R version 2.8.0 (2008-10-20)
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
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Type 'demo()' for some demos, 'help()' for on-line help, or
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> z <- c(103.5,103.6,103.6,103.2,103.4,101.9,103.8,102,101,103.7,101.1,99.3,115.4,111.9,109,112.8,104.6,106.1,110.7,109.9,112.3,112.5,111.3,113.8,110.2,112,115.2,113.1,110.8,117.3,117.7,115.5,115.2,112.8,115.8,119.3,119.4,113.2,115.4,115.1,115.3,113.3,110.8,113.8,114.8,111.1,112.9,112,118.5,120.1,119.6,118,120.4,118.2,117.5,118.6,119.2,119.9,118.9,118.3,120.3,120.4,119.4,119.1,119.3,119.4,131.4,118.6,116.4,118.8,118.2,116.5)
> y <- c(107.4,103.8,103.5,106.6,111,110.1,109.1,108.3,99.5,115.6,90.6,92.9,102,102.7,97.9,102.6,106.7,101.9,103.4,91.2,94.6,91.7,98.8,104.4,100.3,104.2,105.7,108.7,100.2,104.2,101.4,105.4,105.4,111.5,104,103.6,108.4,107.1,108.2,109.2,102.6,108.1,112.8,108.1,110.4,102.7,108.2,109.3,111.2,113.5,114.3,108.6,121.3,116.1,113.1,113,117.4,121.2,121,122,123.1,120.7,123.5,125.8,124.3,130.5,129.2,124.6,128.9,127.8,128.6,132.7)
> x <- c(99.1,98.6,100.4,100.7,101.3,100.1,100.4,99.5,101.5,100.2,99.7,98.9,100.6,99.8,99.4,100.5,98.9,99.9,102,99.5,100,100.2,99.3,100.9,100.8,103.1,101.5,101.3,100,101.2,103.8,104.2,103.8,104.4,101.8,102,100.6,99.3,94.3,101.8,100.2,103.4,102.9,100.8,103.5,99.6,104.9,104.7,104.4,104.2,104.7,104.4,107.9,105.9,104.8,105.9,107,108.6,106.8,110,108.9,108.8,109.1,108.7,108.7,109,109.2,109.7,108.1,109.4,110.1,107.8)
> par7 = 'Consumptiegoederen'
> par6 = 'Investeringsgoederen'
> par5 = 'Totale industrie'
> 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/1il491228771869.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/2zfwl1228771869.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/35axs1228771869.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/46i7d1228771869.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/52onc1228771869.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  
   -124.744        2.275  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/61er41228771869.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]  85.94417  86.99339  88.04261  89.09183  90.14104  91.19026  92.23948
 [8]  93.28870  94.33791  95.38713  96.43635  97.48556  98.53478  99.58400
[15] 100.63322 101.68243 102.73165 103.78087 104.83009 105.87930 106.92852
[22] 107.97774 109.02696 110.07617 111.12539 112.17461 113.22383 114.27304
[29] 115.32226 116.37148 117.42070 118.46991 119.51913 120.56835 121.61757
[36] 122.66678 123.71600 124.76522 125.81444 126.86365 127.91287 128.96209
[43] 130.01130 131.06052 132.10974 133.15896 134.20817 135.25739 136.30661
[50] 137.35583

$yords
 [1]  96.80067  97.55779  98.31490  99.07202  99.82913 100.58625 101.34336
 [8] 102.10048 102.85759 103.61471 104.37183 105.12894 105.88606 106.64317
[15] 107.40029 108.15740 108.91452 109.67163 110.42875 111.18586 111.94298
[22] 112.70010 113.45721 114.21433 114.97144 115.72856 116.48567 117.24279
[29] 117.99990 118.75702 119.51414 120.27125 121.02837 121.78548 122.54260
[36] 123.29971 124.05683 124.81394 125.57106 126.32817 127.08529 127.84241
[43] 128.59952 129.35664 130.11375 130.87087 131.62798 132.38510 133.14221
[50] 133.89933

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.095926e-02 1.679980e-02 2.438380e-02 3.105831e-02 3.162138e-02
 [2,] 1.707003e-02 2.544114e-02 3.562794e-02 4.649424e-02 5.151938e-02
 [3,] 2.411145e-02 3.644019e-02 4.901656e-02 6.263497e-02 7.269898e-02
 [4,] 3.002979e-02 4.814165e-02 6.418612e-02 7.849180e-02 9.100549e-02
 [5,] 3.241713e-02 5.697351e-02 7.883497e-02 9.366264e-02 1.044597e-01
 [6,] 3.018261e-02 5.926409e-02 8.847184e-02 1.064442e-01 1.136390e-01
 [7,] 2.443197e-02 5.401726e-02 8.908533e-02 1.132828e-01 1.193217e-01
 [8,] 1.760025e-02 4.380474e-02 8.060919e-02 1.115251e-01 1.210433e-01
 [9,] 1.173492e-02 3.270105e-02 6.718084e-02 1.025420e-01 1.188260e-01
[10,] 7.560094e-03 2.345784e-02 5.366160e-02 9.083954e-02 1.149801e-01
[11,] 4.809070e-03 1.659432e-02 4.230618e-02 7.984287e-02 1.122157e-01
[12,] 3.010244e-03 1.150870e-02 3.279600e-02 6.953057e-02 1.101065e-01
[13,] 1.893516e-03 7.771714e-03 2.450483e-02 5.844203e-02 1.051979e-01
[14,] 1.341702e-03 5.400205e-03 1.789797e-02 4.692587e-02 9.534109e-02
[15,] 1.229568e-03 4.435251e-03 1.399834e-02 3.765925e-02 8.307541e-02
[16,] 1.367149e-03 4.598999e-03 1.320124e-02 3.342791e-02 7.417453e-02
[17,] 1.541204e-03 5.307244e-03 1.475777e-02 3.489843e-02 7.322538e-02
[18,] 1.585293e-03 5.896177e-03 1.708457e-02 4.011737e-02 8.047195e-02
[19,] 1.432511e-03 5.883874e-03 1.847292e-02 4.550369e-02 9.170774e-02
