R version 2.7.2 (2008-08-25)
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(46737,44737,47557,51261,55457,56659,58609,59382,61773,63957,68596,72177,75406,76166,79315,81498,83580,84371,87196,88097,89233,89191,91690,91379,93150,93809,95112,92812,91524,89082,89984,87307,87683,87339,94868,97006,97832,97888,107411,115751,118399,119545,125345,129831,132645,132924,140225,143589,146909,145038,148559,152418,153209,149805,150299,144756,144677,140757,141650,142721,140737)
> y <- c(17471,14968,15449,17582,18501,17291,16465,17109,18438,16944,16362,16965,18937,17842,16187,17655,19194,18400,17436,19526,21304,18947,18786,24304,23724,23823,21433,23900,25432,23619,23761,23844,26374,24406,24752,26005,27758,25534,26415,28217,29101,27715,27622,29065,31450,29571,30996,30937,34106,32851,36114,34383,38077,35638,35254,36683,38977,34951,34177,35299,36419)
> x <- c(10030,9536,9953,9775,9843,9461,9230,8956,9608,9482,9962,9766,10312,10032,10411,10438,10803,10365,10488,9698,10087,9769,10381,10117,10775,10735,11601,10749,11227,10904,11418,10429,10755,9566,6849,7210,8472,9334,9523,9622,10215,10752,11766,11816,12730,13481,14905,14571,15308,15870,15950,16350,17086,17668,17947,18322,18696,18772,18947,19142,19724)
> par7 = 'Gereglementeerde spaardepositos'
> par6 = 'gelddepositos'
> par5 = 'Munten en biljetten'
> 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/1vui91226418684.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/2xdmp1226418684.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/3itcv1226418684.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/44w3b1226418684.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/5wi6a1226418684.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  
   4412.380        1.733  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6nmjk1226418684.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] 11450.17 12083.74 12717.30 13350.86 13984.43 14617.99 15251.56 15885.12
 [9] 16518.69 17152.25 17785.82 18419.38 19052.94 19686.51 20320.07 20953.64
[17] 21587.20 22220.77 22854.33 23487.90 24121.46 24755.02 25388.59 26022.15
[25] 26655.72 27289.28 27922.85 28556.41 29189.98 29823.54 30457.10 31090.67
[33] 31724.23 32357.80 32991.36 33624.93 34258.49 34892.06 35525.62 36159.18
[41] 36792.75 37426.31 38059.88 38693.44 39327.01 39960.57 40594.14 41227.70
[49] 41861.26 42494.83

$yords
 [1]  31686.64  34433.02  37179.40  39925.78  42672.16  45418.55  48164.93
 [8]  50911.31  53657.69  56404.08  59150.46  61896.84  64643.22  67389.60
[15]  70135.99  72882.37  75628.75  78375.13  81121.52  83867.90  86614.28
[22]  89360.66  92107.04  94853.43  97599.81 100346.19 103092.57 105838.96
[29] 108585.34 111331.72 114078.10 116824.48 119570.87 122317.25 125063.63
[36] 127810.01 130556.40 133302.78 136049.16 138795.54 141541.92 144288.31
[43] 147034.69 149781.07 152527.45 155273.84 158020.22 160766.60 163512.98
[50] 166259.36

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  3.416956e-08  3.311248e-08  1.869783e-08  1.303167e-08  1.040315e-08
 [2,]  3.140172e-08  5.489820e-08  4.738795e-08  2.830151e-08  2.233454e-08
 [3,]  2.221619e-08  5.366999e-08  8.054756e-08  6.400863e-08  4.233129e-08
 [4,]  1.820491e-08  3.931434e-08  8.342488e-08  1.086747e-07  8.301963e-08
 [5,]  1.342035e-08  3.161495e-08  6.371778e-08  1.182473e-07  1.361686e-07
 [6,]  5.865092e-09  2.364458e-08  5.039222e-08  9.462811e-08  1.534360e-07
 [7,]  1.316739e-09  1.091712e-08  3.779164e-08  7.396003e-08  1.288546e-07
 [8,]  1.465614e-10  2.628877e-09  1.830648e-08  5.497566e-08  1.002232e-07
 [9,]  8.012863e-12  3.153011e-10  4.716868e-09  2.769120e-08  7.307493e-08
[10,]  2.146137e-13  1.860031e-11  6.091487e-10  7.609070e-09  3.785376e-08
[11,]  2.813788e-15  5.377646e-13  3.876590e-11  1.056979e-09  1.104239e-08
[12,]  1.805465e-17  7.611690e-15  1.209752e-12  7.254229e-11  1.647525e-09
[13,]  5.669168e-20  5.272892e-17  1.848552e-14  2.443276e-12  1.218897e-10
[14,]  8.711116e-23  1.787535e-19  1.382508e-16  4.030351e-14  4.430253e-12
[15,]  6.550109e-26  2.965411e-22  5.059963e-19  3.254190e-16  7.888910e-14
[16,]  2.410150e-29  2.407339e-25  9.062640e-22  1.285868e-18  6.876656e-16
[17,]  4.339698e-33  9.563349e-29  7.942993e-25  2.486451e-21  2.933613e-18
[18,]  3.823797e-37  1.859099e-32  3.406701e-28  2.352806e-24  6.124376e-21
[19,]  1.648724e-41  1.768533e-36  7.149938e-32  1.089461e-27  6.256673e-24
[20,]  3.478763e-46  8.232796e-41  7.343341e-36  2.468654e-31  3.127871e-27
[21,]  3.591842e-51  1.875415e-45  3.690637e-40  2.737318e-35  7.651936e-31
[22,]  1.814822e-56  2.090602e-50  9.076797e-45  1.485299e-39  9.160456e-35
[23,]  4.487099e-62  1.140409e-55  1.092395e-49  3.943831e-44  5.366351e-39
[24,]  5.429031e-68  3.044208e-61  6.433551e-55  5.124444e-49  1.538384e-43
[25,]  3.214351e-74  3.976518e-67  1.854116e-60  3.258296e-54  2.158072e-48
[26,]  9.312877e-81  2.541856e-73  2.614826e-66  1.013803e-59  1.481449e-53
[27,]  1.320365e-87  7.950943e-80  1.804546e-72  1.543606e-65  4.976536e-59
[28,]  9.160865e-95  1.217077e-86  6.094309e-79  1.150138e-71  8.180832e-65
[29,] 3.110184e-102  9.116439e-94  1.007139e-85  4.193458e-78  6.580780e-71
[30,] 5.167200e-110 3.341581e-101  8.144674e-93  7.481940e-85  2.590460e-77
[31,] 4.200916e-118 5.993744e-109 3.223128e-100  6.532444e-92  4.989945e-84
[32,] 1.671350e-126 5.261122e-117 6.241872e-108  2.791065e-99  4.703779e-91
[33,] 3.253835e-135 2.259770e-125 5.915049e-116 5.835404e-107  2.169729e-98
[34,] 3.099869e-144 4.749737e-134 2.742972e-124 5.970235e-115 4.897602e-106
[35,] 1.445143e-153 4.885335e-143 6.224491e-133 2.989038e-123 5.409798e-114
[36,] 3.296837e-163 2.458888e-152 6.912034e-142 7.323033e-132 2.924140e-122
[37,] 3.680626e-173 6.056474e-162 3.756160e-151 8.779830e-141 7.734820e-131
[38,] 2.010704e-183 7.299680e-172 9.988164e-161 5.150925e-150 1.001168e-139
[39,] 5.375193e-194 4.305338e-182 1.299711e-170 1.478781e-159 6.341370e-149
[40,] 7.031687e-205 1.242597e-192 8.276133e-181 2.077505e-169 1.965526e-158
[41,] 4.501368e-216 1.754982e-203 2.578859e-191 1.428235e-179 2.981220e-168
[42,] 1.410164e-227 1.212983e-214 3.932481e-202 4.805026e-190 2.212824e-178
[43,] 2.161799e-239 4.102583e-226 2.934447e-213 7.910654e-201 8.037490e-189
[44,] 1.621579e-251 6.789510e-238 1.071435e-224 6.372500e-212 1.428486e-199
[45,] 5.952837e-264 5.498968e-250 1.914545e-236 2.512272e-223 1.242481e-210
[46,] 1.069264e-276 2.179216e-262 1.673951e-248 4.846208e-235 5.287901e-222
[47,] 9.399631e-290 4.226522e-275 7.162798e-261 4.575082e-247 1.101380e-233
[48,] 4.043499e-303 4.011313e-288 1.499834e-273 2.113569e-259 1.122565e-245
[49,] 8.510905e-317 1.862786e-301 1.536661e-286 4.777594e-272 5.598382e-258
[50,]  0.000000e+00 4.233569e-315 7.705107e-300 5.285266e-285 1.366397e-270
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  6.891533e-09  7.114177e-09  1.140290e-08  1.055389e-08  6.161439e-09
 [2,]  1.725710e-08  1.165081e-08  1.392548e-08  2.114109e-08  1.756361e-08
 [3,]  3.577900e-08  2.652944e-08  1.886588e-08  2.560691e-08  3.590458e-08
 [4,]  6.182757e-08  5.309716e-08  3.796595e-08  2.947341e-08  4.388293e-08
 [5,]  1.048944e-07  8.654646e-08  7.273781e-08  5.091288e-08  4.456538e-08
 [6,]  1.605001e-07  1.298174e-07  1.140820e-07  9.201051e-08  6.456466e-08
 [7,]  1.833030e-07  1.805157e-07  1.564180e-07  1.398548e-07  1.078425e-07
 [8,]  1.610292e-07  2.031846e-07  1.960709e-07  1.809108e-07  1.583949e-07
 [9,]  1.256303e-07  1.849614e-07  2.110246e-07  2.067557e-07  1.976943e-07
[10,]  8.915490e-08  1.457993e-07  1.957228e-07  2.075711e-07  2.108916e-07
[11,]  4.687856e-08  1.003128e-07  1.566421e-07  1.914685e-07  1.952259e-07
[12,]  1.442831e-08  5.276494e-08  1.045487e-07  1.556718e-07  1.740151e-07
[13,]  2.307440e-09  1.699450e-08  5.420190e-08  1.012789e-07  1.429691e-07
[14,]  1.839119e-10  2.904829e-09  1.807479e-08  5.106759e-08  9.136415e-08
[15,]  7.212288e-12  2.492097e-10  3.288756e-09  1.739910e-08  4.437755e-08
[16,]  1.386302e-13  1.054192e-11  3.033191e-10  3.351163e-09  1.520745e-08
[17,]  1.304582e-15  2.187099e-13  1.383526e-11  3.316736e-10  3.076750e-09
[18,]  6.008511e-18  2.221905e-15  3.097806e-13  1.630436e-11  3.259424e-10
[19,]  1.354253e-20  1.104809e-17  3.397355e-15  3.939329e-13  1.725476e-11
[20,]  1.493690e-23  2.688418e-20  1.823762e-17  4.663612e-15  4.497661e-13
[21,]  8.061947e-27  3.201336e-23  4.791246e-20  2.702748e-17  5.747380e-15
[22,]  2.129329e-30  1.865480e-26  6.159727e-23  7.665838e-20  3.595881e-17
[23,]  2.752088e-34  5.319457e-30  3.875206e-26  1.064010e-22  1.101099e-19
[24,]  1.740625e-38  7.422794e-34  1.193031e-29  7.227005e-26  1.650022e-22
[25,]  5.387211e-43  5.068551e-38  1.797321e-33  2.402090e-29  1.209975e-25
[26,]  8.159103e-48  1.693635e-42  1.325010e-37  3.906971e-33  4.341944e-29
[27,]  6.047005e-53  2.769333e-47  4.780045e-42  3.109644e-37  7.624513e-33
[28,]  2.193146e-58  2.215947e-52  8.438654e-47  1.211180e-41  6.551898e-37
[29,]  3.892289e-64  8.676697e-58  7.289970e-52  2.308441e-46  2.755084e-41
[30,]  3.380353e-70  1.662528e-63  3.081753e-57  2.153022e-51  5.669204e-46
[31,]  1.436609e-76  1.558845e-69  6.375136e-63  9.826471e-57  5.708589e-51
[32,]  2.987767e-83  7.152668e-76  6.453740e-69  2.194707e-62  2.812967e-56
[33,]  3.040625e-90  1.605986e-82  3.197000e-75  2.398641e-68  6.782832e-62
[34,]  1.514253e-97  1.764554e-89  7.749851e-82  1.282843e-74  8.003443e-68
[35,] 3.690231e-105  9.487408e-97  9.193134e-89  3.357386e-81  4.621280e-74
[36,] 4.400765e-113 2.496202e-104  5.336461e-96  4.299803e-88  1.305771e-80
[37,] 2.568249e-121 3.213999e-112 1.515920e-103  2.694811e-95  1.805527e-87
[38,] 7.334178e-130 2.024965e-120 2.107199e-111 8.264474e-103  1.221654e-94
[39,] 1.024909e-138 6.243222e-129 1.433357e-119 1.240285e-110 4.044943e-102
[40,] 7.008716e-148 9.419322e-138 4.771147e-128 9.108513e-119 6.553841e-110
[41,] 2.345369e-157 6.954245e-147 7.771604e-137 3.273354e-127 5.196356e-118
