R version 2.7.0 (2008-04-22)
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(524944,568106,484506,512235,523179,462411,685872,635902,573599,668826,520868,555680,727941,516959,489975,559687,630947,473994,583802,553061,604700,708101,617053,819858,736520,567696,666627,701749,647394,610231,777555,901319,707164,782859,652556,676064,707665,561515,645794,623482,673401,544890,605125,608393,579718,647499,575016,510096,697835,561177,584949,516723,695323,548018,497706,559796,669449,583301,626790,580268,649016)
> y <- c(2718,2646,2551,2712,2606,2365,3533,3509,2912,3599,2719,2869,4085,2686,2545,3071,3388,2652,3190,2884,3295,3818,3226,3953,3810,2877,3515,3708,3450,3360,4110,4384,3729,4263,3505,3674,3911,2951,3317,3417,3498,2768,2899,3179,3011,3481,3015,2606,3530,2827,3120,2557,3645,2865,2587,2887,3429,2956,3098,2934,3269)
> x <- c(1515,1510,1225,1577,1417,1224,1693,1633,1639,1914,1586,1552,2081,1500,1437,1470,1849,1387,1592,1589,1798,1935,1887,2027,2080,1556,1682,1785,1869,1781,2082,2570,1862,1936,1504,1765,1607,1577,1493,1615,1700,1335,1523,1623,1540,1637,1524,1419,1821,1593,1357,1263,1750,1405,1393,1639,1679,1551,1744,1429,1784)
> par7 = 'totale oppervlakte'
> par6 = 'aantal woningen'
> par5 = 'aantal gebouwen'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

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


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/1vwbq1226430650.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/2ip3c1226430650.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/3d9la1226430650.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/46x3l1226430650.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/53iet1226430650.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  
    411.912        1.697  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6insf1226430650.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] 2068.808 2122.101 2175.395 2228.689 2281.982 2335.276 2388.569 2441.863
 [9] 2495.156 2548.450 2601.743 2655.037 2708.331 2761.624 2814.918 2868.211
[17] 2921.505 2974.798 3028.092 3081.385 3134.679 3187.973 3241.266 3294.560
[25] 3347.853 3401.147 3454.440 3507.734 3561.027 3614.321 3667.615 3720.908
[33] 3774.202 3827.495 3880.789 3934.082 3987.376 4040.669 4093.963 4147.257
[41] 4200.550 4253.844 4307.137 4360.431 4413.724 4467.018 4520.311 4573.605
[49] 4626.899 4680.192

$yords
 [1] 400447.2 411933.7 423420.1 434906.5 446393.0 457879.4 469365.9 480852.3
 [9] 492338.7 503825.2 515311.6 526798.1 538284.5 549770.9 561257.4 572743.8
[17] 584230.3 595716.7 607203.1 618689.6 630176.0 641662.5 653148.9 664635.3
[25] 676121.8 687608.2 699094.7 710581.1 722067.5 733554.0 745040.4 756526.9
[33] 768013.3 779499.7 790986.2 802472.6 813959.1 825445.5 836931.9 848418.4
[41] 859904.8 871391.3 882877.7 894364.1 905850.6 917337.0 928823.5 940309.9
[49] 951796.3 963282.8

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  8.826208e-08  6.238633e-08  2.243593e-08  5.264317e-09  2.723885e-09
 [2,]  1.039940e-07  1.426557e-07  9.625833e-08  3.561128e-08  9.136014e-09
 [3,]  7.142702e-08  1.757997e-07  2.183841e-07  1.418452e-07  5.413685e-08
 [4,]  3.565390e-08  1.266191e-07  2.810334e-07  3.178431e-07  2.002698e-07
 [5,]  3.602684e-08  6.275004e-08  2.113534e-07  4.256820e-07  4.414430e-07
 [6,]  3.497403e-08  5.838001e-08  1.038451e-07  3.327426e-07  6.122434e-07
 [7,]  1.343459e-08  5.530756e-08  8.818493e-08  1.620605e-07  4.951030e-07
 [8,]  1.847592e-09  2.110189e-08  8.119833e-08  1.245637e-07  2.393331e-07
 [9,]  9.046033e-11  2.890736e-09  3.080016e-08  1.109264e-07  1.653308e-07
[10,]  1.582008e-12  1.413970e-10  4.214161e-09  4.191534e-08  1.415925e-07
[11,]  1.002925e-14  2.489515e-12  2.071022e-10  5.757308e-09  5.350925e-08
[12,]  2.467608e-17  1.634278e-14  3.725856e-12  2.874642e-10  7.449104e-09
[13,]  3.094156e-20  4.644225e-17  2.656293e-14  5.444580e-12  3.859698e-10
[14,]  3.676794e-23  8.530601e-20  9.799549e-17  4.575467e-14  8.117358e-12
[15,]  1.386144e-25  1.761625e-22  2.725786e-19  2.401034e-16  8.857477e-14
[16,]  6.883354e-28  1.098451e-24  9.360595e-22  9.424120e-19  6.556509e-16
[17,]  1.375191e-30  5.761588e-27  8.310257e-24  5.290873e-21  3.370802e-18
[18,]  9.819283e-34  1.146885e-29  4.470616e-26  5.912975e-23  3.062417e-20
[19,]  2.489101e-37  8.134663e-33  8.853496e-29  3.213167e-25  3.926562e-22
[20,]  2.238883e-41  2.048016e-36  6.237504e-32  6.325934e-28  2.138414e-24
[21,]  7.145255e-46  1.829560e-40  1.559676e-35  4.426680e-31  4.183638e-27
[22,]  8.091064e-51  5.799152e-45  1.383821e-39  1.099350e-34  2.907779e-30
[23,]  3.250697e-56  6.521795e-50  4.356266e-44  9.687210e-39  7.172011e-34
[24,]  4.633814e-62  2.602323e-55  4.865650e-49  3.028701e-43  6.276652e-38
[25,]  2.343675e-68  3.684271e-61  1.928251e-54  3.359778e-48  1.949009e-42
[26,]  4.205797e-75  1.850691e-67  2.711305e-60  1.322382e-53  2.147298e-47
[27,]  2.677839e-82  3.298390e-74  1.352630e-66  1.846671e-59  8.393784e-53
[28,]  6.049487e-90  2.085777e-81  2.394293e-73  9.149960e-66  1.164179e-58
[29,]  4.848916e-98  4.679780e-89  1.503721e-80  1.608573e-72  5.728932e-65
[30,] 1.378970e-106  3.725355e-97  3.350751e-88  1.003339e-79  1.000261e-71
[31,] 1.391439e-115 1.052225e-105  2.649204e-96  2.220509e-87  6.196557e-79
[32,] 4.981514e-125 1.054478e-114 7.431506e-105  1.743595e-95  1.361997e-86
[33,] 6.327759e-135 3.749366e-124 7.396558e-114 4.857695e-104  1.062168e-94
[34,] 2.851872e-145 4.730092e-134 2.612005e-123 4.801826e-113 2.939016e-103
[35,] 4.560385e-156 2.117254e-144 3.272728e-133 1.684124e-122 2.885374e-112
[36,] 2.587421e-167 3.362561e-155 1.454921e-143 2.095730e-132 1.005069e-121
[37,] 5.208609e-179 1.894770e-166 2.294872e-154 9.253074e-143 1.242164e-131
[38,] 3.720219e-191 3.788219e-178 1.284309e-165 1.449535e-153 5.446962e-142
[39,] 9.427736e-204 2.687235e-190 2.550190e-177 8.056819e-165 8.474648e-153
[40,] 8.476909e-217 6.763438e-203 1.796664e-189 1.588875e-176 4.678215e-164
[41,] 2.704321e-230 6.039764e-216 4.491091e-202 1.111748e-188 9.162827e-176
[42,] 3.061072e-244 1.913670e-229 3.983193e-215 2.760054e-201 6.367559e-188
[43,] 1.229364e-258 2.151323e-243 1.253437e-228 2.431198e-214 1.570031e-200
[44,] 1.751765e-273 8.580898e-258 1.399465e-242 7.598217e-228 1.373511e-213
[45,] 8.856513e-289 1.214371e-272 5.543872e-257 8.425479e-242 4.263317e-227
[46,] 1.588697e-304 6.097636e-288 7.792124e-272 3.314889e-256 4.695205e-241
[47,] 1.011352e-320 1.086333e-303 3.885886e-287 4.627378e-271 1.834649e-255
[48,]  0.000000e+00 6.867018e-320 6.875792e-303 2.291919e-286 2.543604e-270
[49,]  0.000000e+00  0.000000e+00 4.316503e-319 4.027553e-302 1.251193e-285
[50,]  0.000000e+00  0.000000e+00  0.000000e+00 2.511242e-318 2.183757e-301
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  2.211981e-09  6.991916e-10  7.412264e-11  2.617537e-12  3.077662e-14
 [2,]  5.714020e-09  4.503594e-09  1.328341e-09  1.312251e-10  4.318411e-12
 [3,]  1.522462e-08  1.123374e-08  8.492690e-09  2.335900e-09  2.150254e-10
 [4,]  7.863448e-08  2.435614e-08  2.063932e-08  1.483209e-08  3.802207e-09
 [5,]  2.714144e-07  1.088250e-07  3.741370e-08  3.536524e-08  2.398932e-08
 [6,]  5.870837e-07  3.532117e-07  1.431799e-07  5.519766e-08  5.643895e-08
 [7,]  8.381097e-07  7.499155e-07  4.411039e-07  1.789625e-07  7.820503e-08
 [8,]  6.980346e-07  1.094892e-06  9.224585e-07  5.281173e-07  2.128255e-07
 [9,]  3.358571e-07  9.353296e-07  1.369041e-06  1.095119e-06  6.058892e-07
[10,]  2.077038e-07  4.499639e-07  1.195194e-06  1.643548e-06  1.257025e-06
[11,]  1.701088e-07  2.496064e-07  5.784654e-07  1.461684e-06  1.900003e-06
[12,]  6.477537e-08  1.947459e-07  2.910504e-07  7.172015e-07  1.716699e-06
[13,]  9.295950e-09  7.570525e-08  2.166224e-07  3.348549e-07  8.613737e-07
[14,]  5.183799e-10  1.151109e-08  8.772050e-08  2.403583e-07  3.861342e-07
[15,]  1.303268e-11  7.272733e-10  1.465709e-08  1.039702e-07  2.733860e-07
[16,]  1.942240e-13  2.327932e-11  1.103459e-09  1.976418e-08  1.290969e-07
[17,]  1.861121e-15  4.591664e-13  4.551381e-11  1.814569e-09  2.839063e-08
[18,]  1.238574e-17  5.239131e-15  1.102636e-12  9.283166e-11  3.138777e-09
[19,]  1.752438e-19  4.725856e-17  1.437494e-14  2.586695e-12  1.888525e-10
[20,]  2.423810e-21  9.652119e-19  1.880648e-16  3.858573e-14  5.820322e-12
[21,]  1.317489e-23  1.387956e-20  5.029204e-18  7.693810e-16  1.030653e-13
[22,]  2.560891e-26  7.513885e-23  7.365308e-20  2.454226e-17  3.148277e-15
[23,]  1.767804e-29  1.450873e-25  3.966599e-22  3.619824e-19  1.115548e-16
[24,]  4.330517e-33  9.947393e-29  7.608145e-25  1.938156e-21  1.647226e-18
[25,]  3.764040e-37  2.420158e-32  5.180799e-28  3.692569e-24  8.765607e-21
[26,]  1.160817e-41  2.089211e-36  1.251865e-31  2.497349e-27  1.658778e-23
[27,]  1.270168e-46  6.398985e-41  1.073290e-35  5.993245e-31  1.114212e-26
[28,]  4.931222e-52  6.954023e-46  3.264930e-40  5.103271e-35  2.655702e-30
[29,]  6.792661e-58  2.681347e-51  3.523896e-45  1.541804e-39  2.245901e-34
[30,]  3.319797e-64  3.668230e-57  1.349458e-50  1.652712e-44  6.738933e-39
[31,]  5.756789e-71  1.780561e-63  1.833547e-56  6.285813e-50  7.174434e-44
[32,]  3.541912e-78  3.066523e-70  8.839216e-63  8.482325e-56  2.710027e-49
[33,]  7.731908e-86  1.873816e-77  1.511914e-69  4.061252e-62  3.632044e-55
[34,]  5.988624e-94  4.062553e-85  9.175541e-77  6.899162e-69  1.727111e-61
[35,] 1.645731e-102  3.125091e-93  1.975731e-84  4.158382e-76  2.913940e-68
[36,] 1.604665e-111 8.529426e-102  1.509445e-92  8.892943e-84  1.744353e-75
[37,] 5.551360e-121 8.259743e-111 4.091633e-101  6.747713e-92  3.704912e-83
[38,] 6.814068e-131 2.837954e-120 3.935210e-110 1.816601e-100  2.791987e-91
[39,] 2.967601e-141 3.459681e-130 1.342861e-119 1.735220e-109 7.465189e-100
[40,] 4.585595e-152 1.496436e-140 1.625870e-129 5.880859e-119 7.082059e-109
[41,] 2.514067e-163 2.296523e-151 6.984431e-140 7.071604e-129 2.383797e-118
[42,] 4.890485e-175 1.250483e-162 1.064560e-150 3.017094e-139 2.846902e-128
[43,] 3.375350e-187 2.415885e-174 5.757067e-162 4.567215e-150 1.206334e-138
