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.
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Type 'license()' or 'licence()' for distribution details.

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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
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> z <- c(1470,1849,1387,1592,1590,1798,1935,1887,2027,2080,1556,1682,1785,1869,1781,2082,2571,1862,1938,1505,1767,1607,1578,1495,1615,1700,1337,1531,1623,1543,1640,1524,1429,1827,1603,1351,1267,1741,1384,1392,1644,1661,1525,1718,1393,1784,1454,1344,1693,1393,1191,1340,1166,1238,1443,1279,1279,1651)
> y <- c(6.3,6.2,6.1,6.3,6.5,6.6,6.5,6.2,6.2,5.9,6.1,6.1,6.1,6.1,6.1,6.4,6.7,6.9,7,7,6.8,6.4,5.9,5.5,5.5,5.6,5.8,5.9,6.1,6.1,6,6,5.9,5.5,5.6,5.4,5.2,5.2,5.2,5.5,5.8,5.8,5.5,5.3,5.1,5.2,5.8,5.8,5.5,5,4.9,5.3,6.1,6.5,6.8,6.6,6.4,6.4)
> x <- c(8.9,8.2,7.6,7.7,8.1,8.3,8.3,7.9,7.8,8,8.5,8.6,8.5,8,7.8,8,8.2,8.3,8.2,8.1,8,7.8,7.8,7.7,7.6,7.6,7.6,7.8,8,8,7.9,7.7,7.4,6.9,6.7,6.5,6.4,6.7,6.8,6.9,6.9,6.7,6.4,6.2,5.9,6.1,6.7,6.8,6.6,6.4,6.4,6.7,7.1,7.1,6.9,6.4,6,6)
> par7 = 'bouwvergunningen Vlaanderen'
> par6 = 'werkloosheid mannen +25'
> par5 = 'werkloosheid vrouwen +25'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

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


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/freestat/rcomp/tmp/1hfqm1257329654.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/2dyyd1257329654.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/3yqw21257329654.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/404e71257329654.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/html/freestat/rcomp/tmp/51ja41257329654.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  
     3.0328       0.3978  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/6czcm1257329654.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] 4.501346 4.560475 4.619604 4.678733 4.737861 4.796990 4.856119 4.915247
 [9] 4.974376 5.033505 5.092634 5.151762 5.210891 5.270020 5.329148 5.388277
[17] 5.447406 5.506535 5.565663 5.624792 5.683921 5.743049 5.802178 5.861307
[25] 5.920436 5.979564 6.038693 6.097822 6.156951 6.216079 6.275208 6.334337
[33] 6.393465 6.452594 6.511723 6.570852 6.629980 6.689109 6.748238 6.807366
[41] 6.866495 6.925624 6.984753 7.043881 7.103010 7.162139 7.221267 7.280396
[49] 7.339525 7.398654

$yords
 [1]  972.839 1009.397 1045.954 1082.512 1119.069 1155.627 1192.185 1228.742
 [9] 1265.300 1301.857 1338.415 1374.973 1411.530 1448.088 1484.645 1521.203
[17] 1557.760 1594.318 1630.876 1667.433 1703.991 1740.548 1777.106 1813.664
[25] 1850.221 1886.779 1923.336 1959.894 1996.452 2033.009 2069.567 2106.124
[33] 2142.682 2179.240 2215.797 2252.355 2288.912 2325.470 2362.027 2398.585
[41] 2435.143 2471.700 2508.258 2544.815 2581.373 2617.931 2654.488 2691.046
[49] 2727.603 2764.161

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.086043e-03 3.004123e-03 3.996815e-03 4.936619e-03 5.695599e-03
 [2,] 2.616868e-03 3.870191e-03 5.288200e-03 6.707555e-03 7.944777e-03
 [3,] 3.121814e-03 4.743876e-03 6.660676e-03 8.680581e-03 1.056082e-02
 [4,] 3.546234e-03 5.540153e-03 7.997919e-03 1.071619e-02 1.339872e-02
 [5,] 3.841793e-03 6.174472e-03 9.170926e-03 1.264125e-02 1.625338e-02