[42,] 3.840795e-167 2.512562e-156 6.194902e-146 5.756700e-136 2.016214e-126
[43,] 3.077879e-177 4.442262e-166 2.416455e-155 4.954215e-145 3.828202e-135
[44,] 1.206884e-187 3.843051e-176 4.612208e-165 2.086235e-154 3.556651e-144
[45,] 2.315986e-198 1.627061e-186 4.308176e-175 4.299367e-164 1.617111e-153
[46,] 2.174642e-209 3.370650e-197 1.969071e-185 4.335416e-174 3.597693e-163
[47,] 9.993060e-221 3.417286e-208 4.404393e-196 2.139500e-184 3.917082e-173
[48,] 2.247139e-232 1.695390e-219 4.820935e-207 5.166715e-195 2.086997e-183
[49,] 2.472516e-244 4.115636e-231 2.582004e-218 6.105175e-206 5.440811e-194
[50,] 1.331406e-256 4.889510e-243 6.767717e-230 3.530534e-217 6.941654e-205
              [,11]         [,12]         [,13]         [,14]         [,15]
 [1,]  7.356880e-09  1.104409e-08  9.519910e-09  4.569953e-09  1.218039e-09
 [2,]  1.108770e-08  1.498336e-08  2.003348e-08  1.554784e-08  6.975116e-09
 [3,]  2.733046e-08  1.968184e-08  2.809941e-08  3.333852e-08  2.367893e-08
 [4,]  5.600182e-08  4.032983e-08  3.411925e-08  4.835176e-08  5.118431e-08
 [5,]  6.968926e-08  8.059759e-08  5.735241e-08  5.681671e-08  7.633684e-08
 [6,]  6.506776e-08  1.022532e-07  1.078238e-07  7.970833e-08  8.943925e-08
 [7,]  7.834970e-08  9.109927e-08  1.385995e-07  1.355103e-07  1.089647e-07
 [8,]  1.179102e-07  9.221581e-08  1.212422e-07  1.740485e-07  1.621720e-07
 [9,]  1.655303e-07  1.216700e-07  1.065694e-07  1.522790e-07  2.037654e-07
[10,]  2.015996e-07  1.604027e-07  1.208370e-07  1.218683e-07  1.799143e-07
[11,]  2.059352e-07  1.907043e-07  1.462606e-07  1.191175e-07  1.382221e-07
[12,]  1.765655e-07  1.903020e-07  1.680405e-07  1.297374e-07  1.213384e-07
[13,]  1.479098e-07  1.536471e-07  1.653865e-07  1.411775e-07  1.191331e-07
[14,]  1.213069e-07  1.186305e-07  1.283865e-07  1.363100e-07  1.200025e-07
[15,]  7.677393e-08  9.529454e-08  9.096048e-08  1.033554e-07  1.108404e-07
[16,]  3.577148e-08  6.007824e-08  6.993566e-08  6.823009e-08  8.211175e-08
[17,]  1.211998e-08  2.688881e-08  4.390437e-08  4.930750e-08  5.238982e-08
[18,]  2.549256e-09  8.856014e-09  1.895558e-08  3.047003e-08  3.588991e-08
[19,]  2.880037e-10  1.910549e-09  5.975368e-09  1.268112e-08  2.129922e-08
[20,]  1.640075e-11  2.289786e-10  1.299560e-09  3.764141e-09  8.367631e-09
[21,]  4.610634e-13  1.400407e-11  1.639836e-10  8.066816e-10  2.270269e-09
[22,]  6.359032e-15  4.243967e-13  1.074527e-11  1.059699e-10  4.622041e-10
[23,]  4.295004e-17  6.316688e-15  3.507963e-13  7.412494e-12  6.200780e-11
[24,]  1.419884e-19  4.605607e-17  5.633509e-15  2.604179e-13  4.601391e-12
[25,]  2.297142e-22  1.643749e-19  4.433779e-17  4.510996e-15  1.736659e-13
[26,]  1.818656e-25  2.871064e-22  1.708353e-19  3.832059e-17  3.243361e-15
[27,]  7.045877e-29  2.454038e-25  3.221480e-22  1.593972e-19  2.973484e-17
[28,]  1.335816e-32  1.026476e-28  2.972861e-25  3.245127e-22  1.335208e-19
[29,]  1.239287e-36  2.101024e-32  1.342496e-28  3.233108e-25  2.934668e-22
[30,]  5.626219e-41  2.104424e-36  2.966690e-32  1.576286e-28  3.156608e-25
[31,]  1.249916e-45  1.031466e-40  3.208125e-36  3.760722e-32  1.661542e-28
[32,]  1.358857e-50  2.474029e-45  1.697688e-40  4.390709e-36  4.279870e-32
[33,]  7.228989e-56  2.903797e-50  4.396194e-45  2.508483e-40  5.394662e-36
[34,]  1.881919e-61  1.667812e-55  5.570770e-50  7.013056e-45  3.327497e-40
[35,]  2.397419e-67  4.687567e-61  3.454405e-55  9.594512e-50  1.004363e-44
[36,]  1.494536e-73  6.447146e-67  1.048216e-60  6.423298e-55  1.483485e-49
[37,]  4.559319e-80  4.339284e-73  1.556533e-66  2.104373e-60  1.072271e-54
[38,]  6.806158e-87  1.429149e-79  1.131033e-72  3.373630e-66  3.792598e-60
[39,]  4.971913e-94  2.303333e-86  4.021721e-79  2.646620e-72  6.564300e-66
[40,] 1.777316e-101  1.816583e-93  6.997905e-86  1.016027e-78  5.559805e-72
[41,] 3.109031e-109 7.010893e-101  5.958592e-93  1.908704e-85  2.304360e-78
[42,] 2.661459e-117 1.324112e-108 2.482859e-100  1.754705e-92  4.673826e-85
[43,] 1.114897e-125 1.223762e-116 5.062688e-108 7.893876e-100  4.638905e-92
[44,] 2.285280e-134 5.534262e-125 5.051287e-116 1.737679e-107  2.252956e-99
[45,] 2.292423e-143 1.224819e-133 2.466444e-124 1.871956e-115 5.354706e-107
[46,] 1.125220e-152 1.326394e-142 5.892913e-133 9.867628e-124 6.227457e-115
[47,] 2.702918e-162 7.029510e-152 6.890319e-142 2.545535e-132 3.544328e-123
[48,] 3.177232e-172 1.823048e-161 3.942478e-151 3.213410e-141 9.871376e-132
[49,] 1.827464e-182 2.313429e-171 1.103788e-160 1.984909e-150 1.345272e-140
[50,] 5.144049e-193 1.436711e-181 1.512361e-170 6.000229e-160 8.972101e-150
              [,16]         [,17]         [,18]         [,19]         [,20]
 [1,]  1.555128e-10  8.255501e-12  1.706986e-13  1.344385e-15  4.005218e-18
 [2,]  1.691248e-09  1.868156e-10  8.350640e-12  1.439961e-13  9.430102e-16
 [3,]  9.919850e-09  2.151156e-09  2.032352e-10  7.615522e-12  1.093507e-13
 [4,]  3.373635e-08  1.308550e-08  2.495700e-09  1.999002e-10  6.259290e-12
 [5,]  7.292754e-08  4.498194e-08  1.592451e-08  2.632092e-09  1.775743e-10
 [6,]  1.108401e-07  9.692759e-08  5.598904e-08  1.778481e-08  2.517170e-09
 [7,]  1.315464e-07  1.485923e-07  1.205627e-07  6.475925e-08  1.814548e-08
 [8,]  1.459604e-07  1.795672e-07  1.847540e-07  1.404144e-07  6.921926e-08
 [9,]  1.875229e-07  1.893756e-07  2.269004e-07  2.139316e-07  1.527736e-07
[10,]  2.246297e-07  2.119681e-07  2.347302e-07  2.654279e-07  2.313186e-07
[11,]  2.004029e-07  2.362515e-07  2.352784e-07  2.747587e-07  2.878923e-07
[12,]  1.554221e-07  2.121738e-07  2.404019e-07  2.554260e-07  3.013933e-07
[13,]  1.323182e-07  1.733805e-07  2.162640e-07  2.392588e-07  2.686141e-07
[14,]  1.224671e-07  1.557568e-07  1.923592e-07  2.151232e-07  2.337965e-07
[15,]  1.138953e-07  1.457243e-07  1.931578e-07  2.123467e-07  2.106604e-07
[16,]  9.710147e-08  1.293393e-07  1.912979e-07  2.426799e-07  2.317997e-07
[17,]  6.869067e-08  1.011537e-07  1.683105e-07  2.566134e-07  2.981894e-07
[18,]  4.439471e-08  6.652757e-08  1.251844e-07  2.273953e-07  3.333249e-07
[19,]  3.056046e-08  4.442751e-08  7.732594e-08  1.665646e-07  2.977724e-07
[20,]  1.715591e-08  3.287446e-08  5.186392e-08  1.002303e-07  2.179299e-07
[21,]  6.079626e-09  1.809287e-08  4.128074e-08  6.518700e-08  1.314982e-07
[22,]  1.412704e-09  5.761186e-09  2.345645e-08  5.327829e-08  8.206582e-08
[23,]  2.528157e-10  1.081570e-09  7.248379e-09  3.181834e-08  6.578380e-08
[24,]  3.317145e-11  1.474237e-10  1.186250e-09  1.018525e-08  4.102158e-08
[25,]  2.576097e-12  1.681014e-11  1.164963e-10  1.649366e-09  1.392342e-08
[26,]  1.040898e-13  1.311072e-12  9.201480e-12  1.392404e-10  2.370043e-09
[27,]  2.094115e-15  5.616225e-14  6.277251e-13  7.235422e-12  2.010453e-10
[28,]  2.071541e-17  1.214592e-15  2.746475e-14  3.243882e-13  8.873831e-12
[29,]  1.004106e-19  1.295794e-17  6.336181e-16  1.257011e-14  2.465154e-13
[30,]  2.382579e-22  6.779255e-20  7.279454e-18  2.990987e-16  6.164260e-15
[31,]  2.766818e-25  1.736585e-22  4.109363e-20  3.676677e-18  1.316226e-16
[32,]  1.572363e-28  2.177227e-25  1.136350e-22  2.236915e-20  1.678705e-18
[33,]  4.372632e-32  1.335812e-28  1.538075e-25  6.675833e-23  1.094494e-20
[34,]  5.950502e-36  4.010622e-32  1.018808e-28  9.754720e-26  3.521686e-23
[35,]  3.962636e-40  5.892499e-36  3.302438e-32  6.975884e-29  5.554240e-26
[36,]  1.291321e-44  4.236500e-40  5.238405e-36  2.441277e-32  4.288091e-29
[37,]  2.059268e-49  1.490537e-44  4.066222e-40  4.180855e-36  1.620170e-32
[38,]  1.606951e-54  2.566197e-49  1.544528e-44  3.503703e-40  2.995560e-36
[39,]  6.136375e-60  2.162007e-54  2.870914e-49  1.436842e-44  2.710297e-40
[40,]  1.146676e-65  8.913403e-60  2.611344e-54  2.883438e-49  1.199985e-44
[41,]  1.048550e-71  1.798248e-65  1.162325e-59  2.831599e-54  2.599885e-49
[42,]  4.692112e-78  1.775358e-71  2.531749e-65  1.360761e-59  2.756520e-54
[43,]  1.027468e-84  8.577149e-78  2.698575e-71  3.200021e-65  1.430174e-59
[44,]  1.100940e-91  2.027667e-84  1.407493e-77  3.682331e-71  3.630921e-65
[45,]  5.773031e-99  2.345815e-91  3.592528e-84  2.073642e-77  4.511122e-71
[46,] 1.481280e-106  1.327961e-98  4.486936e-91  5.714020e-84  2.742525e-77
[47,] 1.860019e-114 3.678940e-106  2.742483e-98  7.705359e-91  8.159404e-84
[48,] 1.142927e-122 4.987474e-114 8.202733e-106  5.084692e-98  1.187919e-90
[49,] 3.436443e-131 3.308489e-122 1.200510e-113 1.641837e-105  8.462728e-98
[50,] 5.056501e-140 1.074058e-130 8.598457e-122 2.594430e-113 2.950387e-105
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 4.504316e-21 1.911054e-24 3.062170e-28 1.910964e-32 7.806672e-37
 [2,] 2.334197e-18 2.180660e-21 7.688936e-25 1.034452e-28 6.683959e-33
 [3,] 5.951429e-16 1.223640e-18 9.496022e-22 2.791547e-25 3.399809e-29
 [4,] 7.475947e-14 3.380001e-16 5.771455e-19 3.724373e-22 9.383238e-26
 [5,] 4.635732e-12 4.601863e-14 1.727806e-16 2.450712e-19 1.327867e-22
 [6,] 1.423640e-10 3.093614e-12 2.550951e-14 7.952755e-17 9.400923e-20
 [7,] 2.179023e-09 1.029680e-10 1.860378e-12 1.273769e-14 3.300620e-17
 [8,] 1.685232e-08 1.705431e-09 6.717505e-11 1.008331e-12 5.733356e-15
 [9,] 6.799850e-08 1.420881e-08 1.205883e-09 3.952953e-11 4.928046e-13
[10,] 1.545999e-07 6.110145e-08 1.085537e-08 7.700400e-10 2.098881e-11
[11,] 2.336947e-07 1.447243e-07 5.003231e-08 7.506035e-09 4.441387e-10
[12,] 2.900685e-07 2.202209e-07 1.246559e-07 3.723458e-08 4.695993e-09
[13,] 3.085305e-07 2.718572e-07 1.929095e-07 9.835034e-08 2.515438e-08
[14,] 2.707043e-07 2.942098e-07 2.370796e-07 1.564421e-07 7.088797e-08
[15,] 2.235071e-07 2.591974e-07 2.612121e-07 1.922790e-07 1.170907e-07
[16,] 2.031013e-07 2.075168e-07 2.345714e-07 2.160154e-07 1.450215e-07
[17,] 2.469604e-07 1.915781e-07 1.860572e-07 2.003258e-07 1.667817e-07
[18,] 3.494160e-07 2.529456e-07 1.758699e-07 1.611270e-07 1.619330e-07
[19,] 4.079004e-07 3.841923e-07 2.464407e-07 1.577338e-07 1.359989e-07