[44,] 8.265603e-200 1.656013e-186 1.104641e-173 2.453032e-161 1.813644e-149
[45,] 7.181609e-213 4.027567e-199 7.520260e-186 4.674623e-173 9.674483e-161
[46,] 2.213913e-226 3.475467e-212 1.816502e-198 3.160686e-185 1.831028e-172
[47,] 2.421535e-240 1.064082e-225 1.556791e-211 7.582415e-198 1.229572e-184
[48,] 9.397641e-255 1.155939e-239 4.733936e-225 6.454033e-211 2.929610e-197
[49,] 1.293974e-269 4.455265e-254 5.107329e-239 1.949102e-224 2.476543e-210
[50,] 6.321747e-285 6.092797e-269 1.955101e-253 2.088534e-238 7.428229e-224
              [,11]         [,12]         [,13]         [,14]         [,15]
 [1,]  1.204771e-16  1.570135e-19  6.812656e-23  9.841060e-27  4.732748e-31
 [2,]  4.731802e-14  1.726188e-16  2.096519e-19  8.477275e-23  1.141195e-26
 [3,]  6.594118e-12  6.733376e-14  2.289133e-16  2.590951e-19  9.763253e-23
 [4,]  3.261158e-10  9.319521e-12  8.868322e-14  2.809673e-16  2.963613e-19
 [5,]  5.728772e-09  4.577911e-10  1.219092e-11  1.081071e-13  3.191867e-16
 [6,]  3.593364e-08  7.989883e-09  5.948079e-10  1.475990e-11  1.219744e-13
 [7,]  8.381969e-08  4.985198e-08  1.031538e-08  7.153253e-10  1.654000e-11
 [8,]  1.063352e-07  1.158014e-07  6.406400e-08  1.232864e-08  7.962585e-10
 [9,]  2.418336e-07  1.385788e-07  1.488273e-07  7.627318e-08  1.364120e-08
[10,]  6.665304e-07  2.644582e-07  1.728056e-07  1.779914e-07  8.415108e-08
[11,]  1.396972e-06  7.046590e-07  2.809716e-07  2.057975e-07  1.982187e-07
[12,]  2.120180e-06  1.504312e-06  7.186928e-07  2.929235e-07  2.336247e-07
[13,]  1.941792e-06  2.286948e-06  1.569793e-06  7.107990e-07  3.018959e-07
[14,]  1.005405e-06  2.119526e-06  2.385133e-06  1.586627e-06  6.855866e-07
[15,]  4.505456e-07  1.142501e-06  2.234862e-06  2.403341e-06  1.551955e-06
[16,]  3.240171e-07  5.319632e-07  1.264538e-06  2.277254e-06  2.337087e-06
[17,]  1.684857e-07  3.989961e-07  6.306487e-07  1.362934e-06  2.243542e-06
[18,]  4.259684e-08  2.272065e-07  5.015280e-07  7.428443e-07  1.430681e-06
[19,]  5.495425e-09  6.479648e-08  3.089205e-07  6.305082e-07  8.620438e-07
[20,]  3.725256e-10  9.454246e-09  9.743111e-08  4.149381e-07  7.810483e-07
[21,]  1.249780e-11  7.022277e-10  1.569556e-08  1.424196e-07  5.435037e-07
[22,]  2.800234e-13  2.570489e-11  1.257141e-09  2.489609e-08  2.004084e-07
[23,]  1.253477e-14  7.851681e-13  5.120328e-11  2.135105e-09  3.754147e-08
[24,]  4.709204e-16  4.757574e-14  2.264133e-12  1.005165e-10  3.450792e-09
[25,]  6.939267e-18  1.843455e-15  1.699383e-13  6.580451e-12  1.983811e-10
[26,]  3.669282e-20  2.706078e-17  6.686233e-15  5.670550e-13  1.878540e-11
[27,]  6.896716e-23  1.421648e-19  9.767927e-17  2.245993e-14  1.760450e-12
[28,]  4.601025e-26  2.654044e-22  5.098089e-19  3.263596e-16  6.985815e-14
[29,]  1.089158e-29  1.758532e-25  9.453020e-22  1.692111e-18  1.009294e-15
[30,]  9.147914e-34  4.134362e-29  6.220681e-25  3.116256e-21  5.198269e-18
[31,]  2.726151e-38  3.448796e-33  1.452525e-28  2.036717e-24  9.508384e-21
[32,]  2.882489e-43  1.020746e-37  1.203385e-32  4.723230e-28  6.172066e-24
[33,]  1.081376e-48  1.071912e-42  3.537348e-37  3.886362e-32  1.421555e-27
[34,]  1.439387e-54  3.993857e-48  3.689290e-42  1.134592e-36  1.161695e-31
[35,]  6.797823e-61  5.279798e-54  1.365210e-47  1.175244e-41  3.368315e-36
[36,]  1.139082e-67  2.476481e-60  1.792457e-53  4.319258e-47  3.465183e-41
[37,]  6.772212e-75  4.121382e-67  8.350036e-60  5.632233e-53  1.264824e-46
[38,]  1.428558e-82  2.433564e-74  1.380130e-66  2.605817e-59  1.638045e-52
[39,]  1.069195e-90  5.098405e-82  8.093628e-74  4.277588e-66  7.526853e-59
[40,]  2.839275e-99  3.789809e-90  1.684062e-81  2.491411e-73  1.227135e-65
[41,] 2.675154e-108  9.995195e-99  1.243265e-89  5.148525e-81  7.098431e-73
[42,] 8.943013e-118 9.353168e-108  3.256588e-98  3.774971e-89  1.456886e-80
[43,] 1.060744e-127 3.105403e-117 3.026590e-107  9.820558e-98  1.060915e-88
[44,] 4.464026e-138 3.658192e-127 9.980080e-117 9.064593e-107  2.741102e-97
[45,] 6.665524e-149 1.528997e-137 1.167632e-126 2.968602e-116 2.512820e-106
[46,] 3.531290e-160 2.267453e-148 4.846958e-137 3.449428e-126 8.173142e-116
[47,] 6.637796e-172 1.193057e-159 7.138782e-148 1.422112e-136 9.432096e-126
[48,] 4.427019e-184 2.227313e-171 3.730573e-159 2.080255e-147 3.862100e-136
[49,] 1.047561e-196 1.475305e-183 6.916849e-171 1.079646e-158 5.610751e-147
[50,] 8.795294e-210 3.467250e-196 4.550332e-183 1.988144e-170 2.892142e-158
              [,16]         [,17]         [,18]         [,19]         [,20]
 [1,]  7.577589e-36  4.039193e-41  7.168115e-47  4.235066e-53  8.330341e-60
 [2,]  5.114580e-31  7.631428e-36  3.790953e-41  6.269544e-47  3.452000e-53
 [3,]  1.224832e-26  5.115688e-31  7.113422e-36  3.293048e-41  5.075335e-47
 [4,]  1.040722e-22  1.216730e-26  4.735879e-31  6.136941e-36  2.647589e-41
 [5,]  3.137534e-19  1.026786e-22  1.118712e-26  4.057905e-31  4.900413e-36
 [6,]  3.356099e-16  3.074366e-19  9.376169e-23  9.520091e-27  3.218133e-31
 [7,]  1.273753e-13  3.266068e-16  2.788198e-19  7.924474e-23  7.498336e-27
 [8,]  1.715520e-11  1.231135e-13  2.941844e-16  2.340423e-19  6.198972e-23
 [9,]  8.204158e-10  1.646892e-11  1.101362e-13  2.452537e-16  1.818308e-19
[10,]  1.397424e-08  7.824405e-10  1.463342e-11  9.119231e-14  1.892407e-16
[11,]  8.606260e-08  1.325505e-08  6.907433e-10  1.203482e-11  6.988622e-14
[12,]  2.057429e-07  8.162305e-08  1.164296e-08  5.644732e-10  9.161178e-12
[13,]  2.523469e-07  1.992775e-07  7.182564e-08  9.471952e-09  4.270215e-10
[14,]  3.082069e-07  2.588840e-07  1.803677e-07  5.868073e-08  7.138291e-09
[15,]  6.482434e-07  3.103264e-07  2.518033e-07  1.527945e-07  4.454602e-08
[16,]  1.468342e-06  6.029754e-07  3.053957e-07  2.317680e-07  1.213421e-07
[17,]  2.192169e-06  1.344428e-06  5.523101e-07  2.906165e-07  2.014757e-07
[18,]  2.140567e-06  1.986093e-06  1.193862e-06  4.973185e-07  2.647856e-07
[19,]  1.464863e-06  1.985724e-06  1.745745e-06  1.032429e-06  4.384334e-07
[20,]  9.813307e-07  1.468431e-06  1.804166e-06  1.501277e-06  8.743923e-07
[21,]  9.457614e-07  1.095585e-06  1.450055e-06  1.622909e-06  1.278432e-06
[22,]  6.893539e-07  1.116012e-06  1.202413e-06  1.421704e-06  1.463837e-06
[23,]  2.700009e-07  8.436959e-07  1.282576e-06  1.301337e-06  1.394664e-06
[24,]  5.371813e-08  3.473021e-07  9.948460e-07  1.435724e-06  1.391751e-06
[25,]  5.346252e-09  7.299161e-08  4.261503e-07  1.129686e-06  1.565226e-06
[26,]  3.993274e-10  8.033394e-09  9.449013e-08  4.992005e-07  1.235779e-06
[27,]  5.153000e-11  8.202289e-10  1.188578e-08  1.172407e-07  5.596133e-07
[28,]  5.073754e-12  1.337909e-10  1.695008e-09  1.757405e-08  1.406516e-07
[29,]  2.011609e-13  1.355889e-11  3.257751e-10  3.449840e-09  2.619223e-08
[30,]  2.889040e-15  5.362326e-13  3.357576e-11  7.399933e-10  6.777988e-09
[31,]  1.478064e-17  7.654279e-15  1.323220e-12  7.701499e-11  1.563371e-09
[32,]  2.685211e-20  3.889808e-17  1.877022e-14  3.022474e-12  1.635979e-10
[33,]  1.731127e-23  7.018584e-20  9.474796e-17  4.260355e-14  6.390531e-12
[34,]  3.959920e-27  4.493926e-23  1.697953e-19  2.136069e-16  8.950188e-14
[35,]  3.213946e-31  1.020956e-26  1.079762e-22  3.801930e-19  4.457220e-16
[36,]  9.255159e-36  8.229693e-31  2.436320e-26  2.401225e-22  7.879257e-19
[37,]  9.456272e-41  2.353701e-35  1.950445e-30  5.380992e-26  4.942409e-22
[38,]  3.428055e-46  2.388421e-40  5.540198e-35  4.278442e-30  1.099999e-25
[39,]  4.409278e-52  8.599285e-46  5.583529e-40  1.206983e-34  8.686396e-30
[40,]  2.012234e-58  1.098513e-51  1.996566e-45  1.208115e-39  2.433765e-34
[41,]  3.258222e-65  4.978965e-58  2.533085e-51  4.290485e-45  2.419408e-39
[42,]  1.871871e-72  8.006930e-65  1.140273e-57  5.406266e-51  8.533597e-45
[43,]  3.815601e-80  4.568616e-72  1.821208e-64  2.417020e-57  1.067940e-50
[44,]  2.759560e-88  9.248967e-80  1.032049e-71  3.834009e-64  4.741895e-57
[45,]  7.081220e-97  6.643445e-88  2.075068e-79  2.157831e-71  7.470479e-64
[46,] 6.447152e-106  1.693109e-96  1.480322e-87  4.308968e-79  4.175769e-71
[47,] 2.082664e-115 1.530974e-105  3.746893e-96  3.052957e-87  8.281633e-79
[48,] 2.387077e-125 4.911869e-115 3.364977e-105  7.674735e-96  5.827613e-87
[49,] 9.707251e-136 5.591245e-125 1.072201e-114 6.845259e-105  1.454955e-95
[50,] 1.400641e-146 2.258244e-135 1.212189e-124 2.166287e-114 1.288865e-104
             [,21]        [,22]        [,23]        [,24]         [,25]
 [1,] 5.455191e-67 1.189332e-74 8.632686e-83 2.086082e-91 1.678273e-100
 [2,] 6.327766e-60 3.861677e-67 7.846046e-75 5.307238e-83  1.195177e-91
 [3,] 2.604212e-53 4.448707e-60 2.530116e-67 4.790602e-75  3.019852e-83
 [4,] 3.802717e-47 1.818375e-53 2.894822e-60 1.534276e-67  2.707267e-75
 [5,] 1.970192e-41 2.637123e-47 1.175171e-53 1.743471e-60  8.611420e-68
 [6,] 3.621695e-36 1.356956e-41 1.692655e-47 7.029338e-54  9.718663e-61
 [7,] 2.362135e-31 2.477368e-36 8.650175e-42 1.005548e-47  3.891589e-54
 [8,] 5.466274e-27 1.604757e-31 1.568468e-36 5.103707e-42  5.528940e-48
 [9,] 4.488177e-23 3.688244e-27 1.009062e-31 9.190942e-37  2.787073e-42
[10,] 1.307501e-19 3.007613e-23 2.303305e-27 5.872538e-32  4.984783e-37
[11,] 1.351498e-16 8.701980e-20 1.865422e-23 1.331321e-27  3.163263e-32
[12,] 4.957130e-14 8.933444e-17 5.360407e-20 1.070860e-23  7.122233e-28
[13,] 6.454831e-12 3.254440e-14 5.465465e-17 3.056176e-20  5.689708e-24
[14,] 2.990595e-10 4.209652e-12 1.977569e-14 3.094832e-17  1.612726e-20
[15,] 4.984661e-09 1.939088e-10 2.541235e-12 1.112236e-14  1.622003e-17
[16,] 3.145154e-08 3.226271e-09 1.164147e-10 1.420000e-12  5.789963e-15
[17,] 9.047884e-08 2.067751e-08 1.936265e-09 6.471964e-11  7.344991e-13
[18,] 1.650738e-07 6.343046e-08 1.267544e-08 1.078067e-09  3.332317e-11
[19,] 2.291814e-07 1.272118e-07 4.184968e-08 7.255982e-09  5.572086e-10
[20,] 3.763836e-07 1.873882e-07 9.202900e-08 2.599918e-08  3.885255e-09
[21,] 7.296304e-07 3.128193e-07 1.442132e-07 6.239503e-08  1.521074e-08
[22,] 1.092496e-06 6.026900e-07 2.503873e-07 1.042695e-07  3.961200e-08
