-04 9.040911e-04 1.725237e-03
[32,] 3.658864e-05 1.034587e-04 2.639574e-04 6.077655e-04 1.263429e-03
[33,] 1.622653e-05 5.007189e-05 1.394006e-04 3.501731e-04 7.938490e-04
[34,] 6.161460e-06 2.075030e-05 6.304453e-05 1.728139e-04 4.274329e-04
[35,] 2.003114e-06 7.362570e-06 2.441329e-05 7.303194e-05 1.971153e-04
[36,] 5.575528e-07 2.236648e-06 8.094274e-06 2.642645e-05 7.784000e-05
[37,] 1.328684e-07 5.817329e-07 2.297693e-06 8.187222e-06 2.631936e-05
[38,] 2.710891e-08 1.295404e-07 5.584239e-07 2.171685e-06 7.619380e-06
[39,] 4.735390e-09 2.469682e-08 1.161961e-07 4.931909e-07 1.888543e-06
[40,] 7.081956e-10 4.031169e-09 2.070016e-08 9.589359e-08 4.007681e-07
[41,] 9.067846e-11 5.633451e-10 3.157258e-09 1.596316e-08 7.281418e-08
[42,] 9.940493e-12 6.740174e-11 4.122871e-10 2.275109e-09 1.132645e-08
[43,] 9.329660e-13 6.904335e-12 4.609394e-11 2.776133e-10 1.508436e-09
[44,] 7.496802e-14 6.055152e-13 4.412050e-12 2.900221e-11 1.719941e-10
[45,] 5.157514e-15 4.546555e-14 3.615691e-13 2.594039e-12 1.679017e-11
[46,] 3.037785e-16 2.922753e-15 2.536849e-14 1.986435e-13 1.403297e-12
[47,] 1.531887e-17 1.608626e-16 1.523882e-15 1.302344e-14 1.004148e-13
[48,] 6.613796e-19 7.580052e-18 7.837224e-17 7.310243e-16 6.151780e-15
[49,] 2.444714e-20 3.058037e-19 3.450854e-18 3.513107e-17 3.226693e-16
[50,] 7.736706e-22 1.056243e-20 1.300894e-19 1.445447e-18 1.448993e-17
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.186822e-03 1.390944e-03 8.051680e-04 4.274331e-04 2.112054e-04
 [2,] 4.509397e-03 3.137102e-03 1.987144e-03 1.154125e-03 6.229883e-04
 [3,] 8.060254e-03 6.132944e-03 4.253734e-03 2.705999e-03 1.598018e-03
 [4,] 1.259706e-02 1.046966e-02 7.950375e-03 5.543706e-03 3.586250e-03
 [5,] 1.748507e-02 1.580385e-02 1.311123e-02 1.001508e-02 7.099953e-03
 [6,] 2.213925e-02 2.153542e-02 1.939351e-02 1.616872e-02 1.253873e-02
 [7,] 2.660534e-02 2.732550e-02 2.635211e-02 2.376177e-02 2.003847e-02
 [8,] 3.168799e-02 3.351597e-02 3.389443e-02 3.252611e-02 2.948107e-02
 [9,] 3.832389e-02 4.092008e-02 4.243220e-02 4.244435e-02 4.064956e-02
[10,] 4.664629e-02 4.999704e-02 5.240925e-02 5.364720e-02 5.330012e-02
[11,] 5.559548e-02 6.012423e-02 6.353500e-02 6.588386e-02 6.694669e-02
[12,] 6.345877e-02 6.970430e-02 7.450320e-02 7.808495e-02 8.052906e-02
[13,] 6.882027e-02 7.703671e-02 8.357545e-02 8.861443e-02 9.246840e-02
[14,] 7.105323e-02 8.110981e-02 8.948500e-02 9.609705e-02 1.013243e-01
[15,] 7.006884e-02 8.164055e-02 9.177073e-02 9.998100e-02 1.064900e-01
[16,] 6.585460e-02 7.859022e-02 9.036340e-02 1.002664e-01 1.081304e-01
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[28,] 5.428221e-04 1.977252e-04 6.555654e-05 1.979014e-05 5.441557e-06
[29,] 9.644529e-04 3.733568e-04 1.313123e-04 4.196285e-05 1.218778e-05
[30,] 1.652019e-03 6.840103e-04 2.570250e-04 8.762218e-05 2.709877e-05
[31,] 2.667877e-03 1.186007e-03 4.785133e-04 1.750800e-04 5.806379e-05
[32,] 3.996753e-03 1.908669e-03 8.282966e-04 3.261892e-04 1.164581e-04
[33,] 5.522278e-03 2.824244e-03 1.316044e-03 5.575463e-04 2.144166e-04
[34,] 7.091022e-03 3.856094e-03 1.918784e-03 8.709451e-04 3.597662e-04
[35,] 8.658679e-03 4.952702e-03 2.606386e-03 1.257138e-03 5.540069e-04
[36,] 1.039248e-02 6.187529e-03 3.404454e-03 1.725022e-03 8.023367e-04
[37,] 1.255430e-02 7.764434e-03 4.439724e-03 2.342092e-03 1.137353e-03
[38,] 1.514862e-02 9.829008e-03 5.876424e-03 3.233404e-03 1.635675e-03
[39,] 1.761850e-02 1.217072e-02 7.717884e-03 4.485811e-03 2.387616e-03
[40,] 1.897558e-02 1.410651e-02 9.612459e-03 5.986571e-03 3.402271e-03
[41,] 1.840567e-02 1.477921e-02 1.089825e-02 7.341480e-03 4.505036e-03
[42,] 1.587478e-02 1.372162e-02 1.096155e-02 8.017986e-03 5.343609e-03
