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

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

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

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

> z <- c(95.1,97,112.7,102.9,97.4,111.4,87.4,96.8,114.1,110.3,103.9,101.6,94.6,95.9,104.7,102.8,98.1,113.9,80.9,95.7,113.2,105.9,108.8,102.3,99,100.7,115.5,100.7,109.9,114.6,85.4,100.5,114.8,116.5,112.9,102,106,105.3,118.8,106.1,109.3,117.2,92.5,104.2,112.5,122.4,113.3,100,110.7,112.8,109.8,117.3,109.1,115.9,96,99.8,116.8,115.7,99.4,94.3,91,93.2,103.1,94.1,91.8,102.7,82.6)
> y <- c(267413,267366,264777,258863,254844,254868,277267,285351,286602,283042,276687,277915,277128,277103,275037,270150,267140,264993,287259,291186,292300,288186,281477,282656,280190,280408,276836,275216,274352,271311,289802,290726,292300,278506,269826,265861,269034,264176,255198,253353,246057,235372,258556,260993,254663,250643,243422,247105,248541,245039,237080,237085,225554,226839,247934,248333,246969,245098,246263,255765,264319,268347,273046,273963,267430,271993,292710)
> x <- c(294912,293488,290555,284736,281818,287854,316263,325412,326011,328282,317480,317539,313737,312276,309391,302950,300316,304035,333476,337698,335932,323931,313927,314485,313218,309664,302963,298989,298423,301631,329765,335083,327616,309119,295916,291413,291542,284678,276475,272566,264981,263290,296806,303598,286994,276427,266424,267153,268381,262522,255542,253158,243803,250741,280445,285257,270976,261076,255603,260376,263903,264291,263276,262572,256167,264221,293860)
> par7 = 'Variable Z'
> par6 = 'Variable Y'
> par5 = 'Variable X'
> 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/1lf8e1262196878.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/2u36i1262196878.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/3a8oe1262196878.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/4d65i1262196878.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/5d9ot1262196878.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  
  1.007e+05    5.664e-01  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6k9l61262196878.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] 214364.0 216191.2 218018.5 219845.8 221673.0 223500.3 225327.6 227154.8
 [9] 228982.1 230809.4 232636.6 234463.9 236291.2 238118.4 239945.7 241773.0
[17] 243600.2 245427.5 247254.8 249082.0 250909.3 252736.6 254563.8 256391.1
[25] 258218.4 260045.6 261872.9 263700.2 265527.4 267354.7 269182.0 271009.2
[33] 272836.5 274663.8 276491.0 278318.3 280145.6 281972.8 283800.1 285627.4
[41] 287454.6 289281.9 291109.2 292936.4 294763.7 296591.0 298418.2 300245.5
[49] 302072.8 303900.0

$yords
 [1]  75.60624  76.66925  77.73226  78.79527  79.85829  80.92130  81.98431
 [8]  83.04732  84.11033  85.17334  86.23635  87.29936  88.36237  89.42538
[15]  90.48839  91.55140  92.61441  93.67742  94.74043  95.80344  96.86645
[22]  97.92946  98.99247 100.05548 101.11849 102.18151 103.24452 104.30753
[29] 105.37054 106.43355 107.49656 108.55957 109.62258 110.68559 111.74860
[36] 112.81161 113.87462 114.93763 116.00064 117.06365 118.12666 119.18967
[43] 120.25268 121.31569 122.37870 123.44171 124.50473 125.56774 126.63075
[50] 127.69376

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 3.507329e-24 4.659984e-23 5.571409e-22 5.993764e-21 5.802141e-20
 [2,] 2.345913e-23 3.011515e-22 3.479490e-21 3.618055e-20 3.385755e-19
 [3,] 1.468430e-22 1.820512e-21 2.031894e-20 2.041432e-19 1.846188e-18
 [4,] 8.612466e-22 1.030576e-20 1.110556e-19 1.077586e-18 9.414169e-18
 [5,] 4.740196e-21 5.470651e-20 5.688085e-19 5.327246e-18 4.493654e-17
 [6,] 2.452893e-20 2.727802e-19 2.734317e-18 2.469969e-17 2.010352e-16
 [7,] 1.196076e-19 1.280285e-18 1.235993e-17 1.075896e-16 8.442686e-16
 [8,] 5.510324e-19 5.670065e-18 5.265719e-17 4.412165e-16 3.334733e-15
 [9,] 2.405423e-18 2.376098e-17 2.119916e-16 1.707691e-15 1.241687e-14
[10,] 9.979307e-18 9.449831e-17 8.088260e-16 6.255326e-15 4.369975e-14
[11,] 3.945770e-17 3.577192e-16 2.933317e-15 2.174986e-14 1.457854e-13
[12,] 1.490427e-16 1.292281e-15 1.014022e-14 7.199343e-14 4.623792e-13
[13,] 5.386885e-16 4.464132e-15 3.349130e-14 2.274476e-13 1.398081e-12
[14,] 1.864307e-15 1.476335e-14 1.058525e-13 6.871890e-13 4.039327e-12
[15,] 6.176862e-15 4.675203e-14 3.203692e-13 1.987781e-12 1.116868e-11
[16,] 1.957584e-14 1.416888e-13 9.283130e-13 5.506260e-12 2.957354e-11
[17,] 5.927865e-14 4.105124e-13 2.573085e-12 1.459812e-11 7.497818e-11
[18,] 1.713802e-13 1.135770e-12 6.814283e-12 3.700232e-11 1.818607e-10
[19,] 4.731622e-13 2.998961e-12 1.722483e-11 8.956724e-11 4.215265e-10
[20,] 1.250241e-12 7.561925e-12 4.154605e-11 2.068784e-10 9.327186e-10
[21,] 3.178569e-12 1.825757e-11 9.572130e-11 4.560059e-10 1.969327e-09
[22,] 7.852671e-12 4.245780e-11 2.113498e-10 9.607514e-10 3.969935e-09
