R version 2.9.0 (2009-04-17)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> z <- c(1.20,1.23,1.23,1.20,1.18,1.19,1.21,1.19,1.20,1.23,1.28,1.27,1.27,1.28,1.27,1.26,1.29,1.32,1.30,1.31,1.32,1.35,1.35,1.34,1.37,1.36,1.39,1.42,1.47,1.46,1.47,1.47,1.55,1.58,1.56,1.56,1.58,1.50,1.44,1.33,1.27,1.34,1.32,1.28,1.31,1.32,1.37,1.40,1.41)
> y <- c(10881.30,11301.20,13643.90,12517.00,13981.10,14275.70,13425.00,13565.70,16216.30,12970.00,14079.90,14235.00,12213.40,12581.00,14130.40,14210.80,14378.50,13142.80,13714.70,13621.90,15379.80,13306.30,14391.20,14909.90,14025.40,12951.20,14344.30,16093.40,15413.60,14705.70,15972.80,16241.40,16626.40,17136.20,15622.90,18003.90,16136.10,14423.70,16789.40,16782.20,14133.80,12607.00,12004.50,12175.40,13268.00,12299.30,11800.60,13873.30,12315.00)
> x <- c(1023.10,1141.00,1116.30,1135.60,1210.50,1230.00,1136.50,1068.70,1372.50,1049.90,1302.20,1305.90,1173.50,1277.40,1238.60,1508.60,1423.40,1375.10,1344.10,1287.50,1446.90,1451.00,1604.40,1501.50,1522.80,1328.00,1420.50,1648.00,1631.10,1396.60,1663.40,1283.00,1582.40,1785.20,1853.60,1994.10,2042.80,1586.10,1942.40,1763.60,1819.90,1836.00,1447.50,1509.50,1661.20,1456.20,1310.90,1542.10,1537.70)
> par7 = 'USD per euro'
> par6 = 'Belgische invoer uit EU (mlj €)'
> par5 = 'Belgische invoer uit USA (mlj €)'
> 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/1lsjw1257625691.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/21fh01257625691.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/3i8um1257625691.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/4ynzp1257625691.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/5cyku1257625691.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  
   8445.116        3.914  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6kw181257625691.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]  9841.821 10029.608 10217.395 10405.182 10592.969 10780.756 10968.543
 [8] 11156.330 11344.117 11531.903 11719.690 11907.477 12095.264 12283.051
[15] 12470.838 12658.625 12846.412 13034.198 13221.985 13409.772 13597.559
[22] 13785.346 13973.133 14160.920 14348.707 14536.493 14724.280 14912.067
[29] 15099.854 15287.641 15475.428 15663.215 15851.002 16038.788 16226.575
[36] 16414.362 16602.149 16789.936 16977.723 17165.510 17353.297 17541.083
[43] 17728.870 17916.657 18104.444 18292.231 18480.018 18667.805 18855.592
[50] 19043.379

$yords
 [1] 1.106409 1.117576 1.128743 1.139910 1.151077 1.162244 1.173411 1.184578
 [9] 1.195745 1.206912 1.218079 1.229246 1.240413 1.251580 1.262747 1.273914
[17] 1.285081 1.296248 1.307415 1.318582 1.329749 1.340916 1.352083 1.363250
[25] 1.374417 1.385583 1.396750 1.407917 1.419084 1.430251 1.441418 1.452585
[33] 1.463752 1.474919 1.486086 1.497253 1.508420 1.519587 1.530754 1.541921
[41] 1.553088 1.564255 1.575422 1.586589 1.597756 1.608923 1.620090 1.631257
[49] 1.642424 1.653591

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.718829e-03 3.801543e-03 4.902524e-03 5.831368e-03 6.398859e-03
 [2,] 3.045893e-03 4.523137e-03 6.201312e-03 7.847011e-03 9.164422e-03
 [3,] 3.072808e-03 4.830412e-03 7.028024e-03 9.452194e-03 1.174477e-02
 [4,] 2.835175e-03 4.676326e-03 7.183285e-03 1.023903e-02 1.351575e-02
 [5,] 2.479229e-03 4.200189e-03 6.721768e-03 1.007467e-02 1.406517e-02
 [6,] 2.200012e-03 3.676221e-03 5.952836e-03 9.204265e-03 1.343291e-02
 [7,] 2.157327e-03 3.394631e-03 5.311107e-03 8.163874e-03 1.213733e-02
 [8,] 2.414640e-03 3.541456e-03 5.170053e-03 7.549556e-03 1.096067e-02
 [9,] 2.930505e-03 4.138660e-03 5.698912e-03 7.771850e-03 1.061599e-02
[10,] 3.604275e-03 5.070677e-03 6.831443e-03 8.920968e-03 1.147539e-02
[11,] 4.349208e-03 6.178818e-03 8.354317e-03 1.080032e-02 1.348814e-02
[12,] 5.147766e-03 7.366442e-03 1.005975e-02 1.309753e-02 1.631164e-02
[13,] 6.051194e-03 8.646233e-03 1.186565e-02 1.558471e-02 1.956469e-02
[14,] 7.122317e-03 1.009603e-02 1.382125e-02 1.821408e-02 2.303513e-02
[15,] 8.361140e-03 1.175577e-02 1.599641e-02 2.104322e-02 2.669635e-02
[16,] 9.661262e-03 1.354014e-02 1.834222e-02 2.405613e-02 3.053090e-02
[17,] 1.081694e-02 1.522004e-02 2.062491e-02 2.702835e-02 3.432230e-02
[18,] 1.157032e-02 1.647106e-02 2.246437e-02 2.953310e-02 3.759693e-02
[19,] 1.168288e-02 1.695777e-02 2.343491e-02 3.106021e-02 3.975022e-02
[20,] 1.101936e-02 1.643414e-02 2.318087e-02 3.115890e-02 4.023965e-02
[21,] 9.620182e-03 1.484589e-02 2.153379e-02 2.956063e-02 3.872930e-02
[22,] 7.719856e-03 1.239532e-02 1.861426e-02 2.628815e-02 3.517868e-02
[23,] 5.683027e-03 9.514442e-03 1.486079e-02 2.172823e-02 2.991124e-02
[24,] 3.881279e-03 6.733823e-03 1.093059e-02 1.659474e-02 2.362925e-02
