R version 2.6.0 (2007-10-03)
Copyright (C) 2007 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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> z <- c(2468.9,2469.2,2417.7,2411.1,2361.0,1924.1,2486.9,2674.9,2296.2,2101.5,2322.0,2273.8,2501.3,2435.2,2273.3,2454.7,2328.8,1897.0,2608.1,2712.3,2322.0,2282.6,2241.1,2417.2,2829.0,2600.6,2321.0,2768.5,2457.3,2142.7,2764.4,2788.9,2679.5,2536.5,2682.7,2699.6,3097.8,3015.2,2878.0,3010.9,2612.3,2419.3,3096.5,3013.0,3397.4,3423.1,3298.7,3065.7,3918.3,3154.4,3334.7,3461.6,3018.5,2832.0,3301.3,3342.8,3464.4,3016.6,3201.3,3135.3,3549.8)
> y <- c(12710.3,12120.8,12469.5,12054.6,12112.9,9617.2,12645.8,13581.3,12162.3,10969.7,11880.0,11887.6,12926.9,12300.0,12092.8,12380.8,12196.9,9455.0,13168.0,13427.9,11980.5,11884.8,11691.7,12233.8,14341.4,13130.7,12421.1,14285.8,12864.6,11160.2,14316.2,14388.7,14013.9,13419.0,12769.6,13315.5,15332.9,14243.0,13824.4,14962.9,13202.9,12199.0,15508.9,14199.8,15169.6,14058.0,13786.2,14147.9,16541.7,13587.5,15582.4,15802.8,14130.5,12923.2,15612.2,16033.7,16036.6,14037.8,15330.6,15038.3,17401.8)
> x <- c(15859.4,15258.9,15498.6,15106.5,15023.6,12083.0,15761.3,16942.6,15070.3,13659.6,14768.9,14725.1,15998.1,15370.6,14956.9,15469.7,15101.8,11703.7,16283.6,16726.5,14968.9,14861.0,14583.3,15305.8,17903.9,16379.4,15420.3,17870.5,15912.8,13866.5,17823.2,17872.0,17422.0,16704.5,15991.2,16583.6,19123.5,17838.7,17209.4,18586.5,16258.1,15141.6,19202.1,17746.5,19090.1,18040.3,17515.5,17751.8,21072.4,17170.0,19439.5,19795.4,17574.9,16165.4,19464.6,19932.1,19961.2,17343.4,18924.2,18574.1,21350.6)
> 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: Wessa P., (2007), 3-Dimensional Scatterplots (v1.0.3) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_cloud.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description
> 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/103m51194256397.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/2r0791194256397.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/3ihk21194256397.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/408rm1194256397.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/5a2hz1194256397.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  
    94.6546       0.7965  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6gofm1194256398.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]  8498.724  8699.935  8901.146  9102.358  9303.569  9504.780  9705.991
 [8]  9907.203 10108.414 10309.625 10510.837 10712.048 10913.259 11114.470
[15] 11315.682 11516.893 11718.104 11919.315 12120.527 12321.738 12522.949
[22] 12724.161 12925.372 13126.583 13327.794 13529.006 13730.217 13931.428
[29] 14132.639 14333.851 14535.062 14736.273 14937.485 15138.696 15339.907
[36] 15541.118 15742.330 15943.541 16144.752 16345.963 16547.175 16748.386
[43] 16949.597 17150.809 17352.020 17553.231 17754.442 17955.654 18156.865
[50] 18358.076

$yords
 [1] 1639.475 1691.237 1742.999 1794.761 1846.524 1898.286 1950.048 2001.810
 [9] 2053.573 2105.335 2157.097 2208.860 2260.622 2312.384 2364.146 2415.909
[17] 2467.671 2519.433 2571.195 2622.958 2674.720 2726.482 2778.244 2830.007
[25] 2881.769 2933.531 2985.293 3037.056 3088.818 3140.580 3192.342 3244.105
[33] 3295.867 3347.629 3399.391 3451.154 3502.916 3554.678 3606.440 3658.203
[41] 3709.965 3761.727 3813.490 3865.252 3917.014 3968.776 4020.539 4072.301
[49] 4124.063 4175.825

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  5.371394e-06  4.422689e-06  1.802313e-06  3.633281e-07  3.621173e-08
 [2,]  5.222520e-06  8.511798e-06  6.874202e-06  2.748231e-06  5.436238e-07
 [3,]  2.409867e-06  7.652880e-06  1.222286e-05  9.681367e-06  3.796839e-06
 [4,]  6.974822e-07  3.319701e-06  1.017107e-05  1.590621e-05  1.235497e-05
 [5,]  4.562471e-07  1.115559e-06  4.215373e-06  1.227128e-05  1.876054e-05
 [6,]  4.096429e-07  1.002802e-06  1.819048e-06  5.008057e-06  1.346405e-05
 [7,]  2.178063e-07  9.071979e-07  2.075766e-06  3.027577e-06  5.706162e-06
 [8,]  7.892664e-08  4.862552e-07  1.869225e-06  4.017285e-06  5.050163e-06
 [9,]  2.540258e-08  1.904395e-07  1.029259e-06  3.607648e-06  7.266072e-06
[10,]  6.583079e-09  6.554931e-08  4.367808e-07  2.074469e-06  6.569956e-06
[11,]  1.067958e-09  1.687152e-08  1.569555e-07  9.460480e-07  3.984125e-06
[12,]  9.586686e-11  2.626544e-09  3.961822e-08  3.471376e-07  1.921677e-06
[13,]  4.579921e-12  2.251562e-10  5.912944e-09  8.523761e-08  7.071986e-07
[14,]  1.177693e-13  1.040386e-11  4.869316e-10  1.221622e-08  1.681952e-07
[15,]  1.725412e-15  2.676844e-13  2.210984e-11  9.762657e-10  2.326144e-08
[16,]  1.516991e-17  4.086869e-15  5.830073e-13  4.450111e-11  1.832311e-09
[17,]  7.765755e-20  3.757461e-17  9.380288e-15  1.228980e-12  8.596577e-11
[18,]  2.121029e-22  1.936462e-19  8.892966e-17  2.079660e-14  2.518191e-12
[19,]  2.885123e-25  5.130978e-22  4.527518e-19  1.993577e-16  4.420167e-14
[20,]  1.892336e-28  6.647856e-25  1.152375e-21  9.878444e-19  4.203006e-16
[21,]  5.922258e-32  4.130086e-28  1.418593e-24  2.401724e-21  2.006935e-18
[22,]  8.826873e-36  1.223796e-31  8.352654e-28  2.807253e-24  4.648307e-21
[23,]  6.264636e-40  1.727701e-35  2.345396e-31  1.567506e-27  5.158847e-24
[24,]  2.114422e-44  1.160626e-39  3.135840e-35  4.171020e-31  2.731767e-27
[25,]  3.382952e-49  3.699178e-44  1.990873e-39  5.274557e-35  6.880628e-31
[26,]  2.553624e-54  5.568629e-49  5.976086e-44  3.156811e-39  8.210181e-35
[27,]  9.045845e-60  3.938371e-54  8.437261e-49  8.896037e-44  4.617668e-39
[28,]  1.495955e-65  1.301720e-59  5.572834e-54  1.174060e-48  1.217555e-43
[29,]  1.149752e-71  2.001328e-65  1.713729e-59  7.220592e-54  1.497416e-48
[30,]  4.091875e-78  1.425788e-71  2.443757e-65  2.060761e-59  8.552583e-54
[31,]  6.724485e-85  4.692890e-78  1.610879e-71  2.720324e-65  2.260723e-59
[32,]  5.092362e-92  7.120637e-85  4.897100e-78  1.656806e-71  2.758350e-65
[33,]  1.774421e-99  4.972761e-92  6.854021e-85  4.647183e-78  1.550465e-71
[34,] 2.841937e-107  1.596561e-99  4.411190e-92  5.995321e-85  4.009455e-78
[35,] 2.090684e-115 2.354811e-107  1.304428e-99  3.554397e-92  4.765652e-85
[36,] 7.061497e-124 1.594853e-115 1.771518e-107 9.679559e-100  2.602432e-92
[37,] 1.095121e-132 4.960628e-124 1.105183e-115 1.211274e-107 6.532721e-100
[38,] 7.809281e-142 7.099284e-133 3.174898e-124 6.986539e-116 7.567752e-108
[39,] 2.578006e-151 4.714937e-142 4.245456e-133 1.882819e-124 4.114990e-116
[40,] 4.050240e-161 1.504050e-151 2.757478e-142 2.498147e-133 1.119506e-124
[41,] 3.333781e-171 2.583833e-161 9.948995e-152 1.905047e-142 1.815339e-133
[42,] 1.778425e-181 2.985963e-171 2.495415e-161 1.037091e-151 2.140767e-142
[43,] 6.963394e-192 2.502386e-181 4.444294e-171 3.896855e-161 1.685080e-151
[44,] 1.676217e-202 1.240050e-191 4.512090e-181 8.072863e-171 7.099222e-161
[45,] 2.049100e-213 3.061985e-202 2.247033e-191 8.098457e-181 1.433208e-170
[46,] 1.180348e-224 3.543022e-213 5.220754e-202 3.776998e-191 1.341435e-180
[47,] 3.138587e-236 1.889803e-224 5.585372e-213 8.104209e-202 5.772357e-191
[48,] 3.832810e-248 4.627768e-236 2.742637e-224 7.979600e-213 1.139651e-201
