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

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> z <- c(100.64,100.63,100.43,100.80,101.33,101.88,101.85,102.04,102.22,102.63,102.65,102.54,102.37,102.68,102.76,102.82,103.31,103.23,103.60,103.95,103.93,104.25,104.38,104.36,104.32,104.58,104.68,104.92,105.46,105.23,105.58,105.34,105.28,105.70,105.67,105.71,106.19,106.93,107.44,107.85,108.71,109.32,109.49,110.20,110.62,111.22,110.88,111.15,111.29,111.09,111.24,111.45,111.75,111.07,111.17,110.96,110.50,110.48,110.66,110.46)
> y <- c(8.9,8.6,8.3,8.3,8.3,8.4,8.5,8.4,8.6,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.6,8.4,8.1,8,8,8,8,7.9,7.8,7.8,7.9,8.1,8,7.6,7.3,7,6.8,7,7.1,7.2,7.1,6.9,6.7,6.7,6.6,6.9,7.3,7.5,7.3,7.1,6.9,7.1,7.5,7.7,7.8,7.8,7.7,7.7,7.8,7.9)
> x <- c(2.86,2.55,2.27,2.26,2.57,3.07,2.76,2.51,2.87,3.14,3.11,3.16,2.47,2.57,2.89,2.63,2.38,1.69,1.96,2.19,1.87,1.6,1.63,1.22,1.21,1.49,1.64,1.66,1.77,1.82,1.78,1.28,1.29,1.37,1.12,1.51,2.24,2.94,3.09,3.46,3.64,4.39,4.15,5.21,5.8,5.91,5.39,5.46,4.72,3.14,2.63,2.32,1.93,0.62,0.6,-0.37,-1.1,-1.68,-0.78,-1.19)
> par7 = 'gezondheidsindex (punten)'
> par6 = 'werkloosheid (%)'
> par5 = 'inflatie (%)'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997
> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/rcomp/tmp/138mo1256827268.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/29s3j1256827269.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/3dcd01256827269.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/40d751256827269.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/rcomp/tmp/5p9ad1256827269.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$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  
     8.1148      -0.1189  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/609xl1256827269.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] 6.275640 6.335818 6.395996 6.456174 6.516352 6.576530 6.636708 6.696886
 [9] 6.757064 6.817242 6.877420 6.937598 6.997776 7.057953 7.118131 7.178309
[17] 7.238487 7.298665 7.358843 7.419021 7.479199 7.539377 7.599555 7.659733
[25] 7.719911 7.780089 7.840267 7.900445 7.960623 8.020801 8.080979 8.141157
[33] 8.201335 8.261513 8.321691 8.381869 8.442047 8.502224 8.562402 8.622580
[41] 8.682758 8.742936 8.803114 8.863292 8.923470 8.983648 9.043826 9.104004
[49] 9.164182 9.224360

$yords
 [1]  98.89311  99.18686  99.48061  99.77436 100.06811 100.36186 100.65561
 [8] 100.94936 101.24311 101.53687 101.83062 102.12437 102.41812 102.71187
[15] 103.00562 103.29937 103.59312 103.88687 104.18062 104.47437 104.76812
[22] 105.06187 105.35562 105.64937 105.94312 106.23688 106.53063 106.82438
[29] 107.11813 107.41188 107.70563 107.99938 108.29313 108.58688 108.88063
[36] 109.17438 109.46813 109.76188 110.05563 110.34938 110.64313 110.93689
[43] 111.23064 111.52439 111.81814 112.11189 112.40564 112.69939 112.99314
[50] 113.28689

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.612125e-46 1.055276e-43 5.601540e-41 2.411149e-38 8.416128e-36
 [2,] 4.198867e-44 2.345409e-41 1.062383e-38 3.902297e-36 1.162342e-33
 [3,] 8.976703e-42 4.278843e-39 1.653920e-36 5.184209e-34 1.317736e-31
 [4,] 1.575297e-39 6.407684e-37 2.113596e-34 5.653630e-32 1.226355e-29
 [5,] 2.269254e-37 7.876984e-35 2.217300e-32 5.061507e-30 9.369725e-28
 [6,] 2.683494e-35 7.949294e-33 1.909644e-30 3.720292e-28 5.877668e-26
 [7,] 2.605233e-33 6.586359e-31 1.350368e-28 2.245299e-26 3.027730e-24
 [8,] 2.076671e-31 4.480912e-29 7.841350e-27 1.112890e-24 1.281033e-22
 [9,] 1.359358e-29 2.503659e-27 3.739978e-25 4.531390e-23 4.453267e-21
[10,] 7.308833e-28 1.149201e-25 1.465666e-23 1.516315e-21 1.272579e-19
[11,] 3.228961e-26 4.335212e-24 4.721791e-22 4.172408e-20 2.991501e-18
[12,] 1.172740e-24 1.344889e-22 1.251420e-20 9.449370e-19 5.790855e-17
[13,] 3.504231e-23 3.434103e-21 2.731410e-19 1.763543e-17 9.244704e-16
[14,] 8.624057e-22 7.226947e-20 4.917258e-18 2.717175e-16 1.219704e-14
[15,] 1.750830e-20 1.255783e-18 7.317284e-17 3.464884e-15 1.333790e-13
[16,] 2.938872e-19 1.806483e-17 9.027689e-16 3.669366e-14 1.213608e-12
[17,] 4.092917e-18 2.159633e-16 9.273464e-15 3.242228e-13 9.234748e-12
[18,] 4.760812e-17 2.159937e-15 7.984820e-14 2.406595e-12 5.917110e-11
[19,] 4.717229e-16 1.839141e-14 5.853519e-13 1.521637e-11 3.232241e-10
[20,] 4.310793e-15 1.425070e-13 3.861532e-12 8.578079e-11 1.562251e-09
