R version 2.8.0 (2008-10-20)
Copyright (C) 2008 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(25,23.6,22.3,21.8,20.8,19.7,18.3,17.4,17,18.1,23.9,25.6,25.3,23.6,21.9,21.4,20.6,20.5,20.2,20.6,19.7,19.3,22.8,23.5,23.8,22.6,22,21.7,20.7,20.2,19.1,19.5,18.7,18.6,22.2,23.2,23.5,21.3,20,18.7,18.9,18.3,18.4,19.9,19.2,18.5,20.9,20.5,19.4,18.1,17,17,17.3,16.7,15.5,15.3,13.7,14.1,17.3,18.1,18.1)
> y <- c(7.6,7.9,7.9,8.1,8.2,8,7.5,6.8,6.5,6.6,7.6,8,8,7.7,7.5,7.6,7.7,7.9,7.8,7.5,7.5,7.1,7.5,7.5,7.6,7.7,7.7,7.9,8.1,8.2,8.2,8.1,7.9,7.3,6.9,6.6,6.7,6.9,7,7.1,7.2,7.1,6.9,7,6.8,6.4,6.7,6.7,6.4,6.3,6.2,6.5,6.8,6.8,6.5,6.3,5.9,5.9,6.4,6.4,6.5)
> x <- c(8.4,8.4,8.4,8.6,8.9,8.8,8.3,7.5,7.2,7.5,8.8,9.3,9.3,8.7,8.2,8.3,8.5,8.6,8.6,8.2,8.1,8,8.6,8.7,8.8,8.5,8.4,8.5,8.7,8.7,8.6,8.5,8.3,8.1,8.2,8.1,8.1,7.9,7.9,7.9,8,8,7.9,8,7.7,7.2,7.5,7.3,7,7,7,7.2,7.3,7.1,6.8,6.6,6.2,6.2,6.8,6.9,6.8)
> 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 2.22 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/freestat/rcomp/tmp/10k6u1226601881.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/freestat/rcomp/tmp/210bc1226601881.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/freestat/rcomp/tmp/3l4t11226601881.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/freestat/rcomp/tmp/47g6d1226601881.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/freestat/rcomp/tmp/53hoa1226601881.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  
     0.8282       0.8012  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/6pxhn1226601881.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(y,z, xgridsize=par1, ygridsize=par2, correlation=cor(y,z), xbandwidth=dpik(y), ybandwidth=dpik(z))
> op
$xords
 [1] 5.547337 5.608670 5.670003 5.731336 5.792670 5.854003 5.915336 5.976669
 [9] 6.038002 6.099336 6.160669 6.222002 6.283335 6.344668 6.406002 6.467335
[17] 6.528668 6.590001 6.651334 6.712667 6.774001 6.835334 6.896667 6.958000
[25] 7.019333 7.080667 7.142000 7.203333 7.264666 7.325999 7.387333 7.448666
[33] 7.509999 7.571332 7.632665 7.693998 7.755332 7.816665 7.877998 7.939331
[41] 8.000664 8.061998 8.123331 8.184664 8.245997 8.307330 8.368664 8.429997
[49] 8.491330 8.552663

$yords
 [1] 11.77522 12.09664 12.41806 12.73948 13.06089 13.38231 13.70373 14.02515
 [9] 14.34657 14.66799 14.98941 15.31083 15.63225 15.95367 16.27509 16.59651
[17] 16.91793 17.23935 17.56077 17.88219 18.20361 18.52503 18.84645 19.16787
[25] 19.48929 19.81071 20.13213 20.45355 20.77497 21.09639 21.41781 21.73923
[33] 22.06065 22.38207 22.70349 23.02491 23.34633 23.66775 23.98917 24.31059
[41] 24.63201 24.95343 25.27485 25.59627 25.91769 26.23911 26.56052 26.88194
[49] 27.20336 27.52478

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 7.399606e-01 9.346864e-01 1.067937e+00 1.104440e+00 1.035130e+00
 [2,] 8.624976e-01 1.164836e+00 1.422836e+00 1.572948e+00 1.575630e+00
 [3,] 9.015022e-01 1.301814e+00 1.700111e+00 2.009242e+00 2.151313e+00
 [4,] 8.466981e-01 1.307368e+00 1.825507e+00 2.306550e+00 2.640045e+00
 [5,] 7.170463e-01 1.183779e+00 1.767251e+00 2.387300e+00 2.921210e+00
 [6,] 5.507457e-01 9.718281e-01 1.550793e+00 2.239359e+00 2.929280e+00
 [7,] 3.873580e-01 7.299695e-01 1.244251e+00 1.919572e+00 2.683222e+00
 [8,] 2.532659e-01 5.088327e-01 9.250552e-01 1.522791e+00 2.272262e+00
 [9,] 1.572481e-01 3.358312e-01 6.494591e-01 1.138077e+00 1.809065e+00
[10,] 9.502783e-02 2.149106e-01 4.404833e-01 8.188143e-01 1.382037e+00
[11,] 5.700141e-02 1.360481e-01 2.944784e-01 5.785522e-01 1.032996e+00
[12,] 3.409105e-02 8.577192e-02 1.957283e-01 4.055158e-01 7.638479e-01
[13,] 2.007263e-02 5.332372e-02 1.284179e-01 2.806776e-01 5.575819e-01
[14,] 1.138645e-02 3.204746e-02 8.170052e-02 1.888751e-01 3.965369e-01
[15,] 6.096160e-03 1.824687e-02 4.942795e-02 1.213036e-01 2.700797e-01
[16,] 3.035658e-03 9.695116e-03 2.800307e-02 7.322058e-02 1.735316e-01
[17,] 1.394444e-03 4.764160e-03 1.471408e-02 4.111693e-02 1.040720e-01
[18,] 5.893664e-04 2.157522e-03 7.138923e-03 2.136735e-02 5.790792e-02
[19,] 2.301036e-04 9.025149e-04 3.200875e-03 1.027133e-02 2.984588e-02
[20,] 8.434404e-05 3.530366e-04 1.338405e-03 4.596688e-03 1.430875e-02
[21,] 3.033047e-05 1.336741e-04 5.361087e-04 1.955097e-03 6.481265e-03
[22,] 1.174391e-05 5.290960e-05 2.189782e-04 8.308200e-04 2.885174e-03
[23,] 5.507944e-06 2.448655e-05 1.009987e-04 3.857582e-04 1.361957e-03
[24,] 3.234824e-06 1.403949e-05 5.672105e-05 2.131441e-04 7.446077e-04
[25,] 2.212902e-06 9.472752e-06 3.775136e-05 1.399544e-04 4.824285e-04
[26,] 1.637766e-06 6.980112e-06 2.768518e-05 1.021839e-04 3.507688e-04
[27,] 1.258893e-06 5.386857e-06 2.138698e-05 7.892356e-05 2.709472e-04
[28,] 9.761837e-07 4.242210e-06 1.701025e-05 6.311743e-05 2.172795e-04
[29,] 7.440400e-07 3.322619e-06 1.361692e-05 5.134471e-05 1.786398e-04
[30,] 5.469756e-07 2.530691e-06 1.070855e-05 4.150579e-05 1.476583e-04
[31,] 3.839116e-07 1.847863e-06 8.121584e-06 3.261903e-05 1.198479e-04
[32,] 2.560760e-07 1.284639e-06 5.880240e-06 2.457127e-05 9.378433e-05
[33,] 1.617111e-07 8.470297e-07 4.044481e-06 1.761643e-05 7.003496e-05
[34,] 9.610739e-08 5.271324e-07 2.631717e-06 1.197085e-05 4.965277e-05
[35,] 5.329729e-08 3.073305e-07 1.609943e-06 7.670230e-06 3.327171e-05
[36,] 2.731166e-08 1.662978e-07 9.179739e-07 4.599049e-06 2.093692e-05
[37,] 1.281354e-08 8.271724e-08 4.831919e-07 2.556635e-06 1.226649e-05
[38,] 5.461772e-09 3.750393e-08 2.326826e-07 1.305388e-06 6.628317e-06
[39,] 2.102890e-09 1.539743e-08 1.017497e-07 6.072018e-07 3.274619e-06
[40,] 7.283190e-10 5.696448e-09 4.017791e-08 2.556607e-07 1.468480e-06
[41,] 2.262664e-10 1.892681e-09 1.426886e-08 9.698278e-08 5.945171e-07
[42,] 6.293520e-11 5.634807e-10 4.545157e-09 3.303719e-08 2.164537e-07
[43,] 1.565328e-11 1.500907e-10 1.296195e-09 1.008385e-08 7.068238e-08
[44,] 3.478614e-12 3.573333e-11 3.305438e-10 2.753751e-09 2.066446e-08
[45,] 6.903510e-13 7.599050e-12 7.531511e-11 6.721654e-10 5.402408e-09
[46,] 1.223066e-13 1.442879e-12 1.532518e-11 1.465564e-10 1.262003e-09
[47,] 1.933975e-14 2.445501e-13 2.783901e-12 2.853183e-11 2.632811e-10
[48,] 2.729046e-15 3.699096e-14 4.513679e-13 4.958291e-12 4.903627e-11
[49,] 3.436288e-16 4.993017e-15 6.530908e-14 7.690128e-13 8.151852e-12
[50,] 3.860650e-17 6.013633e-16 8.432203e-15 1.064346e-13 1.209404e-12
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 8.813074e-01 6.847004e-01 4.895560e-01 3.270685e-01 2.092733e-01
 [2,] 1.433292e+00 1.189001e+00 9.066285e-01 6.445487e-01 4.373291e-01
 [3,] 2.091211e+00 1.852788e+00 1.507272e+00 1.140977e+00 8.216275e-01
 [4,] 2.742790e+00 2.596086e+00 2.254200e+00 1.818130e+00 1.390776e+00
 [5,] 3.244129e+00 3.281285e+00 3.042452e+00 2.616407e+00 2.128019e+00
 [6,] 3.477573e+00 3.759548e+00 3.723963e+00 3.416865e+00 2.957519e+00
 [7,] 3.404565e+00 3.933990e+00 4.163864e+00 4.078299e+00 3.759433e+00
 [8,] 3.079012e+00 3.800743e+00 4.297558e+00 4.493483e+00 4.412436e+00
 [9,] 2.613268e+00 3.441039e+00 4.151730e+00 4.630082e+00 4.839956e+00
[10,] 2.121888e+00 2.972246e+00 3.817058e+00 4.530065e+00 5.030484e+00
[11,] 1.679329e+00 2.492991e+00 3.395058e+00 4.272060e+00 5.021484e+00
[12,] 1.310704e+00 2.054737e+00 2.955597e+00 3.926435e+00 4.863702e+00
[13,] 1.008801e+00 1.666994e+00 2.526210e+00 3.531627e+00 4.592994e+00
[14,] 7.575453e-01 1.320460e+00 2.108010e+00 3.098493e+00 4.224255e+00
[15,] 5.465401e-01 1.007709e+00 1.698613e+00 2.629734e+00 3.762979e+00
[16,] 3.733822e-01 7.309747e-01 1.305846e+00 2.137134e+00 3.221216e+00
[17,] 2.389465e-01 4.985879e-01 9.478401e-01 1.647043e+00 2.627426e+00
[18,] 1.422808e-01 3.174579e-01 6.445726e-01 1.194216e+00 2.025993e+00
[19,] 7.861619e-02 1.879818e-01 4.087601e-01 8.101142e-01 1.467491e+00
[20,] 4.040113e-02 1.035836e-01 2.414988e-01 5.129249e-01 9.946888e-01
[21,] 1.953311e-02 5.354484e-02 1.336224e-01 3.039512e-01 6.312609e-01
[22,] 9.160770e-03 2.657865e-02 7.045706e-02 1.707070e-01 3.783066e-01
[23,] 4.437874e-03 1.332760e-02 3.684716e-02 9.370708e-02 2.191036e-01
[24,] 2.417641e-03 7.294009e-03 2.044036e-02 5.317293e-02 1.282921e-01
[25,] 1.546451e-03 4.613717e-03 1.282741e-02 3.328181e-02 8.067010e-02
[26,] 1.119240e-03 3.319572e-03 9.159660e-03 2.355693e-02 5.661303e-02
[27,] 8.653883e-04 2.570586e-03 7.100023e-03 1.824378e-02 4.368104e-02
[28,] 6.952441e-04 2.069958e-03 5.736459e-03 1.479825e-02 3.554771e-02
[29,] 5.751769e-04 1.718390e-03 4.773643e-03 1.234791e-02 2.976595e-02
[30,] 4.833655e-04 1.460209e-03 4.083104e-03 1.059858e-02 2.560080e-02
[31,] 4.034400e-04 1.246798e-03 3.546370e-03 9.311706e-03 2.264242e-02
[32,] 3.272207e-04 1.044799e-03 3.057541e-03 8.217725e-03 2.033785e-02
[33,] 2.542715e-04 8.436063e-04 2.559761e-03 7.111691e-03 1.811977e-02
[34,] 1.879388e-04 6.495763e-04 2.051472e-03 5.924277e-03 1.565803e-02
[35,] 1.315406e-04 4.744269e-04 1.562332e-03 4.701216e-03 1.293644e-02
[36,] 8.671429e-05 3.271294e-04 1.125381e-03 3.534250e-03 1.014252e-02
[37,] 5.343148e-05 2.115695e-04 7.625443e-04 2.505035e-03 7.510485e-03
[38,] 3.049405e-05 1.272594e-04 4.823919e-04 1.663266e-03 5.224244e-03
[39,] 1.597308e-05 7.054242e-05 2.823921e-04 1.026054e-03 3.388807e-03
[40,] 7.618785e-06 3.573215e-05 1.516362e-04 5.829170e-04 2.032563e-03
[41,] 3.288604e-06 1.642462e-05 7.412049e-05 3.025051e-04 1.117772e-03
[42,] 1.278765e-06 6.815080e-06 3.278310e-05 1.424393e-04 5.594811e-04
[43,] 4.465166e-07 2.542993e-06 1.306216e-05 6.054448e-05 2.534028e-04
[44,] 1.397043e-07 8.511039e-07 4.673864e-06 2.314513e-05 1.034070e-04
[45,] 3.910894e-08 2.550437e-07 1.498656e-06 7.937128e-06 3.790190e-05
