R version 2.7.2 (2008-08-25)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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> z <- c(2468.9,2469.2,2417.7,2411.1,2361,1924.1,2486.9,2674.9,2296.2,2101.5,2322,2273.8,2501.3,2435.2,2273.3,2454.7,2328.8,1897,2608.1,2712.3,2322,2282.6,2241.1,2417.2,2829,2600.6,2321,2768.5,2457.3,2142.7,2764.4,2788.9,2679.5,2536.5,2682.7,2699.6,3097.8,3015.2,2878,3010.9,2612.3,2419.3,3096.5,3013,3397.4,3423.1,3298.7,3065.7,3918.3,3154.4,3334.7,3461.6,3018.5,2832,3301.3,3342.8,3464.4,3016.6,3201.3,3135.3,3549.8,3247.2,3441.8,3535.6,3384.7,2996.6,3402.8,3900.2,3776.4,3197.5,4022.4,3845.1,3818.6)
> y <- c(12710.3,12120.8,12469.5,12054.6,12112.9,9617.2,12645.8,13581.3,12162.3,10969.7,11880,11887.6,12926.9,12300,12092.8,12380.8,12196.9,9455,13168,13427.9,11980.5,11884.8,11691.7,12233.8,14341.4,13130.7,12421.1,14285.8,12864.6,11160.2,14316.2,14388.7,14013.9,13419,12769.6,13315.5,15332.9,14243,13824.4,14962.9,13202.9,12199,15508.9,14199.8,15169.6,14058,13786.2,14147.9,16541.7,13587.5,15582.4,15802.8,14130.5,12923.2,15612.2,16033.7,16036.6,14037.8,15330.6,15038.3,17401.8,14992.5,16043.7,16929.6,15921.3,14417.2,15961,17851.9,16483.9,14215.5,17429.7,17839.5,17629.2)
> x <- c(680.2,668.9,611.4,640.8,549.8,541.8,628.6,686.5,611.8,588.4,566.9,563.7,569.9,635.4,590.8,634.3,576.1,351.6,507.5,586.2,666.4,693.6,650.6,654.8,733.5,648.1,678.1,816.2,591,563.5,742.5,694.4,728.6,749,538.9,568.5,692.8,580.5,506.9,612.8,442.9,523.3,596.7,533.7,523.1,559.2,430.7,538.2,612.4,428,522.4,531.1,425.9,410.3,551,555.6,460.2,288.9,392.3,400.5,399,354.9,337.6,379.2,334.1,321.6,449.8,486.3,421.9,405.6,420,432.4,418.1)
> par7 = 'Waals Gewest'
> par6 = 'Vlaams Gewest'
> par5 = 'Brussels Gewest'
> 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/1ob4u1226416016.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/2fau01226416016.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/3srjg1226416016.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/49zmm1226416016.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/5lsng1226416016.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  
  17090.375       -5.851  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/66ir81226416016.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]  8290.203  8509.111  8728.019  8946.927  9165.835  9384.743  9603.651
 [8]  9822.559 10041.467 10260.375 10479.283 10698.191 10917.099 11136.007
[15] 11354.915 11573.823 11792.732 12011.640 12230.548 12449.456 12668.364
[22] 12887.272 13106.180 13325.088 13543.996 13762.904 13981.812 14200.720
[29] 14419.628 14638.536 14857.444 15076.352 15295.260 15514.168 15733.077
[36] 15951.985 16170.893 16389.801 16608.709 16827.617 17046.525 17265.433
[43] 17484.341 17703.249 17922.157 18141.065 18359.973 18578.881 18797.789
[50] 19016.697

$yords
 [1] 1607.606 1662.794 1717.981 1773.169 1828.356 1883.544 1938.731 1993.919
 [9] 2049.106 2104.294 2159.481 2214.669 2269.856 2325.044 2380.231 2435.419
[17] 2490.606 2545.794 2600.981 2656.169 2711.356 2766.544 2821.731 2876.919
[25] 2932.106 2987.294 3042.481 3097.669 3152.856 3208.044 3263.231 3318.419
[33] 3373.606 3428.794 3483.981 3539.169 3594.356 3649.544 3704.731 3759.919
[41] 3815.106 3870.294 3925.481 3980.669 4035.856 4091.044 4146.231 4201.419
[49] 4256.606 4311.794

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  4.940841e-06  3.566582e-06  1.019202e-06  1.152168e-07  5.149465e-09
 [2,]  4.366333e-06  7.481788e-06  5.100728e-06  1.376940e-06  1.470644e-07
 [3,]  1.733180e-06  6.466230e-06  1.043723e-05  6.719603e-06  1.713506e-06
 [4,]  7.266533e-07  2.623558e-06  8.835317e-06  1.341442e-05  8.154458e-06
 [5,]  6.304776e-07  1.389197e-06  3.743096e-06  1.114990e-05  1.588642e-05
 [6,]  3.656733e-07  1.343586e-06  2.549557e-06  5.081337e-06  1.301901e-05
 [7,]  1.319207e-07  8.113068e-07  2.687885e-06  4.480130e-06  6.642965e-06
 [8,]  3.657643e-08  3.137348e-07  1.695757e-06  5.058792e-06  7.523571e-06
 [9,]  6.816678e-09  9.170607e-08  7.009886e-07  3.342908e-06  8.979217e-06
[10,]  6.747945e-10  1.728231e-08  2.138002e-07  1.469092e-06  6.218629e-06
[11,]  3.181566e-11  1.704844e-09  4.058649e-08  4.631657e-07  2.883405e-06
[12,]  6.885041e-13  8.025297e-11  3.995980e-09  8.836541e-08  9.321931e-07
[13,]  6.801314e-15  1.751190e-12  1.887576e-10  8.708335e-09  1.786064e-07
[14,]  3.101633e-17  1.771072e-14  4.187867e-12  4.155853e-10  1.769766e-08
[15,]  6.588963e-20  8.382480e-17  4.375844e-14  9.464575e-12  8.606241e-10
[16,]  6.443205e-23  1.851939e-19  2.159177e-16  1.029822e-13  2.031952e-11
[17,]  2.808980e-26  1.861627e-22  4.945564e-19  5.302132e-16  2.314366e-13
[18,]  5.269592e-30  8.203319e-26  5.072654e-22  1.251584e-18  1.239663e-15
[19,]  4.141943e-34  1.533872e-29  2.243714e-25  1.299782e-21  2.992821e-18
[20,]  1.342203e-38  1.191180e-33  4.162941e-29  5.737292e-25  3.124512e-21
[21,]  1.777842e-43  3.796130e-38  3.186964e-33  1.052793e-28  1.370041e-24
[22,]  9.586147e-49  4.934773e-43  9.980416e-38  7.933924e-33  2.480737e-28
[23,]  2.100450e-54  2.609564e-48  1.273283e-42  2.440689e-37  1.838765e-32
[24,]  1.869219e-60  5.607762e-54  6.606129e-48  3.056510e-42  5.556138e-37
[25,]  6.756082e-67  4.895878e-60  1.393029e-53  1.556530e-47  6.831956e-42
[26,]  9.920286e-74  1.736770e-66  1.193815e-59  3.222340e-53  3.416284e-47
[27,]  5.919425e-81  2.503942e-73  4.158481e-66  2.711857e-59  6.945775e-53
[28,]  1.435733e-88  1.467467e-80  5.888702e-73  9.278489e-66  5.741640e-59
[29,]  1.415713e-96  3.496450e-88  3.390204e-80  1.290672e-72  1.929688e-65
[30,] 5.675359e-105  3.386860e-96  7.934802e-88  7.298773e-80  2.636480e-72
[31,] 9.248687e-114 1.333581e-104  7.548829e-96  1.677632e-87  1.464039e-79
[32,] 6.125239e-123 2.133885e-113 2.918267e-104  1.566808e-95  3.303104e-87
[33,] 1.647999e-132 1.387012e-122 4.582393e-113 5.943199e-104  3.026496e-95
[34,] 1.800438e-142 3.660470e-132 2.921237e-122 9.151471e-113 1.125596e-103
[35,] 7.982562e-153 3.920066e-142 7.556102e-132 5.717081e-122 1.698221e-112
[36,] 1.435445e-163 1.702495e-152 7.925385e-142 1.448123e-131 1.038748e-121
[37,] 1.046289e-174 2.996777e-163 3.368799e-152 1.486364e-141 2.574378e-131
