R version 2.9.0 (2009-04-17)
Copyright (C) 2009 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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'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
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> z <- c(5250,3937,4004,5560,3922,3759,4138,4634,3996,4308,4143,4429,5219,4929,5755,5592,4163,4962,5208,4755,4491,5732,5731,5040,6102,4904,5369,5578,4619,4731,5011,5299,4146,4625,4736,4219,5116,4205,4121,5103,4300,4578,3809,5526,4247,3830,4394,4826,4409,4569,4106,4794,3914,3793,4405,4022,4100,4788,3163,3585,3903)
> y <- c(109.7,99.1,86.7,111.4,78.4,76.7,114.2,99.7,94.2,173.5,83.1,88.9,132,122.1,105.1,133.7,63.6,112.7,120.5,112,126.2,209.2,91,116.7,137.6,108.1,136.6,152.3,114.3,120.7,131.8,129.4,187.5,189.5,109.2,158.1,176.2,125.5,155,170.3,99.4,139.2,169.6,136.1,168.2,318.6,154.1,161.4,183.4,166.3,203,174.6,124.3,154.4,170.5,169.4,171.1,289.2,145.6,134.4,168.2)
> x <- c(115.6,111.3,114.6,137.5,83.7,106,123.4,126.5,120,141.6,90.5,96.5,113.5,120.1,123.9,144.4,90.8,114.2,138.1,135,131.3,144.6,101.7,108.7,135.3,124.3,138.3,158.2,93.5,124.8,154.4,152.8,148.9,170.3,124.8,134.4,154,147.9,168.1,175.7,116.7,140.8,164.2,173.8,167.8,166.6,135.1,158.1,151.8,166.7,165.3,187,125.2,144.4,181.7,175.9,166.3,181.5,121.8,134.8,162.9)
> par7 = 'Toegekende bouwvergunningen voor woningen'
> par6 = 'Investeringen volgens BTW in de bouwsector'
> par5 = 'Omzetcijfer volgens BTW in de bouwsector'
> 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/1auf31257185151.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/2sqvo1257185151.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/3n7nn1257185151.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/4mr1c1257185151.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/5gkad1257185151.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  
    -43.694        1.332  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6ee571257185151.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]  36.95182  43.24358  49.53535  55.82711  62.11887  68.41063  74.70240
 [8]  80.99416  87.28592  93.57768  99.86944 106.16121 112.45297 118.74473
[15] 125.03649 131.32826 137.62002 143.91178 150.20354 156.49531 162.78707
[22] 169.07883 175.37059 181.66236 187.95412 194.24588 200.53764 206.82941
[29] 213.12117 219.41293 225.70469 231.99646 238.28822 244.57998 250.87174
[36] 257.16351 263.45527 269.74703 276.03879 282.33056 288.62232 294.91408
[43] 301.20584 307.49760 313.78937 320.08113 326.37289 332.66465 338.95642
[50] 345.24818

$yords
 [1] 2756.277 2832.857 2909.438 2986.018 3062.599 3139.179 3215.760 3292.341
 [9] 3368.921 3445.502 3522.082 3598.663 3675.243 3751.824 3828.404 3904.985
[17] 3981.565 4058.146 4134.726 4211.307 4287.888 4364.468 4441.049 4517.629
[25] 4594.210 4670.790 4747.371 4823.951 4900.532 4977.112 5053.693 5130.274
[33] 5206.854 5283.435 5360.015 5436.596 5513.176 5589.757 5666.337 5742.918
[41] 5819.498 5896.079 5972.659 6049.240 6125.821 6202.401 6278.982 6355.562
[49] 6432.143 6508.723

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.468601e-09 1.295400e-08 3.478951e-08 8.664206e-08 2.003516e-07
 [2,] 1.014498e-08 2.923965e-08 7.807457e-08 1.933119e-07 4.443478e-07
 [3,] 2.033598e-08 5.828850e-08 1.548032e-07 3.812682e-07 8.717840e-07
 [4,] 3.602812e-08 1.027048e-07 2.713850e-07 6.652253e-07 1.514211e-06
 [5,] 5.657358e-08 1.602885e-07 4.213737e-07 1.028352e-06 2.331895e-06
 [6,] 7.944705e-08 2.229167e-07 5.820209e-07 1.413462e-06 3.193935e-06
 [7,] 1.026960e-07 2.814626e-07 7.242492e-07 1.743298e-06 3.918904e-06
 [8,] 1.327335e-07 3.410478e-07 8.425319e-07 1.978933e-06 4.387285e-06
 [9,] 2.012246e-07 4.508605e-07 1.006746e-06 2.209572e-06 4.696697e-06
[10,] 3.954374e-07 7.524406e-07 1.434979e-06 2.757892e-06 5.310342e-06
[11,] 9.011689e-07 1.542269e-06 2.575884e-06 4.275433e-06 7.148412e-06
[12,] 2.037284e-06 3.315127e-06 5.151504e-06 7.763056e-06 1.154638e-05
[13,] 4.227414e-06 6.706877e-06 1.005037e-05 1.438360e-05 1.994360e-05
[14,] 7.839870e-06 1.223951e-05 1.794834e-05 2.493230e-05 3.318389e-05
[15,] 1.288773e-05 1.987008e-05 2.868200e-05 3.903319e-05 5.056469e-05
[16,] 1.873021e-05 2.856800e-05 4.070516e-05 5.451163e-05 6.920341e-05
[17,] 2.404384e-05 3.631792e-05 5.116745e-05 6.761239e-05 8.447390e-05
[18,] 2.725144e-05 4.079894e-05 5.691238e-05 7.436423e-05 9.174899e-05
[19,] 2.726585e-05 4.049030e-05 5.599378e-05 7.249847e-05 8.863612e-05
[20,] 2.408051e-05 3.549865e-05 4.873292e-05 6.267174e-05 7.623943e-05
[21,] 1.877387e-05 2.749879e-05 3.753779e-05 4.809365e-05 5.852638e-05
[22,] 1.292340e-05 1.883087e-05 2.561805e-05 3.283548e-05 4.027001e-05
[23,] 7.858332e-06 1.141034e-05 1.552062e-05 2.002170e-05 2.500463e-05
