R version 2.8.0 (2008-10-20)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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

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Type 'contributors()' for more information and
'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(99.1,98.6,100.4,100.7,101.3,100.1,100.4,99.5,101.5,100.2,99.7,98.9,100.6,99.8,99.4,100.5,98.9,99.9,102,99.5,100,100.2,99.3,100.9,100.8,103.1,101.5,101.3,100,101.2,103.8,104.2,103.8,104.4,101.8,102,100.6,99.3,94.3,101.8,100.2,103.4,102.9,100.8,103.5,99.6,104.9,104.7,104.4,104.2,104.7,104.4,107.9,105.9,104.8,105.9,107,108.6,106.8,110,108.9,108.8,109.1,108.7,108.7,109,109.2,109.7,108.1,109.4,110.1,107.8)
> y <- c(108,99,108,104,111,110,106,101,102,99,100,98,92,87,79,87,87,88,83,85,92,84,92,98,103,104,109,107,106,113,107,114,108,104,105,109,109,112,118,111,99,92,92,98,87,97,102,105,111,110,109,111,113,114,120,114,120,122,123,115,123,124,124,132,126,126,122,120,114,116,100,97)
> x <- c(95.2,95,94,92.2,91,91.2,103.4,105,104.6,103.8,101.8,102.4,103.8,103.4,102,101.8,100.2,101.4,113.8,116,115.6,113,109.4,111,112.4,112.2,111,108.8,107.4,108.6,118.8,122.2,122.6,122.2,118.8,119,118.2,117.8,116.8,114.6,113.4,113.8,124.2,125.8,125.6,122.4,119,119.4,118.6,118,116,114.8,114.6,114.6,124,125.2,124,117.6,113.2,111.4,112.2,109.8,106.4,105.2,102.2,99.8,111,113,108.4,105.4,102,102.8)
> par7 = 'Totale industrie'
> par6 = 'Economische situatie'
> par5 = 'Werkloosheid'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

Loading GenKern version 1.1
Copyright Lucy and Aykroyd 2000
last update October 2004
requires KernSmooth


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/16g8q1228770137.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/2n2f51228770137.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/3n1b21228770137.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/4td6n1228770137.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/5bw7r1228770137.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  
    94.0837       0.1057  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/64s951228770137.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]  70.76864  72.18625  73.60385  75.02146  76.43907  77.85667  79.27428
 [8]  80.69189  82.10949  83.52710  84.94471  86.36231  87.77992  89.19753
[15]  90.61513  92.03274  93.45035  94.86795  96.28556  97.70316  99.12077
[22] 100.53838 101.95598 103.37359 104.79120 106.20880 107.62641 109.04402
[29] 110.46162 111.87923 113.29684 114.71444 116.13205 117.54965 118.96726
[36] 120.38487 121.80247 123.22008 124.63769 126.05529 127.47290 128.89051
[43] 130.30811 131.72572 133.14333 134.56093 135.97854 137.39615 138.81375
[50] 140.23136

$yords
 [1]  92.84018  93.22221  93.60424  93.98628  94.36831  94.75034  95.13238
 [8]  95.51441  95.89644  96.27848  96.66051  97.04255  97.42458  97.80661
[15]  98.18865  98.57068  98.95271  99.33475  99.71678 100.09881 100.48085
[22] 100.86288 101.24492 101.62695 102.00898 102.39102 102.77305 103.15508
[29] 103.53712 103.91915 104.30119 104.68322 105.06525 105.44729 105.82932
[36] 106.21135 106.59339 106.97542 107.35745 107.73949 108.12152 108.50356
[43] 108.88559 109.26762 109.64966 110.03169 110.41372 110.79576 111.17779
[50] 111.55982

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 7.462485e-10 5.995815e-09 4.735867e-08 3.494156e-07 2.237959e-06
 [2,] 1.045153e-09 7.689171e-09 5.411434e-08 3.731157e-07 2.392256e-06
 [3,] 1.465894e-09 1.058918e-08 6.820394e-08 4.207000e-07 2.532781e-06
 [4,] 1.950658e-09 1.464190e-08 9.232438e-08 5.212010e-07 2.819846e-06
 [5,] 2.392656e-09 1.925407e-08 1.257828e-07 6.932069e-07 3.434612e-06
 [6,] 2.670773e-09 2.337714e-08 1.633717e-07 9.299623e-07 4.486446e-06
 [7,] 2.699847e-09 2.586100e-08 1.962734e-07 1.192353e-06 5.922405e-06
 [8,] 2.469408e-09 2.593771e-08 2.151446e-07 1.416868e-06 7.490980e-06
 [9,] 2.047262e-09 2.357011e-08 2.140954e-07 1.538590e-06 8.800341e-06
[10,] 1.547284e-09 1.945165e-08 1.933523e-07 1.519174e-06 9.464921e-06
[11,] 1.093035e-09 1.466414e-08 1.589729e-07 1.364063e-06 9.273397e-06
[12,] 8.748465e-10 1.023487e-08 1.198395e-07 1.118420e-06 8.282629e-06
[13,] 1.749540e-09 6.989771e-09 8.389895e-08 8.447231e-07 6.780139e-06
[14,] 8.776466e-09 6.634398e-09 5.599574e-08 5.964034e-07 5.141648e-06
[15,] 4.927153e-08 1.842455e-08 3.945835e-08 4.024557e-07 3.674342e-06
[16,] 2.541587e-07 9.249520e-08 4.778421e-08 2.698298e-07 2.531568e-06