[23,] 1.338272e-06 9.463168e-07 4.937903e-07 1.922707e-07  7.086080e-08
[24,] 1.375507e-06 1.245168e-06 8.326456e-07 4.008450e-07  1.414450e-07
[25,] 1.470806e-06 1.363633e-06 1.173367e-06 7.391796e-07  3.213441e-07
[26,] 1.660875e-06 1.532425e-06 1.351422e-06 1.106773e-06  6.538548e-07
[27,] 1.303600e-06 1.713737e-06 1.568021e-06 1.327031e-06  1.030343e-06
[28,] 6.027126e-07 1.328151e-06 1.717798e-06 1.568636e-06  1.278750e-06
[29,] 1.648780e-07 6.268723e-07 1.309424e-06 1.671335e-06  1.527640e-06
[30,] 3.926800e-08 1.907705e-07 6.332367e-07 1.251715e-06  1.577494e-06
[31,] 1.266445e-08 5.852825e-08 2.192767e-07 6.245068e-07  1.162284e-06
[32,] 3.066864e-09 2.228569e-08 8.534964e-08 2.505027e-07  6.035482e-07
[33,] 3.217930e-10 5.581023e-09 3.671701e-08 1.199787e-07  2.829491e-07
[34,] 1.250686e-11 5.860518e-10 9.416355e-09 5.644703e-08  1.608048e-07
[35,] 1.740313e-13 2.265648e-11 9.881692e-10 1.472533e-08  8.082421e-08
[36,] 8.608285e-16 3.132069e-13 3.798961e-11 1.542584e-09  2.133948e-08
[37,] 1.511360e-18 1.538763e-15 5.217243e-13 5.896091e-11  2.229350e-09
[38,] 9.415568e-22 2.683198e-18 2.545827e-15 8.043757e-13  8.470106e-11
[39,] 2.081251e-25 1.660184e-21 4.408981e-18 3.898433e-15  1.147846e-12
[40,] 1.632282e-29 3.644668e-25 2.709358e-21 6.705437e-18  5.525277e-15
[41,] 4.542110e-34 2.838914e-29 5.907333e-25 4.092413e-21  9.438821e-18
[42,] 4.484487e-39 7.845840e-34 4.569936e-29 8.861948e-25  5.721306e-21
[43,] 1.570940e-44 7.693400e-39 1.254356e-33 6.808818e-29  1.230464e-24
[44,] 1.952526e-50 2.676626e-44 1.221581e-38 1.856116e-33  9.389319e-29
[45,] 8.610443e-57 3.304064e-50 4.220995e-44 1.795271e-38  2.542091e-33
[46,] 1.347242e-63 1.447107e-56 5.174866e-50 6.160932e-44  2.441966e-38
[47,] 7.479237e-71 2.248767e-63 2.250997e-56 7.501607e-50  8.322997e-44
[48,] 1.473208e-78 1.239890e-70 3.474124e-63 3.240833e-56  1.006500e-49
[49,] 1.029568e-86 2.425530e-78 1.902396e-70 4.967577e-63  4.318514e-56
[50,] 2.552966e-95 1.683560e-86 3.696193e-78 2.701658e-70  6.574337e-63
              [,26]         [,27]         [,28]         [,29]         [,30]
 [1,] 4.495106e-110 4.008328e-120 1.189986e-130 1.176135e-141 3.870071e-153
 [2,] 8.960699e-101 2.236647e-110 1.858694e-120 5.142282e-131 4.736416e-142
 [3,]  6.337636e-92 4.428074e-101 1.030047e-110 7.976949e-121 2.056661e-131
 [4,]  1.590394e-83  3.110457e-92 2.025339e-101 4.390456e-111 3.168600e-121
 [5,]  1.416057e-75  7.752335e-84  1.412987e-92 8.573976e-102 1.732098e-111
 [6,]  4.473470e-68  6.855333e-76  3.497566e-84  5.940763e-93 3.359422e-102
 [7,]  5.014146e-61  2.150864e-68  3.071721e-76  1.460461e-84  2.311769e-93
 [8,]  1.994087e-54  2.394375e-61  9.571782e-69  1.273894e-76  5.644425e-85
 [9,]  2.813731e-48  9.457207e-55  1.058267e-61  3.942466e-69  4.889748e-77
[10,]  1.408681e-42  1.325333e-48  4.151349e-55  4.329064e-62  1.502951e-69
[11,]  2.502267e-37  6.589891e-43  5.777954e-49  1.686596e-55  1.639056e-62
[12,]  1.577054e-32  1.162581e-37  2.853321e-43  2.331415e-49  6.342122e-56
[13,]  3.526561e-28  7.277125e-33  4.999414e-38  1.143458e-43  8.706975e-50
[14,]  2.798006e-24  1.616173e-28  3.107981e-33  1.989809e-38  4.241216e-44
[15,]  7.876725e-21  1.273533e-24  6.855365e-29  1.228557e-33  7.330041e-39
[16,]  7.868124e-18  3.560685e-21  5.365088e-25  2.691358e-29  4.494838e-34
[17,]  2.789789e-15  3.532615e-18  1.489797e-21  2.091907e-25  9.779442e-30
[18,]  3.516982e-13  1.244194e-15  1.468017e-18  5.769270e-22  7.549354e-26
[19,]  1.589348e-11  1.559000e-13  5.136098e-16  5.646382e-19  2.067839e-22
[20,]  2.675609e-10  7.023611e-12  6.398108e-14  1.962510e-16  2.010116e-19
[21,]  1.949439e-09  1.194784e-10  2.876806e-12  2.431203e-14  6.941230e-17
[22,]  8.381937e-09  9.185351e-10  4.968315e-11  1.092619e-12  8.554875e-15
[23,]  2.359065e-08  4.361239e-09  4.080571e-10  1.928833e-11  3.851656e-13
[24,]  4.554610e-08  1.333924e-08  2.172951e-09  1.732554e-10  7.047500e-12
[25,]  1.000225e-07  2.838659e-08  7.529220e-09  1.101335e-09  7.436079e-11
[26,]  2.534124e-07  6.898263e-08  1.859791e-08  4.941780e-09  6.813195e-10
[27,]  5.685138e-07  1.960383e-07  4.836545e-08  1.524776e-08  4.699518e-09
[28,]  9.348261e-07  4.802460e-07  1.488577e-07  3.775375e-08  1.770945e-08
[29,]  1.199226e-06  8.188923e-07  3.907345e-07  1.118540e-07  3.672842e-08
[30,]  1.442985e-06  1.087946e-06  6.883805e-07  3.044497e-07  8.511364e-08
[31,]  1.443977e-06  1.318305e-06  9.512086e-07  5.534509e-07  2.265577e-07
[32,]  1.050032e-06  1.282057e-06  1.162606e-06  7.999453e-07  4.250080e-07
[33,]  5.726290e-07  9.245871e-07  1.105182e-06  9.886761e-07  6.465540e-07
[34,]  3.134694e-07  5.336091e-07  7.956735e-07  9.272299e-07  8.106708e-07
[35,]  2.040878e-07  3.381502e-07  4.887000e-07  6.723634e-07  7.604836e-07
[36,]  1.076897e-07  2.444550e-07  3.537395e-07  4.409899e-07  5.619275e-07
[37,]  2.865539e-08  1.334814e-07  2.761527e-07  3.588398e-07  3.941144e-07
[38,]  2.982751e-09  3.565629e-08  1.539498e-07  2.946282e-07  3.541539e-07
[39,]  1.126259e-10  3.694613e-09  4.111640e-08  1.653297e-07  2.977710e-07
[40,]  1.516054e-12  1.386161e-10  4.236877e-09  4.394697e-08  1.655233e-07
[41,]  7.248033e-15  1.853330e-12  1.579132e-10  4.498510e-09  4.355333e-08
[42,]  1.229732e-17  8.800144e-15  2.097005e-12  1.665167e-10  4.422556e-09
[43,]  7.403071e-21  1.482877e-17  9.889244e-15  2.196115e-12  1.625323e-10
[44,]  1.581279e-24  8.866041e-21  1.655015e-17  1.028582e-14  2.128733e-12
[45,]  1.198388e-28  1.880831e-24  9.827661e-21  1.709623e-17  9.901902e-15
[46,]  3.222388e-33  1.415671e-28  2.070589e-24  1.008258e-20  1.634561e-17
[47,]  3.074326e-38  3.780649e-33  1.547854e-28  2.109789e-24  9.574049e-21
[48,]  1.040677e-43  3.582320e-38  4.105441e-33  1.566393e-28  1.989702e-24
[49,]  1.249881e-49  1.204340e-43  3.863465e-38  4.126198e-33  1.467133e-28
[50,]  5.326208e-56  1.436582e-49  1.290002e-43  3.856516e-38  3.838367e-33
              [,31]         [,32]         [,33]         [,34]         [,35]
 [1,] 4.239514e-165 1.546251e-177 1.877547e-190 7.589709e-204 1.021477e-217
 [2,] 1.452378e-153 1.482777e-165 5.039860e-178 5.702764e-191 2.148429e-204
 [3,] 1.765326e-142 5.044899e-154 4.799840e-166 1.520289e-178 1.603220e-191
 [4,] 7.613108e-132 6.090053e-143 1.621911e-154 1.437999e-166 4.244801e-179
 [5,] 1.164930e-121 2.608500e-132 1.944593e-143 4.826063e-155 3.987711e-167
 [6,] 6.324474e-112 3.964124e-122 8.272121e-133 5.746637e-144 1.329157e-155
 [7,] 1.218250e-102 2.137425e-112 1.248510e-122 2.427847e-133 1.571865e-144
 [8,]  8.326152e-94 4.089126e-103 6.685956e-113 3.639362e-123 6.595549e-134
 [9,]  2.019034e-85  2.775630e-94 1.270359e-103 1.935622e-113 9.819246e-124
[10,]  1.737139e-77  6.684735e-86  8.564079e-95 3.652645e-104 5.186767e-114
[11,]  5.302931e-70  5.712121e-78  2.048451e-86  2.445597e-95 9.720887e-105
[12,]  5.743667e-63  1.731819e-70  1.738451e-78  5.809706e-87  6.464082e-96
[13,]  2.207265e-56  1.862942e-63  5.234691e-71  4.896834e-79  1.525105e-87
[14,]  3.009609e-50  7.110279e-57  5.592551e-64  1.464424e-71  1.276682e-79
[15,]  1.455991e-44  9.628682e-51  2.119932e-57  1.553858e-64  3.791920e-72
[16,]  2.499186e-39  4.626351e-45  2.851186e-51  5.849884e-58  3.996013e-65
[17,]  1.522055e-34  7.886819e-40  1.360569e-45  7.814025e-52  1.494123e-58
[18,]  3.288930e-30  4.770424e-35  2.303600e-40  3.703342e-46  1.982152e-52
[19,]  2.521589e-26  1.023772e-30  1.383832e-35  6.227335e-41  9.329898e-47
[20,]  6.859851e-23  7.795608e-27  2.949548e-31  3.715395e-36  1.558156e-41
[21,]  6.623437e-20  2.106324e-23  2.230642e-27  7.865088e-32  9.232924e-37
[22,]  2.272574e-17  2.020071e-20  5.986032e-24  5.907479e-28  1.941146e-32
[23,]  2.788402e-15  6.888163e-18  5.702676e-21  1.574547e-24  1.448057e-28
[24,]  1.264144e-13  8.427486e-16  1.933437e-18  1.490254e-21  3.833582e-25
[25,]  2.508007e-12  3.917914e-14  2.373253e-16  5.033548e-19  3.606923e-22
[26,]  3.882063e-11  9.983285e-13  1.226406e-14  6.384949e-17  1.225723e-19
[27,]  6.424913e-10  3.202017e-11  6.061001e-13  4.925312e-15  1.843507e-17
[28,]  6.284544e-09  8.401665e-10  3.839558e-11  6.039051e-13  3.439412e-15
[29,]  2.572702e-08  9.402284e-09  1.193116e-09  5.075279e-11  7.236556e-13
[30,]  4.500242e-08  3.910130e-08  1.377461e-08  1.637651e-09  6.494253e-11
[31,]  6.858946e-08  6.211371e-08  5.715086e-08  1.895278e-08  2.102491e-09
[32,]  1.611985e-07  6.181912e-08  8.681263e-08  7.821902e-08  2.423338e-08
[33,]  3.117450e-07  1.104994e-07  6.364755e-08  1.165086e-07  9.953599e-08
[34,]  5.020540e-07  2.186125e-07  7.440438e-08  7.211259e-08  1.472165e-07
[35,]  6.415295e-07  3.743656e-07  1.467724e-07  5.115692e-08  8.465989e-08
[36,]  6.136697e-07  4.909173e-07  2.678266e-07  9.454457e-08  3.812867e-08
[37,]  4.685445e-07  4.907204e-07  3.642121e-07  1.835779e-07  5.868754e-08
[38,]  3.511207e-07  3.925545e-07  3.908716e-07  2.626716e-07  1.203549e-07
[39,]  3.416537e-07  3.132432e-07  3.308806e-07  3.101540e-07  1.844883e-07
[40,]  2.862708e-07  3.232427e-07  2.794614e-07  2.786528e-07  2.436246e-07
[41,]  1.547693e-07  2.630096e-07  2.998100e-07  2.472300e-07  2.313400e-07
[42,]  4.004171e-08  1.354890e-07  2.318923e-07  2.712627e-07  2.139974e-07
[43,]  4.026368e-09  3.417634e-08  1.114065e-07  1.967412e-07  2.374229e-07
[44,]  1.468510e-10  3.395232e-09  2.710940e-08  8.637643e-08  1.606814e-07
[45,]  1.909860e-12  1.228256e-10  2.652515e-09  2.001409e-08  6.342213e-08
[46,]  8.822728e-15  1.585991e-12  9.510491e-11  1.920645e-09  1.377973e-08
[47,]  1.446452e-17  7.276008e-15  1.219058e-12  6.818040e-11  1.289664e-09
[48,]  8.414391e-21  1.184709e-17  5.553812e-15  8.673284e-13  4.526033e-11
[49,]  1.736741e-24  6.844617e-21  8.980881e-18  3.923704e-15  5.712015e-13
[50,]  1.271873e-28  1.403098e-24  5.153237e-21  6.301333e-18  2.565764e-15
              [,36]         [,37]         [,38]         [,39]         [,40]
 [1,] 4.576717e-232 6.827322e-247 3.390524e-262 5.606037e-278 3.085971e-294
 [2,] 2.694505e-218 1.125142e-232 1.564071e-247 7.238985e-263 1.115438e-278
 [3,] 5.628383e-205 6.578752e-219 2.559912e-233 3.316482e-248 1.430465e-263