[43,] 1.218286e-02 1.121061e-02 9.659710e-03 7.668380e-03 5.560078e-03
[44,] 8.433176e-03 8.088372e-03 7.436365e-03 6.377216e-03 5.023945e-03
[45,] 5.418285e-03 5.231222e-03 5.027478e-03 4.609957e-03 3.928056e-03
[46,] 3.387127e-03 3.129117e-03 3.032435e-03 2.914629e-03 2.660535e-03
[47,] 2.202847e-03 1.831840e-03 1.688559e-03 1.638375e-03 1.571401e-03
[48,] 1.599562e-03 1.145186e-03 9.291155e-04 8.503192e-04 8.232879e-04
[49,] 1.326895e-03 8.315310e-04 5.639111e-04 4.422786e-04 3.992056e-04
[50,] 1.186176e-03 7.004730e-04 4.130868e-04 2.635690e-04 1.977630e-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  
    51.6465       0.3117  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7mscz1226423797.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]  74.29969  76.16909  78.03849  79.90789  81.77729  83.64669  85.51609
 [8]  87.38549  89.25489  91.12429  92.99369  94.86309  96.73249  98.60189
[15] 100.47130 102.34070 104.21010 106.07950 107.94890 109.81830 111.68770
[22] 113.55710 115.42650 117.29590 119.16530 121.03470 122.90410 124.77350
[29] 126.64290 128.51230 130.38170 132.25110 134.12050 135.98990 137.85930
[36] 139.72870 141.59811 143.46751 145.33691 147.20631 149.07571 150.94511
[43] 152.81451 154.68391 156.55331 158.42271 160.29211 162.16151 164.03091
[50] 165.90031

$yords
 [1]  61.94117  63.04765  64.15414  65.26062  66.36710  67.47358  68.58007
 [8]  69.68655  70.79303  71.89952  73.00600  74.11248  75.21896  76.32545
[15]  77.43193  78.53841  79.64490  80.75138  81.85786  82.96434  84.07083
[22]  85.17731  86.28379  87.39028  88.49676  89.60324  90.70972  91.81621
[29]  92.92269  94.02917  95.13566  96.24214  97.34862  98.45510  99.56159
[36] 100.66807 101.77455 102.88104 103.98752 105.09400 106.20048 107.30697
[43] 108.41345 109.51993 110.62642 111.73290 112.83938 113.94586 115.05235
[50] 116.15883

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 5.040802e-03 5.618020e-03 5.873436e-03 6.022976e-03 6.282863e-03
 [2,] 6.841127e-03 8.294258e-03 9.143032e-03 9.458903e-03 9.580759e-03
 [3,] 8.086099e-03 1.084990e-02 1.301136e-02 1.420426e-02 1.455257e-02
 [4,] 8.265318e-03 1.237866e-02 1.642880e-02 1.951656e-02 2.112878e-02
 [5,] 7.287900e-03 1.223172e-02 1.811868e-02 2.382016e-02 2.807396e-02
 [6,] 5.542799e-03 1.044452e-02 1.733600e-02 2.543189e-02 3.316608e-02
 [7,] 3.641140e-03 7.709189e-03 1.436299e-02 2.360112e-02 3.432813e-02
 [8,] 2.071452e-03 4.928419e-03 1.031263e-02 1.901006e-02 3.094850e-02
 [9,] 1.025114e-03 2.738925e-03 6.434842e-03 1.331011e-02 2.428363e-02
[10,] 4.449243e-04 1.331872e-03 3.507647e-03 8.133069e-03 1.662393e-02
[11,] 1.722981e-04 5.740749e-04 1.686925e-03 4.370304e-03 9.986061e-03
[12,] 6.182176e-05 2.255029e-04 7.305597e-04 2.096754e-03 5.323935e-03
[13,] 2.209083e-05 8.539465e-05 2.972316e-04 9.267920e-04 2.577948e-03
[14,] 8.582915e-06 3.390779e-05 1.221566e-04 4.001086e-04 1.185839e-03
[15,] 3.708522e-06 1.491373e-05 5.451916e-05 1.819622e-04 5.552035e-04
[16,] 1.655884e-06 6.989781e-06 2.643600e-05 9.024638e-05 2.800402e-04
[17,] 6.981069e-07 3.192363e-06 1.291997e-05 4.653261e-05 1.501507e-04
[18,] 2.630028e-07 1.326958e-06 5.884487e-06 2.300886e-05 7.966759e-05
[19,] 8.634769e-08 4.848283e-07 2.384525e-06 1.029093e-05 3.906666e-05
[20,] 2.446172e-08 1.534284e-07 8.415618e-07 4.040840e-06 1.700881e-05
[21,] 5.961761e-09 4.183761e-08 2.565453e-07 1.375466e-06 6.453651e-06
[22,] 1.251054e-09 9.828304e-09 6.743716e-08 4.043333e-07 2.119641e-06
[23,] 2.269868e-10 1.996067e-09 1.532732e-08 1.028090e-07 6.026544e-07
[24,] 3.591012e-11 3.532559e-10 3.034056e-09 2.275879e-08 1.491518e-07