[17,] 1.179719e-06 4.682351e-07 1.584179e-07 2.076657e-07 1.724636e-06
[18,] 4.917123e-06 2.155901e-06 7.452602e-07 3.089503e-07 1.204961e-06
[19,] 1.839940e-05 8.924795e-06 3.379584e-06 1.066834e-06 1.012366e-06
[20,] 6.180795e-05 3.317394e-05 1.388208e-05 4.570947e-06 1.665767e-06
[21,] 1.863939e-04 1.107015e-04 5.125088e-05 1.852024e-05 5.525653e-06
[22,] 5.046211e-04 3.316330e-04 1.698888e-04 6.785329e-05 2.130634e-05
[23,] 1.226438e-03 8.918847e-04 5.055741e-04 2.234018e-04 7.704768e-05
[24,] 2.675913e-03 2.153307e-03 1.350681e-03 6.604107e-04 2.517523e-04
[25,] 5.241373e-03 4.667131e-03 3.239423e-03 1.752662e-03 7.391872e-04
[26,] 9.216461e-03 9.081133e-03 6.974747e-03 4.175702e-03 1.948701e-03
[27,] 1.454888e-02 1.586267e-02 1.348142e-02 8.931151e-03 4.612031e-03
[28,] 2.061776e-02 2.487477e-02 2.339318e-02 1.714873e-02 9.799125e-03
[29,] 2.623009e-02 3.501775e-02 3.644091e-02 2.955989e-02 1.869085e-02
[30,] 2.995742e-02 4.425514e-02 5.096072e-02 4.574251e-02 3.200494e-02
[31,] 3.071534e-02 5.020946e-02 6.397765e-02 6.354533e-02 4.919846e-02
[32,] 2.827175e-02 5.113918e-02 7.210532e-02 7.924895e-02 6.789414e-02
[33,] 2.336127e-02 4.675933e-02 7.295461e-02 8.872578e-02 8.411229e-02
[34,] 1.732952e-02 3.838214e-02 6.626505e-02 8.917692e-02 9.354767e-02
[35,] 1.154045e-02 2.828372e-02 5.403345e-02 8.046398e-02 9.340129e-02
[36,] 6.899309e-03 1.871071e-02 3.955371e-02 6.517738e-02 8.371805e-02
[37,] 3.702838e-03 1.111195e-02 2.599310e-02 4.739566e-02 6.736460e-02
[38,] 1.784063e-03 5.924293e-03 1.533470e-02 3.094046e-02 4.866208e-02
[39,] 7.716707e-04 2.835497e-03 8.121548e-03 1.813264e-02 3.155702e-02
[40,] 2.996403e-04 1.218339e-03 3.861435e-03 9.539858e-03 1.837163e-02
[41,] 1.044515e-04 4.699522e-04 1.648182e-03 4.505771e-03 9.601646e-03
[42,] 3.268705e-05 1.627367e-04 6.315500e-04 1.910481e-03 4.504951e-03
[43,] 9.182967e-06 5.058989e-05 2.172485e-04 7.272145e-04 1.897496e-03
[44,] 2.315990e-06 1.411849e-05 6.708913e-05 2.485014e-04 7.174936e-04
[45,] 5.243686e-07 3.537196e-06 1.859919e-05 7.623272e-05 2.435575e-04
[46,] 1.065818e-07 7.955663e-07 4.628945e-06 2.099425e-05 7.422178e-05
[47,] 1.944804e-08 1.606349e-07 1.034229e-06 5.190459e-06 2.030521e-05
[48,] 3.185774e-09 2.911722e-08 2.074423e-07 1.152013e-06 4.986894e-06
[49,] 4.684901e-10 4.738123e-09 3.735292e-08 2.295385e-07 1.099510e-06
[50,] 6.184881e-11 6.921628e-10 6.038059e-09 4.105814e-08 2.176275e-07
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.190338e-05 5.200482e-05 1.892440e-04 5.918834e-04 1.648630e-03
 [2,] 1.329808e-05 6.154690e-05 2.353859e-04 7.563848e-04 2.107557e-03
 [3,] 1.411828e-05 6.818899e-05 2.751801e-04 9.241485e-04 2.632067e-03
 [4,] 1.482977e-05 7.191957e-05 3.022500e-04 1.066241e-03 3.155682e-03
 [5,] 1.631420e-05 7.499742e-05 3.167580e-04 1.160546e-03 3.589852e-03
 [6,] 1.954076e-05 8.158523e-05 3.281466e-04 1.208718e-03 3.870172e-03
 [7,] 2.505786e-05 9.612667e-05 3.532896e-04 1.244837e-03 4.006397e-03
 [8,] 3.252326e-05 1.209585e-04 4.096330e-04 1.327631e-03 4.104969e-03
 [9,] 4.055183e-05 1.542303e-04 5.055994e-04 1.515678e-03 4.341394e-03
[10,] 4.707304e-05 1.894047e-04 6.327411e-04 1.834449e-03 4.883573e-03
[11,] 5.013015e-05 2.171100e-04 7.645985e-04 2.251155e-03 5.795127e-03
[12,] 4.874185e-05 2.288679e-04 8.648369e-04 2.673871e-03 6.967212e-03
[13,] 4.333151e-05 2.208655e-04 9.021274e-04 2.981927e-03 8.125362e-03
[14,] 3.546297e-05 1.955821e-04 8.642247e-04 3.076751e-03 8.926284e-03
[15,] 2.706665e-05 1.602893e-04 7.629830e-04 2.926589e-03 9.106504e-03
[16,] 1.964533e-05 1.234562e-04 6.273256e-04 2.578597e-03 8.603042e-03
[17,] 1.388393e-05 9.131933e-05 4.889610e-04 2.131260e-03 7.573664e-03
[18,] 9.749836e-06 6.640657e-05 3.697654e-04 1.685816e-03 6.305706e-03
[19,] 6.872266e-06 4.821466e-05 2.772408e-04 1.306787e-03 5.074566e-03
[20,] 4.960860e-06 3.493684e-05 2.080795e-04 1.011052e-03 4.038984e-03
[21,] 4.314132e-06 2.498495e-05 1.551038e-04 7.830003e-04 3.222623e-03
[22,] 7.140092e-06 1.786772e-05 1.126374e-04 5.985701e-04 2.567338e-03
[23,] 2.185347e-05 1.516672e-05 7.841035e-05 4.418406e-04 2.004705e-03
[24,] 7.543106e-05 2.377644e-05 5.335333e-05 3.087159e-04 1.499770e-03
[25,] 2.433221e-04 6.580873e-05 4.246280e-05 2.022618e-04 1.054745e-03
[26,] 7.090244e-04 2.027813e-04 6.090270e-05 1.276633e-04 6.887042e-04
[27,] 1.856536e-03 5.833151e-04 1.507260e-04 9.301952e-05 4.164230e-04
[28,] 4.364731e-03 1.515766e-03 4.139041e-04 1.194923e-04 2.404021e-04