[49,] 2.146969e-260 5.197768e-248 6.176566e-236 3.603235e-224 1.031845e-212
[50,] 5.514850e-273 2.677030e-260 6.378378e-248 7.460761e-236 4.283829e-224
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  1.783266e-09  4.336335e-11  5.203472e-13  3.079357e-15  8.983133e-18
 [2,]  5.317738e-08  2.570874e-09  6.138852e-11  7.235498e-13  4.206884e-15
 [3,]  7.368965e-07  7.074093e-08  3.357123e-09  7.870959e-11  9.111225e-13
 [4,]  4.752815e-06  9.049796e-07  8.525079e-08  3.970942e-09  9.140362e-11
 [5,]  1.428728e-05  5.390783e-06  1.006956e-06  9.307366e-08  4.254792e-09
 [6,]  2.005826e-05  1.497189e-05  5.540354e-06  1.015164e-06  9.206067e-08
 [7,]  1.348438e-05  1.944865e-05  1.421841e-05  5.159670e-06  9.273273e-07
 [8,]  6.456337e-06  1.242237e-05  1.711775e-05  1.223876e-05  4.354426e-06
 [9,]  8.248307e-06  7.522276e-06  1.069768e-05  1.370830e-05  9.552553e-06
[10,]  1.233392e-05  1.297784e-05  9.213460e-06  8.896272e-06  1.005082e-05
[11,]  1.136104e-05  1.978055e-05  1.954747e-05  1.181422e-05  7.571577e-06
[12,]  7.271696e-06  1.872581e-05  3.018152e-05  2.821544e-05  1.555580e-05
[13,]  3.638935e-06  1.255130e-05  2.943266e-05  4.403701e-05  3.918269e-05
[14,]  1.325579e-06  6.396644e-06  2.037672e-05  4.400384e-05  6.154513e-05
[15,]  3.051088e-07  2.286928e-06  1.041390e-05  3.097423e-05  6.231977e-05
[16,]  4.109417e-08  5.108583e-07  3.638372e-06  1.569592e-05  4.396143e-05
[17,]  3.260219e-09  6.800712e-08  7.945167e-07  5.357534e-06  2.193383e-05
[18,]  1.611705e-10  5.577681e-09  1.067935e-07  1.158581e-06  7.345017e-06
[19,]  5.003164e-12  2.948807e-10  9.291371e-09  1.615425e-07  1.604478e-06
[20,]  8.930109e-14  9.570407e-12  5.257633e-10  1.518040e-08  2.387903e-07
[21,]  8.296119e-16  1.703091e-13  1.748020e-11  9.076004e-10  2.432719e-08
[22,]  3.795073e-18  1.529893e-15  3.052570e-13  3.027686e-11  1.504594e-09
[23,]  8.363716e-21  6.683196e-18  2.634444e-15  5.130727e-13  4.950309e-11
[24,]  8.811721e-24  1.400314e-20  1.096774e-17  4.236587e-15  8.079111e-13
[25,]  4.420514e-27  1.399063e-23  2.181996e-20  1.677659e-17  6.362327e-15
[26,]  1.051586e-30  6.635171e-27  2.063044e-23  3.162141e-20  2.390313e-17
[27,]  1.180340e-34  1.486247e-30  9.221868e-27  2.820771e-23  4.255229e-20
[28,]  6.217365e-39  1.563848e-34  1.938241e-30  1.184225e-26  3.568359e-23
[29,]  1.528941e-43  7.689085e-39  1.905259e-34  2.327155e-30  1.401813e-26
[30,]  1.747464e-48  1.758408e-43  8.717528e-39  2.130243e-34  2.567035e-30
[31,]  9.248767e-54  1.863327e-48  1.849368e-43  9.046645e-39  2.182155e-34
[32,]  2.260536e-59  9.122529e-54  1.813505e-48  1.776725e-43  8.582650e-39
[33,]  2.546239e-65  2.059001e-59  8.201400e-54  1.609863e-48  1.557961e-43
[34,]  1.319804e-71  2.139131e-65  1.707728e-59  6.718086e-54  1.302896e-48
[35,]  3.145010e-78  1.021917e-71  1.635491e-65  1.289761e-59  5.014019e-54
[36,]  3.443891e-85  2.243960e-78  7.201453e-72  1.138812e-65  8.877621e-60
[37,]  1.734310e-92  2.267228e-85  1.459985e-78  4.633200e-72  7.249132e-66
[38,] 4.036519e-100  1.060638e-92  1.373503e-85  8.770537e-79  2.763066e-72
[39,] 4.434691e-108 2.358226e-100  6.192007e-93  8.034342e-86  5.155791e-79
[40,] 2.484228e-116 2.732640e-108 1.491476e-100  4.042816e-93  5.446302e-86
[41,] 8.611801e-125 2.034004e-116 2.390895e-108 1.397712e-100  4.060136e-93
[42,] 2.191803e-133 1.111646e-124 2.789118e-116 3.457433e-108 2.115418e-100
[43,] 3.590193e-142 3.766569e-133 1.944534e-124 4.937302e-116 6.163782e-108
[44,] 3.067476e-151 6.511876e-142 6.790188e-133 3.477150e-124 8.744603e-116
[45,] 1.245288e-160 5.312797e-151 1.112807e-141 1.144239e-132 5.776442e-124
[46,] 2.338638e-170 2.001638e-160 8.410081e-151 1.734501e-141 1.756163e-132
[47,] 2.018112e-180 3.463793e-170 2.918358e-160 1.206908e-150 2.450301e-141
[48,] 7.989259e-191 2.749496e-180 4.644902e-170 3.851642e-160 1.567919e-150
[49,] 1.450368e-201 1.000815e-190 3.390048e-180 5.636404e-170 4.600525e-160
[50,] 1.207318e-212 1.670413e-201 1.134494e-190 3.782018e-180 6.189492e-170
              [,11]         [,12]         [,13]         [,14]         [,15]
 [1,]  1.304681e-20  1.829880e-23  3.443130e-25  7.208307e-27  8.368914e-29
 [2,]  1.207381e-17  1.882152e-20  1.297461e-22  4.451740e-24  9.487115e-26
 [3,]  5.204917e-15  1.483647e-17  4.104513e-20  1.393772e-21  5.276615e-23
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[10,]  6.770064e-06  2.311027e-06  3.921660e-07  3.305378e-08  1.403005e-09
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[14,]  5.248592e-05  2.707649e-05  9.460552e-06  3.049508e-06  1.126915e-06
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[50,] 4.972006e-160 1.960722e-150 3.795440e-141 3.606610e-132 1.682282e-123
              [,16]         [,17]        [,18]        [,19]        [,20]
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[27,] 4.819636e-05 3.098096e-05 1.508108e-05 8.010639e-06 9.253678e-06
[28,] 5.813524e-05 5.205604e-05 3.278983e-05 1.491467e-05 7.268163e-06
[29,] 5.123254e-05 5.835277e-05 5.306457e-05 3.313618e-05 1.479403e-05
[30,] 4.224079e-05 4.820368e-05 5.619551e-05 5.082696e-05 3.186932e-05
[31,] 4.488238e-05 4.034130e-05 4.637863e-05 5.234257e-05 4.610615e-05
[32,] 5.394266e-05 4.421533e-05 4.118626e-05 4.596792e-05 4.811963e-05
[33,] 4.599342e-05 5.050994e-05 4.448094e-05 4.357976e-05 4.682778e-05
[34,] 2.185142e-05 3.963138e-05 4.663063e-05 4.454823e-05 4.609725e-05
[35,] 5.310667e-06 1.741834e-05 3.352764e-05 4.212711e-05 4.350034e-05
[36,] 6.367813e-07 3.975731e-06 1.373128e-05 2.779825e-05 3.690081e-05
[37,] 3.753549e-08 4.592749e-07 2.994706e-06 1.074198e-05 2.245876e-05
[38,] 1.149047e-09 2.776958e-08 3.490433e-07 2.318186e-06 8.386641e-06
[39,] 2.134583e-11 1.004690e-09 2.411291e-08 2.976909e-07 1.920826e-06
[40,] 2.789084e-13 2.527586e-11 1.146323e-09 2.615855e-08 3.029458e-07
[41,] 2.329980e-15 4.123997e-13 3.608592e-11 1.564707e-09 3.374095e-08
[42,] 1.029374e-17 3.615503e-15 6.247232e-13 5.314516e-11 2.228346e-09
[43,] 2.180199e-20 1.530267e-17 5.275802e-15 8.936370e-13 7.439108e-11
[44,] 2.143799e-23 3.013988e-20 2.080428e-17 7.050980e-15 1.173457e-12
[45,] 9.698446e-27 2.733097e-23 3.780983e-20 2.567818e-17 8.561307e-15
[46,] 2.013622e-30 1.137675e-26 3.155285e-23 4.295832e-20 2.871061e-17
[47,] 1.917436e-34 2.172077e-30 1.207828e-26 3.296987e-23 4.417808e-20
[48,] 8.372399e-39 1.901633e-34 2.120202e-30 1.160402e-26 3.117558e-23
[49,] 1.676270e-43 7.633880e-39 1.706554e-34 1.872729e-30 1.008797e-26
[50,] 1.538857e-48 1.405156e-43 6.298311e-39 1.385811e-34 1.496778e-30
              [,31]         [,32]         [,33]         [,34]         [,35]
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[12,]  3.263497e-33  5.159400e-37  4.004714e-41  1.526010e-45  2.854548e-50
[13,]  4.256319e-29  1.348804e-32  2.098882e-36  1.603512e-40  6.014025e-45
[14,]  2.546466e-25  1.617121e-28  5.044262e-32  7.726033e-36  5.809668e-40
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[17,]  5.111885e-16  2.600368e-18  6.519229e-21  8.037887e-24  4.868999e-27
[18,]  1.366433e-13  1.384989e-15  6.941514e-18  1.713677e-20  2.080057e-23
