R version 2.7.2 (2008-08-25)
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(22780,17351,21382,24561,17409,11514,31514,27071,29462,26105,22397,23843,21705,18089,20764,25316,17704,15548,28029,29383,36438,32034,22679,24319,18004,17537,20366,22782,19169,13807,29743,25591,29096,26482,22405,27044,17970,18730,19684,19785,18479,10698,31956,29506,34506,27165,26736,23691,18157,17328,18205,20995,17382,9367,31124,26551,30651,25859,25100,25778,20418,18688,20424,24776,19814,12738,31566,30111,30019,31934,25826,26835)
> y <- c(517,525,523,519,509,512,519,517,510,509,501,507,569,580,578,565,547,555,562,561,555,544,537,543,594,611,613,611,594,595,591,589,584,573,567,569,621,629,628,612,595,597,593,590,580,574,573,573,620,626,620,588,566,557,561,549,532,526,511,499,555,565,542,527,510,514,517,508,493,490,469,478)
> x <- c(86,92.1,106.9,112.6,101.7,92,97.4,97,105.4,102.7,98.1,104.5,87.4,89.9,109.8,111.7,98.6,96.9,95.1,97,112.7,102.9,97.4,111.4,87.4,96.8,114.1,110.3,103.9,101.6,94.6,95.9,104.7,102.8,98.1,113.9,80.9,95.7,113.2,105.9,108.8,102.3,99,100.7,115.5,100.7,109.9,114.6,85.4,100.5,114.8,116.5,112.9,102,106,105.3,118.8,106.1,109.3,117.2,92.5,104.2,112.5,122.4,113.3,100,110.7,112.8,109.8,117.3,109.1,115.9)
> par7 = 'inschr. nieuwe wagens'
> par6 = 'tot. werkloosheid'
> par5 = 'buitenl. handel'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

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


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/1vnbz1226401786.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/2p9iv1226401786.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/3c42k1226401786.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/409t01226401786.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/5vw0e1226401786.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  
   660.1146      -0.9989  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6rq711226401786.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] 444.7681 449.0224 453.2768 457.5312 461.7855 466.0399 470.2943 474.5486
 [9] 478.8030 483.0573 487.3117 491.5661 495.8204 500.0748 504.3292 508.5835
[17] 512.8379 517.0923 521.3466 525.6010 529.8554 534.1097 538.3641 542.6185
[25] 546.8728 551.1272 555.3815 559.6359 563.8903 568.1446 572.3990 576.6534
[33] 580.9077 585.1621 589.4165 593.6708 597.9252 602.1796 606.4339 610.6883
[41] 614.9427 619.1970 623.4514 627.7057 631.9601 636.2145 640.4688 644.7232
[49] 648.9776 653.2319

$yords
 [1]  5716.264  6417.743  7119.222  7820.701  8522.180  9223.659  9925.138
 [8] 10626.617 11328.096 12029.575 12731.054 13432.533 14134.012 14835.491
[15] 15536.970 16238.449 16939.928 17641.407 18342.886 19044.365 19745.844
[22] 20447.323 21148.802 21850.281 22551.760 23253.240 23954.719 24656.198
[29] 25357.677 26059.156 26760.635 27462.114 28163.593 28865.072 29566.551
[36] 30268.030 30969.509 31670.988 32372.467 33073.946 33775.425 34476.904
[43] 35178.383 35879.862 36581.341 37282.820 37984.299 38685.778 39387.257
[50] 40088.736

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.934606e-12 5.717791e-12 1.546734e-11 3.830739e-11 8.689149e-11
 [2,] 7.488427e-12 2.163596e-11 5.722267e-11 1.385803e-10 3.074202e-10
 [3,] 2.688871e-11 7.595025e-11 1.964049e-10 4.651383e-10 1.009213e-09
 [4,] 8.956558e-11 2.473427e-10 6.254342e-10 1.448568e-09 3.074286e-09
 [5,] 2.767674e-10 7.473049e-10 1.847861e-09 4.185884e-09 8.690268e-09
 [6,] 7.934219e-10 2.094787e-09 5.065604e-09 1.122390e-08 2.279648e-08
 [7,] 2.110190e-09 5.448026e-09 1.288494e-08 2.792705e-08 5.549655e-08
 [8,] 5.206941e-09 1.314657e-08 3.041174e-08 6.448379e-08 1.253858e-07
 [9,] 1.192080e-08 2.943601e-08 6.660823e-08 1.381788e-07 2.629280e-07
[10,] 2.532288e-08 6.115933e-08 1.353840e-07 2.748044e-07 5.117502e-07
[11,] 4.991610e-08 1.179231e-07 2.553845e-07 5.072621e-07 9.245857e-07
[12,] 9.131524e-08 2.110289e-07 4.471606e-07 8.692009e-07 1.550799e-06
[13,] 1.550668e-07 3.505795e-07 7.268838e-07 1.382847e-06 2.415277e-06
[14,] 2.445403e-07 5.408881e-07 1.097401e-06 2.043393e-06 3.494058e-06
[15,] 3.584219e-07 7.756070e-07 1.539864e-06 2.806416e-06 4.698124e-06
[16,] 4.890482e-07 1.035261e-06 2.011110e-06 3.587178e-06 5.878798e-06
[17,] 6.231640e-07 1.290119e-06 2.451541e-06 4.278430e-06 6.862296e-06
[18,] 7.461433e-07 1.509712e-06 2.804408e-06 4.785530e-06 7.507371e-06
[19,] 8.491658e-07 1.677000e-06 3.041120e-06 5.067337e-06 7.764859e-06
[20,] 9.368249e-07 1.801569e-06 3.181712e-06 5.164210e-06 7.710726e-06
[21,] 1.031228e-06 1.924590e-06 3.298548e-06 5.195971e-06 7.531222e-06
[22,] 1.168899e-06 2.110015e-06 3.496485e-06 5.323804e-06 7.458584e-06
[23,] 1.389123e-06 2.421754e-06 3.872739e-06 5.686522e-06 7.679259e-06
[24,] 1.716250e-06 2.893467e-06 4.470306e-06 6.335620e-06 8.252055e-06
[25,] 2.142392e-06 3.503109e-06 5.244934e-06 7.198093e-06 9.073070e-06
[26,] 2.618885e-06 4.165322e-06 6.063414e-06 8.087527e-06 9.906674e-06
[27,] 3.063036e-06 4.749347e-06 6.739612e-06 8.764676e-06 1.047402e-05
[28,] 3.380785e-06 5.119371e-06 7.097855e-06 9.026166e-06 1.056435e-05
[29,] 3.498083e-06 5.182772e-06 7.038970e-06 8.785016e-06 1.012251e-05
[30,] 3.388262e-06 4.925905e-06 6.580493e-06 8.108097e-06 9.275171e-06
[31,] 3.083109e-06 4.421225e-06 5.852884e-06 7.193930e-06 8.285004e-06
[32,] 2.662304e-06 3.802161e-06 5.053121e-06 6.300492e-06 7.452665e-06
[33,] 2.225762e-06 3.216609e-06 4.375557e-06 5.653363e-06 7.006820e-06
[34,] 1.860717e-06 2.778470e-06 3.948083e-06 5.370346e-06 7.024238e-06
[35,] 1.616520e-06 2.535595e-06 3.796834e-06 5.429079e-06 7.407537e-06
[36,] 1.495444e-06 2.463857e-06 3.849249e-06 5.685763e-06 7.925463e-06
[37,] 1.460421e-06 2.486079e-06 3.970276e-06 5.934218e-06 8.298075e-06
[38,] 1.454431e-06 2.505947e-06 4.015496e-06 5.981168e-06 8.293949e-06
[39,] 1.423054e-06 2.443191e-06 3.880777e-06 5.709608e-06 7.803225e-06
[40,] 1.332009e-06 2.257711e-06 3.531341e-06 5.108522e-06 6.861354e-06
[41,] 1.174525e-06 1.955875e-06 3.002577e-06 4.262005e-06 5.619808e-06
[42,] 9.678595e-07 1.579752e-06 2.376726e-06 3.307785e-06 4.282168e-06
[43,] 7.424226e-07 1.186507e-06 1.748512e-06 2.386090e-06 3.035687e-06
[44,] 5.291407e-07 8.277012e-07 1.194810e-06 1.599890e-06 2.004631e-06
[45,] 3.501155e-07 5.360603e-07 7.583959e-07 9.980480e-07 1.236590e-06
[46,] 2.150021e-07 3.223392e-07 4.474664e-07 5.804998e-07 7.164905e-07
[47,] 1.225419e-07 1.800502e-07 2.458033e-07 3.161386e-07 3.938224e-07
[48,] 6.484826e-08 9.353380e-08 1.261149e-07 1.624808e-07 2.088042e-07
[49,] 3.189052e-08 4.529769e-08 6.080665e-08 7.991179e-08 1.094456e-07
[50,] 1.459971e-08 2.054647e-08 2.786121e-08 3.845111e-08 5.834868e-08
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.805814e-10 3.440176e-10 6.011306e-10 9.642934e-10 1.421883e-09
 [2,] 6.249485e-10 1.164822e-09 1.991886e-09 3.127942e-09 4.517037e-09
 [3,] 2.007001e-09 3.660257e-09 6.126039e-09 9.418502e-09 1.332242e-08
 [4,] 5.981366e-09 1.067470e-08 1.748779e-08 2.632695e-08 3.648191e-08
 [5,] 1.654323e-08 2.889422e-08 4.633942e-08 6.831839e-08 9.276041e-08
 [6,] 4.246461e-08 7.259359e-08 1.139854e-07 1.645953e-07 2.190115e-07
 [7,] 1.011672e-07 1.692925e-07 2.602869e-07 3.681837e-07 4.801967e-07
 [8,] 2.237071e-07 3.664817e-07 5.518036e-07 7.647258e-07 9.778047e-07
 [9,] 4.591665e-07 7.364886e-07 1.086105e-06 1.474927e-06 1.849281e-06
[10,] 8.748594e-07 1.374064e-06 1.984923e-06 2.641761e-06 3.248742e-06
[11,] 1.547459e-06 2.380185e-06 3.368514e-06 4.394588e-06 5.302081e-06
[12,] 2.541343e-06 3.828494e-06 5.308947e-06 6.790541e-06 8.040336e-06
[13,] 3.875709e-06 5.719225e-06 7.772026e-06 9.748596e-06 1.133218e-05
[14,] 5.490651e-06 7.937324e-06 1.057186e-05 1.300704e-05 1.485063e-05
[15,] 7.230081e-06 1.023969e-05 1.336913e-05 1.613868e-05 1.810791e-05
[16,] 8.859519e-06 1.229264e-05 1.573406e-05 1.864112e-05 2.056857e-05
[17,] 1.012497e-05 1.376103e-05 1.726715e-05 2.008364e-05 2.181120e-05
[18,] 1.083826e-05 1.442216e-05 1.773641e-05 2.025671e-05 2.167575e-05
[19,] 1.095487e-05 1.425674e-05 1.717139e-05 1.925672e-05 2.032896e-05
[20,] 1.060597e-05 1.347072e-05 1.586523e-05 1.746180e-05 1.821361e-05
[21,] 1.006212e-05 1.242982e-05 1.427623e-05 1.540334e-05 1.590005e-05
[22,] 9.636480e-06 1.152831e-05 1.286689e-05 1.358633e-05 1.390255e-05
[23,] 9.564621e-06 1.104566e-05 1.194763e-05 1.233298e-05 1.253426e-05
[24,] 9.911395e-06 1.105098e-05 1.158857e-05 1.170932e-05 1.185095e-05
[25,] 1.054576e-05 1.139462e-05 1.163125e-05 1.155511e-05 1.169267e-05
[26,] 1.119641e-05 1.178857e-05 1.178862e-05 1.159442e-05 1.179473e-05
[27,] 1.156647e-05 1.194023e-05 1.178726e-05 1.157579e-05 1.191913e-05
[28,] 1.145966e-05 1.168279e-05 1.149216e-05 1.138579e-05 1.195693e-05
[29,] 1.086510e-05 1.104892e-05 1.096549e-05 1.109471e-05 1.196695e-05
[30,] 9.965767e-06 1.025966e-05 1.043945e-05 1.092084e-05 1.213952e-05
[31,] 9.068554e-06 9.635285e-06 1.021673e-05 1.112940e-05 1.269939e-05
[32,] 8.485710e-06 9.465257e-06 1.053835e-05 1.190465e-05 1.378422e-05
[33,] 8.414986e-06 9.887631e-06 1.146920e-05 1.324429e-05 1.534660e-05
[34,] 8.863362e-06 1.082304e-05 1.284535e-05 1.491941e-05 1.712359e-05
[35,] 9.641083e-06 1.198812e-05 1.430623e-05 1.652193e-05 1.869488e-05
[36,] 1.042665e-05 1.298465e-05 1.540401e-05 1.758816e-05 1.961435e-05
[37,] 1.087784e-05 1.343225e-05 1.575102e-05 1.775342e-05 1.956429e-05
[38,] 1.074675e-05 1.309427e-05 1.514824e-05 1.687516e-05 1.846705e-05
[39,] 9.955720e-06 1.194843e-05 1.364345e-05 1.507360e-05 1.650543e-05
[40,] 8.607594e-06 1.017742e-05 1.149867e-05 1.267597e-05 1.404617e-05
[41,] 6.932764e-06 8.090151e-06 9.087446e-06 1.009462e-05 1.150539e-05
[42,] 5.201583e-06 6.013071e-06 6.770869e-06 7.695467e-06 9.217653e-06
