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(4071,4351,4871,4649,4922,4879,4853,4545,4733,5191,4983,4593,4656,4513,4857,4681,4897,4547,4692,4390,5341,5415,4890,5120,4422,4797,5689,5171,4265,5215,4874,4590,4994,4988,5110,5141,4395,4523,5306,5365,5496,5647,5443,5546,5912,5665,5963,5861,5366,5619,6721,6054,6619,6856,6193,6317,6618,6585,6852,6586,6154,6193,7606,6588,7143,7629,7041,7146,7200,7739,7953,7082)
> y <- c(14271,14013,15912,14290,14744,14721,13918,13263,15660,15629,15113,14526,15132,14908,16167,14122,13985,14236,13921,12394,15454,16146,15107,14593,14695,14513,17071,15179,15460,17173,15938,15003,18216,17847,18029,17281,16706,16750,18912,17763,16736,18061,16713,16769,19514,19251,19951,19052,19555,19083,22534,18854,19801,20346,18169,19087,20842,21602,22360,20334,21215,20530,23152,20134,21193,21628,20823,20493,22106,24178,24958,21620)
> x <- c(9356,9337,10149,9788,9770,9911,9429,8775,10189,10529,9914,9790,9625,9729,10589,9611,9388,9510,9690,8434,9844,10601,9942,10229,9381,9635,11228,9999,10089,11622,10533,9965,11567,11321,11686,11747,10595,10751,12199,11690,10978,11753,10839,10518,12183,11967,12363,12359,12162,12096,14325,12670,13865,13563,12734,12464,13389,13961,14088,13143,13413,13579,15388,13708,14689,14883,13991,13854,14364,15672,15904,14016)
> par7 = 'Uivoerwaarde niet-EU'
> par6 = 'Uitvoerwaarde EU'
> par5 = 'Invoerwaarde EU'
> 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/1ufe31256744823.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/2kjmc1256744823.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/3zg4v1256744823.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/4ne3s1256744823.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/54to31256744823.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  
   -214.047        1.542  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6hv9b1256744823.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] 10863.41 11182.29 11501.18 11820.06 12138.94 12457.82 12776.70 13095.58
 [9] 13414.46 13733.34 14052.22 14371.11 14689.99 15008.87 15327.75 15646.63
[17] 15965.51 16284.39 16603.27 16922.15 17241.04 17559.92 17878.80 18197.68
[25] 18516.56 18835.44 19154.32 19473.20 19792.08 20110.96 20429.85 20748.73
[33] 21067.61 21386.49 21705.37 22024.25 22343.13 22662.01 22980.89 23299.78
[41] 23618.66 23937.54 24256.42 24575.30 24894.18 25213.06 25531.94 25850.82
[49] 26169.71 26488.59

$yords
 [1] 3591.691 3690.479 3789.267 3888.056 3986.844 4085.632 4184.420 4283.208
 [9] 4381.996 4480.784 4579.572 4678.360 4777.149 4875.937 4974.725 5073.513
[17] 5172.301 5271.089 5369.877 5468.665 5567.453 5666.242 5765.030 5863.818
[25] 5962.606 6061.394 6160.182 6258.970 6357.758 6456.547 6555.335 6654.123
[33] 6752.911 6851.699 6950.487 7049.275 7148.063 7246.851 7345.640 7444.428
[41] 7543.216 7642.004 7740.792 7839.580 7938.368 8037.156 8135.944 8234.733
[49] 8333.521 8432.309

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  1.021834e-07  2.829009e-07  7.163244e-07  1.191649e-06  1.168683e-06
 [2,]  1.509808e-07  2.494207e-07  5.937551e-07  1.328200e-06  2.027807e-06
 [3,]  2.679399e-07  3.659565e-07  5.653789e-07  1.170127e-06  2.301630e-06
 [4,]  3.906952e-07  6.098995e-07  8.121877e-07  1.187555e-06  2.167587e-06
 [5,]  5.326076e-07  8.430907e-07  1.271309e-06  1.651059e-06  2.306988e-06
 [6,]  8.308561e-07  1.057182e-06  1.672430e-06  2.429949e-06  3.076013e-06
 [7,]  1.147997e-06  1.453911e-06  1.939232e-06  3.054957e-06  4.265154e-06
 [8,]  1.092731e-06  1.839947e-06  2.344318e-06  3.295195e-06  5.148176e-06
 [9,]  7.505291e-07  1.706253e-06  2.701564e-06  3.498520e-06  5.199537e-06
[10,]  4.481127e-07  1.216761e-06  2.457139e-06  3.647823e-06  4.857156e-06
[11,]  2.799768e-07  7.884452e-07  1.840899e-06  3.276378e-06  4.551973e-06
[12,]  1.915441e-07  5.411561e-07  1.301070e-06  2.606586e-06  4.063610e-06
[13,]  1.053500e-07  3.839158e-07  9.730149e-07  2.015589e-06  3.465547e-06
[14,]  3.532288e-08  2.046664e-07  7.032116e-07  1.623033e-06  2.934403e-06
[15,]  6.538180e-09  6.502652e-08  3.605390e-07  1.175207e-06  2.505483e-06
[16,]  6.491736e-10  1.136041e-08  1.083340e-07  5.757846e-07  1.790253e-06
[17,]  3.424461e-11  1.064456e-09  1.785467e-08  1.633491e-07  8.337091e-07
[18,]  9.559279e-13  5.300477e-11  1.578495e-09  2.538484e-08  2.229735e-07
[19,]  1.409431e-14  1.397010e-12  7.419146e-11  2.117085e-09  3.265482e-08
[20,]  1.096581e-16  1.945029e-14  1.846179e-12  9.391412e-11  2.568475e-09
[21,]  4.499956e-19  1.429094e-16  2.427163e-14  2.206294e-12  1.075206e-10
[22,]  9.737324e-22  5.538375e-19  1.684096e-16  2.738889e-14  2.384534e-12
[23,]  1.110913e-24  1.131817e-21  6.163673e-19  1.794600e-16  2.794993e-14
[24,]  6.681920e-28  1.219504e-24  1.189581e-21  6.202789e-19  1.729371e-16
[25,]  2.118788e-31  6.927433e-28  1.210503e-24  1.130573e-21  5.644769e-19
[26,]  3.541879e-35  2.074580e-31  6.494188e-28  1.086515e-24  9.716561e-22
[27,]  3.121296e-39  3.275272e-35  1.836761e-31  5.505060e-28  8.818838e-25
[28,]  1.450071e-43  2.725963e-39  2.738677e-35  1.470480e-31  4.219914e-28
[29,]  3.551367e-48  1.196040e-43  2.152706e-39  2.070702e-35  1.064557e-31
[30,]  4.585148e-53  2.766456e-48  8.920352e-44  1.537207e-39  1.415784e-35
[31,]  3.120774e-58  3.373286e-53  1.948640e-48  6.015905e-44  9.926178e-40
[32,]  1.119753e-63  2.168372e-58  2.244051e-53  1.241143e-48  3.668777e-44
[33,]  2.118037e-69  7.347941e-64  1.362339e-58  1.349878e-53  7.148471e-49
[34,]  2.112007e-75  1.312648e-69  4.360022e-64  7.739598e-59  7.342718e-54
[35,]  1.110218e-81  1.236181e-75  7.356025e-70  2.339341e-64  3.976051e-59
[36,]  3.076608e-88  6.137151e-82  6.542575e-76  3.727517e-70  1.135006e-64
[37,]  4.494558e-95  1.606210e-88  3.067645e-82  3.131098e-76  1.708031e-70
[38,] 3.461407e-102  2.216098e-95  7.582502e-89  1.386515e-82  1.355015e-76
[39,] 1.405301e-109 1.611856e-102  9.880316e-96  3.236709e-89  5.666871e-83
[40,] 3.007633e-117 6.180209e-110 6.786860e-103  3.983115e-96  1.249348e-89
[41,] 3.393461e-125 1.249229e-117 2.457699e-110 2.584064e-103  1.452058e-96
[42,] 2.018421e-133 1.331164e-125 4.691798e-118 8.837604e-111 8.896839e-104
[43,] 6.328950e-142 7.477775e-134 4.721726e-126 1.593370e-118 2.873680e-111
[44,] 1.046170e-150 2.214440e-142 2.505032e-134 1.514432e-126 4.893189e-119
[45,] 9.116414e-160 3.457056e-151 7.006105e-143 7.588116e-135 4.392345e-127
[46,] 4.187903e-169 2.845115e-160 1.032978e-151 2.004329e-143 2.078509e-135
[47,] 1.014192e-178 1.234367e-169 8.028902e-161 2.790968e-152 5.185112e-144
[48,] 1.294776e-188 2.823185e-179 3.289821e-170 2.048763e-161 6.818917e-153
[49,] 8.714046e-199 3.403969e-189 7.106231e-180 7.928287e-171 4.727413e-162
[50,] 3.091691e-209 2.163628e-199 8.092026e-190 1.617402e-180 1.727757e-171
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  6.463756e-07  1.973618e-07  3.295304e-08  3.001433e-09  1.495105e-10
 [2,]  1.870828e-06  9.885869e-07  2.914979e-07  4.742732e-08  4.249153e-09
 [3,]  3.209093e-06  2.784292e-06  1.411199e-06  4.047520e-07  6.481822e-08
 [4,]  3.748267e-06  4.759713e-06  3.890671e-06  1.903671e-06  5.362818e-07
 [5,]  3.773413e-06  5.763866e-06  6.670677e-06  5.161096e-06  2.459527e-06
 [6,]  4.138926e-06  6.165689e-06  8.397604e-06  8.900233e-06  6.566894e-06
 [7,]  5.256091e-06  6.851778e-06  9.440598e-06  1.161235e-05  1.136856e-05
 [8,]  6.886154e-06  8.245607e-06  1.046378e-05  1.352439e-05  1.524656e-05
 [9,]  8.020151e-06  1.024550e-05  1.189142e-05  1.474807e-05  1.811052e-05
[10,]  7.638209e-06  1.157687e-05  1.407798e-05  1.579171e-05  1.920744e-05
[11,]  6.310492e-06  1.047523e-05  1.552443e-05  1.791001e-05  1.935379e-05
[12,]  5.283296e-06  7.722773e-06  1.345310e-05  1.939822e-05  2.115941e-05
