R version 2.8.0 (2008-10-20)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> z <- c(427,469,505,436,473,421,420,436,409,429,347,344,395,419,499,481,453,398,418,363,373,446,321,304,308,409,362,413,378,401,432,378,388,368,308,365,356,336,421,444,386,439,444,392,409,402,348,480,481,426,552,422,437,561,407,402,413,483,398,440,435,455,544,506,635,563,446,511,539,483,459,575,646,521,598,494,558,569,473,480,514,534,427,486,473,447,510,446,430,550,436,457,393,566,444,390,454,507,457,506,451,501)
> y <- c(3595,3914,4159,3676,3794,3446,3504,3958,3353,3480,3098,2944,3389,3497,4404,3849,3734,3060,3507,3287,3215,3764,2734,2837,2766,3851,3289,3848,3348,3682,4058,3655,3811,3341,3032,3475,3353,3186,3902,4164,3499,4145,3796,3711,3949,3740,3243,4407,4814,3908,5250,3937,4004,5560,3922,3759,4138,4634,3996,4308,4142,4429,5219,4929,5754,5592,4163,4962,5208,4755,4491,5732,5730,5024,6056,4901,5353,5578,4618,4724,5011,5298,4143,4617,4736,4214,5112,4197,4119,5104,4194,4583,3790,5557,4304,3838,4277,4951,4479,4677,4274,4782)
> x <- c(493,481,462,457,442,439,488,521,501,485,464,460,467,460,448,443,436,431,484,510,513,503,471,471,476,475,470,461,455,456,517,525,523,519,509,512,519,517,510,509,501,507,569,580,578,565,547,555,562,561,555,544,537,543,594,611,613,611,594,595,591,589,584,573,567,569,621,629,628,612,595,597,593,590,580,574,573,573,620,626,620,588,566,557,561,549,532,526,511,499,555,565,542,527,510,514,517,508,493,490,469,478)
> par7 = 'Bewoonbare oppervlakte (*1000)'
> par6 = 'Aantal bouwvergunningen'
> par5 = 'Aantal werklozen (*1000)'
> 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/1jdkz1228580079.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/2q5ze1228580079.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/364zk1228580079.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/422601228580079.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/57wl61228580079.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  
   -153.806        8.141  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6dfvt1228580079.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] 2269.296 2356.060 2442.823 2529.586 2616.350 2703.113 2789.877 2876.640
 [9] 2963.404 3050.167 3136.930 3223.694 3310.457 3397.221 3483.984 3570.748
[17] 3657.511 3744.274 3831.038 3917.801 4004.565 4091.328 4178.091 4264.855
[25] 4351.618 4438.382 4525.145 4611.909 4698.672 4785.435 4872.199 4958.962
[33] 5045.726 5132.489 5219.252 5306.016 5392.779 5479.543 5566.306 5653.070
[41] 5739.833 5826.596 5913.360 6000.123 6086.887 6173.650 6260.414 6347.177
[49] 6433.940 6520.704

$yords
 [1] 265.8105 274.3489 282.8872 291.4255 299.9639 308.5022 317.0406 325.5789
 [9] 334.1173 342.6556 351.1940 359.7323 368.2707 376.8090 385.3474 393.8857
[17] 402.4241 410.9624 419.5007 428.0391 436.5774 445.1158 453.6541 462.1925
[25] 470.7308 479.2692 487.8075 496.3459 504.8842 513.4226 521.9609 530.4993
[33] 539.0376 547.5759 556.1143 564.6526 573.1910 581.7293 590.2677 598.8060
[41] 607.3444 615.8827 624.4211 632.9594 641.4978 650.0361 658.5745 667.1128
[49] 675.6511 684.1895

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  6.974104e-05  7.269406e-05  7.654608e-05  5.782532e-05  2.142154e-05
 [2,]  8.764621e-05  1.126721e-04  1.149096e-04  1.195261e-04  8.090276e-05
 [3,]  8.291369e-05  1.433922e-04  1.678440e-04  1.723927e-04  1.736891e-04
 [4,]  6.337686e-05  1.385168e-04  2.137179e-04  2.344096e-04  2.471515e-04
 [5,]  3.635797e-05  1.086111e-04  2.094445e-04  2.939326e-04  3.131098e-04
 [6,]  1.261448e-05  6.572587e-05  1.667694e-04  2.897269e-04  3.799112e-04
 [7,]  2.288697e-06  2.469137e-05  1.054639e-04  2.311844e-04  3.725579e-04
 [8,]  2.054324e-07  4.904815e-06  4.272371e-05  1.506974e-04  2.929723e-04
 [9,]  8.967423e-09  4.836833e-07  9.280477e-06  6.541122e-05  1.928787e-04
[10,]  1.894184e-10  2.321904e-08  1.005133e-06  1.550741e-05  8.877157e-05
[11,]  1.933366e-12  5.395138e-10  5.305833e-08  1.843680e-06  2.289493e-05
[12,]  9.531626e-15  6.058033e-12  1.356143e-09  1.070051e-07  2.985418e-06
[13,]  2.269500e-17  3.285721e-14  1.675208e-11  3.008393e-09  1.904647e-07
[14,]  2.609697e-20  8.606833e-17  9.995713e-14  4.088161e-11  5.889735e-09
[15,]  1.449244e-23  1.088811e-19  2.880545e-16  2.683594e-13  8.804615e-11
[16,]  3.886722e-27  6.652022e-23  4.008975e-19  8.507971e-16  6.358294e-13
[17,]  5.034014e-31  1.962656e-26  2.694530e-22  1.302665e-18  2.217664e-15
[18,]  3.148757e-35  2.796588e-30  8.746343e-26  9.632412e-22  3.735545e-18
[19,]  9.511533e-40  1.924419e-34  1.371063e-29  3.439739e-25  3.038806e-21
[20,]  1.387574e-44  6.395358e-39  1.037963e-33  5.932116e-29  1.193840e-24
[21,]  9.775703e-50  1.026400e-43  3.794840e-38  4.940613e-33  2.265046e-28
[22,]  3.326095e-55  7.955413e-49  6.700375e-43  1.987220e-37  2.075399e-32
[23,]  5.465210e-61  2.977795e-54  5.713352e-48  3.860093e-42  9.183600e-37
