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(2411,2361,1924,2487,2675,2296,2102,2322,2274,2501,2435,2273,2455,2329,1897,2608,2712,2322,2283,2241,2417,2829,2601,2321,2769,2457,2143,2764,2789,2680,2537,2683,2700,3098,3015,2878,3011,2612,2419,3097,3013,3397,3423,3299,3066,3918,3154,3335,3462,3019,2832,3301,3343,3464,3017,3201,3135,3550,3247,3442,3536,3385,2997,3403,3900,3776,3198,4022,3845,3818)
> y <- c(12055,12113,9617,12646,13581,12162,10970,11880,11888,12927,12300,12093,12381,12197,9455,13168,13428,11981,11885,11692,12234,14341,13131,12421,14286,12865,11160,14316,14389,14014,13419,12770,13316,15333,14243,13824,14963,13203,12199,15509,14200,15170,14058,13786,14148,16542,13588,15582,15803,14131,12923,15612,16034,16037,14038,15331,15038,17402,14993,16044,16930,15921,14417,15961,17852,16484,14216,17430,17840,17629)
> x <- c(15107,15024,12083,15761,16943,15070,13660,14769,14725,15998,15371,14957,15470,15102,11704,16284,16727,14969,14861,14583,15306,17904,16379,15420,17871,15913,13867,17823,17872,17422,16705,15991,16584,19124,17839,17209,18587,16258,15142,19202,17747,19090,18040,17516,17752,21073,17170,19440,19795,17575,16165,19465,19932,19961,17343,18924,18574,21351,18595,19823,20844,19640,17735,19814,22239,20682,17819,21872,22117,21866)
> par7 = 'Variable Z'
> par6 = 'Variable Y'
> par5 = 'Variable X'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

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


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/freestat/rcomp/tmp/1wvki1226251515.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/29n7e1226251515.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/3bu1i1226251515.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/4mcp31226251515.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/html/freestat/rcomp/tmp/5f5491226251515.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  
     1.4765       0.8028  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/6xuqo1226251515.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]  8158.690  8382.968  8607.246  8831.524  9055.801  9280.079  9504.357
 [8]  9728.635  9952.913 10177.191 10401.469 10625.747 10850.025 11074.303
[15] 11298.581 11522.859 11747.137 11971.415 12195.693 12419.971 12644.249
[22] 12868.527 13092.805 13317.083 13541.361 13765.639 13989.917 14214.195
[29] 14438.473 14662.751 14887.029 15111.307 15335.585 15559.863 15784.141
[36] 16008.419 16232.697 16456.975 16681.253 16905.531 17129.809 17354.087
[43] 17578.365 17802.643 18026.921 18251.199 18475.476 18699.754 18924.032
[50] 19148.310

$yords
 [1] 1571.339 1627.999 1684.658 1741.318 1797.978 1854.637 1911.297 1967.957
 [9] 2024.616 2081.276 2137.935 2194.595 2251.255 2307.914 2364.574 2421.234
[17] 2477.893 2534.553 2591.212 2647.872 2704.532 2761.191 2817.851 2874.511
[25] 2931.170 2987.830 3044.489 3101.149 3157.809 3214.468 3271.128 3327.788
[33] 3384.447 3441.107 3497.766 3554.426 3611.086 3667.745 3724.405 3781.065
[41] 3837.724 3894.384 3951.043 4007.703 4064.363 4121.022 4177.682 4234.342
[49] 4291.001 4347.661

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  3.973562e-06  3.096318e-06  1.130152e-06  1.930241e-07  1.542073e-08
 [2,]  3.684740e-06  5.828061e-06  4.359187e-06  1.527937e-06  2.506359e-07
 [3,]  1.825757e-06  5.281594e-06  7.980740e-06  5.728541e-06  1.928129e-06
 [4,]  9.349290e-07  2.685049e-06  7.086121e-06  1.020466e-05  7.027074e-06
 [5,]  7.941622e-07  1.649984e-06  3.774113e-06  8.912068e-06  1.218690e-05
 [6,]  5.285163e-07  1.554639e-06  2.825243e-06  5.110679e-06  1.053165e-05
 [7,]  2.359096e-07  1.068228e-06  2.894777e-06  4.685295e-06  6.728296e-06
 [8,]  7.746749e-08  4.956543e-07  2.050353e-06  5.129102e-06  7.509679e-06
 [9,]  1.753843e-08  1.676413e-07  9.861714e-07  3.737995e-06  8.652602e-06
[10,]  2.373363e-09  3.819193e-08  3.415999e-07  1.856459e-06  6.472431e-06
[11,]  1.763903e-10  5.144378e-09  7.812824e-08  6.552425e-07  3.304049e-06
[12,]  6.987919e-12  3.812652e-10  1.049272e-08  1.502737e-07  1.183238e-06
[13,]  1.469542e-13  1.519317e-11  7.790498e-10  2.017987e-08  2.721333e-07
[14,]  1.645676e-15  3.248705e-13  3.142859e-11  1.509653e-09  3.669245e-08
[15,]  9.779662e-18  3.724972e-15  6.872731e-13  6.207973e-11  2.784723e-09
[16,]  3.032264e-20  2.262933e-17  8.085108e-15  1.394759e-12  1.175030e-10
[17,]  4.779758e-23  7.107600e-20  5.008967e-17  1.683204e-14  2.719681e-12
[18,]  3.733567e-26  1.121930e-22  1.586152e-19  1.059180e-16  3.359027e-14
[19,]  1.417336e-29  8.691104e-26  2.495852e-22  3.364586e-19  2.136195e-16
[20,]  2.582196e-33  3.250569e-29  1.911256e-25  5.256243e-22  6.774287e-19
[21,]  2.241224e-37  5.811936e-33  7.029305e-29  3.968546e-25  1.047074e-21
[22,]  9.230615e-42  4.940339e-37  1.232254e-32  1.433193e-28  7.778403e-25
[23,]  1.800293e-46  1.990684e-41  1.025415e-36  2.461567e-32  2.755263e-28
[24,]  1.661112e-51  3.796846e-46  4.041947e-41  2.004664e-36  4.633938e-32
[25,]  7.247829e-57  3.425423e-51  7.538984e-46  7.728996e-41  3.692255e-36
[26,]  1.495145e-62  1.461260e-56  6.650199e-51  1.409651e-45  1.392159e-40
[27,]  1.458043e-68  2.946968e-62  2.773471e-56  1.215667e-50  2.482377e-45
[28,]  6.720578e-75  2.809164e-68  5.467336e-62  4.955603e-56  2.092429e-50
[29,]  1.463885e-81  1.265429e-74  5.093119e-68  9.546264e-62  8.334737e-56
[30,]  1.506447e-88  2.692995e-81  2.241397e-74  8.687372e-68  1.568352e-61
[31,]  7.321457e-96  2.706561e-88  4.658288e-81  3.733388e-74  1.393613e-67
[32,] 1.679827e-103  1.284136e-95  4.570158e-88  7.573584e-81  5.845352e-74
[33,] 1.818697e-111 2.874884e-103  2.115627e-95  7.249186e-88  1.156790e-80
[34,] 9.287011e-120 3.035555e-111 4.618953e-103  3.272361e-95  1.079618e-87
[35,] 2.235633e-128 1.510965e-119 4.753745e-111 6.963221e-103  4.749547e-95
[36,] 2.535817e-137 3.543682e-128 2.305172e-119 6.981127e-111 9.844453e-103
[37,] 1.354647e-146 3.914159e-137 5.264376e-128 3.296170e-119 9.609328e-111
[38,] 3.406677e-156 2.035226e-146 5.659459e-137 7.326098e-128 4.415384e-119
[39,] 4.031355e-166 4.979633e-156 2.862920e-146 7.661931e-137 9.546477e-128
[40,] 2.243988e-176 5.730969e-166 6.812184e-156 3.769155e-146 9.708591e-137
[41,] 5.873364e-187 3.101367e-176 7.621773e-166 8.718485e-156 4.642588e-146
[42,] 7.226337e-198 7.889358e-187 4.008556e-176 9.479819e-166 1.043582e-155
[43,] 4.178322e-209 9.431518e-198 9.907656e-187 4.844070e-176 1.102417e-165
[44,] 1.135026e-220 5.297147e-209 1.150470e-197 1.162905e-186 5.471305e-176
[45,] 1.448356e-232 1.397553e-220 6.275471e-209 1.311431e-197 1.275574e-186
[46,] 8.679425e-245 1.731577e-232 1.607557e-220 6.945420e-209 1.396613e-197
[47,] 2.442449e-257 1.007476e-244 1.933780e-232 1.727326e-220 7.180786e-209
[48,] 3.226986e-270 2.752113e-257 1.092165e-244 2.016941e-232 1.733462e-220
[49,] 2.001393e-283 3.529097e-270 2.895598e-257 1.105565e-244 1.964415e-232
[50,] 5.826834e-297 2.124355e-283 3.603761e-270 2.844759e-257 1.045022e-244
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  5.761050e-10  1.007871e-11  9.078774e-14  3.658456e-15  8.866045e-16
 [2,]  1.923325e-08  6.904197e-10  1.167315e-11  1.335218e-13  1.697413e-14
 [3,]  3.037639e-07  2.239206e-08  7.728965e-10  1.286027e-11  2.905740e-13
 [4,]  2.271116e-06  3.436517e-07  2.434141e-08  8.099227e-10  1.422630e-11
 [5,]  8.046779e-06  2.497129e-06  3.629687e-07  2.472654e-08  8.004791e-10
 [6,]  1.359897e-05  8.602803e-06  2.563365e-06  3.581135e-07  2.353195e-08
 [7,]  1.173834e-05  1.418935e-05  8.589116e-06  2.457777e-06  3.305685e-07
 [8,]  8.692129e-06  1.241531e-05  1.386372e-05  8.013796e-06  2.203901e-06
 [9,]  1.161093e-05  1.110545e-05  1.258145e-05  1.271956e-05  6.999103e-06
[10,]  1.390474e-05  1.728942e-05  1.409741e-05  1.239387e-05  1.102042e-05
[11,]  1.064159e-05  2.129452e-05  2.476376e-05  1.778782e-05  1.210355e-05
[12,]  5.556537e-06  1.660794e-05  3.108636e-05  3.408279e-05  2.223342e-05
[13,]  2.012597e-06  8.828259e-06  2.459710e-05  4.326356e-05  4.503564e-05
[14,]  4.648728e-07  3.227837e-06  1.325461e-05  3.456965e-05  5.740733e-05
[15,]  6.328690e-08  7.510528e-07  4.889502e-06  1.882034e-05  4.612043e-05
[16,]  4.909721e-09  1.039642e-07  1.151517e-06  7.012574e-06  2.531022e-05
[17,]  2.137681e-10  8.308301e-09  1.634169e-07  1.682679e-06  9.554557e-06
