R version 2.8.0 (2008-10-20)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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

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

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

> z <- c(107.5,108.8,128.4,121.1,119.5,128.7,108.7,105.5,119.8,111.3,110.6,120.1,97.5,107.7,127.3,117.2,119.8,116.2,111,112.4,130.6,109.1,118.8,123.9,101.6,112.8,128,129.6,125.8,119.5,115.7,113.6,129.7,112,116.8,127,112.1,114.2,121.1,131.6,125,120.4,117.7,117.5,120.6,127.5,112.3,124.5,115.2,104.7,130.9,129.2,113.5,125.6,107.6,107,121.6,110.7,106.3,118.6)
> y <- c(79.8,83.4,113.6,112.9,104,109.9,99,106.3,128.9,111.1,102.9,130,87,87.5,117.6,103.4,110.8,112.6,102.5,112.4,135.6,105.1,127.7,137,91,90.5,122.4,123.3,124.3,120,118.1,119,142.7,123.6,129.6,151.6,110.4,99.2,130.5,136.2,129.7,128,121.6,135.8,143.8,147.5,136.2,156.6,123.3,104.5,139.8,136.5,112.1,118.5,94.4,102.3,111.4,99.2,87.8,115.8)
> x <- c(109.87,95.74,123.06,123.39,120.28,115.33,110.4,114.49,132.03,123.16,118.82,128.32,112.24,104.53,132.57,122.52,131.8,124.55,120.96,122.6,145.52,118.57,134.25,136.7,121.37,111.63,134.42,137.65,137.86,119.77,130.69,128.28,147.45,128.42,136.9,143.95,135.64,122.48,136.83,153.04,142.71,123.46,144.37,146.15,147.61,158.51,147.4,165.05,154.64,126.2,157.36,154.15,123.21,113.07,110.45,113.57,122.44,114.93,111.85,126.04)
> par7 = 'Variable Z'
> par6 = 'Variable Y'
> par5 = 'Variable X'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

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


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/freestat/rcomp/tmp/141tj1257336512.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/2he7l1257336512.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/3v3yp1257336512.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/40flp1257336512.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/html/freestat/rcomp/tmp/505x01257336512.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  
    -19.546        1.054  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/6xh1a1257336512.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]  64.96763  67.14038  69.31313  71.48588  73.65863  75.83138  78.00413
 [8]  80.17688  82.34963  84.52238  86.69513  88.86788  91.04063  93.21338
[15]  95.38613  97.55888  99.73163 101.90438 104.07713 106.24988 108.42263
[22] 110.59538 112.76813 114.94088 117.11363 119.28637 121.45912 123.63187
[29] 125.80462 127.97737 130.15012 132.32287 134.49562 136.66837 138.84112
[36] 141.01387 143.18662 145.35937 147.53212 149.70487 151.87762 154.05037
[43] 156.22312 158.39587 160.56862 162.74137 164.91412 167.08687 169.25962
[50] 171.43237

$yords
 [1]  91.60345  92.54004  93.47663  94.41323  95.34982  96.28642  97.22301
 [8]  98.15960  99.09620 100.03279 100.96939 101.90598 102.84257 103.77917
[15] 104.71576 105.65236 106.58895 107.52554 108.46214 109.39873 110.33533
[22] 111.27192 112.20851 113.14511 114.08170 115.01830 115.95489 116.89149
[29] 117.82808 118.76467 119.70127 120.63786 121.57446 122.51105 123.44764
[36] 124.38424 125.32083 126.25743 127.19402 128.13061 129.06721 130.00380
[43] 130.94040 131.87699 132.81358 133.75018 134.68677 135.62337 136.55996
[50] 137.49655

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.585429e-03 1.558296e-03 1.449521e-03 1.350502e-03 1.374509e-03
 [2,] 2.481383e-03 2.594251e-03 2.515490e-03 2.343762e-03 2.236576e-03
 [3,] 3.522392e-03 3.942755e-03 4.045184e-03 3.890459e-03 3.657698e-03
 [4,] 4.526477e-03 5.445585e-03 5.961304e-03 6.028402e-03 5.786383e-03
 [5,] 5.259980e-03 6.818501e-03 8.003692e-03 8.600928e-03 8.617292e-03
 [6,] 5.523434e-03 7.729187e-03 9.759538e-03 1.121527e-02 1.188400e-02
 [7,] 5.238858e-03 7.925368e-03 1.078970e-02 1.331291e-02 1.503821e-02
 [8,] 4.486758e-03 7.347195e-03 1.080447e-02 1.435515e-02 1.737484e-02
 [9,] 3.469052e-03 6.156042e-03 9.794117e-03 1.404465e-02 1.828084e-02
[10,] 2.421170e-03 4.661047e-03 8.034542e-03 1.246004e-02 1.749184e-02
[11,] 1.525343e-03 3.188921e-03 5.964023e-03 1.002115e-02 1.521119e-02
[12,] 8.674940e-04 1.971552e-03 4.006039e-03 7.306232e-03 1.201965e-02
[13,] 4.454407e-04 1.101670e-03 2.435374e-03 4.829650e-03 8.630906e-03
[14,] 2.065612e-04 5.565440e-04 1.340382e-03 2.895507e-03 5.633521e-03
[15,] 8.653795e-05 2.542956e-04 6.682016e-04 1.575179e-03 3.343930e-03
[16,] 3.277196e-05 1.051566e-04 3.019182e-04 7.780742e-04 1.806146e-03
[17,] 1.122821e-05 3.939106e-05 1.237641e-04 3.493086e-04 8.884479e-04
[18,] 3.485813e-06 1.338813e-05 4.610228e-05 1.427437e-04 3.985387e-04
[19,] 9.837597e-07 4.142003e-06 1.565440e-05 5.325113e-05 1.634436e-04
[20,] 2.542966e-07 1.175063e-06 4.879365e-06 1.825133e-05 6.162377e-05
[21,] 6.130700e-08 3.110172e-07 1.418786e-06 5.832030e-06 2.163739e-05
[22,] 1.435333e-08 7.979480e-08 3.987090e-07 1.793895e-06 7.277857e-06
[23,] 3.506873e-09 2.123888e-08 1.153509e-07 5.627967e-07 2.470424e-06
[24,] 9.634383e-10 6.304828e-09 3.685200e-08 1.927183e-07 9.032338e-07
[25,] 2.990832e-10 2.106765e-09 1.319798e-08 7.362839e-08 3.663469e-07
[26,] 9.765756e-11 7.419616e-10 4.997647e-09 2.986864e-08 1.585512e-07
[27,] 3.107033e-11 2.554886e-10 1.859289e-09 1.198011e-08 6.838367e-08
[28,] 9.208117e-12 8.214673e-11 6.480228e-10 4.521314e-09 2.790818e-08
[29,] 2.490599e-12 2.413653e-11 2.067556e-10 1.565660e-09 1.048218e-08
[30,] 6.096928e-13 6.422482e-12 5.979021e-11 4.919451e-10 3.577574e-09
[31,] 1.346349e-13 1.542036e-12 1.560748e-11 1.396001e-10 1.103482e-09
[32,] 2.678427e-14 3.335941e-13 3.671493e-12 3.570769e-11 3.068881e-10
[33,] 4.797954e-15 6.498626e-14 7.777961e-13 8.226128e-12 7.687970e-11
[34,] 7.737449e-16 1.139729e-14 1.483477e-13 1.706245e-12 1.734133e-11
[35,] 1.123231e-16 1.799353e-15 2.547052e-14 3.185945e-13 3.521408e-12
[36,] 1.467763e-17 2.557108e-16 3.936547e-15 5.355007e-14 6.436961e-13
[37,] 1.726442e-18 3.271086e-17 5.476522e-16 8.102062e-15 1.059161e-13
[38,] 1.827909e-19 3.766537e-18 6.858075e-17 1.103418e-15 1.568747e-14
[39,] 1.742059e-20 3.903894e-19 7.730465e-18 1.352667e-16 2.091466e-15
[40,] 1.494435e-21 3.642167e-20 7.843593e-19 1.492615e-17 2.509895e-16
[41,] 1.153972e-22 3.058625e-21 7.163563e-20 1.482551e-18 2.711222e-17
[42,] 8.020834e-24 2.312055e-22 5.889098e-21 1.325492e-19 2.636212e-18
[43,] 5.018200e-25 1.573165e-23 4.357856e-22 1.066716e-20 2.307278e-19
[44,] 2.826059e-26 9.635086e-25 2.902698e-23 7.727265e-22 1.817710e-20
[45,] 1.432587e-27 5.311816e-26 1.740352e-24 5.038588e-23 1.289008e-21
[46,] 6.536783e-29 2.635931e-27 9.392384e-26 2.957301e-24 8.227920e-23
[47,] 2.684801e-30 1.177416e-28 4.562675e-27 1.562382e-25 4.727478e-24
[48,] 9.925789e-32 4.734027e-30 1.995116e-28 7.429910e-27 2.444972e-25
[49,] 3.303108e-33 1.713312e-31 7.852746e-30 3.180423e-28 1.138212e-26
[50,] 9.894348e-35 5.581470e-33 2.782156e-31 1.225442e-29 4.769564e-28
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.634920e-03 2.225952e-03 3.201618e-03 4.546109e-03 6.136038e-03
 [2,] 2.372966e-03 2.916117e-03 3.979690e-03 5.594430e-03 7.669466e-03
 [3,] 3.598509e-03 3.974965e-03 4.998093e-03 6.774906e-03 9.264850e-03
 [4,] 5.530832e-03 5.635079e-03 6.451358e-03 8.215605e-03 1.097505e-02
 [5,] 8.311921e-03 8.133846e-03 8.596663e-03 1.012782e-02 1.293325e-02
 [6,] 1.186697e-02 1.158598e-02 1.167279e-02 1.277819e-02 1.535440e-02
 [7,] 1.579526e-02 1.582473e-02 1.574794e-02 1.638906e-02 1.849661e-02
 [8,] 1.938555e-02 2.030415e-02 2.055161e-02 2.096913e-02 2.254910e-02
 [9,] 2.180534e-02 2.416311e-02 2.540075e-02 2.614748e-02 2.745659e-02
[10,] 2.240768e-02 2.647944e-02 2.931779e-02 3.113169e-02 3.276577e-02
[11,] 2.100369e-02 2.661912e-02 3.133961e-02 3.487570e-02 3.761702e-02
[12,] 1.794596e-02 2.450176e-02 3.088656e-02 3.642427e-02 4.094850e-02
[13,] 1.397470e-02 2.063374e-02 2.800054e-02 3.527819e-02 4.185266e-02
[14,] 9.919434e-03 1.589430e-02 2.332455e-02 3.159369e-02 3.991904e-02
[15,] 6.420118e-03 1.119986e-02 1.784367e-02 2.611797e-02 3.539559e-02
[16,] 3.790621e-03 7.220503e-03 1.253256e-02 1.990727e-02 2.909916e-02
[17,] 2.042955e-03 4.260103e-03 8.079146e-03 1.397560e-02 2.213266e-02
[18,] 1.006048e-03 2.301407e-03 4.779817e-03 9.028628e-03 1.554440e-02
[19,] 4.535830e-04 1.139875e-03 2.596556e-03 5.365250e-03 1.006640e-02
[20,] 1.880935e-04 5.194393e-04 1.298192e-03 2.936055e-03 6.010106e-03
[21,] 7.252881e-05 2.197259e-04 6.014711e-04 1.486913e-03 3.318503e-03
[22,] 2.664588e-05 8.805726e-05 2.625871e-04 7.061528e-04 1.711684e-03
[23,] 9.766942e-06 3.480096e-05 1.117771e-04 3.235857e-04 8.441427e-04
[24,] 3.800152e-06 1.437340e-05 4.893277e-05 1.500829e-04 4.150313e-04
[25,] 1.628520e-06 6.479807e-06 2.312374e-05 7.415914e-05 2.141770e-04
[26,] 7.484612e-07 3.146868e-06 1.180576e-05 3.960628e-05 1.191248e-04
[27,] 3.460448e-07 1.553851e-06 6.198822e-06 2.200471e-05 6.964901e-05
[28,] 1.524580e-07 7.374630e-07 3.160776e-06 1.201465e-05 4.055493e-05
[29,] 6.205796e-08 3.249730e-07 1.505747e-06 6.176260e-06 2.244266e-05
[30,] 2.299762e-08 1.306946e-07 6.567317e-07 2.918671e-06 1.147657e-05
[31,] 7.708832e-09 4.759774e-08 2.597742e-07 1.253357e-06 5.346983e-06
[32,] 2.330801e-09 1.564425e-08 9.279982e-08 4.865321e-07 2.254726e-06
[33,] 6.349178e-10 4.633654e-09 2.988400e-08 1.703248e-07 8.579575e-07
[34,] 1.557416e-10 1.235992e-09 8.667995e-09 5.371823e-08 2.941971e-07
[35,] 3.439311e-11 2.968312e-10 2.263766e-09 1.525601e-08 9.085442e-08
[36,] 6.837174e-12 6.417303e-11 5.322406e-10 3.900718e-09 2.526197e-08
[37,] 1.223494e-12 1.248880e-11 1.126462e-10 8.978227e-10 6.323324e-09
[38,] 1.970784e-13 2.187777e-12 2.146067e-11 1.860200e-10 1.424800e-09
[39,] 2.857485e-14 3.449805e-13 3.680280e-12 3.469302e-11 2.889881e-10