[20,] 3.664711e-07 4.643001e-07 3.926799e-07 2.282533e-07 1.406827e-07
[21,] 2.685335e-07 4.191205e-07 4.885503e-07 3.717747e-07 2.037274e-07
[22,] 1.648648e-07 3.068724e-07 4.437047e-07 4.736753e-07 3.270490e-07
[23,] 9.962109e-08 1.927743e-07 3.239167e-07 4.341126e-07 4.226249e-07
[24,] 7.585201e-08 1.147668e-07 2.083536e-07 3.157222e-07 3.920620e-07
[25,] 4.858008e-08 8.149011e-08 1.245788e-07 2.075087e-07 2.843311e-07
[26,] 1.753340e-08 5.242900e-08 8.207701e-08 1.267681e-07 1.902285e-07
[27,] 3.191669e-09 2.001296e-08 5.166548e-08 7.813611e-08 1.202849e-07
[28,] 2.869969e-10 3.907184e-09 2.063591e-08 4.680470e-08 7.071359e-08
[29,] 1.281118e-11 3.772819e-10 4.312781e-09 1.924503e-08 3.937227e-08
[30,] 2.981927e-13 1.791686e-11 4.482482e-10 4.285331e-09 1.629317e-08
[31,] 4.454944e-15 4.220290e-13 2.289939e-11 4.791267e-10 3.835039e-09
[32,] 6.146456e-17 5.203409e-15 5.744720e-13 2.638540e-11 4.603252e-10
[33,] 7.122508e-19 4.193973e-17 7.150197e-15 7.125446e-13 2.732547e-11
[34,] 4.837677e-21 3.174136e-19 4.680693e-17 9.444662e-15 7.959614e-13
[35,] 1.669664e-23 1.981573e-21 2.039139e-19 6.215893e-17 1.135924e-14
[36,] 2.839719e-26 7.147153e-24 8.439853e-22 2.163280e-19 7.956067e-17
[37,] 2.366498e-29 1.304736e-26 2.828234e-24 5.100529e-22 2.769773e-19
[38,] 9.652882e-33 1.172678e-29 5.409798e-27 1.152514e-24 5.129242e-22
[39,] 1.926851e-36 5.163310e-33 5.221533e-30 2.068915e-27 6.552216e-25
[40,] 1.882189e-40 1.112712e-36 2.479817e-33 2.097284e-30 8.073671e-28
[41,] 8.997024e-45 1.173472e-40 5.768733e-37 1.070114e-33 7.754055e-31
[42,] 2.104567e-49 6.056101e-45 6.568136e-41 2.685370e-37 4.164161e-34
[43,] 2.409057e-54 1.529448e-49 3.659635e-45 3.300494e-41 1.123112e-37
[44,] 1.349376e-59 1.890076e-54 9.977912e-50 1.985296e-45 1.489092e-41
[45,] 3.698773e-65 1.143039e-59 1.331307e-54 5.844109e-50 9.669435e-46
[46,] 4.961142e-71 3.382545e-65 8.691980e-60 8.418144e-55 3.072878e-50
[47,] 3.256464e-77 4.898528e-71 2.777139e-65 5.934059e-60 4.778990e-55
[48,] 1.046000e-83 3.471429e-77 4.342072e-71 2.046954e-65 3.637050e-60
[49,] 1.644043e-90 1.203783e-83 3.321964e-77 3.455127e-71 1.354452e-65
[50,] 1.264557e-97 2.042824e-90 1.243754e-83 2.854042e-77 2.468410e-71
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 7.802615e-41 5.797130e-45 1.695218e-49 1.871783e-54 7.790198e-60
 [2,] 8.080479e-37 1.226716e-40 7.886821e-45 1.920994e-49 1.763897e-54
 [3,] 4.604068e-33 1.278658e-36 1.796113e-40 9.648022e-45 1.954501e-49
 [4,] 1.590187e-29 6.641378e-33 2.003167e-36 2.371242e-40 1.059765e-44
 [5,] 3.497841e-26 1.771548e-29 1.095674e-32 2.852114e-36 2.811883e-40
 [6,] 4.623814e-23 2.595249e-26 2.951390e-29 1.679199e-32 3.651051e-36
 [7,] 3.344753e-20 2.310940e-23 3.960658e-26 4.841675e-29 2.319923e-32
 [8,] 1.247072e-17 1.323823e-20 2.730866e-23 6.846899e-26 7.214303e-29
 [9,] 2.335033e-15 4.608035e-18 1.038176e-20 4.769697e-23 1.098156e-25
[10,] 2.175907e-13 8.838787e-16 2.427313e-18 1.657765e-20 8.187725e-23
[11,] 1.006998e-11 8.777203e-14 3.709670e-16 2.977873e-18 2.995865e-20
[12,] 2.317175e-10 4.394798e-12 3.479837e-14 3.004087e-16 5.412232e-18
[13,] 2.662647e-09 1.100521e-10 1.807501e-12 1.931692e-14 4.921135e-16
[14,] 1.545288e-08 1.379125e-09 4.886464e-11 8.386974e-13 2.385005e-14
[15,] 4.674793e-08 8.723579e-09 6.721792e-10 2.261005e-11 7.049000e-13
[16,] 8.101631e-08 2.859490e-08 4.702374e-09 3.398489e-10 1.490861e-11
[17,] 1.021828e-07 5.271287e-08 1.705594e-08 2.702372e-09 2.220884e-10
[18,] 1.212359e-07 6.870014e-08 3.430740e-08 1.129352e-08 1.998158e-09
[19,] 1.253461e-07 8.509626e-08 4.714331e-08 2.583225e-08 9.821763e-09
[20,] 1.141064e-07 9.562464e-08 6.140446e-08 3.809827e-08 2.599107e-08
[21,] 1.284034e-07 9.805638e-08 7.597006e-08 5.077891e-08 4.092203e-08
[22,] 1.804880e-07 1.229985e-07 8.912029e-08 6.731435e-08 5.228430e-08
[23,] 2.707195e-07 1.649105e-07 1.241377e-07 8.715367e-08 6.854111e-08
[24,] 3.474187e-07 2.165946e-07 1.594405e-07 1.293996e-07 9.080965e-08
[25,] 3.264808e-07 2.646577e-07 1.748119e-07 1.620498e-07 1.354186e-07
[26,] 2.366650e-07 2.504856e-07 1.896126e-07 1.489997e-07 1.676964e-07
[27,] 1.604347e-07 1.820172e-07 1.771916e-07 1.317615e-07 1.366849e-07
[28,] 1.058299e-07 1.244304e-07 1.292419e-07 1.161160e-07 9.350786e-08
[29,] 6.087439e-08 8.587036e-08 8.870705e-08 8.465682e-08 7.152811e-08
[30,] 3.111918e-08 4.959626e-08 6.395173e-08 5.810350e-08 5.121024e-08
[31,] 1.259899e-08 2.336327e-08 3.790366e-08 4.355118e-08 3.497937e-08
[32,] 3.096436e-09 8.977090e-09 1.676746e-08 2.690238e-08 2.705786e-08
[33,] 3.975988e-10 2.262388e-09 5.961305e-09 1.149440e-08 1.757811e-08
[34,] 2.541992e-11 3.089714e-10 1.502951e-09 3.735700e-09 7.470377e-09
[35,] 7.988429e-13 2.124244e-11 2.163099e-10 9.142725e-10 2.232384e-09
[36,] 1.229988e-14 7.199697e-13 1.595122e-11 1.367391e-10 5.143126e-10
[37,] 9.274969e-17 1.196390e-14 5.826939e-13 1.076973e-11 7.832842e-11
[38,] 3.432931e-19 9.734322e-17 1.044911e-14 4.235460e-13 6.544419e-12
[39,] 6.323306e-22 3.878404e-19 9.176876e-17 8.194015e-15 2.765679e-13
[40,] 6.235212e-25 7.586183e-22 3.945169e-19 7.767836e-17 5.769612e-15
[41,] 4.319605e-28 7.394687e-25 8.305114e-22 3.604840e-19 5.903284e-17
[42,] 2.899989e-31 3.885119e-28 8.585204e-25 8.187949e-22 2.957396e-19
[43,] 1.488685e-34 1.460992e-31 4.429188e-28 9.107028e-25 7.251341e-22
[44,] 4.233999e-38 5.339623e-35 1.240679e-31 4.975420e-28 8.701943e-25
[45,] 6.035824e-42 1.463899e-38 2.534747e-35 1.358797e-31 5.113809e-28
[46,] 4.228295e-46 2.204587e-42 5.039273e-39 2.030610e-35 1.476610e-31
[47,] 1.450601e-50 1.661058e-46 7.373109e-43 2.255730e-39 2.135077e-35
[48,] 2.435604e-55 6.148318e-51 5.878582e-47 2.437451e-43 1.703347e-39
[49,] 2.001139e-60 1.114359e-55 2.340845e-51 1.901957e-47 1.029642e-43
[50,] 8.046136e-66 9.885117e-61 4.577934e-56 8.026842e-52 6.041868e-48
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 1.221970e-65 7.224362e-72 1.609739e-78 1.351882e-85 4.278962e-93
 [2,] 6.104390e-60 7.962288e-66 3.914271e-72 7.252553e-79 5.064630e-86
 [3,] 1.492323e-54 4.294539e-60 4.657875e-66 1.904083e-72 2.933600e-79
 [4,] 1.785227e-49 1.133455e-54 2.712273e-60 2.446182e-66 8.314985e-73
 [5,] 1.045046e-44 1.463872e-49 7.728389e-55 1.537805e-60 1.153270e-66
 [6,] 2.993684e-40 9.251890e-45 1.077641e-49 4.730898e-55 7.827644e-61
 [7,] 4.196596e-36 2.861394e-40 7.353239e-45 7.122060e-50 2.599864e-55
 [8,] 2.878796e-32 4.330567e-36 2.455291e-40 5.246711e-45 4.225614e-50
 [9,] 9.663787e-29 3.207201e-32 4.011805e-36 1.891387e-40 3.360781e-45
[10,] 1.587586e-25 1.162353e-28 3.207782e-32 3.336583e-36 1.308034e-40
[11,] 1.276529e-22 2.061489e-25 1.255140e-28 2.880339e-32 2.491251e-36
[12,] 5.025855e-20 1.789280e-22 2.403291e-25 1.216765e-28 2.321861e-32
[13,] 9.702594e-18 7.601593e-20 2.251969e-22 2.515331e-25 1.058951e-28
[14,] 9.230081e-16 1.581635e-17 1.032766e-19 2.544570e-22 2.363381e-25
[15,] 4.404356e-14 1.615003e-15 2.318888e-17 1.259817e-19 2.581250e-22
[16,] 1.121010e-12 8.154011e-14 2.552024e-15 3.053289e-17 1.379693e-19
[17,] 1.796902e-11 2.094292e-12 1.382202e-13 3.625029e-15 3.609612e-17
[18,] 2.230038e-10 3.017919e-11 3.739961e-12 2.113549e-13 4.624762e-15
[19,] 2.037373e-09 3.051742e-10 5.341101e-11 6.104623e-12 2.906514e-13
[20,] 1.112755e-08 2.503433e-09 4.737409e-10 9.015614e-11 9.009273e-12
[21,] 3.283211e-08 1.399013e-08 3.301155e-09 7.558331e-10 1.403926e-10
[22,] 5.427131e-08 4.410138e-08 1.761702e-08 4.505437e-09 1.173870e-09
[23,] 6.436461e-08 7.610768e-08 5.746155e-08 2.170567e-08 6.268171e-09
[24,] 7.727301e-08 8.530315e-08 1.034319e-07 7.084619e-08 2.640562e-08
[25,] 9.801865e-08 9.090310e-08 1.130378e-07 1.323417e-07 8.293979e-08
[26,] 1.392813e-07 1.066888e-07 1.073777e-07 1.447045e-07 1.587945e-07
[27,] 1.708182e-07 1.397030e-07 1.153990e-07 1.253875e-07 1.765948e-07
[28,] 1.319666e-07 1.678163e-07 1.375697e-07 1.237458e-07 1.440790e-07
[29,] 7.184871e-08 1.288289e-07 1.586945e-07 1.355599e-07 1.321922e-07
[30,] 4.301175e-08 6.145684e-08 1.238196e-07 1.472334e-07 1.369330e-07
[31,] 2.889190e-08 2.744875e-08 5.757200e-08 1.173704e-07 1.395003e-07
[32,] 1.946016e-08 1.592423e-08 2.123860e-08 5.778193e-08 1.134237e-07
[33,] 1.536580e-08 1.033934e-08 1.011141e-08 2.185544e-08 6.243212e-08
[34,] 1.051913e-08 8.153409e-09 6.095674e-09 9.837464e-09 2.839041e-08
[35,] 4.554710e-09 5.805154e-09 4.550767e-09 5.634881e-09 1.445207e-08
[36,] 1.278282e-09 2.588671e-09 3.149755e-09 3.802206e-09 8.587382e-09
[37,] 2.708236e-10 7.004315e-10 1.401690e-09 2.196502e-09 5.659672e-09
[38,] 4.088367e-11 1.352216e-10 3.684164e-10 8.400327e-10 2.799680e-09
[39,] 3.585122e-12 1.960233e-11 6.485052e-11 1.979643e-10 8.241322e-10
[40,] 1.623057e-13 1.775255e-12 8.733724e-12 3.076950e-11 1.444962e-10
[41,] 3.648194e-15 8.566754e-14 7.979961e-13 3.685817e-12 1.677659e-11
[42,] 4.027837e-17 2.071898e-15 4.071608e-14 3.280214e-13 1.567399e-12
[43,] 2.178236e-19 2.467522e-17 1.057196e-15 1.746162e-14 1.255611e-13
[44,] 5.765894e-22 1.440370e-19 1.357354e-17 4.849251e-16 6.786426e-15
[45,] 7.469394e-25 4.116103e-22 8.551074e-20 6.705486e-18 2.001512e-16
[46,] 4.735807e-28 5.756668e-25 2.637987e-22 4.557927e-20 2.975623e-18
[47,] 1.470452e-31 3.939975e-28 3.983065e-25 1.517829e-22 2.181366e-20
[48,] 2.244098e-35 1.319777e-31 2.943088e-28 2.474153e-25 7.840505e-23
[49,] 1.718258e-39 2.165152e-35 1.064205e-31 1.973709e-28 1.379732e-25
[50,] 7.323366e-44 1.746537e-39 1.883401e-35 7.705058e-32 1.188299e-28
              [,36]         [,37]         [,38]         [,39]         [,40]
 [1,] 5.104614e-101 2.295141e-109 3.889328e-118 2.484077e-127 5.979674e-137
 [2,]  1.332997e-93 1.322308e-101 4.943731e-110 6.966300e-119 3.699743e-128
 [3,]  1.703494e-86  3.728225e-94 3.075265e-102 9.560664e-111 1.120252e-119
 [4,]  1.065267e-79  5.143724e-87  9.360862e-95 6.420648e-103 1.659831e-111
 [5,]  3.259755e-73  3.472650e-80  1.394300e-87  2.109969e-95 1.203422e-103
 [6,]  4.881380e-67  1.147298e-73  1.016317e-80  3.393177e-88  4.269785e-96