[13,]  4.714539e-06  5.752986e-06  8.966419e-06  1.623719e-05  2.266434e-05
[14,]  4.346280e-06  5.157555e-06  5.947692e-06  9.952824e-06  1.849464e-05
[15,]  4.019827e-06  5.177283e-06  5.387304e-06  5.936724e-06  1.064964e-05
[16,]  3.573595e-06  5.191975e-06  5.918395e-06  5.481257e-06  5.851493e-06
[17,]  2.485640e-06  4.708400e-06  6.344820e-06  6.585852e-06  5.587535e-06
[18,]  1.095084e-06  3.148627e-06  5.741580e-06  7.379787e-06  7.254173e-06
[19,]  2.756718e-07  1.306427e-06  3.648436e-06  6.512515e-06  8.242552e-06
[20,]  3.802188e-08  3.089987e-07  1.418928e-06  3.887236e-06  6.933766e-06
[21,]  2.819515e-09  4.010064e-08  3.146001e-07  1.409326e-06  3.843230e-06
[22,]  1.113596e-10  2.802073e-09  3.836496e-08  2.919996e-07  1.290669e-06
[23,]  2.331137e-12  1.043843e-10  2.524078e-09  3.339564e-08  2.488559e-07
[24,]  2.579770e-14  2.062162e-12  8.864370e-11  2.066134e-09  2.661722e-08
[25,]  1.507242e-16  2.154378e-14  1.652155e-12  6.835215e-11  1.545677e-09
[26,]  4.645906e-19  1.188474e-16  1.629130e-14  1.201316e-12  4.810962e-11
[27,]  7.552376e-22  3.459290e-19  8.484723e-17  1.117716e-14  7.966998e-13
[28,]  6.473505e-25  5.310495e-22  2.331909e-19  5.494644e-17  6.990575e-15
[29,]  2.925463e-28  4.298727e-25  3.380433e-22  1.425711e-19  3.242622e-17
[30,]  6.969892e-32  1.834645e-28  2.584110e-25  1.951482e-22  7.941476e-20
[31,]  8.754312e-36  4.128056e-32  1.041524e-28  1.408663e-25  1.026194e-22
[32,]  5.796636e-40  4.896730e-36  2.213175e-32  5.361524e-29  6.993850e-26
[33,]  2.023415e-44  3.062150e-40  2.479327e-36  1.075893e-32  2.513456e-29
[34,]  3.723460e-49  1.009491e-44  1.464246e-40  1.138224e-36  4.762594e-33
[35,]  3.612107e-54  1.754414e-49  4.558810e-45  6.348233e-41  4.757786e-37
[36,]  1.847252e-59  1.607364e-54  7.482444e-50  1.866542e-45  2.505759e-41
[37,]  4.980154e-65  7.763330e-60  6.474236e-55  2.893203e-50  6.957255e-46
[38,]  7.078001e-71  1.976666e-65  2.953151e-60  2.364144e-55  1.018346e-50
[39,]  5.303096e-77  2.653198e-71  7.101245e-66  1.018408e-60  7.857939e-56
[40,]  2.094543e-83  1.877361e-77  9.001722e-72  2.312668e-66  3.196450e-61
[41,]  4.361238e-90  7.003028e-84  6.015569e-78  2.768629e-72  6.854698e-67
[42,]  4.787195e-97  1.377130e-90  2.119234e-84  1.747302e-78  7.749281e-73
[43,] 2.770151e-104  1.427629e-97  3.935794e-91  5.813298e-85  4.618348e-79
[44,] 8.450388e-112 7.802008e-105  3.853335e-98  1.019597e-91  1.450988e-85
[45,] 1.358942e-119 2.247753e-112 1.988806e-105  9.427264e-99  2.403218e-92
[46,] 1.152062e-127 3.413828e-120 5.411266e-113 4.595092e-106  2.098333e-99
[47,] 5.148752e-136 2.733290e-128 7.761695e-121 1.180739e-113 9.658447e-107
[48,] 1.213051e-144 1.153668e-136 5.869016e-129 1.599429e-121 2.343646e-114
[49,] 1.506631e-153 2.567005e-145 2.339510e-137 1.142161e-129 2.997979e-122
[50,] 9.864740e-163 3.011090e-154 4.916271e-146 4.299727e-138 2.021701e-130
              [,11]         [,12]         [,13]         [,14]        [,15]
 [1,]  4.100262e-12  6.253777e-14  5.369941e-16  2.625746e-18 7.359996e-21
 [2,]  2.104979e-10  5.814564e-12  9.051279e-14  8.017137e-16 4.061118e-18
 [3,]  5.783557e-09  2.888745e-10  8.140716e-12  1.304033e-13 1.191536e-15
 [4,]  8.552667e-08  7.693275e-09  3.914360e-10  1.131342e-11 1.860565e-13
 [5,]  6.879474e-07  1.104143e-07  1.009105e-08  5.244099e-10 1.548017e-11
 [6,]  3.078341e-06  8.627613e-07  1.401579e-07  1.302188e-08 6.874733e-10
 [7,]  8.073830e-06  3.754788e-06  1.059316e-06  1.740596e-07 1.634238e-08
 [8,]  1.394366e-05  9.618488e-06  4.459162e-06  1.265175e-06 2.090299e-07
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[37,] 6.021528e-08 1.479977e-07 4.485640e-07 1.283357e-06 2.692163e-06
[38,] 8.833378e-09 2.780646e-08 8.428332e-08 3.131613e-07 9.577876e-07
[39,] 7.337086e-10 3.628173e-09 1.240684e-08 4.837689e-08 2.085583e-07
[40,] 3.287409e-11 2.794874e-10 1.380889e-09 5.485121e-09 2.746865e-08
[41,] 7.821854e-13 1.177130e-11 9.698691e-11 4.951608e-10 2.442372e-09
[42,] 9.835065e-15 2.642406e-13 3.819708e-12 3.083638e-11 1.712544e-10
[43,] 6.524952e-17 3.137411e-15 8.077254e-14 1.125023e-12 9.074766e-12
[44,] 2.282851e-19 1.965867e-17 9.051984e-16 2.234989e-14 3.016893e-13
[45,] 4.211148e-22 6.496095e-20 5.356163e-18 2.362318e-16 5.602773e-15
[46,] 4.095506e-25 1.131786e-22 1.671567e-20 1.319705e-18 5.577562e-17
[47,] 2.099825e-28 1.039571e-25 2.750522e-23 3.889460e-21 2.940658e-19
[48,] 5.675699e-32 5.033948e-29 2.386072e-26 6.044349e-24 8.183737e-22
[49,] 8.087459e-36 1.285053e-32 1.091225e-29 4.952130e-27 1.201065e-24
[50,] 6.075178e-40 1.729371e-36 2.630880e-33 2.138931e-30 9.293481e-28
             [,31]        [,32]        [,33]         [,34]         [,35]
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 [7,] 5.029593e-53 3.117603e-57 1.033328e-61  1.830751e-66  1.733548e-71
 [8,] 3.379163e-48 3.749842e-52 2.226063e-56  7.064918e-61  1.198447e-65
 [9,] 1.197871e-43 2.378459e-47 2.528365e-51  1.437326e-55  4.367770e-60
[10,] 2.241928e-39 7.957493e-43 1.514206e-46  1.541659e-50  8.391978e-55
[11,] 2.217910e-35 1.404896e-38 4.782383e-42  8.718332e-46  8.500462e-50
[12,] 1.162104e-31 1.309883e-34 7.967886e-38  2.599783e-41  4.539539e-45
[13,] 3.235982e-28 6.458373e-31 7.006517e-34  4.088670e-37  1.278212e-40
[14,] 4.816023e-25 1.687802e-27 3.254689e-30  3.392462e-33  1.897889e-36
[15,] 3.865336e-22 2.347118e-24 7.999103e-27  1.485912e-29  1.486320e-32
[16,] 1.695060e-19 1.748106e-21 1.042946e-23  3.439288e-26  6.141831e-29
[17,] 4.129686e-17 7.043404e-19 7.246634e-21  4.214349e-23  1.340086e-25
[18,] 5.684470e-15 1.557187e-16 2.702968e-18  2.742302e-20  1.545726e-22
[19,] 4.469674e-13 1.921788e-14 5.473006e-16  9.525251e-18  9.445247e-20
[20,] 2.008620e-11 1.345162e-12 6.108185e-14  1.780785e-15  3.068507e-17
[21,] 5.119576e-10 5.385167e-11 3.823424e-12  1.814123e-13  5.331424e-15
[22,] 7.364767e-09 1.230528e-09 1.361902e-10  1.023435e-11  5.000400e-13
[23,] 6.088350e-08 1.593917e-08 2.776893e-09  3.253114e-10  2.566041e-11
[24,] 3.115033e-07 1.176702e-07 3.232202e-08  5.902149e-09  7.327709e-10
[25,] 1.141576e-06 5.222949e-07 2.149949e-07  6.141067e-08  1.184411e-08
[26,] 3.337871e-06 1.618097e-06 8.500154e-07  3.675832e-07  1.097006e-07
[27,] 7.437231e-06 4.146550e-06 2.295380e-06  1.307288e-06  5.876623e-07
[28,] 1.187074e-05 8.582021e-06 5.178550e-06  3.139364e-06  1.878983e-06
[29,] 1.410792e-05 1.296253e-05 9.810817e-06  6.302874e-06  4.045579e-06
[30,] 1.348436e-05 1.467508e-05 1.383326e-05  1.089617e-05  7.296720e-06
[31,] 1.065304e-05 1.352862e-05 1.483696e-05  1.431181e-05  1.156571e-05
[32,] 7.563940e-06 1.035211e-05 1.316592e-05  1.460745e-05  1.426438e-05
[33,] 7.011136e-06 7.201774e-06 9.698658e-06  1.250800e-05  1.404415e-05
[34,] 8.924754e-06 6.780384e-06 6.595317e-06  8.806047e-06  1.168930e-05
[35,] 9.509930e-06 8.593529e-06 6.370102e-06  5.804951e-06  7.829370e-06
[36,] 7.430445e-06 8.912336e-06 8.046956e-06  5.740261e-06  4.946843e-06
[37,] 4.565485e-06 6.761465e-06 8.100173e-06  7.191938e-06  4.927314e-06
[38,] 2.140844e-06 3.910948e-06 5.939136e-06  7.000220e-06  6.051473e-06
[39,] 6.771044e-07 1.643395e-06 3.224338e-06  4.940667e-06  5.666724e-06
[40,] 1.311860e-07 4.559861e-07 1.214781e-06  2.520222e-06  3.835890e-06
[41,] 1.509009e-08 7.787544e-08 2.942472e-07  8.582691e-07  1.842636e-06
[42,] 1.093462e-09 7.895515e-09 4.384922e-08  1.823323e-07  5.733941e-07
[43,] 5.861714e-11 4.840058e-10 3.910038e-09  2.358120e-08  1.081006e-07
[44,] 2.513342e-12 2.020470e-11 2.076130e-10  1.835487e-09  1.216717e-08
[45,] 7.408253e-14 6.707758e-13 7.012164e-12  8.512957e-11  8.214130e-10
[46,] 1.274529e-15 1.682727e-14 1.771265e-13  2.413227e-12  3.321179e-11