 [4,] 4.171383e-192 1.364808e-205 1.486570e-219 5.391003e-234 6.508795e-249
 [5,] 1.096931e-179 1.004622e-192 3.063015e-206 3.109319e-220 1.050820e-234
 [6,] 1.023444e-167 2.623731e-180 2.239229e-193 6.362773e-207 6.019233e-221
 [7,] 3.387940e-156 2.431210e-168 5.808097e-181 4.619696e-194 1.223319e-207
 [8,] 3.979274e-145 7.993231e-157 5.345230e-169 1.190084e-181 8.821363e-195
 [9,] 1.658302e-134 9.324248e-146 1.745381e-157 1.087761e-169 2.256957e-182
[10,] 2.451967e-124 3.859195e-135 2.022115e-146 3.527610e-158 2.048812e-170
[11,] 1.286342e-114 5.667220e-125 8.312116e-136 4.058991e-147 6.598898e-159
[12,] 2.394362e-105 2.952808e-115 1.212298e-125 1.657095e-136 7.541063e-148
[13,]  1.581304e-96 5.458741e-106 6.273343e-116 2.400320e-126 3.057636e-137
[14,]  3.705363e-88  3.580466e-97 1.151804e-106 1.233617e-116 4.398744e-127
[15,]  3.080630e-80  8.332593e-89  7.503290e-98 2.249496e-107 2.245253e-117
[16,]  9.087404e-73  6.880378e-81  1.734269e-89  1.455397e-98 4.066245e-108
[17,]  9.511120e-66  2.015746e-73  1.422239e-81  3.340946e-90  2.612842e-99
[18,]  3.531954e-59  2.095323e-66  4.138282e-74  2.721127e-82  5.956954e-91
[19,]  4.653580e-53  7.727779e-60  4.272245e-67  7.863510e-75  4.818629e-83
[20,]  2.175473e-47  1.011237e-53  1.564901e-60  8.062672e-68  1.382986e-75
[21,]  3.608395e-42  4.695103e-48  2.033817e-54  2.933160e-61  1.408337e-68
[22,]  2.123550e-37  7.734358e-43  9.378277e-49  3.785982e-55  5.088396e-62
[23,]  4.434116e-33  4.520604e-38  1.534357e-43  1.733857e-49  6.522996e-56
[24,]  3.285287e-29  9.375003e-34  8.906926e-39  2.817376e-44  2.966950e-50
[25,]  8.640472e-26  6.899150e-30  1.834572e-34  1.624310e-39  4.788082e-45
[26,]  8.107441e-23  1.804481e-26  1.341423e-30  3.323226e-35  2.741771e-40
[27,]  2.916160e-20  1.717535e-23  3.508459e-27  2.418614e-31  5.575066e-36
[28,]  7.893844e-18  8.142182e-21  3.692547e-24  6.516510e-28  4.078151e-32
[29,]  3.497084e-15  5.920533e-18  3.802687e-21  1.047319e-24  1.304822e-28
[30,]  8.586055e-13  3.792110e-15  5.632269e-18  2.869673e-21  5.289304e-25
[31,]  7.770626e-11  9.565425e-13  3.922885e-15  5.366322e-18  2.457918e-21
[32,]  2.505111e-09  8.626613e-11  9.893285e-13  3.778380e-15  4.806217e-18
[33,]  2.872827e-08  2.765599e-09  8.871092e-11  9.478098e-13  3.372424e-15
[34,]  1.176372e-07  3.157581e-08  2.828783e-09  8.448820e-11  8.408074e-13
[35,]  1.742646e-07  1.292777e-07  3.220751e-08  2.682256e-09  7.454684e-11
[36,]  9.872204e-08  1.936199e-07  1.324849e-07  3.054323e-08  2.360332e-09
[37,]  3.266280e-08  1.124715e-07  2.032498e-07  1.272419e-07  2.701431e-08
[38,]  3.551272e-08  3.267166e-08  1.253596e-07  2.037804e-07  1.154339e-07
[39,]  7.535368e-08  2.160981e-08  3.684411e-08  1.380520e-07  1.979993e-07
[40,]  1.261906e-07  4.502108e-08  1.418365e-08  4.444766e-08  1.516400e-07
[41,]  1.873193e-07  8.386375e-08  2.570202e-08  1.110490e-08  5.484513e-08
[42,]  1.863898e-07  1.391581e-07  5.390473e-08  1.410635e-08  1.079538e-08
[43,]  1.786369e-07  1.436820e-07  9.869331e-08  3.330779e-08  7.570870e-09
[44,]  1.990873e-07  1.420144e-07  1.048100e-07  6.618390e-08  1.965492e-08
[45,]  1.260539e-07  1.584932e-07  1.064997e-07  7.178815e-08  4.167333e-08
[46,]  4.429099e-08  9.458452e-08  1.189002e-07  7.483987e-08  4.593228e-08
[47,]  8.871020e-09  2.952373e-08  6.751534e-08  8.358262e-08  4.906563e-08
[48,]  8.036806e-10  5.357618e-09  1.882459e-08  4.558879e-08  5.483639e-08
[49,]  2.782644e-11  4.653025e-10  3.047536e-09  1.148254e-08  2.897028e-08
[50,]  3.482286e-13  1.584896e-11  2.506561e-10  1.639834e-09  6.687856e-09
              [,41]         [,42]         [,43]         [,44]         [,45]
 [1,] 5.655168e-311  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00
 [2,] 5.721789e-295 9.772203e-312  0.000000e+00  0.000000e+00  0.000000e+00
 [3,] 2.053978e-279 9.819468e-296 1.562780e-312  0.000000e+00  0.000000e+00
 [4,] 2.616083e-264 3.500865e-280 1.559615e-296 2.313311e-313  0.000000e+00
 [5,] 1.182257e-249 4.428613e-265 5.522587e-281 2.292932e-297 3.169254e-314
 [6,] 1.895647e-235 1.987673e-250 6.938287e-266 8.063666e-282 3.119831e-298
 [7,] 1.078421e-221 3.165245e-236 3.092766e-251 1.006141e-266 1.089657e-282
 [8,] 2.176791e-208 1.788412e-222 4.891475e-237 4.454341e-252 1.350352e-267
 [9,] 1.558967e-195 3.585250e-209 2.744885e-223 6.996802e-238 5.937389e-253
[10,] 3.961397e-183 2.550132e-196 5.465124e-210 3.899484e-224 9.262657e-239
[11,] 3.571495e-171 6.435706e-184 3.860699e-197 7.710895e-211 5.127028e-225
[12,] 1.142467e-159 5.762640e-172 9.676623e-185 5.409964e-198 1.006903e-211
[13,] 1.296670e-148 1.830792e-160 8.605456e-173 1.346717e-185 7.016203e-199
[14,] 5.221615e-138 2.063697e-149 2.715272e-161 1.189453e-173 1.734625e-186
[15,] 7.460604e-128 8.253668e-139 3.039812e-150 3.727456e-162 1.521610e-174
[16,] 3.782115e-118 1.171223e-128 1.207457e-139 4.144472e-151 4.735793e-163
[17,] 6.802787e-109 5.896895e-119 1.701720e-129 1.634999e-140 5.229660e-152
[18,] 4.341407e-100 1.053413e-109 8.509345e-120 2.288533e-130 2.049018e-141
[19,]  9.830194e-92 6.676701e-101 1.509703e-110 1.136539e-120 2.848427e-131
[20,]  7.897487e-84  1.501483e-92 9.503482e-102 2.002660e-111 1.404949e-121
[21,]  2.251181e-76  1.198047e-84  2.122604e-93 1.252060e-102 2.458733e-112
[22,]  2.276759e-69  3.391659e-77  1.682052e-85  2.777330e-94 1.526672e-103
[23,]  8.169879e-63  3.406766e-70  4.729355e-78  2.185855e-86  3.363351e-95
[24,]  1.040187e-56  1.214143e-63  4.718047e-71  6.103988e-79  2.629040e-87
[25,]  4.698873e-51  1.535266e-57  1.669968e-64  6.047711e-72  7.291332e-80
[26,]  7.531465e-46  6.888046e-52  2.097257e-58  2.126014e-65  7.174878e-73
[27,]  4.284207e-41  1.096569e-46  9.345403e-53  2.651771e-59  2.505039e-66
[28,]  8.685179e-37  6.202673e-42  1.478173e-47  1.173683e-53  3.103240e-60
[29,]  6.722799e-33  1.275419e-37  8.361051e-43  1.847832e-48  1.365117e-54
[30,]  3.925330e-29  1.305699e-33  1.902898e-38  1.077058e-43  2.160441e-49
[31,]  3.813324e-25  2.071247e-29  4.263544e-34  3.758424e-39  1.498115e-44
[32,]  2.037603e-21  2.885257e-25  1.373654e-29  2.242599e-34  1.323367e-39
[33,]  3.995837e-18  1.576679e-21  2.072529e-25  9.086603e-30  1.333772e-34
[34,]  2.787127e-15  3.076759e-18  1.131005e-21  1.384430e-25  5.644052e-30
[35,]  6.907547e-13  2.132716e-15  2.193344e-18  7.512054e-22  8.567250e-26
[36,]  6.097656e-11  5.257377e-13  1.511330e-15  1.447688e-18  4.619155e-22
[37,]  1.931326e-09  4.629163e-11  3.709660e-13  9.922359e-16  8.849117e-19
[38,]  2.239931e-08  1.474199e-09  3.268222e-11  2.429639e-13  6.039666e-16
[39,]  1.000632e-07  1.755276e-08  1.055301e-09  2.152978e-11  1.480068e-13
[40,]  1.893829e-07  8.412244e-08  1.315281e-08  7.143440e-10  1.330610e-11
[41,]  1.664490e-07  1.804140e-07  6.967153e-08  9.566965e-09  4.627342e-10
[42,]  6.696584e-08  1.811017e-07  1.715893e-07  5.749391e-08  6.860948e-09
[43,]  1.205549e-08  7.902122e-08  1.924659e-07  1.616072e-07  4.735775e-08
[44,]  4.129836e-09  1.392004e-08  8.866830e-08  1.966615e-07  1.485212e-07
[45,]  1.100846e-08  2.446893e-09  1.559579e-08  9.360919e-08  1.906819e-07
[46,]  2.451899e-08  5.822710e-09  1.678862e-09  1.648643e-08  9.236475e-08
[47,]  2.736323e-08  1.343632e-08  2.898938e-09  1.331155e-09  1.626087e-08
[48,]  2.992671e-08  1.514620e-08  6.843365e-09  1.357595e-09  1.137948e-09
[49,]  3.348445e-08  1.695148e-08  7.779821e-09  3.234989e-09  6.001894e-10
[50,]  1.725111e-08  1.899468e-08  8.907212e-09  3.705284e-09  1.418100e-09
              [,46]         [,47]         [,48]         [,49]         [,50]
 [1,]  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00
 [2,]  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00
 [3,]  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00
 [4,]  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00
 [5,]  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00
 [6,] 4.018871e-315  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00
 [7,] 3.929111e-299 4.716781e-316  0.000000e+00  0.000000e+00  0.000000e+00
 [8,] 1.362960e-283 4.580010e-300 5.123849e-317  0.000000e+00  0.000000e+00
 [9,] 1.677504e-268 1.577897e-284 4.941289e-301 5.150980e-318  0.000000e+00
[10,] 7.325470e-254 1.928778e-269 1.690736e-285 4.933537e-302 4.793425e-319
[11,] 1.135004e-239 8.365189e-255 2.052584e-270 1.676552e-286 4.559677e-303
[12,] 6.239519e-226 1.287245e-240 8.841342e-256 2.021471e-271 1.538921e-287
[13,] 1.217019e-212 7.028119e-227 1.351225e-241 8.647893e-257 1.842854e-272
[14,] 8.422332e-200 1.361463e-213 7.327001e-228 1.312629e-242 7.829866e-258
[15,] 2.068054e-187 9.357660e-201 1.409676e-214 7.069169e-229 1.180354e-243
[16,] 1.801702e-175 2.282023e-188 9.622854e-202 1.350785e-215 6.313382e-230
[17,] 5.569234e-164 1.974533e-176 2.330666e-189 9.157894e-203 1.198128e-216
[18,] 6.108007e-153 6.061779e-165 2.002846e-177 2.202908e-190 8.067441e-204
[19,] 2.376788e-142 6.602716e-154 6.106630e-166 1.880112e-178 1.927323e-191
[20,] 3.281539e-132 2.551770e-143 6.606209e-155 5.693347e-167 1.633693e-179
[21,] 1.607535e-122 3.499100e-133 2.535707e-144 6.117133e-156 4.913405e-168
[22,] 2.794001e-113 1.702370e-123 3.453252e-134 2.331901e-145 5.242958e-157
[23,] 1.722997e-104 2.938620e-114 1.668589e-124 3.154019e-135 1.985007e-146
[24,]  3.770000e-96 1.799834e-105 2.860686e-115 1.513626e-125 2.666542e-136
[25,]  2.926730e-88  3.911156e-97 1.740101e-106 2.577248e-116 1.270918e-126
[26,]  8.061617e-81  3.015621e-89  3.755589e-98 1.557016e-107 2.149247e-117
[27,]  7.878676e-74  8.249724e-82  2.875892e-90  3.337499e-99 1.289574e-108
[28,]  2.731937e-67  8.007250e-75  7.813511e-83  2.538207e-91 2.745259e-100
[29,]  3.362047e-61  2.757828e-68  7.532446e-76  6.849234e-84  2.073612e-92
[30,]  1.474586e-55  3.374936e-62  2.577607e-69  6.558614e-77  5.557550e-85
[31,]  2.471072e-50  1.501700e-56  3.154439e-63  2.233928e-70  5.288999e-78
[32,]  3.140103e-45  3.337323e-51  1.555408e-57  2.818477e-64  1.811193e-71
[33,]  6.630000e-40  1.153186e-45  7.592940e-52  2.138322e-58  2.723645e-65
