R version 2.6.0 (2007-10-03)
Copyright (C) 2007 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(476049,474605,470439,461251,454724,455626,516847,525192,522975,518585,509239,512238,519164,517009,509933,509127,500857,506971,569323,579714,577992,565464,547344,554788,562325,560854,555332,543599,536662,542722,593530,610763,612613,611324,594167,595454,590865,589379,584428,573100,567456,569028,620735,628884,628232,612117,595404,597141,593408,590072,579799,574205,572775,572942,619567,625809,619916,587625,565742,557274)
> y <- c(22,27,24,24,22,23,25,23,21,21,22,20,22,22,20,21,20,21,21,21,19,21,21,22,19,24,22,22,22,24,22,23,24,21,20,22,23,23,22,20,21,21,20,20,17,18,19,19,20,21,20,21,19,22,20,18,16,17,18,19)
> x <- c(1178,2141,2238,2685,4341,5376,4478,6404,4617,3024,1897,2075,1351,2211,2453,3042,4765,4992,4601,6266,4812,3159,1916,2237,1595,2453,2226,3597,4706,4974,5756,5493,5004,3225,2006,2291,1588,2105,2191,3591,4668,4885,5822,5599,5340,3082,2010,2301,1514,1979,2480,3499,4676,5585,5610,5796,6199,3030,1930,2552)
> par7 = 'Werkloosheid'
> par6 = 'Fin. toestand'
> par5 = 'Huwelijken'
> 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: Wessa P., (2007), 3-Dimensional Scatterplots (v1.0.3) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_cloud.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description
> 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/1m3uk1194006186.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/2vu5c1194006186.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/3i7bc1194006186.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/4euu31194006186.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/5tgy41194006186.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  
 21.5353516   -0.0001316  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6qqlr1194006186.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] 14.72616 15.00264 15.27913 15.55561 15.83209 16.10858 16.38506 16.66154
 [9] 16.93803 17.21451 17.49099 17.76748 18.04396 18.32044 18.59693 18.87341
[17] 19.14989 19.42638 19.70286 19.97934 20.25583 20.53231 20.80879 21.08528
[25] 21.36176 21.63824 21.91472 22.19121 22.46769 22.74417 23.02066 23.29714
[33] 23.57362 23.85011 24.12659 24.40307 24.67956 24.95604 25.23252 25.50901
[41] 25.78549 26.06197 26.33846 26.61494 26.89142 27.16791 27.44439 27.72087
[49] 27.99736 28.27384

$yords
 [1] 425686.8 430426.2 435165.7 439905.2 444644.7 449384.2 454123.6 458863.1
 [9] 463602.6 468342.1 473081.6 477821.0 482560.5 487300.0 492039.5 496779.0
[17] 501518.4 506257.9 510997.4 515736.9 520476.3 525215.8 529955.3 534694.8
[25] 539434.3 544173.7 548913.2 553652.7 558392.2 563131.7 567871.1 572610.6
[33] 577350.1 582089.6 586829.0 591568.5 596308.0 601047.5 605787.0 610526.4
[41] 615265.9 620005.4 624744.9 629484.4 634223.8 638963.3 643702.8 648442.3
[49] 653181.8 657921.2

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 6.820929e-28 6.508129e-27 5.734203e-26 4.665706e-25 3.506144e-24
 [2,] 2.226014e-26 2.013356e-25 1.681749e-24 1.297380e-23 9.244339e-23
 [3,] 6.307577e-25 5.407555e-24 4.282027e-23 3.131957e-22 2.116072e-21
 [4,] 1.552206e-23 1.261159e-22 9.466530e-22 6.564519e-21 4.205577e-20
 [5,] 3.318586e-22 2.554713e-21 1.817472e-20 1.194785e-19 7.257859e-19
 [6,] 6.168000e-21 4.496840e-20 3.031204e-19 1.888754e-18 1.087814e-17
 [7,] 9.975868e-20 6.882732e-19 4.393781e-18 2.594209e-17 1.416349e-16
 [8,] 1.406231e-18 9.170128e-18 5.539430e-17 3.097475e-16 1.602574e-15
 [9,] 1.732009e-17 1.065392e-16 6.081656e-16 3.217740e-15 1.576732e-14
[10,] 1.871143e-16 1.082298e-15 5.825520e-15 2.912110e-14 1.350170e-13
[11,] 1.783339e-15 9.654049e-15 4.883112e-14 2.300826e-13 1.007724e-12
[12,] 1.511684e-14 7.608253e-14 3.598112e-13 1.592142e-12 6.570567e-12
[13,] 1.151647e-13 5.343118e-13 2.346033e-12 9.696481e-12 3.755664e-11
[14,] 7.976868e-13 3.379868e-12 1.365766e-11 5.233876e-11 1.891719e-10
[15,] 5.073982e-12 1.947893e-11 7.177213e-11 2.527393e-10 8.459179e-10
[16,] 2.979006e-11 1.032309e-10 3.443017e-10 1.104045e-09 3.390952e-09
[17,] 1.611213e-10 5.049862e-10 1.520480e-09 4.410625e-09 1.232304e-08
[18,] 7.963004e-10 2.272920e-09 6.197243e-09 1.623702e-08 4.103204e-08
[19,] 3.556389e-09 9.330602e-09 2.321366e-08 5.516356e-08 1.260401e-07
[20,] 1.419697e-08 3.454937e-08 7.918080e-08 1.720864e-07 3.573972e-07
[21,] 5.020975e-08 1.142017e-07 2.433010e-07 4.883756e-07 9.303975e-07
[22,] 1.563440e-07 3.342922e-07 6.670626e-07 1.248145e-06 2.203741e-06
[23,] 4.270064e-07 8.620348e-07 1.620678e-06 2.848665e-06 4.706311e-06
[24,] 1.021225e-06 1.953142e-06 3.475875e-06 5.775414e-06 9.001630e-06
[25,] 2.139130e-06 3.887505e-06 6.575046e-06 1.038244e-05 1.537245e-05
[26,] 3.932909e-06 6.812394e-06 1.099300e-05 1.657800e-05 2.346060e-05
[27,] 6.374645e-06 1.056177e-05 1.632981e-05 2.363595e-05 3.215425e-05
[28,] 9.173944e-06 1.460224e-05 2.173709e-05 3.035761e-05 3.992357e-05
[29,] 1.184389e-05 1.820628e-05 2.623830e-05 3.555649e-05 4.545771e-05
[30,] 1.390388e-05 2.076447e-05 2.914532e-05 3.855140e-05 4.819630e-05
[31,] 1.507788e-05 2.201604e-05 3.028872e-05 3.936228e-05 4.846249e-05
[32,] 1.535465e-05 2.206720e-05 2.996955e-05 3.857240e-05 4.720032e-05
[33,] 1.491627e-05 2.125880e-05 2.874522e-05 3.699261e-05 4.545184e-05
[34,] 1.402790e-05 1.999519e-05 2.715818e-05 3.523679e-05 4.374351e-05
[35,] 1.293308e-05 1.856774e-05 2.546043e-05 3.335643e-05 4.171577e-05
[36,] 1.175337e-05 1.701332e-05 2.347580e-05 3.081864e-05 3.838711e-05
[37,] 1.044400e-05 1.513179e-05 2.078302e-05 2.697959e-05 3.300461e-05
[38,] 8.880073e-06 1.271714e-05 1.715342e-05 2.173428e-05 2.581013e-05
[39,] 7.030909e-06 9.827889e-06 1.287111e-05 1.576606e-05 1.804186e-05
[40,] 5.061251e-06 6.840729e-06 8.635777e-06 1.017879e-05 1.121085e-05
[41,] 3.259836e-06 4.241432e-06 5.157334e-06 5.878887e-06 6.326980e-06
[42,] 1.871945e-06 2.359772e-06 2.813758e-06 3.222928e-06 3.638596e-06
[43,] 9.887801e-07 1.262720e-06 1.601037e-06 2.086386e-06 2.863999e-06
[44,] 5.585783e-07 8.272153e-07 1.295691e-06 2.122936e-06 3.518963e-06
[45,] 4.644112e-07 8.651011e-07 1.618037e-06 2.936081e-06 5.051725e-06
[46,] 5.849985e-07 1.189464e-06 2.284486e-06 4.097146e-06 6.821900e-06
[47,] 8.087091e-07 1.616011e-06 2.994949e-06 5.135220e-06 8.136705e-06
[48,] 1.027471e-06 1.960525e-06 3.456039e-06 5.625776e-06 8.454564e-06
[49,] 1.146243e-06 2.076025e-06 3.471004e-06 5.356820e-06 7.630864e-06
[50,] 1.112300e-06 1.909968e-06 3.027112e-06 4.428164e-06 5.978754e-06
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.433712e-23 1.560725e-22 9.250134e-22 5.069779e-21 2.572289e-20
 [2,] 6.084727e-22 3.700361e-21 2.079743e-20 1.080792e-19 5.197548e-19
 [3,] 1.320818e-20 7.617768e-20 4.060648e-19 2.001323e-18 9.125906e-18
 [4,] 2.489438e-19 1.361753e-18 6.885214e-18 3.218906e-17 1.392210e-16
 [5,] 4.074315e-18 2.113917e-17 1.013913e-16 4.497050e-16 1.845313e-15
 [6,] 5.791127e-17 2.850011e-16 1.296842e-15 5.457677e-15 2.125136e-14
 [7,] 7.150012e-16 3.337626e-15 1.440884e-14 5.754279e-14 2.126587e-13
 [8,] 7.670187e-15 3.395888e-14 1.390913e-13 5.271538e-13 1.849298e-12
 [9,] 7.152334e-14 3.002849e-13 1.166835e-12 4.196967e-12 1.397755e-11
[10,] 5.801147e-13 2.308775e-12 8.509592e-12 2.904720e-11 9.184391e-11
[11,] 4.096818e-12 1.544587e-11 5.397947e-11 1.748308e-10 5.248117e-10
[12,] 2.523110e-11 9.001442e-11 2.980697e-10 9.156617e-10 2.609094e-09
[13,] 1.358476e-10 4.577556e-10 1.434537e-09 4.176819e-09 1.129287e-08
[14,] 6.418433e-10 2.036771e-09 6.028951e-09 1.661700e-08 4.259902e-08
[15,] 2.676007e-09 7.961710e-09 2.219150e-08 5.778154e-08 1.402740e-07
[16,] 9.922636e-09 2.750605e-08 7.185996e-08 1.761973e-07 4.042369e-07
[17,] 3.305508e-08 8.468970e-08 2.060574e-07 4.735645e-07 1.023509e-06
[18,] 1.000652e-07 2.348726e-07 5.280013e-07 1.130205e-06 2.290743e-06
[19,] 2.781550e-07 5.936928e-07 1.222968e-06 2.419934e-06 4.572713e-06
[20,] 7.144805e-07 1.382214e-06 2.592931e-06 4.709000e-06 8.242004e-06
[21,] 1.696071e-06 2.982101e-06 5.087627e-06 8.444251e-06 1.361811e-05
[22,] 3.700464e-06 5.961900e-06 9.295359e-06 1.411706e-05 2.094677e-05
[23,] 7.359741e-06 1.098818e-05 1.581294e-05 2.213417e-05 3.034047e-05
[24,] 1.324329e-05 1.853851e-05 2.492712e-05 3.252184e-05 4.155123e-05
[25,] 2.146398e-05 2.846950e-05 3.619268e-05 4.454574e-05 5.362697e-05
[26,] 3.132144e-05 3.971300e-05 4.820901e-05 5.656155e-05 6.480347e-05
[27,] 4.131413e-05 5.043460e-05 5.891522e-05 6.642050e-05 7.300030e-05
[28,] 4.965610e-05 5.871109e-05 6.639874e-05 7.238712e-05 7.683184e-05
[29,] 5.503376e-05 6.337246e-05 6.979497e-05 7.406332e-05 7.649170e-05
[30,] 5.714177e-05 6.451230e-05 6.972702e-05 7.267574e-05 7.377552e-05
[31,] 5.672203e-05 6.337805e-05 6.795785e-05 7.039129e-05 7.101510e-05
[32,] 5.511273e-05 6.164355e-05 6.631645e-05 6.891205e-05 6.948836e-05
[33,] 5.346687e-05 6.034387e-05 6.542908e-05 6.820737e-05 6.842454e-05
[34,] 5.198174e-05 5.908830e-05 6.415133e-05 6.641191e-05 6.550430e-05
[35,] 4.969962e-05 5.625765e-05 6.034000e-05 6.119480e-05 5.864514e-05
[36,] 4.522830e-05 5.025957e-05 5.255162e-05 5.163494e-05 4.770024e-05
[37,] 3.794521e-05 4.091208e-05 4.131330e-05 3.907493e-05 3.470815e-05
[38,] 2.867743e-05 2.978355e-05 2.892052e-05 2.632437e-05 2.263461e-05
[39,] 1.928169e-05 1.926518e-05 1.806401e-05 1.604831e-05 1.380073e-05
[40,] 1.157185e-05 1.127337e-05 1.052116e-05 9.675165e-06 9.161710e-06
[41,] 6.519826e-06 6.594122e-06 6.784645e-06 7.364068e-06 8.562199e-06
[42,] 4.189542e-06 5.066873e-06 6.472633e-06 8.542513e-06 1.126993e-05
[43,] 4.128436e-06 6.073796e-06 8.810586e-06 1.227471e-05 1.617226e-05