[21,] 4.700094e-14 1.257950e-12 2.778108e-11 5.065841e-10 7.629008e-09
[22,] 8.027791e-13 1.697436e-11 2.949681e-10 4.223528e-09 4.996169e-08
[23,] 1.723011e-11 2.999797e-10 4.259587e-09 4.941418e-08 4.693049e-07
[24,] 3.455999e-10 5.091022e-09 6.100991e-08 5.953659e-07 4.736979e-06
[25,] 5.858827e-09 7.360015e-08 7.519544e-07 6.253532e-06 4.238051e-05
[26,] 8.210051e-08 8.813771e-07 7.698315e-06 5.476086e-05 3.176376e-04
[27,] 9.468456e-07 8.693571e-06 6.498612e-05 3.959603e-04 1.969459e-03
[28,] 8.981000e-06 7.056810e-05 4.518141e-04 2.360434e-03 1.008103e-02
[29,] 7.007369e-05 4.715008e-04 2.587766e-03 1.160465e-02 4.261753e-02
[30,] 4.499332e-04 2.594478e-03 1.221842e-02 4.709397e-02 1.489783e-01
[31,] 2.378703e-03 1.176574e-02 4.760322e-02 1.579556e-01 4.313681e-01
[32,] 1.036157e-02 4.401264e-02 1.532169e-01 4.385786e-01 1.036926e+00
[33,] 3.721940e-02 1.359606e-01 4.080321e-01 1.010277e+00 2.075763e+00
[34,] 1.103651e-01 3.473433e-01 9.009373e-01 1.936549e+00 3.476524e+00
[35,] 2.705290e-01 7.353174e-01 1.654221e+00 3.103303e+00 4.908385e+00
[36,] 5.492226e-01 1.293695e+00 2.537667e+00 4.190474e+00 5.922424e+00
[37,] 9.262049e-01 1.900799e+00 3.279928e+00 4.839383e+00 6.266373e+00
[38,] 1.304048e+00 2.353524e+00 3.630598e+00 4.917942e+00 6.082040e+00
[39,] 1.548147e+00 2.500913e+00 3.553313e+00 4.620609e+00 5.754708e+00
[40,] 1.581981e+00 2.364408e+00 3.246972e+00 4.275552e+00 5.556941e+00
[41,] 1.449505e+00 2.111811e+00 2.956265e+00 4.057041e+00 5.470836e+00
[42,] 1.271888e+00 1.902814e+00 2.772072e+00 3.910386e+00 5.348906e+00
[43,] 1.139941e+00 1.771326e+00 2.629398e+00 3.730508e+00 5.151490e+00
[44,] 1.057036e+00 1.660642e+00 2.464994e+00 3.527437e+00 4.940342e+00
[45,] 9.828420e-01 1.540036e+00 2.311454e+00 3.367376e+00 4.688129e+00
[46,] 9.069414e-01 1.444643e+00 2.217383e+00 3.210176e+00 4.227419e+00
[47,] 8.566932e-01 1.400572e+00 2.131109e+00 2.902039e+00 3.438734e+00
[48,] 8.408334e-01 1.355343e+00 1.926121e+00 2.346994e+00 2.424875e+00
[49,] 8.156776e-01 1.217701e+00 1.540103e+00 1.631336e+00 1.448137e+00
[50,] 7.237940e-01 9.565054e-01 1.049124e+00 9.536302e-01 7.238167e-01
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.382219e-33 5.468010e-31 1.017777e-28 1.536247e-26 1.880412e-24
 [2,] 2.807577e-31 5.499343e-29 8.735145e-27 1.125174e-24 1.175326e-22
 [3,] 2.716206e-29 4.540291e-27 6.154477e-25 6.765441e-23 6.031141e-21
 [4,] 2.157245e-27 3.077352e-25 3.560006e-23 3.339895e-21 2.541129e-19
 [5,] 1.406623e-25 1.712515e-23 1.690834e-21 1.353918e-19 8.792558e-18
 [6,] 7.530970e-24 7.825637e-22 6.595059e-20 4.507823e-18 2.499055e-16
 [7,] 3.311302e-22 2.937165e-20 2.113092e-18 1.233086e-16 5.836767e-15
 [8,] 1.196018e-20 9.057332e-19 5.563750e-17 2.772507e-15 1.120843e-13
 [9,] 3.550101e-19 2.295842e-17 1.204518e-15 5.127423e-14 1.771104e-12
[10,] 8.664855e-18 4.786922e-16 2.145930e-14 7.807310e-13 2.305571e-11
[11,] 1.740481e-16 8.218314e-15 3.149895e-13 9.801566e-12 2.476701e-10
[12,] 2.880708e-15 1.163463e-13 3.815910e-12 1.016607e-10 2.200628e-09
[13,] 3.935618e-14 1.361002e-12 3.824388e-11 8.735334e-10 1.622493e-08
[14,] 4.449130e-13 1.319268e-11 3.181282e-10 6.241428e-09 9.967687e-08
[15,] 4.175710e-12 1.063692e-10 2.205780e-09 3.725731e-08 5.128791e-07
[16,] 3.267878e-11 7.167912e-10 1.281478e-08 1.868467e-07 2.223190e-06
[17,] 2.144098e-10 4.060343e-09 6.275336e-08 7.919864e-07 8.166407e-06
[18,] 1.187521e-09 1.946428e-08 2.606851e-07 2.854035e-06 2.555107e-05
[19,] 5.612836e-09 7.970728e-08 9.258847e-07 8.798740e-06 6.840793e-05
[20,] 2.332500e-08 2.854516e-07 2.862616e-06 2.351596e-05 1.581896e-04
[21,] 9.486318e-08 9.733215e-07 8.232247e-06 5.733177e-05 3.284372e-04
[22,] 4.894488e-07 3.978533e-06 2.686746e-05 1.508248e-04 7.040371e-04
[23,] 3.658268e-06 2.347453e-05 1.244181e-04 5.467779e-04 2.001862e-03
[24,] 3.077901e-05 1.636614e-04 7.140915e-04 2.566084e-03 7.635235e-03
[25,] 2.343932e-04 1.059960e-03 3.929232e-03 1.198224e-02 3.021637e-02
[26,] 1.504851e-03 5.835722e-03 1.857784e-02 4.874487e-02 1.060128e-01
[27,] 8.012457e-03 2.673290e-02 7.340369e-02 1.666738e-01 3.150490e-01
[28,] 3.528210e-02 1.015193e-01 2.412048e-01 4.760423e-01 7.867394e-01
[29,] 1.285595e-01 3.198462e-01 6.599090e-01 1.137532e+00 1.654790e+00
[30,] 3.882668e-01 8.379379e-01 1.507971e+00 2.284448e+00 2.951148e+00
[31,] 9.742181e-01 1.831486e+00 2.891930e+00 3.883138e+00 4.512955e+00