[29,] 9.212300e-03 3.539441e-03 1.061505e-03 2.624447e-04 1.580547e-04
[30,] 1.745528e-02 7.420812e-03 2.459728e-03 6.414317e-04 1.792375e-04
[31,] 2.969149e-02 1.396772e-02 5.122095e-03 1.466347e-03 3.473357e-04
[32,] 4.534023e-02 2.360194e-02 9.576943e-03 3.029883e-03 7.546982e-04
[33,] 6.215581e-02 3.580276e-02 1.607549e-02 5.626554e-03 1.537613e-03
[34,] 7.649377e-02 4.875642e-02 2.422424e-02 9.381753e-03 2.833011e-03
[35,] 8.451170e-02 5.960647e-02 3.277046e-02 1.404381e-02 4.691580e-03
[36,] 8.382122e-02 6.541862e-02 3.979801e-02 1.887270e-02 6.976260e-03
[37,] 7.463412e-02 6.445487e-02 4.338969e-02 2.276827e-02 9.312939e-03
[38,] 5.965781e-02 5.701071e-02 4.246764e-02 2.465883e-02 1.116091e-02
[39,] 4.280982e-02 4.526927e-02 3.731437e-02 2.397515e-02 1.200768e-02
[40,] 2.757820e-02 3.226985e-02 2.943339e-02 2.092649e-02 1.159752e-02
[41,] 1.594905e-02 2.065079e-02 2.084256e-02 1.639751e-02 1.005582e-02
[42,] 8.280378e-03 1.186377e-02 1.324976e-02 1.153469e-02 7.827377e-03
[43,] 3.859329e-03 6.118646e-03 7.561560e-03 7.284170e-03 5.469673e-03
[44,] 1.614804e-03 2.832919e-03 3.874014e-03 4.129530e-03 3.431254e-03
[45,] 6.065606e-04 1.177496e-03 1.781793e-03 2.101685e-03 1.932372e-03
[46,] 2.045384e-04 4.393706e-04 7.356982e-04 9.602425e-04 9.769556e-04
[47,] 6.191872e-05 1.471800e-04 2.727021e-04 3.938589e-04 4.434099e-04
[48,] 1.682734e-05 4.426018e-05 9.074521e-05 1.450263e-04 1.806684e-04
[49,] 4.105398e-06 1.194879e-05 2.710848e-05 4.794012e-05 6.608540e-05
[50,] 8.991678e-07 2.895879e-06 7.269970e-06 1.422648e-05 2.170075e-05
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.160465e-03 9.373796e-03 1.821302e-02 2.949492e-02 3.888025e-02
 [2,] 5.249326e-03 1.178840e-02 2.340284e-02 3.972406e-02 5.595146e-02
 [3,] 6.552573e-03 1.460370e-02 2.915195e-02 5.094123e-02 7.555010e-02
 [4,] 7.996977e-03 1.783308e-02 3.557160e-02 6.305480e-02 9.694157e-02
 [5,] 9.401161e-03 2.127996e-02 4.259380e-02 7.603010e-02 1.195833e-01
 [6,] 1.053546e-02 2.451985e-02 4.975410e-02 8.951439e-02 1.429252e-01
 [7,] 1.124441e-02 2.705091e-02 5.620008e-02 1.025402e-01 1.659391e-01
 [8,] 1.157121e-02 2.857006e-02 6.101820e-02 1.136406e-01 1.868512e-01
 [9,] 1.180441e-02 2.923141e-02 6.376041e-02 1.214618e-01 2.035088e-01
[10,] 1.239450e-02 2.971664e-02 6.488290e-02 1.256046e-01 2.143687e-01
[11,] 1.375099e-02 3.101911e-02 6.579565e-02 1.272063e-01 2.195998e-01
[12,] 1.600075e-02 3.398403e-02 6.838015e-02 1.288316e-01 2.216078e-01
[13,] 1.883306e-02 3.879580e-02 7.409801e-02 1.335388e-01 2.245082e-01
[14,] 2.154249e-02 4.468719e-02 8.307375e-02 1.434033e-01 2.325526e-01
[15,] 2.329238e-02 5.009426e-02 9.365983e-02 1.581520e-01 2.480498e-01
[16,] 2.348662e-02 5.326989e-02 1.028570e-01 1.746913e-01 2.697174e-01
[17,] 2.204501e-02 5.307861e-02 1.075384e-01 1.880283e-01 2.924524e-01
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[29,] 8.171507e-02 5.123636e-02 3.216987e-02 2.228492e-02 1.616430e-02
[30,] 1.144289e-01 7.050758e-02 3.907452e-02 2.149401e-02 1.293268e-02
[31,] 1.540289e-01 9.774584e-02 5.339108e-02 2.596643e-02 1.242823e-02
[32,] 1.957200e-01 1.291495e-01 7.301320e-02 3.512536e-02 1.492167e-02
[33,] 2.348859e-01 1.602142e-01 9.470650e-02 4.735328e-02 1.997500e-02
[34,] 2.685244e-01 1.870118e-01 1.149237e-01 6.035760e-02 2.656056e-02
[35,] 2.960497e-01 2.073264e-01 1.308140e-01 7.177284e-02 3.330700e-02
[36,] 3.189425e-01 2.210899e-01 1.409942e-01 7.983797e-02 3.887216e-02
[37,] 3.392304e-01 2.298788e-01 1.457087e-01 8.384446e-02 4.233063e-02
[38,] 3.574246e-01 2.356790e-01 1.463330e-01 8.414226e-02 4.339550e-02
[39,] 3.710789e-01 2.394749e-01 1.444991e-01 8.174908e-02 4.237123e-02
[40,] 3.751116e-01 2.403815e-01 1.412473e-01 7.780339e-02 3.989849e-02
[41,] 3.641245e-01 2.358963e-01 1.365686e-01 7.311257e-02 3.665257e-02
[42,] 3.355546e-01 2.232985e-01 1.295580e-01 6.794573e-02 3.312977e-02
[43,] 2.916822e-01 2.014633e-01 1.191265e-01 6.211463e-02 2.956889e-02
[44,] 2.391144e-01 1.719582e-01 1.048936e-01 5.528649e-02 2.599271e-02
[45,] 1.860460e-01 1.386770e-01 8.771133e-02 4.736289e-02 2.232972e-02
[46,] 1.390464e-01 1.062440e-01 6.947564e-02 3.870345e-02 1.855543e-02
[47,] 1.012267e-01 7.821348e-02 5.235282e-02 3.005573e-02 1.477923e-02
[48,] 7.245973e-02 5.610432e-02 3.793025e-02 2.224665e-02 1.122906e-02
[49,] 5.092673e-02 3.960368e-02 2.678743e-02 1.584639e-02 8.151682e-03
[50,] 3.469697e-02 2.748907e-02 1.863103e-02 1.100801e-02 5.701926e-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  