[44,] 5.698755e-06 8.795357e-06 1.275260e-05 1.724483e-05 2.168049e-05
[45,] 8.135702e-06 1.218338e-05 1.691226e-05 2.173386e-05 2.584936e-05
[46,] 1.051572e-05 1.498722e-05 1.973904e-05 2.402202e-05 2.701710e-05
[47,] 1.190775e-05 1.609206e-05 2.008068e-05 2.313983e-05 2.462768e-05
[48,] 1.172922e-05 1.502138e-05 1.775932e-05 1.938418e-05 1.953517e-05
[49,] 1.003351e-05 1.217729e-05 1.364201e-05 1.410765e-05 1.346811e-05
[50,] 7.450613e-06 8.569837e-06 9.098298e-06 8.915914e-06 8.065021e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.210741e-19 5.308718e-19 2.186316e-18 8.591241e-18 3.310542e-17
 [2,] 2.316548e-18 9.597282e-18 3.717229e-17 1.361050e-16 4.807027e-16
 [3,] 3.854522e-17 1.511220e-16 5.522306e-16 1.895624e-15 6.202267e-15
 [4,] 5.575665e-16 2.070985e-15 7.155311e-15 2.312470e-14 7.064058e-14
 [5,] 7.010441e-15 2.468815e-14 8.077020e-14 2.464827e-13 7.068860e-13
 [6,] 7.661116e-14 2.559482e-13 7.937666e-13 2.291956e-12 6.195110e-12
 [7,] 7.276782e-13 2.307354e-12 6.788581e-12 1.857409e-11 4.744924e-11
 [8,] 6.007802e-12 1.808695e-11 5.051487e-11 1.311084e-10 3.171688e-10
 [9,] 4.311974e-11 1.232914e-10 3.270288e-10 8.058111e-10 1.848668e-09
[10,] 2.690899e-10 7.309205e-10 1.842015e-09 4.311730e-09 9.390996e-09
[11,] 1.460466e-09 3.769346e-09 9.028153e-09 2.008578e-08 4.156654e-08
[12,] 6.896349e-09 1.691425e-08 3.851304e-08 8.147227e-08 1.603052e-07
[13,] 2.834751e-08 6.607327e-08 1.430498e-07 2.878412e-07 5.387846e-07
[14,] 1.015163e-07 2.248460e-07 4.629175e-07 8.862651e-07 1.578954e-06
[15,] 3.171295e-07 6.672664e-07 1.306420e-06 2.380426e-06 4.038571e-06
[16,] 8.659531e-07 1.729889e-06 3.220470e-06 5.586228e-06 9.030704e-06
[17,] 2.073511e-06 3.928773e-06 6.952727e-06 1.148456e-05 1.770521e-05
[18,] 4.376056e-06 7.852016e-06 1.320287e-05 2.077622e-05 3.058146e-05
[19,] 8.204177e-06 1.390956e-05 2.220707e-05 3.331222e-05 4.690160e-05
[20,] 1.382158e-05 2.208011e-05 3.344380e-05 4.787153e-05 6.464073e-05
[21,] 2.124807e-05 3.189296e-05 4.579826e-05 6.264877e-05 8.141909e-05
[22,] 3.033542e-05 4.270675e-05 5.813789e-05 7.615503e-05 9.564433e-05
[23,] 4.085162e-05 5.397987e-05 6.974045e-05 8.768252e-05 1.068192e-04
[24,] 5.232977e-05 6.514333e-05 8.008152e-05 9.687654e-05 1.148075e-04
[25,] 6.371401e-05 7.516608e-05 8.826307e-05 1.030255e-04 1.190624e-04
[26,] 7.325806e-05 8.245037e-05 9.293558e-05 1.050733e-04 1.187995e-04
[27,] 7.911018e-05 8.551552e-05 9.307998e-05 1.024686e-04 1.138473e-04
[28,] 8.038652e-05 8.406603e-05 8.896733e-05 9.590871e-05 1.051102e-04
[29,] 7.791031e-05 7.946455e-05 8.228673e-05 8.713879e-05 9.416289e-05
[30,] 7.387562e-05 7.402802e-05 7.519071e-05 7.796424e-05 8.245938e-05
[31,] 7.047257e-05 6.954557e-05 6.897196e-05 6.930051e-05 7.082022e-05
[32,] 6.836761e-05 6.609571e-05 6.336936e-05 6.092861e-05 5.942917e-05
[33,] 6.620364e-05 6.209681e-05 5.701944e-05 5.206188e-05 4.823412e-05
[34,] 6.163923e-05 5.563084e-05 4.872702e-05 4.229510e-05 3.748178e-05
[35,] 5.321807e-05 4.604931e-05 3.858988e-05 3.223111e-05 2.799112e-05
[36,] 4.159456e-05 3.460502e-05 2.812007e-05 2.330317e-05 2.088562e-05
[37,] 2.918892e-05 2.370192e-05 1.935518e-05 1.696414e-05 1.694839e-05
[38,] 1.873219e-05 1.552569e-05 1.376339e-05 1.391520e-05 1.612269e-05
[39,] 1.197547e-05 1.115547e-05 1.174590e-05 1.391184e-05 1.754769e-05
[40,] 9.370807e-06 1.057035e-05 1.285246e-05 1.610962e-05 2.003322e-05
[41,] 1.049299e-05 1.311335e-05 1.622249e-05 1.949444e-05 2.252911e-05
[42,] 1.446595e-05 1.777918e-05 2.077346e-05 2.303351e-05 2.425755e-05
[43,] 2.000195e-05 2.316694e-05 2.514140e-05 2.562295e-05 2.460576e-05
[44,] 2.532066e-05 2.748741e-05 2.777978e-05 2.619970e-05 2.313107e-05
[45,] 2.846320e-05 2.903915e-05 2.748449e-05 2.417372e-05 1.980374e-05
[46,] 2.809114e-05 2.701752e-05 2.405555e-05 1.984997e-05 1.520315e-05
[47,] 2.421440e-05 2.200198e-05 1.848417e-05 1.436751e-05 1.034217e-05
[48,] 1.818024e-05 1.562731e-05 1.241071e-05 9.109853e-06 6.184027e-06
[49,] 1.187057e-05 9.660556e-06 7.260584e-06 5.040598e-06 3.233529e-06
[50,] 6.734429e-06 5.191374e-06 3.694815e-06 2.428238e-06 1.473878e-06
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 1.300680e-16 5.407991e-16 2.405452e-15 1.117203e-14 5.207399e-14
 [2,] 1.691086e-15 6.161511e-15 2.388220e-14 9.795629e-14 4.115730e-13
 [3,] 1.982848e-14 6.415496e-14 2.174684e-13 7.823700e-13 2.932404e-12
 [4,] 2.077746e-13 6.056712e-13 1.812514e-12 5.713469e-12 1.894302e-11
 [5,] 1.931139e-12 5.139655e-12 1.375171e-11 3.817250e-11 1.114620e-10
 [6,] 1.583026e-11 3.889241e-11 9.427781e-11 2.326806e-10 5.988831e-10
 [7,] 1.139853e-10 2.607344e-10 5.795204e-10 1.286972e-09 2.937388e-09
 [8,] 7.189125e-10 1.540928e-09 3.171710e-09 6.415263e-09 1.311060e-08
 [9,] 3.964183e-09 7.999504e-09 1.536735e-08 2.862055e-08 5.297108e-08
[10,] 1.908755e-08 3.638801e-08 6.562755e-08 1.135690e-07 1.925177e-07
[11,] 8.019492e-08 1.447947e-07 2.462573e-07 3.988148e-07 6.254610e-07
[12,] 2.938951e-07 5.035225e-07 8.102075e-07 1.234774e-06 1.806663e-06
[13,] 9.394819e-07 1.529606e-06 2.334508e-06 3.362371e-06 4.620944e-06
[14,] 2.620689e-06 4.059930e-06 5.889371e-06 8.043736e-06 1.044022e-05
[15,] 6.385534e-06 9.424239e-06 1.301836e-05 1.691145e-05 2.082685e-05
[16,] 1.361553e-05 1.917114e-05 2.527072e-05 3.131826e-05 3.675962e-05
[17,] 2.548787e-05 3.430372e-05 4.326357e-05 5.133820e-05 5.771714e-05
[18,] 4.211753e-05 5.433421e-05 6.580915e-05 7.513752e-05 8.141595e-05
[19,] 6.197841e-05 7.695359e-05 8.998717e-05 9.951287e-05 1.047559e-04
[20,] 8.230564e-05 9.891461e-05 1.124687e-04 1.214802e-04 1.254202e-04
[21,] 1.004288e-04 1.176416e-04 1.311401e-04 1.396201e-04 1.427312e-04
[22,] 1.149520e-04 1.321766e-04 1.455756e-04 1.539687e-04 1.570254e-04
[23,] 1.257047e-04 1.426559e-04 1.560725e-04 1.647921e-04 1.684125e-04
[24,] 1.327110e-04 1.491175e-04 1.625150e-04 1.717182e-04 1.762739e-04
[25,] 1.355003e-04 1.510515e-04 1.642658e-04 1.739538e-04 1.796757e-04
[26,] 1.334808e-04 1.479535e-04 1.608101e-04 1.708927e-04 1.778247e-04
[27,] 1.267057e-04 1.399287e-04 1.521560e-04 1.623240e-04 1.701609e-04
[28,] 1.160642e-04 1.276938e-04 1.387730e-04 1.484370e-04 1.565354e-04
[29,] 1.028571e-04 1.123060e-04 1.215730e-04 1.300649e-04 1.376860e-04
[30,] 8.834665e-05 9.505868e-05 1.020400e-04 1.089143e-04 1.154906e-04
[31,] 7.357197e-05 7.741522e-05 8.209915e-05 8.729678e-05 9.260206e-05
[32,] 5.932371e-05 6.078023e-05 6.365468e-05 6.752494e-05 7.178808e-05
[33,] 4.623186e-05 4.630105e-05 4.823587e-05 5.149867e-05 5.541499e-05
[34,] 3.496966e-05 3.489940e-05 3.695331e-05 4.054120e-05 4.500812e-05
[35,] 2.635848e-05 2.730717e-05 3.042992e-05 3.511268e-05 4.068731e-05
[36,] 2.111109e-05 2.379595e-05 2.844312e-05 3.436202e-05 4.077925e-05
[37,] 1.932451e-05 2.375179e-05 2.960222e-05 3.605477e-05 4.222564e-05
[38,] 2.019190e-05 2.561430e-05 3.162786e-05 3.733980e-05 4.190794e-05
[39,] 2.227061e-05 2.745117e-05 3.230603e-05 3.605930e-05 3.813491e-05
[40,] 2.413739e-05 2.782307e-05 3.049219e-05 3.169437e-05 3.125489e-05
[41,] 2.491266e-05 2.628598e-05 2.641889e-05 2.527349e-05 2.302765e-05
[42,] 2.430827e-05 2.321865e-05 2.116724e-05 1.843765e-05 1.536816e-05
[43,] 2.235076e-05 1.928039e-05 1.585380e-05 1.246955e-05 9.414576e-06
[44,] 1.919049e-05 1.502754e-05 1.116175e-05 7.905495e-06 5.370487e-06
[45,] 1.515609e-05 1.087658e-05 7.353306e-06 4.710178e-06 2.878777e-06
[46,] 1.082971e-05 7.194285e-06 4.473203e-06 2.615868e-06 1.448230e-06
[47,] 6.903186e-06 4.280256e-06 2.471456e-06 1.333623e-06 6.759940e-07
[48,] 3.885231e-06 2.261666e-06 1.221786e-06 6.139452e-07 2.879898e-07
[49,] 1.917599e-06 1.051995e-06 5.343967e-07 2.517325e-07 1.102124e-07
[50,] 8.264599e-07 4.282941e-07 2.052445e-07 9.103109e-08 3.742006e-08
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 2.355712e-13 1.012806e-12 4.091955e-12 1.544900e-11 5.436307e-11
 [2,] 1.706957e-12 6.800901e-12 2.561845e-11 9.048096e-11 2.984091e-10
 [3,] 1.105329e-11 4.057305e-11 1.419704e-10 4.679234e-10 1.443809e-09
 [4,] 6.429240e-11 2.159078e-10 6.986006e-10 2.142479e-09 6.172582e-09
 [5,] 3.376922e-10 1.029381e-09 3.063088e-09 8.710606e-09 2.337969e-08
 [6,] 1.609540e-09 4.418184e-09 1.201442e-08 3.154957e-08 7.868831e-08
 [7,] 6.987359e-09 1.715539e-08 4.234567e-08 1.021913e-07 2.361452e-07
 [8,] 2.767478e-08 6.053154e-08 1.347829e-07 2.973715e-07 6.345756e-07
 [9,] 9.991496e-08 1.947017e-07 3.893862e-07 7.816086e-07 1.535062e-06
[10,] 3.277071e-07 5.715207e-07 1.025540e-06 1.866542e-06 3.364348e-06
[11,] 9.714568e-07 1.528779e-06 2.469059e-06 4.072441e-06 6.728195e-06
[12,] 2.587854e-06 3.713121e-06 5.435643e-06 8.150732e-06 1.235996e-05
[13,] 6.162317e-06 8.150005e-06 1.092011e-05 1.498849e-05 2.095653e-05
[14,] 1.306698e-05 1.609483e-05 1.995402e-05 2.530475e-05 3.285738e-05
[15,] 2.463502e-05 2.852403e-05 3.307467e-05 3.915523e-05 4.762362e-05
[16,] 4.135641e-05 4.540040e-05 4.973581e-05 5.552346e-05 6.380493e-05
[17,] 6.217335e-05 6.525753e-05 6.819294e-05 7.247289e-05 7.931622e-05
[18,] 8.462035e-05 8.568959e-05 8.624751e-05 8.806743e-05 9.251143e-05
[19,] 1.060226e-04 1.046268e-04 1.024814e-04 1.015399e-04 1.033253e-04
[20,] 1.248768e-04 1.213759e-04 1.169650e-04 1.137470e-04 1.135295e-04
[21,] 1.411613e-04 1.364748e-04 1.308001e-04 1.264826e-04 1.257679e-04
[22,] 1.553859e-04 1.506110e-04 1.449894e-04 1.412229e-04 1.420015e-04
[23,] 1.675182e-04 1.637451e-04 1.596239e-04 1.581706e-04 1.622562e-04
[24,] 1.767889e-04 1.750339e-04 1.737132e-04 1.758807e-04 1.841122e-04
[25,] 1.821092e-04 1.830996e-04 1.852811e-04 1.913239e-04 2.030257e-04
[26,] 1.823357e-04 1.861774e-04 1.915878e-04 2.004647e-04 2.135598e-04
[27,] 1.763772e-04 1.824154e-04 1.898296e-04 1.995525e-04 2.113754e-04