[23,] 1.914088e-11 9.607681e-11 4.500845e-10 1.942247e-09 7.657764e-09
[24,] 4.691167e-11 2.147416e-10 9.341642e-10 3.793544e-09 1.419715e-08
[25,] 1.175490e-10 4.824776e-10 1.917092e-09 7.234200e-09 2.548254e-08
[26,] 3.029546e-10 1.105448e-09 3.952214e-09 1.365265e-08 4.474002e-08
[27,] 7.960360e-10 2.592970e-09 8.282371e-09 2.585368e-08 7.778610e-08
[28,] 2.092151e-09 6.169269e-09 1.767724e-08 4.957769e-08 1.354672e-07
[29,] 5.386065e-09 1.462477e-08 3.806414e-08 9.628131e-08 2.378532e-07
[30,] 1.335214e-08 3.388944e-08 8.134658e-08 1.875991e-07 4.204244e-07
[31,] 3.149940e-08 7.557800e-08 1.696096e-07 3.613919e-07 7.414954e-07
[32,] 7.019505e-08 1.604606e-07 3.402497e-07 6.781026e-07 1.288395e-06
[33,] 1.471158e-07 3.221056e-07 6.503333e-07 1.224380e-06 2.177941e-06
[34,] 2.892616e-07 6.088610e-07 1.176968e-06 2.109290e-06 3.545689e-06
[35,] 5.329000e-07 1.081322e-06 2.009558e-06 3.448328e-06 5.519928e-06
[36,] 9.193775e-07 1.802382e-06 3.230828e-06 5.333274e-06 8.181309e-06
[37,] 1.485327e-06 2.818814e-06 4.887392e-06 7.792068e-06 1.151650e-05
[38,] 2.247898e-06 4.137355e-06 6.956711e-06 1.075026e-05 1.538088e-05
[39,] 3.188854e-06 5.702988e-06 9.322816e-06 1.401005e-05 1.948706e-05
[40,] 4.244124e-06 7.389799e-06 1.177414e-05 1.726074e-05 2.342995e-05
[41,] 5.305578e-06 9.012652e-06 1.403085e-05 2.012441e-05 2.674778e-05
[42,] 6.238147e-06 1.036052e-05 1.579792e-05 2.222738e-05 2.900608e-05
[43,] 6.908973e-06 1.124287e-05 1.682890e-05 2.327786e-05 2.988431e-05
[44,] 7.219366e-06 1.153412e-05 1.698058e-05 2.312784e-05 2.924394e-05
[45,] 7.128426e-06 1.120137e-05 1.624232e-05 2.180307e-05 2.716115e-05
[46,] 6.660519e-06 1.030782e-05 1.473344e-05 1.949511e-05 2.391503e-05
[47,] 5.895480e-06 8.993015e-06 1.267234e-05 1.651898e-05 1.993178e-05
[48,] 4.946666e-06 7.438635e-06 1.032805e-05 1.324765e-05 1.569721e-05
[49,] 3.935009e-06 5.830484e-06 7.967237e-06 1.003967e-05 1.166043e-05
[50,] 2.966459e-06 4.326202e-06 5.808990e-06 7.177771e-06 8.155558e-06
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.054048e-19 3.961733e-18 2.794965e-17 1.774998e-16 1.015028e-15
 [2,] 2.851403e-18 2.161285e-17 1.474564e-16 9.057266e-16 5.010031e-15
 [3,] 1.502856e-17 1.101237e-16 7.264554e-16 4.315031e-15 2.308520e-14
 [4,] 7.404789e-17 5.243921e-16 3.343870e-15 1.920308e-14 9.934533e-14
 [5,] 3.413696e-16 2.335494e-15 1.439096e-14 7.987863e-14 3.995091e-13
 [6,] 1.474150e-15 9.738367e-15 5.795924e-14 3.108251e-13 1.502409e-12
 [7,] 5.971437e-15 3.806570e-14 2.187000e-13 1.132604e-12 5.288564e-12
 [8,] 2.272995e-14 1.397057e-13 7.742759e-13 3.869767e-12 1.744573e-11
 [9,] 8.147471e-14 4.823635e-13 2.576548e-12 1.241772e-11 5.401119e-11
[10,] 2.756946e-13 1.570427e-12 8.076156e-12 3.749769e-11 1.572190e-10
[11,] 8.831198e-13 4.833808e-12 2.390418e-11 1.068020e-10 4.312079e-10
[12,] 2.685777e-12 1.410696e-11 6.699521e-11 2.876784e-10 1.117130e-09
[13,] 7.777249e-12 3.914845e-11 1.783084e-10 7.348817e-10 2.741199e-09
[14,] 2.149754e-11 1.035881e-10 4.519403e-10 1.785463e-09 6.388977e-09
[15,] 5.683211e-11 2.619325e-10 1.093570e-09 4.136722e-09 1.418303e-08
[16,] 1.438543e-10 6.338881e-10 2.530951e-09 9.159669e-09 3.006079e-08
[17,] 3.487237e-10 1.469176e-09 5.608828e-09 1.941207e-08 6.094350e-08
[18,] 8.091933e-10 3.260784e-09 1.190531e-08 3.940460e-08 1.183163e-07
[19,] 1.795620e-09 6.925455e-09 2.419497e-08 7.661392e-08 2.200572e-07
[20,] 3.806320e-09 1.406139e-08 4.704196e-08 1.426055e-07 3.920442e-07
[21,] 7.701903e-09 2.727005e-08 8.742925e-08 2.539383e-07 6.687164e-07
[22,] 1.487598e-08 5.049670e-08 1.552419e-07 4.323583e-07 1.091593e-06
[23,] 2.745832e-08 8.932765e-08 2.633909e-07 7.038081e-07 1.705063e-06
[24,] 4.857268e-08 1.512285e-07 4.274873e-07 1.096159e-06 2.549770e-06
[25,] 8.275776e-08 2.458705e-07 6.653256e-07 1.636328e-06 3.655367e-06
[26,] 1.368289e-07 3.859768e-07 9.969344e-07 2.348292e-06 5.035633e-06
[27,] 2.216870e-07 5.894221e-07 1.446328e-06 3.253853e-06 6.688802e-06
[28,] 3.557411e-07 8.833737e-07 2.045865e-06 4.377157e-06 8.603880e-06
[29,] 5.704589e-07 1.310717e-06 2.842942e-06 5.751818e-06 1.077022e-05
[30,] 9.177839e-07 1.937639e-06 3.906690e-06 7.426783e-06 1.318465e-05
[31,] 1.477616e-06 2.859293e-06 5.330352e-06 9.465729e-06 1.585050e-05
[32,] 2.361545e-06 4.198751e-06 7.224523e-06 1.193626e-05 1.876709e-05
[33,] 3.707521e-06 6.094416e-06 9.698534e-06 1.488974e-05 2.191425e-05
[34,] 5.660564e-06 8.673502e-06 1.283168e-05 1.833771e-05 2.524046e-05
[35,] 8.338078e-06 1.201408e-05 1.664044e-05 2.223239e-05 2.866004e-05
[36,] 1.178452e-05 1.610355e-05 2.104976e-05 2.645539e-05 3.205636e-05
[37,] 1.592682e-05 2.080449e-05 2.587429e-05 3.081250e-05 3.528081e-05
[38,] 2.054575e-05 2.583861e-05 3.081271e-05 3.502980e-05 3.814011e-05
[39,] 2.527643e-05 3.079593e-05 3.545688e-05 3.875291e-05 4.037899e-05