[32,] 2.037446e+00 3.355606e+00 4.687958e+00 5.651408e+00 6.034763e+00
[33,] 3.568155e+00 5.191036e+00 6.499637e+00 7.184606e+00 7.301208e+00
[34,] 5.271356e+00 6.863507e+00 7.869447e+00 8.262316e+00 8.414114e+00
[35,] 6.654061e+00 7.928620e+00 8.629252e+00 9.058858e+00 9.747410e+00
[36,] 7.348408e+00 8.316918e+00 9.046069e+00 9.995785e+00 1.162200e+01
[37,] 7.400054e+00 8.378657e+00 9.564182e+00 1.134891e+01 1.403295e+01
[38,] 7.203625e+00 8.539832e+00 1.039128e+01 1.302760e+01 1.667404e+01
[39,] 7.123321e+00 8.926305e+00 1.137422e+01 1.470911e+01 1.906430e+01
[40,] 7.204597e+00 9.355919e+00 1.223040e+01 1.602513e+01 2.053316e+01
[41,] 7.269930e+00 9.624277e+00 1.274059e+01 1.653809e+01 2.029885e+01
[42,] 7.203863e+00 9.651121e+00 1.267278e+01 1.575498e+01 1.794011e+01
[43,] 7.022775e+00 9.339808e+00 1.172704e+01 1.346383e+01 1.389726e+01
[44,] 6.690675e+00 8.484812e+00 9.777835e+00 1.008651e+01 9.342504e+00
[45,] 6.032192e+00 6.972083e+00 7.149143e+00 6.535877e+00 5.452122e+00
[46,] 4.924130e+00 5.018938e+00 4.505392e+00 3.650389e+00 2.791680e+00
[47,] 3.508266e+00 3.100018e+00 2.429217e+00 1.768601e+00 1.280444e+00
[48,] 2.131792e+00 1.625778e+00 1.122539e+00 7.560923e-01 5.402765e-01
[49,] 1.091613e+00 7.223775e-01 4.497373e-01 2.929330e-01 2.140902e-01
[50,] 4.689957e-01 2.735784e-01 1.598201e-01 1.057831e-01 7.969192e-02
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.866498e-22 1.502430e-20 9.807399e-19 5.191692e-17 2.228783e-15
 [2,] 9.956056e-21 6.839389e-19 3.810223e-17 1.721439e-15 6.307423e-14
 [3,] 4.360175e-19 2.556361e-17 1.215512e-15 4.687307e-14 1.465983e-12
 [4,] 1.567971e-17 7.846610e-16 3.184696e-14 1.048356e-12 2.799137e-11
 [5,] 4.631048e-16 1.978357e-14 6.854979e-13 1.926652e-11 4.392619e-10
 [6,] 1.123728e-14 4.098732e-13 1.212730e-11 2.910946e-10 5.668901e-09
 [7,] 2.241193e-13 6.981529e-12 1.764498e-10 3.618554e-09 6.022082e-08
 [8,] 3.676378e-12 9.784743e-11 2.113413e-09 3.704999e-08 5.272761e-07
 [9,] 4.964796e-11 1.129644e-09 2.086600e-08 3.129569e-07 3.812283e-06
[10,] 5.527438e-10 1.076056e-08 1.701443e-07 2.185728e-06 2.282005e-05
[11,] 5.083222e-09 8.476642e-08 1.148875e-06 1.266055e-05 1.134887e-04
[12,] 3.871918e-08 5.539439e-07 6.446956e-06 6.106670e-05 4.710291e-04
[13,] 2.451682e-07 3.015378e-06 3.020283e-05 2.465082e-04 1.640422e-03
[14,] 1.296486e-06 1.374227e-05 1.187753e-04 8.375984e-04 4.822278e-03
[15,] 5.757483e-06 5.273878e-05 3.944236e-04 2.409762e-03 1.203351e-02
[16,] 2.159908e-05 1.714341e-04 1.112167e-03 5.899792e-03 2.560200e-02
[17,] 6.882892e-05 4.743498e-04 2.673882e-03 1.233175e-02 4.655170e-02
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[31,] 1.829712e-02 3.686733e-03 6.098364e-04 8.268977e-05 9.177982e-06
[32,] 3.775898e-03 6.538842e-04 9.286830e-05 1.080245e-05 1.027778e-06
[33,] 6.435544e-04 9.568331e-05 1.165794e-05 1.162464e-06 9.474980e-08
[34,] 9.047983e-05 1.154053e-05 1.205419e-06 1.029799e-07 7.187310e-09
[35,] 1.048411e-05 1.146452e-06 1.026035e-07 7.506482e-09 4.484338e-10
[36,] 1.000535e-06 9.375353e-08 7.186213e-09 4.500626e-10 2.300621e-11
[37,] 7.860114e-08 6.308653e-09 4.139996e-10 2.218896e-11 9.702954e-13
[38,] 5.080937e-09 3.491849e-10 1.961279e-11 8.993462e-13 3.363489e-14
[39,] 2.701706e-10 1.589382e-11 7.638740e-13 2.996141e-14 9.581556e-16
[40,] 1.181401e-11 5.947825e-13 2.445484e-14 8.203008e-16 2.242761e-17
[41,] 4.247440e-13 1.829636e-14 6.434286e-16 1.845446e-17 4.313014e-19
[42,] 1.255309e-14 4.625745e-16 1.391142e-17 3.411130e-19 6.813785e-21
[43,] 3.049279e-16 9.610534e-18 2.471292e-19 5.179842e-21 8.842269e-23
[44,] 6.087124e-18 1.640646e-19 3.606759e-21 6.461313e-23 9.424902e-25
[45,] 9.985004e-20 2.301137e-21 4.324297e-23 6.620347e-25 8.250910e-27
[46,] 1.345727e-21 2.651468e-23 4.258722e-25 5.571352e-27 5.932070e-29
[47,] 1.490066e-23 2.509683e-25 3.444966e-27 3.850709e-29 3.502469e-31
[48,] 1.355355e-25 1.951203e-27 2.288750e-29 2.185697e-31 1.698155e-33
[49,] 1.012689e-27 1.245997e-29 1.248828e-31 1.018813e-33 6.760903e-36
[50,] 6.214970e-30 6.534764e-32 5.595877e-34 3.899666e-36 2.210199e-38

> 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  
    141.763       -4.549  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/7j8uc1256827269.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] -2.36195378 -2.17922097 -1.99648816 -1.81375535 -1.63102255 -1.44828974
