R version 2.8.1 (2008-12-22)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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

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

Type 'demo()' for some demos, 'help()' for on-line help, or
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Type 'q()' to quit R.

> z <- c(160,171.4,192,231.2,250.8,268.4,266.9,268.5,268.2,265.3,253.8,243.4,213.6,221,227.3,221.6,222.1,232.2,229.6,238.9,238.2,223.9,215,211.1,210.6,206.6,207,201.7,204.5,204.5,195.1,205.5,187.5,173.5,172.3,167.5,157.5,151.1,148.5,147.9,145.6,139.8,138.9,141.4,148.7,150.9,147.3,144.5,134,135.1,131.4,128.4,127.6,127.4,124,123.5,128,129.9,127.6,121.8)
> y <- c(8892.49,9880.36,13386.49,13642.24,9960.04,9216,13432.81,11902.81,13759.29,12056.04,12723.84,12254.49,10000,12836.89,14981.76,12656.25,10857.64,8556.25,13735.84,11946.49,11257.21,14113.44,11088.09,11236,10404,12746.41,13572.25,13179.04,10100.25,7293.16,13133.16,12078.01,10140.49,13340.25,10140.49,9801,10465.29,11837.44,11214.81,12814.24,9158.49,6544.81,12973.21,9623.61,10567.84,10962.09,9196.81,8949.16,10322.56,10795.21,12166.09,13018.81,9370.24,7638.76,12409.96,9486.76,10588.41,12701.29,9409,9044.01)
> x <- c(85,96.1,113.6,116.8,102.7,106.8,124.2,117.8,121.6,117.9,111.4,109.8,92.6,104.9,120.3,109.1,93.1,87.3,106.9,102.1,102.4,113.3,100.6,103.5,93.7,102.6,108.1,105.9,87.1,81.8,103.8,95.8,92.7,101.1,88,92.8,89.7,95.6,95.2,96.9,79.2,73.5,99.7,87.8,91.3,93.9,90,89.8,88.9,104.2,110.8,110.5,87.1,89.2,96.5,95.4,101,107.6,93.8,93.8)
> par7 = 'Prijsindexcijfer van de industriële grondstoffen'
> par6 = 'Kwadraat van Totale industriële activiteit'
> par5 = 'Activiteit in de metallurgie'
> 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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997
> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/rcomp/tmp/1oj8g1257174416.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/2yvyj1257174416.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/30li21257174416.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/4bxwp1257174416.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/rcomp/tmp/503gy1257174416.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$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  
      -2548          138  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/6rjkj1257174416.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]  5491.480  5706.656  5921.832  6137.008  6352.183  6567.359  6782.535
 [8]  6997.710  7212.886  7428.062  7643.237  7858.413  8073.589  8288.765
[15]  8503.940  8719.116  8934.292  9149.467  9364.643  9579.819  9794.994
[22] 10010.170 10225.346 10440.521 10655.697 10870.873 11086.049 11301.224
[29] 11516.400 11731.576 11946.751 12161.927 12377.103 12592.278 12807.454
[36] 13022.630 13237.805 13452.981 13668.157 13883.333 14098.508 14313.684
[43] 14528.860 14744.035 14959.211 15174.387 15389.562 15604.738 15819.914
[50] 16035.090

$yords
 [1] 100.7974 104.6485 108.4996 112.3508 116.2019 120.0530 123.9041 127.7553
 [9] 131.6064 135.4575 139.3086 143.1598 147.0109 150.8620 154.7132 158.5643
[17] 162.4154 166.2665 170.1177 173.9688 177.8199 181.6711 185.5222 189.3733
[25] 193.2244 197.0756 200.9267 204.7778 208.6289 212.4801 216.3312 220.1823
[33] 224.0335 227.8846 231.7357 235.5868 239.4380 243.2891 247.1402 250.9914
[41] 254.8425 258.6936 262.5447 266.3959 270.2470 274.0981 277.9492 281.8004
[49] 285.6515 289.5026

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.088638e-06 1.909377e-06 3.171006e-06 4.941432e-06 7.171776e-06
 [2,] 1.527337e-06 2.605611e-06 4.265624e-06 6.640273e-06 9.736242e-06
 [3,] 2.141840e-06 3.509322e-06 5.559807e-06 8.480343e-06 1.235120e-05
 [4,] 3.005357e-06 4.738857e-06 7.202160e-06 1.058672e-05 1.502014e-05
 [5,] 4.144734e-06 6.383103e-06 9.367722e-06 1.321360e-05 1.801225e-05
 [6,] 5.489415e-06 8.402797e-06 1.210757e-05 1.656312e-05 2.170521e-05
 [7,] 6.881750e-06 1.059395e-05 1.523002e-05 2.056038e-05 2.626384e-05
 [8,] 8.186027e-06 1.270031e-05 1.836818e-05 2.481058e-05 3.142769e-05
 [9,] 9.460390e-06 1.466664e-05 2.129011e-05 2.889903e-05 3.669861e-05
[10,] 1.107603e-05 1.688500e-05 2.430134e-05 3.293398e-05 4.194399e-05
[11,] 1.365239e-05 2.021573e-05 2.842818e-05 3.795296e-05 4.803139e-05
[12,] 1.776355e-05 2.564821e-05 3.511354e-05 4.576460e-05 5.691811e-05
[13,] 2.352527e-05 3.368871e-05 4.543206e-05 5.808630e-05 7.085937e-05
[14,] 3.029975e-05 4.379378e-05 5.918995e-05 7.532209e-05 9.097242e-05
[15,] 3.675173e-05 5.424201e-05 7.447709e-05 9.569406e-05 1.159406e-04
[16,] 4.131415e-05 6.264997e-05 8.809440e-05 1.154052e-04 1.417678e-04
[17,] 4.285434e-05 6.694719e-05 9.678846e-05 1.299822e-04 1.630123e-04
[18,] 4.116158e-05 6.627845e-05 9.866144e-05 1.361749e-04 1.750167e-04