[20,] 1.123252e-03 5.145752e-03 1.782410e-02 4.750859e-02 1.003889e-01
[21,] 7.611552e-04 3.911447e-03 1.508932e-02 4.424838e-02 1.007278e-01
[22,] 4.456011e-04 2.579455e-03 1.114862e-02 3.631903e-02 9.055397e-02
[23,] 2.261032e-04 1.479576e-03 7.196445e-03 2.621172e-02 7.232683e-02
[24,] 1.002246e-04 7.437638e-04 4.086157e-03 1.671898e-02 5.140855e-02
[25,] 3.932842e-05 3.319838e-04 2.067197e-03 9.539519e-03 3.285380e-02
[26,] 1.389854e-05 1.338517e-04 9.478594e-04 4.952421e-03 1.919079e-02
[27,] 4.493281e-06 4.950651e-05 4.000117e-04 2.375730e-03 1.040809e-02
[28,] 1.337054e-06 1.688995e-05 1.561553e-04 1.058151e-03 5.266877e-03
[29,] 3.633915e-07 5.269636e-06 5.585525e-05 4.330811e-04 2.459441e-03
[30,] 8.861307e-08 1.475791e-06 1.795102e-05 1.595409e-04 1.036718e-03
[31,] 1.900217e-08 3.634477e-07 5.074941e-06 5.174426e-05 3.853730e-04
[32,] 3.524142e-09 7.739675e-08 1.240637e-06 1.451659e-05 1.240095e-04
[33,] 5.587148e-10 1.408660e-08 2.591941e-07 3.480723e-06 3.411728e-05
[34,] 7.516510e-11 2.175277e-09 4.594004e-08 7.080391e-07 7.963964e-06
[35,] 8.543290e-12 2.837677e-10 6.878075e-09 1.216584e-07 1.570350e-06
[36,] 8.183054e-13 3.119362e-11 8.677130e-10 1.761363e-08 2.609082e-07
[37,] 6.595735e-14 2.885426e-12 9.211141e-11 2.145730e-09 3.647508e-08
[38,] 4.470108e-15 2.244148e-13 8.221294e-12 2.197783e-10 4.287319e-09
[39,] 2.546151e-16 1.466894e-14 6.166913e-13 1.891872e-11 4.235166e-10
[40,] 1.218578e-17 8.056491e-16 3.886804e-14 1.368339e-12 3.515187e-11
[41,] 4.899631e-19 3.717338e-17 2.058044e-15 8.314408e-14 2.451102e-12
[42,] 1.654932e-20 1.440867e-18 9.154226e-17 4.243979e-15 1.435748e-13
[43,] 4.695555e-22 4.691431e-20 3.420405e-18 1.819716e-16 7.064521e-15
[44,] 1.119115e-23 1.283120e-21 1.073529e-19 6.554111e-18 2.919893e-16
[45,] 2.240440e-25 2.947812e-23 2.830220e-21 1.982871e-19 1.013728e-17
[46,] 3.767571e-27 5.688555e-25 6.267528e-23 5.039000e-21 2.956278e-19
[47,] 5.321787e-29 9.220870e-27 1.165843e-24 1.075628e-22 7.241639e-21
[48,] 6.314231e-31 1.255477e-28 1.821591e-26 1.928620e-24 1.490031e-22
[49,] 6.292884e-33 1.435859e-30 2.390715e-28 2.904674e-26 2.575252e-24
[50,] 5.267991e-35 1.379371e-32 2.635547e-30 3.674635e-28 3.738612e-26
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.437259e-02 1.389600e-02 5.813324e-03 1.795380e-03 4.884962e-04
 [2,] 4.463119e-02 2.898043e-02 1.387261e-02 4.889729e-03 1.361442e-03
 [3,] 6.946206e-02 5.098522e-02 2.785345e-02 1.122590e-02 3.462618e-03
 [4,] 9.290426e-02 7.599452e-02 4.712720e-02 2.169531e-02 7.566975e-03
 [5,] 1.089014e-01 9.678205e-02 6.742080e-02 3.533343e-02 1.400691e-02
 [6,] 1.153923e-01 1.070161e-01 8.212205e-02 4.865712e-02 2.194310e-02
 [7,] 1.150305e-01 1.057250e-01 8.639380e-02 5.710546e-02 2.927634e-02
 [8,] 1.121692e-01 9.774384e-02 8.083616e-02 5.817095e-02 3.384925e-02
 [9,] 1.102269e-01 9.021538e-02 7.131157e-02 5.362560e-02 3.531184e-02
[10,] 1.118533e-01 8.929695e-02 6.563025e-02 4.883068e-02 3.594868e-02
[11,] 1.191737e-01 9.919640e-02 7.066024e-02 5.025325e-02 3.964396e-02
[12,] 1.315735e-01 1.213085e-01 9.115446e-02 6.377173e-02 5.031330e-02
[13,] 1.439390e-01 1.520967e-01 1.283059e-01 9.404058e-02 7.160237e-02
[14,] 1.496396e-01 1.829529e-01 1.774840e-01 1.428369e-01 1.073069e-01
[15,] 1.465419e-01 2.050961e-01 2.285329e-01 2.061894e-01 1.599895e-01
[16,] 1.395876e-01 2.162333e-01 2.711433e-01 2.739234e-01 2.274119e-01
[17,] 1.370009e-01 2.221288e-01 3.015546e-01 3.344351e-01 3.006888e-01
[18,] 1.439969e-01 2.312084e-01 3.237612e-01 3.812731e-01 3.677788e-01
[19,] 1.592803e-01 2.474898e-01 3.439042e-01 4.148410e-01 4.197315e-01
[20,] 1.757683e-01 2.675507e-01 3.637201e-01 4.378974e-01 4.533831e-01
[21,] 1.840716e-01 2.823459e-01 3.786099e-01 4.504874e-01 4.688173e-01
[22,] 1.771142e-01 2.817782e-01 3.803370e-01 4.491530e-01 4.661008e-01
[23,] 1.539859e-01 2.601040e-01 3.617206e-01 4.296841e-01 4.449927e-01
[24,] 1.204545e-01 2.196718e-01 3.213174e-01 3.906288e-01 4.066726e-01
[25,] 8.534337e-02 1.699320e-01 2.655376e-01 3.358534e-01 3.552533e-01
[26,] 5.558971e-02 1.218265e-01 2.056523e-01 2.742354e-01 2.979592e-01
[27,] 3.381946e-02 8.219644e-02 1.513770e-01 2.153495e-01 2.429800e-01
[28,] 1.932264e-02 5.253382e-02 1.067519e-01 1.643016e-01 1.953760e-01
[29,] 1.024997e-02 3.144807e-02 7.139143e-02 1.208951e-01 1.547019e-01
[30,] 4.930745e-03 1.719346e-02 4.407631e-02 8.344263e-02 1.175200e-01
[31,] 2.097600e-03 8.351468e-03 2.435643e-02 5.215323e-02 8.230647e-02
[32,] 7.736297e-04 3.526030e-03 1.174948e-02 2.865703e-02 5.125698e-02
[33,] 2.441171e-04 1.275360e-03 4.866619e-03 1.357148e-02 2.768444e-02
[34,] 6.537875e-05 3.917632e-04 1.713813e-03 5.474889e-03 1.277775e-02