    83.0538       0.1900  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/73px61228770137.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]  85.02581  85.97986  86.93391  87.88796  88.84200  89.79605  90.75010
 [8]  91.70415  92.65820  93.61225  94.56630  95.52034  96.47439  97.42844
[15]  98.38249  99.33654 100.29059 101.24464 102.19868 103.15273 104.10678
[22] 105.06083 106.01488 106.96893 107.92298 108.87702 109.83107 110.78512
[29] 111.73917 112.69322 113.64727 114.60132 115.55536 116.50941 117.46346
[36] 118.41751 119.37156 120.32561 121.27966 122.23370 123.18775 124.14180
[43] 125.09585 126.04990 127.00395 127.95800 128.91204 129.86609 130.82014
[50] 131.77419

$yords
 [1]  92.84018  93.22221  93.60424  93.98628  94.36831  94.75034  95.13238
 [8]  95.51441  95.89644  96.27848  96.66051  97.04255  97.42458  97.80661
[15]  98.18865  98.57068  98.95271  99.33475  99.71678 100.09881 100.48085
[22] 100.86288 101.24492 101.62695 102.00898 102.39102 102.77305 103.15508
[29] 103.53712 103.91915 104.30119 104.68322 105.06525 105.44729 105.82932
[36] 106.21135 106.59339 106.97542 107.35745 107.73949 108.12152 108.50356
[43] 108.88559 109.26762 109.64966 110.03169 110.41372 110.79576 111.17779
[50] 111.55982

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 8.619313e-10 7.405616e-09 5.440767e-08 3.419697e-07 1.840044e-06
 [2,] 1.215567e-09 1.061732e-08 7.929476e-08 5.066082e-07 2.770513e-06
 [3,] 1.618838e-09 1.437457e-08 1.091376e-07 7.088065e-07 3.940023e-06
 [4,] 2.037482e-09 1.839163e-08 1.419608e-07 9.372901e-07 5.296188e-06
 [5,] 2.426928e-09 2.226140e-08 1.746930e-07 1.172634e-06 6.736081e-06
 [6,] 2.744548e-09 2.553255e-08 2.036701e-07 1.390023e-06 8.118264e-06
 [7,] 2.975812e-09 2.782826e-08 2.254352e-07 1.564292e-06 9.289648e-06
 [8,] 3.206970e-09 2.901474e-08 2.376325e-07 1.675826e-06 1.012006e-05
 [9,] 3.877470e-09 2.954278e-08 2.398570e-07 1.715383e-06 1.053273e-05
[10,] 6.687644e-09 3.150729e-08 2.348168e-07 1.686631e-06 1.051984e-05
[11,] 1.770824e-08 4.230081e-08 2.317217e-07 1.607558e-06 1.013899e-05
[12,] 5.732732e-08 8.662353e-08 2.581258e-07 1.517154e-06 9.498595e-06
[13,] 1.898441e-07 2.431095e-07 3.980181e-07 1.505363e-06 8.755200e-06
[14,] 6.052173e-07 7.477925e-07 9.030402e-07 1.812070e-06 8.169982e-06
[15,] 1.828237e-06 2.264736e-06 2.490677e-06 3.105862e-06 8.321939e-06
[16,] 5.212724e-06 6.540116e-06 7.081648e-06 7.192540e-06 1.068898e-05
[17,] 1.401471e-05 1.785717e-05 1.947933e-05 1.866687e-05 1.903822e-05
[18,] 3.552065e-05 4.599783e-05 5.087623e-05 4.844637e-05 4.246412e-05
[19,] 8.486458e-05 1.117124e-04 1.255150e-04 1.206683e-04 1.014648e-04
[20,] 1.911224e-04 2.557594e-04 2.920640e-04 2.848409e-04 2.389649e-04
[21,] 4.057277e-04 5.519601e-04 6.407339e-04 6.348380e-04 5.381715e-04
[22,] 8.118854e-04 1.122854e-03 1.325071e-03 1.334394e-03 1.147706e-03
[23,] 1.531411e-03 2.153162e-03 2.583128e-03 2.644324e-03 2.310584e-03
[24,] 2.722861e-03 3.891948e-03 4.746698e-03 4.939755e-03 4.386966e-03
[25,] 4.563475e-03 6.631230e-03 8.221952e-03 8.698436e-03 7.852672e-03
[26,] 7.209461e-03 1.065021e-02 1.342442e-02 1.443832e-02 1.325056e-02
[27,] 1.073610e-02 1.612347e-02 2.066107e-02 2.259072e-02 2.107645e-02
[28,] 1.507048e-02 2.300890e-02 2.997415e-02 3.331813e-02 3.160105e-02
[29,] 1.994088e-02 3.095066e-02 4.098997e-02 4.631994e-02 4.466260e-02
[30,] 2.487129e-02 3.924466e-02 5.283785e-02 6.070049e-02 5.950097e-02
[31,] 2.924077e-02 4.690595e-02 6.420211e-02 7.498133e-02 7.472073e-02
[32,] 3.240531e-02 5.284600e-02 7.353434e-02 8.730735e-02 8.844945e-02
[33,] 3.385167e-02 5.612197e-02 7.939037e-02 9.582640e-02 9.869293e-02
[34,] 3.333350e-02 5.618112e-02 8.079457e-02 9.914168e-02 1.038039e-01
[35,] 3.093985e-02 5.301328e-02 7.750562e-02 9.668610e-02 1.029149e-01
[36,] 2.707026e-02 4.715368e-02 7.008433e-02 8.888093e-02 9.617880e-02
[37,] 2.232560e-02 3.953513e-02 5.973726e-02 7.701757e-02 8.472611e-02
[38,] 1.735604e-02 3.124550e-02 4.799616e-02 6.290827e-02 7.035451e-02
[39,] 1.271847e-02 2.327709e-02 3.634999e-02 4.843534e-02 5.506851e-02
[40,] 8.785286e-03 1.634580e-02 2.595009e-02 3.515230e-02 4.063043e-02
[41,] 5.720230e-03 1.081984e-02 1.746265e-02 2.404815e-02 2.825766e-02
[42,] 3.510815e-03 6.751059e-03 1.107690e-02 1.550767e-02 1.852498e-02
[43,] 2.031136e-03 3.970633e-03 6.623121e-03 9.426446e-03 1.144764e-02
[44,] 1.107661e-03 2.201326e-03 3.732881e-03 5.401150e-03 6.668239e-03