[25,] 2.575830e-03 4.508600e-03 7.495085e-03 1.174404e-02 1.729483e-02
[26,] 1.860918e-03 3.091772e-03 5.033911e-03 7.914252e-03 1.187352e-02
[27,] 1.674174e-03 2.501283e-03 3.725591e-03 5.521860e-03 8.057239e-03
[28,] 1.844553e-03 2.562084e-03 3.454234e-03 4.595954e-03 6.101894e-03
[29,] 2.150843e-03 2.980817e-03 3.887298e-03 4.831542e-03 5.819616e-03
[30,] 2.382442e-03 3.430749e-03 4.581442e-03 5.703599e-03 6.676131e-03
[31,] 2.397297e-03 3.641581e-03 5.103868e-03 6.612145e-03 7.943310e-03
[32,] 2.159033e-03 3.476463e-03 5.156496e-03 7.049934e-03 8.894625e-03
[33,] 1.732360e-03 2.961258e-03 4.660488e-03 6.754725e-03 9.019922e-03
[34,] 1.236663e-03 2.245166e-03 3.752235e-03 5.773273e-03 8.179686e-03
[35,] 7.850810e-04 1.514023e-03 2.687627e-03 4.391861e-03 6.607259e-03
[36,] 4.431711e-04 9.078828e-04 1.711971e-03 2.971570e-03 4.748205e-03
[37,] 2.224359e-04 4.840723e-04 9.696586e-04 1.787889e-03 3.034559e-03
[38,] 9.926798e-05 2.294902e-04 4.883368e-04 9.564936e-04 1.724510e-03
[39,] 3.938970e-05 9.673601e-05 2.186716e-04 4.549882e-04 8.714069e-04
[40,] 1.389712e-05 3.625614e-05 8.706342e-05 1.924380e-04 3.915199e-04
[41,] 4.359486e-06 1.208213e-05 3.082110e-05 7.236896e-05 1.564085e-04
[42,] 1.215946e-06 3.579925e-06 9.701297e-06 2.419824e-05 5.555705e-05
[43,] 3.015511e-07 9.431320e-07 2.715062e-06 7.194231e-06 1.754642e-05
[44,] 6.649303e-08 2.209223e-07 6.756137e-07 1.901753e-06 4.927287e-06
[45,] 1.303643e-08 4.601233e-08 1.494806e-07 4.469838e-07 1.230258e-06
[46,] 2.272533e-09 8.520745e-09 2.940628e-08 9.341113e-08 2.731202e-07
[47,] 3.522327e-10 1.402972e-09 5.143556e-09 1.735696e-08 5.391135e-08
[48,] 4.854186e-11 2.053941e-10 7.999344e-10 2.867586e-09 9.461816e-09
[49,] 5.948015e-12 2.673595e-11 1.106150e-10 4.212386e-10 1.476515e-09
[50,] 6.480309e-13 3.094364e-12 1.360009e-11 5.501839e-11 2.048658e-10
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 6.480442e-03 6.061989e-03 5.244889e-03 4.207964e-03 3.145759e-03
 [2,] 9.881494e-03 9.843629e-03 9.070825e-03 7.749393e-03 6.162877e-03
 [3,] 1.348233e-02 1.430556e-02 1.404549e-02 1.278569e-02 1.082907e-02
 [4,] 1.650757e-02 1.865405e-02 1.951810e-02 1.894137e-02 1.710105e-02
 [5,] 1.823407e-02 2.192020e-02 2.443406e-02 2.528312e-02 2.434725e-02
 [6,] 1.836003e-02 2.339397e-02 2.772961e-02 3.057206e-02 3.140139e-02
 [7,] 1.720467e-02 2.300818e-02 2.884006e-02 3.377791e-02 3.695227e-02
 [8,] 1.560094e-02 2.142564e-02 2.801797e-02 3.458186e-02 4.010938e-02
 [9,] 1.453929e-02 1.976664e-02 2.625727e-02 3.356190e-02 4.082429e-02
[10,] 1.476397e-02 1.913708e-02 2.487053e-02 3.195240e-02 3.992259e-02
[11,] 1.652729e-02 2.021292e-02 2.496366e-02 3.113161e-02 3.875024e-02
[12,] 1.960493e-02 2.307558e-02 2.707429e-02 3.211781e-02 3.865073e-02
[13,] 2.353585e-02 2.734802e-02 3.112320e-02 3.530662e-02 4.053651e-02
[14,] 2.792261e-02 3.251782e-02 3.665649e-02 4.053475e-02 4.473036e-02
[15,] 3.258003e-02 3.821370e-02 4.318476e-02 4.737099e-02 5.109627e-02
[16,] 3.742610e-02 4.422384e-02 5.034683e-02 5.537682e-02 5.929158e-02
[17,] 4.222830e-02 5.025796e-02 5.775953e-02 6.408709e-02 6.885975e-02
[18,] 4.645399e-02 5.570473e-02 6.471985e-02 7.272357e-02 7.901717e-02
[19,] 4.937161e-02 5.965988e-02 7.011785e-02 7.998332e-02 8.835144e-02
[20,] 5.031083e-02 6.124022e-02 7.274886e-02 8.426497e-02 9.488615e-02
[21,] 4.887723e-02 5.992937e-02 7.182140e-02 8.430121e-02 9.672546e-02
[22,] 4.503049e-02 5.571492e-02 6.726775e-02 7.974316e-02 9.292652e-02
[23,] 3.909158e-02 4.902131e-02 5.967926e-02 7.126319e-02 8.395473e-02
[24,] 3.174320e-02 4.060093e-02 5.003450e-02 6.018127e-02 7.140608e-02
[25,] 2.397371e-02 3.146140e-02 3.947559e-02 4.798233e-02 5.728536e-02
[26,] 1.688783e-02 2.275539e-02 2.919398e-02 3.603101e-02 4.338335e-02
[27,] 1.142041e-02 1.556418e-02 2.031559e-02 2.548382e-02 3.103100e-02
[28,] 8.092642e-03 1.063845e-02 1.371748e-02 1.723475e-02 2.111917e-02
[29,] 6.916557e-03 8.225864e-03 9.842591e-03 1.181489e-02 1.415445e-02
[30,] 7.443015e-03 8.045393e-03 8.609471e-03 9.297378e-03 1.025651e-02
[31,] 8.897322e-03 9.378106e-03 9.439840e-03 9.272432e-03 9.135500e-03
[32,] 1.037756e-02 1.123981e-02 1.138045e-02 1.090703e-02 1.010457e-02
[33,] 1.110699e-02 1.263356e-02 1.331771e-02 1.309524e-02 1.216020e-02
[34,] 1.067625e-02 1.284826e-02 1.428189e-02 1.471726e-02 1.416413e-02
[35,] 9.153609e-03 1.168377e-02 1.375500e-02 1.496976e-02 1.513287e-02
[36,] 6.985431e-03 9.464980e-03 1.181994e-02 1.362506e-02 1.454436e-02
[37,] 4.741638e-03 6.822373e-03 9.043274e-03 1.105482e-02 1.249077e-02
[38,] 2.862208e-03 4.373761e-03 6.155630e-03 7.984902e-03 9.561605e-03