 [7,]  3.577007e-61  1.854859e-67  3.625112e-74  2.670278e-81  7.413332e-89
 [8,]  1.282674e-55  1.467456e-61  6.327517e-68  1.028314e-74  6.298547e-82
 [9,]  2.250731e-50  5.681058e-56  5.404487e-62  1.937778e-68  2.618638e-75
[10,]  1.932680e-45  1.076274e-50  2.258947e-56  1.786952e-62  5.327727e-69
[11,]  8.121118e-41  9.977837e-46  4.620372e-51  8.063832e-57  5.304299e-63
[12,]  1.669904e-36  4.526571e-41  4.624528e-46  1.780695e-51  2.584244e-57
[13,]  1.680300e-32  1.004898e-36  2.265049e-41  1.924230e-46  6.161106e-52
[14,]  8.273644e-29  1.091660e-32  5.428749e-37  1.017504e-41  7.187777e-47
[15,]  1.993593e-25  5.803377e-29  6.367219e-33  2.632955e-37  4.103546e-42
[16,]  2.350745e-22  1.509720e-25  3.654433e-29  3.334036e-33  1.146420e-37
[17,]  1.356500e-19  1.921926e-22  1.026382e-25  2.065923e-29  1.567271e-33
[18,]  3.831231e-17  1.197350e-19  1.410675e-22  6.264448e-26  1.048500e-29
[19,]  5.298063e-15  3.650785e-17  9.488094e-20  9.295505e-23  3.432499e-26
[20,]  3.591334e-13  5.449509e-15  3.123220e-17  6.749930e-20  5.498941e-23
[21,]  1.197687e-11  3.985611e-13  5.032547e-15  2.398743e-17  4.311000e-20
[22,]  1.989284e-10  1.431930e-11  3.971984e-13  4.172509e-15  1.653960e-17
[23,]  1.714918e-09  2.548288e-10  1.538484e-11  3.554311e-13  3.105860e-15
[24,]  8.674046e-09  2.308409e-09  2.941829e-10  1.484858e-11  2.855690e-13
[25,]  3.208259e-08  1.158014e-08  2.830089e-09  3.055672e-10  1.287085e-11
[26,]  9.344466e-08  3.887517e-08  1.452848e-08  3.140538e-09  2.853297e-10
[27,]  1.798036e-07  1.027812e-07  4.623431e-08  1.682382e-08  3.144013e-09
[28,]  2.049259e-07  1.942549e-07  1.112540e-07  5.276729e-08  1.778565e-08
[29,]  1.627686e-07  2.270541e-07  2.026672e-07  1.182048e-07  5.660956e-08
[30,]  1.416403e-07  1.810044e-07  2.421814e-07  2.060078e-07  1.218168e-07
[31,]  1.440781e-07  1.531020e-07  1.987390e-07  2.508775e-07  2.044596e-07
[32,]  1.412297e-07  1.576112e-07  1.675420e-07  2.160198e-07  2.537328e-07
[33,]  1.174596e-07  1.552611e-07  1.764193e-07  1.855181e-07  2.320288e-07
[34,]  7.375317e-08  1.336386e-07  1.802516e-07  1.983230e-07  2.062984e-07
[35,]  4.113995e-08  9.404646e-08  1.623032e-07  2.111691e-07  2.206015e-07
[36,]  2.401367e-08  6.052794e-08  1.236151e-07  1.990688e-07  2.411021e-07
[37,]  1.514438e-08  3.854306e-08  8.582692e-08  1.594120e-07  2.360046e-07
[38,]  1.040400e-08  2.550677e-08  5.712421e-08  1.142951e-07  1.952346e-07
[39,]  5.156670e-09  1.849147e-08  3.915054e-08  7.734056e-08  1.412896e-07
[40,]  1.401621e-09  9.715746e-09  2.992287e-08  5.428393e-08  9.548818e-08
[41,]  2.000998e-10  2.753590e-09  1.684028e-08  4.360214e-08  6.792307e-08
[42,]  1.599056e-11  3.923947e-10  5.117461e-09  2.631620e-08  5.710787e-08
[43,]  8.887160e-13  2.817977e-11  7.760292e-10  8.616058e-09  3.694886e-08
[44,]  4.883802e-14  1.083254e-12  5.801403e-11  1.407000e-09  1.304322e-08
[45,]  2.429311e-15  2.908519e-14  2.152802e-12  1.128790e-10  2.298229e-09
[46,]  7.454496e-17  8.900581e-16  4.167597e-14  4.442806e-12  1.988637e-10
[47,]  1.186758e-18  2.544460e-17  5.536325e-16  8.628539e-14  8.427967e-12
[48,]  9.374806e-21  4.262993e-19  8.976136e-18  8.623002e-16  1.749895e-13
[49,]  3.636244e-23  3.619151e-21  1.401465e-19  5.776147e-18  1.788294e-15
[50,]  6.907734e-26  1.514167e-23  1.257538e-21  4.819599e-20  9.330012e-18
              [,41]         [,42]         [,43]         [,44]         [,45]
 [1,] 5.425140e-147 1.855098e-157 2.390809e-168 1.161297e-179 2.126012e-191
 [2,] 7.405630e-138 5.586951e-148 1.588582e-158 1.702414e-169 6.876135e-181
 [3,] 4.947254e-129 8.234463e-139 5.165690e-149 1.221355e-159 1.088377e-170
 [4,] 1.617224e-120 5.938800e-130 8.219574e-140 4.287660e-150 8.429764e-161
 [5,] 2.586910e-112 2.095882e-121 6.399917e-131 7.365504e-141 3.194879e-151
 [6,] 2.025008e-104 3.619677e-113 2.438568e-122 6.191853e-132 5.925570e-142
 [7,]  7.756964e-97 3.059091e-105 4.546896e-114 2.547172e-123 5.378056e-133
 [8,]  1.454040e-89  1.265128e-97 4.148725e-106 5.127616e-115 2.388581e-124
 [9,]  1.333731e-82  2.560256e-90  1.852339e-98 5.051012e-107 5.191106e-116
[10,]  5.986767e-76  2.535508e-83  4.047247e-91  2.434867e-99 5.520955e-108
[11,]  1.315031e-69  1.228758e-76  4.327314e-84  5.743697e-92 2.873347e-100
[12,]  1.413511e-63  2.913982e-70  2.264105e-77  6.630210e-85  7.317814e-93
[13,]  7.435013e-58  3.381638e-64  5.796881e-71  3.745266e-78  9.119988e-86
[14,]  1.913703e-52  1.920335e-58  7.262751e-65  1.035253e-71  5.561795e-79
[15,]  2.410443e-47  5.336502e-53  4.452854e-59  1.400365e-65  1.659845e-72
[16,]  1.485726e-42  7.256981e-48  1.335966e-53  9.269489e-60  2.424038e-66
[17,]  4.481219e-38  4.829150e-43  1.961405e-48  3.002514e-54  1.732311e-60
[18,]  6.614202e-34  1.572568e-38  1.409170e-43  4.759253e-49  6.058110e-55
[19,]  4.777221e-30  2.505902e-34  4.954220e-39  3.691543e-44  1.036725e-49
[20,]  1.688486e-26  1.954081e-30  8.523362e-35  1.401203e-39  8.681886e-45
[21,]  2.920397e-23  7.456607e-27  7.175733e-31  2.602638e-35  3.557822e-40
[22,]  2.471793e-20  1.392384e-23  2.956234e-27  2.365608e-31  7.134611e-36
[23,]  1.023833e-17  1.272350e-20  5.959860e-24  1.052193e-27  7.001320e-32
[24,]  2.075552e-15  5.689717e-18  5.879709e-21  2.290163e-24  3.362068e-28
[25,]  2.059979e-13  1.245241e-15  2.838663e-18  2.439296e-21  7.900546e-25
[26,]  1.001855e-11  1.334131e-13  6.707122e-16  1.271434e-18  9.085100e-22
[27,]  2.394064e-10  7.002382e-12  7.757341e-14  3.243255e-16  5.112495e-19
[28,]  2.834383e-09  1.804493e-10  4.394493e-12  4.049492e-14  1.407952e-16
[29,]  1.705718e-08  2.298722e-09  1.221609e-10  2.476160e-12  1.897837e-14
[30,]  5.622134e-08  1.478651e-08  1.676134e-09  7.427110e-11  1.252697e-12
[31,]  1.198467e-07  5.117185e-08  1.156199e-08  1.098414e-09  4.054960e-11
[32,]  1.970943e-07  1.108939e-07  4.241899e-08  8.144523e-09  6.467809e-10
[33,]  2.502696e-07  1.826771e-07  9.539004e-08  3.190285e-08  5.164562e-09
[34,]  2.441921e-07  2.390496e-07  1.609499e-07  7.566116e-08  2.171848e-08
[35,]  2.268440e-07  2.484234e-07  2.188870e-07  1.334408e-07  5.503846e-08
[36,]  2.399531e-07  2.417303e-07  2.408076e-07  1.901978e-07  1.032719e-07
[37,]  2.633442e-07  2.522827e-07  2.447851e-07  2.197746e-07  1.555032e-07
[38,]  2.643265e-07  2.728834e-07  2.531850e-07  2.319179e-07  1.872881e-07
[39,]  2.235639e-07  2.772582e-07  2.670924e-07  2.394925e-07  2.034203e-07
[40,]  1.614947e-07  2.381808e-07  2.718058e-07  2.459405e-07  2.111391e-07
[41,]  1.076387e-07  1.707483e-07  2.361960e-07  2.490021e-07  2.119979e-07
[42,]  7.675539e-08  1.110842e-07  1.675116e-07  2.185582e-07  2.130178e-07
[43,]  6.722021e-08  7.844890e-08  1.053778e-07  1.531920e-07  1.891233e-07
[44,]  4.658401e-08  7.112196e-08  7.267257e-08  9.238251e-08  1.312585e-07
[45,]  1.773104e-08  5.273488e-08  6.766364e-08  6.119923e-08  7.535109e-08
[46,]  3.372119e-09  2.164041e-08  5.360316e-08  5.791207e-08  4.704604e-08
[47,]  3.149629e-10  4.442345e-09  2.371180e-08  4.892500e-08  4.462269e-08
[48,]  1.440536e-11  4.479391e-10  5.253953e-09  2.332546e-08  4.009995e-08
[49,]  3.224910e-13  2.211723e-11  5.719420e-10  5.578522e-09  2.059984e-08
[50,]  3.535320e-15  5.344657e-13  3.048833e-11  6.556083e-10  5.317533e-09
              [,46]         [,47]         [,48]         [,49]         [,50]
 [1,] 1.466932e-203 3.814842e-216 3.739082e-229 1.381260e-242 1.923104e-256
 [2,] 1.046757e-192 6.005777e-205 1.298717e-217 1.058479e-230 3.251370e-244
 [3,] 3.655433e-182 4.627222e-194 2.207618e-206 3.969625e-219 2.690247e-232
 [4,] 6.246438e-172 1.744502e-183 1.836253e-195 7.284769e-208 1.089221e-220
 [5,] 5.223100e-162 3.218284e-173 7.473816e-185 6.541577e-197 2.157942e-209
 [6,] 2.137281e-152 2.905462e-163 1.488644e-174 2.874672e-186 2.092200e-198
 [7,] 4.279710e-143 1.283587e-153 1.450970e-164 6.181781e-176 9.926274e-188
 [8,] 4.193596e-134 2.774950e-144 6.920634e-155 6.505168e-166 2.304564e-177
 [9,] 2.010774e-125 2.935546e-135 1.615238e-145 3.349701e-156 2.618143e-167
[10,] 4.718188e-117 1.519701e-126 1.844860e-136 8.440933e-147 1.455578e-157
[11,] 5.417596e-109 3.849880e-118 1.031121e-127 1.040865e-137 3.960017e-148
[12,] 3.044090e-101 4.772606e-110 2.820173e-119 6.280843e-129 5.272035e-139
[13,]  8.370047e-94 2.895233e-102 3.774516e-111 1.854646e-120 3.434622e-130
[14,]  1.126174e-86  8.594450e-95 2.472024e-103 2.679843e-112 1.094925e-121
[15,]  7.415074e-80  1.248492e-87  7.922783e-96 1.894925e-104 1.708145e-113
[16,]  2.389159e-73  8.875088e-81  1.242574e-88  6.556832e-97 1.304020e-105
[17,]  3.766940e-67  3.087263e-74  9.536313e-82  1.110221e-89  4.871437e-98
[18,]  2.906414e-61  5.255329e-68  3.581495e-75  9.199216e-83  8.905457e-91
[19,]  1.097340e-55  4.377647e-62  6.582068e-69  3.729976e-76  7.966523e-84
[20,]  2.027446e-50  1.784458e-56  5.919507e-63  7.400939e-70  3.487444e-77
[21,]  1.833061e-45  3.559521e-51  2.605123e-57  7.185997e-64  7.470766e-71
[22,]  8.109986e-41  3.474497e-46  5.610298e-52  3.414302e-58  7.831363e-65
[23,]  1.755849e-36  1.659650e-41  5.912457e-47  7.938556e-53  4.017303e-59
[24,]  1.860246e-32  3.879331e-37  3.049057e-42  9.032256e-48  1.008432e-53
[25,]  9.644444e-29  4.437321e-33  7.694615e-38  5.028925e-43  1.238749e-48
[26,]  2.446826e-25  2.483722e-29  9.502243e-34  1.370161e-38  7.446244e-44
[27,]  3.037749e-22  6.803084e-26  5.742294e-30  1.826788e-34  2.190338e-39
[28,]  1.845566e-19  9.118662e-23  1.698108e-26  1.191858e-30  3.152861e-35
[29,]  5.487251e-17  5.981142e-20  2.457351e-23  3.805234e-27  2.220846e-31
[30,]  7.985184e-15  1.919913e-17  1.740188e-20  5.945112e-24  7.655129e-28
[31,]  5.689886e-13  3.016317e-15  6.030701e-18  4.545332e-21  1.291245e-24
[32,]  1.987973e-11  2.320307e-13  1.022901e-15  1.700641e-18  1.065837e-21
[33,]  3.421494e-10  8.751381e-12  8.495091e-14  3.114251e-16  4.305416e-19
[34,]  2.946671e-09  1.625922e-10  3.459197e-12  2.792345e-14  8.512076e-17
