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(2.4,2,2.1,2,1.8,2.7,2.3,1.9,2,2.3,2.8,2.4,2.3,2.7,2.7,2.9,3,2.2,2.3,2.8,2.8,2.8,2.2,2.6,2.8,2.5,2.4,2.3,1.9,1.7,2,2.1,1.7,1.8,1.8,1.8,1.3,1.3,1.3,1.2,1.4,2.2,2.9,3.1,3.5,3.6,4.4,4.1,5.1,5.8,5.9,5.4,5.5,4.8,3.2,2.7,2.1,1.9,0.6,0.7)
> y <- c(423,427,441,449,452,462,455,461,461,463,462,456,455,456,472,472,471,465,459,465,468,467,463,460,462,461,476,476,471,453,443,442,444,438,427,424,416,406,431,434,418,412,404,409,412,406,398,397,385,390,413,413,401,397,397,409,419,424,428,430)
> x <- c(114,116,153,162,161,149,139,135,130,127,122,117,112,113,149,157,157,147,137,132,125,123,117,114,111,112,144,150,149,134,123,116,117,111,105,102,95,93,124,130,124,115,106,105,105,101,95,93,84,87,116,120,117,109,105,107,109,109,108,107)
> 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/1wher1257332310.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/2p8gz1257332310.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/3on7d1257332310.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/4990o1257332310.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/51d2m1257332310.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  
    315.015        1.014  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6vyqr1257332310.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] 372.6355 374.9974 377.3592 379.7210 382.0828 384.4446 386.8064 389.1682
 [9] 391.5301 393.8919 396.2537 398.6155 400.9773 403.3391 405.7009 408.0628
[17] 410.4246 412.7864 415.1482 417.5100 419.8718 422.2336 424.5955 426.9573
[25] 429.3191 431.6809 434.0427 436.4045 438.7664 441.1282 443.4900 445.8518
[33] 448.2136 450.5754 452.9372 455.2991 457.6609 460.0227 462.3845 464.7463
[41] 467.1081 469.4699 471.8318 474.1936 476.5554 478.9172 481.2790 483.6408
[49] 486.0026 488.3645

$yords
 [1] 0.1201075 0.2478582 0.3756089 0.5033597 0.6311104 0.7588611 0.8866118
 [8] 1.0143625 1.1421132 1.2698639 1.3976147 1.5253654 1.6531161 1.7808668
[15] 1.9086175 2.0363682 2.1641189 2.2918696 2.4196204 2.5473711 2.6751218
[22] 2.8028725 2.9306232 3.0583739 3.1861246 3.3138754 3.4416261 3.5693768
[29] 3.6971275 3.8248782 3.9526289 4.0803796 4.2081304 4.3358811 4.4636318
[36] 4.5913825 4.7191332 4.8468839 4.9746346 5.1023853 5.2301361 5.3578868
[43] 5.4856375 5.6133882 5.7411389 5.8688896 5.9966403 6.1243911 6.2521418
[50] 6.3798925

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 7.444255e-13 9.517537e-12 1.001263e-10 8.667319e-10 6.173501e-09
 [2,] 5.082068e-12 6.119865e-11 6.064336e-10 4.944830e-09 3.317717e-08
 [3,] 3.138744e-11 3.559761e-10 3.322477e-09 2.551842e-08 1.612807e-07
 [4,] 1.754095e-10 1.873344e-09 1.646734e-08 1.191304e-07 7.092333e-07
 [5,] 8.873422e-10 8.921448e-09 7.384817e-08 5.031692e-07 2.821685e-06
 [6,] 4.065907e-09 3.846448e-08 2.997350e-07 1.923193e-06 1.015833e-05
 [7,] 1.689559e-08 1.502541e-07 1.101647e-06 6.654491e-06 3.310307e-05
 [8,] 6.380848e-08 5.325239e-07 3.669939e-06 2.085838e-05 9.769682e-05
 [9,] 2.198571e-07 1.716644e-06 1.109961e-05 5.929671e-05 2.613725e-04
[10,] 6.957331e-07 5.055421e-06 3.056792e-05 1.532010e-04 6.348850e-04
[11,] 2.044189e-06 1.370350e-05 7.704752e-05 3.610232e-04 1.403993e-03
[12,] 5.668691e-06 3.460738e-05 1.792779e-04 7.807583e-04 2.839665e-03
[13,] 1.515041e-05 8.287853e-05 3.903529e-04 1.565183e-03 5.292908e-03
[14,] 3.982205e-05 1.923056e-04 8.105569e-04 2.953054e-03 9.200028e-03
[15,] 1.040167e-04 4.405812e-04 1.640077e-03 5.349376e-03 1.516468e-02
[16,] 2.685618e-04 1.003802e-03 3.287815e-03 9.496711e-03 2.418313e-02
[17,] 6.733559e-04 2.254601e-03 6.550190e-03 1.673600e-02 3.797033e-02
[18,] 1.605244e-03 4.896872e-03 1.281319e-02 2.922697e-02 5.912420e-02
[19,] 3.575003e-03 1.007413e-02 2.411795e-02 4.982705e-02 9.068315e-02
[20,] 7.348204e-03 1.931166e-02 4.282933e-02 8.127402e-02 1.347528e-01
[21,] 1.383648e-02 3.412038e-02 7.070142e-02 1.245856e-01 1.904578e-01
[22,] 2.376683e-02 5.520084e-02 1.074613e-01 1.772065e-01 2.522678e-01
[23,] 3.715607e-02 8.147510e-02 1.495512e-01 2.320463e-01 3.100987e-01
[24,] 5.280871e-02 1.095017e-01 1.899956e-01 2.785496e-01 3.519254e-01
[25,] 6.819950e-02 1.338895e-01 2.200455e-01 3.059650e-01 3.680914e-01
[26,] 8.001983e-02 1.488954e-01 2.322429e-01 3.074910e-01 3.551490e-01
[27,] 8.530832e-02 1.506184e-01 2.234627e-01 2.830923e-01 3.170664e-01
[28,] 8.265462e-02 1.386538e-01 1.962303e-01 2.393654e-01 2.632021e-01