[40,] 3.729373e-15 4.896590e-14 5.681026e-13 5.824173e-12 5.276157e-11
[41,] 4.381199e-16 6.256023e-15 7.893666e-14 8.801025e-13 8.670882e-12
[42,] 4.632931e-17 7.194637e-16 9.872721e-15 1.197123e-13 1.282673e-12
[43,] 4.409845e-18 7.447733e-17 1.111475e-15 1.465714e-14 1.707945e-13
[44,] 3.778294e-19 6.939759e-18 1.126336e-16 1.615344e-15 2.047091e-14
[45,] 2.913898e-20 5.820640e-19 1.027406e-17 1.602459e-16 2.208548e-15
[46,] 2.022817e-21 4.394414e-20 8.435679e-19 1.430911e-17 2.144768e-16
[47,] 1.263991e-22 2.986318e-21 6.234519e-20 1.150121e-18 1.874817e-17
[48,] 7.109450e-24 1.826737e-22 4.147542e-21 8.321069e-20 1.475171e-18
[49,] 3.599424e-25 1.005821e-23 2.483611e-22 5.419007e-21 1.044794e-19
[50,] 1.640349e-26 4.985079e-25 1.338698e-23 3.176629e-22 6.660784e-21
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 7.715713e-03 8.926404e-03 9.416133e-03 8.995577e-03 7.745383e-03
 [2,] 9.953442e-03 1.202799e-02 1.338443e-02 1.359908e-02 1.253406e-02
 [3,] 1.224197e-02 1.527124e-02 1.774052e-02 1.900243e-02 1.861770e-02
 [4,] 1.454701e-02 1.850317e-02 2.218411e-02 2.478830e-02 2.558469e-02
 [5,] 1.691720e-02 2.167117e-02 2.651161e-02 3.055464e-02 3.286725e-02
 [6,] 1.948419e-02 2.482385e-02 3.066610e-02 3.606414e-02 3.997359e-02
 [7,] 2.245171e-02 2.808754e-02 3.470961e-02 4.128452e-02 4.666855e-02
 [8,] 2.604930e-02 3.163873e-02 3.876285e-02 4.631386e-02 5.298683e-02
 [9,] 3.041740e-02 3.565481e-02 4.295618e-02 5.126809e-02 5.908993e-02
[10,] 3.543828e-02 4.020897e-02 4.738387e-02 5.620596e-02 6.508617e-02
[11,] 4.060297e-02 4.512153e-02 5.202399e-02 6.109562e-02 7.092715e-02
[12,] 4.503183e-02 4.985374e-02 5.662577e-02 6.577709e-02 7.639784e-02
[13,] 4.769621e-02 5.354908e-02 6.063665e-02 6.990363e-02 8.114174e-02
[14,] 4.776465e-02 5.525386e-02 6.325770e-02 7.291112e-02 8.467607e-02
[15,] 4.491368e-02 5.423669e-02 6.364900e-02 7.408586e-02 8.641683e-02
[16,] 3.946082e-02 5.026491e-02 6.121204e-02 7.274659e-02 8.576267e-02
[17,] 3.227030e-02 4.372060e-02 5.583069e-02 6.848175e-02 8.224966e-02
[18,] 2.448333e-02 3.551386e-02 4.797361e-02 6.134746e-02 7.573190e-02
[19,] 1.718729e-02 2.682869e-02 3.861413e-02 5.194552e-02 6.651722e-02
[20,] 1.114770e-02 1.879424e-02 2.898415e-02 4.133600e-02 5.539645e-02
[21,] 6.689211e-03 1.220297e-02 2.024142e-02 3.078981e-02 4.352935e-02
[22,] 3.740112e-03 7.376483e-03 1.317606e-02 2.145492e-02 3.219292e-02
[23,] 1.984633e-03 4.209051e-03 8.072108e-03 1.406708e-02 2.246352e-02
[24,] 1.035569e-03 2.334074e-03 4.761793e-03 8.825940e-03 1.495749e-02
[25,] 5.581969e-04 1.315766e-03 2.812610e-03 5.472172e-03 9.742343e-03
[26,] 3.221800e-04 7.862159e-04 1.738060e-03 3.497370e-03 6.444130e-03
[27,] 1.970833e-04 5.002480e-04 1.143917e-03 2.369506e-03 4.477063e-03
[28,] 1.217731e-04 3.260501e-04 7.810907e-04 1.681981e-03 3.276582e-03
[29,] 7.231647e-05 2.069425e-04 5.270387e-04 1.198352e-03 2.443954e-03
[30,] 3.994926e-05 1.232057e-04 3.370685e-04 8.195852e-04 1.776344e-03
[31,] 2.017561e-05 6.736317e-05 1.991577e-04 5.219396e-04 1.214604e-03
[32,] 9.237688e-06 3.346761e-05 1.072616e-04 3.042880e-04 7.648367e-04
[33,] 3.819797e-06 1.503342e-05 5.231307e-05 1.610068e-04 4.385285e-04
[34,] 1.423933e-06 6.091240e-06 2.303232e-05 7.699600e-05 2.276306e-04
[35,] 4.781436e-07 2.223791e-06 9.140749e-06 3.320997e-05 1.066668e-04
[36,] 1.445715e-07 7.311376e-07 3.267633e-06 1.290660e-05 4.505853e-05
[37,] 3.935368e-08 2.164284e-07 1.051821e-06 4.517350e-06 1.714604e-05
[38,] 9.643383e-09 5.767494e-08 3.048128e-07 1.423563e-06 5.875316e-06
[39,] 2.127143e-09 1.383541e-08 7.951878e-08 4.038645e-07 1.812580e-06
[40,] 4.223559e-10 2.987556e-09 1.867381e-08 1.031413e-07 5.034065e-07
[41,] 7.548663e-11 5.807006e-10 3.947407e-09 2.371109e-08 1.258556e-07
[42,] 1.214421e-11 1.016009e-10 7.511081e-10 4.906654e-09 2.832350e-08
[43,] 1.758631e-12 1.600110e-11 1.286473e-10 9.139640e-10 5.737653e-09
[44,] 2.292374e-13 2.268339e-12 1.983380e-11 1.532430e-10 1.046240e-09
[45,] 2.689693e-14 2.894494e-13 2.752440e-12 2.312808e-11 1.717262e-10
[46,] 2.840692e-15 3.324618e-14 3.438226e-13 3.141981e-12 2.537157e-11
[47,] 2.700539e-16 3.437287e-15 3.865950e-14 3.842137e-13 3.374147e-12
[48,] 2.310903e-17 3.198857e-16 3.912758e-15 4.229094e-14 4.039112e-13
[49,] 1.779992e-18 2.679655e-17 3.564633e-16 4.190124e-15 4.352243e-14
[50,] 1.234129e-19 2.020548e-18 2.923161e-17 3.736909e-16 4.221302e-15
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 5.991697e-03 4.157392e-03 2.586195e-03 1.443187e-03 7.235104e-04
 [2,] 1.043092e-02 7.814962e-03 5.263678e-03 3.186809e-03 1.735999e-03
 [3,] 1.658040e-02 1.336225e-02 9.718676e-03 6.372243e-03 3.767391e-03
 [4,] 2.420807e-02 2.087240e-02 1.632962e-02 1.156410e-02 7.406916e-03
 [5,] 3.273471e-02 2.997187e-02 2.508255e-02 1.910902e-02 1.322435e-02
 [6,] 4.144573e-02 3.990940e-02 3.545131e-02 2.888956e-02 2.151533e-02
 [7,] 4.979322e-02 4.984981e-02 4.652972e-02 4.023428e-02 3.205716e-02
 [8,] 5.759593e-02 5.924050e-02 5.740733e-02 5.211812e-02 4.405772e-02
 [9,] 6.500404e-02 6.801224e-02 6.758522e-02 6.360898e-02 5.641862e-02
[10,] 7.226674e-02 7.647363e-02 7.715609e-02 7.431147e-02 6.823321e-02
[11,] 7.947319e-02 8.497421e-02 8.661234e-02 8.450768e-02 7.923603e-02
[12,] 8.642217e-02 9.356247e-02 9.640047e-02 9.487440e-02 8.989519e-02
[13,] 9.264907e-02 1.018349e-01 1.065016e-01 1.059381e-01 1.010490e-01
[14,] 9.753378e-02 1.090133e-01 1.162693e-01 1.175912e-01 1.132822e-01
[15,] 1.004106e-01 1.141524e-01 1.245663e-01 1.289271e-01 1.263952e-01
[16,] 1.006646e-01 1.163621e-01 1.300816e-01 1.384371e-01 1.392374e-01
[17,] 9.783937e-02 1.149914e-01 1.316769e-01 1.444363e-01 1.499559e-01
[18,] 9.176020e-02 1.097667e-01 1.286689e-01 1.455371e-01 1.565183e-01
[19,] 8.263969e-02 1.008760e-01 1.210018e-01 1.410331e-01 1.573059e-01
[20,] 7.112104e-02 8.897527e-02 1.092826e-01 1.311072e-01 1.515985e-01
[21,] 5.822796e-02 7.510502e-02 9.466129e-02 1.168033e-01 1.398106e-01
[22,] 4.520927e-02 6.053596e-02 7.859534e-02 9.976418e-02 1.233932e-01
[23,] 3.329294e-02 4.657011e-02 6.258037e-02 8.183392e-02 1.044252e-01
[24,] 2.341136e-02 3.432222e-02 4.792095e-02 6.468237e-02 8.506498e-02
[25,] 1.599987e-02 2.451788e-02 3.556529e-02 4.956872e-02 6.709471e-02
[26,] 1.095735e-02 1.736952e-02 2.599682e-02 3.724925e-02 5.169900e-02
[27,] 7.784120e-03 1.259050e-02 1.919301e-02 2.796670e-02 3.945181e-02
[28,] 5.824690e-03 9.557768e-03 1.468634e-02 2.148169e-02 3.039022e-02
[29,] 4.501263e-03 7.561249e-03 1.174438e-02 1.716862e-02 2.409878e-02
[30,] 3.447362e-03 6.032863e-03 9.622371e-03 1.420800e-02 1.982858e-02
[31,] 2.516716e-03 4.663890e-03 7.785767e-03 1.184301e-02 1.670135e-02
[32,] 1.706041e-03 3.386089e-03 6.006616e-03 9.594776e-03 1.397233e-02
[33,] 1.057957e-03 2.264251e-03 4.310425e-03 7.332597e-03 1.123611e-02
[34,] 5.954598e-04 1.379497e-03 2.834734e-03 5.181204e-03 8.465150e-03
[35,] 3.029666e-04 7.613590e-04 1.694379e-03 3.344850e-03 5.874959e-03
[36,] 1.390609e-04 3.795128e-04 9.163813e-04 1.959679e-03 3.718402e-03
[37,] 5.752103e-05 1.705884e-04 4.473757e-04 1.038141e-03 2.134009e-03
[38,] 2.143006e-05 6.908743e-05 1.968989e-04 4.962686e-04 1.106951e-03
[39,] 7.189033e-06 2.519901e-05 7.807076e-05 2.138387e-04 5.180526e-04
[40,] 2.171212e-06 8.275606e-06 2.787690e-05 8.300440e-05 2.185235e-04
[41,] 5.903130e-07 2.446760e-06 8.962323e-06 2.901439e-05 8.303392e-05
[42,] 1.444748e-07 6.512197e-07 2.593984e-06 9.131478e-06 2.841241e-05
[43,] 3.182878e-08 1.560238e-07 6.758590e-07 2.587242e-06 8.753384e-06
[44,] 6.311905e-09 3.364895e-08 1.585153e-07 6.598950e-07 2.427806e-06
[45,] 1.126707e-09 6.532289e-09 3.346605e-08 1.515096e-07 6.061724e-07
[46,] 1.810374e-10 1.141478e-09 6.359883e-09 3.131283e-08 1.362404e-07
[47,] 2.618374e-11 1.795466e-10 1.087935e-09 5.825285e-09 2.756354e-08
[48,] 3.408796e-12 2.542102e-11 1.675191e-10 9.754875e-10 5.019698e-09
[49,] 3.994621e-13 3.239774e-12 2.321840e-11 1.470395e-10 8.228688e-10
[50,] 4.213630e-14 3.716574e-13 2.896723e-12 1.995051e-11 1.214208e-10
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 3.266197e-04 1.332406e-04 4.942011e-05 1.691510e-05 5.582469e-06
 [2,] 8.525552e-04 3.786282e-04 1.528420e-04 5.669785e-05 1.992166e-05
 [3,] 2.011284e-03 9.721317e-04 4.272386e-04 1.721703e-04 6.498022e-05
 [4,] 4.293783e-03 2.257307e-03 1.080067e-03 4.734796e-04 1.930755e-04
 [5,] 8.309870e-03 4.746815e-03 2.471820e-03 1.179580e-03 5.216366e-04
 [6,] 1.461622e-02 9.057169e-03 5.128649e-03 2.664515e-03 1.280656e-03
 [7,] 2.344965e-02 1.572276e-02 9.667101e-03 5.465154e-03 2.858005e-03
 [8,] 3.449531e-02 2.492638e-02 1.660061e-02 1.019969e-02 5.804367e-03
 [9,] 4.687515e-02 3.628439e-02 2.607260e-02 1.737071e-02 1.074812e-02
[10,] 5.945954e-02 4.886722e-02 3.765640e-02 2.710111e-02 1.819571e-02
[11,] 7.139360e-02 6.153989e-02 5.039421e-02 3.894050e-02 2.826540e-02
[12,] 8.253626e-02 7.349644e-02 6.314720e-02 5.190721e-02 4.048875e-02
[13,] 9.350881e-02 8.468412e-02 7.512682e-02 6.483454e-02 5.384296e-02
[14,] 1.052742e-01 9.582591e-02 8.631285e-02 7.690026e-02 6.709023e-02
[15,] 1.184618e-01 1.079732e-01 9.747636e-02 8.805766e-02 7.931824e-02
[16,] 1.328014e-01 1.218025e-01 1.097341e-01 9.908598e-02 9.040806e-02
[17,] 1.469498e-01 1.370197e-01 1.238319e-01 1.111650e-01 1.011314e-01
[18,] 1.587714e-01 1.521648e-01 1.395136e-01 1.251461e-01 1.127491e-01
[19,] 1.659393e-01 1.649016e-01 1.552859e-01 1.408740e-01 1.262592e-01
[20,] 1.666348e-01 1.726749e-01 1.686968e-01 1.568969e-01 1.416585e-01
[21,] 1.601238e-01 1.734998e-01 1.770282e-01 1.707176e-01 1.575887e-01
[22,] 1.470150e-01 1.666161e-01 1.781569e-01 1.795080e-01 1.715553e-01
[23,] 1.290907e-01 1.527634e-01 1.712740e-01 1.810251e-01 1.806536e-01