[35,] 1.479262e-05 1.016973e-04 5.102986e-04 1.869170e-03 4.998925e-03
[36,] 2.820334e-06 2.224833e-05 1.280842e-04 5.381748e-04 1.650543e-03
[37,] 4.524613e-07 4.095768e-06 2.705616e-05 1.304332e-04 4.589053e-04
[38,] 6.103036e-08 6.339678e-07 4.805665e-06 2.658348e-05 1.073132e-04
[39,] 6.918404e-09 8.247053e-08 7.173826e-07 4.553714e-06 2.109350e-05
[40,] 6.589598e-10 9.014155e-09 8.998029e-08 6.554326e-07 3.483931e-06
[41,] 5.272866e-11 8.277260e-10 9.481594e-09 7.925601e-08 4.834374e-07
[42,] 3.544360e-12 6.384865e-11 8.393049e-10 8.050870e-09 5.635356e-08
[43,] 2.001320e-13 4.137181e-12 6.240884e-11 6.869771e-10 5.518144e-09
[44,] 9.492372e-15 2.251835e-13 3.898090e-12 4.924038e-11 4.538843e-10
[45,] 3.781841e-16 1.029530e-14 2.045163e-13 2.964635e-12 3.135945e-11
[46,] 1.265613e-17 3.953762e-16 9.013084e-15 1.499306e-13 1.819958e-12
[47,] 3.557676e-19 1.275410e-17 3.336464e-16 6.369088e-15 8.872007e-14
[48,] 8.400373e-21 3.455857e-19 1.037448e-17 2.272641e-16 3.632865e-15
[49,] 1.666084e-22 7.865530e-21 2.709645e-19 6.811624e-18 1.249519e-16
[50,] 2.775629e-24 1.503717e-22 5.944623e-21 1.714891e-19 3.609961e-18
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.859532e-04 1.665634e-03 5.077002e-03 1.166986e-02 2.013833e-02
 [2,] 6.764577e-04 1.715928e-03 5.545867e-03 1.428240e-02 2.788508e-02
 [3,] 1.259112e-03 1.845373e-03 5.486909e-03 1.509476e-02 3.289931e-02
 [4,] 2.629422e-03 2.458453e-03 5.587393e-03 1.456028e-02 3.373105e-02
 [5,] 5.142517e-03 3.952756e-03 6.880952e-03 1.462937e-02 3.197428e-02
 [6,] 8.800563e-03 6.439650e-03 1.012019e-02 1.783548e-02 3.219432e-02
 [7,] 1.303499e-02 9.557396e-03 1.511698e-02 2.565445e-02 3.955414e-02
 [8,] 1.700874e-02 1.267244e-02 2.058144e-02 3.709324e-02 5.639194e-02
 [9,] 2.053569e-02 1.561596e-02 2.491522e-02 4.865119e-02 7.980648e-02
[10,] 2.490212e-02 1.955876e-02 2.776536e-02 5.628221e-02 1.021888e-01
[11,] 3.253295e-02 2.707630e-02 3.119371e-02 5.845305e-02 1.152521e-01
[12,] 4.549223e-02 4.069780e-02 3.904714e-02 5.789933e-02 1.153339e-01
[13,] 6.447253e-02 6.067037e-02 5.422961e-02 6.011629e-02 1.058757e-01
[14,] 8.985830e-02 8.425255e-02 7.564088e-02 6.915118e-02 9.477813e-02
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[32,] 2.585071e-05 6.735914e-06 1.280780e-06 1.777076e-07 1.799250e-08
[33,] 1.280404e-04 3.828643e-05 8.354040e-06 1.330154e-06 1.545473e-07
[34,] 5.327055e-04 1.827927e-04 4.577036e-05 8.363028e-06 1.115056e-06
[35,] 1.861628e-03 7.330582e-04 2.106385e-04 4.416628e-05 6.757682e-06
[36,] 5.464677e-03 2.469356e-03 8.142483e-04 1.959222e-04 3.440047e-05
[37,] 1.347415e-02 6.987061e-03 2.643878e-03 7.300322e-04 1.470945e-04
[38,] 2.790643e-02 1.660623e-02 7.210939e-03 2.284895e-03 5.283170e-04
[39,] 4.854816e-02 3.315228e-02 1.651992e-02 6.006979e-03 1.593890e-03
[40,] 7.094255e-02 5.559315e-02 3.178993e-02 1.326513e-02 4.039127e-03
[41,] 8.707762e-02 7.830596e-02 5.138507e-02 2.460553e-02 8.597703e-03
[42,] 8.977843e-02 9.264757e-02 6.976698e-02 3.833712e-02 1.537245e-02
[43,] 7.775048e-02 9.207441e-02 7.956620e-02 5.017323e-02 2.308710e-02
[44,] 5.655875e-02 7.686161e-02 7.622070e-02 5.515567e-02 2.912468e-02
[45,] 3.455909e-02 5.389465e-02 6.133141e-02 5.093003e-02 3.086163e-02
[46,] 1.773741e-02 3.174297e-02 4.145325e-02 3.950239e-02 2.746895e-02
[47,] 7.646875e-03 1.570417e-02 2.353422e-02 2.573585e-02 2.053671e-02
[48,] 2.769131e-03 6.526019e-03 1.122295e-02 1.408378e-02 1.289691e-02
[49,] 8.423036e-04 2.277966e-03 4.495516e-03 6.473897e-03 6.803084e-03
[50,] 2.152086e-04 6.679003e-04 1.512578e-03 2.499642e-03 3.014336e-03

> 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  
    72.8678       0.3689  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7qebw1228771869.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]  92.84018  93.22221  93.60424  93.98628  94.36831  94.75034  95.13238
 [8]  95.51441  95.89644  96.27848  96.66051  97.04255  97.42458  97.80661
[15]  98.18865  98.57068  98.95271  99.33475  99.71678 100.09881 100.48085
[22] 100.86288 101.24492 101.62695 102.00898 102.39102 102.77305 103.15508
[29] 103.53712 103.91915 104.30119 104.68322 105.06525 105.44729 105.82932
[36] 106.21135 106.59339 106.97542 107.35745 107.73949 108.12152 108.50356
[43] 108.88559 109.26762 109.64966 110.03169 110.41372 110.79576 111.17779
[50] 111.55982

$yords
 [1]  96.80067  97.55779  98.31490  99.07202  99.82913 100.58625 101.34336
 [8] 102.10048 102.85759 103.61471 104.37183 105.12894 105.88606 106.64317
[15] 107.40029 108.15740 108.91452 109.67163 110.42875 111.18586 111.94298
[22] 112.70010 113.45721 114.21433 114.97144 115.72856 116.48567 117.24279
