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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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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> z <- c(4,3.8,4.7,4.3,3.9,4,4.3,4.8,4.4,4.3,4.7,4.7,4.9,5,4.2,4.3,4.8,4.8,4.8,4.2,4.6,4.8,4.5,4.4,4.3,3.9,3.7,4,4.1,3.7,3.8,3.8,3.8,3.3,3.3,3.3,3.2,3.4,4.2,4.9,5.1,5.5,5.6,6.4,6.1,7.1,7.8,7.9,7.4,7.5,6.8,5.2,4.7,4.1,3.9,2.6,2.7,1.8,1,0.3)
> y <- c(9.3,9.3,8.7,8.2,8.3,8.5,8.6,8.5,8.2,8.1,7.9,8.6,8.7,8.7,8.5,8.4,8.5,8.7,8.7,8.6,8.5,8.3,8,8.2,8.1,8.1,8,7.9,7.9,8,8,7.9,8,7.7,7.2,7.5,7.3,7,7,7,7.2,7.3,7.1,6.8,6.4,6.1,6.5,7.7,7.9,7.5,6.9,6.6,6.9,7.7,8,8,7.7,7.3,7.4,8.1)
> x <- c(96.8,114.1,110.3,103.9,101.6,94.6,95.9,104.7,102.8,98.1,113.9,80.9,95.7,113.2,105.9,108.8,102.3,99,100.7,115.5,100.7,109.9,114.6,85.4,100.5,114.8,116.5,112.9,102,106,105.3,118.8,106.1,109.3,117.2,92.5,104.2,112.5,122.4,113.3,100,110.7,112.8,109.8,117.3,109.1,115.9,96,99.8,116.8,115.7,99.4,94.3,91,93.2,103.1,94.1,91.8,102.7,82.6)
> par7 = 'Inflatie'
> par6 = 'Werkloosheid'
> par5 = 'Economische groei'
> 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/12gps1261148725.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/2bjbi1261148725.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/3om7e1261148725.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/4kww21261148725.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/5fs3v1261148725.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  
    9.96949     -0.02014  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6aegb1261148725.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] 5.680435 5.762866 5.845298 5.927729 6.010160 6.092591 6.175023 6.257454
 [9] 6.339885 6.422316 6.504747 6.587179 6.669610 6.752041 6.834472 6.916903
[17] 6.999335 7.081766 7.164197 7.246628 7.329060 7.411491 7.493922 7.576353
[25] 7.658784 7.741216 7.823647 7.906078 7.988509 8.070940 8.153372 8.235803
[33] 8.318234 8.400665 8.483097 8.565528 8.647959 8.730390 8.812821 8.895253
[41] 8.977684 9.060115 9.142546 9.224977 9.307409 9.389840 9.472271 9.554702
[49] 9.637134 9.719565

$yords
 [1] -0.23375902 -0.05687089  0.12001723  0.29690535  0.47379348  0.65068160
 [7]  0.82756972  1.00445785  1.18134597  1.35823409  1.53512221  1.71201034
[13]  1.88889846  2.06578658  2.24267471  2.41956283  2.59645095  2.77333908
[19]  2.95022720  3.12711532  3.30400345  3.48089157  3.65777969  3.83466782
[25]  4.01155594  4.18844406  4.36533218  4.54222031  4.71910843  4.89599655
[31]  5.07288468  5.24977280  5.42666092  5.60354905  5.78043717  5.95732529
[37]  6.13421342  6.31110154  6.48798966  6.66487779  6.84176591  7.01865403
[43]  7.19554215  7.37243028  7.54931840  7.72620652  7.90309465  8.07998277
[49]  8.25687089  8.43375902

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.253974e-14 1.787938e-13 1.950208e-12 1.627390e-11 1.039064e-10
 [2,] 1.161022e-13 1.583771e-12 1.652762e-11 1.319511e-10 8.060526e-10
 [3,] 9.783732e-13 1.276862e-11 1.274827e-10 9.737467e-10 5.691108e-09
 [4,] 7.503772e-12 9.369261e-11 8.949545e-10 6.540153e-09 3.657128e-08
 [5,] 5.238050e-11 6.257182e-10 5.718232e-09 3.997979e-08 2.138922e-07
 [6,] 3.327968e-10 3.803356e-09 3.325330e-08 2.224357e-07 1.138575e-06
 [7,] 1.924496e-09 2.104137e-08 1.760039e-07 1.126370e-06 5.516216e-06
 [8,] 1.012980e-08 1.059521e-07 8.478705e-07 5.191266e-06 2.432404e-05
 [9,] 4.853531e-08 4.856084e-07 3.717590e-06 2.177622e-05 9.762135e-05
[10,] 2.117132e-07 2.025980e-06 1.483664e-05 8.314169e-05 3.565946e-04
[11,] 8.409599e-07 7.694995e-06 5.389852e-05 2.889312e-04 1.185582e-03
[12,] 3.043251e-06 2.661379e-05 1.782531e-04 9.139776e-04 3.587803e-03
[13,] 1.004153e-05 8.385226e-05 5.367958e-04 2.632019e-03 9.883024e-03
[14,] 3.025761e-05 2.408669e-04 1.472544e-03 6.901508e-03 2.478337e-02
[15,] 8.349645e-05 6.317264e-04 3.682473e-03 1.648410e-02 5.658796e-02
[16,] 2.120731e-04 1.516797e-03 8.406605e-03 3.588872e-02 1.176889e-01
[17,] 5.000795e-04 3.349987e-03 1.756327e-02 7.131600e-02 2.230917e-01
[18,] 1.110028e-03 6.861932e-03 3.373293e-02 1.296535e-01 3.859214e-01
[19,] 2.365225e-03 1.320997e-02 6.002910e-02 2.165732e-01 6.105983e-01
[20,] 4.947134e-03 2.436092e-02 1.002434e-01 3.348684e-01 8.871674e-01
[21,] 1.033029e-02 4.400750e-02 1.600264e-01 4.851589e-01 1.192088e+00
[22,] 2.158386e-02 7.927921e-02 2.497172e-01 6.705837e-01 1.498714e+00