[46,] 9.786275e-09 6.834824e-08 4.299952e-07 2.437355e-06 1.245129e-05
[47,] 2.187545e-09 1.636737e-08 1.102908e-07 6.694341e-07 3.660787e-06
[48,] 4.366283e-10 3.500594e-09 2.527248e-08 1.643166e-07 9.623001e-07
[49,] 7.779658e-11 6.684439e-10 5.171310e-09 3.602513e-08 2.260117e-07
[50,] 1.237149e-11 1.139324e-10 9.446503e-10 7.052154e-09 4.740652e-08
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.325451e-01 8.570213e-02 5.722973e-02 0.0389198447 0.0262405064
 [2,] 2.924491e-01 1.989605e-01 1.397021e-01 0.1000924588 0.0712734097
 [3,] 5.806259e-01 4.158520e-01 3.070117e-01 0.2316305241 0.1741117931
 [4,] 1.039606e+00 7.843052e-01 6.087215e-01 0.4832752337 0.3831555801
 [5,] 1.684214e+00 1.339128e+00 1.092293e+00 0.9115747179 0.7613147971
 [6,] 2.480591e+00 2.079546e+00 1.781603e+00 1.5605091990 1.3702348904
 [7,] 3.343938e+00 2.956069e+00 2.657241e+00 2.4373538697 2.2438779737
 [8,] 4.163022e+00 3.879115e+00 3.652580e+00 3.4977421557 3.3632808253
 [9,] 4.840138e+00 4.748039e+00 4.671722e+00 4.6521652647 4.6493186379
[10,] 5.321448e+00 5.482960e+00 5.619295e+00 5.7922186727 5.9815775814
[11,] 5.599565e+00 6.039430e+00 6.422904e+00 6.8199382333 7.2330998585
[12,] 5.692723e+00 6.401522e+00 7.037398e+00 7.6634201092 8.3000366846
[13,] 5.620826e+00 6.566255e+00 7.437430e+00 8.2773929598 9.1140739717
[14,] 5.394582e+00 6.533829e+00 7.611211e+00 8.6400071276 9.6431997258
[15,] 5.018922e+00 6.306422e+00 7.558742e+00 8.7518928634 9.8906356023
[16,] 4.502938e+00 5.890375e+00 7.288331e+00 8.6306031622 9.8890060696
[17,] 3.869611e+00 5.299755e+00 6.810126e+00 8.2949189731 9.6797127781
[18,] 3.161423e+00 4.563304e+00 6.135886e+00 7.7502183273 9.2828340673
[19,] 2.438301e+00 3.732333e+00 5.291581e+00 6.9938797128 8.6834158253
[20,] 1.766097e+00 2.880636e+00 4.333702e+00 6.0426633979 7.8543838994
[21,] 1.199464e+00 2.090338e+00 3.351045e+00 4.9591049182 6.8031841096
[22,] 7.677304e-01 1.428957e+00 2.444077e+00 3.8504936044 5.6035769884
[23,] 4.709662e-01 9.309216e-01 1.693188e+00 2.8367645515 4.3845082902
[24,] 2.868007e-01 5.934597e-01 1.135681e+00 2.0087408771 3.2833953147
[25,] 1.827304e-01 3.866192e-01 7.630938e-01 1.4025981768 2.3963394438
[26,] 1.274867e-01 2.695999e-01 5.359479e-01 1.0010722511 1.7537002103
[27,] 9.772270e-02 2.050097e-01 4.047696e-01 0.7541809130 1.3274051490
[28,] 7.961109e-02 1.666297e-01 3.271306e-01 0.6049672304 1.0579866218
[29,] 6.691735e-02 1.404607e-01 2.758661e-01 0.5086635906 0.8843666603
[30,] 5.765740e-02 1.212693e-01 2.386004e-01 0.4401562127 0.7637994386
[31,] 5.115178e-02 1.076860e-01 2.118522e-01 0.3905426846 0.6766721320
[32,] 4.649343e-02 9.852542e-02 1.942782e-01 0.3578725169 0.6183331882
[33,] 4.243028e-02 9.157173e-02 1.827774e-01 0.3388138569 0.5860640237
[34,] 3.792415e-02 8.432062e-02 1.725197e-01 0.3258598214 0.5705837856
[35,] 3.258067e-02 7.518285e-02 1.591977e-01 0.3099724598 0.5566080973
[36,] 2.662282e-02 6.397941e-02 1.409221e-01 0.2848897945 0.5296221590
[37,] 2.057653e-02 5.157621e-02 1.184169e-01 0.2493507178 0.4822583056
[38,] 1.497090e-02 3.920128e-02 9.393658e-02 0.2063009852 0.4158791203
[39,] 1.019020e-02 2.794645e-02 7.002579e-02 0.1606102462 0.3378149349
[40,] 6.438320e-03 1.855825e-02 4.877060e-02 0.1170910534 0.2573780584
[41,] 3.744264e-03 1.138789e-02 3.150363e-02 0.0794337178 0.1829630969
[42,] 1.988733e-03 6.405705e-03 1.872556e-02 0.0497724388 0.1205517898
[43,] 9.584840e-04 3.279801e-03 1.016620e-02 0.0285896343 0.0730861675
[44,] 4.170824e-04 1.519945e-03 5.009711e-03 0.0149533721 0.0404865840
[45,] 1.632684e-04 6.348289e-04 2.229823e-03 0.0070825343 0.0203695448
[46,] 5.734625e-05 2.382300e-04 8.932086e-04 0.0030249709 0.0092629899
[47,] 1.804078e-05 8.015040e-05 3.211640e-04 0.0011614100 0.0037934284
[48,] 5.077168e-06 2.413972e-05 1.034653e-04 0.0003999573 0.0013952716
[49,] 1.277149e-06 6.501698e-06 2.982645e-05 0.0001233452 0.0004600403
[50,] 2.869912e-07 1.564880e-06 7.687102e-06 0.0000340277 0.0001357844
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 1.712764e-02  0.010666806  0.006296105  0.003515397  0.001859946
 [2,] 4.920671e-02  0.032422623  0.020236022  0.011933723  0.006653781
 [3,] 1.271049e-01  0.088600131  0.058477176  0.036435085  0.021429897
 [4,] 2.955792e-01  0.217890400  0.152056668  0.100103472  0.062140870
 [5,] 6.199485e-01  0.482933744  0.356186750  0.247709658  0.162312186
 [6,] 1.175786e+00  0.966636941  0.752826577  0.552768658  0.382233258
 [7,] 2.023702e+00  1.752223605  1.438850102  1.114305106  0.812620188
 [8,] 3.176288e+00  2.887625825  2.494338004  2.034039028  1.562567620
 [9,] 4.575201e+00  4.348643795  3.938154211  3.372987644  2.724533137
[10,] 6.096049e+00  6.024237644  5.693386979  5.103310008  4.322623936
[11,] 7.582294e+00  7.738981048  7.588549848  7.084784596  6.269047539
[12,] 8.889034e+00  9.303941018  9.402146639  9.089249979  8.360873439
[13,] 9.913642e+00 10.568380007 10.929512127 10.868199974 10.331539976
[14,] 1.060639e+01 11.449428766 12.037630144 12.229659964 11.936609778
[15,] 1.096994e+01 11.938076956 12.688083281 13.087177921 13.029808750
[16,] 1.105243e+01 12.090977264 12.931906395 13.467623266 13.595008175
[17,] 1.092584e+01 12.008398068 12.886109503 13.487988697 13.731105773
[18,] 1.064580e+01 11.791261970 12.691438863 13.312728786 13.607667523
[19,] 1.021472e+01 11.487131178 12.452214230 13.094717348 13.406495104
[20,] 9.582732e+00 11.060872468 12.182376453 12.910750154 13.257491120
[21,] 8.696091e+00 10.421817037 11.798118559 12.723703535 13.186230586
[22,] 7.559660e+00  9.496963460 11.174407945 12.404455168 13.103042294
[23,] 6.264723e+00  8.298856635 10.233194373 11.810542112 12.850935781
[24,] 4.961687e+00  6.939787773  9.003753496 10.874516455 12.291748041
[25,] 3.799738e+00  5.586848516  7.617904852  9.646804684 11.380713511
[26,] 2.873748e+00  4.392997618  6.251246403  8.272702362 10.188119297
[27,] 2.204656e+00  3.446140840  5.052565910  6.926979079  8.863752545
[28,] 1.753923e+00  2.756687614  4.099364143  5.747940565  7.572601132
[29,] 1.456268e+00  2.278901423  3.393304711  4.801790590  6.438081775
[30,] 1.252090e+00  1.947974912  2.887401719  4.085671763  5.516281853
[31,] 1.106009e+00  1.712877140  2.525410509  3.559114403  4.805751074
[32,] 1.006404e+00  1.550301177  2.271736900  3.182651424  4.280711803
[33,] 9.510068e-01  1.456136495  2.116864398  2.940256605  3.924402777
[34,] 9.310308e-01  1.424576454  2.058844161  2.832631845  3.739214947
[35,] 9.254656e-01  1.432437316  2.078081953  2.849156231  3.726201001
[36,] 9.078773e-01  1.440554078  2.127075013  2.943465821  3.851319324
[37,] 8.583220e-01  1.409510656  2.143654971  3.035158765  4.029229724
[38,] 7.708482e-01  1.316431435  2.076944598  3.038478637  4.143019564
[39,] 6.528312e-01  1.161504207  1.906971833  2.897418930  4.089240004
[40,] 5.191293e-01  0.963037781  1.647146729  2.604341774  3.818385944
[41,] 3.859322e-01  0.747468447  1.332933103  2.194870452  3.347480636
[42,] 2.667287e-01  0.540611509  1.006780025  1.728274759  2.743912159
[43,] 1.702311e-01  0.362236427  0.706368833  1.266598387  2.096051955
[44,] 9.963181e-02  0.223387587  0.457674378  0.859719225  1.486293499
[45,] 5.313370e-02  0.125968551  0.272131333  0.537373521  0.973532541
[46,] 2.568171e-02  0.064578411  0.147601898  0.307487882  0.585803332
[47,] 1.120274e-02  0.029954592  0.072648923  0.160185938  0.322044641
[48,] 4.396301e-03  0.012524887  0.032310492  0.075616655  0.160938041
[49,] 1.548456e-03  0.004707625  0.012941927  0.032221717  0.072798127
[50,] 4.886832e-04  0.001587276  0.004657061  0.012357397  0.029702659
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 9.410518e-04 4.688162e-04 2.466341e-04 1.514254e-04 1.121200e-04
 [2,] 3.526056e-03 1.808920e-03 9.445926e-04 5.512242e-04 3.879382e-04
 [3,] 1.193403e-02 6.363163e-03 3.359782e-03 1.895267e-03 1.258487e-03
 [4,] 3.643661e-02 2.031505e-02 1.100459e-02 6.124582e-03 3.854310e-03
 [5,] 1.003122e-01 5.870387e-02 3.296497e-02 1.845525e-02 1.116859e-02
 [6,] 2.490798e-01 1.533303e-01 8.987850e-02 5.142439e-02 3.052678e-02
 [7,] 5.582660e-01 3.618801e-01 2.223902e-01 1.315664e-01 7.817378e-02
 [8,] 1.130966e+00 7.721488e-01 4.987027e-01 3.074959e-01 1.860639e-01
 [9,] 2.074996e+00 1.491352e+00 1.013405e+00 6.545258e-01 4.086607e-01
[10,] 3.457218e+00 2.612574e+00 1.867832e+00 1.267207e+00 8.238823e-01
[11,] 5.250228e+00 4.162986e+00 3.128373e+00 2.231924e+00 1.519843e+00
[12,] 7.303054e+00 6.057471e+00 4.775099e+00 3.581447e+00 2.562417e+00
[13,] 9.364647e+00 8.091340e+00 6.669857e+00 5.250162e+00 3.950557e+00
[14,] 1.116024e+01 9.991368e+00 8.574056e+00 7.060575e+00 5.581806e+00
[15,] 1.248462e+01 1.150851e+01 1.022180e+01 8.763507e+00 7.256402e+00
[16,] 1.326402e+01 1.250506e+01 1.141689e+01 1.012395e+01 8.733342e+00
[17,] 1.356148e+01 1.299099e+01 1.210179e+01 1.101111e+01 9.819670e+00
[18,] 1.353547e+01 1.309827e+01 1.236276e+01 1.144266e+01 1.044706e+01
[19,] 1.337795e+01 1.301653e+01 1.237543e+01 1.155975e+01 1.069123e+01
[20,] 1.325089e+01 1.292342e+01 1.232656e+01 1.155169e+01 1.072299e+01
[21,] 1.323276e+01 1.293045e+01 1.234952e+01 1.157517e+01 1.072185e+01
[22,] 1.329101e+01 1.305341e+01 1.249209e+01 1.170613e+01 1.080255e+01
[23,] 1.329904e+01 1.321407e+01 1.271675e+01 1.193598e+01 1.098982e+01
[24,] 1.309773e+01 1.327596e+01 1.292591e+01 1.219865e+01 1.124144e+01
[25,] 1.257296e+01 1.310339e+01 1.300197e+01 1.240687e+01 1.149191e+01
[26,] 1.170792e+01 1.261819e+01 1.284973e+01 1.248199e+01 1.168567e+01
[27,] 1.058611e+01 1.182842e+01 1.242728e+01 1.237188e+01 1.178691e+01
[28,] 9.351173e+00 1.081955e+01 1.175601e+01 1.205872e+01 1.177334e+01