[47,] 1.191928e-17 2.639047e-16 3.594511e-15  4.715609e-14  8.083507e-13
[48,] 5.926588e-20 2.307387e-18 5.002008e-17  7.394730e-16  1.267806e-14
[49,] 1.557121e-22 1.080574e-20 4.052784e-19  8.765359e-18  1.505521e-16
[50,] 2.158084e-25 2.679333e-23 1.783132e-21  6.478169e-20  1.443693e-18
              [,36]         [,37]         [,38]         [,39]         [,40]
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[10,]  2.441702e-59  3.796895e-64  3.155407e-69  1.401419e-74  3.326306e-80
[11,]  4.430565e-54  1.234252e-58  1.837583e-63  1.462105e-68  6.217173e-74
[12,]  4.238296e-49  2.115121e-53  5.641457e-58  8.041571e-63  6.125971e-68
[13,]  2.137475e-44  1.910855e-48  9.130410e-53  2.331607e-57  3.182060e-62
[14,]  5.683403e-40  9.100984e-44  7.790166e-48  3.563881e-52  8.713518e-57
[15,]  7.968008e-36  2.285235e-39  3.504012e-43  2.871748e-47  1.257857e-51
[16,]  5.891000e-32  3.025375e-35  8.309133e-39  1.219910e-42  9.572441e-47
[17,]  2.297441e-28  2.111937e-31  1.038817e-34  2.731997e-38  3.840404e-42
[18,]  4.728288e-25  7.774979e-28  6.847478e-31  3.225525e-34  8.122387e-38
[19,]  5.139531e-22  1.509982e-24  2.380052e-27  2.007769e-30  9.056430e-34
[20,]  2.954706e-19  1.547859e-21  4.363086e-24  6.589507e-27  5.323646e-30
[21,]  9.005990e-17  8.382723e-19  4.219940e-21  1.140447e-23  1.649915e-26
[22,]  1.461371e-14  2.402380e-16  2.154731e-18  1.041071e-20  2.696186e-23
[23,]  1.270958e-12  3.653653e-14  5.814797e-16  5.014811e-18  2.323531e-20
[24,]  5.986323e-11  2.962709e-12  8.309009e-14  1.275578e-15  1.056255e-17
[25,]  1.549522e-09  1.290766e-10  6.307389e-12  1.715504e-13  2.534097e-15
[26,]  2.243413e-08  3.056564e-09  2.557336e-10  1.222547e-11  3.211288e-13
[27,]  1.848628e-07  3.996986e-08  5.586245e-09  4.633993e-10  2.152679e-11
[28,]  8.815148e-07  2.941715e-07  6.659698e-08  9.400578e-09  7.652992e-10
[29,]  2.519696e-06  1.245732e-06  4.410534e-07  1.030700e-07  1.449151e-08
[30,]  4.860779e-06  3.161963e-06  1.662260e-06  6.199208e-07  1.472070e-07
[31,]  7.915504e-06  5.431427e-06  3.729884e-06  2.092598e-06  8.114952e-07
[32,]  1.159998e-05  7.985586e-06  5.655419e-06  4.150406e-06  2.475459e-06
[33,]  1.363907e-05  1.092249e-05  7.473357e-06  5.510135e-06  4.360334e-06
[34,]  1.321608e-05  1.249334e-05  9.636199e-06  6.494282e-06  5.045969e-06
[35,]  1.081473e-05  1.219273e-05  1.098705e-05  7.985231e-06  5.259570e-06
[36,]  6.914850e-06  9.949495e-06  1.105030e-05  9.335314e-06  6.260842e-06
[37,]  4.153621e-06  6.176181e-06  9.141491e-06  9.873076e-06  7.737950e-06
[38,]  4.030528e-06  3.542893e-06  5.693613e-06  8.439731e-06  8.736660e-06
[39,]  4.753818e-06  3.178334e-06  3.196580e-06  5.511608e-06  7.884051e-06
[40,]  4.253169e-06  3.477152e-06  2.486153e-06  3.144265e-06  5.621014e-06
[41,]  2.751163e-06  2.941115e-06  2.380234e-06  2.020000e-06  3.349123e-06
[42,]  1.246921e-06  1.810475e-06  1.868446e-06  1.552721e-06  1.778878e-06
[43,]  3.581466e-07  7.750063e-07  1.088532e-06  1.091836e-06  1.003006e-06
[44,]  6.079845e-08  2.070830e-07  4.401087e-07  5.965402e-07  5.917300e-07
[45,]  6.018480e-09  3.209078e-08  1.099981e-07  2.275671e-07  2.978469e-07
[46,]  3.523794e-10  2.835510e-09  1.573237e-08  5.338538e-08  1.069129e-07
[47,]  1.235459e-11  1.451244e-10  1.259622e-09  7.103241e-09  2.358650e-08
[48,]  2.602775e-13  4.403199e-12  5.713255e-11  5.219604e-10  2.935329e-09
[49,]  3.395478e-15  8.023726e-14  1.507830e-12  2.130832e-11  1.998696e-10
[50,]  3.096188e-17  8.902352e-16  2.372337e-14  4.950399e-13  7.447837e-12
              [,41]         [,42]         [,43]         [,44]         [,45]
 [1,] 2.451135e-157 8.740510e-166 1.665662e-174 1.696361e-183 9.232741e-193
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[10,]  4.219274e-86  2.860189e-92  1.036174e-98 2.006095e-105 2.075638e-112
[11,]  1.412828e-79  1.715801e-85  1.113591e-91  3.862473e-98 7.159560e-105
[12,]  2.493972e-73  5.426128e-79  6.309130e-85  3.920398e-91  1.301883e-97
[13,]  2.320839e-67  9.046157e-73  1.884362e-78  2.097712e-84  1.247982e-90
[14,]  1.138544e-61  7.950405e-67  2.966949e-72  5.917148e-78  6.306609e-84
[15,]  2.944463e-56  3.683541e-61  2.462674e-66  8.798932e-72  1.680097e-77
[16,]  4.014342e-51  8.996904e-56  1.077593e-60  6.897608e-66  2.359519e-71
[17,]  2.885244e-46  1.158457e-50  2.485775e-55  2.850535e-60  1.746918e-65
[18,]  1.093194e-41  7.863407e-46  3.022817e-50  6.210071e-55  6.818099e-60
[19,]  2.183580e-37  2.813810e-41  1.937820e-45  7.132109e-50  1.402830e-54
[20,]  2.299333e-33  5.308032e-37  6.548888e-41  4.318081e-45  1.521591e-49
[21,]  1.276451e-29  5.278737e-33  1.166743e-36  1.378210e-40  8.700461e-45
[22,]  3.735830e-26  2.767495e-29  1.095810e-32  2.318941e-36  2.622616e-40
[23,]  5.764794e-23  7.649297e-26  5.425752e-29  2.056951e-32  4.167597e-36
[24,]  4.690627e-20  1.114660e-22  1.416273e-25  9.618589e-29  3.491294e-32
[25,]  2.012841e-17  8.564096e-20  1.948991e-22  2.371150e-25  1.541847e-28
[26,]  4.556782e-15  3.469690e-17  1.414061e-19  3.081584e-22  3.589661e-25
[27,]  5.445296e-13  7.414157e-15  5.409484e-17  2.111394e-19  4.405827e-22
[28,]  3.438174e-11  8.359042e-13  1.091274e-14  7.627241e-17  2.850832e-19
[29,]  1.149010e-09  4.975765e-11  1.161205e-12  1.452809e-14  9.725252e-17
[30,]  2.038428e-08  1.565565e-09  6.520342e-11  1.459362e-12  1.749209e-14
[31,]  1.929417e-07  2.608914e-08  1.933527e-09  7.733142e-11  1.658979e-12
[32,]  9.826816e-07  2.310630e-07  3.032019e-08  2.162761e-09  8.298149e-11
[33,]  2.735035e-06  1.094247e-06  2.520210e-07  3.195278e-08  2.189819e-09
[34,]  4.314672e-06  2.803193e-06  1.115053e-06  2.497724e-07  3.050568e-08
[35,]  4.356859e-06  4.000998e-06  2.648246e-06  1.036021e-06  2.245733e-07
[36,]  3.993194e-06  3.549083e-06  3.454265e-06  2.293844e-06  8.753656e-07
[37,]  4.700809e-06  2.863233e-06  2.721369e-06  2.758229e-06  1.814166e-06
[38,]  6.320369e-06  3.430737e-06  1.954099e-06  1.955224e-06  2.025090e-06
[39,]  7.683309e-06  5.116157e-06  2.465625e-06  1.277688e-06  1.308693e-06
[40,]  7.474772e-06  6.711909e-06  4.094930e-06  1.753667e-06  8.031942e-07
[41,]  5.937600e-06  7.152754e-06  5.792917e-06  3.210239e-06  1.227070e-06
[42,]  3.705672e-06  6.302799e-06  6.812088e-06  4.896823e-06  2.434971e-06
[43,]  1.701843e-06  4.060290e-06  6.521624e-06  6.341978e-06  4.015866e-06
[44,]  6.790849e-07  1.695345e-06  4.254746e-06  6.427278e-06  5.674524e-06
[45,]  3.039690e-07  5.038021e-07  1.668558e-06  4.177744e-06  5.942285e-06
[46,]  1.358188e-07  1.547241e-07  4.057489e-07  1.562588e-06  3.801574e-06
[47,]  4.558854e-08  5.703530e-08  8.329269e-08  3.360539e-07  1.363507e-06
[48,]  9.464081e-09  1.764519e-08  2.252208e-08  4.974915e-08  2.709657e-07
[49,]  1.105414e-09  3.443804e-09  6.212177e-09  8.740027e-09  3.242102e-08
[50,]  7.021631e-11  3.782922e-10  1.135612e-09  2.002167e-09  3.573686e-09
              [,46]         [,47]         [,48]         [,49]         [,50]
 [1,] 2.685505e-202 4.174462e-212 3.467816e-222 1.539532e-232 3.652635e-243
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 [4,] 2.985867e-172 2.668748e-181 1.274752e-190 3.254027e-200 4.439165e-210
 [5,] 8.596477e-163 1.376507e-171 1.177925e-180 5.386837e-190 1.316542e-199
 [6,] 1.304732e-153 3.742831e-162 5.737994e-171 4.701078e-180 2.058350e-189
 [7,] 1.043934e-144 5.365039e-153 1.473512e-161 2.162778e-170 1.696503e-179
 [8,] 4.403277e-136 4.054119e-144 1.994794e-152 5.245384e-161 7.371245e-170
 [9,] 9.791058e-128 1.614994e-135 1.423618e-143 6.706465e-152 1.688410e-160
[10,] 1.147715e-119 3.391536e-127 5.355989e-135 4.520233e-143 2.038760e-151
[11,] 7.092342e-112 3.754679e-119 1.062275e-126 1.606124e-134 1.297792e-142