[43,] 3.641259e-06 4.197899e-06 4.803272e-06 5.709090e-06 7.359698e-06
[44,] 2.386933e-06 2.776109e-06 3.295732e-06 4.208268e-06 5.946930e-06
[45,] 1.475399e-06 1.763821e-06 2.234779e-06 3.142397e-06 4.885694e-06
[46,] 8.703891e-07 1.099441e-06 1.532258e-06 2.398886e-06 4.045728e-06
[47,] 4.995502e-07 6.894809e-07 1.078090e-06 1.860485e-06 3.319230e-06
[48,] 2.862060e-07 4.440631e-07 7.770065e-07 1.440011e-06 2.648966e-06
[49,] 1.679084e-07 2.951067e-07 5.639567e-07 1.089590e-06 2.026060e-06
[50,] 1.021379e-07 1.995321e-07 4.029495e-07 7.922571e-07 1.469866e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.931350e-09 2.425700e-09 2.836552e-09 3.128172e-09 3.331213e-09
 [2,] 6.012667e-09 7.407962e-09 8.511834e-09 9.246791e-09 9.729011e-09
 [3,] 1.738206e-08 2.101441e-08 2.373644e-08 2.542083e-08 2.646291e-08
 [4,] 4.666526e-08 5.537728e-08 6.152053e-08 6.500517e-08 6.703965e-08
 [5,] 1.163526e-07 1.355766e-07 1.482163e-07 1.546469e-07 1.582001e-07
 [6,] 2.694538e-07 3.084075e-07 3.319811e-07 3.423447e-07 3.478188e-07
 [7,] 5.796371e-07 6.519392e-07 6.914394e-07 7.053922e-07 7.126849e-07
 [8,] 1.158339e-06 1.280846e-06 1.339428e-06 1.353283e-06 1.361488e-06
 [9,] 2.150676e-06 2.339239e-06 2.413992e-06 2.418377e-06 2.426232e-06
[10,] 3.710550e-06 3.972305e-06 4.049188e-06 4.027910e-06 4.036070e-06
[11,] 5.949910e-06 6.273890e-06 6.324612e-06 6.257162e-06 6.273323e-06
[12,] 8.869659e-06 9.220273e-06 9.205145e-06 9.075029e-06 9.121913e-06
[13,] 1.229690e-05 1.261618e-05 1.249601e-05 1.230489e-05 1.242907e-05
[14,] 1.586466e-05 1.608710e-05 1.584330e-05 1.562700e-05 1.590436e-05
[15,] 1.906406e-05 1.914186e-05 1.879804e-05 1.863703e-05 1.917009e-05
[16,] 2.137050e-05 2.129974e-05 2.093436e-05 2.095103e-05 2.185573e-05
[17,] 2.240574e-05 2.224058e-05 2.198158e-05 2.232166e-05 2.370666e-05
[18,] 2.207050e-05 2.191635e-05 2.191688e-05 2.272046e-05 2.466679e-05
[19,] 2.058662e-05 2.057386e-05 2.097818e-05 2.235237e-05 2.490272e-05
[20,] 1.842675e-05 1.867697e-05 1.959159e-05 2.159648e-05 2.475848e-05
[21,] 1.616022e-05 1.676090e-05 1.824269e-05 2.089459e-05 2.465420e-05
[22,] 1.427940e-05 1.527668e-05 1.733921e-05 2.062511e-05 2.496039e-05
[23,] 1.307200e-05 1.447993e-05 1.710920e-05 2.100070e-05 2.588721e-05
[24,] 1.257851e-05 1.439419e-05 1.756145e-05 2.201979e-05 2.742622e-05
[25,] 1.263667e-05 1.485000e-05 1.851485e-05 2.348694e-05 2.936686e-05
[26,] 1.298527e-05 1.557878e-05 1.968441e-05 2.509669e-05 3.138464e-05
[27,] 1.338538e-05 1.632733e-05 2.079535e-05 2.655263e-05 3.316787e-05
[28,] 1.371646e-05 1.695441e-05 2.168508e-05 2.767668e-05 3.453202e-05
[29,] 1.401530e-05 1.747490e-05 2.235407e-05 2.846426e-05 3.547521e-05
[30,] 1.444430e-05 1.803382e-05 2.294346e-05 2.906267e-05 3.615500e-05
[31,] 1.519977e-05 1.881801e-05 2.364767e-05 2.968361e-05 3.680159e-05
[32,] 1.639503e-05 1.994126e-05 2.460046e-05 3.049110e-05 3.760952e-05
[33,] 1.796729e-05 2.135403e-05 2.578721e-05 3.151723e-05 3.865741e-05
[34,] 1.965356e-05 2.282361e-05 2.702791e-05 3.264635e-05 3.989189e-05
[35,] 2.105530e-05 2.400129e-05 2.804304e-05 3.367586e-05 4.118128e-05
[36,] 2.177193e-05 2.455229e-05 2.857436e-05 3.442368e-05 4.240838e-05
[37,] 2.154825e-05 2.429040e-05 2.850200e-05 3.482483e-05 4.354619e-05
[38,] 2.036961e-05 2.325317e-05 2.789727e-05 3.496100e-05 4.466340e-05
[39,] 1.846137e-05 2.168056e-05 2.698134e-05 3.499956e-05 4.584304e-05
[40,] 1.619523e-05 1.990808e-05 2.600857e-05 3.506959e-05 4.705234e-05
[41,] 1.394892e-05 1.822737e-05 2.513403e-05 3.514211e-05 4.804226e-05
[42,] 1.198392e-05 1.678063e-05 2.433354e-05 3.498606e-05 4.835135e-05
[43,] 1.038941e-05 1.553361e-05 2.341651e-05 3.423368e-05 4.743666e-05
[44,] 9.103609e-06 1.432972e-05 2.212276e-05 3.253002e-05 4.488222e-05
[45,] 7.987276e-06 1.298952e-05 2.025251e-05 2.969481e-05 4.058700e-05
[46,] 6.907106e-06 1.140413e-05 1.776586e-05 2.581844e-05 3.484072e-05
[47,] 5.792386e-06 9.582318e-06 1.480851e-05 2.124912e-05 2.825236e-05
[48,] 4.649213e-06 7.639624e-06 1.166041e-05 1.648375e-05 2.156868e-05
[49,] 3.538692e-06 5.745803e-06 8.639688e-06 1.201777e-05 1.546649e-05
[50,] 2.538800e-06 4.061460e-06 6.008314e-06 8.218710e-06 1.040084e-05
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 3.573277e-09 4.137217e-09 5.645979e-09 9.574263e-09 1.939097e-08
 [2,] 1.031441e-08 1.167334e-08 1.509211e-08 2.336824e-08 4.279110e-08
 [3,] 2.780926e-08 3.098147e-08 3.848873e-08 5.527352e-08 9.192051e-08
 [4,] 6.999794e-08 7.716867e-08 9.316791e-08 1.261075e-07 1.924975e-07
 [5,] 1.644416e-07 1.800881e-07 2.131092e-07 2.757995e-07 3.919462e-07
 [6,] 3.605236e-07 3.933150e-07 4.589901e-07 5.745477e-07 7.714329e-07
 [7,] 7.377234e-07 8.033727e-07 9.284598e-07 1.133895e-06 1.457331e-06
 [8,] 1.409333e-06 1.534273e-06 1.761045e-06 2.111250e-06 2.624703e-06
 [9,] 2.514784e-06 2.739967e-06 3.129369e-06 3.698513e-06 4.482521e-06
[10,] 4.194303e-06 4.577721e-06 5.208923e-06 6.086571e-06 7.232310e-06
[11,] 6.545078e-06 7.161078e-06 8.125192e-06 9.405387e-06 1.100152e-05
[12,] 9.568344e-06 1.050206e-05 1.188930e-05 1.365352e-05 1.576866e-05
[13,] 1.312764e-05 1.446406e-05 1.634648e-05 1.864498e-05 2.131161e-05
[14,] 1.694247e-05 1.875198e-05 2.116697e-05 2.400551e-05 2.721222e-05
[15,] 2.063316e-05 2.295758e-05 2.589864e-05 2.923718e-05 3.293367e-05
[16,] 2.381244e-05 2.665708e-05 3.007693e-05 3.384235e-05 3.795565e-05
[17,] 2.619678e-05 2.953286e-05 3.335934e-05 3.746783e-05 4.192212e-05
[18,] 2.769768e-05 3.147565e-05 3.563480e-05 4.001450e-05 4.474437e-05
[19,] 2.845693e-05 3.262598e-05 3.706276e-05 4.166600e-05 4.661649e-05
[20,] 2.880888e-05 3.333384e-05 3.802116e-05 4.282122e-05 4.793527e-05
[21,] 2.917828e-05 3.404581e-05 3.897843e-05 4.395409e-05 4.915689e-05
[22,] 2.994542e-05 3.515718e-05 4.033581e-05 4.545502e-05 5.064843e-05
[23,] 3.132454e-05 3.688330e-05 4.230041e-05 4.751589e-05 5.259213e-05
[24,] 3.330033e-05 3.919931e-05 4.483721e-05 5.010024e-05 5.497415e-05
[25,] 3.564829e-05 4.187134e-05 4.771466e-05 5.300185e-05 5.764878e-05
[26,] 3.803168e-05 4.456324e-05 5.061786e-05 5.595647e-05 6.043712e-05
[27,] 4.013484e-05 4.697163e-05 5.327748e-05 5.875401e-05 6.321045e-05
[28,] 4.177759e-05 4.893355e-05 5.556227e-05 6.130679e-05 6.592535e-05
[29,] 4.296642e-05 5.046837e-05 5.750610e-05 6.365574e-05 6.860613e-05
[30,] 4.386818e-05 5.174654e-05 5.926926e-05 6.592375e-05 7.129488e-05
[31,] 4.472500e-05 5.300643e-05 6.105843e-05 6.824379e-05 7.400071e-05
[32,] 4.575110e-05 5.445811e-05 6.304206e-05 7.069750e-05 7.667885e-05
[33,] 4.705727e-05 5.621567e-05 6.529956e-05 7.329532e-05 7.925664e-05
[34,] 4.863531e-05 5.828766e-05 6.782790e-05 7.601015e-05 8.169811e-05
[35,] 5.040633e-05 6.062609e-05 7.059800e-05 7.884207e-05 8.406707e-05
[36,] 5.230106e-05 6.319739e-05 7.361537e-05 8.185880e-05 8.652894e-05
[37,] 5.431514e-05 6.601492e-05 7.692163e-05 8.515262e-05 8.924901e-05
[38,] 5.648816e-05 6.908575e-05 8.050041e-05 8.869868e-05 9.220467e-05
[39,] 5.879897e-05 7.227893e-05 8.411833e-05 9.217587e-05 9.500353e-05
[40,] 6.103085e-05 7.519051e-05 8.719999e-05 9.486917e-05 9.683392e-05
[41,] 6.269895e-05 7.711077e-05 8.884973e-05 9.575911e-05 9.662839e-05
[42,] 6.311522e-05 7.716197e-05 8.806788e-05 9.381186e-05 9.340979e-05
[43,] 6.159429e-05 7.457997e-05 8.409628e-05 8.836277e-05 8.667691e-05
[44,] 5.771849e-05 6.902119e-05 7.673969e-05 7.941687e-05 7.664955e-05
[45,] 5.153633e-05 6.074659e-05 6.650588e-05 6.771959e-05 6.425631e-05
[46,] 4.359597e-05 5.059016e-05 5.449398e-05 5.456348e-05 5.087415e-05
[47,] 3.479716e-05 3.972609e-05 4.208340e-05 4.142175e-05 3.794124e-05
[48,] 2.613224e-05 2.934106e-05 3.056184e-05 2.956696e-05 2.660337e-05
[49,] 1.842856e-05 2.034728e-05 2.083804e-05 1.981447e-05 1.751257e-05
[50,] 1.218662e-05 1.323160e-05 1.332342e-05 1.245211e-05 1.081052e-05
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 4.263609e-08 9.391657e-08 1.979276e-07 3.902062e-07 7.121696e-07
 [2,] 8.659253e-08 1.795898e-07 3.622418e-07 6.902567e-07 1.224627e-06
 [3,] 1.699967e-07 3.286741e-07 6.294777e-07 1.153259e-06 1.982555e-06
 [4,] 3.249905e-07 5.810761e-07 1.047664e-06 1.833394e-06 3.040580e-06
 [5,] 6.074581e-07 1.000867e-06 1.686332e-06 2.798979e-06 4.454330e-06
 [6,] 1.109538e-06 1.688863e-06 2.649060e-06 4.145628e-06 6.296072e-06
 [7,] 1.971173e-06 2.794434e-06 4.086633e-06 6.013204e-06 8.679302e-06
 [8,] 3.382423e-06 4.517464e-06 6.200843e-06 8.595098e-06 1.177812e-05
 [9,] 5.565419e-06 7.088422e-06 9.225300e-06 1.212336e-05 1.582018e-05
[10,] 8.727785e-06 1.071818e-05 1.337388e-05 1.681772e-05 2.103703e-05
[11,] 1.299059e-05 1.552209e-05 1.876160e-05 2.280248e-05 2.757424e-05
[12,] 1.831103e-05 2.144079e-05 2.532219e-05 3.001680e-05 3.538868e-05
[13,] 2.443363e-05 2.819341e-05 3.275918e-05 3.815753e-05 4.417667e-05
[14,] 3.090322e-05 3.529536e-05 4.056273e-05 4.668889e-05 5.337222e-05
[15,] 3.715201e-05 4.214986e-05 4.810025e-05 5.492894e-05 6.222974e-05
[16,] 4.264051e-05 4.818942e-05 5.475624e-05 6.219001e-05 6.997070e-05
[17,] 4.700325e-05 5.301758e-05 6.007344e-05 6.792694e-05 7.594807e-05
[18,] 5.014297e-05 5.649791e-05 6.384545e-05 7.184396e-05 7.977610e-05
[19,] 5.223615e-05 5.875873e-05 6.613192e-05 7.392981e-05 8.138986e-05
[20,] 5.364964e-05 6.011774e-05 6.720046e-05 7.442121e-05 8.102904e-05
[21,] 5.480536e-05 6.096373e-05 6.742884e-05 7.372269e-05 7.916850e-05
[22,] 5.605019e-05 6.164740e-05 6.721245e-05 7.232175e-05 7.642972e-05
[23,] 5.758124e-05 6.242216e-05 6.691002e-05 7.072609e-05 7.349699e-05
[24,] 5.944661e-05 6.344530e-05 6.683066e-05 6.942292e-05 7.103868e-05
[25,] 6.160334e-05 6.481499e-05 6.723635e-05 6.883727e-05 6.961782e-05