[24,] 1.087671e-01 1.339518e-01 1.571759e-01 1.743842e-01 1.825280e-01
[25,] 8.842419e-02 1.128183e-01 1.379928e-01 1.603709e-01 1.761955e-01
[26,] 6.990095e-02 9.187479e-02 1.164778e-01 1.411508e-01 1.623884e-01
[27,] 5.430421e-02 7.298069e-02 9.520706e-02 1.195222e-01 1.432646e-01
[28,] 4.206426e-02 5.718322e-02 7.604439e-02 9.808775e-02 1.216398e-01
[29,] 3.306814e-02 4.482063e-02 6.000333e-02 7.871214e-02 1.001316e-01
[30,] 2.677630e-02 3.568933e-02 4.737580e-02 6.239229e-02 8.060149e-02
[31,] 2.235795e-02 2.917849e-02 3.791633e-02 4.939864e-02 6.402467e-02
[32,] 1.890899e-02 2.442003e-02 3.098991e-02 3.947398e-02 5.064755e-02
[33,] 1.572118e-02 2.052058e-02 2.573664e-02 3.199758e-02 4.021180e-02
[34,] 1.247322e-02 1.683130e-02 2.131193e-02 2.616166e-02 3.214034e-02
[35,] 9.232703e-03 1.311562e-02 1.714439e-02 2.120591e-02 2.571634e-02
[36,] 6.282174e-03 9.513096e-03 1.307113e-02 1.664639e-02 2.029177e-02
[37,] 3.894434e-03 6.336534e-03 9.267935e-03 1.237245e-02 1.547082e-02
[38,] 2.188180e-03 3.843981e-03 6.033956e-03 8.553990e-03 1.116784e-02
[39,] 1.111074e-03 2.113416e-03 3.578527e-03 5.434028e-03 7.507136e-03
[40,] 5.089736e-04 1.050091e-03 1.923958e-03 3.146817e-03 4.643211e-03
[41,] 2.101476e-04 4.707503e-04 9.350428e-04 1.653024e-03 2.621250e-03
[42,] 7.816155e-05 1.902222e-04 4.100874e-04 7.853123e-04 1.343697e-03
[43,] 2.617964e-05 6.924618e-05 1.621415e-04 3.367994e-04 6.234286e-04
[44,] 7.895082e-06 2.270137e-05 5.775974e-05 1.302530e-04 2.612682e-04
[45,] 2.143512e-06 6.701101e-06 1.853168e-05 4.539424e-05 9.877682e-05
[46,] 5.238930e-07 1.780847e-06 5.353863e-06 1.425053e-05 3.366283e-05
[47,] 1.152633e-07 4.260526e-07 1.392598e-06 4.028733e-06 1.033617e-05
[48,] 2.282764e-08 9.175669e-08 3.261033e-07 1.025520e-06 2.858554e-06
[49,] 4.069553e-09 1.778847e-08 6.874370e-08 2.350252e-07 7.119085e-07
[50,] 6.530484e-10 3.104272e-09 1.304506e-08 4.848999e-08 1.596385e-07
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 2.000888e-06 9.347410e-07 5.809259e-07 4.002587e-07 2.649494e-07
 [2,] 7.221172e-06 3.189749e-06 1.895464e-06 1.331657e-06 9.350697e-07
 [3,] 2.437651e-05 1.040593e-05 5.831926e-06 4.080647e-06 3.002182e-06
 [4,] 7.629495e-05 3.233317e-05 1.709246e-05 1.162786e-05 8.811370e-06
 [5,] 2.198701e-04 9.493870e-05 4.801465e-05 3.116681e-05 2.380634e-05
 [6,] 5.806634e-04 2.610181e-04 1.292985e-04 7.950088e-05 5.977406e-05
 [7,] 1.401467e-03 6.664337e-04 3.319502e-04 1.947120e-04 1.411353e-04
 [8,] 3.087895e-03 1.570519e-03 8.054299e-04 4.593451e-04 3.173524e-04
 [9,] 6.212157e-03 3.403005e-03 1.830378e-03 1.040294e-03 6.866888e-04
[10,] 1.142497e-02 6.767224e-03 3.867259e-03 2.243657e-03 1.436829e-03
[11,] 1.925016e-02 1.234730e-02 7.558191e-03 4.564530e-03 2.900729e-03
[12,] 2.980786e-02 2.069108e-02 1.362576e-02 8.685481e-03 5.606145e-03
[13,] 4.259994e-02 3.191349e-02 2.263731e-02 1.536257e-02 1.026836e-02
[14,] 5.652706e-02 4.545881e-02 3.468117e-02 2.516511e-02 1.765976e-02
[15,] 7.022909e-02 6.010588e-02 4.910531e-02 3.812205e-02 2.832225e-02
[16,] 8.265725e-02 7.432633e-02 6.452243e-02 5.344364e-02 4.218672e-02
[17,] 9.359967e-02 8.691079e-02 7.920774e-02 6.954459e-02 5.829095e-02
[18,] 1.038320e-01 9.756388e-02 9.179671e-02 8.450215e-02 7.484149e-02
[19,] 1.147284e-01 1.070997e-01 1.019483e-01 9.683332e-02 8.974734e-02
[20,] 1.274699e-01 1.170434e-01 1.105640e-01 1.062114e-01 1.014719e-01
[21,] 1.422358e-01 1.287826e-01 1.193536e-01 1.136774e-01 1.097748e-01
[22,] 1.577859e-01 1.426852e-01 1.299159e-01 1.211454e-01 1.158808e-01
[23,] 1.716485e-01 1.576258e-01 1.427892e-01 1.304070e-01 1.219042e-01
[24,] 1.808541e-01 1.711498e-01 1.569351e-01 1.421286e-01 1.297838e-01
[25,] 1.829352e-01 1.802186e-01 1.698920e-01 1.553139e-01 1.402516e-01
[26,] 1.768029e-01 1.822549e-01 1.785433e-01 1.674660e-01 1.523029e-01
[27,] 1.631308e-01 1.760808e-01 1.802185e-01 1.753930e-01 1.633893e-01
[28,] 1.440745e-01 1.623473e-01 1.736990e-01 1.763759e-01 1.702778e-01
[29,] 1.224769e-01 1.432524e-01 1.596830e-01 1.692341e-01 1.702798e-01
[30,] 1.009719e-01 1.216960e-01 1.404723e-01 1.547961e-01 1.623495e-01
[31,] 8.139927e-02 1.003227e-01 1.190464e-01 1.355158e-01 1.475145e-01
[32,] 6.468018e-02 8.090978e-02 9.803248e-02 1.144429e-01 1.283878e-01
[33,] 5.101007e-02 6.426978e-02 7.908284e-02 9.412830e-02 1.080320e-01
[34,] 4.012523e-02 5.050596e-02 6.283657e-02 7.602424e-02 8.883668e-02
[35,] 3.151264e-02 3.933713e-02 4.926335e-02 6.053860e-02 7.198370e-02
[36,] 2.457600e-02 3.032640e-02 3.805229e-02 4.747969e-02 5.761566e-02
[37,] 1.879671e-02 2.301552e-02 2.884742e-02 3.650078e-02 4.537499e-02
[38,] 1.386005e-02 1.702111e-02 2.133387e-02 2.732660e-02 3.488324e-02
[39,] 9.679394e-03 1.209918e-02 1.526044e-02 1.978118e-02 2.594309e-02
[40,] 6.304974e-03 8.144620e-03 1.044556e-02 1.373809e-02 1.850732e-02
[41,] 3.786230e-03 5.121831e-03 6.761053e-03 9.075388e-03 1.256593e-02
[42,] 2.079018e-03 2.975976e-03 4.091091e-03 5.650074e-03 8.059493e-03
[43,] 1.038127e-03 1.584577e-03 2.291402e-03 3.284799e-03 4.846595e-03
[44,] 4.697066e-04 7.687019e-04 1.178640e-03 1.768504e-03 2.712855e-03
[45,] 1.921259e-04 3.384129e-04 5.535066e-04 8.755857e-04 1.404013e-03
[46,] 7.093907e-05 1.348436e-04 2.363149e-04 3.964378e-04 6.679566e-04
[47,] 2.362187e-05 4.854535e-05 9.145406e-05 1.634603e-04 2.907269e-04
[48,] 7.089356e-06 1.577228e-05 3.201649e-05 6.118887e-05 1.153317e-04
[49,] 1.916862e-06 4.621012e-06 1.012504e-05 2.074878e-05 4.158060e-05
[50,] 4.668247e-07 1.220261e-06 2.889728e-06 6.363363e-06 1.359498e-05
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 1.592704e-07 8.541779e-08 4.064537e-08 1.712834e-08 6.387641e-09
 [2,] 6.052988e-07 3.513880e-07 1.813363e-07 8.294431e-08 3.358958e-08
 [3,] 2.082357e-06 1.305831e-06 7.301217e-07 3.622839e-07 1.592549e-07
 [4,] 6.499409e-06 4.388957e-06 2.654951e-06 1.427981e-06 6.810397e-07
 [5,] 1.846683e-05 1.336456e-05 8.727777e-06 5.082753e-06 2.628216e-06
 [6,] 4.800396e-05 3.696209e-05 2.597427e-05 1.635184e-05 9.158735e-06
 [7,] 1.149888e-04 9.319208e-05 7.012100e-05 4.760546e-05 2.884429e-05
 [8,] 2.563386e-04 2.153747e-04 1.722227e-04 1.256361e-04 8.219075e-05
 [9,] 5.384117e-04 4.598397e-04 3.864944e-04 3.013071e-04 2.122258e-04
[10,] 1.079735e-03 9.167007e-04 7.975056e-04 6.590170e-04 4.976602e-04
[11,] 2.090236e-03 1.728708e-03 1.526541e-03 1.321429e-03 1.063134e-03
[12,] 3.926072e-03 3.125860e-03 2.742446e-03 2.447358e-03 2.078421e-03
[13,] 7.137192e-03 5.476771e-03 4.687697e-03 4.229570e-03 3.742812e-03
[14,] 1.245263e-02 9.333258e-03 7.724391e-03 6.908636e-03 6.264815e-03
[15,] 2.063221e-02 1.540833e-02 1.237656e-02 1.081330e-02 9.861713e-03
[16,] 3.215290e-02 2.441158e-02 1.930351e-02 1.640374e-02 1.479675e-02
[17,] 4.681003e-02 3.671500e-02 2.912335e-02 2.424521e-02 2.142902e-02
[18,] 6.344903e-02 5.194906e-02 4.206714e-02 3.482628e-02 3.019382e-02
[19,] 8.008551e-02 6.876767e-02 5.758538e-02 4.821171e-02 4.142240e-02
[20,] 9.452107e-02 8.504180e-02 7.416503e-02 6.367567e-02 5.500429e-02
[21,] 1.052513e-01 9.855260e-02 8.960509e-02 7.958645e-02 7.006227e-02
[22,] 1.121945e-01 1.079238e-01 1.017703e-01 9.376375e-02 8.491513e-02
[23,] 1.167832e-01 1.132926e-01 1.095054e-01 1.042643e-01 9.750595e-02
[24,] 1.212967e-01 1.162924e-01 1.132012e-01 1.102282e-01 1.061808e-01
[25,] 1.277477e-01 1.192982e-01 1.146483e-01 1.122987e-01 1.104163e-01
[26,] 1.368584e-01 1.242999e-01 1.162161e-01 1.123417e-01 1.110633e-01
[27,] 1.475741e-01 1.319344e-01 1.197641e-01 1.125983e-01 1.099488e-01
[28,] 1.573104e-01 1.410807e-01 1.257846e-01 1.146971e-01 1.090598e-01
[29,] 1.628682e-01 1.491771e-01 1.331120e-01 1.189577e-01 1.097185e-01
[30,] 1.616982e-01 1.531719e-01 1.393069e-01 1.242328e-01 1.120858e-01
[31,] 1.529818e-01 1.507747e-01 1.416009e-01 1.283318e-01 1.151279e-01
[32,] 1.379734e-01 1.414569e-01 1.380660e-01 1.288995e-01 1.170323e-01
[33,] 1.193913e-01 1.266671e-01 1.284748e-01 1.244319e-01 1.159520e-01
[34,] 1.002097e-01 1.091178e-01 1.143777e-01 1.149567e-01 1.108129e-01
[35,] 8.256180e-02 9.156662e-02 9.833397e-02 1.019925e-01 1.018056e-01
[36,] 6.731211e-02 7.581037e-02 8.276117e-02 8.779638e-02 9.027460e-02
[37,] 5.433931e-02 6.238675e-02 6.907458e-02 7.435625e-02 7.805848e-02
[38,] 4.314261e-02 5.095052e-02 5.751981e-02 6.270912e-02 6.668075e-02
[39,] 3.332692e-02 4.090409e-02 4.759916e-02 5.288017e-02 5.684931e-02
[40,] 2.477011e-02 3.185957e-02 3.867944e-02 4.430762e-02 4.846123e-02
[41,] 1.754112e-02 2.376805e-02 3.040748e-02 3.638600e-02 4.097733e-02
[42,] 1.173816e-02 1.680082e-02 2.280519e-02 2.882173e-02 3.387287e-02
[43,] 7.369259e-03 1.115430e-02 1.613004e-02 2.170191e-02 2.692970e-02
[44,] 4.311949e-03 6.905194e-03 1.066122e-02 1.534927e-02 2.028853e-02
[45,] 2.337394e-03 3.961348e-03 6.536725e-03 1.010222e-02 1.431021e-02
[46,] 1.167501e-03 2.094727e-03 3.695732e-03 6.141823e-03 9.360611e-03
[47,] 5.348540e-04 1.016386e-03 1.917366e-03 3.429470e-03 5.637243e-03
[48,] 2.238729e-04 4.508175e-04 9.091864e-04 1.750828e-03 3.108341e-03
[49,] 8.535464e-05 1.822352e-04 3.927994e-04 8.143650e-04 1.562680e-03
[50,] 2.957189e-05 6.697515e-05 1.542355e-04 3.441736e-04 7.140412e-04
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.107306e-09 6.148633e-10 1.586438e-10 3.619153e-11 7.299371e-12
 [2,] 1.203681e-08 3.815713e-09 1.069813e-09 2.652399e-10 5.814530e-11
 [3,] 6.197172e-08 2.133887e-08 6.499932e-09 1.751136e-09 4.171925e-10
 [4,] 2.876785e-07 1.075657e-07 3.558899e-08 1.041654e-08 2.696570e-09
 [5,] 1.204549e-06 4.889031e-07 1.756484e-07 5.584008e-08 1.570440e-08
 [6,] 4.551530e-06 2.004418e-06 7.816874e-07 2.698378e-07 8.242539e-08