 [7] -1.26555693 -1.08282413 -0.90009132 -0.71735851 -0.53462570 -0.35189290
[13] -0.16916009  0.01357272  0.19630552  0.37903833  0.56177114  0.74450395
[19]  0.92723675  1.10996956  1.29270237  1.47543517  1.65816798  1.84090079
[25]  2.02363360  2.20636640  2.38909921  2.57183202  2.75456483  2.93729763
[31]  3.12003044  3.30276325  3.48549605  3.66822886  3.85096167  4.03369448
[37]  4.21642728  4.39916009  4.58189290  4.76462570  4.94735851  5.13009132
[43]  5.31282413  5.49555693  5.67828974  5.86102255  6.04375535  6.22648816
[49]  6.40922097  6.59195378

$yords
 [1]  98.89311  99.18686  99.48061  99.77436 100.06811 100.36186 100.65561
 [8] 100.94936 101.24311 101.53687 101.83062 102.12437 102.41812 102.71187
[15] 103.00562 103.29937 103.59312 103.88687 104.18062 104.47437 104.76812
[22] 105.06187 105.35562 105.64937 105.94312 106.23688 106.53063 106.82438
[29] 107.11813 107.41188 107.70563 107.99938 108.29313 108.58688 108.88063
[36] 109.17438 109.46813 109.76188 110.05563 110.34938 110.64313 110.93689
[43] 111.23064 111.52439 111.81814 112.11189 112.40564 112.69939 112.99314
[50] 113.28689

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.817335e-19 7.412024e-19 2.788118e-18 9.672079e-18 3.094541e-17
 [2,] 3.722176e-18 1.521189e-17 5.736817e-17 1.995907e-16 6.405748e-16
 [3,] 6.511077e-17 2.663456e-16 1.006313e-15 3.509526e-15 1.129493e-14
 [4,] 9.750420e-16 3.984780e-15 1.506539e-14 5.262598e-14 1.697483e-13
 [5,] 1.255004e-14 5.106842e-14 1.928250e-13 6.738119e-13 2.176415e-12
 [6,] 1.398293e-13 5.629824e-13 2.115733e-12 7.380666e-12 2.383998e-11
 [7,] 1.366177e-12 5.376682e-12 1.998784e-11 6.936704e-11 2.235762e-10
 [8,] 1.198225e-11 4.504219e-11 1.637536e-10 5.619673e-10 1.800959e-09
 [9,] 9.803551e-11 3.382538e-10 1.177519e-09 3.953085e-09 1.252182e-08
[10,] 7.857436e-10 2.358010e-09 7.583287e-09 2.442967e-08 7.571117e-08
[11,] 6.383858e-09 1.595925e-08 4.513932e-08 1.351439e-07 4.026741e-07
[12,] 5.210654e-08 1.085343e-07 2.586376e-07 6.884434e-07 1.916961e-06
[13,] 4.087083e-07 7.397842e-07 1.475052e-06 3.348630e-06 8.377314e-06
[14,] 2.937721e-06 4.866781e-06 8.398204e-06 1.605372e-05 3.469591e-05
[15,] 1.872501e-05 2.953201e-05 4.629853e-05 7.642073e-05 1.402446e-04
[16,] 1.039035e-04 1.598126e-04 2.369750e-04 3.529563e-04 5.592646e-04
[17,] 4.972387e-04 7.560155e-04 1.088528e-03 1.523262e-03 2.165606e-03
[18,] 2.043250e-03 3.093927e-03 4.392728e-03 5.941086e-03 7.884740e-03
[19,] 7.197281e-03 1.089944e-02 1.539455e-02 2.047831e-02 2.614497e-02
[20,] 2.172995e-02 3.299335e-02 4.659575e-02 6.159976e-02 7.716246e-02
[21,] 5.628759e-02 8.582496e-02 1.215755e-01 1.607255e-01 1.999597e-01
[22,] 1.253254e-01 1.921240e-01 2.735429e-01 3.630475e-01 4.519825e-01
[23,] 2.405083e-01 3.710472e-01 5.317971e-01 7.104390e-01 8.893573e-01
[24,] 3.992884e-01 6.204580e-01 8.962713e-01 1.207555e+00 1.524991e+00
[25,] 5.761518e-01 9.024681e-01 1.315328e+00 1.790024e+00 2.285918e+00
[26,] 7.266100e-01 1.148091e+00 1.689896e+00 2.325934e+00 3.009049e+00
[27,] 8.058365e-01 1.285179e+00 1.911934e+00 2.664300e+00 3.496775e+00
[28,] 7.906545e-01 1.273336e+00 1.915810e+00 2.705280e+00 3.606218e+00
[29,] 6.896735e-01 1.121948e+00 1.708039e+00 2.445820e+00 3.314727e+00
[30,] 5.362878e-01 8.814520e-01 1.358413e+00 1.973907e+00 2.722325e+00
[31,] 3.717169e-01 6.174493e-01 9.637585e-01 1.422241e+00 1.998071e+00
[32,] 2.290205e-01 3.846318e-01 6.084998e-01 9.128545e-01 1.307836e+00
[33,] 1.248354e-01 2.121294e-01 3.404855e-01 5.198770e-01 7.605036e-01
[34,] 5.986736e-02 1.030352e-01 1.680032e-01 2.614460e-01 3.909953e-01
[35,] 2.512283e-02 4.384815e-02 7.273726e-02 1.155357e-01 1.768410e-01
[36,] 9.181593e-03 1.627528e-02 2.751007e-02 4.466348e-02 7.002927e-02
[37,] 2.911371e-03 5.249601e-03 9.055788e-03 1.504585e-02 2.417919e-02
[38,] 7.986903e-04 1.467335e-03 2.586990e-03 4.402720e-03 7.252955e-03
[39,] 1.891854e-04 3.546842e-04 6.398971e-04 1.116163e-03 1.884482e-03
[40,] 3.863952e-05 7.403089e-05 1.368035e-04 2.446215e-04 4.230333e-04
[41,] 6.798626e-06 1.332793e-05 2.524224e-05 4.626237e-05 8.187197e-05
[42,] 1.029918e-06 2.067850e-06 4.014848e-06 7.537707e-06 1.363588e-05
[43,] 1.342775e-07 2.762919e-07 5.498509e-07 1.056621e-06 1.951366e-06
[44,] 1.506216e-08 3.177018e-08 6.477566e-08 1.272682e-07 2.396157e-07
[45,] 1.453188e-09 3.141832e-09 6.557621e-09 1.315657e-08 2.521761e-08