[12,] 2.310447e-104 2.191291e-111 1.110670e-118 3.008486e-126 4.355069e-134
[13,]  3.967833e-97 6.741836e-104 6.121869e-111 2.970763e-118 7.704347e-126
[14,]  3.592209e-90  1.093471e-96 1.778828e-103 1.546461e-110 7.185013e-118
[15,]  1.714434e-83  9.349476e-90  2.724801e-96 4.243857e-103 3.532403e-110
[16,]  4.313510e-77  4.214229e-83  2.200324e-89  6.139506e-96 9.155115e-103
[17,]  5.721382e-71  1.001404e-76  9.366970e-83  4.682387e-89  1.250889e-95
[18,]  4.000483e-65  1.254417e-70  2.102095e-76  1.882528e-82  9.009774e-89
[19,]  1.474602e-59  8.283714e-65  2.486889e-70  3.989941e-76  3.421053e-82
[20,]  2.865421e-54  2.883761e-59  1.550999e-64  4.458024e-70  6.847887e-76
[21,]  2.935303e-49  5.292300e-54  5.099380e-59  2.625846e-64  7.226105e-70
[22,]  1.585130e-44  5.120082e-49  8.838332e-54  8.153480e-59  4.019746e-64
[23,]  4.512690e-40  2.611366e-44  8.075735e-49  1.334676e-53  1.178834e-58
[24,]  6.772579e-36  7.021117e-40  3.889923e-44  1.151743e-48  1.822439e-53
[25,]  5.358274e-32  9.951672e-36  9.877588e-40  5.239455e-44  1.485266e-48
[26,]  2.234853e-28  7.435970e-32  1.322246e-35  1.256515e-39  6.381264e-44
[27,]  4.913918e-25  2.929083e-28  9.330927e-32  1.588549e-35  1.445307e-39
[28,]  5.695935e-22  6.082459e-25  3.471278e-28  1.058729e-31  1.725697e-35
[29,]  3.480694e-19  6.658593e-22  6.807797e-25  3.719807e-28  1.086226e-31
[30,]  1.121347e-16  3.842775e-19  7.038465e-22  6.889824e-25  3.604350e-28
[31,]  1.904606e-14  1.169159e-16  3.836239e-19  6.727425e-22  6.305007e-25
[32,]  1.705660e-12  1.875338e-14  1.102287e-16  3.462937e-19  5.814294e-22
[33,]  8.054819e-11  1.585925e-12  1.669750e-14  9.397174e-17  2.826579e-19
[34,]  2.006283e-09  7.071636e-11  1.333491e-12  1.344350e-14  7.244038e-17
[35,]  2.636772e-08  1.662855e-09  5.614799e-11  1.013909e-12  9.787204e-15
[36,]  1.829799e-07  2.062528e-08  1.246597e-09  4.031550e-11  6.971092e-13
[37,]  6.713608e-07  1.350080e-07  1.459622e-08  8.452015e-10  2.617688e-11
[38,]  1.306113e-06  4.667848e-07  9.015963e-08  9.343558e-09  5.182358e-10
[39,]  1.360646e-06  8.541628e-07  2.939670e-07  5.447766e-08  5.409577e-09
[40,]  8.113244e-07  8.336491e-07  5.066526e-07  1.675910e-07  2.977720e-08
[41,]  4.852200e-07  4.635406e-07  4.645606e-07  2.723007e-07  8.645811e-08
[42,]  8.332427e-07  2.805551e-07  2.431331e-07  2.350412e-07  1.325134e-07
[43,]  1.768333e-06  5.409301e-07  1.543039e-07  1.167696e-07  1.078355e-07
[44,]  3.167978e-06  1.221644e-06  3.318866e-07  8.020502e-08  5.127645e-08
[45,]  4.813454e-06  2.386463e-06  8.007884e-07  1.912660e-07  3.919148e-08
[46,]  5.105479e-06  3.831455e-06  1.705518e-06  4.979432e-07  1.034133e-07
[47,]  3.186456e-06  4.052146e-06  2.840286e-06  1.149076e-06  2.937483e-07
[48,]  1.096832e-06  2.451306e-06  2.959008e-06  1.949661e-06  7.253031e-07
[49,]  2.054546e-07  8.088988e-07  1.726432e-06  1.982096e-06  1.233677e-06
[50,]  2.163472e-08  1.439049e-07  5.451956e-07  1.111022e-06  1.215035e-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  
   167.4065       0.3063  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7wf9x1256744823.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]  7548.853  7737.431  7926.008  8114.585  8303.163  8491.740  8680.318
 [8]  8868.895  9057.473  9246.050  9434.627  9623.205  9811.782 10000.360
[15] 10188.937 10377.515 10566.092 10754.669 10943.247 11131.824 11320.402
[22] 11508.979 11697.556 11886.134 12074.711 12263.289 12451.866 12640.444
[29] 12829.021 13017.598 13206.176 13394.753 13583.331 13771.908 13960.485
[36] 14149.063 14337.640 14526.218 14714.795 14903.373 15091.950 15280.527
[43] 15469.105 15657.682 15846.260 16034.837 16223.415 16411.992 16600.569
[50] 16789.147

$yords
 [1] 3591.691 3690.479 3789.267 3888.056 3986.844 4085.632 4184.420 4283.208
 [9] 4381.996 4480.784 4579.572 4678.360 4777.149 4875.937 4974.725 5073.513
[17] 5172.301 5271.089 5369.877 5468.665 5567.453 5666.242 5765.030 5863.818
[25] 5962.606 6061.394 6160.182 6258.970 6357.758 6456.547 6555.335 6654.123
[33] 6752.911 6851.699 6950.487 7049.275 7148.063 7246.851 7345.640 7444.428
[41] 7543.216 7642.004 7740.792 7839.580 7938.368 8037.156 8135.944 8234.733
[49] 8333.521 8432.309

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  1.352878e-07  2.424434e-07  1.186499e-06  2.843639e-06  2.602492e-06
 [2,]  4.669848e-07  3.639847e-07  5.011373e-07  2.065333e-06  4.739661e-06
 [3,]  8.823881e-07  1.137588e-06  9.004375e-07  1.005185e-06  3.346697e-06
 [4,]  9.373042e-07  1.952140e-06  2.525377e-06  2.042910e-06  1.959432e-06
 [5,]  1.419506e-06  1.896964e-06  3.943038e-06  5.113529e-06  4.244103e-06
 [6,]  2.305464e-06  2.464648e-06  3.526865e-06  7.283166e-06  9.453362e-06
 [7,]  1.830545e-06  3.583682e-06  3.919190e-06  6.041729e-06  1.232353e-05
 [8,]  1.170336e-06  2.798276e-06  5.069593e-06  5.738416e-06  9.566736e-06
 [9,]  8.762687e-07  2.043475e-06  3.977098e-06  6.552307e-06  7.791470e-06
[10,]  4.836572e-07  1.654971e-06  3.347117e-06  5.291771e-06  7.783413e-06
[11,]  1.470102e-07  9.276162e-07  2.893334e-06  5.135682e-06  6.639046e-06
[12,]  1.884672e-08  2.706062e-07  1.630257e-06  4.682067e-06  7.379177e-06
[13,]  8.909340e-10  3.217323e-08  4.521890e-07  2.621872e-06  7.013730e-06
[14,]  1.489809e-11  1.396664e-09  4.968351e-08  6.856335e-07  3.854973e-06
[15,]  8.706808e-14  2.141059e-11  1.978453e-09  6.940853e-08  9.432331e-07
[16,]  1.770716e-16  1.147262e-13  2.779294e-11  2.532868e-09  8.774387e-08
[17,]  1.250474e-19  2.140071e-16  1.365154e-13  3.259189e-11  2.931458e-09
[18,]  3.062463e-23  1.386685e-19  2.335420e-16  1.467118e-13  3.453541e-11
[19,]  2.598735e-27  3.116794e-23  1.388352e-19  2.301431e-16  1.424312e-13
[20,]  7.636445e-32  2.427786e-27  2.863762e-23  1.255080e-19  2.048357e-16
[21,]  7.767551e-37  6.549461e-32  2.047545e-27  2.375668e-23  1.024623e-19
[22,]  2.734119e-42  6.116438e-37  5.070843e-32  1.559026e-27  1.779576e-23
[23,]  3.329763e-48  1.976794e-42  4.347796e-37  3.544384e-32  1.071850e-27
[24,]  1.402850e-54  2.210546e-48  1.290185e-42  2.790055e-37  2.236883e-32
[25,]  2.044469e-61  8.551822e-55  1.324756e-48  7.601792e-43  1.616570e-37
[26,]  1.030588e-68  1.144425e-61  4.705920e-55  7.166929e-49  4.043935e-43
[27,]  1.796851e-76  5.297382e-69  5.782773e-62  2.337726e-55  3.500707e-49
[28,]  1.083567e-84  8.481401e-77  2.458017e-69  2.637864e-62  1.048509e-55
[29,]  2.259936e-93  4.696575e-85  3.613754e-77  1.029590e-69  1.086395e-62
[30,] 1.630171e-102  8.994955e-94  1.837588e-85  1.389989e-77  3.893761e-70
[31,] 4.066967e-112 5.958291e-103  3.231844e-94  6.490578e-86  4.827219e-78
[32,] 3.509005e-122 1.364974e-112 1.965796e-103  1.048216e-94  2.069832e-86
[33,] 1.047132e-132 1.081515e-122 4.135570e-113 5.855077e-104  3.069703e-95
[34,] 1.080705e-143 2.963677e-133 3.009017e-123 1.131125e-113 1.574566e-104
[35,] 3.857296e-155 2.808670e-144 7.571607e-134 7.557296e-124 2.793239e-114
[36,] 4.761705e-167 9.206074e-156 6.589550e-145 1.746335e-134 1.713813e-124
[37,] 2.032959e-179 1.043603e-167 1.983405e-156 1.395655e-145 3.636723e-135
[38,] 3.001660e-192 4.091324e-180 2.064600e-168 3.857440e-157 2.668884e-146
[39,] 1.532849e-205 5.547496e-193 7.433011e-181 3.687436e-169 6.774136e-158
[40,] 2.707219e-219 2.601455e-206 9.255079e-194 1.219093e-181 5.946561e-170
[41,] 1.653529e-233 4.218916e-220 3.985305e-207 1.393850e-194 1.805286e-182
[42,] 3.493066e-248 2.366419e-234 5.935381e-221 5.511891e-208 1.895533e-195
[43,] 2.552042e-263 4.590589e-249 3.057185e-235 7.538265e-222 6.883403e-209
[44,] 6.448441e-279 3.079860e-264 5.446040e-250 3.565565e-236 8.644931e-223
[45,] 5.635175e-295 7.146271e-280 3.355258e-265 5.832724e-251 3.754968e-237