[38,] 3.089259e-186 2.136574e-174 5.799395e-163 6.178133e-152 2.583492e-141
[39,] 3.692685e-198 6.166328e-186 4.041071e-174 1.039339e-162 1.049236e-151
[40,] 1.785965e-210 7.200140e-198 1.139147e-185 7.072815e-174 1.723620e-162
[41,] 3.493155e-223 3.399666e-210 1.298411e-197 1.946012e-185 1.144718e-173
[42,] 2.761770e-236 6.488229e-223 5.981500e-210 2.163898e-197 3.072330e-185
[43,] 8.821987e-250 5.002647e-236 1.113185e-222 9.719959e-210 3.330826e-197
[44,] 1.138242e-263 1.557900e-249 8.366984e-236 1.763256e-222 1.458277e-209
[45,] 5.929710e-278 1.958802e-263 2.539003e-249 1.291344e-235 2.577435e-222
[46,] 1.246851e-292 9.940495e-278 3.109631e-263 3.816857e-249 1.838485e-235
[47,] 1.058091e-307 2.035813e-292 1.536926e-277 4.552560e-263 5.291838e-249
[48,] 3.458460e-323 1.682069e-307 3.064523e-292 2.190593e-277 6.144700e-263
[49,]  0.000000e+00 5.434722e-323 2.464982e-307 4.252061e-292 2.878184e-277
[50,]  0.000000e+00  0.000000e+00 7.905050e-323 3.328798e-307 5.437266e-292
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  9.093587e-11  6.348264e-13  2.041067e-15  1.069395e-16  2.599324e-17
 [2,]  6.211029e-09  1.036776e-10  6.880869e-13  3.682402e-15  6.933110e-16
 [3,]  1.729030e-07  6.900440e-09  1.089381e-10  7.054867e-13  1.304132e-14
 [4,]  1.964172e-06  1.872486e-07  7.063069e-09  1.057283e-10  7.639590e-13
 [5,]  9.115985e-06  2.074012e-06  1.868133e-07  6.665921e-09  9.576014e-11
 [6,]  1.734088e-05  9.388746e-06  2.017545e-06  1.717749e-07  5.818834e-09
 [7,]  1.411143e-05  1.745714e-05  8.910541e-06  1.808649e-06  1.458105e-07
 [8,]  8.480504e-06  1.428680e-05  1.623045e-05  7.797493e-06  1.495853e-06
 [9,]  1.206624e-05  1.071870e-05  1.366870e-05  1.398085e-05  6.302378e-06
[10,]  1.506720e-05  1.848993e-05  1.355472e-05  1.262146e-05  1.124252e-05
[11,]  1.091570e-05  2.395104e-05  2.710217e-05  1.722293e-05  1.163803e-05
[12,]  5.293461e-06  1.807155e-05  3.612086e-05  3.804241e-05  2.192000e-05
[13,]  1.743711e-06  9.082638e-06  2.820022e-05  5.172363e-05  5.116248e-05
[14,]  3.358169e-07  3.034343e-06  1.456264e-05  4.145696e-05  7.034318e-05
[15,]  3.367299e-08  5.890374e-07  4.920549e-06  2.182961e-05  5.740683e-05
[16,]  1.685691e-09  6.028714e-08  9.676600e-07  7.455010e-06  3.063393e-05
[17,]  4.163133e-11  3.141379e-09  1.021857e-07  1.496590e-06  1.059214e-05
[18,]  4.970618e-13  8.166849e-11  5.600899e-09  1.651009e-07  2.193548e-06
[19,]  2.753086e-15  1.019335e-12  1.536261e-10  9.596245e-09  2.560331e-07
[20,]  6.743306e-18  5.791505e-15  1.991793e-12  2.770189e-10  1.583977e-08
[21,]  7.034622e-21  1.428446e-17  1.150953e-14  3.698682e-12  4.779858e-10
[22,]  3.053731e-24  1.481899e-20  2.840300e-17  2.156136e-14  6.510088e-12
[23,]  5.447878e-28  6.353142e-24  2.919597e-20  5.296191e-17  3.801554e-14
[24,]  3.969878e-32  1.115599e-27  1.234039e-23  5.379576e-20  9.256897e-17
[25,]  1.178347e-36  7.990201e-32  2.131497e-27  2.238978e-23  9.272215e-20
[26,]  1.423026e-41  2.329878e-36  1.500228e-31  3.802041e-27  3.796212e-23
[27,]  6.988916e-47  2.763748e-41  4.297351e-36  2.629104e-31  6.334309e-27
[28,]  1.395718e-52  1.333248e-46  5.006910e-41  7.396627e-36  4.301699e-31
[29,]  1.133266e-58  2.615083e-52  2.372057e-46  8.462226e-41  1.188137e-35
[30,]  3.740616e-65  2.085111e-58  4.568198e-52  3.935521e-46  1.334052e-40
[31,]  5.017906e-72  6.756445e-65  3.575108e-58  7.437489e-52  6.086597e-46
[32,]  2.734711e-79  8.893751e-72  1.136527e-64  5.709114e-58  1.127902e-51
[33,]  6.052167e-87  4.753621e-79  1.466922e-71  1.779154e-64  8.484801e-58
[34,]  5.436173e-95  1.031113e-86  7.683108e-79  2.249702e-71  2.589687e-64
[35,] 1.980625e-103  9.071366e-95  1.631970e-86  1.153575e-78  3.205023e-71
[36,] 2.925318e-112 3.234896e-103  1.404981e-94  2.397258e-86  1.607440e-78
[37,] 1.750447e-121 4.673196e-112 4.899576e-103  2.017816e-94  3.265196e-86
[38,] 4.240916e-131 2.733172e-121 6.916927e-112 6.875221e-103  2.684722e-94
[39,] 4.157833e-141 6.468210e-131 3.950963e-121 9.477672e-112 8.930583e-103
[40,] 1.648713e-151 6.190751e-141 9.126604e-131 5.283377e-121 1.201266e-111
[41,] 2.642926e-162 2.395187e-151 8.521784e-141 1.190471e-130 6.531043e-121
[42,] 1.712036e-173 3.744570e-162 3.215135e-151 1.083822e-140 1.434656e-130
[43,] 4.479565e-185 2.364516e-173 4.899267e-162 3.985194e-151 1.272794e-140
[44,] 4.733095e-197 6.029107e-185 3.014536e-173 5.916817e-162 4.559420e-151
[45,] 2.018830e-209 6.205783e-197 7.487424e-185 3.546029e-173 6.592850e-162
[46,] 3.475103e-222 2.577770e-209 7.504834e-197 8.576074e-185 3.847046e-173
[47,] 2.413789e-235 4.320627e-222 3.035273e-209 8.369091e-197 9.057821e-185
[48,] 6.763499e-249 2.921352e-235 4.952050e-222 3.294554e-209 8.602991e-197
[49,] 7.644698e-263 7.967683e-249 3.258961e-235 5.231422e-222 3.295946e-209
[50,] 3.484882e-277 8.764259e-263 8.649795e-249 3.350230e-235 5.092652e-222
              [,11]         [,12]         [,13]         [,14]         [,15]
 [1,]  3.540969e-18  2.492998e-19  8.465019e-21  1.263113e-22  7.771017e-25
 [2,]  1.704219e-16  2.295022e-17  1.588465e-18  5.226944e-20  7.464531e-22
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[10,]  4.728810e-06  8.248648e-07  6.628108e-08  4.488909e-09  1.195287e-09
[11,]  8.590063e-06  3.344366e-06  5.854089e-07  6.236912e-08  8.473901e-09
[12,]  1.118589e-05  6.482380e-06  2.329837e-06  4.661070e-07  8.331785e-08
[13,]  2.769799e-05  1.157065e-05  5.182067e-06  1.776500e-06  4.988998e-07
[14,]  6.589883e-05  3.435344e-05  1.286151e-05  4.760108e-06  1.716546e-06
[15,]  9.084829e-05  8.119071e-05  4.136528e-05  1.489638e-05  5.155549e-06
[16,]  7.491006e-05  1.114123e-04  9.552818e-05  4.794215e-05  1.735915e-05
[17,]  4.033623e-05  9.222445e-05  1.297719e-04  1.071925e-04  5.320719e-05
[18,]  1.418542e-05  5.000271e-05  1.073448e-04  1.436962e-04  1.146639e-04
[19,]  3.070869e-06  1.802841e-05  5.863273e-05  1.184827e-04  1.515190e-04
[20,]  3.833713e-07  4.141231e-06  2.192768e-05  6.543821e-05  1.245051e-04
[21,]  2.519822e-08  5.564782e-07  5.422571e-06  2.577222e-05  7.005510e-05
[22,]  7.871655e-10  3.857630e-08  7.840668e-07  6.934835e-06  2.955645e-05
[23,]  1.083659e-11  1.233849e-09  5.667669e-08  1.070873e-06  8.682990e-06