 [7,] 1.553023e-05 7.416250e-06 3.138018e-06 1.175806e-06 3.899857e-07
 [8,] 4.788926e-05 2.477882e-05 1.136912e-05 4.621901e-06 1.663907e-06
 [9,] 1.335996e-04 7.482153e-05 3.719804e-05 1.639750e-05 6.404462e-06
[10,] 3.376849e-04 2.043987e-04 1.099978e-04 5.253907e-05 2.225014e-05
[11,] 7.748823e-04 5.058811e-04 2.942884e-04 1.521554e-04 6.981685e-05
[12,] 1.618910e-03 1.136526e-03 7.133359e-04 3.987047e-04 1.980269e-04
[13,] 3.092146e-03 2.324095e-03 1.569552e-03 9.466397e-04 5.082673e-04
[14,] 5.431283e-03 4.342628e-03 3.143194e-03 2.040404e-03 1.182180e-03
[15,] 8.845328e-03 7.455322e-03 5.750565e-03 4.003097e-03 2.496549e-03
[16,] 1.350165e-02 1.185015e-02 9.662677e-03 7.175323e-03 4.799841e-03
[17,] 1.956550e-02 1.761693e-02 1.502194e-02 1.181205e-02 8.432884e-03
[18,] 2.726371e-02 2.479699e-02 2.181821e-02 1.798806e-02 1.361050e-02
[19,] 3.687763e-02 3.346736e-02 2.995685e-02 2.558278e-02 2.032633e-02
[20,] 4.857012e-02 4.374972e-02 3.936710e-02 3.437270e-02 2.835556e-02
[21,] 6.206695e-02 5.564814e-02 5.002651e-02 4.416267e-02 3.737297e-02
[22,] 7.638576e-02 6.875742e-02 6.181069e-02 5.482128e-02 4.710035e-02
[23,] 8.987977e-02 8.205430e-02 7.423467e-02 6.614224e-02 5.734543e-02
[24,] 1.007153e-01 9.401549e-02 8.630880e-02 7.762286e-02 6.787422e-02
[25,] 1.075974e-01 1.031123e-01 9.671467e-02 8.838063e-02 7.822844e-02
[26,] 1.103345e-01 1.084359e-01 1.042769e-01 9.736121e-02 8.769196e-02
[27,] 1.098960e-01 1.100690e-01 1.084474e-01 1.037461e-01 9.549927e-02
[28,] 1.079381e-01 1.089756e-01 1.094774e-01 1.072698e-01 1.011439e-01
[29,] 1.060834e-01 1.065094e-01 1.081834e-01 1.082138e-01 1.045254e-01
[30,] 1.053153e-01 1.038570e-01 1.055110e-01 1.071146e-01 1.058115e-01
[31,] 1.056914e-01 1.016807e-01 1.021921e-01 1.044521e-01 1.051653e-01
[32,] 1.064019e-01 1.000234e-01 9.863585e-02 1.005464e-01 1.026091e-01
[33,] 1.061179e-01 9.840314e-02 9.497506e-02 9.565994e-02 9.815004e-02
[34,] 1.035413e-01 9.603396e-02 9.113138e-02 9.011432e-02 9.202759e-02
[35,] 9.797991e-02 9.214937e-02 8.686545e-02 8.426619e-02 8.482311e-02
[36,] 8.967349e-02 8.635215e-02 8.187287e-02 7.837058e-02 7.730697e-02
[37,] 7.967545e-02 7.882506e-02 7.594997e-02 7.248122e-02 7.012975e-02
[38,] 6.934724e-02 7.026352e-02 6.914662e-02 6.649231e-02 6.358405e-02
[39,] 5.977108e-02 6.155799e-02 6.179216e-02 6.028653e-02 5.758665e-02
[40,] 5.140597e-02 5.341760e-02 5.436620e-02 5.387043e-02 5.185856e-02
[41,] 4.411260e-02 4.614196e-02 4.729613e-02 4.740525e-02 4.615984e-02
[42,] 3.744241e-02 3.962702e-02 4.079965e-02 4.112796e-02 4.043429e-02
[43,] 3.098446e-02 3.355305e-02 3.484787e-02 3.522629e-02 3.480296e-02
[44,] 2.459894e-02 2.763209e-02 2.925574e-02 2.975302e-02 2.944692e-02
[45,] 1.846140e-02 2.179221e-02 2.384561e-02 2.463689e-02 2.448123e-02
[46,] 1.293855e-02 1.621951e-02 1.859297e-02 1.978325e-02 1.991218e-02
[47,] 8.387680e-03 1.125336e-02 1.366907e-02 1.519064e-02 1.569559e-02
[48,] 4.993530e-03 7.208829e-03 9.358059e-03 1.099476e-02 1.183166e-02
[49,] 2.715585e-03 4.233236e-03 5.908288e-03 7.407340e-03 8.408955e-03
[50,] 1.343716e-03 2.266970e-03 3.415387e-03 4.599367e-03 5.563173e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.301434e-12 2.051099e-13 2.857286e-14 3.518051e-15 3.828374e-16
 [2,] 1.126912e-11 1.930757e-12 2.924130e-13 3.914454e-14 4.631585e-15
 [3,] 8.788270e-11 1.636722e-11 2.694717e-12 3.921809e-13 5.045081e-14
 [4,] 6.173229e-10 1.249596e-10 2.236334e-11 3.538138e-12 4.948250e-13
 [5,] 3.906479e-09 8.593489e-10 1.671538e-10 2.874604e-11 4.370343e-12
 [6,] 2.227420e-08 5.324033e-09 1.125400e-09 2.103498e-10 3.476147e-11
 [7,] 1.144618e-07 2.972115e-08 6.826175e-09 1.386515e-09 2.490277e-10
 [8,] 5.302504e-07 1.495354e-07 3.730881e-08 8.233696e-09 1.607022e-09
 [9,] 2.215201e-06 6.782675e-07 1.837863e-07 4.405962e-08 9.343180e-09
[10,] 8.349101e-06 2.774518e-06 8.162217e-07 2.125039e-07 4.895008e-08
[11,] 2.840464e-05 1.023980e-05 3.269281e-06 9.240653e-07 2.311564e-07
[12,] 8.728696e-05 3.411509e-05 1.181510e-05 3.624157e-06 9.842021e-07
[13,] 2.424869e-04 1.026713e-04 3.854830e-05 1.282564e-05 3.779668e-06
[14,] 6.096544e-04 2.793678e-04 1.136211e-04 4.097937e-05 1.309835e-05
[15,] 1.389221e-03 6.880514e-04 3.028224e-04 1.182985e-04 4.098528e-05
[16,] 2.874844e-03 1.536169e-03 7.306392e-04 3.088338e-04 1.158811e-04
[17,] 5.417601e-03 3.115467e-03 1.598397e-03 7.300147e-04 2.963393e-04
[18,] 9.332986e-03 5.755854e-03 3.177331e-03 1.564987e-03 6.862952e-04
[19,] 1.477707e-02 9.725879e-03 5.756092e-03 3.049558e-03 1.441864e-03
[20,] 2.166194e-02 1.511437e-02 9.543043e-03 5.418351e-03 2.754591e-03
[21,] 2.968200e-02 2.176556e-02 1.456308e-02 8.816652e-03 4.801150e-03
[22,] 3.845299e-02 2.932937e-02 2.061722e-02 1.321873e-02 7.670194e-03
[23,] 4.766442e-02 3.741161e-02 2.735184e-02 1.841163e-02 1.130424e-02
[24,] 5.711413e-02 4.571876e-02 3.440765e-02 2.407458e-02 1.550307e-02
[25,] 6.659165e-02 5.408212e-02 4.154576e-02 2.991487e-02 2.000358e-02
[26,] 7.573364e-02 6.235320e-02 4.865883e-02 3.576836e-02 2.459389e-02
[27,] 8.402366e-02 7.029317e-02 5.567992e-02 4.159848e-02 2.918654e-02
[28,] 9.096952e-02 7.758646e-02 6.249910e-02 4.741948e-02 3.380874e-02
[29,] 9.629188e-02 8.396227e-02 6.897264e-02 5.323186e-02 3.853956e-02
[30,] 9.992190e-02 8.926229e-02 7.497618e-02 5.901397e-02 4.345628e-02
[31,] 1.017979e-01 9.333176e-02 8.037047e-02 6.470905e-02 4.860291e-02
[32,] 1.016791e-01 9.581906e-02 8.483997e-02 7.012241e-02 5.392594e-02
[33,] 9.920635e-02 9.612231e-02 8.775209e-02 7.476020e-02 5.914189e-02
[34,] 9.421060e-02 9.363107e-02 8.824990e-02 7.778092e-02 6.361529e-02
[35,] 8.702183e-02 8.814461e-02 8.562589e-02 7.821397e-02 6.640675e-02
[36,] 7.850702e-02 8.016155e-02 7.976834e-02 7.539770e-02 6.657272e-02
[37,] 6.977663e-02 7.080597e-02 7.136945e-02 6.938147e-02 6.359907e-02
[38,] 6.174744e-02 6.141352e-02 6.173219e-02 6.102032e-02 5.771029e-02
[39,] 5.483417e-02 5.302705e-02 5.228076e-02 5.168557e-02 4.985123e-02
[40,] 4.892752e-02 4.608343e-02 4.405379e-02 4.275588e-02 4.134400e-02
[41,] 4.362113e-02 4.042449e-02 3.743668e-02 3.516299e-02 3.341327e-02
[42,] 3.851684e-02 3.556563e-02 3.222088e-02 2.919786e-02 2.681983e-02
[43,] 3.343147e-02 3.103309e-02 2.789478e-02 2.461490e-02 2.174682e-02
[44,] 2.842097e-02 2.658648e-02 2.397521e-02 2.091996e-02 1.793293e-02
[45,] 2.366025e-02 2.224567e-02 2.021183e-02 1.766643e-02 1.493436e-02
[46,] 1.929443e-02 1.816810e-02 1.660260e-02 1.462216e-02 1.236778e-02
[47,] 1.536823e-02 1.449679e-02 1.327501e-02 1.177003e-02 1.003358e-02
[48,] 1.185926e-02 1.128316e-02 1.034711e-02 9.200904e-03 7.904412e-03
[49,] 8.755705e-03 8.507231e-03 7.857743e-03 6.997713e-03 6.035615e-03
[50,] 6.098238e-03 6.140781e-03 5.780573e-03 5.179857e-03 4.475895e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.681935e-17 3.129493e-18 2.350707e-19 1.560420e-20 9.153656e-22
 [2,] 4.843445e-16 4.476406e-17 3.656308e-18 2.639273e-19 1.683621e-20
 [3,] 5.736365e-15 5.764651e-16 5.119904e-17 4.018749e-18 2.787715e-19
 [4,] 6.117030e-14 6.683720e-15 6.454551e-16 5.508950e-17 4.155395e-18
 [5,] 5.873488e-13 6.977359e-14 7.326184e-15 6.798883e-16 5.576389e-17
 [6,] 5.078494e-12 6.558701e-13 7.487191e-14 7.554661e-15 6.737291e-16
 [7,] 3.954554e-11 5.551780e-12 6.889972e-13 7.558309e-14 7.328730e-15
 [8,] 2.773526e-10 4.232282e-11 5.709617e-12 6.809174e-13 7.178049e-14
 [9,] 1.752270e-09 2.906011e-10 4.261198e-11 5.524101e-12 6.330673e-13
[10,] 9.974174e-09 1.797467e-09 2.864456e-10 4.036160e-11 5.027989e-12
[11,] 5.116228e-08 1.001707e-08 1.734609e-09 2.656241e-10 3.596531e-11
[12,] 2.365539e-07 5.030709e-08 9.464254e-09 1.574791e-09 2.317244e-10
[13,] 9.861776e-07 2.277407e-07 4.653644e-08 8.412316e-09 1.345012e-09
[14,] 3.708449e-06 9.296390e-07 2.062706e-07 4.049877e-08 7.034402e-09
[15,] 1.258494e-05 3.423128e-06 8.244468e-07 1.757604e-07 3.315695e-08
[16,] 3.856517e-05 1.137584e-05 2.972677e-06 6.878624e-07 1.408938e-07
[17,] 1.067975e-04 3.414038e-05 9.674215e-06 2.428663e-06 5.399220e-07
[18,] 2.675377e-04 9.260341e-05 2.843476e-05 7.740145e-06 1.866732e-06
[19,] 6.070824e-04 2.272569e-04 7.554657e-05 2.228138e-05 5.826199e-06
[20,] 1.250075e-03 5.052999e-04 1.816316e-04 5.798675e-05 1.642663e-05
[21,] 2.341745e-03 1.019901e-03 3.957544e-04 1.365889e-04 4.187681e-05
[22,] 4.004875e-03 1.873726e-03 7.830821e-04 2.916684e-04 9.664899e-05
[23,] 6.284015e-03 3.145090e-03 1.411183e-03 5.658534e-04 2.022805e-04
[24,] 9.109079e-03 4.849011e-03 2.325532e-03 1.000472e-03 3.848322e-04
[25,] 1.231142e-02 6.917976e-03 3.524735e-03 1.619240e-03 6.677446e-04
[26,] 1.569589e-02 9.223677e-03 4.953027e-03 2.414049e-03 1.061856e-03
[27,] 1.912917e-02 1.163605e-02 6.522083e-03 3.344203e-03 1.558189e-03
[28,] 2.258842e-02 1.408654e-02 8.155332e-03 4.354916e-03 2.130195e-03
[29,] 2.614673e-02 1.659729e-02 9.829934e-03 5.407981e-03 2.747637e-03
[30,] 2.992278e-02 1.926546e-02 1.159242e-02 6.507629e-03 3.396254e-03
[31,] 3.403213e-02 2.222296e-02 1.354410e-02 7.707755e-03 4.092585e-03
[32,] 3.853510e-02 2.558983e-02 1.580865e-02 9.099474e-03 4.886544e-03
[33,] 4.334344e-02 2.940963e-02 1.848767e-02 1.078492e-02 5.851394e-03
[34,] 4.809246e-02 3.354969e-02 2.159369e-02 1.283670e-02 7.062706e-03
[35,] 5.207743e-02 3.760056e-02 2.496162e-02 1.523757e-02 8.563921e-03
[36,] 5.437833e-02 4.087024e-02 2.818452e-02 1.781251e-02 1.031807e-02
[37,] 5.418698e-02 4.255220e-02 3.065111e-02 2.019850e-02 1.216254e-02
[38,] 5.118223e-02 4.203186e-02 3.172233e-02 2.190515e-02 1.380368e-02
[39,] 4.572795e-02 3.917355e-02 3.098513e-02 2.247293e-02 1.488217e-02
[40,] 3.876745e-02 3.441584e-02 2.844593e-02 2.166124e-02 1.509814e-02
[41,] 3.147471e-02 2.861673e-02 2.454879e-02 1.956140e-02 1.433647e-02
