R version 2.9.0 (2009-04-17)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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

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

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

> z <- c(498,350,314,288,254,229,306,170,230,440,305,426,412,602,613,482,241,277,252,383,506,366,473,581,688,792,761,592,251,162,183,164,223,237,567,778,888,1118,1275,419,324,197,172,220,98,122,303,750,745,293,534,318,72,67,256,82,337,596,1152,1028)
> y <- c(1901,1395,1639,1643,1751,1797,1373,1558,1555,2061,2010,2119,1985,1963,2017,1975,1589,1679,1392,1511,1449,1767,1899,2179,2217,2049,2343,2175,1607,1702,1764,1766,1615,1953,2091,2411,2550,2351,2786,2525,2474,2332,1978,1789,1904,1997,2207,2453,1948,1384,1989,2140,2100,2045,2083,2022,1950,1422,1859,2147)
> x <- c(10436,9314,9717,8997,9062,8885,9058,9095,9149,9857,9848,10269,10341,9690,10125,9349,9224,9224,9454,9347,9430,9933,10148,10677,10735,9760,10567,9333,9409,9502,9348,9319,9594,10160,10182,10810,11105,9874,10958,9311,9610,9398,9784,9425,9557,10166,10337,10770,11265,10183,10941,9628,9709,9637,9579,9741,9754,10508,10749,11079)
> par7 = 'uitvoer elektriciteit'
> par6 = 'invoer elektriciteit'
> par5 = 'totaal aanbod elektriciteit'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.23 loaded
Copyright M. P. Wand 1997-2009

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


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/1eo5y1256896904.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/2h32x1256896904.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/35mid1256896904.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/440lm1256896904.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/5sjo41256896904.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  
  -694.5390       0.2667  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6gmbp1256896904.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] 1178.183 1214.972 1251.760 1288.549 1325.337 1362.126 1398.914 1435.702
 [9] 1472.491 1509.279 1546.068 1582.856 1619.645 1656.433 1693.221 1730.010
[17] 1766.798 1803.587 1840.375 1877.164 1913.952 1950.740 1987.529 2024.317
[25] 2061.106 2097.894 2134.683 2171.471 2208.260 2245.048 2281.836 2318.625
[33] 2355.413 2392.202 2428.990 2465.779 2502.567 2539.355 2576.144 2612.932
[41] 2649.721 2686.509 2723.298 2760.086 2796.874 2833.663 2870.451 2907.240
[49] 2944.028 2980.817

$yords
 [1]  -64.907569  -34.870526   -4.833482   25.203562   55.240605   85.277649
 [7]  115.314693  145.351736  175.388780  205.425824  235.462867  265.499911
[13]  295.536954  325.573998  355.611042  385.648085  415.685129  445.722173
[19]  475.759216  505.796260  535.833304  565.870347  595.907391  625.944435
[25]  655.981478  686.018522  716.055565  746.092609  776.129653  806.166696
[31]  836.203740  866.240784  896.277827  926.314871  956.351915  986.388958
[37] 1016.426002 1046.463046 1076.500089 1106.537133 1136.574176 1166.611220
[43] 1196.648264 1226.685307 1256.722351 1286.759395 1316.796438 1346.833482
[49] 1376.870526 1406.907569

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 3.935133e-07 8.294631e-07 1.671034e-06 3.247794e-06 6.053532e-06
 [2,] 6.236791e-07 1.295148e-06 2.519787e-06 4.678597e-06 8.366660e-06
 [3,] 9.440315e-07 1.968763e-06 3.775495e-06 6.779250e-06 1.159454e-05
 [4,] 1.351195e-06 2.863160e-06 5.511826e-06 9.764886e-06 1.618004e-05
 [5,] 1.826829e-06 3.947574e-06 7.709828e-06 1.371112e-05 2.244854e-05
 [6,] 2.347001e-06 5.159188e-06 1.024919e-05 1.846836e-05 3.036383e-05
 [7,] 2.893776e-06 6.433357e-06 1.295880e-05 2.369462e-05 3.943220e-05
 [8,] 3.459813e-06 7.728531e-06 1.569306e-05 2.900464e-05 4.887195e-05
 [9,] 4.045403e-06 9.025689e-06 1.837014e-05 3.412394e-05 5.795545e-05
[10,] 4.660653e-06 1.031282e-05 2.094349e-05 3.891674e-05 6.625468e-05
[11,] 5.347148e-06 1.159372e-05 2.335894e-05 4.328089e-05 7.358784e-05
[12,] 6.215096e-06 1.294799e-05 2.559195e-05 4.706793e-05 7.976779e-05
[13,] 7.467447e-06 1.461347e-05 2.779361e-05 5.020404e-05 8.450416e-05
[14,] 9.377664e-06 1.701398e-05 3.044324e-05 5.299224e-05 8.770449e-05
[15,] 1.221229e-05 2.066969e-05 3.433970e-05 5.633452e-05 8.999293e-05
[16,] 1.612246e-05 2.600211e-05 4.034905e-05 6.158350e-05 9.292927e-05
[17,] 2.104059e-05 3.311473e-05 4.900096e-05 6.998497e-05 9.854587e-05
[18,] 2.660806e-05 4.163585e-05 6.013267e-05 8.199085e-05 1.083481e-04
[19,] 3.215389e-05 5.066810e-05 7.273712e-05 9.682150e-05 1.223691e-04
[20,] 3.675909e-05 5.886335e-05 8.505290e-05 1.124786e-04 1.388388e-04
[21,] 3.944502e-05 6.465118e-05 9.486795e-05 1.261593e-04 1.546029e-04
[22,] 3.947196e-05 6.663307e-05 1.000101e-04 1.349129e-04 1.660224e-04
[23,] 3.663819e-05 6.405718e-05 9.896450e-05 1.363993e-04 1.699820e-04
[24,] 3.141431e-05 5.716560e-05 9.143495e-05 1.296000e-04 1.647433e-04
[25,] 2.480895e-05 4.719411e-05 7.856713e-05 1.152388e-04 1.504623e-04
[26,] 1.801654e-05 3.597129e-05 6.264000e-05 9.565589e-05 1.291915e-04
[27,] 1.202804e-05 2.530281e-05 4.631637e-05 7.408839e-05 1.042751e-04
[28,] 7.390858e-06 1.644867e-05 3.181217e-05 5.364810e-05 7.931356e-05
[29,] 4.191745e-06 9.914902e-06 2.037517e-05 3.647831e-05 5.713823e-05
[30,] 2.204286e-06 5.570730e-06 1.224047e-05 2.343937e-05 3.924867e-05
[31,] 1.081319e-06 2.936850e-06 6.945283e-06 1.433019e-05 2.586687e-05
[32,] 4.982318e-07 1.462693e-06 3.745254e-06 8.377513e-06 1.640447e-05
[33,] 2.169609e-07 6.917237e-07 1.925795e-06 4.687017e-06 9.987509e-06
[34,] 8.961376e-08 3.110681e-07 9.430934e-07 2.498930e-06 5.793771e-06
[35,] 3.509569e-08 1.326233e-07 4.373665e-07 1.259237e-06 3.168799e-06
[36,] 1.297414e-08 5.324965e-08 1.904428e-07 5.937863e-07 1.616289e-06
[37,] 4.494368e-09 1.996305e-08 7.713982e-08 2.595234e-07 7.616163e-07
[38,] 1.446792e-09 6.928440e-09 2.882368e-08 1.043068e-07 3.291503e-07
[39,] 4.294409e-10 2.209779e-09 9.868839e-09 3.832273e-08 1.297935e-07
[40,] 1.167773e-10 6.439938e-10 3.080914e-09 1.281715e-08 4.653785e-08
[41,] 2.894963e-11 1.707771e-10 8.739622e-10 3.891364e-09 1.513873e-08
[42,] 6.519731e-12 4.109064e-11 2.247530e-10 1.070554e-09 4.461818e-09
[43,] 1.330663e-12 8.953444e-12 5.232126e-11 2.665854e-10 1.190517e-09
[44,] 2.457306e-13 1.764563e-12 1.101588e-11 6.005038e-11 2.874683e-10
[45,] 4.101617e-14 3.143104e-13 2.096574e-12 1.223257e-11 6.280764e-11
[46,] 6.184170e-15 5.057930e-14 3.606188e-13 2.253226e-12 1.241682e-11
[47,] 8.419453e-16 7.351823e-15 5.605453e-14 3.753197e-13 2.221428e-12
[48,] 1.034880e-16 9.651805e-16 7.874585e-15 5.654183e-14 3.597074e-13
[49,] 1.148389e-17 1.144581e-16 9.999276e-16 7.705476e-15 5.272833e-14
[50,] 1.150550e-18 1.226228e-17 1.147950e-16 9.501404e-16 6.998325e-15
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.063692e-05 1.727856e-05 2.553230e-05 3.394236e-05 4.031777e-05
 [2,] 1.434227e-05 2.320661e-05 3.479251e-05 4.757082e-05 5.865006e-05
 [3,] 1.906456e-05 3.004405e-05 4.476937e-05 6.198915e-05 7.851083e-05
 [4,] 2.547676e-05 3.849508e-05 5.575590e-05 7.653630e-05 9.795969e-05
 [5,] 3.432089e-05 4.973343e-05 6.903105e-05 9.189381e-05 1.162700e-04
 [6,] 4.595864e-05 6.483343e-05 8.644879e-05 1.102285e-04 1.349162e-04
 [7,] 5.997806e-05 8.396049e-05 1.093118e-04 1.341576e-04 1.572225e-04
 [8,] 7.519021e-05 1.058850e-04 1.371592e-04 1.649015e-04 1.864301e-04
 [9,] 9.010517e-05 1.282905e-04 1.673976e-04 2.008122e-04 2.231779e-04
[10,] 1.035685e-04 1.487740e-04 1.962385e-04 2.374913e-04 2.641495e-04
[11,] 1.150526e-04 1.658197e-04 2.203952e-04 2.696594e-04 3.030891e-04
[12,] 1.243940e-04 1.789953e-04 2.383015e-04 2.935465e-04 3.337064e-04
[13,] 1.313326e-04 1.883221e-04 2.499843e-04 3.080930e-04 3.524938e-04
[14,] 1.354665e-04 1.935934e-04 2.559446e-04 3.142607e-04 3.595491e-04
[15,] 1.368388e-04 1.944869e-04 2.563125e-04 3.133998e-04 3.571796e-04
[16,] 1.366584e-04 1.914780e-04 2.511927e-04 3.063375e-04 3.478515e-04
[17,] 1.373411e-04 1.866131e-04 2.417976e-04 2.939212e-04 3.332842e-04
[18,] 1.415416e-04 1.831468e-04 2.310282e-04 2.781435e-04 3.150550e-04
[19,] 1.506910e-04 1.839957e-04 2.225728e-04 2.623344e-04 2.955035e-04
[20,] 1.639949e-04 1.900153e-04 2.189625e-04 2.498391e-04 2.775640e-04
[21,] 1.785076e-04 1.992991e-04 2.199997e-04 2.421034e-04 2.634002e-04
[22,] 1.901649e-04 2.079262e-04 2.227071e-04 2.376868e-04 2.529918e-04
[23,] 1.951663e-04 2.116137e-04 2.227929e-04 2.329777e-04 2.439250e-04
[24,] 1.911209e-04 2.073331e-04 2.166496e-04 2.241067e-04 2.326459e-04
[25,] 1.776611e-04 1.942192e-04 2.027897e-04 2.088470e-04 2.163670e-04
[26,] 1.564490e-04 1.736084e-04 1.821765e-04 1.875136e-04 1.944927e-04
[27,] 1.306068e-04 1.483824e-04 1.575550e-04 1.626032e-04 1.688738e-04
[28,] 1.037319e-04 1.219262e-04 1.322464e-04 1.375549e-04 1.429052e-04
[29,] 7.885634e-05 9.708152e-05 1.089425e-04 1.152937e-04 1.200039e-04
[30,] 5.778064e-05 7.548638e-05 8.896430e-05 9.719070e-05 1.021905e-04
[31,] 4.101635e-05 5.752941e-05 7.223565e-05 8.284613e-05 8.940029e-05
[32,] 2.820881e-05 4.281889e-05 5.788377e-05 7.071374e-05 7.980235e-05
[33,] 1.867927e-05 3.079073e-05 4.504979e-05 5.916626e-05 7.091541e-05
[34,] 1.177929e-05 2.108084e-05 3.341953e-05 4.738355e-05 6.089450e-05
[35,] 6.985496e-06 1.354380e-05 2.323985e-05 3.560968e-05 4.929739e-05
[36,] 3.851246e-06 8.068612e-06 1.496062e-05 2.476722e-05 3.700341e-05
[37,] 1.956051e-06 4.418580e-06 8.840179e-06 1.580276e-05 2.549421e-05
[38,] 9.092699e-07 2.211265e-06 4.768966e-06 9.201018e-06 1.602868e-05
[39,] 3.851451e-07 1.007487e-06 2.341046e-06 4.873511e-06 9.166085e-06
[40,] 1.482333e-07 4.169429e-07 1.043693e-06 2.344097e-06 4.758726e-06
[41,] 5.174918e-08 1.565171e-07 4.221121e-07 1.022795e-06 2.240497e-06