[24,]  6.301929e-14  1.702993e-11  1.836043e-09  7.964599e-08  1.412842e-06
[25,]  1.516407e-16  9.816325e-14  2.523372e-11  2.587915e-09  1.066818e-07
[26,]  1.495386e-19  2.328198e-16  1.436184e-13  3.521659e-11  3.448280e-09
[27,]  6.017110e-23  2.257091e-19  3.350167e-16  1.972816e-13  4.624806e-11
[28,]  9.859220e-27  8.917302e-23  3.188474e-19  4.517264e-16  2.543052e-13
[29,]  6.571693e-31  1.433650e-26  1.235514e-22  4.214625e-19  5.705136e-16
[30,]  1.780832e-35  9.371791e-31  1.947074e-26  1.599835e-22  5.210387e-19
[31,]  1.960940e-40  2.489521e-35  1.247027e-30  2.468508e-26  1.934902e-22
[32,]  8.769732e-46  2.685894e-40  3.243917e-35  1.547195e-30  2.919383e-26
[33,]  1.592065e-51  1.176267e-45  3.425446e-40  3.936809e-35  1.788475e-30
[34,]  1.172592e-57  2.089888e-51  1.467473e-45  4.064230e-40  4.446010e-35
[35,]  3.501781e-64  1.505513e-57  2.549013e-51  1.701330e-45  4.482198e-40
[36,]  4.237691e-71  4.394752e-64  1.794190e-57  2.886157e-51  1.831417e-45
[37,]  2.076931e-78  5.195518e-71  5.114650e-64  1.983029e-57  3.031195e-51
[38,]  4.120170e-86  2.486102e-78  5.901582e-71  5.515322e-64  2.031069e-57
[39,]  3.306636e-94  4.812656e-86  2.754908e-78  6.206209e-71  5.506795e-64
[40,] 1.073068e-102  3.767210e-94  5.200282e-86  2.824168e-78  6.038508e-71
[41,] 1.407491e-111 1.191887e-102  3.967710e-94  5.194879e-86  2.676868e-78
[42,] 7.459014e-121 1.523598e-111 1.223169e-102  3.861183e-94  4.795428e-86
[43,] 1.596470e-130 7.866028e-121 1.522992e-111 1.159195e-102  3.470250e-94
[44,] 1.379688e-140 1.639783e-130 7.657174e-121 1.405324e-111 1.014182e-102
[45,] 4.812975e-151 1.379867e-140 1.554081e-130 6.877880e-121 1.196644e-111
[46,] 6.775477e-162 4.685862e-151 1.272901e-140 1.358539e-130 5.698859e-121
[47,] 3.848668e-173 6.420859e-162 4.207076e-151 1.082866e-140 1.095282e-130
[48,] 8.818906e-185 3.549268e-173 5.609469e-162 3.482202e-151 8.493174e-141
[49,] 8.151303e-197 7.914063e-185 3.017103e-173 4.517288e-162 2.656955e-151
[50,] 3.038623e-209 7.117135e-197 6.545084e-185 2.363610e-173 3.352717e-162
              [,16]         [,17]         [,18]         [,19]         [,20]
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[10,]  7.249077e-10  3.959908e-10  1.607206e-10  3.756683e-11  4.512400e-12
[11,]  3.625343e-09  2.334151e-09  1.314141e-09  5.360312e-10  1.241660e-10
[12,]  1.877512e-08  1.041398e-08  6.987709e-09  4.050148e-09  1.657833e-09
[13,]  1.417750e-07  4.244107e-08  2.801418e-08  1.945011e-08  1.159115e-08
[14,]  7.180082e-07  2.556833e-07  9.356894e-08  7.027204e-08  5.034458e-08
[15,]  2.158788e-06  1.161749e-06  4.486921e-07  1.984680e-07  1.640169e-07
[16,]  6.247523e-06  3.105969e-06  1.862921e-06  7.497288e-07  4.020202e-07
[17,]  1.990349e-05  7.909909e-06  4.545880e-06  2.830686e-06  1.192742e-06
[18,]  5.647790e-05  2.228550e-05  1.004092e-05  6.426571e-06  4.034478e-06
[19,]  1.170580e-04  5.752891e-05  2.446375e-05  1.257495e-05  8.637360e-06
[20,]  1.525337e-04  1.144010e-04  5.671154e-05  2.663177e-05  1.548444e-05
[21,]  1.251645e-04  1.470994e-04  1.076100e-04  5.486318e-05  2.916369e-05
[22,]  7.259136e-05  1.210494e-04  1.364496e-04  9.819645e-05  5.303895e-05
[23,]  3.333207e-05  7.349267e-05  1.133197e-04  1.223234e-04  8.783790e-05
[24,]  1.062763e-05  3.710139e-05  7.329499e-05  1.033644e-04  1.065902e-04
[25,]  1.792162e-06  1.265416e-05  4.070360e-05  7.238427e-05  9.251199e-05
[26,]  1.357478e-07  2.174526e-06  1.455903e-05  4.376302e-05  7.087399e-05
[27,]  4.335565e-09  1.635802e-07  2.511314e-06  1.607095e-05  4.575003e-05
[28,]  5.709209e-11  5.134523e-09  1.861328e-07  2.748265e-06  1.691257e-05
[29,]  3.074009e-13  6.617374e-11  5.717189e-09  1.994612e-07  2.839453e-06
[30,]  6.744530e-16  3.481193e-13  7.192066e-11  5.974707e-09  2.008327e-07
[31,]  6.020199e-19  7.456768e-16  3.689306e-13  7.319406e-11  5.850270e-09
[32,]  2.184050e-22  6.495256e-19  7.702270e-16  3.654549e-13  6.965629e-11
[33,]  3.218036e-26  2.298768e-22  6.537366e-19  7.424809e-16  3.379734e-13
[34,]  1.924496e-30  3.303273e-26  2.253991e-22  6.131948e-19  6.672594e-16
[35,]  4.668429e-35  1.926029e-30  3.154760e-26  2.057009e-22  5.355206e-19
[36,]  4.590819e-40  4.553860e-35  1.791276e-30  2.800893e-26  1.745773e-22
[37,]  1.829049e-45  4.363531e-40  4.123570e-35  1.547027e-30  2.310073e-26
[38,]  2.950713e-51  1.693490e-45  3.846225e-40  3.463890e-35  1.239933e-30
[39,]  1.926504e-57  2.660611e-51  1.452794e-45  3.142242e-40  2.697950e-35
[40,]  5.087950e-64  1.691280e-57  2.221020e-51  1.154204e-45  2.378343e-40
[41,]  5.433150e-71  4.347943e-64  1.373627e-57  1.715805e-51  8.489455e-46
[42,]  2.344918e-78  4.518662e-71  3.435306e-64  1.031798e-57  1.226398e-51
[43,]  4.088817e-86  1.897643e-78  3.472601e-71  2.508785e-64  7.166641e-58
[44,]  2.879679e-94  3.219380e-86  1.418404e-78  2.465599e-71  1.693415e-64
[45,] 8.189100e-103  2.205698e-94  2.340215e-86  9.790759e-79  1.617357e-71
[46,] 9.400472e-112 6.101075e-103  1.559139e-94  1.570352e-86  6.241402e-79
[47,] 4.355330e-121 6.812126e-112 4.193795e-103  1.017120e-94  9.729398e-87
[48,] 8.142141e-131 3.069441e-121 4.553041e-112 2.659584e-103  6.124616e-95
[49,] 6.141319e-141 5.580704e-131 1.994859e-121 2.807081e-112 1.556620e-103
[50,] 1.868599e-151 4.093495e-141 3.526605e-131 1.195658e-121 1.596983e-112
              [,21]        [,22]        [,23]        [,24]        [,25]
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[10,]  2.521112e-13 6.006019e-15 5.809804e-17 2.233950e-19 3.386367e-22
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[13,]  4.754634e-09 1.077630e-09 1.203846e-10 5.983271e-12 1.233797e-13
[14,]  3.080145e-08 1.264440e-08 2.827855e-09 3.068477e-10 1.461513e-11
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[17,]  7.725146e-07 7.168815e-07 5.653567e-07 3.700807e-07 1.509631e-07
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[19,]  5.403213e-06 2.666624e-06 2.377370e-06 2.332272e-06 1.975243e-06
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[21,]  1.876876e-05 1.338245e-05 8.290285e-06 5.180250e-06 5.571757e-06
[22,]  3.247527e-05 2.241958e-05 1.559279e-05 9.703445e-06 6.824885e-06