[42,] 2.485282e-02 2.273927e-02 2.000902e-02 1.656857e-02 1.272111e-02
[43,] 1.946833e-02 1.754244e-02 1.555785e-02 1.323170e-02 1.056799e-02
[44,] 1.540659e-02 1.340945e-02 1.172561e-02 1.006515e-02 8.266028e-03
[45,] 1.241349e-02 1.035208e-02 8.745200e-03 7.410410e-03 6.150427e-03
[46,] 1.011538e-02 8.142779e-03 6.583541e-03 5.391812e-03 4.423094e-03
[47,] 8.203222e-03 6.485451e-03 5.052047e-03 3.956954e-03 3.139247e-03
[48,] 6.515295e-03 5.144921e-03 3.929621e-03 2.960724e-03 2.245302e-03
[49,] 5.019050e-03 3.997094e-03 3.047061e-03 2.247578e-03 1.637396e-03
[50,] 3.741255e-03 3.009199e-03 2.314175e-03 1.702457e-03 1.212501e-03

> 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  
    77.5279       0.3426  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7kvh91257336512.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]  85.87265  87.68988  89.50712  91.32436  93.14160  94.95884  96.77608
 [8]  98.59332 100.41056 102.22780 104.04504 105.86227 107.67951 109.49675
[15] 111.31399 113.13123 114.94847 116.76571 118.58295 120.40019 122.21742
[22] 124.03466 125.85190 127.66914 129.48638 131.30362 133.12086 134.93810
[29] 136.75534 138.57258 140.38981 142.20705 144.02429 145.84153 147.65877
[36] 149.47601 151.29325 153.11049 154.92773 156.74496 158.56220 160.37944
[43] 162.19668 164.01392 165.83116 167.64840 169.46564 171.28288 173.10012
[50] 174.91735

$yords
 [1]  91.60345  92.54004  93.47663  94.41323  95.34982  96.28642  97.22301
 [8]  98.15960  99.09620 100.03279 100.96939 101.90598 102.84257 103.77917
[15] 104.71576 105.65236 106.58895 107.52554 108.46214 109.39873 110.33533
[22] 111.27192 112.20851 113.14511 114.08170 115.01830 115.95489 116.89149
[29] 117.82808 118.76467 119.70127 120.63786 121.57446 122.51105 123.44764
[36] 124.38424 125.32083 126.25743 127.19402 128.13061 129.06721 130.00380
[43] 130.94040 131.87699 132.81358 133.75018 134.68677 135.62337 136.55996
[50] 137.49655

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.581261e-05 2.797028e-05 5.128364e-05 9.324182e-05 1.659389e-04
 [2,] 3.027264e-05 4.707205e-05 8.067093e-05 1.411106e-04 2.426175e-04
 [3,] 6.399219e-05 8.474216e-05 1.308273e-04 2.174795e-04 3.639034e-04
 [4,] 1.438983e-04 1.648567e-04 2.215788e-04 3.392558e-04 5.474326e-04
 [5,] 3.235764e-04 3.389642e-04 3.971164e-04 5.410930e-04 8.202877e-04
 [6,] 6.897113e-04 7.010554e-04 7.458073e-04 8.951120e-04 1.233668e-03
 [7,] 1.347413e-03 1.387177e-03 1.414839e-03 1.535562e-03 1.888779e-03
 [8,] 2.369183e-03 2.535038e-03 2.592006e-03 2.666323e-03 2.963529e-03
 [9,] 3.715832e-03 4.192259e-03 4.424383e-03 4.511538e-03 4.704817e-03
[10,] 5.177373e-03 6.207960e-03 6.879886e-03 7.182864e-03 7.338302e-03
[11,] 6.399854e-03 8.192316e-03 9.628060e-03 1.050351e-02 1.088634e-02
[12,] 7.020287e-03 9.619975e-03 1.205854e-02 1.391369e-02 1.498046e-02
[13,] 6.843448e-03 1.005741e-02 1.349402e-02 1.658842e-02 1.883101e-02
[14,] 5.942103e-03 9.379590e-03 1.350332e-02 1.776724e-02 2.146183e-02
[15,] 4.609999e-03 7.826276e-03 1.211283e-02 1.711265e-02 2.212542e-02
[16,] 3.207538e-03 5.864024e-03 9.773142e-03 1.486044e-02 2.064671e-02
[17,] 2.009552e-03 3.961226e-03 7.119427e-03 1.167297e-02 1.747634e-02
[18,] 1.138021e-03 2.421395e-03 4.698751e-03 8.319146e-03 1.344716e-02
[19,] 5.843170e-04 1.343120e-03 2.816497e-03 5.389877e-03 9.417286e-03
[20,] 2.724735e-04 6.769336e-04 1.534648e-03 3.175711e-03 6.000738e-03
[21,] 1.153907e-04 3.098653e-04 7.594553e-04 1.699325e-03 3.472432e-03
[22,] 4.430816e-05 1.285683e-04 3.405418e-04 8.235768e-04 1.819115e-03
[23,] 1.538517e-05 4.821332e-05 1.379298e-04 3.603143e-04 8.597155e-04
[24,] 4.817863e-06 1.629588e-05 5.032190e-05 1.419042e-04 3.655152e-04
[25,] 1.359320e-06 4.960451e-06 1.652734e-05 5.028831e-05 1.397725e-04
[26,] 3.470453e-07 1.366446e-06 4.912519e-06 1.612924e-05 4.837518e-05
[27,] 8.159269e-08 3.470075e-07 1.347509e-06 4.778663e-06 1.547913e-05
[28,] 1.848264e-08 8.513288e-08 3.579720e-07 1.374241e-06 4.817138e-06
[29,] 4.379748e-09 2.192243e-08 1.001064e-07 4.170336e-07 1.584983e-06
[30,] 1.172802e-09 6.380195e-09 3.163060e-08 1.428984e-07 5.882771e-07
[31,] 3.508613e-10 2.065353e-09 1.106892e-08 5.400777e-08 2.399041e-07
[32,] 1.076594e-10 6.825639e-10 3.937884e-09 2.067321e-08 9.875836e-08
[33,] 3.142929e-11 2.140859e-10 1.326717e-09 7.480079e-09 3.836806e-08
[34,] 8.403007e-12 6.144049e-11 4.086758e-10 2.472922e-09 1.361280e-08
[35,] 2.028075e-12 1.591355e-11 1.135912e-10 7.375998e-10 4.357059e-09
[36,] 4.400587e-13 3.705572e-12 2.838526e-11 1.978003e-10 1.253881e-09
[37,] 8.581411e-14 7.755121e-13 6.375462e-12 4.767949e-11 3.243746e-10
[38,] 1.504759e-14 1.459488e-13 1.287737e-12 1.033597e-11 7.546934e-11
[39,] 2.373369e-15 2.470608e-14 2.339564e-13 2.015406e-12 1.579373e-11
[40,] 3.365759e-16 3.760172e-15 3.821407e-14 3.532919e-13 2.971233e-12
[41,] 4.286629e-17 5.139133e-16 5.604697e-15 5.560409e-14 5.018240e-13
[42,] 4.894201e-18 6.295862e-17 7.367392e-16 7.842630e-15 7.594456e-14
[43,] 4.998292e-19 6.898233e-18 8.660362e-17 9.890548e-16 1.027516e-14
[44,] 4.555198e-20 6.743863e-19 9.082157e-18 1.112634e-16 1.239927e-15
[45,] 3.695995e-21 5.868999e-20 8.477592e-19 1.113939e-17 1.331459e-16
[46,] 2.664240e-22 4.537210e-21 7.028743e-20 9.904769e-19 1.269657e-17
[47,] 1.703056e-23 3.110185e-22 5.166718e-21 7.807628e-20 1.073240e-18
[48,] 9.638849e-25 1.887515e-23 3.362212e-22 5.447961e-21 8.029983e-20
[49,] 4.824052e-26 1.012880e-24 1.934513e-23 3.360923e-22 5.311482e-21
[50,] 2.132796e-27 4.801249e-26 9.831641e-25 1.831343e-23 3.103008e-22
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.890268e-04 4.934560e-04 8.236483e-04 1.332920e-03 2.066028e-03
 [2,] 4.057105e-04 6.607939e-04 1.052719e-03 1.642546e-03 2.498520e-03
 [3,] 5.937116e-04 9.362174e-04 1.429852e-03 2.127370e-03 3.097463e-03
 [4,] 8.782796e-04 1.364136e-03 2.036050e-03 2.926322e-03 4.075654e-03
 [5,] 1.285410e-03 1.981324e-03 2.938384e-03 4.166430e-03 5.657956e-03
 [6,] 1.848220e-03 2.813297e-03 4.173625e-03 5.926093e-03 8.010479e-03
 [7,] 2.625102e-03 3.878677e-03 5.736093e-03 8.203378e-03 1.117935e-02
 [8,] 3.731862e-03 5.211642e-03 7.579560e-03 1.089271e-02 1.503958e-02
 [9,] 5.369061e-03 6.904852e-03 9.652101e-03 1.379311e-02 1.926803e-02
[10,] 7.795375e-03 9.143068e-03 1.196541e-02 1.667907e-02 2.338613e-02
[11,] 1.119722e-02 1.216372e-02 1.465187e-02 1.942732e-02 2.691097e-02
[12,] 1.547391e-02 1.609821e-02 1.792686e-02 2.212198e-02 2.957934e-02
[13,] 2.006998e-02 2.074456e-02 2.191321e-02 2.502794e-02 3.151642e-02
[14,] 2.402903e-02 2.543340e-02 2.640300e-02 2.838714e-02 3.320039e-02
[15,] 2.632270e-02 2.914683e-02 3.073312e-02 3.213280e-02 3.517782e-02
[16,] 2.629270e-02 3.088669e-02 3.391520e-02 3.571500e-02 3.765731e-02
[17,] 2.393490e-02 3.009398e-02 3.499246e-02 3.818905e-02 4.022525e-02
[18,] 1.986601e-02 2.687827e-02 3.343827e-02 3.856158e-02 4.189141e-02
[19,] 1.503345e-02 2.195338e-02 2.939169e-02 3.623521e-02 4.149832e-02
[20,] 1.035905e-02 1.635021e-02 2.362577e-02 3.133037e-02 3.831170e-02
[21,] 6.482572e-03 1.106257e-02 1.727141e-02 2.470561e-02 3.246654e-02
[22,] 3.671009e-03 6.771257e-03 1.142297e-02 1.764159e-02 2.498518e-02
[23,] 1.874181e-03 3.734358e-03 6.804346e-03 1.134610e-02 1.733497e-02
[24,] 8.602279e-04 1.850425e-03 3.639785e-03 6.550965e-03 1.079919e-02
[25,] 3.549668e-04 8.239682e-04 1.748946e-03 3.396624e-03 6.041103e-03
[26,] 1.325693e-04 3.320574e-04 7.605240e-04 1.593663e-03 3.058043e-03
[27,] 4.580865e-05 1.238888e-04 3.063128e-04 6.927701e-04 1.434402e-03
[28,] 1.542020e-05 4.508749e-05 1.204538e-04 2.941663e-04 6.572087e-04
[29,] 5.495969e-06 1.738918e-05 5.021301e-05 1.323760e-04 3.187982e-04
[30,] 2.206840e-06 7.544246e-06 2.350532e-05 6.676019e-05 1.729175e-04
[31,] 9.701688e-07 3.571888e-06 1.197335e-05 3.654722e-05 1.016038e-04
[32,] 4.292993e-07 1.698149e-06 6.112715e-06 2.002457e-05 5.970523e-05
[33,] 1.790478e-07 7.601691e-07 2.936296e-06 1.031933e-05 3.299814e-05
[34,] 6.816943e-08 3.105576e-07 1.287085e-06 4.852786e-06 1.664588e-05
[35,] 2.341326e-08 1.144538e-07 5.089783e-07 2.059071e-06 7.577977e-06
[36,] 7.230680e-09 3.793147e-08 1.810161e-07 7.858371e-07 3.103487e-06
[37,] 2.007501e-09 1.130218e-08 5.788481e-08 2.696890e-07 1.143039e-06
[38,] 5.012836e-10 3.028961e-09 1.664943e-08 8.325309e-08 3.787032e-07
[39,] 1.125899e-10 7.301474e-10 4.307409e-09 2.311614e-08 1.128523e-07
[40,] 2.273164e-11 1.582046e-10 1.001613e-09 5.768620e-09 3.022303e-08
[41,] 4.119878e-12 3.076868e-11 2.090371e-10 1.291892e-09 7.263067e-09
[42,] 6.689854e-13 5.360746e-12 3.907693e-11 2.591200e-10 1.563038e-09
[43,] 9.710424e-14 8.347827e-13 6.528180e-12 4.644005e-11 3.005233e-10
[44,] 1.256952e-14 1.159107e-13 9.723195e-13 7.419472e-12 5.150141e-11
[45,] 1.447671e-15 1.431831e-14 1.288224e-13 1.054307e-12 7.849137e-12
[46,] 1.480477e-16 1.570342e-15 1.515173e-14 1.329853e-13 1.061750e-12
[47,] 1.341979e-17 1.526406e-16 1.579311e-15 1.486403e-14 1.272569e-13
[48,] 1.076625e-18 1.313072e-17 1.456748e-16 1.470110e-15 1.349552e-14
[49,] 7.635562e-20 9.984792e-19 1.187702e-17 1.285123e-16 1.264896e-15
[50,] 4.782589e-21 6.705251e-20 8.551386e-19 9.920319e-18 1.046856e-16
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.027632e-03 4.147276e-03 5.263703e-03 6.151148e-03 6.590239e-03
 [2,] 3.667819e-03 5.129802e-03 6.750070e-03 8.270194e-03 9.361761e-03
 [3,] 4.411279e-03 6.102811e-03 8.107202e-03 1.020740e-02 1.203717e-02
 [4,] 5.537619e-03 7.364205e-03 9.558000e-03 1.199893e-02 1.438848e-02
 [5,] 7.402671e-03 9.402986e-03 1.166677e-02 1.415748e-02 1.671329e-02
 [6,] 1.032070e-02 1.273967e-02 1.518009e-02 1.759527e-02 1.993177e-02
 [7,] 1.445239e-02 1.773764e-02 2.075372e-02 2.330598e-02 2.532178e-02
