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

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> z <- c(527070,509846,514258,516922,507561,492622,490243,469357,477580,528379,533590,517945,506174)
> y <- c(276427,266424,267153,268381,262522,255542,253158,243803,250741,280445,285257,270976,261076)
> x <- c(250643,243422,247105,248541,245039,237080,237085,225554,226839,247934,248333,246969,245098)
> par7 = 'totale werkloosheid'
> par6 = 'vrouwen'
> par5 = 'mannen'
> 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/1xi7e1226480789.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/2xd221226480789.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/3niml1226480789.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/4wz6h1226480790.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/5vy3l1226480790.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  
 -43794.840        1.274  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6jwsp1226480790.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] 229677.7 231100.3 232522.8 233945.3 235367.9 236790.4 238213.0 239635.5
 [9] 241058.1 242480.6 243903.1 245325.7 246748.2 248170.8 249593.3 251015.8
[17] 252438.4 253860.9 255283.5 256706.0 258128.6 259551.1 260973.6 262396.2
[25] 263818.7 265241.3 266663.8 268086.4 269508.9 270931.4 272354.0 273776.5
[33] 275199.1 276621.6 278044.2 279466.7 280889.2 282311.8 283734.3 285156.9
[41] 286579.4 288001.9 289424.5 290847.0 292269.6 293692.1 295114.7 296537.2
[49] 297959.7 299382.3

$yords
 [1] 450845.6 452912.0 454978.5 457044.9 459111.4 461177.8 463244.3 465310.7
 [9] 467377.2 469443.6 471510.0 473576.5 475642.9 477709.4 479775.8 481842.3
[17] 483908.7 485975.2 488041.6 490108.1 492174.5 494240.9 496307.4 498373.8
[25] 500440.3 502506.7 504573.2 506639.6 508706.1 510772.5 512838.9 514905.4
[33] 516971.8 519038.3 521104.7 523171.2 525237.6 527304.1 529370.5 531437.0
[41] 533503.4 535569.8 537636.3 539702.7 541769.2 543835.6 545902.1 547968.5
[49] 550035.0 552101.4

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  6.701811e-09  5.280493e-09  2.319552e-09  1.055928e-09  1.122945e-09
 [2,]  6.152045e-09  8.551827e-09  6.236739e-09  2.638802e-09  1.430625e-09
 [3,]  3.358139e-09  8.252660e-09  1.058458e-08  7.156177e-09  2.979886e-09
 [4,]  1.092325e-09  4.739787e-09  1.073894e-08  1.270846e-08  7.986231e-09
 [5,]  2.121103e-10  1.623156e-09  6.490635e-09  1.355655e-08  1.480443e-08
 [6,]  2.461339e-11  3.319603e-10  2.340424e-09  8.623899e-09  1.660295e-08
 [7,]  1.706872e-12  4.057537e-11  5.041542e-10  3.274662e-09  1.111797e-08
 [8,]  7.067128e-14  2.963358e-12  6.490788e-11  7.430108e-10  4.446150e-09
 [9,]  1.743935e-15  1.291609e-13  4.991922e-12  1.007553e-10  1.062623e-09
[10,]  2.558911e-17  3.353171e-15  2.290080e-13  8.158984e-12  1.517616e-10
[11,]  2.226875e-19  5.172525e-17  6.253518e-15  3.938929e-13  1.293803e-11
[12,]  1.146398e-21  4.728709e-19  1.013914e-16  1.131130e-14  6.571873e-13
[13,]  3.482879e-24  2.555488e-21  9.735295e-19  1.927194e-16  1.984228e-14
[14,]  6.231633e-27  8.145107e-24  5.521928e-21  1.943091e-18  3.551804e-16
[15,]  6.554935e-30  1.528091e-26  1.846135e-23  1.156557e-20  3.759686e-18
[16,]  4.047821e-33  1.684669e-29  3.631166e-26  4.055294e-23  2.347912e-20
[17,]  1.465792e-36  1.089970e-32  4.195298e-29  8.361418e-26  8.632888e-23
[18,]  3.109853e-40  4.134220e-36  2.843627e-32  1.012288e-28  1.865679e-25
[19,]  3.863065e-44  9.185401e-40  1.129669e-35  7.187696e-32  2.366617e-28
[20,]  2.808176e-48  1.194692e-43  2.628267e-39  2.990477e-35  1.760177e-31
[21,]  1.194123e-52  9.092044e-48  3.579124e-43  7.285384e-39  7.669287e-35
[22,]  2.969485e-57  4.047262e-52  2.851574e-47  1.038713e-42  1.956337e-38
[23,]  4.317419e-62  1.053506e-56  1.328765e-51  8.663476e-47  2.920159e-42
[24,]  3.669470e-67  1.603235e-61  3.620398e-56  4.225785e-51  2.549637e-46
[25,]  1.822946e-72  1.426214e-66  5.766815e-61  1.205171e-55  1.301799e-50
[26,]  5.292889e-78  7.415618e-72  5.369377e-66  2.009274e-60  3.886056e-55
[27,]  8.981033e-84  2.253433e-77  2.921940e-71  1.958032e-65  6.781130e-60
[28,]  8.905573e-90  4.001830e-83  9.292944e-77  1.115212e-70  6.916398e-65
[29,]  5.160290e-96  4.152985e-89  1.727177e-82  3.712049e-76  4.122848e-70
[30,] 1.747295e-102  2.518545e-95  1.875934e-88  7.220697e-82  1.436279e-75
[31,] 3.457077e-109 8.924750e-102  1.190593e-94  8.207654e-88  2.923928e-81
[32,] 3.996741e-116 1.847996e-108 4.415431e-101  5.451674e-94  3.478354e-87
[33,] 2.700001e-123 2.235990e-115 9.568644e-108 2.115986e-100  2.418015e-93
[34,] 1.065753e-130 1.580797e-122 1.211626e-114 4.798890e-107 9.821873e-100
[35,] 2.458059e-138 6.530215e-130 8.964664e-122 6.359440e-114 2.331219e-106
[36,] 3.312699e-146 1.576281e-137 3.875748e-129 4.924414e-121 3.233193e-113
[37,] 2.608551e-154 2.223150e-145 9.790562e-137 2.228039e-128 2.620082e-120
[38,] 1.200205e-162 1.832075e-153 1.445107e-144 5.890234e-136 1.240627e-127
[39,] 3.226733e-171 8.822054e-162 1.246363e-152 9.099024e-144 3.432579e-135
[40,] 5.068679e-180 2.482110e-170 6.280800e-161 8.212660e-152 5.549168e-143
[41,] 4.652255e-189 4.080463e-179 1.849366e-169 4.331227e-160 5.241720e-151
[42,] 2.495075e-198 3.919668e-188 3.181866e-178 1.334717e-168 2.893149e-159