[28,] 1.636379e-04 1.706727e-04 1.783733e-04 1.868088e-04 1.952322e-04
[29,] 1.447063e-04 1.514323e-04 1.578780e-04 1.636244e-04 1.679473e-04
[30,] 1.216349e-04 1.271169e-04 1.315547e-04 1.345076e-04 1.356750e-04
[31,] 9.753262e-05 1.015858e-04 1.043567e-04 1.056753e-04 1.057011e-04
[32,] 7.580990e-05 7.909129e-05 8.139720e-05 8.280305e-05 8.365095e-05
[33,] 5.937713e-05 6.298959e-05 6.611674e-05 6.883820e-05 7.135607e-05
[34,] 4.979385e-05 5.450730e-05 5.892090e-05 6.292212e-05 6.646384e-05
[35,] 4.653333e-05 5.213030e-05 5.707950e-05 6.111157e-05 6.408426e-05
[36,] 4.694308e-05 5.222261e-05 5.618656e-05 5.863740e-05 5.958638e-05
[37,] 4.732750e-05 5.081769e-05 5.247997e-05 5.240504e-05 5.088346e-05
[38,] 4.473320e-05 4.558722e-05 4.461745e-05 4.223012e-05 3.891443e-05
[39,] 3.830582e-05 3.672975e-05 3.385262e-05 3.022929e-05 2.634994e-05
[40,] 2.932299e-05 2.631020e-05 2.274387e-05 1.910493e-05 1.572139e-05
[41,] 2.003560e-05 1.673094e-05 1.350970e-05 1.064321e-05 8.252289e-06
[42,] 1.229324e-05 9.485234e-06 7.113140e-06 5.233269e-06 3.813132e-06
[43,] 6.852828e-06 4.838372e-06 3.341447e-06 2.280619e-06 1.555219e-06
[44,] 3.523184e-06 2.250936e-06 1.415608e-06 8.876614e-07 5.629898e-07
[45,] 1.693655e-06 9.700650e-07 5.488181e-07 3.122428e-07 1.825737e-07
[46,] 7.660197e-07 3.920994e-07 1.977704e-07 1.007956e-07 5.376152e-08
[47,] 3.243711e-07 1.491289e-07 6.697014e-08 3.032422e-08 1.461159e-08
[48,] 1.268265e-07 5.294530e-08 2.132505e-08 8.583314e-09 3.719321e-09
[49,] 4.501906e-08 1.727710e-08 6.320304e-09 2.282443e-09 8.923844e-10
[50,] 1.429130e-08 5.095285e-09 1.715151e-09 5.634223e-10 2.007186e-10
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 1.781146e-10 5.433170e-10 1.543950e-09 4.092491e-09 1.013822e-08
 [2,] 9.173435e-10 2.627100e-09 7.010667e-09 1.744963e-08 4.057485e-08
 [3,] 4.158536e-09 1.116758e-08 2.795790e-08 6.528896e-08 1.424044e-07
 [4,] 1.663217e-08 4.183045e-08 9.813504e-08 2.148099e-07 4.391430e-07
 [5,] 5.884106e-08 1.384199e-07 3.039758e-07 6.230728e-07 1.192850e-06
 [6,] 1.846684e-07 4.058486e-07 8.334607e-07 1.598355e-06 2.863338e-06
 [7,] 5.158890e-07 1.058095e-06 2.030525e-06 3.641066e-06 6.100427e-06
 [8,] 1.288231e-06 2.463838e-06 4.417052e-06 7.405770e-06 1.160607e-05
 [9,] 2.891019e-06 5.154113e-06 8.635604e-06 1.355005e-05 1.988763e-05
[10,] 5.871103e-06 9.760095e-06 1.530591e-05 2.252864e-05 3.106263e-05
[11,] 1.087829e-05 1.688800e-05 2.486253e-05 3.447526e-05 4.490341e-05
[12,] 1.854689e-05 2.697258e-05 3.745484e-05 4.924092e-05 6.107917e-05
[13,] 2.930293e-05 4.011414e-05 5.287012e-05 6.642054e-05 7.922616e-05
[14,] 4.307012e-05 5.583750e-05 7.033067e-05 8.511500e-05 9.854918e-05
[15,] 5.893179e-05 7.281033e-05 8.820973e-05 1.035700e-04 1.173267e-04
[16,] 7.504495e-05 8.887096e-05 1.041518e-04 1.193930e-04 1.332622e-04
[17,] 8.922229e-05 1.018282e-04 1.161212e-04 1.308768e-04 1.450827e-04
[18,] 1.001847e-04 1.109250e-04 1.240672e-04 1.387879e-04 1.543166e-04
[19,] 1.087103e-04 1.179565e-04 1.308831e-04 1.469876e-04 1.654139e-04
[20,] 1.176462e-04 1.268923e-04 1.414590e-04 1.607963e-04 1.834396e-04
[21,] 1.305127e-04 1.418826e-04 1.600248e-04 1.837782e-04 2.105715e-04
[22,] 1.494859e-04 1.647526e-04 1.873187e-04 2.149156e-04 2.436934e-04
[23,] 1.738602e-04 1.933863e-04 2.192537e-04 2.479676e-04 2.747733e-04
[24,] 1.996556e-04 2.218256e-04 2.478881e-04 2.735626e-04 2.940826e-04
[25,] 2.205561e-04 2.421458e-04 2.643866e-04 2.831138e-04 2.946138e-04
[26,] 2.300177e-04 2.474687e-04 2.626841e-04 2.725841e-04 2.752254e-04
[27,] 2.238785e-04 2.348573e-04 2.420887e-04 2.441299e-04 2.408169e-04
[28,] 2.023216e-04 2.067070e-04 2.075526e-04 2.049322e-04 1.998196e-04
[29,] 1.701476e-04 1.699242e-04 1.676108e-04 1.641501e-04 1.607839e-04
[30,] 1.351008e-04 1.332794e-04 1.310997e-04 1.296163e-04 1.296986e-04
[31,] 1.049301e-04 1.041080e-04 1.040613e-04 1.054715e-04 1.086308e-04
[32,] 8.444583e-05 8.572909e-05 8.794819e-05 9.132249e-05 9.571803e-05
[33,] 7.390395e-05 7.667850e-05 7.978224e-05 8.316097e-05 8.654825e-05
[34,] 6.953319e-05 7.212968e-05 7.423497e-05 7.577436e-05 7.659663e-05
[35,] 6.596392e-05 6.678755e-05 6.661726e-05 6.551224e-05 6.353927e-05
[36,] 5.918087e-05 5.762045e-05 5.510395e-05 5.182968e-05 4.803677e-05
[37,] 4.826869e-05 4.487864e-05 4.097316e-05 3.679626e-05 3.263505e-05
[38,] 3.509532e-05 3.107443e-05 2.706077e-05 2.324343e-05 1.984604e-05
[39,] 2.254626e-05 1.899746e-05 1.580048e-05 1.304490e-05 1.084713e-05
[40,] 1.275005e-05 1.022924e-05 8.154413e-06 6.531769e-06 5.389522e-06
[41,] 6.339970e-06 4.852468e-06 3.732925e-06 2.946747e-06 2.477374e-06
[42,] 2.774320e-06 2.033694e-06 1.527743e-06 1.216619e-06 1.073963e-06
[43,] 1.071520e-06 7.576465e-07 5.662878e-07 4.685898e-07 4.445357e-07
[44,] 3.674289e-07 2.535424e-07 1.935007e-07 1.711321e-07 1.753082e-07
[45,] 1.129718e-07 7.739130e-08 6.208563e-08 5.955360e-08 6.482099e-08
[46,] 3.159737e-08 2.194528e-08 1.892191e-08 1.955423e-08 2.198897e-08
[47,] 8.179998e-09 5.871362e-09 5.466695e-09 5.941438e-09 6.710541e-09
[48,] 1.990100e-09 1.489739e-09 1.475200e-09 1.636609e-09 1.816316e-09
[49,] 4.577296e-10 3.554280e-10 3.643996e-10 4.020614e-10 4.320527e-10
[50,] 9.885563e-11 7.833573e-11 8.089266e-11 8.711777e-11 8.982956e-11
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 2.353500e-08 5.136936e-08 1.058314e-07 2.066241e-07 3.836482e-07
 [2,] 8.834524e-08 1.806733e-07 3.483309e-07 6.356601e-07 1.102203e-06
 [3,] 2.906854e-07 5.568421e-07 1.004506e-06 1.713212e-06 2.773802e-06
 [4,] 8.398671e-07 1.506355e-06 2.541858e-06 4.051042e-06 6.123739e-06
 [5,] 2.135923e-06 3.584883e-06 5.656494e-06 8.422580e-06 1.188733e-05
 [6,] 4.797035e-06 7.530231e-06 1.110693e-05 1.545103e-05 2.036701e-05
 [7,] 9.558374e-06 1.403007e-05 1.934508e-05 2.515348e-05 3.100192e-05
 [8,] 1.701182e-05 2.336117e-05 3.014040e-05 3.669305e-05 4.241081e-05
 [9,] 2.731444e-05 3.516665e-05 4.258161e-05 4.874821e-05 5.318706e-05
[10,] 4.013027e-05 4.868054e-05 5.568361e-05 6.048549e-05 6.306986e-05
[11,] 5.495095e-05 6.336570e-05 6.925559e-05 7.243306e-05 7.351842e-05
[12,] 7.152397e-05 7.939230e-05 8.419193e-05 8.632183e-05 8.692757e-05
[13,] 8.981666e-05 9.729139e-05 1.016384e-04 1.037086e-04 1.048311e-04
[14,] 1.093213e-04 1.168863e-04 1.215945e-04 1.244381e-04 1.265197e-04
[15,] 1.284292e-04 1.366264e-04 1.423807e-04 1.464567e-04 1.493879e-04
[16,] 1.449863e-04 1.544315e-04 1.618439e-04 1.674077e-04 1.708801e-04
[17,] 1.581307e-04 1.697009e-04 1.794428e-04 1.866822e-04 1.903771e-04
[18,] 1.699069e-04 1.846307e-04 1.971880e-04 2.059418e-04 2.092732e-04
[19,] 1.848049e-04 2.032035e-04 2.181941e-04 2.273720e-04 2.290388e-04
[20,] 2.069491e-04 2.281392e-04 2.436788e-04 2.509524e-04 2.488788e-04
[21,] 2.366808e-04 2.579285e-04 2.707094e-04 2.730201e-04 2.650730e-04
[22,] 2.689431e-04 2.862340e-04 2.926319e-04 2.875408e-04 2.727938e-04
[23,] 2.948084e-04 3.044314e-04 3.022526e-04 2.894399e-04 2.691470e-04
[24,] 3.055212e-04 3.059191e-04 2.957663e-04 2.776257e-04 2.550603e-04
[25,] 2.967350e-04 2.894623e-04 2.747157e-04 2.554634e-04 2.345527e-04
[26,] 2.703777e-04 2.594402e-04 2.447410e-04 2.285401e-04 2.121935e-04
[27,] 2.332420e-04 2.232114e-04 2.124257e-04 2.017614e-04 1.909853e-04
[28,] 1.936754e-04 1.877940e-04 1.827006e-04 1.778822e-04 1.719946e-04
[29,] 1.585567e-04 1.578269e-04 1.580062e-04 1.576744e-04 1.550627e-04
[30,] 1.316623e-04 1.350294e-04 1.385468e-04 1.405104e-04 1.393095e-04
[31,] 1.132493e-04 1.184067e-04 1.227198e-04 1.247194e-04 1.233135e-04
[32,] 1.005783e-04 1.049776e-04 1.078335e-04 1.082310e-04 1.057300e-04
[33,] 8.946155e-05 9.129478e-05 9.150466e-05 8.981945e-05 8.635846e-05
[34,] 7.650511e-05 7.534800e-05 7.313089e-05 7.008161e-05 6.660522e-05
[35,] 6.082066e-05 5.759005e-05 5.420998e-05 5.111357e-05 4.866792e-05
[36,] 4.404975e-05 4.028311e-05 3.718058e-05 3.509461e-05 3.414452e-05
[37,] 2.884353e-05 2.580358e-05 2.382941e-05 2.304982e-05 2.331745e-05
[38,] 1.712534e-05 1.531262e-05 1.452551e-05 1.469013e-05 1.551186e-05
[39,] 9.331463e-06 8.575330e-06 8.549748e-06 9.085085e-06 9.882883e-06
[40,] 4.753370e-06 4.607503e-06 4.864047e-06 5.357486e-06 5.870680e-06
[41,] 2.304971e-06 2.383934e-06 2.631576e-06 2.934189e-06 3.169624e-06
[42,] 1.072294e-06 1.172262e-06 1.320453e-06 1.456507e-06 1.526603e-06
[43,] 4.745711e-07 5.353201e-07 6.001832e-07 6.438268e-07 6.481848e-07
[44,] 1.958021e-07 2.218427e-07 2.428885e-07 2.506276e-07 2.409396e-07
[45,] 7.362534e-08 8.197984e-08 8.656199e-08 8.536284e-08 7.810028e-08
[46,] 2.477066e-08 2.670728e-08 2.699212e-08 2.534535e-08 2.202867e-08
[47,] 7.363791e-09 7.617858e-09 7.337469e-09 6.546916e-09 5.400022e-09
[48,] 1.919380e-09 1.895000e-09 1.735289e-09 1.469604e-09 1.149710e-09
[49,] 4.366700e-10 4.102031e-10 3.566347e-10 2.864969e-10 2.125226e-10
[50,] 8.649028e-11 7.717408e-11 6.365512e-11 4.848961e-11 3.410035e-11
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 6.790370e-07 1.146408e-06 1.843851e-06 2.817132e-06 4.072901e-06
 [2,] 1.821359e-06 2.872542e-06 4.322180e-06 6.191071e-06 8.413432e-06
 [3,] 4.278430e-06 6.301510e-06 8.867661e-06 1.190788e-05 1.521765e-05
 [4,] 8.815943e-06 1.212599e-05 1.596284e-05 2.011056e-05 2.420754e-05
 [5,] 1.597634e-05 2.053344e-05 2.531641e-05 2.999021e-05 3.413299e-05
 [6,] 2.557592e-05 3.076687e-05 3.563502e-05 3.989123e-05 4.325478e-05
 [7,] 3.645491e-05 4.120513e-05 4.511752e-05 4.818797e-05 5.044561e-05
 [8,] 4.692958e-05 5.023519e-05 5.261811e-05 5.449026e-05 5.614595e-05
 [9,] 5.593210e-05 5.751171e-05 5.871449e-05 6.022772e-05 6.230208e-05
[10,] 6.408937e-05 6.462015e-05 6.571872e-05 6.795778e-05 7.113781e-05