[45,] 5.693916e-04 1.150391e-03 1.983179e-03 2.917164e-03 3.661362e-03
[46,] 2.759004e-04 5.666873e-04 9.931546e-04 1.485158e-03 1.895009e-03
[47,] 1.260173e-04 2.631348e-04 4.688225e-04 7.127233e-04 9.245204e-04
[48,] 5.425565e-05 1.151728e-04 2.086108e-04 3.224082e-04 4.251659e-04
[49,] 2.201892e-05 4.751794e-05 8.749865e-05 1.374762e-04 1.843049e-04
[50,] 8.423335e-06 1.848002e-05 3.459418e-05 5.525684e-05 7.530993e-05
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 8.483522e-06 3.355902e-05 1.141362e-04 3.348740e-04 8.523979e-04
 [2,] 1.297961e-05 5.215264e-05 1.800341e-04 5.354150e-04 1.378042e-03
 [3,] 1.875899e-05 7.657745e-05 2.684188e-04 8.097159e-04 2.109913e-03
 [4,] 2.562912e-05 1.063119e-04 3.784980e-04 1.158802e-03 3.060091e-03
 [5,] 3.313496e-05 1.396892e-04 5.052770e-04 1.570718e-03 4.206906e-03
 [6,] 4.059780e-05 1.739710e-04 6.394872e-04 2.019256e-03 5.488858e-03
 [7,] 4.723410e-05 2.057785e-04 7.688540e-04 2.466873e-03 6.809449e-03
 [8,] 5.232620e-05 2.317995e-04 8.805402e-04 2.871734e-03 8.054038e-03
 [9,] 5.538848e-05 2.495451e-04 9.640305e-04 3.196916e-03 9.114454e-03
[10,] 5.626745e-05 2.578784e-04 1.013405e-03 3.418470e-03 9.912689e-03
[11,] 5.513986e-05 2.571151e-04 1.028130e-03 3.529188e-03 1.041433e-02
[12,] 5.241939e-05 2.486851e-04 1.012131e-03 3.536787e-03 1.062661e-02
[13,] 4.862856e-05 2.345380e-04 9.716957e-04 3.457746e-03 1.058320e-02
[14,] 4.432278e-05 2.165851e-04 9.132350e-04 3.310031e-03 1.032418e-02
[15,] 4.017534e-05 1.964465e-04 8.419012e-04 3.108123e-03 9.881327e-03
[16,] 3.738327e-05 1.756667e-04 7.615073e-04 2.862125e-03 9.274971e-03
[17,] 3.869807e-05 1.565116e-04 6.755861e-04 2.580432e-03 8.521732e-03
[18,] 5.068713e-05 1.435805e-04 5.891072e-04 2.273697e-03 7.646594e-03
[19,] 8.830601e-05 1.468271e-04 5.105951e-04 1.957769e-03 6.691231e-03
[20,] 1.833875e-04 1.870804e-04 4.550450e-04 1.654623e-03 5.713773e-03
[21,] 3.988535e-04 3.055194e-04 4.487143e-04 1.392197e-03 4.780722e-03
[22,] 8.496120e-04 5.782383e-04 5.370606e-04 1.205254e-03 3.956132e-03
[23,] 1.728298e-03 1.135348e-03 7.962460e-04 1.139173e-03 3.294138e-03
[24,] 3.328668e-03 2.180426e-03 1.346391e-03 1.256851e-03 2.838362e-03
[25,] 6.052361e-03 4.000827e-03 2.361250e-03 1.646100e-03 2.627419e-03
[26,] 1.037901e-02 6.954244e-03 4.065232e-03 2.422171e-03 2.701933e-03
[27,] 1.678088e-02 1.141588e-02 6.706950e-03 3.718502e-03 3.106940e-03
[28,] 2.557682e-02 1.767815e-02 1.050176e-02 5.660068e-03 3.884766e-03
[29,] 3.674775e-02 2.581328e-02 1.554613e-02 8.318960e-03 5.057167e-03
[30,] 4.976901e-02 3.553467e-02 2.172278e-02 1.166059e-02 6.600600e-03
[31,] 6.353712e-02 4.611381e-02 2.863137e-02 1.549836e-02 8.423328e-03
[32,] 7.646009e-02 5.641106e-02 3.558487e-02 1.947983e-02 1.035564e-02
[33,] 8.673212e-02 6.504960e-02 4.169832e-02 2.312243e-02 1.216270e-02
[34,] 9.273903e-02 7.070797e-02 4.606455e-02 2.590157e-02 1.358278e-02
[35,] 9.347219e-02 7.244916e-02 4.797238e-02 2.737124e-02 1.438337e-02
[36,] 8.880539e-02 6.997427e-02 4.709563e-02 2.727978e-02 1.441879e-02
[37,] 7.953042e-02 6.370633e-02 4.358411e-02 2.563923e-02 1.366918e-02
[38,] 6.713734e-02 5.467207e-02 3.802151e-02 2.272209e-02 1.224636e-02
[39,] 5.342345e-02 4.422694e-02 3.126664e-02 1.898648e-02 1.036389e-02
[40,] 4.007159e-02 3.372457e-02 2.423716e-02 1.495808e-02 8.282317e-03
[41,] 2.833206e-02 2.424063e-02 1.771044e-02 1.111041e-02 6.248826e-03
[42,] 1.888237e-02 1.642401e-02 1.219897e-02 7.780356e-03 4.450375e-03
[43,] 1.186238e-02 1.048944e-02 7.920686e-03 5.136629e-03 2.991599e-03
[44,] 7.024636e-03 6.314852e-03 4.847832e-03 3.197156e-03 1.897992e-03
[45,] 3.921141e-03 3.583534e-03 2.796902e-03 1.876096e-03 1.136476e-03
[46,] 2.063185e-03 1.916893e-03 1.521081e-03 1.037895e-03 6.422512e-04
[47,] 1.023295e-03 9.665452e-04 7.797820e-04 5.413295e-04 3.425667e-04
[48,] 4.784101e-04 4.593928e-04 3.768254e-04 2.661852e-04 1.724680e-04
[49,] 2.108319e-04 2.058182e-04 1.716538e-04 1.234031e-04 8.196599e-05
[50,] 8.758093e-05 8.692042e-05 7.370803e-05 5.393817e-05 3.677666e-05
             [,11]        [,12]        [,13]        [,14]       [,15]
 [1,] 1.900380e-03 3.768259e-03 0.0067957465 0.0114472675 0.018410611
 [2,] 3.093171e-03 6.132212e-03 0.0109482611 0.0180607469 0.028243736
 [3,] 4.778544e-03 9.504251e-03 0.0168770050 0.0273930564 0.041754223
 [4,] 7.005059e-03 1.401807e-02 0.0248616552 0.0398972734 0.059491977
 [5,] 9.747536e-03 1.967214e-02 0.0349736135 0.0557544729 0.081693370