[43,] 7.818268e-208 2.199869e-197 3.198524e-187 2.403128e-177 9.329937e-168
[44,] 1.431593e-217 7.214816e-207 1.878873e-196 2.528389e-186 1.758185e-176
[45,] 1.531561e-227 1.382485e-216 6.448412e-206 1.554244e-195 1.935798e-185
[46,] 9.573818e-238 1.547860e-226 1.293136e-215 5.582528e-205 1.245351e-194
[47,] 3.496809e-248 1.012602e-236 1.515206e-225 1.171598e-214 4.681226e-204
[48,] 7.462674e-259 3.870633e-247 1.037374e-235 1.436688e-224 1.028167e-213
[49,] 9.305783e-270 8.644920e-258 4.149870e-246 1.029395e-234 1.319482e-223
[50,] 6.780827e-281 1.128263e-268 9.700712e-257 4.309935e-245 9.894910e-234
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  1.020145e-09  5.545407e-10  2.354616e-10  1.100222e-10  4.228016e-11
 [2,]  1.656661e-09  1.427414e-09  7.508555e-10  3.364631e-10  1.648737e-10
 [3,]  1.973289e-09  2.384903e-09  1.944157e-09  1.003129e-09  4.804554e-10
 [4,]  3.371207e-09  2.744487e-09  3.343577e-09  2.581427e-09  1.327955e-09
 [5,]  8.683514e-09  3.858682e-09  3.810276e-09  4.560660e-09  3.348484e-09
 [6,]  1.673675e-08  9.223109e-09  4.505524e-09  5.234854e-09  6.050882e-09
 [7,]  1.972872e-08  1.836857e-08  9.606298e-09  5.388455e-09  7.070601e-09
 [8,]  1.390814e-08  2.274688e-08  1.958014e-08  9.864875e-09  6.589849e-09
 [9,]  5.858050e-09  1.688291e-08  2.545018e-08  2.028647e-08  1.006060e-08
[10,]  1.474725e-09  7.489911e-09  1.988714e-08  2.763441e-08  2.045121e-08
[11,]  2.218021e-10  1.986019e-09  9.292969e-09  2.273283e-08  2.912447e-08
[12,]  1.990414e-11  3.145305e-10  2.595292e-09  1.118880e-08  2.521735e-08
[13,]  1.063550e-12  2.970561e-11  4.327470e-10  3.290831e-09  1.307249e-08
[14,]  3.375485e-14  1.669391e-12  4.300607e-11  5.776424e-10  4.048805e-09
[15,]  6.346691e-16  5.568266e-14  2.541349e-12  6.039369e-11  7.480248e-10
[16,]  7.051820e-18  1.099501e-15  8.906708e-14  3.751881e-12  8.226191e-11
[17,]  4.619722e-20  1.282096e-17  1.846588e-15  1.381341e-13  5.371385e-12
[18,]  1.780938e-22  8.809486e-20  2.259378e-17  3.006397e-15  2.077051e-13
[19,]  4.033712e-25  3.560297e-22  1.628058e-19  3.859097e-17  4.744647e-15
[20,]  5.360726e-28  8.450281e-25  6.896905e-22  2.915782e-19  6.388410e-17
[21,]  4.176047e-31  1.176474e-27  1.715244e-24  1.294607e-21  5.060489e-19
[22,]  1.905419e-34  9.598669e-31  2.501482e-27  3.373324e-24  2.354662e-21
[23,]  5.089053e-38  4.586065e-34  2.137404e-30  5.152972e-27  6.427745e-24
[24,]  7.952499e-42  1.282406e-37  1.069296e-33  4.610851e-30  1.028385e-26
[25,]  7.268537e-46  2.097925e-41  3.130494e-37  2.415245e-33  9.635984e-30
[26,]  3.884653e-50  2.007209e-45  5.361185e-41  7.402689e-37  5.284767e-33
[27,]  1.213758e-54  1.122865e-49  5.369224e-45  1.327112e-40  1.695713e-36
[28,]  2.216823e-59  3.672179e-54  3.143955e-49  1.391249e-44  3.182271e-40
[29,]  2.366439e-64  7.019684e-59  1.076162e-53  8.526821e-49  3.491945e-44
[30,]  1.476395e-69  7.842911e-64  2.153149e-58  3.054921e-53  2.240125e-48
[31,]  5.382827e-75  5.121011e-69  2.517741e-63  6.397065e-58  8.399985e-53
[32,]  1.146854e-80  1.954056e-74  1.720549e-68  7.828892e-63  1.840976e-57
[33,]  1.427879e-86  4.357253e-80  6.871144e-74  5.599384e-68  2.358067e-62
[34,]  1.038797e-92  5.677438e-86  1.603482e-79  2.340262e-73  1.765072e-67
[35,]  4.415988e-99  4.322698e-92  2.186596e-85  5.715660e-79  7.720691e-73
[36,] 1.096952e-105  1.923196e-98  1.742383e-91  8.157262e-85  1.973482e-78
[37,] 1.592153e-112 4.999574e-105  8.112661e-98  6.802554e-91  2.947580e-84
[38,] 1.350288e-119 7.594324e-112 2.207153e-104  3.314761e-97  2.572497e-90
[39,] 6.691482e-127 6.740630e-119 3.508799e-111 9.438247e-104  1.311914e-96
[40,] 1.937525e-134 3.495769e-126 3.259245e-118 1.570237e-110 3.909251e-103
[41,] 3.278021e-142 1.059315e-133 1.768956e-125 1.526447e-117 6.806534e-110
[42,] 3.240615e-150 1.875681e-141 5.610075e-133 8.670633e-125 6.924870e-117
[43,] 1.871781e-158 1.940466e-149 1.039525e-140 2.877637e-132 4.116378e-124
[44,] 6.317712e-167 1.173085e-157 1.125582e-148 5.580795e-140 1.429859e-131
[45,] 1.245877e-175 4.143472e-166 7.120846e-157 6.323681e-148 2.901925e-139
[46,] 1.435578e-184 8.551378e-175 2.632225e-165 4.186789e-156 3.441254e-147
[47,] 9.665288e-194 1.031203e-183 5.685272e-174 1.619679e-164 2.384430e-155
[48,] 3.802236e-203 7.265886e-193 7.174899e-183 3.661117e-173 9.653594e-164
[49,] 8.739756e-213 2.991363e-202 5.290741e-192 4.835423e-182 2.283652e-172
[50,] 1.173889e-222 7.196417e-212 2.279729e-201 3.731820e-191 3.156717e-181
              [,11]         [,12]         [,13]         [,14]         [,15]
 [1,]  9.593740e-12  1.177606e-12  7.740774e-14  2.738048e-15  5.246195e-17
 [2,]  6.111715e-11  1.300715e-11  1.492883e-12  9.194388e-14  3.055564e-15
 [3,]  2.426632e-10  8.599503e-11  1.714684e-11  1.841452e-12  1.063669e-13
 [4,]  6.843015e-10  3.498400e-10  1.177365e-10  2.198394e-11  2.210893e-12
 [5,]  1.749099e-09  9.691043e-10  4.930002e-10  1.568239e-10  2.742072e-11
 [6,]  4.254955e-09  2.299788e-09  1.359590e-09  6.780820e-10  2.032284e-10
 [7,]  7.811861e-09  5.314891e-09  3.024374e-09  1.882483e-09  9.093365e-10
 [8,]  9.346702e-09  9.823301e-09  6.552402e-09  3.978514e-09  2.563740e-09
 [9,]  8.186002e-09  1.205853e-08  1.205062e-08  8.007792e-09  5.226929e-09
[10,]  1.027906e-08  1.023267e-08  1.516050e-08  1.445358e-08  9.742576e-09