 [8,] 1.971547e-02 2.444843e-02 2.869260e-02 3.197294e-02 3.402165e-02
 [9,] 2.572045e-02 3.250223e-02 3.876786e-02 4.366209e-02 4.655219e-02
[10,] 3.176887e-02 4.105868e-02 5.011687e-02 5.764833e-02 6.251651e-02
[11,] 3.698388e-02 4.888755e-02 6.126542e-02 7.238035e-02 8.049574e-02
[12,] 4.059784e-02 5.465649e-02 7.036614e-02 8.564773e-02 9.814635e-02
[13,] 4.230170e-02 5.739828e-02 7.569902e-02 9.503779e-02 1.125686e-01
[14,] 4.245682e-02 5.697227e-02 7.631563e-02 9.865459e-02 1.209882e-01
[15,] 4.198463e-02 5.424670e-02 7.254169e-02 9.587542e-02 1.216341e-01
[16,] 4.190990e-02 5.080610e-02 6.601472e-02 8.778170e-02 1.145031e-01
[17,] 4.275934e-02 4.822825e-02 5.909757e-02 7.693379e-02 1.016094e-01
[18,] 4.415887e-02 4.726319e-02 5.384227e-02 6.642292e-02 8.642000e-02
[19,] 4.491556e-02 4.738871e-02 5.101152e-02 5.855810e-02 7.255192e-02
[20,] 4.361127e-02 4.706856e-02 4.974174e-02 5.387182e-02 6.229612e-02
[21,] 3.940425e-02 4.463048e-02 4.811386e-02 5.105472e-02 5.577985e-02
[22,] 3.255258e-02 3.925460e-02 4.432940e-02 4.790054e-02 5.128136e-02
[23,] 2.431863e-02 3.144800e-02 3.776348e-02 4.268539e-02 4.650196e-02
[24,] 1.633232e-02 2.272556e-02 2.924188e-02 3.511453e-02 3.998173e-02
[25,] 9.853877e-03 1.477578e-02 2.044961e-02 2.630072e-02 3.179413e-02
[26,] 5.380777e-03 8.700462e-03 1.297339e-02 1.794014e-02 2.321370e-02
[27,] 2.722584e-03 4.746951e-03 7.627339e-03 1.135091e-02 1.576471e-02
[28,] 1.344853e-03 2.525390e-03 4.364570e-03 6.973693e-03 1.037014e-02
[29,] 7.020301e-04 1.415791e-03 2.621193e-03 4.471735e-03 7.069006e-03
[30,] 4.087071e-04 8.824582e-04 1.743480e-03 3.160337e-03 5.277479e-03
[31,] 2.573609e-04 5.943128e-04 1.252436e-03 2.412426e-03 4.258077e-03
[32,] 1.620557e-04 4.005475e-04 9.019978e-04 1.852189e-03 3.472918e-03
[33,] 9.601849e-05 2.542807e-04 6.130222e-04 1.345947e-03 2.693241e-03
[34,] 5.194851e-05 1.475102e-04 3.811608e-04 8.964431e-04 1.919635e-03
[35,] 2.537199e-05 7.728406e-05 2.141838e-04 5.401196e-04 1.239583e-03
[36,] 1.114997e-05 3.644273e-05 1.083616e-04 2.931500e-04 7.215934e-04
[37,] 4.407172e-06 1.545835e-05 4.932626e-05 1.431914e-04 3.781802e-04
[38,] 1.567097e-06 5.899192e-06 2.020195e-05 6.293683e-05 1.783766e-04
[39,] 5.011894e-07 2.024835e-06 7.441783e-06 2.488102e-05 7.567798e-05
[40,] 1.440448e-07 6.245259e-07 2.463198e-06 8.837867e-06 2.884689e-05
[41,] 3.714535e-08 1.728141e-07 7.313858e-07 2.815849e-06 9.862137e-06
[42,] 8.576798e-09 4.281225e-08 1.944017e-07 8.030164e-07 3.017477e-06
[43,] 1.769081e-09 9.473299e-09 4.614672e-08 2.044889e-07 8.243107e-07
[44,] 3.251968e-10 1.867904e-09 9.759911e-09 4.638995e-08 2.005820e-07
[45,] 5.315636e-11 3.274666e-10 1.835100e-09 9.354849e-09 4.338124e-08
[46,] 7.711116e-12 5.094346e-11 3.061529e-10 1.673675e-09 8.323200e-09
[47,] 9.910611e-13 7.020918e-12 4.524438e-11 2.652263e-10 1.414341e-09
[48,] 1.126944e-13 8.560280e-13 5.914931e-12 3.717848e-11 2.125780e-10
[49,] 1.132496e-14 9.223392e-14 6.833130e-13 4.604985e-12 2.823066e-11
[50,] 1.004891e-15 8.774502e-15 6.969478e-14 5.035669e-13 3.309773e-12
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 6.455115e-03 5.769982e-03 4.701206e-03 3.488960e-03 2.357543e-03
 [2,] 9.738407e-03 9.275519e-03 8.070257e-03 6.404512e-03 4.631719e-03
 [3,] 1.317182e-02 1.328470e-02 1.229261e-02 1.040421e-02 8.039282e-03
 [4,] 1.627159e-02 1.716566e-02 1.675422e-02 1.504200e-02 1.237463e-02
 [5,] 1.899088e-02 2.050416e-02 2.078191e-02 1.958038e-02 1.702731e-02
 [6,] 2.203969e-02 2.360957e-02 2.421543e-02 2.348099e-02 2.128764e-02
 [7,] 2.680056e-02 2.770235e-02 2.786092e-02 2.701083e-02 2.493975e-02
 [8,] 3.482886e-02 3.456720e-02 3.343238e-02 3.151007e-02 2.876906e-02
 [9,] 4.720797e-02 4.583362e-02 4.292465e-02 3.902811e-02 3.454749e-02
[10,] 6.405988e-02 6.227428e-02 5.776521e-02 5.148570e-02 4.439288e-02
[11,] 8.432774e-02 8.340659e-02 7.818698e-02 6.984655e-02 5.986299e-02
[12,] 1.058063e-01 1.074322e-01 1.030184e-01 9.369466e-02 8.130575e-02
[13,] 1.254166e-01 1.314364e-01 1.298135e-01 1.212620e-01 1.077200e-01
[14,] 1.397740e-01 1.518217e-01 1.551839e-01 1.497039e-01 1.369839e-01
[15,] 1.460313e-01 1.649994e-01 1.752963e-01 1.754480e-01 1.661463e-01
[16,] 1.428202e-01 1.683011e-01 1.865827e-01 1.946300e-01 1.916434e-01
[17,] 1.309344e-01 1.609151e-01 1.866685e-01 2.037741e-01 2.096114e-01
[18,] 1.133319e-01 1.444540e-01 1.753109e-01 2.007821e-01 2.166065e-01
[19,] 9.421767e-02 1.226959e-01 1.548621e-01 1.859339e-01 2.107720e-01
[20,] 7.745717e-02 1.003402e-01 1.297451e-01 1.622368e-01 1.929200e-01
[21,] 6.509091e-02 8.124421e-02 1.049211e-01 1.346042e-01 1.666823e-01
[22,] 5.679363e-02 6.707150e-02 8.405935e-02 1.080747e-01 1.373360e-01
[23,] 5.058092e-02 5.711635e-02 6.842518e-02 8.602367e-02 1.098436e-01
[24,] 4.427465e-02 4.932557e-02 5.706378e-02 6.935521e-02 8.721916e-02
[25,] 3.678634e-02 4.179590e-02 4.801471e-02 5.698793e-02 7.004879e-02
[26,] 2.849262e-02 3.381492e-02 3.971150e-02 4.714234e-02 5.719852e-02
[27,] 2.066031e-02 2.593451e-02 3.174681e-02 3.857153e-02 4.708594e-02
[28,] 1.448810e-02 1.925612e-02 2.471065e-02 3.107301e-02 3.872261e-02
[29,] 1.043859e-02 1.455634e-02 1.942619e-02 2.516395e-02 3.201599e-02
[30,] 8.169250e-03 1.182694e-02 1.620679e-02 2.132533e-02 2.733608e-02
[31,] 6.914778e-03 1.039544e-02 1.460182e-02 1.940908e-02 2.480042e-02
[32,] 5.959610e-03 9.394099e-03 1.368240e-02 1.858146e-02 2.383990e-02
[33,] 4.917379e-03 8.208561e-03 1.256951e-02 1.775275e-02 2.332966e-02
[34,] 3.745051e-03 6.663267e-03 1.083112e-02 1.613345e-02 2.213425e-02
[35,] 2.589862e-03 4.928571e-03 8.550789e-03 1.354648e-02 1.965127e-02
[36,] 1.616409e-03 3.295971e-03 6.120610e-03 1.035975e-02 1.600625e-02
[37,] 9.087823e-04 1.987294e-03 3.955618e-03 7.169860e-03 1.184391e-02
[38,] 4.599521e-04 1.079106e-03 2.303843e-03 4.477015e-03 7.922534e-03
[39,] 2.094083e-04 5.271854e-04 1.207580e-03 2.517213e-03 4.776341e-03
[40,] 8.565718e-05 2.313972e-04 5.687344e-04 1.271944e-03 2.588931e-03
[41,] 3.142246e-05 9.108167e-05 2.401966e-04 5.763558e-04 1.258565e-03
[42,] 1.031496e-05 3.207806e-05 9.075881e-05 2.336417e-04 5.473471e-04
[43,] 3.022827e-06 1.008441e-05 3.060738e-05 8.452429e-05 2.124163e-04
[44,] 7.889676e-07 2.823191e-06 9.190926e-06 2.722451e-05 7.338660e-05
[45,] 1.830058e-07 7.023297e-07 2.452201e-06 7.790337e-06 2.252266e-05
[46,] 3.765358e-08 1.549657e-07 5.802369e-07 1.976807e-06 6.129078e-06
[47,] 6.861007e-09 3.027857e-08 1.215697e-07 4.441288e-07 1.476637e-06
[48,] 1.105710e-09 5.232129e-09 2.252477e-08 8.823507e-08 3.145666e-07
[49,] 1.574382e-10 7.987573e-10 3.686945e-09 1.548541e-08 5.919420e-08
[50,] 1.978954e-11 1.076441e-10 5.327149e-10 2.398884e-09 9.831819e-09
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 1.450297e-03 8.125601e-04 4.152603e-04 1.944760e-04 8.456585e-05
 [2,] 3.051207e-03 1.831239e-03 1.002638e-03 5.029973e-04 2.341327e-04
 [3,] 5.664989e-03 3.639447e-03 2.133860e-03 1.146403e-03 5.711329e-04
 [4,] 9.306089e-03 6.390205e-03 4.008221e-03 2.304614e-03 1.228388e-03
 [5,] 1.360105e-02 9.951187e-03 6.663872e-03 4.095092e-03 2.333254e-03
 [6,] 1.789064e-02 1.385845e-02 9.865925e-03 6.461632e-03 3.928164e-03
 [7,] 2.167296e-02 1.755724e-02 1.317605e-02 9.144861e-03 5.908716e-03
 [8,] 2.518609e-02 2.090255e-02 1.628685e-02 1.185103e-02 8.077748e-03
 [9,] 2.969916e-02 2.461490e-02 1.948359e-02 1.461384e-02 1.037731e-02
[10,] 3.719588e-02 3.029646e-02 2.389448e-02 1.813968e-02 1.321719e-02
[11,] 4.956912e-02 3.987712e-02 3.124634e-02 2.382974e-02 1.766325e-02
[12,] 6.781573e-02 5.479674e-02 4.318680e-02 3.333930e-02 2.525000e-02
[13,] 9.167799e-02 7.543627e-02 6.058984e-02 4.788704e-02 3.741361e-02
[14,] 1.197775e-01 1.010774e-01 8.328431e-02 6.776221e-02 5.485958e-02
[15,] 1.499181e-01 1.302077e-01 1.102715e-01 9.233618e-02 7.729167e-02
[16,] 1.792262e-01 1.607284e-01 1.400526e-01 1.204327e-01 1.036575e-01
[17,] 2.041483e-01 1.898298e-01 1.706108e-01 1.505545e-01 1.325851e-01
[18,] 2.207138e-01 2.138234e-01 1.990389e-01 1.806194e-01 1.624688e-01
[19,] 2.254615e-01 2.285478e-01 2.213917e-01 2.074847e-01 1.910462e-01
[20,] 2.168594e-01 2.306418e-01 2.334282e-01 2.270305e-01 2.150010e-01
[21,] 1.963649e-01 2.191410e-01 2.322129e-01 2.352854e-01 2.303678e-01
[22,] 1.682265e-01 1.962947e-01 2.176461e-01 2.301445e-01 2.338921e-01
[23,] 1.379415e-01 1.668973e-01 1.928161e-01 2.125454e-01 2.245673e-01
[24,] 1.102420e-01 1.364672e-01 1.628718e-01 1.862760e-01 2.042978e-01
[25,] 8.772136e-02 1.093454e-01 1.331152e-01 1.565604e-01 1.772829e-01
[26,] 7.066982e-02 8.765064e-02 1.073595e-01 1.282756e-01 1.485603e-01
[27,] 5.792091e-02 7.137350e-02 8.720501e-02 1.046209e-01 1.224597e-01
[28,] 4.805595e-02 5.929121e-02 7.231355e-02 8.663875e-02 1.015222e-01
[29,] 4.027021e-02 5.008790e-02 6.134786e-02 7.359970e-02 8.616914e-02
[30,] 3.450740e-02 4.307378e-02 5.302679e-02 6.397597e-02 7.518991e-02
[31,] 3.095485e-02 3.818864e-02 4.673588e-02 5.647947e-02 6.681316e-02
[32,] 2.938961e-02 3.545040e-02 4.242554e-02 5.059559e-02 5.977913e-02
[33,] 2.890451e-02 3.436953e-02 4.001668e-02 4.637055e-02 5.378651e-02
[34,] 2.820523e-02 3.382116e-02 3.886894e-02 4.374564e-02 4.911422e-02
[35,] 2.622902e-02 3.247138e-02 3.776828e-02 4.204724e-02 4.583272e-02
[36,] 2.263340e-02 2.942468e-02 3.544506e-02 4.006544e-02 4.329901e-02
[37,] 1.785586e-02 2.462966e-02 3.122107e-02 3.664828e-02 4.033696e-02
[38,] 1.277686e-02 1.880543e-02 2.532419e-02 3.134077e-02 3.591931e-02
[39,] 8.253820e-03 1.300101e-02 1.869525e-02 2.460948e-02 2.979607e-02
[40,] 4.797545e-03 8.099014e-03 1.246895e-02 1.754027e-02 2.261942e-02
[41,] 2.501786e-03 4.529360e-03 7.475195e-03 1.126358e-02 1.553624e-02