[18,]  5.098630e-12  3.746154e-10  1.354563e-08  2.470014e-07  2.355600e-06
[19,]  6.417809e-14  9.186628e-12  6.330715e-10  2.134047e-08  3.607095e-07
[20,]  4.102627e-16  1.172115e-13  1.589043e-11  1.031618e-09  3.254390e-08
[21,]  1.293132e-18  7.491928e-16  2.042834e-13  2.634428e-11  1.619274e-09
[22,]  1.971931e-21  2.338247e-18  1.299264e-15  3.392199e-13  4.178355e-11
[23,]  1.438978e-24  3.509715e-21  4.002511e-18  2.137681e-15  5.359207e-13
[24,]  4.995127e-28  2.512561e-24  5.902429e-21  6.482961e-18  3.334177e-15
[25,]  8.222612e-32  8.541023e-28  4.140815e-24  9.378032e-21  9.932599e-18
[26,]  6.408178e-36  1.375469e-31  1.377488e-27  6.441113e-24  1.407532e-20
[27,]  2.362310e-40  1.048103e-35  2.169165e-31  2.095473e-27  9.456074e-24
[28,]  4.117006e-45  3.776214e-40  1.615403e-35  3.224847e-31  3.006396e-27
[29,]  3.390732e-50  6.429758e-45  5.685716e-40  2.345855e-35  4.518792e-31
[30,]  1.319200e-55  5.171737e-50  9.453613e-45  8.061491e-40  3.208838e-35
[31,]  2.423612e-61  1.964281e-55  7.422135e-50  1.308114e-44  1.075954e-39
[32,]  2.101703e-67  3.521384e-61  2.750366e-55  1.001838e-49  1.702776e-44
[33,]  8.598871e-74  2.978320e-67  4.808265e-61  3.619725e-55  1.271277e-49
[34,]  1.659092e-80  1.187891e-73  3.963899e-67  6.167096e-61  4.475522e-55
[35,]  1.508882e-87  2.233200e-80  1.540259e-73  4.952404e-67  7.426320e-61
[36,]  6.465314e-95  1.977974e-87  2.819687e-80  1.873628e-73  5.805433e-67
[37,] 1.304607e-102  8.250197e-95  2.430832e-87  3.338078e-80  2.137188e-73
[38,] 1.239195e-110 1.619850e-102  9.864497e-95  2.799473e-87  3.703580e-80
[39,] 5.538555e-119 1.496517e-110 1.883613e-102  1.104730e-94  3.020002e-87
[40,] 1.164370e-127 6.503192e-119 1.691801e-110 2.050603e-102  1.158367e-94
[41,] 1.151005e-136 1.328817e-127 7.145040e-119 1.789828e-110 2.089292e-102
[42,] 5.348446e-146 1.276355e-136 1.418511e-127 7.343803e-119 1.771505e-110
[43,] 1.167974e-155 5.761512e-146 1.323503e-136 1.416130e-127 7.059422e-119
[44,] 1.198308e-165 1.221903e-155 5.801763e-146 1.283032e-136 1.321783e-127
[45,] 5.775329e-176 1.217349e-165 1.194756e-155 5.460903e-146 1.162667e-136
[46,] 1.307210e-186 5.695861e-176 1.155506e-165 1.091630e-155 4.803380e-146
[47,] 1.389451e-197 1.251522e-186 5.248159e-176 1.024794e-165 9.319662e-156
[48,] 6.934138e-209 1.291143e-197 1.119195e-186 4.517223e-176 8.490605e-166
[49,] 1.624514e-220 6.253145e-209 1.120473e-197 9.347871e-187 3.631581e-176
[50,] 1.786616e-232 1.421690e-220 5.266053e-209 9.081356e-198 7.292228e-187
              [,11]         [,12]         [,13]         [,14]         [,15]
 [1,]  1.392870e-16  1.219770e-17  5.672799e-19  1.333795e-20  1.526289e-22
 [2,]  4.395392e-15  6.838464e-16  5.895253e-17  2.679048e-18  6.113436e-20
 [3,]  7.795262e-14  2.042723e-14  3.144775e-15  2.666166e-16  1.182565e-17
 [4,]  9.417192e-13  3.398087e-13  8.896781e-14  1.354439e-14  1.128102e-15
 [5,]  1.854151e-11  3.539293e-12  1.392604e-12  3.631059e-13  5.462797e-14
 [6,]  7.662794e-10  3.555572e-11  1.325652e-11  5.354270e-12  1.388650e-12
 [7,]  2.114985e-08  7.729367e-10  9.655162e-11  4.727642e-11  1.930395e-11
 [8,]  2.868371e-07  1.839802e-08  9.855437e-10  2.954626e-10  1.587766e-10
 [9,]  1.855042e-06  2.371899e-07  1.657644e-08  1.811740e-09  8.960292e-10
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              [,16]         [,17]         [,18]         [,19]        [,20]
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[32,] 4.083892e-05 4.485097e-05 4.953416e-05 6.251593e-05 6.793610e-05
[33,] 2.254189e-05 3.571369e-05 4.123753e-05 4.877192e-05 6.345626e-05
[34,] 6.899083e-06 1.868337e-05 3.080940e-05 3.770742e-05 4.768791e-05
[35,] 1.084511e-06 5.455072e-06 1.530563e-05 2.635566e-05 3.425254e-05
[36,] 8.435421e-08 8.265199e-07 4.305916e-06 1.256816e-05 2.253180e-05
[37,] 3.188947e-09 6.267445e-08 6.390767e-07 3.481390e-06 1.053098e-05
[38,] 5.815312e-11 2.338189e-09 4.830466e-08 5.209629e-07 2.965597e-06
[39,] 5.104414e-13 4.263425e-11 1.827923e-09 4.052625e-08 4.625700e-07
[40,] 2.157853e-15 3.793953e-13 3.435585e-11 1.602367e-09 3.795798e-08
[41,] 4.401599e-18 1.648182e-15 3.191438e-13 3.170796e-11 1.583334e-09
[42,] 4.341540e-21 3.495320e-18 1.457754e-15 3.099666e-13 3.277336e-11
[43,] 2.074165e-24 3.613413e-21 3.253371e-18 1.479408e-15 3.308012e-13
[44,] 4.802435e-28 1.815320e-24 3.522262e-21 3.412123e-18 1.607869e-15
[45,] 5.384525e-32 4.412489e-28 1.836813e-24 3.771395e-21 3.730376e-18
[46,] 2.917012e-36 5.163105e-32 4.584723e-28 1.985003e-24 4.106594e-21
[47,] 7.610516e-41 2.893666e-36 5.448884e-32 4.952264e-28 2.136612e-24
[48,] 9.525558e-46 7.732335e-41 3.071051e-36 5.837445e-32 5.240411e-28
[49,] 5.696942e-51 9.813523e-46 8.183417e-41 3.243765e-36 6.048912e-32
[50,] 1.622036e-56 5.897255e-51 1.028702e-45 8.484432e-41 3.282422e-36
             [,31]         [,32]         [,33]         [,34]         [,35]
 [1,] 1.545114e-98 4.118691e-106 5.106729e-114 2.945193e-122 7.900804e-131
 [2,] 6.687078e-91  3.685901e-98 9.450086e-106 1.126977e-113 6.251457e-122
 [3,] 1.357727e-83  1.547493e-90  8.204083e-98 2.023106e-105 2.320565e-113
 [4,] 1.293189e-76  3.047802e-83  3.341154e-90  1.703702e-97 4.040892e-105
 [5,] 5.778441e-70  2.816075e-76  6.383561e-83  6.730838e-90  3.301124e-97
 [6,] 1.211251e-63  1.220607e-69  5.721409e-76  1.247434e-82  1.265082e-89
 [7,] 1.191121e-57  2.482024e-63  2.405703e-69  1.084590e-75  2.274447e-82
 [8,] 5.494838e-52  2.367619e-57  4.745214e-63  4.423719e-69  1.918254e-75
 [9,] 1.189168e-46  1.059512e-51  4.390936e-57  8.464413e-63  7.589685e-69
[10,] 1.207348e-41  2.224327e-46  1.906148e-51  7.598087e-57  1.408769e-62
[11,] 5.750542e-37  2.190649e-41  3.881810e-46  3.199546e-51  1.226680e-56
[12,] 1.284987e-32  1.012163e-36  3.708615e-41  6.320778e-46  5.010958e-51
[13,] 1.347113e-28  2.193932e-32  1.662166e-36  5.857782e-41  9.602583e-46
[14,] 6.626312e-25  2.231100e-28  3.494962e-32  2.546793e-36  8.632764e-41
[15,] 1.529562e-21  1.064548e-24  3.447671e-28  5.194617e-32  3.640860e-36
[16,] 1.657391e-18  2.383541e-21  1.595703e-24  4.970790e-28  7.203707e-32
[17,] 8.435441e-16  2.505017e-18  3.465577e-21  2.231689e-24  6.686782e-28
[18,] 2.018952e-13  1.236410e-15  3.532658e-18  4.701391e-21  2.912118e-24
[19,] 2.277524e-11  2.868998e-13  1.690973e-15  4.648329e-18  5.950779e-21
[20,] 1.216140e-09  3.136078e-11  3.804355e-13  2.157878e-15  5.706809e-18
[21,] 3.098406e-08  1.621056e-09  4.030070e-11  4.707330e-13  2.569403e-15
[22,] 3.819576e-07  3.990776e-08  2.017030e-09  4.833117e-11  5.435055e-13
[23,] 2.331839e-06  4.739062e-07  4.800143e-08  2.342636e-09  5.409039e-11
[24,] 7.314039e-06  2.773418e-06  5.494676e-07  5.391247e-08  2.539536e-09
[25,] 1.256335e-05  8.280213e-06  3.085665e-06  5.952554e-07  5.653625e-08
[26,] 1.350650e-05  1.339515e-05  8.781642e-06  3.210873e-06  6.024493e-07
[27,] 1.164060e-05  1.335285e-05  1.341352e-05  8.724280e-06  3.124465e-06
[28,] 1.133970e-05  1.069798e-05  1.246796e-05  1.262445e-05  8.119714e-06
[29,] 1.535116e-05  1.042987e-05  9.397099e-06  1.105004e-05  1.118691e-05
[30,] 2.305468e-05  1.474366e-05  9.373767e-06  8.029731e-06  9.388766e-06
[31,] 3.621557e-05  2.206148e-05  1.394976e-05  8.429874e-06  6.884151e-06
[32,] 5.459738e-05  3.406023e-05  2.075532e-05  1.315903e-05  7.825755e-06
[33,] 6.770743e-05  5.220561e-05  3.149304e-05  1.926602e-05  1.255560e-05
[34,] 6.335321e-05  6.625099e-05  4.905096e-05  2.858612e-05  1.773260e-05
[35,] 4.596427e-05  6.179285e-05  6.330346e-05  4.508210e-05  2.541803e-05
[36,] 3.093727e-05  4.348097e-05  5.864845e-05  5.884722e-05  4.037513e-05
[37,] 1.944849e-05  2.785073e-05  4.031010e-05  5.414209e-05  5.320156e-05
[38,] 9.166891e-06  1.711956e-05  2.505083e-05  3.667133e-05  4.879827e-05
[39,] 2.708856e-06  8.370000e-06  1.544275e-05  2.252949e-05  3.285849e-05
[40,] 4.488841e-07  2.637219e-06  7.967694e-06  1.421143e-05  2.021466e-05
[41,] 3.885919e-08  4.618701e-07  2.662257e-06  7.747189e-06  1.316505e-05
[42,] 1.683724e-09  4.137046e-08  4.828116e-07  2.694306e-06  7.498712e-06
[43,] 3.560015e-11  1.818334e-09  4.374810e-08  4.950551e-07  2.658882e-06
[44,] 3.617615e-13  3.842266e-11  1.914284e-09  4.461435e-08  4.868605e-07
[45,] 1.750453e-15  3.862060e-13  3.986936e-11  1.921091e-09  4.317575e-08