[29,] 7.281026e-02 1.162483e-01 1.575494e-01 1.866028e-01 2.044071e-01
[30,] 5.834615e-02 8.887428e-02 1.159707e-01 1.348271e-01 1.494848e-01
[31,] 4.256753e-02 6.207115e-02 7.856707e-02 9.087032e-02 1.035198e-01
[32,] 2.830754e-02 3.970720e-02 4.924128e-02 5.752708e-02 6.812478e-02
[33,] 1.718803e-02 2.335146e-02 2.873314e-02 3.443013e-02 4.265894e-02
[34,] 9.552587e-03 1.268741e-02 1.572254e-02 1.957964e-02 2.544148e-02
[35,] 4.876378e-03 6.408688e-03 8.126257e-03 1.061931e-02 1.452605e-02
[36,] 2.297292e-03 3.031847e-03 3.993938e-03 5.521884e-03 8.080109e-03
[37,] 1.004985e-03 1.354282e-03 1.880067e-03 2.791027e-03 4.556248e-03
[38,] 4.113903e-04 5.763773e-04 8.583453e-04 1.418746e-03 2.768099e-03
[39,] 1.590677e-04 2.367561e-04 3.913145e-04 7.712208e-04 1.898656e-03
[40,] 5.885330e-05 9.632126e-05 1.889316e-04 4.771135e-04 1.450568e-03
[41,] 2.132824e-05 4.099216e-05 1.040971e-04 3.370705e-04 1.163278e-03
[42,] 7.954677e-06 1.983705e-05 6.711740e-05 2.558891e-04 9.271394e-04
[43,] 3.333328e-06 1.148499e-05 4.783549e-05 1.954299e-04 7.136420e-04
[44,] 1.698605e-06 7.602484e-06 3.486914e-05 1.447620e-04 5.274009e-04
[45,] 1.029094e-06 5.262982e-06 2.481419e-05 1.031020e-04 3.782126e-04
[46,] 6.719987e-07 3.591293e-06 1.702389e-05 7.138789e-05 2.689883e-04
[47,] 4.386186e-07 2.372266e-06 1.138561e-05 4.921510e-05 1.943613e-04
[48,] 2.788255e-07 1.533267e-06 7.617341e-06 3.466776e-05 1.444877e-04
[49,] 1.742534e-07 9.966611e-07 5.238321e-06 2.524570e-05 1.095758e-04
[50,] 1.101796e-07 6.699490e-07 3.739769e-06 1.877760e-05 8.269323e-05
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.618147e-08 1.744817e-07 6.923489e-07 2.260556e-06 6.073319e-06
 [2,] 1.831655e-07 8.320800e-07 3.110335e-06 9.566993e-06 2.421469e-05
 [3,] 8.387675e-07 3.589478e-06 1.264027e-05 3.662903e-05 8.734788e-05
 [4,] 3.474640e-06 1.400823e-05 4.647462e-05 1.268880e-04 2.851147e-04
 [5,] 1.302262e-05 4.946272e-05 1.546163e-04 3.977866e-04 8.423582e-04
 [6,] 4.416601e-05 1.580540e-04 4.655683e-04 1.128891e-03 2.253537e-03
 [7,] 1.355848e-04 4.572038e-04 1.269324e-03 2.901642e-03 5.462691e-03
 [8,] 3.769510e-04 1.197905e-03 3.135412e-03 6.760300e-03 1.201061e-02
 [9,] 9.498837e-04 2.845222e-03 7.023929e-03 1.429393e-02 2.398984e-02
[10,] 2.172543e-03 6.134713e-03 1.429252e-02 2.748084e-02 4.363679e-02
[11,] 4.520417e-03 1.203452e-02 2.648187e-02 4.818118e-02 7.255109e-02
[12,] 8.589218e-03 2.155632e-02 4.484919e-02 7.737843e-02 1.108560e-01
[13,] 1.499587e-02 3.545456e-02 6.982799e-02 1.145686e-01 1.568600e-01
[14,] 2.428851e-02 5.400207e-02 1.007860e-01 1.577945e-01 2.076054e-01
[15,] 3.700509e-02 7.709187e-02 1.363836e-01 2.044622e-01 2.600372e-01
[16,] 5.397443e-02 1.047291e-01 1.753938e-01 2.524071e-01 3.119099e-01
[17,] 7.672227e-02 1.375697e-01 2.173243e-01 3.003196e-01 3.617117e-01
[18,] 1.075376e-01 1.768640e-01 2.621413e-01 3.471390e-01 4.078806e-01
[19,] 1.486803e-01 2.233971e-01 3.091012e-01 3.910853e-01 4.484712e-01
[20,] 2.006487e-01 2.758123e-01 3.556342e-01 4.295330e-01 4.820347e-01
[21,] 2.602582e-01 3.294864e-01 3.974300e-01 4.601599e-01 5.089483e-01
[22,] 3.198990e-01 3.770902e-01 4.299370e-01 4.823175e-01 5.313812e-01
[23,] 3.690313e-01 4.109017e-01 4.501619e-01 4.969726e-01 5.509991e-01
[24,] 3.976690e-01 4.256030e-01 4.572664e-01 5.047698e-01 5.658826e-01
[25,] 4.001423e-01 4.198514e-01 4.515398e-01 5.038035e-01 5.696161e-01
[26,] 3.770333e-01 3.958407e-01 4.329101e-01 4.894633e-01 5.542449e-01
[27,] 3.343088e-01 3.575874e-01 4.006642e-01 4.571894e-01 5.155879e-01
[28,] 2.804750e-01 3.094262e-01 3.548822e-01 4.063812e-01 4.571190e-01
[29,] 2.236153e-01 2.555893e-01 2.983499e-01 3.424514e-01 3.894562e-01
[30,] 1.697322e-01 2.005003e-01 2.370967e-01 2.753308e-01 3.257516e-01
[31,] 1.225447e-01 1.488025e-01 1.788054e-01 2.153987e-01 2.760910e-01
[32,] 8.398040e-02 1.046283e-01 1.300669e-01 1.695090e-01 2.442030e-01
[33,] 5.463207e-02 7.053312e-02 9.424465e-02 1.392881e-01 2.276574e-01
[34,] 3.399696e-02 4.689863e-02 7.105167e-02 1.220056e-01 2.204147e-01
[35,] 2.070626e-02 3.220661e-02 5.765358e-02 1.127953e-01 2.157844e-01
[36,] 1.290346e-02 2.393152e-02 5.031894e-02 1.067856e-01 2.085321e-01
[37,] 8.701538e-03 1.949367e-02 4.573252e-02 1.004042e-01 1.958925e-01
[38,] 6.540811e-03 1.687261e-02 4.164644e-02 9.185089e-02 1.777032e-01
[39,] 5.344675e-03 1.480869e-02 3.698294e-02 8.098471e-02 1.558408e-01
[40,] 4.497127e-03 1.272490e-02 3.161479e-02 6.882298e-02 1.331324e-01