[25,] 5.025326e-12 5.523482e-11 5.300210e-10 4.441363e-09 3.251032e-08
[26,] 6.353227e-13 7.789063e-12 8.336477e-11 7.790827e-10 6.359290e-09
[27,] 7.437012e-14 1.015299e-12 1.209900e-11 1.258775e-10 1.143653e-09
[28,] 8.213324e-15 1.247555e-13 1.653752e-12 1.913462e-11 1.932825e-10
[29,] 8.575504e-16 1.450167e-14 2.139548e-13 2.754372e-12 3.094453e-11
[30,] 8.330700e-17 1.571075e-15 2.584244e-14 3.707882e-13 4.641061e-12
[31,] 7.348247e-18 1.548364e-16 2.845036e-15 4.558783e-14 6.370640e-13
[32,] 5.754893e-19 1.356880e-17 2.789386e-16 4.999780e-15 7.814181e-14
[33,] 3.938179e-20 1.039998e-18 2.394396e-17 4.806098e-16 8.410673e-15
[34,] 2.331567e-21 6.900233e-20 1.780270e-18 4.004220e-17 7.851715e-16
[35,] 1.187463e-22 3.939597e-21 1.139407e-19 2.872787e-18 6.314342e-17
[36,] 5.186226e-24 1.929179e-22 6.255811e-21 1.768421e-19 4.357931e-18
[37,] 1.939141e-25 8.088340e-24 2.941009e-22 9.322258e-21 2.575934e-19
[38,] 6.201620e-27 2.900713e-25 1.182742e-23 4.203986e-22 1.302625e-20
[39,] 1.695640e-28 8.893931e-27 4.066668e-25 1.620948e-23 5.632299e-22
[40,] 3.962658e-30 2.330843e-28 1.195155e-26 5.342201e-25 2.081624e-23
[41,] 7.914210e-32 5.220394e-30 3.001812e-28 1.504697e-26 6.575072e-25
[42,] 1.350724e-33 9.991559e-32 6.442947e-30 3.621773e-28 1.774780e-26
[43,] 1.969918e-35 1.634130e-33 1.181708e-31 7.449362e-30 4.093692e-28
[44,] 2.454958e-37 2.283784e-35 1.852043e-33 1.309282e-31 8.068689e-30
[45,] 2.614268e-39 2.727305e-37 2.480292e-35 1.966340e-33 1.358948e-31
[46,] 2.378834e-41 2.783048e-39 2.838332e-37 2.523440e-35 1.955746e-33
[47,] 1.849630e-43 2.426692e-41 2.775433e-39 2.767166e-37 2.405084e-35
[48,] 1.228887e-45 1.808069e-43 2.319024e-41 2.592894e-39 2.527297e-37
[49,] 6.976615e-48 1.151123e-45 1.655718e-43 2.076067e-41 2.269291e-39
[50,] 3.384415e-50 6.262308e-48 1.010123e-45 1.420383e-43 1.741135e-41
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 6.664216e-03 6.925100e-03 6.738044e-03 5.939496e-03 4.655362e-03
 [2,] 9.826418e-03 1.019673e-02 1.033755e-02 9.809908e-03 8.441805e-03
 [3,] 1.455748e-02 1.466559e-02 1.486765e-02 1.468805e-02 1.358549e-02
 [4,] 2.145717e-02 2.120327e-02 2.097096e-02 2.075209e-02 1.996312e-02
 [5,] 3.018446e-02 3.042108e-02 2.971690e-02 2.886186e-02 2.787706e-02
 [6,] 3.883936e-02 4.153741e-02 4.160780e-02 4.023307e-02 3.841645e-02
 [7,] 4.446604e-02 5.181714e-02 5.521481e-02 5.507120e-02 5.281628e-02
 [8,] 4.467425e-02 5.754566e-02 6.682868e-02 7.107654e-02 7.073398e-02
 [9,] 3.918815e-02 5.618220e-02 7.204415e-02 8.349860e-02 8.879767e-02
[10,] 3.001537e-02 4.802418e-02 6.841940e-02 8.742788e-02 1.012640e-01
[11,] 2.015014e-02 3.598580e-02 5.708084e-02 8.084672e-02 1.030333e-01
[12,] 1.195697e-02 2.377597e-02 4.195469e-02 6.595029e-02 9.288177e-02
[13,] 6.379018e-03 1.402444e-02 2.740597e-02 4.770384e-02 7.425492e-02
[14,] 3.164317e-03 7.570914e-03 1.620117e-02 3.099203e-02 5.308259e-02
[15,] 1.545992e-03 3.913898e-03 8.970248e-03 1.854952e-02 3.455682e-02
[16,] 7.941478e-04 2.063584e-03 4.912053e-03 1.068596e-02 2.118485e-02
[17,] 4.373865e-04 1.158917e-03 2.810814e-03 6.265459e-03 1.285383e-02
[18,] 2.456410e-04 6.791457e-04 1.697172e-03 3.865228e-03 8.082571e-03
[19,] 1.308917e-04 3.888088e-04 1.030033e-03 2.451772e-03 5.289432e-03
[20,] 6.288353e-05 2.047512e-04 5.893078e-04 1.506788e-03 3.445272e-03
[21,] 2.653061e-05 9.571518e-05 3.037230e-04 8.503196e-04 2.109360e-03
[22,] 9.723284e-06 3.907076e-05 1.377209e-04 4.266861e-04 1.165079e-03
[23,] 3.089105e-06 1.385650e-05 5.444553e-05 1.876450e-04 5.682787e-04
[24,] 8.544075e-07 4.280704e-06 1.877183e-05 7.212172e-05 2.430843e-04
[25,] 2.079596e-07 1.163062e-06 5.690620e-06 2.437754e-05 9.152332e-05