[24,]  4.336851e-67  5.382970e-60  2.352760e-53  3.621128e-47  1.962540e-41
[25,]  1.661985e-73  4.699313e-66  4.678966e-59  1.640499e-52  2.025398e-46
[26,]  3.075925e-80  1.981265e-72  4.493838e-65  3.589245e-58  1.009478e-51
[27,]  2.749254e-87  4.034050e-79  2.084374e-71  3.792458e-64  2.429821e-57
[28,]  1.186710e-94  3.966711e-86  4.669006e-78  1.935215e-70  2.824503e-63
[29,] 2.473727e-102  1.883640e-93  5.050702e-85  4.768883e-77  1.585585e-69
[30,] 2.490361e-110 4.319842e-101  2.638647e-92  5.675520e-84  4.298709e-76
[31,] 1.210775e-118 4.784412e-109 6.657350e-100  3.262010e-91  5.628300e-83
[32,] 2.842858e-127 2.559056e-117 8.111705e-108  9.054315e-99  3.558828e-90
[33,] 3.223458e-136 6.610082e-126 4.773086e-116 1.213676e-106  1.086711e-97
[34,] 1.765202e-145 8.245914e-135 1.356409e-124 7.856947e-115 1.602598e-105
[35,] 4.668287e-155 4.967769e-144 1.861542e-133 2.456379e-123 1.141368e-113
[36,] 5.962264e-165 1.445355e-153 1.233802e-142 3.708750e-132 3.925703e-122
[37,] 3.677375e-175 2.030773e-163 3.949047e-152 2.704174e-141 6.520554e-131
[38,] 1.095399e-185 1.378019e-173 6.104437e-162 9.522423e-151 5.230665e-140
[39,] 1.575786e-196 4.515853e-184 4.557111e-172 1.619388e-160 2.026375e-149
[40,] 1.094696e-207 7.146547e-195 1.642881e-182 1.329927e-170 3.791025e-159
[41,] 3.672984e-219 5.462364e-206 2.860549e-193 5.275090e-181 3.425450e-169
[42,] 5.951076e-231 2.016124e-217 2.405172e-204 1.010385e-191 1.494633e-179
[43,] 4.656968e-243 3.594049e-229 9.767236e-216 9.346978e-203 3.149763e-190
[44,] 1.759786e-255 3.093861e-241 1.915352e-227 4.175497e-214 3.205347e-201
[45,] 3.211486e-268 1.286196e-253 1.813907e-239 9.008132e-226 1.575294e-212
[46,] 2.830654e-281 2.582538e-266 8.296854e-252 9.386251e-238 3.739193e-224
[47,] 1.204795e-294 2.503993e-279 1.832567e-264 4.722792e-250 4.285926e-236
[48,] 2.476447e-308 1.172490e-292 1.954772e-277 1.147612e-262 2.372471e-248
[49,] 2.470328e-322 2.651684e-306 1.007088e-290 1.346869e-275 6.342934e-261
[50,]  0.000000e+00 2.895719e-320 2.505438e-304 7.633115e-289 8.188921e-274
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  4.123919e-06  1.259347e-06  3.181904e-06  6.118270e-06  4.705915e-06
 [2,]  2.729056e-05  5.530677e-06  3.187902e-06  8.171875e-06  1.263360e-05
 [3,]  1.055378e-04  3.350405e-05  8.062902e-06  8.153187e-06  1.864888e-05
 [4,]  2.358328e-04  1.299918e-04  4.057436e-05  1.336789e-05  1.964805e-05
 [5,]  3.396638e-04  3.010676e-04  1.534038e-04  4.978695e-05  2.496180e-05
 [6,]  4.076406e-04  4.475532e-04  3.643298e-04  1.761028e-04  6.368293e-05
 [7,]  4.721003e-04  5.232213e-04  5.648175e-04  4.218354e-04  1.993670e-04
 [8,]  4.551511e-04  5.767492e-04  6.623754e-04  6.825290e-04  4.716037e-04
 [9,]  3.462241e-04  5.418554e-04  7.023157e-04  8.207763e-04  7.910814e-04
[10,]  2.235532e-04  3.927895e-04  6.426015e-04  8.529374e-04  9.869016e-04
[11,]  1.071802e-04  2.395002e-04  4.432113e-04  7.670243e-04  1.024070e-03
[12,]  2.989668e-05  1.160427e-04  2.460613e-04  5.127981e-04  9.181058e-04
[13,]  4.268931e-06  3.461554e-05  1.147345e-04  2.564485e-04  6.149138e-04
[14,]  2.992483e-07  5.394943e-06  3.577094e-05  1.079757e-04  2.874359e-04
[15,]  1.017672e-08  4.151379e-07  6.040247e-06  3.359826e-05  1.048327e-04
[16,]  1.673500e-10  1.552143e-08  5.090157e-07  6.036260e-06  3.013118e-05
[17,]  1.329503e-12  2.807385e-10  2.090581e-08  5.534546e-07  5.511780e-06
[18,]  5.101413e-15  2.453467e-12  4.157595e-10  2.490602e-08  5.395825e-07
[19,]  9.453524e-18  1.035651e-14  3.996339e-12  5.439919e-10  2.638917e-08
[20,]  8.460465e-21  2.111354e-17  1.855653e-14  5.748082e-12  6.306469e-10
[21,]  3.656654e-24  2.078763e-20  4.161659e-17  2.935182e-14  7.311570e-12
[22,]  7.632512e-28  9.884287e-24  4.507642e-20  7.240492e-17  4.101890e-14
[23,]  7.693758e-32  2.269733e-27  2.357924e-23  8.626822e-20  1.112379e-16
[24,]  3.745446e-36  2.517088e-31  5.956734e-27  4.964300e-23  1.457539e-19
[25,]  8.805522e-41  1.348061e-35  7.267356e-31  1.379651e-26  9.225359e-23
[26,]  9.997725e-46  3.486701e-40  4.281933e-35  1.851753e-30  2.820314e-26
[27,]  5.481985e-51  4.355227e-45  1.218413e-39  1.200307e-34  4.164222e-30
[28,]  1.451661e-56  2.627227e-50  1.674328e-44  3.757464e-39  2.969464e-34
[29,]  1.856405e-62  7.653591e-56  1.111138e-49  5.680427e-44  1.022621e-38
[30,]  1.146518e-68  1.076794e-61  3.561189e-55  4.147310e-49  1.700804e-43
[31,]  3.419633e-75  7.316290e-68  5.512043e-61  1.462322e-54  1.366115e-48
[32,]  4.925709e-82  2.400710e-74  4.120224e-67  2.490064e-60  5.299228e-54
[33,]  3.426385e-89  3.804233e-81  1.487334e-73  2.047661e-66  9.927031e-60
[34,]  1.151082e-96  2.911365e-88  2.592970e-80  8.132170e-73  8.981042e-66
[35,] 1.867526e-104  1.076011e-95  2.183117e-87  1.559716e-79  3.923964e-72
[36,] 1.463248e-112 1.920558e-103  8.876612e-95  1.444691e-86  8.279689e-79