[24,] 4.224497e-06 6.128250e-06 8.375522e-06 1.097067e-05 1.415083e-05
[25,] 2.010672e-06 2.925768e-06 4.047906e-06 5.452536e-06 7.396145e-06
[26,] 8.493898e-07 1.247665e-06 1.767288e-06 2.490944e-06 3.626475e-06
[27,] 3.198181e-07 4.789909e-07 7.061728e-07 1.064409e-06 1.695603e-06
[28,] 1.081049e-07 1.676647e-07 2.631849e-07 4.345446e-07 7.681667e-07
[29,] 3.321227e-08 5.460418e-08 9.391263e-08 1.736526e-07 3.428381e-07
[30,] 9.475974e-09 1.707334e-08 3.319094e-08 6.974665e-08 1.535301e-07
[31,] 2.605628e-09 5.359757e-09 1.206463e-08 2.883309e-08 7.002256e-08
[32,] 7.307730e-10 1.775242e-09 4.634778e-09 1.237734e-08 3.250311e-08
[33,] 2.224198e-10 6.379885e-10 1.878184e-09 5.430689e-09 1.503255e-08
[34,] 7.646544e-11 2.481964e-10 7.877020e-10 2.382574e-09 6.780331e-09
[35,] 3.483571e-11 1.187849e-10 3.829819e-10 1.157464e-09 3.264703e-09
[36,] 4.217037e-11 1.368295e-10 4.126599e-10 1.156521e-09 3.012470e-09
[37,] 1.181648e-10 3.705507e-10 1.073561e-09 2.873950e-09 7.110107e-09
[38,] 3.570043e-10 1.108039e-09 3.174654e-09 8.396609e-09 2.050155e-08
[39,] 9.718529e-10 2.995999e-09 8.525219e-09 2.239201e-08 5.428819e-08
[40,] 2.337588e-09 7.160336e-09 2.024501e-08 5.283502e-08 1.272757e-07
[41,] 4.958349e-09 1.509189e-08 4.240031e-08 1.099546e-07 2.631944e-07
[42,] 9.273088e-09 2.804619e-08 7.829646e-08 2.017573e-07 4.798828e-07
[43,] 1.529050e-08 4.595305e-08 1.274752e-07 3.264043e-07 7.714448e-07
[44,] 2.222943e-08 6.638408e-08 1.829862e-07 4.655772e-07 1.093412e-06
[45,] 2.849338e-08 8.455177e-08 2.315903e-07 5.855131e-07 1.366381e-06
[46,] 3.220095e-08 9.494904e-08 2.584230e-07 6.492182e-07 1.505459e-06
[47,] 3.208504e-08 9.400859e-08 2.542443e-07 6.346786e-07 1.462431e-06
[48,] 2.818678e-08 8.206417e-08 2.205365e-07 5.470489e-07 1.252537e-06
[49,] 2.183220e-08 6.316097e-08 1.686626e-07 4.157263e-07 9.458344e-07
[50,] 1.490935e-08 4.286008e-08 1.137277e-07 2.785467e-07 6.297217e-07
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.308666e-07 8.635120e-07 1.616858e-06 2.837113e-06 4.681616e-06
 [2,] 9.496015e-07 1.890219e-06 3.512503e-06 6.109815e-06 9.979148e-06
 [3,] 1.853142e-06 3.668281e-06 6.775775e-06 1.170707e-05 1.897273e-05
 [4,] 3.204792e-06 6.316756e-06 1.161682e-05 1.997709e-05 3.220341e-05
 [5,] 4.919083e-06 9.667348e-06 1.773119e-05 3.041204e-05 4.888686e-05
 [6,] 6.721099e-06 1.318782e-05 2.416586e-05 4.142920e-05 6.657858e-05
 [7,] 8.224982e-06 1.612575e-05 2.956583e-05 5.076443e-05 8.175577e-05
 [8,] 9.143715e-06 1.788227e-05 3.280339e-05 5.646657e-05 9.128742e-05
 [9,] 9.554938e-06 1.845735e-05 3.369796e-05 5.800982e-05 9.406602e-05
[10,] 1.010798e-05 1.873934e-05 3.342541e-05 5.687715e-05 9.183941e-05
[11,] 1.208164e-05 2.048759e-05 3.437771e-05 5.625593e-05 8.872536e-05
[12,] 1.721814e-05 2.595683e-05 3.947520e-05 5.993226e-05 8.960016e-05
[13,] 2.722881e-05 3.714481e-05 5.106780e-05 7.075089e-05 9.802844e-05
[14,] 4.291297e-05 5.472338e-05 6.967245e-05 8.914891e-05 1.145746e-04
[15,] 6.312279e-05 7.700677e-05 9.304236e-05 1.124130e-04 1.363069e-04
[16,] 8.423829e-05 9.967260e-05 1.162685e-04 1.352653e-04 1.579179e-04
[17,] 1.009068e-04 1.168784e-04 1.333172e-04 1.518161e-04 1.740232e-04
[18,] 1.081276e-04 1.236023e-04 1.394948e-04 1.579812e-04 1.813283e-04
[19,] 1.036432e-04 1.179715e-04 1.334686e-04 1.529588e-04 1.793592e-04
[20,] 8.906518e-05 1.020594e-04 1.175675e-04 1.389281e-04 1.695394e-04
[21,] 6.893155e-05 8.062802e-05 9.627123e-05 1.194283e-04 1.536816e-04
[22,] 4.839867e-05 5.876457e-05 7.405237e-05 9.772080e-05 1.332227e-04
[23,] 3.114659e-05 3.998048e-05 5.394654e-05 7.611166e-05 1.095585e-04
[24,] 1.860689e-05 2.566844e-05 3.734748e-05 5.615611e-05 8.468273e-05
[25,] 1.045811e-05 1.566625e-05 2.454316e-05 3.901582e-05 6.116336e-05
[26,] 5.595453e-06 9.120194e-06 1.527594e-05 2.547179e-05 4.133170e-05
[27,] 2.875616e-06 5.076781e-06 9.022962e-06 1.571512e-05 2.639823e-05
[28,] 1.431816e-06 2.720571e-06 5.108969e-06 9.295860e-06 1.621479e-05
[29,] 6.993111e-07 1.423202e-06 2.820810e-06 5.370223e-06 9.745412e-06
[30,] 3.404536e-07 7.387804e-07 1.541898e-06 3.064750e-06 5.765916e-06
[31,] 1.669895e-07 3.830281e-07 8.351005e-07 1.718382e-06 3.321130e-06
[32,] 8.196387e-08 1.958966e-07 4.404123e-07 9.269161e-07 1.820256e-06
[33,] 3.929845e-08 9.630959e-08 2.202910e-07 4.689246e-07 9.270875e-07
[34,] 1.803345e-08 4.465699e-08 1.027198e-07 2.191195e-07 4.330008e-07
[35,] 8.572197e-09 2.091849e-08 4.738367e-08 9.953543e-08 1.937576e-07
[36,] 7.294716e-09 1.642563e-08 3.439994e-08 6.701663e-08 1.214626e-07
[37,] 1.625933e-08 3.437638e-08 6.721538e-08 1.215833e-07 2.035469e-07
[38,] 4.621208e-08 9.616655e-08 1.847613e-07 3.277512e-07 5.368740e-07
[39,] 1.214909e-07 2.509633e-07 4.785300e-07 8.422645e-07 1.368509e-06
[40,] 2.830014e-07 5.808344e-07 1.100369e-06 1.924201e-06 3.105985e-06