[23,] 4.450556e-02 1.429831e-01 3.881192e-01 9.040672e-01 1.793921e+00
[24,] 8.860649e-02 2.549646e-01 6.041434e-01 1.212286e+00 2.089711e+00
[25,] 1.668214e-01 4.399307e-01 9.314262e-01 1.628388e+00 2.417361e+00
[26,] 2.924821e-01 7.191206e-01 1.392562e+00 2.170040e+00 2.801213e+00
[27,] 4.728582e-01 1.095999e+00 1.976039e+00 2.810533e+00 3.225436e+00
[28,] 7.008382e-01 1.541440e+00 2.617712e+00 3.461418e+00 3.617490e+00
[29,] 9.491408e-01 1.988313e+00 3.202562e+00 3.985169e+00 3.865809e+00
[30,] 1.172416e+00 2.344081e+00 3.595110e+00 4.240830e+00 3.867436e+00
[31,] 1.319600e+00 2.520898e+00 3.689496e+00 4.142902e+00 3.579394e+00
[32,] 1.352636e+00 2.470463e+00 3.454437e+00 3.700979e+00 3.042815e+00
[33,] 1.262330e+00 2.204937e+00 2.947545e+00 3.016816e+00 2.366079e+00
[34,] 1.072388e+00 1.791745e+00 2.290635e+00 2.241244e+00 1.679092e+00
[35,] 8.292425e-01 1.325403e+00 1.620778e+00 1.516564e+00 1.086094e+00
[36,] 5.836370e-01 8.924273e-01 1.043968e+00 9.343609e-01 6.399003e-01
[37,] 3.738741e-01 5.469288e-01 6.120790e-01 5.240473e-01 3.432820e-01
[38,] 2.179836e-01 3.050781e-01 3.266346e-01 2.675381e-01 1.676479e-01
[39,] 1.156738e-01 1.548842e-01 1.586498e-01 1.243187e-01 7.452591e-02
[40,] 5.586731e-02 7.156761e-02 7.013480e-02 5.257887e-02 3.015468e-02
[41,] 2.455788e-02 3.009798e-02 2.821897e-02 2.023966e-02 1.110521e-02
[42,] 9.825025e-03 1.152042e-02 1.033379e-02 7.091015e-03 3.722343e-03
[43,] 3.577557e-03 4.013375e-03 3.444208e-03 2.261130e-03 1.135587e-03
[44,] 1.185629e-03 1.272508e-03 1.044789e-03 6.562253e-04 3.153086e-04
[45,] 3.576191e-04 3.672158e-04 2.884550e-04 1.733369e-04 7.968250e-05
[46,] 9.817531e-05 9.644766e-05 7.248316e-05 4.167146e-05 1.832740e-05
[47,] 2.452976e-05 2.305534e-05 1.657699e-05 9.117929e-06 3.836628e-06
[48,] 5.578198e-06 5.016040e-06 3.450516e-06 1.815780e-06 7.309871e-07
[49,] 1.154524e-06 9.932503e-07 6.536880e-07 3.291083e-07 1.267595e-07
[50,] 2.174815e-07 1.790058e-07 1.127114e-07 5.429067e-08 2.000628e-08
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.078254e-10 1.902333e-09 5.485044e-09 1.233133e-08 2.243646e-08
 [2,] 3.769285e-09 1.351232e-08 3.730426e-08 8.043349e-08 1.409843e-07
 [3,] 2.546355e-08 8.735718e-08 2.309363e-07 4.776486e-07 8.069625e-07
 [4,] 1.565641e-07 5.140330e-07 1.301316e-06 2.582457e-06 4.207484e-06
 [5,] 8.761537e-07 2.753023e-06 6.674762e-06 1.271229e-05 1.998497e-05
 [6,] 4.462560e-06 1.342014e-05 3.116419e-05 5.697613e-05 8.648110e-05
 [7,] 2.068733e-05 5.954345e-05 1.324487e-04 2.325166e-04 3.409579e-04
 [8,] 8.728574e-05 2.404606e-04 5.124105e-04 8.640164e-04 1.224811e-03
 [9,] 3.351968e-04 8.838667e-04 1.804556e-03 2.923546e-03 4.009128e-03
[10,] 1.171599e-03 2.957113e-03 5.785140e-03 9.008165e-03 1.195837e-02
[11,] 3.727208e-03 9.005134e-03 1.688320e-02 2.527652e-02 3.250579e-02
[12,] 1.079249e-02 2.496088e-02 4.485414e-02 6.459102e-02 8.052732e-02
[13,] 2.844498e-02 6.297744e-02 1.084844e-01 1.503214e-01 1.818216e-01
[14,] 6.824313e-02 1.446372e-01 2.388711e-01 3.186293e-01 3.741910e-01
[15,] 1.490476e-01 3.023915e-01 4.788623e-01 6.151668e-01 7.019619e-01
[16,] 2.964027e-01 5.755659e-01 8.740507e-01 1.081862e+00 1.200416e+00
[17,] 5.368802e-01 9.975467e-01 1.452738e+00 1.733251e+00 1.871439e+00
[18,] 8.863017e-01 1.574789e+00 2.199069e+00 2.529957e+00 2.659963e+00
[19,] 1.335041e+00 2.265776e+00 3.032657e+00 3.365145e+00 3.447215e+00
[20,] 1.838783e+00 2.974284e+00 3.812195e+00 4.079938e+00 4.073836e+00
[21,] 2.324544e+00 3.569174e+00 4.372358e+00 4.510891e+00 4.390917e+00
[22,] 2.715214e+00 3.929183e+00 4.583566e+00 4.551684e+00 4.317611e+00
[23,] 2.963000e+00 3.992718e+00 4.405477e+00 4.197395e+00 3.875011e+00
[24,] 3.071851e+00 3.784034e+00 3.903499e+00 3.545928e+00 3.176893e+00
[25,] 3.091603e+00 3.398217e+00 3.217849e+00 2.755690e+00 2.382714e+00
[26,] 3.083915e+00 2.952921e+00 2.503367e+00 1.983912e+00 1.639185e+00
[27,] 3.080584e+00 2.535977e+00 1.874061e+00 1.337968e+00 1.039259e+00
[28,] 3.062184e+00 2.178666e+00 1.378756e+00 8.589740e-01 6.123422e-01
[29,] 2.971778e+00 1.864872e+00 1.011371e+00 5.353256e-01 3.401610e-01
[30,] 2.754052e+00 1.562619e+00 7.396238e-01 3.296179e-01 1.823172e-01
[31,] 2.393226e+00 1.253818e+00 5.314349e-01 2.020885e-01 9.738841e-02
[32,] 1.925985e+00 9.453931e-01 3.673323e-01 1.226173e-01 5.370245e-02
[33,] 1.424530e+00 6.611156e-01 2.395477e-01 7.245647e-02 3.125835e-02
[34,] 9.641234e-01 4.252850e-01 1.453047e-01 4.096284e-02 1.913626e-02