[19,] 3.696177e-05 6.128949e-05 9.391824e-05 1.333118e-04 1.758898e-04
[20,] 3.147747e-05 5.364691e-05 8.450892e-05 1.232833e-04 1.670212e-04
[21,] 2.585198e-05 4.516303e-05 7.298063e-05 1.092547e-04 1.518761e-04
[22,] 2.080396e-05 3.712229e-05 6.136623e-05 9.408321e-05 1.340267e-04
[23,] 1.665198e-05 3.016415e-05 5.078734e-05 7.950002e-05 1.158327e-04
[24,] 1.356124e-05 2.461092e-05 4.180735e-05 6.638167e-05 9.849723e-05
[25,] 1.174769e-05 2.083791e-05 3.501405e-05 5.555460e-05 8.304970e-05
[26,] 1.147616e-05 1.935432e-05 3.126213e-05 4.828927e-05 7.116659e-05
[27,] 1.287694e-05 2.055350e-05 3.138686e-05 4.604692e-05 6.505793e-05
[28,] 1.572913e-05 2.433694e-05 3.562304e-05 4.967679e-05 6.647861e-05
[29,] 1.936706e-05 2.987794e-05 4.313604e-05 5.862124e-05 7.553948e-05
[30,] 2.279209e-05 3.569715e-05 5.197780e-05 7.063507e-05 9.005759e-05
[31,] 2.496644e-05 4.006094e-05 5.955304e-05 8.223247e-05 1.058473e-04
[32,] 2.516828e-05 4.155282e-05 6.343787e-05 8.973304e-05 1.179052e-04
[33,] 2.324267e-05 3.956618e-05 6.221178e-05 9.049893e-05 1.220510e-04
[34,] 1.962580e-05 3.448534e-05 5.592603e-05 8.383009e-05 1.163542e-04
[35,] 1.513742e-05 2.747274e-05 4.598984e-05 7.110765e-05 1.017152e-04
[36,] 1.065673e-05 1.998411e-05 3.454889e-05 5.513393e-05 8.134125e-05
[37,] 6.841910e-06 1.326044e-05 2.368260e-05 3.902177e-05 5.940472e-05
[38,] 4.001981e-06 8.017732e-06 1.479574e-05 2.517768e-05 3.956232e-05
[39,] 2.130136e-06 4.412057e-06 8.414164e-06 1.479017e-05 2.399304e-05
[40,] 1.030407e-06 2.206771e-06 4.349862e-06 7.899361e-06 1.323214e-05
[41,] 4.523581e-07 1.001857e-06 2.041445e-06 3.830712e-06 6.627066e-06
[42,] 1.799803e-07 4.122771e-07 8.685732e-07 1.684419e-06 3.010079e-06
[43,] 6.481124e-08 1.535781e-07 3.345875e-07 6.707170e-07 1.238350e-06
[44,] 2.109636e-08 5.172248e-08 1.165488e-07 2.415542e-07 4.608860e-07
[45,] 6.200003e-09 1.573037e-08 3.666947e-08 7.859318e-08 1.550042e-07
[46,] 1.643434e-09 4.315763e-09 1.041001e-08 2.307833e-08 4.706001e-08
[47,] 3.925477e-10 1.067180e-09 2.664093e-09 6.110481e-09 1.288612e-08
[48,] 8.442481e-11 2.376480e-10 6.141177e-10 1.457632e-09 3.179822e-09
[49,] 1.633772e-11 4.762652e-11 1.274252e-10 3.130515e-10 7.066171e-10
[50,] 2.843206e-12 8.584761e-12 2.378494e-11 6.049437e-11 1.413179e-10
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 9.640810e-06 1.195724e-05 1.364738e-05 1.430966e-05 1.376881e-05
 [2,] 1.333588e-05 1.695568e-05 1.992024e-05 2.155814e-05 2.144741e-05
 [3,] 1.701265e-05 2.196478e-05 2.639053e-05 2.935160e-05 3.010770e-05
 [4,] 2.042831e-05 2.638700e-05 3.206698e-05 3.637123e-05 3.826796e-05
 [5,] 2.373682e-05 3.008993e-05 3.637889e-05 4.154639e-05 4.443059e-05
 [6,] 2.743906e-05 3.355173e-05 3.957197e-05 4.469179e-05 4.787936e-05
 [7,] 3.202474e-05 3.757259e-05 4.261276e-05 4.669738e-05 4.917361e-05
 [8,] 3.757140e-05 4.273279e-05 4.662196e-05 4.908924e-05 4.996897e-05
 [9,] 4.371290e-05 4.907797e-05 5.229463e-05 5.329449e-05 5.229565e-05
[10,] 5.016614e-05 5.641393e-05 5.984873e-05 6.022242e-05 5.786109e-05
[11,] 5.751540e-05 6.508400e-05 6.960590e-05 7.049546e-05 6.787444e-05
[12,] 6.759064e-05 7.657907e-05 8.268234e-05 8.502497e-05 8.333946e-05
[13,] 8.289679e-05 9.327700e-05 1.010205e-04 1.052133e-04 1.052521e-04
[14,] 1.051496e-04 1.171499e-04 1.264043e-04 1.323004e-04 1.341903e-04
[15,] 1.336693e-04 1.480617e-04 1.588941e-04 1.660970e-04 1.693873e-04
[16,] 1.646925e-04 1.827474e-04 1.956925e-04 2.039738e-04 2.079918e-04
[17,] 1.922996e-04 2.153550e-04 2.313801e-04 2.409852e-04 2.452870e-04
[18,] 2.107170e-04 2.395624e-04 2.597103e-04 2.713763e-04 2.760689e-04
[19,] 2.167686e-04 2.512131e-04 2.761288e-04 2.908093e-04 2.965858e-04
[20,] 2.109846e-04 2.498918e-04 2.795439e-04 2.980325e-04 3.059346e-04
[21,] 1.966992e-04 2.384418e-04 2.722003e-04 2.949008e-04 3.059914e-04
[22,] 1.778968e-04 2.208588e-04 2.577802e-04 2.846932e-04 2.998190e-04
[23,] 1.574212e-04 2.001787e-04 2.391760e-04 2.699333e-04 2.895789e-04
[24,] 1.367108e-04 1.778667e-04 2.176025e-04 2.513495e-04 2.754441e-04
[25,] 1.168690e-04 1.548703e-04 1.935595e-04 2.287266e-04 2.563524e-04
[26,] 9.984371e-05 1.331345e-04 1.686115e-04 2.028578e-04 2.320434e-04
[27,] 8.857780e-05 1.161249e-04 1.463445e-04 1.769328e-04 2.048143e-04
[28,] 8.593446e-05 1.078215e-04 1.316041e-04 1.561702e-04 1.796318e-04
[29,] 9.310670e-05 1.108047e-04 1.284244e-04 1.458103e-04 1.624108e-04
[30,] 1.084843e-04 1.245872e-04 1.378691e-04 1.486213e-04 1.574222e-04
[31,] 1.276227e-04 1.451024e-04 1.569408e-04 1.632303e-04 1.651668e-04
[32,] 1.444093e-04 1.656483e-04 1.790967e-04 1.840601e-04 1.816871e-04
[33,] 1.530170e-04 1.789730e-04 1.962234e-04 2.029419e-04 1.996167e-04
[34,] 1.498848e-04 1.797224e-04 2.013578e-04 2.118402e-04 2.106263e-04
[35,] 1.348858e-04 1.662564e-04 1.910910e-04 2.056638e-04 2.083747e-04
[36,] 1.111570e-04 1.410329e-04 1.666235e-04 1.839847e-04 1.907570e-04