[42,] 1.637041e-08 5.325570e-08 1.547755e-07 4.045909e-07 9.559802e-07
[43,] 4.690094e-09 1.641801e-08 5.143361e-08 1.450408e-07 3.694881e-07
[44,] 1.216648e-09 4.585114e-09 1.548735e-08 4.710752e-08 1.293123e-07
[45,] 2.857496e-10 1.159931e-09 4.225120e-09 1.385850e-08 4.096638e-08
[46,] 6.076651e-11 2.658074e-10 1.044208e-09 3.692078e-09 1.174446e-08
[47,] 1.170157e-11 5.517735e-11 2.337606e-10 8.905412e-10 3.045980e-09
[48,] 2.040674e-12 1.037558e-11 4.739486e-11 1.944273e-10 7.144651e-10
[49,] 3.223281e-13 1.767290e-12 8.701469e-12 3.841186e-11 1.515192e-10
[50,] 4.611553e-14 2.726551e-13 1.446321e-12 6.865242e-12 2.904428e-11
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.264323e-05 4.016326e-05 3.388077e-05 2.604921e-05 1.899592e-05
 [2,] 6.475496e-05 6.385157e-05 5.638267e-05 4.514586e-05 3.381541e-05
 [3,] 8.991544e-05 9.250185e-05 8.540110e-05 7.130773e-05 5.512646e-05
 [4,] 1.150953e-04 1.227164e-04 1.180665e-04 1.027699e-04 8.226060e-05
 [5,] 1.377295e-04 1.504151e-04 1.497790e-04 1.355324e-04 1.124503e-04
 [6,] 1.574981e-04 1.729627e-04 1.760552e-04 1.644868e-04 1.412042e-04
 [7,] 1.770995e-04 1.910342e-04 1.949453e-04 1.856406e-04 1.638355e-04
 [8,] 2.010443e-04 2.087463e-04 2.085082e-04 1.983343e-04 1.776129e-04
 [9,] 2.327759e-04 2.314449e-04 2.220366e-04 2.059599e-04 1.833567e-04
[10,] 2.718342e-04 2.621847e-04 2.410544e-04 2.143625e-04 1.853374e-04
[11,] 3.131239e-04 2.991503e-04 2.677473e-04 2.285751e-04 1.892455e-04
[12,] 3.490573e-04 3.359202e-04 2.991576e-04 2.497982e-04 1.992433e-04
[13,] 3.732590e-04 3.645951e-04 3.284631e-04 2.745641e-04 2.158151e-04
[14,] 3.833298e-04 3.797543e-04 3.485765e-04 2.966543e-04 2.357048e-04
[15,] 3.809777e-04 3.806628e-04 3.557152e-04 3.105144e-04 2.539070e-04
[16,] 3.699482e-04 3.705969e-04 3.507485e-04 3.139854e-04 2.663945e-04
[17,] 3.537363e-04 3.543175e-04 3.378664e-04 3.088126e-04 2.719174e-04
[18,] 3.347209e-04 3.357656e-04 3.219368e-04 2.990163e-04 2.719857e-04
[19,] 3.146999e-04 3.172809e-04 3.064207e-04 2.885064e-04 2.693782e-04
[20,] 2.955479e-04 3.000687e-04 2.927757e-04 2.794329e-04 2.663159e-04
[21,] 2.789651e-04 2.847926e-04 2.809908e-04 2.718996e-04 2.633741e-04
[22,] 2.655015e-04 2.715771e-04 2.703389e-04 2.646885e-04 2.595354e-04
[23,] 2.538746e-04 2.596276e-04 2.597754e-04 2.562322e-04 2.530647e-04
[24,] 2.413613e-04 2.471368e-04 2.480193e-04 2.452647e-04 2.425375e-04
[25,] 2.251472e-04 2.318597e-04 2.336617e-04 2.310217e-04 2.274518e-04
[26,] 2.038356e-04 2.121635e-04 2.155374e-04 2.131935e-04 2.082454e-04
[27,] 1.782769e-04 1.879984e-04 1.933169e-04 1.919306e-04 1.859496e-04
[28,] 1.513199e-04 1.612501e-04 1.680283e-04 1.680431e-04 1.618820e-04
[29,] 1.266346e-04 1.352246e-04 1.421386e-04 1.432529e-04 1.376153e-04
[30,] 1.071582e-04 1.134089e-04 1.189480e-04 1.201537e-04 1.151038e-04
[31,] 9.387281e-05 9.801689e-05 1.013932e-04 1.015975e-04 9.659665e-05
[32,] 8.549065e-05 8.900826e-05 9.075147e-05 8.959659e-05 8.406537e-05
[33,] 7.920324e-05 8.411678e-05 8.593734e-05 8.425613e-05 7.827458e-05
[34,] 7.210032e-05 7.993098e-05 8.387424e-05 8.342212e-05 7.804321e-05
[35,] 6.249428e-05 7.348269e-05 8.085231e-05 8.341968e-05 8.030967e-05
[36,] 5.047057e-05 6.349455e-05 7.417989e-05 8.061477e-05 8.119987e-05
[37,] 3.748906e-05 5.066298e-05 6.323693e-05 7.297613e-05 7.763549e-05
[38,] 2.542689e-05 3.696517e-05 4.941872e-05 6.077836e-05 6.859751e-05
[39,] 1.568488e-05 2.453403e-05 3.515326e-05 4.613301e-05 5.533873e-05
[40,] 8.780363e-06 1.477068e-05 2.267744e-05 3.176037e-05 4.051176e-05
[41,] 4.454864e-06 8.053992e-06 1.324134e-05 1.978391e-05 2.683228e-05
[42,] 2.046929e-06 3.973747e-06 6.990561e-06 1.113630e-05 1.605482e-05
[43,] 8.512942e-07 1.772995e-06 3.334699e-06 5.660706e-06 8.671409e-06
[44,] 3.203188e-07 7.150652e-07 1.436759e-06 2.597309e-06 4.225995e-06
[45,] 1.090075e-07 2.605951e-07 5.589370e-07 1.075438e-06 1.857885e-06
[46,] 3.353995e-08 8.579143e-08 1.962865e-07 4.017674e-07 7.367034e-07
[47,] 9.327618e-09 2.550746e-08 6.221294e-08 1.354029e-07 2.634539e-07
[48,] 2.344007e-09 6.847553e-09 1.779339e-08 4.116173e-08 8.496094e-08
[49,] 5.321219e-10 1.659420e-09 4.591538e-09 1.128565e-08 2.470631e-08
[50,] 1.090981e-10 3.629487e-10 1.068856e-09 2.790532e-09 6.478069e-09
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 1.409675e-05 1.148739e-05 1.044781e-05 9.997365e-06 9.341424e-06
 [2,] 2.514890e-05 2.004582e-05 1.778897e-05 1.691925e-05 1.605000e-05
 [3,] 4.143770e-05 3.254264e-05 2.816305e-05 2.645758e-05 2.530627e-05
 [4,] 6.294183e-05 4.908685e-05 4.150566e-05 3.832695e-05 3.671466e-05
 [5,] 8.805226e-05 6.871441e-05 5.698126e-05 5.155300e-05 4.914504e-05
 [6,] 1.134943e-04 8.921143e-05 7.290818e-05 6.452683e-05 6.085877e-05
 [7,] 1.351222e-04 1.074722e-04 8.700865e-05 7.532131e-05 6.991844e-05
 [8,] 1.494862e-04 1.204469e-04 9.700462e-05 8.220664e-05 7.475864e-05
 [9,] 1.554972e-04 1.263833e-04 1.014044e-04 8.419655e-05 7.469313e-05
[10,] 1.552301e-04 1.257863e-04 1.001887e-04 8.143311e-05 7.015415e-05
[11,] 1.532379e-04 1.215383e-04 9.509692e-05 7.529598e-05 6.260595e-05
[12,] 1.545712e-04 1.179956e-04 8.934503e-05 6.823768e-05 5.425067e-05
[13,] 1.625110e-04 1.194048e-04 8.682484e-05 6.341109e-05 4.771536e-05
[14,] 1.772431e-04 1.283643e-04 9.102949e-05 6.414308e-05 4.581327e-05
[15,] 1.961417e-04 1.450242e-04 1.040512e-04 7.327506e-05 5.129291e-05
[16,] 2.153633e-04 1.673084e-04 1.259607e-04 9.241656e-05 6.639103e-05
[17,] 2.317253e-04 1.919150e-04 1.547474e-04 1.212670e-04 9.211110e-05
[18,] 2.438199e-04 2.155262e-04 1.868288e-04 1.572894e-04 1.274314e-04
[19,] 2.519186e-04 2.356667e-04 2.179703e-04 1.960260e-04 1.689110e-04
[20,] 2.569779e-04 2.509240e-04 2.442958e-04 2.321128e-04 2.111413e-04
[21,] 2.595033e-04 2.606013e-04 2.630014e-04 2.606445e-04 2.480655e-04
[22,] 2.589706e-04 2.641647e-04 2.725284e-04 2.782654e-04 2.746079e-04
[23,] 2.540731e-04 2.609342e-04 2.722869e-04 2.835181e-04 2.877923e-04
[24,] 2.435464e-04 2.502741e-04 2.623154e-04 2.764991e-04 2.868888e-04
[25,] 2.270049e-04 2.321554e-04 2.432327e-04 2.583234e-04 2.728336e-04
[26,] 2.052882e-04 2.076576e-04 2.164828e-04 2.308680e-04 2.475886e-04
[27,] 1.801904e-04 1.789967e-04 1.845222e-04 1.968147e-04 2.138852e-04
[28,] 1.538655e-04 1.490189e-04 1.505922e-04 1.596185e-04 1.752188e-04
[29,] 1.283578e-04 1.204868e-04 1.180666e-04 1.230777e-04 1.356367e-04
[30,] 1.054890e-04 9.559077e-05 8.972709e-05 9.058272e-05 9.909258e-05
[31,] 8.694707e-05 7.586244e-05 6.736265e-05 6.445237e-05 6.861817e-05
[32,] 7.420511e-05 6.229709e-05 5.179879e-05 4.570889e-05 4.578965e-05
[33,] 6.804779e-05 5.533354e-05 4.311679e-05 3.429272e-05 3.074853e-05
[34,] 6.789689e-05 5.453974e-05 4.073957e-05 2.941593e-05 2.263074e-05
[35,] 7.146860e-05 5.823839e-05 4.329789e-05 2.975790e-05 2.003836e-05
[36,] 7.523595e-05 6.353686e-05 4.852473e-05 3.347725e-05 2.130141e-05
[37,] 7.567817e-05 6.705048e-05 5.353777e-05 3.827917e-05 2.456298e-05
[38,] 7.070654e-05 6.610697e-05 5.561854e-05 4.178536e-05 2.790523e-05
[39,] 6.044527e-05 5.978341e-05 5.316408e-05 4.218394e-05 2.966760e-05
[40,] 4.692832e-05 4.914690e-05 4.624883e-05 3.882610e-05 2.887177e-05
[41,] 3.296865e-05 3.657044e-05 3.643050e-05 3.237642e-05 2.548913e-05
[42,] 2.092155e-05 2.458075e-05 2.592327e-05 2.439233e-05 2.033862e-05
[43,] 1.198214e-05 1.490954e-05 1.664545e-05 1.658251e-05 1.464502e-05
[44,] 6.190564e-06 8.156962e-06 9.639501e-06 1.016640e-05 9.509586e-06
[45,] 2.884560e-06 4.024239e-06 5.033348e-06 5.619345e-06 5.566746e-06
[46,] 1.212062e-06 1.790095e-06 2.369459e-06 2.799953e-06 2.937301e-06
[47,] 4.592303e-07 7.179204e-07 1.005553e-06 1.257583e-06 1.396933e-06
[48,] 1.568818e-07 2.595775e-07 3.846902e-07 5.091343e-07 5.987859e-07
[49,] 4.832067e-08 8.461311e-08 1.326665e-07 1.857947e-07 2.313305e-07
[50,] 1.341829e-08 2.486453e-08 4.124315e-08 6.111371e-08 8.054889e-08
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 8.093948e-06 6.311074e-06 4.351510e-06 2.624905e-06 1.375916e-06
 [2,] 1.433889e-05 1.164737e-05 8.423957e-06 5.354600e-06 2.966505e-06
 [3,] 2.318220e-05 1.953599e-05 1.477682e-05 9.877257e-06 5.775651e-06
 [4,] 3.428395e-05 2.983522e-05 2.351943e-05 1.649123e-05 1.016092e-05
 [5,] 4.649425e-05 4.157262e-05 3.402097e-05 2.495028e-05 1.616516e-05
 [6,] 5.796978e-05 5.297250e-05 4.480588e-05 3.425301e-05 2.327878e-05
 [7,] 6.663055e-05 6.187473e-05 5.383765e-05 4.273912e-05 3.037988e-05
 [8,] 7.081102e-05 6.642649e-05 5.915667e-05 4.856062e-05 3.598262e-05
 [9,] 6.982984e-05 6.574419e-05 5.960111e-05 5.035998e-05 3.875290e-05
[10,] 6.422572e-05 6.023317e-05 5.525427e-05 4.781954e-05 3.805641e-05
[11,] 5.558488e-05 5.143732e-05 4.740806e-05 4.179878e-05 3.424911e-05
[12,] 4.610943e-05 4.154955e-05 3.811107e-05 3.402123e-05 2.856958e-05
[13,] 3.819731e-05 3.287973e-05 2.958351e-05 2.652735e-05 2.273355e-05
[14,] 3.422935e-05 2.754676e-05 2.380033e-05 2.119266e-05 1.847470e-05
[15,] 3.653394e-05 2.746008e-05 2.238085e-05 1.949734e-05 1.723234e-05
[16,] 4.728620e-05 3.441020e-05 2.669640e-05 2.253629e-05 2.002941e-05
[17,] 6.807691e-05 4.996196e-05 3.795005e-05 3.111213e-05 2.745684e-05
[18,] 9.912538e-05 7.495080e-05 5.698675e-05 4.572452e-05 3.965899e-05
[19,] 1.384913e-04 1.087058e-04 8.378341e-05 6.635918e-05 5.627679e-05
[20,] 1.818743e-04 1.484726e-04 1.168673e-04 9.215236e-05 7.638372e-05
[21,] 2.233974e-04 1.895824e-04 1.531167e-04 1.211791e-04 9.850684e-05
[22,] 2.571722e-04 2.265283e-04 1.882784e-04 1.506413e-04 1.208310e-04
[23,] 2.788618e-04 2.544777e-04 2.180728e-04 1.775080e-04 1.415998e-04
[24,] 2.864359e-04 2.703826e-04 2.392755e-04 1.992860e-04 1.595489e-04
[25,] 2.799277e-04 2.731630e-04 2.501474e-04 2.144169e-04 1.740691e-04