[26,] 6.398913e-05 6.660223e-05 6.832549e-05 6.926570e-05 6.958268e-05
[27,] 6.656570e-05 6.884708e-05 7.018246e-05 7.078840e-05 7.095717e-05
[28,] 6.931548e-05 7.151907e-05 7.271283e-05 7.319706e-05 7.338104e-05
[29,] 7.220399e-05 7.447185e-05 7.560947e-05 7.599264e-05 7.615383e-05
[30,] 7.513958e-05 7.743254e-05 7.839192e-05 7.848813e-05 7.840298e-05
[31,] 7.796320e-05 8.005191e-05 8.052925e-05 8.000319e-05 7.933730e-05
[32,] 8.048610e-05 8.201112e-05 8.161246e-05 8.008603e-05 7.849664e-05
[33,] 8.256910e-05 8.314825e-05 8.150940e-05 7.867253e-05 7.589559e-05
[34,] 8.420954e-05 8.354671e-05 8.042946e-05 7.610790e-05 7.199613e-05
[35,] 8.558164e-05 8.352859e-05 7.885226e-05 7.300812e-05 6.751355e-05
[36,] 8.697925e-05 8.352504e-05 7.732752e-05 7.000581e-05 6.313195e-05
[37,] 8.864914e-05 8.385224e-05 7.621453e-05 6.747977e-05 5.924576e-05
[38,] 9.057083e-05 8.448305e-05 7.547281e-05 6.538467e-05 5.583433e-05
[39,] 9.229682e-05 8.493390e-05 7.461075e-05 6.326108e-05 5.251838e-05
[40,] 9.296852e-05 8.435271e-05 7.283692e-05 6.042837e-05 4.876596e-05
[41,] 9.154834e-05 8.180058e-05 6.936274e-05 5.627701e-05 4.414970e-05
[42,] 8.719221e-05 7.661598e-05 6.372627e-05 5.053074e-05 3.854036e-05
[43,] 7.959965e-05 6.869868e-05 5.599397e-05 4.336691e-05 3.216107e-05
[44,] 6.917891e-05 5.858667e-05 4.675823e-05 3.535651e-05 2.549800e-05
[45,] 5.695431e-05 4.730100e-05 3.694731e-05 2.726937e-05 1.912663e-05
[46,] 4.426642e-05 3.603977e-05 2.754421e-05 1.984064e-05 1.353696e-05
[47,] 3.240157e-05 2.585618e-05 1.933311e-05 1.359139e-05 9.022469e-06
[48,] 2.229642e-05 1.743818e-05 1.275636e-05 8.753203e-06 5.655077e-06
[49,] 1.440407e-05 1.104133e-05 7.902416e-06 5.293521e-06 3.329341e-06
[50,] 8.726029e-06 6.555883e-06 4.591110e-06 3.002809e-06 1.839208e-06
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 1.197646e-06 1.851984e-06 2.631319e-06 3.434679e-06 4.119994e-06
 [2,] 2.008893e-06 3.037189e-06 4.226224e-06 5.410307e-06 6.373182e-06
 [3,] 3.166543e-06 4.676284e-06 6.370791e-06 7.999996e-06 9.259564e-06
 [4,] 4.715715e-06 6.792086e-06 9.053472e-06 1.115131e-05 1.268887e-05
 [5,] 6.684071e-06 9.368746e-06 1.220458e-05 1.474106e-05 1.649811e-05
 [6,] 9.103083e-06 1.238252e-05 1.573982e-05 1.863252e-05 2.052043e-05
 [7,] 1.204487e-05 1.585473e-05 1.963066e-05 2.276085e-05 2.467878e-05
 [8,] 1.565593e-05 1.990197e-05 2.396953e-05 2.720741e-05 2.906071e-05
 [9,] 2.015996e-05 2.474812e-05 2.898705e-05 3.221597e-05 3.392618e-05
[10,] 2.580827e-05 3.067147e-05 3.499163e-05 3.812105e-05 3.962278e-05
[11,] 3.277881e-05 3.788857e-05 4.223596e-05 4.519820e-05 4.642505e-05
[12,] 4.105503e-05 4.641165e-05 5.075450e-05 5.348825e-05 5.435573e-05
[13,] 5.033505e-05 5.593896e-05 6.024005e-05 6.266914e-05 6.306457e-05
[14,] 6.001791e-05 6.583240e-05 7.001934e-05 7.203731e-05 7.182315e-05
[15,] 6.928615e-05 7.520550e-05 7.915122e-05 8.061934e-05 7.965121e-05
[16,] 7.726560e-05 8.310096e-05 8.662323e-05 8.738491e-05 8.554069e-05
[17,] 8.321254e-05 8.870275e-05 9.158546e-05 9.149560e-05 8.871017e-05
[18,] 8.667023e-05 9.151758e-05 9.355116e-05 9.251578e-05 8.881520e-05
[19,] 8.755221e-05 9.147720e-05 9.251052e-05 9.052897e-05 8.605672e-05
[20,] 8.614115e-05 8.894508e-05 8.893743e-05 8.613612e-05 8.116256e-05
[21,] 8.302125e-05 8.464208e-05 8.370035e-05 8.034530e-05 7.525210e-05
[22,] 7.897538e-05 7.952026e-05 7.790693e-05 7.438492e-05 6.962155e-05
[23,] 7.487007e-05 7.461084e-05 7.271390e-05 6.948047e-05 6.549853e-05
[24,] 7.153367e-05 7.085986e-05 6.912689e-05 6.663068e-05 6.380966e-05
[25,] 6.962264e-05 6.895973e-05 6.781107e-05 6.641232e-05 6.499334e-05
[26,] 6.948179e-05 6.919537e-05 6.893891e-05 6.884235e-05 6.888461e-05
[27,] 7.103151e-05 7.134431e-05 7.211453e-05 7.333251e-05 7.470235e-05
[28,] 7.373590e-05 7.468177e-05 7.641808e-05 7.877209e-05 8.116954e-05
[29,] 7.669840e-05 7.812521e-05 8.059311e-05 8.375305e-05 8.677307e-05
[30,] 7.888690e-05 8.050413e-05 8.335063e-05 8.690170e-05 9.011692e-05
[31,] 7.942828e-05 8.088029e-05 8.370541e-05 8.722413e-05 9.026508e-05
[32,] 7.786728e-05 7.880550e-05 8.122786e-05 8.434480e-05 8.695089e-05
[33,] 7.428613e-05 7.441703e-05 7.611587e-05 7.854854e-05 8.057418e-05
[34,] 6.923407e-05 6.833423e-05 6.906342e-05 7.061743e-05 7.199959e-05
[35,] 6.349608e-05 6.140447e-05 6.098947e-05 6.154281e-05 6.225607e-05
[36,] 5.779827e-05 5.440878e-05 5.274578e-05 5.223797e-05 5.226738e-05
[37,] 5.257127e-05 4.784580e-05 4.491699e-05 4.335673e-05 4.270318e-05
[38,] 4.786195e-05 4.186654e-05 3.776838e-05 3.525489e-05 3.396381e-05
[39,] 4.341356e-05 3.635807e-05 3.132300e-05 2.806108e-05 2.624922e-05
[40,] 3.885968e-05 3.111064e-05 2.549871e-05 2.178677e-05 1.964340e-05
[41,] 3.393334e-05 2.597847e-05 2.022811e-05 1.641302e-05 1.416918e-05
[42,] 2.859920e-05 2.096591e-05 1.551475e-05 1.192622e-05 9.804900e-06
[43,] 2.306479e-05 1.621922e-05 1.142195e-05 8.311186e-06 6.480753e-06
[44,] 1.768870e-05 1.195141e-05 8.023549e-06 5.527755e-06 4.076697e-06
[45,] 1.284468e-05 8.350540e-06 5.353850e-06 3.495196e-06 2.433595e-06
[46,] 8.805874e-06 5.515112e-06 3.382352e-06 2.094842e-06 1.375673e-06
[47,] 5.688302e-06 3.435560e-06 2.018422e-06 1.187529e-06 7.352585e-07
[48,] 3.457238e-06 2.015441e-06 1.135833e-06 6.357072e-07 3.711516e-07
[49,] 1.974752e-06 1.112114e-06 6.019649e-07 3.209695e-07 1.768131e-07
[50,] 1.058981e-06 5.766176e-07 3.001392e-07 1.526993e-07 7.944690e-08
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 4.544276e-06 4.613329e-06 4.317491e-06 3.734918e-06 3.000805e-06
 [2,] 6.912562e-06 6.912020e-06 6.385515e-06 5.471310e-06 4.378457e-06
 [3,] 9.885741e-06 9.750964e-06 8.913193e-06 7.592728e-06 6.088062e-06
 [4,] 1.334951e-05 1.301383e-05 1.180688e-05 1.004906e-05 8.134690e-06
 [5,] 1.712674e-05 1.654127e-05 1.495512e-05 1.279736e-05 1.055003e-05
 [6,] 2.105258e-05 2.020473e-05 1.829321e-05 1.585038e-05 1.342047e-05
 [7,] 2.506698e-05 2.398763e-05 2.186405e-05 1.931090e-05 1.689297e-05
 [8,] 2.927982e-05 2.803141e-05 2.583862e-05 2.336444e-05 2.114244e-05
 [9,] 3.396387e-05 3.260981e-05 3.047063e-05 2.821745e-05 2.630078e-05
[10,] 3.945771e-05 3.802264e-05 3.598761e-05 3.399433e-05 3.237010e-05
[11,] 4.600222e-05 4.443995e-05 4.245390e-05 4.063061e-05 3.915504e-05
[12,] 5.357166e-05 5.175624e-05 4.966045e-05 4.780748e-05 4.624562e-05
[13,] 6.177149e-05 5.951838e-05 5.709116e-05 5.495968e-05 5.306217e-05
[14,] 6.985349e-05 6.696591e-05 6.398934e-05 6.136307e-05 5.895227e-05
[15,] 7.685605e-05 7.318222e-05 6.951295e-05 6.628238e-05 6.331589e-05
[16,] 8.183208e-05 7.731676e-05 7.293853e-05 6.914246e-05 6.573155e-05
[17,] 8.409778e-05 7.881479e-05 7.385791e-05 6.968010e-05 6.605850e-05
[18,] 8.342975e-05 7.758812e-05 7.231153e-05 6.803589e-05 6.449235e-05
[19,] 8.015449e-05 7.407654e-05 6.881877e-05 6.475875e-05 6.155734e-05
[20,] 7.510670e-05 6.918175e-05 6.429396e-05 6.071768e-05 5.802930e-05
[21,] 6.947019e-05 6.409277e-05 5.987032e-05 5.693987e-05 5.479950e-05
[22,] 6.454509e-05 6.004975e-05 5.667636e-05 5.441132e-05 5.270283e-05
[23,] 6.149541e-05 5.810041e-05 5.561259e-05 5.387826e-05 5.234198e-05
[24,] 6.112303e-05 5.889130e-05 5.716530e-05 5.568306e-05 5.394291e-05
[25,] 6.369843e-05 6.252151e-05 6.128412e-05 5.966533e-05 5.728021e-05
[26,] 6.887230e-05 6.848280e-05 6.735166e-05 6.516200e-05 6.170853e-05
[27,] 7.569668e-05 7.571567e-05 7.427503e-05 7.113254e-05 6.631490e-05
[28,] 8.278243e-05 8.280303e-05 8.071021e-05 7.640193e-05 7.016209e-05
[29,] 8.859015e-05 8.828293e-05 8.537927e-05 7.995792e-05 7.254064e-05
[30,] 9.179297e-05 9.099986e-05 8.738144e-05 8.119386e-05 7.312452e-05
[31,] 9.159578e-05 9.037116e-05 8.637838e-05 7.999586e-05 7.196180e-05
[32,] 8.789091e-05 8.646448e-05 8.258065e-05 7.664467e-05 6.931670e-05
[33,] 8.119399e-05 7.986605e-05 7.655990e-05 7.160054e-05 6.546339e-05
[34,] 7.240424e-05 7.141931e-05 6.899725e-05 6.529769e-05 6.055491e-05
[35,] 6.250922e-05 6.196581e-05 6.049547e-05 5.805319e-05 5.463478e-05
[36,] 5.235825e-05 5.219222e-05 5.152184e-05 5.010937e-05 4.776206e-05
[37,] 4.256739e-05 4.260619e-05 4.245754e-05 4.174147e-05 4.014986e-05
[38,] 3.353769e-05 3.358894e-05 3.367206e-05 3.333229e-05 3.221855e-05
[39,] 2.552163e-05 2.544954e-05 2.554904e-05 2.535472e-05 2.452792e-05
[40,] 1.867657e-05 1.843589e-05 1.844410e-05 1.827305e-05 1.762960e-05
[41,] 1.308194e-05 1.270669e-05 1.260850e-05 1.242443e-05 1.192025e-05
[42,] 8.732725e-06 8.298208e-06 8.131299e-06 7.944516e-06 7.562398e-06
[43,] 5.535279e-06 5.117904e-06 4.932992e-06 4.766181e-06 4.493242e-06
[44,] 3.321956e-06 2.973609e-06 2.809370e-06 2.678279e-06 2.496957e-06
[45,] 1.883621e-06 1.624773e-06 1.499709e-06 1.407989e-06 1.296569e-06
[46,] 1.007635e-06 8.338696e-07 7.496361e-07 6.918649e-07 6.286385e-07
[47,] 5.080642e-07 4.016753e-07 3.506131e-07 3.175723e-07 2.844356e-07
[48,] 2.413321e-07 1.815318e-07 1.533689e-07 1.360988e-07 1.200461e-07
[49,] 1.079695e-07 7.696313e-08 6.272748e-08 5.443731e-08 4.724177e-08
[50,] 4.549630e-08 3.061371e-08 2.398488e-08 2.031641e-08 1.732899e-08
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.258683e-06 1.617073e-06 1.128251e-06 7.919715e-07 5.752596e-07
 [2,] 3.313176e-06 2.419255e-06 1.754101e-06 1.301042e-06 1.002499e-06
 [3,] 4.672737e-06 3.519689e-06 2.678866e-06 2.104094e-06 1.704682e-06
 [4,] 6.397482e-06 5.022429e-06 4.032111e-06 3.335683e-06 2.803805e-06
 [5,] 8.584528e-06 7.068772e-06 5.972393e-06 5.146235e-06 4.424056e-06
 [6,] 1.137427e-05 9.823856e-06 8.659232e-06 7.666228e-06 6.655161e-06
 [7,] 1.493048e-05 1.343762e-05 1.220412e-05 1.095677e-05 9.510074e-06
 [8,] 1.938937e-05 1.798581e-05 1.661439e-05 1.496490e-05 1.289598e-05
 [9,] 2.478975e-05 2.341187e-05 2.175459e-05 1.950725e-05 1.661760e-05