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[20,]  9.763823e-10  3.855007e-11  7.650115e-13  7.538221e-15  3.666112e-17
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[25,]  1.401263e-05  1.049091e-05  4.968388e-06  1.339233e-06  1.932391e-07
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[28,]  8.336336e-06  1.283943e-05  1.699341e-05  1.944488e-05  1.597752e-05
[29,]  6.760854e-06  7.050948e-06  1.082591e-05  1.503793e-05  1.806783e-05
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[36,]  4.083834e-05  4.661245e-05  4.895789e-05  4.147588e-05  2.878017e-05
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[39,]  6.696930e-06  1.364684e-05  1.946192e-05  2.500186e-05  3.111837e-05
[40,]  1.809226e-06  5.773521e-06  1.079972e-05  1.474150e-05  1.906997e-05
[41,]  3.640285e-07  1.988827e-06  5.671641e-06  9.269172e-06  1.123218e-05
[42,]  4.613326e-08  4.730535e-07  2.418724e-06  6.286841e-06  8.929026e-06
[43,]  3.044930e-09  6.132779e-08  6.086355e-07  2.985699e-06  7.313981e-06
[44,]  9.591043e-11  3.850577e-09  7.595936e-08  7.366796e-07  3.517397e-06
[45,]  1.401367e-12  1.126209e-10  4.444017e-09  8.611415e-08  8.196261e-07
[46,]  9.419605e-15  1.517124e-12  1.199549e-10  4.656241e-09  8.873499e-08
[47,]  2.905898e-17  9.382873e-15  1.487226e-12  1.157197e-10  4.420092e-09
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[49,]  2.667550e-23  3.462560e-20  2.206274e-17  6.900801e-15  1.059540e-12
[50,]  7.935798e-27  2.065377e-23  2.638670e-20  1.654808e-17  5.094331e-15
              [,36]         [,37]         [,38]         [,39]         [,40]
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[44,]  4.244219e-06  3.962752e-06  2.571306e-06  1.095189e-06  5.770518e-07
[45,]  2.150410e-06  2.176829e-06  2.021036e-06  1.289214e-06  5.343986e-07
[46,]  2.110789e-06  1.101415e-06  1.024119e-06  9.403994e-07  5.886129e-07
[47,]  4.624373e-06  1.487874e-06  5.471758e-07  4.422520e-07  3.988367e-07
[48,]  6.626026e-06  3.543529e-06  1.024580e-06  2.696156e-07  1.757730e-07
[49,]  4.499078e-06  4.751005e-06  2.480883e-06  6.702614e-07  1.336473e-07
[50,]  1.404979e-06  2.971019e-06  3.085824e-06  1.579384e-06  4.081582e-07
              [,46]         [,47]         [,48]         [,49]         [,50]
 [1,] 3.841815e-240 6.681405e-252 5.704076e-264 2.390451e-276 4.917349e-289
 [2,] 9.049675e-228 3.155662e-239 5.401743e-251 4.538939e-263 1.872113e-275
 [3,] 9.773471e-216 6.833317e-227 2.345309e-238 3.951350e-250 3.267749e-262
 [4,] 4.839932e-204 6.784967e-215 4.669192e-226 1.577294e-237 2.615422e-249
 [5,] 1.098928e-192 3.088893e-203 4.262082e-214 2.886807e-225 9.597814e-237
 [6,] 1.144122e-181 6.448103e-192 1.783924e-202 2.422690e-213 1.615022e-224
 [7,] 5.461554e-171 6.171645e-181 3.423501e-191 9.322167e-202 1.246014e-212
 [8,] 1.195453e-160 2.708588e-170 3.012575e-180 1.644788e-190 4.408003e-201
 [9,] 1.199749e-150 5.450370e-160 1.215475e-169 1.330586e-179 7.149906e-190
[10,] 5.521023e-141 5.028992e-150 2.248673e-159 4.935701e-169 5.317803e-179
[11,] 1.164944e-131 2.127611e-140 1.907494e-149 8.394812e-159 1.813512e-168
[12,] 1.127025e-122 4.127108e-131 7.418938e-140 6.546583e-149 2.835630e-158
[13,] 4.999561e-114 3.670878e-122 1.323096e-130 2.340937e-139 2.033062e-148
[14,] 1.016891e-105 1.497054e-113 1.081892e-121 3.838022e-130 6.683343e-139
[15,]  9.483871e-98 2.799463e-105 4.056454e-113 2.885330e-121 1.007413e-129
[16,]  4.055530e-90  2.400281e-97 6.973635e-105 9.945655e-113 6.962599e-121
[17,]  7.951815e-83  9.436398e-90  5.497037e-97 1.571911e-104 2.206438e-112
[18,]  7.148941e-76  1.701011e-82  1.986803e-89  1.139146e-96 3.206040e-104
[19,]  2.946958e-69  1.405934e-75  3.292590e-82  3.785188e-89  2.136007e-96
[20,]  5.570158e-63  5.328243e-69  2.501971e-75  5.767102e-82  6.525274e-89
[21,]  4.827398e-57  9.258806e-63  8.717228e-69  4.028830e-75  9.139992e-82
[22,]  1.918297e-51  7.377051e-57  1.392616e-62  1.290497e-68  5.870155e-75
[23,]  3.495229e-46  2.695054e-51  1.020096e-56  1.895361e-62  1.728662e-68
[24,]  2.920069e-41  4.514498e-46  3.426160e-51  1.276390e-56  2.334142e-62
[25,]  1.118590e-36  3.467453e-41  5.276347e-46  3.941251e-51  1.445119e-56
[26,]  1.964747e-32  1.221148e-36  3.725755e-41  5.580069e-46  4.102366e-51
[27,]  1.582362e-28  1.971905e-32  1.206297e-36  3.622457e-41  5.339777e-46
[28,]  5.843493e-25  1.460041e-28  1.790822e-32  1.078261e-36  3.186899e-41
[29,]  9.895022e-22  4.956905e-25  1.219024e-28  1.471647e-32  8.721103e-37
[30,]  7.683452e-19  7.716686e-22  3.804844e-25  9.209670e-29  1.094292e-32
[31,]  2.736050e-16  5.508593e-19  5.445445e-22  2.642701e-25  6.295852e-29
[32,]  4.468703e-14  1.803304e-16  3.573677e-19  3.477139e-22  1.660883e-25
[33,]  3.348430e-12  2.707494e-14  1.075490e-16  2.097861e-19  2.009051e-22
[34,]  1.151635e-10  1.864810e-12  1.484404e-14  5.804082e-17  1.114347e-19
[35,]  1.819752e-09  5.894610e-11  9.398050e-13  7.364312e-15  2.834306e-17
[36,]  1.324627e-08  8.559285e-10  2.730424e-11  4.285932e-13  3.305990e-15
[37,]  4.543892e-08  5.736983e-09  3.644771e-10  1.144591e-11  1.768704e-13
[38,]  9.997885e-08  1.895826e-08  2.263432e-09  1.406138e-10  4.342736e-12
[39,]  4.686055e-07  6.220183e-08  7.928545e-09  8.249639e-10  4.926932e-11
[40,]  2.616231e-06  4.790794e-07  4.863384e-08  3.781667e-09  2.895685e-10
[41,]  7.408276e-06  2.646712e-06  4.675909e-07  4.222130e-08  2.280864e-09
[42,]  9.681745e-06  6.920329e-06  2.430905e-06  4.201135e-07  3.609245e-08
[43,]  5.825050e-06  8.313782e-06  5.850985e-06  2.022290e-06  3.433498e-07
[44,]  1.660187e-06  4.588628e-06  6.461565e-06  4.476621e-06  1.522759e-06
[45,]  3.370612e-07  1.182982e-06  3.275162e-06  4.544779e-06  3.099330e-06
[46,]  2.391969e-07  1.900207e-07  7.693830e-07  2.116669e-06  2.892655e-06
[47,]  2.445604e-07  9.834419e-08  1.020485e-07  4.548749e-07  1.238221e-06
[48,]  1.540601e-07  9.242124e-08  3.723264e-08  5.151405e-08  2.439496e-07
[49,]  6.468004e-08  5.417117e-08  3.175514e-08  1.302784e-08  2.416727e-08
[50,]  6.641088e-08  2.227199e-08  1.733570e-08  9.917227e-09  4.232872e-09

> 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  
  -723.1663       0.2578  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/77tnl1194256398.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] 10544.53 10788.72 11032.91 11277.10 11521.29 11765.48 12009.66 12253.85
 [9] 12498.04 12742.23 12986.42 13230.61 13474.80 13718.98 13963.17 14207.36
[17] 14451.55 14695.74 14939.93 15184.11 15428.30 15672.49 15916.68 16160.87
[25] 16405.06 16649.24 16893.43 17137.62 17381.81 17626.00 17870.19 18114.37
[33] 18358.56 18602.75 18846.94 19091.13 19335.32 19579.50 19823.69 20067.88
[41] 20312.07 20556.26 20800.45 21044.64 21288.82 21533.01 21777.20 22021.39
[49] 22265.58 22509.77

$yords
 [1] 1639.475 1691.237 1742.999 1794.761 1846.524 1898.286 1950.048 2001.810
 [9] 2053.573 2105.335 2157.097 2208.860 2260.622 2312.384 2364.146 2415.909
[17] 2467.671 2519.433 2571.195 2622.958 2674.720 2726.482 2778.244 2830.007
[25] 2881.769 2933.531 2985.293 3037.056 3088.818 3140.580 3192.342 3244.105