[37,] 8.370374e-05 1.094032e-04 1.329996e-04 1.508917e-04 1.604388e-04
[38,] 5.749906e-05 7.745385e-05 9.694433e-05 1.130972e-04 1.234604e-04
[39,] 3.597739e-05 4.996203e-05 6.440795e-05 7.730179e-05 8.669045e-05
[40,] 2.047527e-05 2.932050e-05 3.894140e-05 4.809815e-05 5.543670e-05
[41,] 1.058428e-05 1.563254e-05 2.139532e-05 2.720370e-05 3.223536e-05
[42,] 4.963041e-06 7.562078e-06 1.066816e-05 1.396743e-05 1.702161e-05
[43,] 2.108343e-06 3.314872e-06 4.821624e-06 6.502365e-06 8.152437e-06
[44,] 8.104502e-07 1.315228e-06 1.973037e-06 2.741638e-06 3.537722e-06
[45,] 2.815957e-07 4.718196e-07 7.302269e-07 1.045891e-06 1.389555e-06
[46,] 8.834947e-08 1.528839e-07 2.441961e-07 3.606508e-07 4.935608e-07
[47,] 2.500725e-08 4.470622e-08 7.372120e-08 1.123135e-07 1.583966e-07
[48,] 6.380581e-09 1.178807e-08 2.007559e-08 3.156264e-08 4.589296e-08
[49,] 1.466473e-09 2.800731e-09 4.927770e-09 7.998227e-09 1.199565e-08
[50,] 3.034125e-10 5.992049e-10 1.089571e-09 1.826444e-09 2.826755e-09
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.214941e-05 9.827562e-06 7.287360e-06 4.958248e-06 3.108077e-06
 [2,] 1.958908e-05 1.641285e-05 1.261095e-05 8.890668e-06 5.768926e-06
 [3,] 2.841315e-05 2.463072e-05 1.959649e-05 1.430984e-05 9.611944e-06
 [4,] 3.718831e-05 3.328167e-05 2.738087e-05 2.069294e-05 1.438428e-05
 [5,] 4.418559e-05 4.065698e-05 3.449596e-05 2.693694e-05 1.936106e-05
 [6,] 4.820918e-05 4.527001e-05 3.941658e-05 3.170137e-05 2.351536e-05
 [7,] 4.932597e-05 4.668890e-05 4.135226e-05 3.405231e-05 2.597085e-05
 [8,] 4.900511e-05 4.595887e-05 4.084078e-05 3.409031e-05 2.655214e-05
 [9,] 4.957585e-05 4.534208e-05 3.977881e-05 3.319852e-05 2.613802e-05
[10,] 5.342002e-05 4.758430e-05 4.089790e-05 3.377783e-05 2.662365e-05
[11,] 6.245091e-05 5.519879e-05 4.703356e-05 3.864744e-05 3.052690e-05
[12,] 7.804560e-05 7.007208e-05 6.052542e-05 5.039446e-05 4.042147e-05
[13,] 1.010813e-04 9.325789e-05 8.278177e-05 7.079593e-05 5.833423e-05
[14,] 1.316240e-04 1.246303e-04 1.138231e-04 1.002519e-04 8.512420e-05
[15,] 1.682674e-04 1.623602e-04 1.517765e-04 1.372312e-04 1.198736e-04
[16,] 2.076845e-04 2.026636e-04 1.926830e-04 1.780184e-04 1.595136e-04
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[28,] 4.231119e-05 3.051778e-05 2.044929e-05 1.271565e-05 7.347470e-06
[29,] 5.654492e-05 4.188275e-05 2.879335e-05 1.831015e-05 1.075473e-05
[30,] 7.129254e-05 5.421619e-05 3.833113e-05 2.507909e-05 1.514340e-05
[31,] 8.351881e-05 6.496442e-05 4.712911e-05 3.170846e-05 1.971297e-05
[32,] 9.110009e-05 7.201865e-05 5.334018e-05 3.676740e-05 2.347904e-05
[33,] 9.389127e-05 7.477651e-05 5.609636e-05 3.935411e-05 2.567819e-05
[34,] 9.371930e-05 7.446907e-05 5.600171e-05 3.959295e-05 2.616755e-05
[35,] 9.318793e-05 7.341676e-05 5.480832e-05 3.860193e-05 2.553642e-05
[36,] 9.400228e-05 7.359937e-05 5.438278e-05 3.786578e-05 2.479801e-05
[37,] 9.587258e-05 7.542069e-05 5.557329e-05 3.835902e-05 2.480823e-05
[38,] 9.667558e-05 7.744053e-05 5.768112e-05 3.995499e-05 2.575749e-05
[39,] 9.373654e-05 7.722226e-05 5.885857e-05 4.148570e-05 2.704842e-05
[40,] 8.541111e-05 7.274788e-05 5.717120e-05 4.140732e-05 2.763172e-05
[41,] 7.202429e-05 6.354111e-05 5.167077e-05 3.865783e-05 2.658998e-05
[42,] 5.569624e-05 5.088581e-05 4.286601e-05 3.320323e-05 2.362057e-05
[43,] 3.929797e-05 3.713096e-05 3.239785e-05 2.599878e-05 1.915550e-05
[44,] 2.524308e-05 2.460593e-05 2.221731e-05 1.846927e-05 1.409917e-05
[45,] 1.476536e-05 1.478791e-05 1.379486e-05 1.187248e-05 9.389761e-06
[46,] 7.893312e-06 8.063306e-06 7.748602e-06 6.896516e-06 5.648659e-06
[47,] 3.896065e-06 4.001736e-06 3.939212e-06 3.618098e-06 3.066644e-06
[48,] 1.818259e-06 1.824153e-06 1.817507e-06 1.715090e-06 1.501931e-06
[49,] 8.411705e-07 7.808240e-07 7.671787e-07 7.363460e-07 6.638644e-07
[50,] 4.134249e-07 3.288510e-07 3.022910e-07 2.883419e-07 2.653620e-07

> 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  
   81.65142      0.00934  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/7uw171257174416.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]  66.01852  67.35858  68.69864  70.03870  71.37876  72.71882  74.05888
 [8]  75.39894  76.73900  78.07906  79.41912  80.75919  82.09925  83.43931
[15]  84.77937  86.11943  87.45949  88.79955  90.13961  91.47967  92.81973
[22]  94.15979  95.49985  96.83991  98.17997  99.52003 100.86009 102.20015
[29] 103.54021 104.88027 106.22033 107.56039 108.90045 110.24051 111.58057
[36] 112.92063 114.26069 115.60075 116.94081 118.28088 119.62094 120.96100
[43] 122.30106 123.64112 124.98118 126.32124 127.66130 129.00136 130.34142
[50] 131.68148

$yords
 [1] 100.7974 104.6485 108.4996 112.3508 116.2019 120.0530 123.9041 127.7553
 [9] 131.6064 135.4575 139.3086 143.1598 147.0109 150.8620 154.7132 158.5643