[10,] 3.101185e-05 2.949719e-05 2.734825e-05 2.429692e-05 2.041846e-05
[11,] 3.775310e-05 3.587757e-05 3.302475e-05 2.900613e-05 2.404419e-05
[12,] 4.455491e-05 4.210159e-05 3.839208e-05 3.333568e-05 2.729653e-05
[13,] 5.087214e-05 4.770687e-05 4.310222e-05 3.705800e-05 3.005100e-05
[14,] 5.616296e-05 5.228696e-05 4.688549e-05 4.001912e-05 3.223534e-05
[15,] 5.997749e-05 5.553627e-05 4.955510e-05 4.211502e-05 3.379394e-05
[16,] 6.203338e-05 5.728004e-05 5.100539e-05 4.327598e-05 3.467325e-05
[17,] 6.227368e-05 5.750208e-05 5.122710e-05 4.348368e-05 3.484674e-05
[18,] 6.090003e-05 5.637217e-05 5.034153e-05 4.281547e-05 3.436500e-05
[19,] 5.836851e-05 5.425688e-05 4.862819e-05 4.148227e-05 3.339309e-05
[20,] 5.533510e-05 5.168927e-05 4.651152e-05 3.982096e-05 3.219996e-05
[21,] 5.254761e-05 4.928294e-05 4.448733e-05 3.822591e-05 3.109283e-05
[22,] 5.069753e-05 4.760024e-05 4.300241e-05 3.703996e-05 3.032326e-05
[23,] 5.026209e-05 4.700971e-05 4.232945e-05 3.645163e-05 3.000974e-05
[24,] 5.137879e-05 4.758273e-05 4.249035e-05 3.644724e-05 3.011497e-05
[25,] 5.379754e-05 4.907477e-05 4.326586e-05 3.684260e-05 3.048887e-05
[26,] 5.694194e-05 5.101106e-05 4.429508e-05 3.738275e-05 3.095639e-05
[27,] 6.007711e-05 5.285405e-05 4.522597e-05 3.786330e-05 3.140585e-05
[28,] 6.253237e-05 5.418678e-05 4.584833e-05 3.821259e-05 3.183043e-05
[29,] 6.388862e-05 5.482754e-05 4.614099e-05 3.848773e-05 3.229560e-05
[30,] 6.404347e-05 5.481696e-05 4.620445e-05 3.878097e-05 3.284445e-05
[31,] 6.312478e-05 5.428488e-05 4.611378e-05 3.908532e-05 3.339216e-05
[32,] 6.130768e-05 5.327633e-05 4.577854e-05 3.920053e-05 3.367702e-05
[33,] 5.864922e-05 5.164618e-05 4.490126e-05 3.874651e-05 3.331148e-05
[34,] 5.504324e-05 4.909371e-05 4.307271e-05 3.729384e-05 3.192200e-05
[35,] 5.032052e-05 4.532351e-05 3.996118e-05 3.455180e-05 2.931292e-05
[36,] 4.442584e-05 4.024033e-05 3.549536e-05 3.051791e-05 2.557126e-05
[37,] 3.755775e-05 3.406590e-05 2.994298e-05 2.551254e-05 2.105951e-05
[38,] 3.018524e-05 2.731380e-05 2.384675e-05 2.008428e-05 1.630303e-05
[39,] 2.293339e-05 2.064010e-05 1.785535e-05 1.483736e-05 1.182894e-05
[40,] 1.640265e-05 1.464889e-05 1.253365e-05 1.026224e-05 8.028450e-06
[41,] 1.101150e-05 9.741365e-06 8.232214e-06 6.634769e-06 5.090359e-06
[42,] 6.924078e-06 6.059495e-06 5.052477e-06 4.005258e-06 3.012245e-06
[43,] 4.072157e-06 3.521645e-06 2.894850e-06 2.255848e-06 1.662485e-06
[44,] 2.237571e-06 1.910625e-06 1.547289e-06 1.184672e-06 8.552958e-07
[45,] 1.147835e-06 9.670333e-07 7.710736e-07 5.798019e-07 4.099874e-07
[46,] 5.493751e-07 4.563671e-07 3.580926e-07 2.643444e-07 1.830417e-07
[47,] 2.452053e-07 2.007240e-07 1.549144e-07 1.122288e-07 7.608501e-08
[48,] 1.020185e-07 8.224796e-08 6.240574e-08 4.435393e-08 2.943565e-08
[49,] 3.955060e-08 3.138597e-08 2.340163e-08 1.631220e-08 1.059592e-08
[50,] 1.428248e-08 1.115027e-08 8.166164e-09 5.581026e-09 3.547849e-09
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 4.354502e-07 3.368957e-07 2.579222e-07 1.897656e-07 1.315142e-07
 [2,] 7.946134e-07 6.299643e-07 4.846655e-07 3.536898e-07 2.413179e-07
 [3,] 1.393945e-06 1.117153e-06 8.558696e-07 6.163015e-07 4.128758e-07
 [4,] 2.331712e-06 1.869174e-06 1.416921e-06 1.003380e-06 6.589273e-07
 [5,] 3.697691e-06 2.942357e-06 2.197626e-06 1.527206e-06 9.822607e-07
 [6,] 5.541124e-06 4.354230e-06 3.195913e-06 2.177094e-06 1.371018e-06
 [7,] 7.839651e-06 6.064172e-06 4.368070e-06 2.915973e-06 1.798574e-06
 [8,] 1.048565e-05 7.971363e-06 5.633288e-06 3.687110e-06 2.229664e-06
 [9,] 1.330254e-05 9.936333e-06 6.894193e-06 4.430142e-06 2.631073e-06
[10,] 1.608910e-05 1.181969e-05 8.065586e-06 5.099488e-06 2.981856e-06
[11,] 1.867234e-05 1.351941e-05 9.096686e-06 5.675266e-06 3.277422e-06
[12,] 2.094122e-05 1.498637e-05 9.974287e-06 6.160402e-06 3.525159e-06
[13,] 2.284393e-05 1.621023e-05 1.070580e-05 6.566376e-06 3.734971e-06
[14,] 2.435564e-05 1.718784e-05 1.129515e-05 6.898334e-06 3.912105e-06
[15,] 2.544485e-05 1.789940e-05 1.173029e-05 7.151548e-06 4.058811e-06
[16,] 2.606787e-05 1.831275e-05 1.199370e-05 7.323797e-06 4.185684e-06
[17,] 2.620012e-05 1.841564e-05 1.209060e-05 7.436975e-06 4.326687e-06
[18,] 2.588392e-05 1.825445e-05 1.207608e-05 7.553856e-06 4.548303e-06
[19,] 2.525690e-05 1.795080e-05 1.206138e-05 7.777394e-06 4.944971e-06
[20,] 2.453529e-05 1.768009e-05 1.219100e-05 8.228753e-06 5.618486e-06
[21,] 2.395339e-05 1.761908e-05 1.259905e-05 9.010468e-06 6.645437e-06
[22,] 2.368765e-05 1.788718e-05 1.336326e-05 1.016780e-05 8.042205e-06
[23,] 2.380268e-05 1.850911e-05 1.447615e-05 1.166269e-05 9.740426e-06
[24,] 2.424504e-05 1.941508e-05 1.584477e-05 1.337160e-05 1.158568e-05
[25,] 2.488619e-05 2.047684e-05 1.731934e-05 1.511138e-05 1.336592e-05
[26,] 2.559249e-05 2.156181e-05 1.873942e-05 1.668587e-05 1.486328e-05
[27,] 2.628607e-05 2.257864e-05 1.997697e-05 1.793471e-05 1.590915e-05
[28,] 2.696281e-05 2.348935e-05 2.095482e-05 1.876135e-05 1.641754e-05
[29,] 2.765306e-05 2.427871e-05 2.163025e-05 1.912759e-05 1.638272e-05
[30,] 2.834276e-05 2.489696e-05 2.195540e-05 1.902269e-05 1.584834e-05
[31,] 2.890061e-05 2.521314e-05 2.184462e-05 1.843280e-05 1.487251e-05
[32,] 2.906306e-05 2.501766e-05 2.117875e-05 1.733683e-05 1.351236e-05
[33,] 2.850192e-05 2.408706e-05 1.985382e-05 1.573422e-05 1.183400e-05
[34,] 2.695184e-05 2.228473e-05 1.784973e-05 1.368501e-05 9.932725e-06
[35,] 2.433613e-05 1.964470e-05 1.527733e-05 1.133139e-05 7.941302e-06
[36,] 2.082516e-05 1.639130e-05 1.237276e-05 8.881356e-06 6.014419e-06
[37,] 1.679720e-05 1.288230e-05 9.438387e-06 6.559621e-06 4.295337e-06
[38,] 1.272226e-05 9.503809e-06 6.759371e-06 4.550213e-06 2.882657e-06
[39,] 9.025379e-06 6.566061e-06 4.534087e-06 2.957379e-06 1.813372e-06
[40,] 5.986813e-06 4.241502e-06 2.844197e-06 1.798003e-06 1.067371e-06
[41,] 3.708893e-06 2.558957e-06 1.666639e-06 1.021392e-06 5.871604e-07
[42,] 2.144121e-06 1.440770e-06 9.115939e-07 5.417204e-07 3.016195e-07
[43,] 1.155954e-06 7.565907e-07 4.651515e-07 2.681005e-07 1.446047e-07
[44,] 5.809023e-07 3.703902e-07 2.213237e-07 1.237591e-07 6.467745e-08
[45,] 2.719914e-07 1.689733e-07 9.816112e-08 5.326772e-08 2.697974e-08
[46,] 1.186139e-07 7.180953e-08 4.056796e-08 2.137106e-08 1.049357e-08
[47,] 4.816081e-08 2.841881e-08 1.561778e-08 7.989788e-09 3.804530e-09
[48,] 1.820077e-08 1.047010e-08 5.599039e-09 2.782701e-09 1.285474e-09
[49,] 6.400145e-09 3.589910e-09 1.868672e-09 9.025960e-10 4.046668e-10
[50,] 2.093463e-09 1.145178e-09 5.804246e-10 2.725753e-10 1.186547e-10
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 8.482885e-08 5.057946e-08 2.777065e-08 1.400842e-08 6.482825e-09
 [2,] 1.526450e-07 8.908376e-08 4.782974e-08 2.358359e-08 1.066652e-08
 [3,] 2.557910e-07 1.460333e-07 7.665960e-08 3.694893e-08 1.633496e-08
 [4,] 3.995501e-07 2.230996e-07 1.145135e-07 5.396520e-08 2.332812e-08
 [5,] 5.828033e-07 3.183182e-07 1.598116e-07 7.367113e-08 3.115841e-08
 [6,] 7.961358e-07 4.255509e-07 2.091158e-07 9.437932e-08 3.909312e-08
 [7,] 1.022887e-06 5.355949e-07 2.579103e-07 1.141168e-07 4.636568e-08
 [8,] 1.243559e-06 6.388538e-07 3.020019e-07 1.312693e-07 5.243885e-08
 [9,] 1.442009e-06 7.284782e-07 3.389200e-07 1.451336e-07 5.720123e-08
[10,] 1.610339e-06 8.023567e-07 3.685947e-07 1.561110e-07 6.102565e-08
[11,] 1.749733e-06 8.628755e-07 3.930132e-07 1.655372e-07 6.475379e-08
[12,] 1.866937e-06 9.148526e-07 4.153434e-07 1.755075e-07 6.982920e-08
[13,] 1.969219e-06 9.635611e-07 4.396429e-07 1.892958e-07 7.887876e-08
[14,] 2.062225e-06 1.015184e-06 4.722816e-07 2.128692e-07 9.695229e-08
[15,] 2.153776e-06 1.080880e-06 5.254191e-07 2.575180e-07 1.333291e-07
[16,] 2.262909e-06 1.183424e-06 6.216021e-07 3.428420e-07 2.032973e-07
[17,] 2.429659e-06 1.363250e-06 7.972280e-07 4.984524e-07 3.287072e-07
[18,] 2.719277e-06 1.679583e-06 1.101754e-06 7.620823e-07 5.356785e-07
[19,] 3.215609e-06 2.202719e-06 1.589611e-06 1.171943e-06 8.481225e-07
[20,] 4.001580e-06 2.995604e-06 2.303564e-06 1.752826e-06 1.277242e-06
[21,] 5.129388e-06 4.086996e-06 3.252105e-06 2.498853e-06 1.809817e-06
[22,] 6.588584e-06 5.444196e-06 4.388653e-06 3.359756e-06 2.400687e-06
[23,] 8.284975e-06 6.958027e-06 5.603768e-06 4.239420e-06 2.975294e-06
[24,] 1.004381e-05 8.452241e-06 6.739630e-06 5.012326e-06 3.444874e-06
[25,] 1.164345e-05 9.720940e-06 7.626969e-06 5.555500e-06 3.730663e-06
[26,] 1.287123e-05 1.058322e-05 8.132313e-06 5.784348e-06 3.787664e-06
[27,] 1.357944e-05 1.093266e-05 8.195527e-06 5.676797e-06 3.617413e-06
[28,] 1.371633e-05 1.075945e-05 7.840879e-06 5.274997e-06 3.264148e-06
[29,] 1.331970e-05 1.013717e-05 7.158425e-06 4.665299e-06 2.797190e-06
[30,] 1.248207e-05 9.185107e-06 6.267800e-06 3.947860e-06 2.288677e-06
[31,] 1.131110e-05 8.028314e-06 5.283345e-06 3.210352e-06 1.796423e-06
[32,] 9.906650e-06 6.773630e-06 4.294348e-06 2.514759e-06 1.356848e-06
[33,] 8.360096e-06 5.505605e-06 3.362243e-06 1.897262e-06 9.868351e-07
[34,] 6.764255e-06 4.293161e-06 2.527157e-06 1.374981e-06 6.898072e-07
[35,] 5.217835e-06 3.194820e-06 1.814644e-06 9.529805e-07 4.616129e-07
[36,] 3.816366e-06 2.256662e-06 1.238214e-06 6.283946e-07 2.942523e-07
[37,] 2.634325e-06 1.505719e-06 7.988936e-07 3.922254e-07 1.777526e-07
[38,] 1.709825e-06 9.453227e-07 4.853612e-07 2.307182e-07 1.012877e-07
[39,] 1.040678e-06 5.567885e-07 2.767735e-07 1.274531e-07 5.423733e-08
[40,] 5.928295e-07 3.070112e-07 1.477904e-07 6.594902e-08 2.721384e-08
[41,] 3.156631e-07 1.582491e-07 7.377714e-08 3.190486e-08 1.276822e-08
[42,] 1.569715e-07 7.617892e-08 3.439393e-08 1.441317e-08 5.593773e-09
[43,] 7.285730e-08 3.422708e-08 1.496341e-08 6.075421e-09 2.286210e-09