[46,] 4.010167e-18  1.835870e-15  3.925829e-13  3.913910e-11  1.817658e-09
[47,] 4.334525e-21  4.113610e-18  1.821359e-15  3.757089e-13  3.608194e-11
[48,] 2.205741e-24  4.336402e-21  3.973988e-18  1.695909e-15  3.368463e-13
[49,] 5.277501e-28  2.148187e-24  4.073566e-21  3.595958e-18  1.477157e-15
[50,] 5.932123e-32  4.997600e-28  1.960576e-24  3.579671e-21  3.041026e-18
              [,36]         [,37]         [,38]         [,39]         [,40]
 [1,] 9.858602e-140 5.721974e-149 1.544767e-158 1.939833e-168 1.133070e-178
 [2,] 1.612998e-130 1.935856e-139 1.080684e-148 2.806135e-158 3.389296e-168
 [3,] 1.238099e-121 3.072583e-130 3.546814e-139 1.904397e-148 4.756280e-158
 [4,] 4.458075e-113 2.287727e-121 5.460688e-130 6.062826e-139 3.131075e-148
 [5,] 7.530801e-105 7.991108e-113 3.944204e-121 9.055163e-130 9.669938e-139
 [6,]  5.967695e-97 1.309426e-104 1.336416e-112 6.344352e-121 1.400952e-129
 [7,]  2.218567e-89  1.006598e-96 2.124350e-104 2.085358e-112 9.521944e-121
 [8,]  3.869114e-82  3.629973e-89  1.584098e-96 3.215475e-104 3.035978e-112
 [9,]  3.165465e-75  6.140983e-82  5.541468e-89  2.325930e-96 4.541073e-104
[10,]  1.214961e-68  4.873845e-75  9.094269e-82  7.893121e-89  3.186542e-96
[11,]  2.187570e-62  1.814595e-68  7.001389e-75  1.256533e-81  1.048946e-88
[12,]  1.847820e-56  3.169466e-62  2.528712e-68  9.384218e-75  1.619893e-81
[13,]  7.322068e-51  2.596976e-56  4.284395e-62  3.287733e-68  1.173527e-74
[14,]  1.361134e-45  9.982572e-51  3.405432e-56  5.403657e-62  3.988348e-68
[15,]  1.187018e-40  1.800133e-45  1.269819e-50  4.166445e-56  6.358861e-62
[16,]  4.856297e-36  1.522844e-40  2.221257e-45  1.507060e-50  4.756115e-56
[17,]  9.320728e-32  6.043624e-36  1.822823e-40  2.557305e-45  1.668830e-50
[18,]  8.392684e-28  1.125213e-31  7.017469e-36  2.035743e-40  2.747004e-45
[19,]  3.545500e-24  9.828255e-28  1.267392e-31  7.602447e-36  2.121262e-40
[20,]  7.027742e-21  4.027518e-24  1.073846e-27  1.331912e-31  7.684526e-36
[21,]  6.537207e-18  7.743809e-21  4.268663e-24  1.094712e-27  1.305974e-31
[22,]  2.854621e-15  6.987005e-18  7.961378e-21  4.221219e-24  1.041240e-27
[23,]  5.855500e-13  2.959196e-15  6.967688e-18  7.636871e-21  3.894733e-24
[24,]  5.649117e-11  5.886398e-13  2.862233e-15  6.483104e-18  6.834980e-21
[25,]  2.569468e-09  5.505548e-11  5.521503e-13  2.583097e-15  5.628278e-18
[26,]  5.535232e-08  2.426361e-09  5.006941e-11  4.832627e-13  2.175109e-15
[27,]  5.695669e-07  5.059263e-08  2.138338e-09  4.249022e-11  3.946623e-13
[28,]  2.842932e-06  5.029640e-07  4.316757e-08  1.758707e-09  3.364692e-11
[29,]  7.082471e-06  2.418794e-06  4.148321e-07  3.438175e-08  1.349887e-09
[30,]  9.367973e-06  5.795777e-06  1.924679e-06  3.195593e-07  2.556165e-08
[31,]  7.791297e-06  7.468678e-06  4.459700e-06  1.433129e-06  2.299423e-07
[32,]  6.181437e-06  6.507800e-06  5.747838e-06  3.241631e-06  9.998251e-07
[33,]  7.708463e-06  6.030703e-06  5.677842e-06  4.368937e-06  2.245420e-06
[34,]  1.227309e-05  8.113458e-06  6.410012e-06  5.309910e-06  3.383027e-06
[35,]  1.628371e-05  1.235993e-05  8.956884e-06  7.174763e-06  5.296067e-06
[36,]  2.211308e-05  1.501502e-05  1.276466e-05  1.005262e-05  8.092087e-06
[37,]  3.519550e-05  1.884602e-05  1.396916e-05  1.334636e-05  1.115166e-05
[38,]  4.697325e-05  2.995761e-05  1.580782e-05  1.312671e-05  1.390761e-05
[39,]  4.328805e-05  4.087466e-05  2.510121e-05  1.315208e-05  1.241340e-05
[40,]  2.915423e-05  3.821597e-05  3.548882e-05  2.094871e-05  1.095126e-05
[41,]  1.800435e-05  2.575564e-05  3.393471e-05  3.108980e-05  1.761389e-05
[42,]  1.206348e-05  1.581207e-05  2.273313e-05  3.046417e-05  2.759707e-05
[43,]  7.064217e-06  1.075514e-05  1.360053e-05  2.003563e-05  2.754432e-05
[44,]  2.511670e-06  6.372952e-06  9.210781e-06  1.139076e-05  1.753828e-05
[45,]  4.534292e-07  2.245995e-06  5.448901e-06  7.511632e-06  9.247641e-06
[46,]  3.932547e-08  3.971785e-07  1.889219e-06  4.387945e-06  5.802428e-06
[47,]  1.612908e-09  3.357122e-08  3.260186e-07  1.489515e-06  3.316134e-06
[48,]  3.113224e-11  1.338859e-09  2.680371e-08  2.502808e-07  1.098606e-06
[49,]  2.823116e-13  2.510098e-11  1.038347e-09  1.999296e-08  1.795066e-07
[50,]  1.201861e-15  2.209617e-13  1.889749e-11  7.518948e-10  1.392384e-08
              [,41]         [,42]         [,43]         [,44]         [,45]
 [1,] 3.078443e-189 3.890378e-200 2.286856e-211 6.252920e-223 7.952487e-235
 [2,] 1.904111e-178 4.975784e-189 6.048075e-200 3.419555e-211 8.992869e-223
 [3,] 5.525346e-168 2.985643e-178 7.504170e-189 8.773320e-200 4.770917e-211
 [4,] 7.521321e-158 8.403905e-168 4.367717e-178 1.055903e-188 1.187328e-199
 [5,] 4.803231e-148 1.109762e-157 1.192648e-167 5.961983e-178 1.386265e-188
 [6,] 1.438936e-138 6.874583e-148 1.527698e-157 1.579153e-167 7.592566e-178
 [7,] 2.022335e-129 1.997870e-138 9.180524e-148 1.962290e-157 1.950907e-167
 [8,] 1.333321e-120 2.723687e-129 2.588011e-138 1.143853e-147 2.351539e-157
 [9,] 4.123854e-112 1.741945e-120 3.422567e-129 3.127982e-138 1.329704e-147
[10,] 5.983751e-104 5.226535e-112 2.123443e-120 4.012931e-129 3.527455e-138
[11,]  4.073010e-96 7.356384e-104 6.180160e-112 2.415067e-120 4.389728e-129
[12,]  1.300643e-88  4.857537e-96 8.438408e-104 6.818658e-112 2.562810e-120
[13,]  1.948379e-81  1.504666e-88  5.404968e-96 9.031083e-104 7.018850e-112
[14,]  1.369248e-74  2.186541e-81  1.624125e-88  5.611446e-96 9.017991e-104
[15,]  4.514162e-68  1.490601e-74  2.289456e-81  1.635672e-88  5.435507e-96
[16,]  6.981662e-62  4.767074e-68  1.514020e-74  2.236681e-81  1.536939e-88
[17,]  5.065555e-56  7.152021e-62  4.696964e-68  1.434823e-74  2.038730e-81
[18,]  1.724178e-50  5.033757e-56  6.835800e-62  4.317963e-68  1.268672e-74
[19,]  2.753114e-45  1.662044e-50  4.667111e-56  6.096015e-62  3.703611e-68
[20,]  2.062301e-40  2.574409e-45  1.494828e-50  4.037357e-56  5.072068e-62
[21,]  7.247221e-36  1.870694e-40  2.246072e-45  1.254405e-50  3.258623e-56
[22,]  1.194766e-31  6.377004e-36  1.583229e-40  1.828375e-45  9.821322e-51
[23,]  9.240418e-28  1.019817e-31  5.235433e-36  1.250202e-40  1.388649e-45
[24,]  3.352797e-24  7.651080e-28  8.121781e-32  4.010351e-36  9.210888e-41
[25,]  5.707569e-21  2.692953e-24  5.910783e-28  6.034969e-32  2.866149e-36
[26,]  4.558936e-18  4.446912e-21  2.018098e-24  4.260517e-28  4.183949e-32
[27,]  1.708921e-15  3.445460e-18  3.232652e-21  1.411078e-24  2.865281e-28
[28,]  3.007319e-13  1.252748e-15  2.429551e-18  2.192577e-21  9.205507e-25
[29,]  2.486192e-11  2.138176e-13  8.568494e-16  1.598460e-18  1.387522e-21
[30,]  9.668960e-10  1.714170e-11  1.418456e-13  5.468227e-16  9.812268e-19
[31,]  1.773949e-08  6.463039e-10  1.102808e-11  8.780035e-14  3.255992e-16
[32,]  1.545976e-07  1.149241e-08  4.031547e-10  6.620240e-12  5.070844e-14
[33,]  6.552277e-07  9.718344e-08  6.951315e-09  2.346934e-10  3.708296e-12
[34,]  1.505348e-06  4.053945e-07  5.719843e-08  3.927003e-09  1.275138e-10
[35,]  2.745752e-06  1.000496e-06  2.390273e-07  3.160546e-08  2.073492e-09
[36,]  5.454647e-06  2.355765e-06  6.789989e-07  1.364898e-07  1.648132e-08
[37,]  8.895716e-06  5.587560e-06  2.098069e-06  4.815840e-07  7.733447e-08
[38,]  1.199627e-05  9.349843e-06  5.535631e-06  1.878495e-06  3.577029e-07
[39,]  1.424079e-05  1.237645e-05  9.305155e-06  5.216392e-06  1.641812e-06
[40,]  1.172272e-05  1.417478e-05  1.217387e-05  8.730033e-06  4.634667e-06
[41,]  9.184393e-06  1.094687e-05  1.361047e-05  1.138200e-05  7.707352e-06
[42,]  1.500034e-05  7.759526e-06  1.000685e-05  1.253836e-05  1.009813e-05
[43,]  2.467403e-05  1.288010e-05  6.557546e-06  8.873390e-06  1.103647e-05
[44,]  2.478991e-05  2.191252e-05  1.100686e-05  5.476573e-06  7.573759e-06
[45,]  1.511155e-05  2.187189e-05  1.901266e-05  9.209685e-06  4.459616e-06
[46,]  7.253370e-06  1.268239e-05  1.864646e-05  1.588328e-05  7.433292e-06
[47,]  4.233079e-06  5.481885e-06  1.026321e-05  1.518669e-05  1.263680e-05
[48,]  2.347163e-06  2.912928e-06  3.982434e-06  7.940615e-06  1.172182e-05
[49,]  7.571851e-07  1.554264e-06  1.890493e-06  2.773930e-06  5.834878e-06
[50,]  1.202127e-07  4.873753e-07  9.623899e-07  1.157892e-06  1.847409e-06
              [,46]         [,47]         [,48]         [,49]         [,50]
 [1,] 4.704456e-247 1.294501e-259 1.656889e-272 9.864143e-286 2.731487e-299