 [6,] 3.976402e-03 6.579238e-03 1.006130e-02 1.427699e-02 1.888791e-02
 [7,] 3.940463e-03 6.716908e-03 1.058336e-02 1.547039e-02 2.107145e-02
 [8,] 3.747769e-03 6.586129e-03 1.069909e-02 1.612054e-02 2.261726e-02
 [9,] 3.431301e-03 6.219834e-03 1.042262e-02 1.619412e-02 2.341215e-02
[10,] 3.035769e-03 5.676872e-03 9.814398e-03 1.572742e-02 2.343203e-02
[11,] 2.609380e-03 5.030318e-03 8.968231e-03 1.481686e-02 2.274250e-02
[12,] 2.196992e-03 4.355779e-03 7.995031e-03 1.360148e-02 2.148641e-02
[13,] 1.835856e-03 3.722082e-03 7.007030e-03 1.224145e-02 1.986121e-02
[14,] 1.554183e-03 3.185535e-03 6.104808e-03 1.089615e-02 1.808945e-02
[15,] 1.371963e-03 2.787896e-03 5.368687e-03 9.704812e-03 1.638641e-02
[16,] 1.303073e-03 2.557464e-03 4.855225e-03 8.772962e-03 1.493068e-02
[17,] 1.357345e-03 2.512008e-03 4.598621e-03 8.167021e-03 1.384437e-02
[18,] 1.541339e-03 2.661742e-03 4.615482e-03 7.917672e-03 1.318802e-02
[19,] 1.856867e-03 3.010307e-03 4.910036e-03 8.029349e-03 1.297059e-02
[20,] 2.297330e-03 3.552530e-03 5.476543e-03 8.490686e-03 1.316918e-02
[21,] 2.843169e-03 4.269353e-03 6.297023e-03 9.280418e-03 1.374875e-02
[22,] 3.458795e-03 5.122350e-03 7.335274e-03 1.036596e-02 1.467323e-02
[23,] 4.093423e-03 6.051431e-03 8.531000e-03 1.169648e-02 1.590437e-02
[24,] 4.686968e-03 6.978668e-03 9.798867e-03 1.319603e-02 1.739172e-02
[25,] 5.179964e-03 7.818656e-03 1.103547e-02 1.476272e-02 1.906157e-02
[26,] 5.524429e-03 8.492584e-03 1.213319e-02 1.627650e-02 2.081231e-02
[27,] 5.691880e-03 8.941137e-03 1.299630e-02 1.761338e-02 2.251868e-02
[28,] 5.675888e-03 9.131746e-03 1.355332e-02 1.866011e-02 2.404213e-02
[29,] 5.489022e-03 9.058492e-03 1.376194e-02 1.932434e-02 2.524241e-02
[30,] 5.156394e-03 8.736466e-03 1.360703e-02 1.953850e-02 2.598719e-02
[31,] 4.709009e-03 8.194546e-03 1.309570e-02 1.926076e-02 2.616105e-02
[32,] 4.179332e-03 7.470189e-03 1.225379e-02 1.847719e-02 2.567742e-02
[33,] 3.599585e-03 6.607453e-03 1.112584e-02 1.720764e-02 2.449515e-02
[34,] 3.001559e-03 5.656791e-03 9.776572e-03 1.551273e-02 2.263649e-02
[35,] 2.416198e-03 4.673912e-03 8.290040e-03 1.349635e-02 2.019845e-02
[36,] 1.871872e-03 3.715847e-03 6.763217e-03 1.129833e-02 1.734915e-02
[37,] 1.391557e-03 2.834429e-03 5.293900e-03 9.076250e-03 1.430587e-02
[38,] 9.900823e-04 2.069243e-03 3.966198e-03 6.980398e-03 1.129895e-02
[39,] 6.727132e-04 1.442717e-03 2.838432e-03 5.129873e-03 8.532097e-03
[40,] 4.357173e-04 9.590505e-04 1.937297e-03 3.596975e-03 6.151227e-03
[41,] 2.686548e-04 6.070519e-04 1.259508e-03 2.403757e-03 4.229812e-03
[42,] 1.575238e-04 3.655223e-04 7.793118e-04 1.529786e-03 2.772361e-03
[43,] 8.776685e-05 2.092231e-04 4.586398e-04 9.267262e-04 1.731397e-03
[44,] 4.644314e-05 1.137944e-04 2.566458e-04 5.342662e-04 1.030212e-03
[45,] 2.333346e-05 5.879570e-05 1.365354e-04 2.931264e-04 5.841281e-04
[46,] 1.112847e-05 2.885754e-05 6.906137e-05 1.530866e-04 3.157173e-04
[47,] 5.038331e-06 1.345577e-05 3.322099e-05 7.613427e-05 1.627548e-04
[48,] 2.165648e-06 5.962203e-06 1.520401e-05 3.607723e-05 8.007815e-05
[49,] 8.839995e-07 2.511493e-06 6.624028e-06 1.630088e-05 3.763457e-05
[50,] 3.428054e-07 1.006295e-06 2.749277e-06 7.028776e-06 1.690924e-05
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 6.182063e-03 6.358155e-03 0.0062327405 0.0058419060 0.0052354286