[44,] 3.155113e-08 1.434764e-08 6.072823e-09 2.388392e-09 8.712143e-10
[45,] 1.274471e-08 5.610001e-09 2.298597e-09 8.754688e-10 3.094604e-10
[46,] 4.800948e-09 2.045731e-09 8.113247e-10 2.991822e-10 1.024483e-10
[47,] 1.686256e-09 6.956362e-10 2.670279e-10 9.531883e-11 3.160962e-11
[48,] 5.521238e-10 2.205525e-10 8.194598e-11 2.831230e-11 9.090152e-12
[49,] 1.684913e-10 6.518982e-11 2.344683e-11 7.840326e-12 2.436662e-12
[50,] 4.791222e-11 1.796034e-11 6.254457e-12 2.024208e-12 6.088686e-13

> 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  
   46174.20       -41.12  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/732z01226401786.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]  75.18896  76.26901  77.34905  78.42909  79.50913  80.58917  81.66922
 [8]  82.74926  83.82930  84.90934  85.98939  87.06943  88.14947  89.22951
[15]  90.30956  91.38960  92.46964  93.54968  94.62972  95.70977  96.78981
[22]  97.86985  98.94989 100.02994 101.10998 102.19002 103.27006 104.35011
[29] 105.43015 106.51019 107.59023 108.67028 109.75032 110.83036 111.91040
[36] 112.99044 114.07049 115.15053 116.23057 117.31061 118.39066 119.47070
[43] 120.55074 121.63078 122.71083 123.79087 124.87091 125.95095 127.03099
[50] 128.11104

$yords
 [1]  5716.264  6417.743  7119.222  7820.701  8522.180  9223.659  9925.138
 [8] 10626.617 11328.096 12029.575 12731.054 13432.533 14134.012 14835.491
[15] 15536.970 16238.449 16939.928 17641.407 18342.886 19044.365 19745.844
[22] 20447.323 21148.802 21850.281 22551.760 23253.240 23954.719 24656.198
[29] 25357.677 26059.156 26760.635 27462.114 28163.593 28865.072 29566.551
[36] 30268.030 30969.509 31670.988 32372.467 33073.946 33775.425 34476.904
[43] 35178.383 35879.862 36581.341 37282.820 37984.299 38685.778 39387.257
[50] 40088.736

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.812652e-09 2.978761e-09 5.751897e-09 1.350641e-08 3.524373e-08
 [2,] 5.054008e-09 7.492560e-09 1.174420e-08 2.167880e-08 4.822964e-08
 [3,] 1.356962e-08 1.955096e-08 2.755593e-08 4.146622e-08 7.365952e-08
 [4,] 3.397023e-08 4.922293e-08 6.712416e-08 9.041901e-08 1.316583e-07
 [5,] 7.833361e-08 1.157378e-07 1.582200e-07 2.049659e-07 2.657128e-07
 [6,] 1.656467e-07 2.509284e-07 3.491056e-07 4.513772e-07 5.583861e-07
 [7,] 3.207008e-07 4.992131e-07 7.113068e-07 9.334554e-07 1.145763e-06
 [8,] 5.681744e-07 9.097037e-07 1.331134e-06 1.786285e-06 2.217184e-06
 [9,] 9.212245e-07 1.517636e-06 2.283311e-06 3.143872e-06 3.981703e-06
[10,] 1.367870e-06 2.318464e-06 3.588138e-06 5.077202e-06 6.589715e-06
[11,] 1.863204e-06 3.247072e-06 5.168669e-06 7.520599e-06 1.002419e-05
[12,] 2.337215e-06 4.180481e-06 6.837852e-06 1.022886e-05 1.401339e-05
[13,] 2.723319e-06 4.977627e-06 8.344175e-06 1.281510e-05 1.803988e-05
[14,] 3.002014e-06 5.552271e-06 9.479811e-06 1.489126e-05 2.149664e-05
[15,] 3.242778e-06 5.952911e-06 1.021678e-05 1.627492e-05 2.396566e-05
[16,] 3.622052e-06 6.410204e-06 1.080727e-05 1.717053e-05 2.550359e-05
[17,] 4.398960e-06 7.316877e-06 1.178481e-05 1.822011e-05 2.677819e-05
[18,] 5.841701e-06 9.125173e-06 1.383533e-05 2.036188e-05 2.894393e-05
[19,] 8.114655e-06 1.217530e-05 1.755447e-05 2.451120e-05 3.325614e-05
[20,] 1.115829e-05 1.650031e-05 2.315551e-05 3.115337e-05 4.053916e-05
[21,] 1.461553e-05 2.168374e-05 3.023215e-05 3.998861e-05 5.069725e-05
[22,] 1.786216e-05 2.685847e-05 3.769891e-05 4.978952e-05 6.247195e-05
[23,] 2.016616e-05 3.090148e-05 4.399998e-05 5.859721e-05 7.360292e-05
[24,] 2.093369e-05 3.278975e-05 4.757174e-05 6.426753e-05 8.142502e-05
[25,] 1.993498e-05 3.197712e-05 4.739737e-05 6.520093e-05 8.374037e-05
[26,] 1.739500e-05 2.860842e-05 4.339881e-05 6.094423e-05 7.962153e-05
[27,] 1.389904e-05 2.345619e-05 3.646249e-05 5.236478e-05 6.976778e-05
[28,] 1.016533e-05 1.761400e-05 2.808321e-05 4.130148e-05 5.622740e-05
[29,] 6.803276e-06 1.210925e-05 1.981577e-05 2.987571e-05 4.162523e-05
[30,] 4.165789e-06 7.619342e-06 1.280453e-05 1.980823e-05 2.828395e-05
[31,] 2.333499e-06 4.387162e-06 7.575304e-06 1.203408e-05 1.763389e-05
[32,] 1.195698e-06 2.311437e-06 4.102871e-06 6.699017e-06 1.008916e-05
[33,] 5.604495e-07 1.114361e-06 2.034621e-06 3.418234e-06 5.302236e-06
[34,] 2.403173e-07 4.916974e-07 9.242296e-07 1.600355e-06 2.564986e-06
[35,] 9.428761e-08 1.986516e-07 3.849447e-07 6.888780e-07 1.146930e-06
[36,] 3.386319e-08 7.355297e-08 1.472858e-07 2.736874e-07 4.775950e-07
[37,] 1.114186e-08 2.500147e-08 5.195081e-08 1.010521e-07 1.875242e-07
[38,] 3.363631e-09 7.826356e-09 1.699878e-08 3.507836e-08 7.072604e-08
[39,] 9.343317e-10 2.269031e-09 5.215096e-09 1.165176e-08 2.621642e-08
[40,] 2.400138e-10 6.152166e-10 1.525216e-09 3.788448e-09 9.745679e-09
[41,] 5.752222e-11 1.584315e-10 4.347914e-10 1.232113e-09 3.659893e-09
[42,] 1.304702e-11 3.959424e-11 1.235976e-10 4.049804e-10 1.374676e-09
[43,] 2.859029e-12 9.832043e-12 3.550394e-11 1.335606e-10 5.056620e-10
[44,] 6.199946e-13 2.465224e-12 1.026379e-11 4.331783e-11 1.781902e-10
[45,] 1.355551e-13 6.237192e-13 2.930888e-12 1.350746e-11 5.913760e-11
[46,] 2.997123e-14 1.565856e-13 8.078632e-13 3.976443e-12 1.827851e-11
[47,] 6.605378e-15 3.811140e-14 2.108168e-13 1.091790e-12 5.226480e-12
[48,] 1.417983e-15 8.809705e-15 5.139583e-14 2.775285e-13 1.377237e-12
[49,] 2.901276e-16 1.906212e-15 1.161110e-14 6.503774e-14 3.337370e-13
[50,] 5.569077e-17 3.826245e-16 2.419381e-15 1.401780e-14 7.427848e-14
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 9.208867e-08 2.277299e-07 5.211278e-07 1.094637e-06 2.104514e-06
 [2,] 1.179568e-07 2.873805e-07 6.618057e-07 1.410630e-06 2.761780e-06
 [3,] 1.558159e-07 3.573955e-07 8.111681e-07 1.737161e-06 3.443836e-06
 [4,] 2.266401e-07 4.573086e-07 9.841185e-07 2.079042e-06 4.135078e-06
 [5,] 3.778127e-07 6.344105e-07 1.223816e-06 2.471058e-06 4.855426e-06
 [6,] 7.029041e-07 9.855952e-07 1.622626e-06 2.995033e-06 5.672145e-06
 [7,] 1.363451e-06 1.684979e-06 2.351744e-06 3.805745e-06 6.715574e-06
 [8,] 2.598076e-06 3.003811e-06 3.689987e-06 5.162956e-06 8.205520e-06
 [9,] 4.694742e-06 5.295403e-06 6.025486e-06 7.449124e-06 1.047886e-05
[10,] 7.904466e-06 8.913794e-06 9.792647e-06 1.113422e-05 1.398514e-05
[11,] 1.230165e-05 1.405739e-05 1.532051e-05 1.665128e-05 1.920654e-05
[12,] 1.764481e-05 2.058293e-05 2.261996e-05 2.418713e-05 2.648398e-05
[13,] 2.333389e-05 2.789659e-05 3.121096e-05 3.346770e-05 3.579606e-05
[14,] 2.855181e-05 3.504455e-05 4.013340e-05 4.368086e-05 4.661090e-05
[15,] 3.259405e-05 4.105023e-05 4.823599e-05 5.366676e-05 5.795167e-05
[16,] 3.526435e-05 4.539546e-05 5.468577e-05 6.237860e-05 6.873519e-05
[17,] 3.713002e-05 4.840787e-05 5.946520e-05 6.942661e-05 7.827307e-05
[18,] 3.945831e-05 5.130499e-05 6.355454e-05 7.539280e-05 8.666644e-05
[19,] 4.379467e-05 5.579109e-05 6.861553e-05 8.166151e-05 9.480873e-05
[20,] 5.131445e-05 6.332746e-05 7.624771e-05 8.975403e-05 1.038917e-04
[21,] 6.219271e-05 7.437033e-05 8.713046e-05 1.004471e-04 1.146051e-04
[22,] 7.525210e-05 8.790532e-05 1.004477e-04 1.131101e-04 1.264436e-04
[23,] 8.807583e-05 1.015058e-04 1.138814e-04 1.256179e-04 1.375292e-04
[24,] 9.762676e-05 1.119563e-04 1.242248e-04 1.349272e-04 1.451070e-04
[25,] 1.012122e-04 1.162651e-04 1.284137e-04 1.381018e-04 1.465259e-04
[26,] 9.743984e-05 1.127049e-04 1.245925e-04 1.333699e-04 1.402638e-04
[27,] 8.674338e-05 1.014507e-04 1.127906e-04 1.207821e-04 1.265457e-04
[28,] 7.121692e-05 8.452119e-05 9.492252e-05 1.022104e-04 1.073019e-04
[29,] 5.383275e-05 6.504279e-05 7.411260e-05 8.070529e-05 8.551945e-05
[30,] 3.742895e-05 4.618820e-05 5.365434e-05 5.950669e-05 6.429225e-05
[31,] 2.393084e-05 3.027208e-05 3.606605e-05 4.113080e-05 4.597083e-05
[32,] 1.407959e-05 1.834537e-05 2.260423e-05 2.687430e-05 3.171496e-05
[33,] 7.638469e-06 1.032481e-05 1.332095e-05 1.683758e-05 2.153572e-05
[34,] 3.837928e-06 5.441462e-06 7.486627e-06 1.031967e-05 1.469005e-05
[35,] 1.800203e-06 2.722853e-06 4.093782e-06 6.318475e-06 1.017794e-05
[36,] 7.987641e-07 1.319452e-06 2.225978e-06 3.913623e-06 7.122577e-06
[37,] 3.417873e-07 6.332510e-07 1.221226e-06 2.443419e-06 4.937797e-06
[38,] 1.442938e-07 3.060370e-07 6.752164e-07 1.510455e-06 3.312886e-06
[39,] 6.122445e-08 1.491569e-07 3.701667e-07 9.037421e-07 2.109347e-06
[40,] 2.622270e-08 7.225946e-08 1.967606e-07 5.132355e-07 1.257443e-06
[41,] 1.119733e-08 3.403503e-08 9.940169e-08 2.728889e-07 6.959824e-07
[42,] 4.664523e-09 1.526821e-08 4.705266e-08 1.346972e-07 3.559269e-07
[43,] 1.855641e-09 6.426191e-09 2.068377e-08 6.141546e-08 1.677138e-07
[44,] 6.937961e-10 2.513482e-09 8.399579e-09 2.579400e-08 7.269966e-08
[45,] 2.412931e-10 9.084741e-10 3.141797e-09 9.962904e-09 2.896315e-08
[46,] 7.758503e-11 3.024658e-10 1.080593e-09 3.535686e-09 1.059877e-08
[47,] 2.298375e-11 9.259460e-11 3.414193e-10 1.152212e-09 3.561160e-09
[48,] 6.260686e-12 2.603693e-11 9.903702e-11 3.446626e-10 1.098316e-09
[49,] 1.566367e-12 6.720720e-12 2.636446e-11 9.460949e-11 3.108601e-10
[50,] 3.597018e-13 1.591784e-12 6.439119e-12 2.382627e-11 8.072821e-11
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.699368e-06 5.943127e-06 8.724769e-06 1.170482e-05 1.435338e-05
 [2,] 4.952968e-06 8.128336e-06 1.220237e-05 1.675663e-05 2.105456e-05
 [3,] 6.275871e-06 1.048665e-05 1.605272e-05 2.250783e-05 2.891407e-05
 [4,] 7.614003e-06 1.289918e-05 2.006262e-05 2.863077e-05 3.749616e-05
 [5,] 8.959679e-06 1.530735e-05 2.408793e-05 3.485684e-05 4.638109e-05
 [6,] 1.036063e-05 1.772766e-05 2.808955e-05 4.105270e-05 5.529631e-05
 [7,] 1.192034e-05 2.023574e-05 3.210795e-05 4.720219e-05 6.413014e-05
 [8,] 1.380787e-05 2.294873e-05 3.621135e-05 5.332280e-05 7.283290e-05