[41,] 3.727582e-03 1.052357e-02 2.599013e-02 5.682574e-02 1.121221e-01
[42,] 2.976620e-03 8.357454e-03 2.072457e-02 4.621139e-02 9.421190e-02
[43,] 2.281272e-03 6.433113e-03 1.627996e-02 3.755495e-02 7.949090e-02
[44,] 1.694840e-03 4.884521e-03 1.281609e-02 3.076836e-02 6.716205e-02
[45,] 1.244851e-03 3.730884e-03 1.021914e-02 2.535920e-02 5.619956e-02
[46,] 9.240672e-04 2.901291e-03 8.233795e-03 2.076486e-02 4.587945e-02
[47,] 7.020730e-04 2.288901e-03 6.605162e-03 1.659664e-02 3.600699e-02
[48,] 5.429078e-04 1.799704e-03 5.168291e-03 1.272648e-02 2.684473e-02
[49,] 4.183385e-04 1.377655e-03 3.868352e-03 9.233912e-03 1.885586e-02
[50,] 3.129391e-04 1.005151e-03 2.728086e-03 6.279074e-03 1.242138e-02
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.342659e-05 2.442564e-05 3.656655e-05 4.505167e-05 0.0000456879
 [2,] 5.043479e-05 8.644663e-05 1.219442e-04 1.415869e-04 0.0001353536
 [3,] 1.714185e-04 2.768669e-04 3.680786e-04 4.028644e-04 0.0003632261
 [4,] 5.272848e-04 8.026865e-04 1.006009e-03 1.038425e-03 0.0008837570
 [5,] 1.468409e-03 2.107562e-03 2.491325e-03 2.427091e-03 0.0019526143
 [6,] 3.704283e-03 5.015332e-03 5.596006e-03 5.151747e-03 0.0039278240
 [7,] 8.472141e-03 1.082966e-02 1.141975e-02 9.954992e-03 0.0072242092
 [8,] 1.759146e-02 2.125796e-02 2.122653e-02 1.758026e-02 0.0122328731
 [9,] 3.323072e-02 3.804067e-02 3.607965e-02 2.854429e-02 0.0192774477
[10,] 5.729201e-02 6.232341e-02 5.641409e-02 4.299748e-02 0.0287205988
[11,] 9.057987e-02 9.407006e-02 8.184213e-02 6.086200e-02 0.0412894559
[12,] 1.322253e-01 1.319582e-01 1.114439e-01 8.229489e-02 0.0585390885
[13,] 1.798609e-01 1.739735e-01 1.444684e-01 1.082612e-01 0.0832117158
[14,] 2.305753e-01 2.183724e-01 1.809939e-01 1.408526e-01 0.1192249508
[15,] 2.819932e-01 2.642950e-01 2.220775e-01 1.831423e-01 0.1711726850
[16,] 3.326324e-01 3.116042e-01 2.693915e-01 2.386848e-01 0.2433852007
[17,] 3.813926e-01 3.603462e-01 3.248180e-01 3.108464e-01 0.3385820532
[18,] 4.270310e-01 4.106660e-01 3.902836e-01 4.018069e-01 0.4560648768
[19,] 4.685887e-01 4.633415e-01 4.673254e-01 5.108034e-01 0.5896517335
[20,] 5.065114e-01 5.198763e-01 5.555063e-01 6.317427e-01 0.7263538510
[21,] 5.428607e-01 5.808808e-01 6.497971e-01 7.516562e-01 0.8475336622
[22,] 5.793170e-01 6.430929e-01 7.388946e-01 8.523183e-01 0.9337990422
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[46,] 2.581756e-18 4.628832e-19 6.829235e-20 8.290702e-21 8.281642e-22
[47,] 1.510766e-19 2.551577e-20 3.546132e-21 4.055223e-22 3.815737e-23
[48,] 7.996030e-21 1.272147e-21 1.665432e-22 1.794018e-23 1.590115e-24
[49,] 3.827815e-22 5.736683e-23 7.074450e-24 7.178466e-25 5.993372e-26
[50,] 1.657366e-23 2.339753e-24 2.717957e-25 2.597887e-26 2.043136e-27

> 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  
   10.98298     -0.01913  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7ieud1257332310.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]  73.77099  75.78034  77.78969  79.79904  81.80838  83.81773  85.82708
 [8]  87.83642  89.84577  91.85512  93.86447  95.87381  97.88316  99.89251
[15] 101.90185 103.91120 105.92055 107.92990 109.93924 111.94859 113.95794
[22] 115.96728 117.97663 119.98598 121.99533 124.00467 126.01402 128.02337
[29] 130.03272 132.04206 134.05141 136.06076 138.07010 140.07945 142.08880
[36] 144.09815 146.10749 148.11684 150.12619 152.13553 154.14488 156.15423
[43] 158.16358 160.17292 162.18227 164.19162 166.20096 168.21031 170.21966
[50] 172.22901

$yords
 [1] 0.1201075 0.2478582 0.3756089 0.5033597 0.6311104 0.7588611 0.8866118
 [8] 1.0143625 1.1421132 1.2698639 1.3976147 1.5253654 1.6531161 1.7808668
[15] 1.9086175 2.0363682 2.1641189 2.2918696 2.4196204 2.5473711 2.6751218
[22] 2.8028725 2.9306232 3.0583739 3.1861246 3.3138754 3.4416261 3.5693768
[29] 3.6971275 3.8248782 3.9526289 4.0803796 4.2081304 4.3358811 4.4636318
[36] 4.5913825 4.7191332 4.8468839 4.9746346 5.1023853 5.2301361 5.3578868
[43] 5.4856375 5.6133882 5.7411389 5.8688896 5.9966403 6.1243911 6.2521418
[50] 6.3798925

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.256508e-07 7.406009e-07 3.776046e-06 1.646158e-05 6.094566e-05
 [2,] 4.411412e-07 2.437051e-06 1.179763e-05 4.923075e-05 1.752921e-04
 [3,] 1.462065e-06 7.475813e-06 3.405379e-05 1.352677e-04 4.617266e-04
 [4,] 4.620280e-06 2.156931e-05 9.138385e-05 3.427922e-04 1.116328e-03
 [5,] 1.403226e-05 5.911157e-05 2.298501e-04 8.056334e-04 2.485625e-03