[17] 162.4154 166.2665 170.1177 173.9688 177.8199 181.6711 185.5222 189.3733
[25] 193.2244 197.0756 200.9267 204.7778 208.6289 212.4801 216.3312 220.1823
[33] 224.0335 227.8846 231.7357 235.5868 239.4380 243.2891 247.1402 250.9914
[41] 254.8425 258.6936 262.5447 266.3959 270.2470 274.0981 277.9492 281.8004
[49] 285.6515 289.5026

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.693377e-04 3.442401e-04 6.286113e-04 1.029274e-03 1.509958e-03
 [2,] 1.695267e-04 3.605006e-04 6.934885e-04 1.199987e-03 1.863216e-03
 [3,] 1.629310e-04 3.534448e-04 7.077315e-04 1.286508e-03 2.107364e-03
 [4,] 1.622442e-04 3.383263e-04 6.835420e-04 1.285454e-03 2.204364e-03
 [5,] 1.882573e-04 3.445682e-04 6.572328e-04 1.231511e-03 2.168629e-03
 [6,] 2.699795e-04 4.161298e-04 6.898604e-04 1.200154e-03 2.077316e-03
 [7,] 4.421652e-04 6.094654e-04 8.653283e-04 1.305642e-03 2.070158e-03
 [8,] 7.377256e-04 9.850182e-04 1.281836e-03 1.692444e-03 2.340776e-03
 [9,] 1.175128e-03 1.589217e-03 2.030094e-03 2.511699e-03 3.112720e-03
[10,] 1.746566e-03 2.431154e-03 3.157742e-03 3.875585e-03 4.587736e-03
[11,] 2.416980e-03 3.468034e-03 4.634190e-03 5.798477e-03 6.865403e-03
[12,] 3.140414e-03 4.616185e-03 6.342868e-03 8.157149e-03 9.863435e-03
[13,] 3.886867e-03 5.790802e-03 8.121656e-03 1.071097e-02 1.329493e-02
[14,] 4.658533e-03 6.951874e-03 9.840081e-03 1.319565e-02 1.674904e-02
[15,] 5.474740e-03 8.117154e-03 1.146291e-02 1.544695e-02 1.986020e-02
[16,] 6.326987e-03 9.318415e-03 1.304181e-02 1.746660e-02 2.247119e-02
[17,] 7.135291e-03 1.052257e-02 1.462259e-02 1.936410e-02 2.466874e-02
[18,] 7.746720e-03 1.157908e-02 1.612834e-02 2.119736e-02 2.664346e-02
[19,] 7.991353e-03 1.224850e-02 1.731583e-02 2.282807e-02 2.846071e-02
[20,] 7.766886e-03 1.230978e-02 1.785920e-02 2.391582e-02 2.991534e-02
[21,] 7.098109e-03 1.168134e-02 1.751901e-02 2.407763e-02 3.059414e-02
[22,] 6.133849e-03 1.047717e-02 1.628652e-02 2.311179e-02 3.011433e-02
[23,] 5.086865e-03 8.965768e-03 1.441063e-02 2.113625e-02 2.837376e-02
[24,] 4.154955e-03 7.463784e-03 1.229979e-02 1.855951e-02 2.564808e-02
[25,] 3.462234e-03 6.226597e-03 1.036669e-02 1.591823e-02 2.249045e-02
[26,] 3.037396e-03 5.381365e-03 8.896766e-03 1.368397e-02 1.951660e-02
[27,] 2.824868e-03 4.913407e-03 7.983073e-03 1.212490e-02 1.719575e-02
[28,] 2.717326e-03 4.695263e-03 7.528924e-03 1.125305e-02 1.572178e-02
[29,] 2.598556e-03 4.543810e-03 7.303626e-03 1.085117e-02 1.498105e-02
[30,] 2.384673e-03 4.289662e-03 7.034486e-03 1.056524e-02 1.461142e-02
[31,] 2.049814e-03 3.837121e-03 6.509486e-03 1.004090e-02 1.414141e-02
[32,] 1.626203e-03 3.190929e-03 5.652559e-03 9.059424e-03 1.317420e-02
[33,] 1.180378e-03 2.438697e-03 4.537596e-03 7.614292e-03 1.154452e-02
[34,] 7.797887e-04 1.701075e-03 3.336768e-03 5.890820e-03 9.371122e-03
[35,] 4.673153e-04 1.078342e-03 2.235183e-03 4.164276e-03 6.978697e-03
[36,] 2.534954e-04 6.195186e-04 1.359070e-03 2.677393e-03 4.739067e-03
[37,] 1.242775e-04 3.219559e-04 7.483149e-04 1.560939e-03 2.923205e-03
[38,] 5.500373e-05 1.511462e-04 3.724984e-04 8.235127e-04 1.633618e-03
[39,] 2.195853e-05 6.403583e-05 1.674331e-04 3.925848e-04 8.256321e-04
[40,] 7.902148e-06 2.446494e-05 6.789627e-05 1.689315e-04 3.768830e-04
[41,] 2.562118e-06 8.423755e-06 2.482218e-05 6.556178e-05 1.552362e-04
[42,] 7.481581e-07 2.612816e-06 8.176958e-06 2.293419e-05 5.765391e-05
[43,] 1.966949e-07 7.297889e-07 2.426168e-06 7.227677e-06 1.929607e-05
[44,] 4.654699e-08 1.835050e-07 6.481635e-07 2.051313e-06 5.817317e-06
[45,] 9.912998e-09 4.153017e-08 1.558730e-07 5.241477e-07 1.579212e-06
[46,] 1.899621e-09 8.458007e-09 3.373585e-08 1.205485e-07 3.859259e-07
[47,] 3.275106e-10 1.549889e-09 6.570175e-09 2.495031e-08 8.488303e-08
[48,] 5.079708e-11 2.555134e-10 1.151255e-09 4.646572e-09 1.680033e-08
[49,] 7.087202e-12 3.789394e-11 1.814816e-10 7.785415e-10 2.991832e-09
[50,] 8.894224e-13 5.055213e-12 2.573508e-11 1.173503e-10 4.793289e-10
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.983911e-03 2.334095e-03 2.458688e-03 2.318691e-03 1.957556e-03
 [2,] 2.593177e-03 3.233438e-03 3.611163e-03 3.611720e-03 3.234631e-03
 [3,] 3.100563e-03 4.091513e-03 4.839178e-03 5.128046e-03 4.867898e-03
 [4,] 3.414370e-03 4.756368e-03 5.947393e-03 6.668995e-03 6.703095e-03
 [5,] 3.501571e-03 5.122220e-03 6.750540e-03 7.994058e-03 8.495758e-03
 [6,] 3.414528e-03 5.180412e-03 7.148173e-03 8.906438e-03 9.986083e-03
 [7,] 3.299218e-03 5.046641e-03 7.179936e-03 9.335546e-03 1.099405e-02
 [8,] 3.388844e-03 4.964355e-03 7.050060e-03 9.391027e-03 1.150027e-02
 [9,] 3.980843e-03 5.286830e-03 7.123225e-03 9.383093e-03 1.169592e-02
[10,] 5.383373e-03 6.427182e-03 7.886344e-03 9.807130e-03 1.199900e-02
[11,] 7.819835e-03 8.757169e-03 9.854300e-03 1.127238e-02 1.302143e-02
[12,] 1.130962e-02 1.245693e-02 1.340495e-02 1.434597e-02 1.545017e-02