[39,] 1.536301e-03 2.493520e-03 3.726767e-03 5.131644e-03 6.517304e-03
[40,] 7.332286e-04 1.264097e-03 2.006544e-03 2.933595e-03 3.953442e-03
[41,] 3.111594e-04 5.698272e-04 9.607078e-04 1.491549e-03 2.133646e-03
[42,] 1.174095e-04 2.283980e-04 4.090176e-04 6.744192e-04 1.024296e-03
[43,] 3.939101e-05 8.139957e-05 1.548418e-04 2.711755e-04 4.373492e-04
[44,] 1.175069e-05 2.579461e-05 5.212214e-05 9.695755e-05 1.660702e-04
[45,] 3.116736e-06 7.267913e-06 1.560046e-05 3.082551e-05 5.607741e-05
[46,] 7.350338e-07 1.820805e-06 4.151745e-06 8.714217e-06 1.683831e-05
[47,] 1.541289e-07 4.055909e-07 9.824235e-07 2.190430e-06 4.495827e-06
[48,] 2.873618e-08 8.033089e-08 2.066994e-07 4.895627e-07 1.067360e-06
[49,] 4.763691e-09 1.414644e-08 3.866798e-08 9.728888e-08 2.253187e-07
[50,] 7.021448e-10 2.215037e-09 6.431826e-09 1.719061e-08 4.229244e-08
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.212118e-03 1.490344e-03 9.941327e-04 6.889521e-04 5.188897e-04
 [2,] 4.597133e-03 3.262506e-03 2.259694e-03 1.589568e-03 1.188564e-03
 [3,] 8.587258e-03 6.447468e-03 4.674660e-03 3.377981e-03 2.534255e-03
 [4,] 1.444001e-02 1.150756e-02 8.788762e-03 6.592225e-03 5.023217e-03
 [5,] 2.191789e-02 1.858294e-02 1.501909e-02 1.179101e-02 9.233776e-03
 [6,] 3.015552e-02 2.724109e-02 2.337188e-02 1.932157e-02 1.570611e-02
 [7,] 3.783852e-02 3.643454e-02 3.323855e-02 2.904855e-02 2.469215e-02
 [8,] 4.368232e-02 4.477857e-02 4.343594e-02 4.019970e-02 3.589839e-02
 [9,] 4.697502e-02 5.105806e-02 5.254224e-02 5.146836e-02 4.837567e-02
[10,] 4.788079e-02 5.470384e-02 5.939198e-02 6.138071e-02 6.067299e-02
[11,] 4.735400e-02 5.599579e-02 6.349025e-02 6.877886e-02 7.124004e-02
[12,] 4.674898e-02 5.592511e-02 6.516576e-02 7.320828e-02 7.892473e-02
[13,] 4.734600e-02 5.582589e-02 6.543168e-02 7.505840e-02 8.335830e-02
[14,] 5.000879e-02 5.696222e-02 6.564782e-02 7.542211e-02 8.507186e-02
[15,] 5.509544e-02 6.024335e-02 6.714038e-02 7.575411e-02 8.530983e-02
[16,] 6.258412e-02 6.614917e-02 7.093302e-02 7.748706e-02 8.564531e-02
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[29,] 4.000829e-03 2.200332e-03 1.116498e-03 5.223733e-04 2.252567e-04
[30,] 6.495393e-03 3.805945e-03 2.058181e-03 1.026407e-03 4.717875e-04
[31,] 9.847719e-03 6.134828e-03 3.529192e-03 1.872845e-03 9.162038e-04
[32,] 1.385758e-02 9.153582e-03 5.589309e-03 3.150438e-03 1.637687e-03
[33,] 1.803833e-02 1.258733e-02 8.135061e-03 4.859518e-03 2.679467e-03
[34,] 2.174602e-02 1.594434e-02 1.086245e-02 6.855676e-03 4.000305e-03
[35,] 2.445351e-02 1.868965e-02 1.333991e-02 8.854302e-03 5.448572e-03
[36,] 2.600227e-02 2.049173e-02 1.518651e-02 1.052589e-02 6.793849e-03
[37,] 2.662772e-02 2.137014e-02 1.625319e-02 1.164533e-02 7.819138e-03
[38,] 2.670959e-02 2.161160e-02 1.666730e-02 1.219549e-02 8.423874e-03
[39,] 2.644057e-02 2.150295e-02 1.668854e-02 1.233694e-02 8.660979e-03
[40,] 2.570114e-02 2.110096e-02 1.648413e-02 1.225620e-02 8.670260e-03
[41,] 2.425309e-02 2.024103e-02 1.601455e-02 1.201512e-02 8.556189e-03
[42,] 2.206482e-02 1.877074e-02 1.512836e-02 1.153160e-02 8.312792e-03
[43,] 1.945303e-02 1.678054e-02 1.377050e-02 1.070362e-02 7.860041e-03
[44,] 1.690271e-02 1.460898e-02 1.210171e-02 9.554405e-03 7.153170e-03
[45,] 1.473295e-02 1.261903e-02 1.041670e-02 8.259690e-03 6.258702e-03
[46,] 1.290993e-02 1.095569e-02 8.942922e-03 7.035512e-03 5.326935e-03
[47,] 1.115340e-02 9.496244e-03 7.705432e-03 5.995571e-03 4.491596e-03
[48,] 9.214382e-03 8.012971e-03 6.565727e-03 5.104094e-03 3.790826e-03
[49,] 7.078990e-03 6.385625e-03 5.377512e-03 4.250009e-03 3.173006e-03
[50,] 4.959861e-03 4.689826e-03 4.114805e-03 3.361108e-03 2.567798e-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  
  7.480e-01    4.207e-05  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7d7mw1257625691.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]  824.4169  853.3367  882.2564  911.1761  940.0958  969.0155  997.9352
 [8] 1026.8550 1055.7747 1084.6944 1113.6141 1142.5338 1171.4535 1200.3733
[15] 1229.2930 1258.2127 1287.1324 1316.0521 1344.9718 1373.8916 1402.8113
[22] 1431.7310 1460.6507 1489.5704 1518.4901 1547.4099 1576.3296 1605.2493
[29] 1634.1690 1663.0887 1692.0084 1720.9282 1749.8479 1778.7676 1807.6873
[36] 1836.6070 1865.5267 1894.4465 1923.3662 1952.2859 1981.2056 2010.1253
[43] 2039.0450 2067.9648 2096.8845 2125.8042 2154.7239 2183.6436 2212.5633
[50] 2241.4831

$yords
 [1] 1.106409 1.117576 1.128743 1.139910 1.151077 1.162244 1.173411 1.184578
 [9] 1.195745 1.206912 1.218079 1.229246 1.240413 1.251580 1.262747 1.273914
[17] 1.285081 1.296248 1.307415 1.318582 1.329749 1.340916 1.352083 1.363250