[11,] 7.372298e-05 7.437234e-05 7.635209e-05 7.970409e-05 8.354835e-05
[12,] 8.744224e-05 8.898704e-05 9.187682e-05 9.544132e-05 9.824476e-05
[13,] 1.062194e-04 1.084178e-04 1.110285e-04 1.128431e-04 1.123213e-04
[14,] 1.284826e-04 1.301641e-04 1.306346e-04 1.286067e-04 1.230194e-04
[15,] 1.510938e-04 1.508452e-04 1.476021e-04 1.405564e-04 1.296006e-04
[16,] 1.715223e-04 1.683915e-04 1.608522e-04 1.490315e-04 1.339546e-04
[17,] 1.894097e-04 1.831020e-04 1.716819e-04 1.564159e-04 1.392850e-04
[18,] 2.061554e-04 1.966760e-04 1.822041e-04 1.650399e-04 1.476484e-04
[19,] 2.228422e-04 2.100308e-04 1.931218e-04 1.750518e-04 1.581535e-04
[20,] 2.383166e-04 2.218108e-04 2.027089e-04 1.839827e-04 1.672597e-04
[21,] 2.491876e-04 2.289394e-04 2.078823e-04 1.883740e-04 1.709976e-04
[22,] 2.519103e-04 2.288010e-04 2.064523e-04 1.861315e-04 1.674062e-04
[23,] 2.452911e-04 2.211932e-04 1.986412e-04 1.777224e-04 1.573991e-04
[24,] 2.313290e-04 2.084062e-04 1.866968e-04 1.654721e-04 1.437249e-04
[25,] 2.137743e-04 1.935369e-04 1.732163e-04 1.519228e-04 1.292613e-04
[26,] 1.958410e-04 1.787104e-04 1.598312e-04 1.387669e-04 1.160067e-04
[27,] 1.790233e-04 1.646310e-04 1.471249e-04 1.268159e-04 1.049641e-04
[28,] 1.634641e-04 1.512110e-04 1.351543e-04 1.162761e-04 9.624871e-05
[29,] 1.487195e-04 1.380712e-04 1.236260e-04 1.067455e-04 8.912605e-05
[30,] 1.339775e-04 1.245096e-04 1.118041e-04 9.727491e-05 8.234739e-05
[31,] 1.181422e-04 1.096538e-04 9.886989e-05 8.697006e-05 7.491322e-05
[32,] 1.005006e-04 9.320952e-05 8.471360e-05 7.572797e-05 6.664077e-05
[33,] 8.157925e-05 7.606249e-05 7.024584e-05 6.425720e-05 5.794018e-05
[34,] 6.312296e-05 5.986501e-05 5.673268e-05 5.332344e-05 4.912448e-05
[35,] 4.700640e-05 4.591451e-05 4.484881e-05 4.311218e-05 4.012366e-05
[36,] 3.411605e-05 3.446531e-05 3.445613e-05 3.339719e-05 3.088618e-05
[37,] 2.419390e-05 2.503898e-05 2.519091e-05 2.417648e-05 2.186422e-05
[38,] 1.651955e-05 1.718225e-05 1.706423e-05 1.595864e-05 1.394210e-05
[39,] 1.057861e-05 1.083933e-05 1.046122e-05 9.426100e-06 7.892065e-06
[40,] 6.186877e-06 6.149807e-06 5.707436e-06 4.919962e-06 3.928858e-06
[41,] 3.238584e-06 3.091939e-06 2.741901e-06 2.251942e-06 1.710466e-06
[42,] 1.497576e-06 1.365187e-06 1.152612e-06 8.998485e-07 6.490964e-07
[43,] 6.070001e-07 5.265987e-07 4.224443e-07 3.130986e-07 2.143041e-07
[44,] 2.146989e-07 1.769358e-07 1.347182e-07 9.472332e-08 6.149047e-08
[45,] 6.610560e-08 5.169948e-08 3.733840e-08 2.489636e-08 1.532401e-08
[46,] 1.769370e-08 1.312478e-08 8.988282e-09 5.682145e-09 3.315654e-09
[47,] 4.113783e-09 2.893414e-09 1.878586e-09 1.125822e-09 6.227451e-10
[48,] 8.304703e-10 5.537554e-10 3.408239e-10 1.936165e-10 1.015186e-10
[49,] 1.455332e-10 9.199009e-11 5.366858e-11 2.889942e-11 1.436294e-11
[50,] 2.213598e-11 1.326297e-11 7.334538e-12 3.743599e-12 1.763549e-12
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 5.548904e-06 7.096334e-06 8.491569e-06 9.484997e-06 9.874992e-06
 [2,] 1.080473e-05 1.306306e-05 1.482192e-05 1.574844e-05 1.565120e-05
 [3,] 1.844376e-05 2.112756e-05 2.281046e-05 2.317068e-05 2.213214e-05
 [4,] 2.776967e-05 3.027644e-05 3.130573e-05 3.066533e-05 2.845806e-05
 [5,] 3.727893e-05 3.900656e-05 3.904824e-05 3.737153e-05 3.419117e-05
 [6,] 4.545616e-05 4.626658e-05 4.554572e-05 4.328335e-05 3.961662e-05
 [7,] 5.185561e-05 5.227268e-05 5.146652e-05 4.920904e-05 4.539118e-05
 [8,] 5.757642e-05 5.842271e-05 5.809130e-05 5.598955e-05 5.178643e-05
 [9,] 6.459019e-05 6.623569e-05 6.618404e-05 6.359130e-05 5.816291e-05
[10,] 7.430431e-05 7.607473e-05 7.514758e-05 7.078751e-05 6.309216e-05
[11,] 8.637368e-05 8.658518e-05 8.308767e-05 7.567259e-05 6.506878e-05
[12,] 9.861755e-05 9.528073e-05 8.780991e-05 7.676668e-05 6.347959e-05
[13,] 1.082095e-04 1.000343e-04 8.827646e-05 7.418915e-05 5.937858e-05
[14,] 1.135263e-04 1.006731e-04 8.571570e-05 7.020062e-05 5.551670e-05
[15,] 1.154850e-04 9.959916e-05 8.350886e-05 6.848732e-05 5.524887e-05
[16,] 1.172712e-04 1.007064e-04 8.551606e-05 7.220759e-05 6.062063e-05
[17,] 1.223257e-04 1.069536e-04 9.359974e-05 8.181450e-05 7.074091e-05
[18,] 1.318131e-04 1.181134e-04 1.059667e-04 9.418163e-05 8.170606e-05
[19,] 1.434185e-04 1.303870e-04 1.176883e-04 1.039267e-04 8.845249e-05
[20,] 1.524914e-04 1.383791e-04 1.233070e-04 1.062896e-04 8.748275e-05
[21,] 1.547975e-04 1.381551e-04 1.198306e-04 9.966077e-05 7.863384e-05
[22,] 1.488839e-04 1.292496e-04 1.080807e-04 8.608863e-05 6.477509e-05
[23,] 1.364684e-04 1.144062e-04 9.171747e-05 6.971627e-05 4.994945e-05
[24,] 1.209795e-04 9.768114e-05 7.505140e-05 5.457819e-05 3.745524e-05
[25,] 1.057189e-04 8.254744e-05 6.128292e-05 4.319528e-05 2.893332e-05
[26,] 9.286549e-05 7.100782e-05 5.187868e-05 3.631460e-05 2.445754e-05
[27,] 8.332425e-05 6.355003e-05 4.674388e-05 3.330965e-05 2.307882e-05
[28,] 7.684410e-05 5.942178e-05 4.469274e-05 3.277724e-05 2.342826e-05
[29,] 7.225913e-05 5.710771e-05 4.407387e-05 3.317036e-05 2.423736e-05
[30,] 6.808007e-05 5.504725e-05 4.345013e-05 3.331615e-05 2.464875e-05
[31,] 6.326585e-05 5.226300e-05 4.199613e-05 3.258074e-05 2.421256e-05
[32,] 5.754647e-05 4.843360e-05 3.938520e-05 3.067039e-05 2.269308e-05
[33,] 5.104809e-05 4.348415e-05 3.544798e-05 2.741569e-05 1.998104e-05
[34,] 4.378180e-05 3.730464e-05 3.010205e-05 2.284251e-05 1.621916e-05
[35,] 3.566080e-05 2.995818e-05 2.361859e-05 1.738952e-05 1.191753e-05
[36,] 2.695193e-05 2.202959e-05 1.678680e-05 1.188933e-05 7.811089e-06
[37,] 1.849205e-05 1.455983e-05 1.064215e-05 7.208421e-06 4.519545e-06
[38,] 1.132657e-05 8.534091e-06 5.954136e-06 3.842884e-06 2.292965e-06
[39,] 6.123978e-06 4.397703e-06 2.920063e-06 1.791843e-06 1.015775e-06
[40,] 2.902278e-06 1.981692e-06 1.250130e-06 7.283992e-07 3.919189e-07
[41,] 1.200580e-06 7.784003e-07 4.660588e-07 2.576532e-07 1.315049e-07
[42,] 4.324381e-07 2.660203e-07 1.510854e-07 7.921537e-08 3.833987e-08
[43,] 1.354320e-07 7.901334e-08 4.255353e-08 2.115467e-08 9.707301e-09
[44,] 3.684914e-08 2.038386e-08 1.040801e-08 4.905229e-09 2.133801e-09
[45,] 8.706372e-09 4.565776e-09 2.210012e-09 9.873503e-10 4.071363e-10
[46,] 1.785797e-09 8.877535e-10 4.073282e-10 1.724983e-10 6.742349e-11
[47,] 3.179394e-10 1.498191e-10 6.515918e-11 2.615578e-11 9.690410e-12
[48,] 4.912872e-11 2.194366e-11 9.046174e-12 3.441927e-12 1.208700e-12
[49,] 6.588402e-12 2.789317e-12 1.089923e-12 3.930728e-13 1.308366e-13
[50,] 7.667715e-13 3.076975e-13 1.139622e-13 3.895616e-14 1.229051e-14
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 9.576869e-06 8.653770e-06 7.293730e-06 5.744740e-06 4.239337e-06
 [2,] 1.454807e-05 1.265999e-05 1.033392e-05 7.933541e-06 5.746609e-06
 [3,] 1.989170e-05 1.685098e-05 1.348799e-05 1.022877e-05 7.367265e-06
 [4,] 2.504767e-05 2.094428e-05 1.666617e-05 1.263409e-05 9.123701e-06
 [5,] 2.990810e-05 2.500952e-05 1.997373e-05 1.520529e-05 1.100122e-05
 [6,] 3.482206e-05 2.928913e-05 2.347781e-05 1.785776e-05 1.283457e-05
 [7,] 4.012423e-05 3.377901e-05 2.693510e-05 2.025069e-05 1.430294e-05
 [8,] 4.558876e-05 3.795598e-05 2.974763e-05 2.187333e-05 1.505370e-05
 [9,] 5.028405e-05 4.089732e-05 3.119590e-05 2.227322e-05 1.486742e-05
[10,] 5.294703e-05 4.171305e-05 3.079917e-05 2.129605e-05 1.378842e-05
[11,] 5.266890e-05 4.007436e-05 2.865357e-05 1.926518e-05 1.219973e-05
[12,] 4.960177e-05 3.664165e-05 2.563544e-05 1.703685e-05 1.079881e-05
[13,] 4.534352e-05 3.314584e-05 2.329213e-05 1.580355e-05 1.038862e-05
[14,] 4.259829e-05 3.185137e-05 2.326112e-05 1.657766e-05 1.148120e-05
[15,] 4.395487e-05 3.441724e-05 2.635048e-05 1.954371e-05 1.390439e-05
[16,] 5.026658e-05 4.071134e-05 3.180860e-05 2.371082e-05 1.671630e-05
[17,] 5.967665e-05 4.843943e-05 3.739892e-05 2.723401e-05 1.859688e-05
[18,] 6.818492e-05 5.409068e-05 4.044355e-05 2.833863e-05 1.853954e-05
[19,] 7.166412e-05 5.477544e-05 3.925728e-05 2.627825e-05 1.638816e-05
[20,] 6.808084e-05 4.975807e-05 3.400304e-05 2.166539e-05 1.284826e-05
[21,] 5.841483e-05 4.064999e-05 2.641268e-05 1.599233e-05 9.012668e-06
[22,] 4.577879e-05 3.027865e-05 1.870241e-05 1.077681e-05 5.791771e-06
[23,] 3.360879e-05 2.119768e-05 1.252692e-05 6.941279e-06 3.612747e-06
[24,] 2.423687e-05 1.480220e-05 8.553054e-06 4.692488e-06 2.454517e-06
[25,] 1.846967e-05 1.128207e-05 6.623313e-06 3.749945e-06 2.050738e-06
[26,] 1.591889e-05 1.004531e-05 6.149971e-06 3.645008e-06 2.082062e-06
[27,] 1.556498e-05 1.019768e-05 6.459985e-06 3.932520e-06 2.286120e-06
[28,] 1.626157e-05 1.089697e-05 7.003142e-06 4.289590e-06 2.491181e-06
[29,] 1.708612e-05 1.154158e-05 7.423902e-06 4.523527e-06 2.600186e-06
[30,] 1.747026e-05 1.178478e-05 7.524509e-06 4.527554e-06 2.558420e-06
[31,] 1.711423e-05 1.143777e-05 7.193703e-06 4.242256e-06 2.338972e-06
[32,] 1.585208e-05 1.040284e-05 6.389383e-06 3.662403e-06 1.954872e-06
[33,] 1.365387e-05 8.715718e-06 5.182974e-06 2.865528e-06 1.470671e-06
[34,] 1.073779e-05 6.611757e-06 3.779668e-06 2.003332e-06 9.835272e-07
[35,] 7.585347e-06 4.476906e-06 2.447438e-06 1.238297e-06 5.795020e-07
[36,] 4.753911e-06 2.677783e-06 1.395081e-06 6.719150e-07 2.990643e-07
[37,] 2.620966e-06 1.405111e-06 6.961092e-07 3.185964e-07 1.346820e-07
[38,] 1.264310e-06 6.440142e-07 3.029908e-07 1.316393e-07 5.280937e-08
[39,] 5.318406e-07 2.571456e-07 1.147986e-07 4.731667e-08 1.800451e-08
[40,] 1.947052e-07 8.930440e-08 3.781390e-08 1.478055e-08 5.333009e-09
[41,] 6.196229e-08 2.695066e-08 1.082057e-08 4.010114e-09 1.371762e-09
[42,] 1.712883e-08 7.063632e-09 2.688695e-09 9.446272e-10 3.063226e-10
[43,] 4.111514e-09 1.607345e-09 5.799819e-10 1.931584e-10 5.937493e-11