[37,] 5.536624e-121 1.655444e-111 1.742989e-102  6.462233e-94  8.436874e-86
[38,] 1.011759e-129 6.891377e-120 1.652896e-110 1.396024e-101  4.151943e-93
[39,] 8.928930e-139 1.385441e-128 7.569846e-119 1.456445e-109 9.867609e-101
[40,] 3.805365e-148 1.345070e-137 1.674188e-127 7.337889e-118 1.132529e-108
[41,] 7.832786e-158 6.307014e-147 1.788306e-136 1.785533e-126 6.277761e-117
[42,] 7.785621e-168 1.428108e-156 9.224423e-146 2.098095e-135 1.680437e-125
[43,] 3.737623e-178 1.561788e-166 2.298049e-155 1.190705e-144 2.172502e-134
[44,] 8.664684e-189 8.247824e-177 2.764628e-165 3.263184e-154 1.356306e-143
[45,] 9.700619e-200 2.103518e-187 1.606215e-175 4.318855e-164 4.089262e-153
[46,] 5.245352e-211 2.591077e-198 4.507095e-186 2.760708e-174 5.954643e-163
[47,] 1.369625e-222 1.541229e-209 6.107224e-197 8.521728e-185 4.187194e-173
[48,] 1.727102e-234 4.427349e-221 3.996506e-208 1.270353e-195 1.421936e-183
[49,] 1.051880e-246 6.142579e-233 1.263125e-219 9.146379e-207 2.332189e-194
[50,] 3.093589e-259 4.115356e-245 1.927806e-231 3.179993e-218 1.847144e-205
              [,11]         [,12]         [,13]         [,14]         [,15]
 [1,]  1.317695e-06  1.319630e-07  4.994336e-09  1.127327e-10  3.153403e-12
 [2,]  7.779404e-06  1.747822e-06  1.425746e-07  5.027876e-09  1.665298e-10
 [3,]  2.309271e-05  1.138064e-05  2.058003e-06  1.414671e-07  5.719961e-09
 [4,]  3.780283e-05  3.740987e-05  1.476144e-05  2.171066e-06  1.382638e-07
 [5,]  4.323785e-05  6.813092e-05  5.381204e-05  1.704724e-05  2.106477e-06
 [6,]  4.938050e-05  8.581357e-05  1.093835e-04  6.895181e-05  1.770979e-05
 [7,]  8.701246e-05  9.676824e-05  1.529678e-04  1.569231e-04  7.917071e-05
 [8,]  2.250811e-04  1.280448e-04  1.794028e-04  2.448672e-04  2.021271e-04
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[13,]  1.089903e-03  1.383599e-03  1.416763e-03  1.035686e-03  5.986794e-04
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              [,16]         [,17]         [,18]         [,19]         [,20]
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[29,] 2.082148e-03 1.855828e-03 1.237103e-03 6.869020e-04 3.921789e-04
[30,] 1.545439e-03 1.924263e-03 1.716063e-03 1.157877e-03 6.594499e-04
[31,] 7.618169e-04 1.467864e-03 1.775887e-03 1.607216e-03 1.097394e-03
[32,] 2.308255e-04 7.532516e-04 1.356898e-03 1.642573e-03 1.512980e-03
[33,] 4.090490e-05 2.375348e-04 7.119791e-04 1.230992e-03 1.522855e-03
[34,] 4.100137e-06 4.336218e-05 2.321029e-04 6.471194e-04 1.106086e-03
[35,] 2.290700e-07 4.403066e-06 4.377023e-05 2.157230e-04 5.708390e-04
[36,] 7.151491e-09 2.431618e-07 4.563717e-06 4.188657e-05 1.918403e-04
[37,] 1.253997e-10 7.283058e-09 2.557861e-07 4.497429e-06 3.810590e-05
[38,] 1.223124e-12 1.198146e-10 7.615154e-09 2.588048e-07 4.204068e-06
[39,] 6.458415e-15 1.098066e-12 1.209893e-10 7.842333e-09 2.488564e-07
[40,] 1.786634e-17 5.596814e-15 1.044185e-12 1.245213e-10 7.747470e-09
[41,] 2.519849e-20 1.551171e-17 4.991113e-15 1.044598e-12 1.255394e-10
[42,] 1.778663e-23 2.263798e-20 1.327140e-17 4.721895e-15 1.057550e-12
[43,] 6.211576e-27 1.690698e-23 1.927648e-20 1.176253e-17 4.675349e-15
[44,] 1.065728e-30 6.333279e-27 1.482401e-23 1.629971e-20 1.106582e-17
[45,] 8.943323e-35 1.175049e-30 5.858036e-27 1.239195e-23 1.436449e-20
[46,] 3.659833e-39 1.071567e-34 1.163996e-30 5.016068e-27 1.036663e-23
[47,] 7.288303e-44 4.780372e-39 1.147054e-34 1.048066e-30 4.120639e-27
[48,] 7.051830e-49 1.039963e-43 5.559205e-39 1.104192e-34 8.770526e-31
[49,] 3.311061e-54 1.100881e-48 1.318290e-43 5.778009e-39 9.682182e-35
[50,] 7.537541e-60 5.661438e-54 1.524543e-48 1.488035e-43 5.406226e-39
             [,31]         [,32]         [,33]         [,34]         [,35]
 [1,] 2.229431e-93 2.747845e-102 1.247060e-111 2.831017e-121 6.612581e-131
 [2,] 4.585117e-86  1.286523e-94 1.322132e-103 6.572671e-113 3.277092e-122
 [3,] 4.555868e-79  2.910253e-87  6.777068e-96 7.399723e-105 7.862597e-114
 [4,] 2.187319e-72  3.181126e-80  1.679576e-88  4.039409e-97 9.134118e-106
 [5,] 5.075197e-66  1.680508e-73  2.012750e-81  1.069176e-89  5.139940e-98
 [6,] 5.692279e-60  4.291344e-67  1.166446e-74  1.372123e-82  1.401368e-90
 [7,] 3.087004e-54  5.298523e-61  3.269716e-68  8.538070e-76  1.851757e-83
 [8,] 8.098167e-49  3.164422e-55  4.434743e-62  2.576454e-69  1.186507e-76
 [9,] 1.028130e-43  9.145569e-50  2.911455e-56  3.771087e-63  3.688061e-70
[10,] 6.321475e-39  1.279924e-44  9.257372e-51  2.678293e-57  5.564297e-64
[11,] 1.883911e-34  8.680722e-40  1.426638e-45  9.234891e-52  4.077940e-58
[12,] 2.724262e-30  2.856114e-35  1.066616e-40  1.547106e-46  1.452967e-52
[13,] 1.914074e-26  4.564449e-31  3.873337e-36  1.260554e-41  2.519774e-47
[14,] 6.544853e-23  3.548725e-27  6.842134e-32  5.001802e-37  2.129908e-42
[15,] 1.091188e-19  1.344687e-23  5.889656e-28  9.680870e-33  8.790795e-38