[41,] 5.815123e-07 1.185934e-06 2.232455e-06 3.879070e-06 6.221589e-06
[42,] 1.053562e-06 2.135031e-06 3.993631e-06 6.895293e-06 1.098911e-05
[43,] 1.682956e-06 3.388907e-06 6.298918e-06 1.080668e-05 1.711359e-05
[44,] 2.370253e-06 4.742688e-06 8.759386e-06 1.493283e-05 2.349805e-05
[45,] 2.943241e-06 5.851925e-06 1.073966e-05 1.819290e-05 2.844678e-05
[46,] 3.222301e-06 6.366226e-06 1.160959e-05 1.954209e-05 3.036299e-05
[47,] 3.110394e-06 6.106249e-06 1.106503e-05 1.850757e-05 2.857364e-05
[48,] 2.647122e-06 5.163879e-06 9.298162e-06 1.545386e-05 2.370806e-05
[49,] 1.986285e-06 3.850231e-06 6.888916e-06 1.137716e-05 1.734346e-05
[50,] 1.314069e-06 2.531084e-06 4.500012e-06 7.384816e-06 1.118625e-05
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 7.292027e-06 1.075979e-05 1.508600e-05 2.013706e-05 2.560208e-05
 [2,] 1.535588e-05 2.233755e-05 3.080916e-05 4.038023e-05 5.034615e-05
 [3,] 2.892736e-05 4.162098e-05 5.667191e-05 7.319160e-05 8.978569e-05
 [4,] 4.879257e-05 6.967341e-05 9.400559e-05 1.201032e-04 1.455284e-04
 [5,] 7.382407e-05 1.049766e-04 1.408807e-04 1.787847e-04 2.148875e-04
 [6,] 1.005006e-04 1.427860e-04 1.912999e-04 2.421061e-04 2.898780e-04
 [7,] 1.237041e-04 1.761420e-04 2.363894e-04 2.994444e-04 3.585522e-04
 [8,] 1.387497e-04 1.984893e-04 2.675581e-04 3.402474e-04 4.087586e-04
 [9,] 1.436500e-04 2.066424e-04 2.801600e-04 3.582938e-04 4.328057e-04
[10,] 1.402856e-04 2.023893e-04 2.756063e-04 3.543399e-04 4.305921e-04
[11,] 1.337635e-04 1.917679e-04 2.606737e-04 3.355897e-04 4.093524e-04
[12,] 1.302538e-04 1.823660e-04 2.443513e-04 3.122313e-04 3.800716e-04
[13,] 1.343223e-04 1.800262e-04 2.339419e-04 2.930304e-04 3.527384e-04
[14,] 1.469931e-04 1.866352e-04 2.325711e-04 2.825872e-04 3.334365e-04
[15,] 1.655201e-04 2.001462e-04 2.394195e-04 2.817353e-04 3.248751e-04
[16,] 1.850284e-04 2.166657e-04 2.521356e-04 2.901373e-04 3.290205e-04
[17,] 2.010236e-04 2.329886e-04 2.691849e-04 3.082390e-04 3.484772e-04
[18,] 2.110866e-04 2.475942e-04 2.899416e-04 3.363004e-04 3.843754e-04
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[30,] 1.456954e-05 8.470769e-06 4.546064e-06 2.252072e-06 1.029827e-06
[31,] 1.072221e-05 6.194536e-06 3.303376e-06 1.626039e-06 7.388003e-07
[32,] 6.958327e-06 3.994624e-06 2.116743e-06 1.035334e-06 4.674266e-07
[33,] 3.981595e-06 2.271292e-06 1.195938e-06 5.812512e-07 2.607585e-07
[34,] 2.008754e-06 1.138638e-06 5.957506e-07 2.877151e-07 1.282567e-07
[35,] 8.935392e-07 5.032824e-07 2.616569e-07 1.255662e-07 5.562025e-08
[36,] 3.504584e-07 1.961363e-07 1.013243e-07 4.831636e-08 2.126650e-08
[37,] 1.212239e-07 6.740031e-08 3.459584e-08 1.639203e-08 7.169216e-09
[38,] 3.701667e-08 2.043132e-08 1.041676e-08 4.903616e-09 2.130939e-09
[39,] 1.002338e-08 5.473356e-09 2.767966e-09 1.293823e-09 5.585298e-10
[40,] 2.455382e-09 1.306537e-09 6.512853e-10 3.015102e-10 1.291630e-10
[41,] 5.896585e-10 2.880485e-10 1.377591e-10 6.244407e-11 2.642052e-11
[42,] 1.733540e-10 6.681552e-11 2.788789e-11 1.181132e-11 4.835042e-12
[43,] 7.636733e-11 2.120938e-11 6.553577e-12 2.265688e-12 8.308500e-13
[44,] 4.259661e-11 9.821354e-12 2.276066e-12 5.653859e-13 1.577479e-13
[45,] 2.370991e-11 5.146429e-12 1.055207e-12 2.103832e-13 4.298458e-14
[46,] 1.199768e-11 2.554840e-12 5.048425e-13 9.327191e-14 1.639413e-14
[47,] 5.389658e-12 1.137202e-12 2.217391e-13 4.002376e-14 6.715519e-15
[48,] 2.137914e-12 4.479602e-13 8.666025e-14 1.548435e-14 2.557791e-15
[49,] 7.479482e-13 1.557059e-13 2.992145e-14 5.308085e-15 8.694845e-16
[50,] 2.307244e-13 4.772624e-14 9.112680e-15 1.606075e-15 2.612991e-16

> 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  
  4724.6773      -0.8879  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7ljdc1257185151.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]  65.04069  67.91046  70.78022  73.64999  76.51976  79.38953  82.25930
 [8]  85.12906  87.99883  90.86860  93.73837  96.60813  99.47790 102.34767
[15] 105.21744 108.08721 110.95697 113.82674 116.69651 119.56628 122.43604
[22] 125.30581 128.17558 131.04535 133.91512 136.78488 139.65465 142.52442
[29] 145.39419 148.26396 151.13372 154.00349 156.87326 159.74303 162.61279
[36] 165.48256 168.35233 171.22210 174.09187 176.96163 179.83140 182.70117
[43] 185.57094 188.44070 191.31047 194.18024 197.05001 199.91978 202.78954
[50] 205.65931

$yords
 [1] 2756.277 2832.857 2909.438 2986.018 3062.599 3139.179 3215.760 3292.341
 [9] 3368.921 3445.502 3522.082 3598.663 3675.243 3751.824 3828.404 3904.985
[17] 3981.565 4058.146 4134.726 4211.307 4287.888 4364.468 4441.049 4517.629
[25] 4594.210 4670.790 4747.371 4823.951 4900.532 4977.112 5053.693 5130.274
[33] 5206.854 5283.435 5360.015 5436.596 5513.176 5589.757 5666.337 5742.918