[44,] 8.567322e-10 3.174894e-10 1.085933e-10 3.428179e-11 9.988699e-12
[45,] 1.549519e-10 5.443028e-11 1.764690e-11 5.280553e-12 1.458384e-12
[46,] 2.432323e-11 8.098674e-12 2.488789e-12 7.058994e-13 1.847896e-13
[47,] 3.313580e-12 1.045763e-12 3.046134e-13 8.189243e-14 2.031971e-14
[48,] 3.917554e-13 1.171900e-13 3.235526e-14 8.244752e-15 1.939048e-15
[49,] 4.019425e-14 1.139665e-14 2.982418e-15 7.203404e-16 1.605776e-16
[50,] 3.578833e-15 9.618139e-16 2.385715e-16 5.461646e-17 1.154001e-17

> 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  
     800537       -11504  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/79tez1194006186.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]  510.5044  644.4022  778.2999  912.1977 1046.0955 1179.9933 1313.8911
 [8] 1447.7888 1581.6866 1715.5844 1849.4822 1983.3800 2117.2777 2251.1755
[15] 2385.0733 2518.9711 2652.8689 2786.7666 2920.6644 3054.5622 3188.4600
[22] 3322.3578 3456.2555 3590.1533 3724.0511 3857.9489 3991.8467 4125.7445
[29] 4259.6422 4393.5400 4527.4378 4661.3356 4795.2334 4929.1311 5063.0289
[36] 5196.9267 5330.8245 5464.7223 5598.6200 5732.5178 5866.4156 6000.3134
[43] 6134.2112 6268.1089 6402.0067 6535.9045 6669.8023 6803.7001 6937.5978
[50] 7071.4956

$yords
 [1] 425686.8 430426.2 435165.7 439905.2 444644.7 449384.2 454123.6 458863.1
 [9] 463602.6 468342.1 473081.6 477821.0 482560.5 487300.0 492039.5 496779.0
[17] 501518.4 506257.9 510997.4 515736.9 520476.3 525215.8 529955.3 534694.8
[25] 539434.3 544173.7 548913.2 553652.7 558392.2 563131.7 567871.1 572610.6
[33] 577350.1 582089.6 586829.0 591568.5 596308.0 601047.5 605787.0 610526.4
[41] 615265.9 620005.4 624744.9 629484.4 634223.8 638963.3 643702.8 648442.3
[49] 653181.8 657921.2

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.078359e-09 1.866298e-09 3.034142e-09 4.633940e-09 6.649625e-09
 [2,] 1.398034e-09 2.454995e-09 4.052274e-09 6.287029e-09 9.169242e-09
 [3,] 1.685216e-09 2.991871e-09 4.999037e-09 7.859485e-09 1.162656e-08
 [4,] 1.929033e-09 3.439829e-09 5.785646e-09 9.174360e-09 1.371193e-08
 [5,] 2.169054e-09 3.845652e-09 6.452331e-09 1.023740e-08 1.535245e-08
 [6,] 2.497412e-09 4.352042e-09 7.202168e-09 1.131109e-08 1.685035e-08
 [7,] 3.032320e-09 5.158215e-09 8.349516e-09 1.285795e-08 1.883733e-08
 [8,] 3.871565e-09 6.439476e-09 1.019150e-08 1.535137e-08 2.201908e-08
 [9,] 5.047452e-09 8.263094e-09 1.286125e-08 1.903758e-08 2.681711e-08
[10,] 6.503972e-09 1.054212e-08 1.623861e-08 2.377370e-08 3.309665e-08
[11,] 8.102420e-09 1.304545e-08 1.996094e-08 2.902776e-08 4.013272e-08
[12,] 9.645557e-09 1.544892e-08 2.351668e-08 3.402959e-08 4.682637e-08
[13,] 1.090707e-08 1.739679e-08 2.636362e-08 3.797888e-08 5.203868e-08
[14,] 1.166427e-08 1.855688e-08 2.802525e-08 4.021280e-08 5.487066e-08
[15,] 1.174224e-08 1.867731e-08 2.816323e-08 4.030331e-08 5.480469e-08
[16,] 1.107015e-08 1.765477e-08 2.664903e-08 3.811915e-08 5.174441e-08
[17,] 9.728779e-09 1.559776e-08 2.363363e-08 3.388202e-08 4.602687e-08
[18,] 7.957345e-09 1.284289e-08 1.957156e-08 2.818736e-08 3.841660e-08
[19,] 6.105610e-09 9.896128e-09 1.515420e-08 2.193183e-08 3.002394e-08
[20,] 4.552149e-09 7.317852e-09 1.116157e-08 1.613759e-08 2.211312e-08
[21,] 3.628478e-09 5.607032e-09 8.299573e-09 1.174301e-08 1.585648e-08
[22,] 3.572498e-09 5.126996e-09 7.089303e-09 9.449777e-09 1.214091e-08
[23,] 4.500502e-09 6.067146e-09 7.814896e-09 9.653033e-09 1.147787e-08
[24,] 6.372177e-09 8.403053e-09 1.048208e-08 1.240201e-08 1.396881e-08
[25,] 8.947302e-09 1.184038e-08 1.475344e-08 1.733408e-08 1.924727e-08
[26,] 1.177613e-08 1.578904e-08 1.990342e-08 2.361169e-08 2.640353e-08
[27,] 1.428097e-08 1.944985e-08 2.489881e-08 2.998469e-08 3.401938e-08
[28,] 1.594251e-08 2.205123e-08 2.867565e-08 3.508759e-08 4.045931e-08
[29,] 1.652017e-08 2.316082e-08 3.054562e-08 3.792882e-08 4.441424e-08
[30,] 1.617823e-08 2.290023e-08 3.052195e-08 3.833830e-08 4.546284e-08
[31,] 1.541672e-08 2.190349e-08 2.933689e-08 3.707681e-08 4.429794e-08
[32,] 1.481722e-08 2.099865e-08 2.807968e-08 3.546704e-08 4.239874e-08
[33,] 1.473477e-08 2.076957e-08 2.762177e-08 3.469892e-08 4.125859e-08
[34,] 1.511131e-08 2.124498e-08 2.814920e-08 3.518851e-08 4.157951e-08
[35,] 1.551860e-08 2.189553e-08 2.907368e-08 3.636200e-08 4.289769e-08
[36,] 1.540142e-08 2.193608e-08 2.937071e-08 3.698855e-08 4.385795e-08
[37,] 1.437549e-08 2.075125e-08 2.813966e-08 3.585867e-08 4.296755e-08
[38,] 1.241244e-08 1.820079e-08 2.506146e-08 3.241112e-08 3.938394e-08
[39,] 9.826275e-09 1.465385e-08 2.051674e-08 2.697198e-08 3.330200e-08
[40,] 7.099841e-09 1.077464e-08 1.534989e-08 2.053021e-08 2.578344e-08
[41,] 4.671601e-09 7.216728e-09 1.046510e-08 1.424638e-08 1.820907e-08
[42,] 2.796206e-09 4.397737e-09 6.492496e-09 8.998053e-09 1.170870e-08
[43,] 1.521711e-09 2.436756e-09 3.662844e-09 5.168845e-09 6.849019e-09
[44,] 7.527438e-10 1.227346e-09 1.878572e-09 2.699551e-09 3.643277e-09
[45,] 3.384263e-10 5.618756e-10 8.757587e-10 1.281716e-09 1.762262e-09
[46,] 1.382810e-10 2.337829e-10 3.710877e-10 5.532267e-10 7.752138e-10
[47,] 5.134956e-11 8.840688e-11 1.429296e-10 2.171113e-10 3.102333e-10
[48,] 1.732977e-11 3.038636e-11 5.004596e-11 7.748934e-11 1.130120e-10
[49,] 5.315527e-12 9.493538e-12 1.593317e-11 2.516346e-11 3.750941e-11
[50,] 1.481920e-12 2.696473e-12 4.613808e-12 7.439948e-12 1.136010e-11
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 8.968640e-09 1.137665e-08 1.358752e-08 1.530797e-08 1.631903e-08
 [2,] 1.257453e-08 1.622490e-08 1.971855e-08 2.261388e-08 2.454798e-08
 [3,] 1.618621e-08 2.121826e-08 2.621812e-08 3.059284e-08 3.381372e-08
 [4,] 1.931683e-08 2.566095e-08 3.217655e-08 3.815308e-08 4.291165e-08
 [5,] 2.175760e-08 2.914844e-08 3.694794e-08 4.439421e-08 5.071904e-08
 [6,] 2.380698e-08 3.190947e-08 4.061409e-08 4.918262e-08 5.684999e-08
 [7,] 2.626163e-08 3.486569e-08 4.414385e-08 5.342986e-08 6.205131e-08
 [8,] 3.010184e-08 3.928130e-08 4.904495e-08 5.879141e-08 6.798659e-08
 [9,] 3.599255e-08 4.612049e-08 5.660010e-08 6.682886e-08 7.638851e-08
[10,] 4.386134e-08 5.544435e-08 6.707320e-08 7.804778e-08 8.798435e-08
[11,] 5.279546e-08 6.619704e-08 7.934700e-08 9.136889e-08 1.018153e-07
[12,] 6.131745e-08 7.651554e-08 9.122525e-08 1.043743e-07 1.153897e-07
[13,] 6.787437e-08 8.438502e-08 1.002362e-07 1.142114e-07 1.256200e-07
[14,] 7.127654e-08 8.827630e-08 1.044870e-07 1.186463e-07 1.300193e-07
[15,] 7.091446e-08 8.747795e-08 1.031476e-07 1.167196e-07 1.275126e-07
[16,] 6.677139e-08 8.209043e-08 9.645090e-08 1.087823e-07 1.185342e-07
[17,] 5.935706e-08 7.285304e-08 8.540230e-08 9.610278e-08 1.045651e-07
[18,] 4.963914e-08 6.097163e-08 7.146944e-08 8.040525e-08 8.753724e-08
[19,] 3.893996e-08 4.797114e-08 5.636300e-08 6.355708e-08 6.942435e-08
[20,] 2.874083e-08 3.550476e-08 4.185189e-08 4.738506e-08 5.205561e-08
[21,] 2.042012e-08 2.510209e-08 2.954672e-08 3.351172e-08 3.701262e-08
[22,] 1.503043e-08 1.793832e-08 2.068771e-08 2.318666e-08 2.551904e-08
[23,] 1.318978e-08 1.471338e-08 1.602328e-08 1.717717e-08 1.835085e-08
[24,] 1.505316e-08 1.562941e-08 1.579250e-08 1.575294e-08 1.581686e-08
[25,] 2.027097e-08 2.037070e-08 1.972625e-08 1.870274e-08 1.777960e-08
[26,] 2.791108e-08 2.803352e-08 2.699298e-08 2.529923e-08 2.363571e-08
[27,] 3.646166e-08 3.709885e-08 3.614816e-08 3.423393e-08 3.224507e-08
[28,] 4.408891e-08 4.563439e-08 4.526743e-08 4.367982e-08 4.193060e-08
[29,] 4.919423e-08 5.181930e-08 5.239837e-08 5.164223e-08 5.071834e-08
[30,] 5.106085e-08 5.463128e-08 5.623567e-08 5.657436e-08 5.685983e-08
[31,] 5.020655e-08 5.431469e-08 5.667581e-08 5.797932e-08 5.944267e-08
[32,] 4.814659e-08 5.227454e-08 5.486496e-08 5.661504e-08 5.873926e-08
[33,] 4.660784e-08 5.035153e-08 5.260643e-08 5.409018e-08 5.602447e-08
[34,] 4.659847e-08 4.983330e-08 5.139574e-08 5.200591e-08 5.289351e-08
[35,] 4.786463e-08 5.075978e-08 5.161850e-08 5.110816e-08 5.043536e-08
[36,] 4.905210e-08 5.192889e-08 5.237805e-08 5.093909e-08 4.873065e-08
[37,] 4.846979e-08 5.159153e-08 5.204583e-08 5.018205e-08 4.695321e-08
[38,] 4.499900e-08 4.841486e-08 4.919284e-08 4.747176e-08 4.398052e-08
[39,] 3.863569e-08 4.215851e-08 4.335146e-08 4.217364e-08 3.911480e-08
[40,] 3.041569e-08 3.372652e-08 3.520453e-08 3.469662e-08 3.248553e-08
[41,] 2.185871e-08 2.466001e-08 2.618073e-08 2.623167e-08 2.495083e-08
[42,] 1.431000e-08 1.643839e-08 1.777666e-08 1.815803e-08 1.764239e-08
[43,] 8.525535e-09 9.979417e-09 1.100814e-08 1.149600e-08 1.147508e-08
[44,] 4.620885e-09 5.516115e-09 6.217388e-09 6.661908e-09 6.880124e-09
[45,] 2.278650e-09 2.777203e-09 3.206234e-09 3.542283e-09 3.820580e-09
[46,] 1.022705e-09 1.274807e-09 1.512843e-09 1.735534e-09 1.979038e-09
[47,] 4.180943e-10 5.344016e-10 6.553684e-10 7.883999e-10 9.648719e-10
[48,] 1.558837e-10 2.051280e-10 2.619802e-10 3.348011e-10 4.469382e-10
[49,] 5.311259e-11 7.238393e-11 9.731498e-11 1.341820e-10 1.981486e-10
[50,] 1.658772e-11 2.361518e-11 3.388791e-11 5.122079e-11 8.432351e-11
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.654402e-08 1.607329e-08 1.513183e-08 1.400058e-08 1.292304e-08
 [2,] 2.534739e-08 2.508426e-08 2.404882e-08 2.264469e-08 2.124853e-08
 [3,] 3.557434e-08 3.588897e-08 3.508281e-08 3.367017e-08 3.216769e-08
 [4,] 4.600288e-08 4.734876e-08 4.726097e-08 4.631705e-08 4.514011e-08
 [5,] 5.536526e-08 5.815803e-08 5.935004e-08 5.950879e-08 5.928550e-08
 [6,] 6.303464e-08 6.751025e-08 7.045863e-08 7.236817e-08 7.381295e-08
 [7,] 6.951219e-08 7.563053e-08 8.056316e-08 8.469423e-08 8.842935e-08
 [8,] 7.631543e-08 8.376011e-08 9.055613e-08 9.703075e-08 1.033910e-07
 [9,] 8.518435e-08 9.346111e-08 1.016625e-07 1.101750e-07 1.190658e-07