[29,] 8.150254e+00 9.717689e+00 1.090890e+01 1.155949e+01 1.162977e+01
[30,] 7.089249e+00 8.645607e+00 9.984298e+00 1.092048e+01 1.135006e+01
[31,] 6.217115e+00 7.691469e+00 9.077575e+00 1.020678e+01 1.094557e+01
[32,] 5.540602e+00 6.901958e+00 8.262574e+00 9.489324e+00 1.045113e+01
[33,] 5.055205e+00 6.298375e+00 7.589950e+00 8.834921e+00 9.922903e+00
[34,] 4.767954e+00 5.900150e+00 7.099489e+00 8.304063e+00 9.429871e+00
[35,] 4.691863e+00 5.732735e+00 6.831527e+00 7.954518e+00 9.045218e+00
[36,] 4.813498e+00 5.806256e+00 6.818573e+00 7.838739e+00 8.838955e+00
[37,] 5.060526e+00 6.076706e+00 7.051983e+00 7.981715e+00 8.863201e+00
[38,] 5.301624e+00 6.423352e+00 7.444779e+00 8.342439e+00 9.121826e+00
[39,] 5.387770e+00 6.670845e+00 7.826708e+00 8.786630e+00 9.534404e+00
[40,] 5.211051e+00 6.651759e+00 7.991026e+00 9.104423e+00 9.925344e+00
[41,] 4.744466e+00 6.273188e+00 7.773761e+00 9.079916e+00 1.006529e+01
[42,] 4.042990e+00 5.548423e+00 7.119497e+00 8.578883e+00 9.757138e+00
[43,] 3.213416e+00 4.581339e+00 6.097155e+00 7.603743e+00 8.921265e+00
[44,] 2.374519e+00 3.520468e+00 4.863854e+00 6.286698e+00 7.629950e+00
[45,] 1.624834e+00 2.509609e+00 3.603621e+00 4.831951e+00 6.074061e+00
[46,] 1.024689e+00 1.653166e+00 2.472000e+00 3.442929e+00 4.486865e+00
[47,] 5.924727e-01 1.001723e+00 1.564157e+00 2.267484e+00 3.067547e+00
[48,] 3.124797e-01 5.556325e-01 9.090037e-01 1.375425e+00 1.935600e+00
[49,] 1.496402e-01 2.807926e-01 4.829916e-01 7.653632e-01 1.123567e+00
[50,] 6.481040e-02 1.287337e-01 2.336148e-01 3.890570e-01 5.977761e-01
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 9.189210e-05 7.499433e-05 5.735568e-05 4.007430e-05 2.533814e-05
 [2,] 3.163441e-04 2.676429e-04 2.166053e-04 1.614632e-04 1.092452e-04
 [3,] 9.990718e-04 8.630370e-04 7.340400e-04 5.822133e-04 4.211167e-04
 [4,] 2.923078e-03 2.528839e-03 2.237742e-03 1.880808e-03 1.452054e-03
 [5,] 8.004961e-03 6.786119e-03 6.159776e-03 5.451875e-03 4.481712e-03
 [6,] 2.069591e-02 1.684389e-02 1.539516e-02 1.421480e-02 1.239477e-02
 [7,] 5.074099e-02 3.910678e-02 3.521151e-02 3.346222e-02 3.076560e-02
 [8,] 1.178714e-01 8.582280e-02 7.447882e-02 7.152752e-02 6.871193e-02
 [9,] 2.580574e-01 1.792853e-01 1.475468e-01 1.400203e-01 1.386483e-01
[10,] 5.284857e-01 3.570596e-01 2.773178e-01 2.540339e-01 2.544157e-01
[11,] 1.005089e+00 6.753051e-01 4.994112e-01 4.336453e-01 4.288543e-01
[12,] 1.765253e+00 1.204216e+00 8.649219e-01 7.077666e-01 6.738837e-01
[13,] 2.853503e+00 2.009063e+00 1.435879e+00 1.118396e+00 1.005889e+00
[14,] 4.240485e+00 3.116232e+00 2.266668e+00 1.718427e+00 1.454278e+00
[15,] 5.798804e+00 4.476153e+00 3.370836e+00 2.554346e+00 2.063482e+00
[16,] 7.320460e+00 5.946633e+00 4.685918e+00 3.632295e+00 2.876184e+00
[17,] 8.581841e+00 7.318752e+00 6.060744e+00 4.881832e+00 3.895832e+00
[18,] 9.430809e+00 8.386552e+00 7.286923e+00 6.145094e+00 5.047060e+00
[19,] 9.848879e+00 9.030869e+00 8.172736e+00 7.214114e+00 6.167152e+00
[20,] 9.950073e+00 9.269685e+00 8.625361e+00 7.910667e+00 7.051599e+00
[21,] 9.915717e+00 9.241517e+00 8.692060e+00 8.168166e+00 7.541299e+00
[22,] 9.905253e+00 9.129999e+00 8.531180e+00 8.063862e+00 7.602682e+00
[23,] 9.996192e+00 9.077200e+00 8.329904e+00 7.777844e+00 7.348172e+00
[24,] 1.018180e+01 9.138557e+00 8.222298e+00 7.505265e+00 6.981939e+00
[25,] 1.041333e+01 9.298549e+00 8.257345e+00 7.379433e+00 6.707213e+00
[26,] 1.064715e+01 9.521197e+00 8.425152e+00 7.449495e+00 6.654246e+00
[27,] 1.086412e+01 9.789692e+00 8.706011e+00 7.710490e+00 6.864909e+00
[28,] 1.105731e+01 1.010765e+01 9.097058e+00 8.145839e+00 7.323510e+00
[29,] 1.120958e+01 1.047072e+01 9.598894e+00 8.742581e+00 7.993728e+00
[30,] 1.128502e+01 1.084010e+01 1.018200e+01 9.472200e+00 8.829314e+00
[31,] 1.124267e+01 1.114401e+01 1.076874e+01 1.026335e+01 9.758805e+00
[32,] 1.106160e+01 1.130821e+01 1.125184e+01 1.100001e+01 1.067152e+01
[33,] 1.075892e+01 1.129428e+01 1.153989e+01 1.155655e+01 1.143183e+01
[34,] 1.038978e+01 1.112007e+01 1.159932e+01 1.184955e+01 1.192310e+01
[35,] 1.003267e+01 1.085220e+01 1.146611e+01 1.187162e+01 1.209424e+01
[36,] 9.771436e+00 1.058085e+01 1.122461e+01 1.168659e+01 1.197651e+01
[37,] 9.678635e+00 1.039386e+01 1.097279e+01 1.139468e+01 1.166095e+01
[38,] 9.793543e+00 1.035564e+01 1.079364e+01 1.109381e+01 1.125565e+01
[39,] 1.009022e+01 1.048362e+01 1.073496e+01 1.085413e+01 1.085001e+01
[40,] 1.045068e+01 1.072060e+01 1.078902e+01 1.070276e+01 1.049660e+01
[41,] 1.067389e+01 1.092173e+01 1.087333e+01 1.060936e+01 1.020227e+01
[42,] 1.053768e+01 1.088319e+01 1.083326e+01 1.047772e+01 9.921095e+00
[43,] 9.891238e+00 1.041730e+01 1.048649e+01 1.016271e+01 9.556950e+00
[44,] 8.726107e+00 9.439486e+00 9.700923e+00 9.523302e+00 8.990760e+00
[45,] 7.182864e+00 8.014877e+00 8.464551e+00 8.492052e+00 8.132776e+00
[46,] 5.492654e+00 6.335487e+00 6.902440e+00 7.120035e+00 6.974954e+00
[47,] 3.890771e+00 4.643833e+00 5.229330e+00 5.565931e+00 5.609276e+00
[48,] 2.546993e+00 3.148178e+00 3.667423e+00 4.034780e+00 4.197088e+00
[49,] 1.536946e+00 1.969712e+00 2.375355e+00 2.703214e+00 2.907143e+00
[50,] 8.523986e-01 1.134831e+00 1.418196e+00 1.670333e+00 1.858306e+00
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 1.444844e-05 7.421232e-06 3.432028e-06 1.428820e-06 5.354657e-07
 [2,] 6.673282e-05 3.673285e-05 1.820753e-05 8.124984e-06 3.263850e-06
 [3,] 2.754669e-04 1.624730e-04 8.631202e-05 4.128308e-05 1.777554e-05
 [4,] 1.016548e-03 6.423020e-04 3.656638e-04 1.874527e-04 8.651134e-05
 [5,] 3.354824e-03 2.270013e-03 1.384720e-03 7.607680e-04 3.763118e-04
 [6,] 9.906281e-03 7.174221e-03 4.688168e-03 2.760148e-03 1.463257e-03
 [7,] 2.619185e-02 2.028358e-02 1.419431e-02 8.954019e-03 5.087082e-03
 [8,] 6.207587e-02 5.133038e-02 3.844445e-02 2.597818e-02 1.581524e-02
 [9,] 1.321186e-01 1.163658e-01 9.318621e-02 6.742588e-02 4.397806e-02
[10,] 2.532707e-01 2.366355e-01 2.022799e-01 1.566151e-01 1.094110e-01
[11,] 4.394964e-01 4.326372e-01 3.936369e-01 3.257366e-01 2.436095e-01
[12,] 6.961036e-01 7.139467e-01 6.879678e-01 6.071642e-01 4.856704e-01
[13,] 1.019682e+00 1.070720e+00 1.083347e+00 1.015806e+00 8.676268e-01
[14,] 1.408092e+00 1.476310e+00 1.545979e+00 1.529565e+00 1.390721e+00
[15,] 1.876335e+00 1.905795e+00 2.019771e+00 2.083344e+00 2.004973e+00
[16,] 2.463261e+00 2.361293e+00 2.457084e+00 2.590296e+00 2.611497e+00
[17,] 3.212832e+00 2.881790e+00 2.853404e+00 2.986503e+00 3.098802e+00
[18,] 4.130018e+00 3.518542e+00 3.256184e+00 3.271595e+00 3.399452e+00
[19,] 5.137471e+00 4.282152e+00 3.730067e+00 3.510570e+00 3.529915e+00
[20,] 6.072000e+00 5.097410e+00 4.294936e+00 3.785688e+00 3.579235e+00
[21,] 6.740989e+00 5.808610e+00 4.882954e+00 4.128163e+00 3.647441e+00
[22,] 7.015841e+00 6.247722e+00 5.356189e+00 4.482743e+00 3.776512e+00
[23,] 6.905703e+00 6.329741e+00 5.584605e+00 4.739355e+00 3.927753e+00
[24,] 6.561791e+00 6.113371e+00 5.536439e+00 4.816068e+00 4.026405e+00
[25,] 6.208753e+00 5.785145e+00 5.319089e+00 4.736519e+00 4.042476e+00
[26,] 6.048255e+00 5.576733e+00 5.140934e+00 4.645984e+00 4.047915e+00
[27,] 6.192597e+00 5.667536e+00 5.217264e+00 4.751771e+00 4.205856e+00
[28,] 6.656238e+00 6.126961e+00 5.676854e+00 5.223220e+00 4.693911e+00
[29,] 7.389359e+00 6.916751e+00 6.518833e+00 6.109818e+00 5.606568e+00
[30,] 8.315171e+00 7.933385e+00 7.632823e+00 7.320930e+00 6.894434e+00
[31,] 9.344041e+00 9.052723e+00 8.856940e+00 8.670915e+00 8.374961e+00
[32,] 1.036754e+01 1.015154e+01 1.003279e+01 9.955363e+00 9.805440e+00
[33,] 1.125704e+01 1.110896e+01 1.103106e+01 1.101195e+01 1.097220e+01
[34,] 1.188680e+01 1.180997e+01 1.175178e+01 1.174009e+01 1.174557e+01
[35,] 1.217586e+01 1.216710e+01 1.212262e+01 1.208935e+01 1.208163e+01
[36,] 1.212010e+01 1.215132e+01 1.211118e+01 1.204587e+01 1.199264e+01
[37,] 1.178967e+01 1.180658e+01 1.174213e+01 1.163361e+01 1.152198e+01
[38,] 1.129387e+01 1.123213e+01 1.109748e+01 1.092090e+01 1.073905e+01
[39,] 1.073853e+01 1.054318e+01 1.029138e+01 1.001279e+01 9.740684e+00
[40,] 1.019831e+01 9.834592e+00 9.433503e+00 9.024827e+00 8.640746e+00
[41,] 9.706931e+00 9.163058e+00 8.602008e+00 8.052884e+00 7.546178e+00
[42,] 9.254701e+00 8.544667e+00 7.834541e+00 7.155053e+00 6.533564e+00
[43,] 8.789072e+00 7.958307e+00 7.131801e+00 6.349877e+00 5.638903e+00
[44,] 8.226295e+00 7.352974e+00 6.466029e+00 5.624908e+00 4.862029e+00
[45,] 7.482665e+00 6.664828e+00 5.793147e+00 4.949235e+00 4.179484e+00
[46,] 6.517836e+00 5.845816e+00 5.070621e+00 4.287574e+00 3.559338e+00
[47,] 5.366075e+00 4.893068e+00 4.278646e+00 3.614944e+00 2.974184e+00
[48,] 4.132883e+00 3.860787e+00 3.435109e+00 2.928596e+00 2.410321e+00
[49,] 2.956112e+00 2.844095e+00 2.594014e+00 2.251721e+00 1.871535e+00
[50,] 1.954274e+00 1.942596e+00 1.825783e+00 1.625458e+00 1.376265e+00
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.806360e-07 5.485193e-08 1.499317e-08 3.688996e-09 8.170262e-10
 [2,] 1.180213e-06 3.841559e-07 1.125563e-07 2.968564e-08 7.047533e-09
 [3,] 6.889723e-06 2.403812e-06 7.549460e-07 2.134258e-07 5.431165e-08
 [4,] 3.594106e-05 1.344102e-05 4.524729e-06 1.371102e-06 3.739931e-07
 [5,] 1.675688e-04 6.716882e-05 2.423617e-05 7.871890e-06 2.301504e-06
 [6,] 6.983607e-04 3.000384e-04 1.160378e-04 4.039646e-05 1.265920e-05
 [7,] 2.602101e-03 1.198205e-03 4.966723e-04 1.853244e-04 6.224674e-05
 [8,] 8.669685e-03 4.278633e-03 1.900850e-03 7.601853e-04 2.736621e-04
 [9,] 2.583453e-02 1.366396e-02 6.505939e-03 2.788553e-03 1.075908e-03
[10,] 6.886613e-02 3.903258e-02 1.991741e-02 9.149266e-03 3.783316e-03
[11,] 1.642565e-01 9.975699e-02 5.455019e-02 2.685453e-02 1.190095e-02