[26,] 4.535298e-08 2.827212e-07 1.541322e-06 7.353566e-06 3.072802e-05
[27,] 9.076421e-09 6.294591e-08 3.816353e-07 2.023970e-06 9.396013e-06
[28,] 1.704882e-09 1.313577e-08 8.843815e-08 5.205387e-07 2.680130e-06
[29,] 3.034489e-10 2.597930e-09 1.942386e-08 1.268732e-07 7.243275e-07
[30,] 5.068294e-11 4.829785e-10 4.017005e-09 2.916743e-08 1.849523e-07
[31,] 7.764680e-12 8.254921e-11 7.656069e-10 6.195463e-09 4.375316e-08
[32,] 1.064941e-12 1.265616e-11 1.311730e-10 1.185758e-09 9.349995e-09
[33,] 1.283279e-13 1.707174e-12 1.980244e-11 2.002942e-10 1.766683e-09
[34,] 1.342244e-14 2.000447e-13 2.599328e-12 2.944747e-11 2.908746e-10
[35,] 1.209919e-15 2.021123e-14 2.943360e-13 3.736945e-12 4.136409e-11
[36,] 9.362024e-17 1.753302e-15 2.862500e-14 4.074192e-13 5.055351e-12
[37,] 6.204954e-18 1.302971e-16 2.385209e-15 3.806428e-14 5.295578e-13
[38,] 3.518568e-19 8.285189e-18 1.700714e-16 3.043383e-15 4.747690e-14
[39,] 1.706042e-20 4.504875e-19 1.036973e-17 2.080881e-16 3.640212e-15
[40,] 7.070851e-22 2.093775e-20 5.404808e-19 1.216259e-17 2.386011e-16
[41,] 2.504607e-23 8.317030e-22 2.407629e-20 6.075863e-19 1.336685e-17
[42,] 7.581509e-25 2.823302e-23 9.165434e-22 2.593869e-20 6.399539e-19
[43,] 1.961101e-26 8.189864e-25 2.981598e-23 9.462884e-22 2.618229e-20
[44,] 4.334736e-28 2.030091e-26 8.288320e-25 2.950006e-23 9.153640e-22
[45,] 8.187254e-30 4.300002e-28 1.968792e-26 7.858515e-25 2.734650e-23
[46,] 1.321370e-31 7.782756e-30 3.996195e-28 1.788851e-26 6.981189e-25
[47,] 1.822299e-33 1.203674e-31 6.931163e-30 3.479552e-28 1.522919e-26
[48,] 2.147455e-35 1.590725e-33 1.027255e-31 5.783474e-30 2.838870e-28
[49,] 2.162409e-37 1.796355e-35 1.300962e-33 8.214323e-32 4.522072e-30
[50,] 1.860635e-39 1.733409e-37 1.407879e-35 9.969522e-34 6.155394e-32
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.214977e-03 1.949201e-03 1.037750e-03 4.883585e-04 2.107538e-04
 [2,] 6.468970e-03 4.376076e-03 2.606180e-03 1.369666e-03 6.430251e-04
 [3,] 1.141424e-02 8.560503e-03 5.686051e-03 3.341536e-03 1.748133e-03
 [4,] 1.799439e-02 1.477292e-02 1.086778e-02 7.118951e-03 4.160854e-03
 [5,] 2.611481e-02 2.295705e-02 1.845414e-02 1.337158e-02 8.701668e-03
 [6,] 3.625656e-02 3.311780e-02 2.845447e-02 2.248408e-02 1.615451e-02
 [7,] 4.968897e-02 4.593331e-02 4.102980e-02 3.459503e-02 2.703867e-02
 [8,] 6.745046e-02 6.271521e-02 5.700083e-02 5.002389e-02 4.164601e-02
 [9,] 8.836458e-02 8.401295e-02 7.748863e-02 6.958372e-02 6.036876e-02
[10,] 1.078630e-01 1.075511e-01 1.022300e-01 9.390423e-02 8.377311e-02
[11,] 1.194077e-01 1.275755e-01 1.276789e-01 1.216277e-01 1.116894e-01
[12,] 1.181341e-01 1.371116e-01 1.470827e-01 1.479283e-01 1.415072e-01
[13,] 1.039758e-01 1.320199e-01 1.535240e-01 1.654295e-01 1.673172e-01
[14,] 8.170873e-02 1.136856e-01 1.440719e-01 1.678392e-01 1.816478e-01
[15,] 5.804109e-02 8.815986e-02 1.217246e-01 1.538273e-01 1.793884e-01
[16,] 3.819855e-02 6.263759e-02 9.360280e-02 1.279875e-01 1.610330e-01
[17,] 2.425820e-02 4.206893e-02 6.701479e-02 9.815997e-02 1.325510e-01
[18,] 1.560598e-02 2.791536e-02 4.632507e-02 7.135042e-02 1.020404e-01
[19,] 1.044031e-02 1.902383e-02 3.223899e-02 5.106622e-02 7.579481e-02
[20,] 7.104037e-03 1.334369e-02 2.308637e-02 3.719034e-02 5.627384e-02
[21,] 4.663659e-03 9.262352e-03 1.669278e-02 2.763340e-02 4.257317e-02
[22,] 2.814408e-03 6.046591e-03 1.163930e-02 2.027460e-02 3.236503e-02
[23,] 1.516076e-03 3.575550e-03 7.491958e-03 1.404591e-02 2.379358e-02
[24,] 7.200143e-04 1.878761e-03 4.333440e-03 8.878672e-03 1.627242e-02
[25,] 3.015523e-04 8.734939e-04 2.229952e-03 5.034786e-03 1.010360e-02
[26,] 1.125827e-04 3.621808e-04 1.024999e-03 2.558615e-03 5.654178e-03