 [6,] 4.109028e-05 1.552248e-04 5.470147e-04 1.768896e-03 5.121537e-03
 [7,] 1.156899e-04 3.925203e-04 1.243126e-03 3.660900e-03 9.829342e-03
 [8,] 3.107777e-04 9.551975e-04 2.715065e-03 7.208074e-03 1.771624e-02
 [9,] 7.885844e-04 2.223452e-03 5.707076e-03 1.360354e-02 3.026111e-02
[10,] 1.871654e-03 4.904880e-03 1.149782e-02 2.469072e-02 4.938825e-02
[11,] 4.121334e-03 1.015289e-02 2.202032e-02 4.300863e-02 7.740129e-02
[12,] 8.368191e-03 1.954940e-02 3.970231e-02 7.141360e-02 1.164805e-01
[13,] 1.560083e-02 3.477950e-02 6.677881e-02 1.119991e-01 1.674772e-01
[14,] 2.662799e-02 5.689172e-02 1.040122e-01 1.643674e-01 2.281637e-01
[15,] 4.153242e-02 8.528422e-02 1.492028e-01 2.239404e-01 2.918192e-01
[16,] 5.912479e-02 1.169034e-01 1.963628e-01 2.815275e-01 3.474772e-01
[17,] 7.676285e-02 1.463204e-01 2.364936e-01 3.251598e-01 3.826550e-01
[18,] 9.084900e-02 1.670728e-01 2.602159e-01 3.440275e-01 3.878922e-01
[19,] 9.798162e-02 1.739335e-01 2.613072e-01 3.328321e-01 3.609094e-01
[20,] 9.628204e-02 1.650418e-01 2.393477e-01 2.941930e-01 3.079864e-01
[21,] 8.619531e-02 1.427201e-01 1.999572e-01 2.376781e-01 2.416566e-01
[22,] 7.030194e-02 1.124937e-01 1.524735e-01 1.759945e-01 1.759941e-01
[23,] 5.225044e-02 8.088272e-02 1.063972e-01 1.204564e-01 1.220012e-01
[24,] 3.541282e-02 5.317172e-02 6.845118e-02 7.792751e-02 8.511517e-02
[25,] 2.193232e-02 3.217202e-02 4.142158e-02 5.018920e-02 6.528826e-02
[26,] 1.248694e-02 1.824406e-02 2.474487e-02 3.522098e-02 5.874125e-02
[27,] 6.645681e-03 1.014861e-02 1.597950e-02 2.917192e-02 6.011582e-02
[28,] 3.453091e-03 6.063583e-03 1.223052e-02 2.801406e-02 6.418727e-02
[29,] 1.917951e-03 4.307986e-03 1.103436e-02 2.849158e-02 6.691026e-02
[30,] 1.270405e-03 3.658498e-03 1.068550e-02 2.846529e-02 6.590366e-02
[31,] 1.017519e-03 3.372595e-03 1.021767e-02 2.690021e-02 6.051158e-02
[32,] 8.925840e-04 3.081962e-03 9.246207e-03 2.367255e-02 5.151312e-02
[33,] 7.781896e-04 2.664973e-03 7.781120e-03 1.927621e-02 4.055995e-02
[34,] 6.415890e-04 2.139732e-03 6.046962e-03 1.448190e-02 2.950122e-02
[35,] 4.903880e-04 1.583453e-03 4.325917e-03 1.002249e-02 1.981050e-02
[36,] 3.448573e-04 1.076541e-03 2.844022e-03 6.384025e-03 1.228358e-02
[37,] 2.224239e-04 6.712964e-04 1.716650e-03 3.741931e-03 7.042356e-03
[38,] 1.313684e-04 3.835729e-04 9.509870e-04 2.020087e-03 3.748095e-03
[39,] 7.099003e-05 2.007559e-04 4.838232e-04 1.007825e-03 1.871684e-03
[40,] 3.508758e-05 9.629314e-05 2.267297e-04 4.694129e-04 9.023931e-04
[41,] 1.586951e-05 4.244531e-05 9.884617e-05 2.103864e-04 4.515710e-04
[42,] 6.586029e-06 1.736956e-05 4.142015e-05 9.871014e-05 2.692098e-04
[43,] 2.535630e-06 6.842968e-06 1.840792e-05 5.736586e-05 2.146696e-04
[44,] 9.443084e-07 2.914365e-06 1.058992e-05 4.672931e-05 2.164552e-04
[45,] 3.902965e-07 1.685821e-06 8.859082e-06 4.820156e-05 2.393857e-04
[46,] 2.301299e-07 1.448520e-06 9.246897e-06 5.321166e-05 2.643235e-04
[47,] 2.021170e-07 1.510050e-06 1.004722e-05 5.740945e-05 2.789396e-04
[48,] 2.077602e-07 1.595311e-06 1.047575e-05 5.837050e-05 2.756120e-04
[49,] 2.113894e-07 1.594189e-06 1.018500e-05 5.507334e-05 2.522075e-04
[50,] 2.012720e-07 1.474334e-06 9.131685e-06 4.785277e-05 2.123963e-04
              [,6]         [,7]        [,8]        [,9]       [,10]       [,11]
 [1,] 0.0001909042 0.0005048998 0.001126265 0.002117758 0.003355774 0.004480771
 [2,] 0.0005294537 0.0013521713 0.002914873 0.005299033 0.008120299 0.010487892
 [3,] 0.0013423911 0.0033074103 0.006886790 0.012101386 0.017932418 0.022404810
 [4,] 0.0031154912 0.0073942371 0.014860135 0.025230018 0.036149090 0.043695236
 [5,] 0.0066314569 0.0151260398 0.029303295 0.048042339 0.066542111 0.077830598
 [6,] 0.0129829289 0.0283597201 0.052858665 0.083603148 0.111907970 0.126701105
 [7,] 0.0234759118 0.0488532881 0.087347687 0.133081708 0.172083545 0.188710511
 [8,] 0.0394330411 0.0776002749 0.132515041 0.194057628 0.242261159 0.257618992
 [9,] 0.0619902979 0.1142377791 0.185160339 0.259779803 0.312879769 0.323314371
[10,] 0.0919983033 0.1569114224 0.239380939 0.320310061 0.371905953 0.374878798
[11,] 0.1299986331 0.2027429375 0.288139744 0.365540284 0.408967926 0.404835418
[12,] 0.1760072691 0.2485635601 0.325478736 0.388774142 0.419384612 0.412342591
[13,] 0.2287780642 0.2912743618 0.348123337 0.388936548 0.405836837 0.403411982
[14,] 0.2846144142 0.3275009840 0.355588316 0.370209283 0.376741315 0.387987935
[15,] 0.3365192541 0.3530166975 0.349042237 0.339568399 0.342452206 0.375699211