[12,] 3.506569e-01 2.281514e-01 1.336853e-01 7.052616e-02 3.349474e-02
[13,] 6.703014e-01 4.670766e-01 2.932161e-01 1.657541e-01 8.435913e-02
[14,] 1.148100e+00 8.562633e-01 5.757336e-01 3.486957e-01 1.901618e-01
[15,] 1.764106e+00 1.406533e+00 1.012376e+00 6.567537e-01 3.837349e-01
[16,] 2.436977e+00 2.072464e+00 1.595138e+00 1.107842e+00 6.933514e-01
[17,] 3.039126e+00 2.744712e+00 2.254407e+00 1.674585e+00 1.122085e+00
[18,] 3.448033e+00 3.279847e+00 2.863349e+00 2.270443e+00 1.627314e+00
[19,] 3.608794e+00 3.562307e+00 3.280352e+00 2.766213e+00 2.116867e+00
[20,] 3.564909e+00 3.563886e+00 3.413695e+00 3.039341e+00 2.474402e+00
[21,] 3.430091e+00 3.358513e+00 3.269114e+00 3.032375e+00 2.608122e+00
[22,] 3.317175e+00 3.078013e+00 2.945772e+00 2.782968e+00 2.496095e+00
[23,] 3.275824e+00 2.839101e+00 2.581599e+00 2.403502e+00 2.198044e+00
[24,] 3.286095e+00 2.694933e+00 2.287339e+00 2.024647e+00 1.825222e+00
[25,] 3.311809e+00 2.644846e+00 2.116176e+00 1.743736e+00 1.490674e+00
[26,] 3.371233e+00 2.689740e+00 2.085835e+00 1.612366e+00 1.275229e+00
[27,] 3.568950e+00 2.885349e+00 2.228120e+00 1.664194e+00 1.228864e+00
[28,] 4.060082e+00 3.347294e+00 2.620083e+00 1.951781e+00 1.396755e+00
[29,] 4.964320e+00 4.196178e+00 3.365010e+00 2.554845e+00 1.839528e+00
[30,] 6.281336e+00 5.473131e+00 4.527959e+00 3.544174e+00 2.622139e+00
[31,] 7.860740e+00 7.079368e+00 6.064909e+00 4.919388e+00 3.770761e+00
[32,] 9.447781e+00 8.782832e+00 7.794885e+00 6.562170e+00 5.224130e+00
[33,] 1.077894e+01 1.029482e+01 9.441828e+00 8.242938e+00 6.816150e+00
[34,] 1.167069e+01 1.137395e+01 1.072873e+01 9.687230e+00 8.310433e+00
[35,] 1.205422e+01 1.189727e+01 1.147060e+01 1.066760e+01 9.473323e+00
[36,] 1.195239e+01 1.186541e+01 1.161480e+01 1.106872e+01 1.014450e+01
[37,] 1.143458e+01 1.135762e+01 1.121779e+01 1.089452e+01 1.026736e+01
[38,] 1.058768e+01 1.048190e+01 1.039143e+01 1.022960e+01 9.873454e+00
[39,] 9.510846e+00 9.351200e+00 9.261639e+00 9.193756e+00 9.047596e+00
[40,] 8.315718e+00 8.081600e+00 7.954832e+00 7.917635e+00 7.903133e+00
[41,] 7.114586e+00 6.790235e+00 6.596917e+00 6.536610e+00 6.573312e+00
[42,] 5.998898e+00 5.580786e+00 5.304801e+00 5.183369e+00 5.203156e+00
[43,] 5.022195e+00 4.524124e+00 4.167882e+00 3.969418e+00 3.928772e+00
[44,] 4.197270e+00 3.648163e+00 3.232323e+00 2.964236e+00 2.849502e+00
[45,] 3.506450e+00 2.942837e+00 2.499565e+00 2.186602e+00 2.009733e+00
[46,] 2.917686e+00 2.375650e+00 1.939323e+00 1.613387e+00 1.400980e+00
[47,] 2.399341e+00 1.909050e+00 1.508700e+00 1.199254e+00 9.806114e-01
[48,] 1.929715e+00 1.512800e+00 1.168298e+00 8.964964e-01 6.951687e-01
[49,] 1.500482e+00 1.168952e+00 8.904927e-01 6.675503e-01 4.977637e-01
[50,] 1.115038e+00 8.707720e-01 6.600644e-01 4.885935e-01 3.556196e-01
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.628833e-10 2.923007e-11 4.721670e-12 6.865529e-13 8.985964e-14
 [2,] 1.506057e-09 2.897073e-10 5.016384e-11 7.818719e-12 1.096967e-12
 [3,] 1.244096e-08 2.565247e-09 4.761227e-10 7.954686e-11 1.196303e-11
 [4,] 9.182753e-08 2.029541e-08 4.037740e-09 7.230929e-10 1.165641e-10
 [5,] 6.057052e-07 1.434920e-07 3.059923e-08 5.873674e-09 1.014905e-09
 [6,] 3.570980e-06 9.067477e-07 2.072541e-07 4.264199e-08 7.897489e-09
 [7,] 1.882003e-05 5.122041e-06 1.254829e-06 2.767229e-07 5.493181e-08
 [8,] 8.868114e-05 2.586834e-05 6.792442e-06 1.605474e-06 3.415861e-07
 [9,] 3.736759e-04 1.168254e-04 3.287766e-05 8.328866e-06 1.899292e-06
[10,] 1.408269e-03 4.718708e-04 1.423258e-04 3.864263e-05 9.444345e-06
[11,] 4.747633e-03 1.704904e-03 5.511217e-04 1.603686e-04 4.200630e-05
[12,] 1.431999e-02 5.511126e-03 1.909262e-03 5.954107e-04 1.671447e-04
[13,] 3.865045e-02 1.594101e-02 5.918457e-03 1.978015e-03 5.950826e-04
[14,] 9.336463e-02 4.126612e-02 1.641887e-02 5.880646e-03 1.895988e-03
[15,] 2.018815e-01 9.561795e-02 4.076930e-02 1.564824e-02 5.406678e-03
[16,] 3.908149e-01 1.983429e-01 9.062271e-02 3.727418e-02 1.380124e-02
[17,] 6.774790e-01 3.683769e-01 1.803481e-01 7.948862e-02 3.153907e-02
[18,] 1.051956e+00 6.127002e-01 3.213781e-01 1.517766e-01 6.453082e-02
[19,] 1.463824e+00 9.128554e-01 5.128891e-01 2.595126e-01 1.182260e-01
[20,] 1.827104e+00 1.218873e+00 7.332360e-01 3.974020e-01 1.939673e-01
[21,] 2.049230e+00 1.459843e+00 9.394543e-01 5.451589e-01 2.850164e-01
[22,] 2.072582e+00 1.571180e+00 1.079724e+00 6.702479e-01 3.751767e-01
[23,] 1.903844e+00 1.525212e+00 1.115265e+00 7.392354e-01 4.426227e-01
[24,] 1.611457e+00 1.345982e+00 1.039618e+00 7.329896e-01 4.685325e-01
[25,] 1.293700e+00 1.098630e+00 8.830267e-01 6.567937e-01 4.462162e-01
[26,] 1.041188e+00 8.620717e-01 6.997677e-01 5.390953e-01 3.852309e-01
[27,] 9.192208e-01 7.051376e-01 5.486759e-01 4.208051e-01 3.082890e-01
[28,] 9.763880e-01 6.807230e-01 4.807828e-01 3.437526e-01 2.441205e-01
[29,] 1.263005e+00 8.352229e-01 5.396479e-01 3.459145e-01 2.219533e-01
[30,] 1.834834e+00 1.216625e+00 7.672551e-01 4.632412e-01 2.704540e-01
[31,] 2.729792e+00 1.865562e+00 1.202508e+00 7.304646e-01 4.183538e-01
[32,] 3.928560e+00 2.788698e+00 1.865775e+00 1.173284e+00 6.910219e-01
[33,] 5.327125e+00 3.931554e+00 2.736906e+00 1.792740e+00 1.100536e+00
[34,] 6.746406e+00 5.173558e+00 3.744012e+00 2.552629e+00 1.634423e+00
[35,] 7.980462e+00 6.355001e+00 4.775728e+00 3.382504e+00 2.253114e+00
[36,] 8.857138e+00 7.321989e+00 5.712019e+00 4.197656e+00 2.901420e+00
[37,] 9.276706e+00 7.961834e+00 6.452650e+00 4.921778e+00 3.526576e+00
[38,] 9.213892e+00 8.211592e+00 6.925208e+00 5.494051e+00 4.086530e+00
[39,] 8.698369e+00 8.048056e+00 7.076062e+00 5.857951e+00 4.539621e+00
[40,] 7.799444e+00 7.482140e+00 6.866305e+00 5.950919e+00 4.827327e+00
[41,] 6.623778e+00 6.568496e+00 6.288818e+00 5.717581e+00 4.874965e+00
[42,] 5.312206e+00 5.416275e+00 5.395924e+00 5.146260e+00 4.622884e+00
[43,] 4.019242e+00 4.178137e+00 4.308433e+00 4.300406e+00 4.070659e+00
[44,] 2.877410e+00 3.012292e+00 3.187956e+00 3.313840e+00 3.298611e+00
[45,] 1.965874e+00 2.037178e+00 2.184681e+00 2.346160e+00 2.445252e+00
[46,] 1.301090e+00 1.305088e+00 1.392314e+00 1.525918e+00 1.653440e+00
[47,] 8.511316e-01 8.058123e-01 8.338621e-01 9.155756e-01 1.020080e+00
[48,] 5.614152e-01 4.912012e-01 4.781866e-01 5.120612e-01 5.765077e-01
[49,] 3.775668e-01 3.031030e-01 2.698879e-01 2.720702e-01 3.013173e-01
[50,] 2.580004e-01 1.921814e-01 1.546047e-01 1.414805e-01 1.483106e-01
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.058688e-14 1.122749e-15 1.071792e-16 9.209773e-18 7.123614e-19
 [2,] 1.385368e-13 1.574885e-14 1.611560e-15 1.484417e-16 1.230776e-17
 [3,] 1.619474e-12 1.973422e-13 2.164614e-14 2.137242e-15 1.899510e-16
 [4,] 1.691419e-11 2.209285e-12 2.597574e-13 2.749146e-14 2.619046e-15
 [5,] 1.578545e-10 2.210061e-11 2.785275e-12 3.159705e-13 3.226574e-14
 [6,] 1.316613e-09 1.975803e-10 2.668988e-11 3.245380e-12 3.552239e-13
 [7,] 9.815701e-09 1.578834e-09 2.285968e-10 2.979346e-11 3.495347e-12
 [8,] 6.542095e-08 1.127853e-08 1.750281e-09 2.445014e-10 3.074501e-11
 [9,] 3.898686e-07 7.203857e-08 1.198210e-08 1.793990e-09 2.417842e-10
[10,] 2.077778e-06 4.114791e-07 7.335310e-08 1.177091e-08 1.700291e-09
[11,] 9.904509e-06 2.102200e-06 4.016414e-07 6.907561e-08 1.069385e-08
[12,] 4.223700e-05 9.607658e-06 1.967281e-06 3.626087e-07 6.016369e-08
[13,] 1.611577e-04 3.928708e-05 8.621328e-06 1.703032e-06 3.028285e-07
[14,] 5.502676e-04 1.437602e-04 3.380883e-05 7.157263e-06 1.363924e-06
[15,] 1.681609e-03 4.708125e-04 1.186584e-04 2.692005e-05 5.497694e-06
[16,] 4.600035e-03 1.380176e-03 3.727669e-04 9.062912e-05 1.983474e-05
[17,] 1.126502e-02 3.622005e-03 1.048328e-03 2.731333e-04 6.405919e-05
[18,] 2.469906e-02 8.510079e-03 2.639498e-03 7.369535e-04 1.852207e-04
[19,] 4.848884e-02 1.790284e-02 5.950355e-03 1.780320e-03 4.794967e-04
[20,] 8.524076e-02 3.372414e-02 1.201121e-02 3.850995e-03 1.111463e-03
[21,] 1.341930e-01 5.688684e-02 2.171049e-02 7.458991e-03 2.306918e-03
[22,] 1.892079e-01 8.593299e-02 3.514025e-02 1.293679e-02 4.287486e-03
[23,] 2.389878e-01 1.162602e-01 5.093433e-02 2.009175e-02 7.135182e-03
[24,] 2.705686e-01 1.409094e-01 6.612065e-02 2.794282e-02 1.063259e-02
[25,] 2.749591e-01 1.531111e-01 7.690292e-02 3.480613e-02 1.418829e-02
[26,] 2.518472e-01 1.494860e-01 8.023162e-02 3.885475e-02 1.695943e-02
[27,] 2.106008e-01 1.320921e-01 7.539018e-02 3.895997e-02 1.818115e-02
[28,] 1.675014e-01 1.082656e-01 6.472662e-02 3.538165e-02 1.756385e-02
[29,] 1.419396e-01 8.891380e-02 5.332274e-02 2.998235e-02 1.556335e-02
[30,] 1.544546e-01 8.697975e-02 4.824493e-02 2.604961e-02 1.344711e-02
[31,] 2.266611e-01 1.170176e-01 5.816700e-02 2.811780e-02 1.327319e-02
[32,] 3.799670e-01 1.947978e-01 9.328863e-02 4.198735e-02 1.794016e-02
[33,] 6.300326e-01 3.347010e-01 1.643832e-01 7.452282e-02 3.123377e-02
[34,] 9.782145e-01 5.442224e-01 2.798841e-01 1.324343e-01 5.747328e-02
[35,] 1.406417e+00 8.186287e-01 4.418203e-01 2.198662e-01 1.003928e-01
[36,] 1.881812e+00 1.141087e+00 6.438086e-01 3.361643e-01 1.615813e-01
[37,] 2.369942e+00 1.490399e+00 8.741997e-01 4.762079e-01 2.397481e-01
[38,] 2.844618e+00 1.850551e+00 1.123102e+00 6.342268e-01 3.320938e-01
[39,] 3.282546e+00 2.211187e+00 1.386320e+00 8.081219e-01 4.372667e-01
[40,] 3.644887e+00 2.554137e+00 1.659045e+00 9.985539e-01 5.567913e-01
[41,] 3.865512e+00 2.836299e+00 1.921000e+00 1.200007e+00 6.914977e-01
[42,] 3.866578e+00 2.988944e+00 2.126372e+00 1.389392e+00 8.334443e-01
[43,] 3.599711e+00 2.944110e+00 2.213218e+00 1.523960e+00 9.596918e-01
[44,] 3.084673e+00 2.674811e+00 2.132829e+00 1.556041e+00 1.035861e+00