[25] 1.374417 1.385583 1.396750 1.407917 1.419084 1.430251 1.441418 1.452585
[33] 1.463752 1.474919 1.486086 1.497253 1.508420 1.519587 1.530754 1.541921
[41] 1.553088 1.564255 1.575422 1.586589 1.597756 1.608923 1.620090 1.631257
[49] 1.642424 1.653591

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 5.134523e-02 6.550558e-02 7.708963e-02 8.358036e-02 8.340113e-02
 [2,] 6.218758e-02 8.315251e-02 1.029137e-01 1.176374e-01 1.240147e-01
 [3,] 7.088193e-02 9.875111e-02 1.280108e-01 1.538182e-01 1.709173e-01
 [4,] 7.674396e-02 1.104674e-01 1.490807e-01 1.875269e-01 2.189828e-01
 [5,] 7.985276e-02 1.174988e-01 1.636727e-01 2.142001e-01 2.617601e-01
 [6,] 8.080713e-02 1.202269e-01 1.710071e-01 2.308143e-01 2.933338e-01
 [7,] 8.019910e-02 1.197457e-01 1.720277e-01 2.368681e-01 3.102893e-01
 [8,] 7.817890e-02 1.170487e-01 1.685857e-01 2.342163e-01 3.127724e-01
 [9,] 7.444000e-02 1.124459e-01 1.622627e-01 2.257824e-01 3.039604e-01
[10,] 6.861540e-02 1.056198e-01 1.536365e-01 2.139551e-01 2.881863e-01
[11,] 6.073803e-02 9.620628e-02 1.424451e-01 1.997129e-01 2.688722e-01
[12,] 5.139762e-02 8.437530e-02 1.283736e-01 1.829273e-01 2.475360e-01
[13,] 4.152237e-02 7.096039e-02 1.117384e-01 1.633530e-01 2.242451e-01
[14,] 3.201723e-02 5.713414e-02 9.357079e-02 1.413903e-01 1.987826e-01
[15,] 2.352724e-02 4.397800e-02 7.520713e-02 1.181317e-01 1.714717e-01
[16,] 1.640500e-02 3.225405e-02 5.784253e-02 9.492944e-02 1.432352e-01
[17,] 1.078350e-02 2.240711e-02 4.234935e-02 7.301079e-02 1.152484e-01
[18,] 6.640133e-03 1.464133e-02 2.930671e-02 5.337099e-02 8.869818e-02
[19,] 3.825115e-03 8.955612e-03 1.904082e-02 3.679448e-02 6.475192e-02
[20,] 2.089105e-03 5.149443e-03 1.159573e-02 2.379749e-02 4.450008e-02
[21,] 1.134073e-03 2.860352e-03 6.706844e-03 1.449448e-02 2.872550e-02
[22,] 6.745171e-04 1.649952e-03 3.860798e-03 8.537357e-03 1.763260e-02
[23,] 4.826131e-04 1.101773e-03 2.434535e-03 5.217130e-03 1.076154e-02
[24,] 4.048895e-04 8.885703e-04 1.842252e-03 3.676209e-03 7.156294e-03
[25,] 3.558352e-04 7.953439e-04 1.630910e-03 3.117066e-03 5.669723e-03
[26,] 3.003095e-04 7.091334e-04 1.511908e-03 2.933330e-03 5.246640e-03
[27,] 2.338161e-04 5.924530e-04 1.346615e-03 2.754551e-03 5.100918e-03
[28,] 1.654386e-04 4.523990e-04 1.107036e-03 2.427302e-03 4.780675e-03
[29,] 1.058242e-04 3.129304e-04 8.273242e-04 1.956614e-03 4.143796e-03
[30,] 6.108647e-05 1.954753e-04 5.590555e-04 1.429351e-03 3.268538e-03
[31,] 3.180197e-05 1.101525e-04 3.409498e-04 9.431752e-04 2.332396e-03
[32,] 1.492869e-05 5.597522e-05 1.875425e-04 5.615112e-04 1.502538e-03
[33,] 6.318528e-06 2.564720e-05 9.302104e-05 3.014762e-04 8.731426e-04
[34,] 2.411157e-06 1.059513e-05 4.160041e-05 1.459510e-04 4.575643e-04
[35,] 8.295565e-07 3.946265e-06 1.677390e-05 6.370784e-05 2.162088e-04
[36,] 2.573212e-07 1.325187e-06 6.097953e-06 2.507254e-05 9.211413e-05
[37,] 7.196367e-08 4.012148e-07 1.998688e-06 8.896468e-06 3.538340e-05
[38,] 1.814509e-08 1.095179e-07 5.906295e-07 2.846088e-06 1.225428e-05
[39,] 4.124890e-09 2.695265e-08 1.573598e-07 8.208966e-07 3.826377e-06
[40,] 8.454219e-10 5.980336e-09 3.779903e-08 2.134703e-07 1.077204e-06
[41,] 1.562219e-10 1.196347e-09 8.186065e-09 5.004892e-08 2.734117e-07
[42,] 2.602663e-11 2.157726e-10 1.598371e-09 1.057937e-08 6.256692e-08
[43,] 3.909318e-12 3.508671e-11 2.813760e-10 2.016195e-09 1.290863e-08
[44,] 5.294096e-13 5.143951e-12 4.465854e-11 3.464281e-10 2.401174e-09
[45,] 6.463833e-14 6.799209e-13 6.390421e-12 5.366625e-11 4.026938e-10
[46,] 7.115335e-15 8.102647e-14 8.244442e-13 7.495426e-12 6.088821e-11
[47,] 7.061696e-16 8.705704e-15 9.589623e-14 9.438432e-13 8.300418e-12
[48,] 6.318717e-17 8.433098e-16 1.005653e-14 1.071544e-13 1.020172e-12
[49,] 5.097488e-18 7.365085e-17 9.508285e-16 1.096799e-14 1.130456e-13
[50,] 3.707594e-19 5.799319e-18 8.105218e-17 1.012169e-15 1.129387e-14
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 7.651529e-02 6.446123e-02 4.979701e-02 3.522189e-02 2.278045e-02
 [2,] 1.204364e-01 1.076174e-01 8.836122e-02 6.656710e-02 4.595035e-02
 [3,] 1.753410e-01 1.658547e-01 1.444588e-01 1.156960e-01 8.508628e-02
 [4,] 2.367670e-01 2.365977e-01 2.181894e-01 1.854275e-01 1.450245e-01
 [5,] 2.974076e-01 3.132657e-01 3.052849e-01 2.748040e-01 2.281641e-01
 [6,] 3.487481e-01 3.860938e-01 3.967581e-01 3.776052e-01 3.322679e-01
 [7,] 3.835952e-01 4.444828e-01 4.803144e-01 4.823593e-01 4.490962e-01
 [8,] 3.984683e-01 4.802153e-01 5.434663e-01 5.744130e-01 5.648602e-01
 [9,] 3.946076e-01 4.901767e-01 5.773720e-01 6.397744e-01 6.629377e-01
[10,] 3.769331e-01 4.771540e-01 5.797363e-01 6.694355e-01 7.283200e-01