 [2,] 1.100052e-234 6.259142e-247 1.656587e-259 2.039336e-272 1.167716e-285
 [3,] 1.206774e-222 1.419831e-234 7.770430e-247 1.978011e-259 2.342000e-272
 [4,] 6.210169e-211 1.510854e-222 1.709776e-234 8.999773e-247 2.203426e-259
 [5,] 1.499299e-199 7.542525e-211 1.764990e-222 1.921073e-234 9.725686e-247
 [6,] 1.698006e-188 1.766347e-199 8.546927e-211 1.923623e-222 2.013749e-234
 [7,] 9.021866e-178 1.940629e-188 1.941714e-199 9.036588e-211 1.956137e-222
 [8,] 2.248643e-167 1.000173e-177 2.069314e-188 1.991380e-199 8.913697e-211
 [9,] 2.629249e-157 2.418216e-167 1.034557e-177 2.058690e-188 1.905476e-199
[10,] 1.442274e-147 2.742964e-157 2.426545e-167 9.984676e-178 1.910979e-188
[11,] 3.711353e-138 1.459531e-147 2.669869e-157 2.271664e-167 8.990318e-178
[12,] 4.480437e-129 3.643432e-138 1.378149e-147 2.424708e-157 1.984266e-167
[13,] 2.537339e-120 4.266555e-129 3.337114e-138 1.214068e-147 2.054435e-157
[14,] 6.741107e-112 2.343899e-120 3.790891e-129 2.851820e-138 9.978852e-148
[15,] 8.401761e-104 6.040696e-112 2.020216e-120 3.142589e-129 2.273816e-138
[16,]  4.912424e-96 7.303338e-104 5.050576e-112 1.624574e-120 2.430616e-129
[17,]  1.347435e-88  4.142307e-96 5.923391e-104 3.939834e-112 1.218888e-120
[18,]  1.733829e-81  1.102172e-88  3.259014e-96 4.482318e-104 2.867463e-112
[19,]  1.046625e-74  1.375762e-81  8.411792e-89  2.392290e-96 3.164595e-104
[20,]  2.963872e-68  8.056016e-75  1.018531e-81  5.989741e-89  1.638405e-96
[21,]  3.937471e-62  2.213029e-68  5.785613e-75  7.035455e-82  3.979373e-89
[22,]  2.453928e-56  2.851939e-62  1.541740e-68  3.876705e-75  4.534135e-82
[23,]  7.174519e-51  1.724169e-56  1.927344e-62  1.002120e-68  2.423598e-75
[24,]  9.840326e-46  4.889956e-51  1.130297e-56  1.215240e-62  6.077316e-69
[25,]  6.331601e-41  6.506044e-46  3.109659e-51  6.913384e-57  7.149070e-63
[26,]  1.911200e-36  4.060848e-41  4.013473e-46  1.845044e-51  3.945251e-57
[27,]  2.706378e-32  1.189062e-36  2.430050e-41  2.309988e-46  1.021378e-51
[28,]  1.797890e-28  1.633358e-32  6.902361e-37  1.356750e-41  1.240466e-46
[29,]  5.603194e-25  1.052567e-28  9.197476e-33  3.738324e-37  7.067569e-42
[30,]  8.192525e-22  3.182112e-25  5.749518e-29  4.832183e-33  1.889050e-37
[31,]  5.619921e-19  4.513224e-22  1.686122e-25  2.930215e-29  2.368667e-33
[32,]  1.808911e-16  3.003201e-19  2.319801e-22  8.335858e-26  1.393333e-29
[33,]  2.732562e-14  9.376663e-17  1.497391e-19  1.112511e-22  3.845034e-26
[34,]  1.938257e-12  1.373937e-14  4.535014e-17  6.965887e-20  4.977900e-23
[35,]  6.467261e-11  9.453736e-13  6.445803e-15  2.046465e-17  3.023487e-20
[36,]  1.024734e-09  3.063025e-11  4.303216e-13  2.821670e-15  8.616436e-18
[37,]  8.189070e-09  4.753277e-10  1.355714e-11  1.828346e-13  1.152591e-15
[38,]  4.474440e-08  3.940704e-09  2.080372e-10  5.615577e-12  7.253714e-14
[39,]  2.725347e-07  2.699954e-08  1.881763e-09  8.674354e-11  2.182946e-12
[40,]  1.372877e-06  2.067112e-07  1.699150e-08  9.173425e-10  3.502509e-11
[41,]  3.865845e-06  1.085543e-06  1.520968e-07  1.091912e-08  4.659408e-10
[42,]  6.399858e-06  3.021334e-06  8.065794e-07  1.067013e-07  6.961067e-09
[43,]  8.492168e-06  4.998642e-06  2.210806e-06  5.613695e-07  7.065136e-08
[44,]  9.250480e-06  6.762991e-06  3.673725e-06  1.514385e-06  3.654082e-07
[45,]  6.183106e-06  7.361048e-06  5.095285e-06  2.541725e-06  9.712582e-07
[46,]  3.498730e-06  4.803250e-06  5.545912e-06  3.627668e-06  1.656172e-06
[47,]  5.721724e-06  2.619969e-06  3.535781e-06  3.946323e-06  2.437772e-06
[48,]  9.504497e-06  4.167699e-06  1.860079e-06  2.458088e-06  2.646344e-06
[49,]  8.528669e-06  6.726331e-06  2.858359e-06  1.246207e-06  1.609545e-06
[50,]  4.052137e-06  5.829690e-06  4.466128e-06  1.840096e-06  7.854030e-07

> 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  
  -785.0689       0.2631  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7efui1226251515.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] 10101.54 10381.95 10662.35 10942.76 11223.17 11503.57 11783.98 12064.39
 [9] 12344.79 12625.20 12905.61 13186.01 13466.42 13746.83 14027.23 14307.64
[17] 14588.05 14868.45 15148.86 15429.26 15709.67 15990.08 16270.48 16550.89
[25] 16831.30 17111.70 17392.11 17672.52 17952.92 18233.33 18513.74 18794.14
[33] 19074.55 19354.95 19635.36 19915.77 20196.17 20476.58 20756.99 21037.39
[41] 21317.80 21598.21 21878.61 22159.02 22439.43 22719.83 23000.24 23280.65
[49] 23561.05 23841.46

$yords
 [1] 1571.339 1627.999 1684.658 1741.318 1797.978 1854.637 1911.297 1967.957
 [9] 2024.616 2081.276 2137.935 2194.595 2251.255 2307.914 2364.574 2421.234
[17] 2477.893 2534.553 2591.212 2647.872 2704.532 2761.191 2817.851 2874.511
[25] 2931.170 2987.830 3044.489 3101.149 3157.809 3214.468 3271.128 3327.788
[33] 3384.447 3441.107 3497.766 3554.426 3611.086 3667.745 3724.405 3781.065
[41] 3837.724 3894.384 3951.043 4007.703 4064.363 4121.022 4177.682 4234.342
[49] 4291.001 4347.661

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  3.076100e-06  1.857780e-06  4.505216e-07  4.188719e-08  1.452254e-09
 [2,]  3.323823e-06  4.528664e-06  2.628873e-06  6.155091e-07  5.542152e-08
 [3,]  1.697032e-06  4.778598e-06  6.224864e-06  3.471844e-06  7.845668e-07
 [4,]  7.928763e-07  2.455647e-06  6.420882e-06  7.989155e-06  4.279387e-06
 [5,]  7.259955e-07  1.380606e-06  3.367566e-06  8.067450e-06  9.574399e-06
 [6,]  4.692678e-07  1.420887e-06  2.333930e-06  4.403721e-06  9.485883e-06
 [7,]  1.801733e-07  9.512530e-07  2.644002e-06  3.825739e-06  5.536203e-06
 [8,]  4.526573e-08  3.808359e-07  1.832219e-06  4.681843e-06  6.070119e-06
 [9,]  6.858852e-09  9.789841e-08  7.609633e-07  3.353013e-06  7.896532e-06
[10,]  5.487701e-10  1.491460e-08  1.990653e-07  1.435895e-06  5.827798e-06
[11,]  2.137995e-11  1.203633e-09  3.052410e-08  3.806466e-07  2.556654e-06
[12,]  3.983274e-13  4.820590e-11  2.503245e-09  5.891518e-08  6.849232e-07
[13,]  3.457001e-15  9.361179e-13  1.040257e-10  4.955144e-09  1.075362e-07
[14,]  1.292462e-17  8.358118e-15  2.108110e-12  2.154080e-10  9.374338e-09
[15,]  1.913649e-20  3.128700e-17  1.922493e-14  4.545469e-12  4.287585e-10
[16,]  1.064869e-23  4.545382e-20  7.154877e-17  4.199762e-14  9.371087e-12
[17,]  2.173015e-27  2.457062e-23  1.016252e-19  1.544680e-16  8.701375e-14
[18,]  1.610025e-31  4.851390e-27  5.330195e-23  2.139344e-19  3.147515e-16
[19,]  4.315381e-36  3.473665e-31  1.018304e-26  1.088005e-22  4.242816e-19
[20,]  4.179694e-41  8.996935e-36  7.049853e-31  2.011687e-26  2.091705e-22
[21,]  1.462772e-46  8.424023e-41  1.765797e-35  1.347501e-30  3.744704e-26
[22,]  1.850331e-52  2.851716e-46  1.599679e-40  3.266551e-35  2.428605e-30
[23,]  8.463870e-59  3.491599e-52  5.242734e-46  2.865614e-40  5.702460e-35
[24,]  1.400747e-65  1.546963e-58  6.218592e-52  9.099918e-46  4.848010e-40
[25,]  8.391590e-73  2.481326e-65  2.670719e-58  1.046441e-51  1.492740e-45
[26,]  1.820669e-80  1.441557e-72  4.154776e-65  4.359258e-58  1.665182e-51
[27,]  1.431199e-88  3.034525e-80  2.342085e-72  6.580616e-65  6.731522e-58
[28,]  4.077520e-97  2.315212e-88  4.785285e-80  3.600602e-72  9.863236e-65
[29,] 4.211336e-106  6.403495e-97  3.544318e-88  7.141535e-80  5.238620e-72
[30,] 1.576961e-115 6.421018e-106  9.516905e-97  5.134747e-88  1.008541e-79
[31,] 2.140929e-125 2.334203e-115 9.263390e-106  1.338185e-96  7.037106e-88
[32,] 1.053689e-135 3.075794e-125 3.267974e-115 1.263846e-105  1.779175e-96
[33,] 1.879537e-146 1.468750e-135 4.177338e-125 4.324363e-115 1.629400e-105
[34,] 1.214744e-157 2.540793e-146 1.934124e-135 5.358513e-125 5.403313e-115
[35,] 2.843418e-169 1.591633e-157 3.242273e-146 2.403666e-135 6.485243e-125
[36,] 2.409429e-181 3.608789e-169 1.966921e-157 3.901240e-146 2.815901e-135
[37,] 7.387545e-194 2.960194e-181 4.316102e-169 2.289951e-157 4.421115e-146
[38,] 8.191743e-207 8.780077e-194 3.424096e-181 4.858811e-169 2.508754e-157
[39,] 3.283375e-220 9.411909e-207 9.816026e-194 3.724816e-181 5.142713e-169
[40,] 4.754531e-234 3.644503e-220 1.016357e-206 1.031197e-193 3.806545e-181
[41,] 2.486200e-248 5.095461e-234 3.799150e-220 1.030516e-206 1.016937e-193
[42,] 4.692494e-263 2.571092e-248 5.124680e-234 3.715870e-220 9.801783e-207
[43,] 3.195523e-278 4.680338e-263 2.493614e-248 4.832889e-234 3.407346e-220
[44,] 7.848076e-294 3.072421e-278 4.375202e-263 2.266334e-248 4.270356e-234