[33] 3295.867 3347.629 3399.391 3451.154 3502.916 3554.678 3606.440 3658.203
[41] 3709.965 3761.727 3813.490 3865.252 3917.014 3968.776 4020.539 4072.301
[49] 4124.063 4175.825

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  4.052916e-06  2.706712e-06  7.766833e-07  9.093488e-08  4.235900e-09
 [2,]  4.645966e-06  6.449829e-06  4.200001e-06  1.188031e-06  1.379555e-07
 [3,]  2.557648e-06  6.982770e-06  9.331447e-06  5.912824e-06  1.646422e-06
 [4,]  7.135456e-07  3.637430e-06  9.552426e-06  1.227721e-05  7.554526e-06
 [5,]  3.702688e-07  1.050589e-06  4.716306e-06  1.189403e-05  1.469320e-05
 [6,]  4.072170e-07  8.076626e-07  1.516794e-06  5.592236e-06  1.347974e-05
 [7,]  2.264818e-07  9.037375e-07  1.670364e-06  2.206329e-06  6.101335e-06
 [8,]  7.894208e-08  5.056508e-07  1.855828e-06  3.232142e-06  3.273778e-06
 [9,]  2.386765e-08  1.948609e-07  1.071500e-06  3.550653e-06  5.821409e-06
[10,]  5.296707e-09  6.260877e-08  4.559883e-07  2.166615e-06  6.383771e-06
[11,]  7.014360e-10  1.380590e-08  1.517999e-07  1.004246e-06  4.186329e-06
[12,]  4.727186e-11  1.772159e-09  3.300860e-08  3.393082e-07  2.067482e-06
[13,]  1.601528e-12  1.164487e-10  4.112044e-09  7.242636e-08  6.983256e-07
[14,]  3.323536e-14  4.157033e-12  2.690850e-10  8.804635e-09  1.460376e-07
[15,]  4.142735e-16  9.603817e-14  1.049404e-11  5.916044e-10  1.753081e-08
[16,]  2.335322e-18  1.221095e-15  2.653325e-13  2.583347e-11  1.256139e-09
[17,]  5.101635e-21  6.545849e-18  3.340167e-15  6.929828e-13  6.167240e-11
[18,]  4.178200e-24  1.338966e-20  1.691295e-17  8.457421e-15  1.696312e-12
[19,]  1.290184e-27  1.031874e-23  3.252105e-20  4.040282e-17  1.982971e-14
[20,]  1.523884e-31  3.028511e-27  2.374842e-23  7.345533e-20  8.961431e-17
[21,]  6.964777e-36  3.429002e-31  6.666400e-27  5.117044e-23  1.550477e-19
[22,]  1.234657e-40  1.506301e-35  7.254052e-31  1.379297e-26  1.035621e-22
[23,]  8.423048e-46  2.555128e-40  3.055665e-35  1.441335e-30  2.682749e-26
[24,]  2.180601e-51  1.652744e-45  4.930552e-40  5.792792e-35  2.681781e-30
[25,]  2.110452e-57  4.015433e-51  3.002780e-45  8.830049e-40  1.021586e-34
[26,]  7.540451e-64  3.615076e-57  6.804277e-51  5.029939e-45  1.460967e-39
[27,]  9.852903e-71  1.193554e-63  5.671578e-57  1.057511e-50  7.739680e-45
[28,]  4.677375e-78  1.434442e-70  1.724582e-63  8.130437e-57  1.503409e-50
[29,]  8.029625e-86  6.242855e-78  1.901920e-70  2.270985e-63  1.062990e-56
[30,]  4.968286e-94  9.802720e-86  7.576210e-78  2.294050e-70  2.721835e-63
[31,] 1.105304e-102  5.538771e-94  1.086886e-85  8.353438e-78  2.514819e-70
[32,] 8.825172e-112 1.123862e-102  5.603210e-94  1.093855e-85  8.362201e-78
[33,] 2.525311e-121 8.176681e-112 1.036298e-102  5.141583e-94  9.987206e-86
[34,] 2.586872e-131 2.130506e-121 6.866898e-112 8.662901e-103  4.277725e-94
[35,] 9.478098e-142 1.986170e-131 1.628611e-121 5.226068e-112 6.563024e-103
[36,] 1.241217e-152 6.619826e-142 1.381327e-131 1.127832e-121 3.603288e-112
[37,] 5.806599e-164 7.883504e-153 4.187173e-142 8.701036e-132 7.074105e-122
[38,] 9.699598e-176 3.352955e-164 4.533837e-153 2.398335e-142 4.963137e-132
[39,] 5.783354e-188 5.090902e-176 1.752831e-164 2.360775e-153 1.243741e-142
[40,] 1.230515e-200 2.758645e-188 2.418833e-176 8.295719e-165 1.112827e-153
[41,] 9.340917e-214 5.333790e-201 1.191128e-188 1.040380e-176 3.554025e-165
[42,] 2.529252e-227 3.678854e-214 2.092606e-201 4.655335e-189 4.050253e-177
[43,] 2.442545e-241 9.050385e-228 1.311377e-214 7.431167e-202 1.646763e-189
[44,] 8.412064e-256 7.940652e-242 2.931094e-228 4.231120e-215 2.388392e-202
[45,] 1.033052e-270 2.484426e-256 2.336340e-242 8.591788e-229 1.235487e-215
[46,] 4.523203e-286 2.771523e-271 6.640260e-257 6.221235e-243 2.279082e-229
[47,] 7.061446e-302 1.102425e-286 6.729588e-272 1.606356e-257 1.499249e-243
[48,] 3.930258e-318 1.563408e-302 2.431635e-287 1.478868e-272 3.516633e-258
[49,]  0.000000e+00 7.903914e-319 3.132341e-303 4.853908e-288 2.940833e-273
[50,]  0.000000e+00  0.000000e+00 1.438620e-319 5.680086e-304 8.768534e-289
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  7.767229e-11  5.582828e-13  1.570351e-15  1.727506e-18  7.430494e-22
 [2,]  6.390858e-09  1.166713e-10  8.352648e-13  2.340514e-15  2.565112e-18
 [3,]  1.894880e-07  8.727364e-09  1.586073e-10  1.130932e-12  3.156899e-15
 [4,]  2.067550e-06  2.356625e-07  1.078772e-08  1.951408e-10  1.385773e-12
 [5,]  8.762381e-06  2.353165e-06  2.654005e-07  1.207020e-08  2.172926e-10
 [6,]  1.599926e-05  9.229556e-06  2.427836e-06  2.706804e-07  1.222515e-08
 [7,]  1.390708e-05  1.585379e-05  8.831360e-06  2.271202e-06  2.500365e-07
 [8,]  6.197844e-06  1.306783e-05  1.429820e-05  7.679049e-06  1.926949e-06
 [9,]  4.910876e-06  5.985324e-06  1.119780e-05  1.173824e-05  6.069673e-06
[10,]  9.771654e-06  7.290082e-06  5.675901e-06  8.776957e-06  8.773717e-06
[11,]  1.088289e-05  1.537916e-05  1.050694e-05  5.502070e-06  6.338155e-06
[12,]  7.709053e-06  1.772317e-05  2.290391e-05  1.456950e-05  5.638199e-06
[13,]  3.958154e-06  1.345686e-05  2.768104e-05  3.260461e-05  1.945375e-05
[14,]  1.323092e-06  7.023394e-06  2.212966e-05  4.144483e-05  4.472307e-05
[15,]  2.713336e-07  2.309590e-06  1.153329e-05  3.410261e-05  5.924335e-05
[16,]  3.283006e-08  4.667176e-07  3.721192e-06  1.752911e-05  4.907671e-05
[17,]  2.605026e-09  5.869202e-08  7.489036e-07  5.551053e-06  2.469605e-05
[18,]  1.413155e-10  5.295182e-09  1.018006e-07  1.133921e-06  7.704282e-06
[19,]  3.873280e-12  3.075899e-10  1.049945e-08  1.735594e-07  1.645222e-06
[20,]  4.316345e-14  8.240337e-12  6.313258e-10  2.011724e-08  2.924224e-07
[21,]  1.854314e-16  8.756568e-14  1.636001e-11  1.217716e-09  3.689926e-08
[22,]  3.070634e-19  3.595368e-16  1.662773e-13  3.040553e-11  2.206754e-09
[23,]  1.971126e-22  5.718611e-19  6.552459e-16  2.966064e-13  5.307825e-11
[24,]  4.894921e-26  3.524374e-22  1.001473e-18  1.123602e-15  4.979694e-13
[25,]  4.652729e-30  8.346705e-26  5.901402e-22  1.645478e-18  1.810476e-15
[26,]  1.668128e-34  7.491286e-30  1.323941e-25  9.213672e-22  2.526615e-18
[27,]  2.224288e-39  2.511155e-34  1.114241e-29  1.944185e-25  1.334796e-21
[28,]  1.090720e-44  3.105758e-39  3.472236e-34  1.524835e-29  2.631672e-25
[29,]  1.950977e-50  1.404430e-44  3.966523e-39  4.396705e-34  1.913530e-29
[30,]  1.265690e-56  2.307254e-50  1.649228e-44  4.623793e-39  5.086271e-34
[31,]  2.966163e-63  1.370918e-56  2.483446e-50  1.763668e-44  4.911631e-39
[32,]  2.503787e-70  2.936704e-63  1.349571e-56  2.430406e-50  1.715615e-44
[33,]  7.596209e-78  2.262647e-70  2.639863e-63  1.206568e-56  2.160848e-50
[34,]  8.269404e-86  6.258945e-78  1.855086e-70  2.153337e-63  9.791103e-57
[35,]  3.225998e-94  6.207299e-86  4.676100e-78  1.379262e-70  1.593196e-63
[36,] 4.505211e-103  2.204625e-94  4.222955e-86  3.166582e-78  9.296677e-71
[37,] 2.250474e-112 2.801657e-103  1.365051e-94  2.603140e-86  1.943236e-78
[38,] 4.018400e-122 1.273012e-112 1.578137e-103  7.656049e-95  1.453688e-86
[39,] 2.563372e-132 2.066938e-122 6.521151e-113 8.050273e-104  3.889024e-95