[40,] 2.964417e-05 3.517243e-05 3.932130e-05 4.156203e-05 4.168136e-05
[41,] 3.313271e-05 3.843606e-05 4.190102e-05 4.302146e-05 4.171509e-05
[42,] 3.527327e-05 4.011625e-05 4.276120e-05 4.277078e-05 4.022445e-05
[43,] 3.573758e-05 3.990398e-05 4.164525e-05 4.063823e-05 3.714020e-05
[44,] 3.441405e-05 3.773788e-05 3.856796e-05 3.673109e-05 3.265403e-05
[45,] 3.144556e-05 3.384520e-05 3.385101e-05 3.145377e-05 2.721144e-05
[46,] 2.721240e-05 2.871281e-05 2.807286e-05 2.543163e-05 2.141478e-05
[47,] 2.225757e-05 2.298683e-05 2.194022e-05 1.936244e-05 1.587345e-05
[48,] 1.717187e-05 1.732909e-05 1.612485e-05 1.385256e-05 1.106254e-05
[49,] 1.247276e-05 1.227885e-05 1.112490e-05 9.298881e-06 7.241614e-06
[50,] 8.514697e-06 8.164794e-06 7.195424e-06 5.850944e-06 4.451420e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.228883e-15 2.428191e-14 1.017551e-13 3.854608e-13 1.323947e-12
 [2,] 2.496806e-14 1.121796e-13 4.548362e-13 1.666754e-12 5.534097e-12
 [3,] 1.112885e-13 4.837446e-13 1.897781e-12 6.729103e-12 2.161215e-11
 [4,] 4.632054e-13 1.947756e-12 7.393382e-12 2.536861e-11 7.884441e-11
 [5,] 1.801249e-12 7.325921e-12 2.690356e-11 8.933266e-11 2.687241e-10
 [6,] 6.548402e-12 2.575451e-11 9.148894e-11 2.939560e-10 8.559125e-10
 [7,] 2.227530e-11 8.469074e-11 2.909457e-10 9.044117e-10 2.548832e-09
 [8,] 7.097443e-11 2.607521e-10 8.659938e-10 2.603717e-09 7.101088e-09
 [9,] 2.121059e-10 7.525856e-10 2.415193e-09 7.020851e-09 1.852476e-08
[10,] 5.955123e-10 2.039249e-09 6.319925e-09 1.775350e-08 4.529969e-08
[11,] 1.573897e-09 5.197076e-09 1.554224e-08 4.216255e-08 1.039765e-07
[12,] 3.924764e-09 1.248398e-08 3.599249e-08 9.421023e-08 2.243758e-07
[13,] 9.258284e-09 2.833437e-08 7.866758e-08 1.984762e-07 4.560867e-07
[14,] 2.071726e-08 6.092570e-08 1.626918e-07 3.951734e-07 8.751825e-07
[15,] 4.409897e-08 1.244555e-07 3.192195e-07 7.455095e-07 1.589205e-06
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[27,] 8.267065e-06 4.885229e-06 2.680490e-06 1.357828e-06 6.318462e-07
[28,] 6.609758e-06 3.720569e-06 1.942517e-06 9.359403e-07 4.143053e-07
[29,] 5.622842e-06 3.036115e-06 1.515456e-06 6.961992e-07 2.932649e-07
[30,] 5.133313e-06 2.685973e-06 1.293084e-06 5.705933e-07 2.300669e-07
[31,] 4.932493e-06 2.520487e-06 1.179539e-06 5.038996e-07 1.960093e-07
[32,] 4.831771e-06 2.418700e-06 1.104589e-06 4.590026e-07 1.732005e-07
[33,] 4.697180e-06 2.303236e-06 1.027358e-06 4.159974e-07 1.526767e-07
[34,] 4.461245e-06 2.140343e-06 9.321697e-07 3.679699e-07 1.315021e-07
[35,] 4.115315e-06 1.929774e-06 8.203396e-07 3.157634e-07 1.099617e-07
[36,] 3.689083e-06 1.689963e-06 7.012143e-07 2.633125e-07 8.942692e-08
[37,] 3.226192e-06 1.443790e-06 5.849685e-07 2.144394e-07 7.109123e-08
[38,] 2.764643e-06 1.208977e-06 4.785375e-07 1.713654e-07 5.549742e-08
[39,] 2.327284e-06 9.946394e-07 3.847217e-07 1.346215e-07 4.260058e-08
[40,] 1.922571e-06 8.028788e-07 3.034044e-07 1.037123e-07 3.205663e-08
[41,] 1.551336e-06 6.326228e-07 2.333980e-07 7.787398e-08 2.348896e-08
[42,] 1.213937e-06 4.829230e-07 1.737600e-07 5.652424e-08 1.661715e-08
[43,] 9.138230e-07 3.542362e-07 1.241564e-07 3.932851e-08 1.125451e-08
[44,] 6.568138e-07 2.478199e-07 8.451274e-08 2.603843e-08 7.244875e-09
[45,] 4.479372e-07 1.643388e-07 5.447590e-08 1.630890e-08 4.407783e-09
[46,] 2.884579e-07 1.028181e-07 3.310208e-08 9.621830e-09 2.524063e-09
[47,] 1.747774e-07 6.048376e-08 1.889994e-08 5.330555e-09 1.356450e-09
[48,] 9.938256e-08 3.337279e-08 1.011637e-08 2.767157e-09 6.827409e-10
[49,] 5.293806e-08 1.724210e-08 5.068221e-09 1.343993e-09 3.214086e-10
[50,] 2.638165e-08 8.331316e-09 2.373955e-09 6.101237e-10 1.413835e-10

> 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  
  1.608e+02   -2.127e-04  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7i7f51262196878.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] 228515.2 231055.4 233595.6 236135.8 238676.1 241216.3 243756.5 246296.7
 [9] 248836.9 251377.1 253917.4 256457.6 258997.8 261538.0 264078.2 266618.4
[17] 269158.7 271698.9 274239.1 276779.3 279319.5 281859.7 284400.0 286940.2
[25] 289480.4 292020.6 294560.8 297101.0 299641.3 302181.5 304721.7 307261.9
[33] 309802.1 312342.3 314882.6 317422.8 319963.0 322503.2 325043.4 327583.6
[41] 330123.9 332664.1 335204.3 337744.5 340284.7 342824.9 345365.2 347905.4
[49] 350445.6 352985.8

$yords
 [1]  75.60624  76.66925  77.73226  78.79527  79.85829  80.92130  81.98431
 [8]  83.04732  84.11033  85.17334  86.23635  87.29936  88.36237  89.42538
[15]  90.48839  91.55140  92.61441  93.67742  94.74043  95.80344  96.86645
[22]  97.92946  98.99247 100.05548 101.11849 102.18151 103.24452 104.30753
[29] 105.37054 106.43355 107.49656 108.55957 109.62258 110.68559 111.74860
[36] 112.81161 113.87462 114.93763 116.00064 117.06365 118.12666 119.18967