[16,] 8.889844e-17  2.488526e-20  2.475484e-24  9.156970e-29  1.775390e-33
[17,] 3.547190e-14  2.254317e-17  5.091698e-21  4.241930e-25  1.759003e-29
[18,] 6.948108e-12  1.001917e-14  5.136664e-18  9.645304e-22  8.574031e-26
[19,] 6.694770e-10  2.189300e-12  2.547047e-15  1.078779e-18  2.062248e-22
[20,] 3.178183e-08  2.355935e-10  6.218471e-13  5.945447e-16  2.454361e-19
[21,] 7.440278e-07  1.249833e-08  7.483560e-11  1.616535e-13  1.448560e-16
[22,] 8.591015e-06  3.269435e-07  4.440763e-09  2.169229e-11  4.244963e-14
[23,] 4.892014e-05  4.214921e-06  1.298729e-07  1.435962e-09  6.176767e-12
[24,] 1.376055e-04  2.675313e-05  1.869673e-06  4.683335e-08  4.457312e-10
[25,] 1.939253e-04  8.359531e-05  1.322824e-05  7.511973e-07  1.591673e-08
[26,] 1.505297e-04  1.295416e-04  4.594572e-05  5.913764e-06  2.804960e-07
[27,] 1.075916e-04  1.059737e-04  7.861605e-05  2.281558e-05  2.433275e-06
[28,] 1.434545e-04  7.161927e-05  6.905280e-05  4.321494e-05  1.037775e-05
[29,] 2.298988e-04  1.016633e-04  4.545214e-05  4.135035e-05  2.182408e-05
[30,] 3.748364e-04  1.956323e-04  6.889587e-05  2.748435e-05  2.321710e-05
[31,] 6.414189e-04  3.561728e-04  1.614093e-04  4.488257e-05  1.636360e-05
[32,] 1.052274e-03  6.271433e-04  3.308675e-04  1.276242e-04  2.836986e-05
[33,] 1.429900e-03  1.018920e-03  6.045712e-04  2.934960e-04  9.512156e-05
[34,] 1.418252e-03  1.362186e-03  9.842722e-04  5.597828e-04  2.428766e-04
[35,] 9.955261e-04  1.336175e-03  1.307479e-03  9.271071e-04  4.855444e-04
[36,] 4.953852e-04  9.111995e-04  1.282115e-03  1.248048e-03  8.295588e-04
[37,] 1.647430e-04  4.316802e-04  8.617794e-04  1.247949e-03  1.156874e-03
[38,] 3.314976e-05  1.386830e-04  3.884200e-04  8.472025e-04  1.208372e-03
[39,] 3.741749e-06  2.780862e-05  1.175164e-04  3.704123e-04  8.536878e-04
[40,] 2.273331e-07  3.189004e-06  2.284498e-05  1.044058e-04  3.762323e-04
[41,] 7.275789e-09  1.982155e-07  2.622962e-06  1.899470e-05  1.012387e-04
[42,] 1.211789e-10  6.505409e-09  1.658949e-07  2.119378e-06  1.694071e-05
[43,] 1.043872e-12  1.112956e-10  5.568167e-09  1.344456e-07  1.761043e-06
[44,] 4.653321e-15  9.853275e-13  9.757739e-11  4.591281e-09  1.082695e-07
[45,] 1.083412e-17  4.497514e-15  8.862784e-13  8.219014e-11  3.695815e-09
[46,] 1.343020e-20  1.059482e-17  4.154745e-15  7.634052e-13  6.709347e-11
[47,] 9.087061e-24  1.298929e-20  1.002842e-17  3.665033e-15  6.347923e-13
[48,] 3.414013e-27  8.437779e-24  1.247455e-20  9.074031e-18  3.108312e-15
[49,] 7.088201e-31  2.977264e-27  8.054286e-24  1.156596e-20  7.861835e-18
[50,] 7.924809e-35  5.821903e-31  2.743481e-27  7.593073e-24  1.025950e-20
              [,36]         [,37]         [,38]         [,39]         [,40]
 [1,] 1.103477e-140 7.352011e-151 1.748260e-161 1.465839e-172 4.328457e-184
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 [4,] 1.696822e-114 1.326969e-123 3.727585e-133 3.694498e-143 1.289666e-153
 [5,] 2.121944e-106 3.768609e-115 2.410866e-124 5.443120e-134 4.328411e-144
 [6,]  1.282143e-98 5.169080e-107 7.530267e-116 3.872845e-125 7.015672e-135
 [7,]  3.743304e-91  3.424009e-99 1.135828e-107 1.330680e-116 5.491234e-126
 [8,]  5.281818e-84  1.095479e-91 8.274381e-100 2.208190e-108 2.075826e-117
 [9,]  3.602055e-77  1.692775e-84  2.911064e-92 1.769658e-100 3.789672e-109
[10,]  1.187423e-70  1.263299e-77  4.945814e-85  6.848677e-93 3.340991e-101
[11,]  1.892696e-64  4.553869e-71  4.058298e-78  1.280090e-85  1.422545e-93
[12,]  1.459005e-58  7.928524e-65  1.608142e-71  1.155424e-78  2.924976e-86
[13,]  5.441657e-53  6.668098e-59  3.077698e-65  5.036828e-72  2.904647e-79
[14,]  9.824182e-48  2.708972e-53  2.844582e-59  1.060359e-65  1.392974e-72
[15,]  8.591530e-43  5.316862e-48  1.269771e-53  1.078079e-59  3.226221e-66
[16,]  3.642975e-38  5.041836e-43  2.737369e-48  5.293346e-54  3.608485e-60
[17,]  7.499622e-34  2.310411e-38  2.850095e-43  1.255172e-48  1.949156e-54
[18,]  7.509544e-30  5.117600e-34  1.433226e-38  1.437377e-43  5.084627e-49
[19,]  3.666545e-26  5.481345e-30  3.481148e-34  7.949541e-39  6.405769e-44
[20,]  8.757334e-23  2.840362e-26  4.084063e-30  2.123261e-34  3.897318e-39
[21,]  1.027421e-19  7.126521e-23  2.314560e-26  2.738839e-30  1.145123e-34
[22,]  5.949878e-17  8.667668e-20  6.337309e-23  1.706228e-26  1.624915e-30
[23,]  1.709860e-14  5.118898e-17  8.384625e-20  5.133611e-23  1.113531e-26
[24,]  2.450870e-12  1.471454e-14  5.362090e-17  7.460058e-20  3.685309e-23
[25,]  1.759253e-10  2.065753e-12  1.658216e-14  5.236064e-17  5.890283e-20
[26,]  6.338197e-09  1.423104e-10  2.481562e-12  1.775227e-14  4.546737e-17
[27,]  1.146740e-07  4.843263e-09  1.799480e-10  2.907809e-12  1.695032e-14
[28,]  1.042124e-06  8.225679e-08  6.339283e-09  2.302077e-10  3.052092e-12
[29,]  4.772841e-06  7.093002e-07  1.091753e-07  8.819324e-09  2.654975e-10
[30,]  1.116295e-05  3.209563e-06  9.348372e-07  1.641071e-07  1.116579e-08