[27,] 3.821759e-05 1.363567e-04 4.274248e-04 1.179574e-03 2.874242e-03
[28,] 1.208042e-05 4.771583e-05 1.653724e-04 5.037759e-04 1.352087e-03
[29,] 3.616566e-06 1.580516e-05 6.052002e-05 2.033323e-04 6.005456e-04
[30,] 1.024657e-06 4.962573e-06 2.102723e-05 7.803003e-05 2.539647e-04
[31,] 2.697358e-07 1.452203e-06 6.831288e-06 2.809810e-05 1.011546e-04
[32,] 6.432324e-08 3.861602e-07 2.023727e-06 9.262300e-06 3.704660e-05
[33,] 1.359050e-08 9.119249e-08 5.338447e-07 2.727243e-06 1.216350e-05
[34,] 2.505316e-09 1.881715e-08 1.232627e-07 7.043198e-07 3.511366e-06
[35,] 3.991921e-10 3.359033e-09 2.464639e-08 1.577055e-07 8.801674e-07
[36,] 5.468756e-11 5.157841e-10 4.241436e-09 3.041287e-08 1.901742e-07
[37,] 6.422804e-12 6.791458e-11 6.261050e-10 5.032744e-09 3.527580e-08
[38,] 6.456822e-13 7.655551e-12 7.913572e-11 7.132349e-10 5.605244e-09
[39,] 5.551575e-14 7.381189e-13 8.556077e-12 8.647439e-11 7.620857e-10
[40,] 4.080662e-15 6.084323e-14 7.909274e-13 8.964631e-12 8.860178e-11
[41,] 2.563688e-16 4.286769e-15 6.249505e-14 7.944095e-13 8.805929e-12
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[22,] 1.626345e-01 1.406060e-01 1.183937e-01 9.570439e-02 7.292450e-02
[23,] 1.837754e-01 1.629293e-01 1.407753e-01 1.174752e-01 9.323842e-02
[24,] 1.981842e-01 1.810660e-01 1.608999e-01 1.384819e-01 1.141256e-01
[25,] 2.030765e-01 1.918548e-01 1.758376e-01 1.561730e-01 1.334537e-01
[26,] 1.977856e-01 1.932399e-01 1.829707e-01 1.677988e-01 1.484840e-01
[27,] 1.842009e-01 1.852833e-01 1.810769e-01 1.714339e-01 1.568370e-01
[28,] 1.659511e-01 1.702891e-01 1.709409e-01 1.667202e-01 1.573587e-01
[29,] 1.467987e-01 1.518849e-01 1.551877e-01 1.550846e-01 1.504974e-01
[30,] 1.292284e-01 1.335182e-01 1.372922e-01 1.393153e-01 1.381649e-01
[31,] 1.139927e-01 1.172543e-01 1.202280e-01 1.225485e-01 1.231054e-01
[32,] 1.006202e-01 1.035199e-01 1.055519e-01 1.071541e-01 1.079440e-01
[33,] 8.830933e-02 9.170212e-02 9.339160e-02 9.417759e-02 9.440115e-02
[34,] 7.658427e-02 8.099320e-02 8.309728e-02 8.355418e-02 8.310734e-02
[35,] 6.542336e-02 7.091507e-02 7.395042e-02 7.471914e-02 7.395223e-02
[36,] 5.496314e-02 6.134097e-02 6.549685e-02 6.709270e-02 6.653511e-02
[37,] 4.516555e-02 5.221427e-02 5.747853e-02 6.021732e-02 6.039028e-02
[38,] 3.581388e-02 4.334002e-02 4.962235e-02 5.366223e-02 5.499046e-02
[39,] 2.683432e-02 3.449675e-02 4.158619e-02 4.693891e-02 4.971001e-02
[40,] 1.855951e-02 2.575568e-02 3.317319e-02 3.960380e-02 4.389662e-02
[41,] 1.160397e-02 1.763434e-02 2.462279e-02 3.153772e-02 3.709274e-02
[42,] 6.453279e-03 1.085942e-02 1.664249e-02 2.317366e-02 2.932137e-02
[43,] 3.155499e-03 5.925851e-03 1.006121e-02 1.539632e-02 2.121567e-02
[44,] 1.345915e-03 2.834969e-03 5.367111e-03 9.099093e-03 1.378978e-02
[45,] 4.980540e-04 1.180242e-03 2.501875e-03 4.725305e-03 7.933347e-03
[46,] 1.593035e-04 4.253999e-04 1.012246e-03 2.137614e-03 3.995749e-03
[47,] 4.392652e-05 1.322803e-04 3.538216e-04 8.372914e-04 1.748306e-03
[48,] 1.042226e-05 3.539952e-05 1.065071e-04 2.828036e-04 6.609968e-04
[49,] 2.124839e-06 8.138600e-06 2.754989e-05 8.213785e-05 2.151679e-04
[50,] 3.718444e-07 1.605503e-06 6.114373e-06 2.047534e-05 6.015902e-05
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.034351e-07 3.770355e-08 6.091457e-09 8.579129e-10 1.053291e-10
 [2,] 1.169441e-06 2.430562e-07 4.403701e-08 6.955239e-09 9.576114e-10
 [3,] 5.744282e-06 1.338864e-06 2.720318e-07 4.818213e-08 7.439357e-09
 [4,] 2.411006e-05 6.301893e-06 1.435908e-06 2.852102e-07 4.938404e-08
 [5,] 8.647009e-05 2.534608e-05 6.476470e-06 1.442610e-06 2.801191e-07
 [6,] 2.649957e-04 8.710754e-05 2.496063e-05 6.235027e-06 1.357701e-06