[43] 120.25268 121.31569 122.37870 123.44171 124.50473 125.56774 126.63075
[50] 127.69376

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 3.400579e-13 1.628990e-12 7.102565e-12 2.818939e-11 1.018568e-10
 [2,] 8.720767e-13 4.110542e-12 1.763704e-11 6.889362e-11 2.450332e-10
 [3,] 2.105928e-12 9.766036e-12 4.123339e-11 1.585168e-10 5.549657e-10
 [4,] 4.792751e-12 2.186225e-11 9.081929e-11 3.436003e-10 1.184094e-09
 [5,] 1.029142e-11 4.615576e-11 1.886056e-10 7.021429e-10 2.381660e-09
 [6,] 2.088672e-11 9.201445e-11 3.696619e-10 1.353789e-09 4.519296e-09
 [7,] 4.018312e-11 1.735490e-10 6.847252e-10 2.465344e-09 8.097082e-09
 [8,] 7.367175e-11 3.107080e-10 1.201178e-09 4.246506e-09 1.371243e-08
 [9,] 1.299830e-10 5.311732e-10 2.002905e-09 6.934353e-09 2.198274e-08
[10,] 2.245395e-10 8.765895e-10 3.195578e-09 1.077787e-08 3.344178e-08
[11,] 3.901602e-10 1.422900e-09 4.936977e-09 1.606064e-08 4.848519e-08
[12,] 7.048335e-10 2.336464e-09 7.535434e-09 2.324406e-08 6.752222e-08
[13,] 1.356393e-09 4.006414e-09 1.169349e-08 3.337057e-08 9.157936e-08
[14,] 2.776348e-09 7.316048e-09 1.900916e-08 4.891396e-08 1.236511e-07
[15,] 5.884901e-09 1.412856e-08 3.285588e-08 7.525094e-08 1.710178e-07
[16,] 1.248199e-08 2.803618e-08 5.969215e-08 1.227711e-07 2.484383e-07
[17,] 2.577245e-08 5.531584e-08 1.106388e-07 2.092563e-07 3.814882e-07
[18,] 5.090601e-08 1.058190e-07 2.027737e-07 3.615357e-07 6.084136e-07
[19,] 9.524930e-08 1.932267e-07 3.591186e-07 6.147508e-07 9.780541e-07
[20,] 1.679499e-07 3.338623e-07 6.059935e-07 1.007301e-06 1.541349e-06
[21,] 2.783320e-07 5.433217e-07 9.667181e-07 1.570303e-06 2.335446e-06
[22,] 4.329345e-07 8.308072e-07 1.451882e-06 2.312570e-06 3.362790e-06
[23,] 6.316247e-07 1.192256e-06 2.048481e-06 3.205272e-06 4.571814e-06
[24,] 8.640244e-07 1.604726e-06 2.712260e-06 4.173106e-06 5.848802e-06
[25,] 1.108043e-06 2.025221e-06 3.368282e-06 5.098922e-06 7.029375e-06
[26,] 1.332101e-06 2.396351e-06 3.922755e-06 5.844946e-06 7.931752e-06
[27,] 1.501444e-06 2.658781e-06 4.284846e-06 6.286814e-06 8.404260e-06
[28,] 1.587124e-06 2.767232e-06 4.392151e-06 6.349818e-06 8.371362e-06
[29,] 1.574714e-06 2.704544e-06 4.230766e-06 6.034035e-06 7.860844e-06
[30,] 1.469560e-06 2.488550e-06 3.842351e-06 5.418697e-06 7.001636e-06
[31,] 1.296682e-06 2.169349e-06 3.315862e-06 4.644781e-06 5.993971e-06
[32,] 1.095739e-06 1.818657e-06 2.768066e-06 3.883645e-06 5.064514e-06
[33,] 9.133448e-07 1.515781e-06 2.320720e-06 3.303772e-06 4.422842e-06
[34,] 7.955578e-07 1.334990e-06 2.081574e-06 3.045220e-06 4.230678e-06
[35,] 7.821405e-07 1.336546e-06 2.131922e-06 3.204341e-06 4.585544e-06
[36,] 9.023457e-07 1.560486e-06 2.518543e-06 3.824800e-06 5.512598e-06
[37,] 1.170718e-06 2.020518e-06 3.245934e-06 4.889146e-06 6.957426e-06
[38,] 1.581865e-06 2.696638e-06 4.267252e-06 6.309505e-06 8.778830e-06
[39,] 2.105139e-06 3.528481e-06 5.477613e-06 7.923113e-06 1.074949e-05
[40,] 2.682421e-06 4.414689e-06 6.717562e-06 9.502987e-06 1.257658e-05
[41,] 3.232897e-06 5.223868e-06 7.793717e-06 1.079136e-05 1.394932e-05
[42,] 3.666753e-06 5.818811e-06 8.516904e-06 1.155344e-05 1.460691e-05
[43,] 3.905576e-06 6.088899e-06 8.748343e-06 1.163644e-05 1.440616e-05
[44,] 3.903072e-06 5.979859e-06 8.437583e-06 1.101210e-05 1.336237e-05
[45,] 3.658140e-06 5.509070e-06 7.636603e-06 9.784388e-06 1.164506e-05
[46,] 3.214777e-06 4.759711e-06 6.483567e-06 8.158247e-06 9.528672e-06
[47,] 2.648641e-06 3.855881e-06 5.162449e-06 6.381363e-06 7.317295e-06
[48,] 2.045707e-06 2.928593e-06 3.854386e-06 4.681461e-06 5.271706e-06
[49,] 1.481116e-06 2.085228e-06 2.698131e-06 3.220541e-06 3.562300e-06
[50,] 1.005183e-06 1.391823e-06 1.770699e-06 2.077324e-06 2.257434e-06
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.351233e-10 1.004218e-09 2.741482e-09 6.820802e-09 1.547323e-08
 [2,] 7.936897e-10 2.341902e-09 6.296823e-09 1.543440e-08 3.450666e-08
 [3,] 1.769777e-09 5.142318e-09 1.361912e-08 3.289218e-08 7.248496e-08
 [4,] 3.717730e-09 1.063821e-08 2.775486e-08 6.605687e-08 1.435135e-07
 [5,] 7.362334e-09 2.074823e-08 5.333036e-08 1.250976e-07 2.679916e-07
 [6,] 1.375421e-08 3.817596e-08 9.668146e-08 2.235475e-07 4.722965e-07
 [7,] 2.425849e-08 6.631266e-08 1.654749e-07 3.771884e-07 7.860366e-07
 [8,] 4.042668e-08 1.088218e-07 2.675629e-07 6.012825e-07 1.236100e-06
 [9,] 6.372503e-08 1.688496e-07 4.089889e-07 9.061049e-07 1.837670e-06
[10,] 9.516088e-08 2.479675e-07 5.914353e-07 1.291515e-06 2.583905e-06
[11,] 1.349658e-07 3.451987e-07 8.098939e-07 1.742246e-06 3.437632e-06
[12,] 1.826420e-07 4.567404e-07 1.051785e-06 2.226268e-06 4.329341e-06
[13,] 2.378038e-07 5.771512e-07 1.298881e-06 2.698549e-06 5.165163e-06
[14,] 3.022646e-07 7.026603e-07 1.532943e-06 3.111304e-06 5.845870e-06
[15,] 3.835947e-07 8.367293e-07 1.744847e-06 3.429626e-06 6.293793e-06