[11,]  2.009374e-08  1.061830e-08  1.275009e-08  1.856530e-08  1.699913e-08
[12,]  2.979850e-08  1.928779e-08  1.117337e-08  1.571052e-08  2.215140e-08
[13,]  2.714673e-08  2.960566e-08  1.815142e-08  1.201935e-08  1.903163e-08
[14,]  1.482074e-08  2.836064e-08  2.857390e-08  1.683003e-08  1.319563e-08
[15,]  4.833172e-09  1.630452e-08  2.875450e-08  2.680620e-08  1.547534e-08
[16,]  9.396822e-10  5.597606e-09  1.740443e-08  2.829455e-08  2.446577e-08
[17,]  1.086737e-10  1.145063e-09  6.289494e-09  1.802648e-08  2.702296e-08
[18,]  7.456738e-12  1.392329e-10  1.353431e-09  6.855669e-09  1.811531e-08
[19,]  3.027824e-13  1.003718e-11  1.729917e-10  1.551583e-09  7.249047e-09
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[23,]  4.149646e-21  1.386964e-18  2.401040e-16  2.153891e-14  1.001807e-12
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[50,] 1.379816e-171 3.116600e-162 3.637615e-153 2.193947e-144 6.837693e-136
              [,16]         [,17]         [,18]         [,19]        [,20]
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             [,21]        [,22]        [,23]        [,24]        [,25]
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[43,] 1.283593e-32 2.453787e-29 2.424310e-26 1.237934e-23 3.267271e-21
[44,] 4.998303e-36 1.711111e-32 3.027318e-29 2.768052e-26 1.308102e-23
[45,] 1.137426e-39 6.973401e-36 2.209415e-32 3.617681e-29 3.061360e-26
[46,] 1.512580e-43 1.660810e-39 9.423738e-36 2.763341e-32 4.187571e-29
[47,] 1.175420e-47 2.311455e-43 2.348940e-39 1.233553e-35 3.347719e-32
[48,] 5.337479e-52 1.879865e-47 3.421419e-43 3.217944e-39 1.564041e-35
[49,] 1.416246e-56 8.933740e-52 2.912145e-47 4.905470e-43 4.270113e-39
[50,] 2.195889e-61 2.480918e-56 1.448428e-51 4.369839e-47 6.812723e-43
             [,31]        [,32]        [,33]         [,34]         [,35]
 [1,] 7.968116e-82 2.738245e-88 4.863515e-95 4.464387e-102 2.117816e-109
 [2,] 4.309718e-76 2.652051e-82 8.435347e-89  1.386679e-95 1.178084e-102
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 [5,] 2.721420e-60 9.610841e-66 1.754922e-71  1.656543e-77  8.082412e-84
 [6,] 1.719678e-55 1.087040e-60 3.553489e-66  6.005746e-72  5.246977e-78
 [7,] 6.355575e-51 7.189536e-56 4.206909e-61  1.272914e-66  1.991194e-72
 [8,] 1.374176e-46 2.781161e-51 2.912490e-56  1.577501e-61  4.417910e-67
 [9,] 1.738767e-42 6.293896e-47 1.179326e-51  1.143241e-56  5.731471e-62
[10,] 1.288018e-38 8.335055e-43 2.793630e-47  4.845951e-52  4.348332e-57
[11,] 5.588778e-35 6.462077e-39 3.872679e-43  1.201740e-47  1.929680e-52
[12,] 1.421343e-31 2.934360e-35 3.142793e-39  1.744021e-43  5.010133e-48
[13,] 2.120379e-28 7.808910e-32 1.493749e-35  1.481680e-39  7.612643e-44
[14,] 1.857397e-25 1.218821e-28 4.160604e-32  7.372663e-36  6.771914e-40
[15,] 9.565406e-23 1.116759e-25 6.795993e-29  2.149769e-32  3.528237e-36
[16,] 2.900475e-20 6.013857e-23 6.515569e-26  3.675836e-29  1.077240e-32
[17,] 5.187853e-18 1.906006e-20 3.670419e-23  3.688687e-26  1.928647e-29
[18,] 5.485211e-16 3.561281e-18 1.216492e-20  2.174589e-23  2.026390e-26
[19,] 3.436929e-14 3.930699e-16 2.375821e-18  7.540516e-21  1.250655e-23
[20,] 1.279828e-12 2.568790e-14 2.739255e-16  1.540175e-18  4.539263e-21
[21,] 2.841378e-11 9.966850e-13 1.868595e-14  1.856236e-16  9.701862e-19
[22,] 3.774785e-10 2.303062e-11 7.560751e-13  1.322718e-14  1.223024e-16
[23,] 3.014243e-09 3.180901e-10 1.820005e-11  5.586047e-13  9.110411e-15
[24,] 1.455832e-08 2.637865e-09 2.615629e-10  1.402045e-11  4.018998e-13
[25,] 4.298994e-08 1.321873e-08 2.254388e-09  2.098536e-10  1.052711e-11
[26,] 7.931228e-08 4.046419e-08 1.172813e-08  1.881403e-09  1.642524e-10
[27,] 9.559974e-08 7.730024e-08 3.723206e-08  1.016822e-08  1.533104e-09
[28,] 8.148166e-08 9.625450e-08 7.368309e-08  3.349357e-08  8.614510e-09
[29,] 5.370388e-08 8.429880e-08 9.491908e-08  6.869972e-08  2.946010e-08
[30,] 2.810406e-08 5.653822e-08 8.581164e-08  9.165525e-08  6.265880e-08
[31,] 1.104637e-08 2.975364e-08 5.916958e-08  8.582886e-08  8.664981e-08
[32,] 3.089083e-09 1.164182e-08 3.178466e-08  6.133427e-08  8.425998e-08
[33,] 7.449564e-10 3.192045e-09 1.256775e-08  3.406155e-08  6.277867e-08
[34,] 3.681572e-10 6.779825e-10 3.429236e-09  1.381401e-08  3.639813e-08
[35,] 2.742248e-10 2.466989e-10 6.694403e-10  3.812992e-09  1.533025e-08
[36,] 1.398533e-10 1.732364e-10 1.742195e-10  7.132040e-10  4.345269e-09
[37,] 4.245651e-11 9.171215e-11 1.070620e-10  1.360082e-10  8.062934e-10
[38,] 7.569868e-12 2.915253e-11 5.831783e-11  6.543008e-11  1.220593e-10
[39,] 7.911244e-13 5.444670e-12 1.939607e-11  3.598513e-11  4.049797e-11
[40,] 4.842229e-14 5.959336e-13 3.794081e-12  1.250451e-11  2.158746e-11
[41,] 1.734749e-15 3.819378e-14 4.348888e-13  2.561454e-12  7.812328e-12
[42,] 3.636057e-17 1.432586e-15 2.918438e-14  3.074530e-13  1.675367e-12
[43,] 4.457335e-19 3.143392e-17 1.146026e-15  2.160255e-14  2.105673e-13
[44,] 3.195055e-21 4.033736e-19 2.632444e-17  8.881017e-16  1.549044e-14
[45,] 1.338885e-23 3.026453e-21 3.535980e-19  2.135458e-17  6.666719e-16
[46,] 3.279566e-26 1.327424e-23 2.776901e-21  3.002489e-19  1.678031e-17
[47,] 4.695189e-29 3.403137e-26 1.274802e-23  2.468029e-21  2.469582e-19
[48,] 3.928442e-32 5.099203e-29 3.420631e-26  1.185864e-23  2.124738e-21