[45,] 2.413958e+00 2.219677e+00 1.880613e+00 1.458329e+00 1.030982e+00
[46,] 1.716939e+00 1.671817e+00 1.505255e+00 1.242388e+00 9.351175e-01
[47,] 1.107600e+00 1.138766e+00 1.088419e+00 9.562781e-01 7.671267e-01
[48,] 6.483702e-01 7.005150e-01 7.091566e-01 6.626883e-01 5.666315e-01
[49,] 3.456335e-01 3.893915e-01 4.159633e-01 4.127205e-01 3.759073e-01
[50,] 1.691787e-01 1.961702e-01 2.197771e-01 2.308769e-01 2.237058e-01

> 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  
      1.148        2.618  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7z82j1226601881.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] 5.814615 5.893610 5.972606 6.051601 6.130596 6.209591 6.288587 6.367582
 [9] 6.446577 6.525573 6.604568 6.683563 6.762559 6.841554 6.920549 6.999545
[17] 7.078540 7.157535 7.236530 7.315526 7.394521 7.473516 7.552512 7.631507
[25] 7.710502 7.789498 7.868493 7.947488 8.026484 8.105479 8.184474 8.263470
[33] 8.342465 8.421460 8.500455 8.579451 8.658446 8.737441 8.816437 8.895432
[41] 8.974427 9.053423 9.132418 9.211413 9.290409 9.369404 9.448399 9.527394
[49] 9.606390 9.685385

$yords
 [1] 11.77522 12.09664 12.41806 12.73948 13.06089 13.38231 13.70373 14.02515
 [9] 14.34657 14.66799 14.98941 15.31083 15.63225 15.95367 16.27509 16.59651
[17] 16.91793 17.23935 17.56077 17.88219 18.20361 18.52503 18.84645 19.16787
[25] 19.48929 19.81071 20.13213 20.45355 20.77497 21.09639 21.41781 21.73923
[33] 22.06065 22.38207 22.70349 23.02491 23.34633 23.66775 23.98917 24.31059
[41] 24.63201 24.95343 25.27485 25.59627 25.91769 26.23911 26.56052 26.88194
[49] 27.20336 27.52478

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.014026e+00 1.253112e+00 1.307043e+00 1.150901e+00 8.555561e-01
 [2,] 1.064325e+00 1.555001e+00 1.917283e+00 1.995885e+00 1.754755e+00
 [3,] 8.710016e-01 1.502110e+00 2.186411e+00 2.687308e+00 2.790413e+00
 [4,] 5.642423e-01 1.143200e+00 1.957553e+00 2.832968e+00 3.466029e+00
 [5,] 2.993007e-01 7.037467e-01 1.404903e+00 2.377928e+00 3.410215e+00
 [6,] 1.388129e-01 3.695603e-01 8.432757e-01 1.643980e+00 2.731424e+00
 [7,] 6.142010e-02 1.797480e-01 4.551830e-01 9.952575e-01 1.873321e+00
 [8,] 2.708636e-02 8.652340e-02 2.388443e-01 5.713103e-01 1.185141e+00
 [9,] 1.142771e-02 4.071747e-02 1.241052e-01 3.251840e-01 7.360062e-01
[10,] 4.339160e-03 1.761206e-02 6.072970e-02 1.783349e-01 4.478000e-01
[11,] 1.466334e-03 6.766518e-03 2.663443e-02 8.915373e-02 2.537373e-01
[12,] 4.669898e-04 2.370639e-03 1.046108e-02 3.971455e-02 1.288349e-01
[13,] 1.546876e-04 8.198791e-04 3.881362e-03 1.619419e-02 5.880231e-02
[14,] 5.725258e-05 3.040147e-04 1.474174e-03 6.454520e-03 2.521856e-02
[15,] 2.494764e-05 1.271613e-04 6.089570e-04 2.692019e-03 1.084891e-02
[16,] 1.388569e-05 6.427182e-05 2.891822e-04 1.238993e-03 4.962719e-03
[17,] 9.987897e-06 4.147815e-05 1.695162e-04 6.738881e-04 2.568186e-03
[18,] 8.439057e-06 3.270242e-05 1.228564e-04 4.502763e-04 1.597930e-03
[19,] 7.293765e-06 2.842584e-05 1.026946e-04 3.540786e-04 1.180715e-03
[20,] 5.660389e-06 2.397670e-05 8.977184e-05 3.060179e-04 9.795703e-04
[21,] 3.636043e-06 1.756524e-05 7.288747e-05 2.642920e-04 8.588289e-04
[22,] 1.869726e-06 1.051126e-05 5.013966e-05 2.044832e-04 7.224530e-04
[23,] 7.670569e-07 5.037253e-06 2.797706e-05 1.317620e-04 5.290623e-04
[24,] 2.547725e-07 1.944276e-06 1.256459e-05 6.877966e-05 3.194271e-04
[25,] 7.023143e-08 6.171415e-07 4.605190e-06 2.917237e-05 1.568779e-04
[26,] 1.646253e-08 1.653153e-07 1.412000e-06 1.026103e-05 6.344802e-05
[27,] 3.315796e-09 3.802483e-08 3.703609e-07 3.068249e-06 2.164523e-05
[28,] 5.687325e-10 7.498010e-09 8.363473e-08 7.908847e-07 6.353464e-06
[29,] 8.133770e-11 1.244847e-09 1.605094e-08 1.746759e-07 1.607727e-06
[30,] 9.487201e-12 1.700277e-10 2.558700e-09 3.237360e-08 3.449138e-07
[31,] 8.869173e-13 1.873061e-11 3.314112e-10 4.916784e-09 6.122567e-08
[32,] 6.563088e-14 1.640333e-12 3.429751e-11 6.002406e-10 8.798273e-09
[33,] 3.809363e-15 1.130215e-13 2.802408e-12 5.809216e-11 1.007171e-09
[34,] 1.722015e-16 6.079145e-15 1.792165e-13 4.413224e-12 9.080454e-11
[35,] 6.027900e-18 2.536721e-16 8.909445e-15 2.612076e-13 6.394070e-12
[36,] 1.626317e-19 8.170626e-18 3.424316e-16 1.197366e-14 3.493748e-13
[37,] 3.369190e-21 2.023134e-19 1.013060e-17 4.230654e-16 1.473673e-14
[38,] 5.343856e-23 3.838773e-21 2.298909e-19 1.147839e-17 4.778766e-16
[39,] 6.474772e-25 5.567930e-23 3.990853e-21 2.384341e-19 1.187509e-17
[40,] 5.982926e-27 6.162137e-25 5.289154e-23 3.783544e-21 2.255775e-19
[41,] 4.211084e-29 5.196583e-27 5.343570e-25 4.578779e-23 3.269587e-21
[42,] 2.255709e-31 3.336007e-29 4.110801e-27 4.220775e-25 3.611105e-23
[43,] 9.189822e-34 1.629116e-31 2.406181e-29 2.961036e-27 3.036060e-25
[44,] 2.846244e-36 6.048892e-34 1.071010e-31 1.579905e-29 1.941771e-27
[45,] 6.699460e-39 1.707037e-36 3.623666e-34 6.408541e-32 9.442443e-30
[46,] 1.198158e-41 3.660544e-39 9.316877e-37 1.975565e-34 3.489920e-32
[47,] 1.627884e-44 5.963530e-42 1.819997e-39 4.627293e-37 9.801200e-35
[48,] 1.680049e-47 7.380136e-45 2.700784e-42 8.233793e-40 2.091224e-37
[49,] 1.316976e-50 6.937340e-48 3.044304e-45 1.112921e-42 3.389434e-40
[50,] 7.840854e-54 4.952882e-51 2.606337e-48 1.142567e-45 4.172701e-43
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.369657e-01 2.846874e-01 1.277674e-01 4.883188e-02 1.613137e-02
 [2,] 1.303365e+00 8.184360e-01 4.353344e-01 1.971786e-01 7.703130e-02
 [3,] 2.449188e+00 1.818725e+00 1.144892e+00 6.138969e-01 2.835684e-01
 [4,] 3.586973e+00 3.143195e+00 2.337004e+00 1.481055e+00 8.082092e-01
 [5,] 4.143740e+00 4.269338e+00 3.737189e+00 2.791560e+00 1.796164e+00
 [6,] 3.861818e+00 4.644790e+00 4.758526e+00 4.168700e+00 3.150017e+00
 [7,] 3.026554e+00 4.188653e+00 4.964585e+00 5.052654e+00 4.448699e+00
 [8,] 2.130337e+00 3.312731e+00 4.451274e+00 5.173914e+00 5.231812e+00
 [9,] 1.444530e+00 2.464642e+00 3.661118e+00 4.743755e+00 5.387175e+00
[10,] 9.664337e-01 1.802634e+00 2.921848e+00 4.138034e+00 5.155491e+00
[11,] 6.153901e-01 1.277210e+00 2.281579e+00 3.533413e+00 4.786663e+00
[12,] 3.559488e-01 8.373664e-01 1.681539e+00 2.897075e+00 4.315773e+00
[13,] 1.839499e-01 4.924633e-01 1.124768e+00 2.192251e+00 3.659705e+00
[14,] 8.681547e-02 2.601739e-01 6.722810e-01 1.488658e+00 2.818324e+00
[15,] 3.942643e-02 1.277107e-01 3.641854e-01 9.038222e-01 1.934959e+00
[16,] 1.831561e-02 6.156947e-02 1.864612e-01 5.027137e-01 1.191847e+00
[17,] 9.245837e-03 3.101541e-02 9.578634e-02 2.693863e-01 6.820842e-01
[18,] 5.430710e-03 1.749883e-02 5.294415e-02 1.489405e-01 3.857230e-01
[19,] 3.794098e-03 1.162672e-02 3.368308e-02 9.170517e-02 2.333645e-01
[20,] 3.004527e-03 8.850149e-03 2.479270e-02 6.536244e-02 1.612109e-01
[21,] 2.577867e-03 7.332339e-03 1.996088e-02 5.168233e-02 1.257023e-01
[22,] 2.257379e-03 6.412458e-03 1.703529e-02 4.307984e-02 1.037453e-01
[23,] 1.829084e-03 5.534088e-03 1.500522e-02 3.750212e-02 8.845848e-02
[24,] 1.263235e-03 4.284519e-03 1.261908e-02 3.290660e-02 7.796023e-02
[25,] 7.167764e-04 2.789152e-03 9.289740e-03 2.672836e-02 6.744902e-02
[26,] 3.338611e-04 1.495766e-03 5.714507e-03 1.868087e-02 5.259961e-02
[27,] 1.301390e-04 6.672799e-04 2.919927e-03 1.091759e-02 3.496403e-02
[28,] 4.344292e-05 2.532746e-04 1.260910e-03 5.367711e-03 1.956794e-02
[29,] 1.254389e-05 8.316661e-05 4.697232e-04 2.265515e-03 9.352508e-03
[30,] 3.100230e-06 2.356177e-05 1.518006e-04 8.314717e-04 3.884085e-03
[31,] 6.407280e-07 5.644048e-06 4.193197e-05 2.633882e-04 1.402878e-03
[32,] 1.080991e-07 1.114391e-06 9.651738e-06 7.034783e-05 4.324164e-04
[33,] 1.461189e-08 1.775017e-07 1.806931e-06 1.543040e-05 1.106886e-04
[34,] 1.561640e-09 2.245738e-08 2.701885e-07 2.721386e-06 2.296659e-05
[35,] 1.307170e-10 2.232444e-09 3.186233e-08 3.802015e-07 3.795122e-06
[36,] 8.508378e-12 1.729779e-10 2.936541e-09 4.164080e-08 4.934022e-07
[37,] 4.282277e-13 1.038254e-11 2.100742e-10 3.547994e-09 5.003227e-08
[38,] 1.659086e-14 4.803945e-13 1.160292e-11 2.338049e-10 3.931349e-09
[39,] 4.930615e-16 1.706890e-14 4.927174e-13 1.186143e-11 2.381688e-10
[40,] 1.120979e-17 4.643413e-16 1.603435e-14 4.616193e-13 1.108102e-11
[41,] 1.945691e-19 9.649795e-18 3.988890e-16 1.374388e-14 3.947494e-13
[42,] 2.574406e-21 1.529407e-19 7.571761e-18 3.124096e-16 1.074303e-14
[43,] 2.593768e-23 1.846382e-21 1.095205e-19 5.413428e-18 2.229800e-16
[44,] 1.988356e-25 1.696414e-23 1.205926e-21 7.142931e-20 3.525386e-18
[45,] 1.159100e-27 1.185438e-25 1.010102e-23 7.171211e-22 4.241934e-20
[46,] 5.136159e-30 6.297505e-28 6.432963e-26 5.474895e-24 3.882067e-22
[47,] 1.729502e-32 2.542496e-30 3.113868e-28 3.177234e-26 2.700880e-24
[48,] 4.424704e-35 7.799345e-33 1.145314e-30 1.401171e-28 1.428083e-26
[49,] 8.599416e-38 1.817589e-35 3.200439e-33 4.694795e-31 5.737356e-29
[50,] 1.269487e-40 3.217517e-38 6.793543e-36 1.194980e-33 1.751085e-31
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.756748e-03 1.324176e-03 3.704662e-04 1.061849e-04 2.984471e-05
 [2,] 2.669567e-02 8.634899e-03 2.775990e-03 9.141880e-04 2.984391e-04
 [3,] 1.156409e-01 4.357454e-02 1.612390e-02 6.089257e-03 2.298776e-03
 [4,] 3.880762e-01 1.707353e-01 7.287461e-02 3.152652e-02 1.370251e-02
 [5,] 1.014959e+00 5.220706e-01 2.575834e-01 1.276045e-01 6.358342e-02
 [6,] 2.089373e+00 1.255876e+00 7.170110e-01 4.066582e-01 2.313874e-01
 [7,] 3.442296e+00 2.408137e+00 1.588140e+00 1.029753e+00 6.663572e-01
 [8,] 4.664850e+00 3.760467e+00 2.844290e+00 2.097866e+00 1.535445e+00
 [9,] 5.423092e+00 4.945813e+00 4.224096e+00 3.501656e+00 2.871164e+00
[10,] 5.713802e+00 5.745232e+00 5.403672e+00 4.924421e+00 4.444679e+00