[29] 117.99990 118.75702 119.51414 120.27125 121.02837 121.78548 122.54260
[36] 123.29971 124.05683 124.81394 125.57106 126.32817 127.08529 127.84241
[43] 128.59952 129.35664 130.11375 130.87087 131.62798 132.38510 133.14221
[50] 133.89933

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.851889e-09 8.354048e-09 4.866328e-09 1.959713e-09 5.678722e-10
 [2,] 8.766625e-08 9.321703e-08 6.815396e-08 3.436387e-08 1.213400e-08
 [3,] 5.874762e-07 7.802141e-07 7.148187e-07 4.516921e-07 1.981016e-07
 [4,] 2.993890e-06 4.915796e-06 5.625127e-06 4.449727e-06 2.437841e-06
 [5,] 1.194029e-05 2.348362e-05 3.332098e-05 3.290263e-05 2.252972e-05
 [6,] 4.067301e-05 8.661028e-05 1.494728e-04 1.831695e-04 1.564141e-04
 [7,] 1.434848e-04 2.597489e-04 5.144289e-04 7.718681e-04 8.178731e-04
 [8,] 6.033670e-04 7.239505e-04 1.404683e-03 2.488191e-03 3.236959e-03
 [9,] 2.628424e-03 2.262763e-03 3.323087e-03 6.286776e-03 9.786770e-03
[10,] 9.762193e-03 7.942584e-03 8.039738e-03 1.323215e-02 2.304986e-02
[11,] 2.829265e-02 2.593367e-02 2.206636e-02 2.639698e-02 4.428215e-02
[12,] 6.219059e-02 6.878189e-02 6.121209e-02 5.741051e-02 7.675663e-02
[13,] 1.027632e-01 1.406168e-01 1.458618e-01 1.325004e-01 1.379890e-01
[14,] 1.273277e-01 2.178010e-01 2.748866e-01 2.787175e-01 2.664343e-01
[15,] 1.185772e-01 2.543686e-01 3.975693e-01 4.795221e-01 4.912280e-01
[16,] 8.431122e-02 2.250309e-01 4.376110e-01 6.448223e-01 7.670201e-01
[17,] 4.876749e-02 1.552539e-01 3.696606e-01 6.690978e-01 9.565034e-01
[18,] 2.752489e-02 9.289160e-02 2.517145e-01 5.431149e-01 9.367325e-01
[19,] 1.874713e-02 6.045466e-02 1.610992e-01 3.709078e-01 7.346797e-01
[20,] 1.403624e-02 4.742629e-02 1.206846e-01 2.568962e-01 5.061032e-01
[21,] 9.146432e-03 3.658673e-02 1.023000e-01 2.122011e-01 3.714270e-01
[22,] 4.634832e-03 2.304116e-02 7.799706e-02 1.834374e-01 3.186945e-01
[23,] 1.768249e-03 1.107113e-02 4.685816e-02 1.348780e-01 2.695908e-01
[24,] 5.038791e-04 3.986534e-03 2.127946e-02 7.677480e-02 1.884810e-01
[25,] 1.070444e-04 1.071054e-03 7.226354e-03 3.289604e-02 1.012609e-01
[26,] 1.694580e-05 2.144760e-04 1.830149e-03 1.053108e-02 4.089503e-02
[27,] 1.998824e-06 3.200253e-05 3.454328e-04 2.513877e-03 1.233805e-02
[28,] 1.756671e-07 3.557952e-06 4.858161e-05 4.472167e-04 2.775774e-03
[29,] 1.150287e-08 2.947255e-07 5.090832e-06 5.928222e-05 4.654172e-04
[30,] 5.612056e-10 1.819013e-08 3.974738e-07 5.855203e-06 5.814916e-05
[31,] 2.040032e-11 8.364762e-10 2.312216e-08 4.308864e-07 5.413269e-06
[32,] 5.525228e-13 2.865957e-11 1.002184e-09 2.362565e-08 3.754745e-07
[33,] 1.114971e-14 7.316206e-13 3.236430e-11 9.651731e-10 1.940455e-08
[34,] 1.676390e-16 1.391555e-14 7.787238e-13 2.937820e-11 7.471813e-10
[35,] 1.877968e-18 1.972042e-16 1.396053e-14 6.662641e-13 2.143630e-11
[36,] 1.567466e-20 2.082231e-18 1.864737e-16 1.125809e-14 4.582169e-13
[37,] 9.747869e-23 1.638111e-20 1.855815e-18 1.417375e-16 7.297830e-15
[38,] 4.516664e-25 9.601836e-23 1.376096e-20 1.329540e-18 8.659910e-17
[39,] 1.559283e-27 4.193382e-25 7.602591e-23 9.292174e-21 7.656532e-19
[40,] 4.010832e-30 1.364510e-27 3.129512e-25 4.838771e-23 5.043739e-21
[41,] 7.686701e-33 3.308149e-30 9.598158e-28 1.877367e-25 2.475538e-23
[42,] 1.097601e-35 5.975751e-33 2.193301e-30 5.427033e-28 9.052859e-26
[43,] 1.167755e-38 8.042714e-36 3.734316e-33 1.168902e-30 2.466631e-28
[44,] 9.256670e-42 8.065075e-39 4.737179e-36 1.875813e-33 5.007472e-31
[45,] 5.467097e-45 6.025780e-42 4.477416e-39 2.242850e-36 7.574118e-34
[46,] 2.405790e-48 3.354418e-45 3.153075e-42 1.998066e-39 8.535808e-37
[47,] 7.887993e-52 1.391325e-48 1.654430e-45 1.326253e-42 7.167437e-40
[48,] 1.926930e-55 4.299629e-52 6.467755e-49 6.558955e-46 4.484096e-43
[49,] 3.507233e-59 9.899937e-56 1.883900e-52 2.416806e-49 2.090186e-46
[50,] 4.756223e-63 1.698373e-59 4.088474e-56 6.635110e-53 7.259291e-50
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.595511e-10 9.891049e-11 1.114701e-10 1.325754e-10 1.475393e-10
 [2,] 3.379232e-09 1.378042e-09 1.314189e-09 1.565297e-09 1.806680e-09
 [3,] 6.301858e-08 1.996058e-08 1.371231e-08 1.580575e-08 1.867392e-08
 [4,] 9.402446e-07 2.905971e-07 1.345643e-07 1.366483e-07 1.639925e-07
 [5,] 1.075869e-05 3.758913e-06 1.343003e-06 1.025245e-06 1.222811e-06
 [6,] 9.302606e-05 3.918655e-05 1.344695e-05 7.066178e-06 7.695747e-06
 [7,] 6.056282e-04 3.146649e-04 1.207554e-04 4.863591e-05 4.128536e-05
 [8,] 2.972205e-03 1.915663e-03 8.809608e-04 3.355881e-04 1.995915e-04
 [9,] 1.104332e-02 8.813441e-03 4.976138e-03 2.097188e-03 9.501791e-04
[10,] 3.132609e-02 3.072509e-02 2.140464e-02 1.074047e-02 4.538735e-03
[11,] 6.899946e-02 8.177032e-02 6.995498e-02 4.285826e-02 1.983926e-02