[49,] 1.920850e-35 4.465272e-32 5.364302e-29  3.330341e-26  1.068534e-23
[50,] 5.488653e-39 2.285096e-35 4.916383e-32  5.466209e-29  3.140783e-26
              [,36]         [,37]         [,38]         [,39]         [,40]
 [1,] 5.191805e-117 6.577264e-125 4.305885e-133 1.456686e-141 2.546556e-150
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 [4,]  1.024776e-96 7.457592e-104 2.804634e-111 5.450709e-119 5.474235e-127
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 [7,]  1.610068e-78  6.728992e-85  1.453456e-91  1.622484e-98 9.359935e-106
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[10,]  2.017699e-62  4.840441e-68  6.002650e-74  3.847576e-80  1.274642e-86
[11,]  1.602680e-57  6.882874e-63  1.528158e-68  1.753821e-74  1.040357e-80
[12,]  7.446637e-53  5.724254e-58  2.275167e-63  4.674855e-69  4.965155e-75
[13,]  2.024393e-48  2.784935e-53  1.981293e-58  7.287818e-64  1.385781e-69
[14,]  3.221008e-44  7.928299e-49  1.009446e-53  6.646175e-59  2.262343e-64
[15,]  3.000517e-40  1.321093e-44  3.009657e-49  3.546317e-54  2.160729e-59
[16,]  1.637202e-36  1.288957e-40  5.252809e-45  1.107490e-49  1.207627e-54
[17,]  5.235186e-33  7.366779e-37  5.368591e-41  2.024839e-45  3.950685e-50
[18,]  9.816620e-30  2.467621e-33  3.214519e-37  2.168190e-41  7.567762e-46
[19,]  1.080247e-26  4.847438e-30  1.128201e-33  1.360370e-37  8.491644e-42
[20,]  6.982362e-24  5.588456e-27  2.322370e-30  5.003686e-34  5.583896e-38
[21,]  2.653791e-21  3.784383e-24  2.805851e-27  1.079602e-30  2.152971e-34
[22,]  5.938254e-19  1.506803e-21  1.991322e-24  1.367344e-27  4.870260e-31
[23,]  7.834633e-17  3.531727e-19  8.309595e-22  1.017377e-24  6.468164e-28
[24,]  6.105093e-15  4.879512e-17  2.041058e-19  4.451130e-22  5.047326e-25
[25,]  2.815496e-13  3.980215e-15  2.954679e-17  1.146270e-19  2.316153e-22
[26,]  7.702914e-12  1.920333e-13  2.524458e-15  1.739535e-17  6.256272e-20
[27,]  1.254003e-10  5.492158e-12  1.275117e-13  1.557655e-15  9.957789e-18
[28,]  1.219674e-09  9.337086e-11  3.815241e-12  8.242342e-14  9.350143e-16
[29,]  7.131081e-09  9.471788e-10  6.779247e-11  2.581926e-12  5.186292e-14
[30,]  2.533592e-08  5.767207e-09  7.178905e-10  4.798859e-11  1.702006e-12
[31,]  5.590696e-08  2.130297e-08  4.556025e-09  5.309265e-10  3.311368e-11
[32,]  8.019150e-08  4.879712e-08  1.750997e-08  3.514973e-09  3.830566e-10
[33,]  8.112259e-08  7.264001e-08  4.166032e-08  1.406641e-08  2.647646e-09
[34,]  6.328550e-08  7.653895e-08  6.439148e-08  3.478347e-08  1.104125e-08
[35,]  3.857417e-08  6.269736e-08  7.072313e-08  5.584435e-08  2.839447e-08
[36,]  1.702629e-08  4.035700e-08  6.093529e-08  6.396029e-08  4.736910e-08
[37,]  5.013788e-09  1.877732e-08  4.152682e-08  5.800995e-08  5.658033e-08
[38,]  9.463786e-10  5.789797e-09  2.043426e-08  4.190304e-08  5.402328e-08
[39,]  1.259054e-10  1.129629e-09  6.627992e-09  2.183871e-08  4.136787e-08
[40,]  2.661217e-11  1.434462e-10  1.349096e-09  7.468963e-09  2.284137e-08
[41,]  1.264950e-11  1.990393e-11  1.719144e-10  1.593800e-09  8.244296e-09
[42,]  4.731315e-12  7.325023e-12  1.784275e-11  2.090492e-10  1.848651e-09
[43,]  1.061634e-12  2.779742e-12  4.308974e-12  1.882429e-11  2.525115e-10
[44,]  1.397070e-13  6.517840e-13  1.587599e-12  2.723095e-12  2.183103e-11
[45,]  1.076001e-14  8.979437e-14  3.877403e-13  8.861652e-13  2.001944e-12
[46,]  4.847803e-16  7.240243e-15  5.590949e-14  2.235819e-13  4.900683e-13
[47,]  1.277273e-17  3.414746e-16  4.719328e-15  3.372376e-14  1.250789e-13
[48,]  1.967587e-19  9.417605e-18  2.329959e-16  2.979858e-15  1.970689e-14
[49,]  1.771839e-21  1.518489e-19  6.726145e-18  1.539989e-16  1.822606e-15
[50,]  9.326311e-24  1.431242e-21  1.135164e-19  4.653404e-18  9.859660e-17
              [,41]         [,42]         [,43]         [,44]         [,45]
 [1,] 2.300502e-159 1.073905e-168 2.590571e-178 3.229270e-188 2.080136e-198
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[10,]  2.182356e-93 1.930993e-100 8.829858e-108 2.086570e-115 2.548082e-123
[11,]  3.189574e-87  5.053748e-94 4.138299e-101 1.751233e-108 3.829779e-116
[12,]  2.725666e-81  7.733202e-88  1.133928e-94 8.592806e-102 3.365114e-109
[13,]  1.362055e-75  6.919304e-82  1.816706e-88  2.465146e-95 1.728722e-102
[14,]  3.980925e-70  3.620791e-76  1.702146e-82  4.135623e-89  5.193041e-96
[15,]  6.806249e-65  1.108263e-70  9.327737e-77  4.057695e-83  9.122926e-90
[16,]  6.808784e-60  1.984616e-65  2.990289e-71  2.328859e-77  9.374397e-84
[17,]  3.986330e-55  2.079690e-60  5.609104e-66  7.820089e-72  5.635377e-78
[18,]  1.366322e-50  1.275653e-55  6.157888e-61  1.536710e-66  1.982320e-72
[19,]  2.742619e-46  4.581645e-51  3.957862e-56  1.767697e-61  4.081433e-67
[20,]  3.225382e-42  9.638717e-47  1.489776e-51  1.190666e-56  4.919951e-62
[21,]  2.223357e-38  1.188274e-42  3.285403e-47  4.697884e-52  3.473548e-57
[22,]  8.988296e-35  8.588513e-39  4.246695e-43  1.086222e-47  1.436851e-52
[23,]  2.132319e-31  3.641366e-35  3.219061e-39  1.472461e-43  3.483931e-48
[24,]  2.970492e-28  9.061920e-32  1.431743e-35  1.170856e-39  4.954018e-44
[25,]  2.431819e-25  1.324571e-28  3.738715e-32  5.464385e-36  4.133379e-40
[26,]  1.170898e-22  1.138014e-25  5.735746e-29  1.497701e-32  2.024714e-36