[40,] 5.839407e-143 1.198678e-132 9.626591e-123 3.024694e-113 3.718600e-104
[41,] 4.748796e-154 2.482008e-143 5.074815e-133 4.059123e-123 1.270241e-113
[42,] 1.378224e-165 1.834351e-154 9.550132e-144 1.944880e-133 1.549448e-123
[43,] 1.427207e-177 4.837722e-166 6.414015e-155 3.326154e-144 6.747141e-134
[44,] 5.272492e-190 4.551989e-178 1.537080e-166 2.029953e-155 1.048599e-144
[45,] 6.947590e-203 1.527864e-190 1.314086e-178 4.420095e-167 5.814952e-156
[46,] 3.264891e-216 1.829003e-203 4.007093e-191 3.433137e-179 1.150366e-167
[47,] 5.471632e-230 7.808749e-217 4.358120e-204 9.511397e-192 8.118058e-180
[48,] 3.269819e-244 1.188854e-230 1.690332e-217 9.397800e-205 2.043269e-192
[49,] 6.966866e-259 6.453583e-245 2.337713e-231 3.311139e-218 1.833977e-205
[50,] 5.292711e-274 1.249152e-259 1.152840e-245 4.160124e-232 5.870323e-219
              [,11]         [,12]         [,13]         [,14]         [,15]
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[10,]  4.362722e-06  1.035965e-06  1.089447e-07  4.758397e-09  8.339011e-11
[11,]  5.974004e-06  2.853219e-06  6.570944e-07  6.784931e-08  2.934165e-09
[12,]  4.290647e-06  3.713685e-06  1.701133e-06  3.793266e-07  3.840463e-08
[13,]  6.177882e-06  2.839417e-06  2.128478e-06  9.337057e-07  2.016857e-07
[14,]  2.517486e-05  7.165449e-06  2.012513e-06  1.176313e-06  4.967726e-07
[15,]  5.930785e-05  3.177467e-05  8.635047e-06  1.749211e-06  7.439167e-07
[16,]  8.039414e-05  7.587067e-05  3.916667e-05  1.060773e-05  1.986273e-06
[17,]  6.586787e-05  1.030335e-04  9.306678e-05  4.691118e-05  1.303960e-05
[18,]  3.234252e-05  8.251494e-05  1.243106e-04  1.087106e-04  5.411178e-05
[19,]  1.002229e-05  3.953309e-05  9.674018e-05  1.411089e-04  1.203079e-04
[20,]  2.328436e-06  1.235305e-05  4.534537e-05  1.065843e-04  1.510112e-04
[21,]  4.853243e-07  3.265971e-06  1.464137e-05  4.914976e-05  1.109239e-04
[22,]  6.437702e-08  7.867322e-07  4.580744e-06  1.699332e-05  5.079502e-05
[23,]  3.763341e-09  1.065019e-07  1.234310e-06  6.420694e-06  1.967508e-05
[24,]  8.723788e-11  6.050389e-09  1.668948e-07  1.860686e-06  8.922028e-06
[25,]  7.865817e-13  1.350503e-10  9.175968e-09  2.475554e-07  2.680743e-06
[26,]  2.732146e-15  1.165934e-12  1.965558e-10  1.310943e-08  3.469538e-07
[27,]  3.608370e-18  3.843801e-15  1.614989e-12  2.679422e-10  1.758412e-08
[28,]  1.786051e-21  4.769821e-18  5.016688e-15  2.080044e-12  3.404473e-10
[29,]  3.271492e-25  2.198375e-21  5.810433e-18  6.045460e-15  2.478796e-12
[30,]  2.196129e-29  3.723662e-25  2.480790e-21  6.498526e-18  6.699381e-15
[31,]  5.365683e-34  2.300249e-29  3.871550e-25  2.559748e-21  6.653203e-18
[32,]  4.748320e-39  5.154310e-34  2.195263e-29  3.670164e-25  2.410066e-21
[33,]  1.516712e-44  4.173472e-39  4.503551e-34  1.906502e-29  3.167825e-25
[34,]  1.744267e-50  1.217718e-44  3.332422e-39  3.575900e-34  1.505234e-29
[35,]  7.208256e-57  1.277632e-50  8.873725e-45  2.415685e-39  2.578468e-34
[36,]  1.068802e-63  4.812419e-57  8.488327e-51  5.866300e-45  1.588985e-39
[37,]  5.679296e-71  6.499172e-64  2.912736e-57  5.113273e-51  3.516927e-45
[38,]  1.080438e-78  3.143654e-71  3.581392e-64  1.597767e-57  2.792006e-51
[39,]  7.352991e-87  5.441485e-79  1.576408e-71  1.788010e-64  7.941554e-58
[40,]  1.789004e-95  3.368271e-87  2.482150e-79  7.160064e-72  8.086286e-65
[41,] 1.555328e-104  7.451853e-96  1.397234e-87  1.025348e-79  2.945361e-72
[42,] 4.829462e-114 5.889476e-105  2.810364e-96  5.247895e-88  3.835360e-80
[43,] 5.354213e-124 1.662204e-114 2.018989e-105  9.595507e-97  1.784612e-88
[44,] 2.118837e-134 1.674791e-124 5.178979e-115 6.265669e-106  2.966100e-97
[45,] 2.992238e-145 6.022662e-135 4.742056e-125 1.460653e-115 1.760297e-106
[46,] 1.507617e-156 7.727883e-146 1.549483e-135 1.215306e-125 3.729218e-116
[47,] 2.709869e-168 3.537817e-157 1.806576e-146 3.608520e-136 2.819848e-126
[48,] 1.737381e-180 5.777454e-169 7.514426e-158 3.822953e-147 7.609213e-137
[49,] 3.972521e-193 3.365092e-181 1.114908e-169 1.444891e-158 7.326921e-148
[50,] 3.239390e-206 6.990638e-194 5.900514e-182 1.948303e-170 2.517863e-159
              [,16]         [,17]         [,18]         [,19]         [,20]
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[10,]  5.808123e-13  1.795875e-15  7.247771e-18  5.565059e-20  2.142173e-22
[11,]  5.128825e-11  3.783431e-13  2.466989e-15  3.799275e-17  3.646245e-19
[12,]  1.647366e-09  2.971424e-11  3.524146e-13  9.597440e-15  2.227754e-16
[13,]  2.005270e-08  8.753017e-10  2.145364e-11  9.452391e-13  4.954125e-14
[14,]  1.054266e-07  1.057193e-08  5.715951e-10  4.022678e-11  4.170682e-12
[15,]  3.173526e-07  7.072048e-08  8.175952e-09  8.811971e-10  1.464630e-10
[16,]  7.403501e-07  3.501013e-07  8.824492e-08  1.349179e-08  2.603787e-09
[17,]  2.701338e-06  1.144880e-06  5.971235e-07  1.650113e-07  3.214079e-08
[18,]  1.576568e-05  3.904700e-06  2.001190e-06  1.101084e-06  3.263046e-07
[19,]  5.959884e-05  1.849951e-05  5.594684e-06  3.365081e-06  1.915609e-06
[20,]  1.259352e-04  6.237692e-05  2.091491e-05  7.706091e-06  5.226517e-06
[21,]  1.530174e-04  1.249940e-04  6.210040e-05  2.278322e-05  1.008833e-05
[22,]  1.096570e-04  1.476533e-04  1.183888e-04  5.928986e-05  2.410528e-05
[23,]  5.063040e-05  1.035482e-04  1.365003e-04  1.080435e-04  5.515995e-05
[24,]  2.303511e-05  4.937021e-05  9.389523e-05  1.215103e-04  9.609359e-05
[25,]  1.215312e-05  2.736709e-05  4.786180e-05  8.219892e-05  1.045071e-04
[26,]  3.674108e-06  1.604294e-05  3.274572e-05  4.683316e-05  6.992724e-05
[27,]  4.578843e-07  4.766272e-06  2.030865e-05  3.887816e-05  4.668733e-05
[28,]  2.203963e-08  5.662977e-07  5.819115e-06  2.442204e-05  4.503830e-05
[29,]  4.011320e-10  2.567784e-08  6.528154e-07  6.646611e-06  2.767280e-05
[30,]  2.721166e-12  4.362175e-10  2.767051e-08  6.978099e-07  7.063857e-06
[31,]  6.804369e-15  2.741751e-12  4.360820e-10  2.746272e-08  6.886526e-07
[32,]  6.220714e-18  6.317739e-15  2.528190e-12  3.995145e-10  2.502283e-08
[33,]  2.067224e-21  5.302399e-18  5.351746e-15  2.128962e-12  3.346777e-10
[34,]  2.486727e-25  1.613416e-21  4.114715e-18  4.130089e-15  1.634762e-12
[35,]  1.079549e-29  1.773861e-25  1.144716e-21  2.904113e-18  2.900825e-15
[36,]  1.687445e-34  7.028930e-30  1.149063e-25  7.378067e-22  1.862946e-18
[37,]  9.480018e-40  1.001843e-34  4.152720e-30  6.755997e-26  4.317974e-22
[38,]  1.911415e-45  5.128217e-40  5.394008e-35  2.225456e-30  3.604286e-26
[39,]  1.381508e-51  9.415212e-46  2.514594e-40  2.633027e-35  1.081594e-30
[40,]  3.575927e-58  6.193511e-52  4.202463e-46  1.117508e-40  1.165225e-35
[41,]  3.312260e-65  1.458542e-58  2.515460e-52  1.699669e-46  4.501697e-41
[42,]  1.097163e-72  1.228748e-65  5.388525e-59  9.256249e-53  6.231418e-47
[43,]  1.298979e-80  3.701041e-73  4.128575e-66  1.803819e-59  3.088778e-53
[44,]  5.494626e-89  3.983925e-81  1.130873e-73  1.257359e-66  5.480995e-60
[45,]  8.300910e-98  1.532039e-89  1.107057e-81  3.134342e-74  3.482266e-67
[46,] 4.477526e-107  2.104195e-98  3.872565e-90  2.794475e-82  7.927193e-75
[47,] 8.622405e-117 1.032157e-107  4.841458e-99  8.916962e-91  6.477899e-83