[12,] 1.225870e-01 1.687024e-01 1.746658e-01 1.310347e-01 7.175288e-02
[13,] 1.909491e-01 2.790818e-01 3.378765e-01 3.069452e-01 2.037999e-01
[14,] 2.967598e-01 3.985187e-01 5.225485e-01 5.573482e-01 4.475122e-01
[15,] 4.920816e-01 5.543358e-01 6.922950e-01 8.082252e-01 7.638883e-01
[16,] 8.015086e-01 8.148679e-01 8.826997e-01 1.000950e+00 1.041508e+00
[17,] 1.137950e+00 1.193732e+00 1.182246e+00 1.187831e+00 1.211355e+00
[18,] 1.317629e+00 1.554609e+00 1.588442e+00 1.477903e+00 1.348589e+00
[19,] 1.220888e+00 1.679750e+00 1.918996e+00 1.849645e+00 1.574631e+00
[20,] 9.273832e-01 1.477560e+00 1.947394e+00 2.093049e+00 1.851913e+00
[21,] 6.383623e-01 1.085654e+00 1.631481e+00 2.006051e+00 1.974749e+00
[22,] 4.752539e-01 7.324642e-01 1.155888e+00 1.604292e+00 1.793959e+00
[23,] 4.008547e-01 5.277992e-01 7.497186e-01 1.092455e+00 1.370994e+00
[24,] 3.226740e-01 4.187141e-01 5.036482e-01 6.723069e-01 8.951625e-01
[25,] 2.125548e-01 3.140667e-01 3.631020e-01 4.114107e-01 5.195882e-01
[26,] 1.074901e-01 1.934638e-01 2.490370e-01 2.626530e-01 2.870057e-01
[27,] 4.088300e-02 9.185366e-02 1.422950e-01 1.615912e-01 1.596006e-01
[28,] 1.162113e-02 3.287140e-02 6.322515e-02 8.477654e-02 8.638322e-02
[29,] 2.463835e-03 8.800477e-03 2.126246e-02 3.509267e-02 4.106761e-02
[30,] 3.893496e-04 1.758082e-03 5.358828e-03 1.106949e-02 1.573363e-02
[31,] 4.584894e-05 2.618274e-04 1.008526e-03 2.624347e-03 4.641738e-03
[32,] 4.022919e-06 2.905921e-05 1.415390e-04 4.651456e-04 1.033933e-03
[33,] 2.630041e-07 2.403197e-06 1.480510e-05 6.150889e-05 1.725041e-04
[34,] 1.281109e-08 1.480840e-07 1.153995e-06 6.063410e-06 2.148925e-05
[35,] 4.649559e-10 6.798824e-09 6.702245e-08 4.454400e-07 1.996231e-06
[36,] 1.257290e-11 2.325730e-10 2.900306e-09 2.438354e-08 1.382121e-07
[37,] 2.533150e-13 5.927709e-12 9.351305e-11 9.945352e-10 7.130859e-09
[38,] 3.802624e-15 1.125672e-13 2.246464e-12 3.022367e-11 2.741318e-10
[39,] 4.253093e-17 1.592709e-15 4.020929e-14 6.843460e-13 7.852100e-12
[40,] 3.544281e-19 1.679045e-17 5.362348e-16 1.154534e-14 1.675782e-13
[41,] 2.200635e-21 1.318819e-19 5.328201e-18 1.451226e-16 2.664697e-15
[42,] 1.018045e-23 7.718040e-22 3.944621e-20 1.359135e-18 3.157024e-17
[43,] 3.509039e-26 3.365355e-24 2.175865e-22 9.484006e-21 2.786826e-19
[44,] 9.011675e-29 1.093330e-26 8.942419e-25 4.930804e-23 1.832899e-21
[45,] 1.724336e-31 2.646491e-29 2.738276e-27 1.910041e-25 8.981864e-24
[46,] 2.458314e-34 4.772970e-32 6.247386e-30 5.512732e-28 3.279394e-26
[47,] 2.611315e-37 6.413768e-35 1.062002e-32 1.185487e-30 8.921266e-29
[48,] 2.066680e-40 6.421404e-38 1.345071e-35 1.899413e-33 1.808230e-31
[49,] 1.218670e-43 4.790114e-41 1.269299e-38 2.267468e-36 2.730765e-34
[50,] 5.354244e-47 2.662323e-44 8.924456e-42 2.016798e-39 3.072770e-37
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.488509e-10 1.375112e-10 2.034081e-10 4.608039e-09 1.452386e-07
 [2,] 1.913382e-09 1.841780e-09 1.609145e-09 1.950238e-09 3.281466e-08
 [3,] 2.067173e-08 2.082492e-08 1.914294e-08 1.564274e-08 1.544688e-08
 [4,] 1.880377e-07 1.983743e-07 1.904946e-07 1.666594e-07 1.255767e-07
 [5,] 1.446214e-06 1.592765e-06 1.597502e-06 1.465100e-06 1.209634e-06
 [6,] 9.415608e-06 1.078403e-05 1.132911e-05 1.080985e-05 9.459644e-06
 [7,] 5.150018e-05 6.162464e-05 6.779321e-05 6.764997e-05 6.152698e-05
 [8,] 2.343161e-04 2.958538e-04 3.416144e-04 3.585757e-04 3.394386e-04
 [9,] 8.951906e-04 1.178681e-03 1.444868e-03 1.600811e-03 1.594394e-03
[10,] 3.038828e-03 3.855105e-03 5.082051e-03 5.988724e-03 6.330582e-03
[11,] 1.007069e-02 1.047189e-02 1.465454e-02 1.864441e-02 2.105677e-02
[12,] 3.361116e-02 2.508994e-02 3.434482e-02 4.774331e-02 5.822319e-02
[13,] 1.037880e-01 5.865326e-02 6.652871e-02 9.925652e-02 1.326552e-01
[14,] 2.679509e-01 1.392030e-01 1.140378e-01 1.670054e-01 2.463454e-01
[15,] 5.487712e-01 3.089965e-01 1.929740e-01 2.337025e-01 3.700078e-01
[16,] 8.815134e-01 5.793548e-01 3.354593e-01 2.955430e-01 4.533325e-01
[17,] 1.133028e+00 8.732298e-01 5.488357e-01 3.786611e-01 4.749614e-01
[18,] 1.240195e+00 1.059500e+00 7.642203e-01 5.014335e-01 4.713160e-01
[19,] 1.296132e+00 1.090583e+00 8.721984e-01 6.206528e-01 4.877750e-01
[20,] 1.420566e+00 1.062854e+00 8.410136e-01 6.576893e-01 5.135442e-01
[21,] 1.571923e+00 1.082715e+00 7.551729e-01 5.917404e-01 4.983169e-01
[22,] 1.582459e+00 1.119903e+00 7.017463e-01 4.855954e-01 4.246753e-01
[23,] 1.364629e+00 1.062000e+00 6.685105e-01 4.031555e-01 3.280557e-01
[24,] 9.967289e-01 8.689883e-01 5.928617e-01 3.449645e-01 2.465536e-01
[25,] 6.230792e-01 6.063001e-01 4.590075e-01 2.811004e-01 1.855058e-01
[26,] 3.408347e-01 3.625504e-01 3.054845e-01 2.040399e-01 1.344974e-01