[34,]  7.668547e-35  3.479850e-40  5.308699e-46  2.776162e-52  5.243227e-59
[35,]  3.253427e-30  4.114274e-35  1.733246e-40  2.435291e-46  1.145484e-52
[36,]  4.908298e-26  1.736717e-30  2.046156e-35  8.027178e-41  1.048791e-46
[37,]  2.629798e-22  2.603294e-26  8.582480e-31  9.421690e-36  3.443873e-41
[38,]  5.011495e-19  1.386584e-22  1.278435e-26  3.926388e-31  4.016025e-36
[39,]  3.412644e-16  2.631474e-19  6.773740e-23  5.814346e-27  1.663165e-31
[40,]  8.414829e-14  1.793771e-16  1.282786e-19  3.068294e-23  2.450157e-27
[41,]  7.780680e-12  4.490118e-14  8.801875e-17  5.817947e-20  1.290402e-23
[42,]  2.912239e-10  4.357268e-12  2.268191e-14  4.055101e-17  2.463920e-20
[43,]  4.904380e-09  1.808499e-10  2.372859e-12  1.098170e-14  1.769665e-17
[44,]  3.860153e-08  3.498549e-09  1.119835e-10  1.276025e-12  5.174971e-15
[45,]  1.311231e-07  3.067511e-08  2.467875e-09  6.917984e-11  6.844309e-13
[46,]  1.737924e-07  1.097790e-07  2.339797e-08  1.695654e-09  4.222939e-11
[47,]  8.483591e-08  1.479805e-07  8.635872e-08  1.691430e-08  1.117411e-09
[48,]  1.489755e-08  7.236004e-08  1.172655e-07  6.344968e-08  1.148413e-08
[49,]  9.754053e-10  1.265386e-08  5.723406e-08  8.628437e-08  4.337848e-08
[50,]  2.533015e-10  8.024298e-10  9.956393e-09  4.194625e-08  5.887123e-08

> 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  
    42091.3        178.4  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7ui8f1226430650.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] 1081.403 1114.693 1147.983 1181.272 1214.562 1247.852 1281.141 1314.431
 [9] 1347.721 1381.010 1414.300 1447.590 1480.879 1514.169 1547.459 1580.748
[17] 1614.038 1647.328 1680.617 1713.907 1747.197 1780.486 1813.776 1847.066
[25] 1880.355 1913.645 1946.934 1980.224 2013.514 2046.803 2080.093 2113.383
[33] 2146.672 2179.962 2213.252 2246.541 2279.831 2313.121 2346.410 2379.700
[41] 2412.990 2446.279 2479.569 2512.859 2546.148 2579.438 2612.728 2646.017
[49] 2679.307 2712.597

$yords
 [1] 400447.2 411933.7 423420.1 434906.5 446393.0 457879.4 469365.9 480852.3
 [9] 492338.7 503825.2 515311.6 526798.1 538284.5 549770.9 561257.4 572743.8
[17] 584230.3 595716.7 607203.1 618689.6 630176.0 641662.5 653148.9 664635.3
[25] 676121.8 687608.2 699094.7 710581.1 722067.5 733554.0 745040.4 756526.9
[33] 768013.3 779499.7 790986.2 802472.6 813959.1 825445.5 836931.9 848418.4
[41] 859904.8 871391.3 882877.7 894364.1 905850.6 917337.0 928823.5 940309.9
[49] 951796.3 963282.8

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  8.880711e-08  1.194357e-07  1.333347e-07  1.257755e-07  1.002322e-07
 [2,]  8.363287e-08  1.393991e-07  1.910029e-07  2.193057e-07  2.146873e-07
 [3,]  6.465761e-08  1.206087e-07  1.975413e-07  2.733760e-07  3.220459e-07
 [4,]  6.204803e-08  1.003136e-07  1.659507e-07  2.581158e-07  3.547347e-07
 [5,]  7.647562e-08  1.131464e-07  1.590444e-07  2.271548e-07  3.219207e-07
 [6,]  8.003081e-08  1.382041e-07  1.979649e-07  2.546153e-07  3.185638e-07
 [7,]  5.942102e-08  1.311939e-07  2.281507e-07  3.238964e-07  3.986663e-07
 [8,]  3.243150e-08  8.923181e-08  1.966812e-07  3.443411e-07  4.897627e-07
 [9,]  1.598004e-08  4.824730e-08  1.259908e-07  2.729962e-07  4.785904e-07
[10,]  8.087807e-09  2.570151e-08  7.048155e-08  1.707310e-07  3.565622e-07
[11,]  3.415093e-09  1.315774e-08  3.994493e-08  1.012183e-07  2.255288e-07
[12,]  9.721763e-10  5.041960e-09  1.956180e-08  5.836711e-08  1.406157e-07
[13,]  1.724269e-10  1.246726e-09  6.631509e-09  2.619276e-08  7.835788e-08
[14,]  1.870060e-11  1.901691e-10  1.416121e-09  7.746624e-09  3.134524e-08
[15,]  1.247862e-12  1.781846e-11  1.863352e-10  1.428229e-09  8.042612e-09
[16,]  5.375327e-14  1.058968e-12  1.537513e-11  1.642622e-10  1.290816e-09
[17,]  1.766386e-15  4.542755e-14  8.755873e-13  1.260274e-11  1.350019e-10
[18,]  5.773216e-17  1.837164e-15  4.399093e-14  7.954180e-13  1.087760e-11
[19,]  1.811559e-18  7.489746e-17  2.285523e-15  5.175426e-14  8.753378e-13
[20,]  4.163367e-20  2.373888e-18  9.881756e-17  3.009037e-15  6.722099e-14
[21,]  6.077063e-22  4.880680e-20  2.852872e-18  1.214338e-16  3.767204e-15
[22,]  5.414228e-24  6.156837e-22  5.091745e-20  3.062908e-18  1.340474e-16
[23,]  2.917346e-26  4.702851e-24  5.512414e-22  4.698458e-20  2.912236e-18
[24,]  9.487721e-29  2.168736e-26  3.604438e-24  4.355799e-22  3.827372e-20
[25,]  1.861495e-31  6.034015e-29  1.422103e-26  2.436944e-24  3.036309e-22
[26,]  2.203143e-34  1.012731e-31  3.384729e-29  8.225090e-27  1.453241e-24
[27,]  1.572875e-37  1.025309e-34  4.859510e-32  1.674621e-29  4.195841e-27
[28,]  6.773511e-41  6.261580e-38  4.208532e-35  2.056666e-32  7.307592e-30
[29,]  1.759549e-44  2.306647e-41  2.198555e-38  1.523631e-35  7.677139e-33
[30,]  2.757120e-48  5.125606e-45  6.928046e-42  6.808682e-39  4.865101e-36
[31,]  2.606007e-52  6.870288e-49  1.316892e-45  1.835322e-42  1.859733e-39
[32,]  1.485812e-56  5.554860e-53  1.509933e-49  2.984212e-46  4.288225e-43
[33,]  5.109982e-61  2.709183e-57  1.044318e-53  2.926943e-50  5.964467e-47
[34,]  1.060088e-65  7.970228e-62  4.356869e-58  1.731673e-54  5.004180e-51
[35,]  1.326575e-70  1.414393e-66  1.096437e-62  6.179948e-59  2.532569e-55
[36,]  1.001356e-75  1.514038e-71  1.664407e-67  1.330365e-63  7.731374e-60
[37,]  4.559449e-81  9.776210e-77  1.524063e-72  1.727523e-68  1.423703e-64
[38,]  1.252286e-86  3.807776e-82  8.418083e-78  1.353144e-73  1.581427e-69
[39,]  2.074730e-92  8.946214e-88  2.804728e-83  6.393393e-79  1.059611e-74
[40,]  2.073418e-98  1.267870e-93  5.636843e-89  1.822162e-84  4.282653e-80
[41,] 1.249914e-104  1.083873e-99  6.833626e-95  3.132679e-90  1.044141e-85
[42,] 4.545109e-111 5.589302e-106 4.997471e-101  3.248974e-96  1.535830e-91
[43,] 9.970061e-118 1.738799e-112 2.205009e-107 2.033465e-102  1.363926e-97
[44,] 1.319603e-124 3.264863e-119 5.875767e-114 7.696195e-109 7.343846e-104
[45,] 1.055252e-131 3.710093e-126 9.508890e-121 1.781519e-115 2.452966e-110
[46,] 5.136192e-139 2.590134e-133 9.631375e-128 2.675779e-122 5.679071e-117
[47,] 1.582841e-146 1.199032e-140 7.020090e-135 3.285468e-129 1.262935e-123
[48,] 3.671230e-154 4.826045e-148 5.234787e-142 4.643057e-136 3.266858e-130
[49,] 9.213817e-162 2.278599e-155 4.409726e-149 6.481443e-143 7.091598e-137
[50,] 2.497648e-169 9.958778e-163 2.939922e-156 6.368663e-150 1.007693e-143
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  6.666155e-08  3.674703e-08  1.708644e-08  7.033445e-09  2.677513e-09
 [2,]  1.790417e-07  1.254861e-07  7.346366e-08  3.672340e-08  1.648737e-08
 [3,]  3.273825e-07  2.862605e-07  2.119163e-07  1.321101e-07  7.120354e-08
 [4,]  4.260141e-07  4.492033e-07  4.121994e-07  3.227916e-07  2.146732e-07
 [5,]  4.272495e-07  5.159264e-07  5.612539e-07  5.395573e-07  4.467460e-07
 [6,]  4.004209e-07  4.958335e-07  5.878074e-07  6.509833e-07  6.509083e-07
 [7,]  4.565158e-07  5.136090e-07  5.802044e-07  6.551911e-07  7.210108e-07
 [8,]  5.934297e-07  6.501716e-07  6.802094e-07  7.066724e-07  7.445628e-07
 [9,]  6.841842e-07  8.279660e-07  8.943031e-07  9.062926e-07  8.941013e-07
[10,]  6.198713e-07  8.894871e-07  1.081605e-06  1.169995e-06  1.180464e-06
[11,]  4.457726e-07  7.589612e-07  1.088528e-06  1.332078e-06  1.452310e-06
[12,]  2.911944e-07  5.400542e-07  8.901158e-07  1.268625e-06  1.560963e-06
[13,]  1.845125e-07  3.632569e-07  6.354043e-07  1.007690e-06  1.419267e-06
[14,]  9.522151e-08  2.238604e-07  4.295782e-07  7.199841e-07  1.100881e-06
[15,]  3.345354e-08  1.040101e-07  2.477502e-07  4.733818e-07  7.754092e-07
[16,]  7.470506e-09  3.197489e-08  1.022123e-07  2.491519e-07  4.818322e-07
[17,]  1.073673e-09  6.335695e-09  2.780756e-08  9.149026e-08  2.296483e-07
[18,]  1.124667e-10  8.777788e-10  5.164127e-09  2.291556e-08  7.710467e-08
[19,]  1.113898e-11  1.074362e-10  7.905633e-10  4.461539e-09  1.939720e-08
[20,]  1.106453e-12  1.350192e-11  1.232066e-10  8.503556e-10  4.501678e-09
[21,]  8.529470e-14  1.412591e-12  1.717453e-11  1.542082e-10  1.032355e-09
[22,]  4.269934e-15  9.906527e-14  1.676025e-12  2.072115e-11  1.879084e-10
[23,]  1.312850e-16  4.305409e-15  1.027533e-13  1.785944e-12  2.263595e-11
[24,]  2.445452e-18  1.136248e-16  3.839736e-15  9.439527e-14  1.688954e-12
[25,]  2.750704e-20  1.811960e-18  8.679222e-17  3.023279e-15  7.659686e-14
[26,]  1.866909e-22  1.743810e-20  1.184331e-18  5.848690e-17  2.100295e-15
[27,]  7.643756e-25  1.012463e-22  9.750780e-21  6.827974e-19  3.476522e-17
[28,]  1.887857e-27  3.546065e-25  4.842927e-23  4.809000e-21  3.472075e-19
[29,]  2.812568e-30  7.491840e-28  1.450963e-25  2.043182e-23  2.091898e-21
[30,]  2.527579e-33  9.547713e-31  2.622259e-28  5.236415e-26  7.602793e-24
[31,]  1.370166e-36  7.339679e-34  2.858661e-31  8.095245e-29  1.666776e-26
[32,]  4.480326e-40  3.403480e-37  1.879829e-34  7.549098e-32  2.204202e-29
[33,]  8.837174e-44  9.519993e-41  7.456609e-38  4.246466e-35  1.758301e-32
[34,]  1.051440e-47  1.606265e-44  1.784151e-41  1.440879e-38  8.460626e-36
[35,]  7.546096e-52  1.634801e-48  2.575069e-45  2.949134e-42  2.455721e-39
[36,]  3.266837e-56  1.003644e-52  2.241885e-49  3.641066e-46  4.299547e-43
[37,]  8.530995e-61  3.716735e-57  1.177349e-53  2.711628e-50  4.540818e-47
[38,]  1.343814e-65  8.302540e-62  3.729619e-58  1.218148e-54  2.892778e-51
[39,]  1.276870e-70  1.118740e-66  7.126798e-63  3.300989e-59  1.111675e-55
[40,]  7.318562e-76  9.093349e-72  8.215064e-68  5.396289e-64  2.577447e-60
[41,]  2.530451e-81  4.459013e-77  5.713520e-73  5.323997e-69  3.608527e-65
[42,]  5.279371e-87  1.319833e-82  2.400360e-78  3.177645e-74  3.065594e-70
[43,]  6.656530e-93  2.365577e-88  6.131069e-84  1.162548e-79  1.622751e-75
[44,]  5.115822e-99  2.612404e-94  9.857956e-90  2.789855e-85  6.068018e-81
[45,] 2.507998e-105 1.939409e-100  1.166963e-95  5.651613e-91  2.254903e-86
[46,] 9.505124e-112 1.295434e-106 1.457633e-101  1.334179e-96  9.617558e-92
[47,] 3.997724e-118 1.017329e-112 2.011900e-107 3.006601e-102  3.334663e-97
[48,] 1.764610e-124 7.143670e-119 2.136099e-113 4.681253e-108 7.488533e-103