[11,] 5.742801e+00 6.219672e+00 6.262044e+00 6.083195e+00 5.873498e+00
[12,] 5.623089e+00 6.520208e+00 6.912759e+00 6.963164e+00 6.940030e+00
[13,] 5.272214e+00 6.639005e+00 7.464103e+00 7.748074e+00 7.771475e+00
[14,] 4.569760e+00 6.387478e+00 7.798697e+00 8.515106e+00 8.638390e+00
[15,] 3.555405e+00 5.603705e+00 7.612856e+00 9.027456e+00 9.575083e+00
[16,] 2.457864e+00 4.375042e+00 6.700416e+00 8.852951e+00 1.020388e+01
[17,] 1.535657e+00 3.036794e+00 5.221832e+00 7.761283e+00 9.971921e+00
[18,] 9.098797e-01 1.931458e+00 3.641766e+00 6.025718e+00 8.673222e+00
[19,] 5.514711e-01 1.200308e+00 2.380889e+00 4.248647e+00 6.728638e+00
[20,] 3.710721e-01 7.956047e-01 1.583328e+00 2.904912e+00 4.860642e+00
[21,] 2.846109e-01 5.979309e-01 1.166127e+00 2.113747e+00 3.557413e+00
[22,] 2.351815e-01 4.956008e-01 9.641131e-01 1.729859e+00 2.871482e+00
[23,] 1.986774e-01 4.219310e-01 8.356224e-01 1.526163e+00 2.558428e+00
[24,] 1.723128e-01 3.613997e-01 7.197557e-01 1.345516e+00 2.328678e+00
[25,] 1.526171e-01 3.179201e-01 6.237436e-01 1.163752e+00 2.053351e+00
[26,] 1.290363e-01 2.807637e-01 5.549589e-01 1.021989e+00 1.784591e+00
[27,] 9.635716e-02 2.304385e-01 4.848614e-01 9.158173e-01 1.591545e+00
[28,] 6.121433e-02 1.649020e-01 3.848664e-01 7.862501e-01 1.428522e+00
[29,] 3.312089e-02 1.008649e-01 2.649698e-01 6.032741e-01 1.199475e+00
[30,] 1.552437e-02 5.326682e-02 1.574222e-01 4.021527e-01 8.918735e-01
[31,] 6.357955e-03 2.461472e-02 8.175544e-02 2.340160e-01 5.799648e-01
[32,] 2.247744e-03 9.914588e-03 3.726561e-02 1.199504e-01 3.324977e-01
[33,] 6.682016e-04 3.402814e-03 1.466479e-02 5.370496e-02 1.680047e-01
[34,] 1.625839e-04 9.669349e-04 4.841276e-03 2.046457e-02 7.331753e-02
[35,] 3.171212e-05 2.220380e-04 1.304363e-03 6.440562e-03 2.679824e-02
[36,] 4.887555e-06 4.050064e-05 2.809795e-04 1.633907e-03 7.976646e-03
[37,] 5.892829e-07 5.799512e-06 4.771976e-05 3.285283e-04 1.894400e-03
[38,] 5.517493e-08 6.465318e-07 6.327911e-06 5.175844e-05 3.540502e-04
[39,] 3.989554e-09 5.576430e-08 6.505917e-07 6.337900e-06 5.158107e-05
[40,] 2.218204e-10 3.703603e-09 5.158742e-08 5.996259e-07 5.818331e-06
[41,] 9.452268e-12 1.887161e-10 3.142038e-09 4.363478e-08 5.055868e-07
[42,] 3.079217e-13 7.357092e-12 1.465474e-10 2.434006e-09 3.371547e-08
[43,] 7.654267e-15 2.189859e-13 5.222081e-12 1.038088e-10 1.720509e-09
[44,] 1.449882e-16 4.969089e-15 1.419284e-13 3.378663e-12 6.704344e-11
[45,] 2.090721e-18 8.586292e-17 2.938428e-15 8.380103e-14 1.991813e-12
[46,] 2.293432e-20 1.128903e-18 4.630121e-17 1.582379e-15 4.506526e-14
[47,] 1.912842e-22 1.128703e-20 5.549065e-19 2.273065e-17 7.758528e-16
[48,] 1.212609e-24 8.578272e-23 5.055920e-21 2.482734e-19 1.015800e-17
[49,] 5.841209e-27 4.954438e-25 3.501020e-23 2.061143e-21 1.010998e-19
[50,] 2.137682e-29 2.174062e-27 1.842044e-25 1.300259e-23 7.646690e-22
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 7.725234e-06 1.762850e-06 3.469737e-07 5.837553e-08 8.367582e-09
 [2,] 9.079943e-05 2.454543e-05 5.747362e-06 1.152808e-06 1.972320e-07
 [3,] 8.185630e-04 2.613114e-04 7.263680e-05 1.734581e-05 3.538871e-06
 [4,] 5.681590e-03 2.133058e-03 7.018235e-04 1.991346e-04 4.838150e-05
 [5,] 3.051918e-02 1.340389e-02 5.199211e-03 1.747833e-03 5.047079e-04
 [6,] 1.277305e-01 6.519555e-02 2.965307e-02 1.176360e-02 4.025828e-03
 [7,] 4.200914e-01 2.472454e-01 1.309504e-01 6.096939e-02 2.462931e-02
 [8,] 1.097071e+00 7.379088e-01 4.512202e-01 2.447936e-01 1.160769e-01
 [9,] 2.303411e+00 1.752980e+00 1.225226e+00 7.675562e-01 4.240668e-01
[10,] 3.949155e+00 3.360110e+00 2.653959e+00 1.899361e+00 1.211195e+00
[11,] 5.650778e+00 5.285892e+00 4.654165e+00 3.758409e+00 2.735022e+00
[12,] 6.982823e+00 6.991739e+00 6.733370e+00 6.044426e+00 4.953272e+00
[13,] 7.852702e+00 8.081779e+00 8.258468e+00 8.069513e+00 7.326122e+00
[14,] 8.565133e+00 8.658536e+00 8.968211e+00 9.223132e+00 9.064424e+00
[15,] 9.464355e+00 9.204058e+00 9.198312e+00 9.470333e+00 9.713257e+00
[16,] 1.050958e+01 1.008975e+01 9.558495e+00 9.356786e+00 9.496152e+00
[17,] 1.117440e+01 1.117072e+01 1.039048e+01 9.540039e+00 9.090814e+00
[18,] 1.082816e+01 1.179646e+01 1.144263e+01 1.029516e+01 9.130554e+00
[19,] 9.349449e+00 1.132670e+01 1.199461e+01 1.129128e+01 9.820566e+00
[20,] 7.316005e+00 9.770227e+00 1.146369e+01 1.179970e+01 1.079039e+01
[21,] 5.527069e+00 7.838930e+00 1.000363e+01 1.133886e+01 1.134788e+01
[22,] 4.427174e+00 6.346277e+00 8.413684e+00 1.019467e+01 1.112923e+01
[23,] 3.942297e+00 5.615089e+00 7.439636e+00 9.189624e+00 1.052290e+01
[24,] 3.697733e+00 5.375346e+00 7.182375e+00 8.893592e+00 1.028746e+01
[25,] 3.380550e+00 5.130065e+00 7.130910e+00 9.086250e+00 1.068808e+01
[26,] 2.963894e+00 4.638352e+00 6.750557e+00 9.049211e+00 1.114081e+01
[27,] 2.603140e+00 4.056306e+00 6.010966e+00 8.381202e+00 1.087260e+01
[28,] 2.358865e+00 3.626592e+00 5.292961e+00 7.390150e+00 9.828627e+00
[29,] 2.107901e+00 3.332247e+00 4.846174e+00 6.634915e+00 8.694627e+00
[30,] 1.727426e+00 2.948357e+00 4.494572e+00 6.235355e+00 8.053344e+00
[31,] 1.250549e+00 2.359097e+00 3.921195e+00 5.800491e+00 7.746989e+00
[32,] 7.985095e-01 1.671666e+00 3.069614e+00 4.976338e+00 7.177697e+00
[33,] 4.518006e-01 1.052066e+00 2.137832e+00 3.819962e+00 6.044927e+00
[34,] 2.237771e-01 5.857542e-01 1.325676e+00 2.618085e+00 4.554620e+00
[35,] 9.429509e-02 2.819765e-01 7.213830e-01 1.592472e+00 3.064749e+00
[36,] 3.276774e-02 1.136391e-01 3.342584e-01 8.393118e-01 1.814746e+00
[37,] 9.162961e-03 3.725520e-02 1.277181e-01 3.708052e-01 9.174411e-01
[38,] 2.027410e-03 9.732492e-03 3.924545e-02 1.333243e-01 3.831951e-01
[39,] 3.509496e-04 1.998175e-03 9.533588e-03 3.819243e-02 1.288374e-01
[40,] 4.715374e-05 3.194030e-04 1.810058e-03 8.593798e-03 3.425208e-02
[41,] 4.889459e-06 3.948692e-05 2.664916e-04 1.504504e-03 7.115576e-03
[42,] 3.896007e-07 3.757177e-06 3.025415e-05 2.035716e-04 1.145833e-03
[43,] 2.377940e-08 2.741527e-07 2.637568e-06 2.118750e-05 1.422223e-04
[44,] 1.109096e-09 1.529956e-08 1.760411e-07 1.690287e-06 1.355123e-05
[45,] 3.946036e-11 6.517172e-10 8.975094e-09 1.030958e-07 9.882411e-07
[46,] 1.069601e-12 2.115949e-11 3.489505e-10 4.798488e-09 5.503972e-08
[47,] 2.206723e-14 5.230698e-13 1.033398e-11 1.701976e-10 2.337381e-09
[48,] 3.463002e-16 9.837756e-15 2.329042e-13 4.595773e-12 7.560057e-11
[49,] 4.131739e-18 1.406961e-16 3.992325e-15 9.440872e-14 1.860823e-12
[50,] 3.746619e-20 1.529494e-18 5.202584e-17 1.474653e-15 3.483441e-14
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 1.020702e-09 1.058792e-10 9.330593e-12 6.975517e-13 4.415914e-14
 [2,] 2.873587e-08 3.562025e-09 3.752652e-10 3.355211e-11 2.541237e-12
 [3,] 6.154449e-07 9.112484e-08 1.147336e-08 1.226572e-09 1.111298e-10
 [4,] 1.003421e-05 1.773514e-06 2.667557e-07 3.408837e-08 3.693712e-09
 [5,] 1.246634e-04 2.627820e-05 4.718760e-06 7.204830e-07 9.334045e-08
 [6,] 1.181936e-03 2.967359e-04 6.355616e-05 1.158741e-05 1.794062e-06
 [7,] 8.570179e-03 2.557569e-03 6.525084e-04 1.419233e-04 2.624483e-05
 [8,] 4.767712e-02 1.686399e-02 5.114862e-03 1.325450e-03 2.924870e-04
 [9,] 2.044349e-01 8.535450e-02 3.068786e-02 9.456098e-03 2.486816e-03
[10,] 6.800928e-01 3.332328e-01 1.414349e-01 5.167528e-02 1.616502e-02
[11,] 1.771258e+00 1.010551e+00 5.033827e-01 2.171803e-01 8.058740e-02
[12,] 3.655623e+00 2.403793e+00 1.394088e+00 7.061125e-01 3.095442e-01
[13,] 6.073798e+00 4.544890e+00 3.036527e+00 1.791075e+00 9.222824e-01
[14,] 8.291706e+00 6.951370e+00 5.278828e+00 3.586925e+00 2.152183e+00
[15,] 9.557694e+00 8.801330e+00 7.469826e+00 5.765387e+00 3.986945e+00
[16,] 9.665187e+00 9.510140e+00 8.828131e+00 7.601946e+00 5.971961e+00
[17,] 9.054122e+00 9.134737e+00 9.005396e+00 8.455004e+00 7.406601e+00
[18,] 8.440405e+00 8.242255e+00 8.265194e+00 8.204170e+00 7.826839e+00
[19,] 8.397802e+00 7.520896e+00 7.215457e+00 7.233456e+00 7.279156e+00
[20,] 9.080375e+00 7.486782e+00 6.497981e+00 6.146468e+00 6.201751e+00
[21,] 1.010568e+01 8.257522e+00 6.585271e+00 5.551752e+00 5.193353e+00
[22,] 1.083880e+01 9.443089e+00 7.550304e+00 5.875056e+00 4.839457e+00
[23,] 1.103483e+01 1.047364e+01 8.986701e+00 7.116977e+00 5.488005e+00
[24,] 1.113894e+01 1.121699e+01 1.040005e+01 8.854118e+00 7.042540e+00
[25,] 1.172740e+01 1.210061e+01 1.174990e+01 1.068263e+01 9.083949e+00
[26,] 1.265132e+01 1.338373e+01 1.333671e+01 1.260185e+01 1.130401e+01
[27,] 1.304225e+01 1.448205e+01 1.500206e+01 1.466267e+01 1.365486e+01
[28,] 1.232865e+01 1.446723e+01 1.584886e+01 1.628700e+01 1.585022e+01
[29,] 1.096275e+01 1.324085e+01 1.520444e+01 1.652538e+01 1.702285e+01
[30,] 9.901818e+00 1.177210e+01 1.360574e+01 1.524680e+01 1.648679e+01
[31,] 9.526275e+00 1.104330e+01 1.235724e+01 1.358494e+01 1.478484e+01
[32,] 9.308041e+00 1.101764e+01 1.215959e+01 1.285773e+01 1.340869e+01
[33,] 8.529311e+00 1.081263e+01 1.244778e+01 1.323666e+01 1.335073e+01
[34,] 7.039869e+00 9.735696e+00 1.211851e+01 1.367459e+01 1.416289e+01
[35,] 5.199369e+00 7.856568e+00 1.065957e+01 1.305634e+01 1.450465e+01
[36,] 3.415684e+00 5.665570e+00 8.381166e+00 1.116210e+01 1.345923e+01
[37,] 1.951026e+00 3.605688e+00 5.866217e+00 8.512134e+00 1.113370e+01
[38,] 9.374300e-01 1.968257e+00 3.585703e+00 5.741908e+00 8.191886e+00
[39,] 3.674888e-01 8.915170e-01 1.854403e+00 3.342305e+00 5.286202e+00
[40,] 1.149337e-01 3.260236e-01 7.863092e-01 1.625102e+00 2.907333e+00
[41,] 2.825075e-02 9.443434e-02 2.668760e-01 6.412865e-01 1.320275e+00
[42,] 5.403279e-03 2.139260e-02 7.132876e-02 2.011410e-01 4.824576e-01
[43,] 7.986585e-04 3.758056e-03 1.485146e-02 4.945027e-02 1.393353e-01