[46,] 1.702927e-311 5.734098e-296 7.148410e-281 3.299547e-266 5.640170e-252
[47,]  0.000000e+00 1.591417e-312 5.267747e-297 6.456065e-282 2.930272e-267
[48,]  0.000000e+00  0.000000e+00 1.342537e-313 4.368854e-298 5.265140e-283
[49,]  0.000000e+00  0.000000e+00  0.000000e+00 1.022476e-314 3.271885e-299
[50,]  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00 7.031893e-316
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  8.949612e-07  1.177724e-07  7.090506e-09  3.818682e-10  1.909719e-11
 [2,]  4.221424e-06  1.422111e-06  1.885185e-07  1.354445e-08  1.046569e-09
 [3,]  7.269450e-06  6.288137e-06  2.080823e-06  2.856308e-07  2.683865e-08
 [4,]  5.106141e-06  1.032777e-05  8.653362e-06  2.828816e-06  4.209154e-07
 [5,]  3.688766e-06  7.434010e-06  1.371023e-05  1.109003e-05  3.619232e-06
 [6,]  8.066938e-06  6.632653e-06  1.046123e-05  1.718822e-05  1.337057e-05
 [7,]  1.597227e-05  1.402548e-05  1.125696e-05  1.435077e-05  2.058509e-05
 [8,]  1.913754e-05  2.469099e-05  2.231141e-05  1.785932e-05  1.921606e-05
 [9,]  1.404914e-05  2.732992e-05  3.496424e-05  3.249800e-05  2.631360e-05
[10,]  9.897910e-06  1.919981e-05  3.596797e-05  4.541634e-05  4.339670e-05
[11,]  8.574649e-06  1.188625e-05  2.449952e-05  4.372302e-05  5.419881e-05
[12,]  7.914326e-06  8.881375e-06  1.363725e-05  2.928169e-05  4.921457e-05
[13,]  9.944328e-06  9.049779e-06  8.827904e-06  1.508579e-05  3.287258e-05
[14,]  9.731125e-06  1.262219e-05  1.006299e-05  8.669124e-06  1.619228e-05
[15,]  5.180679e-06  1.252464e-05  1.520736e-05  1.110287e-05  8.719944e-06
[16,]  1.177886e-06  6.369799e-06  1.500806e-05  1.760066e-05  1.245951e-05
[17,]  1.004380e-07  1.336977e-06  7.186052e-06  1.685989e-05  1.987745e-05
[18,]  3.068909e-09  1.042336e-07  1.383230e-06  7.482732e-06  1.796176e-05
[19,]  3.308311e-11  2.909285e-09  9.831323e-08  1.311417e-06  7.268241e-06
[20,]  1.249621e-13  2.867756e-11  2.502759e-09  8.467744e-08  1.150516e-06
[21,]  1.647197e-16  9.916288e-14  2.253749e-11  1.962201e-09  6.720376e-08
[22,]  7.556483e-20  1.197715e-16  7.130003e-14  1.612266e-11  1.414132e-09
[23,]  1.204119e-23  5.038060e-20  7.888090e-17  4.663181e-14  1.058740e-11
[24,]  6.655888e-28  7.364725e-24  3.041713e-20  4.723415e-17  2.797488e-14
[25,]  1.275046e-32  3.735834e-28  4.078550e-24  1.669350e-20  2.593518e-17
[26,]  8.459394e-38  6.568952e-33  1.898457e-28  2.052996e-24  8.400202e-21
[27,]  1.942921e-43  4.001016e-38  3.064056e-33  8.769081e-29  9.476115e-25
[28,]  1.544348e-49  8.437200e-44  1.713344e-38  1.299187e-33  3.715047e-29
[29,]  4.247264e-56  6.157775e-50  3.317374e-44  6.670123e-39  5.053853e-34
[30,]  4.041011e-63  1.555069e-56  2.223227e-50  1.185959e-44  2.383147e-39
[31,]  1.329999e-70  1.358666e-63  5.155904e-57  7.299561e-51  3.892601e-45
[32,]  1.514074e-78  4.106291e-71  4.136811e-64  1.554796e-57  2.201226e-51
[33,]  5.961857e-87  4.292907e-79  1.148246e-71  1.145863e-64  4.308221e-58
[34,]  8.119518e-96  1.552336e-87  1.102471e-79  2.921508e-72  2.917659e-65
[35,] 3.824458e-105  1.941441e-96  3.661218e-88  2.576585e-80  6.835918e-73
[36,] 6.230491e-115 8.398145e-106  4.205513e-97  7.860350e-89  5.540673e-81
[37,] 3.510506e-125 1.256446e-115 1.670800e-106  8.294116e-98  1.553430e-89
[38,] 6.840582e-136 6.501080e-126 2.295724e-116 3.026932e-107  1.506437e-98
[39,] 4.610228e-147 1.163418e-136 1.091010e-126 3.820842e-117 5.053045e-108
[40,] 1.074585e-158 7.200746e-148 1.793220e-137 1.668092e-127 5.862401e-118
[41,] 8.662220e-171 1.541317e-159 1.019333e-148 2.518644e-138 2.352336e-128
[42,] 2.415032e-183 1.141071e-171 2.004043e-160 1.315309e-149 3.264743e-139
[43,] 2.328648e-196 2.921607e-184 1.362666e-172 2.375669e-161 1.567136e-150
[44,] 7.765544e-210 2.587137e-197 3.204519e-185 1.484024e-173 2.601795e-162
[45,] 8.956262e-224 7.923283e-211 2.606315e-198 3.206209e-186 1.493985e-174
[46,] 3.572110e-238 8.391438e-225 7.330613e-212 2.395515e-199 2.966802e-187
[47,] 4.927786e-253 3.073947e-239 7.131541e-226 6.190695e-213 2.037853e-200
[48,] 2.351069e-268 3.894430e-254 2.399477e-240 5.533185e-227 4.841317e-214
[49,] 3.879410e-284 1.706393e-269 2.792155e-255 1.710431e-241 3.977946e-228
[50,] 2.213872e-300 2.585843e-285 1.123707e-270 1.828657e-256 1.130479e-242
              [,11]         [,12]         [,13]         [,14]         [,15]
 [1,]  4.446847e-13  3.940754e-15  1.296598e-17  1.579813e-20  7.126254e-24
 [2,]  5.840194e-11  1.358501e-12  1.185391e-14  3.834453e-17  4.592496e-20
 [3,]  2.776648e-09  1.627680e-10  3.749970e-12  3.218919e-14  1.023585e-16
 [4,]  5.500849e-08  6.905911e-09  4.113134e-10  9.347968e-12  7.890333e-14
 [5,]  6.216877e-07  1.129581e-07  1.580111e-08  9.401658e-10  2.103877e-11
 [6,]  4.431433e-06  9.378197e-07  2.236365e-07  3.293727e-08  1.941695e-09
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[10,]  3.588453e-05  3.122368e-05  2.925438e-05  1.910283e-05  8.590762e-06
[11,]  5.323136e-05  4.527177e-05  3.723279e-05  3.114928e-05  1.966660e-05
[12,]  5.953743e-05  6.014775e-05  5.295050e-05  4.214001e-05  3.219320e-05
[13,]  5.143383e-05  6.034915e-05  6.286085e-05  5.769067e-05  4.524948e-05
[14,]  3.474968e-05  5.006651e-05  5.663229e-05  6.111522e-05  5.898830e-05
[15,]  1.692577e-05  3.467897e-05  4.558210e-05  4.944167e-05  5.571508e-05
[16,]  9.287026e-06  1.729266e-05  3.280315e-05  3.907716e-05  4.048724e-05
[17,]  1.449805e-05  1.060893e-05  1.739716e-05  2.965808e-05  3.196878e-05
[18,]  2.226059e-05  1.750350e-05  1.278736e-05  1.747166e-05  2.609237e-05
[19,]  1.844276e-05  2.497743e-05  2.148169e-05  1.570561e-05  1.781605e-05
[20,]  6.697032e-06  1.858441e-05  2.805443e-05  2.601718e-05  1.897277e-05
[21,]  9.497009e-07  5.988592e-06  1.863422e-05  3.116788e-05  3.029505e-05
[22,]  4.996652e-08  7.566619e-07  5.323768e-06  1.864572e-05  3.366540e-05
[23,]  9.526124e-10  3.577912e-08  6.005936e-07  4.778391e-06  1.844768e-05
[24,]  6.491931e-12  6.178638e-10  2.562427e-08  4.874120e-07  4.323397e-06
[25,]  1.566645e-14  3.836011e-12  4.027654e-10  1.899693e-08  4.063384e-07
[26,]  1.329587e-17  8.466615e-15  2.289523e-12  2.748293e-10  1.470364e-08
[27,]  3.948494e-21  6.588884e-18  4.643509e-15  1.443776e-12  1.982269e-10
[28,]  4.088380e-25  1.797250e-21  3.327481e-18  2.710508e-15  9.706761e-13
[29,]  1.472203e-29  1.711076e-25  8.366917e-22  1.798441e-18  1.696107e-15
[30,]  1.840426e-34  5.669256e-30  7.347516e-26  4.186029e-22  1.045375e-18
[31,]  7.977774e-40  6.523957e-35  2.246191e-30  3.401221e-26  2.256084e-22
[32,]  1.198092e-45  2.603910e-40  2.385297e-35  9.616082e-31  1.697158e-26
[33,]  6.230420e-52  3.601509e-46  8.786412e-41  9.440358e-36  4.437470e-31
[34,]  1.121487e-58  1.725108e-52  1.121603e-46  3.213798e-41  4.025524e-36
[35,]  6.985544e-66  2.860444e-59  4.958418e-53  3.790518e-47  1.265573e-41
[36,]  1.505505e-73  1.641474e-66  7.588502e-60  1.548067e-53  1.377926e-47
[37,]  1.122491e-81  3.259370e-74  4.019360e-67  2.188428e-60  5.193316e-54
[38,]  2.895050e-90  2.239072e-82  7.366422e-75  1.070560e-67  6.773430e-61
[39,]  2.582884e-99  5.321378e-91  4.671128e-83  1.812061e-75  3.056675e-68
[40,] 7.970783e-109 4.374868e-100  1.024717e-91  1.061105e-83  4.771989e-76
[41,] 8.507964e-119 1.244149e-109 7.776527e-101  2.149565e-92  2.577168e-84
[42,] 3.141208e-129 1.223923e-119 2.041555e-110 1.506368e-101  4.814515e-93
[43,] 4.011395e-140 4.164750e-130 1.853985e-120 3.651513e-111 3.111007e-102
[44,] 1.771838e-151 4.902098e-141 5.824102e-131 3.061874e-121 6.953470e-112
[45,] 2.706940e-163 1.995844e-152 6.328757e-142 8.880945e-132 5.375725e-122
[46,] 1.430291e-175 2.810544e-164 2.378733e-153 8.909694e-143 1.437423e-132
[47,] 2.614139e-188 1.369094e-176 3.092859e-165 3.091990e-154 1.329466e-143