[42,] 1.167205e-03 2.266799e-03 4.012554e-03 6.483189e-03 9.584414e-03
[43,] 4.859229e-04 1.012353e-03 1.922394e-03 3.332081e-03 5.284327e-03
[44,] 1.800765e-04 4.024399e-04 8.198295e-04 1.524619e-03 2.594675e-03
[45,] 5.927631e-05 1.420927e-04 3.105170e-04 6.195681e-04 1.131614e-03
[46,] 1.729975e-05 4.447771e-05 1.042599e-04 2.231852e-04 4.374782e-04
[47,] 4.469604e-06 1.232401e-05 3.098548e-05 7.115811e-05 1.496841e-04
[48,] 1.021014e-06 3.019038e-06 8.141054e-06 2.005579e-05 4.527180e-05
[49,] 2.060159e-07 6.532367e-07 1.889155e-06 4.992286e-06 1.209217e-05
[50,] 3.668948e-08 1.247464e-07 3.868963e-07 1.096690e-06 2.850300e-06
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 3.534318e-05 1.531483e-05 7.656965e-06 4.613061e-06 3.107060e-06
 [2,] 1.045314e-04 4.817860e-05 2.549580e-05 1.625140e-05 1.162373e-05
 [3,] 2.723986e-04 1.335702e-04 7.483669e-05 5.047351e-05 3.833564e-05
 [4,] 6.257750e-04 3.264745e-04 1.936889e-04 1.382209e-04 1.114705e-04
 [5,] 1.268922e-03 7.041782e-04 4.422966e-04 3.338752e-04 2.858318e-04
 [6,] 2.277750e-03 1.343290e-03 8.924791e-04 7.120020e-04 6.466452e-04
 [7,] 3.642994e-03 2.277911e-03 1.597034e-03 1.343321e-03 1.292144e-03
 [8,] 5.266318e-03 3.474009e-03 2.555614e-03 2.253426e-03 2.286486e-03
 [9,] 7.085329e-03 4.884887e-03 3.726585e-03 3.400364e-03 3.604696e-03
[10,] 9.331870e-03 6.633283e-03 5.145140e-03 4.736191e-03 5.134614e-03
[11,] 1.278771e-02 9.270247e-03 7.156079e-03 6.399989e-03 6.813860e-03
[12,] 1.880436e-02 1.393467e-02 1.065463e-02 8.998452e-03 8.915688e-03
[13,] 2.893202e-02 2.219548e-02 1.712179e-02 1.379896e-02 1.236061e-02
[14,] 4.426973e-02 3.550283e-02 2.826016e-02 2.258896e-02 1.880204e-02
[15,] 6.492316e-02 5.447442e-02 4.525715e-02 3.706124e-02 3.023705e-02
[16,] 8.995717e-02 7.847467e-02 6.804029e-02 5.790083e-02 4.811884e-02
[17,] 1.178475e-01 1.058249e-01 9.505700e-02 8.410442e-02 7.234977e-02
[18,] 1.469580e-01 1.344827e-01 1.238269e-01 1.131012e-01 1.008366e-01
[19,] 1.755225e-01 1.625765e-01 1.518868e-01 1.417374e-01 1.301031e-01
[20,] 2.011775e-01 1.883228e-01 1.773678e-01 1.674603e-01 1.567119e-01
[21,] 2.207326e-01 2.095524e-01 1.988049e-01 1.888189e-01 1.785264e-01
[22,] 2.308088e-01 2.235901e-01 2.145797e-01 2.050258e-01 1.949169e-01
[23,] 2.291764e-01 2.279351e-01 2.227714e-01 2.151953e-01 2.059230e-01
[24,] 2.159115e-01 2.213860e-01 2.217382e-01 2.180864e-01 2.112498e-01
[25,] 1.936067e-01 2.048321e-01 2.110317e-01 2.126127e-01 2.099825e-01
[26,] 1.665749e-01 1.812319e-01 1.920130e-01 1.987180e-01 2.012032e-01
[27,] 1.395168e-01 1.548374e-01 1.678102e-01 1.780212e-01 1.850218e-01
[28,] 1.161749e-01 1.299821e-01 1.425937e-01 1.538070e-01 1.633113e-01
[29,] 9.838048e-02 1.097955e-01 1.203391e-01 1.302125e-01 1.396026e-01
[30,] 8.583273e-02 9.529856e-02 1.034782e-01 1.108011e-01 1.179896e-01
[31,] 7.676471e-02 8.536410e-02 9.208905e-02 9.715412e-02 1.014666e-01
[32,] 6.919756e-02 7.768701e-02 8.419638e-02 8.832654e-02 9.061797e-02
[33,] 6.204961e-02 7.025986e-02 7.713994e-02 8.164365e-02 8.354822e-02
[34,] 5.541366e-02 6.242334e-02 6.919269e-02 7.443865e-02 7.722200e-02
[35,] 4.992108e-02 5.482894e-02 6.036133e-02 6.560361e-02 6.938356e-02
[36,] 4.580105e-02 4.847438e-02 5.189543e-02 5.592507e-02 5.976724e-02
[37,] 4.241826e-02 4.365786e-02 4.501652e-02 4.709895e-02 4.983826e-02
[38,] 3.860628e-02 3.965959e-02 3.990801e-02 4.030096e-02 4.142290e-02
[39,] 3.345231e-02 3.528785e-02 3.566505e-02 3.540259e-02 3.535281e-02
[40,] 2.689118e-02 2.974854e-02 3.107103e-02 3.127110e-02 3.106651e-02
[41,] 1.970480e-02 2.314960e-02 2.548302e-02 2.672227e-02 2.725252e-02
[42,] 1.301677e-02 1.634721e-02 1.917684e-02 2.131819e-02 2.286376e-02
[43,] 7.698099e-03 1.036703e-02 1.303162e-02 1.549792e-02 1.772501e-02
[44,] 4.057377e-03 5.867354e-03 7.922698e-03 1.012255e-02 1.242996e-02
[45,] 1.899935e-03 2.951845e-03 4.285966e-03 5.893565e-03 7.792890e-03
[46,] 7.886722e-04 1.316672e-03 2.056390e-03 3.045258e-03 4.340731e-03
[47,] 2.897363e-04 5.197721e-04 8.732541e-04 1.392883e-03 2.140931e-03
[48,] 9.408505e-05 1.813597e-04 3.277568e-04 5.630766e-04 9.332504e-04
[49,] 2.698004e-05 5.587932e-05 1.086223e-04 2.009740e-04 3.591388e-04
[50,] 6.827466e-06 1.519288e-05 3.176456e-05 6.328960e-05 1.219239e-04
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 2.117576e-06 1.378619e-06 8.374337e-07 4.707224e-07 2.441557e-07
 [2,] 8.439229e-06 5.861448e-06 3.800297e-06 2.280328e-06 1.262689e-06
 [3,] 2.965019e-05 2.197041e-05 1.520438e-05 9.739068e-06 5.757123e-06
 [4,] 9.184140e-05 7.260440e-05 5.363162e-05 3.667263e-05 2.314258e-05
 [5,] 2.508380e-04 2.115535e-04 1.668043e-04 1.217589e-04 8.202447e-05
 [6,] 6.042471e-04 5.436145e-04 4.574969e-04 3.564865e-04 2.563562e-04
 [7,] 1.284599e-03 1.232364e-03 1.106826e-03 9.205760e-04 7.066240e-04
 [8,] 2.413419e-03 2.466589e-03 2.363194e-03 2.097547e-03 1.718326e-03
 [9,] 4.019000e-03 4.365787e-03 4.457313e-03 4.219819e-03 3.688248e-03
[10,] 5.973449e-03 6.857304e-03 7.441402e-03 7.505100e-03 6.994061e-03
[11,] 8.050047e-03 9.632823e-03 1.104158e-02 1.182948e-02 1.173696e-02
[12,] 1.017370e-02 1.231348e-02 1.469075e-02 1.660578e-02 1.748422e-02
[13,] 1.280593e-02 1.484803e-02 1.786223e-02 2.097231e-02 2.325912e-02
[14,] 1.723530e-02 1.796576e-02 2.061599e-02 2.433218e-02 2.795735e-02
[15,] 2.546497e-02 2.334989e-02 2.403272e-02 2.698487e-02 3.106658e-02
[16,] 3.951599e-02 3.323523e-02 3.015258e-02 3.040933e-02 3.325269e-02
[17,] 6.031710e-02 4.941142e-02 4.124363e-02 3.688129e-02 3.636184e-02
[18,] 8.677648e-02 7.203911e-02 5.861482e-02 4.847296e-02 4.271956e-02
[19,] 1.157705e-01 9.901980e-02 8.157504e-02 6.587194e-02 5.402498e-02
[20,] 1.433107e-01 1.265411e-01 1.072696e-01 8.767793e-02 7.038156e-02
[21,] 1.662490e-01 1.506907e-01 1.317403e-01 1.107279e-01 9.000554e-02
[22,] 1.833376e-01 1.691454e-01 1.517135e-01 1.314549e-01 1.098899e-01
[23,] 1.949249e-01 1.817473e-01 1.659501e-01 1.475265e-01 1.271702e-01
[24,] 2.016833e-01 1.896130e-01 1.751992e-01 1.586619e-01 1.403922e-01
[25,] 2.034939e-01 1.935805e-01 1.808569e-01 1.660494e-01 1.498234e-01
[26,] 1.993449e-01 1.932392e-01 1.834186e-01 1.708389e-01 1.565850e-01
[27,] 1.882498e-01 1.872259e-01 1.819025e-01 1.728779e-01 1.612628e-01
[28,] 1.704940e-01 1.745090e-01 1.746230e-01 1.706335e-01 1.630573e-01
[29,] 1.483402e-01 1.557334e-01 1.607301e-01 1.623498e-01 1.601365e-01
[30,] 1.256146e-01 1.336728e-01 1.414278e-01 1.476261e-01 1.509837e-01
[31,] 1.062302e-01 1.123602e-01 1.199886e-01 1.283049e-01 1.358111e-01
[32,] 9.240812e-02 9.529335e-02 1.004298e-01 1.079899e-01 1.170158e-01
[33,] 8.370221e-02 8.377416e-02 8.559769e-02 9.040259e-02 9.826582e-02
[34,] 7.753457e-02 7.646963e-02 7.586727e-02 7.758835e-02 8.273709e-02
[35,] 7.095585e-02 7.052451e-02 6.931256e-02 6.913079e-02 7.164138e-02
[36,] 6.245570e-02 6.348413e-02 6.321804e-02 6.286236e-02 6.399658e-02
[37,] 5.261303e-02 5.471399e-02 5.586886e-02 5.652028e-02 5.770971e-02
[38,] 4.327174e-02 4.541799e-02 4.741252e-02 4.917470e-02 5.113526e-02
[39,] 3.601744e-02 3.742943e-02 3.933507e-02 4.151559e-02 4.402723e-02
[40,] 3.112297e-02 3.179647e-02 3.311750e-02 3.497729e-02 3.734767e-02
[41,] 2.759976e-02 2.817040e-02 2.913165e-02 3.048673e-02 3.224629e-02
[42,] 2.409004e-02 2.526384e-02 2.649868e-02 2.776847e-02 2.905116e-02
[43,] 1.980696e-02 2.184973e-02 2.383788e-02 2.561156e-02 2.699095e-02
[44,] 1.488094e-02 1.750864e-02 2.022516e-02 2.276340e-02 2.475982e-02
[45,] 1.004090e-02 1.268605e-02 1.566693e-02 1.872348e-02 2.141294e-02
[46,] 6.030256e-03 8.204956e-03 1.088246e-02 1.390797e-02 1.690703e-02
[47,] 3.208637e-03 4.706601e-03 6.717160e-03 9.211106e-03 1.196953e-02
[48,] 1.508988e-03 2.386891e-03 3.668104e-03 5.404977e-03 7.528415e-03
[49,] 6.264172e-04 1.068430e-03 1.768303e-03 2.801466e-03 4.187774e-03
[50,] 2.293651e-04 4.217680e-04 7.517292e-04 1.280682e-03 2.055711e-03
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.167239e-07 5.139273e-08 2.082235e-08 7.755759e-09 2.652896e-09
 [2,] 6.445219e-07 3.030476e-07 1.311548e-07 5.219881e-08 1.908486e-08
 [3,] 3.137429e-06 1.575237e-06 7.281532e-07 3.096235e-07 1.209886e-07
 [4,] 1.346443e-05 7.218181e-06 3.563424e-06 1.618698e-06 6.759390e-07
 [5,] 5.094567e-05 2.915972e-05 1.537251e-05 7.459026e-06 3.328149e-06
 [6,] 1.699696e-04 1.038602e-04 5.846403e-05 3.029801e-05 1.444304e-05
 [7,] 5.000868e-04 3.261995e-04 1.960426e-04 1.084944e-04 5.524787e-05
 [8,] 1.297885e-03 9.035996e-04 5.797064e-04 3.425540e-04 1.863078e-04
 [9,] 2.972521e-03 2.208397e-03 1.512122e-03 9.538589e-04 5.539783e-04
[10,] 6.012018e-03 4.764709e-03 3.480897e-03 2.343371e-03 1.452911e-03
[11,] 1.075129e-02 9.084007e-03 7.077236e-03 5.082516e-03 3.362765e-03
[12,] 1.703716e-02 1.532943e-02 1.272566e-02 9.742293e-03 6.874483e-03
[13,] 2.401855e-02 2.296337e-02 2.028212e-02 1.653346e-02 1.243061e-02
[14,] 3.034418e-02 3.069016e-02 2.876139e-02 2.491614e-02 1.992916e-02
[15,] 3.482544e-02 3.692210e-02 3.652238e-02 3.350876e-02 2.844035e-02
[16,] 3.722682e-02 4.061897e-02 4.198208e-02 4.054262e-02 3.635753e-02
[17,] 3.864564e-02 4.197792e-02 4.447634e-02 4.470764e-02 4.205624e-02
[18,] 4.117333e-02 4.248628e-02 4.468276e-02 4.584811e-02 4.469640e-02
[19,] 4.699407e-02 4.430014e-02 4.433407e-02 4.503607e-02 4.461667e-02
[20,] 5.737986e-02 4.933679e-02 4.547782e-02 4.405706e-02 4.310214e-02
[21,] 7.204906e-02 5.852273e-02 4.974394e-02 4.474605e-02 4.182638e-02
[22,] 8.919809e-02 7.144725e-02 5.786831e-02 4.850960e-02 4.239474e-02
[23,] 1.062595e-01 8.651995e-02 6.948784e-02 5.601826e-02 4.607027e-02
[24,] 1.210552e-01 1.016202e-01 8.323828e-02 6.697012e-02 5.347606e-02
[25,] 1.326752e-01 1.149950e-01 9.724153e-02 8.006415e-02 6.424307e-02