 [2,] 8.847611e-03 9.327962e-03 0.0093630774 0.0089760750 0.0082197250
 [3,] 1.207228e-02 1.305167e-02 0.0134176044 0.0131571427 0.0123103959
 [4,] 1.572938e-02 1.744462e-02 0.0183712640 0.0184274438 0.0176146416
 [5,] 1.960492e-02 2.231244e-02 0.0240759188 0.0247039463 0.0241229154
 [6,] 2.342038e-02 2.736303e-02 0.0302583945 0.0317618868 0.0316801360
 [7,] 2.687180e-02 3.224043e-02 0.0365437514 0.0392442832 0.0399809356
 [8,] 2.967622e-02 3.657388e-02 0.0425002074 0.0466974002 0.0485924582
 [9,] 3.161512e-02 4.003143e-02 0.0476968307 0.0536256769 0.0570009693
[10,] 3.256679e-02 4.236861e-02 0.0517637483 0.0595565878 0.0646741235
[11,] 3.252327e-02 4.346468e-02 0.0544460048 0.0641060566 0.0711298363
[12,] 3.159079e-02 4.334228e-02 0.0556442897 0.0670366728 0.0760043021
[13,] 2.997384e-02 4.216697e-02 0.0554358603 0.0683004884 0.0791114091
[14,] 2.794400e-02 4.022369e-02 0.0540683594 0.0680559970 0.0804826430
[15,] 2.579651e-02 3.786995e-02 0.0519206796 0.0666478114 0.0803723616
[16,] 2.380214e-02 3.547154e-02 0.0494321639 0.0645430186 0.0792147854
[17,] 2.216525e-02 3.333505e-02 0.0470131536 0.0622313751 0.0775303187
[18,] 2.100042e-02 3.165651e-02 0.0449613459 0.0601136849 0.0757990956
[19,] 2.033429e-02 3.050300e-02 0.0434114981 0.0584138306 0.0743390208
[20,] 2.013070e-02 2.983315e-02 0.0423368769 0.0571470121 0.0732324782
[21,] 2.032711e-02 2.954690e-02 0.0416012566 0.0561572011 0.0723319594
[22,] 2.086672e-02 2.954343e-02 0.0410398594 0.0552093100 0.0713447556
[23,] 2.171358e-02 2.976374e-02 0.0405364435 0.0540991011 0.0699639447
[24,] 2.284766e-02 3.020364e-02 0.0400678242 0.0527384446 0.0679946086
[25,] 2.424630e-02 3.089688e-02 0.0397033456 0.0511869197 0.0654291006
[26,] 2.586326e-02 3.188037e-02 0.0395662179 0.0496251855 0.0624498837
[27,] 2.761479e-02 3.315739e-02 0.0397762393 0.0482876990 0.0593686600
[28,] 2.937607e-02 3.467078e-02 0.0403950372 0.0473826616 0.0565314363
[29,] 3.098624e-02 3.629110e-02 0.0413881613 0.0470239776 0.0542233707
[30,] 3.225911e-02 3.781958e-02 0.0426098644 0.0471896819 0.0525979332
[31,] 3.299903e-02 3.900491e-02 0.0438112431 0.0477114866 0.0516412486
[32,] 3.302390e-02 3.957415e-02 0.0446709323 0.0482947470 0.0511723304
[33,] 3.219607e-02 3.927705e-02 0.0448464518 0.0485660484 0.0508756567
[34,] 3.045636e-02 3.793808e-02 0.0440400457 0.0481425249 0.0503606052
[35,] 2.785099e-02 3.550381e-02 0.0420660663 0.0467113495 0.0492391045
[36,] 2.453912e-02 3.206963e-02 0.0389015434 0.0441014462 0.0472072794
[37,] 2.077374e-02 2.787357e-02 0.0347026782 0.0403274167 0.0441123519
[38,] 1.685831e-02 2.325510e-02 0.0297791218 0.0355912612 0.0399867419
[39,] 1.309131e-02 1.858999e-02 0.0245319964 0.0302401178 0.0350394308
[40,] 9.715154e-03 1.422045e-02 0.0193740107 0.0246925215 0.0296074233
[41,] 6.883712e-03 1.040055e-02 0.0146551491 0.0193554197 0.0240825206
[42,] 4.654454e-03 7.269598e-03 0.0106131417 0.0145549586 0.0188348689
[43,] 3.002560e-03 4.855331e-03 0.0073573445 0.0104966933 0.0141531143
[44,] 1.848047e-03 3.099119e-03 0.0048827726 0.0072591238 0.0102127156
[45,] 1.085563e-03 1.891103e-03 0.0031030974 0.0048140874 0.0070737545
[46,] 6.088661e-04 1.103721e-03 0.0018891139 0.0030616818 0.0047011498
[47,] 3.262728e-04 6.164745e-04 0.0011020643 0.0018673149 0.0029964405