[45,] 6.949029e-310 7.270932e-294 2.767199e-278 3.830747e-263 1.928967e-248
[46,]  0.000000e+00 6.201229e-310 6.307148e-294 2.333279e-278 3.139672e-263
[47,]  0.000000e+00  0.000000e+00 5.179301e-310 5.120034e-294 1.840964e-278
[48,]  0.000000e+00  0.000000e+00  0.000000e+00 4.046359e-310 3.887538e-294
[49,]  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00 2.955995e-310
[50,]  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  1.851782e-11  8.647246e-14  1.715374e-16  1.601754e-18  3.641816e-20
 [2,]  1.863964e-09  2.307781e-11  1.054864e-13  3.112986e-16  8.390554e-18
 [3,]  6.840286e-08  2.231561e-09  2.684186e-11  1.234344e-13  9.114384e-16
 [4,]  9.330725e-07  7.875664e-08  2.492398e-09  2.919604e-11  1.511184e-13
 [5,]  4.923268e-06  1.035415e-06  8.459909e-08  2.598199e-09  2.995207e-11
 [6,]  1.071535e-05  5.286963e-06  1.072207e-06  8.481089e-08  2.532294e-09
 [7,]  1.045225e-05  1.120120e-05  5.300320e-06  1.036448e-06  7.942971e-08
 [8,]  6.758613e-06  1.081806e-05  1.094077e-05  4.962444e-06  9.361059e-07
 [9,]  9.306762e-06  8.102438e-06  1.056050e-05  9.993528e-06  4.343246e-06
[10,]  1.269654e-05  1.376985e-05  9.640188e-06  9.794822e-06  8.553566e-06
[11,]  9.614635e-06  1.947261e-05  1.964069e-05  1.147018e-05  8.743636e-06
[12,]  4.293465e-06  1.504670e-05  2.849592e-05  2.698681e-05  1.368485e-05
[13,]  1.161124e-06  6.799870e-06  2.232495e-05  3.979022e-05  3.569556e-05
[14,]  1.862795e-07  1.858022e-06  1.016088e-05  3.139390e-05  5.300929e-05
[15,]  1.701971e-08  3.075852e-07  2.814137e-06  1.433966e-05  4.184389e-05
[16,]  8.208958e-10  2.976465e-08  4.866069e-07  4.049519e-06  1.914611e-05
[17,]  1.844309e-11  1.511302e-09  5.028072e-08  7.416584e-07  5.564059e-06
[18,]  1.708207e-13  3.459684e-11  2.672573e-09  8.217155e-08  1.094855e-06
[19,]  6.054173e-16  3.175795e-13  6.177750e-11  4.532680e-09  1.299347e-07
[20,]  7.933581e-19  1.099738e-15  5.590591e-13  1.049040e-10  7.360295e-09
[21,]  3.791666e-22  1.400010e-18  1.887776e-15  9.320014e-13  1.692928e-10
[22,]  6.576027e-26  6.487798e-22  2.333773e-18  3.064447e-15  1.471828e-12
[23,]  4.132186e-30  1.090655e-25  1.048952e-21  3.678324e-18  4.707594e-15
[24,]  9.404581e-35  6.644327e-30  1.710062e-25  1.603945e-21  5.485730e-18
[25,]  7.753435e-40  1.466609e-34  1.010485e-29  2.536658e-25  2.321033e-21
[26,]  2.316037e-45  1.173067e-39  2.164020e-34  1.454306e-29  3.561523e-25
[27,]  2.507185e-51  3.400461e-45  1.679661e-39  3.022147e-34  1.981178e-29
[28,]  9.837355e-58  3.572714e-51  4.725223e-45  2.276228e-39  3.994509e-34
[29,]  1.399074e-64  1.360521e-57  4.817752e-51  6.213170e-45  2.918650e-39
[30,]  7.211845e-72  1.877657e-64  1.780038e-57  6.145147e-51  7.726526e-45
[31,]  1.347182e-79  9.389651e-72  2.382771e-64  2.201736e-57  7.408807e-51
[32,]  9.117387e-88  1.700922e-79  1.155244e-71  2.856756e-64  2.572323e-57
[33,]  2.234763e-96  1.115752e-87  2.027886e-79  1.341807e-71  3.232546e-64
[34,] 1.983094e-105  2.649282e-96  1.288302e-87  2.280547e-79  1.469689e-71
[35,] 6.368166e-115 2.276007e-105  2.960756e-96  1.401930e-87  2.416433e-79
[36,] 7.396685e-125 7.071281e-115 2.460339e-105  3.115664e-96  1.436129e-87
[37,] 3.106074e-135 7.941534e-125 7.389253e-115 2.502198e-105  3.083859e-96
[38,] 4.713369e-146 3.222478e-135 8.017178e-125 7.258492e-115 2.391608e-105
[39,] 2.583434e-157 4.722391e-146 3.141021e-135 7.602271e-125 6.695830e-115
[40,] 5.112249e-169 2.498209e-157 4.441842e-146 2.873648e-135 6.764951e-125
[41,] 3.650912e-181 4.768943e-169 2.266396e-157 3.918864e-146 2.465583e-135
[42,] 9.405775e-194 3.283807e-181 4.170910e-169 1.927396e-157 3.240582e-146
[43,] 8.738761e-207 8.153775e-194 2.767685e-181 3.417747e-169 1.535513e-157
[44,] 2.926910e-220 7.298155e-207 6.619827e-194 2.184367e-181 2.622257e-169
[45,] 3.533083e-234 2.354108e-220 5.705724e-207 5.030628e-194 1.613565e-181
[46,] 1.536644e-248 2.735849e-234 1.771767e-220 4.173796e-207 3.576780e-194
[47,] 2.407544e-263 1.145304e-248 1.981746e-234 1.247296e-220 2.855700e-207
[48,] 1.358401e-278 1.726583e-263 7.982045e-249 1.342211e-234 8.209849e-221
[49,] 2.759738e-294 9.371909e-279 1.157558e-263 5.200250e-249 8.497684e-235
[50,] 2.018454e-310 1.831343e-294 6.043149e-279 7.252898e-264 3.166234e-249
              [,11]         [,12]         [,13]         [,14]         [,15]
 [1,]  3.307929e-22  1.120878e-24  1.417318e-27  6.713712e-31  1.195670e-34
 [2,]  1.955995e-19  1.739763e-21  5.776748e-24  7.169980e-27  3.338949e-30
 [3,]  4.258949e-17  9.824913e-19  8.559080e-21  2.786788e-23  3.397317e-26
 [4,]  3.704853e-15  2.036725e-16  4.615062e-18  3.939821e-20  1.258705e-22
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[10,]  3.563623e-06  6.333990e-07  4.699281e-08  2.130920e-09  3.532174e-10
[11,]  6.894600e-06  2.763762e-06  4.902317e-07  4.040967e-08  3.541553e-09
[12,]  7.676807e-06  5.300328e-06  2.073218e-06  3.908262e-07  4.269139e-08
[13,]  1.633127e-05  6.846538e-06  4.007463e-06  1.593263e-06  3.601643e-07
[14,]  4.541883e-05  1.937698e-05  6.440716e-06  3.177980e-06  1.393912e-06
[15,]  6.736885e-05  5.555358e-05  2.269549e-05  6.565856e-06  2.900710e-06
[16,]  5.289218e-05  8.168234e-05  6.528438e-05  2.608162e-05  7.257442e-06
[17,]  2.425007e-05  6.347839e-05  9.452402e-05  7.370013e-05  2.929918e-05
[18,]  7.345339e-06  2.924745e-05  7.246749e-05  1.044944e-04  7.996816e-05
[19,]  1.572250e-06  9.383708e-06  3.376336e-05  7.890390e-05  1.105129e-04
[20,]  1.985797e-07  2.202004e-06  1.168599e-05  3.755410e-05  8.222980e-05
[21,]  1.142458e-08  2.927356e-07  3.008835e-06  1.427571e-05  4.056340e-05
[22,]  2.595258e-10  1.692543e-08  4.151827e-07  4.003772e-06  1.717089e-05
[23,]  2.202495e-12  3.778121e-10  2.390030e-08  5.649742e-07  5.170267e-06
[24,]  6.847394e-15  3.123771e-12  5.221185e-10  3.212705e-08  7.356063e-07
[25,]  7.745108e-18  9.433237e-15  4.199016e-12  6.846203e-10  4.105637e-08
[26,]  3.179596e-21  1.035400e-17  1.230835e-14  5.348106e-12  8.511753e-10
[27,]  4.733422e-25  4.123359e-21  1.310395e-17  1.520534e-14  6.450406e-12
[28,]  2.554277e-29  5.953454e-25  5.060049e-21  1.569253e-17  1.777312e-14
[29,]  4.994977e-34  3.115141e-29  7.082078e-25  5.872007e-21  1.776783e-17
[30,]  3.538766e-39  5.905046e-34  3.590981e-29  7.961253e-25  6.437838e-21
[31,]  9.079988e-45  4.053663e-39  6.593651e-34  3.908836e-29  8.448435e-25
[32,]  8.434804e-51  1.007348e-44  4.382389e-39  6.946595e-34  4.013204e-29
[33,]  2.835590e-57  9.058033e-51  1.053837e-44  4.466281e-39  6.896889e-34
[34,]  3.448317e-64  2.945937e-57  9.164743e-51  1.038407e-44  4.285935e-39
[35,]  1.516257e-71  3.463807e-64  2.881077e-57  8.726399e-51  9.626293e-45
[36,]  2.409594e-79  1.471737e-71  3.272529e-64  2.649440e-57  7.810778e-51
[37,]  1.383364e-87  2.258772e-79  1.342540e-71  2.904996e-64  2.288603e-57
[38,]  2.867924e-96  1.251701e-87  1.988429e-79  1.149837e-71  2.420553e-64
[39,] 2.146184e-105  2.503516e-96  1.062850e-87  1.642362e-79  9.237850e-72
[40,] 5.795189e-115 1.806591e-105  2.049538e-96  8.462349e-88  1.271715e-79
[41,] 5.644478e-125 4.702064e-115 1.425366e-105  1.572426e-96  6.313084e-88
[42,] 1.982416e-135 4.412666e-125 3.573981e-115 1.053368e-105  1.129806e-96
[43,] 2.509944e-146 1.492744e-135 3.230174e-125 2.543414e-115 7.287432e-106
[44,] 1.145252e-157 1.819766e-146 1.052025e-135 2.212907e-125 1.693717e-115
[45,] 1.882815e-169 7.992775e-158 1.234417e-146 6.936357e-136 1.418135e-125
[46,] 1.115045e-181 1.264571e-169 5.217333e-158 7.831393e-147 4.276856e-136
[47,] 2.378366e-194 7.205732e-182 7.941711e-170 3.184322e-158 4.645101e-147
[48,] 1.826659e-207 1.478419e-194 4.352686e-182 4.661947e-170 1.816495e-158
[49,] 5.050927e-221 1.092056e-207 8.588617e-195 2.457175e-182 2.557343e-170
[50,] 5.027544e-235 2.903748e-221 6.100306e-208 4.661920e-195 1.295992e-182
              [,16]         [,17]         [,18]         [,19]         [,20]
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[10,]  8.857612e-11  1.143673e-11  6.054016e-13  1.227932e-14  9.399869e-17
[11,]  1.036660e-09  2.718921e-10  3.491899e-11  1.820417e-12  3.630476e-14
[12,]  7.748213e-09  2.915207e-09  7.823545e-10  9.982214e-11  5.125916e-12
[13,]  6.056838e-08  1.835783e-08  7.737164e-09  2.109888e-09  2.672248e-10