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[25,]  9.097296e-05 6.972751e-05 5.492605e-05 4.798428e-05 3.413405e-05
[26,]  8.185781e-05 7.688445e-05 6.358418e-05 5.808460e-05 5.349091e-05
[27,]  6.864678e-05 7.219307e-05 6.532982e-05 5.973315e-05 6.157431e-05
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[29,]  1.688673e-05 4.467601e-05 6.141057e-05 5.740538e-05 5.145636e-05
[30,]  2.762098e-06 1.595201e-05 4.140296e-05 5.644976e-05 5.229997e-05
[31,]  1.896545e-07 2.525804e-06 1.424945e-05 3.677191e-05 5.091568e-05
[32,]  5.359840e-09 1.677938e-07 2.171296e-06 1.206320e-05 3.143705e-05
[33,]  6.191468e-11 4.590459e-09 1.390883e-07 1.758449e-06 9.731782e-06
[34,]  2.915028e-13 5.136106e-11 3.675231e-09 1.082191e-07 1.348753e-06
[35,]  5.585402e-16 2.343234e-13 3.976232e-11 2.755113e-09 7.943004e-08
[36,]  4.351090e-19 4.352263e-16 1.755561e-13 2.877326e-11 1.943454e-09
[37,]  1.376976e-22 3.287570e-19 3.157550e-16 1.227982e-13 1.956586e-11
[38,]  1.768977e-26 1.009077e-22 2.310811e-19 2.137246e-16 8.068804e-14
[39,]  9.219207e-31 1.257585e-26 6.874796e-23 1.514952e-19 1.359772e-16
[40,]  1.947886e-35 6.359336e-31 8.307905e-27 4.369047e-23 9.350167e-20
[41,]  1.667530e-40 1.303972e-35 4.075211e-31 5.122226e-27 2.620658e-23
[42,]  5.780778e-46 1.083548e-40 8.108766e-36 2.439529e-31 2.991519e-27
[43,]  8.110948e-52 3.646742e-46 6.540980e-41 4.716895e-36 1.389933e-31
[44,]  4.604063e-58 4.968562e-52 2.137920e-46 3.700715e-41 2.627368e-36
[45,]  1.056844e-64 2.739218e-58 2.830053e-52 1.177609e-46 2.019912e-41
[46,]  9.806300e-72 6.108071e-65 1.516560e-58 1.519264e-52 6.314353e-47
[47,]  3.677077e-79 5.507173e-72 3.288897e-65 7.944685e-59 8.025707e-53
[48,]  5.569990e-87 2.006987e-79 2.885481e-72 1.683558e-65 4.147463e-59
[49,]  3.407764e-95 2.955646e-87 1.023937e-79 1.445599e-72 8.715091e-66
[50,] 8.418685e-104 1.758520e-95 1.469364e-87 5.029382e-80 7.447515e-73
             [,26]        [,27]        [,28]        [,29]         [,30]
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[10,] 2.017448e-25 4.718388e-29 4.330410e-33 1.559351e-37  2.202992e-42
[11,] 8.579554e-22 4.839473e-25 1.071550e-28 9.310136e-33  3.173744e-37
[12,] 1.472020e-18 2.001234e-21 1.068772e-24 2.240363e-28  1.842751e-32
[13,] 1.020398e-15 3.338292e-18 4.297700e-21 2.173047e-24  4.312379e-28
[14,] 2.867236e-13 2.249090e-15 6.970467e-18 8.497344e-21  4.067751e-24
[15,] 3.290316e-11 6.137031e-13 4.564577e-15 1.340022e-17  1.546767e-20
[16,] 1.567452e-09 6.826289e-11 1.209781e-12 8.529976e-15  2.371796e-17
[17,] 3.202312e-08 3.139504e-09 1.304923e-10 2.196261e-12  1.467698e-14
[18,] 2.963136e-07 6.145758e-08 5.799593e-09 2.298203e-10  3.671723e-12
[19,] 1.337840e-06 5.387179e-07 1.089667e-07 9.878826e-09  3.728651e-10
[20,] 3.312623e-06 2.273995e-06 9.068639e-07 1.784265e-07  1.551297e-08
[21,] 5.659062e-06 5.167423e-06 3.586125e-06 1.412944e-06  2.697260e-07
[22,] 7.649688e-06 7.906256e-06 7.496668e-06 5.245768e-06  2.036724e-06
[23,] 8.594734e-06 9.750139e-06 1.027982e-05 1.011308e-05  7.115706e-06
[24,] 1.247861e-05 1.027830e-05 1.153184e-05 1.244507e-05  1.268344e-05
[25,] 2.074791e-05 1.381753e-05 1.160875e-05 1.265758e-05  1.403492e-05
[26,] 3.717044e-05 2.195016e-05 1.500243e-05 1.233877e-05  1.290220e-05
[27,] 5.781696e-05 3.910879e-05 2.284466e-05 1.586923e-05  1.232765e-05
[28,] 6.475797e-05 6.036962e-05 3.976737e-05 2.336419e-05  1.626124e-05
[29,] 5.821593e-05 6.730605e-05 6.105094e-05 3.923222e-05  2.344584e-05
[30,] 4.875932e-05 5.984058e-05 6.924908e-05 6.023961e-05  3.779400e-05
[31,] 4.829929e-05 4.801387e-05 6.243359e-05 7.080343e-05  5.853369e-05
[32,] 4.513016e-05 4.491221e-05 4.833879e-05 6.539452e-05  7.206924e-05
[33,] 2.605522e-05 3.935941e-05 4.168940e-05 4.888352e-05  6.798008e-05
[34,] 7.552413e-06 2.112291e-05 3.380146e-05 3.836393e-05  4.895669e-05
[35,] 9.899546e-07 5.720438e-06 1.692624e-05 2.864144e-05  3.490976e-05
[36,] 5.561401e-08 7.086584e-07 4.320751e-06 1.358847e-05  2.410081e-05
[37,] 1.306328e-09 3.804495e-08 5.117560e-07 3.357340e-06  1.114514e-05
[38,] 1.268996e-11 8.623587e-10 2.667469e-08 3.930448e-07  2.790974e-06
[39,] 5.072230e-14 8.157303e-12 5.961585e-10 2.067662e-08  3.400054e-07
[40,] 8.320031e-17 3.202976e-14 5.644213e-12 4.751667e-10  1.890787e-08
[41,] 5.592054e-20 5.206088e-17 2.249071e-14 4.691492e-12  4.617895e-10
[42,] 1.538554e-23 3.496785e-20 3.753775e-17 1.965109e-14  4.826996e-12
[43,] 1.731684e-27 9.692732e-24 2.612350e-20 3.453660e-17  2.119437e-14
[44,] 7.970069e-32 1.107434e-27 7.546276e-24 2.522542e-20  3.856529e-17
[45,] 1.499623e-36 5.208923e-32 9.008757e-28 7.597479e-24  2.880819e-20
[46,] 1.153318e-41 1.007288e-36 4.426358e-32 9.378772e-28  8.778946e-24
[47,] 3.625096e-47 7.996678e-42 8.918405e-37 4.724024e-32  1.086902e-27
[48,] 4.656101e-53 2.602131e-47 7.345171e-42 9.676971e-37  5.452627e-32
[49,] 2.443306e-59 3.464991e-53 2.466189e-47 8.042674e-42  1.106484e-36
[50,] 5.236662e-66 1.884949e-59 3.368125e-53 2.707370e-47  9.072312e-42
              [,31]         [,32]         [,33]         [,34]         [,35]
 [1,] 2.863772e-115 2.245405e-124 6.907056e-134 8.335552e-144 3.946555e-154
 [2,] 3.548204e-106 6.713069e-115 4.982825e-124 1.451020e-133 1.657729e-143
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 [6,]  9.455483e-74  6.064885e-81  1.526172e-88  1.506703e-96 5.835717e-105
 [7,]  1.245769e-66  1.928113e-73  1.170765e-80  2.789011e-88  2.606592e-96
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[10,]  1.221045e-47  2.655188e-53  2.265175e-59  7.581436e-66  9.955060e-73
[11,]  4.244670e-42  2.227219e-47  4.584858e-53  3.702818e-59  1.173226e-65
[12,]  5.946839e-37  7.529364e-42  3.740041e-47  7.288510e-53  5.572424e-59
[13,]  3.357934e-32  1.025872e-36  1.229603e-41  5.782058e-47  1.066704e-52
[14,]  7.642193e-28  5.633500e-32  1.629298e-36  1.848727e-41  8.229819e-47
[15,]  7.010201e-24  1.246825e-27  8.701000e-32  2.382277e-36  2.558964e-41
[16,]  2.592214e-20  1.112257e-23  1.872793e-27  1.237248e-31  3.206865e-36
[17,]  3.865046e-17  3.999594e-20  1.624703e-23  2.589808e-27  1.619709e-31
[18,]  2.325210e-14  5.798825e-17  5.681445e-20  2.184931e-23  3.297146e-27