[26,] 2.607295e-04 2.631800e-04 2.501301e-04 2.220691e-04 1.849050e-04
[27,] 2.311190e-04 2.417085e-04 2.393475e-04 2.216474e-04 1.915722e-04
[28,] 1.942131e-04 2.108758e-04 2.185312e-04 2.126331e-04 1.930091e-04
[29,] 1.539521e-04 1.738626e-04 1.894136e-04 1.950342e-04 1.878822e-04
[30,] 1.146488e-04 1.347753e-04 1.550291e-04 1.700684e-04 1.754250e-04
[31,] 8.010614e-05 9.789554e-05 1.193594e-04 1.403871e-04 1.561964e-04
[32,] 5.277117e-05 6.662386e-05 8.633788e-05 1.095067e-04 1.321804e-04
[33,] 3.341422e-05 4.273951e-05 5.879375e-05 8.076485e-05 1.061754e-04
[34,] 2.142307e-05 2.634847e-05 3.793638e-05 5.644981e-05 8.092036e-05
[35,] 1.540514e-05 1.639571e-05 2.353455e-05 3.751647e-05 5.846348e-05
[36,] 1.370637e-05 1.132661e-05 1.449700e-05 2.383690e-05 3.996288e-05
[37,] 1.466975e-05 9.555511e-06 9.447033e-06 1.465711e-05 2.578815e-05
[38,] 1.672189e-05 9.664534e-06 7.068821e-06 8.980276e-06 1.571793e-05
[39,] 1.847504e-05 1.045725e-05 6.239521e-06 5.792075e-06 9.132671e-06
[40,] 1.892730e-05 1.101233e-05 6.067231e-06 4.177955e-06 5.199732e-06
[41,] 1.766933e-05 1.077431e-05 5.921903e-06 3.396415e-06 3.056564e-06
[42,] 1.493107e-05 9.611999e-06 5.464597e-06 2.927990e-06 1.964288e-06
[43,] 1.139135e-05 7.763060e-06 4.634640e-06 2.486779e-06 1.394692e-06
[44,] 7.838183e-06 5.660350e-06 3.570312e-06 1.983403e-06 1.039185e-06
[45,] 4.862063e-06 3.721935e-06 2.486333e-06 1.450848e-06 7.604381e-07
[46,] 2.718366e-06 2.206057e-06 1.562222e-06 9.633254e-07 5.223762e-07
[47,] 1.369754e-06 1.178443e-06 8.849527e-07 5.780731e-07 3.291726e-07
[48,] 6.220274e-07 5.672985e-07 4.518087e-07 3.129507e-07 1.883119e-07
[49,] 2.545683e-07 2.461015e-07 2.078697e-07 1.527335e-07 9.737027e-08
[50,] 9.389161e-08 9.620832e-08 8.618036e-08 6.717812e-08 4.542230e-08
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 6.240532e-07 2.442533e-07 8.236312e-08 2.390687e-08 5.977370e-09
 [2,] 1.424793e-06 5.912570e-07 2.115463e-07 6.518474e-08 1.730979e-08
 [3,] 2.934959e-06 1.290598e-06 4.897864e-07 1.601793e-07 4.517164e-08
 [4,] 5.456930e-06 2.540945e-06 1.022364e-06 3.547700e-07 1.062331e-07
 [5,] 9.162477e-06 4.513679e-06 1.924379e-06 7.083087e-07 2.251693e-07
 [6,] 1.390194e-05 7.237334e-06 3.267213e-06 1.274990e-06 4.301919e-07
 [7,] 1.907609e-05 1.048032e-05 5.005175e-06 2.069656e-06 7.409430e-07
 [8,] 2.369805e-05 1.371624e-05 6.921999e-06 3.030705e-06 1.150748e-06
 [9,] 2.669184e-05 1.624161e-05 8.648804e-06 4.005852e-06 1.612283e-06
[10,] 2.732114e-05 1.743323e-05 9.778074e-06 4.785074e-06 2.039948e-06
[11,] 2.553180e-05 1.703236e-05 1.003928e-05 5.182236e-06 2.337560e-06
[12,] 2.202829e-05 1.530997e-05 9.455177e-06 5.136115e-06 2.447119e-06
[13,] 1.807042e-05 1.304014e-05 8.407586e-06 4.789205e-06 2.403197e-06
[14,] 1.513379e-05 1.132687e-05 7.601952e-06 4.521541e-06 2.378818e-06
[15,] 1.460267e-05 1.138755e-05 7.971769e-06 4.945900e-06 2.719582e-06
[16,] 1.756206e-05 1.435023e-05 1.055295e-05 6.872035e-06 3.964718e-06
[17,] 2.464873e-05 2.103866e-05 1.630005e-05 1.120997e-05 6.830860e-06
[18,] 3.591118e-05 3.170749e-05 2.579262e-05 1.874860e-05 1.209988e-05
[19,] 5.070854e-05 4.578529e-05 3.885893e-05 2.978459e-05 2.035299e-05
[20,] 6.774767e-05 6.179741e-05 5.429231e-05 4.370871e-05 3.157422e-05
[21,] 8.533649e-05 7.764097e-05 6.991918e-05 5.880305e-05 4.479021e-05
[22,] 1.018288e-04 9.122108e-05 8.316980e-05 7.251486e-05 5.801742e-05
[23,] 1.161208e-04 1.012265e-04 9.201876e-05 8.226559e-05 6.872142e-05
[24,] 1.279856e-04 1.076841e-04 9.588403e-05 8.651376e-05 7.472823e-05
[25,] 1.380328e-04 1.119829e-04 9.600999e-05 8.555380e-05 7.520809e-05
[26,] 1.472047e-04 1.162767e-04 9.507932e-05 8.159745e-05 7.121900e-05
[27,] 1.559828e-04 1.224703e-04 9.617431e-05 7.803541e-05 6.548273e-05
[28,] 1.637491e-04 1.312312e-04 1.015254e-04 7.819083e-05 6.146340e-05
[29,] 1.687611e-04 1.415155e-04 1.115814e-04 8.409884e-05 6.215990e-05
[30,] 1.688460e-04 1.508621e-04 1.247719e-04 9.577813e-05 6.910127e-05
[31,] 1.624192e-04 1.563037e-04 1.380087e-04 1.111958e-04 8.185764e-05
[32,] 1.492154e-04 1.554256e-04 1.476637e-04 1.268482e-04 9.812733e-05
[33,] 1.303788e-04 1.471107e-04 1.506354e-04 1.387211e-04 1.142990e-04
[34,] 1.080153e-04 1.317732e-04 1.451841e-04 1.433634e-04 1.263439e-04
[35,] 8.457038e-05 1.111576e-04 1.313670e-04 1.388267e-04 1.308728e-04
[36,] 6.231329e-05 8.786757e-05 1.110022e-04 1.252299e-04 1.261172e-04
[37,] 4.299449e-05 6.475032e-05 8.716142e-05 1.047345e-04 1.125034e-04
[38,] 2.764407e-05 4.425279e-05 6.330612e-05 8.087186e-05 9.252956e-05
[39,] 1.651080e-05 2.791983e-05 4.234871e-05 5.743568e-05 6.991994e-05
[40,] 9.171608e-06 1.620500e-05 2.599520e-05 3.739158e-05 4.839279e-05
[41,] 4.789237e-06 8.641434e-06 1.459892e-05 2.224874e-05 3.059412e-05
[42,] 2.418324e-06 4.246244e-06 7.487149e-06 1.207069e-05 1.762618e-05
[43,] 1.243581e-06 1.944998e-06 3.506532e-06 5.960365e-06 9.236173e-06
[44,] 6.901771e-07 8.537977e-07 1.505131e-06 2.676178e-06 4.395013e-06
[45,] 4.201357e-07 3.776688e-07 5.987361e-07 1.093161e-06 1.897040e-06
[46,] 2.682298e-07 1.785801e-07 2.264712e-07 4.076623e-07 7.423855e-07
[47,] 1.685334e-07 9.233453e-08 8.539879e-08 1.401660e-07 2.635707e-07
[48,] 9.958859e-08 5.024687e-08 3.407620e-08 4.544882e-08 8.514858e-08
[49,] 5.403879e-08 2.704112e-08 1.483498e-08 1.450836e-08 2.523399e-08
[50,] 2.663365e-08 1.373122e-08 6.839325e-09 4.837750e-09 6.989472e-09
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 1.300550e-09 2.665276e-10 7.640121e-11 4.802798e-11 4.123136e-11
 [2,] 4.006866e-09 8.830866e-10 2.822709e-10 1.971591e-10 1.816952e-10
 [3,] 1.112585e-08 2.640421e-09 9.429340e-10 7.300775e-10 7.214861e-10
 [4,] 2.784460e-08 7.125612e-09 2.847917e-09 2.438384e-09 2.581511e-09
 [5,] 6.281486e-08 1.735902e-08 7.776316e-09 7.344596e-09 8.322852e-09
 [6,] 1.277443e-07 3.818245e-08 1.919482e-08 1.994919e-08 2.417783e-08
 [7,] 2.342269e-07 7.584517e-08 4.282663e-08 4.885791e-08 6.328521e-08
 [8,] 3.872909e-07 1.360911e-07 8.636191e-08 1.078860e-07 1.492530e-07
 [9,] 5.777138e-07 2.206688e-07 1.573946e-07 2.147807e-07 3.171603e-07
[10,] 7.781623e-07 3.236085e-07 2.592831e-07 3.855068e-07 6.072615e-07
[11,] 9.490003e-07 4.301426e-07 3.863469e-07 6.239556e-07 1.047710e-06
[12,] 1.056452e-06 5.215633e-07 5.219590e-07 9.112681e-07 1.629157e-06
[13,] 1.100748e-06 5.880800e-07 6.440975e-07 1.203356e-06 2.284563e-06
[14,] 1.149728e-06 6.500157e-07 7.415677e-07 1.445449e-06 2.894211e-06
[15,] 1.375823e-06 7.870584e-07 8.410328e-07 1.606296e-06 3.329381e-06
[16,] 2.094684e-06 1.174466e-06 1.041757e-06 1.725036e-06 3.528069e-06
[17,] 3.790822e-06 2.118463e-06 1.550901e-06 1.956486e-06 3.575096e-06
[18,] 7.088692e-06 4.065931e-06 2.703410e-06 2.596962e-06 3.751676e-06
[19,] 1.260966e-05 7.543483e-06 4.936264e-06 4.068148e-06 4.526606e-06
[20,] 2.068594e-05 1.298327e-05 8.679645e-06 6.831067e-06 6.470167e-06
[21,] 3.100116e-05 2.044522e-05 1.415179e-05 1.121217e-05 1.007998e-05
[22,] 4.235045e-05 2.934272e-05 2.111205e-05 1.717031e-05 1.553571e-05
[23,] 5.275432e-05 3.835854e-05 2.870679e-05 2.410818e-05 2.246244e-05
[24,] 6.003090e-05 4.571052e-05 3.556186e-05 3.087515e-05 2.984657e-05
[25,] 6.266073e-05 4.975610e-05 4.017776e-05 3.605109e-05 3.623192e-05
[26,] 6.054114e-05 4.969762e-05 4.150086e-05 3.844110e-05 4.018453e-05
[27,] 5.521907e-05 4.603361e-05 3.940243e-05 3.755597e-05 4.082799e-05
[28,] 4.944959e-05 4.050619e-05 3.481668e-05 3.383194e-05 3.817260e-05
[29,] 4.627987e-05 3.556289e-05 2.947183e-05 2.849029e-05 3.307804e-05
[30,] 4.806052e-05 3.358930e-05 2.536213e-05 2.314028e-05 2.691377e-05
[31,] 5.573460e-05 3.621987e-05 2.419978e-05 1.933634e-05 2.113321e-05
[32,] 6.855244e-05 4.390550e-05 2.701427e-05 1.825115e-05 1.695502e-05
[33,] 8.419592e-05 5.575979e-05 3.392630e-05 2.049150e-05 1.520439e-05
[34,] 9.925608e-05 6.965455e-05 4.405274e-05 2.598979e-05 1.624496e-05
[35,] 1.100224e-04 8.258560e-05 5.554803e-05 3.392471e-05 1.991444e-05
[36,] 1.134811e-04 9.135048e-05 6.587696e-05 4.272922e-05 2.545697e-05
[37,] 1.082583e-04 9.346044e-05 7.240365e-05 5.032148e-05 3.154635e-05
[38,] 9.511594e-05 8.799060e-05 7.320582e-05 5.463305e-05 3.652248e-05
[39,] 7.670235e-05 7.595290e-05 6.779045e-05 5.430560e-05 3.886307e-05
[40,] 5.660341e-05 5.993322e-05 5.731427e-05 4.922814e-05 3.772748e-05
[41,] 3.812734e-05 4.312442e-05 4.413227e-05 4.058998e-05 3.328766e-05
[42,] 2.338979e-05 2.823533e-05 3.088702e-05 3.038186e-05 2.663460e-05
[43,] 1.304348e-05 1.679206e-05 1.961576e-05 2.061303e-05 1.929742e-05
[44,] 6.601684e-06 9.057610e-06 1.128905e-05 1.266135e-05 1.264654e-05
[45,] 3.028675e-06 4.425805e-06 5.881054e-06 7.034178e-06 7.490444e-06
[46,] 1.258206e-06 1.957082e-06 2.770844e-06 3.531921e-06 4.007098e-06
[47,] 4.729917e-07 7.825634e-07 1.179823e-06 1.601800e-06 1.935184e-06
[48,] 1.608623e-07 2.827877e-07 4.537535e-07 6.558351e-07 8.433607e-07
[49,] 4.952301e-08 9.231209e-08 1.575524e-07 2.423269e-07 3.315643e-07
[50,] 1.383305e-08 2.721893e-08 4.937242e-08 8.077851e-08 1.175649e-07
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 3.310877e-11 2.310075e-11 1.386843e-11 7.155114e-12 3.171963e-12
 [2,] 1.552175e-10 1.150696e-10 7.338891e-11 4.022350e-11 1.894308e-11
 [3,] 6.555972e-10 5.163988e-10 3.498828e-10 2.037192e-10 1.019205e-10
 [4,] 2.494786e-09 2.087862e-09 1.502816e-09 9.295547e-10 4.940418e-10
 [5,] 8.553159e-09 7.605160e-09 5.815377e-09 3.821262e-09 2.157519e-09
 [6,] 2.641907e-08 2.495782e-08 2.027407e-08 1.415238e-08 8.488605e-09
 [7,] 7.351983e-08 7.378958e-08 6.367861e-08 4.722171e-08 3.008898e-08
 [8,] 1.843262e-07 1.965504e-07 1.801922e-07 1.419526e-07 9.608776e-08
 [9,] 4.163578e-07 4.716765e-07 4.593764e-07 3.844461e-07 2.764516e-07