[35,] 5.956232e-01 2.504694e-01 8.124351e-02 2.185665e-02 1.201402e-02
[36,] 3.354327e-01 1.346921e-01 4.165045e-02 1.092524e-02 7.494619e-03
[37,] 1.720751e-01 6.603999e-02 1.952225e-02 5.107748e-03 4.521910e-03
[38,] 8.037838e-02 2.949898e-02 8.354798e-03 2.240305e-03 2.587331e-03
[39,] 3.418039e-02 1.199946e-02 3.263552e-03 9.276674e-04 1.384998e-03
[40,] 1.323070e-02 4.444102e-03 1.164087e-03 3.653923e-04 6.872666e-04
[41,] 4.661558e-03 1.498446e-03 3.796156e-04 1.377587e-04 3.141948e-04
[42,] 1.494886e-03 4.599797e-04 1.134188e-04 4.983539e-05 1.317879e-04
[43,] 4.363234e-04 1.285634e-04 3.114888e-05 1.725505e-05 5.057825e-05
[44,] 1.159126e-04 3.272328e-05 7.901501e-06 5.679517e-06 1.772857e-05
[45,] 2.802708e-05 7.587405e-06 1.863615e-06 1.761390e-06 5.668795e-06
[46,] 6.168159e-06 1.603408e-06 4.120832e-07 5.101300e-07 1.652281e-06
[47,] 1.235591e-06 3.090672e-07 8.621332e-08 1.369312e-07 4.388225e-07
[48,] 2.252961e-07 5.440697e-08 1.720684e-08 3.387089e-08 1.062447e-07
[49,] 3.739552e-08 8.763338e-09 3.292480e-09 7.691500e-09 2.355593e-08
[50,] 5.650943e-09 1.295208e-09 6.040505e-10 1.602517e-09 4.914560e-09
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.609386e-08 5.834910e-08 9.856127e-08 1.565467e-07 2.088793e-07
 [2,] 2.204658e-07 3.492209e-07 5.757408e-07 8.837091e-07 1.132640e-06
 [3,] 1.227587e-06 1.905667e-06 3.064230e-06 4.542290e-06 5.590857e-06
 [4,] 6.231391e-06 9.481095e-06 1.485805e-05 2.125813e-05 2.512181e-05
 [5,] 2.883766e-05 4.300504e-05 6.563332e-05 9.058345e-05 1.027569e-04
 [6,] 1.216730e-04 1.778326e-04 2.641101e-04 3.514270e-04 3.826139e-04
 [7,] 4.680615e-04 6.703696e-04 9.681002e-04 1.241291e-03 1.296897e-03
 [8,] 1.641719e-03 2.303598e-03 3.232275e-03 3.991686e-03 4.001795e-03
 [9,] 5.250378e-03 7.215466e-03 9.829391e-03 1.168624e-02 1.124147e-02
[10,] 1.531040e-02 2.059985e-02 2.722424e-02 3.114760e-02 2.874986e-02
[11,] 4.070899e-02 5.360184e-02 6.867147e-02 7.557926e-02 6.694692e-02
[12,] 9.869694e-02 1.271119e-01 1.577506e-01 1.669596e-01 1.419615e-01
[13,] 2.181851e-01 2.746997e-01 3.300087e-01 3.357847e-01 2.741950e-01
[14,] 4.397952e-01 5.409653e-01 6.286761e-01 6.148567e-01 4.825826e-01
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[32,] 1.582140e+00 9.753385e-01 5.094183e-01 2.213338e-01 7.798930e-02
[33,] 8.988032e-01 5.231117e-01 2.581706e-01 1.062949e-01 3.560647e-02
[34,] 4.673413e-01 2.565168e-01 1.194732e-01 4.655887e-02 1.481401e-02
[35,] 2.221919e-01 1.149439e-01 5.047398e-02 1.859898e-02 5.616469e-03
[36,] 9.652369e-02 4.704739e-02 1.946422e-02 6.775878e-03 1.940487e-03
[37,] 3.829303e-02 1.758498e-02 6.850817e-03 2.251337e-03 6.109913e-04
[38,] 1.386792e-02 6.000847e-03 2.200716e-03 6.822327e-04 1.753326e-04
[39,] 4.583249e-03 1.869280e-03 6.451963e-04 1.885676e-04 4.585913e-05
[40,] 1.381969e-03 5.314570e-04 1.726319e-04 4.754169e-05 1.093355e-05
[41,] 3.801004e-04 1.378929e-04 4.215507e-05 1.093421e-05 2.376345e-06
[42,] 9.534484e-05 3.264735e-05 9.394510e-06 2.294229e-06 4.708822e-07
[43,] 2.180864e-05 7.052445e-06 1.910682e-06 4.391918e-07 8.507716e-08
[44,] 4.548116e-06 1.389860e-06 3.546358e-07 7.671267e-08 1.401701e-08
[45,] 8.646749e-07 2.498604e-07 6.006816e-08 1.222648e-08 2.106126e-09
[46,] 1.498443e-07 4.097055e-08 9.284414e-09 1.778181e-09 2.886301e-10
[47,] 2.366718e-08 6.127000e-09 1.309457e-09 2.359981e-10 3.608037e-11
[48,] 3.406636e-09 8.355606e-10 1.685104e-10 2.858299e-11 4.114442e-12
[49,] 4.468233e-10 1.038998e-10 1.978468e-11 3.159206e-12 4.280532e-13
[50,] 5.339923e-11 1.177904e-11 2.119150e-12 3.186520e-13 4.063158e-14

> 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  
     8.8549      -0.5595  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7fgjm1261148725.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]  75.29335  76.36913  77.44491  78.52069  79.59647  80.67226  81.74804
 [8]  82.82382  83.89960  84.97538  86.05116  87.12695  88.20273  89.27851
[15]  90.35429  91.43007  92.50585  93.58164  94.65742  95.73320  96.80898
[22]  97.88476  98.96055 100.03633 101.11211 102.18789 103.26367 104.33945
[29] 105.41524 106.49102 107.56680 108.64258 109.71836 110.79415 111.86993
[36] 112.94571 114.02149 115.09727 116.17305 117.24884 118.32462 119.40040
[43] 120.47618 121.55196 122.62774 123.70353 124.77931 125.85509 126.93087
[50] 128.00665

$yords
 [1] -0.23375902 -0.05687089  0.12001723  0.29690535  0.47379348  0.65068160