[49,] 5.710179e-131 3.363413e-125 1.444661e-119 4.518209e-114 1.028152e-108
[50,] 1.161892e-137 9.751732e-132 5.953764e-126 2.643604e-120 8.535681e-115
              [,11]         [,12]        [,13]        [,14]        [,15]
 [1,]  9.230644e-10  2.672169e-10 6.060126e-11 1.034948e-11 1.307752e-12
 [2,]  6.863874e-09  2.550119e-09 7.815228e-10 1.856212e-10 3.306438e-11
 [3,]  3.489159e-08  1.582959e-08 6.309229e-09 2.042950e-09 5.086689e-10
 [4,]  1.249477e-07  6.676893e-08 3.288247e-08 1.401554e-08 4.795132e-09
 [5,]  3.169741e-07  1.991798e-07 1.158096e-07 6.170147e-08 2.809125e-08
 [6,]  5.673672e-07  4.282257e-07 2.897742e-07 1.827618e-07 1.051237e-07
 [7,]  7.376677e-07  6.697143e-07 5.338461e-07 3.870524e-07 2.639635e-07
 [8,]  7.892566e-07  8.043383e-07 7.463420e-07 6.204670e-07 4.783365e-07
 [9,]  8.820466e-07  8.797253e-07 8.651962e-07 7.992552e-07 6.804958e-07
[10,]  1.143195e-06  1.079836e-06 1.010303e-06 9.365276e-07 8.376125e-07
[11,]  1.477917e-06  1.434721e-06 1.329772e-06 1.184978e-06 1.030230e-06
[12,]  1.717101e-06  1.767544e-06 1.734489e-06 1.604877e-06 1.392825e-06
[13,]  1.751792e-06  1.940745e-06 2.015317e-06 1.999577e-06 1.865099e-06
[14,]  1.526911e-06  1.884780e-06 2.096103e-06 2.184883e-06 2.184508e-06
[15,]  1.153193e-06  1.574352e-06 1.937297e-06 2.154602e-06 2.242959e-06
[16,]  7.859099e-07  1.150438e-06 1.548859e-06 1.894312e-06 2.098885e-06
[17,]  4.548947e-07  7.501771e-07 1.093142e-06 1.454644e-06 1.762353e-06
[18,]  1.994360e-07  4.074133e-07 6.862680e-07 1.003048e-06 1.319144e-06
[19,]  6.533613e-08  1.722282e-07 3.618706e-07 6.238914e-07 9.158940e-07
[20,]  1.856504e-08  6.056212e-08 1.584215e-07 3.364488e-07 5.882157e-07
[21,]  5.229446e-09  2.047106e-08 6.356873e-08 1.606633e-07 3.362311e-07
[22,]  1.258244e-09  6.293803e-09 2.397666e-08 7.160676e-08 1.736673e-07
[23,]  2.097242e-10  1.426928e-09 7.190713e-09 2.725904e-08 7.980577e-08
[24,]  2.201320e-11  2.093470e-10 1.457364e-09 7.473305e-09 2.857241e-08
[25,]  1.411941e-12  1.894760e-11 1.853246e-10 1.324232e-09 6.945051e-09
[26,]  5.485171e-14  1.042033e-12 1.440586e-11 1.450550e-10 1.065636e-09
[27,]  1.287122e-15  3.465370e-14 6.785822e-13 9.667483e-12 1.002667e-10
[28,]  1.822724e-17  6.957635e-16 1.931240e-14 3.898478e-13 5.724527e-12
[29,]  1.557265e-19  8.429008e-18 3.317351e-16 9.493505e-15 1.975696e-13
[30,]  8.025974e-22  6.160382e-20 3.438005e-18 1.395088e-16 4.116307e-15
[31,]  2.495220e-24  2.715960e-22 2.149425e-20 1.236826e-18 5.174730e-17
[32,]  4.679415e-27  7.222937e-25 8.106226e-23 6.614660e-21 3.924480e-19
[33,]  5.293498e-30  1.158708e-27 1.844111e-25 2.133943e-23 1.795401e-21
[34,]  3.612115e-33  1.121249e-30 2.530605e-28 4.152682e-26 4.954670e-24
[35,]  1.486783e-36  6.544822e-34 2.094738e-31 4.874648e-29 8.247803e-27
[36,]  3.691485e-40  2.304417e-37 1.045931e-34 3.451652e-32 8.281958e-30
[37,]  5.528696e-44  4.894334e-41 3.150268e-38 1.474301e-35 5.016633e-33
[38,]  4.994784e-48  6.270528e-45 5.723766e-42 3.798912e-39 1.833388e-36
[39,]  2.722124e-52  4.846672e-49 6.274950e-46 5.908270e-43 4.046689e-40
[40,]  8.952308e-57  2.261502e-53 4.156409e-50 5.561482e-47 5.425091e-44
[41,]  1.779820e-61  6.393802e-58 1.675968e-54 3.217166e-51 4.554852e-48
[42,]  2.160473e-66  1.117561e-62 4.282236e-59 1.235860e-55 2.758798e-52
[43,]  1.687185e-71  1.333535e-67 8.259143e-64 4.143716e-60 1.715703e-56
[44,]  1.048356e-76  1.482266e-72 1.728933e-68 1.630639e-64 1.202600e-60
[45,]  7.384864e-82  1.930764e-77 3.897033e-73 5.916621e-69 6.649155e-65
[46,]  5.291236e-87  2.173410e-82 6.580618e-78 1.458686e-73 2.358925e-69
[47,]  2.717532e-92  1.618550e-87 7.027055e-83 2.220993e-78 5.107029e-74
[48,]  8.727107e-98  7.401476e-93 4.566129e-88 2.048599e-83 6.683364e-79
[49,] 1.701761e-103  2.048219e-98 1.792551e-93 1.140686e-88 5.277769e-84
[50,] 2.004041e-109 3.420984e-104 4.246036e-99 3.831784e-94 2.514210e-89
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 1.214920e-13 8.290957e-15 4.165875e-16 1.549246e-17 4.302774e-19
 [2,] 4.357531e-12 4.232528e-13 3.033780e-14 1.612565e-15 6.412331e-17
 [3,] 9.480985e-11 1.309853e-11 1.339777e-12 1.018577e-13 5.803431e-15
 [4,] 1.255358e-09 2.461438e-10 3.591843e-11 3.907645e-12 3.191941e-13
 [5,] 1.017867e-08 2.816742e-09 5.854735e-10 9.114051e-11 1.067651e-11
 [6,] 5.118731e-08 1.973792e-08 5.817008e-09 1.294042e-09 2.173342e-10
 [7,] 1.639032e-07 8.567834e-08 3.539853e-08 1.120778e-08 2.694927e-09
 [8,] 3.517750e-07 2.362545e-07 1.333091e-07 5.945031e-08 2.038551e-08
 [9,] 5.521737e-07 4.368341e-07 3.182716e-07 1.948963e-07 9.436237e-08
[10,] 7.140796e-07 6.018246e-07 5.104122e-07 4.041954e-07 2.694220e-07
[11,] 8.741678e-07 7.285688e-07 6.264845e-07 5.653113e-07 4.856661e-07
[12,] 1.151741e-06 9.232132e-07 7.372458e-07 6.310578e-07 5.960179e-07
[13,] 1.611038e-06 1.300485e-06 9.995903e-07 7.582134e-07 6.261845e-07
[14,] 2.064965e-06 1.809093e-06 1.469395e-06 1.115745e-06 8.117418e-07
[15,] 2.250993e-06 2.164163e-06 1.954176e-06 1.642806e-06 1.274942e-06
[16,] 2.173044e-06 2.182399e-06 2.141094e-06 2.019375e-06 1.795856e-06
[17,] 1.937929e-06 1.989325e-06 1.995658e-06 2.004036e-06 1.993444e-06
[18,] 1.574838e-06 1.710729e-06 1.737275e-06 1.739422e-06 1.791270e-06
[19,] 1.185225e-06 1.381875e-06 1.472562e-06 1.476224e-06 1.475018e-06
[20,] 8.630166e-07 1.091607e-06 1.229180e-06 1.271897e-06 1.254255e-06
[21,] 5.861797e-07 8.537818e-07 1.053326e-06 1.138651e-06 1.132656e-06
[22,] 3.522886e-07 6.040803e-07 8.708626e-07 1.054838e-06 1.101583e-06
[23,] 1.874298e-07 3.677078e-07 6.167070e-07 8.810533e-07 1.060000e-06
[24,] 8.327402e-08 1.918615e-07 3.662110e-07 6.011903e-07 8.539710e-07
[25,] 2.698607e-08 7.912579e-08 1.809541e-07 3.391154e-07 5.475758e-07
[26,] 5.732050e-09 2.274285e-08 6.758189e-08 1.549439e-07 2.881206e-07
[27,] 7.580576e-10 4.189479e-09 1.702740e-08 5.156416e-08 1.195737e-07
[28,] 6.117630e-11 4.763003e-10 2.707938e-09 1.130153e-08 3.504301e-08
[29,] 2.990573e-12 3.293864e-11 2.642229e-10 1.546943e-09 6.644101e-09
[30,] 8.831989e-14 1.378241e-12 1.564854e-11 1.293906e-10 7.809103e-10
[31,] 1.574254e-15 3.482576e-14 5.603249e-13 6.559631e-12 5.593681e-11
[32,] 1.692975e-17 5.310389e-16 1.211286e-14 2.009588e-13 2.426382e-12
[33,] 1.098317e-19 4.885272e-18 1.580024e-16 3.716257e-15 6.358539e-14
[34,] 4.298194e-22 2.711102e-20 1.243385e-18 4.146642e-17 1.005783e-15
[35,] 1.014653e-24 9.075769e-23 5.902594e-21 2.791370e-19 9.599818e-18
[36,] 1.444857e-27 1.832760e-25 1.690380e-23 1.133663e-21 5.529172e-20
[37,] 1.241181e-30 2.232898e-28 2.921093e-26 2.779290e-24 1.923886e-22
[38,] 6.434416e-34 1.642493e-31 3.050737e-29 4.126262e-27 4.070634e-25
[39,] 2.017210e-37 7.325926e-35 1.942429e-32 3.775939e-30 5.425654e-28
[40,] 3.868753e-41 2.027972e-38 7.896370e-36 2.326721e-33 5.338925e-31
[41,] 4.819968e-45 3.899193e-42 2.489500e-39 1.295063e-36 5.562127e-34
[42,] 4.926719e-49 7.229495e-46 8.733105e-43 8.474206e-40 6.385569e-37
[43,] 5.805732e-53 1.557184e-49 3.204110e-46 4.938796e-43 5.621682e-40
[44,] 6.732047e-57 2.804328e-53 8.595129e-50 1.926830e-46 3.149790e-43
[45,] 5.482551e-61 3.301664e-57 1.448831e-53 4.627631e-50 1.075237e-46
[46,] 2.778295e-65 2.381096e-61 1.484302e-57 6.728827e-54 2.218056e-50
[47,] 8.540983e-70 1.038704e-65 9.185031e-62 5.905718e-58 2.760877e-54
[48,] 1.585423e-74 2.734563e-70 3.429338e-66 3.126971e-62 2.073067e-58
[49,] 1.775531e-79 4.342997e-75 7.723706e-71 9.987369e-67 9.389689e-63
[50,] 1.199479e-84 4.160687e-80 1.049329e-75 1.924186e-71 2.565411e-67
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 9.052750e-21 1.472706e-22 1.898310e-24 1.978221e-26 1.674709e-28
 [2,] 1.934010e-18 4.510583e-20 8.319566e-22 1.235815e-23 1.484730e-25
 [3,] 2.510410e-16 8.393436e-18 2.213813e-19 4.682261e-21 7.973175e-23
 [4,] 1.980929e-14 9.492847e-16 3.577629e-17 1.076142e-18 2.594054e-20
 [5,] 9.506861e-13 6.527226e-14 3.511914e-15 1.500607e-16 5.114152e-18
 [6,] 2.776041e-11 2.729123e-12 2.094280e-13 1.269701e-14 6.110678e-16
 [7,] 4.933994e-10 6.939557e-11 7.587261e-12 6.519349e-13 4.425786e-14
 [8,] 5.340183e-09 1.073215e-09 1.669879e-10 2.031361e-11 1.943249e-12
 [9,] 3.522804e-08 1.009600e-08 2.232611e-09 3.841000e-10 5.173003e-11
[10,] 1.419784e-07 5.780276e-08 1.813336e-08 4.407208e-09 8.349493e-10
[11,] 3.521240e-07 2.018019e-07 8.950546e-08 3.068763e-08 8.171551e-09
[12,] 5.510962e-07 4.327406e-07 2.689885e-07 1.297248e-07 4.849868e-08
[13,] 6.003400e-07 5.877776e-07 4.963627e-07 3.336383e-07 1.746523e-07
[14,] 6.280569e-07 5.827279e-07 5.874494e-07 5.281744e-07 3.827567e-07
[15,] 9.134486e-07 6.549896e-07 5.557530e-07 5.518882e-07 5.199938e-07
[16,] 1.463313e-06 1.063906e-06 7.189476e-07 5.358385e-07 4.934640e-07
[17,] 1.899314e-06 1.647485e-06 1.240728e-06 8.156041e-07 5.341199e-07
[18,] 1.886870e-06 1.929874e-06 1.783141e-06 1.401176e-06 9.207780e-07
[19,] 1.556280e-06 1.728468e-06 1.880118e-06 1.832328e-06 1.497716e-06
[20,] 1.250449e-06 1.344733e-06 1.552200e-06 1.760761e-06 1.779449e-06
[21,] 1.092038e-06 1.084120e-06 1.177244e-06 1.381828e-06 1.593288e-06
[22,] 1.050841e-06 9.838321e-07 9.671764e-07 1.048234e-06 1.223669e-06
[23,] 1.087047e-06 1.003761e-06 9.102765e-07 8.789411e-07 9.391637e-07
[24,] 1.032389e-06 1.059609e-06 9.640895e-07 8.516275e-07 8.021364e-07
[25,] 7.772016e-07 9.539513e-07 9.969711e-07 9.120897e-07 7.949416e-07
[26,] 4.616554e-07 6.602497e-07 8.320333e-07 8.991176e-07 8.425232e-07
[27,] 2.233389e-07 3.601960e-07 5.269482e-07 6.921528e-07 7.847861e-07
[28,] 8.292421e-08 1.579612e-07 2.621570e-07 4.021708e-07 5.620238e-07
[29,] 2.119572e-08 5.171573e-08 1.025494e-07 1.808558e-07 3.009049e-07
[30,] 3.460143e-09 1.142467e-08 2.914673e-08 6.189185e-08 1.207713e-07
[31,] 3.484657e-10 1.598287e-09 5.509413e-09 1.499791e-08 3.537598e-08
[32,] 2.135444e-11 1.375870e-10 6.567311e-10 2.395599e-09 7.161409e-09
[33,] 7.921611e-13 7.204078e-12 4.816578e-11 2.413825e-10 9.514866e-10
[34,] 1.775287e-14 2.283830e-13 2.150765e-12 1.500893e-11 8.014177e-11
[35,] 2.401793e-16 4.375938e-15 5.822268e-14 5.701780e-13 4.197948e-12