[14,]  4.217978e-07  1.051095e-07  4.283016e-08  1.931028e-08  5.333044e-09
[15,]  1.520254e-06  6.002599e-07  1.947384e-07  9.547316e-08  4.527761e-08
[16,]  3.209962e-06  1.999364e-06  9.221976e-07  3.587978e-07  2.015091e-07
[17,]  8.506985e-06  4.106104e-06  2.841403e-06  1.415271e-06  6.406233e-07
[18,]  3.215000e-05  1.029341e-05  5.568557e-06  4.034460e-06  2.105112e-06
[19,]  8.351736e-05  3.454253e-05  1.260874e-05  7.559898e-06  5.538204e-06
[20,]  1.120427e-04  8.416818e-05  3.653278e-05  1.547003e-05  1.002456e-05
[21,]  8.239108e-05  1.091761e-04  8.216320e-05  3.831707e-05  1.891091e-05
[22,]  4.290481e-05  7.980078e-05  1.025663e-04  7.809177e-05  4.017249e-05
[23,]  2.034083e-05  4.477464e-05  7.518817e-05  9.325073e-05  7.274317e-05
[24,]  6.450699e-06  2.365716e-05  4.633316e-05  6.939977e-05  8.243581e-05
[25,]  9.139871e-07  7.739765e-06  2.686451e-05  4.760807e-05  6.322111e-05
[26,]  4.981317e-08  1.081019e-06  8.891387e-06  2.959540e-05  4.846431e-05
[27,]  1.002492e-09  5.729822e-08  1.214297e-06  9.742444e-06  3.143866e-05
[28,]  7.361037e-12  1.117262e-09  6.239136e-08  1.292718e-06  1.014981e-05
[29,]  1.963821e-14  7.939512e-12  1.176787e-09  6.421573e-08  1.301848e-06
[30,]  1.900122e-17  2.048943e-14  8.084010e-12  1.169863e-09  6.238190e-08
[31,]  6.660911e-21  1.917045e-17  2.016142e-14  7.760456e-12  1.096205e-09
[32,]  8.453541e-25  6.496080e-21  1.822461e-17  1.868686e-14  7.015004e-12
[33,]  3.881743e-29  7.966171e-25  5.964438e-21  1.630547e-17  1.629486e-14
[34,]  6.445520e-34  3.533028e-29  7.061600e-25  5.149743e-21  1.371391e-17
[35,]  3.868193e-39  5.663627e-34  3.022499e-29  5.881937e-25  4.176669e-21
[36,]  8.386273e-45  3.279952e-39  4.674182e-34  2.427928e-29  4.599017e-25
[37,]  6.565291e-51  6.859110e-45  2.610382e-39  3.619774e-34  1.829612e-29
[38,]  1.855186e-57  5.177417e-51  5.262184e-45  1.948225e-39  2.628189e-34
[39,]  1.891528e-64  1.410077e-57  3.827559e-51  3.783761e-45  1.362529e-39
[40,]  6.956352e-72  1.385182e-64  1.004190e-57  2.650749e-51  2.548250e-45
[41,]  9.224977e-80  4.906544e-72  9.499829e-65  6.696278e-58  1.718666e-51
[42,]  4.410052e-88  6.265127e-80  3.239661e-72  6.098067e-65  4.178873e-58
[43,]  7.598311e-97  2.883171e-88  3.981693e-80  2.001435e-72  3.662138e-65
[44,] 4.717100e-106  4.780673e-97  1.763244e-88  2.366859e-80  1.156394e-72
[45,] 1.054958e-115 2.855644e-106  2.812886e-97  1.008330e-88  1.315487e-80
[46,] 8.498036e-126 6.143826e-116 1.616260e-106  1.547232e-97  5.390130e-89
[47,] 2.465248e-136 4.760249e-126 3.344462e-116 8.550031e-107  7.953872e-98
[48,] 2.574952e-147 1.327965e-136 2.491782e-126 1.701193e-116 4.226100e-107
[49,] 9.682604e-159 1.333702e-147 6.683605e-137 1.218599e-126 8.084067e-117
[50,] 1.310611e-170 4.821597e-159 6.453197e-148 3.142222e-137 5.566674e-127
              [,21]         [,22]        [,23]        [,24]        [,25]
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[10,]  2.711545e-19  2.947738e-22 1.205857e-25 1.849984e-29 1.059444e-33
[11,]  2.734045e-16  7.762699e-19 8.304214e-22 3.339431e-25 5.028182e-29
[12,]  1.005587e-13  7.452423e-16 2.082716e-18 2.191820e-21 8.659867e-25
[13,]  1.351882e-11  2.609825e-13 1.903787e-15 5.236469e-18 5.419159e-21
[14,]  6.700327e-10  3.340112e-11 6.347373e-13 4.558013e-15 1.233651e-17
[15,]  1.263524e-08  1.573850e-09 7.732303e-11 1.446777e-12 1.022703e-14
[16,]  9.971354e-08  2.806272e-08 3.463831e-09 1.677443e-10 3.090690e-12
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[18,]  1.098045e-06  7.537819e-07 4.006143e-07 1.140826e-07 1.380977e-08
[19,]  3.011099e-06  1.798289e-06 1.333068e-06 7.308620e-07 2.088590e-07
[20,]  7.282900e-06  4.141027e-06 2.804403e-06 2.219570e-06 1.252304e-06
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[24,]  6.694291e-05  4.503674e-05 3.250314e-05 2.263959e-05 1.475412e-05
[25,]  7.130380e-05  6.141878e-05 4.817704e-05 3.755289e-05 2.570386e-05
[26,]  5.726079e-05  6.086935e-05 5.671951e-05 5.159577e-05 4.228743e-05
[27,]  4.865313e-05  5.190316e-05 5.188570e-05 5.318427e-05 5.500905e-05
[28,]  3.204607e-05  4.791554e-05 4.731291e-05 4.479324e-05 5.094722e-05
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[30,]  1.238239e-06  9.385667e-06 2.907494e-05 4.318478e-05 4.021947e-05
[31,]  5.712018e-08  1.110929e-06 8.309972e-06 2.583384e-05 3.936909e-05
[32,]  9.669907e-10  4.924020e-08 9.393411e-07 6.961613e-06 2.194698e-05
[33,]  5.963905e-12  8.021052e-10 3.992367e-08 7.482334e-07 5.523911e-06
[34,]  1.335293e-14  4.763494e-12 6.250186e-10 3.042453e-08 5.615735e-07
[35,]  1.083138e-17  1.027241e-14 3.571079e-12 4.571544e-10 2.178481e-08
[36,]  3.178918e-21  8.025870e-18 7.412245e-15 2.510755e-12 3.136863e-10
[37,]  3.372504e-25  2.268625e-21 5.574840e-18 5.012801e-15 1.654499e-12
[38,]  1.292358e-29  2.317626e-25 1.516894e-21 3.627426e-18 3.175346e-15
[39,]  1.787787e-34  8.550764e-30 1.491586e-25 9.496917e-22 2.209720e-18
[40,]  8.923524e-40  1.138634e-34 5.296171e-30 8.984964e-26 5.564293e-22
[41,]  1.606458e-45  5.469785e-40 6.786256e-35 3.069257e-30 5.063366e-26
[42,]  1.042712e-51  9.475220e-46 3.136462e-40 3.783176e-35 1.663533e-30
[43,]  2.439493e-58  5.916999e-52 5.226656e-46 1.681803e-40 1.971974e-35
[44,]  2.056627e-65  1.331604e-58 3.139287e-52 2.695309e-46 8.429851e-41
[45,]  6.246560e-73  1.079716e-65 6.794328e-59 1.556752e-52 1.299022e-46
[46,]  6.833979e-81  3.153669e-73 5.297497e-66 3.239609e-59 7.213592e-53
[47,]  2.692688e-89  3.317585e-81 1.487728e-73 2.428487e-66 1.443162e-59
[48,]  3.820258e-98  1.256724e-89 1.504573e-81 6.556169e-74 1.039913e-66
[49,] 1.951367e-107  1.714006e-98 5.478701e-90 6.373337e-82 2.698478e-74
[50,] 3.588152e-117 8.415578e-108 7.182224e-99 2.230610e-90 2.521223e-82
              [,26]         [,27]         [,28]         [,29]         [,30]
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[13,]  2.102332e-24  3.042773e-28  1.634638e-32  3.244094e-37  2.368788e-42
[14,]  1.254839e-20  4.776784e-24  6.771160e-28  3.556182e-32  6.888626e-37
[15,]  2.722818e-17  2.720635e-20  1.015540e-23  1.408912e-27  7.229392e-32
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[17,]  6.187979e-12  4.236344e-14  1.089852e-16  1.048812e-19  3.756389e-23
[18,]  6.499145e-10  1.161066e-11  7.818600e-14  1.975561e-16  1.863852e-19
[19,]  2.502225e-08  1.160804e-09  2.041450e-11  1.351569e-13  3.352005e-16
[20,]  3.585900e-07  4.250053e-08  1.943204e-09  3.363057e-11  2.187869e-13
[21,]  2.015391e-06  5.774032e-07  6.767071e-08  3.048603e-09  5.189955e-11
[22,]  5.131966e-06  3.046410e-06  8.719899e-07  1.010043e-07  4.481848e-09
[23,]  7.724368e-06  7.126570e-06  4.325039e-06  1.235074e-06  1.413135e-07
[24,]  1.017445e-05  9.672832e-06  9.316225e-06  5.766933e-06  1.640611e-06
[25,]  1.625898e-05  1.154184e-05  1.142838e-05  1.146555e-05  7.221356e-06
[26,]  2.832281e-05  1.743086e-05  1.252966e-05  1.273577e-05  1.328536e-05
[27,]  4.630629e-05  3.030524e-05  1.818387e-05  1.299383e-05  1.339017e-05
[28,]  5.813960e-05  4.931724e-05  3.152830e-05  1.845887e-05  1.287095e-05
[29,]  4.995837e-05  6.079905e-05  5.121025e-05  3.196064e-05  1.824744e-05
[30,]  3.645639e-05  5.000691e-05  6.290210e-05  5.205009e-05  3.165495e-05
[31,]  3.733768e-05  3.464533e-05  5.074379e-05  6.440432e-05  5.198849e-05
[32,]  3.493446e-05  3.459926e-05  3.376961e-05  5.171190e-05  6.520652e-05
[33,]  1.788182e-05  3.021894e-05  3.184436e-05  3.331754e-05  5.239947e-05
[34,]  4.161049e-06  1.403890e-05  2.554885e-05  2.902047e-05  3.285953e-05
[35,]  3.975176e-07  2.987371e-06  1.068995e-05  2.120218e-05  2.618410e-05
[36,]  1.465805e-08  2.659596e-07  2.057026e-06  7.965755e-06  1.738839e-05
[37,]  2.018683e-10  9.275694e-09  1.688555e-07  1.371915e-06  5.880375e-06
[38,]  1.021384e-12  1.218501e-10  5.530977e-09  1.024583e-07  8.997063e-07
[39,]  1.883080e-15  5.905811e-13  6.903667e-11  3.120007e-09  6.016657e-08
[40,]  1.259614e-18  1.045116e-15  3.198788e-13  3.678061e-11  1.677955e-09
[41,]  3.049603e-22  6.716443e-19  5.427660e-16  1.624074e-13  1.850033e-11
[42,]  2.668333e-26  1.562884e-22  3.349135e-19  2.638023e-16  7.743283e-14
[43,]  8.429492e-31  1.314553e-26  7.487593e-23  1.561652e-19  1.200800e-16
[44,]  9.607575e-36  3.992142e-31  6.052403e-27  3.352806e-23  6.810395e-20