 [7]  0.82756972  1.00445785  1.18134597  1.35823409  1.53512221  1.71201034
[13]  1.88889846  2.06578658  2.24267471  2.41956283  2.59645095  2.77333908
[19]  2.95022720  3.12711532  3.30400345  3.48089157  3.65777969  3.83466782
[25]  4.01155594  4.18844406  4.36533218  4.54222031  4.71910843  4.89599655
[31]  5.07288468  5.24977280  5.42666092  5.60354905  5.78043717  5.95732529
[37]  6.13421342  6.31110154  6.48798966  6.66487779  6.84176591  7.01865403
[43]  7.19554215  7.37243028  7.54931840  7.72620652  7.90309465  8.07998277
[49]  8.25687089  8.43375902

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.861439e-02 4.162029e-02 4.625227e-02 3.927079e-02 2.547544e-02
 [2,] 4.412535e-02 6.710860e-02 7.797865e-02 6.922810e-02 4.695789e-02
 [3,] 6.217370e-02 9.887038e-02 1.201250e-01 1.115092e-01 7.908845e-02
 [4,] 8.004608e-02 1.330972e-01 1.690853e-01 1.641172e-01 1.217128e-01
 [5,] 9.416474e-02 1.637144e-01 2.174670e-01 2.207056e-01 1.711514e-01
 [6,] 1.012165e-01 1.840007e-01 2.555619e-01 2.711994e-01 2.199114e-01
 [7,] 9.940984e-02 1.889587e-01 2.744188e-01 3.044956e-01 2.581921e-01
 [8,] 8.921180e-02 1.773085e-01 2.692446e-01 3.123856e-01 2.769951e-01
 [9,] 7.315272e-02 1.520224e-01 2.413772e-01 2.928336e-01 2.715471e-01
[10,] 5.480943e-02 1.190975e-01 1.977261e-01 2.508277e-01 2.432647e-01
[11,] 3.752346e-02 8.525560e-02 1.479996e-01 1.963224e-01 1.991633e-01
[12,] 2.347475e-02 5.577034e-02 1.012350e-01 1.404314e-01 1.490512e-01
[13,] 1.342380e-02 3.335050e-02 6.331045e-02 9.185795e-02 1.020511e-01
[14,] 7.025765e-03 1.826146e-02 3.627408e-02 5.508978e-02 6.414187e-02
[15,] 3.385319e-03 9.223612e-03 1.921822e-02 3.064627e-02 3.755527e-02
[16,] 1.540485e-03 4.435776e-03 9.792828e-03 1.660085e-02 2.173719e-02
[17,] 7.298027e-04 2.282383e-03 5.508793e-03 1.028155e-02 1.492819e-02
[18,] 4.567993e-04 1.616944e-03 4.430353e-03 9.394644e-03 1.544911e-02
[19,] 4.395271e-04 1.739477e-03 5.292315e-03 1.236890e-02 2.221310e-02
[20,] 5.289720e-04 2.244955e-03 7.291722e-03 1.812131e-02 3.446245e-02
[21,] 6.436014e-04 2.874597e-03 9.813352e-03 2.560437e-02 5.106207e-02
[22,] 7.334563e-04 3.430428e-03 1.225938e-02 3.347579e-02 6.984709e-02
[23,] 7.680375e-04 3.757245e-03 1.404341e-02 4.010432e-02 8.750445e-02
[24,] 7.357781e-04 3.763875e-03 1.471068e-02 4.392781e-02 1.002207e-01
[25,] 6.442375e-04 3.445965e-03 1.408262e-02 4.397072e-02 1.048944e-01
[26,] 5.154499e-04 2.882852e-03 1.231872e-02 4.021759e-02 1.003170e-01
[27,] 3.768319e-04 2.203704e-03 9.846145e-03 3.361138e-02 8.766255e-02
[28,] 2.517242e-04 1.539218e-03 7.190889e-03 2.566683e-02 6.999538e-02
[29,] 1.536447e-04 9.823406e-04 4.798594e-03 1.790907e-02 5.106692e-02
[30,] 8.568897e-05 5.728475e-04 2.925906e-03 1.141797e-02 3.404278e-02
[31,] 4.366638e-05 3.052324e-04 1.630127e-03 6.651499e-03 2.073600e-02
[32,] 2.033219e-05 1.486063e-04 8.298460e-04 3.540503e-03 1.154091e-02
[33,] 8.650402e-06 6.610872e-05 3.860010e-04 1.721969e-03 5.869077e-03
[34,] 3.362816e-06 2.687169e-05 1.640568e-04 7.652450e-04 2.727184e-03
[35,] 1.194496e-06 9.980356e-06 6.371104e-05 3.107352e-04 1.157907e-03
[36,] 3.876869e-07 3.386975e-06 2.260737e-05 1.152910e-04 4.492087e-04
[37,] 1.149721e-07 1.050250e-06 7.329938e-06 3.908544e-05 1.592345e-04
[38,] 3.115438e-08 2.975698e-07 2.171530e-06 1.210737e-05 5.157529e-05
[39,] 7.713652e-09 7.703698e-08 5.878219e-07 3.426883e-06 1.526372e-05
[40,] 1.745082e-09 1.822320e-08 1.453920e-07 8.862649e-07 4.127568e-06
[41,] 3.607336e-10 3.938807e-09 3.285868e-08 2.094318e-07 1.019865e-06
[42,] 6.813540e-11 7.778938e-10 6.785395e-09 4.522068e-08 2.302537e-07
[43,] 1.175906e-11 1.403749e-10 1.280306e-09 8.921652e-09 4.749898e-08
[44,] 1.854336e-12 2.314594e-11 2.207337e-10 1.608309e-09 8.953194e-09
[45,] 2.671885e-13 3.487175e-12 3.477259e-11 2.649155e-10 1.542003e-09
[46,] 3.517738e-14 4.800526e-13 5.005201e-12 3.987138e-11 2.426659e-10
[47,] 4.231789e-15 6.038358e-14 6.582956e-13 5.483150e-12 3.489370e-11
[48,] 4.651552e-16 6.940044e-15 7.911043e-14 6.889892e-13 4.584572e-12
[49,] 4.671843e-17 7.288228e-16 8.686863e-15 7.910630e-14 5.503853e-13
[50,] 4.287377e-18 6.993505e-17 8.715762e-16 8.298946e-15 6.037376e-14
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.262805e-02 4.786605e-03 1.394086e-03 3.218730e-04 6.990546e-05
 [2,] 2.434019e-02 9.651483e-03 2.948580e-03 7.262911e-04 1.813259e-04