 [7,] 6.939321e-04 2.558031e-04 8.220112e-05 2.302675e-05 5.623034e-06
 [8,] 1.552748e-03 6.418911e-04 2.313157e-04 7.266616e-05 1.989951e-05
 [9,] 2.968882e-03 1.376332e-03 5.562092e-04 1.959463e-04 6.017544e-05
[10,] 4.850691e-03 2.521708e-03 1.142821e-03 4.514895e-04 1.554896e-04
[11,] 6.772965e-03 3.948148e-03 2.006463e-03 8.889274e-04 3.433127e-04
[12,] 8.085805e-03 5.283157e-03 3.010401e-03 1.495557e-03 6.477212e-04
[13,] 8.270750e-03 6.046815e-03 3.860819e-03 2.150315e-03 1.044269e-03
[14,] 7.315559e-03 5.939704e-03 4.237752e-03 2.643392e-03 1.438917e-03
[15,] 5.817862e-03 5.082244e-03 4.002989e-03 2.783952e-03 1.695827e-03
[16,] 4.772985e-03 4.025028e-03 3.332631e-03 2.534515e-03 1.715104e-03
[17,] 5.262552e-03 3.561338e-03 2.682323e-03 2.072095e-03 1.510427e-03
[18,] 8.226409e-03 4.515996e-03 2.646815e-03 1.742613e-03 1.230020e-03
[19,] 1.429964e-02 7.602003e-03 3.831859e-03 1.969902e-03 1.118507e-03
[20,] 2.368545e-02 1.331021e-02 6.771506e-03 3.187411e-03 1.466221e-03
[21,] 3.619204e-02 2.184522e-02 1.186520e-02 5.797654e-03 2.579492e-03
[22,] 5.148010e-02 3.320300e-02 1.936714e-02 1.014985e-02 4.769094e-03
[23,] 6.920164e-02 4.731782e-02 2.946203e-02 1.656269e-02 8.357969e-03
[24,] 8.867081e-02 6.395498e-02 4.227485e-02 2.536263e-02 1.371412e-02
[25,] 1.083094e-01 8.222222e-02 5.756799e-02 3.676030e-02 2.123408e-02
[26,] 1.255973e-01 1.001683e-01 7.422134e-02 5.043718e-02 3.112162e-02
[27,] 1.378270e-01 1.150928e-01 9.005510e-02 6.509803e-02 4.295287e-02
[28,] 1.431355e-01 1.245288e-01 1.024163e-01 7.851837e-02 5.535791e-02
[29,] 1.411322e-01 1.272015e-01 1.092321e-01 8.828719e-02 6.624189e-02
[30,] 1.329313e-01 1.233943e-01 1.098101e-01 9.280555e-02 7.356607e-02
[31,] 1.207123e-01 1.146850e-01 1.049562e-01 9.189119e-02 7.621279e-02
[32,] 1.069611e-01 1.032801e-01 9.647937e-02 8.668743e-02 7.439492e-02
[33,] 9.368708e-02 9.123836e-02 8.639720e-02 7.901068e-02 6.940340e-02
[34,] 8.202486e-02 7.995318e-02 7.625934e-02 7.053930e-02 6.288311e-02
[35,] 7.235372e-02 7.012711e-02 6.694576e-02 6.233379e-02 5.611187e-02
[36,] 6.463935e-02 6.205621e-02 5.891788e-02 5.492872e-02 4.976398e-02
[37,] 5.863943e-02 5.582396e-02 5.249666e-02 4.870721e-02 4.420490e-02
[38,] 5.391075e-02 5.125158e-02 4.782532e-02 4.402749e-02 3.982577e-02
[39,] 4.979020e-02 4.780072e-02 4.464076e-02 4.095845e-02 3.694430e-02
[40,] 4.548880e-02 4.465211e-02 4.222170e-02 3.901230e-02 3.540104e-02
[41,] 4.030002e-02 4.095364e-02 3.964702e-02 3.727233e-02 3.440935e-02
[42,] 3.386500e-02 3.609353e-02 3.615633e-02 3.484288e-02 3.293551e-02
[43,] 2.639942e-02 2.991661e-02 3.138164e-02 3.122465e-02 3.027597e-02
[44,] 1.870504e-02 2.284165e-02 2.543307e-02 2.639742e-02 2.632520e-02
[45,] 1.184025e-02 1.576369e-02 1.888985e-02 2.073187e-02 2.143663e-02
[46,] 6.606385e-03 9.678067e-03 1.263415e-02 1.487929e-02 1.617054e-02
[47,] 3.217248e-03 5.220866e-03 7.496077e-03 9.599040e-03 1.114106e-02
[48,] 1.358046e-03 2.452428e-03 3.899469e-03 5.485891e-03 6.900843e-03
[49,] 4.945382e-04 9.968158e-04 1.763454e-03 2.745704e-03 3.787059e-03
[50,] 1.548686e-04 3.490991e-04 6.892168e-04 1.193535e-03 1.819887e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.127292e-11 1.051741e-12 8.553878e-14 6.064575e-15 3.748183e-16
 [2,] 1.149343e-10 1.202525e-11 1.096782e-12 8.720271e-14 6.043973e-15
 [3,] 1.001308e-09 1.174855e-10 1.201664e-11 1.071432e-12 8.327782e-14
 [4,] 7.454031e-09 9.807985e-10 1.124995e-10 1.124875e-11 9.804858e-13
 [5,] 4.741541e-08 6.996490e-09 8.999599e-10 1.009135e-10 9.864116e-12
 [6,] 2.577230e-07 4.264675e-08 6.151783e-09 7.735692e-10 8.479698e-11
 [7,] 1.196994e-06 2.221246e-07 3.593222e-08 5.067040e-09 6.228847e-10