[31,]  1.388531e-05  8.097137e-06  4.167983e-06  1.501292e-06  2.276175e-07
[32,]  1.133192e-05  1.235962e-05  1.074378e-05  7.014896e-06  2.269033e-06
[33,]  1.828262e-05  1.252752e-05  1.831185e-05  1.850828e-05  1.138761e-05
[34,]  6.592169e-05  1.443897e-05  2.113708e-05  3.227496e-05  3.126330e-05
[35,]  1.840841e-04  4.270982e-05  1.776477e-05  3.903436e-05  5.488356e-05
[36,]  3.869725e-04  1.262773e-04  2.776572e-05  3.003406e-05  6.760699e-05
[37,]  6.895199e-04  2.796593e-04  7.813515e-05  2.238540e-05  5.290110e-05
[38,]  1.014689e-03  5.238238e-04  1.817339e-04  4.435219e-05  2.692960e-05
[39,]  1.131590e-03  8.243316e-04  3.598252e-04  1.057124e-04  2.510115e-05
[40,]  8.554579e-04  9.979560e-04  6.111016e-04  2.219643e-04  5.507728e-05
[41,]  3.969039e-04  8.250026e-04  8.127375e-04  4.094740e-04  1.224307e-04
[42,]  1.078493e-04  4.175647e-04  7.464860e-04  6.036752e-04  2.465564e-04
[43,]  1.718898e-05  1.214799e-04  4.224076e-04  6.235099e-04  4.060431e-04
[44,]  1.637461e-06  1.986077e-05  1.369814e-04  4.008091e-04  4.763232e-04
[45,]  9.299183e-08  1.827004e-06  2.447638e-05  1.480321e-04  3.514338e-04
[46,]  3.036208e-09  9.544615e-08  2.361437e-06  2.985980e-05  1.491822e-04
[47,]  5.440658e-11  2.837871e-09  1.220686e-07  3.182461e-06  3.432332e-05
[48,]  5.172184e-13  4.737325e-11  3.390384e-09  1.755600e-07  4.114979e-06
[49,]  2.563715e-15  4.330735e-13  5.109324e-11  4.965626e-09  2.507278e-07
[50,]  6.583943e-18  2.115483e-15  4.215221e-13  7.214405e-11  7.653195e-09
              [,41]         [,42]         [,43]         [,44]         [,45]
 [1,] 4.500853e-196 1.648035e-208 2.124955e-221 9.648068e-235 1.542558e-248
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[10,] 5.739472e-110 3.472001e-119 7.396037e-129 5.547867e-139 1.465424e-149
[11,] 5.567018e-102 7.671683e-111 3.722802e-120 6.361463e-130 3.827846e-140
[12,]  2.607578e-94 8.185858e-103 9.049037e-112 3.522479e-121 4.828416e-131
[13,]  5.898861e-87  4.218472e-95 1.062315e-103 9.420187e-113 2.941548e-122
[14,]  6.444317e-80  1.049841e-87  6.022559e-96 1.216597e-104 8.654114e-114
[15,]  3.400066e-73  1.261810e-80  1.648966e-88  7.588178e-97 1.229627e-105
[16,]  8.663170e-67  7.323907e-74  2.180319e-81  2.285627e-89  8.437249e-98
[17,]  1.065999e-60  2.052969e-67  1.392256e-74  3.324787e-82  2.795882e-90
[18,]  6.334723e-55  2.779153e-61  4.293471e-68  2.335678e-75  4.474324e-83
[19,]  1.818017e-49  1.816949e-55  6.394388e-62  7.924348e-69  3.458105e-76
[20,]  2.519704e-44  5.736587e-50  4.599062e-56  1.298355e-62  1.290706e-69
[21,]  1.686521e-39  8.746918e-45  1.597460e-50  1.027339e-56  2.326523e-63
[22,]  5.451611e-35  6.440909e-40  2.679672e-45  3.925769e-51  2.025247e-57
[23,]  8.510376e-31  2.290498e-35  2.170820e-40  7.244800e-46  8.514106e-52
[24,]  6.416083e-27  3.933781e-31  8.493057e-36  6.456941e-41  1.728620e-46
[25,]  2.336015e-23  3.262674e-27  1.604674e-31  2.779132e-36  1.694890e-41
[26,]  4.107460e-20  1.306857e-23  1.464200e-27  5.776731e-32  8.025532e-37
[27,]  3.487925e-17  2.527995e-20  6.452195e-24  5.798945e-28  1.835272e-32
[28,]  1.430402e-14  2.361640e-17  1.373101e-20  2.811273e-24  2.026814e-28
[29,]  2.833151e-12  1.065491e-14  1.411209e-17  6.581890e-21  1.080989e-24
[30,]  2.710595e-10  2.321630e-12  7.004422e-15  7.441948e-18  2.784298e-21
[31,]  1.253365e-08  2.443406e-10  1.679034e-12  4.063669e-15  3.463411e-18
[32,]  2.806185e-07  1.242575e-08  1.943946e-10  1.071639e-12  2.080570e-15
[33,]  3.061969e-06  3.057528e-07  1.087359e-08  1.364917e-10  6.036158e-13
[34,]  1.664243e-05  3.657723e-06  2.941430e-07  8.398067e-09  8.457723e-11
[35,]  4.812505e-05  2.162330e-05  3.861611e-06  2.497981e-07  5.724404e-09
[36,]  8.542352e-05  6.648501e-05  2.490333e-05  3.601278e-06  1.872510e-07
[37,]  1.060054e-04  1.204129e-04  8.204156e-05  2.539049e-05  2.965920e-06
[38,]  8.616220e-05  1.497313e-04  1.532287e-04  9.017995e-05  2.289851e-05
[39,]  4.078725e-05  1.259923e-04  1.907109e-04  1.755861e-04  8.811241e-05
[40,]  1.771374e-05  6.176980e-05  1.646017e-04  2.193780e-04  1.806896e-04
[41,]  2.612094e-05  1.862076e-05  8.544690e-05  1.923217e-04  2.281025e-04
[42,]  6.023772e-05  1.213745e-05  2.431881e-05  1.055476e-04  2.014626e-04
[43,]  1.329519e-04  2.644271e-05  6.842816e-06  3.149595e-05  1.159509e-04
[44,]  2.463976e-04  6.408176e-05  1.044328e-05  5.796728e-06  3.712142e-05
[45,]  3.311483e-04  1.346656e-04  2.758510e-05  3.867056e-06  6.327532e-06
[46,]  2.821777e-04  2.089195e-04  6.624965e-05  1.060775e-05  1.557710e-06
[47,]  1.379509e-04  2.062261e-04  1.193787e-04  2.933642e-05  3.653444e-06
[48,]  3.619966e-05  1.158806e-04  1.365412e-04  6.167231e-05  1.169459e-05
[49,]  4.891822e-06  3.454133e-05  8.782115e-05  8.156723e-05  2.874851e-05
[50,]  3.321111e-07  5.244937e-06  2.958339e-05  5.974449e-05  4.380305e-05