 [6,] 1.288742e-02 2.628155e-02 0.0469837295 0.0747364382 0.108132615
 [7,] 1.621692e-02 3.347313e-02 0.0603352245 0.0961507690 0.138063985
 [8,] 1.947226e-02 4.073896e-02 0.0742143445 0.1189208070 0.170316771
 [9,] 2.238882e-02 4.753987e-02 0.0877129103 0.1418017711 0.203548045
[10,] 2.475911e-02 5.342367e-02 0.1000288075 0.1636622361 0.236569317
[11,] 2.647046e-02 5.811005e-02 0.1106202222 0.1837066565 0.268589927
[12,] 2.750700e-02 6.150530e-02 0.1192413450 0.2015220680 0.299221117
[13,] 2.791770e-02 6.364370e-02 0.1258436691 0.2169132755 0.328188083
[14,] 2.776914e-02 6.459079e-02 0.1304003689 0.2296103098 0.354865569
[15,] 2.710868e-02 6.436436e-02 0.1327582523 0.2390203576 0.377891596
[16,] 2.595618e-02 6.291749e-02 0.1326104634 0.2441923919 0.395126287
[17,] 2.432537e-02 6.019189e-02 0.1296163899 0.2440576154 0.404076963
[18,] 2.225871e-02 5.620855e-02 0.1236109121 0.2378573915 0.402672663
[19,] 1.985362e-02 5.114260e-02 0.1147931076 0.2255604789 0.390073405
[20,] 1.726412e-02 4.533945e-02 0.1037941603 0.2080669800 0.367156685
[21,] 1.467681e-02 3.926199e-02 0.0915873012 0.1870987850 0.336463449
[22,] 1.227338e-02 3.339410e-02 0.0792805605 0.1648246898 0.301629352
[23,] 1.019709e-02 2.814311e-02 0.0678821737 0.1433799817 0.266541185
[24,] 8.535879e-03 2.377791e-02 0.0581270368 0.1244622679 0.234538462
[25,] 7.324694e-03 2.041613e-02 0.0504091025 0.1091190743 0.207903616
[26,] 6.560056e-03 1.804953e-02 0.0448097328 0.0977384073 0.187717285
[27,] 6.216075e-03 1.658399e-02 0.0411760272 0.0901708284 0.173996893
[28,] 6.253381e-03 1.587274e-02 0.0392005496 0.0858881479 0.165964332
[29,] 6.618501e-03 1.573498e-02 0.0384769821 0.0841152058 0.162313291
[30,] 7.237246e-03 1.596451e-02 0.0385355199 0.0839251309 0.161427056
[31,] 8.008846e-03 1.633974e-02 0.0388776805 0.0843254104 0.161567445
[32,] 8.807115e-03 1.664249e-02 0.0390261814 0.0843633695 0.161074279
[33,] 9.491749e-03 1.668505e-02 0.0385881581 0.0832518722 0.158582092
[34,] 9.928556e-03 1.633736e-02 0.0373134485 0.0804843739 0.153212190
[35,] 1.001367e-02 1.554438e-02 0.0351253926 0.0758970245 0.144675310
[36,] 9.694692e-03 1.432741e-02 0.0321116951 0.0696522300 0.133242224
[37,] 8.981970e-03 1.276996e-02 0.0284800516 0.0621512049 0.119592797
[38,] 7.946011e-03 1.099397e-02 0.0244968383 0.0539116592 0.104604254
[39,] 6.701224e-03 9.134094e-03 0.0204300703 0.0454544760 0.089155906
[40,] 5.380684e-03 7.316112e-03 0.0165105796 0.0372290136 0.074004526
[41,] 4.109280e-03 5.642138e-03 0.0129139861 0.0295821186 0.059739890
[42,] 2.982585e-03 4.182878e-03 0.0097577389 0.0227570702 0.046793283
[43,] 2.056087e-03 2.975748e-03 0.0071053522 0.0169035516 0.035460379
[44,] 1.345525e-03 2.027582e-03 0.0049727983 0.0120868684 0.025913740
[45,] 8.355472e-04 1.320675e-03 0.0033358830 0.0082950472 0.018202723
[46,] 4.922076e-04 8.208623e-04 0.0021394757 0.0054486424 0.012253958
[47,] 2.749964e-04 4.860730e-04 0.0013089314 0.0034172846 0.007885917
[48,] 1.456937e-04 2.738334e-04 0.0007624810 0.0020424319 0.004841476
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[49,] 9.822049e-02 9.051862e-02 8.268410e-02 7.445340e-02 6.527796e-02
[50,] 6.337078e-02 5.880790e-02 5.438003e-02 4.961913e-02 4.395626e-02
             [,38]        [,39]        [,40]        [,41]        [,42]
 [1,] 4.760316e-05 7.450388e-05 0.0001018430 0.0001209828 0.0001246429
 [2,] 1.111833e-04 1.748094e-04 0.0002409703 0.0002895319 0.0003024197
 [3,] 2.468794e-04 3.892388e-04 0.0005403051 0.0006559242 0.0006940932
 [4,] 5.216965e-04 8.233084e-04 0.0011490381 0.0014077019 0.0015078262
 [5,] 1.050203e-03 1.655993e-03 0.0023198954 0.0028643810 0.0031025315
 [6,] 2.015834e-03 3.170820e-03 0.0044514318 0.0055313011 0.0060515880
 [7,] 3.692454e-03 5.785862e-03 0.0081268121 0.0101476378 0.0112001594
 [8,] 6.458665e-03 1.007156e-02 0.0141334247 0.0177076373 0.0196905457
 [9,] 1.079329e-02 1.674077e-02 0.0234430020 0.0294293163 0.0329241700
[10,] 1.723836e-02 2.659371e-02 0.0371323235 0.0466480071 0.0524337303
[11,] 2.631871e-02 4.040533e-02 0.0562330799 0.0706261886 0.0796584857
[12,] 3.841789e-02 5.875595e-02 0.0815170881 0.1022948551 0.1156469203
[13,] 5.362889e-02 8.182864e-02 0.1132483240 0.1419700746 0.1607446631
[14,] 7.162024e-02 1.092232e-01 0.1509595267 0.1891119084 0.2143475220
[15,] 9.157319e-02 1.398553e-01 0.1933285745 0.2422023883 0.2747989549
[16,] 1.122411e-01 1.720074e-01 0.2382251795 0.2988065114 0.3394849869
[17,] 1.321515e-01 2.035624e-01 0.2829639601 0.3558434217 0.4051344893