 [8,] 4.750460e-06 9.885819e-07 1.793379e-07 2.836054e-08 3.909670e-09
 [9,] 1.610959e-05 3.759531e-06 7.648307e-07 1.356375e-07 2.096899e-08
[10,] 4.668085e-05 1.221687e-05 2.787171e-06 5.543070e-07 9.609929e-08
[11,] 1.155842e-04 3.392278e-05 8.678950e-06 1.935647e-06 3.763293e-07
[12,] 2.445485e-04 8.048754e-05 2.309277e-05 5.775730e-06 1.259276e-06
[13,] 4.421243e-04 1.631826e-04 5.250383e-05 1.472628e-05 3.600634e-06
[14,] 6.830672e-04 2.827072e-04 1.020037e-04 3.208384e-05 8.797170e-06
[15,] 9.020718e-04 4.185637e-04 1.693428e-04 5.972998e-05 1.836601e-05
[16,] 1.019550e-03 5.298388e-04 2.402790e-04 9.502500e-05 3.276458e-05
[17,] 9.915833e-04 5.745894e-04 2.915989e-04 1.292237e-04 4.995241e-05
[18,] 8.497678e-04 5.386271e-04 3.036832e-04 1.503972e-04 6.511301e-05
[19,] 7.040247e-04 4.534908e-04 2.754295e-04 1.506332e-04 7.271528e-05
[20,] 7.176550e-04 3.936136e-04 2.312593e-04 1.330090e-04 7.021000e-05
[21,] 1.084232e-03 4.632731e-04 2.181492e-04 1.139097e-04 6.097327e-05
[22,] 2.020715e-03 7.898131e-04 3.006954e-04 1.214498e-04 5.497806e-05
[23,] 3.774967e-03 1.529126e-03 5.626822e-04 1.950250e-04 6.844948e-05
[24,] 6.650672e-03 2.884032e-03 1.118354e-03 3.903577e-04 1.253789e-04
[25,] 1.103172e-02 5.134080e-03 2.134784e-03 7.924336e-04 2.633852e-04
[26,] 1.731338e-02 8.641870e-03 3.857659e-03 1.536765e-03 5.458057e-04
[27,] 2.563396e-02 1.374870e-02 6.599101e-03 2.826831e-03 1.078890e-03
[28,] 3.548638e-02 2.050710e-02 1.061976e-02 4.908960e-03 2.020552e-03
[29,] 4.553869e-02 2.837545e-02 1.589579e-02 7.960060e-03 3.549815e-03
[30,] 5.395579e-02 3.615446e-02 2.190430e-02 1.190505e-02 5.772381e-03
[31,] 5.912938e-02 4.234035e-02 2.763865e-02 1.628170e-02 8.589888e-03
[32,] 6.037467e-02 4.575103e-02 3.194247e-02 2.029843e-02 1.162434e-02
[33,] 5.816502e-02 4.605089e-02 3.401128e-02 2.312032e-02 1.429083e-02
[34,] 5.377306e-02 4.384229e-02 3.376034e-02 2.424712e-02 1.602446e-02
[35,] 4.856176e-02 4.025821e-02 3.181057e-02 2.374954e-02 1.654861e-02
[36,] 4.343319e-02 3.634439e-02 2.908879e-02 2.218931e-02 1.600943e-02
[37,] 3.881856e-02 3.271142e-02 2.635060e-02 2.027251e-02 1.486780e-02
[38,] 3.504552e-02 2.968161e-02 2.402042e-02 1.852863e-02 1.363287e-02
[39,] 3.250940e-02 2.760238e-02 2.240078e-02 1.728698e-02 1.268069e-02
[40,] 3.136178e-02 2.680199e-02 2.184555e-02 1.686198e-02 1.230177e-02
[41,] 3.110459e-02 2.715124e-02 2.252300e-02 1.755802e-02 1.280749e-02
[42,] 3.067713e-02 2.779198e-02 2.396947e-02 1.931581e-02 1.439192e-02
[43,] 2.907687e-02 2.750758e-02 2.504381e-02 2.136674e-02 1.675561e-02
[44,] 2.594602e-02 2.549630e-02 2.454556e-02 2.243633e-02 1.892725e-02
[45,] 2.162633e-02 2.183601e-02 2.200850e-02 2.150997e-02 1.967216e-02
[46,] 1.678489e-02 1.727289e-02 1.794317e-02 1.851518e-02 1.827872e-02
[47,] 1.205728e-02 1.266209e-02 1.337515e-02 1.430189e-02 1.503713e-02
[48,] 7.922921e-03 8.593032e-03 9.196019e-03 1.000685e-02 1.098473e-02
[49,] 4.690225e-03 5.351022e-03 5.855193e-03 6.423509e-03 7.205761e-03
[50,] 2.463949e-03 3.013265e-03 3.434057e-03 3.816085e-03 4.309220e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 2.019409e-17 9.484420e-19 3.883129e-20 1.385908e-21 4.311915e-23
 [2,] 3.651726e-16 1.923343e-17 8.830798e-19 3.534474e-20 1.233198e-21
 [3,] 5.642573e-15 3.332790e-16 1.716023e-17 7.702296e-19 3.013702e-20
 [4,] 7.450086e-14 4.934740e-15 2.849388e-16 1.434237e-17 6.293221e-19
 [5,] 8.405243e-13 6.243461e-14 4.042824e-15 2.282055e-16 1.122924e-17
 [6,] 8.102977e-12 6.749816e-13 4.901438e-14 3.102680e-15 1.712117e-16
 [7,] 6.674890e-11 6.235389e-12 5.077702e-13 3.604565e-14 2.230599e-15
 [8,] 4.698385e-10 4.921984e-11 4.494858e-12 3.578276e-13 2.483217e-14