[36,] 1.961785e-18 5.067768e-17 9.552109e-16 1.321301e-14 1.361722e-13
[37,] 9.696091e-21 3.563478e-19 9.583681e-18 1.900828e-16 2.827777e-15
[38,] 2.938634e-23 1.562585e-21 6.196950e-20 1.873712e-18 4.464502e-17
[39,] 5.850052e-26 4.852012e-24 3.200152e-22 1.729134e-20 7.711305e-19
[40,] 9.868041e-29 1.503075e-26 1.878445e-24 1.872697e-22 1.440305e-20
[41,] 1.941979e-31 5.335594e-29 1.118058e-26 1.748577e-24 2.015342e-22
[42,] 3.634029e-34 1.534440e-31 4.759514e-29 1.078916e-26 1.782730e-24
[43,] 4.689161e-37 2.854920e-34 1.266180e-31 4.086829e-29 9.595139e-27
[44,] 3.749074e-40 3.246809e-37 2.045098e-34 9.367626e-32 3.120018e-29
[45,] 1.816948e-43 2.232656e-40 1.994821e-37 1.295941e-34 6.121385e-32
[46,] 5.316271e-47 9.264853e-44 1.173953e-40 1.081563e-37 7.244871e-35
[47,] 9.384404e-51 2.319292e-47 4.167550e-44 5.444946e-41 5.172288e-38
[48,] 9.992756e-55 3.502234e-51 8.924435e-48 1.653498e-44 2.227422e-41
[49,] 6.418494e-59 3.190091e-55 1.152785e-51 3.028872e-48 5.786145e-45
[50,] 2.486843e-63 1.752783e-59 8.982205e-56 3.346767e-52 9.066578e-49
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 1.135826e-30 6.021662e-33 2.435608e-35 7.379293e-38 1.654709e-40
 [2,] 1.424559e-27 1.067111e-29 6.099367e-32 2.613270e-34 8.293154e-37
 [3,] 1.080992e-24 1.143066e-26 9.226346e-29 5.587414e-31 2.508614e-33
 [4,] 4.963932e-22 7.402488e-24 8.431445e-26 7.213359e-28 4.580296e-30
 [5,] 1.379680e-19 2.898747e-21 4.655506e-23 5.623572e-25 5.048144e-27
 [6,] 2.321498e-17 6.865215e-19 1.553443e-20 2.647817e-22 3.358809e-24
 [7,] 2.365276e-15 9.835525e-17 3.133018e-18 7.530480e-20 1.349259e-21
 [8,] 1.459489e-13 8.525718e-15 3.819889e-16 1.293837e-17 3.272709e-19
 [9,] 5.455088e-12 4.472454e-13 2.816078e-14 1.343161e-15 4.793711e-17
[10,] 1.235247e-10 1.420144e-11 1.255549e-12 8.426404e-14 4.240765e-15
[11,] 1.694800e-09 2.730106e-10 3.386180e-11 3.195226e-12 2.266132e-13
[12,] 1.409153e-08 3.178144e-09 5.525460e-10 7.324716e-11 7.315789e-12
[13,] 7.101850e-08 2.240817e-08 5.456399e-09 1.015312e-09 1.427066e-10
[14,] 2.171243e-07 9.572517e-08 3.261628e-08 8.511852e-09 1.682334e-09
[15,] 4.045638e-07 2.480710e-07 1.180746e-07 4.317035e-08 1.198819e-08
[16,] 4.743210e-07 3.930742e-07 2.593850e-07 1.325441e-07 5.165307e-08
[17,] 4.291839e-07 4.031217e-07 3.505713e-07 2.471633e-07 1.346882e-07
[18,] 5.487987e-07 3.722695e-07 3.224128e-07 2.868086e-07 2.137299e-07
[19,] 9.987133e-07 5.655668e-07 3.272894e-07 2.462696e-07 2.154305e-07
[20,] 1.499010e-06 1.019149e-06 5.667539e-07 2.917001e-07 1.834274e-07
[21,] 1.635793e-06 1.403438e-06 9.726756e-07 5.429688e-07 2.616058e-07
[22,] 1.399046e-06 1.431046e-06 1.237136e-06 8.744823e-07 4.991062e-07
[23,] 1.071633e-06 1.193178e-06 1.199347e-06 1.039479e-06 7.548387e-07
[24,] 8.346785e-07 9.190813e-07 9.861159e-07 9.689417e-07 8.461748e-07
[25,] 7.291635e-07 7.309321e-07 7.677802e-07 7.883386e-07 7.588591e-07
[26,] 7.358527e-07 6.602976e-07 6.337835e-07 6.282962e-07 6.124022e-07
[27,] 7.641041e-07 6.772949e-07 5.992040e-07 5.517779e-07 5.134776e-07
[28,] 6.775988e-07 6.911168e-07 6.253121e-07 5.488921e-07 4.895897e-07
[29,] 4.571203e-07 5.907204e-07 6.315078e-07 5.824392e-07 5.083473e-07
[30,] 2.251537e-07 3.762975e-07 5.203959e-07 5.799484e-07 5.428378e-07
[31,] 7.938544e-08 1.684798e-07 3.084554e-07 4.522754e-07 5.218180e-07
[32,] 1.951630e-08 5.142298e-08 1.232783e-07 2.434959e-07 3.744472e-07
[33,] 3.238224e-09 1.049407e-08 3.226952e-08 8.544671e-08 1.791001e-07
[34,] 3.517639e-10 1.411980e-09 5.467786e-09 1.911789e-08 5.458600e-08
[35,] 2.446596e-11 1.241299e-10 5.998933e-10 2.718106e-09 1.046526e-08
[36,] 1.085125e-12 7.209793e-12 4.398464e-11 2.539890e-10 1.292029e-09
[37,] 3.265320e-14 3.101291e-13 2.585659e-12 1.937594e-11 1.254889e-10
[38,] 8.695648e-16 1.413680e-14 1.900555e-13 2.050651e-12 1.723627e-11
[39,] 2.780731e-17 7.841502e-16 1.679363e-14 2.679907e-13 3.153659e-12
[40,] 8.329026e-19 3.564536e-17 1.119242e-15 2.567049e-14 4.291309e-13
[41,] 1.700357e-20 1.046563e-18 4.691267e-17 1.530227e-15 3.630643e-14
[42,] 2.144394e-22 1.876565e-20 1.194352e-18 5.527752e-17 1.860266e-15
[43,] 1.638315e-24 2.034079e-22 1.836296e-20 1.205351e-18 5.752656e-17
[44,] 7.555920e-27 1.330465e-24 1.703356e-22 1.585602e-20 1.073154e-18
[45,] 2.102341e-29 5.249708e-27 9.531245e-25 1.258200e-22 1.207613e-20
[46,] 3.528549e-32 1.249508e-29 3.217092e-27 6.022456e-25 8.197125e-23
[47,] 3.572386e-35 1.793952e-32 6.550058e-30 1.738862e-27 3.356314e-25
[48,] 2.181665e-38 1.553639e-35 8.044404e-33 3.028473e-30 8.289544e-28
[49,] 8.036829e-42 8.116268e-39 5.959498e-36 3.181627e-33 1.234997e-30
[50,] 1.785865e-45 2.557583e-42 2.663131e-39 2.016239e-36 1.109860e-33
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 2.726184e-43 3.285837e-46 2.890046e-49 1.852232e-52 8.642463e-56
 [2,] 1.934906e-39 3.304158e-42 4.118792e-45 3.741998e-48 2.475423e-51
 [3,] 8.286838e-36 2.004664e-38 3.541309e-41 4.560552e-44 4.277132e-47
 [4,] 2.141715e-32 7.338385e-35 1.836938e-37 3.353066e-40 4.458104e-43
 [5,] 3.340412e-29 1.620884e-31 5.748719e-34 1.487247e-36 2.803146e-39
 [6,] 3.144335e-26 2.160289e-28 1.085435e-30 3.979668e-33 1.063269e-35
 [7,] 1.786386e-23 1.737394e-25 1.236528e-27 6.424522e-30 2.433027e-32
 [8,] 6.125911e-21 8.432014e-23 8.499326e-25 6.257100e-27 3.358633e-29
 [9,] 1.268089e-18 2.469643e-20 3.525011e-22 3.676657e-24 2.797021e-26
[10,] 1.584713e-16 4.365482e-18 8.821622e-20 1.303441e-21 1.405249e-23
[11,] 1.195684e-14 4.657517e-16 1.332193e-17 2.788046e-19 4.259343e-21
[12,] 5.447471e-13 2.999392e-14 1.214053e-15 3.598259e-17 7.788833e-19
[13,] 1.498782e-11 1.166016e-12 6.677040e-14 2.802103e-15 8.593148e-17
[14,] 2.490609e-10 2.736585e-11 2.216323e-12 1.316717e-13 5.719969e-15
[15,] 2.500115e-09 3.877849e-10 4.440321e-11 3.733678e-12 2.297250e-13
[16,] 1.516282e-08 3.318198e-09 5.369854e-10 6.389095e-11 5.566866e-12
[17,] 5.557832e-08 1.714795e-08 3.920288e-09 6.598200e-10 8.139862e-11
[18,] 1.232879e-07 5.354140e-08 1.728011e-08 4.112714e-09 7.182017e-10
[19,] 1.670991e-07 1.012217e-07 4.601322e-08 1.547464e-08 3.824091e-09
[20,] 1.493482e-07 1.178658e-07 7.429515e-08 3.517865e-08 1.229025e-08
[21,] 1.373299e-07 9.720119e-08 7.517923e-08 4.867475e-08 2.388214e-08
[22,] 2.368744e-07 1.083033e-07 6.228506e-08 4.404704e-08 2.854245e-08
[23,] 4.509739e-07 2.219718e-07 9.569564e-08 4.375770e-08 2.509961e-08
[24,] 6.433782e-07 4.154461e-07 2.224042e-07 9.848761e-08 3.868398e-08
[25,] 6.789308e-07 5.567617e-07 4.008047e-07 2.396711e-07 1.143820e-07
[26,] 5.801780e-07 5.442172e-07 4.953017e-07 4.027938e-07 2.682738e-07
[27,] 4.701850e-07 4.380218e-07 4.381837e-07 4.479462e-07 4.077145e-07
[28,] 4.305909e-07 3.678108e-07 3.324591e-07 3.530970e-07 4.010038e-07
[29,] 4.446542e-07 3.769073e-07 3.022239e-07 2.587945e-07 2.820183e-07
[30,] 4.708023e-07 4.076446e-07 3.407120e-07 2.619504e-07 2.085405e-07
[31,] 4.942758e-07 4.259329e-07 3.666921e-07 3.069845e-07 2.319533e-07
[32,] 4.450494e-07 4.266334e-07 3.659335e-07 3.136296e-07 2.647086e-07
[33,] 2.864662e-07 3.498620e-07 3.400431e-07 2.912035e-07 2.485070e-07
[34,] 1.199014e-07 1.984357e-07 2.487873e-07 2.457116e-07 2.107935e-07
[35,] 3.160289e-08 7.211959e-08 1.230849e-07 1.583343e-07 1.591860e-07
[36,] 5.295335e-09 1.660231e-08 3.899414e-08 6.829576e-08 8.994241e-08
[37,] 6.611291e-10 2.711402e-09 8.456342e-09 1.984539e-08 3.494500e-08
[38,] 1.107606e-10 5.398730e-10 1.994225e-09 5.595822e-09 1.196498e-08
[39,] 2.723767e-11 1.724236e-10 8.007193e-10 2.735183e-09 6.903574e-09
[40,] 5.223575e-12 4.628183e-11 2.984891e-10 1.401693e-09 4.795657e-09
[41,] 6.264653e-13 7.860653e-12 7.172390e-11 4.759066e-10 2.296454e-09
[42,] 4.552004e-14 8.098780e-13 1.047677e-11 9.854274e-11 6.739289e-10
[43,] 1.996229e-15 5.036546e-14 9.239303e-13 1.232333e-11 1.195087e-10
[44,] 5.280987e-17 1.889501e-15 4.915436e-14 9.297338e-13 1.278606e-11
[45,] 8.427349e-19 4.275949e-17 1.577455e-15 4.231196e-14 8.251838e-13
[46,] 8.112122e-21 5.836944e-19 3.053654e-17 1.161543e-15 3.212423e-14
[47,] 4.710264e-23 4.806245e-21 3.565741e-19 1.923425e-17 7.543658e-16
[48,] 1.649769e-25 2.387225e-23 2.511579e-21 1.921241e-19 1.068559e-17
[49,] 3.485524e-28 7.152334e-26 1.067114e-23 1.157592e-21 9.130233e-20
[50,] 4.442016e-31 1.292616e-28 2.734905e-26 4.207233e-24 4.705789e-22
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.934367e-59 7.247431e-63 1.301869e-66 1.700647e-70 1.615450e-74
 [2,] 1.191705e-54 4.173551e-58 1.063095e-61 1.969298e-65 2.652711e-69
 [3,] 2.919479e-50 1.449786e-53 5.236600e-57 1.375560e-60 2.627578e-64
 [4,] 4.314456e-46 3.037944e-49 1.555968e-52 5.795874e-56 1.569969e-59
 [5,] 3.846210e-42 3.840031e-45 2.788859e-48 1.473093e-51 5.658439e-55
 [6,] 2.068373e-38 2.927996e-41 3.015283e-44 2.258467e-47 1.230191e-50
 [7,] 6.709908e-35 1.346755e-37 1.966556e-40 2.088673e-43 1.613316e-46
 [8,] 1.313104e-31 3.736727e-34 7.736820e-37 1.165202e-39 1.276256e-42
 [9,] 1.550174e-28 6.254332e-31 1.836108e-33 3.921088e-36 6.090147e-39
[10,] 1.103989e-25 6.314805e-28 2.628542e-30 7.959537e-33 1.753034e-35
[11,] 4.743035e-23 3.846195e-25 2.269940e-27 9.746441e-30 3.043872e-32
[12,] 1.229309e-20 1.413183e-22 1.182494e-24 7.199172e-27 3.188133e-29
[13,] 1.922139e-18 3.132314e-20 3.715959e-22 3.207737e-24 2.014287e-26
[14,] 1.813155e-16 4.188285e-18 7.044227e-20 8.621778e-22 7.676846e-24
[15,] 1.031855e-14 3.378436e-16 8.055426e-18 1.397906e-19 1.764904e-21
[16,] 3.542788e-13 1.644029e-14 5.556998e-16 1.367239e-17 2.447586e-19
[17,] 7.338792e-12 4.826409e-13 2.312557e-14 8.066753e-16 2.047551e-17
[18,] 9.172097e-11 8.548045e-12 5.805638e-13 2.871071e-14 1.033269e-15
[19,] 6.916597e-10 9.133689e-11 8.792610e-12 6.164294e-13 3.145403e-14
[20,] 3.147221e-09 5.888100e-10 8.033456e-11 7.983994e-12 5.775970e-13
[21,] 8.644687e-09 2.290347e-09 4.428121e-10 6.238228e-11 6.398275e-12
[22,] 1.439167e-08 5.380818e-09 1.472907e-09 2.940595e-10 4.275619e-11
[23,] 1.523711e-08 7.728004e-09 2.965415e-09 8.369035e-10 1.723929e-10
[24,] 1.617549e-08 7.907563e-09 3.770246e-09 1.454134e-09 4.206044e-10