[19,]  5.652614e-12  3.391694e-14  8.009970e-17  7.430175e-20  2.705175e-23
[20,]  5.572332e-10  8.013184e-12  4.555045e-14  1.018646e-16  8.946083e-20
[21,]  2.245387e-08  7.670330e-10  1.045992e-11  5.632357e-14  1.192669e-16
[22,]  3.763102e-07  2.995190e-08  9.724185e-10  1.257208e-11  6.412138e-14
[23,]  2.715090e-06  4.843966e-07  3.681570e-08  1.135350e-09  1.391332e-11
[24,]  8.947700e-06  3.345827e-06  5.751397e-07  4.169329e-08  1.220744e-09
[25,]  1.478576e-05  1.042640e-05  3.809930e-06  6.297365e-07  4.349876e-08
[26,]  1.475218e-05  1.601881e-05  1.125448e-05  4.007393e-06  6.357199e-07
[27,]  1.223276e-05  1.446463e-05  1.612788e-05  1.124949e-05  3.892147e-06
[28,]  1.160084e-05  1.082530e-05  1.325412e-05  1.509436e-05  1.040978e-05
[29,]  1.610031e-05  1.035350e-05  9.013273e-06  1.139915e-05  1.314769e-05
[30,]  2.305318e-05  1.543194e-05  8.898157e-06  7.194511e-06  9.298387e-06
[31,]  3.579108e-05  2.218834e-05  1.442650e-05  7.582217e-06  5.736039e-06
[32,]  5.640317e-05  3.345471e-05  2.090069e-05  1.334061e-05  6.707836e-06
[33,]  7.279278e-05  5.395728e-05  3.084748e-05  1.929660e-05  1.245410e-05
[34,]  6.935692e-05  7.236423e-05  5.095717e-05  2.792077e-05  1.754061e-05
[35,]  4.809647e-05  6.877608e-05  7.008500e-05  4.705136e-05  2.463930e-05
[36,]  3.149002e-05  4.609598e-05  6.582740e-05  6.556835e-05  4.207994e-05
[37,]  2.041553e-05  2.832571e-05  4.299975e-05  6.065262e-05  5.904297e-05
[38,]  9.581523e-06  1.774123e-05  2.555736e-05  3.907257e-05  5.398210e-05
[39,]  2.561371e-06  8.816385e-06  1.604744e-05  2.317027e-05  3.473178e-05
[40,]  3.375407e-07  2.589515e-06  8.666523e-06  1.507831e-05  2.101299e-05
[41,]  2.013572e-08  3.686703e-07  2.772803e-06  8.842653e-06  1.441805e-05
[42,]  5.184606e-10  2.307838e-08  4.143997e-07  2.989561e-06  9.003226e-06
[43,]  5.606594e-12  6.083296e-10  2.641968e-08  4.550714e-07  3.120116e-06
[44,]  2.505073e-14  6.616083e-12  6.960404e-10  2.892507e-08  4.738166e-07
[45,]  4.579197e-17  2.938018e-14  7.482463e-12  7.512761e-10  2.966420e-08
[46,]  3.404310e-20  5.297152e-17  3.263035e-14  7.914602e-12  7.543234e-10
[47,]  1.025657e-23  3.865443e-20  5.755428e-17  3.371332e-14  7.756370e-12
[48,]  1.249664e-27  1.139611e-23  4.099452e-20  5.797732e-17  3.219584e-14
[49,]  6.149740e-32  1.356067e-27  1.178134e-23  4.022165e-20  5.390707e-17
[50,]  1.221399e-36  6.509086e-32  1.365446e-27  1.125179e-23  3.639351e-20
              [,36]         [,37]         [,38]         [,39]         [,40]
 [1,] 7.330694e-165 5.342151e-176 1.527320e-187 1.713117e-199 7.538447e-212
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[10,]  5.128370e-80  1.036474e-87  8.218277e-96 2.556501e-104 3.119970e-113
[11,]  1.458391e-72  7.112302e-80  1.360784e-87  1.021436e-95 3.007965e-104
[12,]  1.671448e-65  1.966913e-72  9.080725e-80  1.644746e-87  1.168737e-95
[13,]  7.720557e-59  2.192286e-65  2.442242e-72  1.067390e-79  1.830196e-87
[14,]  1.437314e-52  9.848205e-59  2.647314e-65  2.791882e-72  1.155123e-79
[15,]  1.078403e-46  1.782964e-52  1.156504e-58  2.943031e-65  2.938208e-72
[16,]  3.261013e-41  1.300978e-46  2.036249e-52  1.250360e-58  3.012170e-65
[17,]  3.974309e-36  3.825904e-41  1.444944e-46  2.140975e-52  1.244551e-58
[18,]  1.952136e-31  4.534565e-36  4.132454e-41  1.477491e-46  2.072442e-52
[19,]  3.864577e-27  2.166088e-31  4.763237e-36  4.109362e-41  1.390876e-46
[20,]  3.083500e-23  4.170189e-27  2.212744e-31  4.606353e-36  3.762069e-41
[21,]  9.916666e-20  3.235860e-23  4.142913e-27  2.081050e-31  4.101161e-36
[22,]  1.285635e-16  1.012032e-19  3.126289e-23  3.789211e-27  1.801875e-31
[23,]  6.720887e-14  1.275893e-16  9.508597e-20  2.780740e-23  3.190665e-27
[24,]  1.417731e-11  6.485759e-14  1.165763e-16  8.224977e-20  2.277114e-23
[25,]  1.208699e-09  1.330112e-11  5.762371e-14  9.806258e-17  6.550058e-20
[26,]  4.180479e-08  1.102038e-09  1.148971e-11  4.713533e-14  7.594381e-17
[27,]  5.915799e-07  3.700661e-08  9.252211e-10  9.137989e-12  3.549715e-14
[28,]  3.489563e-06  5.073794e-07  3.017225e-08  7.152442e-10  6.691268e-12
[29,]  8.917361e-06  2.887443e-06  4.010223e-07  2.265620e-08  5.091115e-10
[30,]  1.069250e-05  7.075093e-06  2.204880e-06  2.920675e-07  1.566745e-08
[31,]  7.365026e-06  8.182713e-06  5.207912e-06  1.554100e-06  1.960065e-07
[32,]  4.905281e-06  5.927664e-06  5.995078e-06  3.571954e-06  1.011937e-06
[33,]  6.474281e-06  4.833784e-06  5.163075e-06  4.347499e-06  2.305300e-06
[34,]  1.199900e-05  6.946657e-06  5.504228e-06  5.070603e-06  3.281120e-06
[35,]  1.583265e-05  1.209686e-05  8.047194e-06  6.752540e-06  5.487137e-06
[36,]  2.108545e-05  1.435826e-05  1.272187e-05  9.567954e-06  8.288464e-06
[37,]  3.626401e-05  1.747953e-05  1.323103e-05  1.370487e-05  1.120733e-05
[38,]  5.137315e-05  3.017651e-05  1.411193e-05  1.245726e-05  1.477929e-05
[39,]  4.693228e-05  4.376502e-05  2.452235e-05  1.123477e-05  1.194132e-05
[40,]  3.044070e-05  4.062504e-05  3.730216e-05  1.985755e-05  8.975551e-06
[41,]  1.888585e-05  2.658273e-05  3.579081e-05  3.254243e-05  1.639487e-05
[42,]  1.363541e-05  1.664282e-05  2.335616e-05  3.253583e-05  2.936663e-05
[43,]  8.850388e-06  1.243576e-05  1.425244e-05  2.073239e-05  3.037605e-05
[44,]  3.077487e-06  8.221484e-06  1.074780e-05  1.179471e-05  1.849920e-05
[45,]  4.607069e-07  2.831840e-06  7.129448e-06  8.711244e-06  9.409568e-06
[46,]  2.823177e-08  4.152702e-07  2.415014e-06  5.734035e-06  6.585314e-06
[47,]  7.004614e-10  2.482882e-08  3.457742e-07  1.902451e-06  4.263040e-06
[48,]  7.016773e-12  6.000702e-10  2.013916e-08  2.655013e-07  1.382092e-06
[49,]  2.835218e-14  5.850862e-12  4.737343e-10  1.505205e-08  1.878415e-07
[50,]  4.619055e-17  2.300170e-14  4.493945e-12  3.444778e-10  1.036160e-08
              [,41]         [,42]         [,43]         [,44]         [,45]
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[10,] 1.493831e-122 2.806023e-132 2.067913e-142 5.978713e-153 6.781646e-164
[11,] 3.475207e-113 1.575171e-122 2.801079e-132 1.954150e-142 5.348624e-153
[12,] 3.258223e-104 3.563560e-113 1.529108e-122 2.574109e-132 1.700071e-142
[13,]  1.231170e-95 3.249209e-104 3.364245e-113 1.366574e-122 2.177857e-132