[27,] 1.702317e-01 1.872305e-01 1.746030e-01 1.290356e-01 8.988634e-02
[28,] 8.199429e-02 8.522241e-02 8.533044e-02 7.042992e-02 5.400462e-02
[29,] 3.837504e-02 3.572998e-02 3.574118e-02 3.264639e-02 2.838557e-02
[30,] 1.626509e-02 1.429954e-02 1.320305e-02 1.268767e-02 1.257683e-02
[31,] 5.713362e-03 5.306429e-03 4.508596e-03 4.184143e-03 4.555696e-03
[32,] 1.569566e-03 1.687140e-03 1.439962e-03 1.223476e-03 1.340999e-03
[33,] 3.278662e-04 4.287650e-04 4.075814e-04 3.308634e-04 3.302294e-04
[34,] 5.145232e-05 8.374707e-05 9.489825e-05 8.151394e-05 7.204128e-05
[35,] 6.036200e-06 1.234657e-05 1.725288e-05 1.712015e-05 1.448531e-05
[36,] 5.283297e-07 1.363388e-06 2.384796e-06 2.874388e-06 2.613704e-06
[37,] 3.447334e-08 1.124154e-07 2.476775e-07 3.712306e-07 3.951160e-07
[38,] 1.676313e-09 6.912064e-09 1.923136e-08 3.621003e-08 4.724004e-08
[39,] 6.073857e-11 3.167685e-10 1.114138e-09 2.646523e-09 4.334244e-09
[40,] 1.639800e-12 1.081781e-11 4.811917e-11 1.444909e-10 3.030276e-10
[41,] 3.298533e-14 2.752705e-13 1.548836e-12 5.889018e-12 1.646352e-11
[42,] 4.943704e-16 5.219036e-15 3.715102e-14 1.795260e-13 7.471504e-13
[43,] 5.520606e-18 7.372756e-17 6.641842e-16 4.128082e-15 3.283542e-14
[44,] 4.593234e-20 7.760327e-19 8.856996e-18 7.367655e-17 1.556935e-15
[45,] 2.847415e-22 6.086571e-21 8.834266e-20 1.108681e-18 7.273450e-17
[46,] 1.315182e-24 3.558089e-23 6.655060e-22 1.647157e-20 2.870973e-18
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[36,] 1.160818e+00 7.444977e-01 4.316529e-01 2.521401e-01 1.429220e-01
[37,] 1.282702e+00 8.454496e-01 4.376372e-01 2.068509e-01 1.030254e-01
[38,] 1.382209e+00 1.010220e+00 5.401055e-01 2.237644e-01 8.455877e-02
[39,] 1.467777e+00 1.177266e+00 7.003735e-01 3.038899e-01 1.004665e-01
[40,] 1.652090e+00 1.358190e+00 8.818902e-01 4.279564e-01 1.513332e-01
[41,] 2.007521e+00 1.629030e+00 1.092065e+00 5.775085e-01 2.296965e-01
[42,] 2.397244e+00 1.992516e+00 1.361335e+00 7.525586e-01 3.267691e-01
[43,] 2.553532e+00 2.272545e+00 1.642494e+00 9.512682e-01 4.380101e-01
[44,] 2.360072e+00 2.254338e+00 1.776295e+00 1.114606e+00 5.500793e-01
[45,] 1.955613e+00 1.924856e+00 1.639349e+00 1.136847e+00 6.191680e-01
[46,] 1.535256e+00 1.473859e+00 1.292276e+00 9.750712e-01 5.935398e-01
[47,] 1.161394e+00 1.074914e+00 9.114056e-01 7.090044e-01 4.727548e-01
[48,] 8.064518e-01 7.606652e-01 6.138203e-01 4.594157e-01 3.168428e-01
[49,] 4.780945e-01 4.962962e-01 4.037868e-01 2.844906e-01 1.882309e-01
[50,] 2.289352e-01 2.769067e-01 2.464814e-01 1.732110e-01 1.067945e-01
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.607783e-15 8.784671e-18 3.235784e-20 8.035161e-23 1.345142e-25
 [2,] 4.966105e-14 3.432549e-16 1.599461e-18 5.024485e-21 1.064065e-23
 [3,] 1.142887e-12 9.993250e-15 5.890695e-17 2.340924e-19 6.271429e-22
 [4,] 1.959701e-11 2.167685e-13 1.616437e-15 8.126103e-18 2.754003e-20
 [5,] 2.503661e-10 3.503360e-12 3.304840e-14 2.101729e-16 9.010762e-19
 [6,] 2.383200e-09 4.218641e-11 5.034324e-13 4.050142e-15 2.196635e-17
 [7,] 1.690226e-08 3.784945e-10 5.713878e-12 5.815175e-14 3.989819e-16
 [8,] 8.931577e-08 2.530147e-09 4.831925e-11 6.220923e-13 5.399432e-15
 [9,] 3.516500e-07 1.260176e-08 3.044446e-10 4.958448e-12 5.444297e-14
[10,] 1.031555e-06 4.676442e-08 1.429209e-09 2.944665e-11 4.090107e-13
[11,] 2.254620e-06 1.293003e-07 4.998993e-09 1.302944e-10 2.289430e-12
[12,] 3.671584e-06 2.663682e-07 1.302772e-08 4.295504e-10 9.548136e-12
[13,] 4.454850e-06 4.088504e-07 2.529608e-08 1.055120e-09 2.966942e-11
[14,] 4.027375e-06 4.675709e-07 3.659635e-08 1.931030e-09 6.869085e-11
[15,] 2.715101e-06 3.984669e-07 3.944863e-08 2.633158e-09 1.184918e-10
[16,] 1.407400e-06 2.543568e-07 3.171100e-08 2.675643e-09 1.522956e-10
[17,] 1.146129e-06 1.445485e-07 1.961408e-08 2.036756e-09 1.459753e-10
[18,] 6.707579e-06 3.668653e-07 1.927744e-08 1.385475e-09 1.077386e-10
[19,] 5.044663e-05 3.165075e-06 1.358279e-07 4.262114e-09 1.278109e-10
[20,] 2.884895e-04 2.282989e-05 1.218570e-06 4.395477e-08 1.084091e-09
[21,] 1.230340e-03 1.231193e-04 8.308419e-06 3.780492e-07 1.160177e-08
[22,] 3.913849e-03 4.949672e-04 4.223726e-05 2.430681e-06 9.431558e-08
[23,] 9.307360e-03 1.484575e-03 1.600693e-04 1.164761e-05 5.716203e-07
[24,] 1.665600e-02 3.330899e-03 4.527040e-04 4.161249e-05 2.581954e-06
[25,] 2.286238e-02 5.635058e-03 9.585448e-04 1.109816e-04 8.696134e-06
[26,] 2.529668e-02 7.352303e-03 1.534041e-03 2.218237e-04 2.187372e-05
[27,] 2.492924e-02 7.834182e-03 1.905997e-03 3.360980e-04 4.128409e-05
[28,] 2.438585e-02 7.589862e-03 1.963283e-03 3.984805e-04 5.927676e-05
[29,] 2.401950e-02 7.397024e-03 1.879050e-03 3.984157e-04 6.722660e-05