[25,] 4.348388e-08 1.421606e-08 4.778174e-09 1.802250e-09 6.490066e-10
[26,] 1.386023e-07 5.435708e-08 1.640493e-08 4.133146e-09 1.037302e-09
[27,] 2.966810e-07 1.637909e-07 6.721391e-08 2.044754e-08 4.705798e-09
[28,] 3.998924e-07 3.116792e-07 1.815677e-07 7.785324e-08 2.446499e-08
[29,] 3.455545e-07 3.691884e-07 3.037894e-07 1.851973e-07 8.269916e-08
[30,] 2.207093e-07 2.806006e-07 3.150445e-07 2.710925e-07 1.720842e-07
[31,] 1.717423e-07 1.674431e-07 2.117578e-07 2.457522e-07 2.197025e-07
[32,] 2.000796e-07 1.400752e-07 1.219573e-07 1.472914e-07 1.739854e-07
[33,] 2.116246e-07 1.615238e-07 1.092013e-07 8.447004e-08 9.401421e-08
[34,] 1.791440e-07 1.536947e-07 1.189335e-07 7.906796e-08 5.507549e-08
[35,] 1.372000e-07 1.161597e-07 1.001999e-07 7.871104e-08 5.214327e-08
[36,] 9.204685e-08 7.981261e-08 6.731199e-08 5.825328e-08 4.644915e-08
[37,] 4.646191e-08 4.796964e-08 4.162101e-08 3.481954e-08 3.011281e-08
[38,] 1.955626e-08 2.459047e-08 2.432827e-08 2.029511e-08 1.635143e-08
[39,] 1.296043e-08 1.826696e-08 1.959880e-08 1.643324e-08 1.150120e-08
[40,] 1.196620e-08 2.181200e-08 2.912401e-08 2.862503e-08 2.093192e-08
[41,] 8.059669e-09 2.057665e-08 3.822539e-08 5.169589e-08 5.094116e-08
[42,] 3.351198e-09 1.211686e-08 3.185631e-08 6.090267e-08 8.467307e-08
[43,] 8.426636e-10 4.320089e-09 1.610334e-08 4.364418e-08 8.600561e-08
[44,] 1.278488e-10 9.294762e-10 4.913166e-09 1.888283e-08 5.276608e-08
[45,] 1.170091e-11 1.206342e-10 9.042780e-10 4.928510e-09 1.953039e-08
[46,] 6.459685e-13 9.444337e-12 1.003951e-10 7.759537e-10 4.360542e-09
[47,] 2.151148e-14 4.460054e-13 6.723430e-12 7.369257e-11 5.872702e-10
[48,] 4.321120e-16 1.270503e-14 2.716040e-13 4.221615e-12 4.770925e-11
[49,] 5.235878e-18 2.183125e-16 6.618333e-15 1.458817e-13 2.337945e-12
[50,] 3.826923e-20 2.262812e-18 9.728102e-17 3.040815e-15 6.910878e-14
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.115800e-78 5.603775e-83 2.046299e-87 5.433138e-92 1.048844e-96
 [2,] 2.598278e-73 1.850484e-77 9.582543e-82 3.608032e-86 9.877325e-91
 [3,] 3.649669e-68 3.686024e-72 2.706825e-76 1.445298e-80 5.610932e-85
 [4,] 3.092361e-63 4.428933e-67 4.612192e-71 3.492304e-75 1.922640e-79
 [5,] 1.580504e-58 3.210024e-62 4.740481e-66 5.090192e-70 3.974006e-74
 [6,] 4.872709e-54 1.403414e-57 2.939039e-61 4.475319e-65 4.954803e-69
 [7,] 9.061804e-50 3.701110e-53 1.099148e-56 2.373457e-60 3.726419e-64
 [8,] 1.016550e-45 5.887717e-49 2.479565e-52 7.592882e-56 1.690537e-59
 [9,] 6.878801e-42 5.649771e-45 3.374138e-48 1.465210e-51 4.626206e-55
[10,] 2.807808e-38 3.270273e-41 2.769611e-44 1.705535e-47 7.636477e-51
[11,] 6.913420e-35 1.141844e-37 1.371334e-40 1.197539e-43 7.603767e-47
[12,] 1.026810e-31 2.404912e-34 4.095779e-37 5.072091e-40 4.567014e-43
[13,] 9.199390e-29 3.055357e-31 7.379023e-34 1.295844e-36 1.654641e-39
[14,] 4.971658e-26 2.341508e-28 8.019198e-31 1.997042e-33 3.616127e-36
[15,] 1.620751e-23 1.082430e-25 5.256929e-28 1.856478e-30 4.767064e-33
[16,] 3.187174e-21 3.018394e-23 2.078754e-25 1.041025e-27 3.790763e-30
[17,] 3.780684e-19 5.077195e-21 4.958431e-23 3.521289e-25 1.818320e-27
[18,] 2.705274e-17 5.151630e-19 7.134380e-21 7.184748e-23 5.261175e-25
[19,] 1.167696e-15 3.153111e-17 6.192122e-19 8.842830e-21 9.182565e-23
[20,] 3.040374e-14 1.164148e-15 3.241859e-17 6.565086e-19 9.667489e-21
[21,] 4.775348e-13 2.592701e-14 1.023814e-15 2.940088e-17 6.139498e-19
[22,] 4.524463e-12 3.483164e-13 1.950390e-14 7.942387e-16 2.351914e-17
[23,] 2.586045e-11 2.822793e-12 2.241285e-13 1.294236e-14 5.434753e-16
[24,] 8.923537e-11 1.380234e-11 1.553712e-12 1.272195e-13 7.575474e-15
[25,] 1.881057e-10 4.084588e-11 6.502765e-12 7.545112e-13 6.369955e-14
[26,] 2.880260e-10 7.692287e-11 1.665677e-11 2.709723e-12 3.234282e-13
[27,] 8.839606e-10 1.604143e-10 3.197768e-11 6.257894e-12 1.008106e-12
[28,] 5.652543e-09 9.787925e-10 1.355870e-10 1.753770e-11 2.465166e-12
[29,] 2.695957e-08 6.415074e-09 1.118521e-09 1.451706e-10 1.479050e-11
[30,] 7.982328e-08 2.698917e-08 6.647631e-09 1.193490e-09 1.566927e-10
[31,] 1.447617e-07 6.962805e-08 2.439350e-08 6.221373e-09 1.155075e-09
[32,] 1.607862e-07 1.097236e-07 5.464973e-08 1.981924e-08 5.230805e-09
[33,] 1.112442e-07 1.057796e-07 7.462952e-08 3.844911e-08 1.442191e-08
[34,] 5.497417e-08 6.402130e-08 6.232952e-08 4.538915e-08 2.416680e-08
[35,] 3.344431e-08 2.945423e-08 3.309593e-08 3.279774e-08 2.461106e-08
[36,] 3.093991e-08 1.871350e-08 1.447625e-08 1.535775e-08 1.537781e-08
[37,] 2.434094e-08 1.639679e-08 9.553933e-09 6.533684e-09 6.401280e-09
[38,] 1.389105e-08 1.131485e-08 7.728170e-09 4.413266e-09 2.708171e-09
[39,] 7.793978e-09 5.932052e-09 4.701353e-09 3.236295e-09 1.832632e-09
[40,] 1.174452e-08 5.595991e-09 2.874783e-09 1.850664e-09 1.217098e-09
[41,] 3.664800e-08 1.936565e-08 7.699346e-09 2.542584e-09 9.190983e-10
[42,] 8.562149e-08 6.299163e-08 3.374819e-08 1.321678e-08 3.851655e-09
[43,] 1.232316e-07 1.283873e-07 9.726286e-08 5.358664e-08 2.148270e-08
[44,] 1.072076e-07 1.583725e-07 1.701058e-07 1.328455e-07 7.543473e-08
[45,] 5.627137e-08 1.178816e-07 1.795504e-07 1.988424e-07 1.601083e-07
[46,] 1.781666e-08 5.292905e-08 1.143255e-07 1.795453e-07 2.050153e-07
[47,] 3.402776e-09 1.433543e-08 4.391061e-08 9.779343e-08 1.583549e-07
[48,] 3.920195e-10 2.342042e-09 1.017333e-08 3.213016e-08 7.378095e-08
[49,] 2.724263e-11 2.308052e-10 1.421752e-09 6.367709e-09 2.073596e-08
[50,] 1.141977e-12 1.372030e-11 1.198537e-10 7.612383e-10 3.515372e-09
              [,46]         [,47]         [,48]         [,49]         [,50]
 [1,] 1.472191e-101 1.502453e-106 1.114838e-111 6.014695e-117 2.359329e-122
 [2,]  1.966080e-95 2.845425e-100 2.994108e-105 2.290756e-110 1.274276e-115
 [3,]  1.583820e-89  3.250579e-94  4.850545e-99 5.262732e-104 4.151504e-109
 [4,]  7.696220e-84  2.239966e-88  4.740026e-93  7.293076e-98 8.158580e-103
 [5,]  2.255883e-78  9.310850e-83  2.794075e-87  6.096455e-92  9.671434e-97
 [6,]  3.988621e-73  2.334557e-77  9.934880e-82  3.074052e-86  6.915671e-91
 [7,]  4.253990e-68  3.530913e-72  2.130857e-76  9.350013e-81  2.982943e-85
 [8,]  2.736765e-63  3.221341e-67  2.756851e-71  1.715459e-75  7.761089e-80
 [9,]  1.062052e-58  1.772775e-62  2.151491e-66  1.898522e-70  1.218057e-74
[10,]  2.486118e-54  5.884885e-58  1.012822e-61  1.267413e-65  1.153133e-69
[11,]  3.510469e-50  1.178392e-53  2.876031e-57  5.103732e-61  6.585045e-65
[12,]  2.990033e-46  1.423340e-49  4.926307e-53  1.239723e-56  2.268324e-60
[13,]  1.536224e-42  1.037039e-45  5.089988e-49  1.816473e-52  4.713231e-56
[14,]  4.761032e-39  4.557739e-42  3.172341e-45  1.605466e-48  5.907451e-52
[15,]  8.900509e-36  1.208289e-38  1.192641e-41  8.559327e-45  4.466301e-48
[16,]  1.003683e-32  1.932234e-35  2.704624e-38  2.752615e-41  2.036869e-44
[17,]  6.827248e-30  1.863871e-32  3.699742e-35  5.339720e-38  5.603318e-41
[18,]  2.801322e-27  1.084526e-29  3.052836e-32  6.248257e-35  9.298111e-38
[19,]  6.933439e-25  3.806553e-27  1.519509e-29  4.410288e-32  9.307046e-35
[20,]  1.035147e-22  8.059186e-25  4.562154e-27  1.877767e-29  5.619472e-32
[21,]  9.322324e-21  1.029245e-22  8.262371e-25  4.822635e-27  2.046666e-29
[22,]  5.064246e-19  7.928923e-21  9.026245e-23  7.471271e-25  4.496408e-27
[23,]  1.659488e-17  3.684494e-19  5.948086e-21  6.981876e-23  5.958704e-25
[24,]  3.280220e-16  1.032785e-17  2.364369e-19  3.935658e-21  4.763271e-23
[25,]  3.911180e-15  1.746273e-16  5.669198e-18  1.338228e-19  2.296816e-21
[26,]  2.813844e-14  1.781206e-15  8.199821e-17  2.744815e-18  6.680597e-20
[27,]  1.226897e-13  1.097318e-14  7.156515e-16  3.396274e-17  1.172148e-18
[28,]  3.494219e-13  4.168982e-14  3.790286e-15  2.538995e-16  1.241097e-17
[29,]  1.355447e-12  1.323691e-13  1.341251e-14  1.178506e-15  7.989608e-17
[30,]  1.522802e-11  1.141980e-12  7.412887e-14  4.973263e-15  3.548865e-16
[31,]  1.562071e-10  1.542492e-11  1.122324e-12  6.209522e-14  2.866964e-15
[32,]  1.004569e-09  1.403939e-10  1.428471e-11  1.060047e-12  5.775304e-14
[33,]  3.936044e-09  7.815132e-10  1.128858e-10  1.186299e-11  9.072831e-13
[34,]  9.368659e-09  2.642332e-09  5.420979e-10  8.089604e-11  8.780748e-12
[35,]  1.353140e-08  5.418253e-09  1.578361e-09  3.344193e-10  5.153367e-11
[36,]  1.186851e-08  6.733433e-09  2.783523e-09  8.371216e-10  1.831016e-10
[37,]  6.415232e-09  5.080855e-09  2.972305e-09  1.267981e-09  3.935536e-10
[38,]  2.401276e-09  2.379535e-09  1.928214e-09  1.162232e-09  5.114683e-10
[39,]  1.029201e-09  8.131870e-10  7.848096e-10  6.481101e-10  4.021353e-10
[40,]  6.821058e-10  3.574851e-10  2.495573e-10  2.303635e-10  1.928375e-10
[41,]  4.451897e-10  2.303742e-10  1.132311e-10  6.968768e-11  6.028488e-11
[42,]  9.068659e-10  2.252928e-10  7.811295e-11  3.315810e-11  1.779903e-11
[43,]  6.283252e-09  1.358800e-09  2.319996e-10  3.987641e-11  1.011570e-11
[44,]  3.114778e-08  9.355708e-09  2.048135e-09  3.301370e-10  4.128417e-11
[45,]  9.373520e-08  3.990067e-08  1.235008e-08  2.780287e-09  4.559024e-10
[46,]  1.702081e-07  1.027439e-07  4.509356e-08  1.438994e-08  3.338917e-09
[47,]  1.864381e-07  1.595951e-07  9.933124e-08  4.495044e-08  1.478986e-08
[48,]  1.231848e-07  1.495380e-07  1.319859e-07  8.470028e-08  3.952062e-08
[49,]  4.909607e-08  8.451830e-08  1.057880e-07  9.627275e-08  6.370183e-08
[50,]  1.180330e-08  2.881490e-08  5.114607e-08  6.600685e-08  6.193658e-08

> 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  
    80462.8        324.1  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1vwbq1226430650.ps tmp/1vwbq1226430650.png")
> system("convert tmp/2ip3c1226430650.ps tmp/2ip3c1226430650.png")
> system("convert tmp/3d9la1226430650.ps tmp/3d9la1226430650.png")
> system("convert tmp/46x3l1226430650.ps tmp/46x3l1226430650.png")
> system("convert tmp/53iet1226430650.ps tmp/53iet1226430650.png")
> system("convert tmp/6insf1226430650.ps tmp/6insf1226430650.png")
> system("convert tmp/7ui8f1226430650.ps tmp/7ui8f1226430650.png")
> 
> 
> proc.time()
   user  system elapsed 
  4.387   2.524   4.674