[48,] 5.927261e-127 1.808334e-117 2.164248e-108  1.019777e-99  1.906760e-91
[49,] 1.454566e-137 1.131985e-127 3.463105e-118 4.191268e-109 2.033910e-100
[50,] 1.274773e-148 2.534227e-138 1.988039e-128 6.221427e-119 7.940754e-110
              [,21]        [,22]        [,23]         [,24]         [,25]
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[14,]  2.430385e-13 5.993432e-15 5.917515e-17  2.308226e-19  3.547333e-22
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[16,]  5.604905e-10 7.340594e-11 4.421384e-12  1.099359e-13  1.090292e-15
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[18,]  7.938863e-08 2.515114e-08 6.439959e-09  8.935416e-10  5.493303e-11
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[21,]  7.443905e-06 4.490462e-06 1.843307e-06  8.896547e-07  4.194544e-07
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[23,]  2.517361e-05 1.490725e-05 1.175548e-05  7.605676e-06  4.475552e-06
[24,]  5.116432e-05 2.651420e-05 1.714889e-05  1.321330e-05  8.913145e-06
[25,]  8.422959e-05 4.849078e-05 2.868706e-05  1.935433e-05  1.398300e-05
[26,]  8.703310e-05 7.346399e-05 4.770388e-05  3.198634e-05  2.161350e-05
[27,]  5.836334e-05 7.041385e-05 6.425753e-05  4.862127e-05  3.616915e-05
[28,]  4.739906e-05 4.849547e-05 5.581642e-05  5.676486e-05  5.043148e-05
[29,]  5.016710e-05 4.855520e-05 4.093354e-05  4.417860e-05  5.101187e-05
[30,]  2.935846e-05 5.317483e-05 4.954082e-05  3.586986e-05  3.605274e-05
[31,]  6.955928e-06 2.904776e-05 5.335287e-05  4.979925e-05  3.310483e-05
[32,]  6.255314e-07 6.331768e-06 2.678159e-05  5.067893e-05  4.903263e-05
[33,]  2.088744e-08 5.222140e-07 5.328580e-06  2.307900e-05  4.581395e-05
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[35,]  1.143659e-12 1.787542e-10 1.117085e-08  2.839004e-07  3.034349e-06
[36,]  1.853305e-15 7.288354e-13 1.140170e-10  7.183290e-09  1.867366e-07
[37,]  1.085820e-18 1.077079e-15 4.234856e-13  6.661962e-11  4.271113e-09
[38,]  2.294227e-22 5.751323e-19 5.699972e-16  2.249967e-13  3.589454e-11
[39,]  1.744728e-26 1.107107e-22 2.772246e-19  2.756459e-16  1.101749e-13
[40,]  4.768259e-31 7.669443e-27 4.862674e-23  1.222280e-19  1.231921e-16
[41,]  4.677570e-36 1.909704e-31 3.072725e-27  1.960360e-23  5.019989e-20
[42,]  1.645664e-41 1.708060e-36 6.993764e-32  1.138518e-27  7.484102e-24
[43,]  2.075583e-47 5.487797e-42 5.740690e-37  2.403324e-32  4.117296e-28
[44,]  9.385881e-54 6.340648e-48 1.704931e-42  1.857927e-37  8.477253e-33
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[46,]  8.890474e-68 3.989898e-61 7.338709e-55  5.760718e-49  2.027762e-43
[47,]  1.874506e-75 2.204347e-68 1.092124e-61  2.395757e-55  2.418712e-49
[48,]  1.438359e-83 4.516667e-76 6.192041e-69  3.880871e-62  1.122315e-55
[49,]  4.064198e-92 3.494239e-84 1.359327e-76  2.448432e-69  1.989964e-62
[50,] 4.298895e-101 1.039302e-92 1.162095e-84  5.936006e-77  1.320250e-69
              [,26]         [,27]         [,28]         [,29]         [,30]
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[10,]  2.286751e-45  1.301856e-50  2.929839e-56  2.610069e-62  9.215194e-69
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[12,]  1.744221e-34  6.432559e-39  9.374498e-44  5.406251e-49  1.235289e-54
[13,]  1.025259e-29  9.623819e-34  3.569173e-38  5.237200e-43  3.044335e-48
[14,]  2.148321e-25  5.132706e-29  4.844286e-33  1.808640e-37  2.674685e-42
[15,]  1.604813e-21  9.758697e-25  2.343916e-28  2.226706e-32  8.377556e-37
[16,]  4.274335e-18  6.614401e-21  4.042943e-24  9.772841e-28  9.354392e-32
[17,]  4.061230e-15  1.598480e-17  2.486103e-20  1.529108e-23  3.723723e-27
[18,]  1.378732e-12  1.377900e-14  5.450619e-17  8.529385e-20  5.284398e-23
[19,]  1.680783e-10  4.242326e-12  4.262192e-14  1.696303e-16  2.673535e-19
[20,]  7.471083e-09  4.684671e-10  1.190023e-11  1.203137e-13  4.822542e-16
[21,]  1.264412e-07  1.879430e-08  1.190479e-09  3.046120e-11  3.102186e-13
[22,]  9.009940e-07  2.842728e-07  4.313098e-08  2.760811e-09  7.121612e-11
[23,]  3.158076e-06  1.773245e-06  5.839966e-07  9.037311e-08  5.848123e-09
[24,]  6.442407e-06  5.283985e-06  3.198570e-06  1.097038e-06  1.730399e-07
[25,]  9.845271e-06  8.737846e-06  8.142727e-06  5.290781e-06  1.885762e-06
[26,]  1.411423e-05  1.031804e-05  1.109496e-05  1.154826e-05  8.030647e-06
[27,]  2.384638e-05  1.375596e-05  1.029661e-05  1.311395e-05  1.507452e-05
[28,]  4.039339e-05  2.572058e-05  1.305759e-05  9.784878e-06  1.436868e-05
[29,]  5.202218e-05  4.347887e-05  2.676198e-05  1.212623e-05  8.836137e-06
[30,]  4.696756e-05  5.243120e-05  4.441774e-05  2.661747e-05  1.105614e-05
[31,]  3.148591e-05  4.455681e-05  5.125053e-05  4.286970e-05  2.529338e-05
[32,]  3.213468e-05  3.002105e-05  4.364556e-05  4.878333e-05  3.934427e-05
[33,]  4.723128e-05  3.227488e-05  3.081767e-05  4.399498e-05  4.585210e-05
[34,]  3.977658e-05  4.453839e-05  3.278955e-05  3.283379e-05  4.519158e-05
[35,]  1.447700e-05  3.350422e-05  4.108221e-05  3.300965e-05  3.500800e-05
[36,]  2.093604e-06  1.081456e-05  2.757558e-05  3.692337e-05  3.243135e-05
[37,]  1.154836e-07  1.389898e-06  7.915058e-06  2.222099e-05  3.215039e-05
[38,]  2.379064e-09  6.855092e-08  9.078454e-07  5.743286e-06  1.752336e-05
[39,]  1.812137e-11  1.275978e-09  4.048352e-08  6.014664e-07  4.194498e-06
[40,]  5.087943e-14  8.933449e-12  6.995788e-10  2.533227e-08  4.235561e-07
[41,]  5.280349e-17  2.369631e-14  4.750891e-12  4.380073e-10  1.836546e-08
[42,]  2.043869e-20  2.419920e-17  1.296321e-14  3.183374e-12  3.486014e-10
[43,]  2.996504e-24  9.706461e-21  1.441626e-17  9.696395e-15  2.828674e-12
[44,]  1.696450e-28  1.550036e-24  6.481937e-21  1.194720e-17  9.257270e-15
[45,]  3.767883e-33  9.824062e-29  1.145639e-24  5.690255e-21  1.156855e-17
[46,]  3.293047e-38  2.423158e-33  7.701108e-29  1.011123e-24  5.333167e-21
[47,]  1.118296e-43  2.266230e-38  1.917895e-33  6.559594e-29  8.908111e-25
[48,]  1.443871e-49  7.854990e-44  1.739714e-38  1.535521e-33  5.344664e-29
[49,]  6.935720e-56  9.929729e-50  5.691353e-44  1.289192e-38  1.147158e-33
[50,]  1.219089e-62  4.532647e-56  6.678374e-50  3.870224e-44  8.791577e-39
              [,31]         [,32]         [,33]         [,34]         [,35]
 [1,] 5.201668e-165 6.486660e-176 3.209124e-187 6.293264e-199 4.886462e-211
 [2,] 2.758121e-153 8.748875e-164 1.101063e-174 5.493511e-186 1.085388e-197
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 [4,] 3.513722e-131 7.211297e-141 5.872730e-151 1.896469e-161 2.425943e-172
 [5,] 8.441961e-121 4.406989e-130 9.129494e-140 7.500280e-150 2.441187e-160
 [6,] 7.230536e-111 9.601027e-120 5.059334e-129 1.057401e-138 8.756700e-149
 [7,] 2.207895e-101 7.457197e-110 9.995872e-119 5.314695e-128 1.119826e-137
 [8,]  2.403546e-92 2.064891e-100 7.040540e-109 9.522845e-118 5.105049e-127
 [9,]  9.327936e-84  2.038346e-91  1.767860e-99 6.082837e-108 8.296463e-117
[10,]  1.290595e-75  7.173504e-83  1.582560e-90  1.385198e-98 4.806681e-107
[11,]  6.365912e-68  9.000152e-75  5.050491e-82  1.124530e-89  9.927545e-98
[12,]  1.119413e-60  4.025582e-67  5.745999e-74  3.254498e-81  7.309465e-89