[30,] 2.349943e-02 7.307116e-03 1.832647e-03 3.785931e-04 6.560424e-05
[31,] 2.626833e-02 7.520083e-03 1.841242e-03 3.725393e-04 6.297315e-05
[32,] 3.764359e-02 9.524258e-03 2.060781e-03 3.935890e-04 6.884699e-05
[33,] 5.700794e-02 1.479360e-02 2.970028e-03 5.137770e-04 1.091481e-04
[34,] 7.487396e-02 2.212467e-02 4.841870e-03 8.773791e-04 2.723653e-04
[35,] 8.026209e-02 2.751420e-02 7.046716e-03 1.537052e-03 7.309785e-04
[36,] 7.022602e-02 2.754192e-02 8.295168e-03 2.269989e-03 1.622220e-03
[37,] 5.153732e-02 2.237824e-02 7.785754e-03 2.661084e-03 2.770237e-03
[38,] 3.509680e-02 1.526729e-02 5.902979e-03 2.454824e-03 3.580627e-03
[39,] 2.976812e-02 9.985504e-03 3.766165e-03 1.792209e-03 3.485723e-03
[40,] 4.003304e-02 9.160713e-03 2.416848e-03 1.068989e-03 2.551319e-03
[41,] 6.663922e-02 1.422613e-02 2.513018e-03 6.316580e-04 1.409538e-03
[42,] 1.071694e-01 2.569841e-02 4.482809e-03 6.593886e-04 6.150097e-04
[43,] 1.574019e-01 4.281287e-02 8.540671e-03 1.241579e-03 2.949212e-04
[44,] 2.125513e-01 6.361497e-02 1.441530e-02 2.405122e-03 3.253802e-04
[45,] 2.612568e-01 8.513565e-02 2.131573e-02 4.036663e-03 5.701250e-04
[46,] 2.805329e-01 1.013823e-01 2.794470e-02 5.869658e-03 9.313331e-04
[47,] 2.522513e-01 1.034145e-01 3.203010e-02 7.479844e-03 1.320350e-03
[48,] 1.865296e-01 8.714812e-02 3.096294e-02 8.218446e-03 1.627298e-03
[49,] 1.151697e-01 5.983760e-02 2.444992e-02 7.519527e-03 1.709651e-03
[50,] 6.262217e-02 3.403281e-02 1.559681e-02 5.565569e-03 1.479664e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.518089e-28 1.155016e-31 5.924303e-35 2.048543e-38 4.775378e-42
 [2,] 1.519148e-26 1.462155e-29 9.487366e-33 4.150079e-36 1.223832e-39
 [3,] 1.132665e-24 1.379106e-27 1.132016e-30 6.264206e-34 2.336869e-37
 [4,] 6.292195e-23 9.691729e-26 1.006373e-28 7.044906e-32 3.324654e-35
 [5,] 2.604367e-21 5.074627e-24 6.665989e-27 5.903148e-30 3.524178e-33
 [6,] 8.031589e-20 1.979731e-22 3.289799e-25 3.685457e-28 2.783354e-31
 [7,] 1.845439e-18 5.754495e-21 1.209688e-23 1.714344e-26 1.637864e-29
 [8,] 3.159348e-17 1.246257e-19 3.314184e-22 5.941610e-25 7.181035e-28
 [9,] 4.029898e-16 2.010977e-18 6.765171e-21 1.534296e-23 2.345821e-26
[10,] 3.829922e-15 2.417719e-17 1.028917e-19 2.951979e-22 5.709550e-25
[11,] 2.711973e-14 2.165729e-16 1.165954e-18 4.231723e-21 1.035402e-23
[12,] 1.430802e-13 1.445443e-15 9.844217e-18 4.519806e-20 1.398989e-22
[13,] 5.624359e-13 7.187822e-15 6.192702e-17 3.596844e-19 1.408377e-21
[14,] 1.647274e-12 2.663132e-14 2.902541e-16 2.132665e-18 1.056387e-20
[15,] 3.594660e-12 7.351698e-14 1.013622e-15 9.421568e-18 5.903729e-20
[16,] 5.844544e-12 1.512104e-13 2.637379e-15 3.101147e-17 2.458263e-19
[17,] 7.081223e-12 2.317320e-13 5.112937e-15 7.605390e-17 7.626588e-19
[18,] 6.428067e-12 2.648453e-13 7.386428e-15 1.389732e-16 1.762922e-18
[19,] 5.234341e-12 2.332524e-13 7.995932e-15 1.893876e-16 3.036710e-18
[20,] 1.951696e-11 3.340309e-13 7.794789e-15 1.990372e-16 3.920144e-18
[21,] 2.405899e-10 3.410295e-12 3.522623e-14 3.441187e-16 4.575351e-18
[22,] 2.467458e-09 4.353583e-11 5.190329e-13 4.228339e-15 2.506033e-17
[23,] 1.891525e-08 4.219947e-10 6.347470e-12 6.438998e-14 4.413248e-16
[24,] 1.080576e-07 3.049356e-09 5.801728e-11 7.441901e-13 6.435742e-15
[25,] 4.600808e-07 1.641983e-08 3.951587e-10 6.411748e-12 7.013840e-14
[26,] 1.460904e-06 6.590115e-08 2.005634e-09 4.116239e-11 5.695855e-13
[27,] 3.466141e-06 1.972945e-07 7.588102e-09 1.969291e-10 3.446745e-12
[28,] 6.179984e-06 4.416251e-07 2.142190e-08 7.025290e-10 1.555335e-11
[29,] 8.420084e-06 7.446547e-07 4.532253e-08 1.878472e-09 5.291119e-11
[30,] 9.193731e-06 9.744465e-07 7.443700e-08 4.048136e-09 1.608487e-10
[31,] 9.246941e-06 1.200659e-06 1.383771e-07 1.421463e-08 1.250393e-09
[32,] 1.329504e-05 3.351720e-06 8.711973e-07 1.778228e-07 2.564291e-08
[33,] 4.510329e-05 2.321502e-05 9.253593e-06 2.548013e-06 4.752719e-07
[34,] 2.102283e-04 1.551276e-04 8.024935e-05 2.811359e-05 6.644043e-06
[35,] 8.301263e-04 7.950420e-04 5.222728e-04 2.316103e-04 6.925249e-05
[36,] 2.496766e-03 3.047285e-03 2.534328e-03 1.421905e-03 5.378463e-04
[37,] 5.620816e-03 8.707689e-03 9.163669e-03 6.504150e-03 3.112306e-03
[38,] 9.441971e-03 1.854187e-02 2.468779e-02 2.216717e-02 1.341854e-02
[39,] 1.182666e-02 2.941894e-02 4.955599e-02 5.628978e-02 4.310498e-02
[40,] 1.104310e-02 3.477872e-02 7.411571e-02 1.064996e-01 1.031690e-01
[41,] 7.686172e-03 3.063439e-02 8.258938e-02 1.501295e-01 1.839796e-01
[42,] 3.988869e-03 2.010540e-02 6.857056e-02 1.576823e-01 2.444498e-01
[43,] 1.549152e-03 9.831818e-03 4.241806e-02 1.233954e-01 2.419963e-01
[44,] 4.676300e-04 3.583373e-03 1.955079e-02 7.194731e-02 1.784954e-01