[27,]  3.318772e-20  5.751397e-23  5.173341e-26  2.412317e-29  5.826336e-33
[28,]  5.542741e-18  1.711248e-20  2.745282e-23  2.284883e-26  9.855464e-30
[29,]  5.460272e-16  3.000155e-18  8.577625e-21  1.273541e-23  9.805900e-27
[30,]  3.176515e-14  3.102166e-16  1.579241e-18  4.180040e-21  5.742528e-24
[31,]  1.092768e-12  1.893709e-14  1.714659e-16  8.084683e-19  1.980578e-21
[32,]  2.226962e-11  6.832748e-13  1.098814e-14  9.220503e-17  4.025388e-19
[33,]  2.695488e-10  1.459392e-11  4.160179e-13  6.205244e-15  4.823833e-17
[34,]  1.946574e-09  1.849453e-10  9.317506e-12  2.466163e-13  3.410258e-15
[35,]  8.465433e-09  1.396405e-09  1.236969e-10  5.794338e-12  1.423187e-13
[36,]  2.265496e-08  6.337448e-09  9.770729e-10  8.062235e-11  3.509034e-12
[37,]  3.928408e-08  1.766007e-08  4.630574e-09  6.665824e-10  5.119162e-11
[38,]  4.892869e-08  3.183904e-08  1.344404e-08  3.300794e-09  4.432227e-10
[39,]  4.915963e-08  4.133735e-08  2.520708e-08  9.990041e-09  2.294377e-09
[40,]  3.988329e-08  4.366678e-08  3.409912e-08  1.948438e-08  7.242442e-09
[41,]  2.332109e-08  3.749772e-08  3.782922e-08  2.744802e-08  1.469688e-08
[42,]  8.883888e-09  2.320145e-08  3.434065e-08  3.193763e-08  2.154768e-08
[43,]  2.095257e-09  9.324532e-09  2.246187e-08  3.060592e-08  2.625939e-08
[44,]  2.995482e-10  2.313570e-09  9.518394e-09  2.114062e-08  2.652631e-08
[45,]  2.617719e-11  3.469025e-10  2.484136e-09  9.439777e-09  1.932929e-08
[46,]  1.794787e-12  3.133482e-11  3.909469e-10  2.590591e-09  9.088853e-09
[47,]  2.773391e-13  1.888975e-12  3.683019e-11  4.279904e-10  2.621917e-09
[48,]  6.805276e-14  1.711769e-13  2.154912e-12  4.219798e-11  4.546954e-10
[49,]  1.115835e-14  3.624233e-14  1.251109e-13  2.509452e-12  4.697868e-11
[50,]  1.079897e-15  6.124368e-15  1.920472e-14  1.119328e-13  2.893726e-12
              [,46]         [,47]         [,48]         [,49]         [,50]
 [1,] 6.924002e-209 1.190969e-219 1.058574e-230 4.862051e-242 1.153971e-253
 [2,] 2.342776e-199 7.217415e-210 1.148976e-220 9.451874e-232 4.017934e-243
 [3,] 4.632338e-190 2.555976e-200 7.287731e-211 1.073759e-221 8.175220e-233
 [4,] 5.352356e-181 5.289368e-191 2.701113e-201 7.127895e-212 9.719843e-223
 [5,] 3.614130e-172 6.396787e-182 5.850611e-192 2.765168e-202 6.753394e-213
 [6,] 1.426181e-163 4.520930e-173 7.405660e-183 6.268765e-193 2.742091e-203
 [7,] 3.288964e-155 1.867248e-164 5.478096e-174 8.305028e-184 6.506324e-194
 [8,] 4.433032e-147 4.507420e-156 2.368329e-165 6.430460e-175 9.022501e-185
 [9,] 3.492266e-139 6.359335e-148 5.984194e-157 2.909966e-166 7.312356e-176
[10,] 1.608020e-131 5.244020e-140 8.837510e-149 7.696384e-158 3.463645e-167
[11,] 4.328188e-124 2.527772e-132 7.628977e-141 1.189842e-149 9.589707e-159
[12,] 6.810418e-117 7.122829e-125 3.849751e-133 1.075255e-141 1.551984e-150
[13,] 6.265056e-110 1.173373e-117 1.135676e-125 5.680367e-134 1.468249e-142
[14,] 3.369996e-103 1.130203e-110 1.958834e-118 1.754481e-126 8.120945e-135
[15,]  1.060053e-96 6.365764e-104 1.975586e-111 3.168536e-119 2.626241e-127
[16,]  1.950280e-90  2.096971e-97 1.165253e-104 3.346374e-112 4.966492e-120
[17,]  2.098969e-84  4.040597e-91  4.020037e-98 2.067053e-105 5.492926e-113
[18,]  1.321752e-78  4.555131e-85  8.113568e-92  7.469176e-99 3.553655e-106
[19,]  4.871241e-73  3.005132e-79  9.582211e-86  1.579186e-92  1.345104e-99
[20,]  1.050965e-67  1.160486e-73  6.623565e-80  1.954014e-86  2.979441e-93
[21,]  1.327832e-62  2.624038e-68  2.680552e-74  1.415418e-80  3.863094e-87
[22,]  9.827788e-58  3.475342e-63  6.353291e-69  6.003891e-75  2.932780e-81
[23,]  4.262944e-53  2.697097e-58  8.822302e-64  1.491873e-69  1.304129e-75
[24,]  1.084188e-48  1.227037e-53  7.180517e-59  2.172481e-64  3.398026e-70
[25,]  1.617548e-44  3.274065e-49  3.427031e-54  1.854794e-59  5.190152e-65
[26,]  1.416467e-40  5.126418e-45  9.595968e-50  9.288867e-55  4.649285e-60
[27,]  7.284529e-37  4.712776e-41  1.577241e-45  2.730110e-50  2.443773e-55
[28,]  2.201435e-33  2.545241e-37  1.522620e-41  4.711799e-46  7.541149e-51
[29,]  3.911876e-30  8.080288e-34  8.638106e-38  4.777785e-42  1.366959e-46
[30,]  4.089795e-27  1.508773e-30  2.881555e-34  2.848024e-38  1.456317e-42
[31,]  2.517138e-24  1.657919e-27  5.655295e-31  9.985605e-35  9.123773e-39
[32,]  9.125046e-22  1.072676e-24  6.533159e-28  2.060335e-31  3.363035e-35
[33,]  1.949379e-19  4.088244e-22  4.444503e-25  2.502805e-28  7.296631e-32
[34,]  2.455172e-17  9.181978e-20  1.781213e-22  1.790615e-25  9.322073e-29
[35,]  1.823775e-15  1.215640e-17  4.206520e-20  7.547139e-23  7.014935e-26
[36,]  7.994008e-14  9.490006e-16  5.855106e-18  1.874333e-20  3.109829e-23
[37,]  2.068937e-12  4.369716e-14  4.804158e-16  2.743057e-18  8.122376e-21
[38,]  3.165562e-11  1.187342e-12  2.324050e-14  2.365725e-16  1.249856e-18
[39,]  2.871165e-10  1.905770e-11  6.630732e-13  1.202419e-14  1.133023e-16
[40,]  1.554422e-09  1.811286e-10  1.116643e-11  3.602380e-13  6.050486e-15
[41,]  5.119846e-09  1.025947e-09  1.112332e-10  6.365618e-12  1.903460e-13
[42,]  1.081201e-08  3.527404e-09  6.593701e-10  6.647076e-11  3.529465e-12
[43,]  1.648830e-08  7.753523e-09  2.367311e-09  4.124632e-10  3.863762e-11
[44,]  2.101445e-08  1.229177e-08  5.417212e-09  1.546820e-09  2.510174e-10