[41] 5819.498 5896.079 5972.659 6049.240 6125.821 6202.401 6278.982 6355.562
[49] 6432.143 6508.723

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 7.800227e-09 2.137089e-08 5.784224e-08 1.500039e-07 3.664649e-07
 [2,] 1.325162e-08 3.320121e-08 8.509300e-08 2.141777e-07 5.151468e-07
 [3,] 2.384399e-08 5.335468e-08 1.260680e-07 3.019871e-07 7.064866e-07
 [4,] 4.539099e-08 9.025029e-08 1.922076e-07 4.279888e-07 9.574875e-07
 [5,] 8.963954e-08 1.608118e-07 3.063496e-07 6.211360e-07 1.302450e-06
 [6,] 1.788349e-07 2.969869e-07 5.113667e-07 9.355089e-07 1.805802e-06
 [7,] 3.522674e-07 5.550998e-07 8.824516e-07 1.465178e-06 2.578815e-06
 [8,] 6.743156e-07 1.027415e-06 1.542291e-06 2.362241e-06 3.798814e-06
 [9,] 1.242107e-06 1.853355e-06 2.675945e-06 3.854414e-06 5.727049e-06
[10,] 2.189013e-06 3.225088e-06 4.538746e-06 6.254590e-06 8.717718e-06
[11,] 3.678482e-06 5.379681e-06 7.447095e-06 9.950616e-06 1.320632e-05
[12,] 5.882430e-06 8.569301e-06 1.174081e-05 1.536169e-05 1.966315e-05
[13,] 8.941129e-06 1.300460e-05 1.770994e-05 2.285206e-05 2.850114e-05
[14,] 1.290785e-05 1.877514e-05 2.548995e-05 3.260534e-05 3.994001e-05
[15,] 1.769050e-05 2.576374e-05 3.494646e-05 4.448306e-05 5.384966e-05
[16,] 2.301058e-05 3.358354e-05 4.558697e-05 5.791168e-05 6.961955e-05
[17,] 2.840169e-05 4.157061e-05 5.654359e-05 7.185185e-05 8.611325e-05
[18,] 3.326263e-05 4.885517e-05 6.665937e-05 8.489217e-05 1.017575e-04
[19,] 3.696258e-05 5.450987e-05 7.467960e-05 9.547311e-05 1.147780e-04
[20,] 3.897492e-05 5.774354e-05 7.950858e-05 1.021976e-04 1.235390e-04
[21,] 3.900104e-05 5.808479e-05 8.045981e-05 1.041429e-04 1.268966e-04
[22,] 3.704365e-05 5.549641e-05 7.741974e-05 1.010757e-04 1.244576e-04
[23,] 3.340484e-05 5.038196e-05 7.087084e-05 9.350013e-05 1.166596e-04
[24,] 2.860982e-05 4.348312e-05 6.176731e-05 8.252574e-05 1.046518e-04
[25,] 2.328292e-05 3.570378e-05 5.130789e-05 6.960225e-05 9.002113e-05
[26,] 1.801612e-05 2.791830e-05 4.068031e-05 5.621000e-05 7.445433e-05
[27,] 1.326754e-05 2.081925e-05 3.085151e-05 4.359600e-05 5.943642e-05
[28,] 9.311617e-06 1.483776e-05 2.245068e-05 3.261536e-05 4.605299e-05
[29,] 6.241706e-06 1.014021e-05 1.575301e-05 2.369297e-05 3.491906e-05
[30,] 4.010193e-06 6.681200e-06 1.074078e-05 1.688116e-05 2.621489e-05
[31,] 2.484428e-06 4.282219e-06 7.202656e-06 1.196982e-05 1.978721e-05
[32,] 1.499484e-06 2.708341e-06 4.835003e-06 8.606204e-06 1.527316e-05
[33,] 8.965525e-07 1.726027e-06 3.321704e-06 6.395907e-06 1.221634e-05
[34,] 5.441083e-07 1.136834e-06 2.384256e-06 4.972668e-06 1.015899e-05
[35,] 3.446940e-07 7.902687e-07 1.804689e-06 4.037304e-06 8.705544e-06
[36,] 2.325383e-07 5.826893e-07 1.429047e-06 3.371979e-06 7.558163e-06
[37,] 1.669487e-07 4.490967e-07 1.159576e-06 2.837401e-06 6.527374e-06
[38,] 1.249007e-07 3.527677e-07 9.419241e-07 2.359578e-06 5.522385e-06
[39,] 9.463145e-08 2.755795e-07 7.514869e-07 1.911529e-06 4.527323e-06
[40,] 7.085643e-08 2.102676e-07 5.812486e-07 1.494311e-06 3.571079e-06
[41,] 5.156976e-08 1.549123e-07 4.323612e-07 1.120707e-06 2.698447e-06
[42,] 3.612255e-08 1.094660e-07 3.078561e-07 8.036536e-07 1.948455e-06
[43,] 2.421762e-08 7.391625e-08 2.092876e-07 5.500043e-07 1.342576e-06
[44,] 1.549466e-08 4.760145e-08 1.356608e-07 3.589082e-07 8.822373e-07
[45,] 9.447035e-09 2.920875e-08 8.379603e-08 2.232387e-07 5.527853e-07
[46,] 5.485237e-09 1.707138e-08 4.931621e-08 1.323512e-07 3.302970e-07
[47,] 3.032575e-09 9.503684e-09 2.765748e-08 7.480998e-08 1.882615e-07
[48,] 1.596598e-09 5.040597e-09 1.478519e-08 4.032976e-08 1.024013e-07
[49,] 8.007099e-10 2.547990e-09 7.537283e-09 2.074544e-08 5.317882e-08
[50,] 3.826715e-10 1.228105e-09 3.665935e-09 1.018737e-08 2.637945e-08
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 8.364103e-07 1.776753e-06 3.507538e-06 6.432592e-06 1.096199e-05
 [2,] 1.166564e-06 2.469300e-06 4.870157e-06 8.939460e-06 1.526968e-05
 [3,] 1.575902e-06 3.309032e-06 6.500733e-06 1.191753e-05 2.037162e-05
 [4,] 2.081393e-06 4.306537e-06 8.390118e-06 1.531405e-05 2.613537e-05
 [5,] 2.719863e-06 5.493842e-06 1.054938e-05 1.908836e-05 3.241799e-05
 [6,] 3.563513e-06 6.944744e-06 1.303977e-05 2.325994e-05 3.914440e-05
 [7,] 4.737993e-06 8.795146e-06 1.599945e-05 2.795071e-05 4.638085e-05
 [8,] 6.440481e-06 1.125819e-05 1.965625e-05 3.340133e-05 5.436872e-05
 [9,] 8.953822e-06 1.462958e-05 2.431965e-05 3.994843e-05 6.349277e-05
[10,] 1.265057e-05 1.927957e-05 3.035125e-05 4.796385e-05 7.418261e-05
[11,] 1.797758e-05 2.562785e-05 3.811928e-05 5.777269e-05 8.677543e-05
[12,] 2.540918e-05 3.409619e-05 4.794395e-05 6.957563e-05 1.013891e-04
[13,] 3.535902e-05 4.503296e-05 6.003786e-05 8.339675e-05 1.178531e-04
[14,] 4.805011e-05 5.860788e-05 7.444082e-05 9.906364e-05 1.357212e-04