[11,] 3.514957e-01 4.481606e-01 5.552518e-01 6.622857e-01 7.522358e-01
[12,] 3.229499e-01 4.111887e-01 5.132286e-01 6.250908e-01 7.349268e-01
[13,] 2.934681e-01 3.722603e-01 4.636912e-01 5.694559e-01 6.851475e-01
[14,] 2.633283e-01 3.342636e-01 4.140715e-01 5.073731e-01 6.165754e-01
[15,] 2.322130e-01 2.976302e-01 3.679648e-01 4.476306e-01 5.429633e-01
[16,] 2.001055e-01 2.617241e-01 3.258279e-01 3.944570e-01 4.743262e-01
[17,] 1.674632e-01 2.258574e-01 2.864320e-01 3.481666e-01 4.154222e-01
[18,] 1.350889e-01 1.897199e-01 2.480869e-01 3.066748e-01 3.662746e-01
[19,] 1.041004e-01 1.536003e-01 2.094819e-01 2.670438e-01 3.237750e-01
[20,] 7.593180e-02 1.185863e-01 1.703491e-01 2.268639e-01 2.836534e-01
[21,] 5.209921e-02 8.651117e-02 1.318565e-01 1.853864e-01 2.424696e-01
[22,] 3.372280e-02 5.943403e-02 9.638130e-02 1.440151e-01 1.991655e-01
[23,] 2.110187e-02 3.885837e-02 6.660927e-02 1.057854e-01 1.555290e-01
[24,] 1.362540e-02 2.516044e-02 4.443080e-02 7.402841e-02 1.152884e-01
[25,] 1.003197e-02 1.752543e-02 3.025250e-02 5.096914e-02 8.234875e-02
[26,] 8.824552e-03 1.432090e-02 2.298980e-02 3.696854e-02 5.915841e-02
[27,] 8.642112e-03 1.363508e-02 2.056787e-02 3.059691e-02 4.593435e-02
[28,] 8.497967e-03 1.375466e-02 2.059541e-02 2.926707e-02 4.082843e-02
[29,] 7.875190e-03 1.348548e-02 2.097202e-02 3.005601e-02 4.068926e-02
[30,] 6.691362e-03 1.228715e-02 2.031508e-02 3.046938e-02 4.204468e-02
[31,] 5.158498e-03 1.021323e-02 1.813615e-02 2.899486e-02 4.204838e-02
[32,] 3.594237e-03 7.689781e-03 1.472913e-02 2.530826e-02 3.916593e-02
[33,] 2.260143e-03 5.230229e-03 1.082616e-02 2.006645e-02 3.337802e-02
[34,] 1.281935e-03 3.210068e-03 7.186716e-03 1.439402e-02 2.582301e-02
[35,] 6.556858e-04 1.777042e-03 4.304850e-03 9.324639e-03 1.807306e-02
[36,] 3.023991e-04 8.871215e-04 2.325849e-03 5.450902e-03 1.142426e-02
[37,] 1.257472e-04 3.993259e-04 1.133224e-03 2.874214e-03 6.517017e-03
[38,] 4.714533e-05 1.620723e-04 4.978701e-04 1.366768e-03 3.353615e-03
[39,] 1.593658e-05 5.930820e-05 1.972234e-04 5.860668e-04 1.556406e-03
[40,] 4.856958e-06 1.956766e-05 7.044159e-05 2.265939e-04 6.513617e-04
[41,] 1.334579e-06 5.820719e-06 2.268401e-05 7.899177e-05 2.457983e-04
[42,] 3.306234e-07 1.561083e-06 6.586065e-06 2.482781e-05 8.363224e-05
[43,] 7.384672e-08 3.774721e-07 1.724027e-06 7.035775e-06 2.565634e-05
[44,] 1.487091e-08 8.229115e-08 4.068863e-07 1.797625e-06 7.096353e-06
[45,] 2.699924e-09 1.617446e-08 8.657876e-08 4.140926e-07 1.769663e-06
[46,] 4.419498e-10 2.866249e-09 1.660955e-08 8.600136e-08 3.978852e-07
[47,] 6.522331e-11 4.579381e-10 2.872853e-09 1.610359e-08 8.065589e-08
[48,] 8.678393e-12 6.596391e-11 4.479978e-10 2.718616e-09 1.474086e-08
[49,] 1.041078e-12 8.566699e-12 6.298630e-11 4.137909e-10 2.428948e-09
[50,] 1.125993e-13 1.003065e-12 7.984080e-12 5.678356e-11 3.608466e-10
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.346399e-02 7.277892e-03 3.611669e-03 1.661940e-03 7.268412e-04
 [2,] 2.903986e-02 1.681037e-02 8.940452e-03 4.403767e-03 2.045450e-03
 [3,] 5.740594e-02 3.553671e-02 2.023360e-02 1.066710e-02 5.282481e-03
 [4,] 1.042769e-01 6.892402e-02 4.195738e-02 2.365607e-02 1.250284e-02
 [5,] 1.745408e-01 1.229802e-01 7.992407e-02 4.813589e-02 2.714493e-02
 [6,] 2.699772e-01 2.024535e-01 1.402532e-01 9.011104e-02 5.417043e-02
 [7,] 3.870002e-01 3.084072e-01 2.274163e-01 1.556533e-01 9.963222e-02
 [8,] 5.155043e-01 4.360072e-01 3.417716e-01 2.488746e-01 1.694138e-01
 [9,] 6.397747e-01 5.736318e-01 4.774799e-01 3.695176e-01 2.672103e-01
[10,] 7.417498e-01 7.041811e-01 6.218778e-01 5.110571e-01 3.922613e-01
[11,] 8.058842e-01 8.087174e-01 7.570715e-01 6.602987e-01 5.376758e-01
[12,] 8.238815e-01 8.715277e-01 8.637497e-01 7.991095e-01 6.902001e-01
[13,] 7.972446e-01 8.848046e-01 9.262336e-01 9.081920e-01 8.319317e-01
[14,] 7.363722e-01 8.509643e-01 9.370028e-01 9.719439e-01 9.438588e-01
[15,] 6.566058e-01 7.815000e-01 8.988502e-01 9.827819e-01 1.010393e+00
[16,] 5.731545e-01 6.928966e-01 8.237076e-01 9.432620e-01 1.023495e+00
[17,] 4.971004e-01 6.014836e-01 7.286621e-01 8.651069e-01 9.849134e-01
[18,] 4.336488e-01 5.192744e-01 6.308655e-01 7.655343e-01 9.056278e-01
[19,] 3.824745e-01 4.519175e-01 5.431991e-01 6.623117e-01 8.026552e-01
[20,] 3.394418e-01 3.988263e-01 4.718644e-01 5.692224e-01 6.942916e-01
[21,] 2.990627e-01 3.550314e-01 4.162609e-01 4.932424e-01 5.953435e-01
[22,] 2.570841e-01 3.141214e-01 3.709501e-01 4.341264e-01 5.138439e-01
[23,] 2.123447e-01 2.713291e-01 3.289987e-01 3.864209e-01 4.503034e-01
[24,] 1.670907e-01 2.255492e-01 2.854104e-01 3.430719e-01 3.996812e-01