[26,] 1.414845e-01 1.259037e-01 1.098711e-01 9.342757e-02 7.693943e-02
[27,] 1.482326e-01 1.345466e-01 1.203546e-01 1.054202e-01 8.960065e-02
[28,] 1.529250e-01 1.412853e-01 1.287340e-01 1.152831e-01 1.006568e-01
[29,] 1.543455e-01 1.457447e-01 1.351605e-01 1.230768e-01 1.095588e-01
[30,] 1.506768e-01 1.465745e-01 1.391118e-01 1.289301e-01 1.165508e-01
[31,] 1.408585e-01 1.421976e-01 1.392922e-01 1.322974e-01 1.217990e-01
[32,] 1.257196e-01 1.320775e-01 1.344519e-01 1.319956e-01 1.247274e-01
[33,] 1.080050e-01 1.175360e-01 1.245287e-01 1.270924e-01 1.242490e-01
[34,] 9.115827e-02 1.014006e-01 1.111407e-01 1.178879e-01 1.197058e-01
[35,] 7.763780e-02 8.663585e-02 9.692879e-02 1.060738e-01 1.116219e-01
[36,] 6.789148e-02 7.490274e-02 8.418916e-02 9.386677e-02 1.015419e-01
[37,] 6.062727e-02 6.603473e-02 7.381008e-02 8.280645e-02 9.109617e-02
[38,] 5.406610e-02 5.868759e-02 6.523198e-02 7.315294e-02 8.111797e-02
[39,] 4.722403e-02 5.156571e-02 5.731169e-02 6.423742e-02 7.150017e-02
[40,] 4.037789e-02 4.432147e-02 4.934964e-02 5.534574e-02 6.176620e-02
[41,] 3.454091e-02 3.759064e-02 4.156360e-02 4.641495e-02 5.178033e-02
[42,] 3.046663e-02 3.228434e-02 3.478954e-02 3.810164e-02 4.205099e-02
[43,] 2.795714e-02 2.873973e-02 2.973034e-02 3.127541e-02 3.348139e-02
[44,] 2.595325e-02 2.636770e-02 2.633914e-02 2.635461e-02 2.680551e-02
[45,] 2.326832e-02 2.402778e-02 2.378833e-02 2.297172e-02 2.211677e-02
[46,] 1.936006e-02 2.079797e-02 2.102122e-02 2.020498e-02 1.881567e-02
[47,] 1.457716e-02 1.653104e-02 1.743593e-02 1.718390e-02 1.600647e-02
[48,] 9.797593e-03 1.182336e-02 1.318512e-02 1.359836e-02 1.304178e-02
[49,] 5.837606e-03 7.527293e-03 8.938030e-03 9.760566e-03 9.821005e-03
[50,] 3.072796e-03 4.242386e-03 5.383196e-03 6.263408e-03 6.681927e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 8.323995e-10 2.393190e-10 6.297938e-11 1.515566e-11 3.332202e-12
 [2,] 6.403056e-09 1.969111e-09 5.544604e-10 1.428087e-10 3.361496e-11
 [3,] 4.339896e-08 1.427420e-08 4.300183e-09 1.185329e-09 2.986781e-10
 [4,] 2.591956e-07 9.116751e-08 2.938081e-08 8.666464e-09 2.337524e-09
 [5,] 1.364127e-06 5.130448e-07 1.768557e-07 5.581865e-08 1.611404e-08
 [6,] 6.326829e-06 2.544016e-06 9.379334e-07 3.167141e-07 9.785018e-08
 [7,] 2.586172e-05 1.111641e-05 4.382776e-06 1.583175e-06 5.234158e-07
 [8,] 9.317884e-05 4.280859e-05 1.804617e-05 6.972554e-06 2.466513e-06
 [9,] 2.959641e-04 1.453044e-04 6.548310e-05 2.705808e-05 1.024009e-05
[10,] 8.289630e-04 4.348103e-04 2.094376e-04 9.253420e-05 3.745881e-05
[11,] 2.048278e-03 1.147468e-03 5.905792e-04 2.789331e-04 1.207553e-04
[12,] 4.467879e-03 2.672030e-03 1.468890e-03 7.413761e-04 3.431435e-04
[13,] 8.613342e-03 5.495390e-03 3.224784e-03 1.738447e-03 8.599057e-04
[14,] 1.470379e-02 9.997073e-03 6.256523e-03 3.599778e-03 1.901717e-03
[15,] 2.229677e-02 1.612716e-02 1.074864e-02 6.592657e-03 3.716102e-03
[16,] 3.018765e-02 2.316545e-02 1.640550e-02 1.070642e-02 6.429197e-03
[17,] 3.678705e-02 2.982411e-02 2.236380e-02 1.548358e-02 9.881195e-03
[18,] 4.084529e-02 3.476093e-02 2.745409e-02 2.007557e-02 1.356434e-02
[19,] 4.204898e-02 3.721248e-02 3.072226e-02 2.357531e-02 1.677169e-02
[20,] 4.108819e-02 3.730477e-02 3.186256e-02 2.543678e-02 1.890911e-02
[21,] 3.926371e-02 3.588027e-02 3.126741e-02 2.568320e-02 1.975973e-02
[22,] 3.805007e-02 3.411427e-02 2.975896e-02 2.479563e-02 1.951718e-02
[23,] 3.885866e-02 3.327118e-02 2.832851e-02 2.347682e-02 1.862718e-02
[24,] 4.283512e-02 3.459948e-02 2.805479e-02 2.253769e-02 1.764684e-02
[25,] 5.046379e-02 3.907765e-02 3.001327e-02 2.288858e-02 1.723225e-02
[26,] 6.114674e-02 4.692254e-02 3.492675e-02 2.538789e-02 1.812034e-02
[27,] 7.324396e-02 5.723341e-02 4.267193e-02 3.044063e-02 2.091218e-02
[28,] 8.480377e-02 6.826025e-02 5.211576e-02 3.761980e-02 2.570553e-02
[29,] 9.454744e-02 7.829638e-02 6.161634e-02 4.574019e-02 3.189996e-02
[30,] 1.023068e-01 8.654888e-02 6.992769e-02 5.348647e-02 3.845615e-02
[31,] 1.085302e-01 9.324752e-02 7.678663e-02 6.015650e-02 4.450102e-02
[32,] 1.133404e-01 9.891151e-02 8.267278e-02 6.589255e-02 4.980121e-02
[33,] 1.160674e-01 1.034890e-01 8.798498e-02 7.120227e-02 5.468995e-02
[34,] 1.157071e-01 1.061888e-01 9.242234e-02 7.623057e-02 5.952255e-02
[35,] 1.118286e-01 1.061100e-01 9.511856e-02 8.045647e-02 6.417199e-02
[36,] 1.050280e-01 1.029918e-01 9.530866e-02 8.302914e-02 6.800169e-02
[37,] 9.652190e-02 9.735614e-02 9.282775e-02 8.333045e-02 7.025748e-02
[38,] 8.731806e-02 8.999927e-02 8.801983e-02 8.121718e-02 7.044896e-02
[39,] 7.773999e-02 8.141895e-02 8.129302e-02 7.683195e-02 6.841156e-02
[40,] 6.763626e-02 7.172218e-02 7.286017e-02 7.033485e-02 6.414761e-02
[41,] 5.695790e-02 6.099643e-02 6.289792e-02 6.190129e-02 5.774987e-02
[42,] 4.615850e-02 4.970599e-02 5.187663e-02 5.195173e-02 4.952761e-02
[43,] 3.613465e-02 3.874733e-02 4.068118e-02 4.130467e-02 4.015923e-02
[44,] 2.780388e-02 2.914491e-02 3.039636e-02 3.104443e-02 3.064113e-02
[45,] 2.162764e-02 2.161995e-02 2.192060e-02 2.217866e-02 2.200858e-02
[46,] 1.738837e-02 1.629971e-02 1.565461e-02 1.531406e-02 1.500842e-02
[47,] 1.436238e-02 1.272963e-02 1.142266e-02 1.052130e-02 9.914658e-03
[48,] 1.176536e-02 1.017246e-02 8.647359e-03 7.424184e-03 6.551446e-03
[49,] 9.157568e-03 8.000835e-03 6.668961e-03 5.440032e-03 4.468710e-03
[50,] 6.551706e-03 5.937631e-03 5.025572e-03 4.041232e-03 3.165645e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 6.688670e-13 1.224950e-13 2.045638e-14 3.113675e-15 4.318036e-16
 [2,] 7.225386e-12 1.417241e-12 2.535300e-13 4.134356e-14 6.143325e-15
 [3,] 6.874196e-11 1.444054e-11 2.767088e-12 4.834124e-13 7.696292e-14
 [4,] 5.760140e-10 1.295825e-10 2.659604e-11 4.977480e-12 8.490357e-13
 [5,] 4.251145e-09 1.024100e-09 2.251231e-10 4.513256e-11 8.247882e-12
 [6,] 2.763449e-08 7.128203e-09 1.678180e-09 3.603830e-10 7.055616e-11
 [7,] 1.582288e-07 4.369912e-08 1.101752e-08 2.534203e-09 5.315092e-10
 [8,] 7.980450e-07 2.359585e-07 6.370415e-08 1.569392e-08 3.525964e-09
 [9,] 3.545707e-06 1.122250e-06 3.244197e-07 8.559481e-08 2.059903e-08
[10,] 1.387867e-05 4.701784e-06 1.455204e-06 4.111552e-07 1.059815e-07
[11,] 4.786511e-05 1.735396e-05 5.749779e-06 1.739533e-06 4.802278e-07
[12,] 1.454806e-04 5.643720e-05 2.001434e-05 6.482877e-06 1.916590e-06
[13,] 3.898075e-04 1.617607e-04 6.138713e-05 2.128498e-05 6.737861e-06
[14,] 9.212877e-04 4.087936e-04 1.659577e-04 6.158190e-05 2.086910e-05
[15,] 1.922403e-03 9.115200e-04 3.956701e-04 1.570655e-04 5.696441e-05
[16,] 3.547128e-03 1.795468e-03 8.326777e-04 3.533874e-04 1.371012e-04
[17,] 5.802659e-03 3.130481e-03 1.549145e-03 7.022044e-04 2.911994e-04
[18,] 8.451936e-03 4.847482e-03 2.554425e-03 1.234709e-03 5.466233e-04
[19,] 1.103633e-02 6.702651e-03 3.749025e-03 1.927388e-03 9.090936e-04
[20,] 1.305275e-02 8.345796e-03 4.930678e-03 2.685257e-03 1.345040e-03
[21,] 1.418492e-02 9.473857e-03 5.871049e-03 3.366925e-03 1.782121e-03
[22,] 1.442190e-02 9.965683e-03 6.420640e-03 3.846103e-03 2.135981e-03
[23,] 1.399932e-02 9.902242e-03 6.565620e-03 4.068259e-03 2.349047e-03
[24,] 1.327280e-02 9.488658e-03 6.403424e-03 4.061339e-03 2.413111e-03
[25,] 1.266958e-02 8.986486e-03 6.085439e-03 3.904575e-03 2.361641e-03
[26,] 1.271012e-02 8.718683e-03 5.797251e-03 3.700275e-03 2.248419e-03
[27,] 1.394429e-02 9.078424e-03 5.777160e-03 3.577974e-03 2.139914e-03
[28,] 1.671518e-02 1.042912e-02 6.298522e-03 3.704565e-03 2.124216e-03
[29,] 2.089609e-02 1.290320e-02 7.564388e-03 4.249606e-03 2.308933e-03
[30,] 2.587361e-02 1.626600e-02 9.572613e-03 5.301031e-03 2.785033e-03
[31,] 3.088421e-02 2.001494e-02 1.208332e-02 6.797209e-03 3.573881e-03
[32,] 3.547775e-02 2.368884e-02 1.475821e-02 8.553426e-03 4.607021e-03
[33,] 3.971536e-02 2.714467e-02 1.738177e-02 1.038494e-02 5.770851e-03
[34,] 4.392285e-02 3.055477e-02 1.997531e-02 1.223018e-02 6.988930e-03
[35,] 4.823061e-02 3.412441e-02 2.269563e-02 1.416139e-02 8.270473e-03
[36,] 5.231812e-02 3.778870e-02 2.560767e-02 1.626737e-02 9.676532e-03
[37,] 5.555031e-02 4.114751e-02 2.853283e-02 1.851128e-02 1.123003e-02
[38,] 5.730924e-02 4.364825e-02 3.108562e-02 2.068216e-02 1.284623e-02
[39,] 5.720213e-02 4.481049e-02 3.282893e-02 2.246076e-02 1.433477e-02
[40,] 5.504932e-02 4.432143e-02 3.340404e-02 2.352471e-02 1.545714e-02
[41,] 5.081843e-02 4.202769e-02 3.257829e-02 2.362050e-02 1.599030e-02
[42,] 4.467449e-02 3.795356e-02 3.026696e-02 2.260083e-02 1.577137e-02
[43,] 3.710405e-02 3.238587e-02 2.658779e-02 2.046485e-02 1.473367e-02
[44,] 2.892878e-02 2.592151e-02 2.191435e-02 1.740367e-02 1.294294e-02
[45,] 2.111261e-02 1.936357e-02 1.683976e-02 1.380193e-02 1.061382e-02
[46,] 1.446197e-02 1.348456e-02 1.202008e-02 1.015284e-02 8.074018e-03
[47,] 9.403033e-03 8.795607e-03 7.972839e-03 6.910600e-03 5.672871e-03
[48,] 5.940669e-03 5.448516e-03 4.946597e-03 4.359935e-03 3.676221e-03
[49,] 3.775659e-03 3.291760e-03 2.918005e-03 2.570901e-03 2.203761e-03
[50,] 2.488800e-03 2.012683e-03 1.686013e-03 1.443829e-03 1.234301e-03

> 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  
    71.9861       0.3522  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/141tj1257336512.ps tmp/141tj1257336512.png")
> system("convert tmp/2he7l1257336512.ps tmp/2he7l1257336512.png")
> system("convert tmp/3v3yp1257336512.ps tmp/3v3yp1257336512.png")
> system("convert tmp/40flp1257336512.ps tmp/40flp1257336512.png")
> system("convert tmp/505x01257336512.ps tmp/505x01257336512.png")
> system("convert tmp/6xh1a1257336512.ps tmp/6xh1a1257336512.png")
> system("convert tmp/7kvh91257336512.ps tmp/7kvh91257336512.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.041   2.047   3.396