[16,] 4.998049e-07 9.969885e-07 1.945269e-06 3.648561e-06 6.480196e-06
[17,] 6.838420e-07 1.221308e-06 2.173208e-06 3.805493e-06 6.443208e-06
[18,] 9.854236e-07 1.569460e-06 2.497425e-06 3.981191e-06 6.287448e-06
[19,] 1.466949e-06 2.116390e-06 3.006359e-06 4.284977e-06 6.161461e-06
[20,] 2.190691e-06 2.934479e-06 3.784788e-06 4.824275e-06 6.216693e-06
[21,] 3.197014e-06 4.065953e-06 4.880663e-06 5.665231e-06 6.559397e-06
[22,] 4.477958e-06 5.492242e-06 6.271677e-06 6.797021e-06 7.211532e-06
[23,] 5.955591e-06 7.112281e-06 7.845526e-06 8.114901e-06 8.095980e-06
[24,] 7.477061e-06 8.743032e-06 9.407035e-06 9.433511e-06 9.054622e-06
[25,] 8.835277e-06 1.015016e-05 1.071756e-05 1.053215e-05 9.896565e-06
[26,] 9.815051e-06 1.110524e-05 1.155897e-05 1.122052e-05 1.046198e-05
[27,] 1.025254e-05 1.145266e-05 1.180204e-05 1.140303e-05 1.067966e-05
[28,] 1.008739e-05 1.116226e-05 1.145379e-05 1.111742e-05 1.059722e-05
[29,] 9.387384e-06 1.034678e-05 1.066486e-05 1.053233e-05 1.037248e-05
[30,] 8.336050e-06 9.237311e-06 9.693763e-06 9.904185e-06 1.022885e-05
[31,] 7.188871e-06 8.126833e-06 8.841875e-06 9.509628e-06 1.039078e-05
[32,] 6.215755e-06 7.303628e-06 8.383270e-06 9.577272e-06 1.102151e-05
[33,] 5.649677e-06 6.996376e-06 8.511214e-06 1.023968e-05 1.218219e-05
[34,] 5.653595e-06 7.342584e-06 9.311777e-06 1.151454e-05 1.382088e-05
[35,] 6.305706e-06 8.378481e-06 1.076106e-05 1.331087e-05 1.578766e-05
[36,] 7.594535e-06 1.004006e-05 1.273466e-05 1.544833e-05 1.786388e-05
[37,] 9.415493e-06 1.216622e-05 1.501963e-05 1.767926e-05 1.979362e-05
[38,] 1.156865e-05 1.450408e-05 1.732885e-05 1.971140e-05 2.131266e-05
[39,] 1.376712e-05 1.672640e-05 1.932634e-05 2.123795e-05 2.217818e-05
[40,] 1.566879e-05 1.847273e-05 2.067339e-05 2.198182e-05 2.220423e-05
[41,] 1.693618e-05 1.941642e-05 2.109469e-05 2.175217e-05 2.130145e-05
[42,] 1.731350e-05 1.934266e-05 2.044796e-05 2.049748e-05 1.950869e-05
[43,] 1.669552e-05 1.820974e-05 1.876998e-05 1.833201e-05 1.699988e-05
[44,] 1.515958e-05 1.616622e-05 1.627593e-05 1.551838e-05 1.405502e-05
[45,] 1.294503e-05 1.351292e-05 1.330682e-05 1.240714e-05 1.100022e-05
[46,] 1.038628e-05 1.062243e-05 1.024307e-05 9.353470e-06 8.136416e-06
[47,] 7.824885e-06 7.846313e-06 7.415801e-06 6.641067e-06 5.681509e-06
[48,] 5.532949e-06 5.442639e-06 5.045864e-06 4.437435e-06 3.743590e-06
[49,] 3.670731e-06 3.543801e-06 3.225136e-06 2.789203e-06 2.327883e-06
[50,] 2.284362e-06 2.165307e-06 1.935854e-06 1.649141e-06 1.367113e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.202465e-08 6.051861e-08 1.045336e-07 1.652812e-07 2.397197e-07
 [2,] 7.041331e-08 1.312580e-07 2.237798e-07 3.494833e-07 5.010837e-07
 [3,] 1.458618e-07 2.682828e-07 4.515946e-07 6.968557e-07 9.880771e-07
 [4,] 2.848556e-07 5.170956e-07 8.596460e-07 1.311133e-06 1.839110e-06
 [5,] 5.247918e-07 9.404604e-07 1.544572e-06 2.329173e-06 3.233000e-06
 [6,] 9.126536e-07 1.614999e-06 2.621038e-06 3.908849e-06 5.370334e-06
 [7,] 1.499139e-06 2.620078e-06 4.202872e-06 6.200067e-06 8.432823e-06
 [8,] 2.327169e-06 4.017737e-06 6.371176e-06 9.298433e-06 1.252144e-05
 [9,] 3.415544e-06 5.825675e-06 9.133545e-06 1.318880e-05 1.758451e-05
[10,] 4.741261e-06 7.989750e-06 1.238512e-05 1.769493e-05 2.335838e-05
[11,] 6.226600e-06 1.036626e-05 1.588730e-05 2.245764e-05 2.934953e-05
[12,] 7.738206e-06 1.272515e-05 1.927986e-05 2.696188e-05 3.488284e-05
[13,] 9.103545e-06 1.478129e-05 2.213481e-05 3.062092e-05 3.922132e-05
[14,] 1.014499e-05 1.625184e-05 2.404576e-05 3.290442e-05 4.173506e-05
[15,] 1.072468e-05 1.692655e-05 2.473023e-05 3.347570e-05 4.207000e-05
[16,] 1.078683e-05 1.672934e-05 2.411204e-05 3.229201e-05 4.025767e-05
[17,] 1.038233e-05 1.574844e-05 2.235293e-05 2.962946e-05 3.672219e-05
[18,] 9.664012e-06 1.422167e-05 1.981892e-05 2.601986e-05 3.217787e-05
[19,] 8.850765e-06 1.247879e-05 1.699070e-05 2.211981e-05 2.745231e-05
[20,] 8.169899e-06 1.085901e-05 1.434801e-05 1.855686e-05 2.329588e-05
[21,] 7.795674e-06 9.630409e-06 1.226553e-05 1.580169e-05 2.023670e-05
[22,] 7.804153e-06 8.936056e-06 1.094962e-05 1.409914e-05 1.851410e-05
[23,] 8.159292e-06 8.780520e-06 1.042733e-05 1.346469e-05 1.809008e-05
[24,] 8.734738e-06 9.056153e-06 1.058040e-05 1.373159e-05 1.871490e-05
[25,] 9.363816e-06 9.596474e-06 1.120632e-05 1.462467e-05 2.001761e-05
[26,] 9.900897e-06 1.023807e-05 1.208612e-05 1.583965e-05 2.159958e-05
[27,] 1.027365e-05 1.087254e-05 1.304261e-05 1.711290e-05 2.311761e-05
[28,] 1.050891e-05 1.147452e-05 1.397706e-05 1.827080e-05 2.434513e-05
[29,] 1.072383e-05 1.209896e-05 1.487706e-05 1.924878e-05 2.519841e-05
[30,] 1.108560e-05 1.284921e-05 1.579372e-05 2.007415e-05 2.571788e-05
[31,] 1.175377e-05 1.382674e-05 1.679530e-05 2.081707e-05 2.600838e-05
[32,] 1.282482e-05 1.507964e-05 1.791384e-05 2.152782e-05 2.616124e-05