[25,] 1.256577e-01 1.794265e-01 2.391696e-01 2.990309e-01 3.550966e-01
[26,] 9.235381e-02 1.376792e-01 1.930955e-01 2.532361e-01 3.114595e-01
[27,] 6.969017e-02 1.047596e-01 1.519381e-01 2.083068e-01 2.673659e-01
[28,] 5.763690e-02 8.305798e-02 1.199848e-01 1.685973e-01 2.247704e-01
[29,] 5.387832e-02 7.221914e-02 9.933703e-02 1.379262e-01 1.872070e-01
[30,] 5.469255e-02 6.946660e-02 8.929705e-02 1.180019e-01 1.577930e-01
[31,] 5.610359e-02 7.057988e-02 8.672341e-02 1.078613e-01 1.378427e-01
[32,] 5.502159e-02 7.121153e-02 8.707249e-02 1.042039e-01 1.263162e-01
[33,] 5.004321e-02 6.820662e-02 8.585200e-02 1.024454e-01 1.200642e-01
[34,] 4.159887e-02 6.046957e-02 8.007057e-02 9.824683e-02 1.148189e-01
[35,] 3.138921e-02 4.899133e-02 6.910017e-02 8.901548e-02 1.067130e-01
[36,] 2.143036e-02 3.604175e-02 5.452613e-02 7.468443e-02 9.373460e-02
[37,] 1.321680e-02 2.399893e-02 3.909440e-02 5.735842e-02 7.636541e-02
[38,] 7.357084e-03 1.443908e-02 2.538298e-02 4.006381e-02 5.704033e-02
[39,] 3.694608e-03 7.842377e-03 1.489650e-02 2.535792e-02 3.879534e-02
[40,] 1.673410e-03 3.843178e-03 7.893797e-03 1.451381e-02 2.393019e-02
[41,] 6.835069e-04 1.698782e-03 3.774738e-03 7.502989e-03 1.335545e-02
[42,] 2.517396e-04 6.771928e-04 1.628295e-03 3.500792e-03 6.734582e-03
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[36,] 1.128631e-01 1.107964e-01 1.162328e-01 1.299639e-01 1.508963e-01
[37,] 1.064957e-01 9.762609e-02 9.525900e-02 1.020918e-01 1.188633e-01
[38,] 1.085562e-01 9.578187e-02 8.673827e-02 8.570359e-02 9.562364e-02
[39,] 1.121840e-01 9.942098e-02 8.673745e-02 7.899219e-02 8.100365e-02
[40,] 1.116254e-01 1.023733e-01 8.994431e-02 7.846065e-02 7.354540e-02
[41,] 1.038898e-01 1.000190e-01 9.117295e-02 7.969906e-02 7.062120e-02
[42,] 8.925659e-02 9.059715e-02 8.696224e-02 7.863538e-02 6.892178e-02
[43,] 7.045765e-02 7.531569e-02 7.653582e-02 7.283921e-02 6.544329e-02
[44,] 5.107975e-02 5.726797e-02 6.161361e-02 6.218823e-02 5.853674e-02
[45,] 3.406876e-02 3.982819e-02 4.522857e-02 4.850925e-02 4.837701e-02
[46,] 2.096553e-02 2.538220e-02 3.026875e-02 3.444690e-02 3.656387e-02
[47,] 1.194628e-02 1.486728e-02 1.849609e-02 2.225073e-02 2.515203e-02
[48,] 6.327992e-03 8.034144e-03 1.034728e-02 1.308552e-02 1.571952e-02
[49,] 3.130027e-03 4.023048e-03 5.318406e-03 7.020652e-03 8.926397e-03
[50,] 1.453249e-03 1.875965e-03 2.522541e-03 3.446729e-03 4.611459e-03
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 6.617562e-09 1.350245e-09 2.461684e-10 4.010101e-11 5.836888e-12
 [2,] 3.942640e-08 8.708826e-09 1.718853e-09 3.031257e-10 4.776507e-11
 [3,] 2.117864e-07 5.064366e-08 1.082086e-08 2.065879e-09 3.524140e-10
 [4,] 1.025745e-06 2.655311e-07 6.141939e-08 1.269421e-08 2.344298e-09
 [5,] 4.479483e-06 1.255288e-06 3.143268e-07 7.032898e-08 1.406041e-08
 [6,] 1.763950e-05 5.350910e-06 1.450453e-06 3.513201e-07 7.603584e-08
 [7,] 6.264033e-05 2.056827e-05 6.035265e-06 1.582456e-06 3.707590e-07
 [8,] 2.006301e-04 7.130255e-05 2.264651e-05 6.427700e-06 1.630231e-06
 [9,] 5.797172e-04 2.229616e-04 7.664495e-05 2.354669e-05 6.464551e-06
[10,] 1.511764e-03 6.290803e-04 2.340194e-04 7.781196e-05 2.312278e-05
[11,] 3.560193e-03 1.602317e-03 6.448845e-04 2.320353e-04 7.462512e-05
[12,] 7.579283e-03 3.687287e-03 1.604948e-03 6.247372e-04 2.174145e-04
[13,] 1.461028e-02 7.676198e-03 3.611215e-03 1.520103e-03 5.722694e-04
[14,] 2.556776e-02 1.448667e-02 7.358791e-03 3.347508e-03 1.362664e-03
[15,] 4.078404e-02 2.486549e-02 1.361782e-02 6.687548e-03 2.941463e-03
[16,] 5.966461e-02 3.901419e-02 2.298292e-02 1.216509e-02 5.775119e-03
[17,] 8.076569e-02 5.637565e-02 3.560285e-02 2.026353e-02 1.036544e-02
[18,] 1.023773e-01 7.581064e-02 5.108883e-02 3.116183e-02 1.713510e-02
[19,] 1.232792e-01 9.613515e-02 6.873312e-02 4.473392e-02 2.635767e-02
[20,] 1.431149e-01 1.166482e-01 8.791863e-02 6.074689e-02 3.820566e-02
[21,] 1.621137e-01 1.372127e-01 1.083702e-01 7.908683e-02 5.287725e-02
[22,] 1.804814e-01 1.578275e-01 1.299760e-01 9.973569e-02 7.061987e-02
[23,] 1.980953e-01 1.781373e-01 1.523177e-01 1.224143e-01 9.148347e-02
[24,] 2.147953e-01 1.974152e-01 1.744050e-01 1.461864e-01 1.148915e-01
[25,] 2.309134e-01 2.150772e-01 1.949754e-01 1.694835e-01 1.394124e-01
[26,] 2.473819e-01 2.312171e-01 2.131744e-01 1.906925e-01 1.630841e-01
[27,] 2.650872e-01 2.465755e-01 2.290125e-01 2.089005e-01 1.841978e-01
[28,] 2.837668e-01 2.618145e-01 2.431513e-01 2.241838e-01 2.019821e-01
[29,] 3.011739e-01 2.765367e-01 2.561169e-01 2.371899e-01 2.166539e-01
[30,] 3.132275e-01 2.887285e-01 2.674805e-01 2.483335e-01 2.288209e-01
[31,] 3.153835e-01 2.951447e-01 2.755823e-01 2.571848e-01 2.387334e-01