[10,] 9.697421e-08 1.055594e-07 1.144949e-07 1.243688e-07 1.352430e-07
[11,] 1.108748e-07 1.193433e-07 1.283168e-07 1.386910e-07 1.506767e-07
[12,] 1.244621e-07 1.325440e-07 1.410144e-07 1.510953e-07 1.632488e-07
[13,] 1.346031e-07 1.421663e-07 1.498549e-07 1.591385e-07 1.707340e-07
[14,] 1.387095e-07 1.457117e-07 1.526133e-07 1.609930e-07 1.717288e-07
[15,] 1.356507e-07 1.421067e-07 1.484225e-07 1.561479e-07 1.661817e-07
[16,] 1.259115e-07 1.318851e-07 1.379146e-07 1.454289e-07 1.552268e-07
[17,] 1.111000e-07 1.166905e-07 1.227089e-07 1.304308e-07 1.404974e-07
[18,] 9.326029e-08 9.855386e-08 1.046997e-07 1.128279e-07 1.234326e-07
[19,] 7.439318e-08 7.939418e-08 8.559940e-08 9.401088e-08 1.050261e-07
[20,] 5.627397e-08 6.086854e-08 6.686869e-08 7.515427e-08 8.607765e-08
[21,] 4.041299e-08 4.440267e-08 4.983731e-08 5.746467e-08 6.761646e-08
[22,] 2.800588e-08 3.119559e-08 3.575811e-08 4.229255e-08 5.109902e-08
[23,] 1.986000e-08 2.214671e-08 2.571256e-08 3.099816e-08 3.823540e-08
[24,] 1.635756e-08 1.777818e-08 2.045990e-08 2.469251e-08 3.059640e-08
[25,] 1.746267e-08 1.820274e-08 2.033190e-08 2.401866e-08 2.924068e-08
[26,] 2.270765e-08 2.309920e-08 2.517290e-08 2.902268e-08 3.447577e-08
[27,] 3.112192e-08 3.164234e-08 3.426559e-08 3.906132e-08 4.572128e-08
[28,] 4.118410e-08 4.242630e-08 4.624441e-08 5.271844e-08 6.142982e-08
[29,] 5.095934e-08 5.352252e-08 5.910830e-08 6.781105e-08 7.911990e-08
[30,] 5.851593e-08 6.280059e-08 7.047636e-08 8.162582e-08 9.564663e-08
[31,] 6.251536e-08 6.848532e-08 7.811918e-08 9.145220e-08 1.077817e-07
[32,] 6.268247e-08 6.972425e-08 8.060460e-08 9.529773e-08 1.130053e-07
[33,] 5.985420e-08 6.685563e-08 7.775716e-08 9.250241e-08 1.102389e-07
[34,] 5.551955e-08 6.118859e-08 7.066840e-08 8.394343e-08 1.001905e-07
[35,] 5.107333e-08 5.437941e-08 6.121523e-08 7.168956e-08 8.511190e-08
[36,] 4.719584e-08 4.773268e-08 5.131892e-08 5.824517e-08 6.804009e-08
[37,] 4.369762e-08 4.179767e-08 4.231932e-08 4.574049e-08 5.184705e-08
[38,] 3.987271e-08 3.643249e-08 3.474438e-08 3.542669e-08 3.850253e-08
[39,] 3.509043e-08 3.121009e-08 2.849393e-08 2.762382e-08 2.879783e-08
[40,] 2.924076e-08 2.585533e-08 2.322044e-08 2.200665e-08 2.251161e-08
[41,] 2.279665e-08 2.044782e-08 1.863916e-08 1.798087e-08 1.880897e-08
[42,] 1.653499e-08 1.533614e-08 1.463261e-08 1.495747e-08 1.665087e-08
[43,] 1.115459e-08 1.090462e-08 1.119217e-08 1.247879e-08 1.509757e-08
[44,] 7.026150e-09 7.381265e-09 8.322017e-09 1.025030e-08 1.349032e-08
[45,] 4.161599e-09 4.783868e-09 5.992828e-09 8.136823e-09 1.152630e-08
[46,] 2.337927e-09 2.980591e-09 4.149972e-09 6.138986e-09 9.232048e-09
[47,] 1.255509e-09 1.784587e-09 2.736185e-09 4.342992e-09 6.847944e-09
[48,] 6.472311e-10 1.021268e-09 1.699024e-09 2.851757e-09 4.669693e-09
[49,] 3.199201e-10 5.536652e-10 9.837381e-10 1.725559e-09 2.914429e-09
[50,] 1.506792e-10 2.815467e-10 5.268683e-10 9.574265e-10 1.660269e-09
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 1.203505e-08 1.134403e-08 1.076048e-08 1.016217e-08 9.459737e-09
 [2,] 2.009185e-08 1.921177e-08 1.848476e-08 1.772007e-08 1.676613e-08
 [3,] 3.092016e-08 3.001106e-08 2.928906e-08 2.848879e-08 2.738416e-08
 [4,] 4.417464e-08 4.355381e-08 4.311049e-08 4.251693e-08 4.148080e-08
 [5,] 5.916367e-08 5.929785e-08 5.951090e-08 5.944306e-08 5.877545e-08
 [6,] 7.520872e-08 7.665748e-08 7.795205e-08 7.873448e-08 7.872816e-08
 [7,] 9.199001e-08 9.530998e-08 9.808911e-08 9.998178e-08 1.008284e-07
 [8,] 1.095660e-07 1.151937e-07 1.197762e-07 1.229419e-07 1.246910e-07
 [9,] 1.279509e-07 1.360827e-07 1.426482e-07 1.471584e-07 1.497505e-07
[10,] 1.464980e-07 1.569950e-07 1.655250e-07 1.713668e-07 1.747009e-07
[11,] 1.635694e-07 1.759311e-07 1.861566e-07 1.932055e-07 1.971709e-07
[12,] 1.768439e-07 1.902984e-07 2.017003e-07 2.096747e-07 2.141155e-07
[13,] 1.841777e-07 1.978947e-07 2.098074e-07 2.182704e-07 2.229294e-07
[14,] 1.845186e-07 1.978781e-07 2.096945e-07 2.181590e-07 2.226897e-07
[15,] 1.782952e-07 1.910897e-07 2.024864e-07 2.106075e-07 2.147007e-07
[16,] 1.670425e-07 1.795011e-07 1.905587e-07 1.983142e-07 2.018929e-07
[17,] 1.525376e-07 1.651428e-07 1.762747e-07 1.840111e-07 1.873692e-07
[18,] 1.360435e-07 1.492182e-07 1.609212e-07 1.692053e-07 1.729726e-07
[19,] 1.181451e-07 1.319627e-07 1.445042e-07 1.538331e-07 1.587428e-07
[20,] 9.919962e-08 1.132645e-07 1.264700e-07 1.369815e-07 1.435364e-07
[21,] 7.997811e-08 9.354217e-08 1.067999e-07 1.181409e-07 1.263479e-07
[22,] 6.199501e-08 7.425843e-08 8.674591e-08 9.817476e-08 1.074918e-07
[23,] 4.732229e-08 5.777635e-08 6.880403e-08 7.948358e-08 8.901377e-08
[24,] 3.806018e-08 4.672556e-08 5.604210e-08 6.538914e-08 7.423393e-08
[25,] 3.578072e-08 4.325702e-08 5.119582e-08 5.913815e-08 6.675352e-08
[26,] 4.113573e-08 4.846231e-08 5.588399e-08 6.292821e-08 6.933920e-08
[27,] 5.363647e-08 6.202255e-08 7.007955e-08 7.716700e-08 8.296064e-08
[28,] 7.156288e-08 8.206841e-08 9.186592e-08 1.000632e-07 1.061622e-07
[29,] 9.204099e-08 1.052950e-07 1.175519e-07 1.276785e-07 1.349766e-07
[30,] 1.113971e-07 1.274296e-07 1.422513e-07 1.545801e-07 1.635805e-07
[31,] 1.258400e-07 1.440695e-07 1.609128e-07 1.750645e-07 1.856734e-07
[32,] 1.323555e-07 1.517229e-07 1.695555e-07 1.846273e-07 1.961942e-07
[33,] 1.295331e-07 1.487264e-07 1.663045e-07 1.811642e-07 1.927351e-07
[34,] 1.179900e-07 1.356989e-07 1.518517e-07 1.654549e-07 1.761023e-07
[35,] 1.001786e-07 1.153331e-07 1.291765e-07 1.407883e-07 1.498608e-07
[36,] 7.961428e-08 9.157953e-08 1.026394e-07 1.119200e-07 1.191365e-07
[37,] 5.982501e-08 6.851948e-08 7.677861e-08 8.377242e-08 8.918591e-08
[38,] 4.343921e-08 4.933829e-08 5.521730e-08 6.029745e-08 6.421087e-08
[39,] 3.172091e-08 3.572669e-08 3.999244e-08 4.378626e-08 4.667716e-08
[40,] 2.460948e-08 2.780971e-08 3.140819e-08 3.469288e-08 3.715208e-08
[41,] 2.110222e-08 2.448510e-08 2.832031e-08 3.187550e-08 3.452886e-08
[42,] 1.975403e-08 2.396467e-08 2.867598e-08 3.310550e-08 3.649591e-08
[43,] 1.913452e-08 2.434681e-08 3.015342e-08 3.572470e-08 4.017044e-08
[44,] 1.816873e-08 2.410853e-08 3.077961e-08 3.734680e-08 4.283278e-08
[45,] 1.632348e-08 2.242719e-08 2.939539e-08 3.645353e-08 4.261989e-08
[46,] 1.361286e-08 1.925514e-08 2.583241e-08 3.269445e-08 3.894893e-08
[47,] 1.043461e-08 1.513521e-08 2.074296e-08 2.676924e-08 3.248436e-08
[48,] 7.314803e-09 1.085180e-08 1.517439e-08 1.995683e-08 2.466420e-08
[49,] 4.676943e-09 7.084783e-09 1.010014e-08 1.353244e-08 1.703109e-08
[50,] 2.723376e-09 4.208046e-09 6.113139e-09 8.342400e-09 1.069109e-08
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 8.636351e-09 7.749974e-09 6.904687e-09 6.209719e-09 5.745649e-09
 [2,] 1.558342e-08 1.425848e-08 1.296377e-08 1.189068e-08 1.118909e-08
 [3,] 2.590445e-08 2.416854e-08 2.243527e-08 2.100547e-08 2.012596e-08
 [4,] 3.990576e-08 3.795003e-08 3.597054e-08 3.439351e-08 3.357923e-08
 [5,] 5.742134e-08 5.560096e-08 5.377803e-08 5.250221e-08 5.223943e-08
 [6,] 7.793056e-08 7.667796e-08 7.555972e-08 7.523319e-08 7.623196e-08
 [7,] 1.008163e-07 1.004908e-07 1.006135e-07 1.019376e-07 1.050056e-07
 [8,] 1.255041e-07 1.262545e-07 1.279592e-07 1.314825e-07 1.373217e-07
 [9,] 1.512537e-07 1.529750e-07 1.562932e-07 1.622392e-07 1.712448e-07
[10,] 1.766762e-07 1.790791e-07 1.837415e-07 1.919471e-07 2.040937e-07
[11,] 1.994081e-07 2.021364e-07 2.076747e-07 2.176433e-07 2.324850e-07
[12,] 2.164269e-07 2.191308e-07 2.249840e-07 2.359886e-07 2.527327e-07
[13,] 2.250954e-07 2.274210e-07 2.329820e-07 2.441494e-07 2.617473e-07
[14,] 2.244180e-07 2.259714e-07 2.305955e-07 2.409667e-07 2.582059e-07
[15,] 2.156922e-07 2.160778e-07 2.191370e-07 2.277649e-07 2.434038e-07
[16,] 2.020207e-07 2.010024e-07 2.020497e-07 2.081889e-07 2.211756e-07
[17,] 1.868729e-07 1.845952e-07 1.836011e-07 1.869635e-07 1.967133e-07
[18,] 1.725221e-07 1.696429e-07 1.671703e-07 1.681271e-07 1.747441e-07
[19,] 1.592793e-07 1.568816e-07 1.540516e-07 1.536348e-07 1.579416e-07
[20,] 1.459292e-07 1.451927e-07 1.433842e-07 1.430200e-07 1.463267e-07
[21,] 1.310209e-07 1.327802e-07 1.331600e-07 1.342047e-07 1.378773e-07
[22,] 1.142117e-07 1.186100e-07 1.216970e-07 1.249651e-07 1.299659e-07
[23,] 9.695177e-08 1.033632e-07 1.088334e-07 1.143278e-07 1.209225e-07
[24,] 8.227685e-08 8.953804e-08 9.635956e-08 1.033197e-07 1.110710e-07
[25,] 7.392353e-08 8.076668e-08 8.759711e-08 9.483033e-08 1.028567e-07
[26,] 7.514486e-08 8.064408e-08 8.631192e-08 9.264859e-08 1.000133e-07
[27,] 8.754535e-08 9.140306e-08 9.528107e-08 9.996597e-08 1.060224e-07
[28,] 1.102015e-07 1.127809e-07 1.149282e-07 1.178158e-07 1.223875e-07
[29,] 1.393696e-07 1.414789e-07 1.425279e-07 1.440453e-07 1.474104e-07
[30,] 1.690604e-07 1.715855e-07 1.724385e-07 1.733632e-07 1.760923e-07
[31,] 1.925036e-07 1.960431e-07 1.975079e-07 1.986607e-07 2.013963e-07
[32,] 2.040818e-07 2.087401e-07 2.112514e-07 2.132234e-07 2.164835e-07
[33,] 2.009884e-07 2.064042e-07 2.099364e-07 2.129457e-07 2.170103e-07
[34,] 1.839291e-07 1.894940e-07 1.936726e-07 1.975829e-07 2.024774e-07
[35,] 1.566428e-07 1.617691e-07 1.660868e-07 1.705396e-07 1.760897e-07
[36,] 1.245630e-07 1.288604e-07 1.328665e-07 1.374341e-07 1.433385e-07
[37,] 9.323765e-08 9.654704e-08 9.992982e-08 1.042098e-07 1.100921e-07
[38,] 6.707086e-08 6.940115e-08 7.197135e-08 7.560877e-08 8.104030e-08
[39,] 4.865108e-08 5.010752e-08 5.175224e-08 5.443038e-08 5.894915e-08
[40,] 3.862993e-08 3.938789e-08 4.005896e-08 4.151264e-08 4.466861e-08
[41,] 3.596118e-08 3.627892e-08 3.602985e-08 3.610393e-08 3.754442e-08
[42,] 3.833976e-08 3.856154e-08 3.759524e-08 3.632556e-08 3.590343e-08