[16,] 0.3748633966 0.3629636062 0.330141823 0.303999677 0.311651338 0.372766603
[17,] 0.3901432057 0.3534849714 0.300916472 0.269062905 0.289796094 0.381473592
[18,] 0.3769253552 0.3241515496 0.264681580 0.239175777 0.279817140 0.401743358
[19,] 0.3368530726 0.2795922753 0.226928569 0.218666952 0.283773591 0.433133833
[20,] 0.2787869033 0.2289911462 0.195087798 0.212283494 0.303842941 0.475658825
[21,] 0.2158112424 0.1834460102 0.176906774 0.224445130 0.341777040 0.528916265
[22,] 0.1607004080 0.1524826931 0.178099936 0.257452640 0.397087349 0.590225676
[23,] 0.1221058244 0.1413089021 0.200257741 0.309502982 0.465085519 0.653183860
[24,] 0.1029028098 0.1497022356 0.239786248 0.373575974 0.536168160 0.707941865
[25,] 0.1007182064 0.1725271822 0.288271673 0.438053297 0.597275314 0.743605529
[26,] 0.1097366392 0.2013964541 0.334312621 0.489299240 0.635370635 0.751863236
[27,] 0.1228162854 0.2269394165 0.366447452 0.515493080 0.641571820 0.730005604
[28,] 0.1333461565 0.2411756092 0.376321192 0.510212247 0.613981589 0.681654864
[29,] 0.1366193854 0.2394412476 0.360960056 0.474198168 0.557846129 0.614825692
[30,] 0.1306005747 0.2213203737 0.323267699 0.414571853 0.483120159 0.538555278
[31,] 0.1159793935 0.1902817129 0.270605152 0.342025152 0.400874780 0.460097366
[32,] 0.0955153417 0.1521952442 0.212159089 0.267403190 0.320347512 0.384037714
[33,] 0.0729020439 0.1133489133 0.156246058 0.199110356 0.247676280 0.313204607
[34,] 0.0515678222 0.0787374875 0.108532179 0.142051093 0.186170903 0.250089257
[35,] 0.0338311756 0.0511684817 0.071546576 0.097929302 0.137221898 0.197454973
[36,] 0.0206276582 0.0312835261 0.045238450 0.066224392 0.101008053 0.157749401
[37,] 0.0117450574 0.0181989568 0.028002938 0.045194217 0.076748780 0.131977039
[38,] 0.0063152516 0.0103225077 0.017653249 0.032600868 0.062771679 0.119046896
[39,] 0.0032940636 0.0060054006 0.012077085 0.026169076 0.056755222 0.116136008
[40,] 0.0017725331 0.0039006254 0.009560991 0.023885483 0.056221684 0.119788016
[41,] 0.0010980825 0.0030662872 0.008877111 0.024176972 0.059031815 0.126952438
[42,] 0.0008649468 0.0029172902 0.009226456 0.025930822 0.063568509 0.135312373
[43,] 0.0008472712 0.0031165660 0.010103732 0.028346794 0.068533264 0.142884329
[44,] 0.0009258289 0.0034634291 0.011142661 0.030716470 0.072602815 0.147481220
[45,] 0.0010325491 0.0038118076 0.012007091 0.032294805 0.074319798 0.146720337
[46,] 0.0011196177 0.0040343514 0.012375221 0.032374324 0.072398772 0.138759432
[47,] 0.0011503931 0.0040299054 0.012010562 0.030518324 0.066269044 0.123277272
[48,] 0.0011035559 0.0037523981 0.010855598 0.026777284 0.056449334 0.101941889
[49,] 0.0009794095 0.0032305762 0.009068932 0.021714127 0.044446404 0.077950139
[50,] 0.0007996596 0.0025582633 0.006968593 0.016198085 0.032202159 0.054870990
            [,12]       [,13]       [,14]       [,15]       [,16]       [,17]
 [1,] 0.005041908 0.004782683 0.003827910 0.002590221 0.001488498 0.000733575
 [2,] 0.011418638 0.010486070 0.008134516 0.005348762 0.003003663 0.001463646
 [3,] 0.023608411 0.021002333 0.015814337 0.010137283 0.005601232 0.002735011
 [4,] 0.044581201 0.038461785 0.028180685 0.017705244 0.009730857 0.004852962
 [5,] 0.076946414 0.064498538 0.046175991 0.028683516 0.015938522 0.008316724
 [6,] 0.121535449 0.099293070 0.069939004 0.043541088 0.025010632 0.013998387
 [7,] 0.176025767 0.140914201 0.098740375 0.062831973 0.038285647 0.023400317
 [8,] 0.234577965 0.185624990 0.131592353 0.087774591 0.058058149 0.038911260
 [9,] 0.289265743 0.229433231 0.168437079 0.120910559 0.087842513 0.063929234
[10,] 0.333114381 0.270321266 0.211263066 0.166337278 0.132215663 0.102757964
[11,] 0.363327652 0.309848864 0.264254625 0.229082656 0.196138447 0.160321194
[12,] 0.382768345 0.352905338 0.332511923 0.313676075 0.283992953 0.241859543
[13,] 0.398615900 0.405469878 0.419823455 0.422562714 0.398788952 0.352700210
[14,] 0.418907837 0.471605617 0.526715566 0.555188897 0.541816475 0.497865531
[15,] 0.449047429 0.551469386 0.649876654 0.708106756 0.712506218 0.680934744
[16,] 0.490240344 0.641375591 0.783088808 0.875643368 0.907838037 0.901612226
[17,] 0.540349660 0.735506636 0.918766491 1.050242748 1.120807802 1.152185069
[18,] 0.596041268 0.827864250 1.048942042 1.221974305 1.338349967 1.414318721
[19,] 0.654495483 0.913191967 1.165231964 1.377706195 1.540240219 1.658684393
[20,] 0.713611565 0.986619847 1.258398832 1.501328969 1.700978390 1.849662312