[15,] 6.336209e-05 7.468774e-05 9.094968e-05 1.162108e-04 1.543539e-04
[16,] 8.069787e-05 9.272268e-05 1.090524e-04 1.342910e-04 1.730302e-04
[17,] 9.892669e-05 1.116886e-04 1.278893e-04 1.525844e-04 1.910414e-04
[18,] 1.164556e-04 1.301320e-04 1.462735e-04 1.702131e-04 2.077365e-04
[19,] 1.314481e-04 1.463415e-04 1.627948e-04 1.861769e-04 2.225191e-04
[20,] 1.421545e-04 1.586258e-04 1.760060e-04 1.994283e-04 2.348195e-04
[21,] 1.472726e-04 1.656350e-04 1.846593e-04 2.089893e-04 2.440820e-04
[22,] 1.462282e-04 1.666328e-04 1.879329e-04 2.140939e-04 2.497927e-04
[23,] 1.392913e-04 1.616420e-04 1.855870e-04 2.143265e-04 2.515611e-04
[24,] 1.274947e-04 1.514228e-04 1.780114e-04 2.097249e-04 2.492426e-04
[25,] 1.123901e-04 1.373014e-04 1.661582e-04 2.008253e-04 2.430681e-04
[26,] 9.572470e-05 1.209086e-04 1.513852e-04 1.886327e-04 2.337331e-04
[27,] 7.913084e-05 1.039006e-04 1.352467e-04 1.745109e-04 2.223947e-04
[28,] 6.390009e-05 8.772253e-05 1.192701e-04 1.599946e-04 2.105358e-04
[29,] 5.086941e-05 7.344620e-05 1.047453e-04 1.465398e-04 1.996938e-04
[30,] 4.041123e-05 6.168924e-05 9.255395e-05 1.352543e-04 1.911009e-04
[31,] 3.249745e-05 5.260914e-05 8.306229e-05 1.266710e-04 1.853342e-04
[32,] 2.680460e-05 4.596118e-05 7.610419e-05 1.206339e-04 1.820971e-04
[33,] 2.283384e-05 4.120799e-05 7.106569e-05 1.163477e-04 1.802322e-04
[34,] 2.002784e-05 3.766395e-05 6.706208e-05 1.125964e-04 1.779926e-04
[35,] 1.787112e-05 3.464930e-05 6.316811e-05 1.080768e-04 1.735090e-04
[36,] 1.596296e-05 3.162337e-05 5.864175e-05 1.017494e-04 1.653075e-04
[37,] 1.405499e-05 2.826865e-05 5.308080e-05 9.309976e-05 1.527128e-04
[38,] 1.205157e-05 2.451027e-05 4.647340e-05 8.223529e-05 1.360096e-04
[39,] 9.978713e-06 2.047423e-05 3.913963e-05 6.980189e-05 1.163273e-04
[40,] 7.934921e-06 1.640561e-05 3.159630e-05 5.676769e-05 9.530979e-05
[41,] 6.039374e-06 1.257623e-05 2.439691e-05 4.415720e-05 7.469795e-05
[42,] 4.391215e-06 9.209370e-06 1.799703e-05 3.282195e-05 5.595955e-05
[43,] 3.047083e-06 6.437378e-06 1.267653e-05 2.330364e-05 4.006087e-05
[44,] 2.017023e-06 4.294177e-06 8.524738e-06 1.580408e-05 2.740733e-05
[45,] 1.273649e-06 2.733838e-06 5.474018e-06 1.023970e-05 1.792311e-05
[46,] 7.673445e-07 1.661512e-06 3.357442e-06 6.340419e-06 1.120725e-05
[47,] 4.412511e-07 9.643549e-07 1.967684e-06 3.753376e-06 6.703048e-06
[48,] 2.422828e-07 5.347587e-07 1.102353e-06 2.124982e-06 3.835865e-06
[49,] 1.270860e-07 2.834323e-07 5.905599e-07 1.150924e-06 2.100716e-06
[50,] 6.370875e-08 1.436391e-07 3.026306e-07 5.964641e-07 1.101108e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.736992e-05 2.561706e-05 3.520651e-05 4.515872e-05 5.416093e-05
 [2,] 2.428348e-05 3.598667e-05 4.975667e-05 6.428370e-05 7.774878e-05
 [3,] 3.247515e-05 4.831490e-05 6.715974e-05 8.735248e-05 1.065044e-04
 [4,] 4.168711e-05 6.217294e-05 8.678631e-05 1.135392e-04 1.394556e-04
 [5,] 5.160336e-05 7.698869e-05 1.077313e-04 1.415608e-04 1.749527e-04
 [6,] 6.197213e-05 9.222476e-05 1.290515e-04 1.699648e-04 2.109820e-04
 [7,] 7.273225e-05 1.075821e-04 1.500669e-04 1.975375e-04 2.456714e-04
 [8,] 8.408802e-05 1.231485e-04 1.706190e-04 2.237029e-04 2.778442e-04
 [9,] 9.648573e-05 1.394140e-04 1.911684e-04 2.487512e-04 3.074233e-04
[10,] 1.104796e-04 1.571183e-04 2.126598e-04 2.737753e-04 3.354994e-04
[11,] 1.265223e-04 1.769635e-04 2.361695e-04 3.002900e-04 3.639864e-04
[12,] 1.447558e-04 1.992886e-04 2.624433e-04 3.296397e-04 3.949350e-04
[13,] 1.648837e-04 2.238313e-04 2.914941e-04 3.623932e-04 4.297215e-04
[14,] 1.861813e-04 2.496756e-04 3.224136e-04 3.979478e-04 4.683920e-04
[15,] 2.076391e-04 2.754128e-04 3.534799e-04 4.344946e-04 5.094022e-04
[16,] 2.281852e-04 2.994592e-04 3.825262e-04 4.693677e-04 5.498528e-04
[17,] 2.468989e-04 3.204153e-04 4.074468e-04 4.996620e-04 5.861513e-04
[18,] 2.631421e-04 3.373426e-04 4.266690e-04 5.229206e-04 6.148879e-04
[19,] 2.765735e-04 3.498767e-04 4.394503e-04 5.376813e-04 6.336566e-04
[20,] 2.870659e-04 3.581657e-04 4.459334e-04 5.437422e-04 6.415910e-04
[21,] 2.945807e-04 3.626859e-04 4.469819e-04 5.421028e-04 6.394919e-04
[22,] 2.990704e-04 3.640282e-04 4.438865e-04 5.346503e-04 6.295615e-04
[23,] 3.004612e-04 3.627480e-04 4.380660e-04 5.237236e-04 6.148753e-04
[24,] 2.987350e-04 3.593370e-04 4.308686e-04 5.117113e-04 5.987868e-04
[25,] 2.940840e-04 3.543206e-04 4.235260e-04 5.007985e-04 5.844486e-04
[26,] 2.870753e-04 3.484239e-04 4.172372e-04 4.928987e-04 5.745553e-04
[27,] 2.787344e-04 3.426995e-04 4.132833e-04 4.896985e-04 5.712841e-04
[28,] 2.704689e-04 3.385035e-04 4.130359e-04 4.926758e-04 5.762993e-04
[29,] 2.637970e-04 3.372451e-04 4.177475e-04 5.029390e-04 5.906405e-04
[30,] 2.599217e-04 3.399321e-04 4.281055e-04 5.208229e-04 6.143777e-04