[43,] 4.278732e-08 4.329275e-08 4.196394e-08 3.962657e-08 3.748688e-08
[44,] 4.636956e-08 4.746735e-08 4.620801e-08 4.328700e-08 3.987868e-08
[45,] 4.693743e-08 4.875146e-08 4.793934e-08 4.500371e-08 4.098581e-08
[46,] 4.365259e-08 4.606801e-08 4.590250e-08 4.343911e-08 3.950353e-08
[47,] 3.705683e-08 3.976530e-08 4.021800e-08 3.849928e-08 3.518306e-08
[48,] 2.864058e-08 3.126465e-08 3.212847e-08 3.117605e-08 2.874651e-08
[49,] 2.013287e-08 2.236313e-08 2.336508e-08 2.301335e-08 2.146767e-08
[50,] 1.286633e-08 1.454509e-08 1.545731e-08 1.546741e-08 1.462354e-08
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 5.548761e-09 5.612767e-09 5.898918e-09 6.344789e-09 6.867796e-09
 [2,] 1.093543e-08 1.113150e-08 1.172038e-08 1.260149e-08 1.363580e-08
 [3,] 1.993351e-08 2.044724e-08 2.159104e-08 2.321678e-08 2.511072e-08
 [4,] 3.373730e-08 3.491035e-08 3.700320e-08 3.981491e-08 4.304390e-08
 [5,] 5.326289e-08 5.563157e-08 5.922797e-08 6.379805e-08 6.894952e-08
 [6,] 7.884991e-08 8.312946e-08 8.891610e-08 9.590550e-08 1.036255e-07
 [7,] 1.100545e-07 1.170430e-07 1.257441e-07 1.358035e-07 1.466943e-07
 [8,] 1.455594e-07 1.559723e-07 1.681969e-07 1.818178e-07 1.962888e-07
 [9,] 1.831519e-07 1.974413e-07 2.135203e-07 2.308772e-07 2.489800e-07
[10,] 2.197396e-07 2.379688e-07 2.578478e-07 2.786994e-07 3.000162e-07
[11,] 2.514959e-07 2.733089e-07 2.965425e-07 3.202504e-07 3.439123e-07
[12,] 2.743393e-07 2.990089e-07 3.248438e-07 3.505097e-07 3.753771e-07
[13,] 2.848638e-07 3.113700e-07 3.388587e-07 3.655130e-07 3.904569e-07
[14,] 2.815239e-07 3.086368e-07 3.367297e-07 3.634791e-07 3.876305e-07
[15,] 2.655319e-07 2.919233e-07 3.195404e-07 3.456265e-07 3.684775e-07
[16,] 2.408632e-07 2.652871e-07 2.914146e-07 3.162137e-07 3.375531e-07
[17,] 2.131315e-07 2.346673e-07 2.585064e-07 2.815395e-07 3.013111e-07
[18,] 1.877189e-07 2.059919e-07 2.271215e-07 2.481046e-07 2.663037e-07
[19,] 1.680095e-07 1.832673e-07 2.017255e-07 2.206214e-07 2.372728e-07
[20,] 1.545456e-07 1.675226e-07 1.837309e-07 2.007303e-07 2.159071e-07
[21,] 1.454487e-07 1.570584e-07 1.716017e-07 1.870031e-07 2.008119e-07
[22,] 1.378226e-07 1.488160e-07 1.621822e-07 1.762216e-07 1.887294e-07
[23,] 1.294592e-07 1.402046e-07 1.526202e-07 1.653529e-07 1.765054e-07
[24,] 1.201213e-07 1.305949e-07 1.420374e-07 1.533548e-07 1.629657e-07
[25,] 1.118983e-07 1.218643e-07 1.322336e-07 1.420195e-07 1.498775e-07
[26,] 1.084806e-07 1.177449e-07 1.270885e-07 1.354336e-07 1.414969e-07
[27,] 1.135705e-07 1.221666e-07 1.308234e-07 1.381754e-07 1.427584e-07
[28,] 1.290027e-07 1.372168e-07 1.457882e-07 1.529329e-07 1.567696e-07
[29,] 1.533552e-07 1.615950e-07 1.707439e-07 1.785948e-07 1.827083e-07
[30,] 1.817551e-07 1.903544e-07 2.005377e-07 2.098150e-07 2.152177e-07
[31,] 2.071391e-07 2.162229e-07 2.275095e-07 2.384745e-07 2.458285e-07
[32,] 2.225570e-07 2.320431e-07 2.441311e-07 2.565286e-07 2.659523e-07
[33,] 2.235440e-07 2.332637e-07 2.456890e-07 2.589460e-07 2.700816e-07
[34,] 2.095103e-07 2.193515e-07 2.317570e-07 2.453205e-07 2.576261e-07
[35,] 1.835924e-07 1.935606e-07 2.058555e-07 2.194606e-07 2.325347e-07
[36,] 1.512002e-07 1.613559e-07 1.736707e-07 1.873799e-07 2.011106e-07
[37,] 1.180817e-07 1.284011e-07 1.408844e-07 1.548937e-07 1.693555e-07
[38,] 8.877793e-08 9.903039e-08 1.116288e-07 1.259922e-07 1.411936e-07
[39,] 6.592120e-08 7.563965e-08 8.799287e-08 1.024440e-07 1.181178e-07
[40,] 5.029972e-08 5.885758e-08 7.035071e-08 8.430966e-08 9.987567e-08
[41,] 4.131455e-08 4.807094e-08 5.799347e-08 7.071813e-08 8.541106e-08
[42,] 3.748281e-08 4.194459e-08 4.967489e-08 6.045676e-08 7.351726e-08
[43,] 3.685145e-08 3.881093e-08 4.397032e-08 5.229647e-08 6.312978e-08
[44,] 3.736044e-08 3.697522e-08 3.952596e-08 4.518241e-08 5.345258e-08
[45,] 3.721980e-08 3.500186e-08 3.527054e-08 3.838479e-08 4.405623e-08
[46,] 3.527045e-08 3.196896e-08 3.057694e-08 3.158992e-08 3.492298e-08
[47,] 3.120122e-08 2.760812e-08 2.531535e-08 2.487453e-08 2.636410e-08
[48,] 2.550071e-08 2.225348e-08 1.976621e-08 1.856295e-08 1.881940e-08
[49,] 1.914319e-08 1.660533e-08 1.442415e-08 1.303440e-08 1.264065e-08
[50,] 1.315385e-08 1.140941e-08 9.772828e-09 8.562714e-09 7.962026e-09
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 7.366946e-09 7.730072e-09 7.851147e-09 7.655032e-09 7.120215e-09
 [2,] 1.464590e-08 1.542484e-08 1.576465e-08 1.550309e-08 1.457207e-08
 [3,] 2.698835e-08 2.850126e-08 2.927898e-08 2.900812e-08 2.752430e-08
 [4,] 4.627127e-08 4.895858e-08 5.050162e-08 5.035249e-08 4.817662e-08
 [5,] 7.411297e-08 7.851892e-08 8.125771e-08 8.145210e-08 7.850242e-08
 [6,] 1.113588e-07 1.180820e-07 1.225199e-07 1.233717e-07 1.196654e-07
 [7,] 1.575796e-07 1.671880e-07 1.738441e-07 1.757446e-07 1.714368e-07
 [8,] 2.107111e-07 2.236130e-07 2.329275e-07 2.363030e-07 2.317131e-07
 [9,] 2.669532e-07 2.832251e-07 2.954112e-07 3.006280e-07 2.962221e-07
[10,] 3.210406e-07 3.402527e-07 3.551104e-07 3.623112e-07 3.585998e-07
[11,] 3.669582e-07 3.880971e-07 4.048691e-07 4.137840e-07 4.111320e-07
[12,] 3.990674e-07 4.206637e-07 4.380627e-07 4.479173e-07 4.463474e-07
[13,] 4.134173e-07 4.339047e-07 4.503962e-07 4.600427e-07 4.591729e-07
[14,] 4.088598e-07 4.270322e-07 4.412994e-07 4.495802e-07 4.487876e-07
[15,] 3.875468e-07 4.028812e-07 4.142392e-07 4.204099e-07 4.191478e-07
[16,] 3.545417e-07 3.672032e-07 3.757157e-07 3.796620e-07 3.777147e-07
[17,] 3.165503e-07 3.270955e-07 3.333237e-07 3.354214e-07 3.328960e-07
[18,] 2.801087e-07 2.890917e-07 2.936498e-07 2.943650e-07 2.914194e-07
[19,] 2.498127e-07 2.575339e-07 2.607466e-07 2.602648e-07 2.567883e-07
[20,] 2.272286e-07 2.337336e-07 2.355896e-07 2.337283e-07 2.292462e-07
[21,] 2.109227e-07 2.161627e-07 2.165239e-07 2.129614e-07 2.068588e-07
[22,] 1.976314e-07 2.016064e-07 2.004548e-07 1.950611e-07 1.869655e-07
[23,] 1.841471e-07 1.869060e-07 1.844124e-07 1.774031e-07 1.674258e-07
[24,] 1.691777e-07 1.706930e-07 1.670534e-07 1.588312e-07 1.474611e-07
[25,] 1.543833e-07 1.544290e-07 1.496032e-07 1.403905e-07 1.280828e-07
[26,] 1.440463e-07 1.422154e-07 1.357839e-07 1.253090e-07 1.120353e-07
[27,] 1.433449e-07 1.392529e-07 1.305416e-07 1.180268e-07 1.031021e-07
[28,] 1.558212e-07 1.494194e-07 1.378808e-07 1.224086e-07 1.047628e-07
[29,] 1.811259e-07 1.729572e-07 1.586330e-07 1.397454e-07 1.185576e-07
[30,] 2.141953e-07 2.054282e-07 1.892417e-07 1.674731e-07 1.428682e-07
[31,] 2.465100e-07 2.386880e-07 2.223779e-07 1.994216e-07 1.728577e-07
[32,] 2.690900e-07 2.636979e-07 2.493867e-07 2.277631e-07 2.018669e-07
[33,] 2.758851e-07 2.739502e-07 2.635450e-07 2.459015e-07 2.237815e-07
[34,] 2.658737e-07 2.677977e-07 2.625104e-07 2.508763e-07 2.352160e-07
[35,] 2.428479e-07 2.485077e-07 2.486878e-07 2.440080e-07 2.363393e-07
[36,] 2.131848e-07 2.221645e-07 2.274320e-07 2.295154e-07 2.299427e-07
[37,] 1.829971e-07 1.947645e-07 2.042727e-07 2.120582e-07 2.194430e-07
[38,] 1.561787e-07 1.701182e-07 1.827757e-07 1.947064e-07 2.071217e-07
[39,] 1.340234e-07 1.493865e-07 1.639864e-07 1.783356e-07 1.935605e-07
[40,] 1.160298e-07 1.319283e-07 1.472424e-07 1.623552e-07 1.782785e-07
[41,] 1.009959e-07 1.164968e-07 1.313985e-07 1.458797e-07 1.607868e-07
[42,] 8.774199e-08 1.020199e-07 1.156229e-07 1.284834e-07 1.412341e-07
[43,] 7.537353e-08 8.782698e-08 9.957407e-08 1.102971e-07 1.203830e-07
[44,] 6.333473e-08 7.362124e-08 8.327628e-08 9.176874e-08 9.923380e-08
[45,] 5.145481e-08 5.946575e-08 6.703252e-08 7.348387e-08 7.873095e-08
[46,] 3.996804e-08 4.579160e-08 5.142205e-08 5.614445e-08 5.970707e-08
[47,] 2.940464e-08 3.329482e-08 3.723107e-08 4.054986e-08 4.291800e-08
[48,] 2.034911e-08 2.268493e-08 2.523110e-08 2.744395e-08 2.898771e-08
[49,] 1.318913e-08 1.440835e-08 1.590386e-08 1.728008e-08 1.825438e-08
[50,] 7.987838e-09 8.506327e-09 9.285364e-09 1.006871e-08 1.065086e-08
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 6.288562e-09 5.256110e-09 4.147642e-09 3.084913e-09 2.160193e-09
 [2,] 1.302551e-08 1.103121e-08 8.827716e-09 6.662769e-09 4.736681e-09
 [3,] 2.487607e-08 2.132778e-08 1.729495e-08 1.323687e-08 9.547694e-09
 [4,] 4.397866e-08 3.813467e-08 3.130789e-08 2.427850e-08 1.775416e-08
 [5,] 7.230626e-08 6.334747e-08 5.260229e-08 4.129329e-08 3.058793e-08
 [6,] 1.111053e-07 9.825262e-08 8.244157e-08 6.545206e-08 4.906760e-08
 [7,] 1.603279e-07 1.429947e-07 1.211389e-07 9.718383e-08 7.367137e-08
 [8,] 2.181533e-07 1.961198e-07 1.676397e-07 1.358119e-07 1.040361e-07
 [9,] 2.806672e-07 2.542478e-07 2.192076e-07 1.792705e-07 1.387165e-07
[10,] 3.418545e-07 3.119955e-07 2.713002e-07 2.239585e-07 1.750390e-07
[11,] 3.942064e-07 3.624292e-07 3.178711e-07 2.649143e-07 2.091827e-07
[12,] 4.302012e-07 3.983453e-07 3.524015e-07 2.965879e-07 2.367154e-07
[13,] 4.444655e-07 4.143004e-07 3.696807e-07 3.142995e-07 2.537109e-07
[14,] 4.357823e-07 4.086540e-07 3.677477e-07 3.159606e-07 2.581690e-07
[15,] 4.078195e-07 3.844884e-07 3.489365e-07 3.031460e-07 2.510196e-07
[16,] 3.679476e-07 3.486388e-07 3.191831e-07 2.806822e-07 2.359419e-07
[17,] 3.245794e-07 3.091178e-07 2.857029e-07 2.546911e-07 2.178247e-07
[18,] 2.843474e-07 2.722279e-07 2.542004e-07 2.300500e-07 2.005874e-07
[19,] 2.504690e-07 2.408397e-07 2.271118e-07 2.086809e-07 1.856029e-07
[20,] 2.228416e-07 2.145247e-07 2.037026e-07 1.895733e-07 1.716383e-07
[21,] 1.993954e-07 1.910840e-07 1.816565e-07 1.703193e-07 1.562432e-07
[22,] 1.777273e-07 1.683478e-07 1.589834e-07 1.490447e-07 1.376082e-07
[23,] 1.562626e-07 1.453093e-07 1.351652e-07 1.255793e-07 1.157444e-07
[24,] 1.347662e-07 1.223681e-07 1.112202e-07 1.014372e-07 9.245996e-08
[25,] 1.144116e-07 1.010395e-07 8.910856e-08 7.901376e-08 7.046389e-08