[48,] 1.671629e-04 3.297104e-04 0.0006162589 0.0010920207 0.0018306844
[49,] 8.194483e-05 1.689415e-04 0.0003303620 0.0006121757 0.0010713591
[50,] 3.846201e-05 8.296467e-05 0.0001697734 0.0003288147 0.0006001044
            [,11]       [,12]       [,13]       [,14]       [,15]       [,16]
 [1,] 0.004476748 0.003647810 0.002844422 0.002156862 0.001644468 0.001318987
 [2,] 0.007176762 0.005967482 0.004743890 0.003660001 0.002828965 0.002290138
 [3,] 0.010973180 0.009309192 0.007543916 0.005922280 0.004641479 0.003792343
 [4,] 0.016026697 0.013869458 0.011456346 0.009152089 0.007274545 0.005999206
 [5,] 0.022399071 0.019769881 0.016644209 0.013532428 0.010912082 0.009084232
 [6,] 0.030015669 0.027015867 0.023181624 0.019185982 0.015701322 0.013198343
 [7,] 0.038648206 0.035470351 0.031023207 0.026145077 0.021726826 0.018448753
 [8,] 0.047923923 0.044850480 0.039991301 0.034334019 0.028992779 0.024884377
 [9,] 0.057360198 0.054748535 0.049783794 0.043566941 0.037416036 0.032489558
[10,] 0.066418115 0.064672453 0.059999523 0.053559101 0.046827836 0.041183177
[11,] 0.074566750 0.074098832 0.070175436 0.063946829 0.056979458 0.050817320
[12,] 0.081351731 0.082533315 0.079831918 0.074313832 0.067549951 0.061172300
[13,] 0.086462342 0.089575440 0.088526365 0.084226730 0.078160581 0.071952487
[14,] 0.089788474 0.094983429 0.095915631 0.093285659 0.088406368 0.082795890
[15,] 0.091452009 0.098726530 0.101820467 0.101190078 0.097912225 0.093311521
[16,] 0.091793462 0.101003898 0.106273020 0.107806191 0.106407907 0.103147841
[17,] 0.091300831 0.102207918 0.109519793 0.113207362 0.113796693 0.112074750
[18,] 0.090486866 0.102824045 0.111958697 0.117655949 0.120180927 0.120042870
[19,] 0.089746182 0.103285996 0.114012416 0.121511497 0.125814748 0.127180956
[20,] 0.089241622 0.103832579 0.115973312 0.125083893 0.130983633 0.133713608
[21,] 0.088865986 0.104422528 0.117878261 0.128483197 0.135848810 0.139819557
[22,] 0.088298881 0.104747286 0.119469548 0.131531078 0.140321272 0.145486853
[23,] 0.087139195 0.104342527 0.120265838 0.133779224 0.144026117 0.150432440
[24,] 0.085062036 0.102757097 0.119720385 0.134635492 0.146381973 0.154130628
[25,] 0.081940586 0.099714200 0.117405490 0.133550492 0.146768625 0.155946433
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[17,] 2.307392e-03 1.359391e-03 7.632331e-04 4.037487e-04 1.993388e-04
[18,] 3.301717e-03 2.047545e-03 1.202024e-03 6.609216e-04 3.376390e-04
[19,] 4.592491e-03 2.977291e-03 1.816779e-03 1.033606e-03 5.446311e-04
[20,] 6.186869e-03 4.165664e-03 2.628675e-03 1.541679e-03 8.358271e-04
[21,] 8.055765e-03 5.598845e-03 3.637018e-03 2.191931e-03 1.220265e-03
[22,] 1.013489e-02 7.228379e-03 4.813216e-03 2.972166e-03 1.696069e-03
[23,] 1.233774e-02 8.977810e-03 6.102112e-03 3.849560e-03 2.248028e-03
[24,] 1.457702e-02 1.075950e-02 7.432253e-03 4.775391e-03 2.848952e-03
[25,] 1.678563e-02 1.249605e-02 8.732735e-03 5.695808e-03 3.465360e-03
[26,] 1.892590e-02 1.413698e-02 9.950276e-03 6.565209e-03 4.066011e-03
[27,] 2.098002e-02 1.566163e-02 1.105861e-02 7.356592e-03 4.629916e-03
[28,] 2.292374e-02 1.706516e-02 1.205470e-02 8.063580e-03 5.149852e-03
[29,] 2.469515e-02 1.833284e-02 1.294226e-02 8.692130e-03 5.628898e-03
[30,] 2.617599e-02 1.941532e-02 1.370981e-02 9.245001e-03 6.070683e-03
[31,] 2.719889e-02 2.021898e-02 1.431454e-02 9.706272e-03 6.467542e-03