[10,] 8.473165e-07 1.019780e-06 1.055096e-06 9.380319e-07 7.165722e-07
[11,] 1.553579e-06 1.986390e-06 2.183267e-06 2.062007e-06 1.673366e-06
[12,] 2.566601e-06 3.485995e-06 4.070207e-06 4.083703e-06 3.520564e-06
[13,] 3.821237e-06 5.512151e-06 6.836436e-06 7.286394e-06 6.673060e-06
[14,] 5.129950e-06 7.854650e-06 1.034601e-05 1.171317e-05 1.139547e-05
[15,] 6.220016e-06 1.009195e-05 1.410986e-05 1.696542e-05 1.753242e-05
[16,] 6.843369e-06 1.170941e-05 1.735007e-05 2.214407e-05 2.430408e-05
[17,] 6.922348e-06 1.232351e-05 1.926431e-05 2.605962e-05 3.036097e-05
[18,] 6.663488e-06 1.191231e-05 1.939712e-05 2.768993e-05 3.419482e-05
[19,] 6.580245e-06 1.092996e-05 1.792658e-05 2.667630e-05 3.477148e-05
[20,] 7.401982e-06 1.023881e-05 1.570167e-05 2.357771e-05 3.205336e-05
[21,] 9.877958e-06 1.087832e-05 1.400460e-05 1.973079e-05 2.709953e-05
[22,] 1.450393e-05 1.374011e-05 1.414752e-05 1.679481e-05 2.168373e-05
[23,] 2.123330e-05 1.922814e-05 1.705322e-05 1.621071e-05 1.765632e-05
[24,] 2.929480e-05 2.699853e-05 2.293361e-05 1.878275e-05 1.637396e-05
[25,] 3.726634e-05 3.590375e-05 3.114790e-05 2.447837e-05 1.839873e-05
[26,] 4.346684e-05 4.424271e-05 4.031058e-05 3.245695e-05 2.348076e-05
[27,] 4.653492e-05 5.027965e-05 4.866103e-05 4.130309e-05 3.073169e-05
[28,] 4.590940e-05 5.281218e-05 5.457688e-05 4.939643e-05 3.888268e-05
[29,] 4.196646e-05 5.150853e-05 5.700895e-05 5.529072e-05 4.653994e-05
[30,] 3.578771e-05 4.688135e-05 5.566300e-05 5.797582e-05 5.238444e-05
[31,] 2.874853e-05 3.999741e-05 5.092877e-05 5.699197e-05 5.532640e-05
[32,] 2.215668e-05 3.213513e-05 4.369195e-05 5.246341e-05 5.467832e-05
[33,] 1.704766e-05 2.453044e-05 3.514192e-05 4.510177e-05 5.036971e-05
[34,] 1.409943e-05 1.821440e-05 2.657883e-05 3.612873e-05 4.309939e-05
[35,] 1.357968e-05 1.388818e-05 1.918126e-05 2.703258e-05 3.425105e-05
[36,] 1.528545e-05 1.181608e-05 1.375787e-05 1.917856e-05 2.550424e-05
[37,] 1.851280e-05 1.177027e-05 1.057636e-05 1.343167e-05 1.828768e-05
[38,] 2.214136e-05 1.307508e-05 9.350326e-06 9.973545e-06 1.334749e-05
[39,] 2.489456e-05 1.477662e-05 9.389265e-06 8.380663e-06 1.062912e-05
[40,] 2.573450e-05 1.591695e-05 9.851231e-06 7.891306e-06 9.480242e-06
[41,] 2.422843e-05 1.583185e-05 1.001096e-05 7.722856e-06 9.025972e-06
[42,] 2.068722e-05 1.434859e-05 9.458015e-06 7.317911e-06 8.529550e-06
[43,] 1.598589e-05 1.178493e-05 8.161295e-06 6.452785e-06 7.604643e-06
[44,] 1.116630e-05 8.751189e-06 6.386454e-06 5.202239e-06 6.236243e-06
[45,] 7.045025e-06 5.868722e-06 4.519151e-06 3.807157e-06 4.652811e-06
[46,] 4.012531e-06 3.552125e-06 2.888127e-06 2.521952e-06 3.144534e-06
[47,] 2.062237e-06 1.939685e-06 1.666015e-06 1.510382e-06 1.921851e-06
[48,] 9.561055e-07 9.553290e-07 8.671535e-07 8.173658e-07 1.061563e-06
[49,] 3.997725e-07 4.242907e-07 4.071622e-07 3.995734e-07 5.298516e-07
[50,] 1.507216e-07 1.698998e-07 1.724317e-07 1.764157e-07 2.389638e-07
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.208242e-12 3.954511e-13 1.112103e-13 2.687261e-14 5.579406e-15
 [2,] 7.665407e-12 2.665220e-12 7.962402e-13 2.043940e-13 4.508219e-14
 [3,] 4.381322e-11 1.618311e-11 5.136081e-12 1.400602e-12 3.281788e-13
 [4,] 2.256141e-10 8.852827e-11 2.984769e-11 8.646743e-12 2.152323e-12
 [5,] 1.046685e-09 4.363054e-10 1.562710e-10 4.809268e-11 1.271723e-11
 [6,] 4.374785e-09 1.937271e-09 7.371178e-10 2.409886e-10 6.769696e-11
 [7,] 1.647354e-08 7.749600e-09 3.132455e-09 1.087936e-09 3.246646e-10
 [8,] 5.588642e-08 2.792915e-08 1.199284e-08 4.424860e-09 1.402781e-09
 [9,] 1.708111e-07 9.068312e-08 4.136659e-08 1.621385e-08 5.460538e-09
[10,] 4.703444e-07 2.652681e-07 1.285486e-07 5.352572e-08 1.915009e-08
[11,] 1.166825e-06 6.990909e-07 3.598941e-07 1.591948e-07 6.050567e-08
[12,] 2.607867e-06 1.659862e-06 9.077621e-07 4.265649e-07 1.722310e-07
[13,] 5.251163e-06 3.550591e-06 2.062810e-06 1.029749e-06 4.416886e-07
[14,] 9.526140e-06 6.842574e-06 4.223151e-06 2.239584e-06 1.020496e-06
[15,] 1.556943e-05 1.188036e-05 7.789405e-06 4.388270e-06 2.124203e-06
[16,] 2.292612e-05 1.858377e-05 1.294384e-05 7.746575e-06 3.983555e-06
[17,] 3.041690e-05 2.619028e-05 1.937831e-05 1.232019e-05 6.730324e-06
[18,] 3.636599e-05 3.325613e-05 2.613789e-05 1.765301e-05 1.024454e-05
[19,] 3.919913e-05 3.805371e-05 3.176506e-05 2.278882e-05 1.404890e-05
[20,] 3.814662e-05 3.925697e-05 3.478729e-05 2.650627e-05 1.735777e-05
[21,] 3.364986e-05 3.656149e-05 3.434654e-05 2.778221e-05 1.932276e-05
[22,] 2.722078e-05 3.086528e-05 3.061492e-05 2.625292e-05 1.938369e-05
[23,] 2.084670e-05 2.389941e-05 2.473793e-05 2.239727e-05 1.753093e-05
[24,] 1.629121e-05 1.754450e-05 1.834613e-05 1.732650e-05 1.431621e-05
[25,] 1.462961e-05 1.322355e-05 1.294000e-05 1.231898e-05 1.060697e-05
[26,] 1.613770e-05 1.163194e-05 9.478042e-06 8.379215e-06 7.241099e-06
[27,] 2.043718e-05 1.280356e-05 8.301604e-06 6.032697e-06 4.777224e-06
[28,] 2.672383e-05 1.633329e-05 9.299121e-06 5.376170e-06 3.436769e-06
[29,] 3.395059e-05 2.156539e-05 1.211199e-05 6.249966e-06 3.195652e-06
[30,] 4.092912e-05 2.766209e-05 1.623688e-05 8.375086e-06 3.910451e-06
[31,] 4.640526e-05 3.359641e-05 2.100822e-05 1.137991e-05 5.385036e-06
[32,] 4.921531e-05 3.820035e-05 2.556166e-05 1.475338e-05 7.359416e-06
[33,] 4.858313e-05 4.038745e-05 2.891919e-05 1.783440e-05 9.475747e-06
[34,] 4.446654e-05 3.953532e-05 3.026283e-05 1.993778e-05 1.130484e-05
[35,] 3.772451e-05 3.583594e-05 2.930518e-05 2.061972e-05 1.248147e-05
[36,] 2.991412e-05 3.035587e-05 2.653367e-05 1.995686e-05 1.291257e-05
[37,] 2.274871e-05 2.468827e-05 2.312450e-05 1.864874e-05 1.294152e-05
[38,] 1.747952e-05 2.033291e-05 2.050128e-05 1.781880e-05 1.333409e-05
[39,] 1.451049e-05 1.811216e-05 1.972753e-05 1.854903e-05 1.502053e-05
[40,] 1.340309e-05 1.790408e-05 2.102580e-05 2.134131e-05 1.865263e-05
[41,] 1.321266e-05 1.879523e-05 2.366001e-05 2.576705e-05 2.415800e-05
[42,] 1.295835e-05 1.955177e-05 2.624867e-05 3.051427e-05 3.053592e-05
[43,] 1.200840e-05 1.917348e-05 2.737291e-05 3.387074e-05 3.608042e-05
[44,] 1.023709e-05 1.727466e-05 2.618936e-05 3.444815e-05 3.901397e-05
[45,] 7.933876e-06 1.413684e-05 2.274434e-05 3.178364e-05 3.825080e-05
[46,] 5.562869e-06 1.045855e-05 1.784996e-05 2.649395e-05 3.387449e-05
[47,] 3.521975e-06 6.981335e-06 1.263676e-05 1.991909e-05 2.705485e-05
[48,] 2.012056e-06 4.201725e-06 8.064117e-06 1.349837e-05 1.947548e-05
[49,] 1.036963e-06 2.279380e-06 4.637434e-06 8.242638e-06 1.263263e-05
[50,] 4.821080e-07 1.114462e-06 2.402985e-06 4.535008e-06 7.382774e-06
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 9.953576e-16 1.525750e-16 2.009558e-17 2.274211e-18 2.211435e-19
 [2,] 8.543881e-15 1.391292e-15 1.946679e-16 2.340365e-17 2.417609e-18
 [3,] 6.607233e-14 1.142988e-14 1.698934e-15 2.169825e-16 2.381146e-17
 [4,] 4.603364e-13 8.459727e-14 1.335827e-14 1.812413e-15 2.112893e-16
 [5,] 2.889479e-12 5.641044e-13 9.462637e-14 1.363886e-14 1.689107e-15
 [6,] 1.634011e-11 3.388861e-12 6.039006e-13 9.246777e-14 1.216546e-14
 [7,] 8.324911e-11 1.834160e-11 3.472225e-12 5.647962e-13 7.893846e-14
 [8,] 3.821145e-10 8.943555e-11 1.798621e-11 3.108010e-12 4.614644e-13
 [9,] 1.580149e-09 3.928923e-10 8.393863e-11 1.540861e-11 2.430403e-12
[10,] 5.886975e-09 1.554987e-09 3.529181e-10 6.882315e-11 1.153209e-11
[11,] 1.975952e-08 5.544594e-09 1.336829e-09 2.769462e-10 4.929785e-11
[12,] 5.975172e-08 1.781159e-08 4.562132e-09 1.004029e-09 1.898618e-10
[13,] 1.627850e-07 5.154963e-08 1.402651e-08 3.279343e-09 6.587751e-10
[14,] 3.995472e-07 1.344121e-07 3.885270e-08 9.649779e-09 2.059333e-09
[15,] 8.835107e-07 3.157481e-07 9.695778e-08 2.558219e-08 5.799705e-09
[16,] 1.760133e-06 6.682412e-07 2.179887e-07 6.110096e-08 1.471550e-08
[17,] 3.159141e-06 1.274136e-06 4.415453e-07 1.314765e-07 3.363831e-08
[18,] 5.108377e-06 2.188709e-06 8.057614e-07 2.548814e-07 6.927604e-08
[19,] 7.441973e-06 3.387277e-06 1.324731e-06 4.451620e-07 1.285351e-07
[20,] 9.767578e-06 4.722855e-06 1.962181e-06 7.004677e-07 2.148575e-07
[21,] 1.155013e-05 5.932698e-06 2.618435e-06 9.929981e-07 3.235708e-07
[22,] 1.230585e-05 6.714309e-06 3.148026e-06 1.268236e-06 4.390141e-07
[23,] 1.181494e-05 6.846620e-06 3.409863e-06 1.459303e-06 5.366349e-07
[24,] 1.022755e-05 6.291500e-06 3.327854e-06 1.512845e-06 5.909814e-07
[25,] 7.995799e-06 5.213020e-06 2.926907e-06 1.413114e-06 5.863731e-07
[26,] 5.677174e-06 3.902519e-06 2.321540e-06 1.189604e-06 5.242253e-07
[27,] 3.730399e-06 2.657899e-06 1.664776e-06 9.033617e-07 4.224218e-07
[28,] 2.408305e-06 1.687523e-06 1.089280e-06 6.208992e-07 3.071806e-07
[29,] 1.770085e-06 1.080220e-06 6.723019e-07 3.912561e-07 2.025559e-07
[30,] 1.759372e-06 8.333851e-07 4.347591e-07 2.369337e-07 1.234051e-07
[31,] 2.274628e-06 9.002839e-07 3.621551e-07 1.586491e-07 7.434207e-08
[32,] 3.190914e-06 1.220627e-06 4.268082e-07 1.460413e-07 5.307484e-08
[33,] 4.343215e-06 1.723709e-06 5.982261e-07 1.860586e-07 5.465005e-08
[34,] 5.517798e-06 2.320241e-06 8.425344e-07 2.658753e-07 7.409837e-08
[35,] 6.499537e-06 2.912005e-06 1.123086e-06 3.733992e-07 1.074400e-07
[36,] 7.186656e-06 3.440613e-06 1.417039e-06 5.022258e-07 1.533055e-07
[37,] 7.727289e-06 3.969790e-06 1.754758e-06 6.674324e-07 2.184826e-07
[38,] 8.588550e-06 4.761256e-06 2.271767e-06 9.329282e-07 3.297499e-07
[39,] 1.046956e-05 6.280375e-06 3.242112e-06 1.440240e-06 5.505382e-07
[40,] 1.402637e-05 9.072799e-06 5.047648e-06 2.415253e-06 9.938928e-07
[41,] 1.947779e-05 1.350178e-05 8.045995e-06 4.121803e-06 1.815094e-06
[42,] 2.627156e-05 1.942708e-05 1.234654e-05 6.743519e-06 3.165370e-06
[43,] 3.304009e-05 2.600166e-05 1.758414e-05 1.021863e-05 5.102843e-06
[44,] 3.798306e-05 3.177815e-05 2.284571e-05 1.411270e-05 7.491059e-06