[44,] 9.079097e-05 5.089609e-04 2.391449e-03 9.441405e-03 3.142542e-02
[45,] 7.910201e-06 5.292007e-05 2.963062e-04 1.391133e-03 5.490976e-03
[46,] 5.268589e-07 4.211803e-06 2.814761e-05 1.574880e-04 7.392297e-04
[47,] 2.677685e-08 2.560231e-07 2.044698e-06 1.365517e-05 7.637984e-05
[48,] 1.037053e-09 1.186769e-08 1.133655e-07 9.047348e-07 6.039849e-06
[49,] 3.057728e-11 4.190159e-10 4.790704e-09 4.572919e-08 3.647789e-07
[50,] 6.858778e-13 1.125923e-11 1.541510e-10 1.761086e-09 1.680090e-08
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 2.362350e-15 1.065665e-16 4.045375e-18 1.289872e-19 3.448870e-21
 [2,] 1.627080e-13 8.787654e-15 3.995117e-16 1.525982e-17 4.888852e-19
 [3,] 8.514971e-12 5.505475e-13 2.997361e-14 1.371408e-15 5.264197e-17
 [4,] 3.386385e-10 2.620869e-11 1.708595e-12 9.363643e-14 4.306206e-15
 [5,] 1.023698e-08 9.482262e-10 7.401266e-11 4.857942e-12 2.676440e-13
 [6,] 2.353102e-07 2.608084e-08 2.436972e-09 1.915527e-10 1.264185e-11
 [7,] 4.114982e-06 5.455875e-07 6.101535e-08 5.742522e-09 4.539328e-10
 [8,] 5.478888e-05 8.686165e-06 1.162317e-06 1.309555e-07 1.239681e-08
 [9,] 5.560519e-04 1.053506e-04 1.686088e-05 2.273463e-06 2.576770e-07
[10,] 4.309088e-03 9.748251e-04 1.864943e-04 3.008171e-05 4.080898e-06
[11,] 2.556297e-02 6.896654e-03 1.575831e-03 3.038908e-04 4.932218e-05
[12,] 1.165275e-01 3.742488e-02 1.020081e-02 2.349848e-03 4.559906e-04
[13,] 4.104184e-01 1.565027e-01 5.079542e-02 1.395989e-02 3.235811e-03
[14,] 1.125780e+00 5.077484e-01 1.957251e-01 6.405562e-02 1.771127e-02
[15,] 2.432101e+00 1.290272e+00 5.884637e-01 2.287240e-01 7.528774e-02
[16,] 4.202404e+00 2.602041e+00 1.396380e+00 6.420431e-01 2.508526e-01
[17,] 5.926002e+00 4.236865e+00 2.654715e+00 1.435771e+00 6.630170e-01
[18,] 6.989727e+00 5.689891e+00 4.119241e+00 2.600091e+00 1.410579e+00
[19,] 7.087407e+00 6.453820e+00 5.327172e+00 3.884778e+00 2.456300e+00
[20,] 6.365326e+00 6.336162e+00 5.865822e+00 4.881619e+00 3.562684e+00
[21,] 5.293052e+00 5.545931e+00 5.624063e+00 5.258776e+00 4.380106e+00
[22,] 4.479388e+00 4.591066e+00 4.870291e+00 4.981232e+00 4.659358e+00
[23,] 4.467110e+00 4.084161e+00 4.151991e+00 4.381434e+00 4.450544e+00
[24,] 5.483141e+00 4.476545e+00 4.041366e+00 4.012275e+00 4.129530e+00
[25,] 7.337228e+00 5.849751e+00 4.848692e+00 4.339444e+00 4.184037e+00
[26,] 9.651979e+00 7.959310e+00 6.529095e+00 5.518337e+00 4.924232e+00
[27,] 1.219067e+01 1.050080e+01 8.844592e+00 7.440271e+00 6.392590e+00
[28,] 1.475604e+01 1.324922e+01 1.156543e+01 9.925852e+00 8.497096e+00
[29,] 1.672004e+01 1.577700e+01 1.439619e+01 1.278345e+01 1.113519e+01
[30,] 1.716101e+01 1.720704e+01 1.664984e+01 1.556756e+01 1.408899e+01
[31,] 1.590750e+01 1.682117e+01 1.736027e+01 1.736089e+01 1.670632e+01
[32,] 1.409897e+01 1.505765e+01 1.620516e+01 1.727965e+01 1.790926e+01
[33,] 1.324313e+01 1.341109e+01 1.415966e+01 1.547728e+01 1.703197e+01
[34,] 1.378119e+01 1.309856e+01 1.278189e+01 1.328911e+01 1.468395e+01
[35,] 1.473926e+01 1.396861e+01 1.283184e+01 1.210975e+01 1.237316e+01
[36,] 1.474140e+01 1.474711e+01 1.369062e+01 1.223846e+01 1.122303e+01
[37,] 1.320959e+01 1.425491e+01 1.404318e+01 1.279806e+01 1.117719e+01
[38,] 1.053149e+01 1.228567e+01 1.304140e+01 1.263279e+01 1.129772e+01
[39,] 7.434780e+00 9.406070e+00 1.078402e+01 1.124062e+01 1.068245e+01
[40,] 4.556574e+00 6.335312e+00 7.900633e+00 8.903322e+00 9.100587e+00
[41,] 2.351321e+00 3.662891e+00 5.048627e+00 6.218724e+00 6.893752e+00
[42,] 9.916692e-01 1.762621e+00 2.736770e+00 3.749589e+00 4.572292e+00
[43,] 3.341619e-01 6.870863e-01 1.221585e+00 1.895131e+00 2.587505e+00
[44,] 8.858682e-02 2.127376e-01 4.383244e-01 7.810509e-01 1.213296e+00
[45,] 1.828715e-02 5.163194e-02 1.243227e-01 2.570754e-01 4.598883e-01
[46,] 2.919270e-03 9.736397e-03 2.756158e-02 6.662145e-02 1.384415e-01
[47,] 3.586321e-04 1.417906e-03 4.739694e-03 1.346499e-02 3.270897e-02
[48,] 3.378784e-05 1.587783e-04 6.288794e-04 2.108544e-03 6.016951e-03
[49,] 2.435032e-06 1.362891e-05 6.413066e-05 2.546159e-04 8.569040e-04
[50,] 1.339877e-07 8.946200e-07 5.011669e-06 2.362496e-05 9.407941e-05
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 7.722407e-23 1.446377e-24 2.263953e-26 2.959341e-28 3.228640e-30
 [2,] 1.311863e-20 2.945005e-22 5.525750e-24 8.659195e-26 1.132639e-27
 [3,] 1.692792e-18 4.554675e-20 1.024404e-21 1.924454e-23 3.017893e-25
 [4,] 1.659348e-16 5.350963e-18 1.442586e-19 3.248757e-21 6.107825e-23
 [5,] 1.235799e-14 4.775994e-16 1.543310e-17 4.166335e-19 9.390410e-21
 [6,] 6.993881e-13 3.239145e-14 1.254522e-15 4.059626e-17 1.096885e-18
 [7,] 3.008678e-11 1.669745e-12 7.750456e-14 3.006191e-15 9.736738e-17
 [8,] 9.842726e-10 6.544948e-11 3.640597e-12 1.692419e-13 6.570442e-15
 [9,] 2.450334e-08 1.951945e-09 1.300968e-10 7.247650e-12 3.372310e-13
[10,] 4.646659e-07 4.433460e-08 3.539927e-09 2.362911e-10 1.317511e-11
[11,] 6.722138e-06 7.679589e-07 7.343886e-08 5.872136e-09 3.922673e-10
[12,] 7.434945e-05 1.016594e-05 1.163871e-06 1.114397e-07 8.915862e-09
[13,] 6.307224e-04 1.031513e-04 1.413057e-05 1.619345e-06 1.550942e-07
[14,] 4.122568e-03 8.057045e-04 1.319597e-04 1.808631e-05 2.072271e-06
[15,] 2.089390e-02 4.873354e-03 9.531834e-04 1.560867e-04 2.137420e-05
[16,] 8.281105e-02 2.300757e-02 5.365276e-03 1.048172e-03 1.713215e-04
[17,] 2.594839e-01 8.563972e-02 2.375538e-02 5.525566e-03 1.076048e-03
[18,] 6.513647e-01 2.543766e-01 8.365882e-02 2.310423e-02 5.347750e-03
[19,] 1.329667e+00 6.111683e-01 2.372433e-01 7.749755e-02 2.125121e-02
[20,] 2.242791e+00 1.205044e+00 5.488850e-01 2.110067e-01 6.825445e-02
[21,] 3.177501e+00 1.979968e+00 1.050764e+00 4.723717e-01 1.792327e-01
[22,] 3.852878e+00 2.760325e+00 1.693611e+00 8.838785e-01 3.907012e-01
[23,] 4.117230e+00 3.353062e+00 2.358601e+00 1.418313e+00 7.249825e-01
[24,] 4.100472e+00 3.712705e+00 2.958497e+00 2.034365e+00 1.194852e+00
[25,] 4.159988e+00 4.006136e+00 3.534334e+00 2.750935e+00 1.848776e+00
[26,] 4.641557e+00 4.483619e+00 4.208845e+00 3.637443e+00 2.782215e+00
[27,] 5.704950e+00 5.310326e+00 5.049087e+00 4.678765e+00 4.007127e+00
[28,] 7.365916e+00 6.564767e+00 6.069921e+00 5.737662e+00 5.304800e+00
[29,] 9.611575e+00 8.328934e+00 7.375646e+00 6.774229e+00 6.387590e+00
[30,] 1.239486e+01 1.069012e+01 9.174073e+00 8.015903e+00 7.282874e+00
[31,] 1.539958e+01 1.360958e+01 1.163382e+01 9.804013e+00 8.388415e+00
[32,] 1.773924e+01 1.660798e+01 1.467000e+01 1.234903e+01 1.014544e+01
[33,] 1.825990e+01 1.856032e+01 1.758557e+01 1.546617e+01 1.276352e+01
[34,] 1.659961e+01 1.832317e+01 1.903324e+01 1.819549e+01 1.590132e+01
[35,] 1.375644e+01 1.589235e+01 1.797583e+01 1.901561e+01 1.831098e+01
[36,] 1.127631e+01 1.258662e+01 1.481221e+01 1.711461e+01 1.839889e+01
[37,] 1.000305e+01 9.912849e+00 1.112303e+01 1.333126e+01 1.571688e+01
[38,] 9.655339e+00 8.464882e+00 8.317679e+00 9.429191e+00 1.153810e+01
[39,] 9.360604e+00 7.832817e+00 6.757131e+00 6.641825e+00 7.675325e+00
[40,] 8.467166e+00 7.257872e+00 5.953818e+00 5.094023e+00 5.086281e+00
[41,] 6.906258e+00 6.282012e+00 5.264466e+00 4.251896e+00 3.666548e+00
[42,] 4.993150e+00 4.904569e+00 4.360962e+00 3.579400e+00 2.878095e+00
[43,] 3.131033e+00 3.374871e+00 3.254735e+00 2.833482e+00 2.291873e+00
[44,] 1.654634e+00 1.991516e+00 2.123603e+00 2.015445e+00 1.724747e+00
[45,] 7.166626e-01 9.781709e-01 1.173619e+00 1.241106e+00 1.162956e+00
[46,] 2.489981e-01 3.898571e-01 5.334668e-01 6.393068e-01 6.721894e-01
[47,] 6.838683e-02 1.238141e-01 1.950173e-01 2.679036e-01 3.212326e-01
[48,] 1.470339e-02 3.096142e-02 5.648358e-02 8.958776e-02 1.236888e-01
[49,] 2.458269e-03 6.048385e-03 1.283872e-02 2.361973e-02 3.775258e-02
[50,] 3.180401e-04 9.179654e-04 2.275914e-03 4.873465e-03 9.047121e-03
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.938645e-32 2.230626e-34 1.411719e-36 7.447657e-39 3.274752e-41
 [2,] 1.236040e-29 1.124979e-31 8.537130e-34 5.400581e-36 2.847506e-38
 [3,] 3.948682e-27 4.309138e-29 3.921024e-31 2.974275e-33 1.880474e-35
 [4,] 9.581514e-25 1.253696e-26 1.367844e-28 1.244131e-30 9.432113e-33
 [5,] 1.766122e-22 2.770698e-24 3.624605e-26 3.953029e-28 3.593546e-30
 [6,] 2.473269e-20 4.651971e-22 7.296650e-24 9.541617e-26 1.040052e-27
 [7,] 2.631949e-18 5.935009e-20 1.116106e-21 1.749916e-23 2.287048e-25
 [8,] 2.129034e-16 5.755431e-18 1.297581e-19 2.439135e-21 3.822059e-23
 [9,] 1.309776e-14 4.244276e-16 1.147085e-17 2.584948e-19 4.856063e-21
[10,] 6.132574e-13 2.381786e-14 7.715703e-16 2.084179e-17 4.693425e-19
[11,] 2.187755e-11 1.018184e-12 3.952745e-14 1.279634e-15 3.453751e-17
[12,] 5.956280e-10 3.320814e-11 1.544538e-12 5.991018e-14 1.937538e-15
[13,] 1.240538e-08 8.282091e-10 4.613210e-11 2.143172e-12 8.302259e-14
[14,] 1.983303e-07 1.584600e-08 1.056442e-09 5.875133e-11 2.724737e-12
[15,] 2.445541e-06 2.336379e-07 1.862897e-08 1.239233e-09 6.875714e-11
[16,] 2.340515e-05 2.670695e-06 2.544048e-07 2.022284e-08 1.341058e-09
[17,] 1.752423e-04 2.384772e-05 2.710186e-06 2.571000e-07 2.035225e-08
[18,] 1.035996e-03 1.678141e-04 2.271299e-05 2.567228e-06 2.422301e-07
[19,] 4.883567e-03 9.393200e-04 1.510848e-04 2.030784e-05 2.279934e-06
[20,] 1.853747e-02 4.220538e-03 8.045776e-04 1.283085e-04 1.710519e-05
[21,] 5.725005e-02 1.536410e-02 3.458973e-03 6.524790e-04 1.030255e-04
[22,] 1.458443e-01 4.587269e-02 1.213532e-02 2.696009e-03 5.023535e-04
[23,] 3.139329e-01 1.148880e-01 3.546713e-02 9.221101e-03 2.016081e-03
[24,] 5.962566e-01 2.520741e-01 9.011407e-02 2.720146e-02 6.923892e-03
[25,] 1.060859e+00 5.168823e-01 2.132479e-01 7.438309e-02 2.191310e-02
[26,] 1.839730e+00 1.038734e+00 4.977145e-01 2.017901e-01 6.912344e-02