[13,]  7.017611e-54  6.419175e-60  2.330603e-66  3.357873e-73  1.918625e-80
[14,]  1.568370e-47  3.649140e-53  3.369996e-59  1.235086e-65  1.795310e-72
[15,]  1.249617e-41  7.395594e-47  1.737241e-52  1.619555e-58  5.988900e-65
[16,]  3.549475e-36  5.343390e-41  3.192655e-46  7.570972e-52  7.122072e-58
[17,]  3.594347e-31  1.376362e-35  2.091781e-40  1.261762e-45  3.019465e-51
[18,]  1.297580e-26  1.263888e-30  4.885843e-35  7.496497e-40  4.563547e-45
[19,]  1.669998e-22  4.137641e-26  4.068470e-30  1.587833e-34  2.458865e-39
[20,]  7.662491e-19  4.829084e-22  1.207785e-25  1.198991e-29  4.723097e-34
[21,]  1.253495e-15  2.009334e-18  1.278256e-21  3.227698e-25  3.234296e-29
[22,]  7.312279e-13  2.980800e-15  4.823017e-18  3.097676e-21  7.895742e-25
[23,]  1.522001e-10  1.576772e-12  6.487935e-15  1.059856e-17  6.871717e-21
[24,]  1.132475e-08  2.975562e-10  3.111973e-12  1.292836e-14  2.132094e-17
[25,]  3.030089e-07  2.006235e-08  5.324327e-10  5.622909e-12  2.358420e-14
[26,]  2.968319e-06  4.855855e-07  3.253194e-08  8.722244e-10  9.301308e-12
[27,]  1.119290e-05  4.281084e-06  7.125278e-07  4.829986e-08  1.308189e-09
[28,]  1.812290e-05  1.433349e-05  5.659884e-06  9.576183e-07  6.566160e-08
[29,]  1.455910e-05  2.008423e-05  1.687154e-05  6.860695e-06  1.178843e-06
[30,]  7.572049e-06  1.363203e-05  2.053566e-05  1.825651e-05  7.624685e-06
[31,]  9.974938e-06  6.177836e-06  1.180254e-05  1.938531e-05  1.815830e-05
[32,]  2.318940e-05  9.038014e-06  4.857764e-06  9.466282e-06  1.689916e-05
[33,]  3.495003e-05  2.089124e-05  8.360001e-06  3.771387e-06  7.056119e-06
[34,]  4.334662e-05  3.085827e-05  1.886206e-05  7.940152e-06  2.991703e-06
[35,]  4.660229e-05  4.175215e-05  2.779168e-05  1.723837e-05  7.654089e-06
[36,]  3.641008e-05  4.741996e-05  4.090496e-05  2.579934e-05  1.584634e-05
[37,]  3.078580e-05  3.635894e-05  4.682905e-05  4.008726e-05  2.438291e-05
[38,]  2.701863e-05  2.806827e-05  3.451359e-05  4.424969e-05  3.839300e-05
[39,]  1.360317e-05  2.199129e-05  2.451784e-05  3.092561e-05  3.955746e-05
[40,]  3.179411e-06  1.064848e-05  1.762465e-05  2.054616e-05  2.602095e-05
[41,]  3.372198e-07  2.629654e-06  8.801289e-06  1.435836e-05  1.662423e-05
[42,]  1.628840e-08  3.138556e-07  2.460103e-06  8.014328e-06  1.233185e-05
[43,]  3.428218e-10  1.678396e-08  3.273954e-07  2.539520e-06  7.992449e-06
[44,]  2.913497e-12  3.653358e-10  1.808333e-08  3.520515e-07  2.699043e-06
[45,]  9.403483e-15  3.019959e-12  3.810793e-10  1.884923e-08  3.652083e-07
[46,]  1.113759e-17  9.145847e-15  2.943917e-12  3.709357e-10  1.828537e-08
[47,]  4.762852e-21  9.986869e-18  8.198232e-15  2.632739e-12  3.306363e-10
[48,]  7.301023e-25  3.905735e-21  8.174562e-18  6.690935e-15  2.141363e-12
[49,]  3.999159e-29  5.455442e-25  2.910592e-21  6.071878e-18  4.952347e-15
[50,]  7.816640e-34  2.718344e-29  3.696550e-25  1.965360e-21  4.085231e-18
              [,36]         [,37]         [,38]         [,39]         [,40]
 [1,] 1.500235e-223 1.818657e-236 8.692700e-250 1.636019e-263 1.210941e-277
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 [5,] 3.143921e-171 1.599865e-182 3.212293e-194 2.541348e-206 7.911757e-219
 [6,] 2.869864e-159 3.717078e-170 1.899940e-181 3.827096e-193 3.034072e-205
 [7,] 9.339308e-148 3.078761e-158 4.006023e-169 2.054549e-180 4.147770e-192
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[10,] 6.605101e-116 3.589561e-125 7.703976e-135 6.520508e-145 2.173465e-155
[11,] 3.471203e-106 4.800889e-115 2.622730e-124 5.651391e-134 4.796598e-144
[12,]  6.503084e-97 2.288924e-105 3.182822e-114 1.745984e-123 3.773261e-133
[13,]  4.343219e-88  3.890322e-96 1.376913e-104 1.922880e-113 1.058083e-122
[14,]  1.034044e-79  2.357023e-87  2.123313e-95 7.548604e-104 1.057584e-112
[15,]  8.776387e-72  5.090747e-79  1.167214e-86  1.056331e-94 3.768079e-103
[16,]  2.655438e-64  3.919529e-71  2.287241e-78  5.269257e-86  4.785554e-94
[17,]  2.864269e-57  1.075808e-63  1.597765e-70  9.369770e-78  2.166538e-85
[18,]  1.101365e-50  1.052605e-56  3.978625e-63  5.939053e-70  3.496222e-77
[19,]  1.509736e-44  3.671461e-50  3.531717e-56  1.341925e-62  2.011151e-69
[20,]  7.377741e-39  4.565169e-44  1.117568e-49  1.080849e-55  4.123896e-62
[21,]  1.285285e-33  2.023575e-38  1.260656e-43  3.103318e-49  3.014292e-55
[22,]  7.982304e-29  3.197613e-33  5.069369e-38  3.176232e-43  7.853768e-49
[23,]  1.767292e-24  1.801252e-28  7.266802e-33  1.158831e-37  7.294285e-43
[24,]  1.394915e-20  3.617211e-24  3.713419e-28  1.507161e-32  2.414957e-37
[25,]  3.925043e-17  2.589521e-20  6.764573e-24  6.987542e-28  2.850044e-32
[26,]  3.937404e-14  6.608735e-17  4.392883e-20  1.154841e-23  1.198994e-27
[27,]  1.408206e-11  6.012770e-14  1.016953e-16  6.803780e-20  1.798052e-23
[28,]  1.795926e-09  1.950328e-11  8.392678e-14  1.428937e-16  9.611951e-20
[29,]  8.171707e-08  2.255655e-09  2.469230e-11  1.069825e-13  1.831658e-16
[30,]  1.328915e-06  9.305715e-08  2.590163e-09  2.855363e-11  1.244244e-13
[31,]  7.766745e-06  1.371234e-06  9.690172e-08  2.717004e-09  3.013027e-11
[32,]  1.659300e-05  7.247357e-06  1.294205e-06  9.219323e-08  2.601119e-09
[33,]  1.360237e-05  1.391993e-05  6.190281e-06  1.116363e-06  8.006645e-08
[34,]  4.917990e-06  1.010485e-05  1.070987e-05  4.835348e-06  8.792399e-07
[35,]  2.513216e-06  3.254402e-06  6.927971e-06  7.549035e-06  3.450536e-06
[36,]  7.333456e-06  2.303538e-06  2.137289e-06  4.396173e-06  4.870243e-06
[37,]  1.439293e-05  6.883514e-06  2.362862e-06  1.558497e-06  2.617323e-06
[38,]  2.284565e-05  1.268186e-05  6.355973e-06  2.749390e-06  1.478172e-06
[39,]  3.516942e-05  2.065696e-05  1.072132e-05  5.923770e-06  3.546785e-06
[40,]  3.316423e-05  3.031838e-05  1.766679e-05  8.688603e-06  5.770845e-06
[41,]  2.048463e-05  2.590202e-05  2.432584e-05  1.411020e-05  6.810263e-06
[42,]  1.315112e-05  1.506505e-05  1.875077e-05  1.803329e-05  1.044689e-05
[43,]  1.132542e-05  1.034694e-05  1.036629e-05  1.253394e-05  1.229179e-05
[44,]  8.263573e-06  1.085523e-05  8.216255e-06  6.713665e-06  7.716004e-06
[45,]  2.775434e-06  8.343999e-06  1.037650e-05  6.600383e-06  4.139445e-06
[46,]  3.526346e-07  2.662846e-06  7.912507e-06  9.498236e-06  5.288780e-06
[47,]  1.623677e-08  3.118026e-07  2.342711e-06  6.906114e-06  8.109082e-06
[48,]  2.679435e-10  1.310804e-08  2.507235e-07  1.875620e-06  5.496325e-06
[49,]  1.579167e-12  1.968640e-10  9.594577e-09  1.828186e-07  1.362142e-06
[50,]  3.319792e-15  1.054679e-12  1.309915e-10  6.360339e-09  1.207369e-07
              [,41]         [,42]         [,43]         [,44]         [,45]
 [1,] 3.521245e-292 4.018903e-307 1.828043e-322  0.000000e+00  0.000000e+00
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[10,] 2.849664e-166 1.468013e-177 2.968626e-189 2.354673e-201 7.320787e-214
[11,] 1.601569e-154 2.101401e-165 1.082454e-176 2.187255e-188 1.732505e-200
[12,] 3.208433e-143 1.072203e-153 1.406849e-164 7.241818e-176 1.461393e-187
[13,] 2.291145e-132 1.950078e-142 6.517588e-153 8.546603e-164 4.393942e-175
[14,] 5.831713e-122 1.264162e-131 1.076207e-141 3.595036e-152 4.708694e-163