[21,] 0.770868429 1.042856390 1.318747270 1.576370588 1.795679693 1.955179051
[22,] 0.821970382 1.076145915 1.338220559 1.591045598 1.808615426 1.958335538
[23,] 0.860586799 1.081681952 1.313798541 1.543804054 1.740554940 1.865097790
[24,] 0.879830675 1.058027844 1.250414034 1.446171664 1.610494308 1.703277924
[25,] 0.874950232 1.009055559 1.161172826 1.320394875 1.449812446 1.512512930
[26,] 0.845709975 0.943764579 1.063800302 1.192126438 1.291187045 1.330181553
[27,] 0.796843284 0.873401610 0.974451646 1.081445589 1.157786043 1.180393406
[28,] 0.736027538 0.807045386 0.901888180 0.996736677 1.057987764 1.070776009
[29,] 0.670465506 0.748079790 0.845168355 0.934398108 0.987407478 0.996772731
[30,] 0.604185927 0.693743632 0.796168996 0.884049756 0.935875977 0.949278049
[31,] 0.537744911 0.638179371 0.745523660 0.835998621 0.894900869 0.920930858
[32,] 0.470345662 0.577205586 0.688645686 0.786894891 0.861887826 0.908609721
[33,] 0.402707890 0.511911060 0.628565686 0.740954771 0.839849348 0.912321557
[34,] 0.338572918 0.448921504 0.574259497 0.706720564 0.833715554 0.932110394
[35,] 0.283806600 0.397300591 0.535716532 0.691561723 0.845636015 0.964821842
[36,] 0.243789654 0.364077071 0.518675439 0.696991016 0.871742146 1.002293354
[37,] 0.220884422 0.351043406 0.521869580 0.717173473 0.902006414 1.032065827
[38,] 0.213546867 0.354457483 0.537974110 0.741188104 0.923335880 1.040717828
[39,] 0.217416784 0.367380947 0.557261565 0.757557516 0.924337602 1.018458121
[40,] 0.227412381 0.382855626 0.571533171 0.758377629 0.899187657 0.962580796
[41,] 0.239361049 0.395893163 0.576055947 0.740834905 0.848560923 0.877833382
[42,] 0.250277500 0.403398001 0.568869190 0.705784296 0.777496501 0.773638694
[43,] 0.257561793 0.402793943 0.548768327 0.655078502 0.692057725 0.660091130
[44,] 0.258232872 0.391037681 0.514076557 0.589964210 0.597163113 0.545157810
[45,] 0.249190138 0.365193568 0.463382572 0.511641655 0.496657772 0.434228094
[46,] 0.228527422 0.324265224 0.397571887 0.423095430 0.394742745 0.331265332
[47,] 0.196936316 0.270793749 0.321290888 0.330246172 0.296942636 0.239904358
[48,] 0.158055874 0.210816793 0.242406523 0.241138703 0.209497233 0.163434869
[49,] 0.117372489 0.151998950 0.169588838 0.163535928 0.137568548 0.103890972
[50,] 0.080286318 0.101024057 0.109474656 0.102459248 0.083585757 0.061221194
             [,18]        [,19]        [,20]        [,21]        [,22]
 [1,] 0.0003163593 0.0001239137 0.0000466734 1.826476e-05 8.649868e-06
 [2,] 0.0006381455 0.0002615818 0.0001071934 4.733682e-05 2.677113e-05
 [3,] 0.0012320313 0.0005417751 0.0002451981 1.227996e-04 8.261502e-05
 [4,] 0.0023158321 0.0011127313 0.0005577175 3.165423e-04 2.501366e-04
 [5,] 0.0042986622 0.0022700422 0.0012527391 8.043940e-04 7.315829e-04
 [6,] 0.0079289778 0.0045722693 0.0027587263 1.999659e-03 2.038745e-03
 [7,] 0.0144887224 0.0090142226 0.0059268241 4.823155e-03 5.353419e-03
 [8,] 0.0260012859 0.0172793503 0.0123858176 1.118632e-02 1.313490e-02
 [9,] 0.0454236061 0.0321076587 0.0251070596 2.471974e-02 2.993771e-02
[10,] 0.0768320257 0.0578088995 0.0491596927 5.161762e-02 6.315347e-02
[11,] 0.1256410828 0.1008593274 0.0924313210 1.011706e-01 1.230456e-01
[12,] 0.1988149147 0.1702908125 0.1657718321 1.852396e-01 2.212355e-01
[13,] 0.3047807907 0.2772646055 0.2817575376 3.158666e-01 3.670934e-01
[14,] 0.4524369862 0.4330441732 0.4513839773 5.007627e-01 5.625056e-01
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 [5,] 1.461588e-01 1.766434e-01 1.937635e-01 1.907456e-01 1.741797e-01
 [6,] 1.753108e-01 1.996764e-01 2.102659e-01 2.027148e-01 1.863274e-01
 [7,] 1.947244e-01 2.079675e-01 2.099065e-01 1.989312e-01 1.855729e-01
 [8,] 2.011632e-01 2.005073e-01 1.936695e-01 1.811673e-01 1.727705e-01
 [9,] 1.944980e-01 1.803971e-01 1.665632e-01 1.543638e-01 1.511164e-01
[10,] 1.778807e-01 1.538305e-01 1.358540e-01 1.249074e-01 1.251641e-01
[11,] 1.569696e-01 1.282069e-01 1.088297e-01 9.879258e-02 9.969055e-02
[12,] 1.384956e-01 1.101603e-01 9.098030e-02 8.031361e-02 7.873105e-02
[13,] 1.284801e-01 1.039938e-01 8.498435e-02 7.149474e-02 6.499546e-02
[14,] 1.304277e-01 1.106924e-01 9.047423e-02 7.219561e-02 5.982498e-02
[15,] 1.439732e-01 1.276559e-01 1.045000e-01 8.080222e-02 6.374204e-02
[16,] 1.646339e-01 1.494082e-01 1.226925e-01 9.537399e-02 7.736031e-02
[17,] 1.851354e-01 1.693920e-01 1.409623e-01 1.148695e-01 1.020531e-01