 [9,] 1.628438e-05 2.603603e-05 4.047446e-05 5.939944e-05 8.130378e-05
[10,] 1.972525e-05 2.975738e-05 4.501661e-05 6.540326e-05 8.937258e-05
[11,] 2.459298e-05 3.448836e-05 5.007178e-05 7.139106e-05 9.690746e-05
[12,] 3.132357e-05 4.068099e-05 5.602695e-05 7.761576e-05 1.039822e-04
[13,] 4.013746e-05 4.873729e-05 6.337634e-05 8.456704e-05 1.109975e-04
[14,] 5.085603e-05 5.883210e-05 7.258559e-05 9.289878e-05 1.186788e-04
[15,] 6.284860e-05 7.077446e-05 8.391255e-05 1.032511e-04 1.279290e-04
[16,] 7.520318e-05 8.400536e-05 9.726326e-05 1.160163e-04 1.395578e-04
[17,] 8.709492e-05 9.777282e-05 1.121597e-04 1.311309e-04 1.539592e-04
[18,] 9.817267e-05 1.114140e-04 1.278463e-04 1.479838e-04 1.708507e-04
[19,] 1.087067e-04 1.245716e-04 1.434766e-04 1.654912e-04 1.892025e-04
[20,] 1.193259e-04 1.371614e-04 1.582467e-04 1.822929e-04 2.073996e-04
[21,] 1.304119e-04 1.490432e-04 1.713565e-04 1.969424e-04 2.235498e-04
[22,] 1.414705e-04 1.595667e-04 1.818165e-04 2.079895e-04 2.357775e-04
[23,] 1.508858e-04 1.673264e-04 1.882948e-04 2.139957e-04 2.424154e-04
[24,] 1.562919e-04 1.703950e-04 1.892562e-04 2.136541e-04 2.421669e-04
[25,] 1.554464e-04 1.670310e-04 1.834778e-04 2.061498e-04 2.343822e-04
[26,] 1.471928e-04 1.565240e-04 1.707320e-04 1.916733e-04 2.194528e-04
[27,] 1.320330e-04 1.397141e-04 1.522278e-04 1.717741e-04 1.991099e-04
[28,] 1.120440e-04 1.188819e-04 1.304879e-04 1.492293e-04 1.763138e-04
[29,] 9.020112e-05 9.705130e-05 1.086480e-04 1.273551e-04 1.545967e-04
[30,] 6.944004e-05 7.704126e-05 8.948990e-05 1.090131e-04 1.370366e-04
[31,] 5.185792e-05 6.068480e-05 7.463903e-05 9.574514e-05 1.252804e-04
[32,] 3.833536e-05 4.850155e-05 6.424222e-05 8.739371e-05 1.190310e-04
[33,] 2.863933e-05 3.987468e-05 5.719887e-05 8.233976e-05 1.162145e-04
[34,] 2.186142e-05 3.357322e-05 5.178911e-05 7.823134e-05 1.137732e-04
[35,] 1.694175e-05 2.835397e-05 4.641020e-05 7.290099e-05 1.087844e-04
[36,] 1.305614e-05 2.339660e-05 4.012723e-05 6.511289e-05 9.948094e-05
[37,] 9.762931e-06 1.844444e-05 3.285553e-05 5.486624e-05 8.577525e-05
[38,] 6.940343e-06 1.367654e-05 2.517244e-05 4.318582e-05 6.910564e-05
[39,] 4.625156e-06 9.446399e-06 1.791693e-05 3.156268e-05 5.173389e-05
[40,] 2.864549e-06 6.042893e-06 1.179725e-05 2.134198e-05 3.586295e-05
[41,] 1.640475e-06 3.568347e-06 7.167752e-06 1.332169e-05 2.297074e-05
[42,] 8.661706e-07 1.941275e-06 4.012388e-06 7.665390e-06 1.357508e-05
[43,] 4.209476e-07 9.718398e-07 2.067361e-06 4.062142e-06 7.394958e-06
[44,] 1.881088e-07 4.473701e-07 9.798046e-07 1.981280e-06 3.710918e-06
[45,] 7.724558e-08 1.892717e-07 4.269471e-07 8.890332e-07 1.714785e-06
[46,] 2.913641e-08 7.356896e-08 1.709931e-07 3.669019e-07 7.295326e-07
[47,] 1.009165e-08 2.626506e-08 6.293015e-08 1.392471e-07 2.857652e-07
[48,] 3.208846e-09 8.611011e-09 2.127965e-08 4.860072e-08 1.030966e-07
[49,] 9.365194e-10 2.592219e-09 6.611503e-09 1.560365e-08 3.427987e-08
[50,] 2.508491e-10 7.165087e-10 1.887728e-09 4.610645e-09 1.051659e-08
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 1.609707e-05 1.652507e-05 1.555277e-05 1.345228e-05 1.073316e-05
 [2,] 2.422099e-05 2.553942e-05 2.472922e-05 2.205278e-05 1.819236e-05
 [3,] 3.405606e-05 3.682790e-05 3.664625e-05 3.367189e-05 2.871635e-05
 [4,] 4.510436e-05 4.991508e-05 5.095493e-05 4.817938e-05 4.244439e-05
 [5,] 5.680175e-05 6.414751e-05 6.701328e-05 6.506753e-05 5.911176e-05
 [6,] 6.870375e-05 7.891114e-05 8.409094e-05 8.359110e-05 7.808421e-05
 [7,] 8.055314e-05 9.375982e-05 1.015393e-04 1.029336e-04 9.846307e-05
 [8,] 9.219578e-05 1.083788e-04 1.188226e-04 1.222984e-04 1.191969e-04
 [9,] 1.034368e-04 1.224470e-04 1.354328e-04 1.409123e-04 1.391808e-04
[10,] 1.139792e-04 1.355488e-04 1.508179e-04 1.580291e-04 1.573852e-04
[11,] 1.235183e-04 1.472439e-04 1.644407e-04 1.730233e-04 1.730497e-04
[12,] 1.319403e-04 1.572688e-04 1.759640e-04 1.855664e-04 1.858954e-04
[13,] 1.395054e-04 1.657465e-04 1.854462e-04 1.957789e-04 1.962343e-04
[14,] 1.469076e-04 1.732830e-04 1.934274e-04 2.042496e-04 2.048810e-04
[15,] 1.551698e-04 1.808939e-04 2.008525e-04 2.118956e-04 2.128810e-04
[16,] 1.653786e-04 1.897659e-04 2.088501e-04 2.197150e-04 2.211656e-04
[17,] 1.783154e-04 2.008985e-04 2.184170e-04 2.285074e-04 2.302562e-04
[18,] 1.940955e-04 2.147262e-04 2.300932e-04 2.386407e-04 2.401152e-04
[19,] 2.119745e-04 2.308699e-04 2.437518e-04 2.499584e-04 2.502121e-04
[20,] 2.304263e-04 2.481500e-04 2.586149e-04 2.618982e-04 2.598286e-04
[21,] 2.474620e-04 2.648552e-04 2.734927e-04 2.737807e-04 2.685071e-04
[22,] 2.610163e-04 2.791130e-04 2.870857e-04 2.850780e-04 2.763891e-04
[23,] 2.692447e-04 2.891742e-04 2.981555e-04 2.954419e-04 2.841643e-04
[24,] 2.707258e-04 2.935737e-04 3.055252e-04 3.044538e-04 2.925665e-04
[25,] 2.646999e-04 2.913077e-04 3.080928e-04 3.113432e-04 3.017093e-04
[26,] 2.514192e-04 2.821696e-04 3.050941e-04 3.150362e-04 3.107611e-04
[27,] 2.324690e-04 2.671738e-04 2.966353e-04 3.146936e-04 3.182975e-04
[28,] 2.107559e-04 2.487526e-04 2.841851e-04 3.104815e-04 3.232031e-04
[29,] 1.899412e-04 2.304006e-04 2.705760e-04 3.040286e-04 3.255579e-04
[30,] 1.734015e-04 2.157055e-04 2.592660e-04 2.981074e-04 3.268619e-04
[31,] 1.631019e-04 2.070830e-04 2.530416e-04 2.955084e-04 3.293173e-04
[32,] 1.588599e-04 2.047494e-04 2.527055e-04 2.975704e-04 3.344431e-04
[33,] 1.583399e-04 2.064210e-04 2.563845e-04 3.030937e-04 3.417316e-04
[34,] 1.578289e-04 2.079474e-04 2.598668e-04 3.082528e-04 3.481087e-04
[35,] 1.535384e-04 2.047149e-04 2.579570e-04 3.077076e-04 3.486249e-04
[36,] 1.429465e-04 1.933064e-04 2.463678e-04 2.965485e-04 3.382145e-04
[37,] 1.256441e-04 1.727434e-04 2.233682e-04 2.722660e-04 3.137897e-04
[38,] 1.033448e-04 1.447782e-04 1.904588e-04 2.358458e-04 2.756915e-04
[39,] 7.910138e-05 1.131388e-04 1.517832e-04 1.914827e-04 2.277885e-04
[40,] 5.614176e-05 8.212730e-05 1.125981e-04 1.450835e-04 1.761895e-04
[41,] 3.686382e-05 5.524252e-05 7.755361e-05 1.023115e-04 1.272279e-04
[42,] 2.236032e-05 3.437895e-05 4.951697e-05 6.705031e-05 8.566042e-05
[43,] 1.251693e-05 1.977588e-05 2.928422e-05 4.081444e-05 5.377044e-05
[44,] 6.462541e-06 1.051003e-05 1.603847e-05 2.308329e-05 3.150074e-05
[45,] 3.076641e-06 5.160456e-06 8.138254e-06 1.214363e-05 1.725893e-05
[46,] 1.350629e-06 2.341964e-06 3.830117e-06 5.954338e-06 8.870231e-06
[47,] 5.469560e-07 9.833367e-07 1.674927e-06 2.728913e-06 4.292392e-06
[48,] 2.044952e-07 3.826011e-07 6.823576e-07 1.173188e-06 1.963406e-06
[49,] 7.068295e-08 1.382657e-07 2.598457e-07 4.749879e-07 8.517893e-07
[50,] 2.263132e-08 4.655165e-08 9.285299e-08 1.817835e-07 3.511727e-07
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 7.942916e-06 5.493285e-06 3.584309e-06 2.229385e-06 1.333581e-06
 [2,] 1.397110e-05 1.007210e-05 6.884138e-06 4.504654e-06 2.841892e-06
 [3,] 2.289345e-05 1.721552e-05 1.233222e-05 8.488403e-06 5.640724e-06
 [4,] 3.511384e-05 2.753614e-05 2.066224e-05 1.493997e-05 1.043263e-05
 [5,] 5.067216e-05 4.137685e-05 3.245977e-05 2.458915e-05 1.798275e-05
 [6,] 6.915974e-05 5.862462e-05 4.791503e-05 3.787686e-05 2.888884e-05
 [7,] 8.971531e-05 7.857818e-05 6.657872e-05 5.464305e-05 4.325677e-05
 [8,] 1.110999e-04 9.993359e-05 8.723186e-05 7.389116e-05 6.039997e-05
 [9,] 1.318605e-04 1.209528e-04 1.079975e-04 9.380257e-05 7.875229e-05
[10,] 1.505999e-04 1.398452e-04 1.267655e-04 1.121258e-04 9.616127e-05
[11,] 1.663283e-04 1.552937e-04 1.418573e-04 1.268988e-04 1.105715e-04
[12,] 1.787781e-04 1.669326e-04 1.526829e-04 1.372432e-04 1.208686e-04
[13,] 1.885159e-04 1.755319e-04 1.600628e-04 1.438458e-04 1.274836e-04
[14,] 1.967451e-04 1.827420e-04 1.659970e-04 1.488307e-04 1.324040e-04
[15,] 2.048562e-04 1.904697e-04 1.729297e-04 1.550109e-04 1.385082e-04
[16,] 2.139052e-04 2.001339e-04 1.827996e-04 1.648146e-04 1.484808e-04
[17,] 2.242211e-04 2.120967e-04 1.962559e-04 1.793177e-04 1.637565e-04
[18,] 2.352812e-04 2.254728e-04 2.123241e-04 1.977418e-04 1.838970e-04
[19,] 2.459186e-04 2.384073e-04 2.286549e-04 2.175956e-04 2.066095e-04
[20,] 2.548516e-04 2.487935e-04 2.423336e-04 2.354572e-04 2.284160e-04
[21,] 2.613791e-04 2.552389e-04 2.510509e-04 2.482127e-04 2.458060e-04
[22,] 2.659161e-04 2.578874e-04 2.542141e-04 2.543510e-04 2.565359e-04
[23,] 2.699980e-04 2.586294e-04 2.534579e-04 2.547652e-04 2.605876e-04
[24,] 2.756211e-04 2.604549e-04 2.521908e-04 2.526062e-04 2.603275e-04
[25,] 2.842085e-04 2.661791e-04 2.542856e-04 2.521570e-04 2.597173e-04
[26,] 2.958136e-04 2.771946e-04 2.625319e-04 2.572235e-04 2.628977e-04
[27,] 3.090886e-04 2.929395e-04 2.776219e-04 2.697970e-04 2.727793e-04
[28,] 3.220812e-04 3.113534e-04 2.981255e-04 2.895533e-04 2.902104e-04
[29,] 3.333735e-04 3.300008e-04 3.213372e-04 3.142584e-04 3.139204e-04
[30,] 3.428311e-04 3.471624e-04 3.444278e-04 3.407056e-04 3.410577e-04
[31,] 3.514530e-04 3.622551e-04 3.652639e-04 3.656562e-04 3.679744e-04
[32,] 3.603508e-04 3.753718e-04 3.825354e-04 3.864052e-04 3.909684e-04
[33,] 3.694126e-04 3.862580e-04 3.952662e-04 4.008723e-04 4.068262e-04
[34,] 3.764367e-04 3.933803e-04 4.021216e-04 4.073773e-04 4.131289e-04
[35,] 3.773314e-04 3.937252e-04 4.010443e-04 4.044017e-04 4.083632e-04
[36,] 3.674596e-04 3.836090e-04 3.895778e-04 3.906309e-04 3.919532e-04
[37,] 3.435868e-04 3.602174e-04 3.658447e-04 3.653917e-04 3.643357e-04
[38,] 3.055041e-04 3.231321e-04 3.297120e-04 3.292975e-04 3.270962e-04
[39,] 2.564925e-04 2.750184e-04 2.834697e-04 2.846800e-04 2.830083e-04
[40,] 2.023808e-04 2.210632e-04 2.315560e-04 2.354125e-04 2.357548e-04
[41,] 1.496746e-04 1.674190e-04 1.793866e-04 1.860669e-04 1.892549e-04
[42,] 1.036600e-04 1.194164e-04 1.318473e-04 1.407596e-04 1.468133e-04