[26,] 9.758843e-08 8.355473e-08 7.109604e-08 6.073426e-08 5.236370e-08
[27,] 8.741116e-08 7.247258e-08 5.937213e-08 4.860991e-08 4.012926e-08
[28,] 8.681928e-08 7.016043e-08 5.581035e-08 4.416299e-08 3.508179e-08
[29,] 9.738284e-08 7.805382e-08 6.163496e-08 4.841209e-08 3.809044e-08
[30,] 1.182662e-07 9.588887e-08 7.695823e-08 6.170164e-08 4.964387e-08
[31,] 1.459613e-07 1.213448e-07 1.004347e-07 8.343929e-08 6.970662e-08
[32,] 1.751565e-07 1.504705e-07 1.293612e-07 1.119890e-07 9.750844e-08
[33,] 2.005050e-07 1.788577e-07 1.603219e-07 1.448918e-07 1.314582e-07
[34,] 2.184442e-07 2.030087e-07 1.900818e-07 1.793177e-07 1.692229e-07
[35,] 2.280700e-07 2.211304e-07 2.162005e-07 2.124406e-07 2.078476e-07
[36,] 2.306140e-07 2.329253e-07 2.370185e-07 2.415051e-07 2.438098e-07
[37,] 2.279795e-07 2.386535e-07 2.511751e-07 2.636931e-07 2.731143e-07
[38,] 2.213813e-07 2.382522e-07 2.572210e-07 2.761817e-07 2.917059e-07
[39,] 2.109352e-07 2.311834e-07 2.537977e-07 2.766822e-07 2.963432e-07
[40,] 1.962411e-07 2.170342e-07 2.403368e-07 2.643069e-07 2.856720e-07
[41,] 1.772897e-07 1.962837e-07 2.177325e-07 2.402158e-07 2.609157e-07
[42,] 1.549426e-07 1.705855e-07 1.884267e-07 2.075397e-07 2.257026e-07
[43,] 1.307437e-07 1.423748e-07 1.557895e-07 1.705406e-07 1.850428e-07
[44,] 1.063788e-07 1.141372e-07 1.231772e-07 1.334486e-07 1.439586e-07
[45,] 8.324919e-08 8.783128e-08 9.318756e-08 9.954184e-08 1.063875e-07
[46,] 6.236071e-08 6.470482e-08 6.738774e-08 7.077199e-08 7.469879e-08
[47,] 4.440474e-08 4.540444e-08 4.643309e-08 4.787415e-08 4.977475e-08
[48,] 2.981516e-08 3.014327e-08 3.033078e-08 3.070331e-08 3.139531e-08
[49,] 1.872846e-08 1.879320e-08 1.866514e-08 1.857850e-08 1.867559e-08
[50,] 1.093064e-08 1.092686e-08 1.075120e-08 1.054903e-08 1.043160e-08
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.423013e-09 8.813684e-10 5.130714e-10 2.806460e-10 1.442193e-10
 [2,] 3.168937e-09 1.993894e-09 1.179377e-09 6.555947e-10 3.424208e-10
 [3,] 6.483508e-09 4.141981e-09 2.488149e-09 1.404959e-09 7.455285e-10
 [4,] 1.222869e-08 7.926931e-09 4.833119e-09 2.770592e-09 1.492852e-09
 [5,] 2.135240e-08 1.403358e-08 8.678255e-09 5.047067e-09 2.759598e-09
 [6,] 3.468422e-08 2.309342e-08 1.447261e-08 8.532612e-09 4.730767e-09
 [7,] 5.268816e-08 3.550971e-08 2.253466e-08 1.345778e-08 7.560188e-09
 [8,] 7.522782e-08 5.128495e-08 3.293346e-08 1.990882e-08 1.132436e-08
 [9,] 1.013733e-07 6.987548e-08 4.538583e-08 2.775950e-08 1.598014e-08
[10,] 1.292719e-07 9.008698e-08 5.917871e-08 3.661780e-08 2.133074e-08
[11,] 1.561685e-07 1.100638e-07 7.314728e-08 4.580414e-08 2.700891e-08
[12,] 1.787514e-07 1.274948e-07 8.578815e-08 5.440886e-08 3.250403e-08
[13,] 1.939506e-07 1.401476e-07 9.559448e-08 6.148985e-08 3.727197e-08
[14,] 2.000330e-07 1.466573e-07 1.015875e-07 6.640844e-08 4.093498e-08
[15,] 1.974620e-07 1.472049e-07 1.038124e-07 6.916669e-08 4.349582e-08
[16,] 1.888777e-07 1.435857e-07 1.034380e-07 7.050268e-08 4.541281e-08
[17,] 1.779588e-07 1.384164e-07 1.022333e-07 7.156181e-08 4.740276e-08
[18,] 1.676583e-07 1.337840e-07 1.015866e-07 7.321972e-08 4.999556e-08
[19,] 1.588306e-07 1.301152e-07 1.016230e-07 7.542817e-08 5.307303e-08
[20,] 1.501044e-07 1.260079e-07 1.010213e-07 7.703853e-08 5.571373e-08
[21,] 1.390630e-07 1.191754e-07 9.772374e-08 7.630208e-08 5.652114e-08
[22,] 1.239418e-07 1.079156e-07 9.013930e-08 7.180003e-08 5.430103e-08
[23,] 1.047801e-07 9.218880e-08 7.810279e-08 6.325094e-08 4.870151e-08
[24,] 8.344849e-08 7.371886e-08 6.304416e-08 5.172443e-08 4.043995e-08
[25,] 6.277009e-08 5.521827e-08 4.737056e-08 3.919579e-08 3.101581e-08
[26,] 4.545652e-08 3.935741e-08 3.354722e-08 2.778933e-08 2.213475e-08
[27,] 3.348955e-08 2.810240e-08 2.344426e-08 1.918430e-08 1.520977e-08
[28,] 2.810156e-08 2.264930e-08 1.821754e-08 1.445682e-08 1.118820e-08
[29,] 3.007939e-08 2.375021e-08 1.859946e-08 1.430571e-08 1.070628e-08
[30,] 4.000714e-08 3.205186e-08 2.526605e-08 1.939742e-08 1.438078e-08
[31,] 5.824538e-08 4.817874e-08 3.899235e-08 3.055834e-08 2.300672e-08
[32,] 8.469494e-08 7.252252e-08 6.049455e-08 4.867740e-08 3.751428e-08
[33,] 1.185161e-07 1.048632e-07 9.002908e-08 7.433658e-08 5.866230e-08
[34,] 1.579228e-07 1.439722e-07 1.268935e-07 1.072865e-07 8.654768e-08
[35,] 2.000659e-07 1.873016e-07 1.689801e-07 1.459285e-07 1.200780e-07
[36,] 2.410128e-07 2.308593e-07 2.125450e-07 1.869996e-07 1.566058e-07
[37,] 2.759576e-07 2.694414e-07 2.523979e-07 2.256828e-07 1.919532e-07
[38,] 2.998742e-07 2.974067e-07 2.826906e-07 2.563266e-07 2.210074e-07
[39,] 3.086542e-07 3.099788e-07 2.982697e-07 2.737412e-07 2.388749e-07
[40,] 3.003850e-07 3.046821e-07 2.961917e-07 2.746972e-07 2.422727e-07
[41,] 2.761376e-07 2.822486e-07 2.767341e-07 2.589941e-07 2.305882e-07
[42,] 2.397745e-07 2.464817e-07 2.433661e-07 2.295586e-07 2.060940e-07
[43,] 1.968137e-07 2.030942e-07 2.016540e-07 1.914937e-07 1.731892e-07
[44,] 1.528939e-07 1.580806e-07 1.576301e-07 1.505415e-07 1.370379e-07
[45,] 1.125174e-07 1.163357e-07 1.163484e-07 1.116496e-07 1.022260e-07
[46,] 7.845327e-08 8.095405e-08 8.109947e-08 7.813851e-08 7.192647e-08
[47,] 5.177648e-08 5.321187e-08 5.332918e-08 5.155618e-08 4.770030e-08
[48,] 3.227270e-08 3.296775e-08 3.301048e-08 3.200163e-08 2.975740e-08
[49,] 1.893935e-08 1.919464e-08 1.917560e-08 1.862874e-08 1.740885e-08
[50,] 1.042659e-08 1.046637e-08 1.041687e-08 1.013279e-08 9.515156e-09
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 6.961729e-11 3.156464e-11 1.344145e-11 5.375658e-12 2.019018e-12
 [2,] 1.680206e-10 7.744558e-11 3.352961e-11 1.363429e-11 5.207016e-12
 [3,] 3.717086e-10 1.741101e-10 7.661056e-11 3.166399e-11 1.229226e-11
 [4,] 7.559127e-10 3.596443e-10 1.607584e-10 6.750511e-11 2.662771e-11
 [5,] 1.418242e-09 6.849789e-10 3.108639e-10 1.325520e-10 5.309969e-11
 [6,] 2.465913e-09 1.208186e-09 5.563317e-10 2.407287e-10 9.787596e-11
 [7,] 3.993886e-09 1.983644e-09 9.261088e-10 4.063799e-10 1.675825e-10
 [8,] 6.058914e-09 3.048442e-09 1.442046e-09 6.412586e-10 2.680328e-10
 [9,] 8.654968e-09 4.409051e-09 2.112160e-09 9.513448e-10 4.028295e-10
[10,] 1.169314e-08 6.030249e-09 2.924944e-09 1.334132e-09 5.721584e-10
[11,] 1.499044e-08 7.828573e-09 3.845930e-09 1.776989e-09 7.720849e-10
[12,] 1.828185e-08 9.677435e-09 4.819887e-09 2.258168e-09 9.950504e-10
[13,] 2.127825e-08 1.143638e-08 5.785048e-09 2.753520e-09 1.232971e-09
[14,] 2.377876e-08 1.301093e-08 6.703508e-09 3.251290e-09 1.484163e-09
[15,] 2.579824e-08 1.442419e-08 7.599308e-09 3.771399e-09 1.762672e-09
[16,] 2.761940e-08 1.584964e-08 8.577619e-09 4.375998e-09 2.103817e-09
[17,] 2.967956e-08 1.754893e-08 9.792039e-09 5.153178e-09 2.556544e-09
[18,] 3.229132e-08 1.970481e-08 1.134957e-08 6.165631e-09 3.157187e-09
[19,] 3.533298e-08 2.222332e-08 1.319044e-08 7.381440e-09 3.891760e-09
[20,] 3.812224e-08 2.463806e-08 1.502038e-08 8.629276e-09 4.668321e-09
[21,] 3.961489e-08 2.621975e-08 1.636442e-08 9.621011e-09 5.324190e-09
[22,] 3.886818e-08 2.627305e-08 1.674439e-08 1.005037e-08 5.676757e-09
[23,] 3.551733e-08 2.446892e-08 1.589562e-08 9.724886e-09 5.598331e-09
[24,] 2.998705e-08 2.102142e-08 1.390113e-08 8.658918e-09 5.075437e-09
[25,] 2.332982e-08 1.661259e-08 1.116796e-08 7.075204e-09 4.219063e-09
[26,] 1.682084e-08 1.212981e-08 8.270578e-09 5.319530e-09 3.222555e-09
[27,] 1.157060e-08 8.387191e-09 5.765440e-09 3.746459e-09 2.296494e-09
[28,] 8.360671e-09 5.986721e-09 4.084888e-09 2.645423e-09 1.621516e-09
[29,] 7.736050e-09 5.364868e-09 3.554926e-09 2.243387e-09 1.344931e-09
[30,] 1.023079e-08 6.953572e-09 4.501712e-09 2.770305e-09 1.618169e-09
[31,] 1.654766e-08 1.132834e-08 7.363688e-09 4.537670e-09 2.647924e-09
[32,] 2.755574e-08 1.923053e-08 1.272435e-08 7.971615e-09 4.723933e-09
[33,] 4.405876e-08 3.140752e-08 2.121199e-08 1.355634e-08 8.190875e-09
[34,] 6.637690e-08 4.828445e-08 3.326146e-08 2.167395e-08 1.334864e-08
[35,] 9.385978e-08 6.955127e-08 4.879038e-08 3.236899e-08 2.029325e-08
[36,] 1.245109e-07 9.381312e-08 6.690101e-08 4.511403e-08 2.874629e-08
[37,] 1.549377e-07 1.184903e-07 8.575769e-08 5.868824e-08 3.795027e-08
[38,] 1.808013e-07 1.401264e-07 1.027753e-07 7.127694e-08 4.671034e-08
[39,] 1.977752e-07 1.551310e-07 1.151564e-07 8.083362e-08 5.362069e-08
[40,] 2.027558e-07 1.607693e-07 1.206502e-07 8.562539e-08 5.743229e-08
[41,] 1.948482e-07 1.560192e-07 1.182498e-07 8.476483e-08 5.743261e-08
[42,] 1.756620e-07 1.419027e-07 1.085171e-07 7.849557e-08 5.367472e-08
[43,] 1.487592e-07 1.211250e-07 9.337522e-08 6.809436e-08 4.694765e-08
[44,] 1.185232e-07 9.719432e-08 7.546894e-08 5.543759e-08 3.850288e-08
[45,] 8.897319e-08 7.343753e-08 5.739703e-08 4.243927e-08 2.966863e-08
[46,] 6.297631e-08 5.230236e-08 4.113189e-08 3.059875e-08 2.151953e-08
[47,] 4.201377e-08 3.511102e-08 2.778429e-08 2.079442e-08 1.470955e-08
[48,] 2.637271e-08 2.218658e-08 1.767409e-08 1.331313e-08 9.475124e-09
[49,] 1.553069e-08 1.316122e-08 1.056268e-08 8.014259e-09 5.743165e-09
[50,] 8.548049e-09 7.302471e-09 5.910199e-09 4.521784e-09 3.266371e-09

> 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  
  5.332e+05    7.025e+00  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1m3uk1194006186.ps tmp/1m3uk1194006186.png")
> system("convert tmp/2vu5c1194006186.ps tmp/2vu5c1194006186.png")
> system("convert tmp/3i7bc1194006186.ps tmp/3i7bc1194006186.png")
> system("convert tmp/4euu31194006186.ps tmp/4euu31194006186.png")
> system("convert tmp/5tgy41194006186.ps tmp/5tgy41194006186.png")
> system("convert tmp/6qqlr1194006186.ps tmp/6qqlr1194006186.png")
> system("convert tmp/79tez1194006186.ps tmp/79tez1194006186.png")
> 
> 
> proc.time()
   user  system elapsed 
  4.167   2.268   4.489