[15,] 5.291040e-112 2.921108e-121 6.334213e-131 5.390085e-141 1.798561e-151
[16,] 1.711138e-102 2.405941e-111 1.328850e-120 2.880511e-130 2.448653e-140
[17,]  1.972620e-93 7.063663e-102 9.937145e-111 5.487081e-120 1.188293e-129
[18,]  8.105716e-85  7.391905e-93 2.648632e-101 3.725473e-110 2.055338e-119
[19,]  1.187254e-76  2.757272e-84  2.516354e-92 9.015841e-101 1.267135e-109
[20,]  6.198763e-69  3.666103e-76  8.521531e-84  7.777171e-92 2.784511e-100
[21,]  1.153645e-61  1.737512e-68  1.028619e-75  2.391236e-83  2.181000e-91
[22,]  7.653245e-55  2.935276e-61  4.425712e-68  2.620648e-75  6.088957e-83
[23,]  1.809763e-48  1.767521e-54  6.787322e-61  1.023707e-67  6.059066e-75
[24,]  1.525496e-42  3.793897e-48  3.710329e-54  1.425396e-60  2.149099e-67
[25,]  4.583592e-37  2.902710e-42  7.229628e-48  7.074215e-54  2.716968e-60
[26,]  4.909253e-32  7.916405e-37  5.021329e-42  1.251452e-47  1.224337e-53
[27,]  1.874283e-27  7.695805e-32  1.243126e-36  7.891100e-42  1.966523e-47
[28,]  2.550759e-23  2.666773e-27  1.097009e-31  1.773588e-36  1.125858e-41
[29,]  1.237419e-19  3.293987e-23  3.450653e-27  1.420879e-31  2.297478e-36
[30,]  2.139835e-16  1.450323e-19  3.868931e-23  4.057449e-27  1.671110e-31
[31,]  1.319055e-13  2.276227e-16  1.546254e-19  4.129924e-23  4.332570e-27
[32,]  2.898481e-11  1.273435e-13  2.202780e-16  1.498388e-19  4.003809e-23
[33,]  2.270494e-09  2.539529e-11  1.118573e-13  1.937765e-16  1.318831e-19
[34,]  6.341126e-08  1.805333e-09  2.024714e-11  8.932518e-14  1.548439e-16
[35,]  6.316532e-07  4.575389e-08  1.306407e-09  1.467726e-11  6.480204e-14
[36,]  2.247151e-06  4.135144e-07  3.004948e-08  8.596498e-10  9.666637e-12
[37,]  2.875587e-06  1.334267e-06  2.464539e-07  1.794835e-08  5.139955e-10
[38,]  1.533081e-06  1.558610e-06  7.218045e-07  1.336116e-07  9.742204e-09
[39,]  1.843679e-06  9.966546e-07  7.860228e-07  3.558334e-07  6.584260e-08
[40,]  4.783048e-06  2.574310e-06  8.384713e-07  3.857884e-07  1.603419e-07
[41,]  5.964978e-06  6.344139e-06  3.530882e-06  9.020691e-07  2.063941e-07
[42,]  5.246572e-06  6.391812e-06  7.941832e-06  4.503587e-06  1.055661e-06
[43,]  7.143453e-06  4.039544e-06  6.791216e-06  9.176483e-06  5.244776e-06
[44,]  7.678082e-06  4.507073e-06  3.131973e-06  6.876913e-06  9.682003e-06
[45,]  4.368025e-06  4.385246e-06  2.628239e-06  2.426127e-06  6.471855e-06
[46,]  2.470061e-06  2.273583e-06  2.286427e-06  1.422824e-06  1.840258e-06
[47,]  4.125672e-06  1.451252e-06  1.089995e-06  1.087211e-06  7.204448e-07
[48,]  6.363378e-06  3.057729e-06  8.480357e-07  4.834499e-07  4.712769e-07
[49,]  3.972076e-06  4.555084e-06  2.113114e-06  4.910479e-07  2.000080e-07
[50,]  8.961131e-07  2.601748e-06  2.962943e-06  1.344877e-06  2.772394e-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,] 7.241866e-319  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00
 [5,] 2.129771e-302 9.458175e-318  0.000000e+00  0.000000e+00  0.000000e+00
 [6,] 2.232231e-286 2.525928e-301 1.118758e-316  0.000000e+00  0.000000e+00
 [7,] 8.339952e-271 2.404650e-285 2.713870e-300 1.198538e-315  0.000000e+00
 [8,] 1.110548e-255 8.158857e-270 2.346311e-284 2.640465e-299 1.162516e-314
 [9,] 5.270879e-241 9.866799e-255 7.230195e-269 2.073363e-283 2.326137e-298
[10,] 8.917065e-227 4.253192e-240 7.941543e-254 5.803098e-268 1.659055e-282
[11,] 5.376668e-213 6.534356e-226 3.108897e-239 5.788802e-253 4.217244e-267
[12,] 1.155520e-199 3.578170e-212 4.337867e-225 2.058186e-238 3.820872e-252
[13,] 8.851843e-187 6.984088e-199 2.157423e-211 2.608366e-224 1.233911e-237
[14,] 2.416824e-174 4.858587e-186 3.824221e-198 1.178146e-210 1.420200e-223
[15,] 2.351968e-162 1.204710e-173 2.416133e-185 1.896696e-197 5.826154e-210
[16,] 8.158155e-151 1.064698e-161 5.440867e-173 1.088339e-184 8.518849e-197
[17,] 1.008658e-139 3.353976e-150 4.367199e-161 2.225958e-172 4.439821e-184
[18,] 4.444826e-129 3.765724e-139 1.249367e-149 1.622630e-160 8.247030e-172
[19,] 6.981390e-119 1.506990e-128 1.273937e-138 4.215907e-149 5.460056e-160
[20,] 3.908519e-109 2.149576e-118 4.630037e-128 3.904264e-138 1.288463e-148
[21,] 7.799362e-100 1.092870e-108 5.997793e-118 1.288713e-127 1.083712e-137
[22,]  5.547312e-91  1.980421e-99 2.769296e-108 1.516148e-117 3.248801e-127
[23,]  1.406297e-82  1.279128e-90  4.557342e-99 6.357541e-108 3.471299e-117
[24,]  1.270737e-74  2.944770e-82  2.673206e-90  9.501961e-99 1.322014e-107
[25,]  4.092674e-67  2.416338e-74  5.588805e-82  5.061748e-90  1.794491e-98
[26,]  4.698322e-60  7.067162e-67  4.164701e-74  9.610901e-82  8.682026e-90
[27,]  1.922451e-53  7.367249e-60  1.106161e-66  6.504215e-74  1.497153e-81
[28,]  2.803819e-47  2.737437e-53  1.047198e-59  1.568913e-66  9.202005e-74
[29,]  1.457548e-41  3.625409e-47  3.533538e-53  1.348873e-59  2.015880e-66
[30,]  2.700702e-36  1.711382e-41  4.249762e-47  4.133466e-53  1.574041e-59
[31,]  1.783662e-31  2.879486e-36  1.821773e-41  4.514709e-47  4.380638e-53
[32,]  4.198851e-27  1.726874e-31  2.783543e-36  1.757586e-41  4.345381e-47
[33,]  3.523150e-23  3.691346e-27  1.515922e-31  2.438796e-36  1.536343e-41
[34,]  1.053697e-19  2.812473e-23  2.942600e-27  1.206167e-31  1.936061e-36
[35,]  1.123269e-16  7.637842e-20  2.035921e-23  2.126234e-27  8.695998e-32
[36,]  4.268121e-14  7.393212e-17  5.020727e-20  1.335943e-23  1.392164e-27
[37,]  5.780647e-12  2.550801e-14  4.413155e-17  2.991840e-20  7.943874e-24
[38,]  2.790661e-10  3.136913e-12  1.382642e-14  2.388161e-17  1.615647e-20
[39,]  4.802251e-09  1.375032e-10  1.544001e-12  6.794571e-15  1.171200e-17
[40,]  2.948134e-08  2.148524e-09  6.145653e-11  6.890271e-13  3.026135e-15
[41,]  6.686286e-08  1.199856e-08  8.720807e-10  2.490530e-11  2.786870e-13
[42,]  1.400417e-07  2.686799e-08  4.451443e-09  3.210832e-10  9.148313e-12
[43,]  1.195244e-06  1.210698e-07  1.154647e-08  1.521986e-09  1.072839e-10
[44,]  5.544124e-06  1.250216e-06  1.146747e-07  6.178943e-09  4.969651e-10
[45,]  9.281927e-06  5.309266e-06  1.190640e-06  1.056236e-07  4.233277e-09
[46,]  5.584289e-06  8.067273e-06  4.602995e-06  1.027954e-06  9.005989e-08
[47,]  1.335276e-06  4.388143e-06  6.350351e-06  3.611977e-06  8.035658e-07
[48,]  3.446840e-07  9.087605e-07  3.130065e-06  4.525404e-06  2.565116e-06
[49,]  1.862678e-07  1.575601e-07  5.721205e-07  2.023523e-06  2.918897e-06
[50,]  7.817057e-08  6.719877e-08  6.942354e-08  3.302438e-07  1.184726e-06

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

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
  -767.5764       0.2094  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/103m51194256397.ps tmp/103m51194256397.png")
> system("convert tmp/2r0791194256397.ps tmp/2r0791194256397.png")
> system("convert tmp/3ihk21194256397.ps tmp/3ihk21194256397.png")
> system("convert tmp/408rm1194256397.ps tmp/408rm1194256397.png")
> system("convert tmp/5a2hz1194256397.ps tmp/5a2hz1194256397.png")
> system("convert tmp/6gofm1194256398.ps tmp/6gofm1194256398.png")
> system("convert tmp/77tnl1194256398.ps tmp/77tnl1194256398.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.248   1.272   2.703