[45,] 3.957342e-05 3.518274e-05 2.687721e-05 1.764248e-05 9.950713e-06
[46,] 3.723442e-05 3.517064e-05 2.854575e-05 1.990766e-05 1.192930e-05
[47,] 3.159303e-05 3.170335e-05 2.733659e-05 2.025348e-05 1.289346e-05
[48,] 2.415986e-05 2.575573e-05 2.359278e-05 1.856952e-05 1.255845e-05
[49,] 1.664769e-05 1.885358e-05 1.834682e-05 1.534065e-05 1.102150e-05
[50,] 1.033547e-05 1.243450e-05 1.285449e-05 1.141821e-05 8.714747e-06

> 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  
  -371.1718       0.4129  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/754e61256896904.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]  8527.173  8590.349  8653.526  8716.703  8779.879  8843.056  8906.233
 [8]  8969.409  9032.586  9095.762  9158.939  9222.116  9285.292  9348.469
[15]  9411.645  9474.822  9537.999  9601.175  9664.352  9727.529  9790.705
[22]  9853.882  9917.058  9980.235 10043.412 10106.588 10169.765 10232.942
[29] 10296.118 10359.295 10422.471 10485.648 10548.825 10612.001 10675.178
[36] 10738.355 10801.531 10864.708 10927.884 10991.061 11054.238 11117.414
[43] 11180.591 11243.767 11306.944 11370.121 11433.297 11496.474 11559.651
[50] 11622.827

$yords
 [1]  -64.907569  -34.870526   -4.833482   25.203562   55.240605   85.277649
 [7]  115.314693  145.351736  175.388780  205.425824  235.462867  265.499911
[13]  295.536954  325.573998  355.611042  385.648085  415.685129  445.722173
[19]  475.759216  505.796260  535.833304  565.870347  595.907391  625.944435
[25]  655.981478  686.018522  716.055565  746.092609  776.129653  806.166696
[31]  836.203740  866.240784  896.277827  926.314871  956.351915  986.388958
[37] 1016.426002 1046.463046 1076.500089 1106.537133 1136.574176 1166.611220
[43] 1196.648264 1226.685307 1256.722351 1286.759395 1316.796438 1346.833482
[49] 1376.870526 1406.907569

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.815358e-07 1.907879e-06 3.419273e-06 5.742101e-06 8.989117e-06
 [2,] 1.321767e-06 2.614169e-06 4.700049e-06 7.845646e-06 1.229081e-05
 [3,] 1.708541e-06 3.450576e-06 6.274722e-06 1.046049e-05 1.628535e-05
 [4,] 2.132171e-06 4.389392e-06 8.111672e-06 1.359903e-05 2.106787e-05
 [5,] 2.591818e-06 5.397821e-06 1.014844e-05 1.720501e-05 2.666233e-05
 [6,] 3.113330e-06 6.447894e-06 1.229544e-05 2.115658e-05 3.299195e-05
 [7,] 3.783403e-06 7.549538e-06 1.444166e-05 2.524676e-05 3.985261e-05
 [8,] 4.785507e-06 8.821361e-06 1.651411e-05 2.917091e-05 4.683068e-05
 [9,] 6.397374e-06 1.056415e-05 1.861990e-05 3.263426e-05 5.325156e-05
[10,] 8.907511e-06 1.325233e-05 2.119240e-05 3.562687e-05 5.837603e-05
[11,] 1.244326e-05 1.736860e-05 2.497578e-05 3.870162e-05 6.190566e-05
[12,] 1.676756e-05 2.308997e-05 3.072904e-05 4.295515e-05 6.447745e-05
[13,] 2.116809e-05 2.995230e-05 3.870335e-05 4.954151e-05 6.764725e-05
[14,] 2.457719e-05 3.671365e-05 4.814002e-05 5.886809e-05 7.314484e-05
[15,] 2.596144e-05 4.162312e-05 5.713920e-05 6.990383e-05 8.171620e-05
[16,] 2.481947e-05 4.310562e-05 6.316303e-05 8.009899e-05 9.222928e-05
[17,] 2.147574e-05 4.054859e-05 6.410004e-05 8.619455e-05 1.016855e-04
[18,] 1.693854e-05 3.468108e-05 5.936036e-05 8.569291e-05 1.063591e-04
[19,] 1.239322e-05 2.723123e-05 5.027254e-05 7.820374e-05 1.036154e-04
[20,] 8.670757e-06 2.005681e-05 3.942887e-05 6.575039e-05 9.337720e-05
[21,] 6.019956e-06 1.433259e-05 2.937791e-05 5.172991e-05 7.824015e-05
[22,] 4.244731e-06 1.028487e-05 2.154092e-05 3.918973e-05 6.207370e-05
[23,] 3.009373e-06 7.499419e-06 1.598824e-05 2.957546e-05 4.803513e-05
[24,] 2.069567e-06 5.436478e-06 1.200238e-05 2.265748e-05 3.732540e-05
[25,] 1.328687e-06 3.767340e-06 8.837406e-06 1.739621e-05 2.935100e-05
[26,] 7.749308e-07 2.410026e-06 6.136696e-06 1.291690e-05 2.285125e-05
[27,] 4.041419e-07 1.391244e-06 3.897833e-06 8.940471e-06 1.697967e-05
[28,] 1.869150e-07 7.156414e-07 2.222715e-06 5.620199e-06 1.165336e-05
[29,] 7.634936e-08 3.258981e-07 1.126523e-06 3.160160e-06 7.227327e-06
[30,] 2.748815e-08 1.309685e-07 5.048514e-07 1.576534e-06 3.999864e-06
[31,] 8.714494e-09 4.637330e-08 1.995475e-07 6.949131e-07 1.962122e-06
[32,] 2.431594e-09 1.445614e-08 6.947697e-08 2.700725e-07 8.501452e-07
[33,] 5.970260e-10 3.966041e-09 2.129491e-08 9.244710e-08 3.247523e-07
[34,] 1.289732e-10 9.574172e-10 5.744002e-09 2.785696e-08 1.092662e-07
[35,] 2.451241e-11 2.033501e-10 1.363289e-09 7.387190e-09 3.236461e-08
[36,] 4.098652e-12 3.799848e-11 2.846823e-10 1.723714e-09 8.436904e-09
[37,] 6.029191e-13 6.246789e-12 5.230141e-11 3.538803e-10 1.935333e-09
[38,] 7.802530e-14 9.034609e-13 8.453476e-12 6.391928e-11 3.906134e-10
[39,] 8.883199e-15 1.149533e-13 1.202046e-12 1.015736e-11 6.936398e-11
[40,] 8.897336e-16 1.286741e-14 1.503721e-13 1.420027e-12 1.083682e-11
[41,] 7.839832e-17 1.267121e-15 1.654902e-14 1.746525e-13 1.489506e-12
[42,] 6.077296e-18 1.097747e-16 1.602270e-15 1.889793e-14 1.801149e-13
[43,] 4.144457e-19 8.366435e-18 1.364753e-16 1.798914e-15 1.916100e-14
[44,] 2.486474e-20 5.609674e-19 1.022661e-17 1.506492e-16 1.793286e-15
[45,] 1.312362e-21 3.308937e-20 6.741603e-19 1.109885e-17 1.476516e-16
[46,] 6.093666e-23 1.717097e-21 3.909765e-20 7.193594e-19 1.069509e-17
[47,] 2.489197e-24 7.838932e-23 1.994774e-21 4.101755e-20 6.815342e-19
[48,] 8.945311e-26 3.148288e-24 8.953495e-23 2.057546e-21 3.820740e-20
[49,] 2.828050e-27 1.112365e-25 3.535468e-24 9.079981e-23 1.884358e-21
[50,] 7.865641e-29 3.457610e-27 1.228165e-25 3.525138e-24 8.175896e-23
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.278297e-05 1.599247e-05 1.715225e-05 1.551116e-05 1.172245e-05
 [2,] 1.787747e-05 2.348619e-05 2.703652e-05 2.664518e-05 2.216079e-05
 [3,] 2.379881e-05 3.214970e-05 3.902809e-05 4.139288e-05 3.757428e-05
 [4,] 3.062077e-05 4.174026e-05 5.236799e-05 5.879838e-05 5.758204e-05
 [5,] 3.846021e-05 5.222708e-05 6.641816e-05 7.744312e-05 8.058315e-05
 [6,] 4.737929e-05 6.374417e-05 8.093956e-05 9.610057e-05 1.043243e-04
 [7,] 5.731783e-05 7.645793e-05 9.609626e-05 1.142288e-04 1.268508e-04
 [8,] 6.798781e-05 9.042134e-05 1.122835e-04 1.320709e-04 1.472708e-04
 [9,] 7.866584e-05 1.053102e-04 1.298423e-04 1.504367e-04 1.659962e-04
[10,] 8.808089e-05 1.200081e-04 1.485319e-04 1.701999e-04 1.844694e-04
[11,] 9.476806e-05 1.324225e-04 1.668227e-04 1.913944e-04 2.043659e-04
[12,] 9.793429e-05 1.400897e-04 1.816488e-04 2.121474e-04 2.262191e-04
[13,] 9.826894e-05 1.415414e-04 1.893666e-04 2.283994e-04 2.479650e-04
[14,] 9.793089e-05 1.375165e-04 1.877323e-04 2.352943e-04 2.646711e-04
[15,] 9.947408e-05 1.309408e-04 1.775559e-04 2.298090e-04 2.703885e-04
[16,] 1.042735e-04 1.254640e-04 1.626504e-04 2.128263e-04 2.613805e-04
[17,] 1.114201e-04 1.234301e-04 1.479564e-04 1.890350e-04 2.385369e-04
[18,] 1.178345e-04 1.245529e-04 1.370634e-04 1.646791e-04 2.072256e-04
[19,] 1.196887e-04 1.260972e-04 1.306586e-04 1.446930e-04 1.747722e-04
[20,] 1.144323e-04 1.244608e-04 1.266908e-04 1.309232e-04 1.473229e-04
[21,] 1.022293e-04 1.172364e-04 1.219500e-04 1.221620e-04 1.278499e-04
[22,] 8.585535e-05 1.045172e-04 1.140147e-04 1.155622e-04 1.159489e-04
[23,] 6.909948e-05 8.866930e-05 1.024282e-04 1.083903e-04 1.089741e-04
[24,] 5.477503e-05 7.280666e-05 8.855054e-05 9.917827e-05 1.036072e-04
[25,] 4.366499e-05 5.907631e-05 7.440436e-05 8.789742e-05 9.713524e-05
[26,] 3.491529e-05 4.789122e-05 6.142671e-05 7.539151e-05 8.812414e-05
[27,] 2.727375e-05 3.842635e-05 4.994718e-05 6.262827e-05 7.648663e-05
[28,] 2.011108e-05 2.973682e-05 3.956142e-05 5.026017e-05 6.311128e-05
[29,] 1.361002e-05 2.155252e-05 2.989192e-05 3.864061e-05 4.930460e-05
[30,] 8.299042e-06 1.428918e-05 2.105753e-05 2.807748e-05 3.631047e-05
[31,] 4.511287e-06 8.530755e-06 1.356754e-05 1.898305e-05 2.505091e-05
[32,] 2.173271e-06 4.542341e-06 7.885723e-06 1.176706e-05 1.605450e-05
[33,] 9.248584e-07 2.145128e-06 4.096929e-06 6.607128e-06 9.464776e-06
[34,] 3.470748e-07 8.955698e-07 1.891574e-06 3.330085e-06 5.082991e-06
[35,] 1.147452e-07 3.299106e-07 7.733021e-07 1.496895e-06 2.465132e-06
[36,] 3.340168e-08 1.071164e-07 2.792794e-07 5.974331e-07 1.071966e-06
[37,] 8.558260e-09 3.063261e-08 8.897391e-08 2.110776e-07 4.156872e-07
[38,] 1.929749e-09 7.712539e-09 2.498139e-08 6.588263e-08 1.431686e-07
[39,] 3.828807e-10 1.709157e-09 6.177898e-09 1.814208e-08 4.366887e-08
[40,] 6.684078e-11 3.333227e-10 1.345132e-09 4.403477e-09 1.177220e-08
[41,] 1.026631e-11 5.720032e-11 2.577967e-10 9.415225e-10 2.800856e-09
[42,] 1.387299e-12 8.636791e-12 4.348142e-11 1.772610e-10 5.875522e-10
[43,] 1.649291e-13 1.147371e-12 6.453450e-12 2.937778e-11 1.085997e-10
[44,] 1.725021e-14 1.341043e-13 8.427759e-13 4.285177e-12 1.767815e-11
[45,] 1.587280e-15 1.378973e-14 9.683610e-14 5.500496e-13 2.533538e-12
[46,] 1.284913e-16 1.247494e-15 9.789340e-15 6.212703e-14 3.195979e-13
[47,] 9.150678e-18 9.928555e-17 8.706620e-16 6.174161e-15 3.548122e-14
[48,] 5.733118e-19 6.951780e-18 6.812689e-17 5.398526e-16 3.466283e-15
[49,] 3.159991e-20 4.282192e-19 4.689808e-18 4.152976e-17 2.979665e-16
[50,] 1.532278e-21 2.320572e-20 2.840244e-19 2.810745e-18 2.253646e-17
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 7.380748e-06 3.883777e-06 1.735141e-06 6.934144e-07 2.857253e-07
 [2,] 1.544911e-05 9.030402e-06 4.476034e-06 1.954381e-06 8.355138e-07
 [3,] 2.885190e-05 1.867778e-05 1.026769e-05 4.929707e-06 2.234059e-06
 [4,] 4.832994e-05 3.448737e-05 2.098351e-05 1.111125e-05 5.421529e-06
 [5,] 7.314337e-05 5.713170e-05 3.832218e-05 2.238445e-05 1.187587e-05
 [6,] 1.009687e-04 8.548505e-05 6.282417e-05 4.038212e-05 2.341045e-05
 [7,] 1.286572e-04 1.165390e-04 9.300658e-05 6.545984e-05 4.150020e-05
 [8,] 1.534923e-04 1.463264e-04 1.253009e-04 9.581654e-05 6.624835e-05