[45,]  2.234424e-08  1.635993e-08  8.922904e-09  3.685673e-09  9.835569e-10
[46,]  1.715942e-08  1.828368e-08  1.238463e-08  6.304583e-09  2.440686e-09
[47,]  8.491520e-09  1.478417e-08  1.452785e-08  9.112896e-09  4.333950e-09
[48,]  2.574048e-09  7.695426e-09  1.235832e-08  1.120575e-08  6.515661e-09
[49,]  4.685099e-10  2.450440e-09  6.762934e-09  1.002031e-08  8.388233e-09
[50,]  5.074617e-11  4.680269e-10  2.261518e-09  5.762446e-09  7.879101e-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  
  84582.982        1.596  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/727m01226480790.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] 220463.2 221183.0 221902.9 222622.7 223342.5 224062.3 224782.1 225501.9
 [9] 226221.7 226941.5 227661.3 228381.1 229100.9 229820.7 230540.5 231260.3
[17] 231980.1 232700.0 233419.8 234139.6 234859.4 235579.2 236299.0 237018.8
[25] 237738.6 238458.4 239178.2 239898.0 240617.8 241337.6 242057.4 242777.2
[33] 243497.0 244216.9 244936.7 245656.5 246376.3 247096.1 247815.9 248535.7
[41] 249255.5 249975.3 250695.1 251414.9 252134.7 252854.5 253574.3 254294.1
[49] 255014.0 255733.8

$yords
 [1] 450845.6 452912.0 454978.5 457044.9 459111.4 461177.8 463244.3 465310.7
 [9] 467377.2 469443.6 471510.0 473576.5 475642.9 477709.4 479775.8 481842.3
[17] 483908.7 485975.2 488041.6 490108.1 492174.5 494240.9 496307.4 498373.8
[25] 500440.3 502506.7 504573.2 506639.6 508706.1 510772.5 512838.9 514905.4
[33] 516971.8 519038.3 521104.7 523171.2 525237.6 527304.1 529370.5 531437.0
[41] 533503.4 535569.8 537636.3 539702.7 541769.2 543835.6 545902.1 547968.5
[49] 550035.0 552101.4

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  1.248628e-08  1.400620e-08  1.233302e-08  8.612593e-09  4.767966e-09
 [2,]  1.043692e-08  1.611395e-08  1.919956e-08  1.794060e-08  1.329029e-08
 [3,]  5.524717e-09  1.195102e-08  1.962179e-08  2.483481e-08  2.462769e-08
 [4,]  1.825326e-09  5.607361e-09  1.291145e-08  2.254452e-08  3.031286e-08
 [5,]  3.758040e-10  1.641661e-09  5.369472e-09  1.316075e-08  2.444033e-08
 [6,]  6.619149e-11  3.056360e-10  1.394567e-09  4.851277e-09  1.265677e-08
 [7,]  7.708176e-11  8.142166e-11  2.467848e-10  1.122249e-09  4.136452e-09
 [8,]  1.769033e-10  1.654035e-10  1.360003e-10  2.180030e-10  8.642430e-10
 [9,]  2.713025e-10  3.500506e-10  3.435169e-10  2.673109e-10  2.474911e-10
[10,]  2.651883e-10  4.790938e-10  6.546971e-10  6.787099e-10  5.403745e-10
[11,]  1.642087e-10  4.173891e-10  7.992492e-10  1.156962e-09  1.269351e-09
[12,]  6.424885e-11  2.302806e-10  6.206434e-10  1.259682e-09  1.931704e-09
[13,]  1.656789e-11  8.071368e-11  3.053699e-10  8.720905e-10  1.875880e-09
[14,]  4.242669e-12  1.988518e-11  9.674201e-11  3.834569e-10  1.158517e-09
[15,]  2.437206e-12  6.666304e-12  2.452254e-11  1.119594e-10  4.573151e-10
[16,]  1.642139e-12  4.727493e-12  1.160172e-11  3.275627e-11  1.281209e-10
[17,]  7.469208e-13  2.973966e-12  8.923813e-12  2.127352e-11  4.905751e-11
[18,]  2.126554e-13  1.208034e-12  5.103732e-12  1.613449e-11  3.914689e-11
[19,]  3.764751e-14  3.061912e-13  1.848014e-12  8.290302e-12  2.774045e-11
[20,]  4.146232e-15  4.830496e-14  4.172500e-13  2.674864e-12  1.274308e-11
[21,]  2.847821e-16  4.750482e-15  5.872911e-14  5.384881e-13  3.665134e-12
[22,]  1.225066e-17  2.922224e-16  5.166131e-15  6.772193e-14  6.586844e-13
[23,]  3.319726e-19  1.130150e-17  2.852420e-16  5.339135e-15  7.414615e-14
[24,]  5.703896e-21  2.765241e-19  9.943163e-18  2.652485e-16  5.251025e-15
[25,]  6.249736e-23  4.307295e-21  2.202237e-19  8.355625e-18  2.353308e-16
[26,]  4.380750e-25  4.290019e-23  3.115622e-21  1.678896e-19  6.715612e-18
[27,]  1.963081e-27  2.734705e-25  2.822566e-23  2.159946e-21  1.226255e-19
[28,]  5.598347e-30  1.112279e-27  1.634971e-25  1.779509e-23  1.435226e-21
[29,]  1.008825e-32  2.868262e-30  6.023745e-28  9.352073e-26  1.074211e-23
[30,]  1.139607e-35  4.652713e-33  1.401029e-30  3.113741e-28  5.111207e-26
[31,]  8.010623e-39  4.710677e-36  2.040537e-33  6.514695e-31  1.533846e-28
[32,]  3.482671e-42  2.956928e-39  1.847546e-36  8.498876e-34  2.879538e-31
[33,]  9.321450e-46  1.144717e-42  1.033800e-39  6.868083e-37  3.357537e-34
[34,]  1.530867e-49  2.722618e-46  3.559178e-43  3.420784e-40  2.417662e-37
[35,]  1.539094e-53  3.967587e-50  7.515507e-47  1.046247e-43  1.070538e-40
[36,]  9.457746e-58  3.536019e-54  9.712174e-51  1.959968e-47  2.906278e-44
[37,]  3.548511e-62  1.924898e-58  7.669740e-55  2.244964e-51  4.827285e-48
[38,]  8.123464e-67  6.395117e-63  3.697647e-59  1.570395e-55  4.898887e-52
[39,]  1.134157e-71  1.295982e-67  1.087595e-63  6.703630e-60  3.034717e-56
[40,]  9.654085e-77  1.601413e-72  1.950832e-68  1.745382e-64  1.146834e-60
[41,]  5.009228e-82  1.206315e-77  2.133353e-73  2.770802e-69  2.642839e-65
[42,]  1.584153e-87  5.538660e-83  1.422056e-78  2.681395e-74  3.712924e-70
[43,]  3.053183e-93  1.549856e-88  5.777352e-84  1.581588e-79  3.179519e-75
[44,]  3.586046e-99  2.642980e-94  1.430432e-89  5.685442e-85  1.659434e-80
[45,] 2.566672e-105 2.746587e-100  2.158288e-95  1.245509e-90  5.278127e-86
[46,] 1.119449e-111 1.739307e-106 1.984445e-101  1.662733e-96  1.023055e-91
[47,] 2.975206e-118 6.711814e-113 1.111866e-107 1.352649e-102  1.208394e-97