[32,] 3.046885e-01 2.926464e-01 2.780900e-01 2.624766e-01 2.459402e-01
[33,] 2.813490e-01 2.798432e-01 2.731987e-01 2.627728e-01 2.495632e-01
[34,] 2.487817e-01 2.579928e-01 2.607820e-01 2.574453e-01 2.490061e-01
[35,] 2.120918e-01 2.304611e-01 2.426455e-01 2.472950e-01 2.446315e-01
[36,] 1.760319e-01 2.010654e-01 2.215462e-01 2.342190e-01 2.378420e-01
[37,] 1.437337e-01 1.724958e-01 1.996274e-01 2.199571e-01 2.302540e-01
[38,] 1.166958e-01 1.458787e-01 1.774834e-01 2.048137e-01 2.223472e-01
[39,] 9.545156e-02 1.215053e-01 1.545866e-01 1.874815e-01 2.126359e-01
[40,] 8.001868e-02 9.978434e-02 1.306116e-01 1.662755e-01 1.982887e-01
[41,] 6.978628e-02 8.148262e-02 1.064361e-01 1.408514e-01 1.770342e-01
[42,] 6.325379e-02 6.716066e-02 8.396946e-02 1.130134e-01 1.490267e-01
[43,] 5.822114e-02 5.650148e-02 6.505337e-02 8.598637e-02 1.172522e-01
[44,] 5.255761e-02 4.825237e-02 5.041762e-02 6.278238e-02 8.618301e-02
[45,] 4.508197e-02 4.086659e-02 3.947532e-02 4.489023e-02 5.970259e-02
[46,] 3.594569e-02 3.331970e-02 3.095041e-02 3.205712e-02 3.968788e-02
[47,] 2.629869e-02 2.550443e-02 2.372556e-02 2.300669e-02 2.591047e-02
[48,] 1.753432e-02 1.802181e-02 1.730984e-02 1.637792e-02 1.691289e-02
[49,] 1.062041e-02 1.164091e-02 1.176698e-02 1.128039e-02 1.104907e-02
[50,] 5.838126e-03 6.838449e-03 7.351213e-03 7.332588e-03 7.100559e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 7.591191e-13 8.821475e-14 9.159538e-15 8.497846e-16 7.044433e-17
 [2,] 6.725138e-12 8.460481e-13 9.510212e-14 9.551871e-15 8.572129e-16
 [3,] 5.371622e-11 7.315792e-12 8.902643e-13 9.680102e-14 9.404658e-15
 [4,] 3.868347e-10 5.703514e-11 7.513842e-12 8.844743e-13 9.302739e-14
 [5,] 2.511707e-09 4.009092e-10 5.717769e-11 7.286373e-12 8.296579e-13
 [6,] 1.470432e-08 2.540856e-09 3.923016e-10 5.412095e-11 6.671360e-12
 [7,] 7.761917e-08 1.451973e-08 2.426921e-09 3.624598e-10 4.836918e-11
 [8,] 3.694615e-07 7.481830e-08 1.353812e-08 2.188863e-09 3.162170e-10
 [9,] 1.585947e-06 3.476702e-07 6.810280e-08 1.192001e-08 1.864222e-09
[10,] 6.140449e-06 1.457153e-06 3.089864e-07 5.854570e-08 9.912084e-09
[11,] 2.144973e-05 5.509723e-06 1.264691e-06 2.594013e-07 4.754248e-08
[12,] 6.763148e-05 1.880281e-05 4.671663e-06 1.037222e-06 2.057815e-07
[13,] 1.926192e-04 5.795347e-05 1.558402e-05 3.745078e-06 8.042601e-07
[14,] 4.961238e-04 1.615030e-04 4.699629e-05 1.222294e-05 2.841019e-06
[15,] 1.157849e-03 4.076637e-04 1.283391e-04 3.611785e-05 9.084938e-06
[16,] 2.455852e-03 9.347075e-04 3.182271e-04 9.687792e-05 2.636515e-05
[17,] 4.756363e-03 1.955296e-03 7.194799e-04 2.368311e-04 6.971114e-05
[18,] 8.470024e-03 3.756306e-03 1.492556e-03 5.308838e-04 1.689285e-04
[19,] 1.400282e-02 6.688192e-03 2.866254e-03 1.100624e-03 3.783374e-04
[20,] 2.175254e-02 1.116641e-02 5.153336e-03 2.133869e-03 7.916987e-04
[21,] 3.216404e-02 1.770413e-02 8.783505e-03 3.916867e-03 1.566931e-03
[22,] 4.575543e-02 2.694346e-02 1.434576e-02 6.880699e-03 2.965125e-03
[23,] 6.296096e-02 3.957896e-02 2.258000e-02 1.163507e-02 5.396506e-03
[24,] 8.374384e-02 5.607141e-02 3.421862e-02 1.892013e-02 9.437132e-03
[25,] 1.071999e-01 7.621407e-02 4.963725e-02 2.940061e-02 1.575197e-02
[26,] 1.315468e-01 9.884735e-02 6.845628e-02 4.331700e-02 2.487870e-02
[27,] 1.546922e-01 1.220601e-01 8.940335e-02 6.017625e-02 3.692675e-02
[28,] 1.750811e-01 1.438980e-01 1.106733e-01 7.875620e-02 5.137771e-02
[29,] 1.922031e-01 1.631335e-01 1.306512e-01 9.754162e-02 6.719380e-02
[30,] 2.063819e-01 1.795199e-01 1.484945e-01 1.153502e-01 8.324475e-02
[31,] 2.180731e-01 1.933598e-01 1.641198e-01 1.316707e-01 9.876434e-02
[32,] 2.272737e-01 2.048130e-01 1.776444e-01 1.464318e-01 1.134502e-01
[33,] 2.334886e-01 2.135614e-01 1.888305e-01 1.594387e-01 1.271083e-01
[34,] 2.362316e-01 2.190894e-01 1.970601e-01 1.700478e-01 1.391931e-01
[35,] 2.356843e-01 2.213320e-01 2.018813e-01 1.774461e-01 1.487509e-01
[36,] 2.330088e-01 2.211818e-01 2.036891e-01 1.813631e-01 1.549362e-01
[37,] 2.299099e-01 2.203965e-01 2.039899e-01 1.826622e-01 1.577597e-01
[38,] 2.274468e-01 2.207115e-01 2.049076e-01 1.833107e-01 1.584972e-01
[39,] 2.247610e-01 2.224489e-01 2.079664e-01 1.855472e-01 1.593675e-01
[40,] 2.188149e-01 2.234931e-01 2.126778e-01 1.904918e-01 1.624756e-01
[41,] 2.057600e-01 2.196464e-01 2.158948e-01 1.968863e-01 1.684238e-01
[42,] 1.833028e-01 2.066108e-01 2.127528e-01 2.008929e-01 1.753352e-01
[43,] 1.524597e-01 1.825485e-01 1.990516e-01 1.975037e-01 1.790847e-01
[44,] 1.174165e-01 1.494968e-01 1.737334e-01 1.830643e-01 1.749950e-01
[45,] 8.360554e-02 1.126286e-01 1.397963e-01 1.574273e-01 1.602438e-01