 [9,] 1.742544e-04 1.714539e-04 1.551012e-04 1.274648e-04 9.553293e-05
[10,] 1.916369e-04 1.904643e-04 1.785188e-04 1.553788e-04 1.250475e-04
[11,] 2.079100e-04 2.044410e-04 1.940095e-04 1.754259e-04 1.495680e-04
[12,] 2.257692e-04 2.165974e-04 2.031402e-04 1.861905e-04 1.650274e-04
[13,] 2.464380e-04 2.307395e-04 2.100725e-04 1.898165e-04 1.704263e-04
[14,] 2.678451e-04 2.488624e-04 2.196413e-04 1.913150e-04 1.685881e-04
[15,] 2.844098e-04 2.690375e-04 2.345332e-04 1.962923e-04 1.651914e-04
[16,] 2.893210e-04 2.853032e-04 2.530243e-04 2.078777e-04 1.662208e-04
[17,] 2.782341e-04 2.902875e-04 2.690346e-04 2.245101e-04 1.748759e-04
[18,] 2.519105e-04 2.791847e-04 2.749798e-04 2.402231e-04 1.896365e-04
[19,] 2.160444e-04 2.524845e-04 2.658108e-04 2.475966e-04 2.048368e-04
[20,] 1.786217e-04 2.158001e-04 2.416800e-04 2.416370e-04 2.135841e-04
[21,] 1.466512e-04 1.772521e-04 2.077699e-04 2.222150e-04 2.112726e-04
[22,] 1.239820e-04 1.442060e-04 1.718068e-04 1.938544e-04 1.976373e-04
[23,] 1.108099e-04 1.209632e-04 1.409236e-04 1.634279e-04 1.764396e-04
[24,] 1.045070e-04 1.080094e-04 1.193354e-04 1.372500e-04 1.533622e-04
[25,] 1.010839e-04 1.026178e-04 1.074652e-04 1.188931e-04 1.334230e-04
[26,] 9.671327e-05 1.003097e-04 1.024802e-04 1.084005e-04 1.191080e-04
[27,] 8.892231e-05 9.663636e-05 9.983002e-05 1.029369e-04 1.098867e-04
[28,] 7.715800e-05 8.872757e-05 9.517024e-05 9.841720e-05 1.031078e-04
[29,] 6.257822e-05 7.607408e-05 8.595986e-05 9.135125e-05 9.565390e-05
[30,] 4.723768e-05 6.026657e-05 7.213427e-05 8.013650e-05 8.545249e-05
[31,] 3.313244e-05 4.391696e-05 5.565482e-05 6.535181e-05 7.217597e-05
[32,] 2.156469e-05 2.940818e-05 3.928953e-05 4.909262e-05 5.701784e-05
[33,] 1.299079e-05 1.810663e-05 2.534129e-05 3.381656e-05 4.189192e-05
[34,] 7.210296e-06 1.025701e-05 1.494138e-05 2.132602e-05 2.855716e-05
[35,] 3.664147e-06 5.343198e-06 8.064818e-06 1.231735e-05 1.805446e-05
[36,] 1.692777e-06 2.553674e-06 3.990454e-06 6.524976e-06 1.059118e-05
[37,] 7.059693e-07 1.115064e-06 1.810488e-06 3.175162e-06 5.766046e-06
[38,] 2.641363e-07 4.424196e-07 7.521367e-07 1.420178e-06 2.909699e-06
[39,] 8.820818e-08 1.585619e-07 2.851800e-07 5.831988e-07 1.356365e-06
[40,] 2.618805e-08 5.104328e-08 9.823021e-08 2.191873e-07 5.808477e-07
[41,] 6.891590e-09 1.468634e-08 3.057426e-08 7.503142e-08 2.269347e-07
[42,] 1.604040e-09 3.761637e-09 8.553452e-09 2.326020e-08 8.030381e-08
[43,] 3.296948e-10 8.549997e-10 2.140514e-09 6.492429e-09 2.556469e-08
[44,] 5.977668e-11 1.720508e-10 4.772466e-10 1.623080e-09 7.280074e-09
[45,] 9.552817e-12 3.059777e-11 9.449863e-11 3.618219e-10 1.846100e-09
[46,] 1.344848e-12 4.803051e-12 1.657691e-11 7.167271e-11 4.154414e-10
[47,] 1.667204e-13 6.648815e-13 2.571483e-12 1.258234e-11 8.275751e-11
[48,] 1.819536e-14 8.111283e-14 3.522773e-13 1.953717e-12 1.456676e-11
[49,] 1.747855e-15 8.716726e-15 4.257817e-14 2.679371e-13 2.262673e-12
[50,] 1.477629e-16 8.248872e-16 4.537221e-15 3.242128e-14 3.098807e-13
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 1.492177e-07 9.820835e-08 6.572172e-08 3.862465e-08 1.887653e-08
 [2,] 4.226391e-07 2.735580e-07 1.919449e-07 1.228989e-07 6.646124e-08
 [3,] 1.117988e-06 7.019414e-07 5.046650e-07 3.475092e-07 2.067604e-07
 [4,] 2.753516e-06 1.676144e-06 1.206542e-06 8.779955e-07 5.698044e-07
 [5,] 6.269966e-06 3.747349e-06 2.653802e-06 1.997625e-06 1.396539e-06
 [6,] 1.309187e-05 7.844792e-06 5.430761e-06 4.135342e-06 3.062033e-06
 [7,] 2.489066e-05 1.529534e-05 1.041952e-05 7.883695e-06 6.056785e-06
 [8,] 4.288865e-05 2.754922e-05 1.877244e-05 1.400302e-05 1.092759e-05
 [9,] 6.684020e-05 4.547227e-05 3.161613e-05 2.335692e-05 1.821117e-05
[10,] 9.425307e-05 6.837299e-05 4.936934e-05 3.664100e-05 2.836340e-05
[11,] 1.205691e-04 9.335742e-05 7.086636e-05 5.379635e-05 4.158317e-05
[12,] 1.405984e-04 1.157202e-04 9.289299e-05 7.328692e-05 5.740197e-05
[13,] 1.506970e-04 1.305728e-04 1.108044e-04 9.181940e-05 7.415070e-05
[14,] 1.506022e-04 1.350449e-04 1.202994e-04 1.051130e-04 8.880414e-05
[15,] 1.438961e-04 1.298615e-04 1.195226e-04 1.096860e-04 9.775140e-05
[16,] 1.366742e-04 1.193451e-04 1.102455e-04 1.047340e-04 9.842624e-05
[17,] 1.348413e-04 1.096998e-04 9.735072e-05 9.288164e-05 9.088753e-05
[18,] 1.412609e-04 1.063189e-04 8.681902e-05 7.924327e-05 7.822760e-05
[19,] 1.543047e-04 1.113959e-04 8.321515e-05 6.927876e-05 6.540929e-05
[20,] 1.687372e-04 1.230758e-04 8.788121e-05 6.657498e-05 5.716731e-05
[21,] 1.784750e-04 1.366162e-04 9.868242e-05 7.160901e-05 5.611997e-05
[22,] 1.795756e-04 1.468835e-04 1.113652e-04 8.198092e-05 6.199037e-05
[23,] 1.717975e-04 1.507413e-04 1.217369e-04 9.387645e-05 7.217620e-05
[24,] 1.581339e-04 1.480858e-04 1.274716e-04 1.039395e-04 8.325130e-05
[25,] 1.429074e-04 1.412122e-04 1.286661e-04 1.105830e-04 9.258275e-05
[26,] 1.295761e-04 1.331036e-04 1.270510e-04 1.141461e-04 9.925056e-05
[27,] 1.193280e-04 1.256653e-04 1.244595e-04 1.159659e-04 1.038711e-04
[28,] 1.110440e-04 1.188489e-04 1.214790e-04 1.169982e-04 1.075356e-04
[29,] 1.024771e-04 1.111019e-04 1.170933e-04 1.168485e-04 1.105607e-04
[30,] 9.180823e-05 1.007670e-04 1.095583e-04 1.138735e-04 1.118689e-04
[31,] 7.861786e-05 8.740621e-05 9.789975e-05 1.063663e-04 1.094834e-04
[32,] 6.385399e-05 7.213586e-05 8.290573e-05 9.402144e-05 1.019004e-04
[33,] 4.910544e-05 5.689141e-05 6.685069e-05 7.855023e-05 8.940488e-05
[34,] 3.580557e-05 4.333499e-05 5.221546e-05 6.290644e-05 7.430446e-05
[35,] 2.479585e-05 3.221153e-05 4.042324e-05 4.968006e-05 5.980293e-05
[36,] 1.630127e-05 2.342112e-05 3.145706e-05 3.984775e-05 4.828051e-05
[37,] 1.013236e-05 1.650368e-05 2.441861e-05 3.269895e-05 4.020072e-05
[38,] 5.908093e-06 1.106820e-05 1.840925e-05 2.678639e-05 3.433582e-05
[39,] 3.198316e-06 6.922255e-06 1.306215e-05 2.104758e-05 2.897318e-05
[40,] 1.589618e-06 3.966422e-06 8.504228e-06 1.531850e-05 2.311444e-05
[41,] 7.179102e-07 2.054717e-06 4.995285e-06 1.009211e-05 1.687847e-05
[42,] 2.920720e-07 9.534563e-07 2.620278e-06 5.940376e-06 1.106817e-05
[43,] 1.063202e-07 3.938917e-07 1.220115e-06 3.102131e-06 6.452853e-06
[44,] 3.445601e-08 1.442878e-07 5.025832e-07 1.431882e-06 3.327804e-06
[45,] 9.905275e-09 4.674264e-08 1.827574e-07 5.830317e-07 1.514220e-06
[46,] 2.519492e-09 1.336828e-08 5.859514e-08 2.091902e-07 6.071337e-07
[47,] 5.660222e-10 3.371471e-09 1.655134e-08 6.609777e-08 2.143641e-07
[48,] 1.121747e-10 7.492267e-10 4.116966e-09 1.838529e-08 6.662445e-08
[49,] 1.959438e-11 1.466343e-10 9.014818e-10 4.500869e-09 1.822387e-08
[50,] 3.015035e-12 2.526607e-11 1.737332e-10 9.696281e-10 4.386533e-09
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 7.538416e-09 2.447012e-09 6.452914e-10 1.387026e-10 2.480597e-11
 [2,] 2.954791e-08 1.070587e-08 3.155750e-09 7.587736e-10 1.506998e-10
 [3,] 1.020890e-07 4.124631e-08 1.358600e-08 3.655547e-09 8.110270e-10
 [4,] 3.112692e-07 1.400084e-07 5.150270e-08 1.550888e-08 3.854071e-09
 [5,] 8.390627e-07 4.190784e-07 1.719858e-07 5.795055e-08 1.615151e-08
 [6,] 2.005432e-06 1.107636e-06 5.062429e-07 1.907727e-07 5.966913e-08
 [7,] 4.268923e-06 2.590606e-06 1.314860e-06 5.535794e-07 1.943383e-07
 [8,] 8.147526e-06 5.380199e-06 3.018411e-06 1.417116e-06 5.582042e-07
 [9,] 1.407416e-05 9.974620e-06 6.140740e-06 3.204543e-06 1.414929e-06
[10,] 2.227214e-05 1.663919e-05 1.111882e-05 6.414861e-06 3.168386e-06
[11,] 3.272206e-05 2.525136e-05 1.803701e-05 1.140677e-05 6.278169e-06
[12,] 4.514634e-05 3.534202e-05 2.647130e-05 1.811632e-05 1.103816e-05
[13,] 5.882767e-05 4.626857e-05 3.561510e-05 2.591636e-05 1.729526e-05
[14,] 7.225524e-05 5.725873e-05 4.461556e-05 3.380402e-05 2.431806e-05
[15,] 8.299373e-05 6.718766e-05 5.279046e-05 4.084003e-05 3.100611e-05
[16,] 8.829339e-05 7.438160e-05 5.948200e-05 4.647413e-05 3.637409e-05
[17,] 8.643488e-05 7.697041e-05 6.376190e-05 5.045139e-05 3.994935e-05
[18,] 7.801426e-05 7.390180e-05 6.452292e-05 5.244969e-05 4.174583e-05
[19,] 6.616178e-05 6.598450e-05 6.118859e-05 5.197013e-05 4.189412e-05
[20,] 5.536652e-05 5.605614e-05 5.456707e-05 4.878937e-05 4.039430e-05
[21,] 4.954890e-05 4.793898e-05 4.703530e-05 4.363973e-05 3.733758e-05
[22,] 5.047052e-05 4.474392e-05 4.168379e-05 3.840763e-05 3.339652e-05
[23,] 5.727191e-05 4.752868e-05 4.087464e-05 3.547366e-05 3.001067e-05
[24,] 6.724881e-05 5.504387e-05 4.512500e-05 3.654432e-05 2.892030e-05
[25,] 7.735739e-05 6.462534e-05 5.300246e-05 4.176846e-05 3.129572e-05
[26,] 8.562675e-05 7.366950e-05 6.206129e-05 4.974599e-05 3.709618e-05
[27,] 9.175415e-05 8.085004e-05 7.022467e-05 5.842482e-05 4.514570e-05
[28,] 9.662816e-05 8.640748e-05 7.676761e-05 6.629603e-05 5.389408e-05
[29,] 1.011428e-04 9.139595e-05 8.230457e-05 7.309473e-05 6.233659e-05
[30,] 1.050917e-04 9.642081e-05 8.781910e-05 7.952165e-05 7.042017e-05
[31,] 1.069060e-04 1.007452e-04 9.343191e-05 8.617308e-05 7.858840e-05
[32,] 1.044905e-04 1.024219e-04 9.782471e-05 9.248652e-05 8.676564e-05
[33,] 9.666927e-05 9.942384e-05 9.879711e-05 9.657725e-05 9.361735e-05
[34,] 8.424973e-05 9.104457e-05 9.461584e-05 9.620278e-05 9.683938e-05
[35,] 6.988333e-05 7.861100e-05 8.523624e-05 9.020864e-05 9.444346e-05
[36,] 5.672086e-05 6.497010e-05 7.256068e-05 7.942231e-05 8.613990e-05
[37,] 4.675298e-05 5.303065e-05 5.954728e-05 6.637349e-05 7.377091e-05
[38,] 3.997007e-05 4.429944e-05 4.872410e-05 5.404105e-05 6.046061e-05
[39,] 3.484518e-05 3.836290e-05 4.103149e-05 4.442745e-05 4.906521e-05
[40,] 2.965291e-05 3.358287e-05 3.568448e-05 3.780297e-05 4.090814e-05
[41,] 2.360209e-05 2.840367e-05 3.105023e-05 3.299564e-05 3.549739e-05
[42,] 1.707364e-05 2.230624e-05 2.585211e-05 2.843008e-05 3.125729e-05
[43,] 1.104704e-05 1.585791e-05 1.986827e-05 2.316939e-05 2.669932e-05