[43,] 6.726955e-05 8.033589e-05 9.214840e-05 1.022319e-04 1.104782e-04
[44,] 4.098393e-05 5.111946e-05 6.145593e-05 7.154090e-05 8.089834e-05
[45,] 2.351414e-05 3.088327e-05 3.925436e-05 4.835692e-05 5.766572e-05
[46,] 1.275298e-05 1.778082e-05 2.407233e-05 3.156529e-05 3.986761e-05
[47,] 6.563452e-06 9.781892e-06 1.417276e-05 1.982617e-05 2.653575e-05
[48,] 3.215051e-06 5.144759e-06 7.987579e-06 1.190456e-05 1.684285e-05
[49,] 1.500737e-06 2.581494e-06 4.285745e-06 6.778460e-06 1.009603e-05
[50,] 6.667971e-07 1.230315e-06 2.174215e-06 3.630432e-06 5.666560e-06
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 7.707058e-07 4.296821e-07 2.295055e-07 1.162972e-07 5.535846e-08
 [2,] 1.731718e-06 1.015059e-06 5.675455e-07 2.997053e-07 1.481318e-07
 [3,] 3.615499e-06 2.221418e-06 1.296323e-06 7.116550e-07 3.646312e-07
 [4,] 7.011882e-06 4.501062e-06 2.733495e-06 1.556732e-06 8.258669e-07
 [5,] 1.262746e-05 8.440134e-06 5.320057e-06 3.137639e-06 1.722412e-06
 [6,] 2.110991e-05 1.464358e-05 9.558112e-06 5.830849e-06 3.312506e-06
 [7,] 3.275970e-05 2.351312e-05 1.586339e-05 1.000502e-05 5.888960e-06
 [8,] 4.721872e-05 3.497364e-05 2.435967e-05 1.589152e-05 9.716577e-06
 [9,] 6.331009e-05 4.828652e-05 3.471064e-05 2.346487e-05 1.497133e-05
[10,] 7.921258e-05 6.212007e-05 4.612552e-05 3.242743e-05 2.173776e-05
[11,] 9.302797e-05 7.496474e-05 5.762930e-05 4.237166e-05 3.011024e-05
[12,] 1.035715e-04 8.578820e-05 6.854380e-05 5.309365e-05 4.037716e-05
[13,] 1.110183e-04 9.462942e-05 7.895442e-05 6.489814e-05 5.317164e-05
[14,] 1.170333e-04 1.027824e-04 8.986966e-05 7.866963e-05 6.942316e-05
[15,] 1.242400e-04 1.123968e-04 1.029045e-04 9.557251e-05 9.001611e-05
[16,] 1.352291e-04 1.256356e-04 1.195888e-04 1.164673e-04 1.152513e-04
[17,] 1.515312e-04 1.437745e-04 1.406390e-04 1.413477e-04 1.443996e-04
[18,] 1.729719e-04 1.666445e-04 1.655674e-04 1.691411e-04 1.756717e-04
[19,] 1.976254e-04 1.926184e-04 1.927970e-04 1.980140e-04 2.067240e-04
[20,] 2.223559e-04 2.190870e-04 2.201729e-04 2.260110e-04 2.354851e-04
[21,] 2.437818e-04 2.432204e-04 2.455901e-04 2.516601e-04 2.608467e-04
[22,] 2.593927e-04 2.627823e-04 2.674918e-04 2.742371e-04 2.828224e-04
[23,] 2.684572e-04 2.767836e-04 2.851423e-04 2.936428e-04 3.021145e-04
[24,] 2.723591e-04 2.857877e-04 2.986961e-04 3.101024e-04 3.194119e-04
[25,] 2.741747e-04 2.917539e-04 3.091179e-04 3.239591e-04 3.349044e-04
[26,] 2.776403e-04 2.974576e-04 3.179885e-04 3.356970e-04 3.483174e-04
[27,] 2.859425e-04 3.056886e-04 3.272047e-04 3.461051e-04 3.593956e-04
[28,] 3.007889e-04 3.184819e-04 3.385752e-04 3.563445e-04 3.684358e-04
[29,] 3.220006e-04 3.365528e-04 3.533205e-04 3.677065e-04 3.764258e-04
[30,] 3.475982e-04 3.590016e-04 3.715455e-04 3.810368e-04 3.845977e-04
[31,] 3.742367e-04 3.833204e-04 3.918491e-04 3.960546e-04 3.936069e-04
[32,] 3.978541e-04 4.057532e-04 4.113021e-04 4.109490e-04 4.028152e-04
[33,] 4.144296e-04 4.220193e-04 4.259478e-04 4.225549e-04 4.101202e-04
[34,] 4.207144e-04 4.282624e-04 4.317484e-04 4.271273e-04 4.124615e-04
[35,] 4.147701e-04 4.219418e-04 4.256629e-04 4.214238e-04 4.067655e-04
[36,] 3.962096e-04 4.023779e-04 4.064595e-04 4.036639e-04 3.909114e-04
[37,] 3.661647e-04 3.708294e-04 3.750137e-04 3.740405e-04 3.643721e-04
[38,] 3.270736e-04 3.301680e-04 3.340759e-04 3.346947e-04 3.284014e-04
[39,] 2.823381e-04 2.842955e-04 2.876552e-04 2.892440e-04 2.858041e-04
[40,] 2.358167e-04 2.374153e-04 2.401880e-04 2.420183e-04 2.403816e-04
[41,] 1.911495e-04 1.932468e-04 1.956429e-04 1.971493e-04 1.961445e-04
[42,] 1.510686e-04 1.543419e-04 1.567462e-04 1.577054e-04 1.564351e-04
[43,] 1.169727e-04 1.217360e-04 1.245679e-04 1.251263e-04 1.232138e-04
[44,] 8.897076e-05 9.510358e-05 9.864889e-05 9.919042e-05 9.679145e-05
[45,] 6.634836e-05 7.334576e-05 7.762645e-05 7.854554e-05 7.614376e-05
[46,] 4.816615e-05 5.530007e-05 6.004714e-05 6.154434e-05 5.965058e-05
[47,] 3.367420e-05 4.021472e-05 4.496566e-05 4.696745e-05 4.587757e-05
[48,] 2.240485e-05 2.781971e-05 3.209250e-05 3.431779e-05 3.402992e-05
[49,] 1.403417e-05 1.809294e-05 2.154753e-05 2.365859e-05 2.394688e-05
[50,] 8.204613e-06 1.096384e-05 1.347936e-05 1.522186e-05 1.578448e-05
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 2.455393e-08 1.009269e-08 3.835055e-09 1.348592e-09 4.414357e-10
 [2,] 6.806423e-08 2.896047e-08 1.140395e-08 4.171268e-09 1.431090e-09
 [3,] 1.734416e-07 7.642334e-08 3.124811e-08 1.194036e-08 4.326513e-09
 [4,] 4.066257e-07 1.857924e-07 7.914895e-08 3.179749e-08 1.229092e-08
 [5,] 8.784476e-07 4.172773e-07 1.861859e-07 7.933533e-08 3.310431e-08
 [6,] 1.753184e-06 8.694932e-07 4.094358e-07 1.871010e-07 8.529953e-08
 [7,] 3.245456e-06 1.691411e-06 8.490185e-07 4.211651e-07 2.117523e-07
 [8,] 5.606396e-06 3.097921e-06 1.677187e-06 9.129064e-07 5.079877e-07
 [9,] 9.115543e-06 5.399530e-06 3.188916e-06 1.916049e-06 1.175558e-06
[10,] 1.410774e-05 9.060087e-06 5.881850e-06 3.896259e-06 2.609247e-06
[11,] 2.105384e-05 1.478238e-05 1.055652e-05 7.643621e-06 5.512717e-06
[12,] 3.066609e-05 2.358120e-05 1.838945e-05 1.436146e-05 1.100411e-05
[13,] 4.393236e-05 3.675210e-05 3.088566e-05 2.563901e-05 2.062730e-05
[14,] 6.195329e-05 5.562801e-05 4.960423e-05 4.319653e-05 3.615561e-05
[15,] 8.552649e-05 8.108807e-05 7.562036e-05 6.834910e-05 5.911115e-05
[16,] 1.145931e-04 1.129489e-04 1.088514e-04 1.012906e-04 9.005634e-05
[17,] 1.478390e-04 1.495431e-04 1.475578e-04 1.404941e-04 1.279110e-04
[18,] 1.827740e-04 1.878262e-04 1.883901e-04 1.826232e-04 1.696869e-04
[19,] 2.164073e-04 2.241532e-04 2.271716e-04 2.232122e-04 2.109648e-04
[20,] 2.462749e-04 2.554838e-04 2.602178e-04 2.579978e-04 2.471141e-04
[21,] 2.712966e-04 2.804474e-04 2.856122e-04 2.843643e-04 2.748105e-04
[22,] 2.919643e-04 2.996751e-04 3.037689e-04 3.021809e-04 2.931377e-04
[23,] 3.097340e-04 3.151721e-04 3.169313e-04 3.135539e-04 3.036817e-04
[24,] 3.259856e-04 3.290570e-04 3.278408e-04 3.215882e-04 3.095390e-04
[25,] 3.411851e-04 3.423837e-04 3.382952e-04 3.288041e-04 3.137510e-04
[26,] 3.547500e-04 3.547157e-04 3.483803e-04 3.360498e-04 3.179848e-04
[27,] 3.656542e-04 3.646508e-04 3.567538e-04 3.424437e-04 3.221083e-04
[28,] 3.733205e-04 3.709032e-04 3.617212e-04 3.462654e-04 3.247660e-04
[29,] 3.781733e-04 3.732167e-04 3.623848e-04 3.461724e-04 3.244894e-04
[30,] 3.814627e-04 3.725351e-04 3.591615e-04 3.419889e-04 3.206237e-04
[31,] 3.844645e-04 3.703724e-04 3.534271e-04 3.346668e-04 3.135718e-04
[32,] 3.875646e-04 3.678379e-04 3.466268e-04 3.255961e-04 3.043673e-04
[33,] 3.897819e-04 3.649365e-04 3.394661e-04 3.158124e-04 2.940070e-04
[34,] 3.889741e-04 3.604963e-04 3.316216e-04 3.055817e-04 2.830116e-04
[35,] 3.825643e-04 3.526472e-04 3.219866e-04 2.944601e-04 2.713719e-04
[36,] 3.683999e-04 3.395063e-04 3.091588e-04 2.815971e-04 2.587115e-04
[37,] 3.454129e-04 3.197604e-04 2.918840e-04 2.660198e-04 2.444267e-04
[38,] 3.139486e-04 2.930370e-04 2.693761e-04 2.468392e-04 2.277584e-04
[39,] 2.757789e-04 2.600914e-04 2.415782e-04 2.234889e-04 2.079390e-04
[40,] 2.338329e-04 2.228140e-04 2.093783e-04 1.960518e-04 1.845310e-04
[41,] 1.916470e-04 1.839815e-04 1.746570e-04 1.655444e-04 1.578545e-04
[42,] 1.525947e-04 1.466971e-04 1.400012e-04 1.339105e-04 1.292174e-04
[43,] 1.190967e-04 1.136336e-04 1.080787e-04 1.035973e-04 1.007160e-04
[44,] 9.212289e-05 8.636951e-05 8.090802e-05 7.685197e-05 7.463420e-05
[45,] 7.122236e-05 6.513457e-05 5.936883e-05 5.508050e-05 5.273713e-05
[46,] 5.505661e-05 4.907177e-05 4.318314e-05 3.857888e-05 3.581421e-05
[47,] 4.214038e-05 3.684215e-05 3.132107e-05 2.671859e-05 2.365693e-05
[48,] 3.140976e-05 2.723002e-05 2.256495e-05 1.841171e-05 1.539409e-05
[49,] 2.239618e-05 1.947099e-05 1.593662e-05 1.257669e-05 9.945096e-06
[50,] 1.504920e-05 1.324197e-05 1.084382e-05 8.406272e-06 6.365482e-06
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.362190e-10 4.048922e-11 1.193205e-11 3.579564e-12 1.102340e-12
 [2,] 4.688875e-10 1.506726e-10 4.887622e-11 1.627140e-11 5.518897e-12
 [3,] 1.521961e-09 5.351396e-10 1.923932e-10 7.085184e-11 2.618602e-11
 [4,] 4.699454e-09 1.825241e-09 7.276403e-10 2.938276e-10 1.169082e-10
 [5,] 1.391249e-08 5.992962e-09 2.633117e-09 1.152191e-09 4.880123e-10
 [6,] 3.968213e-08 1.890406e-08 9.056275e-09 4.242490e-09 1.895356e-09
 [7,] 1.090987e-07 5.696952e-08 2.938834e-08 1.458393e-08 6.825308e-09
 [8,] 2.879945e-07 1.628330e-07 8.939144e-08 4.660494e-08 2.273843e-08
 [9,] 7.250316e-07 4.382589e-07 2.535616e-07 1.380534e-07 6.999309e-08
[10,] 1.727634e-06 1.104082e-06 6.682976e-07 3.784117e-07 1.989542e-07
[11,] 3.870045e-06 2.592002e-06 1.632901e-06 9.589484e-07 5.221650e-07
[12,] 8.107072e-06 5.654105e-06 3.694040e-06 2.245992e-06 1.265635e-06
[13,] 1.582466e-05 1.144073e-05 7.733386e-06 4.862408e-06 2.834222e-06
[14,] 2.872150e-05 2.145778e-05 1.498222e-05 9.734191e-06 5.867103e-06
[15,] 4.842703e-05 3.730404e-05 2.687300e-05 1.803136e-05 1.123486e-05
[16,] 7.586097e-05 6.014981e-05 4.466291e-05 3.093212e-05 1.991649e-05
[17,] 1.105197e-04 9.006375e-05 6.886571e-05 4.919692e-05 3.271841e-05
[18,] 1.500435e-04 1.254702e-04 9.868400e-05 7.265767e-05 4.987406e-05
[19,] 1.904296e-04 1.630978e-04 1.317539e-04 9.985516e-05 7.067185e-05
[20,] 2.270155e-04 1.986438e-04 1.644758e-04 1.280923e-04 9.333018e-05
[21,] 2.559350e-04 2.280259e-04 1.929568e-04 1.540318e-04 1.152902e-04
[22,] 2.754038e-04 2.487148e-04 2.142332e-04 1.746819e-04 1.339051e-04
[23,] 2.861792e-04 2.604998e-04 2.272108e-04 1.883491e-04 1.472645e-04
[24,] 2.909364e-04 2.652868e-04 2.328493e-04 1.950938e-04 1.547686e-04
[25,] 2.928877e-04 2.660433e-04 2.335109e-04 1.964743e-04 1.571804e-04