[48,] 4.818332e-125 1.578237e-119 3.796089e-114 6.705331e-109 8.697493e-104
[49,] 4.754932e-132 2.261379e-126 7.897513e-121 2.025476e-115 3.814633e-110
[50,] 2.859315e-139 1.974446e-133 1.001188e-127 3.728259e-122 1.019494e-116
               [,6]          [,7]          [,8]         [,9]        [,10]
 [1,]  2.069891e-09  6.933850e-10  1.764401e-10 3.368892e-11 4.786128e-12
 [2,]  7.807864e-09  3.600409e-09  1.282496e-09 3.473456e-10 7.063636e-11
 [3,]  1.935330e-08  1.206511e-08  5.909162e-09 2.238092e-09 6.451243e-10
 [4,]  3.190280e-08  2.659476e-08  1.759269e-08 9.151065e-09 3.685032e-09
 [5,]  3.491304e-08  3.899882e-08  3.448722e-08 2.420675e-08 1.337184e-08
 [6,]  2.499973e-08  3.794384e-08  4.498737e-08 4.220285e-08 3.143011e-08
 [7,]  1.148437e-08  2.412814e-08  3.891220e-08 4.897169e-08 4.873570e-08
 [8,]  3.331094e-09  9.832353e-09  2.197216e-08 3.765471e-08 5.030532e-08
 [9,]  6.583448e-10  2.540488e-09  7.944420e-09 1.887934e-08 3.438274e-08
[10,]  3.826327e-10  5.436310e-10  1.852210e-09 6.062234e-09 1.530690e-08
[11,]  1.059787e-09  7.039271e-10  5.705264e-10 1.331212e-09 4.379828e-09
[12,]  2.244073e-09  1.978750e-09  1.340772e-09 8.169123e-10 1.028148e-09
[13,]  3.047352e-09  3.748859e-09  3.497997e-09 2.483536e-09 1.406808e-09
[14,]  2.640021e-09  4.542704e-09  5.917727e-09 5.845813e-09 4.382784e-09
[15,]  1.456333e-09  3.512663e-09  6.400410e-09 8.827743e-09 9.232426e-09
[16,]  5.212300e-10  1.735463e-09  4.421826e-09 8.526355e-09 1.244735e-08
[17,]  1.510169e-10  5.750732e-10  1.967538e-09 5.273149e-09 1.074634e-08
[18,]  8.118360e-11  1.929874e-10  6.295244e-10 2.137470e-09 5.971691e-09
[19,]  7.011163e-11  1.412928e-10  2.759372e-10 7.121445e-10 2.256607e-09
[20,]  4.521924e-11  1.203245e-10  2.466355e-10 4.343658e-10 8.739146e-10
[21,]  1.853915e-11  6.981137e-11  1.964828e-10 4.191112e-10 7.172849e-10
[22,]  4.757307e-12  2.553988e-11  1.020612e-10 3.043988e-10 6.828857e-10
[23,]  7.643942e-13  5.854265e-12  3.333866e-11 1.413407e-10 4.469853e-10
[24,]  7.717526e-14  8.425275e-13  6.836787e-12 4.127056e-11 1.855290e-10
[25,]  4.921794e-15  7.647120e-14  8.831426e-13 7.585722e-12 4.849880e-11
[26,]  1.994943e-16  4.403090e-15  7.224165e-14 8.815852e-13 8.006975e-12
[27,]  5.168178e-18  1.617997e-16  3.765062e-15 6.516162e-14 8.393162e-13
[28,]  8.584716e-20  3.811183e-18  1.256821e-16 3.081125e-15 5.619769e-14
[29,]  9.136918e-22  5.760057e-20  2.693933e-18 9.356093e-17 2.415364e-15
[30,]  6.202079e-24  5.568075e-22  3.702169e-20 1.824884e-18 6.676153e-17
[31,]  2.665132e-26  3.420065e-24  3.244287e-22 2.277143e-20 1.183927e-18
[32,]  7.189912e-29  1.323795e-26  1.798606e-24 1.804753e-22 1.338705e-20
[33,]  1.208300e-31  3.202453e-29  6.254488e-27 9.006731e-25 9.570727e-23
[34,]  1.256876e-34  4.807741e-32  1.353703e-29 2.806903e-27 4.288503e-25
[35,]  8.053004e-38  4.454326e-35  1.812194e-32 5.424398e-30 1.195103e-27
[36,]  3.167026e-41  2.536528e-38  1.493464e-35 6.465416e-33 2.058612e-30
[37,]  7.626318e-45  8.852576e-42  7.551544e-39 4.734342e-36 2.181894e-33
[38,]  1.122621e-48  1.889840e-45  2.337357e-42 2.124010e-39 1.418363e-36
[39,]  1.009084e-52  2.464539e-49  4.421647e-46 5.827484e-43 5.642575e-40
[40,]  5.534536e-57  1.961659e-53  5.106955e-50 9.765500e-47 1.371706e-43
[41,]  1.851345e-61  9.524473e-58  3.598835e-54 9.987146e-51 2.035695e-47
[42,]  3.775811e-66  2.819846e-62  1.546641e-58 6.230009e-55 1.843114e-51
[43,]  4.694187e-71  5.089438e-67  4.052438e-63 2.369642e-59 1.017644e-55
[44,]  3.556981e-76  5.598949e-72  6.472336e-68 5.494463e-64 3.425510e-60
[45,]  1.642614e-81  3.753961e-77  6.300412e-73 7.765172e-69 7.028487e-65
[46,]  4.622704e-87  1.533870e-82  3.737691e-78 6.688311e-74 8.789290e-70
[47,]  7.927793e-93  3.819346e-88  1.351282e-83 3.510739e-79 6.698421e-75
[48,]  8.284901e-99  5.795248e-94  2.976982e-89 1.122984e-84 3.110933e-80
[49,] 5.275913e-105 5.358371e-100  3.996565e-95 2.188934e-90 8.804351e-86
[50,] 2.047305e-111 3.019045e-106 3.269456e-101 2.599991e-96 1.518402e-91
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.032282e-13 3.903179e-14 2.229008e-15 9.361818e-17 2.889916e-18
 [2,] 1.069291e-11 1.198300e-12 9.907843e-14 6.032180e-15 2.701152e-16
 [3,] 1.397241e-10 2.253714e-11 2.691855e-12 2.372587e-13 1.539988e-14
 [4,] 1.130428e-09 2.607450e-10 4.481184e-11 5.704564e-12 5.359769e-13
 [5,] 5.724645e-09 1.868799e-09 4.590539e-10 8.405808e-11 1.140459e-11
 [6,] 1.843684e-08 8.390755e-09 2.914758e-09 7.624560e-10 1.487506e-10
 [7,] 3.850899e-08 2.398611e-08 1.160382e-08 4.289087e-09 1.194733e-09
 [8,] 5.310982e-08 4.452321e-08 2.944510e-08 1.514083e-08 5.954572e-09
 [9,] 4.876361e-08 5.461662e-08 4.857586e-08 3.410736e-08 1.864015e-08
[10,] 2.962436e-08 4.460563e-08 5.300260e-08 5.001102e-08 3.727925e-08
[11,] 1.171260e-08 2.408510e-08 3.850298e-08 4.853912e-08 4.858736e-08
[12,] 3.021892e-09 8.463822e-09 1.847810e-08 3.136245e-08 4.194778e-08
[13,] 9.980279e-10 2.048427e-09 5.789134e-09 1.337969e-08 2.410682e-08
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[23,] 1.059553e-09 1.913644e-09 2.802007e-09 4.031083e-09 7.398407e-09
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[45,] 8.470766e-20 4.060389e-18 1.433423e-16 3.731082e-15 7.171793e-14
[46,] 4.092223e-22 2.839673e-20 1.449791e-18 5.450082e-17 1.510176e-15