[32,] 2.758324e-02 2.061930e-02 1.468135e-02 1.003413e-02 6.792562e-03
[33,] 2.718868e-02 2.049505e-02 1.472013e-02 1.016691e-02 7.000429e-03
[34,] 2.596606e-02 1.977079e-02 1.435559e-02 1.004131e-02 7.038185e-03
[35,] 2.398639e-02 1.845084e-02 1.355783e-02 9.615929e-03 6.862411e-03
[36,] 2.143639e-02 1.663120e-02 1.236137e-02 8.890556e-03 6.456104e-03
[37,] 1.858246e-02 1.448492e-02 1.086489e-02 7.913354e-03 5.838436e-03
[38,] 1.571525e-02 1.222630e-02 9.212089e-03 6.773262e-03 5.063507e-03
[39,] 1.309206e-02 1.006622e-02 7.560706e-03 5.580680e-03 4.208738e-03
[40,] 1.089214e-02 8.171960e-03 6.050213e-03 4.443505e-03 3.357372e-03
[41,] 9.194052e-03 6.641696e-03 4.777428e-03 3.446278e-03 2.581176e-03
[42,] 7.977298e-03 5.497615e-03 3.785370e-03 2.637859e-03 1.928411e-03
[43,] 7.144258e-03 4.696253e-03 3.065783e-03 2.029373e-03 1.419496e-03
[44,] 6.555015e-03 4.150731e-03 2.572051e-03 1.600800e-03 1.049838e-03
[45,] 6.065707e-03 3.757941e-03 2.237391e-03 1.312623e-03 7.973601e-04
[46,] 5.561284e-03 3.423812e-03 1.993142e-03 1.118596e-03 6.316149e-04
[47,] 4.975658e-03 3.081305e-03 1.783087e-03 9.764841e-04 5.219177e-04
[48,] 4.296048e-03 2.698197e-03 1.571459e-03 8.549320e-04 4.429594e-04
[49,] 3.552973e-03 2.274705e-03 1.344207e-03 7.359728e-04 3.774621e-04
[50,] 2.801263e-03 1.833621e-03 1.104802e-03 6.138001e-04 3.162477e-04
             [,38]        [,39]        [,40]        [,41]        [,42]
 [1,] 1.789048e-10 3.313741e-11 5.658605e-12 8.946228e-13 1.317273e-13
 [2,] 4.978647e-10 9.529328e-11 1.689042e-11 2.788792e-12 4.322101e-13
 [3,] 1.323112e-09 2.628282e-10 4.864441e-11 8.452647e-12 1.391065e-12
 [4,] 3.373023e-09 6.994896e-10 1.362161e-10 2.512864e-11 4.428425e-12
 [5,] 8.297994e-09 1.809988e-09 3.740750e-10 7.387403e-11 1.402243e-11
 [6,] 1.984597e-08 4.592036e-09 1.015529e-09 2.159341e-10 4.420732e-11
 [7,] 4.652254e-08 1.151179e-08 2.739809e-09 6.281256e-10 1.382089e-10
 [8,] 1.076982e-07 2.866217e-08 7.352056e-09 1.811140e-09 4.252982e-10
 [9,] 2.474275e-07 7.093349e-08 1.954641e-08 5.138279e-09 1.276878e-09
[10,] 5.645756e-07 1.738308e-07 5.111358e-08 1.421903e-08 3.709768e-09
[11,] 1.274843e-06 4.188531e-07 1.303485e-07 3.806939e-08 1.036146e-08
[12,] 2.829384e-06 9.840855e-07 3.215795e-07 9.796440e-08 2.768895e-08
[13,] 6.122359e-06 2.236740e-06 7.624840e-07 2.411260e-07 7.057834e-08
[14,] 1.281744e-05 4.886441e-06 1.729096e-06 5.658455e-07 1.713206e-07
[15,] 2.579746e-05 1.021076e-05 3.737731e-06 1.263579e-06 3.958714e-07
[16,] 4.967835e-05 2.034002e-05 7.685949e-06 2.682918e-06 8.714517e-07
[17,] 9.122761e-05 3.854271e-05 1.501858e-05 5.417367e-06 1.831224e-06
[18,] 1.594156e-04 6.939382e-05 2.788145e-05 1.041460e-05 3.685479e-06
[19,] 2.647748e-04 1.186654e-04 4.920640e-05 1.910437e-05 7.138073e-06
[20,] 4.178407e-04 1.927999e-04 8.267787e-05 3.355540e-05 1.338747e-05
[21,] 6.267586e-04 2.979562e-04 1.325861e-04 5.670729e-05 2.448824e-05
[22,] 8.946324e-04 4.388567e-04 2.036806e-04 9.278174e-05 4.399720e-05
[23,] 1.217645e-03 6.179217e-04 3.012517e-04 1.480253e-04 7.806037e-05
[24,] 1.585090e-03 8.352816e-04 4.316998e-04 2.319063e-04 1.370548e-04
[25,] 1.981917e-03 1.090015e-03 6.036621e-04 3.586910e-04 2.376947e-04
[26,] 2.393286e-03 1.382325e-03 8.293273e-04 5.489037e-04 4.050885e-04