[14,]  1.875019e-87  1.194050e-95 2.983246e-104 2.924095e-113 1.124461e-122
[15,]  1.150843e-79  1.768435e-87  1.066135e-95 2.521569e-104 2.339807e-113
[16,]  2.846882e-72  1.055600e-79  1.535602e-87  8.763836e-96 1.962275e-104
[17,]  2.838307e-65  2.539487e-72  8.914185e-80  1.227592e-87  6.632479e-96
[18,]  1.140474e-58  2.462231e-65  2.085552e-72  6.930267e-80  9.035004e-88
[19,]  1.846920e-52  9.621617e-59  1.966512e-65  1.576821e-72  4.960404e-80
[20,]  1.205431e-46  1.515300e-52  7.473140e-59  1.445923e-65  1.097580e-72
[21,]  3.170868e-41  9.618136e-47  1.144595e-52  5.343804e-59  9.788087e-66
[22,]  3.361637e-36  2.460479e-41  7.065400e-47  7.959618e-53  3.518000e-59
[23,]  1.436347e-31  2.536783e-36  1.757746e-41  4.778239e-47  5.095981e-53
[24,]  2.473487e-27  1.054112e-31  1.762441e-36  1.156066e-41  2.975080e-47
[25,]  1.716734e-23  1.765340e-27  7.122121e-32  1.127283e-36  7.000112e-42
[26,]  4.802324e-20  1.191553e-23  1.159961e-27  4.430178e-32  6.638173e-37
[27,]  5.414753e-17  3.241529e-20  7.614112e-24  7.016934e-28  2.537050e-32
[28,]  2.461177e-14  3.554343e-17  2.014396e-20  4.479349e-24  3.907937e-28
[29,]  4.511081e-12  1.571055e-14  2.148018e-17  1.152472e-20  2.426089e-24
[30,]  3.336684e-10  2.800028e-12  9.232956e-15  1.195112e-17  6.070324e-21
[31,]  9.977750e-09  2.013511e-10  1.600127e-12  4.995582e-15  6.121759e-18
[32,]  1.212228e-07  5.851831e-09  1.118742e-10  8.418833e-13  2.488466e-15
[33,]  6.100143e-07  6.911934e-08  3.160870e-09  5.723255e-11  4.078094e-13
[34,]  1.428726e-06  3.421342e-07  3.637176e-08  1.572756e-09  2.695956e-11
[35,]  2.696936e-06  8.815649e-07  1.804715e-07  1.770549e-08  7.212178e-10
[36,]  6.137343e-06  2.421513e-06  5.683519e-07  9.148306e-08  8.015409e-09
[37,]  9.745161e-06  6.710296e-06  2.274848e-06  3.965842e-07  4.624787e-08
[38,]  1.262916e-05  1.076014e-05  6.945585e-06  2.120767e-06  2.971574e-07
[39,]  1.565126e-05  1.353352e-05  1.106944e-05  6.703369e-06  1.890419e-06
[40,]  1.152571e-05  1.606705e-05  1.372041e-05  1.058020e-05  5.993074e-06
[41,]  7.311719e-06  1.104365e-05  1.585859e-05  1.312845e-05  9.389069e-06
[42,]  1.397991e-05  6.107066e-06  1.036308e-05  1.496477e-05  1.183914e-05
[43,]  2.713049e-05  1.222398e-05  5.181572e-06  9.413835e-06  1.343547e-05
[44,]  2.851047e-05  2.501763e-05  1.070582e-05  4.379146e-06  8.198773e-06
[45,]  1.637320e-05  2.619388e-05  2.240704e-05  9.138997e-06  3.608171e-06
[46,]  7.233878e-06  1.413166e-05  2.303374e-05  1.908855e-05  7.440050e-06
[47,]  4.632441e-06  5.359546e-06  1.170339e-05  1.909104e-05  1.526073e-05
[48,]  2.924931e-06  3.031639e-06  3.823309e-06  9.181037e-06  1.477493e-05
[49,]  9.252031e-07  1.850606e-06  1.848024e-06  2.618741e-06  6.759439e-06
[50,]  1.224018e-07  5.704769e-07  1.079412e-06  1.051766e-06  1.714182e-06
              [,46]         [,47]         [,48]         [,49]         [,50]
 [1,] 1.602422e-294 1.008721e-309  0.000000e+00  0.000000e+00  0.000000e+00
 [2,] 1.086905e-279 1.650980e-294 9.838930e-310  0.000000e+00  0.000000e+00
 [3,] 2.971275e-265 1.089055e-279 1.566072e-294 8.834954e-310  0.000000e+00
 [4,] 3.273818e-251 2.895466e-265 1.004702e-279 1.367688e-294 7.304309e-310
 [5,] 1.453715e-237 3.102413e-251 2.597613e-265 8.532583e-280 1.099586e-294
 [6,] 2.601734e-224 1.339801e-237 2.706899e-251 2.145533e-265 6.671766e-280
 [7,] 1.876553e-211 2.331819e-224 1.136796e-237 2.174213e-251 1.631414e-265
 [8,] 5.455014e-199 1.635634e-211 1.924110e-224 8.879855e-238 1.607772e-251
 [9,] 6.391281e-187 4.624185e-199 1.312610e-211 1.461735e-224 6.386226e-238
[10,] 3.017840e-175 5.268657e-187 3.608748e-199 9.697190e-212 1.022299e-224
[11,] 5.743282e-164 2.419474e-175 3.998843e-187 2.592870e-199 6.595835e-212
[12,] 4.404958e-153 4.477740e-164 1.785782e-175 2.794031e-187 1.715050e-199
[13,] 1.361634e-142 3.339903e-153 3.214101e-164 1.213441e-175 1.797300e-187
[14,] 1.696417e-132 1.004068e-142 2.331554e-153 2.124036e-164 7.591380e-176
[15,] 8.517740e-123 1.216498e-132 6.816319e-143 1.498382e-153 1.292224e-164
[16,] 1.723697e-113 5.940250e-123 8.031554e-133 4.260190e-143 8.865456e-154
[17,] 1.405833e-104 1.169053e-113 3.814043e-123 4.881707e-133 2.451323e-143
[18,]  4.621074e-96 9.272572e-105 7.299749e-114 2.254503e-123 2.731721e-133
[19,]  6.121931e-88  2.964166e-96 5.630754e-105 4.196297e-114 1.226898e-123
[20,]  3.268616e-80  3.818865e-88  1.750469e-96 3.147825e-105 2.220799e-114
[21,]  7.033676e-73  1.982940e-80  2.193240e-88  9.516973e-97 1.620146e-105
[22,]  6.100102e-66  4.149741e-73  1.107526e-80  1.159641e-88  4.763604e-97
[23,]  2.132188e-59  3.499983e-66  2.254007e-73  5.694837e-81  5.644819e-89
[24,]  3.003676e-53  1.189735e-59  1.848826e-66  1.127142e-73  2.695903e-81
[25,]  1.705359e-47  1.629933e-53  6.111836e-60  8.991065e-67  5.189114e-74
[26,]  3.902257e-42  8.999662e-48  8.143002e-54  2.890551e-60  4.025496e-67
[27,]  3.598754e-37  2.002713e-42  4.372536e-48  3.745296e-54  1.258582e-60
[28,]  1.337597e-32  1.796173e-37  9.462780e-43  1.955816e-48  1.585916e-54
[29,]  2.003719e-28  6.492538e-33  8.253552e-38  4.116297e-43  8.054069e-49
[30,]  1.209728e-24  9.458416e-29  2.901347e-33  3.491577e-38  1.648492e-43
[31,]  2.943633e-21  5.553436e-25  4.110514e-29  1.193640e-33  1.359862e-38
[32,]  2.886929e-18  1.314163e-21  2.347104e-25  1.644613e-29  4.521064e-34
[33,]  1.141225e-15  1.253398e-18  5.401440e-22  9.132522e-26  6.057898e-30
[34,]  1.818741e-13  4.818468e-16  5.010020e-19  2.043907e-22  3.271472e-26
[35,]  1.169433e-11  7.467930e-14  1.873039e-16  1.843658e-19  7.120397e-23
[36,]  3.051411e-10  4.672300e-12  2.823374e-14  6.703254e-17  6.246221e-20
[37,]  3.412653e-09  1.194103e-10  1.720285e-12  9.829128e-15  2.208695e-17
[38,]  2.444719e-08  1.397108e-09  4.345617e-11  5.843558e-13  3.151684e-15
[39,]  2.288288e-07  1.394734e-08  5.710257e-10  1.487697e-11  1.835970e-13
[40,]  1.579073e-06  1.728402e-07  8.493029e-09  2.442357e-10  4.900296e-12
[41,]  4.950226e-06  1.224182e-06  1.240958e-07  5.283994e-09  1.126606e-10
[42,]  7.737421e-06  3.774018e-06  8.770155e-07  8.327309e-08  3.212585e-09
[43,]  1.004794e-05  5.924703e-06  2.655208e-06  5.795193e-07  5.180089e-08