[18,] 1.980847e-01 1.823856e-01 1.571277e-01 1.397598e-01 1.396382e-01
[19,] 1.988846e-01 1.864478e-01 1.715473e-01 1.713716e-01 1.907371e-01
[20,] 1.874034e-01 1.832664e-01 1.861610e-01 2.099584e-01 2.523995e-01
[21,] 1.674846e-01 1.766043e-01 2.023118e-01 2.525054e-01 3.165017e-01
[22,] 1.446430e-01 1.697513e-01 2.186976e-01 2.918716e-01 3.705320e-01
[23,] 1.233594e-01 1.635691e-01 2.309420e-01 3.183808e-01 4.012215e-01
[24,] 1.054907e-01 1.563045e-01 2.333047e-01 3.234775e-01 3.996161e-01
[25,] 9.042907e-02 1.451223e-01 2.215996e-01 3.035667e-01 3.649351e-01
[26,] 7.649386e-02 1.282034e-01 1.955378e-01 2.618258e-01 3.050118e-01
[27,] 6.243991e-02 1.060344e-01 1.590996e-01 2.069526e-01 2.330773e-01
[28,] 4.819869e-02 8.123510e-02 1.188451e-01 1.496646e-01 1.627449e-01
[29,] 3.467697e-02 5.727849e-02 8.129766e-02 9.893438e-02 1.037962e-01
[30,] 2.304118e-02 3.703177e-02 5.085557e-02 5.974646e-02 6.045330e-02
[31,] 1.406339e-02 2.190661e-02 2.906703e-02 3.295029e-02 3.214746e-02
[32,] 7.860862e-03 1.184321e-02 1.517204e-02 1.659134e-02 1.560631e-02
[33,] 4.016959e-03 5.847228e-03 7.229769e-03 7.626013e-03 6.915538e-03
[34,] 1.874754e-03 2.635269e-03 3.144404e-03 3.199173e-03 2.796866e-03
[35,] 7.986554e-04 1.083843e-03 1.247972e-03 1.224731e-03 1.032255e-03
[36,] 3.104475e-04 4.067070e-04 4.519131e-04 4.278080e-04 3.476338e-04
[37,] 1.100873e-04 1.392186e-04 1.492890e-04 1.363350e-04 1.068140e-04
[38,] 3.560985e-05 4.346638e-05 4.498490e-05 3.963361e-05 2.994034e-05
[39,] 1.050883e-05 1.237667e-05 1.236289e-05 1.050913e-05 7.655272e-06
[40,] 2.831567e-06 3.213858e-06 3.098422e-06 2.541378e-06 1.785233e-06
[41,] 6.983763e-07 7.611277e-07 7.080863e-07 5.604329e-07 3.796765e-07
[42,] 1.588732e-07 1.644763e-07 1.475474e-07 1.126907e-07 7.363346e-08
[43,] 3.405786e-08 3.248344e-08 2.803427e-08 2.065973e-08 1.302084e-08
[44,] 7.257518e-09 5.891951e-09 4.858247e-09 3.453071e-09 2.099265e-09
[45,] 1.697162e-09 9.954714e-10 7.686681e-10 5.261725e-10 3.085505e-10
[46,] 4.762961e-10 1.626453e-10 1.113840e-10 7.310708e-11 4.134171e-11
[47,] 1.563362e-10 2.786455e-11 1.491836e-11 9.267609e-12 5.049437e-12
[48,] 5.394678e-11 5.569901e-12 1.894402e-12 1.074016e-12 5.622426e-13
[49,] 1.802104e-11 1.337340e-12 2.424548e-13 1.144604e-13 5.709445e-14
[50,] 5.607389e-12 3.533147e-13 3.470885e-14 1.140793e-14 5.294036e-15
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 5.213557e-02 4.329116e-02 3.760746e-02 3.462778e-02 3.153486e-02
 [2,] 7.689573e-02 6.578126e-02 5.977239e-02 5.662847e-02 5.158367e-02
 [3,] 1.051563e-01 9.340984e-02 8.858106e-02 8.553581e-02 7.734321e-02
 [4,] 1.337630e-01 1.240323e-01 1.220566e-01 1.189829e-01 1.061250e-01
 [5,] 1.587179e-01 1.538901e-01 1.558694e-01 1.520370e-01 1.330936e-01
 [6,] 1.760243e-01 1.780705e-01 1.838848e-01 1.780941e-01 1.524175e-01
 [7,] 1.826353e-01 1.916530e-01 1.998286e-01 1.909378e-01 1.592797e-01
 [8,] 1.772771e-01 1.913028e-01 1.995560e-01 1.871472e-01 1.518340e-01
 [9,] 1.609293e-01 1.766624e-01 1.828396e-01 1.676082e-01 1.320455e-01
[10,] 1.367535e-01 1.507885e-01 1.536706e-01 1.372693e-01 1.049475e-01
[11,] 1.093907e-01 1.193103e-01 1.188879e-01 1.033171e-01 7.679142e-02
[12,] 8.383398e-02 8.873433e-02 8.595111e-02 7.286777e-02 5.317828e-02
[13,] 6.438005e-02 6.484190e-02 6.111825e-02 5.142106e-02 3.809397e-02
[14,] 5.419550e-02 5.199757e-02 4.884596e-02 4.261613e-02 3.402392e-02
[15,] 5.566493e-02 5.347162e-02 5.226384e-02 4.885443e-02 4.255746e-02
[16,] 7.110245e-02 7.208188e-02 7.378213e-02 7.177638e-02 6.461778e-02
[17,] 1.029809e-01 1.101277e-01 1.147972e-01 1.117568e-01 9.980877e-02
[18,] 1.529433e-01 1.680073e-01 1.741504e-01 1.664048e-01 1.451373e-01
[19,] 2.196198e-01 2.419376e-01 2.461106e-01 2.290431e-01 1.940878e-01
[20,] 2.963647e-01 3.222588e-01 3.194891e-01 2.886389e-01 2.371759e-01
[21,] 3.707078e-01 3.941013e-01 3.793492e-01 3.321388e-01 2.644010e-01
[22,] 4.268360e-01 4.411707e-01 4.113977e-01 3.487188e-01 2.687673e-01
[23,] 4.507274e-01 4.514495e-01 4.072780e-01 3.339756e-01 2.490878e-01
[24,] 4.356360e-01 4.220092e-01 3.679813e-01 2.917414e-01 2.104606e-01
[25,] 3.849584e-01 3.602387e-01 3.034007e-01 2.324381e-01 1.621148e-01
[26,] 3.108262e-01 2.807556e-01 2.282634e-01 1.689011e-01 1.138420e-01
[27,] 2.292353e-01 1.997488e-01 1.566993e-01 1.119353e-01 7.287971e-02
[28,] 1.543872e-01 1.297247e-01 9.815120e-02 6.765572e-02 4.253351e-02
[29,] 9.493875e-02 7.689833e-02 5.609316e-02 3.729407e-02 2.262942e-02