[46,] 1.205468e-10 2.670280e-10 5.699537e-10 1.166102e-09 2.272293e-09
[47,] 8.594225e-12 1.949060e-11 4.249112e-11 8.853026e-11 1.751524e-10
[48,] 5.263281e-13 1.220847e-12 2.714860e-12 5.752296e-12 1.154069e-11
[49,] 2.767285e-14 6.557406e-14 1.485371e-13 3.196376e-13 6.495778e-13
[50,] 1.248306e-15 3.017926e-15 6.954003e-15 1.517934e-14 3.121581e-14
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 9.133585e-17 2.487943e-16 6.259014e-16 1.456279e-15 3.146271e-15
 [2,] 1.896786e-15 5.183579e-15 1.308124e-14 3.051104e-14 6.586718e-14
 [3,] 3.354574e-14 9.196151e-14 2.328037e-13 5.446443e-13 1.178845e-12
 [4,] 5.054784e-13 1.389701e-12 3.528644e-12 8.280100e-12 1.797333e-11
 [5,] 6.494173e-12 1.789845e-11 4.557099e-11 1.072395e-10 2.334422e-10
 [6,] 7.121427e-11 1.966296e-10 5.017825e-10 1.183847e-09 2.583947e-09
 [7,] 6.676208e-10 1.844845e-09 4.715324e-09 1.114797e-08 2.439017e-08
 [8,] 5.363551e-09 1.480967e-08 3.787053e-08 8.965092e-08 1.965073e-07
 [9,] 3.705761e-08 1.019947e-07 2.604961e-07 6.167407e-07 1.353219e-06
[10,] 2.213505e-07 6.050082e-07 1.539352e-06 3.638293e-06 7.980727e-06
[11,] 1.151864e-06 3.108432e-06 7.848784e-06 1.846918e-05 4.042303e-05
[12,] 5.280966e-06 1.394340e-05 3.473988e-05 8.106883e-05 1.765406e-04
[13,] 2.167901e-05 5.521146e-05 1.345818e-04 3.097094e-04 6.683801e-04
[14,] 8.148807e-05 1.958986e-04 4.612925e-04 1.038579e-03 2.209100e-03
[15,] 2.883491e-04 6.352305e-04 1.418470e-03 3.089705e-03 6.430112e-03
[16,] 9.864781e-04 1.928011e-03 3.981385e-03 8.259494e-03 1.665454e-02
[17,] 3.306328e-03 5.610029e-03 1.041295e-02 2.014592e-02 3.884352e-02
[18,] 1.075946e-02 1.588525e-02 2.593219e-02 4.565472e-02 8.270951e-02
[19,] 3.312080e-02 4.365298e-02 6.250765e-02 9.808584e-02 1.634807e-01
[20,] 9.364711e-02 1.141601e-01 1.462408e-01 2.033702e-01 3.059570e-01
[21,] 2.376517e-01 2.767648e-01 3.276613e-01 4.099659e-01 5.528821e-01
[22,] 5.335565e-01 6.080192e-01 6.872282e-01 7.968288e-01 9.751074e-01
[23,] 1.052167e+00 1.192191e+00 1.319514e+00 1.463476e+00 1.669312e+00
[24,] 1.818562e+00 2.069948e+00 2.282513e+00 2.484066e+00 2.720923e+00
[25,] 2.758336e+00 3.174455e+00 3.525811e+00 3.831054e+00 4.127663e+00
[26,] 3.683930e+00 4.304658e+00 4.848121e+00 5.316062e+00 5.725185e+00
[27,] 4.352087e+00 5.177624e+00 5.937201e+00 6.611231e+00 7.186109e+00
[28,] 4.569619e+00 5.545627e+00 6.491138e+00 7.366855e+00 8.126492e+00
[29,] 4.281597e+00 5.308042e+00 6.352508e+00 7.363585e+00 8.269163e+00
[30,] 3.588455e+00 4.549843e+00 5.573695e+00 6.606976e+00 7.565627e+00
[31,] 2.690647e+00 3.492441e+00 4.382651e+00 5.315762e+00 6.211254e+00
[32,] 1.801109e+00 2.395145e+00 3.080023e+00 3.822584e+00 4.557427e+00
[33,] 1.072154e+00 1.461441e+00 1.925660e+00 2.444164e+00 2.971382e+00
[34,] 5.647297e-01 7.891357e-01 1.064858e+00 1.380911e+00 1.709962e+00
[35,] 2.618050e-01 3.749329e-01 5.176391e-01 6.849467e-01 8.627538e-01
[36,] 1.062798e-01 1.558830e-01 2.199201e-01 2.964861e-01 3.793327e-01
[37,] 3.760701e-02 5.643571e-02 8.124367e-02 1.114214e-01 1.445969e-01
[38,] 1.155362e-02 1.771742e-02 2.598637e-02 3.620031e-02 4.758930e-02
[39,] 3.071552e-03 4.806520e-03 7.171774e-03 1.013379e-02 1.347931e-02
[40,] 7.046743e-04 1.123612e-03 1.703065e-03 2.437828e-03 3.277581e-03
[41,] 1.391927e-04 2.258210e-04 3.472243e-04 5.029423e-04 6.828741e-04
[42,] 2.362748e-05 3.894685e-05 6.067568e-05 8.884440e-05 1.217301e-04
[43,] 3.441175e-06 5.755646e-06 9.075167e-06 1.342165e-05 1.854565e-05
[44,] 4.294513e-07 7.279580e-07 1.160548e-06 1.732330e-06 2.412686e-06
[45,] 4.587361e-08 7.872003e-08 1.267855e-07 1.908886e-07 2.678462e-07
[46,] 4.190412e-09 7.272540e-09 1.182439e-08 1.794725e-08 2.536128e-08
[47,] 3.270872e-10 5.736253e-10 9.409214e-10 1.439073e-09 2.047299e-09
[48,] 2.180251e-11 3.860847e-11 6.385626e-11 9.837241e-11 1.408561e-10
[49,] 1.240381e-12 2.216469e-12 3.694669e-12 5.731138e-12 8.257412e-12
[50,] 6.020287e-14 1.084955e-13 1.821986e-13 2.844999e-13 4.123806e-13
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.420604e-15 1.342333e-14 3.803317e-14 1.949195e-13 1.400520e-12
 [2,] 1.319920e-13 2.478149e-13 4.541195e-13 9.620435e-13 3.348052e-12
 [3,] 2.364457e-12 4.406503e-12 7.676710e-12 1.277511e-11 2.226810e-11
 [4,] 3.614096e-11 6.745357e-11 1.171845e-10 1.904126e-10 2.930988e-10
 [5,] 4.706664e-10 8.804926e-10 1.531979e-09 2.486931e-09 3.783524e-09