              [,46]         [,47]         [,48]         [,49]         [,50]
 [1,] 8.684647e-263 1.721759e-277 1.201993e-292 2.954896e-308 4.940656e-324
 [2,] 3.616186e-250 1.633164e-264 2.597277e-279 1.454513e-294 2.868293e-310
 [3,] 7.272479e-238 7.482067e-252 2.710629e-266 3.458036e-281 1.553444e-296
 [4,] 7.062581e-226 1.655242e-239 1.366057e-253 3.969969e-268 4.062676e-283
 [5,] 3.312648e-214 1.768615e-227 3.325071e-241 2.201300e-255 5.131738e-270
 [6,] 7.503722e-203 9.126304e-216 3.908612e-229 5.894690e-243 3.130447e-257
 [7,] 8.207872e-192 2.274090e-204 2.218678e-217 7.622396e-231 9.221377e-245
 [8,] 4.336228e-181 2.736840e-193 6.082695e-206 4.760509e-219 1.311951e-232
 [9,] 1.106326e-170 1.590672e-182 8.053550e-195 1.435836e-207 9.014244e-221
[10,] 1.363044e-160 4.464432e-172 5.149107e-184 2.091261e-196 2.990830e-209
[11,] 8.110755e-151 6.051703e-162 1.590023e-173 1.471092e-185 4.792734e-198
[12,] 2.330614e-141 3.961372e-152 2.370993e-163 4.997186e-175 3.708754e-187
[13,] 3.234460e-132 1.252383e-142 1.707583e-153 8.198553e-165 1.386117e-176
[14,] 2.167744e-123 1.912066e-133 5.938915e-144 6.495638e-155 2.501751e-166
[15,] 7.016475e-115 1.409853e-124 9.975584e-135 2.485496e-145 2.180698e-156
[16,] 1.096745e-106 5.020192e-116 8.091782e-126 4.592810e-136 9.179529e-147
[17,]  8.279104e-99 8.632911e-108 3.169864e-117 4.098590e-127 1.866104e-137
[18,]  3.018224e-91 7.169434e-100 5.996914e-109 1.766367e-118 1.832070e-128
[19,]  5.314008e-84  2.875516e-92 5.479221e-101 3.676479e-110 8.686668e-120
[20,]  4.518258e-77  5.569601e-85  2.417612e-93 3.695382e-102 1.989024e-111
[21,]  1.855284e-70  5.209823e-78  5.151634e-86  1.793813e-94 2.199467e-103
[22,]  3.679091e-64  2.353491e-71  5.301442e-79  4.205191e-87  1.174588e-95
[23,]  3.523393e-58  5.134435e-65  2.634715e-72  4.760854e-80  3.029313e-88
[24,]  1.629603e-52  5.409703e-59  6.323748e-66  2.603070e-73  3.773160e-81
[25,]  3.639847e-47  2.752544e-53  7.329847e-60  6.873305e-67  2.269575e-74
[26,]  3.926224e-42  6.763722e-48  4.103041e-54  8.764680e-61  6.592870e-68
[27,]  2.045321e-37  8.026607e-43  1.109205e-48  5.397615e-55  9.249115e-62
[28,]  5.145581e-33  4.600070e-38  1.448118e-43  1.605289e-49  6.266299e-56
[29,]  6.251746e-29  1.273184e-33  9.130411e-39  2.305683e-44  2.050299e-50
[30,]  3.668219e-25  1.701784e-29  2.780118e-34  1.599307e-39  3.239732e-45
[31,]  1.039448e-21  1.098529e-25  4.088181e-30  5.357456e-35  2.472268e-40
[32,]  1.422454e-18  3.424570e-22  2.903247e-26  8.667062e-31  9.111051e-36
[33,]  9.400870e-16  5.155776e-19  9.957067e-23  6.771409e-27  1.621569e-31
[34,]  3.000485e-13  3.748616e-16  1.649174e-19  2.554897e-23  1.393764e-27
[35,]  4.625147e-11  1.316265e-13  1.319150e-16  4.655430e-20  5.785424e-24
[36,]  3.443641e-09  2.232135e-11  5.095835e-14  4.096729e-17  1.159769e-20
[37,]  1.238911e-07  1.828258e-09  9.506858e-12  1.741034e-14  1.122791e-17
[38,]  2.156740e-06  7.234702e-08  8.566148e-10  3.573345e-12  5.249500e-15
[39,]  1.825603e-05  1.384567e-06  3.728665e-08  3.542092e-10  1.185313e-12
[40,]  7.639794e-05  1.286100e-05  7.846323e-07  1.696015e-08  1.292582e-10
[41,]  1.665063e-04  5.870337e-05  8.003299e-06  3.924853e-07  6.808362e-09
[42,]  2.143318e-04  1.370239e-04  3.993278e-05  4.398271e-06  1.732855e-07
[43,]  1.897253e-04  1.817608e-04  1.004540e-04  2.402898e-05  2.134197e-06
[44,]  1.133517e-04  1.610329e-04  1.388161e-04  6.546956e-05  1.278257e-05
[45,]  3.896676e-05  9.879761e-05  1.234206e-04  9.522440e-05  3.786794e-05
[46,]  6.965344e-06  3.627619e-05  7.696801e-05  8.549948e-05  5.850484e-05
[47,]  8.929014e-07  7.001974e-06  2.995018e-05  5.374345e-05  5.352778e-05
[48,]  1.139464e-06  7.372789e-07  6.267265e-06  2.195548e-05  3.373015e-05
[49,]  4.197009e-06  3.362683e-07  6.701368e-07  4.968117e-06  1.431560e-05
[50,]  1.206535e-05  1.355918e-06  1.082971e-07  5.713929e-07  3.485640e-06

> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (y,z)',xlab=par6,ylab=par7)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(y,z)
> (r<-lm(z ~ y))

Call:
lm(formula = z ~ y)

Coefficients:
(Intercept)            y  
    86.8412       0.0865  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/772yu1228580079.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] 398.0480 403.4338 408.8196 414.2054 419.5912 424.9770 430.3628 435.7486
 [9] 441.1344 446.5202 451.9059 457.2917 462.6775 468.0633 473.4491 478.8349
[17] 484.2207 489.6065 494.9923 500.3781 505.7639 511.1497 516.5355 521.9213
[25] 527.3071 532.6929 538.0787 543.4645 548.8503 554.2361 559.6219 565.0077
[33] 570.3935 575.7793 581.1651 586.5509 591.9367 597.3225 602.7083 608.0941
[41] 613.4798 618.8656 624.2514 629.6372 635.0230 640.4088 645.7946 651.1804
[49] 656.5662 661.9520

$yords
 [1] 265.8105 274.3489 282.8872 291.4255 299.9639 308.5022 317.0406 325.5789