[27,] 2.809250e-03 1.715517e-03 1.124965e-03 8.296235e-04 6.736240e-04
[28,] 3.227038e-03 2.096127e-03 1.509296e-03 1.232147e-03 1.085020e-03
[29,] 3.648902e-03 2.530765e-03 1.998561e-03 1.785721e-03 1.681849e-03
[30,] 4.075441e-03 3.019614e-03 2.598296e-03 2.507136e-03 2.495765e-03
[31,] 4.496849e-03 3.548453e-03 3.293687e-03 3.388017e-03 3.531819e-03
[32,] 4.886357e-03 4.082790e-03 4.042247e-03 4.383899e-03 4.752970e-03
[33,] 5.200017e-03 4.567928e-03 4.773103e-03 5.410438e-03 6.071128e-03
[34,] 5.384610e-03 4.937048e-03 5.395769e-03 6.351146e-03 7.350989e-03
[35,] 5.391848e-03 5.126135e-03 5.817899e-03 7.077532e-03 8.429770e-03
[36,] 5.193868e-03 5.091227e-03 5.967454e-03 7.477443e-03 9.150157e-03
[37,] 4.794025e-03 4.821862e-03 5.812061e-03 7.483182e-03 9.397647e-03
[38,] 4.228713e-03 4.345607e-03 5.368606e-03 7.089761e-03 9.130182e-03
[39,] 3.559551e-03 3.721935e-03 4.699455e-03 6.356645e-03 8.389564e-03
[40,] 2.858973e-03 3.027758e-03 3.896715e-03 5.392333e-03 7.290456e-03
[41,] 2.194383e-03 2.339845e-03 3.060221e-03 4.327394e-03 5.990994e-03
[42,] 1.615852e-03 1.719813e-03 2.276609e-03 3.285251e-03 4.655427e-03
[43,] 1.150252e-03 1.205614e-03 1.605410e-03 2.359639e-03 3.420880e-03
[44,] 8.020332e-04 8.104868e-04 1.074658e-03 1.603907e-03 2.377128e-03
[45,] 5.587286e-04 5.277491e-04 6.848506e-04 1.032365e-03 1.562253e-03
[46,] 3.984397e-04 3.384438e-04 4.178044e-04 6.300009e-04 9.712603e-04
[47,] 2.968443e-04 2.189754e-04 2.465064e-04 3.653934e-04 5.714931e-04
[48,] 2.322497e-04 1.468589e-04 1.431200e-04 2.023690e-04 3.185593e-04
[49,] 1.882521e-04 1.039526e-04 8.389964e-05 1.079815e-04 1.685370e-04
[50,] 1.543151e-04 7.746777e-05 5.114525e-05 5.638859e-05 8.494569e-05
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 1.820165e-14 2.380766e-15 2.972612e-16 3.564751e-17 4.115537e-18
 [2,] 6.342493e-14 8.886676e-15 1.195949e-15 1.548834e-16 1.926619e-17
 [3,] 2.186391e-13 3.301213e-14 4.795971e-15 6.686207e-16 8.904908e-17
 [4,] 7.498947e-13 1.221908e-13 1.909817e-14 2.847001e-15 4.030369e-16
 [5,] 2.561784e-12 4.488965e-13 7.495911e-14 1.185521e-14 1.773302e-15
 [6,] 8.682426e-12 1.624550e-12 2.874626e-13 4.790633e-14 7.546915e-15
 [7,] 2.897494e-11 5.740722e-12 1.068535e-12 1.867969e-13 3.099706e-14
 [8,] 9.437385e-11 1.964770e-11 3.826403e-12 7.005573e-13 1.229311e-13
 [9,] 2.975548e-10 6.471361e-11 1.314923e-11 2.525205e-12 4.722084e-13
[10,] 9.022625e-10 2.042406e-10 4.329015e-11 8.762829e-12 1.765983e-12
[11,] 2.619110e-09 6.162179e-10 1.365946e-10 2.938727e-11 6.471106e-12
[12,] 7.258072e-09 1.776402e-09 4.140743e-10 9.578822e-11 2.337366e-11
[13,] 1.917864e-08 4.898616e-09 1.211154e-09 3.055109e-10 8.354503e-11
[14,] 4.833426e-08 1.295933e-08 3.438716e-09 9.595912e-10 2.956066e-10
[15,] 1.163753e-07 3.304168e-08 9.543213e-09 2.981050e-09 1.031817e-09
[16,] 2.685389e-07 8.169121e-08 2.606109e-08 9.166888e-09 3.530701e-09
[17,] 5.966876e-07 1.972446e-07 7.035965e-08 2.781670e-08 1.175582e-08
[18,] 1.284609e-06 4.683100e-07 1.880223e-07 8.279287e-08 3.781440e-08
[19,] 2.698897e-06 1.098803e-06 4.959778e-07 2.399241e-07 1.167973e-07
[20,] 5.572263e-06 2.551790e-06 1.283965e-06 6.720606e-07 3.447747e-07
[21,] 1.136500e-05 5.851504e-06 3.238181e-06 1.808470e-06 9.693210e-07
[22,] 2.294124e-05 1.317506e-05 7.898516e-06 4.652526e-06 2.589277e-06