 [6,] 5.223514e-09 9.795618e-09 1.707819e-08 2.776016e-08 4.221817e-08
 [7,] 4.942768e-08 9.291447e-08 1.623400e-07 2.643250e-07 4.023786e-07
 [8,] 3.990897e-07 7.518990e-07 1.316523e-06 2.147491e-06 3.273344e-06
 [9,] 2.752669e-06 5.196043e-06 9.115971e-06 1.489703e-05 2.274008e-05
[10,] 1.624541e-05 3.070578e-05 5.395842e-05 8.832557e-05 1.350279e-04
[11,] 8.222722e-05 1.554731e-04 2.734812e-04 4.482562e-04 6.861919e-04
[12,] 3.581259e-04 6.763648e-04 1.189697e-03 1.951249e-03 2.989825e-03
[13,] 1.348170e-03 2.537777e-03 4.456639e-03 7.306020e-03 1.119726e-02
[14,] 4.412909e-03 8.254402e-03 1.443954e-02 2.362109e-02 3.616725e-02
[15,] 1.265411e-02 2.342662e-02 4.069620e-02 6.627534e-02 1.012021e-01
[16,] 3.207309e-02 5.847321e-02 1.004773e-01 1.623927e-01 2.467021e-01
[17,] 7.258168e-02 1.295192e-01 2.191014e-01 3.500827e-01 5.274618e-01
[18,] 1.482945e-01 2.570858e-01 4.257556e-01 6.694920e-01 9.966488e-01
[19,] 2.771037e-01 4.621925e-01 7.442590e-01 1.145704e+00 1.677779e+00
[20,] 4.813713e-01 7.623580e-01 1.182913e+00 1.770881e+00 2.537589e+00
[21,] 7.936414e-01 1.173810e+00 1.733043e+00 2.499979e+00 3.480845e+00
[22,] 1.268625e+00 1.725335e+00 2.385867e+00 3.273532e+00 4.383921e+00
[23,] 1.989975e+00 2.475483e+00 3.162109e+00 4.062875e+00 5.160297e+00
[24,] 3.045765e+00 3.503919e+00 4.122051e+00 4.901221e+00 5.814429e+00
[25,] 4.457051e+00 4.850142e+00 5.318670e+00 5.853417e+00 6.427414e+00
[26,] 6.091944e+00 6.421153e+00 6.703915e+00 6.923789e+00 7.065682e+00
[27,] 7.641454e+00 7.945599e+00 8.063767e+00 7.974222e+00 7.682312e+00
[28,] 8.708373e+00 9.040066e+00 9.058426e+00 8.736137e+00 8.100054e+00
[29,] 8.972643e+00 9.366224e+00 9.361346e+00 8.923782e+00 8.095114e+00
[30,] 8.334115e+00 8.784272e+00 8.811688e+00 8.375320e+00 7.520477e+00
[31,] 6.954694e+00 7.417710e+00 7.494391e+00 7.140097e+00 6.393834e+00
[32,] 5.188099e+00 5.604366e+00 5.713270e+00 5.472272e+00 4.908745e+00
[33,] 3.437482e+00 3.760897e+00 3.871084e+00 3.733124e+00 3.362691e+00
[34,] 2.008491e+00 2.224486e+00 2.311787e+00 2.245894e+00 2.033967e+00
[35,] 1.027730e+00 1.151345e+00 1.207635e+00 1.181950e+00 1.076739e+00
[36,] 4.577214e-01 5.182202e-01 5.483053e-01 5.405269e-01 4.953733e-01
[37,] 1.765347e-01 2.018177e-01 2.152773e-01 2.136924e-01 1.970038e-01
[38,] 5.872439e-02 6.773727e-02 7.280573e-02 7.274588e-02 6.745226e-02
[39,] 1.679653e-02 1.953514e-02 2.114693e-02 2.126215e-02 1.982536e-02
[40,] 4.121063e-03 4.829980e-03 5.263720e-03 5.324149e-03 4.991325e-03
[41,] 8.657923e-04 1.022069e-03 1.120974e-03 1.140374e-03 1.074727e-03
[42,] 1.555420e-04 1.848714e-04 2.039991e-04 2.086834e-04 1.976814e-04
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[32,] 2.514616686 2.461260402 2.29802788 2.06123208 1.79587654 1.5469397
[33,] 2.365808075 2.431211907 2.38778170 2.25142535 2.04999046 1.8179235
[34,] 2.042817235 2.216387017 2.30314244 2.29710797 2.20315386 2.0369445
[35,] 1.639609248 1.891366233 2.09229495 2.21861615 2.25218138 2.1860741
[36,] 1.246509493 1.538407947 1.81812369 2.05152115 2.20307832 2.2458394
[37,] 0.915770293 1.210694372 1.52468411 1.82155534 2.05779302 2.1943945
[38,] 0.657530510 0.925406514 1.23171779 1.54548308 1.82526924 2.0301354
[39,] 0.460415476 0.683215774 0.95356543 1.25067737 1.54301770 1.7960450
[40,] 0.312743972 0.486940864 0.71232264 0.98052035 1.27383420 1.5684728
[41,] 0.208111566 0.341709556 0.52868536 0.77275158 1.07028077 1.4088913
[42,] 0.140040646 0.245170509 0.40556479 0.63482318 0.94123378 1.3224977
[43,] 0.098444864 0.184501426 0.32614764 0.54362009 0.85383660 1.2626295
[44,] 0.072206262 0.143435697 0.26736281 0.46723441 0.76488580 1.1720260
[45,] 0.053263940 0.110388944 0.21362416 0.38580800 0.64996346 1.0210032
[46,] 0.037856994 0.080819205 0.16058126 0.29689986 0.51074155 0.8173619
[47,] 0.025122276 0.054800133 0.11103221 0.20896801 0.36533817 0.5933473
[48,] 0.015236682 0.033786922 0.06950383 0.13266063 0.23497155 0.3862637
[49,] 0.008307285 0.018661852 0.03886037 0.07502745 0.13433562 0.2231020
[50,] 0.004015048 0.009115609 0.01917474 0.03738085 0.06755578 0.1132065
          [,37]     [,38]     [,39]     [,40]     [,41]     [,42]     [,43]
 [1,] 0.2133565 0.2674810 0.3088556 0.3284685 0.3217419 0.2902668 0.2411920
 [2,] 0.3898122 0.4902914 0.5679842 0.6060405 0.5955944 0.5391177 0.4494702
 [3,] 0.6325962 0.7982460 0.9277743 0.9932172 0.9793622 0.8894892 0.7441103