[35,]  1.336437e-08  1.512296e-09  6.940380e-11  1.227725e-12  8.240364e-15
[36,]  3.658888e-08  7.427188e-09  6.980419e-10  2.661058e-11  3.912470e-13
[37,]  7.414772e-08  2.217767e-08  3.726136e-09  2.897604e-10  9.164531e-12
[38,]  1.188181e-07  4.915236e-08  1.223743e-08  1.687197e-09  1.081722e-10
[39,]  1.482703e-07  8.438026e-08  2.996414e-08  6.140395e-09  6.895114e-10
[40,]  1.641563e-07  1.087189e-07  5.542723e-08  1.674118e-08  2.799491e-09
[41,]  1.719457e-07  1.215055e-07  7.368595e-08  3.352754e-08  8.546369e-09
[42,]  1.700826e-07  1.285176e-07  8.241301e-08  4.607695e-08  1.859834e-08
[43,]  1.698018e-07  1.262534e-07  8.778899e-08  5.123692e-08  2.652533e-08
[44,]  1.531140e-07  1.256586e-07  8.624285e-08  5.466980e-08  2.922321e-08
[45,]  1.058043e-07  1.157625e-07  8.593992e-08  5.396626e-08  3.100260e-08
[46,]  5.762149e-08  8.037602e-08  8.140953e-08  5.406331e-08  3.082467e-08
[47,]  3.320824e-08  4.162552e-08  5.745975e-08  5.297077e-08  3.114805e-08
[48,]  3.098695e-08  2.169770e-08  2.856710e-08  3.848068e-08  3.170997e-08
[49,]  2.951647e-08  1.942459e-08  1.326068e-08  1.865917e-08  2.398297e-08
[50,]  1.633308e-08  1.951390e-08  1.102054e-08  7.672943e-09  1.156538e-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  
  -8208.443        4.356  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7t2ou1226418684.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]  5895.352  6197.032  6498.711  6800.391  7102.070  7403.750  7705.429
 [8]  8007.109  8308.788  8610.468  8912.147  9213.827  9515.506  9817.186
[15] 10118.865 10420.545 10722.224 11023.904 11325.583 11627.263 11928.942
[22] 12230.622 12532.301 12833.981 13135.660 13437.340 13739.019 14040.699
[29] 14342.378 14644.058 14945.737 15247.417 15549.096 15850.776 16152.455
[36] 16454.135 16755.814 17057.494 17359.173 17660.853 17962.532 18264.212
[43] 18565.891 18867.571 19169.250 19470.930 19772.609 20074.289 20375.968
[50] 20677.648

$yords
 [1]  31686.64  34433.02  37179.40  39925.78  42672.16  45418.55  48164.93
 [8]  50911.31  53657.69  56404.08  59150.46  61896.84  64643.22  67389.60
[15]  70135.99  72882.37  75628.75  78375.13  81121.52  83867.90  86614.28
[22]  89360.66  92107.04  94853.43  97599.81 100346.19 103092.57 105838.96
[29] 108585.34 111331.72 114078.10 116824.48 119570.87 122317.25 125063.63
[36] 127810.01 130556.40 133302.78 136049.16 138795.54 141541.92 144288.31
[43] 147034.69 149781.07 152527.45 155273.84 158020.22 160766.60 163512.98
[50] 166259.36

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  5.849975e-13  2.653242e-13  9.233508e-14  2.774738e-14  1.243737e-14
 [2,]  9.411118e-12  5.953385e-12  2.859119e-12  1.055925e-12  3.380776e-13
 [3,]  8.265880e-11  7.214268e-11  4.811064e-11  2.443705e-11  9.574403e-12
 [4,]  4.119267e-10  4.841391e-10  4.417217e-10  3.097421e-10  1.661671e-10
 [5,]  1.250552e-09  1.890545e-09  2.287827e-09  2.171411e-09  1.596010e-09
 [6,]  2.634337e-09  4.682356e-09  7.107806e-09  8.787579e-09  8.627673e-09
 [7,]  5.110613e-09  8.585740e-09  1.463999e-08  2.207834e-08  2.766933e-08
 [8,]  1.320753e-08  1.605623e-08  2.395244e-08  3.850829e-08  5.710608e-08
 [9,]  3.652015e-08  3.912644e-08  4.348112e-08  5.747136e-08  8.570734e-08
[10,]  7.226507e-08  8.922360e-08  9.568056e-08  1.002637e-07  1.186784e-07
[11,]  9.035980e-08  1.401463e-07  1.772943e-07  1.918461e-07  1.943122e-07
[12,]  6.965606e-08  1.395978e-07  2.220400e-07  2.871048e-07  3.143893e-07
[13,]  3.225837e-08  8.548115e-08  1.764112e-07  2.876920e-07  3.795636e-07
[14,]  8.647467e-09  3.097022e-08  8.522985e-08  1.817521e-07  3.044894e-07
[15,]  1.296003e-09  6.378483e-09  2.391977e-08  6.865710e-08  1.519349e-07
[16,]  1.059490e-10  7.242593e-10  3.753952e-09  1.478874e-08  4.444425e-08
[17,]  4.653625e-12  4.446623e-11  3.212381e-10  1.757051e-09  7.290249e-09
[18,]  1.088578e-13  1.459419e-12  1.476716e-11  1.128741e-10  6.524752e-10
[19,]  1.349100e-15  2.543719e-14  3.615639e-13  3.876694e-12  3.137793e-11
[20,]  8.829831e-18  2.345106e-16  4.691411e-15  7.072574e-14  8.039366e-13
[21,]  3.045563e-20  1.140629e-18  3.215753e-17  6.827146e-16  1.091934e-14
[22,]  5.527790e-23  2.921807e-21  1.161998e-19  3.478055e-18  7.837700e-17
[23,]  5.273930e-26  3.936670e-24  2.210118e-22  9.334494e-21  2.966674e-19
[24,]  2.642812e-29  2.787178e-27  2.210181e-25  1.318052e-23  5.912476e-22
[25,]  6.951504e-33  1.036200e-30  1.161110e-28  9.782029e-27  6.197002e-25
[26,]  9.593333e-37  2.021732e-34  3.202343e-32  3.812826e-30  3.412851e-28
[27,]  7.404451e-41  2.104545e-38  4.654919e-36  7.809927e-34  9.872497e-32
[28,]  1.274206e-42  1.379181e-40  1.143222e-38  7.619013e-37  4.666839e-35
[29,]  1.842486e-43  2.802418e-41  3.202898e-39  2.752360e-37  1.781400e-35
[30,]  1.399174e-44  3.011220e-42  4.868153e-40  5.912636e-38  5.396512e-36
[31,]  5.566191e-46  1.695255e-43  3.878292e-41  6.664731e-39  8.603631e-37
[32,]  1.159932e-47  4.999494e-45  1.618619e-42  3.936311e-40  7.190584e-38
[33,]  1.266161e-49  7.723272e-47  3.538653e-44  1.217865e-41  3.148366e-39
[34,]  7.239801e-52  6.249687e-49  4.052415e-46  1.973757e-43  7.221004e-41
[35,]  2.168430e-54  2.649087e-51  2.430922e-48  1.675599e-45  8.675468e-43
[36,]  3.402084e-57  5.881867e-54  7.638522e-51  7.451221e-48  5.459711e-45
[37,]  2.795947e-60  6.840979e-57  1.257279e-53  1.735676e-50  1.799824e-47
[38,]  1.203624e-63  4.167729e-60  1.084007e-56  2.117817e-53  3.107914e-50
[39,]  2.714150e-67  1.330030e-63  4.895684e-60  1.353596e-56  2.811182e-53
[40,]  3.205957e-71  2.223334e-67  1.158179e-63  4.531801e-60  1.331956e-56
[41,]  1.983638e-75  1.946833e-71  1.435222e-67  7.947554e-64  3.305764e-60
[42,]  6.429071e-80  8.929638e-76  9.316300e-72  7.300912e-68  4.297686e-64
[43,]  1.091481e-84  2.145463e-80  3.167743e-76  3.513199e-72  2.926710e-68
[44,]  9.706530e-90  2.700151e-85  5.642041e-81  8.855404e-77  1.044010e-72
[45,]  4.521621e-95  1.780072e-90  5.263866e-86  1.169220e-81  1.950795e-77
[46,] 1.103327e-100  6.147052e-96  2.572489e-91  8.086566e-87  1.909408e-82
[47,] 1.410249e-106 1.111930e-101  6.585419e-97  2.929634e-92  9.789651e-88
[48,] 9.442086e-113 1.053584e-107 8.830682e-103  5.559598e-98  2.629157e-93
[49,] 3.311482e-119 5.229290e-114 6.202790e-109 5.526567e-104  3.698689e-99
[50,] 6.083537e-126 1.359552e-120 2.282230e-115 2.877710e-110 2.725579e-105
               [,6]         [,7]         [,8]         [,9]        [,10]
 [1,]  1.229860e-14 2.042723e-14 7.098922e-14 3.404920e-13 1.465954e-12
 [2,]  1.612589e-13 1.594262e-13 2.063836e-13 4.338667e-13 1.650293e-12
 [3,]  3.268692e-12 1.667036e-12 1.707674e-12 2.035573e-12 2.903026e-12
 [4,]  6.905238e-11 2.516399e-11 1.374648e-11 1.476747e-11 1.748374e-11
 [5,]  9.029458e-10 3.980551e-10 1.551006e-10 9.073682e-11 1.024453e-10
 [6,]  6.623720e-09 3.946514e-09 1.847574e-09 7.719642e-10 4.825733e-10
 [7,]  2.794075e-08 2.232887e-08 1.400125e-08 6.979971e-09 3.142852e-09
 [8,]  7.204997e-08 7.446833e-08 6.179355e-08 4.081645e-08 2.178832e-08
 [9,]  1.237550e-07 1.563951e-07 1.649904e-07 1.421248e-07 9.926369e-08
[10,]  1.620814e-07 2.256164e-07 2.846729e-07 3.066499e-07 2.751367e-07
[11,]  2.100736e-07 2.610912e-07 3.468054e-07 4.359951e-07 4.813856e-07
[12,]  3.129914e-07 3.162002e-07 3.584194e-07 4.499952e-07 5.625639e-07
[13,]  4.206868e-07 4.156855e-07 4.006141e-07 4.183266e-07 4.931182e-07
[14,]  4.099134e-07 4.596666e-07 4.529509e-07 4.229720e-07 4.128832e-07
[15,]  2.624220e-07 3.612412e-07 4.100928e-07 4.038581e-07 3.691104e-07
[16,]  1.025069e-07 1.833476e-07 2.590631e-07 2.984326e-07 2.942134e-07
[17,]  2.301292e-08 5.553540e-08 1.033351e-07 1.505892e-07 1.767545e-07
[18,]  2.856796e-09 9.496122e-09 2.405582e-08 4.675805e-08 7.063121e-08
[19,]  1.919029e-10 8.879306e-10 3.113978e-09 8.302081e-09 1.691632e-08
[20,]  6.894736e-12 4.464887e-11 2.185499e-10 8.098010e-10 2.276720e-09
[21,]  1.316333e-13 1.196725e-12 8.210706e-12 4.255037e-11 1.667571e-10
[22,]  1.330232e-15 1.701152e-14 1.640049e-13 1.192699e-12 6.547732e-12
[23,]  7.097150e-18 1.278451e-16 1.734775e-15 1.774033e-14 1.367963e-13
[24,]  1.995462e-20 5.068447e-19 9.691758e-18 1.395678e-16 1.514279e-15
[25,]  2.952670e-23 1.058338e-21 2.854444e-20 5.794735e-19 8.857423e-18
[26,]  2.296913e-26 1.162531e-24 4.425740e-23 1.267625e-21 2.732357e-20
[27,]  9.387150e-30 6.711653e-28 3.608558e-26 1.459198e-24 4.438768e-23
[28,]  3.174667e-33 2.388748e-31 1.644482e-29 9.097949e-28 3.861059e-26
[29,]  8.724641e-34 3.274668e-32 9.727895e-31 2.452174e-29 5.798149e-28
[30,]  3.704116e-34 1.915943e-32 7.509073e-31 2.262701e-29 5.433523e-28
[31,]  8.344347e-35 6.082275e-33 3.334923e-31 1.378874e-29 4.327648e-28
[32,]  9.866849e-36 1.017099e-33 7.877232e-32 4.585578e-30 2.008652e-28
[33,]  6.113617e-37 8.917622e-35 9.770941e-33 8.042630e-31 4.974121e-29
[34,]  1.984386e-38 4.096253e-36 6.351378e-34 7.397456e-32 6.472093e-30
[35,]  3.373960e-40 9.856405e-38 2.162789e-35 3.564804e-33 4.413525e-31
[36,]  3.004940e-42 1.242321e-39 3.857871e-37 8.998831e-35 1.576701e-32
[37,]  1.401894e-44 8.202245e-42 3.604671e-39 1.189933e-36 2.950556e-34
[38,]  3.425891e-47 2.836682e-44 1.764261e-41 8.242123e-39 2.892273e-36
[39,]  4.385436e-50 5.138894e-47 4.523151e-44 2.990450e-41 1.485101e-38
[40,]  2.940580e-53 4.876516e-50 6.074357e-47 5.683489e-44 3.994420e-41
[41,]  1.032843e-56 2.423988e-53 4.273075e-50 5.658151e-47 5.627720e-44
[42,]  1.900274e-60 6.311497e-57 1.574569e-53 2.950631e-50 4.153289e-47
[43,]  1.831389e-64 8.608277e-61 3.039238e-57 8.060041e-54 1.605587e-50
[44,]  9.245377e-69 6.150071e-65 3.072896e-61 1.153293e-57 3.251288e-54
[45,]  2.444843e-73 2.301580e-69 1.627470e-65 8.644186e-62 3.448729e-58
[46,]  3.386549e-78 4.511826e-74 4.515008e-70 3.393820e-66 1.916210e-62
[47,]  2.457226e-83 4.632972e-79 6.561230e-75 6.979668e-71 5.577098e-67
[48,]  9.339286e-89 2.492000e-84 4.994509e-80 7.519026e-76 8.502651e-72