[44,] 6.341018e-06 1.006495e-05 1.378552e-05 1.731115e-05 2.126306e-05
[45,] 3.215942e-06 5.663191e-06 8.532333e-06 1.164171e-05 1.539023e-05
[46,] 1.438229e-06 2.814974e-06 4.681887e-06 6.977711e-06 9.982420e-06
[47,] 5.666129e-07 1.233941e-06 2.270548e-06 3.708624e-06 5.760189e-06
[48,] 1.965443e-07 4.765797e-07 9.716352e-07 1.743335e-06 2.946106e-06
[49,] 6.001111e-08 1.621040e-07 3.665799e-07 7.237934e-07 1.333079e-06
[50,] 1.612624e-08 4.854609e-08 1.218758e-07 2.652010e-07 5.331247e-07
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 4.537018e-12 2.219690e-12 2.643941e-12 3.060014e-12 2.904676e-12
 [2,] 2.736480e-11 9.198018e-12 9.853961e-12 1.246080e-11 1.319393e-11
 [3,] 1.563017e-10 3.994150e-11 3.340427e-11 4.477988e-11 5.273959e-11
 [4,] 8.150089e-10 1.833252e-10 1.070314e-10 1.426761e-10 1.856047e-10
 [5,] 3.806097e-09 8.499653e-10 3.445572e-10 4.076012e-10 5.757756e-10
 [6,] 1.578027e-08 3.757810e-09 1.179759e-09 1.071191e-09 1.579300e-09
 [7,] 5.787192e-08 1.522559e-08 4.306189e-09 2.723472e-09 3.859961e-09
 [8,] 1.874753e-07 5.537968e-08 1.586854e-08 7.192168e-09 8.564923e-09
 [9,] 5.363030e-07 1.791473e-07 5.553937e-08 2.065120e-08 1.796959e-08
[10,] 1.355123e-06 5.134233e-07 1.775590e-07 6.275003e-08 3.820062e-08
[11,] 3.026545e-06 1.301781e-06 5.086390e-07 1.881645e-07 8.806993e-08
[12,] 5.981775e-06 2.919360e-06 1.294672e-06 5.257526e-07 2.206985e-07
[13,] 1.048261e-05 5.793045e-06 2.918241e-06 1.326822e-06 5.628550e-07
[14,] 1.633934e-05 1.018227e-05 5.818157e-06 2.982370e-06 1.362167e-06
[15,] 2.276862e-05 1.588224e-05 1.025944e-05 5.936694e-06 3.000185e-06
[16,] 2.859214e-05 2.205409e-05 1.601223e-05 1.044346e-05 5.898929e-06
[17,] 3.274141e-05 2.740628e-05 2.215545e-05 1.622773e-05 1.027256e-05
[18,] 3.473078e-05 3.073169e-05 2.725865e-05 2.228494e-05 1.579763e-05
[19,] 3.473079e-05 3.147674e-05 2.997237e-05 2.708628e-05 2.143769e-05
[20,] 3.323174e-05 2.992633e-05 2.969422e-05 2.922078e-05 2.568060e-05
[21,] 3.068570e-05 2.689734e-05 2.683617e-05 2.811612e-05 2.719384e-05
[22,] 2.749998e-05 2.326352e-05 2.251229e-05 2.432602e-05 2.552362e-05
[23,] 2.432431e-05 1.972747e-05 1.794233e-05 1.917909e-05 2.133677e-05
[24,] 2.221501e-05 1.692584e-05 1.404339e-05 1.409231e-05 1.602890e-05
[25,] 2.236853e-05 1.559195e-05 1.141155e-05 1.006314e-05 1.101861e-05
[26,] 2.555731e-05 1.649081e-05 1.051330e-05 7.601637e-06 7.237964e-06
[27,] 3.171147e-05 2.013320e-05 1.179746e-05 6.964774e-06 5.075496e-06
[28,] 3.999821e-05 2.652624e-05 1.562150e-05 8.390403e-06 4.640551e-06
[29,] 4.936656e-05 3.519746e-05 2.210306e-05 1.215088e-05 6.048050e-06
[30,] 5.915176e-05 4.549350e-05 3.106116e-05 1.844990e-05 9.521572e-06
[31,] 6.923102e-05 5.689605e-05 4.210020e-05 2.729280e-05 1.530426e-05
[32,] 7.951205e-05 6.900991e-05 5.471354e-05 3.842847e-05 2.349412e-05
[33,] 8.910929e-05 8.109991e-05 6.818742e-05 5.132934e-05 3.392260e-05
[34,] 9.599621e-05 9.153287e-05 8.123894e-05 6.506740e-05 4.608357e-05
[35,] 9.770932e-05 9.781501e-05 9.171700e-05 7.804976e-05 5.900784e-05
[36,] 9.281372e-05 9.760566e-05 9.694270e-05 8.790931e-05 7.106163e-05
[37,] 8.206265e-05 9.020584e-05 9.489381e-05 9.202493e-05 7.993543e-05
[38,] 6.829565e-05 7.738461e-05 8.558890e-05 8.874179e-05 8.321836e-05
[39,] 5.506888e-05 6.276188e-05 7.155812e-05 7.858430e-05 7.955124e-05
[40,] 4.493148e-05 5.005892e-05 5.683210e-05 6.444030e-05 6.966247e-05
[41,] 3.842182e-05 4.135886e-05 4.501102e-05 5.034439e-05 5.638871e-05
[42,] 3.427951e-05 3.643197e-05 3.765561e-05 3.956582e-05 4.344593e-05
[43,] 3.057356e-05 3.338879e-05 3.394382e-05 3.321926e-05 3.368452e-05
[44,] 2.594658e-05 3.008833e-05 3.163446e-05 3.018316e-05 2.793759e-05
[45,] 2.022871e-05 2.536629e-05 2.858783e-05 2.819799e-05 2.508917e-05
[46,] 1.420246e-05 1.941226e-05 2.388098e-05 2.532755e-05 2.313930e-05
[47,] 8.889219e-06 1.327967e-05 1.796712e-05 2.089062e-05 2.047966e-05
[48,] 4.935424e-06 8.061955e-06 1.202614e-05 1.545496e-05 1.661787e-05
[49,] 2.425057e-06 4.329079e-06 7.122219e-06 1.014655e-05 1.208035e-05
[50,] 1.053351e-06 2.053109e-06 3.723131e-06 5.884526e-06 7.786797e-06
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 2.230601e-12 1.384296e-12 6.941905e-13 2.812984e-13 9.210734e-14
 [2,] 1.132150e-11 7.852086e-12 4.400636e-12 1.992900e-12 7.292793e-13
 [3,] 5.055400e-11 3.918304e-11 2.454189e-11 1.242107e-11 5.079828e-12
 [4,] 1.986084e-10 1.720167e-10 1.204083e-10 6.810646e-11 3.112860e-11
 [5,] 6.865743e-10 6.643687e-10 5.197103e-10 3.285286e-10 1.678131e-10
 [6,] 2.089167e-09 2.257514e-09 1.973445e-09 1.394164e-09 7.958795e-10
 [7,] 5.600683e-09 6.749617e-09 6.592538e-09 5.204882e-09 3.320661e-09
 [8,] 1.325853e-08 1.776121e-08 1.937571e-08 1.709487e-08 1.218869e-08
 [9,] 2.788163e-08 4.116425e-08 5.010461e-08 4.939506e-08 3.935920e-08
[10,] 5.286054e-08 8.418456e-08 1.140274e-07 1.255670e-07 1.118133e-07
[11,] 9.346536e-08 1.526558e-07 2.285119e-07 2.808487e-07 2.794485e-07
[12,] 1.642620e-07 2.484747e-07 4.038788e-07 5.527846e-07 6.144428e-07
[13,] 3.098179e-07 3.736814e-07 6.321172e-07 9.579473e-07 1.188662e-06
[14,] 6.429202e-07 5.501558e-07 8.852099e-07 1.463523e-06 2.023493e-06
[15,] 1.388436e-06 8.582795e-07 1.137193e-06 1.977974e-06 3.032456e-06
[16,] 2.890394e-06 1.479159e-06 1.411918e-06 2.385826e-06 4.005161e-06
[17,] 5.516053e-06 2.697736e-06 1.832698e-06 2.624423e-06 4.675702e-06
[18,] 9.421534e-06 4.810985e-06 2.626340e-06 2.758760e-06 4.861332e-06
[19,] 1.426069e-05 7.923303e-06 4.036848e-06 2.990544e-06 4.586469e-06
[20,] 1.905812e-05 1.171377e-05 6.151716e-06 3.565987e-06 4.094369e-06
[21,] 2.246388e-05 1.536248e-05 8.726729e-06 4.613205e-06 3.720610e-06
[22,] 2.336020e-05 1.779436e-05 1.115456e-05 6.004046e-06 3.703304e-06
[23,] 2.146048e-05 1.818169e-05 1.267342e-05 7.348475e-06 4.051865e-06
[24,] 1.746630e-05 1.639516e-05 1.274047e-05 8.161872e-06 4.557125e-06
[25,] 1.266774e-05 1.307350e-05 1.133060e-05 8.121121e-06 4.932275e-06
[26,] 8.303532e-06 9.263333e-06 8.942215e-06 7.239467e-06 4.987279e-06
[27,] 5.131544e-06 5.910792e-06 6.312886e-06 5.837345e-06 4.718089e-06
[28,] 3.412592e-06 3.554926e-06 4.068114e-06 4.344640e-06 4.259991e-06
[29,] 3.173612e-06 2.354291e-06 2.542232e-06 3.096654e-06 3.764909e-06
[30,] 4.478575e-06 2.317748e-06 1.836643e-06 2.266591e-06 3.320090e-06
[31,] 7.525977e-06 3.519472e-06 2.001333e-06 1.947385e-06 2.978239e-06
[32,] 1.256102e-05 6.159196e-06 3.175926e-06 2.283021e-06 2.865883e-06
[33,] 1.970980e-05 1.046633e-05 5.594241e-06 3.530779e-06 3.270601e-06
[34,] 2.885199e-05 1.654613e-05 9.462982e-06 5.992941e-06 4.617598e-06
[35,] 3.954709e-05 2.427483e-05 1.481024e-05 9.844023e-06 7.306449e-06
[36,] 5.092283e-05 3.325744e-05 2.141281e-05 1.496278e-05 1.146215e-05
[37,] 6.150710e-05 4.275762e-05 2.882132e-05 2.090039e-05 1.674209e-05
[38,] 6.923892e-05 5.156358e-05 3.638098e-05 2.701680e-05 2.236507e-05
[39,] 7.199730e-05 5.797985e-05 4.316223e-05 3.265126e-05 2.740129e-05
[40,] 6.861990e-05 6.024216e-05 4.791996e-05 3.715543e-05 3.113274e-05
[41,] 5.978674e-05 5.735493e-05 4.934626e-05 3.981329e-05 3.320154e-05
[42,] 4.799612e-05 4.983869e-05 4.668142e-05 3.989203e-05 3.347417e-05
[43,] 3.646613e-05 3.973208e-05 4.031288e-05 3.698352e-05 3.186399e-05
[44,] 2.763329e-05 2.969623e-05 3.182064e-05 3.142805e-05 2.838447e-05
[45,] 2.220942e-05 2.178073e-05 2.330553e-05 2.439364e-05 2.338867e-05
[46,] 1.929404e-05 1.665398e-05 1.642597e-05 1.742707e-05 1.767528e-05
[47,] 1.729338e-05 1.369766e-05 1.178766e-05 1.176255e-05 1.225353e-05
[48,] 1.495194e-05 1.173453e-05 9.005136e-06 7.873273e-06 7.915089e-06
[49,] 1.188938e-05 9.816744e-06 7.243997e-06 5.511133e-06 4.945418e-06
[50,] 8.481917e-06 7.614650e-06 5.796714e-06 4.090318e-06 3.153950e-06
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.437023e-14 5.210303e-15 9.001294e-16 1.256566e-16 1.417437e-17
 [2,] 2.156457e-13 5.152591e-14 9.948305e-15 1.552068e-15 1.956640e-16
 [3,] 1.678716e-12 4.482742e-13 9.672722e-14 1.686522e-14 2.376148e-15
 [4,] 1.149660e-11 3.430973e-12 8.273777e-13 1.612236e-13 2.538584e-14
 [5,] 6.926550e-11 2.310183e-11 6.226075e-12 1.355878e-12 2.385970e-13
 [6,] 3.671301e-10 1.368456e-10 4.121737e-11 1.003155e-11 1.972850e-12
 [7,] 1.711900e-09 7.131335e-10 2.400500e-10 6.529365e-11 1.435088e-11
 [8,] 7.022503e-09 3.269382e-09 1.229923e-09 3.738770e-10 9.183699e-11
 [9,] 2.534320e-08 1.318611e-08 5.543837e-09 1.883400e-09 5.170268e-10
[10,] 8.046126e-08 4.678678e-08 2.198358e-08 8.346646e-09 2.560731e-09
[11,] 2.247338e-07 1.460445e-07 7.669053e-08 3.254144e-08 1.115759e-08
[12,] 5.522138e-07 4.010540e-07 2.353643e-07 1.116136e-07 4.276929e-08
[13,] 1.193731e-06 9.688940e-07 6.354693e-07 3.367848e-07 1.442277e-07
[14,] 2.270255e-06 2.059241e-06 1.509401e-06 8.940128e-07 4.278796e-07
[15,] 3.798691e-06 3.850328e-06 3.154066e-06 2.087808e-06 1.116734e-06
[16,] 5.592976e-06 6.333668e-06 5.798206e-06 4.289365e-06 2.564091e-06
[17,] 7.248652e-06 9.166393e-06 9.377253e-06 7.752670e-06 5.179318e-06
[18,] 8.277303e-06 1.167287e-05 1.334206e-05 1.232725e-05 9.203806e-06
[19,] 8.348802e-06 1.308359e-05 1.670137e-05 1.724408e-05 1.438859e-05
[20,] 7.486824e-06 1.291830e-05 1.839536e-05 2.122162e-05 1.978908e-05
[21,] 6.068479e-06 1.126116e-05 1.783274e-05 2.297733e-05 2.394379e-05
[22,] 4.620613e-06 8.719868e-06 1.522839e-05 2.189076e-05 2.548769e-05
[23,] 3.557405e-06 6.099256e-06 1.148639e-05 1.835989e-05 2.387171e-05
[24,] 3.030526e-06 4.031811e-06 7.723187e-06 1.358181e-05 1.968134e-05
[25,] 2.958073e-06 2.800666e-06 4.786490e-06 8.935933e-06 1.431568e-05
[26,] 3.167228e-06 2.402334e-06 3.064985e-06 5.426616e-06 9.287116e-06
[27,] 3.525618e-06 2.717773e-06 2.602772e-06 3.510845e-06 5.655728e-06