 [4,] 0.9234432 1.1693182 1.3638672 1.4653134 1.4501415 1.3219476 1.1100561
 [5,] 1.2258017 1.5585517 1.8254797 1.9696659 1.9578223 1.7927716 1.5123560
 [6,] 1.4895198 1.9037158 2.2417035 2.4321167 2.4312612 2.2393993 1.9006270
 [7,] 1.6601591 2.1362904 2.5333558 2.7686949 2.7887920 2.5890456 2.2154800
 [8,] 1.6962581 2.2022711 2.6358967 2.9086539 2.9593113 2.7762251 2.4016852
 [9,] 1.5893780 2.0872677 2.5281718 2.8245405 2.9109722 2.7676698 2.4278055
[10,] 1.3715807 1.8272308 2.2462776 2.5483981 2.6683324 2.5787838 2.3005093
[11,] 1.1022929 1.4942733 1.8700708 2.1607518 2.3051064 2.2705605 2.0651128
[12,] 0.8450166 1.1694739 1.4946069 1.7638961 1.9223078 1.9344916 1.7975891
[13,] 0.6489159 0.9199228 1.2041820 1.4553791 1.6239391 1.6727759 1.5905352
[14,] 0.5381079 0.7823571 1.0497496 1.2997159 1.4847258 1.5647204 1.5211762
[15,] 0.5049487 0.7496931 1.0265038 1.2959485 1.5084240 1.6185956 1.6010591
[16,] 0.5115514 0.7696679 1.0676337 1.3648612 1.6079040 1.7455035 1.7460649
[17,] 0.5077039 0.7697263 1.0761761 1.3865647 1.6460418 1.8004149 1.8144061
[18,] 0.4597085 0.7004072 0.9850622 1.2770162 1.5255486 1.6793365 1.7034969
[19,] 0.3692150 0.5649803 0.7998400 1.0445585 1.2577275 1.3962047 1.4290780
[20,] 0.2669582 0.4111391 0.5886076 0.7788232 0.9514075 1.0729757 1.1173487
[21,] 0.1890841 0.2952433 0.4322233 0.5867497 0.7370377 0.8564670 0.9208158
[22,] 0.1569403 0.2506998 0.3788123 0.5321858 0.6926107 0.8343909 0.9302977
[23,] 0.1724789 0.2798019 0.4308500 0.6172224 0.8188825 1.0050560 1.1407698
[24,] 0.2253821 0.3639267 0.5589783 0.7996418 1.0597812 1.2994343 1.4734077
[25,] 0.3022057 0.4773619 0.7220948 1.0204172 1.3375780 1.6230453 1.8219671
[26,] 0.3926115 0.5968231 0.8816994 1.2243785 1.5808308 1.8911286 2.0938392
[27,] 0.4929555 0.7070898 1.0102919 1.3721720 1.7404365 2.0487152 2.2332879
[28,] 0.6075971 0.8041444 1.0959216 1.4458590 1.7957827 2.0766159 2.2264327
[29,] 0.7463722 0.8943451 1.1417490 1.4475857 1.7513332 1.9849649 2.0912543
[30,] 0.9179092 0.9890615 1.1605882 1.3924342 1.6264283 1.7992192 1.8598979
[31,] 1.1226918 1.0988600 1.1697895 1.3028558 1.4480463 1.5505143 1.5666807
[32,] 1.3515233 1.2320419 1.1911109 1.2100477 1.2531866 1.2783560 1.2505567
[33,] 1.5902187 1.3957509 1.2508132 1.1550070 1.0920149 1.0361686 0.9627315
[34,] 1.8232948 1.5918552 1.3702510 1.1768775 1.0167369 0.8826811 0.7615580
[35,] 2.0289219 1.8048286 1.5474991 1.2904107 1.0575080 0.8587999 0.6923485
[36,] 2.1712730 1.9938692 1.7471946 1.4726174 1.2061036 0.9693879 0.7688367
[37,] 2.2099460 2.1085019 1.9176617 1.6774189 1.4255754 1.1871152 0.9718642
[38,] 2.1326291 2.1274930 2.0312742 1.8730321 1.6815618 1.4762519 1.2656796
[39,] 1.9821239 2.0877004 2.1139327 2.0709207 1.9697810 1.8179563 1.6203610
[40,] 1.8395580 2.0652789 2.2282564 2.3144979 2.3124802 2.2149188 2.0233375
[41,] 1.7670744 2.1147590 2.4151118 2.6284874 2.7193199 2.6652592 2.4656122
[42,] 1.7605709 2.2186635 2.6428662 2.9701775 3.1424903 3.1229278 2.9084788
[43,] 1.7560617 2.2942834 2.8121481 3.2294527 3.4699556 3.4836018 3.2633196
[44,] 1.6796457 2.2495844 2.8135313 3.2833528 3.5722340 3.6203361 3.4148267
[45,] 1.4949184 2.0393277 2.5908863 3.0640376 3.3712804 3.4490622 3.2790396
[46,] 1.2167128 1.6843963 2.1681132 2.5940225 2.8838030 2.9776847 2.8543904
[47,] 0.8952012 1.2546075 1.6331358 1.9741826 2.2156323 2.3079218 2.2304953
[48,] 0.5893667 0.8347086 1.0972836 1.3387368 1.5156225 1.5918583 1.5506246
[49,] 0.3437326 0.4913402 0.6516258 0.8017656 0.9151158 0.9687218 0.9508293
[50,] 0.1759364 0.2536114 0.3391041 0.4205684 0.4837642 0.5159945 0.5102242
          [,44]     [,45]      [,46]      [,47]      [,48]      [,49]
 [1,] 0.1845884 0.1301134 0.08447256 0.05051097 0.02781841 0.01411093
 [2,] 0.3451461 0.2441127 0.15902422 0.09541628 0.05273132 0.02684123
 [3,] 0.5733693 0.4069429 0.26603321 0.16019283 0.08884991 0.04539202
 [4,] 0.8586289 0.6117858 0.40154136 0.24277398 0.13521332 0.06937245
 [5,] 1.1753507 0.8415362 0.55510914 0.33735965 0.18889784 0.09745196
 [6,] 1.4864197 1.0712238 0.71142532 0.43541783 0.24560085 0.12767929
 [7,] 1.7475276 1.2706720 0.85177103 0.52640580 0.29995567 0.15760270
 [8,] 1.9160565 1.4098282 0.95681010 0.59899616 0.34593864 0.18432707
 [9,] 1.9650537 1.4676862 1.01164241 0.64356376 0.37788644 0.20481810
[10,] 1.8945085 1.4403212 1.01096445 0.65515823 0.39201847 0.21658510