[49,]  1.859363e-94 7.021312e-90 1.991509e-85 4.242973e-81 6.790196e-77
[50,] 1.939074e-100 1.036259e-95 4.159599e-91 1.254177e-86 2.840469e-82
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.346109e-12 1.904719e-11 8.161467e-11 3.936450e-10 1.700240e-09
 [2,] 6.796348e-12 2.372460e-11 6.994738e-11 2.038104e-10 7.160257e-10
 [3,] 7.413626e-12 2.680439e-11 9.134656e-11 2.573317e-10 6.135216e-10
 [4,] 2.042230e-11 3.402926e-11 9.417503e-11 2.970062e-10 8.246961e-10
 [5,] 1.241107e-10 1.344293e-10 1.648389e-10 3.186856e-10 8.432041e-10
 [6,] 5.702588e-10 7.145148e-10 7.623386e-10 7.886620e-10 1.093630e-09
 [7,] 2.089892e-09 2.558097e-09 3.318301e-09 3.584902e-09 3.422014e-09
 [8,] 1.065673e-08 7.487792e-09 9.326972e-09 1.244569e-08 1.377058e-08
 [9,] 5.727002e-08 3.077177e-08 2.267657e-08 2.803127e-08 3.792951e-08
[10,] 2.047545e-07 1.293556e-07 7.735749e-08 5.948127e-08 7.089213e-08
[11,] 4.533610e-07 3.637314e-07 2.553441e-07 1.718370e-07 1.378893e-07
[12,] 6.408904e-07 6.410636e-07 5.624954e-07 4.443304e-07 3.381334e-07
[13,] 6.115846e-07 7.250305e-07 7.816038e-07 7.609650e-07 6.812044e-07
[14,] 4.562035e-07 5.601628e-07 6.978071e-07 8.237483e-07 9.008071e-07
[15,] 3.419943e-07 3.556825e-07 4.324859e-07 5.726941e-07 7.524285e-07
[16,] 2.647034e-07 2.357867e-07 2.329240e-07 2.819927e-07 4.031053e-07
[17,] 1.749092e-07 1.554430e-07 1.343408e-07 1.276051e-07 1.560506e-07
[18,] 8.491969e-08 8.470781e-08 7.458748e-08 6.293005e-08 5.832577e-08
[19,] 2.661178e-08 3.296222e-08 3.333349e-08 2.919894e-08 2.416932e-08
[20,] 4.876815e-09 8.022100e-09 1.029378e-08 1.062275e-08 9.309639e-09
[21,] 4.951374e-10 1.117412e-09 1.928359e-09 2.576144e-09 2.731145e-09
[22,] 2.716248e-11 8.527237e-11 2.030881e-10 3.686540e-10 5.148811e-10
[23,] 7.959122e-13 3.497042e-12 1.161726e-11 2.923605e-11 5.593615e-11
[24,] 1.238443e-14 7.639219e-14 3.556649e-13 1.251083e-12 3.330086e-12
[25,] 1.019789e-16 8.847814e-16 5.787783e-15 2.856391e-14 1.064433e-13
[26,] 4.433637e-19 5.417691e-18 4.987440e-17 3.460650e-16 1.810931e-15
[27,] 1.015980e-21 1.750279e-20 2.270241e-19 2.217908e-18 1.632716e-17
[28,] 1.240216e-24 3.004226e-23 5.482796e-22 7.537743e-21 7.807462e-20
[29,] 1.350776e-26 2.917743e-25 5.322215e-24 7.745618e-23 8.801980e-22
[30,] 1.118322e-26 2.165968e-25 4.069809e-24 6.921719e-23 9.755978e-22
[31,] 1.048981e-26 2.046596e-25 3.478100e-24 5.625613e-23 8.758798e-22
[32,] 6.640448e-27 1.670011e-25 3.260955e-24 5.183776e-23 7.297981e-22
[33,] 2.312649e-27 8.094001e-26 2.140143e-24 4.316107e-23 6.801057e-22
[34,] 4.253960e-28 2.101017e-26 7.802275e-25 2.182161e-23 4.616537e-22
[35,] 4.104602e-29 2.867546e-27 1.505050e-25 5.936386e-24 1.760936e-22
[36,] 2.075099e-30 2.051436e-28 1.523406e-26 8.498442e-25 3.561867e-23
[37,] 5.495529e-32 7.688476e-30 8.079748e-28 6.378111e-26 3.782008e-24
[38,] 7.623662e-34 1.509427e-31 2.244840e-29 2.507782e-27 2.104338e-25
[39,] 5.539869e-36 1.552269e-33 3.267072e-31 5.165128e-29 6.133683e-27
[40,] 2.108708e-38 8.361867e-36 2.490657e-33 5.572573e-31 9.365142e-29
[41,] 4.204501e-41 2.359503e-38 9.946047e-36 3.149284e-33 7.490134e-31
[42,] 4.391303e-44 3.487536e-41 2.080501e-38 9.322859e-36 3.137950e-33
[43,] 2.402449e-47 2.700217e-44 2.279645e-41 1.445666e-38 6.886272e-36
[44,] 6.884861e-51 1.095113e-47 1.308419e-44 1.174268e-41 7.915944e-39
[45,] 1.033518e-54 2.326490e-51 3.933763e-48 4.996298e-45 4.766538e-42
[46,] 8.126834e-59 2.588950e-55 6.195123e-52 1.113550e-48 1.503432e-45
[47,] 3.347386e-63 1.509132e-59 5.110612e-56 1.300027e-52 2.483966e-49
[48,] 7.222227e-68 4.607994e-64 2.208395e-60 7.950164e-57 2.149753e-53
[49,] 8.162409e-73 7.370185e-69 4.998762e-65 2.546722e-61 9.745702e-58
[50,] 4.832205e-78 6.174825e-74 5.926905e-70 4.273333e-66 2.314289e-62
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 5.835767e-09 1.535877e-08 3.071302e-08 4.654812e-08 5.341293e-08
 [2,] 2.786100e-09 9.598359e-09 2.618540e-08 5.473689e-08 8.694016e-08
 [3,] 1.464089e-09 4.218710e-09 1.323816e-08 3.637183e-08 7.886351e-08
 [4,] 1.871210e-09 3.609657e-09 7.064236e-09 1.669542e-08 4.222912e-08
 [5,] 2.225699e-09 5.001734e-09 9.132057e-09 1.426321e-08 2.291623e-08
 [6,] 2.226673e-09 5.193317e-09 1.126637e-08 2.042448e-08 2.999525e-08
 [7,] 3.725507e-09 5.741318e-09 1.107070e-08 2.187046e-08 3.868626e-08
 [8,] 1.275726e-08 1.186344e-08 1.435912e-08 2.252687e-08 3.850538e-08
 [9,] 4.303515e-08 3.977051e-08 3.360463e-08 3.339113e-08 4.351086e-08
[10,] 9.503373e-08 1.097379e-07 1.024510e-07 8.215917e-08 6.968124e-08
[11,] 1.548501e-07 1.994197e-07 2.304621e-07 2.175718e-07 1.703591e-07
[12,] 2.847168e-07 2.995188e-07 3.593961e-07 4.052063e-07 3.830828e-07
[13,] 5.846597e-07 5.201698e-07 5.199751e-07 5.715179e-07 6.105547e-07
[14,] 9.145544e-07 8.778840e-07 8.286789e-07 8.070337e-07 8.169970e-07
[15,] 9.322943e-07 1.069020e-06 1.134721e-06 1.135731e-06 1.102323e-06
[16,] 5.991874e-07 8.455240e-07 1.087168e-06 1.260400e-06 1.330602e-06
[17,] 2.464161e-07 4.212482e-07 6.778877e-07 9.685545e-07 1.211136e-06
[18,] 7.414602e-08 1.338064e-07 2.667426e-07 4.876131e-07 7.658148e-07
[19,] 2.227613e-08 3.093164e-08 6.650948e-08 1.552602e-07 3.188789e-07
[20,] 7.605865e-09 7.170998e-09 1.169277e-08 3.092214e-08 8.348779e-08
[21,] 2.412045e-09 1.963337e-09 1.980190e-09 4.106308e-09 1.334767e-08
[22,] 5.643216e-10 5.064024e-10 4.167970e-10 4.800825e-10 1.333876e-09
[23,] 8.195018e-11 9.337223e-11 8.588024e-11 7.305795e-11 1.040249e-10
[24,] 6.725748e-12 1.036377e-11 1.233261e-11 1.172839e-11 1.063118e-11
[25,] 2.998883e-13 6.401272e-13 1.039570e-12 1.296928e-12 1.286491e-12
[26,] 7.152012e-15 2.133953e-14 4.818396e-14 8.260061e-14 1.083720e-13
[27,] 9.061484e-17 3.793911e-16 1.199367e-15 2.866704e-15 5.193849e-15
[28,] 6.094522e-19 3.586925e-18 1.592689e-17 5.340497e-17 1.354618e-16
[29,] 7.788500e-21 5.407387e-20 2.994725e-19 1.358140e-18 5.218421e-18
[30,] 1.082691e-20 9.288807e-20 6.174224e-19 3.244302e-18 1.406042e-17
[31,] 1.213406e-20 1.377586e-19 1.227151e-18 8.468894e-18 4.563708e-17
[32,] 9.862053e-21 1.269044e-19 1.428938e-18 1.306068e-17 9.348945e-17
[33,] 8.836100e-21 1.033708e-19 1.166759e-18 1.237412e-17 1.130301e-16
[34,] 7.472837e-21 9.521582e-20 1.014491e-18 9.889033e-18 9.314042e-17
[35,] 3.936342e-21 6.666147e-20 8.670660e-19 8.954487e-18 7.852235e-17
[36,] 1.121993e-21 2.658773e-20 4.751371e-19 6.444716e-18 6.744866e-17
[37,] 1.684702e-22 5.638548e-21 1.418552e-19 2.685702e-18 3.838030e-17
[38,] 1.326399e-23 6.280286e-22 2.233915e-20 5.970748e-19 1.199768e-17
[39,] 5.471261e-25 3.665911e-23 1.845065e-21 6.975835e-20 1.981412e-18
[40,] 1.182217e-26 1.120999e-24 7.984346e-23 4.271748e-21 1.716751e-19
[41,] 1.338109e-28 1.795632e-26 1.809955e-24 1.370396e-22 7.793783e-21
[42,] 7.933539e-31 1.506648e-28 2.149221e-26 2.302912e-24 1.853510e-22
[43,] 2.463907e-33 6.621990e-31 1.336832e-28 2.027179e-26 2.309023e-24
[44,] 4.008318e-36 1.524564e-33 4.355650e-31 9.347336e-29 1.506757e-26
[45,] 3.415715e-39 1.838588e-36 7.433802e-34 2.257695e-31 5.150386e-29
[46,] 1.524690e-42 1.161458e-39 6.645835e-37 2.856428e-34 9.221830e-32
[47,] 3.565027e-46 3.843298e-43 3.112212e-40 1.893052e-37 8.649192e-35
[48,] 4.366415e-50 6.661705e-47 7.634311e-44 6.571774e-41 4.249276e-38
[49,] 2.801359e-54 6.048511e-51 9.809619e-48 1.195045e-44 1.093543e-41
[50,] 9.414399e-59 2.876680e-55 6.602592e-52 1.138325e-48 1.474134e-45
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 4.636961e-08 3.043405e-08 1.509124e-08 5.649841e-09 1.595934e-09
 [2,] 1.046848e-07 9.546875e-08 6.589490e-08 3.440028e-08 1.357354e-08
 [3,] 1.309242e-07 1.651481e-07 1.579573e-07 1.144601e-07 6.279744e-08
 [4,] 9.251653e-08 1.594270e-07 2.101857e-07 2.105341e-07 1.599270e-07
 [5,] 4.439845e-08 9.044986e-08 1.579709e-07 2.163358e-07 2.264904e-07
 [6,] 3.796616e-08 5.010428e-08 7.944226e-08 1.301493e-07 1.811009e-07
 [7,] 5.649870e-08 6.679721e-08 6.864844e-08 7.436816e-08 9.603523e-08
 [8,] 6.340169e-08 9.123252e-08 1.075500e-07 1.029191e-07 8.639621e-08
 [9,] 6.402036e-08 9.445384e-08 1.293809e-07 1.522901e-07 1.467222e-07
[10,] 7.660655e-08 9.976443e-08 1.325908e-07 1.691301e-07 1.953591e-07
[11,] 1.281600e-07 1.189774e-07 1.395672e-07 1.733608e-07 2.093446e-07
[12,] 2.970180e-07 2.057309e-07 1.616369e-07 1.690133e-07 2.023249e-07
[13,] 5.669448e-07 4.354615e-07 2.860659e-07 1.935814e-07 1.757358e-07
[14,] 8.094217e-07 7.202941e-07 5.418825e-07 3.431841e-07 2.065737e-07
[15,] 1.051287e-06 9.630857e-07 8.050394e-07 5.825187e-07 3.564962e-07
[16,] 1.304033e-06 1.201208e-06 1.032589e-06 8.065349e-07 5.527006e-07
[17,] 1.336726e-06 1.326049e-06 1.198671e-06 9.862299e-07 7.271874e-07
[18,] 1.020415e-06 1.165171e-06 1.163722e-06 1.035856e-06 8.259479e-07
[19,] 5.438448e-07 7.643424e-07 8.952193e-07 8.932554e-07 7.785467e-07
[20,] 1.894634e-07 3.469466e-07 5.112517e-07 6.125115e-07 6.088040e-07
[21,] 4.065440e-08 1.002643e-07 1.956090e-07 3.019430e-07 3.716410e-07
[22,] 5.159184e-09 1.729331e-08 4.581870e-08 9.489729e-08 1.538538e-07
[23,] 3.869731e-10 1.709692e-09 6.202304e-09 1.754954e-08 3.856686e-08
[24,] 2.012630e-11 9.598683e-11 4.695451e-10 1.827375e-09 5.509773e-09
[25,] 1.292827e-12 3.403469e-12 1.967699e-11 1.046223e-10 4.351806e-10
[26,] 1.131497e-13 1.322772e-13 4.884070e-13 3.267354e-12 1.872075e-11
[27,] 7.185272e-15 7.980458e-15 1.148996e-14 5.861759e-14 4.437684e-13
[28,] 2.610259e-16 3.888607e-16 5.047205e-16 1.145320e-15 8.128058e-15
[29,] 1.761363e-17 5.464357e-17 1.712313e-16 6.186169e-16 2.626240e-15
[30,] 5.344254e-17 1.874568e-16 6.148553e-16 1.919707e-15 6.213774e-15
[31,] 1.975101e-16 7.225144e-16 2.374603e-15 7.265493e-15 2.084895e-14
[32,] 5.205457e-16 2.287521e-15 8.231713e-15 2.568744e-14 7.335512e-14
[33,] 8.316326e-16 4.791249e-15 2.160697e-14 7.798491e-14 2.357258e-13
[34,] 8.118509e-16 6.006856e-15 3.559154e-14 1.654341e-13 6.073273e-13
[35,] 6.392078e-16 5.015866e-15 3.583635e-14 2.145569e-13 1.024848e-12