[28,] 3.972228e-06 3.623823e-06 3.309458e-06 3.272291e-06 3.908445e-06
[29,] 4.453962e-06 4.972178e-06 5.049874e-06 4.655966e-06 4.180693e-06
[30,] 4.858677e-06 6.498515e-06 7.558870e-06 7.511653e-06 6.477758e-06
[31,] 5.040921e-06 7.800454e-06 1.031250e-05 1.142543e-05 1.063700e-05
[32,] 4.952609e-06 8.477375e-06 1.255895e-05 1.555435e-05 1.606508e-05
[33,] 4.789726e-06 8.382897e-06 1.360173e-05 1.873805e-05 2.155634e-05
[34,] 5.035112e-06 7.820806e-06 1.320206e-05 1.996321e-05 2.552361e-05
[35,] 6.329721e-06 7.526223e-06 1.182160e-05 1.893168e-05 2.666980e-05
[36,] 9.189560e-06 8.397923e-06 1.050592e-05 1.632533e-05 2.470830e-05
[37,] 1.367145e-05 1.107681e-05 1.043969e-05 1.354480e-05 2.060264e-05
[38,] 1.917076e-05 1.554322e-05 1.238529e-05 1.206157e-05 1.611862e-05
[39,] 2.454159e-05 2.094628e-05 1.625463e-05 1.274004e-05 1.297554e-05
[40,] 2.856107e-05 2.584293e-05 2.102278e-05 1.544252e-05 1.209982e-05
[41,] 3.047239e-05 2.881785e-05 2.509521e-05 1.907142e-05 1.332051e-05
[42,] 3.021892e-05 2.914638e-05 2.702382e-05 2.204777e-05 1.555988e-05
[43,] 2.822934e-05 2.705143e-05 2.619118e-05 2.304106e-05 1.738415e-05
[44,] 2.501789e-05 2.339779e-05 2.302277e-05 2.157789e-05 1.767042e-05
[45,] 2.098059e-05 1.912413e-05 1.860738e-05 1.816682e-05 1.607692e-05
[46,] 1.647975e-05 1.486672e-05 1.405512e-05 1.388965e-05 1.307476e-05
[47,] 1.198104e-05 1.094940e-05 1.005996e-05 9.788728e-06 9.563656e-06
[48,] 8.009480e-06 7.555909e-06 6.859386e-06 6.466518e-06 6.365244e-06
[49,] 4.951239e-06 4.831738e-06 4.432486e-06 4.057401e-06 3.916270e-06
[50,] 2.902019e-06 2.854519e-06 2.683972e-06 2.427466e-06 2.265298e-06
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.291995e-18 9.516033e-20 5.663558e-21 2.723712e-22 1.058453e-23
 [2,] 1.993193e-17 1.640688e-18 1.091292e-19 5.865354e-21 2.547335e-22
 [3,] 2.705163e-16 2.488580e-17 1.849899e-18 1.111176e-19 5.393319e-21
 [4,] 3.229929e-15 3.320723e-16 2.758739e-17 1.851940e-18 1.004573e-19
 [5,] 3.392719e-14 3.898245e-15 3.619333e-16 2.715353e-17 1.646124e-18
 [6,] 3.135150e-13 4.025882e-14 4.177361e-15 3.502525e-16 2.373007e-17
 [7,] 2.548733e-12 3.657703e-13 4.241612e-14 3.974583e-15 3.009476e-16
 [8,] 1.822825e-11 2.923550e-12 3.788911e-13 3.967862e-14 3.357664e-15
 [9,] 1.146890e-10 2.055744e-11 2.977517e-12 3.484801e-13 3.295643e-14
[10,] 6.348252e-10 1.271694e-10 2.058494e-11 2.692494e-12 2.845761e-13
[11,] 3.091306e-09 6.920733e-10 1.251989e-10 1.830152e-11 2.161784e-12
[12,] 1.324297e-08 3.313423e-09 6.698949e-10 1.094397e-10 1.444713e-11
[13,] 4.990953e-08 1.395586e-08 3.153318e-09 5.757281e-10 8.493867e-11
[14,] 1.654770e-07 5.171211e-08 1.305825e-08 2.664502e-09 4.393248e-10
[15,] 4.826668e-07 1.685712e-07 4.757269e-08 1.084852e-08 1.999039e-09
[16,] 1.238547e-06 4.834261e-07 1.524705e-07 3.885796e-08 8.002256e-09
[17,] 2.795974e-06 1.219641e-06 4.299018e-07 1.224461e-07 2.818116e-08
[18,] 5.552764e-06 2.707009e-06 1.066371e-06 3.394419e-07 8.730938e-08
[19,] 9.701544e-06 5.285702e-06 2.327035e-06 8.278304e-07 2.379679e-07
[20,] 1.491173e-05 9.079694e-06 4.467379e-06 1.776122e-06 5.705993e-07
[21,] 2.016377e-05 1.372131e-05 7.544985e-06 3.352431e-06 1.203648e-06
[22,] 2.398690e-05 1.824215e-05 1.121036e-05 5.566758e-06 2.233694e-06
[23,] 2.510424e-05 2.133618e-05 1.465338e-05 8.132067e-06 3.646727e-06
[24,] 2.311786e-05 2.195507e-05 1.685075e-05 1.045100e-05 5.237686e-06
[25,] 1.874386e-05 1.988021e-05 1.704882e-05 1.181637e-05 6.618150e-06
[26,] 1.342495e-05 1.585746e-05 1.518169e-05 1.175539e-05 7.357272e-06
[27,] 8.634983e-06 1.120228e-05 1.192057e-05 1.029695e-05 7.197686e-06
[28,] 5.380906e-06 7.197557e-06 8.330469e-06 7.968554e-06 6.204924e-06
[29,] 4.152875e-06 4.718592e-06 5.418704e-06 5.541520e-06 4.744904e-06
[30,] 5.160850e-06 4.250080e-06 3.900352e-06 3.742253e-06 3.324084e-06
[31,] 8.494496e-06 6.095482e-06 4.258951e-06 3.139900e-06 2.437760e-06
[32,] 1.397579e-05 1.043525e-05 6.892581e-06 4.220692e-06 2.541872e-06
[33,] 2.081024e-05 1.706194e-05 1.205319e-05 7.453428e-06 4.116723e-06
[34,] 2.742568e-05 2.497466e-05 1.948145e-05 1.312037e-05 7.656226e-06
[35,] 3.185673e-05 3.228148e-05 2.798779e-05 2.089005e-05 1.342355e-05
[36,] 3.262002e-05 3.675309e-05 3.545391e-05 2.943040e-05 2.101071e-05
[37,] 2.953801e-05 3.686252e-05 3.954348e-05 3.652592e-05 2.902107e-05
[38,] 2.389418e-05 3.263698e-05 3.883706e-05 3.990324e-05 3.529305e-05
[39,] 1.777910e-05 2.567524e-05 3.362928e-05 3.837488e-05 3.777366e-05
[40,] 1.307799e-05 1.830036e-05 2.577730e-05 3.251093e-05 3.558210e-05
[41,] 1.071983e-05 1.245070e-05 1.770618e-05 2.432041e-05 2.951124e-05
[42,] 1.050392e-05 8.988989e-06 1.128522e-05 1.618122e-05 2.157812e-05
[43,] 1.142936e-05 7.675829e-06 7.248642e-06 9.783025e-06 1.396533e-05
[44,] 1.226974e-05 7.604964e-06 5.306723e-06 5.689811e-06 8.098734e-06
[45,] 1.212814e-05 7.758741e-06 4.642219e-06 3.559872e-06 4.358598e-06
[46,] 1.075235e-05 7.435510e-06 4.415346e-06 2.656547e-06 2.366990e-06
[47,] 8.495731e-06 6.429642e-06 4.073240e-06 2.283916e-06 1.469980e-06
[48,] 5.997355e-06 4.953200e-06 3.431210e-06 1.999675e-06 1.094296e-06
[49,] 3.812687e-06 3.395319e-06 2.581593e-06 1.633800e-06 8.861501e-07
[50,] 2.210770e-06 2.080477e-06 1.725232e-06 1.200431e-06 6.953566e-07
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.323687e-25 8.433475e-27 1.729147e-28 2.864808e-30 3.835284e-32
 [2,] 8.939561e-24 2.535036e-25 5.808861e-27 1.075564e-28 1.609235e-30
 [3,] 2.115279e-22 6.703740e-24 1.716744e-25 3.552484e-27 5.940146e-29
 [4,] 4.403264e-21 1.559573e-22 4.463499e-24 1.032247e-25 1.928990e-27
 [5,] 8.063752e-20 3.191902e-21 1.020942e-22 2.638703e-24 5.510848e-26
 [6,] 1.299137e-18 5.747103e-20 2.054385e-21 5.934073e-23 1.385040e-24
 [7,] 1.841316e-17 9.103405e-19 3.636789e-20 1.174007e-21 3.062398e-23
 [8,] 2.295918e-16 1.268566e-17 5.663813e-19 2.043351e-20 5.956831e-22
 [9,] 2.518492e-15 1.555174e-16 7.759902e-18 3.128756e-19 1.019355e-20
[10,] 2.430415e-14 1.677260e-15 9.353174e-17 4.214596e-18 1.534586e-19
[11,] 2.063363e-13 1.591392e-14 9.917843e-16 4.994543e-17 2.032416e-18
[12,] 1.541084e-12 1.328340e-13 9.251901e-15 5.207040e-16 2.368041e-17
[13,] 1.012586e-11 9.754303e-13 7.592754e-14 4.775741e-15 2.427283e-16
[14,] 5.853203e-11 6.301435e-12 5.481810e-13 3.853425e-14 2.188810e-15
[15,] 2.976533e-10 3.581279e-11 3.481803e-12 2.735322e-13 1.736406e-14
[16,] 1.331629e-09 1.790574e-10 1.945538e-11 1.708148e-12 1.211853e-13
[17,] 5.240964e-09 7.875924e-10 9.563800e-11 9.384212e-12 7.440523e-13
[18,] 1.814658e-08 3.047660e-09 4.135967e-10 4.535507e-11 4.018954e-12
[19,] 5.527562e-08 1.037497e-08 1.573544e-09 1.928454e-10 1.909756e-11
[20,] 1.481249e-07 3.107155e-08 5.266672e-09 7.213533e-10 7.983588e-11
[21,] 3.492029e-07 8.186424e-08 1.550776e-08 2.373790e-09 2.936121e-10
[22,] 7.242413e-07 1.897497e-07 4.017145e-08 6.872143e-09 9.499599e-10
[23,] 1.321430e-06 3.869221e-07 9.154641e-08 1.750240e-08 2.703909e-09
[24,] 2.121100e-06 6.940993e-07 1.835358e-07 3.921555e-08 6.770711e-09
[25,] 2.995268e-06 1.095408e-06 3.237100e-07 7.729917e-08 1.491531e-08
[26,] 3.721149e-06 1.520865e-06 5.022835e-07 1.340441e-07 2.890586e-08
[27,] 4.067530e-06 1.857740e-06 6.856580e-07 2.044940e-07 4.928300e-08
[28,] 3.914069e-06 1.996898e-06 8.235198e-07 2.744682e-07 7.392206e-08
[29,] 3.324600e-06 1.891015e-06 8.706832e-07 3.241714e-07 9.755687e-08
[30,] 2.526295e-06 1.586605e-06 8.123303e-07 3.372853e-07 1.133331e-07
[31,] 1.827592e-06 1.212534e-06 6.770064e-07 3.108192e-07 1.161760e-07
[32,] 1.559979e-06 9.489344e-07 5.335198e-07 2.604569e-07 1.063476e-07
[33,] 2.094184e-06 1.020136e-06 4.864156e-07 2.220015e-07 9.191592e-08
[34,] 3.881044e-06 1.725375e-06 6.893844e-07 2.568442e-07 9.148410e-08
[35,] 7.385281e-06 3.456039e-06 1.373680e-06 4.686386e-07 1.410517e-07
[36,] 1.281036e-05 6.601628e-06 2.847972e-06 1.023190e-06 3.069331e-07
[37,] 1.969286e-05 1.128698e-05 5.401973e-06 2.139228e-06 6.971571e-07
[38,] 2.667515e-05 1.703757e-05 9.087444e-06 4.007070e-06 1.450060e-06
[39,] 3.180254e-05 2.264355e-05 1.347155e-05 6.627737e-06 2.675400e-06
[40,] 3.336462e-05 2.648216e-05 1.757620e-05 9.651610e-06 4.349878e-06
[41,] 3.080283e-05 2.725165e-05 2.017694e-05 1.236739e-05 6.224135e-06
[42,] 2.503021e-05 2.467569e-05 2.037933e-05 1.394284e-05 7.835765e-06
[43,] 1.791421e-05 1.966199e-05 1.811057e-05 1.382965e-05 8.678855e-06
[44,] 1.131624e-05 1.379152e-05 1.416133e-05 1.206867e-05 8.457043e-06
[45,] 6.350558e-06 8.524695e-06 9.744859e-06 9.266307e-06 7.250213e-06
[46,] 3.228824e-06 4.658635e-06 5.904274e-06 6.260170e-06 5.468450e-06
[47,] 1.568586e-06 2.273893e-06 3.154790e-06 3.722212e-06 3.628894e-06
[48,] 8.121052e-07 1.021304e-06 1.494036e-06 1.949300e-06 2.118990e-06
[49,] 5.008661e-07 4.548707e-07 6.367627e-07 9.012609e-07 1.089129e-06
[50,] 3.597707e-07 2.276711e-07 2.550053e-07 3.706272e-07 4.932921e-07

> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,z)',xlab=par5,ylab=par7)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(x,z)
> (r<-lm(z ~ x))

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
 -2595.5726       0.3064  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1eo5y1256896904.ps tmp/1eo5y1256896904.png")
> system("convert tmp/2h32x1256896904.ps tmp/2h32x1256896904.png")
> system("convert tmp/35mid1256896904.ps tmp/35mid1256896904.png")
> system("convert tmp/440lm1256896904.ps tmp/440lm1256896904.png")
> system("convert tmp/5sjo41256896904.ps tmp/5sjo41256896904.png")
> system("convert tmp/6gmbp1256896904.ps tmp/6gmbp1256896904.png")
> system("convert tmp/754e61256896904.ps tmp/754e61256896904.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.917   1.255   2.667