[48,] 1.652564e-201 2.306881e-189 1.391027e-177 3.711606e-166 4.253002e-155
[49,] 3.613351e-215 1.344497e-202 2.164017e-190 1.541059e-178 4.705677e-167
[50,] 2.732695e-229 2.710503e-216 1.164541e-203 2.213276e-191 1.800886e-179
              [,16]         [,17]         [,18]         [,19]         [,20]
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[10,]  4.394613e-06  1.557827e-06  2.295669e-07  1.272243e-08  2.616266e-10
[11,]  9.826230e-06  5.597419e-06  1.994991e-06  2.893753e-07  1.576113e-08
[12,]  1.985902e-05  1.086637e-05  6.552314e-06  2.312602e-06  3.294106e-07
[13,]  3.225119e-05  1.965090e-05  1.149323e-05  7.024578e-06  2.426256e-06
[14,]  4.627817e-05  3.133231e-05  1.901358e-05  1.154320e-05  6.891994e-06
[15,]  5.716466e-05  4.539555e-05  2.956446e-05  1.791287e-05  1.095945e-05
[16,]  4.813037e-05  5.309193e-05  4.304537e-05  2.712012e-05  1.631998e-05
[17,]  3.158078e-05  3.992299e-05  4.774062e-05  3.968692e-05  2.415942e-05
[18,]  2.566469e-05  2.418231e-05  3.229621e-05  4.183387e-05  3.563351e-05
[19,]  2.307596e-05  2.129416e-05  1.917793e-05  2.593220e-05  3.577611e-05
[20,]  1.864746e-05  2.142676e-05  1.952421e-05  1.686817e-05  2.107979e-05
[21,]  2.195967e-05  1.994274e-05  2.154256e-05  2.046021e-05  1.706624e-05
[22,]  3.332581e-05  2.396273e-05  2.138419e-05  2.325355e-05  2.363779e-05
[23,]  3.478362e-05  3.429891e-05  2.445384e-05  2.246510e-05  2.587328e-05
[24,]  1.775651e-05  3.396548e-05  3.290489e-05  2.330360e-05  2.271088e-05
[25,]  3.876850e-06  1.635448e-05  3.111487e-05  2.947156e-05  2.086247e-05
[26,]  3.412790e-07  3.368124e-06  1.422640e-05  2.666159e-05  2.485417e-05
[27,]  1.160033e-08  2.801685e-07  2.778715e-06  1.158705e-05  2.141428e-05
[28,]  1.467200e-10  8.980366e-09  2.188073e-07  2.145907e-06  8.799380e-06
[29,]  6.716775e-13  1.065720e-10  6.603083e-09  1.595446e-07  1.537574e-06
[30,]  1.093018e-15  4.552678e-13  7.328282e-11  4.514783e-09  1.073833e-07
[31,]  6.253223e-19  6.881885e-16  2.911073e-13  4.667239e-11  2.836186e-09
[32,]  1.249562e-22  3.645080e-19  4.075011e-16  1.718333e-13  2.721076e-11
[33,]  8.687851e-27  6.727858e-23  1.993221e-19  2.221935e-16  9.260760e-14
[34,]  2.096863e-31  4.313935e-27  3.391326e-23  1.001825e-19  1.104180e-16
[35,]  1.754361e-36  9.592190e-32  2.002160e-27  1.569134e-23  4.583473e-20
[36,]  5.083848e-42  7.388550e-37  4.095938e-32  8.520935e-28  6.603148e-24
[37,]  5.099937e-48  1.970295e-42  2.901346e-37  1.602574e-32  3.296243e-28
[38,]  1.770450e-54  1.818282e-48  7.112676e-43  1.043257e-37  5.696783e-33
[39,]  2.126522e-61  5.805749e-55  6.033163e-49  2.350011e-43  3.407169e-38
[40,]  8.835905e-69  6.412758e-62  1.770317e-55  1.831284e-49  7.050014e-44
[41,]  1.270020e-76  2.450202e-69  1.796912e-62  4.936471e-56  5.046299e-50
[42,]  6.314183e-85  3.238143e-77  6.308656e-70  4.602711e-63  1.249390e-56
[43,]  1.085784e-93  1.480128e-85  7.660416e-78  1.484284e-70  1.069875e-63
[44,] 6.458079e-103  2.340053e-94  3.217261e-86  1.655531e-78  3.168731e-71
[45,] 1.328554e-112 1.279551e-103  4.673270e-95  6.386408e-87  3.245915e-79
[46,] 9.452587e-123 2.419778e-113 2.347673e-104  8.520344e-96  1.149928e-87
[47,] 2.326200e-133 1.582730e-123 4.079078e-114 3.931539e-105  1.408989e-96
[48,] 1.979933e-144 3.580431e-134 2.451200e-124 6.274200e-115 5.970825e-106
[49,] 5.828322e-156 2.801194e-145 5.094136e-135 3.462802e-125 8.750531e-116
[50,] 5.934130e-168 7.579871e-157 3.661577e-146 6.609983e-136 4.435438e-126
              [,21]         [,22]        [,23]        [,24]        [,25]
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[10,]  1.992552e-12  5.618409e-15 5.864984e-18 2.266545e-21 3.242683e-25
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[19,]  3.107162e-05  1.730016e-05 9.229066e-06 4.760418e-06 1.776572e-06
[20,]  2.981022e-05  2.619973e-05 1.379725e-05 6.750285e-06 3.243336e-06
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[26,]  1.785503e-05  2.018168e-05 3.018448e-05 3.798605e-05 3.090039e-05
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[30,]  1.018027e-06  4.164536e-06 8.859342e-06 1.277171e-05 1.376258e-05
[31,]  6.630798e-08  6.235702e-07 2.675235e-06 6.874942e-06 1.268174e-05
[32,]  1.626576e-09  3.748486e-08 3.564056e-07 1.713729e-06 5.705182e-06
[33,]  1.443687e-11  8.491470e-10 1.944130e-08 1.939172e-07 1.139542e-06
[34,]  4.532715e-14  6.950662e-12 4.033869e-10 9.327762e-09 1.039235e-07
[35,]  4.976880e-17  2.009739e-14 3.033597e-12 1.748476e-10 4.216360e-09
[36,]  1.900420e-20  2.030097e-17 8.063411e-15 1.200906e-12 6.967652e-11
[37,]  2.516878e-24  7.126795e-21 7.486626e-18 2.927041e-15 4.323707e-13
[38,]  1.154535e-28  8.673602e-25 2.415103e-21 2.495213e-18 9.621073e-16
[39,]  1.833136e-33  3.655333e-29 2.700362e-25 7.392926e-22 7.517179e-19
[40,]  1.007068e-38  5.331072e-34 1.045327e-29 7.592199e-26 2.044103e-22
[41,]  1.913949e-44  2.689977e-39 1.400267e-34 2.699336e-30 1.927513e-26
[42,]  1.258216e-50  4.695210e-45 6.489023e-40 3.320834e-35 6.293307e-31
[43,]  2.860854e-57  2.834572e-51 1.040142e-45 1.413262e-40 7.109902e-36
[44,]  2.249863e-64  5.918941e-58 5.766838e-52 2.080404e-46 2.778729e-41
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[46,]  5.756535e-80  1.067698e-72 7.333840e-66 1.865186e-59 1.756256e-53
[47,]  1.872873e-88  9.223516e-81 1.682193e-73 1.135954e-66 2.840001e-60
[48,]  2.107391e-97  2.755715e-89 1.334477e-81 2.392715e-74 1.588337e-67
[49,] 8.200793e-107  2.847389e-98 3.661183e-90 1.743002e-82 3.072168e-75
[50,] 1.103742e-116 1.017559e-107 3.474017e-99 4.391415e-91 2.055166e-83
             [,26]        [,27]         [,28]         [,29]         [,30]
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[21,] 2.043586e-06 6.036851e-07  1.117829e-07  1.124312e-08  4.881983e-10
[22,] 2.977269e-06 1.188019e-06  3.152292e-07  5.113715e-08  4.729238e-09
[23,] 5.885265e-06 1.845643e-06  6.381462e-07  1.526878e-07  2.165438e-08
[24,] 1.119922e-05 4.579062e-06  1.153320e-06  3.205287e-07  6.854149e-08
[25,] 1.275340e-05 1.008213e-05  3.880800e-06  7.867488e-07  1.572935e-07
[26,] 1.740235e-05 1.328130e-05  9.926737e-06  3.636800e-06  6.382326e-07
[27,] 3.127915e-05 1.890411e-05  1.478581e-05  1.044825e-05  3.712744e-06
[28,] 3.538312e-05 3.041207e-05  2.052737e-05  1.698390e-05  1.144169e-05
[29,] 2.418345e-05 3.228806e-05  2.878068e-05  2.223500e-05  1.966413e-05
[30,] 1.482727e-05 2.255498e-05  2.928090e-05  2.696765e-05  2.397756e-05
[31,] 1.525140e-05 1.590799e-05  2.218318e-05  2.713811e-05  2.543356e-05
[32,] 1.286752e-05 1.678624e-05  1.777621e-05  2.302528e-05  2.613033e-05
[33,] 4.944042e-06 1.270708e-05  1.776644e-05  1.982405e-05  2.449747e-05
[34,] 8.006786e-07 4.270090e-06  1.186114e-05  1.782577e-05  2.135203e-05
[35,] 5.713140e-08 5.819864e-07  3.530880e-06  1.033739e-05  1.688386e-05
[36,] 1.853640e-09 3.296829e-08  4.192129e-07  2.729999e-06  8.395588e-06
[37,] 2.593924e-11 8.259407e-10  1.968526e-08  2.880301e-07  1.953647e-06
[38,] 1.425075e-13 9.283904e-12  3.843556e-10  1.168680e-08  1.843784e-07
[39,] 2.870481e-16 4.358867e-14  3.326429e-12  1.858715e-10  6.634685e-09
[40,] 2.048689e-19 7.816213e-17  1.268758e-14  1.237013e-12  9.012208e-11
[41,] 5.106335e-23 5.061405e-20  1.964701e-17  3.651429e-15  4.801545e-13
[42,] 4.418958e-27 1.153317e-23  1.138656e-20  4.658283e-18  1.081591e-15
[43,] 1.324637e-31 9.150325e-28  2.359113e-24  2.354579e-21  1.078905e-18
[44,] 1.374208e-36 2.517427e-32  1.712486e-28  4.386484e-25  4.557997e-22
[45,] 4.931935e-42 2.397795e-37  4.320620e-33  2.900568e-29  7.471159e-26
[46,] 6.122292e-48 7.901773e-43  3.777160e-38  6.700032e-34  4.459534e-30