[47,] 1.209098e-24 1.215878e-22 8.990000e-21 4.889841e-19 1.957984e-17
[48,] 2.182018e-27 3.182007e-25 3.410345e-23 2.687196e-21 1.557450e-19
[49,] 2.403162e-30 5.084305e-28 7.903366e-26 9.028698e-24 7.582448e-22
[50,] 1.614364e-33 4.956542e-31 1.117914e-28 1.852499e-26 2.255897e-24
             [,31]        [,32]        [,33]        [,34]        [,35]
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[22,] 4.980234e-10 1.990283e-10 5.896417e-11 1.289943e-11 2.078968e-12
[23,] 5.738969e-10 3.273463e-10 1.393738e-10 4.400552e-11 1.026190e-11
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[25,] 1.921761e-10 2.144700e-10 1.836376e-10 1.187522e-10 5.738496e-11
[26,] 6.397297e-11 8.851858e-11 1.045349e-10 9.519649e-11 6.554220e-11
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[28,] 6.106331e-10 1.163530e-10 2.466793e-11 1.718086e-11 2.097269e-11
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[30,] 1.017328e-08 3.812073e-09 1.114168e-09 2.514974e-10 4.434927e-11
[31,] 2.367505e-08 1.204835e-08 4.934109e-09 1.593736e-09 3.990398e-10
[32,] 4.147398e-08 2.713409e-08 1.486604e-08 6.652838e-09 2.366043e-09
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[34,] 6.927322e-08 6.264547e-08 5.216774e-08 3.844877e-08 2.435552e-08
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[39,] 8.903885e-08 1.264134e-07 1.408032e-07 1.272164e-07 9.994510e-08
[40,] 3.954596e-08 7.662853e-08 1.143623e-07 1.333069e-07 1.246598e-07
[41,] 1.157548e-08 3.097526e-08 6.326580e-08 9.938888e-08 1.215002e-07
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[44,] 2.094886e-11 1.551856e-10 8.610156e-10 3.597715e-09 1.138947e-08
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[50,] 2.019438e-22 1.329518e-20 6.441793e-19 2.299336e-17 6.054962e-16
             [,36]        [,37]        [,38]        [,39]        [,40]
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              [,41]         [,42]         [,43]         [,44]         [,45]
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[18,]  5.281504e-42  4.730688e-45  3.111612e-48  1.503000e-51  5.331216e-55
[19,]  1.138063e-38  1.480089e-41  1.413528e-44  9.913634e-48  5.105704e-51
[20,]  1.494295e-35  2.821711e-38  3.912769e-41  3.984444e-44  2.979516e-47
[21,]  1.195557e-32  3.277938e-35  6.599749e-38  9.758108e-41  1.059495e-43
[22,]  5.828689e-30  2.320361e-32  6.783241e-35  1.456231e-37  2.295720e-40
[23,]  1.731543e-27  1.000855e-29  4.248222e-32  1.324203e-34  3.031086e-37
[24,]  3.134457e-25  2.630581e-27  1.621218e-29  7.337406e-32  2.438603e-34
[25,]  3.457505e-23  4.213095e-25  3.770015e-27  2.477407e-29  1.195502e-31
[26,]  2.323995e-21  4.111666e-23  5.342060e-25  5.096999e-27  3.571255e-29
[27,]  9.519003e-20  2.445170e-21  4.612584e-23  6.389965e-25  6.500647e-27
[28,]  2.376019e-18  8.861081e-20  2.426928e-21  4.881513e-23  7.210435e-25
[29,]  3.614420e-17  1.956882e-18  7.781310e-20  2.272396e-21  4.873425e-23
[30,]  3.351317e-16  2.633764e-17  1.520381e-18  6.446139e-20  2.007166e-21
[31,]  1.894450e-15  2.160639e-16  1.810460e-17  1.114347e-18  5.037549e-20
[32,]  6.531720e-15  1.080654e-15  1.314085e-16  1.174036e-17  7.704813e-19
[33,]  1.374633e-14  3.296735e-15  5.815231e-16  7.539567e-17  7.182069e-18
[34,]  1.768874e-14  6.139449e-15  1.569703e-15  2.952069e-16  4.080774e-17
[35,]  1.440717e-14  7.004075e-15  2.586991e-15  7.050743e-16  1.413717e-16
[36,]  3.080985e-14  5.988385e-15  2.643780e-15  1.029042e-15  2.987779e-16
[37,]  7.558375e-13  5.265009e-14  4.102412e-15  1.007003e-15  3.878963e-16
[38,]  1.443953e-11  1.403593e-12  1.009469e-13  5.776870e-15  5.080414e-16
[39,]  1.694095e-10  2.379716e-11  2.465025e-12  1.880949e-13  1.068280e-14
[40,]  1.222920e-09  2.473165e-10  3.701533e-11  4.086431e-12  3.321671e-13
[41,]  5.476875e-09  1.582669e-09  3.407543e-10  5.433096e-11  6.392206e-12
[42,]  1.543976e-08  6.292711e-09  1.933300e-09  4.430560e-10  7.524660e-11
[43,]  2.803750e-08  1.578760e-08  6.826036e-09  2.228961e-09  5.436085e-10
[44,]  3.388979e-08  2.560556e-08  1.524794e-08  6.990721e-09  2.425466e-09
[45,]  2.864701e-08  2.777995e-08  2.210265e-08  1.391043e-08  6.759404e-09
[46,]  1.930775e-08  2.132030e-08  2.155059e-08  1.803462e-08  1.198754e-08
[47,]  1.521196e-08  1.372829e-08  1.509591e-08  1.582771e-08  1.391154e-08
[48,]  1.754487e-08  1.153297e-08  9.509580e-09  1.019716e-08  1.101210e-08
[49,]  1.935668e-08  1.368241e-08  8.672743e-09  6.474687e-09  6.599018e-09
[50,]  1.512926e-08  1.412098e-08  1.033684e-08  6.447809e-09  4.370211e-09

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

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
 -43794.840        2.274  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1xi7e1226480789.ps tmp/1xi7e1226480789.png")
> system("convert tmp/2xd221226480789.ps tmp/2xd221226480789.png")
> system("convert tmp/3niml1226480789.ps tmp/3niml1226480789.png")
> system("convert tmp/4wz6h1226480790.ps tmp/4wz6h1226480790.png")
> system("convert tmp/5vy3l1226480790.ps tmp/5vy3l1226480790.png")
> system("convert tmp/6jwsp1226480790.ps tmp/6jwsp1226480790.png")
> system("convert tmp/727m01226480790.ps tmp/727m01226480790.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.440   1.413   6.478