[36,] 5.661138e-16 4.100918e-15 2.792430e-14 1.821818e-13 1.064314e-12
[37,] 4.172522e-16 3.519360e-15 2.408113e-14 1.446385e-13 8.245860e-13
[38,] 1.815054e-16 2.074963e-15 1.809605e-14 1.232480e-13 6.898805e-13
[39,] 4.229246e-17 6.788209e-16 8.207435e-15 7.509108e-14 5.259050e-13
[40,] 5.182854e-18 1.175567e-16 2.003916e-15 2.569397e-14 2.483379e-13
[41,] 3.329520e-19 1.068462e-17 2.575747e-16 4.665362e-15 6.351603e-14
[42,] 1.120568e-20 5.088754e-19 1.735862e-17 4.448006e-16 8.562453e-15
[43,] 1.975554e-22 1.269629e-20 6.128972e-19 2.222425e-17 6.053467e-16
[44,] 1.824410e-24 1.659315e-22 1.133592e-20 5.817137e-19 2.242284e-17
[45,] 8.825480e-27 1.135962e-24 1.098273e-22 7.975925e-21 4.350896e-19
[46,] 2.236325e-29 4.073615e-27 5.573725e-25 5.728424e-23 4.422336e-21
[47,] 2.968332e-32 7.652038e-30 1.481706e-27 2.155117e-25 2.354543e-23
[48,] 2.063817e-35 7.529310e-33 2.063285e-30 4.247050e-28 6.566632e-26
[49,] 7.516426e-39 3.880743e-36 1.505006e-33 4.384152e-31 9.593130e-29
[50,] 1.433943e-42 1.047743e-39 5.750391e-37 2.370631e-34 7.341051e-32
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 3.399401e-10 5.457116e-11 6.599121e-12 6.008755e-13 4.118097e-14
 [2,] 4.045271e-09 9.099926e-10 1.544160e-10 1.975426e-11 1.904223e-12
 [3,] 2.606903e-08 8.182967e-09 1.940891e-09 3.476171e-10 4.698174e-11
 [4,] 9.206309e-08 4.013931e-08 1.324699e-08 3.307090e-09 6.241111e-10
 [5,] 1.801358e-07 1.086615e-07 4.968339e-08 1.721070e-08 4.514455e-09
 [6,] 1.970647e-07 1.638261e-07 1.034510e-07 4.954960e-08 1.799207e-08
 [7,] 1.260396e-07 1.394982e-07 1.205388e-07 7.955299e-08 3.988064e-08
 [8,] 7.657768e-08 7.945669e-08 8.264700e-08 7.238139e-08 4.955980e-08
 [9,] 1.158974e-07 8.087221e-08 5.810549e-08 4.675367e-08 3.739899e-08
[10,] 1.925680e-07 1.572643e-07 1.073243e-07 6.427967e-08 3.679496e-08
[11,] 2.366931e-07 2.387576e-07 2.067004e-07 1.510983e-07 9.305472e-08
[12,] 2.409396e-07 2.729818e-07 2.835726e-07 2.599499e-07 2.047110e-07
[13,] 2.043783e-07 2.493069e-07 2.925454e-07 3.167798e-07 3.050240e-07
[14,] 1.601830e-07 1.797106e-07 2.304373e-07 2.869821e-07 3.261151e-07
[15,] 1.979029e-07 1.337688e-07 1.450004e-07 1.981880e-07 2.631706e-07
[16,] 3.248023e-07 1.718182e-07 1.089014e-07 1.189409e-07 1.724021e-07
[17,] 4.704325e-07 2.643996e-07 1.380594e-07 9.297108e-08 1.110694e-07
[18,] 5.837093e-07 3.601080e-07 1.954280e-07 1.063923e-07 8.762573e-08
[19,] 6.017267e-07 4.110629e-07 2.455671e-07 1.324572e-07 8.201604e-08
[20,] 5.162885e-07 3.836201e-07 2.527536e-07 1.483602e-07 8.416359e-08
[21,] 3.703511e-07 3.064706e-07 2.179395e-07 1.381212e-07 8.218547e-08
[22,] 1.962294e-07 1.988204e-07 1.632046e-07 1.128853e-07 7.126534e-08
[23,] 6.593082e-08 8.793507e-08 9.207185e-08 7.706629e-08 5.481688e-08
[24,] 1.286007e-08 2.327352e-08 3.273503e-08 3.605113e-08 3.215824e-08
[25,] 1.398288e-09 3.475114e-09 6.701034e-09 1.009696e-08 1.219499e-08
[26,] 8.330643e-11 2.869896e-10 7.714140e-10 1.647602e-09 2.920486e-09
[27,] 2.777748e-12 1.369949e-11 5.433650e-11 1.814902e-10 5.470932e-10
[28,] 7.432485e-14 6.091188e-13 4.281810e-12 2.578620e-11 1.335488e-10
[29,] 1.292955e-14 8.594911e-14 7.391412e-13 6.182512e-12 4.307479e-11
[30,] 2.241206e-14 8.536413e-14 3.443752e-13 1.793812e-12 1.211859e-11
[31,] 5.867349e-14 1.784990e-13 5.915772e-13 1.941660e-12 6.466189e-12
[32,] 1.956850e-13 4.954795e-13 1.283750e-12 3.669622e-12 1.086262e-11
[33,] 6.329403e-13 1.573313e-12 3.666666e-12 8.325695e-12 2.020328e-11
[34,] 1.815616e-12 4.656536e-12 1.082095e-11 2.342353e-11 4.805008e-11
[35,] 3.856134e-12 1.159768e-11 2.898854e-11 6.363733e-11 1.283598e-10
[36,] 5.153971e-12 1.988213e-11 6.082739e-11 1.510241e-10 3.186262e-10
[37,] 4.461982e-12 2.127140e-11 8.333263e-11 2.603266e-10 6.512425e-10
[38,] 3.447844e-12 1.645949e-11 7.368080e-11 2.861988e-10 9.079506e-10
[39,] 2.898868e-12 1.332416e-11 5.558671e-11 2.220752e-10 8.202979e-10
[40,] 1.819391e-12 1.024593e-11 4.583122e-11 1.736768e-10 6.064530e-10
[41,] 6.506481e-13 5.028491e-12 2.952039e-11 1.338877e-10 4.875137e-10
[42,] 1.238501e-13 1.346735e-12 1.102349e-11 6.814702e-11 3.208512e-10
[43,] 1.238601e-14 1.903945e-13 2.199285e-12 1.910248e-11 1.249627e-10
[44,] 6.492312e-16 1.412039e-14 2.307034e-13 2.831891e-12 2.612462e-11
[45,] 1.782785e-17 5.487141e-16 1.268600e-14 2.203163e-13 2.874341e-12
[46,] 2.564422e-19 1.116997e-17 3.654601e-16 8.981666e-15 1.658086e-13
[47,] 1.932250e-21 1.191089e-19 5.515050e-18 1.918141e-16 5.011152e-15
[48,] 7.626383e-24 6.653016e-22 4.359560e-20 2.145814e-18 7.933517e-17
[49,] 1.576723e-26 1.946591e-24 1.805169e-22 1.257437e-20 6.579287e-19
[50,] 1.707547e-29 2.983397e-27 3.915377e-25 3.859770e-23 2.858072e-21
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 2.123644e-15 8.237932e-17 2.403278e-18 5.271735e-20 8.693427e-22
 [2,] 1.382490e-13 7.556408e-15 3.108313e-16 9.619636e-18 2.239245e-19
 [3,] 4.788747e-12 3.679064e-13 2.129412e-14 9.281071e-16 3.044970e-17
 [4,] 8.897480e-11 9.575684e-12 7.774912e-13 4.759811e-14 2.195935e-15
 [5,] 8.961228e-10 1.345232e-10 1.526152e-11 1.307595e-12 8.455459e-14
 [6,] 4.950933e-09 1.031941e-09 1.628329e-10 1.943905e-11 1.754530e-12
 [7,] 1.516537e-08 4.372615e-09 9.556298e-10 1.582441e-10 1.984437e-11
 [8,] 2.594483e-08 1.032197e-08 3.115758e-09 7.132432e-10 1.237824e-10
 [9,] 2.551108e-08 1.374473e-08 5.690970e-09 1.794700e-09 4.298206e-10
[10,] 2.147915e-08 1.232426e-08 6.267623e-09 2.600611e-09 8.435940e-10
[11,] 4.853889e-08 2.185005e-08 8.822773e-09 3.316881e-09 1.150456e-09
[12,] 1.356610e-07 7.408647e-08 3.273739e-08 1.162149e-08 3.358770e-09
[13,] 2.536550e-07 1.776809e-07 1.021896e-07 4.708866e-08 1.705745e-08
[14,] 3.261919e-07 2.801092e-07 2.022216e-07 1.200387e-07 5.726808e-08
[15,] 3.110101e-07 3.172824e-07 2.750080e-07 1.998376e-07 1.198010e-07
[16,] 2.378306e-07 2.836359e-07 2.866439e-07 2.441251e-07 1.742483e-07
[17,] 1.655624e-07 2.252263e-07 2.592875e-07 2.500988e-07 2.025621e-07
[18,] 1.208377e-07 1.796547e-07 2.319640e-07 2.493872e-07 2.225509e-07
[19,] 8.959056e-08 1.397905e-07 2.060055e-07 2.536986e-07 2.559678e-07
[20,] 6.635251e-08 9.398370e-08 1.562949e-07 2.278799e-07 2.731886e-07
[21,] 5.515817e-08 6.032534e-08 9.914380e-08 1.641345e-07 2.324256e-07
[22,] 4.857052e-08 4.622782e-08 6.530271e-08 1.072407e-07 1.657551e-07
[23,] 3.992004e-08 3.985508e-08 5.447051e-08 8.161947e-08 1.204264e-07
[24,] 2.678893e-08 2.911221e-08 4.523866e-08 7.353124e-08 1.064724e-07
[25,] 1.303746e-08 1.615479e-08 2.834979e-08 5.546309e-08 9.482374e-08
[26,] 4.725514e-09 8.084220e-09 1.597589e-08 3.389379e-08 6.720769e-08
[27,] 1.577690e-09 4.342639e-09 1.090701e-08 2.430857e-08 4.824643e-08
[28,] 5.948688e-10 2.259349e-09 7.201402e-09 1.899301e-08 4.138203e-08
[29,] 2.413978e-10 1.093242e-09 4.055247e-09 1.244369e-08 3.165045e-08
[30,] 8.052246e-11 4.464433e-10 1.983660e-09 7.079491e-09 2.057908e-08
[31,] 2.686363e-11 1.417068e-10 7.379550e-10 3.230040e-09 1.135896e-08
[32,] 3.017566e-11 8.314333e-11 2.784669e-10 1.150923e-09 4.690423e-09
[33,] 5.337921e-11 1.372857e-10 3.197062e-10 7.344133e-10 2.008425e-09
[34,] 9.992643e-11 2.280687e-10 5.421099e-10 1.185779e-09 2.310475e-09
[35,] 2.424372e-10 4.442523e-10 8.624353e-10 1.828431e-09 3.798583e-09
[36,] 6.025746e-10 1.056369e-09 1.752505e-09 2.928212e-09 5.349239e-09
[37,] 1.346239e-09 2.418106e-09 3.954818e-09 6.039215e-09 8.920627e-09
[38,] 2.305529e-09 4.748155e-09 8.244527e-09 1.269340e-08 1.799310e-08
[39,] 2.593878e-09 6.676267e-09 1.384670e-08 2.365706e-08 3.478923e-08
[40,] 2.025071e-09 6.157904e-09 1.584983e-08 3.319258e-08 5.656157e-08
[41,] 1.529495e-09 4.479248e-09 1.247933e-08 3.117997e-08 6.537483e-08
[42,] 1.174203e-09 3.492694e-09 9.109858e-09 2.240317e-08 5.196750e-08
[43,] 6.182126e-10 2.336819e-09 6.916384e-09 1.687271e-08 3.673239e-08
[44,] 1.812677e-10 9.479034e-10 3.754863e-09 1.140980e-08 2.738591e-08
[45,] 2.817526e-11 2.075904e-10 1.150779e-09 4.811889e-09 1.527294e-08
[46,] 2.299347e-12 2.395427e-11 1.875128e-10 1.103478e-09 4.887964e-09
[47,] 9.833843e-14 1.449586e-12 1.605163e-11 1.335338e-10 8.347784e-10
[48,] 2.203253e-15 4.596087e-14 7.201838e-13 8.476895e-12 7.495366e-11
[49,] 2.585803e-17 7.633702e-16 1.692783e-14 2.819640e-13 3.527920e-12
[50,] 1.589677e-19 6.641515e-18 2.084255e-16 4.913129e-15 8.699454e-14
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.077600e-23 1.003919e-25 7.028687e-28 3.697802e-30 1.461786e-32
 [2,] 3.919763e-21 5.158806e-23 5.103921e-25 3.795439e-27 2.121200e-29
 [3,] 7.517460e-19 1.396161e-20 1.950167e-22 2.048264e-24 1.617363e-26
 [4,] 7.630966e-17 1.996575e-18 3.931710e-20 5.825403e-22 6.492426e-24
 [5,] 4.124041e-15 1.516292e-16 4.200456e-18 8.763217e-20 1.376309e-21
 [6,] 1.196469e-13 6.160324e-15 2.393254e-16 7.011241e-18 1.548063e-19
 [7,] 1.883491e-12 1.352142e-13 7.337009e-15 3.007142e-16 9.303400e-18
 [8,] 1.628104e-11 1.622248e-12 1.223856e-13 6.986363e-15 3.015729e-16
 [9,] 7.809751e-11 1.076092e-11 1.124026e-12 8.897008e-14 5.333861e-15
[10,] 2.100399e-10 3.984524e-11 5.742456e-12 6.279860e-13 5.208071e-14
[11,] 3.473950e-10 8.580618e-11 1.665320e-11 2.488817e-12 2.838588e-13
[12,] 8.220393e-10 1.794424e-10 3.570896e-11 6.262609e-12 9.129117e-13
[13,] 4.806441e-09 1.054072e-09 1.828605e-10 2.607383e-11 3.233681e-12
[14,] 2.152463e-08 6.279127e-09 1.408291e-09 2.419063e-10 3.192655e-11
[15,] 5.814687e-08 2.242708e-08 6.765236e-09 1.576790e-09 2.815564e-10
[16,] 1.031831e-07 4.995152e-08 1.944148e-08 5.986721e-09 1.438724e-09
[17,] 1.379640e-07 7.866637e-08 3.713695e-08 1.429721e-08 4.417483e-09
[18,] 1.658788e-07 1.041291e-07 5.527283e-08 2.469140e-08 9.164978e-09
[19,] 2.113075e-07 1.434378e-07 8.093939e-08 3.849833e-08 1.558232e-08
[20,] 2.661973e-07 2.099237e-07 1.337330e-07 6.906861e-08 2.926323e-08
[21,] 2.717174e-07 2.597568e-07 2.014362e-07 1.255698e-07 6.248359e-08
[22,] 2.207200e-07 2.463336e-07 2.284260e-07 1.744945e-07 1.083544e-07