[44,]  1.142232e-05  8.012220e-06  4.218445e-06  1.724156e-06  3.529300e-07
[45,]  6.790176e-06  9.151941e-06  5.990756e-06  2.795014e-06  1.033697e-06
[46,]  2.847404e-06  5.310443e-06  6.879554e-06  4.190912e-06  1.724507e-06
[47,]  5.694083e-06  2.125167e-06  3.898938e-06  4.831976e-06  2.736877e-06
[48,]  1.136053e-05  4.062225e-06  1.487604e-06  2.674481e-06  3.160116e-06
[49,]  1.061961e-05  7.840897e-06  2.688676e-06  9.713553e-07  1.707474e-06
[50,]  4.641374e-06  7.067476e-06  5.005646e-06  1.646722e-06  5.895585e-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  
  -792.3225       0.2635  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/75vk01226416016.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] 217.9373 231.5949 245.2526 258.9103 272.5679 286.2256 299.8832 313.5409
 [9] 327.1986 340.8562 354.5139 368.1716 381.8292 395.4869 409.1445 422.8022
[17] 436.4599 450.1175 463.7752 477.4329 491.0905 504.7482 518.4058 532.0635
[25] 545.7212 559.3788 573.0365 586.6942 600.3518 614.0095 627.6671 641.3248
[33] 654.9825 668.6401 682.2978 695.9555 709.6131 723.2708 736.9284 750.5861
[41] 764.2438 777.9014 791.5591 805.2168 818.8744 832.5321 846.1897 859.8474
[49] 873.5051 887.1627

$yords
 [1] 1607.606 1662.794 1717.981 1773.169 1828.356 1883.544 1938.731 1993.919
 [9] 2049.106 2104.294 2159.481 2214.669 2269.856 2325.044 2380.231 2435.419
[17] 2490.606 2545.794 2600.981 2656.169 2711.356 2766.544 2821.731 2876.919
[25] 2932.106 2987.294 3042.481 3097.669 3152.856 3208.044 3263.231 3318.419
[33] 3373.606 3428.794 3483.981 3539.169 3594.356 3649.544 3704.731 3759.919
[41] 3815.106 3870.294 3925.481 3980.669 4035.856 4091.044 4146.231 4201.419
[49] 4256.606 4311.794

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.388804e-09 1.210883e-08 3.002774e-08 6.692793e-08 1.340776e-07
 [2,] 1.581338e-08 4.141946e-08 9.750985e-08 2.063273e-07 3.924003e-07
 [3,] 5.111020e-08 1.270898e-07 2.840393e-07 5.705717e-07 1.030164e-06
 [4,] 1.481817e-07 3.498013e-07 7.421856e-07 1.415363e-06 2.425982e-06
 [5,] 3.853768e-07 8.636462e-07 1.739605e-06 3.149412e-06 5.124751e-06
 [6,] 8.990434e-07 1.912734e-06 3.657572e-06 6.286304e-06 9.710961e-06
 [7,] 1.881394e-06 3.799945e-06 6.898253e-06 1.125551e-05 1.650652e-05
 [8,] 3.531693e-06 6.771799e-06 1.167050e-05 1.807753e-05 2.516826e-05
 [9,] 5.946896e-06 1.082518e-05 1.771104e-05 2.604457e-05 3.442349e-05
[10,] 8.982594e-06 1.552280e-05 2.411030e-05 3.365888e-05 4.223391e-05
[11,] 1.217075e-05 1.996684e-05 2.944191e-05 3.902001e-05 4.648088e-05
[12,] 1.479237e-05 2.303849e-05 3.225046e-05 4.057745e-05 4.588847e-05
[13,] 1.612740e-05 2.384560e-05 3.168997e-05 3.785403e-05 4.064373e-05
[14,] 1.577274e-05 2.214074e-05 2.793622e-05 3.168581e-05 3.231106e-05
[15,] 1.383913e-05 1.844588e-05 2.210431e-05 2.382241e-05 2.310682e-05
[16,] 1.089859e-05 1.380277e-05 1.573247e-05 1.616322e-05 1.501733e-05
[17,] 7.720133e-06 9.319956e-06 1.017379e-05 1.011062e-05 9.274053e-06
[18,] 4.967762e-06 5.799325e-06 6.245212e-06 6.359981e-06 6.367193e-06
[19,] 3.031842e-06 3.622385e-06 4.247190e-06 5.096782e-06 6.394660e-06
[20,] 2.044300e-06 2.870659e-06 4.205347e-06 6.321230e-06 9.382372e-06
[21,] 2.000206e-06 3.514175e-06 6.084058e-06 1.001098e-05 1.532129e-05
[22,] 2.862177e-06 5.502430e-06 9.803623e-06 1.601115e-05 2.392306e-05
[23,] 4.567899e-06 8.699028e-06 1.507032e-05 2.377098e-05 3.433258e-05
[24,] 6.948598e-06 1.273341e-05 2.118817e-05 3.219083e-05 4.510349e-05
[25,] 9.642342e-06 1.692314e-05 2.706541e-05 3.979663e-05 5.456704e-05
[26,] 1.210489e-05 2.039130e-05 3.150736e-05 4.522138e-05 6.140360e-05
[27,] 1.376059e-05 2.236515e-05 3.366290e-05 4.770732e-05 6.502816e-05
[28,] 1.422672e-05 2.248722e-05 3.334059e-05 4.729193e-05 6.554118e-05
[29,] 1.347123e-05 2.093336e-05 3.098619e-05 4.458160e-05 6.337049e-05
[30,] 1.179800e-05 1.826525e-05 2.736665e-05 4.033822e-05 5.896988e-05
[31,] 9.676034e-06 1.513622e-05 2.320937e-05 3.520057e-05 5.280721e-05
[32,] 7.533634e-06 1.205024e-05 1.902021e-05 2.966583e-05 4.553115e-05
[33,] 5.638033e-06 9.287610e-06 1.510692e-05 2.419679e-05 3.802594e-05
[34,] 4.092777e-06 6.962732e-06 1.167532e-05 1.925485e-05 3.120827e-05
[35,] 2.900687e-06 5.108088e-06 8.871476e-06 1.520076e-05 2.569721e-05
[36,] 2.024094e-06 3.715090e-06 6.754945e-06 1.216588e-05 2.160752e-05
[37,] 1.412678e-06 2.735929e-06 5.267735e-06 1.001925e-05 1.860236e-05
[38,] 1.009010e-06 2.083402e-06 4.252906e-06 8.460643e-06 1.614384e-05
[39,] 7.516349e-07 1.649482e-06 3.518604e-06 7.172002e-06 1.377249e-05
[40,] 5.834363e-07 1.334943e-06 2.906581e-06 5.938456e-06 1.127572e-05
[41,] 4.610220e-07 1.072003e-06 2.330000e-06 4.691100e-06 8.700744e-06
[42,] 3.590439e-07 8.300531e-07 1.772209e-06 3.476959e-06 6.252484e-06
[43,] 2.679742e-07 6.067678e-07 1.259651e-06 2.392205e-06 4.154646e-06
[44,] 1.879638e-07 4.130120e-07 8.287330e-07 1.518320e-06 2.544915e-06
[45,] 1.223761e-07 2.595535e-07 5.019265e-07 8.868325e-07 1.439104e-06
[46,] 7.339295e-08 1.498788e-07 2.793240e-07 4.776068e-07 7.570225e-07
[47,] 4.037612e-08 7.941184e-08 1.431666e-07 2.390945e-07 3.765874e-07
[48,] 2.035460e-08 3.871171e-08 6.815968e-08 1.131546e-07 1.818836e-07
[49,] 9.431580e-09 1.751612e-08 3.066551e-08 5.199127e-08 8.791554e-08
[50,] 4.053515e-09 7.486416e-09 1.339202e-08 2.390309e-08 4.334072e-08
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.414180e-07 3.907034e-07 5.683149e-07 7.430109e-07 8.731034e-07
 [2,] 6.707584e-07 1.030546e-06 1.423091e-06 1.766292e-06 1.970409e-06
 [3,] 1.671732e-06 2.438324e-06 3.196542e-06 3.766463e-06 3.988884e-06
 [4,] 3.737417e-06 5.175113e-06 6.440690e-06 7.204590e-06 7.243535e-06
 [5,] 7.495151e-06 9.852631e-06 1.164095e-05 1.236200e-05 1.179923e-05
 [6,] 1.348321e-05 1.682630e-05 1.887333e-05 1.902710e-05 1.724096e-05
 [7,] 2.175757e-05 2.577682e-05 2.744812e-05 2.627002e-05 2.259819e-05
 [8,] 3.149426e-05 3.542208e-05 3.580809e-05 3.253518e-05 2.657003e-05
 [9,] 4.089375e-05 4.366400e-05 4.190397e-05 3.614541e-05 2.802353e-05
[10,] 4.763078e-05 4.828139e-05 4.398850e-05 3.602227e-05 2.651513e-05
[11,] 4.976549e-05 4.789085e-05 4.142429e-05 3.220750e-05 2.251276e-05
[12,] 4.664438e-05 4.261745e-05 3.500289e-05 2.584890e-05 1.717480e-05