[45,]  3.948669e-41  4.374028e-36  1.766594e-31  2.603787e-27  1.403181e-23
[46,]  5.849719e-47  1.728083e-41  1.860386e-36  7.303120e-32  1.046545e-27
[47,]  3.122701e-53  2.460800e-47  7.064362e-42  7.390973e-37  2.820058e-32
[48,]  6.004944e-60  1.262586e-53  9.668170e-48  2.697067e-42  2.742200e-37
[49,]  4.158892e-67  2.333485e-60  4.767277e-54  3.547118e-48  9.615175e-43
[50,]  1.037188e-74  1.553153e-67  8.467112e-61  1.680742e-54  1.215096e-48
              [,31]         [,32]         [,33]         [,34]         [,35]
 [1,] 3.321437e-153 2.494661e-164 6.814585e-176 6.769828e-188 2.445683e-200
 [2,] 5.469411e-142 1.097220e-152 8.006084e-164 2.124603e-175 2.050380e-187
 [3,] 3.237390e-131 1.734561e-141 3.380621e-152 2.396412e-163 6.177937e-175
 [4,] 6.888006e-121 9.855884e-131 5.130495e-141 9.714375e-152 6.689766e-163
 [5,] 5.268675e-111 2.013121e-120 2.798739e-130 1.415434e-140 2.603675e-151
 [6,] 1.448889e-101 1.478146e-110 5.487847e-120 7.412687e-130 3.642140e-140
 [7,]  1.432649e-92 3.901833e-101 3.868116e-110 1.395365e-119 1.831179e-129
 [8,]  5.094148e-84  3.703083e-92 9.801267e-101 9.441585e-110 3.309192e-119
 [9,]  6.514805e-76  1.263720e-83  8.928615e-92 2.296521e-100 2.149545e-109
[10,]  2.997123e-68  1.550882e-75  2.924378e-83  2.008068e-91 5.018900e-100
[11,]  4.961570e-61  6.846267e-68  3.444412e-75  6.313045e-83  4.212771e-91
[12,]  2.956432e-54  1.087323e-60  1.459088e-67  7.136456e-75  1.271276e-82
[13,]  6.343369e-48  6.214600e-54  2.223399e-60  2.901143e-67  1.379323e-74
[14,]  4.903242e-42  1.278699e-47  1.219074e-53  4.242027e-60  5.381442e-67
[15,]  1.366170e-36  9.475513e-42  2.405723e-47  2.231428e-53  7.550866e-60
[16,]  1.373080e-31  2.530184e-36  1.709382e-41  4.224025e-47  3.811144e-53
[17,]  4.982056e-27  2.436032e-31  4.375271e-36  2.878340e-41  6.921025e-47
[18,]  6.532130e-23  8.462833e-27  4.036294e-31  7.063230e-36  4.523393e-41
[19,]  3.098213e-19  1.061790e-22  1.342992e-26  6.245063e-31  1.064400e-35
[20,]  5.322267e-16  4.816005e-19  1.612950e-22  1.990680e-26  9.021530e-31
[21,]  3.315662e-13  7.905900e-16  6.998853e-19  2.289332e-22  2.755641e-26
[22,]  7.501368e-11  4.703057e-13  1.098399e-15  9.506853e-19  3.035457e-22
[23,]  6.173304e-09  1.015229e-10  6.242154e-13  1.426958e-15  1.206752e-18
[24,]  1.853047e-07  7.965266e-09  1.286250e-10  7.750324e-13  1.733003e-15
[25,]  2.043687e-06  2.277120e-07  9.625203e-09  1.525156e-10  8.999640e-13
[26,]  8.491073e-06  2.387079e-06  2.621824e-07  1.089039e-08  1.692064e-10
[27,]  1.449450e-05  9.373761e-06  2.613930e-06  2.827794e-07  1.153428e-08
[28,]  1.329566e-05  1.489133e-05  9.714090e-06  2.682958e-06  2.856382e-07
[29,]  1.221082e-05  1.249713e-05  1.441083e-05  9.448436e-06  2.580680e-06
[30,]  1.760876e-05  1.117920e-05  1.117372e-05  1.314586e-05  8.624737e-06
[31,]  3.071431e-05  1.667026e-05  1.002770e-05  9.596222e-06  1.132374e-05
[32,]  5.114638e-05  2.925256e-05  1.560955e-05  9.039447e-06  8.062975e-06
[33,]  6.509785e-05  4.953827e-05  2.737125e-05  1.462214e-05  8.466338e-06
[34,]  5.232612e-05  6.379385e-05  4.708679e-05  2.516245e-05  1.388231e-05
[35,]  3.210066e-05  5.115103e-05  6.106786e-05  4.371966e-05  2.272773e-05
[36,]  2.345914e-05  3.089397e-05  4.876918e-05  5.691022e-05  3.948926e-05
[37,]  1.423316e-05  2.096930e-05  2.922166e-05  4.535056e-05  5.162053e-05
[38,]  4.369472e-06  1.176554e-05  1.877539e-05  2.715673e-05  4.129237e-05
[39,]  5.929117e-07  3.326178e-06  9.916010e-06  1.684704e-05  2.481863e-05
[40,]  3.492556e-08  4.032116e-07  2.628262e-06  8.536303e-06  1.508006e-05
[41,]  8.733346e-10  2.068880e-08  2.894530e-07  2.157716e-06  7.442012e-06
[42,]  8.860226e-12  4.519621e-10  1.297265e-08  2.205580e-07  1.815304e-06
[43,]  3.481494e-14  4.111106e-12  2.423747e-10  8.807987e-09  1.754173e-07
[44,]  5.128643e-17  1.489957e-14  1.909170e-12  1.407295e-10  6.418518e-09
[45,]  2.779905e-20  2.064574e-17  6.190822e-15  9.322273e-13  9.002235e-11
[46,]  5.489914e-24  1.064225e-20  7.914687e-18  2.593032e-15  5.018378e-13
[47,]  3.930047e-28  2.009692e-24  3.839900e-21  2.954498e-18  1.157313e-15
[48,]  1.017057e-32  1.379257e-28  6.898560e-25  1.320797e-21  1.120167e-18
[49,]  9.500593e-38  3.426067e-33  4.528027e-29  2.232506e-25  4.439507e-22
[50,]  3.200525e-43  3.073543e-38  1.078376e-33  1.393932e-29  6.897638e-26
              [,36]         [,37]         [,38]         [,39]         [,40]
 [1,] 3.212845e-213 1.534741e-226 2.665802e-240 1.683680e-254 3.866663e-269
 [2,] 7.195617e-200 9.182568e-213 4.261010e-226 7.189573e-240 4.411036e-254
 [3,] 5.791823e-187 1.974505e-199 2.447707e-212 1.103334e-225 1.808439e-239
 [4,] 1.675378e-174 1.525797e-186 5.052966e-199 6.084818e-212 2.664414e-225
 [5,] 1.741847e-162 4.237690e-174 3.749071e-186 1.206081e-198 1.410868e-211
 [6,] 6.508626e-151 4.229955e-162 9.996997e-174 8.591520e-186 2.684931e-198
 [7,] 8.740935e-140 1.517473e-150 9.580477e-162 2.199533e-173 1.836299e-185
 [8,] 4.219146e-129 1.956552e-139 3.299747e-150 2.023767e-161 4.513559e-173
 [9,] 7.319819e-119 9.066806e-129 4.084654e-139 6.692124e-150 3.987153e-161
[10,] 4.564384e-109 1.510085e-118 1.817184e-128 7.952903e-139 1.265777e-149
[11,]  1.023113e-99 9.040285e-109 2.905752e-118 3.396969e-128 1.444269e-138
[12,]  8.243824e-91  1.945329e-99 1.670034e-108 5.214933e-118 5.922688e-128
[13,]  2.387957e-82  1.504715e-90  3.449950e-99 2.877440e-108 8.729239e-118
[14,]  2.486870e-74  4.183985e-82  2.561758e-90  5.706584e-99 4.624115e-108
[15,]  9.312096e-67  4.182401e-74  6.837789e-82  4.067857e-90  8.803953e-99
[16,]  1.253951e-59  1.503194e-66  6.561277e-74  1.042340e-81  6.024952e-90
[17,]  6.073192e-53  1.942679e-59  2.263513e-66  9.601163e-74  1.482054e-81
[18,]  1.058137e-46  9.029018e-53  2.807612e-59  3.179304e-66  1.310458e-73
[19,]  6.634040e-41  1.509470e-46  1.252329e-52  3.785177e-59  4.165542e-66
[20,]  1.497130e-35  9.079163e-41  2.009047e-46  1.620419e-52  4.760310e-59
[21,]  1.216616e-30  1.965270e-35  1.159400e-40  2.494655e-46  1.955918e-52
[22,]  3.561879e-26  1.531495e-30  2.407501e-35  1.381412e-40  2.889900e-46
[23,]  3.759126e-22  4.298409e-26  1.799363e-30  2.752038e-35  1.535649e-40
[24,]  1.431137e-18  4.347355e-22  4.842322e-26  1.972969e-30  2.935344e-35
[25,]  1.967097e-15  1.585423e-18  4.694366e-22  5.091783e-26  2.018788e-30
[26,]  9.771084e-13  2.086400e-15  1.640349e-18  4.732436e-22  4.997097e-26
[27,]  1.755980e-10  9.916729e-13  2.067416e-15  1.584836e-18  4.453471e-22
[28,]  1.143239e-08  1.704163e-10  9.405994e-13  1.913532e-15  1.429650e-18
[29,]  2.701470e-07  1.060152e-08  1.546267e-10  8.336027e-13  1.654055e-15
[30,]  2.325729e-06  2.391589e-07  9.195412e-09  1.311405e-10  6.901587e-13
[31,]  7.389072e-06  1.963357e-06  1.981359e-07  7.458221e-09  1.039379e-10
[32,]  9.246186e-06  5.944072e-06  1.552354e-06  1.535757e-07  5.655319e-09
[33,]  6.833575e-06  7.213694e-06  4.495333e-06  1.149548e-06  1.113450e-07
[34,]  8.473379e-06  6.076714e-06  5.459518e-06  3.205124e-06  7.974930e-07
[35,]  1.350536e-05  9.101121e-06  5.841960e-06  4.111487e-06  2.167132e-06
[36,]  2.019316e-05  1.351908e-05  1.025276e-05  6.058491e-06  3.187846e-06
[37,]  3.463973e-05  1.770377e-05  1.385239e-05  1.170904e-05  6.559000e-06
[38,]  4.576698e-05  2.957721e-05  1.539652e-05  1.434662e-05  1.317025e-05
[39,]  3.709019e-05  4.001738e-05  2.475514e-05  1.336538e-05  1.478931e-05
[40,]  2.233358e-05  3.317407e-05  3.491706e-05  2.053279e-05  1.163755e-05
[41,]  1.334817e-05  1.980697e-05  2.977566e-05  3.071866e-05  1.707601e-05
[42,]  6.465215e-06  1.156106e-05  1.731069e-05  2.688084e-05  2.734013e-05
[43,]  1.530252e-06  5.497016e-06  9.701026e-06  1.488507e-05  2.428316e-05
[44,]  1.413743e-07  1.263514e-06  4.504126e-06  7.824425e-06  1.255150e-05
[45,]  4.850296e-09  1.121687e-07  1.003791e-06  3.516541e-06  6.032820e-06
[46,]  6.187611e-11  3.658090e-09  8.575923e-08  7.579878e-07  2.596453e-06
[47,]  3.003490e-13  4.361519e-11  2.675903e-09  6.232305e-08  5.398966e-07
[48,]  5.770482e-16  1.921800e-13  3.027319e-11  1.865461e-09  4.270136e-08
[49,]  4.579391e-19  3.207417e-16  1.246569e-13  2.016711e-11  1.227210e-09
[50,]  1.527246e-22  2.110250e-19  1.890857e-16  7.879872e-14  1.271552e-11
              [,41]         [,42]         [,43]         [,44]         [,45]