 [9] 334.1173 342.6556 351.1940 359.7323 368.2707 376.8090 385.3474 393.8857
[17] 402.4241 410.9624 419.5007 428.0391 436.5774 445.1158 453.6541 462.1925
[25] 470.7308 479.2692 487.8075 496.3459 504.8842 513.4226 521.9609 530.4993
[33] 539.0376 547.5759 556.1143 564.6526 573.1910 581.7293 590.2677 598.8060
[41] 607.3444 615.8827 624.4211 632.9594 641.4978 650.0361 658.5745 667.1128
[49] 675.6511 684.1895

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.026598e-06 1.240710e-05 1.664675e-05 2.188982e-05 2.812609e-05
 [2,] 1.764309e-05 2.410392e-05 3.194514e-05 4.148367e-05 5.272580e-05
 [3,] 3.268500e-05 4.459596e-05 5.851347e-05 7.501177e-05 9.429109e-05
 [4,] 5.724871e-05 7.841742e-05 1.022286e-04 1.294565e-04 1.607861e-04
 [5,] 9.458552e-05 1.307476e-04 1.701281e-04 2.132441e-04 2.615214e-04
 [6,] 1.471204e-04 2.062262e-04 2.691983e-04 3.351016e-04 4.059586e-04
 [7,] 2.151083e-04 3.070593e-04 4.041605e-04 5.018334e-04 6.016011e-04
 [8,] 2.953685e-04 4.308560e-04 5.745487e-04 7.151099e-04 8.509986e-04
 [9,] 3.807738e-04 5.691091e-04 7.720355e-04 9.680302e-04 1.148368e-03
[10,] 4.610986e-04 7.074122e-04 9.794732e-04 1.242966e-03 1.477002e-03
[11,] 5.253246e-04 8.280506e-04 1.172961e-03 1.512442e-03 1.809126e-03
[12,] 5.647379e-04 9.145391e-04 1.327148e-03 1.744061e-03 2.109625e-03
[13,] 5.755503e-04 9.564806e-04 1.422279e-03 1.908641e-03 2.343650e-03
[14,] 5.598081e-04 9.525847e-04 1.450095e-03 1.988690e-03 2.485986e-03
[15,] 5.241134e-04 9.103327e-04 1.415782e-03 1.983395e-03 2.528343e-03
[16,] 4.767993e-04 8.424108e-04 1.334860e-03 1.907502e-03 2.480892e-03
[17,] 4.249779e-04 7.617068e-04 1.226519e-03 1.784425e-03 2.366888e-03
[18,] 3.728282e-04 6.773252e-04 1.106738e-03 1.636982e-03 2.212791e-03
[19,] 3.216720e-04 5.932988e-04 9.844158e-04 1.480318e-03 2.038796e-03
[20,] 2.713530e-04 5.100214e-04 8.617943e-04 1.320070e-03 1.854298e-03
[21,] 2.218489e-04 4.269803e-04 7.379806e-04 1.155647e-03 1.659767e-03
[22,] 1.741805e-04 3.449854e-04 6.129380e-04 9.857615e-04 1.452841e-03
[23,] 1.303114e-04 2.668055e-04 4.896560e-04 8.126901e-04 1.234447e-03
[24,] 9.237363e-05 1.962851e-04 3.737622e-04 6.432214e-04 1.011588e-03
[25,] 6.182549e-05 1.368261e-04 2.714367e-04 4.865516e-04 7.959533e-04
[26,] 3.900480e-05 9.020628e-05 1.871677e-04 3.509834e-04 6.000226e-04
[27,] 2.319178e-05 5.623903e-05 1.225229e-04 2.413948e-04 4.331994e-04
[28,] 1.300993e-05 3.319687e-05 7.623661e-05 1.584622e-04 2.997794e-04
[29,] 6.899326e-06 1.859285e-05 4.518254e-05 9.945814e-05 1.990884e-04
[30,] 3.467999e-06 9.906835e-06 2.556567e-05 5.979052e-05 1.270143e-04
[31,] 1.657215e-06 5.035379e-06 1.383963e-05 3.446970e-05 7.787128e-05
[32,] 7.550221e-07 2.446947e-06 7.177601e-06 1.906604e-05 4.586702e-05
[33,] 3.287519e-07 1.138610e-06 3.568419e-06 1.011667e-05 2.594263e-05
[34,] 1.370324e-07 5.076866e-07 1.700679e-06 5.148465e-06 1.409186e-05
[35,] 5.472835e-08 2.169652e-07 7.770799e-07 2.514512e-06 7.363966e-06
[36,] 2.095385e-08 8.891512e-08 3.408226e-07 1.181640e-06 3.718209e-06
[37,] 7.698574e-09 3.500822e-08 1.439921e-07 5.372949e-07 1.827857e-06
[38,] 2.721603e-09 1.330363e-08 5.901075e-08 2.385893e-07 8.840659e-07
[39,] 9.312125e-10 4.921117e-09 2.371574e-08 1.047221e-07 4.253761e-07
[40,] 3.115194e-10 1.794300e-09 9.472710e-09 4.597268e-08 2.051830e-07
[41,] 1.033344e-10 6.541671e-10 3.805141e-09 2.032071e-08 9.926292e-08
[42,] 3.449078e-11 2.410957e-10 1.544431e-09 9.024472e-09 4.780044e-08
[43,] 1.168897e-11 8.998205e-11 6.299506e-10 3.984558e-09 2.262356e-08
[44,] 4.014044e-12 3.370031e-11 2.547689e-10 1.723551e-09 1.038050e-08
[45,] 1.379030e-12 1.246478e-11 1.005240e-10 7.199494e-10 4.563119e-09
[46,] 4.655796e-13 4.476738e-12 3.814127e-11 2.870647e-10 1.904594e-09
[47,] 1.518719e-13 1.539549e-12 1.376486e-11 1.083541e-10 7.500963e-10
[48,] 4.724405e-14 5.019191e-13 4.689687e-12 3.850088e-11 2.775721e-10
[49,] 1.389076e-14 1.541051e-13 1.501055e-12 1.283144e-11 9.624233e-11
[50,] 3.838338e-15 4.437486e-14 4.499774e-13 4.001660e-12 3.120931e-11
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.545584e-05 4.486626e-05 5.916917e-05 8.328427e-05 1.229989e-04
 [2,] 6.547459e-05 8.035072e-05 1.003936e-04 1.320050e-04 1.837891e-04
 [3,] 1.158288e-04 1.394480e-04 1.677689e-04 2.083105e-04 2.728423e-04
 [4,] 1.955980e-04 2.325782e-04 2.729912e-04 3.245576e-04 4.020934e-04
 [5,] 3.148573e-04 3.708860e-04 4.285478e-04 4.942558e-04 5.850102e-04
 [6,] 4.831193e-04 5.640532e-04 6.449173e-04 7.289678e-04 8.335804e-04
 [7,] 7.071101e-04 8.175200e-04 9.269725e-04 1.034064e-03 1.153887e-03
 [8,] 9.881191e-04 1.129792e-03 1.270671e-03 1.404578e-03 1.541460e-03
 [9,] 1.319387e-03 1.490638e-03 1.661422e-03 1.823031e-03 1.978403e-03
[10,] 1.684281e-03 1.880836e-03 2.075197e-03 2.260915e-03 2.434423e-03
[11,] 2.056301e-03 2.273818e-03 2.482500e-03 2.684371e-03 2.872868e-03