[45,] 1.516805e-04 9.763492e-04 6.714092e-03 3.125570e-02 9.809445e-02
[46,] 1.242614e-04 2.058788e-04 1.718400e-03 1.011682e-02 4.016623e-02
[47,] 1.772171e-04 4.689706e-05 3.287168e-04 2.439871e-03 1.225397e-02
[48,] 2.417766e-04 3.024116e-05 4.873955e-05 4.385309e-04 2.785434e-03
[49,] 2.871340e-04 3.615999e-05 8.274418e-06 5.892440e-05 4.717554e-04
[50,] 2.879821e-04 4.104330e-05 4.705109e-06 6.192656e-06 5.954744e-05
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 7.504617e-46 7.950897e-50 5.678764e-54 2.734322e-58 8.875920e-63
 [2,] 2.433019e-43 3.260888e-47 2.946296e-51 1.794631e-55 7.369561e-60
 [3,] 5.877072e-41 9.964464e-45 1.138931e-48 8.776050e-53 4.558986e-57
 [4,] 1.057733e-38 2.268672e-42 3.280334e-46 3.197589e-50 2.101331e-54
 [5,] 1.418372e-36 3.848475e-40 7.039436e-44 8.680513e-48 7.216388e-52
 [6,] 1.417111e-34 4.864126e-38 1.125530e-41 1.755769e-45 1.846480e-49
 [7,] 1.054912e-32 4.580574e-36 1.340834e-39 2.645990e-43 3.520207e-47
 [8,] 5.850974e-31 3.213917e-34 1.190125e-37 2.971042e-41 5.000247e-45
 [9,] 2.417903e-29 1.680150e-32 7.870619e-36 2.485581e-39 5.291920e-43
[10,] 7.444728e-28 6.544261e-31 3.878148e-34 1.549339e-37 4.172865e-41
[11,] 1.707886e-26 1.899211e-29 1.423771e-32 7.195567e-36 2.451634e-39
[12,] 2.919222e-25 4.106618e-28 3.894520e-31 2.489899e-34 1.073186e-37
[13,] 3.717703e-24 6.615985e-27 7.937195e-30 6.419449e-33 3.500207e-36
[14,] 3.527617e-23 7.941526e-26 1.205256e-28 1.233142e-31 8.505732e-35
[15,] 2.493951e-22 7.102532e-25 1.363614e-27 1.764933e-30 1.540031e-33
[16,] 1.313689e-21 4.732827e-24 1.149481e-26 1.882093e-29 2.077520e-32
[17,] 5.155817e-21 2.349785e-23 7.219585e-26 1.495390e-28 2.088148e-31
[18,] 1.507654e-20 8.692301e-23 3.378483e-25 8.852524e-28 1.563783e-30
[19,] 3.284854e-20 2.395753e-22 1.177959e-24 3.904613e-27 8.725495e-30
[20,] 5.337670e-20 4.920611e-22 3.060202e-24 1.283190e-26 3.627471e-29
[21,] 6.694089e-20 7.575003e-22 5.929261e-24 3.142495e-26 1.123644e-28
[22,] 1.397424e-19 1.058584e-21 8.873701e-24 5.769058e-26 2.595937e-28
[23,] 2.066307e-18 7.027064e-21 2.236916e-23 9.653910e-26 4.636297e-28
[24,] 3.753473e-17 1.478997e-19 3.979867e-22 7.766568e-25 1.411470e-27
[25,] 5.172578e-16 2.571833e-18 8.623715e-21 1.953560e-23 3.021321e-26
[26,] 5.313735e-15 3.342016e-17 1.417071e-19 4.051124e-22 7.811007e-25
[27,] 4.067701e-14 3.236782e-16 1.736840e-18 6.287202e-21 1.536967e-23
[28,] 2.323985e-13 2.345554e-15 1.603376e-17 7.476087e-20 2.419305e-22
[29,] 1.018237e-12 1.361682e-14 1.315442e-16 9.823442e-19 6.079082e-21
[30,] 4.971638e-12 1.277217e-13 2.735454e-15 4.573705e-17 5.561750e-19
[31,] 8.638812e-11 4.341626e-12 1.519970e-13 3.634954e-15 5.890609e-17
[32,] 2.531361e-09 1.693747e-10 7.655450e-12 2.334423e-13 4.800348e-15
[33,] 5.983426e-08 5.080038e-09 2.907996e-10 1.122270e-11 2.919892e-13
[34,] 1.058664e-06 1.137246e-07 8.235919e-09 4.020955e-10 1.323444e-11
[35,] 1.395980e-05 1.897067e-06 1.737981e-07 1.073410e-08 4.469356e-10
[36,] 1.371533e-04 2.357832e-05 2.732612e-06 2.135018e-07 1.124563e-08
[37,] 1.003999e-03 2.183448e-04 3.201186e-05 3.164006e-06 2.108252e-07
[38,] 5.475946e-03 1.506508e-03 2.794103e-04 3.493587e-05 2.944825e-06
[39,] 2.225278e-02 7.744607e-03 1.817076e-03 2.874122e-04 3.064756e-05
[40,] 6.737653e-02 2.966379e-02 8.804471e-03 1.761725e-03 2.376467e-04
[41,] 1.519960e-01 8.465507e-02 3.178574e-02 8.045816e-03 1.372987e-03
[42,] 2.554788e-01 1.800025e-01 8.549896e-02 2.737798e-02 5.910179e-03
[43,] 3.199461e-01 2.851697e-01 1.713517e-01 6.941157e-02 1.895544e-02
[44,] 2.985368e-01 3.366102e-01 2.558675e-01 1.311178e-01 4.529668e-02
[45,] 2.075478e-01 2.960400e-01 2.846696e-01 1.845399e-01 8.064882e-02
[46,] 1.075072e-01 1.939871e-01 2.359752e-01 1.935166e-01 1.069865e-01
[47,] 4.149123e-02 9.470965e-02 1.457440e-01 1.511978e-01 1.057448e-01
[48,] 1.193093e-02 3.445204e-02 6.706782e-02 8.801809e-02 7.787321e-02
[49,] 2.556179e-03 9.337590e-03 2.299518e-02 3.817662e-02 4.272838e-02
[50,] 4.080454e-04 1.885619e-03 5.874337e-03 1.233736e-02 1.746804e-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  
     -7.989        1.177  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1il491228771869.ps tmp/1il491228771869.png")
> system("convert tmp/2zfwl1228771869.ps tmp/2zfwl1228771869.png")
> system("convert tmp/35axs1228771869.ps tmp/35axs1228771869.png")
> system("convert tmp/46i7d1228771869.ps tmp/46i7d1228771869.png")
> system("convert tmp/52onc1228771869.ps tmp/52onc1228771869.png")
> system("convert tmp/61er41228771869.ps tmp/61er41228771869.png")
> system("convert tmp/7qebw1228771869.ps tmp/7qebw1228771869.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.002   1.293   2.273