[47,] 2.628639e-54 9.007513e-49  1.142861e-43  5.372883e-39  9.398205e-35
[48,] 3.903429e-61 3.551425e-55  1.196272e-49  1.492255e-44  6.904075e-40
[49,] 2.004670e-68 4.842725e-62  4.331031e-56  1.434132e-50  1.759245e-45
[50,] 3.560731e-76 2.283912e-69  5.423348e-63  4.767808e-57  1.552101e-51
              [,31]         [,32]         [,33]         [,34]         [,35]
 [1,] 4.257270e-136 8.849450e-147 6.809683e-158 1.939980e-169 2.045936e-181
 [2,] 1.674357e-125 9.241203e-136 1.888144e-146 1.428239e-157 3.999368e-169
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 [5,]  1.743022e-96 1.800814e-105 6.887523e-115 9.752465e-125 5.112020e-135
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 [7,]  1.908536e-79  1.390135e-87  3.748373e-96 3.741835e-105 1.382785e-114
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 [9,]  2.989761e-64  1.535264e-71  2.918507e-79  2.053964e-87  5.351239e-96
[10,]  2.406773e-57  3.281536e-64  1.656344e-71  3.095124e-79  2.141093e-87
[11,]  6.700644e-51  2.425793e-57  3.251045e-64  1.613042e-71  2.962776e-79
[12,]  6.451854e-45  6.201789e-51  2.206897e-57  2.907367e-64  1.417911e-71
[13,]  2.148510e-39  5.483591e-45  5.181149e-51  1.812337e-57  2.346843e-64
[14,]  2.474434e-34  1.676867e-39  4.206836e-45  3.907183e-51  1.343398e-57
[15,]  9.855970e-30  1.773444e-34  1.181327e-39  2.913221e-45  2.659562e-51
[16,]  1.357716e-25  6.486671e-30  1.147283e-34  7.512232e-40  1.820965e-45
[17,]  6.468506e-22  8.205615e-26  3.853499e-30  6.699601e-35  4.311986e-40
[18,]  1.065841e-18  3.589953e-22  4.476384e-26  2.066408e-30  3.531346e-35
[19,]  6.074423e-16  5.432003e-19  1.798397e-22  2.204283e-26  1.000200e-30
[20,]  1.197942e-13  2.842971e-16  2.498864e-19  8.132185e-23  9.797599e-27
[21,]  8.196235e-12  5.149895e-14  1.201060e-16  1.037654e-19  3.319279e-23
[22,]  1.974888e-10  3.240554e-12  1.998618e-14  4.580274e-17  3.889351e-20
[23,]  1.814624e-09  7.232664e-11  1.157345e-12  7.002665e-15  1.576715e-17
[24,]  8.512178e-09  6.371425e-10  2.400735e-11  3.734896e-13  2.215242e-15
[25,]  2.869993e-08  3.115444e-09  2.054830e-10  7.233322e-12  1.089525e-13
[26,]  8.606149e-08  1.172103e-08  1.072961e-09  6.119848e-11  1.982384e-12
[27,]  6.356978e-07  6.672408e-08  5.664261e-09  3.701726e-10  1.709047e-11
[28,]  4.050604e-06  7.496028e-07  7.860997e-08  4.652497e-09  1.678233e-10
[29,]  1.283741e-05  4.669021e-06  9.792589e-07  1.131277e-07  6.112141e-09
[30,]  2.265191e-05  1.463330e-05  5.602462e-06  1.325513e-06  1.657604e-07
[31,]  2.564009e-05  2.572686e-05  1.675728e-05  6.813983e-06  1.762197e-06
[32,]  2.437286e-05  2.703364e-05  2.855885e-05  1.896244e-05  8.140424e-06
[33,]  2.597921e-05  2.370309e-05  2.792647e-05  3.071469e-05  2.083829e-05
[34,]  2.572078e-05  2.606442e-05  2.317259e-05  2.809694e-05  3.174977e-05
[35,]  2.177413e-05  2.589436e-05  2.575826e-05  2.252104e-05  2.739870e-05
[36,]  1.508992e-05  2.079434e-05  2.461260e-05  2.470610e-05  2.161852e-05
[37,]  6.375703e-06  1.272145e-05  1.848870e-05  2.197646e-05  2.292564e-05
[38,]  1.291651e-06  4.551910e-06  1.009594e-05  1.525796e-05  1.847408e-05
[39,]  1.087401e-07  7.914516e-07  3.069897e-06  7.513103e-06  1.167243e-05
[40,]  3.510547e-09  5.888657e-08  4.521260e-07  1.959844e-06  5.215704e-06
[41,]  4.206484e-11  1.708360e-09  2.932251e-08  2.424557e-07  1.182433e-06
[42,]  1.888335e-13  1.836055e-11  7.605485e-10  1.348666e-08  1.227604e-07
[43,]  3.351606e-16  7.216453e-14  7.374406e-12  3.095852e-10  5.767003e-09
[44,]  2.545627e-19  1.063465e-16  2.593398e-14  2.705327e-12  1.155155e-10
[45,]  8.522184e-23  6.278396e-20  3.315461e-17  8.595710e-15  9.043616e-13
[46,]  1.183591e-26  1.604532e-23  1.600336e-20  9.791675e-18  2.602237e-15
[47,]  6.263154e-31  1.792465e-27  3.145205e-24  4.056050e-21  2.676934e-18
[48,]  1.195351e-35  8.137596e-32  2.700486e-28  6.416846e-25  9.824701e-22
[49,]  8.021385e-41  1.385596e-36  1.001451e-32  4.206494e-29  1.317575e-25
[50,]  1.873321e-46  8.442985e-42  1.479215e-37  1.211257e-33  6.848618e-30
              [,36]         [,37]         [,38]         [,39]         [,40]
 [1,] 7.988177e-194 1.154586e-206 6.178277e-220 1.223855e-233 8.975454e-248
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 [4,] 4.620391e-157 1.250101e-168 1.252194e-180 4.643247e-193 6.374319e-206
 [5,] 9.920400e-146 7.126747e-157 1.895454e-168 1.866206e-180 6.802473e-193
 [6,] 7.366561e-135 1.405151e-145 9.922935e-157 2.594073e-168 2.510643e-180
 [7,] 1.891828e-124 9.581545e-135 1.796586e-145 1.247056e-156 3.204673e-168
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[10,]  5.483379e-96 5.198639e-105 1.824684e-114 2.370900e-124 1.140503e-134
[11,]  2.014683e-87  5.071588e-96 4.726473e-105 1.630641e-114 2.082749e-124
[12,]  2.560072e-79  1.711139e-87  4.234223e-96 3.878742e-105 1.315421e-114
[13,]  1.125077e-71  1.996693e-79  1.311883e-87  3.190862e-96 2.873273e-105
[14,]  1.710008e-64  8.057922e-72  1.405730e-79  9.078431e-88  2.170576e-96
[15,]  8.988741e-58  1.124656e-64  5.209471e-72  8.933021e-80  5.670975e-88
[16,]  1.634126e-51  5.428778e-58  6.676846e-65  3.039989e-72  5.124206e-80
[17,]  1.027440e-45  9.062933e-52  2.959601e-58  3.577911e-65  1.601324e-72
[18,]  2.234162e-40  5.232665e-46  4.537145e-52  1.456381e-58  1.730693e-65
[19,]  1.680182e-35  1.044865e-40  2.405555e-46  2.050234e-52  6.469095e-59
[20,]  4.370021e-31  7.215780e-36  4.410961e-41  9.981991e-47  8.362815e-53
[21,]  3.930961e-27  1.723429e-31  2.797296e-36  1.680809e-41  3.738944e-47
[22,]  1.222934e-23  1.423598e-27  6.135163e-32  9.788164e-37  5.781317e-42
[23,]  1.315928e-20  4.067042e-24  4.653764e-28  1.971395e-32  3.091676e-37
[24,]  4.899641e-18  4.018899e-21  1.220901e-24  1.373200e-28  5.718036e-33
[25,]  6.327814e-16  1.374437e-18  1.107931e-21  3.308222e-25  3.657518e-29
[26,]  2.874745e-14  1.632374e-16  3.480681e-19  2.757074e-22  8.091728e-26
[27,]  4.960378e-13  6.866510e-15  3.803737e-17  7.957700e-20  6.193291e-23
[28,]  4.847750e-12  1.147970e-13  1.487597e-15  8.008856e-18  1.642627e-20
[29,]  1.459024e-10  1.961172e-12  2.649565e-14  2.947823e-16  1.525159e-18
[30,]  8.924514e-09  1.896900e-10  1.651154e-12  8.712518e-15  5.651623e-17
[31,]  2.299036e-07  1.237477e-08  2.550962e-10  1.991157e-12  6.356695e-15
[32,]  2.222280e-06  2.942803e-07  1.570927e-08  3.179868e-10  2.404188e-12
[33,]  9.315980e-06  2.610048e-06  3.446850e-07  1.812581e-08  3.601914e-10
[34,]  2.194675e-05  1.007152e-05  2.836133e-06  3.689490e-07  1.900528e-08
[35,]  3.135484e-05  2.200604e-05  1.025191e-05  2.855696e-06  3.620638e-07
[36,]  2.583353e-05  2.949081e-05  2.100745e-05  9.874904e-06  2.685322e-06
[37,]  2.053145e-05  2.360696e-05  2.643602e-05  1.919183e-05  9.093757e-06
[38,]  2.071867e-05  1.949510e-05  2.111975e-05  2.270851e-05  1.690901e-05
[39,]  1.473244e-05  1.848375e-05  1.880118e-05  1.886206e-05  1.889507e-05
[40,]  8.279892e-06  1.128316e-05  1.653541e-05  1.863908e-05  1.723363e-05
[41,]  3.359416e-06  5.458465e-06  8.435908e-06  1.499549e-05  1.895911e-05
[42,]  6.708470e-07  1.997823e-06  3.362164e-06  6.269632e-06  1.377699e-05
[43,]  5.885065e-08  3.554216e-07  1.092948e-06  1.954890e-06  4.698754e-06
[44,]  2.309391e-09  2.667848e-08  1.745658e-07  5.489780e-07  1.091598e-06
[45,]  3.970043e-11  8.715885e-10  1.137949e-08  7.896661e-08  2.533231e-07
[46,]  2.756745e-13  1.264928e-11  3.111442e-10  4.534132e-09  3.273272e-08
[47,]  7.166845e-16  7.684725e-14  3.764052e-12  1.050245e-10  1.674641e-09
[48,]  6.692592e-19  1.794204e-16  1.968201e-14  1.053254e-12  3.337687e-11
[49,]  2.213831e-22  1.521587e-19  4.088141e-17  4.660587e-15  2.784076e-13
[50,]  2.611821e-26  4.571835e-23  3.139508e-20  8.502013e-18  1.027787e-15