[13,] 1.558604e-02 1.736874e-02 1.857757e-02 1.931995e-02 1.982076e-02
[14,] 2.012850e-02 2.295107e-02 2.493377e-02 2.598448e-02 2.623298e-02
[15,] 2.433912e-02 2.841198e-02 3.159996e-02 3.354836e-02 3.414640e-02
[16,] 2.779300e-02 3.300239e-02 3.753753e-02 4.081722e-02 4.241443e-02
[17,] 3.040944e-02 3.632349e-02 4.194089e-02 4.660338e-02 4.961636e-02
[18,] 3.241260e-02 3.845294e-02 4.454637e-02 5.017718e-02 5.456559e-02
[19,] 3.408894e-02 3.979094e-02 4.565586e-02 5.150610e-02 5.673621e-02
[20,] 3.550793e-02 4.072103e-02 4.585513e-02 5.114072e-02 5.637533e-02
[21,] 3.641417e-02 4.132137e-02 4.561456e-02 4.982978e-02 5.425699e-02
[22,] 3.637500e-02 4.132671e-02 4.503785e-02 4.811672e-02 5.124984e-02
[23,] 3.507590e-02 4.035240e-02 4.390422e-02 4.615758e-02 4.796011e-02
[24,] 3.255505e-02 3.820373e-02 4.193347e-02 4.382443e-02 4.462149e-02
[25,] 2.923326e-02 3.505698e-02 3.906294e-02 4.096417e-02 4.122054e-02
[26,] 2.575006e-02 3.141940e-02 3.555844e-02 3.761355e-02 3.771168e-02
[27,] 2.272400e-02 2.793041e-02 3.192703e-02 3.405100e-02 3.416793e-02
[28,] 2.055262e-02 2.513045e-02 2.872106e-02 3.069875e-02 3.080405e-02
[29,] 1.930444e-02 2.328760e-02 2.634063e-02 2.796038e-02 2.790086e-02
[30,] 1.871313e-02 2.231584e-02 2.489401e-02 2.606700e-02 2.568987e-02
[31,] 1.827645e-02 2.179995e-02 2.414336e-02 2.497024e-02 2.424014e-02
[32,] 1.744698e-02 2.113958e-02 2.356426e-02 2.431605e-02 2.337965e-02
[33,] 1.585408e-02 1.978523e-02 2.253200e-02 2.353866e-02 2.269699e-02
[34,] 1.345456e-02 1.747208e-02 2.058104e-02 2.207402e-02 2.166164e-02
[35,] 1.053092e-02 1.432907e-02 1.761351e-02 1.960891e-02 1.983882e-02
[36,] 7.541855e-03 1.080085e-02 1.393659e-02 1.622887e-02 1.709335e-02
[37,] 4.917045e-03 7.433226e-03 1.010692e-02 1.237332e-02 1.365859e-02
[38,] 2.908738e-03 4.650588e-03 6.680136e-03 8.626487e-03 1.002432e-02
[39,] 1.557768e-03 2.637582e-03 4.009127e-03 5.473080e-03 6.714476e-03
[40,] 7.540689e-04 1.353365e-03 2.179353e-03 3.149809e-03 4.087506e-03
[41,] 3.295548e-04 6.273698e-04 1.071178e-03 1.640733e-03 2.255132e-03
[42,] 1.299203e-04 2.624715e-04 4.754515e-04 7.723606e-04 1.125405e-03
[43,] 4.617130e-05 9.902664e-05 1.903958e-04 3.282028e-04 5.073061e-04
[44,] 1.478397e-05 3.367233e-05 6.873986e-05 1.257883e-04 2.063557e-04
[45,] 4.263441e-06 1.031441e-05 2.236275e-05 4.345479e-05 7.568677e-05
[46,] 1.106990e-06 2.845168e-06 6.552756e-06 1.352450e-05 2.501673e-05
[47,] 2.587227e-07 7.065458e-07 1.728870e-06 3.790753e-06 7.448268e-06
[48,] 5.441870e-08 1.579227e-07 4.106087e-07 9.565789e-07 1.996845e-06
[49,] 1.029955e-08 3.176462e-08 8.776738e-08 2.172729e-07 4.819257e-07
[50,] 1.753850e-09 5.748809e-09 1.688138e-08 4.441197e-08 1.046818e-07
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.479491e-03 1.001140e-03 6.069794e-04 3.308007e-04 1.643581e-04
 [2,] 2.593938e-03 1.862717e-03 1.198387e-03 6.922939e-04 3.626503e-04
 [3,] 4.139007e-03 3.152231e-03 2.151023e-03 1.317219e-03 7.288353e-04
 [4,] 6.037670e-03 4.873136e-03 3.525128e-03 2.287939e-03 1.338761e-03
 [5,] 8.098043e-03 6.921303e-03 5.304536e-03 3.648304e-03 2.259439e-03
 [6,] 1.005890e-02 9.095794e-03 7.382013e-03 5.379769e-03 3.529210e-03
 [7,] 1.167472e-02 1.115532e-02 9.582660e-03 7.401101e-03 5.148466e-03
 [8,] 1.280713e-02 1.289838e-02 1.171723e-02 9.593386e-03 7.086320e-03
 [9,] 1.349746e-02 1.424000e-02 1.364348e-02 1.183616e-02 9.295061e-03
[10,] 1.401341e-02 1.527443e-02 1.532309e-02 1.404187e-02 1.171958e-02
[11,] 1.486087e-02 1.632142e-02 1.687744e-02 1.619415e-02 1.430394e-02
[12,] 1.672496e-02 1.793146e-02 1.863640e-02 1.840242e-02 1.701737e-02
[13,] 2.029409e-02 2.079378e-02 2.113426e-02 2.095520e-02 1.991409e-02
[14,] 2.597144e-02 2.550616e-02 2.498469e-02 2.430692e-02 2.319394e-02
[15,] 3.357836e-02 3.225295e-02 3.061437e-02 2.892907e-02 2.718431e-02
[16,] 4.222717e-02 4.054687e-02 3.794895e-02 3.503635e-02 3.218335e-02
[17,] 5.050028e-02 4.921978e-02 4.623677e-02 4.231955e-02 3.820680e-02
[18,] 5.690972e-02 5.673821e-02 5.416585e-02 4.987083e-02 4.479030e-02
[19,] 6.042733e-02 6.172441e-02 6.026765e-02 5.639957e-02 5.100672e-02
[20,] 6.081194e-02 6.342470e-02 6.341782e-02 6.065513e-02 5.573047e-02
[21,] 5.857739e-02 6.189639e-02 6.318387e-02 6.184061e-02 5.801578e-02
[22,] 5.466013e-02 5.785869e-02 5.987634e-02 5.982308e-02 5.739185e-02
[23,] 5.000185e-02 5.233794e-02 5.433790e-02 5.508867e-02 5.395759e-02
[24,] 4.526396e-02 4.630821e-02 4.761972e-02 4.852573e-02 4.829203e-02
[25,] 4.076535e-02 4.047149e-02 4.069182e-02 4.115822e-02 4.126762e-02
[26,] 3.659113e-02 3.521009e-02 3.426526e-02 3.391334e-02 3.383980e-02
[27,] 3.275072e-02 3.065906e-02 2.873663e-02 2.746300e-02 2.685120e-02
[28,] 2.928575e-02 2.681962e-02 2.422854e-02 2.215766e-02 2.088248e-02
[29,] 2.629665e-02 2.365380e-02 2.068383e-02 1.805472e-02 1.618774e-02