[46,] 5.536135e-02 7.789456e-02 1.030112e-01 1.243037e-01 1.355332e-01
[47,] 3.457375e-02 4.962547e-02 6.934268e-02 8.958499e-02 1.049212e-01
[48,] 2.080931e-02 2.941624e-02 4.271706e-02 5.878357e-02 7.395553e-02
[49,] 1.235972e-02 1.651175e-02 2.424242e-02 3.514117e-02 4.735076e-02
[50,] 7.347636e-03 8.986916e-03 1.284015e-02 1.921896e-02 2.753633e-02
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 5.217757e-18 3.453223e-19 2.042054e-20 1.078972e-21 5.093965e-23
 [2,] 6.873685e-17 4.924856e-18 3.152821e-19 1.803455e-20 9.217530e-22
 [3,] 8.164075e-16 6.332482e-17 4.388769e-18 2.717766e-19 1.503780e-20
 [4,] 8.742538e-15 7.341205e-16 5.508065e-17 3.692592e-18 2.211906e-19
 [5,] 8.440889e-14 7.673270e-15 6.232681e-16 4.523452e-17 2.933379e-18
 [6,] 7.347934e-13 7.231354e-14 6.358816e-15 4.996131e-16 3.507474e-17
 [7,] 5.767403e-12 6.144632e-13 5.849437e-14 4.975462e-15 3.781430e-16
 [8,] 4.081840e-11 4.707945e-12 4.851880e-13 4.467765e-14 3.675987e-15
 [9,] 2.605102e-10 3.252805e-11 3.629069e-12 3.617718e-13 3.222389e-14
[10,] 1.499492e-09 2.026896e-10 2.448072e-11 2.641924e-12 2.547539e-13
[11,] 7.785848e-09 1.139309e-09 1.489652e-10 1.740336e-11 1.816716e-12
[12,] 3.648073e-08 5.778804e-09 8.179446e-10 1.034469e-10 1.169009e-11
[13,] 1.543364e-07 2.646464e-08 4.054911e-09 5.551473e-10 6.791178e-11
[14,] 5.901061e-07 1.095283e-07 1.816560e-08 2.692100e-09 3.564899e-10
[15,] 2.042272e-06 4.102684e-07 7.364874e-08 1.181384e-08 1.693319e-09
[16,] 6.413294e-06 1.394219e-06 2.708619e-07 4.702299e-08 7.294668e-09
[17,] 1.834404e-05 4.314625e-06 9.069769e-07 1.703808e-07 2.860196e-08
[18,] 4.806887e-05 1.222831e-05 2.780556e-06 5.650773e-07 1.026271e-07
[19,] 1.163501e-04 3.199797e-05 7.867325e-06 1.729024e-06 3.396195e-07
[20,] 2.629458e-04 7.813048e-05 2.076084e-05 4.931976e-06 1.047300e-06
[21,] 5.616056e-04 1.801779e-04 5.171347e-05 1.327295e-05 3.045650e-06
[22,] 1.145972e-03 3.967319e-04 1.229300e-04 3.407367e-05 8.445459e-06
[23,] 2.247620e-03 8.392589e-04 2.806453e-04 8.398279e-05 2.247923e-05
[24,] 4.233345e-03 1.704289e-03 6.148943e-04 1.986276e-04 5.740925e-05
[25,] 7.604453e-03 3.299075e-03 1.283843e-03 4.475995e-04 1.396889e-04
[26,] 1.290713e-02 6.028218e-03 2.528632e-03 9.510933e-04 3.204254e-04
[27,] 2.053639e-02 1.030662e-02 4.653820e-03 1.886675e-03 6.857293e-04
[28,] 3.050801e-02 1.640209e-02 7.953652e-03 3.469243e-03 1.358537e-03
[29,] 4.236028e-02 2.428399e-02 1.259932e-02 5.895564e-03 2.481742e-03
[30,] 5.531440e-02 3.359979e-02 1.855279e-02 9.272348e-03 4.180918e-03
[31,] 6.862667e-02 4.383878e-02 2.558632e-02 1.357660e-02 6.523971e-03
[32,] 8.185354e-02 5.457624e-02 3.341615e-02 1.869076e-02 9.509210e-03
[33,] 9.476873e-02 6.556943e-02 4.183733e-02 2.449192e-02 1.309819e-02
[34,] 1.069848e-01 7.657112e-02 5.070026e-02 3.089901e-02 1.726212e-02
[35,] 1.176667e-01 8.701022e-02 5.969652e-02 3.778574e-02 2.197244e-02
[36,] 1.257173e-01 9.589378e-02 6.814279e-02 4.479291e-02 2.709682e-02
[37,] 1.304197e-01 1.021600e-01 7.503995e-02 5.122147e-02 3.226424e-02
[38,] 1.321053e-01 1.053306e-01 7.950016e-02 5.619106e-02 3.684538e-02
[39,] 1.323325e-01 1.060178e-01 8.131599e-02 5.905708e-02 4.015004e-02
[40,] 1.333352e-01 1.058858e-01 8.127943e-02 5.984568e-02 4.177787e-02
[41,] 1.368833e-01 1.069669e-01 8.097930e-02 5.940171e-02 4.190986e-02
[42,] 1.430456e-01 1.105775e-01 8.209409e-02 5.909774e-02 4.133071e-02
[43,] 1.495609e-01 1.163328e-01 8.546547e-02 6.019218e-02 4.112035e-02
[44,] 1.524158e-01 1.218575e-01 9.040150e-02 6.311339e-02 4.213183e-02
[45,] 1.476156e-01 1.235752e-01 9.466122e-02 6.703117e-02 4.449023e-02
[46,] 1.332705e-01 1.183624e-01 9.530999e-02 7.002000e-02 4.737597e-02
[47,] 1.107222e-01 1.051938e-01 9.012054e-02 6.985827e-02 4.927087e-02
[48,] 8.398298e-02 8.576487e-02 7.874814e-02 6.511059e-02 4.862342e-02
[49,] 5.789416e-02 6.370759e-02 6.295739e-02 5.588138e-02 4.461321e-02
[50,] 3.619084e-02 4.294712e-02 4.578012e-02 4.378116e-02 3.757552e-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  
  0.8719387    0.0003237  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1lsjw1257625691.ps tmp/1lsjw1257625691.png")
> system("convert tmp/21fh01257625691.ps tmp/21fh01257625691.png")
> system("convert tmp/3i8um1257625691.ps tmp/3i8um1257625691.png")
> system("convert tmp/4ynzp1257625691.ps tmp/4ynzp1257625691.png")
> system("convert tmp/5cyku1257625691.ps tmp/5cyku1257625691.png")
> system("convert tmp/6kw181257625691.ps tmp/6kw181257625691.png")
> system("convert tmp/7d7mw1257625691.ps tmp/7d7mw1257625691.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.934   1.291   2.656