 [3,] 4.286909e-02 1.778663e-02 5.708570e-03 1.513239e-03 4.449555e-04
 [4,] 6.899312e-02 2.996287e-02 1.012497e-02 2.922869e-03 1.036145e-03
 [5,] 1.014661e-01 4.614735e-02 1.647145e-02 5.259687e-03 2.290593e-03
 [6,] 1.363669e-01 6.499906e-02 2.461957e-02 8.867441e-03 4.795828e-03
 [7,] 1.674931e-01 8.376171e-02 3.388970e-02 1.408590e-02 9.466756e-03
 [8,] 1.880298e-01 9.881591e-02 4.310083e-02 2.118210e-02 1.751968e-02
 [9,] 1.929565e-01 1.068160e-01 5.085584e-02 3.023573e-02 3.022597e-02
[10,] 1.810459e-01 1.059329e-01 5.595552e-02 4.096515e-02 4.837014e-02
[11,] 1.553695e-01 9.656398e-02 5.774031e-02 5.253450e-02 7.150479e-02
[12,] 1.220311e-01 8.112860e-02 5.620201e-02 6.346862e-02 9.733915e-02
[13,] 8.785667e-02 6.309499e-02 5.186571e-02 7.184112e-02 1.217420e-01
[14,] 5.826655e-02 4.580906e-02 4.558783e-02 7.580731e-02 1.396765e-01
[15,] 3.626479e-02 3.173049e-02 3.843827e-02 7.434161e-02 1.468892e-01
[16,] 2.271238e-02 2.236155e-02 3.174162e-02 6.785879e-02 1.416365e-01
[17,] 1.737600e-02 1.873736e-02 2.723673e-02 5.841744e-02 1.255728e-01
[18,] 2.000230e-02 2.207514e-02 2.724298e-02 4.943107e-02 1.033406e-01
[19,] 3.082408e-02 3.411779e-02 3.467095e-02 4.505119e-02 8.113034e-02
[20,] 5.025085e-02 5.681050e-02 5.265806e-02 4.942347e-02 6.495603e-02
[21,] 7.788585e-02 9.120589e-02 8.362250e-02 6.584603e-02 5.931623e-02
[22,] 1.113828e-01 1.359189e-01 1.277648e-01 9.572807e-02 6.642307e-02
[23,] 1.458888e-01 1.859283e-01 1.815361e-01 1.374209e-01 8.580067e-02
[24,] 1.747017e-01 2.327117e-01 2.370530e-01 1.854358e-01 1.141053e-01
[25,] 1.911847e-01 2.662477e-01 2.833761e-01 2.308607e-01 1.453766e-01
[26,] 1.911795e-01 2.783712e-01 3.097163e-01 2.634666e-01 1.721213e-01
[27,] 1.746826e-01 2.659472e-01 3.093626e-01 2.750339e-01 1.873035e-01
[28,] 1.458391e-01 2.321598e-01 2.823682e-01 2.624350e-01 1.866304e-01
[29,] 1.112535e-01 1.851805e-01 2.354987e-01 2.288384e-01 1.700510e-01
[30,] 7.754757e-02 1.349643e-01 1.794649e-01 1.823359e-01 1.416236e-01
[31,] 4.938985e-02 8.987892e-02 1.249645e-01 1.327514e-01 1.077895e-01
[32,] 2.874233e-02 5.469046e-02 7.950774e-02 8.831315e-02 7.496700e-02
[33,] 1.528345e-02 3.040747e-02 4.622184e-02 5.368202e-02 4.764330e-02
[34,] 7.425666e-03 1.544770e-02 2.455274e-02 2.981594e-02 2.766708e-02
[35,] 3.296585e-03 7.170710e-03 1.191702e-02 1.513157e-02 1.468082e-02
[36,] 1.337236e-03 3.041413e-03 5.285063e-03 7.016732e-03 7.118031e-03
[37,] 4.956403e-04 1.178700e-03 2.141645e-03 2.973044e-03 3.153490e-03
[38,] 1.678574e-04 4.173944e-04 7.929764e-04 1.151021e-03 1.276574e-03
[39,] 5.194321e-05 1.350531e-04 2.682795e-04 4.071746e-04 4.722004e-04
[40,] 1.468696e-05 3.992795e-05 8.293343e-05 1.316115e-04 1.596025e-04
[41,] 3.794459e-06 1.078610e-05 2.342538e-05 3.887082e-05 4.929472e-05
[42,] 8.957427e-07 2.662363e-06 6.045878e-06 1.048992e-05 1.391352e-05
[43,] 1.932104e-07 6.004598e-07 1.425759e-06 2.586669e-06 3.589224e-06
[44,] 3.807970e-08 1.237418e-07 3.072200e-07 5.828238e-07 8.464338e-07
[45,] 6.857571e-09 2.330038e-08 6.048781e-08 1.199968e-07 1.825578e-07
[46,] 1.128400e-09 4.008903e-09 1.088189e-08 2.257666e-08 3.603940e-08
[47,] 1.696567e-10 6.302361e-10 1.788794e-09 3.881896e-09 6.522028e-09
[48,] 2.330731e-11 9.053050e-11 2.686817e-10 6.100860e-10 1.085000e-09
[49,] 2.925700e-12 1.188239e-11 3.687632e-11 8.766700e-11 1.667706e-10
[50,] 3.355683e-13 1.425041e-12 4.624873e-12 1.152458e-11 2.389313e-11
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.256092e-05 1.144950e-05 6.132710e-06 3.585023e-06 3.360690e-06
 [2,] 7.277980e-05 4.185665e-05 2.360048e-05 1.379197e-05 1.210537e-05
 [3,] 2.203011e-04 1.406784e-04 8.323202e-05 4.904572e-05 4.076001e-05
 [4,] 6.221592e-04 4.338805e-04 2.687943e-04 1.608375e-04 1.281335e-04
 [5,] 1.630912e-03 1.226366e-03 7.944382e-04 4.854183e-04 3.753547e-04
 [6,] 3.951464e-03 3.173781e-03 2.147972e-03 1.346107e-03 1.022238e-03
 [7,] 8.819718e-03 7.515603e-03 5.311225e-03 3.425446e-03 2.581589e-03
 [8,] 1.809083e-02 1.627757e-02 1.200779e-02 7.990827e-03 6.030552e-03
 [9,] 3.404121e-02 3.223469e-02 2.481795e-02 1.707538e-02 1.300056e-02
[10,] 5.868884e-02 5.835499e-02 4.688734e-02 3.340438e-02 2.581275e-02
[11,] 9.262676e-02 9.655938e-02 8.096585e-02 5.980116e-02 4.712549e-02
[12,] 1.337499e-01 1.460286e-01 1.277882e-01 9.794174e-02 7.900656e-02
[13,] 1.766277e-01 2.018333e-01 1.843439e-01 1.467297e-01 1.215206e-01
[14,] 2.132721e-01 2.549583e-01 2.430845e-01 2.010856e-01 1.713912e-01