[30,] 2.390592e-02 2.113389e-02 1.796863e-02 1.501621e-02 1.273192e-02
[31,] 2.218635e-02 1.924287e-02 1.594646e-02 1.282647e-02 1.030248e-02
[32,] 2.107923e-02 1.793321e-02 1.450207e-02 1.127994e-02 8.635541e-03
[33,] 2.034032e-02 1.706683e-02 1.351621e-02 1.021149e-02 7.501491e-03
[34,] 1.956564e-02 1.638203e-02 1.282048e-02 9.476398e-03 6.728957e-03
[35,] 1.832194e-02 1.553469e-02 1.217990e-02 8.914907e-03 6.183234e-03
[36,] 1.633411e-02 1.421908e-02 1.133799e-02 8.344129e-03 5.736715e-03
[37,] 1.362193e-02 1.230751e-02 1.011220e-02 7.596658e-03 5.264254e-03
[38,] 1.049536e-02 9.918002e-03 8.480257e-03 6.584455e-03 4.670119e-03
[39,] 7.408703e-03 7.360476e-03 6.594542e-03 5.340436e-03 3.923835e-03
[40,] 4.765167e-03 4.994038e-03 4.709868e-03 4.002873e-03 3.072841e-03
[41,] 2.782374e-03 3.082967e-03 3.069760e-03 2.749222e-03 2.217637e-03
[42,] 1.471220e-03 1.726074e-03 1.818153e-03 1.720421e-03 1.463659e-03
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[23,] 3.247698e-02 3.080380e-02 2.811380e-02 2.463325e-02 2.071090e-02
[24,] 3.354578e-02 3.216382e-02 3.001648e-02 2.718558e-02 2.380076e-02
[25,] 3.485125e-02 3.348911e-02 3.164029e-02 2.937615e-02 2.666898e-02
[26,] 3.668258e-02 3.513635e-02 3.327416e-02 3.128889e-02 2.913174e-02
[27,] 3.902077e-02 3.724915e-02 3.515265e-02 3.310792e-02 3.118369e-02
[28,] 4.150402e-02 3.963770e-02 3.728107e-02 3.496275e-02 3.293888e-02
[29,] 4.355256e-02 4.181940e-02 3.936543e-02 3.678006e-02 3.448342e-02
[30,] 4.459228e-02 4.321372e-02 4.090900e-02 3.824637e-02 3.573166e-02
[31,] 4.425808e-02 4.338827e-02 4.144065e-02 3.893810e-02 3.640911e-02
[32,] 4.247995e-02 4.221490e-02 4.073998e-02 3.855522e-02 3.620650e-02
[33,] 3.944352e-02 3.986013e-02 3.891570e-02 3.709851e-02 3.500362e-02
[34,] 3.549268e-02 3.665394e-02 3.630119e-02 3.486151e-02 3.298559e-02
[35,] 3.104001e-02 3.294806e-02 3.326402e-02 3.225168e-02 3.055445e-02
[36,] 2.649644e-02 2.903979e-02 3.006592e-02 2.958139e-02 2.810633e-02
[37,] 2.220060e-02 2.515500e-02 2.683552e-02 2.696758e-02 2.584197e-02
[38,] 1.835119e-02 2.144499e-02 2.361615e-02 2.436981e-02 2.372853e-02
[39,] 1.498182e-02 1.797889e-02 2.041830e-02 2.169392e-02 2.159902e-02
[40,] 1.200913e-02 1.475335e-02 1.724635e-02 1.887588e-02 1.928909e-02
[41,] 9.332196e-03 1.173855e-02 1.411573e-02 1.591581e-02 1.672462e-02
[42,] 6.917150e-03 8.939458e-03 1.107734e-02 1.288215e-02 1.394198e-02
[43,] 4.813434e-03 6.425479e-03 8.235500e-03 9.905878e-03 1.106887e-02
[44,] 3.103740e-03 4.303826e-03 5.732369e-03 7.160253e-03 8.290199e-03
[45,] 1.836547e-03 2.658661e-03 3.697036e-03 4.816702e-03 5.803124e-03
[46,] 9.905362e-04 1.503005e-03 2.190836e-03 2.989505e-03 3.764090e-03
[47,] 4.847523e-04 7.732945e-04 1.185350e-03 1.699990e-03 2.245669e-03
[48,] 2.146104e-04 3.607071e-04 5.828574e-04 8.809959e-04 1.224949e-03
[49,] 8.578500e-05 1.521456e-04 2.596221e-04 4.144518e-04 6.080917e-04
[50,] 3.092025e-05 5.792889e-05 1.045201e-04 1.764899e-04 2.737809e-04
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 4.592791e-09 1.435701e-09 4.066248e-10 1.038177e-10 2.382020e-11
 [2,] 2.486539e-08 8.264927e-09 2.489213e-09 6.758584e-10 1.649148e-10
 [3,] 1.210527e-07 4.278304e-08 1.370208e-08 3.956355e-09 1.026664e-09
 [4,] 5.299290e-07 1.991423e-07 6.782152e-08 2.082526e-08 5.747148e-09
 [5,] 2.086076e-06 8.335226e-07 3.018609e-07 9.856937e-08 2.892888e-08
 [6,] 7.384493e-06 3.137168e-06 1.208111e-06 4.195184e-07 1.309383e-07
 [7,] 2.350737e-05 1.061775e-05 4.347821e-06 1.605535e-06 5.329166e-07
 [8,] 6.729860e-05 3.231583e-05 1.407046e-05 5.525255e-06 1.950343e-06
 [9,] 1.732889e-04 8.845240e-05 4.094772e-05 1.709839e-05 6.418385e-06
[10,] 4.013989e-04 2.177500e-04 1.071665e-04 4.758189e-05 1.899376e-05
[11,] 8.366821e-04 4.822101e-04 2.522538e-04 1.190788e-04 5.054517e-05
[12,] 1.570267e-03 9.609108e-04 5.341258e-04 2.680269e-04 1.209645e-04
[13,] 2.656256e-03 1.724072e-03 1.017706e-03 5.426970e-04 2.603732e-04
[14,] 4.057778e-03 2.788270e-03 1.746038e-03 9.888659e-04 5.041931e-04
[15,] 5.617994e-03 4.073222e-03 2.700728e-03 1.622742e-03 8.787604e-04
[16,] 7.096116e-03 5.396658e-03 3.775570e-03 2.401996e-03 1.379953e-03
[17,] 8.275847e-03 6.535455e-03 4.794314e-03 3.217548e-03 1.956820e-03
[18,] 9.097094e-03 7.341052e-03 5.585635e-03 3.927478e-03 2.518156e-03
[19,] 9.726786e-03 7.849361e-03 6.088947e-03 4.432475e-03 2.973185e-03
[20,] 1.051096e-02 8.312310e-03 6.431993e-03 4.760236e-03 3.296983e-03
[21,] 1.182526e-02 9.118716e-03 6.925646e-03 5.108774e-03 3.589103e-03
[22,] 1.390511e-02 1.063778e-02 7.964025e-03 5.812151e-03 4.087127e-03
[23,] 1.674079e-02 1.305891e-02 9.867729e-03 7.228550e-03 5.111727e-03
[24,] 2.007703e-02 1.629608e-02 1.273381e-02 9.587144e-03 6.948403e-03
[25,] 2.350700e-02 1.999436e-02 1.635513e-02 1.285332e-02 9.702474e-03