 [9,] 2.825910e-09 3.319878e-10 3.399930e-11 3.035288e-12 2.362180e-13
[10,] 1.452356e-08 1.913414e-09 2.197501e-10 2.200043e-11 1.920066e-12
[11,] 6.378126e-08 9.423260e-09 1.213650e-09 1.362597e-10 1.333598e-11
[12,] 2.393416e-07 3.965504e-08 5.727467e-09 7.211225e-10 7.914774e-11
[13,] 7.674467e-07 1.425938e-07 2.309601e-08 3.261035e-09 4.013812e-10
[14,] 2.102731e-06 4.381352e-07 7.958230e-08 1.260106e-08 1.739326e-09
[15,] 4.922952e-06 1.150327e-06 2.343157e-07 4.160677e-08 6.440357e-09
[16,] 9.848660e-06 2.580721e-06 5.895110e-07 1.173887e-07 2.037718e-08
[17,] 1.683662e-05 4.947366e-06 1.267333e-06 2.830055e-07 5.509143e-08
[18,] 2.459983e-05 8.104887e-06 2.328131e-06 5.830063e-07 1.272713e-07
[19,] 3.074235e-05 1.134963e-05 3.654999e-06 1.026309e-06 2.512409e-07
[20,] 3.297221e-05 1.360274e-05 4.906071e-06 1.544136e-06 4.238297e-07
[21,] 3.081510e-05 1.403308e-05 5.642417e-06 1.987173e-06 6.111671e-07
[22,] 2.674863e-05 1.278000e-05 5.613459e-06 2.195200e-06 7.543446e-07
[23,] 2.643664e-05 1.136600e-05 5.037351e-06 2.115379e-06 8.017438e-07
[24,] 3.906172e-05 1.286053e-05 4.755627e-06 1.904568e-06 7.539590e-07
[25,] 7.936999e-05 2.244087e-05 6.388510e-06 1.997719e-06 7.005778e-07
[26,] 1.730345e-04 4.929224e-05 1.287855e-05 3.243356e-06 8.578901e-07
[27,] 3.665750e-04 1.109295e-04 3.000053e-05 7.335136e-06 1.672883e-06
[28,] 7.395202e-04 2.405235e-04 6.953165e-05 1.789913e-05 4.128931e-06
[29,] 1.406493e-03 4.944824e-04 1.541750e-04 4.263669e-05 1.046993e-05
[30,] 2.487623e-03 9.506146e-04 3.216934e-04 9.634991e-05 2.554174e-05
[31,] 4.036610e-03 1.683372e-03 6.215007e-04 2.028557e-04 5.849529e-05
[32,] 5.954329e-03 2.713489e-03 1.096109e-03 3.915176e-04 1.234706e-04
[33,] 7.952768e-03 3.955014e-03 1.748397e-03 6.845415e-04 2.367859e-04
[34,] 9.625343e-03 5.202535e-03 2.511498e-03 1.077112e-03 4.088900e-04
[35,] 1.061569e-02 6.190407e-03 3.247966e-03 1.521611e-03 6.330727e-04
[36,] 1.079591e-02 6.710796e-03 3.795098e-03 1.931728e-03 8.779780e-04
[37,] 1.033015e-02 6.723607e-03 4.042420e-03 2.214458e-03 1.092799e-03
[38,] 9.568272e-03 6.376903e-03 3.993914e-03 2.317664e-03 1.228254e-03
[39,] 8.865779e-03 5.920828e-03 3.767002e-03 2.261982e-03 1.263743e-03
[40,] 8.505165e-03 5.602838e-03 3.533539e-03 2.132728e-03 1.221992e-03
[41,] 8.757413e-03 5.649432e-03 3.469739e-03 2.045881e-03 1.161406e-03
[42,] 9.893943e-03 6.305647e-03 3.762924e-03 2.130810e-03 1.160319e-03
[43,] 1.196301e-02 7.769050e-03 4.616469e-03 2.539596e-03 1.315067e-03
[44,] 1.447106e-02 9.944940e-03 6.138967e-03 3.422252e-03 1.742156e-03
[45,] 1.638393e-02 1.223155e-02 8.128923e-03 4.805355e-03 2.536843e-03
[46,] 1.665268e-02 1.366646e-02 9.972302e-03 6.433612e-03 3.666291e-03
[47,] 1.490644e-02 1.347090e-02 1.087410e-02 7.759553e-03 4.872838e-03
[48,] 1.169587e-02 1.157624e-02 1.033993e-02 8.197571e-03 5.721749e-03
[49,] 8.081089e-03 8.658278e-03 8.514893e-03 7.496007e-03 5.829821e-03
[50,] 4.973821e-03 5.665110e-03 6.072440e-03 5.910452e-03 5.117328e-03

> 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  
    36.2406       0.4633  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1suho1226423797.ps tmp/1suho1226423797.png")
> system("convert tmp/2nq1i1226423797.ps tmp/2nq1i1226423797.png")
> system("convert tmp/3mio71226423797.ps tmp/3mio71226423797.png")
> system("convert tmp/41n7i1226423797.ps tmp/41n7i1226423797.png")
> system("convert tmp/514ou1226423797.ps tmp/514ou1226423797.png")
> system("convert tmp/6no551226423797.ps tmp/6no551226423797.png")
> system("convert tmp/7mscz1226423797.ps tmp/7mscz1226423797.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.270   1.303   2.802