[15,] 2.354472e-01 2.943853e-01 2.930777e-01 2.521788e-01 2.216649e-01
[16,] 2.376987e-01 3.107861e-01 3.232543e-01 2.896698e-01 2.631461e-01
[17,] 2.196260e-01 3.001943e-01 3.265557e-01 3.053985e-01 2.875183e-01
[18,] 1.861655e-01 2.657146e-01 3.029073e-01 2.968293e-01 2.908976e-01
[19,] 1.457435e-01 2.162959e-01 2.593347e-01 2.683388e-01 2.759177e-01
[20,] 1.073318e-01 1.632513e-01 2.070891e-01 2.294689e-01 2.509602e-01
[21,] 7.786161e-02 1.163781e-01 1.573238e-01 1.909670e-01 2.266375e-01
[22,] 6.092729e-02 8.145895e-02 1.175038e-01 1.606429e-01 2.112012e-01
[23,] 5.678737e-02 5.983319e-02 9.002322e-02 1.410315e-01 2.071620e-01
[24,] 6.307187e-02 4.953458e-02 7.310014e-02 1.296947e-01 2.107370e-01
[25,] 7.565069e-02 4.695556e-02 6.291614e-02 1.215649e-01 2.142239e-01
[26,] 8.951774e-02 4.822627e-02 5.570782e-02 1.118543e-01 2.099289e-01
[27,] 9.980637e-02 5.004654e-02 4.898358e-02 9.809080e-02 1.936222e-01
[28,] 1.029273e-01 5.009944e-02 4.173959e-02 8.058275e-02 1.659543e-01
[29,] 9.749813e-02 4.722884e-02 3.403739e-02 6.153284e-02 1.314944e-01
[30,] 8.460218e-02 4.142807e-02 2.641764e-02 4.360377e-02 9.630301e-02
[31,] 6.717218e-02 3.359873e-02 1.946057e-02 2.875769e-02 6.548323e-02
[32,] 4.877331e-02 2.509904e-02 1.357285e-02 1.778497e-02 4.180042e-02
[33,] 3.237660e-02 1.722905e-02 8.937928e-03 1.045921e-02 2.561632e-02
[34,] 1.964539e-02 1.085096e-02 5.543450e-03 5.991431e-03 1.568270e-02
[35,] 1.089496e-02 6.264438e-03 3.235595e-03 3.467731e-03 1.013075e-02
[36,] 5.522095e-03 3.314019e-03 1.782121e-03 2.115292e-03 7.202166e-03
[37,] 2.557956e-03 1.607019e-03 9.339571e-04 1.393660e-03 5.596516e-03
[38,] 1.082974e-03 7.151813e-04 4.728932e-04 9.781173e-04 4.524416e-03
[39,] 4.191243e-04 2.929023e-04 2.362070e-04 7.012639e-04 3.608943e-03
[40,] 1.483209e-04 1.109693e-04 1.186565e-04 4.919781e-04 2.740736e-03
[41,] 4.802406e-05 3.925105e-05 6.036062e-05 3.276981e-04 1.943190e-03
[42,] 1.424326e-05 1.315633e-05 3.076027e-05 2.036072e-04 1.273438e-03
[43,] 3.877739e-06 4.267492e-06 1.535506e-05 1.168821e-04 7.674304e-04
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[41,] 0.349862533 0.3304965423 0.3643766932 4.051236e-01 4.095038e-01
[42,] 0.234734324 0.2254881234 0.2632283259 3.144550e-01 3.367748e-01
[43,] 0.146890135 0.1434815093 0.1772755643 2.271050e-01 2.576780e-01
[44,] 0.085693768 0.0850008583 0.1110045791 1.520792e-01 1.825954e-01
[45,] 0.046663331 0.0468065783 0.0644583011 9.414609e-02 1.194285e-01
[46,] 0.023836681 0.0239343422 0.0346285305 5.374810e-02 7.191879e-02
[47,] 0.011572944 0.0113716635 0.0171768815 2.824192e-02 3.979968e-02
[48,] 0.005493286 0.0050411847 0.0078559794 1.363697e-02 2.021216e-02
[49,] 0.002675682 0.0021105294 0.0033114144 6.043867e-03 9.409906e-03
[50,] 0.001411999 0.0008578282 0.0012883049 2.456534e-03 4.012886e-03
             [,38]        [,39]        [,40]        [,41]        [,42]
 [1,] 1.576778e-07 1.255707e-08 1.035275e-08 2.388988e-08 4.410446e-08
 [2,] 3.633240e-07 3.486352e-08 4.084846e-08 9.960435e-08 1.919450e-07
 [3,] 7.668751e-07 9.363065e-08 1.487414e-07 3.801628e-07 7.638347e-07
 [4,] 1.486026e-06 2.459255e-07 4.999699e-07 1.329525e-06 2.780508e-06
 [5,] 2.655639e-06 6.366071e-07 1.554463e-06 4.266669e-06 9.264386e-06
 [6,] 4.418043e-06 1.630152e-06 4.487443e-06 1.259217e-05 2.828059e-05
 [7,] 6.973483e-06 4.129944e-06 1.209649e-05 3.428686e-05 7.920657e-05
 [8,] 1.081350e-05 1.032366e-05 3.067069e-05 8.652615e-05 2.039716e-04
 [9,] 1.733515e-05 2.532106e-05 7.373698e-05 2.036139e-04 4.844865e-04
[10,] 3.006706e-05 6.042769e-05 1.693065e-04 4.501768e-04 1.066189e-03
[11,] 5.661669e-05 1.388341e-04 3.728862e-04 9.428913e-04 2.186919e-03
[12,] 1.110063e-04 3.036319e-04 7.877708e-04 1.884884e-03 4.212297e-03
[13,] 2.152187e-04 6.254964e-04 1.589473e-03 3.613151e-03 7.682048e-03
[14,] 3.978438e-04 1.203214e-03 3.040676e-03 6.644029e-03 1.336586e-02
[15,] 6.876868e-04 2.147020e-03 5.469852e-03 1.167242e-02 2.229555e-02
[16,] 1.102437e-03 3.537720e-03 9.183036e-03 1.945295e-02 3.568127e-02
[17,] 1.637445e-03 5.368408e-03 1.430186e-02 3.050446e-02 5.457908e-02
[18,] 2.265535e-03 7.497858e-03 2.057822e-02 4.467256e-02 7.924516e-02
[19,] 2.961937e-03 9.661950e-03 2.730157e-02 6.074397e-02 1.083433e-01
[20,] 3.766336e-03 1.158419e-02 3.343322e-02 7.642675e-02 1.384744e-01
[21,] 4.888324e-03 1.319188e-02 3.802718e-02 8.894911e-02 1.646044e-01