[26,] 2.662327e-02 2.364410e-02 2.025540e-02 1.667970e-02 1.319117e-02
[27,] 2.916722e-02 2.677037e-02 2.385028e-02 2.049387e-02 1.694615e-02
[28,] 3.110037e-02 2.911372e-02 2.667911e-02 2.371504e-02 2.036591e-02
[29,] 3.253982e-02 3.069163e-02 2.858298e-02 2.600098e-02 2.297030e-02
[30,] 3.358608e-02 3.168476e-02 2.970509e-02 2.737156e-02 2.461685e-02
[31,] 3.417314e-02 3.222358e-02 3.030116e-02 2.811159e-02 2.552744e-02
[32,] 3.407883e-02 3.224859e-02 3.050053e-02 2.851339e-02 2.609069e-02
[33,] 3.310557e-02 3.156920e-02 3.021127e-02 2.865239e-02 2.657392e-02
[34,] 3.128469e-02 3.007233e-02 2.924324e-02 2.836696e-02 2.695367e-02
[35,] 2.892537e-02 2.789440e-02 2.753282e-02 2.744144e-02 2.697764e-02
[36,] 2.646175e-02 2.540283e-02 2.526866e-02 2.582484e-02 2.638503e-02
[37,] 2.421957e-02 2.300230e-02 2.281565e-02 2.370495e-02 2.510033e-02
[38,] 2.227452e-02 2.092238e-02 2.051003e-02 2.139683e-02 2.326547e-02
[39,] 2.048017e-02 1.913755e-02 1.849134e-02 1.915596e-02 2.112123e-02
[40,] 1.860925e-02 1.744842e-02 1.668156e-02 1.706365e-02 1.885730e-02
[41,] 1.649510e-02 1.563687e-02 1.489522e-02 1.504851e-02 1.654426e-02
[42,] 1.410009e-02 1.358641e-02 1.298035e-02 1.299724e-02 1.417271e-02
[43,] 1.151074e-02 1.131799e-02 1.090059e-02 1.086026e-02 1.174116e-02
[44,] 8.895356e-03 8.958732e-03 8.735162e-03 8.688934e-03 9.315335e-03
[45,] 6.451991e-03 6.684831e-03 6.628253e-03 6.604952e-03 7.023104e-03
[46,] 4.356315e-03 4.666506e-03 4.730040e-03 4.741973e-03 5.003984e-03
[47,] 2.717425e-03 3.025162e-03 3.153257e-03 3.198214e-03 3.356305e-03
[48,] 1.555884e-03 1.808829e-03 1.950719e-03 2.015236e-03 2.112028e-03
[49,] 8.133356e-04 9.916421e-04 1.112831e-03 1.179495e-03 1.242312e-03
[50,] 3.865788e-04 4.960110e-04 5.821228e-04 6.375083e-04 6.800849e-04
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 4.902363e-12 9.040096e-13 1.492686e-13 2.206118e-14 2.917824e-15
 [2,] 3.609588e-11 7.078932e-12 1.243107e-12 1.953960e-13 2.748487e-14
 [3,] 2.389814e-10 4.984445e-11 9.308997e-12 1.556169e-12 2.327998e-13
 [4,] 1.422739e-09 3.155879e-10 6.268325e-11 1.114429e-11 1.773070e-12
 [5,] 7.616254e-09 1.796711e-09 3.795374e-10 7.176325e-11 1.214293e-11
 [6,] 3.666170e-08 9.197952e-09 2.066390e-09 4.155337e-10 7.477825e-11
 [7,] 1.586864e-07 4.234080e-08 1.011637e-08 2.163541e-09 4.140774e-10
 [8,] 6.176234e-07 1.752600e-07 4.453403e-08 1.012928e-08 2.061781e-09
 [9,] 2.161558e-06 6.523243e-07 1.762850e-07 4.264297e-08 9.231203e-09
[10,] 6.802580e-06 2.183253e-06 6.274752e-07 1.614258e-07 3.716466e-08
[11,] 1.925092e-05 6.570659e-06 2.008345e-06 5.494863e-07 1.345425e-07
[12,] 4.899098e-05 1.778232e-05 5.780265e-06 1.681918e-06 4.379765e-07
[13,] 1.121243e-04 4.327767e-05 1.496031e-05 4.629448e-06 1.282079e-06
[14,] 2.308175e-04 9.472873e-05 3.482184e-05 1.145931e-05 3.375022e-06
[15,] 4.275287e-04 1.865286e-04 7.290589e-05 2.551305e-05 7.990982e-06
[16,] 7.130229e-04 3.305916e-04 1.373620e-04 5.111051e-05 1.702331e-05
[17,] 1.072487e-03 5.280511e-04 2.331472e-04 9.221930e-05 3.265937e-05
[18,] 1.460368e-03 7.624595e-04 3.574317e-04 1.502251e-04 5.655902e-05
[19,] 1.815821e-03 1.002427e-03 4.981160e-04 2.222605e-04 8.893201e-05
[20,] 2.102063e-03 1.220283e-03 6.406677e-04 3.029899e-04 1.287786e-04
[21,] 2.356719e-03 1.425433e-03 7.862529e-04 3.930003e-04 1.773203e-04
[22,] 2.726554e-03 1.699566e-03 9.778518e-04 5.147585e-04 2.464813e-04
[23,] 3.458068e-03 2.212091e-03 1.322711e-03 7.321091e-04 3.722920e-04
[24,] 4.828160e-03 3.193523e-03 1.992793e-03 1.162469e-03 6.287051e-04
[25,] 7.023776e-03 4.855948e-03 3.184787e-03 1.965192e-03 1.131174e-03
[26,] 1.001267e-02 7.275855e-03 5.034438e-03 3.291389e-03 2.015110e-03
[27,] 1.347718e-02 1.029118e-02 7.510134e-03 5.197764e-03 3.379635e-03
[28,] 1.688099e-02 1.348863e-02 1.034666e-02 7.559968e-03 5.208411e-03
[29,] 1.967760e-02 1.633311e-02 1.308943e-02 1.004954e-02 7.310642e-03
[30,] 2.156644e-02 1.840650e-02 1.527080e-02 1.222785e-02 9.340723e-03
[31,] 2.263526e-02 1.962525e-02 1.664513e-02 1.374357e-02 1.092524e-02
[32,] 2.327595e-02 2.028549e-02 1.733847e-02 1.453281e-02 1.185316e-02
[33,] 2.391480e-02 2.088331e-02 1.779698e-02 1.488824e-02 1.221974e-02
[34,] 2.473887e-02 2.181566e-02 1.854532e-02 1.533047e-02 1.241939e-02
[35,] 2.560245e-02 2.315421e-02 1.989788e-02 1.634295e-02 1.297002e-02
[36,] 2.615579e-02 2.462626e-02 2.179513e-02 1.812187e-02 1.425898e-02
[37,] 2.607665e-02 2.578618e-02 2.384547e-02 2.047715e-02 1.634855e-02
[38,] 2.523463e-02 2.624215e-02 2.551956e-02 2.292036e-02 1.893727e-02
[39,] 2.370182e-02 2.579886e-02 2.636762e-02 2.486960e-02 2.148083e-02
[40,] 2.164966e-02 2.446533e-02 2.614942e-02 2.585495e-02 2.339662e-02
[41,] 1.923839e-02 2.237473e-02 2.484527e-02 2.563557e-02 2.424945e-02
[42,] 1.657747e-02 1.970186e-02 2.259212e-02 2.420764e-02 2.384660e-02