[31,] 2.592751e-04 3.466420e-04 4.436724e-04 5.453334e-04 6.460840e-04
[32,] 2.612039e-04 3.561326e-04 4.624470e-04 5.736852e-04 6.823591e-04
[33,] 2.639493e-04 3.658000e-04 4.808114e-04 6.012350e-04 7.177370e-04
[34,] 2.649859e-04 3.720931e-04 4.940178e-04 6.220236e-04 7.452430e-04
[35,] 2.616481e-04 3.713178e-04 4.971699e-04 6.299073e-04 7.576234e-04
[36,] 2.518542e-04 3.605957e-04 4.864269e-04 6.199919e-04 7.489645e-04
[37,] 2.346894e-04 3.386608e-04 4.600375e-04 5.899111e-04 7.161960e-04
[38,] 2.106548e-04 3.062234e-04 4.188481e-04 5.405036e-04 6.599561e-04
[39,] 1.815165e-04 2.657915e-04 3.661169e-04 4.756591e-04 5.845156e-04
[40,] 1.498322e-04 2.210348e-04 3.067216e-04 4.013999e-04 4.967957e-04
[41,] 1.183337e-04 1.759294e-04 2.460469e-04 3.245292e-04 4.048290e-04
[42,] 8.936501e-05 1.339556e-04 1.889101e-04 2.512774e-04 3.161591e-04
[43,] 6.452185e-05 9.756139e-05 1.388102e-04 1.863150e-04 2.366199e-04
[44,] 4.454161e-05 6.797368e-05 9.762753e-05 1.323102e-04 1.697311e-04
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[26,] 7.476329e-04 7.228357e-04 7.062814e-04 6.948287e-04 6.839230e-04
[27,] 7.258879e-04 7.126027e-04 7.068175e-04 7.045813e-04 7.008066e-04
[28,] 7.075733e-04 7.035851e-04 7.054823e-04 7.090117e-04 7.090926e-04
[29,] 6.919432e-04 6.941404e-04 7.001338e-04 7.058243e-04 7.065720e-04
[30,] 6.771766e-04 6.821390e-04 6.887745e-04 6.934699e-04 6.922949e-04
[31,] 6.610226e-04 6.655517e-04 6.700026e-04 6.714208e-04 6.666672e-04
[32,] 6.415570e-04 6.430473e-04 6.433764e-04 6.402702e-04 6.312977e-04
[33,] 6.178135e-04 6.144274e-04 6.096016e-04 6.016537e-04 5.886712e-04
[34,] 5.900550e-04 5.807229e-04 5.704369e-04 5.579692e-04 5.417023e-04
[35,] 5.595740e-04 5.438764e-04 5.282882e-04 5.119094e-04 4.932282e-04
[36,] 5.280996e-04 5.061019e-04 4.855834e-04 4.658974e-04 4.455259e-04
[37,] 4.970616e-04 4.691640e-04 4.441425e-04 4.215951e-04 3.999771e-04
[38,] 4.670195e-04 4.338632e-04 4.047812e-04 3.796623e-04 3.569902e-04
[39,] 4.374843e-04 3.999224e-04 3.672969e-04 3.398582e-04 3.162147e-04
[40,] 4.071804e-04 3.662934e-04 3.308215e-04 3.014348e-04 2.769670e-04
[41,] 3.746139e-04 3.317265e-04 2.943706e-04 2.636517e-04 2.387023e-04
[42,] 3.387047e-04 2.953588e-04 2.573583e-04 2.262021e-04 2.013506e-04
[43,] 2.992474e-04 2.571032e-04 2.198890e-04 1.894001e-04 1.654075e-04
[44,] 2.570611e-04 2.177300e-04 1.827572e-04 1.540989e-04 1.317835e-04
[45,] 2.138159e-04 1.786634e-04 1.472082e-04 1.214190e-04 1.015086e-04
[46,] 1.716334e-04 1.416065e-04 1.145862e-04 9.242013e-05 7.542729e-05
[47,] 1.326118e-04 1.081401e-04 8.600724e-05 6.783891e-05 5.399217e-05
[48,] 9.841704e-05 7.941361e-05 6.214607e-05 4.796069e-05 3.720124e-05
[49,] 7.003662e-05 5.599009e-05 4.316970e-05 3.262734e-05 2.466148e-05
[50,] 4.772306e-05 3.784803e-05 2.879524e-05 2.134154e-05 1.572564e-05
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.191690e-06 1.357601e-06 1.501778e-06 1.568963e-06 1.529047e-06
 [2,] 2.311259e-06 2.623804e-06 2.897168e-06 3.027063e-06 2.954327e-06
 [3,] 4.277310e-06 4.826571e-06 5.311446e-06 5.545016e-06 5.416779e-06
 [4,] 7.561939e-06 8.458315e-06 9.259774e-06 9.648316e-06 9.427781e-06
 [5,] 1.278829e-05 1.413653e-05 1.536352e-05 1.595603e-05 1.558320e-05
 [6,] 2.071813e-05 2.256251e-05 2.428469e-05 2.509940e-05 2.447635e-05
 [7,] 3.220627e-05 3.444245e-05 3.661784e-05 3.759394e-05 3.656313e-05
 [8,] 4.811716e-05 5.037852e-05 5.275671e-05 5.368868e-05 5.200537e-05
 [9,] 6.920585e-05 7.074976e-05 7.277096e-05 7.323829e-05 7.054233e-05
[10,] 9.597215e-05 9.560975e-05 9.633596e-05 9.565292e-05 9.145144e-05
[11,] 1.285056e-04 1.246267e-04 1.227500e-04 1.199674e-04 1.136438e-04
[12,] 1.663490e-04 1.570820e-04 1.510464e-04 1.450336e-04 1.358977e-04
[13,] 2.084211e-04 1.919317e-04 1.801771e-04 1.697916e-04 1.571759e-04
[14,] 2.530486e-04 2.279311e-04 2.092196e-04 1.935390e-04 1.769285e-04
[15,] 2.981524e-04 2.638163e-04 2.375592e-04 2.161154e-04 1.952757e-04
[16,] 3.416009e-04 2.985345e-04 2.650138e-04 2.379488e-04 2.130044e-04
[17,] 3.816792e-04 3.314934e-04 2.918891e-04 2.599631e-04 2.313813e-04
[18,] 4.175494e-04 3.627665e-04 3.189589e-04 2.833839e-04 2.518448e-04
[19,] 4.495261e-04 3.931614e-04 3.473524e-04 3.094889e-04 2.756663e-04
[20,] 4.790096e-04 4.240572e-04 3.783230e-04 3.393310e-04 3.036506e-04
[21,] 5.080173e-04 4.569768e-04 4.128830e-04 3.734444e-04 3.359048e-04
[22,] 5.384151e-04 4.929657e-04 4.513498e-04 4.115504e-04 3.716816e-04
[23,] 5.710957e-04 5.319621e-04 4.929175e-04 4.523190e-04 4.093033e-04
[24,] 6.054068e-04 5.724008e-04 5.354267e-04 4.932870e-04 4.462091e-04
[25,] 6.390632e-04 6.112469e-04 5.754838e-04 5.310361e-04 4.791795e-04
[26,] 6.685922e-04 6.445076e-04 6.089787e-04 5.616748e-04 5.047684e-04
[27,] 6.901598e-04 6.680902e-04 6.318961e-04 5.815535e-04 5.198976e-04