[18,] 1.499190e-01 2.323901e-01 0.3247360821 0.4100359726 0.4682778780
[19,] 1.645883e-01 2.567916e-01 0.3611201282 0.4584425369 0.5257674120
[20,] 1.759003e-01 2.758650e-01 0.3905245332 0.4989275055 0.5752280092
[21,] 1.843925e-01 2.896750e-01 0.4124203096 0.5304256658 0.6153070467
[22,] 1.912964e-01 2.991699e-01 0.4272908325 0.5529147473 0.6456384572
[23,] 1.982521e-01 3.058779e-01 0.4363280213 0.5671157177 0.6665308710
[24,] 2.069056e-01 3.114763e-01 0.4409920043 0.5740472041 0.6785028521
[25,] 2.184688e-01 3.173440e-01 0.4425800693 0.5746116785 0.6818641640
[26,] 2.333259e-01 3.241900e-01 0.4419151222 0.5693583696 0.6765308450
[27,] 2.507752e-01 3.318192e-01 0.4391955988 0.5584676834 0.6621510113
[28,] 2.689997e-01 3.390845e-01 0.4339962382 0.5418957010 0.6384611413
[29,] 2.853380e-01 3.440685e-01 0.4253967624 0.5195663460 0.6056766445
[30,] 2.968601e-01 3.445077e-01 0.4122285527 0.4915241417 0.5647148896
[31,] 3.011398e-01 3.384082e-01 0.3934300444 0.4580304500 0.5171563545
[32,] 2.970054e-01 3.247043e-01 0.3684650063 0.4196397929 0.4649982091
[33,] 2.850066e-01 3.037491e-01 0.3376983040 0.3772905996 0.4103530382
[34,] 2.673977e-01 2.774333e-01 0.3025849093 0.3323916550 0.3552368840
[35,] 2.475969e-01 2.488398e-01 0.2655536161 0.2868312837 0.3014971540
[36,] 2.292647e-01 2.215013e-01 0.2295618947 0.2428291210 0.2508226119
[37,] 2.152900e-01 1.984812e-01 0.1974267930 0.2026083703 0.2047294277
[38,] 2.070010e-01 1.815714e-01 0.1711379308 0.1679601041 0.1644534672
[39,] 2.038456e-01 1.708641e-01 0.1513827824 0.1398458110 0.1307661075
[40,] 2.036293e-01 1.648291e-01 0.1374474317 0.1181942294 0.1038062349
[41,] 2.032186e-01 1.608560e-01 0.1275235433 0.1019823520 0.0830344942
[42,] 1.994808e-01 1.560730e-01 0.1193091567 0.0895802187 0.0673635193
[43,] 1.901637e-01 1.481706e-01 0.1106929951 0.0792359336 0.0554325921
[44,] 1.744563e-01 1.359775e-01 0.1002979444 0.0695307410 0.0459292893
[45,] 1.530912e-01 1.196392e-01 0.0877291640 0.0596599606 0.0378456927
[46,] 1.280086e-01 1.003977e-01 0.0734929982 0.0494772531 0.0305951680
[47,] 1.017402e-01 8.010189e-02 0.0586705811 0.0393344596 0.0239804812
[48,] 7.674279e-02 6.064695e-02 0.0444982949 0.0298152322 0.0180607945
[49,] 5.488288e-02 4.352464e-02 0.0320061653 0.0214749719 0.0129895742
[50,] 3.718739e-02 2.958906e-02 0.0218093093 0.0146680337 0.0088853824
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 0.0001114270 8.667569e-05 5.894304e-05 3.525660e-05 1.866930e-05
 [2,] 0.0002746538 2.174596e-04 1.508114e-04 9.216914e-05 4.995154e-05
 [3,] 0.0006400871 5.157009e-04 3.646830e-04 2.277127e-04 1.263005e-04
 [4,] 0.0014111219 1.156455e-03 8.337106e-04 5.318021e-04 3.018336e-04
 [5,] 0.0029445268 2.453460e-03 1.802595e-03 1.174350e-03 6.818992e-04
 [6,] 0.0058195866 4.927136e-03 3.687730e-03 2.452877e-03 1.456672e-03
 [7,] 0.0109030657 9.372797e-03 7.142200e-03 4.847968e-03 2.943151e-03
 [8,] 0.0193822202 1.690266e-02 1.310386e-02 9.071150e-03 5.626262e-03
 [9,] 0.0327302005 2.892501e-02 2.279309e-02 1.607847e-02 1.018050e-02
[10,] 0.0525724422 4.702493e-02 3.762356e-02 2.701652e-02 1.744590e-02
[11,] 0.0804445435 7.273071e-02 5.900312e-02 4.307409e-02 2.833275e-02
[12,] 0.1174694429 1.071890e-01 8.803625e-02 6.523813e-02 4.364483e-02
[13,] 0.1640223161 1.508179e-01 1.251868e-01 9.399438e-02 6.384233e-02
[14,] 0.2194767963 2.030401e-01 1.700008e-01 1.290566e-01 8.880448e-02
[15,] 0.2821202191 2.621972e-01 2.209971e-01 1.692297e-01 1.176801e-01
[16,] 0.3492863367 3.256990e-01 2.757996e-01 2.124918e-01 1.489107e-01
[17,] 0.4176951020 3.903959e-01 3.315075e-01 2.563160e-01 1.804666e-01
[18,] 0.4839302823 4.530851e-01 3.852176e-01 2.981656e-01 2.102592e-01
[19,] 0.5449459567 5.110232e-01 4.345554e-01 3.360237e-01 2.366198e-01
[20,] 0.5984765150 5.623087e-01 4.780601e-01 3.687925e-01 2.586906e-01
[21,] 0.6432361301 6.060278e-01 5.153055e-01 3.964285e-01 2.765884e-01
[22,] 0.6788364425 6.421058e-01 5.467038e-01 4.197483e-01 2.912664e-01
[23,] 0.7054319173 6.708853e-01 5.730241e-01 4.399400e-01 3.040897e-01
[24,] 0.7232097449 6.925480e-01 5.947511e-01 4.579036e-01 3.162356e-01
[25,] 0.7319322669 7.065912e-01 6.114921e-01 4.736246e-01 3.281001e-01
[26,] 0.7307566283 7.116036e-01 6.216831e-01 4.858165e-01 3.389165e-01
[27,] 0.7184571295 7.055095e-01 6.227828e-01 4.920208e-01 3.467560e-01
[28,] 0.6939892157 6.862621e-01 6.119775e-01 4.892134e-01 3.489685e-01
[29,] 0.6571515821 6.527418e-01 5.871887e-01 4.747615e-01 3.429616e-01