[43,] 1.375904e-02 1.663215e-02 1.961376e-02 2.174501e-02 2.223296e-02
[44,] 1.090853e-02 1.337389e-02 1.618437e-02 1.853165e-02 1.962928e-02
[45,] 8.196824e-03 1.016776e-02 1.261444e-02 1.491523e-02 1.636468e-02
[46,] 5.802294e-03 7.259156e-03 9.223917e-03 1.126956e-02 1.282262e-02
[47,] 3.854078e-03 4.841097e-03 6.287722e-03 7.942285e-03 9.387852e-03
[48,] 2.396796e-03 3.005605e-03 3.975659e-03 5.189745e-03 6.382686e-03
[49,] 1.393569e-03 1.734421e-03 2.323684e-03 3.128772e-03 4.007053e-03
[50,] 7.564841e-04 9.299944e-04 1.253227e-03 1.734133e-03 2.311961e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.453063e-16 3.656230e-17 3.463592e-18 2.935455e-19 2.225735e-20
 [2,] 3.459295e-15 3.895518e-16 3.924707e-17 3.537568e-18 2.852671e-19
 [3,] 3.116196e-14 3.732081e-15 3.998913e-16 3.833438e-17 3.287641e-18
 [4,] 2.524157e-13 3.215076e-14 3.663793e-15 3.735307e-16 3.406993e-17
 [5,] 1.838494e-12 2.490495e-13 3.018382e-14 3.272793e-15 3.174770e-16
 [6,] 1.204099e-11 1.734740e-12 2.236000e-13 2.578487e-14 2.660160e-15
 [7,] 7.091151e-11 1.086519e-11 1.489442e-12 1.826693e-13 2.004275e-14
 [8,] 3.755137e-10 6.119204e-11 8.921335e-12 1.163646e-12 1.357880e-13
 [9,] 1.788091e-09 3.098897e-10 4.804971e-11 6.665468e-12 8.272185e-13
[10,] 7.656125e-09 1.411155e-09 2.327058e-10 3.433175e-11 4.531424e-12
[11,] 2.947714e-08 5.778287e-09 1.013398e-09 1.590076e-10 2.232059e-11
[12,] 1.020523e-07 2.127571e-08 3.968384e-09 6.622176e-10 9.886404e-11
[13,] 3.177098e-07 7.044322e-08 1.397390e-08 2.480019e-09 3.937712e-10
[14,] 8.894751e-07 2.097437e-07 4.425046e-08 8.352341e-09 1.410433e-09
[15,] 2.239719e-06 5.616889e-07 1.260317e-07 2.530064e-08 4.544048e-09
[16,] 5.074187e-06 1.353383e-06 3.229789e-07 6.896206e-08 1.317406e-08
[17,] 1.035265e-05 2.936820e-06 7.454909e-07 1.693267e-07 3.441249e-08
[18,] 1.906636e-05 5.753449e-06 1.553896e-06 3.755953e-07 8.124766e-08
[19,] 3.188508e-05 1.023926e-05 2.944464e-06 7.581535e-07 1.747873e-07
[20,] 4.912583e-05 1.680785e-05 5.155697e-06 1.417637e-06 3.494077e-07
[21,] 7.205576e-05 2.633654e-05 8.652137e-06 2.553984e-06 6.773247e-07
[22,] 1.069526e-04 4.195822e-05 1.486091e-05 4.747909e-06 1.367597e-06
[23,] 1.729949e-04 7.317344e-05 2.809628e-05 9.773217e-06 3.074953e-06
[24,] 3.130913e-04 1.427751e-04 5.935884e-05 2.242090e-05 7.672492e-06
[25,] 6.025592e-04 2.950039e-04 1.319884e-04 5.371823e-05 1.981490e-05
[26,] 1.145210e-03 5.994010e-04 2.870309e-04 1.250880e-04 4.940555e-05
[27,] 2.044593e-03 1.140837e-03 5.828323e-04 2.710481e-04 1.142342e-04
[28,] 3.347371e-03 1.987375e-03 1.081244e-03 5.356685e-04 2.405096e-04
[29,] 4.978878e-03 3.139645e-03 1.816602e-03 9.577247e-04 4.577082e-04
[30,] 6.715521e-03 4.486563e-03 2.756283e-03 1.544732e-03 7.852408e-04
[31,] 8.238747e-03 5.806853e-03 3.777706e-03 2.246987e-03 1.213735e-03
[32,] 9.272980e-03 6.842725e-03 4.690957e-03 2.952360e-03 1.691548e-03
[33,] 9.744360e-03 7.426914e-03 5.315553e-03 3.519002e-03 2.130886e-03
[34,] 9.860587e-03 7.595507e-03 5.580750e-03 3.841497e-03 2.440396e-03
[35,] 1.004542e-02 7.609826e-03 5.590284e-03 3.918098e-03 2.573344e-03
[36,] 1.074855e-02 7.857934e-03 5.602767e-03 3.875925e-03 2.564636e-03
[37,] 1.222891e-02 8.679009e-03 5.926330e-03 3.930375e-03 2.530647e-03
[38,] 1.442310e-02 1.019983e-02 6.777455e-03 4.293172e-03 2.625527e-03
[39,] 1.695822e-02 1.226373e-02 8.174286e-03 5.073684e-03 2.973163e-03
[40,] 1.929124e-02 1.448091e-02 9.914780e-03 6.221645e-03 3.607953e-03
[41,] 2.089906e-02 1.636863e-02 1.164600e-02 7.537238e-03 4.452701e-03
[42,] 2.143170e-02 1.751098e-02 1.298745e-02 8.740983e-03 5.342904e-03
[43,] 2.077570e-02 1.766943e-02 1.364977e-02 9.568279e-03 6.084222e-03
[44,] 1.903236e-02 1.681259e-02 1.350157e-02 9.845758e-03 6.515330e-03
[45,] 1.645481e-02 1.508213e-02 1.257297e-02 9.522964e-03 6.549486e-03
[46,] 1.338388e-02 1.273435e-02 1.101802e-02 8.661293e-03 6.183982e-03
[47,] 1.019197e-02 1.008390e-02 9.066238e-03 7.401011e-03 5.485078e-03
[48,] 7.224569e-03 7.451393e-03 6.977138e-03 5.925019e-03 4.563407e-03
[49,] 4.739048e-03 5.108985e-03 4.995844e-03 4.424650e-03 3.549194e-03
[50,] 2.861393e-03 3.232160e-03 3.309863e-03 3.066048e-03 2.568454e-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  
    -52.880        2.401  

> abline(r)
> box()
> dev.off()
null device 
          1 
> system("convert tmp/1oj8g1257174416.ps tmp/1oj8g1257174416.png")
> system("convert tmp/2yvyj1257174416.ps tmp/2yvyj1257174416.png")
> system("convert tmp/30li21257174416.ps tmp/30li21257174416.png")
> system("convert tmp/4bxwp1257174416.ps tmp/4bxwp1257174416.png")
> system("convert tmp/503gy1257174416.ps tmp/503gy1257174416.png")
> system("convert tmp/6rjkj1257174416.ps tmp/6rjkj1257174416.png")
> system("convert tmp/7uw171257174416.ps tmp/7uw171257174416.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.360   1.860   3.859