[28,] 7.004914e-04 6.787335e-04 6.411917e-04 5.880291e-04 5.224775e-04
[29,] 6.975971e-04 6.747236e-04 6.354606e-04 5.800502e-04 5.118740e-04
[30,] 6.811223e-04 6.561985e-04 6.152016e-04 5.583762e-04 4.890652e-04
[31,] 6.522999e-04 6.250036e-04 5.826252e-04 5.253704e-04 4.564302e-04
[32,] 6.135929e-04 5.842003e-04 5.411018e-04 4.844484e-04 4.172351e-04
[33,] 5.681654e-04 5.374005e-04 4.944340e-04 4.393570e-04 3.749704e-04
[34,] 5.193034e-04 4.880994e-04 4.461508e-04 3.934838e-04 3.327247e-04
[35,] 4.698836e-04 4.391334e-04 3.989750e-04 3.493558e-04 2.927415e-04
[36,] 4.219733e-04 3.923508e-04 3.545472e-04 3.084095e-04 2.562349e-04
[37,] 3.766403e-04 3.485364e-04 3.134292e-04 2.710387e-04 2.234619e-04
[38,] 3.340211e-04 3.075906e-04 2.753503e-04 2.368682e-04 1.939916e-04
[39,] 2.936292e-04 2.689029e-04 2.396115e-04 2.051545e-04 1.670743e-04
[40,] 2.548022e-04 2.318038e-04 2.055243e-04 1.751921e-04 1.420018e-04
[41,] 2.171275e-04 1.959473e-04 1.727516e-04 1.466146e-04 1.183638e-04
[42,] 1.806998e-04 1.615051e-04 1.414578e-04 1.195141e-04 9.614677e-05
[43,] 1.461337e-04 1.291279e-04 1.122430e-04 9.437046e-05 7.567248e-05
[44,] 1.143643e-04 9.972028e-05 8.591838e-05 7.184737e-05 5.742697e-05
[45,] 8.634129e-05 7.414064e-05 6.322676e-05 5.254700e-05 4.185826e-05
[46,] 6.274857e-05 5.294702e-05 4.461749e-05 3.681700e-05 2.921748e-05
[47,] 4.384154e-05 3.626721e-05 3.014107e-05 2.466369e-05 1.948718e-05
[48,] 2.943052e-05 2.381007e-05 1.947264e-05 1.577650e-05 1.240019e-05
[49,] 1.897964e-05 1.498016e-05 1.202591e-05 9.628918e-06 7.520261e-06
[50,] 1.176093e-05 9.034586e-06 7.100050e-06 5.605677e-06 4.344098e-06
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.382442e-06 1.156644e-06 8.944568e-07 6.389521e-07 4.214973e-07
 [2,] 2.677161e-06 2.246088e-06 1.742227e-06 1.248530e-06 8.263224e-07
 [3,] 4.918334e-06 4.137110e-06 3.218496e-06 2.313721e-06 1.536294e-06
 [4,] 8.574057e-06 7.229383e-06 5.640067e-06 4.067045e-06 2.709210e-06
 [5,] 1.418838e-05 1.198863e-05 9.378143e-06 6.782905e-06 4.532798e-06
 [6,] 2.229839e-05 1.887515e-05 1.480216e-05 1.073718e-05 7.198065e-06
 [7,] 3.330558e-05 2.823193e-05 2.219063e-05 1.614209e-05 1.085559e-05
 [8,] 4.732621e-05 4.015345e-05 3.162558e-05 2.306813e-05 1.556261e-05
 [9,] 6.406964e-05 5.437842e-05 4.290524e-05 3.137893e-05 2.123850e-05
[10,] 8.280461e-05 7.026025e-05 5.551944e-05 4.071245e-05 2.765218e-05
[11,] 1.024598e-04 8.685820e-05 6.872395e-05 5.053722e-05 3.446222e-05
[12,] 1.218626e-04 1.031543e-04 8.172030e-05 6.029001e-05 4.131535e-05
[13,] 1.400616e-04 1.183485e-04 9.390270e-05 6.956733e-05 4.798519e-05
[14,] 1.566312e-04 1.321377e-04 1.050942e-04 7.831094e-05 5.450874e-05
[15,] 1.718458e-04 1.448729e-04 1.156796e-04 8.691384e-05 6.126591e-05
[16,] 1.866505e-04 1.575207e-04 1.265683e-04 9.618894e-05 6.895572e-05
[17,] 2.024284e-04 1.714251e-04 1.389765e-04 1.071858e-04 7.845188e-05
[18,] 2.206383e-04 1.879378e-04 1.540838e-04 1.208936e-04 9.056043e-05
[19,] 2.424318e-04 2.080285e-04 1.726646e-04 1.379110e-04 1.057385e-04
[20,] 2.683466e-04 2.319828e-04 1.947987e-04 1.581771e-04 1.238521e-04
[21,] 2.981246e-04 2.592514e-04 2.197344e-04 1.808386e-04 1.440462e-04
[22,] 3.306565e-04 2.884582e-04 2.459271e-04 2.042926e-04 1.647753e-04
[23,] 3.640353e-04 3.175433e-04 2.712333e-04 2.263969e-04 1.840034e-04
[24,] 3.957111e-04 3.440066e-04 2.932158e-04 2.448064e-04 1.995384e-04
[25,] 4.227626e-04 3.652262e-04 3.095072e-04 2.573667e-04 2.094312e-04
[26,] 4.422878e-04 3.788297e-04 3.181788e-04 2.624883e-04 2.123472e-04
[27,] 4.518808e-04 3.830756e-04 3.180585e-04 2.594255e-04 2.078205e-04
[28,] 4.500980e-04 3.771759e-04 3.089360e-04 2.484005e-04 1.963298e-04
[29,] 4.367833e-04 3.614743e-04 2.916091e-04 2.305473e-04 1.791804e-04
[30,] 4.131394e-04 3.374142e-04 2.677462e-04 2.076889e-04 1.582294e-04
[31,] 3.815035e-04 3.072841e-04 2.395907e-04 1.820030e-04 1.355315e-04
[32,] 3.448827e-04 2.737981e-04 2.095732e-04 1.556558e-04 1.129946e-04
[33,] 3.063813e-04 2.396191e-04 1.799230e-04 1.304865e-04 9.212087e-05
[34,] 2.686719e-04 2.069459e-04 1.523676e-04 1.078024e-04 7.387406e-05
[35,] 2.336367e-04 1.772524e-04 1.279724e-04 8.830662e-05 5.867285e-05
[36,] 2.022353e-04 1.512176e-04 1.071352e-04 7.214922e-05 4.648157e-05
[37,] 1.745931e-04 1.288288e-04 8.970526e-05 5.906116e-05 3.695297e-05
[38,] 1.502484e-04 1.096011e-04 7.517767e-05 4.852690e-05 2.958104e-05
[39,] 1.284732e-04 9.284348e-05 6.290633e-05 3.995220e-05 2.383234e-05
[40,] 1.085750e-04 7.789892e-05 5.228637e-05 3.279642e-05 1.923875e-05
[41,] 9.010807e-05 6.430885e-05 4.287339e-05 2.665293e-05 1.544729e-05
[42,] 7.295381e-05 5.187520e-05 3.442699e-05 2.127466e-05 1.223077e-05
[43,] 5.727380e-05 4.062687e-05 2.688612e-05 1.655414e-05 9.469572e-06