[23,] 4.573720e-05 2.891701e-05 1.851649e-05 1.140258e-05 6.560673e-06
[24,] 8.957491e-05 6.141759e-05 4.151443e-05 2.655649e-05 1.575045e-05
[25,] 1.711029e-04 1.254301e-04 8.869224e-05 5.867420e-05 3.580054e-05
[26,] 3.164432e-04 2.450707e-04 1.800951e-04 1.228378e-04 7.700619e-05
[27,] 5.629868e-04 4.563946e-04 3.469607e-04 2.434962e-04 1.566973e-04
[28,] 9.585895e-04 8.079753e-04 6.334352e-04 4.567792e-04 3.015820e-04
[29,] 1.556105e-03 1.357290e-03 1.095022e-03 8.106439e-04 5.489054e-04
[30,] 2.401793e-03 2.160870e-03 1.791488e-03 1.360720e-03 9.447110e-04
[31,] 3.518091e-03 3.257685e-03 2.772844e-03 2.160031e-03 1.537390e-03
[32,] 4.884289e-03 4.648125e-03 4.059372e-03 3.242376e-03 2.365573e-03
[33,] 6.421700e-03 6.274502e-03 5.620177e-03 4.602062e-03 3.441477e-03
[34,] 7.991139e-03 8.011458e-03 7.357948e-03 6.176039e-03 4.733720e-03
[35,] 9.408420e-03 9.674043e-03 9.108601e-03 7.836549e-03 6.156091e-03
[36,] 1.047776e-02 1.104651e-02 1.066147e-02 9.401338e-03 7.569185e-03
[37,] 1.103558e-02 1.192708e-02 1.179888e-02 1.066350e-02 8.798993e-03
[38,] 1.099135e-02 1.217634e-02 1.234571e-02 1.143541e-02 9.670640e-03
[39,] 1.035161e-02 1.175332e-02 1.221342e-02 1.159428e-02 1.004882e-02
[40,] 9.218196e-03 1.072651e-02 1.142356e-02 1.111411e-02 9.872159e-03
[41,] 7.761646e-03 9.255604e-03 1.010197e-02 1.007264e-02 9.169504e-03
[42,] 6.179092e-03 7.550864e-03 8.445993e-03 8.630770e-03 8.052229e-03
[43,] 4.651101e-03 5.824149e-03 6.676271e-03 6.991858e-03 6.685328e-03
[44,] 3.310158e-03 4.247287e-03 4.989482e-03 5.355160e-03 5.247658e-03
[45,] 2.227466e-03 2.928431e-03 3.525456e-03 3.877832e-03 3.894437e-03
[46,] 1.417297e-03 1.908999e-03 2.355124e-03 2.654864e-03 2.732499e-03
[47,] 8.527777e-04 1.176604e-03 1.487483e-03 1.718432e-03 1.812640e-03
[48,] 4.853021e-04 6.856816e-04 8.882445e-04 1.051622e-03 1.136840e-03
[49,] 2.613030e-04 3.778424e-04 5.014880e-04 6.084507e-04 6.740988e-04
[50,] 1.332117e-04 1.969026e-04 2.676987e-04 3.328367e-04 3.779067e-04
             [,48]        [,49]        [,50]
 [1,] 4.571297e-19 4.885741e-20 5.068324e-21
 [2,] 2.295800e-18 2.627414e-19 2.937233e-20
 [3,] 1.131206e-17 1.382390e-18 1.671955e-19
 [4,] 5.432561e-17 7.096149e-18 9.362546e-19
 [5,] 2.532581e-16 3.555295e-17 5.175498e-18
 [6,] 1.144935e-15 1.744095e-16 2.834375e-17
 [7,] 5.029218e-15 8.417696e-16 1.540396e-16
 [8,] 2.155872e-14 4.015957e-15 8.294412e-16
 [9,] 9.070676e-14 1.898897e-14 4.403285e-15
[10,] 3.766446e-13 8.891635e-14 2.288334e-14
[11,] 1.548656e-12 4.105284e-13 1.155225e-13
[12,] 6.304273e-12 1.856263e-12 5.625326e-13
[13,] 2.530971e-11 8.157683e-12 2.626910e-12
[14,] 9.956003e-11 3.459755e-11 1.171257e-11
[15,] 3.808556e-10 1.407731e-10 4.970378e-11
[16,] 1.406733e-09 5.470603e-10 2.003071e-10
[17,] 4.987066e-09 2.023852e-09 7.654599e-10
[18,] 1.689120e-08 7.111479e-09 2.770950e-09
[19,] 5.447554e-08 2.369754e-08 9.495626e-09
[20,] 1.668978e-07 7.480972e-08 3.079058e-08
[21,] 4.849637e-07 2.235744e-07 9.444613e-08
[22,] 1.335088e-06 6.322629e-07 2.739939e-07
[23,] 3.479694e-06 1.691432e-06 7.516820e-07
[24,] 8.582185e-06 4.279646e-06 1.949977e-06
[25,] 2.002371e-05 1.024003e-05 4.783030e-06
[26,] 4.418686e-05 2.316852e-05 1.109278e-05
[27,] 9.221177e-05 4.956512e-05 2.432385e-05
[28,] 1.819641e-04 1.002579e-04 5.042799e-05