              [,41]         [,42]         [,43]         [,44]         [,45]
 [1,] 2.436705e-262 2.449147e-277 9.112665e-293 1.255285e-308  0.000000e+00
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[10,] 2.030982e-145 1.338982e-156 3.267896e-168 2.952720e-180 9.876424e-193
[11,] 9.847869e-135 1.723876e-145 1.117109e-156 2.680060e-168 2.380224e-180
[12,] 1.651451e-124 7.675822e-135 1.320718e-145 8.413068e-157 1.983917e-168
[13,] 9.577980e-115 1.182029e-124 5.400192e-135 9.133743e-146 5.718917e-157
[14,] 1.921179e-105 6.295313e-115 7.636497e-125 3.429486e-135 5.701510e-146
[15,]  1.332743e-96 1.159554e-105 3.734770e-115 4.453422e-125 1.965851e-135
[16,]  3.197504e-88  7.386710e-97 6.317127e-106 2.000069e-115 2.344215e-125
[17,]  2.653137e-80  1.627402e-88  3.695380e-97 3.106559e-106 9.667806e-116
[18,]  7.613712e-73  1.240015e-80  7.476307e-89  1.668794e-97 1.378946e-106
[19,]  7.556414e-66  3.267693e-73  5.231153e-81  3.100332e-89  6.802184e-98
[20,]  2.593704e-59  2.978113e-66  1.265882e-73  1.992045e-81  1.160473e-89
[21,]  3.079022e-53  9.387043e-60  1.059441e-66  4.426679e-74  6.847152e-82
[22,]  1.264114e-47  1.023287e-53  3.066485e-60  3.402022e-67  1.397220e-74
[23,]  1.794937e-42  3.857941e-48  3.069694e-54  9.042461e-61  9.860755e-68
[24,]  8.814497e-38  5.030359e-43  1.062758e-48  8.312301e-55  2.406804e-61
[25,]  1.497025e-33  2.268425e-38  1.272493e-43  2.642634e-49  2.031665e-55
[26,]  8.793410e-30  3.537879e-34  5.269493e-39  2.905668e-44  5.931401e-50
[27,]  1.786489e-26  1.908311e-30  7.546801e-35  1.104926e-39  5.988799e-45
[28,]  1.255836e-23  3.560327e-27  3.738131e-31  1.453145e-35  2.091263e-40
[29,]  3.061764e-21  2.298838e-24  6.404795e-28  6.609861e-32  2.525650e-36
[30,]  2.640245e-19  5.155794e-22  3.798872e-25  1.040048e-28  1.054970e-32
[31,]  1.431571e-17  4.313053e-20  7.867417e-23  5.668892e-26  1.524538e-29
[32,]  6.838122e-15  8.208885e-18  8.431950e-21  1.114049e-23  7.653058e-27
[33,]  2.667877e-12  7.347709e-15  7.634273e-18  3.553369e-21  1.729335e-24
[34,]  3.698854e-10  2.685023e-12  7.242049e-15  7.260847e-18  2.768811e-21
[35,]  1.815847e-08  3.449023e-10  2.449059e-12  6.471068e-15  6.350547e-18
[36,]  3.281010e-07  1.589487e-08  2.930938e-10  2.028834e-12  5.241058e-15
[37,]  2.387801e-06  2.776583e-07  1.285739e-08  2.283700e-10  1.532682e-12
[38,]  8.095649e-06  2.036589e-06  2.226241e-07  9.729369e-09  1.646723e-10
[39,]  1.446163e-05  7.011740e-06  1.684627e-06  1.716273e-07  6.991432e-09
[40,]  1.547116e-05  1.203072e-05  5.895234e-06  1.355052e-06  1.284761e-07
[41,]  1.637263e-05  1.269120e-05  9.702326e-06  4.762522e-06  1.052239e-06
[42,]  1.943422e-05  1.608749e-05  1.057744e-05  7.536440e-06  3.645851e-06
[43,]  1.265197e-05  1.956176e-05  1.593710e-05  8.984075e-06  5.606631e-06
[44,]  3.562994e-06  1.137357e-05  1.887136e-05  1.542516e-05  7.693654e-06
[45,]  5.997584e-07  2.704493e-06  9.798769e-06  1.713606e-05  1.421370e-05
[46,]  1.078740e-07  3.325215e-07  2.013419e-06  7.953178e-06  1.447350e-05
[47,]  1.239007e-08  4.285891e-08  1.885141e-07  1.437858e-06  6.007926e-06
[48,]  5.693680e-10  4.275702e-09  1.622073e-08  1.083621e-07  9.669182e-07
[49,]  9.918503e-12  1.772154e-10  1.346093e-09  6.037063e-09  6.157620e-08
[50,]  6.957672e-14  2.734956e-12  5.029302e-11  3.882603e-10  2.288023e-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,] 3.415089e-308  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00
 [4,] 3.692429e-292 4.831115e-308  0.000000e+00  0.000000e+00  0.000000e+00
 [5,] 1.380765e-276 4.796776e-292 6.168419e-308 4.940656e-324  0.000000e+00
 [6,] 1.785715e-261 1.647163e-276 5.624152e-292 7.109174e-308 4.940656e-324
 [7,] 7.987014e-247 1.956156e-261 1.773453e-276 5.952200e-292 7.395662e-308
 [8,] 1.235498e-232 8.034440e-247 1.934050e-261 1.723540e-276 5.686129e-292
 [9,] 6.609755e-219 1.141283e-232 7.294594e-247 1.726039e-261 1.511965e-276
[10,] 1.222979e-205 5.606882e-219 9.515360e-233 5.978203e-247 1.390458e-261
[11,] 7.825872e-193 9.526423e-206 4.292689e-219 7.160951e-233 4.422355e-247
[12,] 1.731946e-180 5.597912e-193 6.697636e-206 2.966598e-219 4.864491e-233
[13,] 1.325624e-168 1.137645e-180 3.614082e-193 4.250411e-206 1.850570e-219
[14,] 3.509073e-157 7.996007e-169 6.744665e-181 2.106150e-193 2.434780e-206
[15,] 3.212543e-146 1.943678e-157 4.353186e-169 3.609375e-181 1.107894e-193
[16,] 1.017166e-135 1.634036e-146 9.717186e-158 2.139248e-169 1.743506e-181
[17,] 1.113828e-125 4.750971e-136 7.501655e-147 4.385039e-158 9.489242e-170
[18,] 4.218259e-116 4.777407e-126 2.002917e-136 3.108675e-147 1.786197e-158
[19,] 5.524974e-107 1.661436e-116 1.849482e-126 7.621814e-137 1.162808e-147
[20,]  2.502722e-98 1.998300e-107 5.906401e-117 6.462892e-127 2.618017e-137
[21,]  3.920880e-90  8.312396e-99 6.523557e-108 1.895328e-117 2.038571e-127
[22,]  2.124388e-82  1.195834e-90  2.491867e-99 1.922296e-108 5.489813e-118
[23,]  3.980846e-75  5.949864e-83  3.291977e-91 6.742926e-100 5.113068e-109
[24,]  2.579894e-68  1.023831e-75  1.504091e-83  8.180154e-92 1.646989e-100
[25,]  5.782411e-62  6.092978e-69  2.376682e-76  3.432055e-84  1.834759e-92
[26,]  4.482397e-56  1.254082e-62  1.298864e-69  4.980157e-77  7.069099e-85
[27,]  1.201679e-50  8.926850e-57  2.454888e-63  2.499232e-70  9.419402e-78
[28,]  1.114172e-45  2.197639e-51  1.604669e-57  4.337665e-64  4.340786e-71
[29,]  3.572806e-41  1.871146e-46  3.627711e-52  2.603752e-58  6.918440e-65
[30,]  3.962331e-37  5.509830e-42  2.836336e-47  5.405302e-53  3.813503e-59
[31,]  1.519887e-33  5.611287e-38  7.669559e-43  3.880848e-48  7.269859e-54
[32,]  2.017598e-30  1.976648e-34  7.172753e-39  9.636690e-44  4.793151e-49
[33,]  9.486553e-28  2.413427e-31  2.320577e-35  8.276129e-40  1.092946e-44
[34,]  5.183216e-25  1.206816e-28  2.633423e-32  2.461099e-36  8.620149e-41
[35,]  2.318817e-21  3.266996e-25  2.567288e-29  2.817113e-33  2.371441e-37
[36,]  5.037142e-18  1.798434e-21  2.393490e-25  1.258099e-29  4.345045e-34
[37,]  3.856978e-15  3.622549e-18  1.266172e-21  1.644742e-25  7.988465e-30
[38,]  1.062802e-12  2.590363e-15  2.368358e-18  8.085835e-22  1.027750e-25
[39,]  1.113066e-10  6.831349e-13  1.598773e-15  1.414245e-18  4.696818e-22
[40,]  4.840214e-09  7.160593e-11  4.124689e-13  9.162355e-16  7.770729e-19
[41,]  9.341930e-08  3.256128e-09  4.445897e-11  2.375565e-13  4.943035e-16
[42,]  7.780381e-07  6.536992e-08  2.125619e-09  2.683543e-11  1.322557e-13
[43,]  2.610764e-06  5.396337e-07  4.337805e-08  1.332322e-09  1.570124e-11
[44,]  3.987297e-06  1.732590e-06  3.466975e-07  2.689465e-08  7.898245e-10
[45,]  6.509653e-06  2.718153e-06  1.060379e-06  2.044986e-07  1.539484e-08
[46,]  1.225350e-05  5.320411e-06  1.785817e-06  5.982116e-07  1.101385e-07
[47,]  1.128700e-05  9.776792e-06  4.118667e-06  1.135564e-06  3.122604e-07
[48,]  4.190301e-06  8.089666e-06  7.172028e-06  2.975145e-06  6.983108e-07
[49,]  6.042338e-07  2.684695e-06  5.313019e-06  4.816870e-06  1.984399e-06
[50,]  3.361297e-08  3.478541e-07  1.575016e-06  3.190911e-06  2.953369e-06

> 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  
  -178.8277       0.4967  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1ufe31256744823.ps tmp/1ufe31256744823.png")
> system("convert tmp/2kjmc1256744823.ps tmp/2kjmc1256744823.png")
> system("convert tmp/3zg4v1256744823.ps tmp/3zg4v1256744823.png")
> system("convert tmp/4ne3s1256744823.ps tmp/4ne3s1256744823.png")
> system("convert tmp/54to31256744823.ps tmp/54to31256744823.png")
> system("convert tmp/6hv9b1256744823.ps tmp/6hv9b1256744823.png")
> system("convert tmp/7wf9x1256744823.ps tmp/7wf9x1256744823.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.946   1.275   2.769