[12,] 2.401951e-03 2.639211e-03 2.854176e-03 3.062631e-03 3.260735e-03
[13,] 2.686817e-03 2.947913e-03 3.167277e-03 3.376235e-03 3.579243e-03
[14,] 2.883662e-03 3.177796e-03 3.409160e-03 3.621558e-03 3.830276e-03
[15,] 2.979701e-03 3.318395e-03 3.578573e-03 3.809493e-03 4.034985e-03
[16,] 2.979611e-03 3.372594e-03 3.683338e-03 3.958488e-03 4.223895e-03
[17,] 2.902255e-03 3.353939e-03 3.735243e-03 4.084531e-03 4.421866e-03
[18,] 2.772194e-03 3.280111e-03 3.743775e-03 4.192095e-03 4.634029e-03
[19,] 2.610020e-03 3.165342e-03 3.711145e-03 4.269869e-03 4.839074e-03
[20,] 2.426355e-03 3.015559e-03 3.631003e-03 4.293374e-03 4.993469e-03
[21,] 2.222175e-03 2.828820e-03 3.491915e-03 4.233842e-03 5.045614e-03
[22,] 1.994410e-03 2.600558e-03 3.284265e-03 4.069894e-03 4.954449e-03
[23,] 1.742897e-03 2.330366e-03 3.007249e-03 3.797090e-03 4.704846e-03
[24,] 1.474573e-03 2.026344e-03 2.672352e-03 3.431182e-03 4.313437e-03
[25,] 1.203057e-03 1.704828e-03 2.301615e-03 3.003858e-03 3.822905e-03
[26,] 9.446848e-04 1.386194e-03 1.921829e-03 2.553313e-03 3.287962e-03
[27,] 7.137138e-04 1.089418e-03 1.557780e-03 2.114189e-03 2.759626e-03
[28,] 5.190925e-04 8.280914e-04 1.227574e-03 1.710991e-03 2.274139e-03
[29,] 3.637121e-04 6.090841e-04 9.412888e-04 1.356611e-03 1.849639e-03
[30,] 2.455751e-04 4.334320e-04 7.022733e-04 1.054812e-03 1.489506e-03
[31,] 1.597252e-04 2.981834e-04 5.094080e-04 8.040633e-04 1.188731e-03
[32,] 1.000046e-04 1.981602e-04 3.590037e-04 6.005461e-04 9.396053e-04
[33,] 6.025058e-05 1.272120e-04 2.459030e-04 4.395589e-04 7.348314e-04
[34,] 3.496086e-05 7.903001e-05 1.640728e-04 3.157874e-04 5.682422e-04
[35,] 1.959888e-05 4.771412e-05 1.071063e-04 2.233191e-04 4.343594e-04
[36,] 1.067838e-05 2.818403e-05 6.880396e-05 1.559357e-04 3.279546e-04
[37,] 5.704007e-06 1.641938e-05 4.373226e-05 1.076875e-04 2.440657e-04
[38,] 3.016563e-06 9.500413e-06 2.758077e-05 7.346047e-05 1.783111e-04
[39,] 1.591713e-06 5.475935e-06 1.723315e-05 4.927757e-05 1.271532e-04
[40,] 8.398281e-07 3.135367e-06 1.060460e-05 3.227692e-05 8.790572e-05
[41,] 4.409307e-07 1.769129e-06 6.370296e-06 2.047564e-05 5.851289e-05
[42,] 2.279852e-07 9.732133e-07 3.699840e-06 1.248044e-05 3.726189e-05
[43,] 1.146551e-07 5.163344e-07 2.059409e-06 7.258638e-06 2.257741e-05
[44,] 5.543644e-08 2.617613e-07 1.090692e-06 4.005547e-06 1.295734e-05
[45,] 2.553129e-08 1.258974e-07 5.465755e-07 2.088042e-06 7.018041e-06
[46,] 1.112400e-08 5.714664e-08 2.581068e-07 1.024777e-06 3.577097e-06
[47,] 4.563408e-09 2.439004e-08 1.145103e-07 4.723120e-07 1.711919e-06
[48,] 1.756883e-09 9.762204e-09 4.762492e-08 2.040341e-07 7.679055e-07
[49,] 6.333691e-10 3.657585e-09 1.853829e-08 8.249250e-08 3.224057e-07
[50,] 2.134856e-10 1.281089e-09 6.745782e-09 3.118003e-08 1.265595e-07
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.819156e-04 2.575889e-04 3.393575e-04 4.106269e-04 4.559329e-04
 [2,] 2.626401e-04 3.681164e-04 4.882125e-04 6.005770e-04 6.809406e-04
 [3,] 3.726881e-04 5.110466e-04 6.760860e-04 8.401843e-04 9.688518e-04
 [4,] 5.223483e-04 6.940033e-04 9.074622e-04 1.131223e-03 1.320224e-03
 [5,] 7.235792e-04 9.260348e-04 1.187483e-03 1.474656e-03 1.732654e-03
 [6,] 9.873513e-04 1.215504e-03 1.520650e-03 1.870410e-03 2.201568e-03
 [7,] 1.319457e-03 1.566344e-03 1.907741e-03 2.315367e-03 2.719716e-03
 [8,] 1.715884e-03 1.973735e-03 2.341831e-03 2.799953e-03 3.274935e-03
 [9,] 2.159667e-03 2.421085e-03 2.805359e-03 3.305098e-03 3.847270e-03
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[41,] 6.583821e-04 6.255556e-04 5.391694e-04 4.138541e-04 2.803354e-04
[42,] 4.838634e-04 4.732625e-04 4.221247e-04 3.361014e-04 2.364097e-04
[43,] 3.348038e-04 3.365053e-04 3.104291e-04 2.563608e-04 1.872537e-04
[44,] 2.180257e-04 2.245876e-04 2.140835e-04 1.833254e-04 1.390526e-04
[45,] 1.336776e-04 1.405934e-04 1.382822e-04 1.227332e-04 9.666197e-05
[46,] 7.727415e-05 8.254050e-05 8.358909e-05 7.684073e-05 6.282564e-05
[47,] 4.221640e-05 4.546943e-05 4.726619e-05 4.495395e-05 3.814347e-05
[48,] 2.187522e-05 2.353344e-05 2.500215e-05 2.456266e-05 2.161761e-05
[49,] 1.080326e-05 1.146919e-05 1.237810e-05 1.253211e-05 1.143131e-05
[50,] 5.117009e-06 5.281183e-06 5.742030e-06 5.971141e-06 5.638530e-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  
   169.5639       0.5234  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1jdkz1228580079.ps tmp/1jdkz1228580079.png")
> system("convert tmp/2q5ze1228580079.ps tmp/2q5ze1228580079.png")
> system("convert tmp/364zk1228580079.ps tmp/364zk1228580079.png")
> system("convert tmp/422601228580079.ps tmp/422601228580079.png")
> system("convert tmp/57wl61228580079.ps tmp/57wl61228580079.png")
> system("convert tmp/6dfvt1228580079.ps tmp/6dfvt1228580079.png")
> system("convert tmp/772yu1228580079.ps tmp/772yu1228580079.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.201   1.450   2.948