[33,] 1.429695e-05 1.656882e-05 1.910650e-05 2.218794e-05 2.619315e-05
[34,] 1.606481e-05 1.816418e-05 2.024873e-05 2.269795e-05 2.603058e-05
[35,] 1.794158e-05 1.967076e-05 2.116213e-05 2.290718e-05 2.554552e-05
[36,] 1.969672e-05 2.087291e-05 2.166391e-05 2.266987e-05 2.462151e-05
[37,] 2.109502e-05 2.157887e-05 2.161619e-05 2.189971e-05 2.321448e-05
[38,] 2.192853e-05 2.165300e-05 2.095693e-05 2.059907e-05 2.137931e-05
[39,] 2.204121e-05 2.103190e-05 1.970625e-05 1.885474e-05 1.925359e-05
[40,] 2.135018e-05 1.972888e-05 1.795364e-05 1.680865e-05 1.701190e-05
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[22,] 5.830508e-05 5.751028e-05 5.794298e-05 5.916703e-05 6.030223e-05
[23,] 6.009666e-05 5.931878e-05 6.000644e-05 6.154383e-05 6.283089e-05
[24,] 6.230658e-05 6.171445e-05 6.277327e-05 6.468051e-05 6.613873e-05
[25,] 6.458797e-05 6.421039e-05 6.561629e-05 6.784990e-05 6.947011e-05
[26,] 6.661040e-05 6.633305e-05 6.793749e-05 7.037796e-05 7.213865e-05
[27,] 6.813267e-05 6.773298e-05 6.930398e-05 7.178493e-05 7.365278e-05
[28,] 6.902574e-05 6.823272e-05 6.950651e-05 7.184000e-05 7.375735e-05
[29,] 6.925252e-05 6.781390e-05 6.854489e-05 7.054179e-05 7.241350e-05
[30,] 6.882655e-05 6.656749e-05 6.656994e-05 6.806033e-05 6.975574e-05
[31,] 6.777341e-05 6.463687e-05 6.381679e-05 6.467662e-05 6.605580e-05
[32,] 6.611074e-05 6.217596e-05 6.055380e-05 6.073801e-05 6.169801e-05
[33,] 6.385042e-05 5.932985e-05 5.705189e-05 5.662533e-05 5.714916e-05
[34,] 6.101521e-05 5.623140e-05 5.356422e-05 5.271543e-05 5.290074e-05
[35,] 5.765607e-05 5.300030e-05 5.030211e-05 4.932634e-05 4.937684e-05
[36,] 5.385732e-05 4.973359e-05 4.740092e-05 4.664894e-05 4.682665e-05
[37,] 4.972498e-05 4.648693e-05 4.488444e-05 4.468774e-05 4.524146e-05
[38,] 4.536413e-05 4.325700e-05 4.264697e-05 4.324160e-05 4.433698e-05
[39,] 4.085888e-05 3.998031e-05 4.047169e-05 4.194508e-05 4.362105e-05
[40,] 3.626727e-05 3.655743e-05 3.808970e-05 4.036668e-05 4.253140e-05
[41,] 3.163448e-05 3.289779e-05 3.526349e-05 3.813380e-05 4.059739e-05
[42,] 2.701600e-05 2.896771e-05 3.186509e-05 3.504019e-05 3.756931e-05
[43,] 2.249634e-05 2.482018e-05 2.791898e-05 3.109867e-05 3.347323e-05
[44,] 1.819141e-05 2.059356e-05 2.359570e-05 2.652542e-05 2.858086e-05
[45,] 1.423260e-05 1.648057e-05 1.916227e-05 2.166865e-05 2.331598e-05
[46,] 1.073994e-05 1.268147e-05 1.491135e-05 1.691268e-05 1.813661e-05
[47,] 7.796313e-06 9.359434e-06 1.109466e-05 1.259033e-05 1.343209e-05
[48,] 5.432546e-06 6.611903e-06 7.879138e-06 8.926404e-06 9.459843e-06
[49,] 3.626788e-06 4.462907e-06 5.332514e-06 6.019408e-06 6.328133e-06
[50,] 2.315698e-06 2.873319e-06 3.434154e-06 3.855667e-06 4.016175e-06
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 3.714152e-06 3.279776e-06 2.879960e-06 2.564557e-06 2.317692e-06
 [2,] 5.534664e-06 4.993359e-06 4.518777e-06 4.152553e-06 3.845171e-06
 [3,] 7.943869e-06 7.350288e-06 6.858700e-06 6.480850e-06 6.112784e-06
 [4,] 1.103718e-05 1.049475e-05 1.007856e-05 9.741161e-06 9.302183e-06
 [5,] 1.491199e-05 1.456643e-05 1.433846e-05 1.408878e-05 1.354291e-05
 [6,] 1.965942e-05 1.967454e-05 1.973951e-05 1.959416e-05 1.886320e-05
 [7,] 2.534048e-05 2.585911e-05 2.627665e-05 2.619541e-05 2.514923e-05
 [8,] 3.194425e-05 3.304414e-05 3.379533e-05 3.366569e-05 3.212733e-05
 [9,] 3.933475e-05 4.099378e-05 4.196490e-05 4.160770e-05 3.937847e-05
[10,] 4.720288e-05 4.928751e-05 5.028115e-05 4.948214e-05 4.638563e-05
[11,] 5.504757e-05 5.733183e-05 5.810719e-05 5.667001e-05 5.260596e-05
[12,] 6.220968e-05 6.442263e-05 6.475580e-05 6.256223e-05 5.755451e-05
[13,] 6.797209e-05 6.986104e-05 6.960681e-05 6.666379e-05 6.088380e-05
[14,] 7.171669e-05 7.310681e-05 7.223968e-05 6.869260e-05 6.244327e-05
[15,] 7.310144e-05 7.393087e-05 7.254729e-05 6.864776e-05 6.230387e-05
[16,] 7.219792e-05 7.251478e-05 7.079091e-05 6.682267e-05 6.073869e-05
[17,] 6.952918e-05 6.944987e-05 6.756654e-05 6.375056e-05 5.816194e-05
[18,] 6.597475e-05 6.561915e-05 6.368073e-05 6.009240e-05 5.504300e-05
[19,] 6.255911e-05 6.198892e-05 5.996874e-05 5.649958e-05 5.182258e-05
[20,] 6.018868e-05 5.937579e-05 5.711269e-05 5.349443e-05 4.885646e-05
[21,] 5.942677e-05 5.826663e-05 5.551754e-05 5.140307e-05 4.639783e-05
[22,] 6.038136e-05 5.874676e-05 5.527687e-05 5.034987e-05 4.460951e-05
[23,] 6.273382e-05 6.054616e-05 5.622217e-05 5.029604e-05 4.358291e-05
[24,] 6.588022e-05 6.316679e-05 5.801697e-05 5.108913e-05 4.334102e-05
[25,] 6.911843e-05 6.602995e-05 6.024874e-05 5.249547e-05 4.381775e-05
[26,] 7.181036e-05 6.858989e-05 6.248774e-05 5.420861e-05 4.482718e-05
[27,] 7.347685e-05 7.039256e-05 6.431293e-05 5.585129e-05 4.605120e-05
[28,] 7.382487e-05 7.109400e-05 6.533031e-05 5.700030e-05 4.707290e-05
[29,] 7.273735e-05 7.047195e-05 6.521301e-05 5.725398e-05 4.746322e-05