[26,] 2.943720e-04 2.654633e-04 2.318499e-04 1.947558e-04 1.561706e-04
[27,] 2.961153e-04 2.650302e-04 2.298318e-04 1.920311e-04 1.536414e-04
[28,] 2.974328e-04 2.648661e-04 2.283193e-04 1.896733e-04 1.511761e-04
[29,] 2.970901e-04 2.642649e-04 2.272744e-04 1.882689e-04 1.498019e-04
[30,] 2.942129e-04 2.624480e-04 2.262729e-04 1.878697e-04 1.500169e-04
[31,] 2.887169e-04 2.590514e-04 2.249287e-04 1.882739e-04 1.518965e-04
[32,] 2.811379e-04 2.541469e-04 2.230098e-04 1.891411e-04 1.551414e-04
[33,] 2.721550e-04 2.479650e-04 2.203181e-04 1.899627e-04 1.590739e-04
[34,] 2.622162e-04 2.406410e-04 2.165675e-04 1.900487e-04 1.626924e-04
[35,] 2.514531e-04 2.321664e-04 2.114146e-04 1.886452e-04 1.648629e-04
[36,] 2.397660e-04 2.224669e-04 2.045828e-04 1.851344e-04 1.645981e-04
[37,] 2.268682e-04 2.114155e-04 1.959107e-04 1.791606e-04 1.612735e-04
[38,] 2.122408e-04 1.987227e-04 1.852425e-04 1.705807e-04 1.546685e-04
[39,] 1.951601e-04 1.838558e-04 1.722837e-04 1.593112e-04 1.448502e-04
[40,] 1.749672e-04 1.661914e-04 1.566275e-04 1.452538e-04 1.320400e-04
[41,] 1.515341e-04 1.454251e-04 1.380389e-04 1.284229e-04 1.165932e-04
[42,] 1.256489e-04 1.220098e-04 1.168450e-04 1.092114e-04 9.910326e-05
[43,] 9.901962e-05 9.730492e-05 9.414846e-05 8.858368e-05 8.051046e-05
[44,] 7.382061e-05 7.327970e-05 7.166766e-05 6.800704e-05 6.206774e-05
[45,] 5.200143e-05 5.190376e-05 5.125018e-05 4.910225e-05 4.511516e-05
[46,] 3.471762e-05 3.454506e-05 3.431339e-05 3.318502e-05 3.075301e-05
[47,] 2.213895e-05 2.166487e-05 2.149196e-05 2.093180e-05 1.957879e-05
[48,] 1.364860e-05 1.289438e-05 1.262155e-05 1.231138e-05 1.161050e-05
[49,] 8.247483e-06 7.367649e-06 6.991802e-06 6.762722e-06 6.406246e-06
[50,] 4.934664e-06 4.099690e-06 3.691307e-06 3.485756e-06 3.291595e-06
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 3.430350e-13 1.048006e-13 3.058897e-14 8.369141e-15 2.122398e-15
 [2,] 1.858585e-12 6.037037e-13 1.849845e-13 5.273579e-14 1.388048e-14
 [3,] 9.432592e-12 3.229412e-12 1.033443e-12 3.061510e-13 8.353367e-14
 [4,] 4.459449e-11 1.598948e-11 5.325075e-12 1.636549e-12 4.625993e-13
 [5,] 1.955984e-10 7.312026e-11 2.528619e-11 8.054304e-12 2.357995e-12
 [6,] 7.937663e-10 3.084632e-10 1.106160e-10 3.650065e-11 1.106748e-11
 [7,] 2.975347e-09 1.199731e-09 4.458058e-10 1.523696e-10 4.785586e-11
 [8,] 1.029241e-08 4.301569e-09 1.655720e-09 5.861682e-10 1.907360e-10
 [9,] 3.284665e-08 1.422036e-08 5.669245e-09 2.079206e-09 7.010855e-10
[10,] 9.671217e-08 4.336040e-08 1.790508e-08 6.803810e-09 2.377740e-09
[11,] 2.627938e-07 1.220057e-07 5.218762e-08 2.054964e-08 7.443938e-09
[12,] 6.593023e-07 3.169546e-07 1.404497e-07 5.731253e-08 2.152004e-08
[13,] 1.527976e-06 7.606307e-07 3.491745e-07 1.476578e-07 5.746569e-08
[14,] 3.273110e-06 1.687091e-06 8.022735e-07 3.515344e-07 1.417729e-07
[15,] 6.484630e-06 3.460345e-06 1.704274e-06 7.735887e-07 3.232006e-07
[16,] 1.189026e-05 6.566917e-06 3.348724e-06 1.574029e-06 6.809633e-07
[17,] 2.019489e-05 1.153867e-05 6.089268e-06 2.962356e-06 1.326346e-06
[18,] 3.180595e-05 1.878819e-05 1.025418e-05 5.159643e-06 2.389196e-06
[19,] 4.652091e-05 2.838528e-05 1.600788e-05 8.323921e-06 3.983015e-06
[20,] 6.332885e-05 3.986339e-05 2.320262e-05 1.245480e-05 6.152249e-06
[21,] 8.048661e-05 5.217820e-05 3.129784e-05 1.731906e-05 8.820563e-06
[22,] 9.592700e-05 6.390115e-05 3.942140e-05 2.244891e-05 1.177007e-05
[23,] 1.078743e-04 7.361630e-05 4.658811e-05 2.724203e-05 1.467675e-05
[24,] 1.153977e-04 8.036332e-05 5.200330e-05 3.114162e-05 1.720317e-05
[25,] 1.186430e-04 8.392557e-05 5.532164e-05 3.382744e-05 1.911963e-05
[26,] 1.186599e-04 8.484533e-05 5.675349e-05 3.534098e-05 2.040910e-05
[27,] 1.169643e-04 8.420106e-05 5.699725e-05 3.610591e-05 2.132203e-05
[28,] 1.150810e-04 8.328857e-05 5.705840e-05 3.685414e-05 2.236909e-05
[29,] 1.142419e-04 8.333760e-05 5.803130e-05 3.848647e-05 2.425067e-05
[30,] 1.152563e-04 8.530275e-05 6.087667e-05 4.188021e-05 2.771513e-05
[31,] 1.184589e-04 8.969574e-05 6.619087e-05 4.764506e-05 3.333934e-05
[32,] 1.236602e-04 9.643942e-05 7.398550e-05 5.586165e-05 4.126258e-05
[33,] 1.301205e-04 1.047935e-04 8.355666e-05 6.589984e-05 5.097137e-05
[34,] 1.366347e-04 1.134399e-04 9.354668e-05 7.643860e-05 6.126768e-05
[35,] 1.417782e-04 1.207620e-04 1.022364e-04 8.574376e-05 7.050131e-05
[36,] 1.442513e-04 1.252431e-04 1.079838e-04 9.212601e-05 7.701340e-05
[37,] 1.431784e-04 1.258299e-04 1.096387e-04 9.439583e-05 7.961214e-05
[38,] 1.382349e-04 1.221243e-04 1.067786e-04 9.213505e-05 7.787824e-05
[39,] 1.295857e-04 1.143648e-04 9.971203e-05 8.571044e-05 7.219645e-05
[40,] 1.177284e-04 1.032623e-04 8.930211e-05 7.607956e-05 6.355133e-05
[41,] 1.033616e-04 8.979502e-05 7.671454e-05 6.450275e-05 5.321348e-05
[42,] 8.733404e-05 7.504174e-05 6.317904e-05 5.226558e-05 4.244078e-05
[43,] 7.063964e-05 6.007253e-05 4.981170e-05 4.047133e-05 3.226577e-05
[44,] 5.437203e-05 4.586961e-05 3.750636e-05 2.992305e-05 2.338742e-05
[45,] 3.958928e-05 3.324592e-05 2.688145e-05 2.108915e-05 1.615587e-05
[46,] 2.711906e-05 2.275791e-05 1.826604e-05 1.413223e-05 1.062480e-05
[47,] 1.739534e-05 1.464291e-05 1.171664e-05 8.975307e-06 6.639875e-06
[48,] 1.040976e-05 8.818081e-06 7.064070e-06 5.382018e-06 3.932975e-06
[49,] 5.796410e-06 4.952648e-06 3.987107e-06 3.035144e-06 2.200893e-06
[50,] 2.999077e-06 2.587336e-06 2.099403e-06 1.603518e-06 1.159344e-06
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 4.958930e-16 1.064305e-16 2.095417e-17 3.782487e-18 6.259594e-19
 [2,] 3.359905e-15 7.465593e-16 1.521511e-16 2.843516e-17 4.873224e-18
 [3,] 2.093992e-14 4.817102e-15 1.016501e-15 1.967461e-16 3.493098e-17
 [4,] 1.200796e-13 2.860431e-14 6.251663e-15 1.253594e-15 2.306453e-16
 [5,] 6.338696e-13 1.563961e-13 3.541350e-14 7.359156e-15 1.403507e-15
 [6,] 3.081671e-12 7.877724e-13 1.848633e-13 3.982170e-14 7.873886e-15
 [7,] 1.380579e-11 3.657490e-12 8.897068e-13 1.987038e-13 4.073835e-14
 [8,] 5.702346e-11 1.565966e-11 3.949437e-12 9.145886e-13 1.944258e-13
 [9,] 2.172582e-10 6.185580e-11 1.617552e-11 3.883992e-12 8.560438e-13
[10,] 7.638591e-10 2.254873e-10 6.113885e-11 1.522020e-11 3.477311e-12
[11,] 2.479224e-09 7.587774e-10 2.132916e-10 5.503887e-11 1.303091e-11
[12,] 7.430126e-09 2.357346e-09 6.868298e-10 1.836569e-10 4.504411e-11
[13,] 2.056507e-08 6.762056e-09 2.041420e-09 5.654418e-10 1.436016e-10
[14,] 5.257313e-08 1.790953e-08 5.600028e-09 1.606014e-09 4.221400e-10
[15,] 1.241444e-07 4.379554e-08 1.417693e-08 4.207539e-09 1.144065e-09
[16,] 2.708032e-07 9.888149e-08 3.311924e-08 1.016666e-08 2.858146e-09
[17,] 5.457708e-07 2.061448e-07 7.139927e-08 2.265647e-08 6.581756e-09
[18,] 1.016558e-06 3.969207e-07 1.420692e-07 4.657273e-08 1.397249e-08
[19,] 1.750946e-06 7.061945e-07 2.610271e-07 8.834112e-08 2.735479e-08
[20,] 2.791689e-06 1.162041e-06 4.432028e-07 1.547433e-07 4.942295e-08
[21,] 4.126824e-06 1.771077e-06 6.963843e-07 2.506378e-07 8.251065e-08
[22,] 5.670300e-06 2.506057e-06 1.014847e-06 3.762026e-07 1.275656e-07
[23,] 7.269234e-06 3.304311e-06 1.376718e-06 5.252382e-07 1.833561e-07
[24,] 8.745338e-06 4.083653e-06 1.749173e-06 6.865897e-07 2.467966e-07
[25,] 9.962346e-06 4.775929e-06 2.103575e-06 8.504582e-07 3.154256e-07
[26,] 1.089889e-05 5.371177e-06 2.439523e-06 1.020380e-06 3.929368e-07
[27,] 1.170497e-05 5.961637e-06 2.813970e-06 1.230309e-06 4.982411e-07
[28,] 1.272608e-05 6.773692e-06 3.368907e-06 1.564190e-06 6.774610e-07
[29,] 1.448083e-05 8.172164e-06 4.346041e-06 2.171257e-06 1.015680e-06
[30,] 1.757175e-05 1.061402e-05 6.069140e-06 3.263829e-06 1.640766e-06
[31,] 2.251262e-05 1.452875e-05 8.871638e-06 5.079683e-06 2.707247e-06
[32,] 2.948984e-05 2.012839e-05 1.296210e-05 7.797631e-06 4.349632e-06
[33,] 3.813950e-05 2.720366e-05 1.825944e-05 1.141960e-05 6.607682e-06
[34,] 4.746771e-05 3.501370e-05 2.427601e-05 1.566804e-05 9.349593e-06
[35,] 5.601338e-05 4.237249e-05 3.014000e-05 1.996832e-05 1.223872e-05
[36,] 6.223692e-05 4.795016e-05 3.479759e-05 2.356270e-05 1.478439e-05
[37,] 6.498280e-05 5.068168e-05 3.733557e-05 2.573505e-05 1.647872e-05
[38,] 6.381005e-05 5.009851e-05 3.728145e-05 2.605222e-05 1.696764e-05
[39,] 5.905733e-05 4.643420e-05 3.473877e-05 2.450523e-05 1.617447e-05
[40,] 5.165413e-05 4.048062e-05 3.030512e-05 2.148534e-05 1.431468e-05
[41,] 4.280184e-05 3.329547e-05 2.483635e-05 1.762051e-05 1.180096e-05
[42,] 3.366675e-05 2.590484e-05 1.918213e-05 1.356443e-05 9.094414e-06
[43,] 2.517142e-05 1.910158e-05 1.399738e-05 9.831880e-06 6.574318e-06
[44,] 1.790310e-05 1.336580e-05 9.667529e-06 6.726303e-06 4.471475e-06
[45,] 1.211757e-05 8.881411e-06 6.326813e-06 4.350430e-06 2.867956e-06
[46,] 7.804504e-06 5.606818e-06 3.925882e-06 2.662660e-06 1.737240e-06
[47,] 4.780550e-06 3.363437e-06 2.310800e-06 1.542957e-06 9.946125e-07
[48,] 2.781586e-06 1.917046e-06 1.290679e-06 8.468681e-07 5.384140e-07
[49,] 1.534389e-06 1.037511e-06 6.842387e-07 4.404516e-07 2.756619e-07
[50,] 8.002493e-07 5.324474e-07 3.442559e-07 2.171791e-07 1.335481e-07

> 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  
     1690.7        207.7  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1vnbz1226401786.ps tmp/1vnbz1226401786.png")
> system("convert tmp/2p9iv1226401786.ps tmp/2p9iv1226401786.png")
> system("convert tmp/3c42k1226401786.ps tmp/3c42k1226401786.png")
> system("convert tmp/409t01226401786.ps tmp/409t01226401786.png")
> system("convert tmp/5vw0e1226401786.ps tmp/5vw0e1226401786.png")
> system("convert tmp/6rq711226401786.ps tmp/6rq711226401786.png")
> system("convert tmp/732z01226401786.ps tmp/732z01226401786.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.250   1.331   3.296