[27,] 3.045528e+00 2.003986e+00 1.126697e+00 5.377080e-01 2.171343e-01
[28,] 4.547925e+00 3.468065e+00 2.293381e+00 1.297474e+00 6.237325e-01
[29,] 5.920704e+00 5.108126e+00 3.930221e+00 2.627541e+00 1.505295e+00
[30,] 6.838319e+00 6.355854e+00 5.527500e+00 4.302402e+00 2.917154e+00
[31,] 7.492155e+00 6.974340e+00 6.486095e+00 5.685332e+00 4.482057e+00
[32,] 8.436572e+00 7.355077e+00 6.750648e+00 6.262745e+00 5.528358e+00
[33,] 1.016306e+01 8.153757e+00 6.885926e+00 6.193893e+00 5.712885e+00
[34,] 1.283642e+01 9.864552e+00 7.581951e+00 6.150742e+00 5.385266e+00
[35,] 1.589900e+01 1.255495e+01 9.291076e+00 6.798009e+00 5.248167e+00
[36,] 1.783825e+01 1.540736e+01 1.192404e+01 8.498734e+00 5.891906e+00
[37,] 1.715347e+01 1.674564e+01 1.441155e+01 1.096283e+01 7.543500e+00
[38,] 1.387919e+01 1.536328e+01 1.509472e+01 1.295720e+01 9.715770e+00
[39,] 9.628707e+00 1.181262e+01 1.323081e+01 1.305553e+01 1.117059e+01
[40,] 6.074149e+00 7.845814e+00 9.790039e+00 1.103775e+01 1.088412e+01
[41,] 3.818151e+00 4.798085e+00 6.394314e+00 8.060786e+00 9.064685e+00
[42,] 2.579646e+00 2.912396e+00 3.917979e+00 5.369941e+00 6.766698e+00
[43,] 1.877652e+00 1.837390e+00 2.340407e+00 3.387818e+00 4.732378e+00
[44,] 1.393066e+00 1.210441e+00 1.369490e+00 2.000669e+00 3.077016e+00
[45,] 9.853651e-01 8.136570e-01 7.925384e-01 1.076339e+00 1.770178e+00
[46,] 6.245609e-01 5.301086e-01 4.640505e-01 5.356325e-01 8.693927e-01
[47,] 3.366959e-01 3.119711e-01 2.700310e-01 2.627617e-01 3.710480e-01
[48,] 1.486133e-01 1.557098e-01 1.449859e-01 1.313192e-01 1.492719e-01
[49,] 5.242804e-02 6.320454e-02 6.640878e-02 6.281325e-02 6.161869e-02
[50,] 1.457986e-02 2.037844e-02 2.468072e-02 2.610953e-02 2.547533e-02
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.199966e-43 3.664014e-46 9.322047e-49 1.976100e-51 3.490018e-54
 [2,] 1.251201e-40 4.581337e-43 1.397742e-45 3.553107e-48 7.525114e-51
 [3,] 9.908287e-38 4.350485e-40 1.591661e-42 4.851912e-45 1.232258e-47
 [4,] 5.959430e-35 3.137717e-37 1.376579e-39 5.032008e-42 1.532536e-44
 [5,] 2.722557e-32 1.718898e-34 9.042873e-37 3.963872e-39 1.447656e-41
 [6,] 9.448386e-30 7.152970e-32 4.512360e-34 2.371824e-36 1.038717e-38
 [7,] 2.491224e-27 2.261436e-29 1.710609e-31 1.078162e-33 5.661841e-36
 [8,] 4.991711e-25 5.433062e-27 4.927679e-29 3.724030e-31 2.344932e-33
 [9,] 7.603619e-23 9.922259e-25 1.078978e-26 9.776782e-29 7.381294e-31
[10,] 8.809768e-21 1.378183e-22 1.796690e-24 1.951781e-26 1.766655e-28
[11,] 7.770274e-19 1.457025e-20 2.276865e-22 2.964921e-24 3.217100e-26
[12,] 5.223554e-17 1.173790e-18 2.198241e-20 3.430715e-22 4.461567e-24
[13,] 2.681241e-15 7.217968e-17 1.619508e-18 3.028322e-20 4.718879e-22
[14,] 1.053604e-13 3.396341e-15 9.125847e-17 2.043723e-18 3.814370e-20
[15,] 3.181185e-12 1.227150e-13 3.946267e-15 1.057820e-16 2.363393e-18
[16,] 7.417203e-11 3.420935e-12 1.315527e-13 4.217520e-15 1.127134e-16
[17,] 1.344056e-09 7.403425e-11 3.400867e-12 1.302668e-13 4.160257e-15
[18,] 1.907353e-08 1.253066e-09 6.867126e-11 3.138852e-12 1.196490e-13
[19,] 2.137097e-07 1.672014e-08 1.091607e-09 5.945957e-11 2.701725e-12
[20,] 1.905230e-06 1.772277e-07 1.376371e-08 8.921659e-10 4.825828e-11
[21,] 1.360636e-05 1.502068e-06 1.385390e-07 1.067130e-08 6.862631e-10
[22,] 7.842356e-05 1.024812e-05 1.120159e-06 1.023504e-07 7.813782e-09
[23,] 3.701903e-04 5.701943e-05 7.359580e-06 7.952987e-07 7.190029e-08
[24,] 1.484243e-03 2.676157e-04 4.053674e-05 5.152672e-06 5.490683e-07
[25,] 5.447138e-03 1.141446e-03 2.014327e-04 2.990484e-05 3.731126e-06
[26,] 1.998884e-02 4.876458e-03 1.002995e-03 1.738066e-04 2.535559e-05
[27,] 7.407375e-02 2.132898e-02 5.180517e-03 1.060775e-03 1.830021e-04
[28,] 2.539235e-01 8.738532e-02 2.539424e-02 6.226414e-03 1.287124e-03
[29,] 7.337519e-01 3.031981e-01 1.059831e-01 3.129408e-02 7.796609e-03
[30,] 1.697929e+00 8.418922e-01 3.541121e-01 1.260234e-01 3.787802e-02
[31,] 3.087336e+00 1.828761e+00 9.235375e-01 3.956764e-01 1.433699e-01
[32,] 4.416151e+00 3.092747e+00 1.865331e+00 9.593952e-01 4.183944e-01
[33,] 5.072475e+00 4.104934e+00 2.922436e+00 1.793721e+00 9.385282e-01
[34,] 4.919288e+00 4.386055e+00 3.592552e+00 2.597311e+00 1.619841e+00
[35,] 4.435562e+00 3.993348e+00 3.566847e+00 2.952133e+00 2.163403e+00
[36,] 4.285961e+00 3.460049e+00 3.049825e+00 2.719726e+00 2.269233e+00
[37,] 4.945941e+00 3.358935e+00 2.557013e+00 2.186234e+00 1.937209e+00
[38,] 6.479140e+00 4.023367e+00 2.534021e+00 1.792834e+00 1.468188e+00
[39,] 8.269697e+00 5.365650e+00 3.168505e+00 1.845943e+00 1.196481e+00
[40,] 9.251628e+00 6.756610e+00 4.275588e+00 2.412823e+00 1.302360e+00
[41,] 8.855616e+00 7.427167e+00 5.328804e+00 3.286933e+00 1.778964e+00
[42,] 7.499235e+00 7.176129e+00 5.880198e+00 4.113552e+00 2.462949e+00
[43,] 5.898478e+00 6.377060e+00 5.917658e+00 4.691754e+00 3.172395e+00
[44,] 4.334524e+00 5.315925e+00 5.588861e+00 5.012646e+00 3.828803e+00
[45,] 2.831632e+00 3.993521e+00 4.823270e+00 4.950754e+00 4.310768e+00
[46,] 1.551649e+00 2.535285e+00 3.568728e+00 4.260695e+00 4.298950e+00
[47,] 6.932082e-01 1.298703e+00 2.143562e+00 3.009615e+00 3.565357e+00
[48,] 2.566078e-01 5.272534e-01 1.014232e+00 1.681309e+00 2.355172e+00
[49,] 8.490735e-02 1.717995e-01 3.742406e-01 7.298485e-01 1.211765e+00
[50,] 2.819662e-02 4.766307e-02 1.086528e-01 2.448778e-01 4.808702e-01
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 5.135292e-57 6.295157e-60 6.429015e-63 5.469746e-66 3.876879e-69
 [2,] 1.327817e-53 1.951950e-56 2.390544e-59 2.438993e-62 2.073086e-65
 [3,] 2.607429e-50 4.596530e-53 6.750664e-56 8.259426e-59 8.418735e-62
 [4,] 3.888699e-47 8.220657e-50 1.447801e-52 2.124220e-55 2.596477e-58
 [5,] 4.404915e-44 1.116658e-46 2.358331e-49 4.149342e-52 6.082038e-55
 [6,] 3.790022e-41 1.152124e-43 2.917832e-46 6.156209e-49 1.082089e-51
 [7,] 2.477218e-38 9.029985e-41 2.742309e-43 6.938092e-46 1.462387e-48
 [8,] 1.230225e-35 5.377236e-38 1.958140e-40 5.940540e-43 1.501445e-45
 [9,] 4.643147e-33 2.433425e-35 1.062523e-37 3.865101e-40 1.171354e-42
[10,] 1.332367e-30 8.371994e-33 4.382841e-35 1.911573e-37 6.946027e-40
[11,] 2.908565e-28 2.190969e-30 1.375071e-32 7.190040e-35 3.132246e-37
[12,] 4.834691e-26 4.365241e-28 3.283921e-30 2.058294e-32 1.074861e-34
[13,] 6.127406e-24 6.629698e-26 5.976894e-28 4.489585e-30 2.809855e-32
[14,] 5.932753e-22 7.689509e-24 8.304888e-26 7.473850e-28 5.604369e-30
[15,] 4.400846e-20 6.829467e-22 8.832213e-24 9.518421e-26 8.548045e-28
[16,] 2.510898e-18 4.662175e-20 7.214954e-22 9.305548e-24 1.000241e-25
[17,] 1.107687e-16 2.458627e-18 4.549069e-20 7.015881e-22 9.019012e-24
[18,] 3.803218e-15 1.008000e-16 2.227456e-18 4.103633e-20 6.302641e-22
[19,] 1.023942e-13 3.236531e-15 8.531412e-17 1.875278e-18 3.437109e-20
[20,] 2.177937e-12 8.199871e-14 2.575213e-15 6.745634e-17 1.473698e-18
[21,] 3.683713e-11 1.650120e-12 6.167588e-14 1.923218e-15 5.002820e-17
[22,] 4.982236e-10 2.652404e-11 1.178696e-12 4.371414e-14 1.352802e-15
[23,] 5.434810e-09 3.432948e-10 1.811347e-11 7.980669e-13 2.935385e-14
[24,] 4.900543e-08 3.660581e-09 2.286979e-10 1.194373e-11 5.211779e-13
[25,] 3.908309e-07 3.433820e-08 2.528330e-09 1.558908e-10 8.043481e-12
[26,] 3.111444e-06 3.208927e-07 2.779060e-08 2.019368e-09 1.230191e-10
[27,] 2.658156e-05 3.248488e-06 3.337542e-07 2.880554e-08 2.086850e-09
[28,] 2.241563e-04 3.286117e-05 4.051890e-06 4.198650e-07 3.653241e-08
[29,] 1.637233e-03 2.894902e-04 4.305661e-05 5.381501e-06 5.647006e-07
[30,] 9.600547e-03 2.049260e-03 3.679225e-04 5.549813e-05 7.026001e-06
[31,] 4.383623e-02 1.128992e-02 2.445534e-03 4.449470e-04 6.791916e-05
[32,] 1.541512e-01 4.786075e-02 1.249813e-02 2.740752e-03 5.040765e-04
[33,] 4.159170e-01 1.554876e-01 4.890477e-02 1.291618e-02 2.860262e-03
[34,] 8.604992e-01 3.866051e-01 1.462823e-01 4.649003e-02 1.238737e-02
[35,] 1.367919e+00 7.359396e-01 3.343399e-01 1.277126e-01 4.091269e-02
[36,] 1.681633e+00 1.075273e+00 5.843445e-01 2.677595e-01 1.030126e-01
[37,] 1.624633e+00 1.214302e+00 7.831927e-01 4.288702e-01 1.977687e-01
[38,] 1.284124e+00 1.078655e+00 8.110285e-01 5.264024e-01 2.898454e-01
[39,] 9.231832e-01 7.896943e-01 6.615892e-01 4.991273e-01 3.253536e-01
[40,] 7.641402e-01 5.444395e-01 4.496792e-01 3.737181e-01 2.821739e-01
[41,] 8.934065e-01 4.708086e-01 3.026712e-01 2.370891e-01 1.940242e-01
[42,] 1.279053e+00 6.002492e-01 2.831789e-01 1.602496e-01 1.160656e-01
[43,] 1.831660e+00 9.103282e-01 4.003095e-01 1.691960e-01 8.229657e-02
[44,] 2.489465e+00 1.379159e+00 6.540943e-01 2.700947e-01 1.028072e-01
[45,] 3.183464e+00 1.994637e+00 1.061402e+00 4.810554e-01 1.874820e-01
[46,] 3.663677e+00 2.637889e+00 1.605516e+00 8.267156e-01 3.607685e-01
[47,] 3.557845e+00 2.990251e+00 2.117274e+00 1.263460e+00 6.357478e-01
[48,] 2.776111e+00 2.751428e+00 2.292888e+00 1.606846e+00 9.471241e-01
[49,] 1.694248e+00 1.990534e+00 1.964491e+00 1.628635e+00 1.134253e+00
[50,] 7.985887e-01 1.114848e+00 1.306868e+00 1.286218e+00 1.062841e+00

> 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  
     -3.140        2.909  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/10k6u1226601881.ps tmp/10k6u1226601881.png")
> system("convert tmp/210bc1226601881.ps tmp/210bc1226601881.png")
> system("convert tmp/3l4t11226601881.ps tmp/3l4t11226601881.png")
> system("convert tmp/47g6d1226601881.ps tmp/47g6d1226601881.png")
> system("convert tmp/53hoa1226601881.ps tmp/53hoa1226601881.png")
> system("convert tmp/6pxhn1226601881.ps tmp/6pxhn1226601881.png")
> system("convert tmp/7z82j1226601881.ps tmp/7z82j1226601881.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.967   2.005   3.306