[23,] 1.656652e-07 2.013701e-07 2.088992e-07 1.827679e-07 1.342910e-07
[24,] 1.380325e-07 1.648430e-07 1.789997e-07 1.699637e-07 1.374938e-07
[25,] 1.329476e-07 1.563283e-07 1.624758e-07 1.545044e-07 1.325256e-07
[26,] 1.129745e-07 1.541612e-07 1.706744e-07 1.587235e-07 1.308172e-07
[27,] 8.555815e-08 1.323355e-07 1.714901e-07 1.809895e-07 1.556297e-07
[28,] 7.567924e-08 1.192311e-07 1.642398e-07 1.952094e-07 1.939645e-07
[29,] 6.659165e-08 1.162092e-07 1.704421e-07 2.140905e-07 2.323034e-07
[30,] 4.940800e-08 9.877680e-08 1.649004e-07 2.306720e-07 2.728002e-07
[31,] 3.202723e-08 7.327897e-08 1.382103e-07 2.177182e-07 2.887208e-07
[32,] 1.620786e-08 4.524497e-08 1.013167e-07 1.835886e-07 2.734303e-07
[33,] 6.535830e-09 2.082282e-08 5.677522e-08 1.260567e-07 2.250859e-07
[34,] 4.476340e-09 1.012511e-08 2.609084e-08 6.497214e-08 1.396657e-07
[35,] 6.973418e-09 1.141798e-08 1.890405e-08 3.573864e-08 7.333323e-08
[36,] 1.027154e-08 1.820662e-08 2.789648e-08 3.872880e-08 5.545984e-08
[37,] 1.387166e-08 2.364229e-08 3.991826e-08 5.938082e-08 7.601144e-08
[38,] 2.408230e-08 3.231243e-08 4.729531e-08 7.348630e-08 1.062609e-07
[39,] 4.612080e-08 5.681363e-08 6.749987e-08 8.405944e-08 1.152624e-07
[40,] 8.081573e-08 1.013427e-07 1.160304e-07 1.249567e-07 1.343847e-07
[41,] 1.118294e-07 1.576326e-07 1.898203e-07 2.039965e-07 2.023423e-07
[42,] 1.065468e-07 1.822927e-07 2.559676e-07 3.006285e-07 3.071531e-07
[43,] 7.588754e-08 1.462471e-07 2.459163e-07 3.442758e-07 3.991271e-07
[44,] 5.502958e-08 1.003509e-07 1.741049e-07 2.781997e-07 3.838009e-07
[45,] 3.736786e-08 7.296706e-08 1.213243e-07 1.858740e-07 2.705452e-07
[46,] 1.634903e-08 4.161564e-08 8.214308e-08 1.309722e-07 1.810457e-07
[47,] 3.924026e-09 1.389182e-08 3.718480e-08 7.599088e-08 1.212944e-07
[48,] 4.979275e-10 2.485968e-09 9.335281e-09 2.641946e-08 5.662743e-08
[49,] 3.315789e-11 2.341139e-10 1.241968e-09 4.952366e-09 1.485836e-08
[50,] 1.157054e-12 1.155976e-11 8.675482e-11 4.891291e-10 2.072187e-09
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 4.341768e-35 9.688835e-38 1.624341e-40 2.045870e-43 1.935790e-46
 [2,] 8.908811e-32 2.811530e-34 6.666825e-37 1.187773e-39 1.589874e-42
 [3,] 9.599960e-29 4.282706e-31 1.435838e-33 3.617435e-36 6.848093e-39
 [4,] 5.441542e-26 3.429150e-28 1.624523e-30 5.784782e-33 1.548163e-35
 [5,] 1.626674e-23 1.446402e-25 9.673138e-28 4.864613e-30 1.839287e-32
 [6,] 2.574871e-21 3.224841e-23 3.040044e-25 2.156425e-27 1.150661e-29
 [7,] 2.171241e-19 3.820345e-21 5.065176e-23 5.058090e-25 3.802748e-27
 [8,] 9.836810e-18 2.422941e-19 4.503729e-21 6.313676e-23 6.671575e-25
 [9,] 2.420564e-16 8.309800e-18 2.156584e-19 4.228142e-21 6.258160e-23
[10,] 3.274032e-15 1.559427e-16 5.624518e-18 1.535256e-19 3.169284e-21
[11,] 2.461352e-14 1.619932e-15 8.085582e-17 3.058923e-18 8.766539e-20
[12,] 1.056624e-13 9.467234e-15 6.488939e-16 3.384702e-17 1.340521e-18
[13,] 3.637370e-13 3.664702e-14 3.132440e-15 2.155447e-16 1.156294e-17
[14,] 3.284498e-12 2.721851e-13 1.918366e-14 1.214381e-15 6.971636e-17
[15,] 3.832038e-11 3.968612e-12 3.137095e-13 1.914535e-14 9.264741e-16
[16,] 2.669282e-10 3.792691e-11 4.103998e-12 3.370525e-13 2.098807e-14
[17,] 1.079277e-09 2.058712e-10 3.034406e-11 3.428369e-12 2.951650e-13
[18,] 2.780263e-09 6.779895e-10 1.309536e-10 1.978336e-11 2.313494e-12
[19,] 5.357369e-09 1.544161e-09 3.662280e-10 7.015732e-11 1.068305e-11
[20,] 1.036629e-08 3.128279e-09 8.101229e-10 1.783992e-10 3.274122e-11
[21,] 2.479751e-08 7.917964e-09 2.074689e-09 4.581631e-10 8.714538e-11
[22,] 5.386762e-08 2.117686e-08 6.545473e-09 1.596212e-09 3.118128e-10
[23,] 8.202139e-08 4.087811e-08 1.628109e-08 5.095376e-09 1.240858e-09
[24,] 9.429221e-08 5.481824e-08 2.672875e-08 1.068478e-08 3.413098e-09
[25,] 9.871723e-08 6.246557e-08 3.359275e-08 1.542476e-08 5.988260e-09
[26,] 9.865554e-08 6.688824e-08 3.920163e-08 1.945374e-08 8.208402e-09
[27,] 1.127687e-07 7.267306e-08 4.303543e-08 2.297082e-08 1.059411e-08
[28,] 1.570802e-07 1.035859e-07 5.742809e-08 2.832027e-08 1.292653e-08
[29,] 2.148865e-07 1.648476e-07 1.024873e-07 5.149755e-08 2.151065e-08
[30,] 2.757041e-07 2.384083e-07 1.736867e-07 1.039138e-07 4.995848e-08
[31,] 3.239347e-07 3.091280e-07 2.518219e-07 1.742188e-07 1.005900e-07
[32,] 3.402992e-07 3.583833e-07 3.216348e-07 2.466488e-07 1.613097e-07
[33,] 3.245898e-07 3.832932e-07 3.774236e-07 3.149903e-07 2.249230e-07
[34,] 2.468203e-07 3.522019e-07 4.053243e-07 3.802503e-07 2.961492e-07
[35,] 1.429161e-07 2.420846e-07 3.404469e-07 3.883791e-07 3.568902e-07
[36,] 8.815962e-08 1.447159e-07 2.213174e-07 2.955192e-07 3.305094e-07
[37,] 9.053688e-08 1.130677e-07 1.512436e-07 1.992424e-07 2.400030e-07
[38,] 1.314874e-07 1.414881e-07 1.463841e-07 1.598410e-07 1.792603e-07
[39,] 1.584769e-07 1.924882e-07 1.976884e-07 1.806378e-07 1.640173e-07
[40,] 1.575721e-07 1.982636e-07 2.345080e-07 2.364496e-07 2.022022e-07
[41,] 1.928192e-07 1.919794e-07 2.117435e-07 2.373486e-07 2.362790e-07
[42,] 2.838966e-07 2.454061e-07 2.109298e-07 1.978047e-07 2.015555e-07
[43,] 3.933754e-07 3.427836e-07 2.734519e-07 2.083941e-07 1.653837e-07
[44,] 4.413193e-07 4.251103e-07 3.538522e-07 2.640158e-07 1.828501e-07
[45,] 3.578756e-07 4.056193e-07 3.848744e-07 3.100251e-07 2.190816e-07
[46,] 2.335375e-07 2.847608e-07 3.115415e-07 2.907812e-07 2.288886e-07
[47,] 1.585774e-07 1.830779e-07 1.991039e-07 2.030481e-07 1.837085e-07
[48,] 9.303427e-08 1.204249e-07 1.296928e-07 1.255896e-07 1.152070e-07
[49,] 3.362569e-08 5.775521e-08 7.641076e-08 8.047782e-08 7.175179e-08
[50,] 6.599829e-09 1.582297e-08 2.864592e-08 3.946413e-08 4.213136e-08
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.375952e-49 7.347076e-53 2.947005e-56 8.879564e-60 2.009826e-63
 [2,] 1.598773e-45 1.207818e-48 6.854749e-52 2.922421e-55 9.359732e-59
 [3,] 9.740517e-42 1.040938e-44 8.357498e-48 5.041000e-51 2.284277e-54
 [4,] 3.113642e-38 4.705619e-41 5.343523e-44 4.559035e-47 2.922446e-50
 [5,] 5.227578e-35 1.116743e-37 1.792905e-40 2.163063e-43 1.960966e-46
 [6,] 4.617550e-32 1.393305e-34 3.160633e-37 5.389253e-40 6.906695e-43
 [7,] 2.151640e-29 9.159576e-32 2.932899e-34 7.062103e-37 1.278544e-39
 [8,] 5.311170e-27 3.184052e-29 1.436899e-31 4.879536e-34 1.246586e-36
 [9,] 6.988425e-25 5.884316e-27 3.733886e-29 1.784693e-31 6.422873e-34
[10,] 4.944563e-23 5.826233e-25 5.181458e-27 3.475756e-29 1.757683e-31
[11,] 1.902096e-21 3.122512e-23 3.875668e-25 3.634622e-27 2.573685e-29
[12,] 4.026664e-20 9.166851e-22 1.580594e-23 2.062843e-25 2.036444e-27
[13,] 4.760198e-19 1.493300e-20 3.558607e-22 6.432369e-24 8.811048e-26
[14,] 3.470832e-18 1.414601e-19 4.535816e-21 1.120745e-22 2.113838e-24
[15,] 3.732246e-17 1.329811e-18 4.321674e-20 1.244041e-21 2.989489e-23
[16,] 9.932879e-16 3.604105e-17 1.023979e-18 2.374717e-20 4.777875e-22
[17,] 1.928461e-14 9.537409e-16 3.567707e-17 1.011243e-18 2.186156e-20
[18,] 2.077047e-13 1.422661e-14 7.400093e-16 2.913853e-17 8.668556e-19
[19,] 1.276007e-12 1.182599e-13 8.431064e-15 4.592654e-16 1.901918e-17
[20,] 4.898412e-12 5.861282e-13 5.524756e-14 4.053362e-15 2.292994e-16
[21,] 1.432446e-11 2.001241e-12 2.315819e-13 2.166253e-14 1.606946e-15
[22,] 5.014670e-11 6.864673e-12 8.186642e-13 8.489327e-14 7.471887e-15
[23,] 2.348059e-10 3.482087e-11 4.132539e-12 4.061279e-13 3.436507e-14
[24,] 8.535392e-10 1.650051e-10 2.453785e-11 2.815193e-12 2.523439e-13
[25,] 1.915815e-09 4.903888e-10 9.810172e-11 1.511392e-11 1.780510e-12
[26,] 2.971753e-09 9.159674e-10 2.338954e-10 4.789181e-11 7.661901e-12
[27,] 4.129020e-09 1.367557e-09 3.898169e-10 9.514315e-11 1.934046e-11
[28,] 5.374576e-09 1.943488e-09 5.947367e-10 1.546247e-10 3.466147e-11
[29,] 7.918551e-09 2.711430e-09 8.614789e-10 2.420480e-10 5.799038e-11
[30,] 1.919149e-08 6.015168e-09 1.624650e-09 4.051637e-10 9.564207e-11
[31,] 4.730862e-08 1.774746e-08 5.263233e-09 1.248474e-09 2.473328e-10
[32,] 8.910956e-08 4.081671e-08 1.514997e-08 4.464586e-09 1.032503e-09
[33,] 1.376203e-07 7.175612e-08 3.149345e-08 1.142007e-08 3.347728e-09
[34,] 1.951413e-07 1.101219e-07 5.331971e-08 2.199393e-08 7.624891e-09
[35,] 2.659744e-07 1.635342e-07 8.468836e-08 3.750482e-08 1.425639e-08
[36,] 3.011532e-07 2.207347e-07 1.304852e-07 6.316720e-08 2.558978e-08
[37,] 2.529824e-07 2.249039e-07 1.634468e-07 9.538841e-08 4.463916e-08
[38,] 1.898475e-07 1.808568e-07 1.508325e-07 1.065926e-07 6.170802e-08
[39,] 1.560278e-07 1.457710e-07 1.241972e-07 9.392796e-08 6.214485e-08
[40,] 1.588506e-07 1.273246e-07 1.046109e-07 8.081867e-08 5.540081e-08
[41,] 1.967479e-07 1.411758e-07 9.656093e-08 6.831235e-08 4.791141e-08
[42,] 1.953748e-07 1.613458e-07 1.109925e-07 6.756918e-08 4.065237e-08
[43,] 1.465039e-07 1.339644e-07 1.096119e-07 7.451241e-08 4.255440e-08
[44,] 1.251773e-07 9.358454e-08 7.714509e-08 6.136941e-08 4.167754e-08
[45,] 1.404924e-07 8.540988e-08 5.381164e-08 3.816671e-08 2.846390e-08
[46,] 1.551002e-07 9.343320e-08 5.179259e-08 2.814710e-08 1.669915e-08
[47,] 1.416700e-07 9.302641e-08 5.329713e-08 2.747659e-08 1.330285e-08
[48,] 9.811433e-08 7.346958e-08 4.700185e-08 2.588438e-08 1.259069e-08
[49,] 5.849624e-08 4.524961e-08 3.214450e-08 1.995639e-08 1.063903e-08
[50,] 3.624677e-08 2.689204e-08 1.851223e-08 1.206565e-08 7.145742e-09

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

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
   7640.823        7.834  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1vui91226418684.ps tmp/1vui91226418684.png")
> system("convert tmp/2xdmp1226418684.ps tmp/2xdmp1226418684.png")
> system("convert tmp/3itcv1226418684.ps tmp/3itcv1226418684.png")
> system("convert tmp/44w3b1226418684.ps tmp/44w3b1226418684.png")
> system("convert tmp/5wi6a1226418684.ps tmp/5wi6a1226418684.png")
> system("convert tmp/6nmjk1226418684.ps tmp/6nmjk1226418684.png")
> system("convert tmp/7t2ou1226418684.ps tmp/7t2ou1226418684.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.286   1.315   3.008