[13,] 3.922816e-05 3.404057e-05 2.656783e-05 1.866789e-05 1.184287e-05
[14,] 2.963301e-05 2.446073e-05 1.820512e-05 1.226948e-05 7.579262e-06
[15,] 2.020353e-05 1.597928e-05 1.152128e-05 7.709483e-06 4.999337e-06
[16,] 1.270682e-05 9.934969e-06 7.385285e-06 5.492062e-06 4.414623e-06
[17,] 8.056086e-06 6.905478e-06 6.136338e-06 5.864339e-06 6.115395e-06
[18,] 6.545565e-06 7.077182e-06 7.969405e-06 9.131674e-06 1.059649e-05
[19,] 8.259865e-06 1.060477e-05 1.317697e-05 1.578667e-05 1.863534e-05
[20,] 1.329542e-05 1.768608e-05 2.210446e-05 2.642740e-05 3.125408e-05
[21,] 2.164479e-05 2.833897e-05 3.491442e-05 4.159042e-05 4.962665e-05
[22,] 3.287711e-05 4.210634e-05 5.138863e-05 6.162614e-05 7.489055e-05
[23,] 4.592527e-05 5.797538e-05 7.092387e-05 8.658930e-05 1.076962e-04
[24,] 5.923101e-05 7.461034e-05 9.263964e-05 1.159655e-04 1.473991e-04
[25,] 7.121162e-05 9.069627e-05 1.153510e-04 1.481552e-04 1.911874e-04
[26,] 8.071673e-05 1.050695e-04 1.373104e-04 1.800239e-04 2.338717e-04
[27,] 8.713872e-05 1.165526e-04 1.560168e-04 2.071390e-04 2.690142e-04
[28,] 9.017707e-05 1.238050e-04 1.685876e-04 2.250608e-04 2.912682e-04
[29,] 8.960560e-05 1.255890e-04 1.728260e-04 2.312370e-04 2.987451e-04
[30,] 8.536491e-05 1.214495e-04 1.684240e-04 2.263420e-04 2.938734e-04
[31,] 7.791046e-05 1.122969e-04 1.574013e-04 2.140445e-04 2.820301e-04
[32,] 6.841550e-05 1.003146e-04 1.433075e-04 1.991940e-04 2.686767e-04
[33,] 5.851696e-05 8.810856e-05 1.295984e-04 1.854899e-04 2.566877e-04
[34,] 4.970038e-05 7.760621e-05 1.181677e-04 1.739888e-04 2.453596e-04
[35,] 4.273091e-05 6.938044e-05 1.088495e-04 1.631821e-04 2.314724e-04
[36,] 3.748578e-05 6.273394e-05 1.000263e-04 1.503871e-04 2.115953e-04
[37,] 3.323432e-05 5.637412e-05 8.984037e-05 1.335292e-04 1.842697e-04
[38,] 2.913631e-05 4.922065e-05 7.728871e-05 1.123521e-04 1.509614e-04
[39,] 2.466503e-05 4.092741e-05 6.269464e-05 8.855206e-05 1.154608e-04
[40,] 1.977768e-05 3.194168e-05 4.745547e-05 6.494950e-05 8.224902e-05
[41,] 1.482346e-05 2.318221e-05 3.333260e-05 4.426766e-05 5.478708e-05
[42,] 1.030064e-05 1.557388e-05 2.171321e-05 2.817430e-05 3.455524e-05
[43,] 6.611106e-06 9.686378e-06 1.319272e-05 1.697304e-05 2.111394e-05
[44,] 3.922370e-06 5.613726e-06 7.585404e-06 9.912481e-06 1.287661e-05
[45,] 2.166548e-06 3.078122e-06 4.230588e-06 5.784357e-06 8.023665e-06
[46,] 1.131981e-06 1.637950e-06 2.359513e-06 3.449271e-06 5.112998e-06
[47,] 5.741472e-07 8.720507e-07 1.344514e-06 2.099973e-06 3.261267e-06
[48,] 2.914362e-07 4.741512e-07 7.808609e-07 1.276382e-06 2.028282e-06
[49,] 1.509853e-07 2.623151e-07 4.517009e-07 7.550155e-07 1.213088e-06
[50,] 7.946357e-08 1.442531e-07 2.539161e-07 4.294775e-07 7.018235e-07
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[12,] 7.490421e-05 6.063631e-05 4.609313e-05 3.273389e-05 2.159575e-05
[13,] 9.238708e-05 7.276570e-05 5.365552e-05 3.684733e-05 2.343172e-05
[14,] 1.045874e-04 8.009780e-05 5.726418e-05 3.800656e-05 2.328177e-05
[15,] 1.091133e-04 8.125925e-05 5.631837e-05 3.611276e-05 2.130089e-05
[16,] 1.055585e-04 7.646988e-05 5.137688e-05 3.182035e-05 1.806819e-05
[17,] 9.543010e-05 6.726267e-05 4.380103e-05 2.619774e-05 1.432156e-05
[18,] 8.128016e-05 5.572718e-05 3.516546e-05 2.031820e-05 1.070976e-05
[19,] 6.569045e-05 4.379947e-05 2.680571e-05 1.500648e-05 7.675952e-06
[20,] 5.070358e-05 3.294486e-05 1.966833e-05 1.079242e-05 5.464909e-06
[21,] 3.779649e-05 2.419097e-05 1.436596e-05 7.969662e-06 4.173076e-06
[22,] 2.806733e-05 1.823888e-05 1.124320e-05 6.636851e-06 3.774156e-06
[23,] 2.227820e-05 1.544380e-05 1.034783e-05 6.678732e-06 4.110969e-06
[24,] 2.066055e-05 1.566370e-05 1.134321e-05 7.730442e-06 4.890202e-06
[25,] 2.265056e-05 1.812787e-05 1.347782e-05 9.202058e-06 5.723983e-06
[26,] 2.680986e-05 2.149968e-05 1.571444e-05 1.041145e-05 6.231766e-06
[27,] 3.110800e-05 2.421375e-05 1.703032e-05 1.079966e-05 6.166958e-06
[28,] 3.354841e-05 2.499775e-05 1.677410e-05 1.012828e-05 5.500318e-06
[29,] 3.288517e-05 2.333290e-05 1.489046e-05 8.544558e-06 4.407987e-06
[30,] 2.905394e-05 1.959170e-05 1.187721e-05 6.472695e-06 3.170721e-06
[31,] 2.306532e-05 1.477138e-05 8.503301e-06 4.399886e-06 2.046318e-06
[32,] 1.643562e-05 9.993853e-06 5.462093e-06 2.683230e-06 1.184748e-06
[33,] 1.050783e-05 6.066048e-06 3.147520e-06 1.467907e-06 6.153113e-07
[34,] 6.026689e-06 3.302960e-06 1.627025e-06 7.203619e-07 2.866633e-07
[35,] 3.100711e-06 1.613289e-06 7.544467e-07 3.171097e-07 1.197995e-07
[36,] 1.431041e-06 7.068510e-07 3.138111e-07 1.252199e-07 4.490996e-08
[37,] 5.924463e-07 2.778105e-07 1.170881e-07 4.435490e-08 1.510201e-08
[38,] 2.200141e-07 9.794312e-08 3.918879e-08 1.409335e-08 4.555445e-09
[39,] 7.329189e-08 3.097440e-08 1.176561e-08 4.016894e-09 1.232624e-09
[40,] 2.190110e-08 8.786917e-09 3.168631e-09 1.027002e-09 2.991816e-10
[41,] 5.870567e-09 2.236013e-09 7.654784e-10 2.355353e-10 6.513933e-11
[42,] 1.411556e-09 5.104063e-10 1.658816e-10 4.845570e-11 1.272201e-11
[43,] 3.044528e-10 1.045108e-10 3.224536e-11 8.942055e-12 2.228804e-12
[44,] 5.890422e-11 1.919602e-11 5.622646e-12 1.480248e-12 3.502616e-13
[45,] 1.022295e-11 3.162749e-12 8.794632e-13 2.198037e-13 4.937607e-14
[46,] 1.591518e-12 4.674375e-13 1.233957e-13 2.927797e-14 6.243759e-15
[47,] 2.222540e-13 6.197051e-14 1.553049e-14 3.498240e-15 7.082365e-16
[48,] 2.784154e-14 7.369740e-15 1.753379e-15 3.749418e-16 7.206364e-17
[49,] 3.128525e-15 7.861798e-16 1.775698e-16 3.604795e-17 6.577433e-18
[50,] 3.153481e-16 7.523079e-17 1.613118e-17 3.108861e-18 5.385187e-19

> 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  
   4022.120       -2.112  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1ob4u1226416016.ps tmp/1ob4u1226416016.png")
> system("convert tmp/2fau01226416016.ps tmp/2fau01226416016.png")
> system("convert tmp/3srjg1226416016.ps tmp/3srjg1226416016.png")
> system("convert tmp/49zmm1226416016.ps tmp/49zmm1226416016.png")
> system("convert tmp/5lsng1226416016.ps tmp/5lsng1226416016.png")
> system("convert tmp/66ir81226416016.ps tmp/66ir81226416016.png")
> system("convert tmp/75vk01226416016.ps tmp/75vk01226416016.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.162   1.258   2.507