 [1,] 3.228806e-284 9.803507e-300 1.082315e-315  0.000000e+00  0.000000e+00
 [2,] 9.840310e-269 7.982002e-284 2.354226e-299 2.524827e-315  0.000000e+00
 [3,] 1.077789e-253 2.335607e-268 1.840348e-283 5.272876e-299 5.493044e-315
 [4,] 4.242202e-239 2.455946e-253 5.169894e-268 3.957237e-283 1.101340e-298
 [5,] 6.001160e-225 9.281621e-239 5.219745e-253 1.067390e-267 7.936276e-283
 [6,] 3.050979e-211 1.260631e-224 1.893979e-238 1.034693e-252 2.055272e-267
 [7,] 5.574481e-198 6.153348e-211 2.469787e-224 3.604607e-238 1.912842e-252
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[10,] 7.325912e-161 1.541803e-172 1.179909e-184 3.283412e-197 3.322243e-210
[11,] 2.233008e-149 1.255463e-160 2.566708e-172 1.908137e-184 5.157928e-197
[12,] 2.446197e-138 3.674064e-149 2.006634e-160 3.985248e-172 2.877922e-184
[13,] 9.630963e-128 3.864203e-138 5.638012e-149 2.991328e-160 5.770900e-172
[14,] 1.362795e-117 1.460654e-127 5.693148e-138 8.069330e-149 4.158820e-160
[15,] 6.930630e-108 1.984290e-117 2.066053e-127 7.822908e-138 1.077086e-148
[16,]  1.266842e-98 9.688527e-108 2.694739e-117 2.725706e-127 1.002551e-137
[17,]  8.323047e-90  1.700214e-98 1.263204e-107 3.413214e-117 3.353753e-127
[18,]  1.965438e-81  1.072370e-89  2.128189e-98 1.536094e-107 4.031977e-117
[19,]  1.668349e-73  2.431137e-81  1.288703e-89  2.484650e-98 1.742167e-107
[20,]  5.090730e-66  1.981098e-73  2.804809e-81  1.444456e-89  2.705466e-98
[21,]  5.584213e-59  5.802930e-66  2.194161e-73  3.018126e-81  1.509989e-89
[22,]  2.202329e-52  6.110444e-59  6.169932e-66  2.266686e-73  3.029067e-81
[23,]  3.123059e-46  2.313168e-52  6.236683e-59  6.118908e-66  2.183986e-73
[24,]  1.592619e-40  3.148390e-46  2.266279e-52  5.937467e-59  5.659875e-66
[25,]  2.921146e-35  1.540886e-40  2.960727e-46  2.071100e-52  5.272300e-59
[26,]  1.927510e-30  2.712181e-35  1.390766e-40  2.597202e-46  1.765438e-52
[27,]  4.576727e-26  1.717163e-30  2.349281e-35  1.170988e-40  2.125147e-46
[28,]  3.911734e-22  3.911556e-26  1.427288e-30  1.898410e-35  9.196951e-41
[29,]  1.203965e-18  3.206689e-22  3.119405e-26  1.106827e-30  1.431065e-35
[30,]  1.335065e-15  9.464298e-19  2.453157e-22  2.321131e-26  8.007367e-31
[31,]  5.336964e-13  1.006082e-15  6.943980e-19  1.751239e-22  1.611396e-26
[32,]  7.696707e-11  3.854117e-13  7.077664e-16  4.754863e-19  1.166494e-22
[33,]  4.008097e-09  5.324123e-11  2.598823e-13  4.647569e-16  3.038334e-19
[34,]  7.549843e-08  2.654553e-09  3.439764e-11  1.636039e-13  2.848346e-16
[35,]  5.187513e-07  4.787436e-08  1.642643e-09  2.075303e-11  9.614333e-14
[36,]  1.405487e-06  3.170243e-07  2.839479e-08  9.496071e-10  1.169084e-11
[37,]  2.621214e-06  8.919342e-07  1.827932e-07  1.576156e-08  5.128328e-10
[38,]  7.123293e-06  2.297694e-06  5.704700e-07  1.002700e-07  8.199538e-09
[39,]  1.431865e-05  7.532250e-06  2.097081e-06  3.797468e-07  5.312446e-08
[40,]  1.496313e-05  1.488793e-05  7.619363e-06  1.923425e-06  2.677788e-07
[41,]  1.017334e-05  1.469657e-05  1.472143e-05  7.306160e-06  1.720551e-06
[42,]  1.434228e-05  8.889734e-06  1.390264e-05  1.380296e-05  6.611836e-06
[43,]  2.446087e-05  1.214577e-05  7.696555e-06  1.259597e-05  1.225160e-05
[44,]  2.170778e-05  2.169912e-05  1.026176e-05  6.529886e-06  1.088496e-05
[45,]  1.032911e-05  1.894618e-05  1.878287e-05  8.519084e-06  5.370308e-06
[46,]  4.431844e-06  8.247582e-06  1.594310e-05  1.564260e-05  6.845563e-06
[47,]  1.804613e-06  3.097030e-06  6.350301e-06  1.280630e-05  1.240222e-05
[48,]  3.610709e-07  1.177470e-06  2.057874e-06  4.686577e-06  9.748221e-06
[49,]  2.745562e-08  2.261192e-07  7.202005e-07  1.300556e-06  3.297300e-06
[50,]  7.577902e-10  1.652214e-08  1.323950e-07  4.127009e-07  7.822161e-07
              [,46]         [,47]         [,48]         [,49]         [,50]
 [1,]  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00
 [2,]  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00
 [3,]  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00
 [4,] 1.114506e-314  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00
 [5,] 2.145570e-298 2.109114e-314  0.000000e+00  0.000000e+00  0.000000e+00
 [6,] 1.484430e-282 3.898360e-298 3.722635e-314  0.000000e+00  0.000000e+00
 [7,] 3.690911e-267 2.589528e-282 6.606231e-298 6.127791e-314  0.000000e+00
 [8,] 3.298107e-252 6.181818e-267 4.213217e-282 1.044069e-297 9.407204e-314
 [9,] 1.059140e-237 5.303577e-252 9.656742e-267 6.393092e-282 1.538892e-297
[10,] 1.222291e-223 1.635132e-237 7.953856e-252 1.406766e-266 9.046567e-282
[11,] 5.069675e-210 1.811846e-223 2.354559e-237 1.112547e-251 1.911372e-266
[12,] 7.556910e-197 7.215185e-210 2.504948e-223 3.162070e-237 1.451321e-251
[13,] 4.048254e-184 1.032600e-196 9.577355e-210 3.229848e-223 3.960398e-237
[14,] 7.793842e-172 5.310994e-184 1.315984e-196 1.185633e-209 3.883928e-223
[15,] 5.392450e-160 9.816763e-172 6.498348e-184 1.564099e-196 1.368828e-209
[16,] 1.340894e-148 6.521279e-160 1.153257e-171 7.415646e-184 1.733790e-196
[17,] 1.198304e-137 1.556894e-148 7.355458e-160 1.263550e-171 7.892279e-184
[18,] 3.848548e-127 1.335792e-137 1.685948e-148 7.737224e-160 1.291088e-171
[19,] 4.442280e-117 4.119024e-127 1.388838e-137 1.702743e-148 7.590665e-160
[20,] 1.842841e-107 4.564754e-117 4.111714e-127 1.346712e-137 1.603850e-148
[21,]  2.747509e-98 1.818037e-107 4.374734e-117 3.827844e-127 1.217864e-137
[22,]  1.472252e-89  2.602384e-98 1.672856e-107 3.910283e-117 3.323580e-127
[23,]  2.835406e-81  1.338813e-89  2.298994e-98 1.435587e-107 3.259697e-117
[24,]  1.962657e-73  2.475429e-81  1.135507e-89  1.894161e-98 1.148973e-107
[25,]  4.882980e-66  1.645036e-73  2.015692e-81  8.982113e-90  1.455498e-98
[26,]  4.366697e-59  3.929219e-66  1.286025e-73  1.530809e-81  6.626541e-90
[27,]  1.403672e-52  3.373292e-59  2.948987e-66  9.376669e-74  1.084272e-81
[28,]  1.621981e-46  1.040961e-52  2.430553e-59  2.064280e-66  6.376330e-74
[29,]  6.737874e-41  1.154697e-46  7.200455e-53  1.633391e-59  1.347692e-66
[30,]  1.006318e-35  4.604485e-41  7.667539e-47  4.645438e-53  1.023781e-59
[31,]  5.404167e-31  6.600937e-36  2.935047e-41  4.748895e-47  2.795310e-53
[32,]  1.043672e-26  3.402386e-31  4.038931e-36  1.745053e-41  2.743304e-47
[33,]  7.249604e-23  6.306177e-27  1.998230e-31  2.305150e-36  9.677328e-42
[34,]  1.811643e-19  4.203572e-23  3.554656e-27  1.094700e-31  1.227146e-36
[35,]  1.629126e-16  1.007909e-19  2.273938e-23  1.869113e-27  5.593995e-32
[36,]  5.273635e-14  8.695172e-17  5.231920e-20  1.147548e-23  9.167885e-28
[37,]  6.148611e-12  2.699766e-14  4.330483e-17  2.533754e-20  5.402327e-24
[38,]  2.587573e-10  3.018874e-12  1.289845e-14  2.012328e-17  1.144758e-20
[39,]  4.009582e-09  1.220314e-10  1.383715e-12  5.750583e-15  8.724529e-18
[40,]  2.785466e-08  1.853952e-09  5.384374e-11  5.921300e-13  2.392392e-15
[41,]  1.980414e-07  1.491434e-08  8.196272e-10  2.227296e-11  2.366388e-13
[42,]  1.472506e-06  1.490598e-07  8.373257e-09  3.531227e-10  8.673549e-12
[43,]  5.635745e-06  1.193029e-06  1.105786e-07  4.952209e-09  1.524550e-10
[44,]  1.028373e-05  4.520827e-06  9.102026e-07  7.897960e-08  3.022229e-09
[45,]  8.942787e-06  8.155915e-06  3.411888e-06  6.522986e-07  5.355467e-08
[46,]  4.241575e-06  6.966024e-06  6.106559e-06  2.422431e-06  4.386710e-07
[47,]  5.260544e-06  3.193692e-06  5.132423e-06  4.312626e-06  1.618013e-06
[48,]  9.294413e-06  3.833024e-06  2.279765e-06  3.569078e-06  2.870156e-06
[49,]  6.997124e-06  6.553621e-06  2.633268e-06  1.536543e-06  2.338071e-06
[50,]  2.201375e-06  4.720323e-06  4.335492e-06  1.699586e-06  9.748983e-07

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

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
  -834.8603       0.2141  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1wvki1226251515.ps tmp/1wvki1226251515.png")
> system("convert tmp/29n7e1226251515.ps tmp/29n7e1226251515.png")
> system("convert tmp/3bu1i1226251515.ps tmp/3bu1i1226251515.png")
> system("convert tmp/4mcp31226251515.ps tmp/4mcp31226251515.png")
> system("convert tmp/5f5491226251515.ps tmp/5f5491226251515.png")
> system("convert tmp/6xuqo1226251515.ps tmp/6xuqo1226251515.png")
> system("convert tmp/7efui1226251515.ps tmp/7efui1226251515.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.290   1.984   3.691