[11,] 1.7343286 1.3449301 0.96304807 0.63675281 0.38873954 0.21912766
[12,] 1.5423225 1.2217963 0.89358442 0.60333243 0.37603715 0.21633367
[13,] 1.3958798 1.1306098 0.84507990 0.58285878 0.37091130 0.21776045
[14,] 1.3640677 1.1281556 0.86048569 0.60523862 0.39254249 0.23474392
[15,] 1.4598483 1.2269270 0.95043276 0.67857599 0.44651325 0.27077891
[16,] 1.6094274 1.3669336 1.06975235 0.77139130 0.51252941 0.31377146
[17,] 1.6847252 1.4413206 1.13614750 0.82519874 0.55225646 0.34055870
[18,] 1.5924068 1.3718187 1.08916533 0.79702743 0.53760964 0.33428091
[19,] 1.3488334 1.1741295 0.94274902 0.69834993 0.47734136 0.30112987
[20,] 1.0746551 0.9548752 0.78404657 0.59508357 0.41761669 0.27105761
[21,] 0.9161334 0.8436160 0.71910484 0.56747071 0.41459142 0.28042898
[22,] 0.9598508 0.9163641 0.80938597 0.66129405 0.49969141 0.34912882
[23,] 1.1971891 1.1614825 1.04153488 0.86311498 0.66087063 0.46744940
[24,] 1.5446726 1.4970322 1.34105010 1.11023044 0.84931160 0.60025450
[25,] 1.8916893 1.8163737 1.61273075 1.32395243 1.00480982 0.70491652
[26,] 2.1448569 2.0325129 1.78165480 1.44460039 1.08337705 0.75142466
[27,] 2.2528673 2.1026148 1.81550248 1.45027135 1.07182046 0.73285007
[28,] 2.2097343 2.0291515 1.72373276 1.35459321 0.98482010 0.66243701
[29,] 2.0414432 1.8441190 1.54084892 1.19069392 0.85098914 0.56256643
[30,] 1.7855417 1.5875518 1.30570213 0.99291997 0.69804234 0.45369169
[31,] 1.4776301 1.2937927 1.04887360 0.78631165 0.54480157 0.34879372
[32,] 1.1533758 0.9931085 0.79405947 0.58789694 0.40243678 0.25451992
[33,] 0.8574485 0.7210297 0.56694478 0.41443136 0.28069201 0.17581162
[34,] 0.6419800 0.5197083 0.39840127 0.28633259 0.19167655 0.11902578
[35,] 0.5505004 0.4263118 0.31694669 0.22335012 0.14773929 0.09111284
[36,] 0.6006910 0.4583127 0.33722216 0.23626665 0.15596820 0.09625787
[37,] 0.7794437 0.6067368 0.45302329 0.32079613 0.21346988 0.13259390
[38,] 1.0527044 0.8410998 0.63896366 0.45740104 0.30639958 0.19110372
[39,] 1.3844541 1.1245725 0.86179427 0.61911712 0.41493868 0.25851863
[40,] 1.7525479 1.4311677 1.09636993 0.78466434 0.52295775 0.32376497
[41,] 2.1449069 1.7486688 1.33205862 0.94570997 0.62446117 0.38285036
[42,] 2.5331073 2.0590502 1.55932124 1.09845173 0.71880998 0.43644476
[43,] 2.8487589 2.3146497 1.74845133 1.22661135 0.79842770 0.48180719
[44,] 2.9951837 2.4408685 1.84661323 1.29592989 0.84303862 0.50802579
[45,] 2.8950459 2.3721765 1.80278152 1.26991088 0.82866533 0.50063137
[46,] 2.5389496 2.0944748 1.60157195 1.13458929 0.74426539 0.45185474
[47,] 1.9992291 1.6611718 1.27896224 0.91198664 0.60201010 0.36770977
[48,] 1.4003821 1.1720737 0.90876164 0.65244315 0.43355225 0.26653650
[49,] 0.8650626 0.7292476 0.56939214 0.41159891 0.27534476 0.17038588
[50,] 0.4675691 0.3969562 0.31208969 0.22713033 0.15294825 0.09525841
            [,50]
 [1,] 0.006592587
 [2,] 0.012584159
 [3,] 0.021360561
 [4,] 0.032787639
 [5,] 0.046322883
 [6,] 0.061178673
 [7,] 0.076361421
 [8,] 0.090621903
 [9,] 0.102480926
[10,] 0.110489286
[11,] 0.114042932
[12,] 0.114868700
[13,] 0.117937616
[14,] 0.129426235
[15,] 0.151330767
[16,] 0.176993670
[17,] 0.193519399
[18,] 0.191623215
[19,] 0.175365732
[20,] 0.162758321
[21,] 0.175602002
[22,] 0.225500631
[23,] 0.305379455
[24,] 0.391872632
[25,] 0.457056687
[26,] 0.481973559
[27,] 0.463575328
[28,] 0.412287124
[29,] 0.344034238
[30,] 0.272646579
[31,] 0.206339204
[32,] 0.148672229
[33,] 0.101730225
[34,] 0.068393008
[35,] 0.052157247
[36,] 0.055244652
[37,] 0.076522064
[38,] 0.110595093
[39,] 0.149346743
[40,] 0.185849803
[41,] 0.217638122
[42,] 0.245638301
[43,] 0.269337342
[44,] 0.283423005
[45,] 0.279875459
[46,] 0.253774743
[47,] 0.207731312
[48,] 0.151531994
[49,] 0.097490796
[50,] 0.054849443

> 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  
  105.91970      0.07706  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/138mo1256827268.ps tmp/138mo1256827268.png")
> system("convert tmp/29s3j1256827269.ps tmp/29s3j1256827269.png")
> system("convert tmp/3dcd01256827269.ps tmp/3dcd01256827269.png")
> system("convert tmp/40d751256827269.ps tmp/40d751256827269.png")
> system("convert tmp/5p9ad1256827269.ps tmp/5p9ad1256827269.png")
> system("convert tmp/609xl1256827269.ps tmp/609xl1256827269.png")
> system("convert tmp/7j8uc1256827269.ps tmp/7j8uc1256827269.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.180   1.680   3.559