[30,] 7.026141e-05 6.845534e-05 6.377232e-05 5.633501e-05 4.690046e-05
[31,] 6.661013e-05 6.516823e-05 6.103741e-05 5.419228e-05 4.527833e-05
[32,] 6.216474e-05 6.095713e-05 5.729952e-05 5.105144e-05 4.275460e-05
[33,] 5.744695e-05 5.636238e-05 5.307917e-05 4.737740e-05 3.971156e-05
[34,] 5.303781e-05 5.201396e-05 4.900477e-05 4.374677e-05 3.663485e-05
[35,] 4.944708e-05 4.846916e-05 4.563317e-05 4.066937e-05 3.395278e-05
[36,] 4.696991e-05 4.604518e-05 4.327525e-05 3.842465e-05 3.189684e-05
[37,] 4.558625e-05 4.471225e-05 4.189509e-05 3.697625e-05 3.043624e-05
[38,] 4.495051e-05 4.409517e-05 4.112495e-05 3.599793e-05 2.930910e-05
[39,] 4.448569e-05 4.358897e-05 4.039203e-05 3.499836e-05 2.813329e-05
[40,] 4.355377e-05 4.254811e-05 3.910853e-05 3.349422e-05 2.654952e-05
[41,] 4.164235e-05 4.048029e-05 3.685376e-05 3.116532e-05 2.434119e-05
[42,] 3.850261e-05 3.717808e-05 3.348626e-05 2.793961e-05 2.149133e-05
[43,] 3.419678e-05 3.275100e-05 2.915694e-05 2.398899e-05 1.816678e-05
[44,] 2.905071e-05 2.756174e-05 2.423452e-05 1.965267e-05 1.464834e-05
[45,] 2.354141e-05 2.210308e-05 1.918307e-05 1.532684e-05 1.124121e-05
[46,] 1.816551e-05 1.686423e-05 1.443895e-05 1.136240e-05 8.198403e-06
[47,] 1.333053e-05 1.222768e-05 1.032319e-05 7.998711e-06 5.676694e-06
[48,] 9.293140e-06 8.416967e-06 7.004050e-06 5.342167e-06 3.728578e-06
[49,] 6.148116e-06 5.495206e-06 4.505551e-06 3.382114e-06 2.321218e-06
[50,] 3.855879e-06 3.399355e-06 2.745366e-06 2.027880e-06 1.368491e-06
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.086893e-06 1.823768e-06 1.511879e-06 1.170354e-06 8.380542e-07
 [2,] 3.507846e-06 3.074581e-06 2.538591e-06 1.949380e-06 1.381777e-06
 [3,] 5.618965e-06 4.920361e-06 4.037112e-06 3.071629e-06 2.154208e-06
 [4,] 8.573863e-06 7.477397e-06 6.086147e-06 4.584503e-06 3.180570e-06
 [5,] 1.246495e-05 1.080029e-05 8.709922e-06 6.492825e-06 4.456555e-06
 [6,] 1.727992e-05 1.484823e-05 1.185538e-05 8.745730e-06 5.942371e-06
 [7,] 2.287220e-05 1.946765e-05 1.538537e-05 1.123710e-05 7.566990e-06
 [8,] 2.895800e-05 2.440092e-05 1.909399e-05 1.382278e-05 9.243842e-06
 [9,] 3.514545e-05 2.932254e-05 2.274268e-05 1.635159e-05 1.089449e-05
[10,] 4.099083e-05 3.389435e-05 2.610722e-05 1.870078e-05 1.247251e-05
[11,] 4.606867e-05 3.782452e-05 2.902109e-05 2.080348e-05 1.397779e-05
[12,] 5.003936e-05 4.091392e-05 3.140080e-05 2.265690e-05 1.545307e-05
[13,] 5.269906e-05 4.307756e-05 3.324447e-05 2.430570e-05 1.695946e-05
[14,] 5.400151e-05 4.433631e-05 3.460349e-05 2.580340e-05 1.853564e-05
[15,] 5.404756e-05 4.478291e-05 3.553669e-05 2.716419e-05 2.015378e-05
[16,] 5.304583e-05 4.453486e-05 3.606465e-05 2.832439e-05 2.169098e-05
[17,] 5.125731e-05 4.369259e-05 3.614475e-05 2.913401e-05 2.293439e-05
[18,] 4.894309e-05 4.232131e-05 3.568253e-05 2.938991e-05 2.362742e-05
[19,] 4.633364e-05 4.046598e-05 3.458054e-05 2.890535e-05 2.354734e-05
[20,] 4.362785e-05 3.819267e-05 3.280719e-05 2.759174e-05 2.258717e-05
[21,] 4.101333e-05 3.563378e-05 3.045439e-05 2.551782e-05 2.080812e-05
[22,] 3.868636e-05 3.300829e-05 2.775299e-05 2.291729e-05 1.843814e-05
[23,] 3.684836e-05 3.059735e-05 2.503182e-05 2.013652e-05 1.581401e-05
[24,] 3.566828e-05 2.867649e-05 2.263114e-05 1.754025e-05 1.328881e-05
[25,] 3.522148e-05 2.742846e-05 2.080317e-05 1.541127e-05 1.113997e-05
[26,] 3.543305e-05 2.687304e-05 1.963845e-05 1.388126e-05 9.510123e-06
[27,] 3.605883e-05 2.684626e-05 1.904648e-05 1.291515e-05 8.396806e-06
[28,] 3.672494e-05 2.704228e-05 1.879649e-05 1.234886e-05 7.686451e-06
[29,] 3.702255e-05 2.710594e-05 1.860110e-05 1.196099e-05 7.213353e-06
[30,] 3.662853e-05 2.674331e-05 1.821089e-05 1.154970e-05 6.819747e-06
[31,] 3.540725e-05 2.580997e-05 1.748646e-05 1.098907e-05 6.398000e-06
[32,] 3.345261e-05 2.434511e-05 1.642527e-05 1.024967e-05 5.905987e-06
[33,] 3.105081e-05 2.254046e-05 1.513857e-05 9.383097e-06 5.357347e-06
[34,] 2.857608e-05 2.065844e-05 1.379224e-05 8.482059e-06 4.796038e-06
[35,] 2.635872e-05 1.893258e-05 1.253699e-05 7.634579e-06 4.267737e-06
[36,] 2.457610e-05 1.748869e-05 1.145521e-05 6.890022e-06 3.799069e-06
[37,] 2.320670e-05 1.631486e-05 1.054221e-05 6.247601e-06 3.390500e-06
[38,] 2.206058e-05 1.528665e-05 9.724235e-06 5.667561e-06 3.022324e-06
[39,] 2.086815e-05 1.423140e-05 8.900628e-06 5.096222e-06 2.668105e-06
[40,] 1.938777e-05 1.300181e-05 7.989686e-06 4.491998e-06 2.308160e-06
[41,] 1.748971e-05 1.152936e-05 6.959497e-06 3.841638e-06 1.937348e-06
[42,] 1.518943e-05 9.840880e-06 5.834717e-06 3.162194e-06 1.565226e-06
[43,] 1.262714e-05 8.039316e-06 4.681649e-06 2.491159e-06 1.210349e-06
[44,] 1.001127e-05 6.262959e-06 3.582013e-06 1.871334e-06 8.924412e-07
[45,] 7.552971e-06 4.642329e-06 2.607451e-06 1.337318e-06 6.259805e-07
[46,] 5.414684e-06 3.269432e-06 1.803217e-06 9.078807e-07 4.170822e-07