[30,] 5.330030e-02 4.160471e-02 2.924813e-02 1.874852e-02 1.097566e-02
[31,] 2.731667e-02 2.054354e-02 1.391384e-02 8.595678e-03 4.852877e-03
[32,] 1.277905e-02 9.257438e-03 6.038696e-03 3.593955e-03 1.956039e-03
[33,] 5.456364e-03 3.806826e-03 2.390956e-03 1.370370e-03 7.187252e-04
[34,] 2.126192e-03 1.428447e-03 8.636065e-04 4.765058e-04 2.407425e-04
[35,] 7.560589e-04 4.890641e-04 2.845504e-04 1.510971e-04 7.350979e-05
[36,] 2.453138e-04 1.527699e-04 8.552303e-05 4.369108e-05 2.046149e-05
[37,] 7.262077e-05 4.353611e-05 2.344603e-05 1.152049e-05 5.191926e-06
[38,] 1.961238e-05 1.131800e-05 5.862698e-06 2.770002e-06 1.200923e-06
[39,] 4.831582e-06 2.683900e-06 1.337051e-06 6.073118e-07 2.532188e-07
[40,] 1.085671e-06 5.805085e-07 2.780997e-07 1.214106e-07 4.867087e-08
[41,] 2.224929e-07 1.145153e-07 5.275132e-08 2.213117e-08 8.527705e-09
[42,] 4.158196e-08 2.060157e-08 9.124859e-09 3.678281e-09 1.362020e-09
[43,] 7.086429e-09 3.379781e-09 1.439322e-09 5.574014e-10 1.982991e-10
[44,] 1.101153e-09 5.055893e-10 2.070178e-10 7.701290e-11 2.631734e-11
[45,] 1.560025e-10 6.896036e-11 2.714905e-11 9.701090e-12 3.183796e-12
[46,] 2.014871e-11 8.575614e-12 3.246227e-12 1.114112e-12 3.510984e-13
[47,] 2.372272e-12 9.722262e-13 3.538825e-13 1.166478e-13 3.529301e-14
[48,] 2.546002e-13 1.004802e-13 3.517031e-14 1.113404e-14 3.233875e-15
[49,] 2.490676e-14 9.466325e-15 3.186484e-15 9.688312e-16 2.701036e-16
[50,] 2.221014e-15 8.129181e-16 2.631752e-16 7.685092e-17 2.056391e-17
             [,48]        [,49]        [,50]
 [1,] 2.624901e-02 1.905281e-02 1.180667e-02
 [2,] 4.213326e-02 2.973866e-02 1.785392e-02
 [3,] 6.175209e-02 4.231543e-02 2.459706e-02
 [4,] 8.258282e-02 5.487474e-02 3.086969e-02
 [5,] 1.007201e-01 6.484226e-02 3.529003e-02
 [6,] 1.119883e-01 6.980751e-02 3.674807e-02
 [7,] 1.134908e-01 6.846915e-02 3.485971e-02
 [8,] 1.048290e-01 6.119901e-02 3.014028e-02
 [9,] 8.831016e-02 4.990885e-02 2.380326e-02
[10,] 6.804817e-02 3.731792e-02 1.731536e-02
[11,] 4.851547e-02 2.606569e-02 1.196959e-02
[12,] 3.336330e-02 1.814117e-02 8.684254e-03
[13,] 2.501782e-02 1.481552e-02 8.051246e-03
[14,] 2.496137e-02 1.689533e-02 1.048073e-02
[15,] 3.415130e-02 2.491336e-02 1.623413e-02
[16,] 5.299428e-02 3.895411e-02 2.523253e-02
[17,] 8.068047e-02 5.811870e-02 3.671866e-02
[18,] 1.142625e-01 7.999055e-02 4.902678e-02
[19,] 1.482774e-01 1.006328e-01 5.974318e-02
[20,] 1.756112e-01 1.154474e-01 6.635245e-02
[21,] 1.896200e-01 1.206994e-01 6.714062e-02
[22,] 1.866168e-01 1.149823e-01 6.189165e-02
[23,] 1.673851e-01 9.980225e-02 5.197377e-02
[24,] 1.368265e-01 7.892690e-02 3.975913e-02
[25,] 1.019306e-01 5.686970e-02 2.770682e-02
[26,] 6.920165e-02 3.733402e-02 1.758861e-02
[27,] 4.281564e-02 2.233028e-02 1.017114e-02
[28,] 2.414126e-02 1.216877e-02 5.357956e-03
[29,] 1.240471e-02 6.041729e-03 2.571100e-03
[30,] 5.808731e-03 2.732979e-03 1.123901e-03
[31,] 2.478802e-03 1.126343e-03 4.475335e-04
[32,] 9.639789e-04 4.229254e-04 1.623346e-04
[33,] 3.416313e-04 1.446823e-04 5.363944e-05
[34,] 1.103346e-04 4.509474e-05 1.614527e-05
[35,] 3.247360e-05 1.280548e-05 4.426851e-06
[36,] 8.709891e-06 3.313025e-06 1.105687e-06
[37,] 2.128929e-06 7.809370e-07 2.515712e-07
[38,] 4.742142e-07 1.677138e-07 5.214096e-08
[39,] 9.626202e-08 3.281601e-08 9.844398e-09
[40,] 1.780755e-08 5.850177e-09 1.693140e-09
[41,] 3.002085e-09 9.502122e-10 2.652723e-10
[42,] 4.612261e-10 1.406188e-10 3.786068e-11
[43,] 6.457713e-11 1.896007e-11 4.922486e-12
[44,] 8.239859e-12 2.329237e-12 5.830193e-13
[45,] 9.581629e-13 2.607161e-13 6.290518e-14
[46,] 1.015409e-13 2.658933e-14 6.183001e-15
[47,] 9.806745e-15 2.470777e-15 5.536331e-16
[48,] 8.631670e-16 2.091952e-16 4.516058e-17
[49,] 6.923949e-17 1.613861e-17 3.355950e-18
[50,] 5.061784e-18 1.134438e-18 2.271922e-19

> 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  
    4.59872     -0.01644  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1wher1257332310.ps tmp/1wher1257332310.png")
> system("convert tmp/2p8gz1257332310.ps tmp/2p8gz1257332310.png")
> system("convert tmp/3on7d1257332310.ps tmp/3on7d1257332310.png")
> system("convert tmp/4990o1257332310.ps tmp/4990o1257332310.png")
> system("convert tmp/51d2m1257332310.ps tmp/51d2m1257332310.png")
> system("convert tmp/6vyqr1257332310.ps tmp/6vyqr1257332310.png")
> system("convert tmp/7ieud1257332310.ps tmp/7ieud1257332310.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.937   1.261   3.095