[22,] 6.856492e-03 1.489556e-02 4.084381e-02 9.623169e-02 1.816468e-01
[23,] 1.070122e-02 1.785173e-02 4.291723e-02 9.819626e-02 1.867587e-01
[24,] 1.813096e-02 2.411299e-02 4.679450e-02 9.755048e-02 1.812801e-01
[25,] 3.159691e-02 3.656429e-02 5.625254e-02 9.951959e-02 1.711725e-01
[26,] 5.406353e-02 5.853820e-02 7.546605e-02 1.104276e-01 1.654501e-01
[27,] 8.829791e-02 9.302918e-02 1.077827e-01 1.355391e-01 1.730620e-01
[28,] 1.356689e-01 1.415552e-01 1.544318e-01 1.769404e-01 1.994602e-01
[29,] 1.948265e-01 2.029729e-01 2.136258e-01 2.323501e-01 2.443138e-01
[30,] 2.610081e-01 2.728235e-01 2.805252e-01 2.955227e-01 3.014606e-01
[31,] 3.267205e-01 3.438097e-01 3.482884e-01 3.582996e-01 3.613030e-01
[32,] 3.839331e-01 4.075745e-01 4.099284e-01 4.134973e-01 4.146763e-01
[33,] 4.269149e-01 4.571797e-01 4.601627e-01 4.571823e-01 4.562727e-01
[34,] 4.541806e-01 4.890753e-01 4.963047e-01 4.890126e-01 4.857023e-01
[35,] 4.683087e-01 5.034869e-01 5.177545e-01 5.104228e-01 5.055461e-01
[36,] 4.736377e-01 5.030684e-01 5.245723e-01 5.218736e-01 5.176972e-01
[37,] 4.731902e-01 4.907562e-01 5.162887e-01 5.211513e-01 5.205445e-01
[38,] 4.666687e-01 4.681874e-01 4.919185e-01 5.040614e-01 5.090629e-01
[39,] 4.506882e-01 4.355216e-01 4.511751e-01 4.671768e-01 4.778573e-01
[40,] 4.210464e-01 3.925140e-01 3.959117e-01 4.107994e-01 4.251201e-01
[41,] 3.756734e-01 3.399706e-01 3.306543e-01 3.401309e-01 3.548610e-01
[42,] 3.165812e-01 2.806510e-01 2.617954e-01 2.639136e-01 2.760382e-01
[43,] 2.497826e-01 2.191352e-01 1.959421e-01 1.914612e-01 1.992878e-01
[44,] 1.833232e-01 1.607617e-01 1.383191e-01 1.298123e-01 1.332796e-01
[45,] 1.245636e-01 1.101846e-01 9.188560e-02 8.231851e-02 8.254476e-02
[46,] 7.808842e-02 7.022341e-02 5.729381e-02 4.888590e-02 4.738673e-02
[47,] 4.505186e-02 4.145592e-02 3.343243e-02 2.721992e-02 2.526138e-02
[48,] 2.387639e-02 2.259852e-02 1.819725e-02 1.421830e-02 1.253566e-02
[49,] 1.160814e-02 1.134707e-02 9.208048e-03 6.964481e-03 5.806292e-03
[50,] 5.171985e-03 5.237853e-03 4.317852e-03 3.194334e-03 2.516612e-03
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 6.237704e-08 6.745901e-08 5.575800e-08 3.521596e-08 1.699425e-08
 [2,] 2.836306e-07 3.206291e-07 2.770676e-07 1.829642e-07 9.231866e-08
 [3,] 1.178750e-06 1.392615e-06 1.258054e-06 8.685913e-07 4.582421e-07
 [4,] 4.478182e-06 5.527812e-06 5.219875e-06 3.767848e-06 2.078363e-06
 [5,] 1.555606e-05 2.005448e-05 1.979172e-05 1.493498e-05 8.613298e-06
 [6,] 4.942946e-05 6.650816e-05 6.858017e-05 5.409559e-05 3.261711e-05
 [7,] 1.437535e-04 2.016732e-04 2.171931e-04 1.790526e-04 1.128637e-04
 [8,] 3.829992e-04 5.593656e-04 6.287724e-04 5.416121e-04 3.568683e-04
 [9,] 9.361174e-04 1.419941e-03 1.664343e-03 1.497360e-03 1.031151e-03
[10,] 2.103420e-03 3.301869e-03 4.029521e-03 3.784061e-03 2.722849e-03
[11,] 4.358333e-03 7.042955e-03 8.928341e-03 8.743467e-03 6.571297e-03
[12,] 8.363935e-03 1.380839e-02 1.812062e-02 1.847814e-02 1.449666e-02
[13,] 1.495401e-02 2.495907e-02 3.373145e-02 3.573719e-02 2.923958e-02
[14,] 2.509387e-02 4.177025e-02 5.770603e-02 6.330495e-02 5.393995e-02
[15,] 3.984908e-02 6.509929e-02 9.099232e-02 1.028418e-01 9.105817e-02
[16,] 6.034557e-02 9.517553e-02 1.328013e-01 1.535180e-01 1.407840e-01
[17,] 8.759753e-02 1.316086e-01 1.804211e-01 2.111781e-01 1.995994e-01
[18,] 1.220104e-01 1.734731e-01 2.298220e-01 2.687919e-01 2.599904e-01
[19,] 1.625035e-01 2.191378e-01 2.767427e-01 3.183396e-01 3.120041e-01
[20,] 2.055929e-01 2.656631e-01 3.175151e-01 3.533195e-01 3.463442e-01
[21,] 2.451903e-01 3.081413e-01 3.490748e-01 3.705098e-01 3.575910e-01
[22,] 2.738437e-01 3.398593e-01 3.683944e-01 3.700510e-01 3.458253e-01
[23,] 2.854270e-01 3.539919e-01 3.722902e-01 3.541250e-01 3.158423e-01
[24,] 2.782187e-01 3.465315e-01 3.583954e-01 3.254814e-01 2.746503e-01
[25,] 2.566960e-01 3.190022e-01 3.270477e-01 2.869396e-01 2.288889e-01
[26,] 2.307977e-01 2.792072e-01 2.827952e-01 2.419406e-01 1.834902e-01
[27,] 2.126927e-01 2.392184e-01 2.341993e-01 1.952387e-01 1.417688e-01
[28,] 2.124059e-01 2.114001e-01 1.916864e-01 1.527982e-01 1.061947e-01
[29,] 2.342304e-01 2.043503e-01 1.645099e-01 1.207708e-01 7.902260e-02
[30,] 2.754954e-01 2.206115e-01 1.584048e-01 1.042508e-01 6.249614e-02
[31,] 3.282027e-01 2.569971e-01 1.749632e-01 1.066061e-01 5.883671e-02
[32,] 3.827307e-01 3.070426e-01 2.126213e-01 1.295792e-01 7.022449e-02
[33,] 4.317230e-01 3.640511e-01 2.681996e-01 1.736095e-01 9.862651e-02