[30,] 0.6090336458 6.054832e-01 5.480051e-01 4.474035e-01 3.270667e-01
[31,] 0.5520319813 5.468979e-01 4.961474e-01 4.078719e-01 3.011799e-01
[32,] 0.4894299353 4.808842e-01 4.352599e-01 3.589051e-01 2.669326e-01
[33,] 0.4247408186 4.119881e-01 3.701088e-01 3.046434e-01 2.273333e-01
[34,] 0.3610985975 3.444646e-01 3.055131e-01 2.496509e-01 1.860274e-01
[35,] 0.3009086293 2.815846e-01 2.454084e-01 1.979353e-01 1.464582e-01
[36,] 0.2458033748 2.253705e-01 1.923309e-01 1.522851e-01 1.112142e-01
[37,] 0.1967945201 1.767218e-01 1.473866e-01 1.140657e-01 8.172967e-02
[38,] 0.1544560134 1.357500e-01 1.105710e-01 8.341746e-02 5.834381e-02
[39,] 0.1190222059 1.021143e-01 8.121378e-02 5.966865e-02 4.059707e-02
[40,] 0.0903877993 7.524050e-02 5.836039e-02 4.176453e-02 2.760151e-02
[41,] 0.0680762694 5.441011e-02 4.100405e-02 2.858324e-02 1.835350e-02
[42,] 0.0512598670 3.878443e-02 2.818150e-02 1.910407e-02 1.192942e-02
[43,] 0.0388702268 2.743288e-02 1.899520e-02 1.246153e-02 7.568270e-03
[44,] 0.0297765086 1.939871e-02 1.262028e-02 7.941212e-03 4.679843e-03
[45,] 0.0229674275 1.378994e-02 8.322799e-03 4.960863e-03 2.819695e-03
[46,] 0.0176744202 9.860943e-03 5.485871e-03 3.055848e-03 1.658438e-03
[47,] 0.0134058699 7.055066e-03 3.628354e-03 1.869563e-03 9.563808e-04
[48,] 0.0099030577 5.000308e-03 2.404753e-03 1.143063e-03 5.443267e-04
[49,] 0.0070547792 3.470494e-03 1.586196e-03 7.000775e-04 3.079794e-04
[50,] 0.0048115025 2.333835e-03 1.030645e-03 4.281644e-04 1.741367e-04
             [,48]        [,49]        [,50]
 [1,] 8.798721e-06 3.700593e-06 1.387605e-06
 [2,] 2.412299e-05 1.040068e-05 3.996426e-06
 [3,] 6.249252e-05 2.761477e-05 1.086998e-05
 [4,] 1.529850e-04 6.926623e-05 2.792088e-05
 [5,] 3.539493e-04 1.641422e-04 6.772857e-05
 [6,] 7.740375e-04 3.675043e-04 1.551533e-04
 [7,] 1.600236e-03 7.774716e-04 3.356675e-04
 [8,] 3.128236e-03 1.554309e-03 6.858681e-04
 [9,] 5.784012e-03 2.936926e-03 1.323717e-03
[10,] 1.011883e-02 5.246288e-03 2.413430e-03
[11,] 1.675751e-02 8.862414e-03 4.157656e-03
[12,] 2.628690e-02 1.416388e-02 6.769647e-03
[13,] 3.909123e-02 2.142897e-02 1.042243e-02
[14,] 5.517040e-02 3.071589e-02 1.518152e-02
[15,] 7.400348e-02 4.175931e-02 2.093959e-02
[16,] 9.452801e-02 5.393162e-02 2.738079e-02
[17,] 1.152809e-01 6.630810e-02 3.400112e-02
[18,] 1.346933e-01 7.784403e-02 4.019660e-02
[19,] 1.514662e-01 8.762598e-02 4.540487e-02
[20,] 1.649081e-01 9.512070e-02 4.925960e-02
[21,] 1.751119e-01 1.003316e-01 5.170335e-02
[22,] 1.828917e-01 1.037954e-01 5.301177e-02
[23,] 1.894769e-01 1.064029e-01 5.371032e-02
[24,] 1.960430e-01 1.090878e-01 5.440215e-02
[25,] 2.032207e-01 1.124797e-01 5.555927e-02
[26,] 2.107474e-01 1.166327e-01 5.734517e-02
[27,] 2.173969e-01 1.209301e-01 5.953054e-02
[28,] 2.212454e-01 1.242110e-01 6.153603e-02
[29,] 2.202149e-01 1.250935e-01 6.259393e-02
[30,] 2.127254e-01 1.223951e-01 6.197936e-02
[31,] 1.982328e-01 1.155098e-01 5.923459e-02
[32,] 1.774576e-01 1.046130e-01 5.431124e-02
[33,] 1.522292e-01 9.062669e-02 4.758549e-02
[34,] 1.250160e-01 7.497033e-02 3.974881e-02
[35,] 9.832528e-02 5.919729e-02 3.162136e-02
[36,] 7.418173e-02 4.464770e-02 2.395691e-02
[37,] 5.383099e-02 3.222107e-02 1.730038e-02
[38,] 3.770651e-02 2.231035e-02 1.192928e-02
[39,] 2.559729e-02 1.487462e-02 7.874814e-03
[40,] 1.690642e-02 9.588478e-03 4.993695e-03
[41,] 1.089701e-02 6.001180e-03 3.054397e-03
[42,] 6.865161e-03 3.659841e-03 1.809812e-03
[43,] 4.227192e-03 2.179829e-03 1.043006e-03
[44,] 2.540443e-03 1.268752e-03 5.863827e-04
[45,] 1.487347e-03 7.209245e-04 3.220468e-04
[46,] 8.472465e-04 3.991236e-04 1.727191e-04
[47,] 4.697506e-04 2.148777e-04 9.030104e-05
[48,] 2.542108e-04 1.124058e-04 4.591967e-05
[49,] 1.349947e-04 5.720489e-05 2.267351e-05
[50,] 7.084919e-05 2.842993e-05 1.086898e-05

> 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  
   95.34398      0.07054  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/16g8q1228770137.ps tmp/16g8q1228770137.png")
> system("convert tmp/2n2f51228770137.ps tmp/2n2f51228770137.png")
> system("convert tmp/3n1b21228770137.ps tmp/3n1b21228770137.png")
> system("convert tmp/4td6n1228770137.ps tmp/4td6n1228770137.png")
> system("convert tmp/5bw7r1228770137.ps tmp/5bw7r1228770137.png")
> system("convert tmp/64s951228770137.ps tmp/64s951228770137.png")
> system("convert tmp/73px61228770137.ps tmp/73px61228770137.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.066   1.334   3.437