[44,] 4.337696e-05 3.072242e-05 2.030048e-05 1.247524e-05 7.117034e-06
[45,] 3.156216e-05 2.233414e-05 1.474878e-05 9.057326e-06 5.161581e-06
[46,] 2.199353e-05 1.555488e-05 1.027217e-05 6.309330e-06 3.595747e-06
[47,] 1.464220e-05 1.035199e-05 6.839160e-06 4.203936e-06 2.397845e-06
[48,] 9.297023e-06 6.570652e-06 4.343784e-06 2.673134e-06 1.526765e-06
[49,] 5.623059e-06 3.972060e-06 2.627790e-06 1.619358e-06 9.264683e-07
[50,] 3.236927e-06 2.284638e-06 1.512469e-06 9.334417e-07 5.350637e-07
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 2.567262e-07 1.443637e-07 7.494435e-08 3.591727e-08 1.589084e-08
 [2,] 5.049765e-07 2.849176e-07 1.484123e-07 7.136936e-08 3.168404e-08
 [3,] 9.419725e-07 5.332703e-07 2.787230e-07 1.344936e-07 5.991428e-08
 [4,] 1.666655e-06 9.467167e-07 4.965135e-07 2.404168e-07 1.074783e-07
 [5,] 2.797748e-06 1.594625e-06 8.392218e-07 4.078024e-07 1.829716e-07
 [6,] 4.457627e-06 2.549490e-06 1.346543e-06 6.567441e-07 2.958019e-07
 [7,] 6.745412e-06 3.871736e-06 2.052579e-06 1.005071e-06 4.546132e-07
 [8,] 9.704090e-06 5.591051e-06 2.976193e-06 1.463836e-06 6.654026e-07
 [9,] 1.329284e-05 7.690845e-06 4.113207e-06 2.033901e-06 9.302745e-07
[10,] 1.737991e-05 1.010514e-05 5.435750e-06 2.706433e-06 1.248258e-06
[11,] 2.176996e-05 1.273667e-05 6.903904e-06 3.470192e-06 1.619695e-06
[12,] 2.627065e-05 1.549963e-05 8.492003e-06 4.327067e-06 2.055073e-06
[13,] 3.078720e-05 1.838085e-05 1.022635e-05 5.314366e-06 2.587646e-06
[14,] 3.541705e-05 2.150206e-05 1.222434e-05 6.528329e-06 3.286992e-06
[15,] 4.050642e-05 2.515823e-05 1.471933e-05 8.139669e-06 4.268337e-06
[16,] 4.663361e-05 2.980672e-05 1.805417e-05 1.039010e-05 5.690941e-06
[17,] 5.450159e-05 3.599164e-05 2.263079e-05 1.356054e-05 7.739241e-06
[18,] 6.475038e-05 4.420587e-05 2.881394e-05 1.790776e-05 1.058358e-05
[19,] 7.772878e-05 5.471505e-05 3.680291e-05 2.357632e-05 1.432365e-05
[20,] 9.328586e-05 6.738749e-05 4.650101e-05 3.050500e-05 1.892602e-05
[21,] 1.106476e-04 8.158377e-05 5.742392e-05 3.835663e-05 2.417466e-05
[22,] 1.284302e-04 9.615496e-05 6.868822e-05 4.650285e-05 2.965649e-05
[23,] 1.448107e-04 1.095753e-04 7.910597e-05 5.408609e-05 3.479860e-05
[24,] 1.578321e-04 1.201972e-04 8.738123e-05 6.015901e-05 3.895945e-05
[25,] 1.657769e-04 1.265753e-04 9.236841e-05 6.387415e-05 4.155713e-05
[26,] 1.675183e-04 1.277753e-04 9.332386e-05 6.467315e-05 4.220031e-05
[27,] 1.627525e-04 1.235788e-04 9.007619e-05 6.241805e-05 4.078181e-05
[28,] 1.520495e-04 1.145239e-04 8.306204e-05 5.742261e-05 3.750413e-05
[29,] 1.367130e-04 1.017723e-04 7.321724e-05 5.037375e-05 3.282860e-05
[30,] 1.184938e-04 8.684598e-05 6.176070e-05 4.217029e-05 2.736567e-05
[31,] 9.924337e-05 7.131713e-05 4.993926e-05 3.373095e-05 2.174231e-05
[32,] 8.059942e-05 5.653525e-05 3.880654e-05 2.582774e-05 1.648595e-05
[33,] 6.377281e-05 4.345389e-05 2.908665e-05 1.898411e-05 1.195310e-05
[34,] 4.946344e-05 3.257695e-05 2.113830e-05 1.344990e-05 8.311613e-06
[35,] 3.789294e-05 2.400697e-05 1.500245e-05 9.239792e-06 5.567485e-06
[36,] 2.891458e-05 1.755484e-05 1.049759e-05 6.207057e-06 3.616542e-06
[37,] 2.215385e-05 1.286694e-05 7.325181e-06 4.123771e-06 2.300340e-06
[38,] 1.714140e-05 9.536567e-06 5.158117e-06 2.746578e-06 1.451694e-06
[39,] 1.341534e-05 7.182555e-06 3.699582e-06 1.858990e-06 9.234635e-07
[40,] 1.058491e-05 5.492514e-06 2.712226e-06 1.290842e-06 6.012294e-07
[41,] 8.358469e-06 4.237039e-06 2.024634e-06 9.209595e-07 4.043483e-07
[42,] 6.543836e-06 3.264298e-06 1.523947e-06 6.702502e-07 2.806218e-07
[43,] 5.030930e-06 2.484118e-06 1.142326e-06 4.911557e-07 1.988020e-07
[44,] 3.766157e-06 1.848637e-06 8.424732e-07 3.572234e-07 1.414944e-07
[45,] 2.726482e-06 1.334356e-06 6.051865e-07 2.546210e-07 9.959036e-08
[46,] 1.898763e-06 9.283606e-07 4.201930e-07 1.761248e-07 6.843582e-08
[47,] 1.267063e-06 6.197117e-07 2.804204e-07 1.173949e-07 4.548724e-08
[48,] 8.078609e-07 3.955930e-07 1.791647e-07 7.503175e-08 2.905755e-08
[49,] 4.911095e-07 2.409127e-07 1.092868e-07 4.582914e-08 1.776361e-08
[50,] 2.842278e-07 1.397279e-07 6.351915e-08 2.668891e-08 1.036247e-08

> 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  
   4422.666        1.284  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1auf31257185151.ps tmp/1auf31257185151.png")
> system("convert tmp/2sqvo1257185151.ps tmp/2sqvo1257185151.png")
> system("convert tmp/3n7nn1257185151.ps tmp/3n7nn1257185151.png")
> system("convert tmp/4mr1c1257185151.ps tmp/4mr1c1257185151.png")
> system("convert tmp/5gkad1257185151.ps tmp/5gkad1257185151.png")
> system("convert tmp/6ee571257185151.ps tmp/6ee571257185151.png")
> system("convert tmp/7ljdc1257185151.ps tmp/7ljdc1257185151.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.976   1.295   2.971