[34,] 4.720619e-01 4.229480e-01 3.376990e-01 2.375592e-01 1.450738e-01
[35,] 5.038615e-01 4.799433e-01 4.157088e-01 3.174979e-01 2.082131e-01
[36,] 5.273330e-01 5.305432e-01 4.939942e-01 4.051702e-01 2.826250e-01
[37,] 5.399140e-01 5.678103e-01 5.608428e-01 4.875643e-01 3.580617e-01
[38,] 5.359672e-01 5.828226e-01 6.026756e-01 5.488777e-01 4.207613e-01
[39,] 5.095212e-01 5.677531e-01 6.080381e-01 5.748980e-01 4.570568e-01
[40,] 4.582780e-01 5.199298e-01 5.722252e-01 5.580914e-01 4.580167e-01
[41,] 3.861587e-01 4.442465e-01 4.998995e-01 5.007834e-01 4.228852e-01
[42,] 3.026944e-01 3.522289e-01 4.039863e-01 4.145839e-01 3.594584e-01
[43,] 2.196962e-01 2.581764e-01 3.012738e-01 3.162463e-01 2.811501e-01
[44,] 1.472279e-01 1.745082e-01 2.069811e-01 2.220665e-01 2.022750e-01
[45,] 9.095971e-02 1.085986e-01 1.308450e-01 1.434438e-01 1.338288e-01
[46,] 5.177989e-02 6.215966e-02 7.604496e-02 8.518857e-02 8.140760e-02
[47,] 2.716560e-02 3.270611e-02 4.060688e-02 4.649222e-02 4.551914e-02
[48,] 1.314634e-02 1.581597e-02 1.991341e-02 2.330778e-02 2.339035e-02
[49,] 5.877198e-03 7.030004e-03 8.965303e-03 1.072956e-02 1.104290e-02
[50,] 2.432373e-03 2.873378e-03 3.704797e-03 4.533941e-03 4.788651e-03
             [,48]        [,49]        [,50]
 [1,] 6.265867e-09 1.765108e-09 3.799007e-10
 [2,] 3.559054e-08 1.048317e-08 2.359177e-09
 [3,] 1.847159e-07 5.688918e-08 1.338647e-08
 [4,] 8.759752e-07 2.820872e-07 6.940453e-08
 [5,] 3.795738e-06 1.278062e-06 3.287940e-07
 [6,] 1.502870e-05 5.291010e-06 1.423235e-06
 [7,] 5.437109e-05 2.001437e-05 5.629171e-06
 [8,] 1.797387e-04 6.917759e-05 2.034368e-05
 [9,] 5.429360e-04 2.184797e-04 6.717880e-05
[10,] 1.498646e-03 6.304969e-04 2.027003e-04
[11,] 3.780148e-03 1.662598e-03 5.588539e-04
[12,] 8.713717e-03 4.006219e-03 1.407889e-03
[13,] 1.835784e-02 8.821456e-03 3.240939e-03
[14,] 3.535281e-02 1.775123e-02 6.817344e-03
[15,] 6.224503e-02 3.264655e-02 1.310438e-02
[16,] 1.002328e-01 5.488141e-02 2.301964e-02
[17,] 1.476951e-01 8.434987e-02 3.695711e-02
[18,] 1.993059e-01 1.185650e-01 5.423408e-02
[19,] 2.466057e-01 1.524971e-01 7.276295e-02
[20,] 2.802946e-01 1.796129e-01 8.927919e-02
[21,] 2.934531e-01 1.939550e-01 1.002318e-01
[22,] 2.841043e-01 1.923674e-01 1.030400e-01
[23,] 2.557280e-01 1.757053e-01 9.710761e-02
[24,] 2.155135e-01 1.483645e-01 8.404439e-02
[25,] 1.714557e-01 1.164358e-01 6.697385e-02
[26,] 1.298903e-01 8.552988e-02 4.932878e-02
[27,] 9.447790e-02 5.933203e-02 3.376694e-02
[28,] 6.659245e-02 3.932162e-02 2.166114e-02
[29,] 4.638101e-02 2.539307e-02 1.321816e-02
[30,] 3.376999e-02 1.679085e-02 7.967275e-03
[31,] 2.909673e-02 1.288779e-02 5.293054e-03
[32,] 3.336031e-02 1.361671e-02 4.806335e-03
[33,] 4.810384e-02 1.954364e-02 6.494869e-03
[34,] 7.481993e-02 3.159042e-02 1.066609e-02
[35,] 1.138120e-01 5.040749e-02 1.770395e-02
[36,] 1.627841e-01 7.551055e-02 2.768256e-02
[37,] 2.158884e-01 1.045238e-01 3.995690e-02
[38,] 2.641135e-01 1.330370e-01 5.294173e-02
[39,] 2.974109e-01 1.554444e-01 6.429128e-02
[40,] 3.079595e-01 1.666445e-01 7.152947e-02
[41,] 2.930867e-01 1.638956e-01 7.291078e-02
[42,] 2.563183e-01 1.478882e-01 6.809770e-02
[43,] 2.059805e-01 1.224511e-01 5.829084e-02
[44,] 1.521084e-01 9.305754e-02 4.574132e-02
[45,] 1.032268e-01 6.492438e-02 3.291427e-02
[46,] 6.438342e-02 4.159497e-02 2.172506e-02
[47,] 3.690777e-02 2.447673e-02 1.315759e-02
[48,] 1.944578e-02 1.323231e-02 7.314180e-03
[49,] 9.416225e-03 6.572928e-03 3.733001e-03
[50,] 4.190138e-03 3.000353e-03 1.749734e-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  
   -0.04372      0.04300  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> try(system("convert tmp/12gps1261148725.ps tmp/12gps1261148725.png",intern=TRUE))
character(0)
> try(system("convert tmp/2bjbi1261148725.ps tmp/2bjbi1261148725.png",intern=TRUE))
character(0)
> try(system("convert tmp/3om7e1261148725.ps tmp/3om7e1261148725.png",intern=TRUE))
character(0)
> try(system("convert tmp/4kww21261148725.ps tmp/4kww21261148725.png",intern=TRUE))
character(0)
> try(system("convert tmp/5fs3v1261148725.ps tmp/5fs3v1261148725.png",intern=TRUE))
character(0)
> try(system("convert tmp/6aegb1261148725.ps tmp/6aegb1261148725.png",intern=TRUE))
character(0)
> try(system("convert tmp/7fgjm1261148725.ps tmp/7fgjm1261148725.png",intern=TRUE))
character(0)
> 
> 
> proc.time()
   user  system elapsed 
  1.976   1.279   3.000