[47,] 3.684888e-06 2.185578e-06 1.183606e-06 5.849552e-07 2.637271e-07
[48,] 2.378580e-06 1.385730e-06 7.368316e-07 3.574415e-07 1.581474e-07
[49,] 1.455172e-06 8.326997e-07 4.347402e-07 2.070110e-07 8.988345e-08
[50,] 8.430647e-07 4.738724e-07 2.429278e-07 1.135519e-07 4.838795e-08
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 5.521941e-07 3.338458e-07 1.849242e-07 9.378453e-08 4.353901e-08
 [2,] 9.003548e-07 5.381018e-07 2.946562e-07 1.477753e-07 6.789215e-08
 [3,] 1.388032e-06 8.202899e-07 4.443101e-07 2.205891e-07 1.004742e-07
 [4,] 2.026993e-06 1.185245e-06 6.357435e-07 3.130483e-07 1.418086e-07
 [5,] 2.810917e-06 1.628159e-06 8.665171e-07 4.245642e-07 1.922899e-07
 [6,] 3.713837e-06 2.135201e-06 1.131243e-06 5.544559e-07 2.531874e-07
 [7,] 4.695545e-06 2.688486e-06 1.425439e-06 7.046163e-07 3.283250e-07
 [8,] 5.714048e-06 3.274981e-06 1.751383e-06 8.830736e-07 4.260943e-07
 [9,] 6.741951e-06 3.896874e-06 2.124134e-06 1.107189e-06 5.609746e-07
[10,] 7.780767e-06 4.579069e-06 2.574748e-06 1.404521e-06 7.533222e-07
[11,] 8.866005e-06 5.368794e-06 3.147312e-06 1.809195e-06 1.026129e-06
[12,] 1.005728e-05 6.323491e-06 3.887398e-06 2.352423e-06 1.398091e-06
[13,] 1.141201e-05 7.486688e-06 4.822343e-06 3.047914e-06 1.873808e-06
[14,] 1.294791e-05 8.857020e-06 5.937989e-06 3.875996e-06 2.433969e-06
[15,] 1.460675e-05 1.036130e-05 7.160682e-06 4.772966e-06 3.029942e-06
[16,] 1.623622e-05 1.184541e-05 8.354861e-06 5.632713e-06 3.587088e-06
[17,] 1.760443e-05 1.309365e-05 9.343142e-06 6.324478e-06 4.018527e-06
[18,] 1.845068e-05 1.387708e-05 9.947316e-06 6.724102e-06 4.246632e-06
[19,] 1.856043e-05 1.401808e-05 1.003842e-05 6.749143e-06 4.225227e-06
[20,] 1.783768e-05 1.344769e-05 9.577499e-06 6.384663e-06 3.953978e-06
[21,] 1.634561e-05 1.223261e-05 8.630351e-06 5.689047e-06 3.478997e-06
[22,] 1.429671e-05 1.055963e-05 7.349720e-06 4.777256e-06 2.879328e-06
[23,] 1.199508e-05 8.683216e-06 5.931954e-06 3.788287e-06 2.244838e-06
[24,] 9.753274e-06 6.856908e-06 4.565243e-06 2.849570e-06 1.654005e-06
[25,] 7.814997e-06 5.273923e-06 3.388037e-06 2.050666e-06 1.158996e-06
[26,] 6.309344e-06 4.035319e-06 2.469529e-06 1.433007e-06 7.812979e-07
[27,] 5.246288e-06 3.150551e-06 1.813514e-06 9.950378e-07 5.165721e-07
[28,] 4.546490e-06 2.562584e-06 1.378329e-06 7.068783e-07 3.445029e-07
[29,] 4.088021e-06 2.183258e-06 1.102094e-06 5.271032e-07 2.390786e-07
[30,] 3.751347e-06 1.925324e-06 9.241610e-07 4.160732e-07 1.762065e-07
[31,] 3.449555e-06 1.722891e-06 7.979962e-07 3.433902e-07 1.376243e-07
[32,] 3.139138e-06 1.538355e-06 6.951321e-07 2.898251e-07 1.116425e-07
[33,] 2.814016e-06 1.358617e-06 6.026378e-07 2.455707e-07 9.196472e-08
[34,] 2.489884e-06 1.185643e-06 5.174943e-07 2.069454e-07 7.581424e-08
[35,] 2.187020e-06 1.026410e-06 4.408457e-07 1.731916e-07 6.221600e-08
[36,] 1.917972e-06 8.857760e-07 3.739647e-07 1.442599e-07 5.082923e-08
[37,] 1.683095e-06 7.636631e-07 3.165095e-07 1.197765e-07 4.137249e-08
[38,] 1.473225e-06 6.559587e-07 2.666495e-07 9.892261e-08 3.348227e-08
[39,] 1.276178e-06 5.573212e-07 2.221218e-07 8.076508e-08 2.678513e-08
[40,] 1.083121e-06 4.639121e-07 1.812882e-07 6.461774e-08 2.100324e-08
[41,] 8.919844e-07 3.747611e-07 1.436304e-07 5.020188e-08 1.599892e-08
[42,] 7.071736e-07 2.915068e-07 1.095997e-07 3.757582e-08 1.174546e-08
[43,] 5.366601e-07 2.170722e-07 8.007674e-08 2.693508e-08 8.259877e-09
[44,] 3.883439e-07 1.541420e-07 5.579440e-08 1.841409e-08 5.540418e-09
[45,] 2.673180e-07 1.041161e-07 3.697807e-08 1.197413e-08 3.534836e-09
[46,] 1.747789e-07 6.679331e-08 2.327466e-08 7.394177e-09 2.141483e-09
[47,] 1.084407e-07 4.065902e-08 1.389934e-08 4.331774e-09 1.230677e-09
[48,] 6.380451e-08 2.347002e-08 7.870609e-09 2.406076e-09 6.705002e-10
[49,] 3.558134e-08 1.284037e-08 4.223948e-09 1.266572e-09 3.461806e-10
[50,] 1.879563e-08 6.654630e-09 2.147450e-09 6.316089e-10 1.693165e-10

> 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  
  1.264e+02   -7.587e-05  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> try(system("convert tmp/1lf8e1262196878.ps tmp/1lf8e1262196878.png",intern=TRUE))
character(0)
> try(system("convert tmp/2u36i1262196878.ps tmp/2u36i1262196878.png",intern=TRUE))
character(0)
> try(system("convert tmp/3a8oe1262196878.ps tmp/3a8oe1262196878.png",intern=TRUE))
character(0)
> try(system("convert tmp/4d65i1262196878.ps tmp/4d65i1262196878.png",intern=TRUE))
character(0)
> try(system("convert tmp/5d9ot1262196878.ps tmp/5d9ot1262196878.png",intern=TRUE))
character(0)
> try(system("convert tmp/6k9l61262196878.ps tmp/6k9l61262196878.png",intern=TRUE))
character(0)
> try(system("convert tmp/7i7f51262196878.ps tmp/7i7f51262196878.png",intern=TRUE))
character(0)
> 
> 
> proc.time()
   user  system elapsed 
  2.015   1.321   2.458