[29,] 3.395213e-04 1.917413e-04 9.884500e-05
[30,] 5.989828e-04 3.467059e-04 1.831803e-04
[31,] 9.991191e-04 5.927216e-04 3.209536e-04
[32,] 1.575683e-03 9.580349e-04 5.316718e-04
[33,] 2.349441e-03 1.464035e-03 8.326884e-04
[34,] 3.312088e-03 2.115239e-03 1.232986e-03
[35,] 4.414470e-03 2.889384e-03 1.726118e-03
[36,] 5.562802e-03 3.731537e-03 2.284647e-03
[37,] 6.627446e-03 4.556244e-03 2.858934e-03
[38,] 7.465102e-03 5.259719e-03 3.382401e-03
[39,] 7.949906e-03 5.740561e-03 3.783400e-03
[40,] 8.004323e-03 5.923554e-03 4.001064e-03
[41,] 7.619448e-03 5.778917e-03 4.000413e-03
[42,] 6.857387e-03 5.330239e-03 3.781552e-03
[43,] 5.834853e-03 4.648180e-03 3.379647e-03
[44,] 4.693937e-03 3.832262e-03 2.855674e-03
[45,] 3.570102e-03 2.987194e-03 2.281298e-03
[46,] 2.567202e-03 2.201444e-03 1.723024e-03
[47,] 1.745322e-03 1.533868e-03 1.230372e-03
[48,] 1.121830e-03 1.010425e-03 8.306494e-04
[49,] 6.817339e-04 6.292984e-04 5.301944e-04
[50,] 3.916867e-04 3.705485e-04 3.199547e-04

> 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  
      611.7        167.3  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7w8wy1257329654.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] 5.536308 5.612377 5.688446 5.764515 5.840584 5.916653 5.992722 6.068791
 [9] 6.144860 6.220929 6.296998 6.373068 6.449137 6.525206 6.601275 6.677344
[17] 6.753413 6.829482 6.905551 6.981620 7.057689 7.133758 7.209827 7.285896
[25] 7.361965 7.438035 7.514104 7.590173 7.666242 7.742311 7.818380 7.894449
[33] 7.970518 8.046587 8.122656 8.198725 8.274794 8.350863 8.426932 8.503002
[41] 8.579071 8.655140 8.731209 8.807278 8.883347 8.959416 9.035485 9.111554
[49] 9.187623 9.263692

$yords
 [1]  972.839 1009.397 1045.954 1082.512 1119.069 1155.627 1192.185 1228.742
 [9] 1265.300 1301.857 1338.415 1374.973 1411.530 1448.088 1484.645 1521.203
[17] 1557.760 1594.318 1630.876 1667.433 1703.991 1740.548 1777.106 1813.664
[25] 1850.221 1886.779 1923.336 1959.894 1996.452 2033.009 2069.567 2106.124
[33] 2142.682 2179.240 2215.797 2252.355 2288.912 2325.470 2362.027 2398.585
[41] 2435.143 2471.700 2508.258 2544.815 2581.373 2617.931 2654.488 2691.046
[49] 2727.603 2764.161

$zden
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[30,] 1.973671e-03 2.019443e-03 2.256535e-03 2.439717e-03 2.429690e-03
[31,] 3.095095e-03 3.118721e-03 3.568401e-03 4.033870e-03 4.231010e-03
[32,] 4.402740e-03 4.310630e-03 4.998039e-03 5.882956e-03 6.490223e-03
[33,] 5.699737e-03 5.358374e-03 6.215456e-03 7.573863e-03 8.772114e-03
[34,] 6.728418e-03 6.023022e-03 6.885425e-03 8.618026e-03 1.045050e-02
[35,] 7.244075e-03 6.154832e-03 6.824145e-03 8.681868e-03 1.097977e-02
[36,] 7.104279e-03 5.743643e-03 6.083354e-03 7.762227e-03 1.018163e-02
[37,] 6.335380e-03 4.909194e-03 4.907776e-03 6.179890e-03 8.342840e-03
[38,] 5.134004e-03 3.848542e-03 3.606587e-03 4.400965e-03 6.050836e-03
[39,] 3.790024e-03 2.769746e-03 2.429556e-03 2.819834e-03 3.893857e-03
[40,] 2.569388e-03 1.834754e-03 1.509415e-03 1.637578e-03 2.231150e-03
[41,] 1.625300e-03 1.127030e-03 8.707753e-04 8.698756e-04 1.144067e-03
[42,] 9.821611e-04 6.517916e-04 4.712277e-04 4.276479e-04 5.288752e-04
[43,] 5.811090e-04 3.631346e-04 2.432454e-04 1.977510e-04 2.228962e-04
[44,] 3.409696e-04 1.995433e-04 1.226407e-04 8.803514e-05 8.718536e-05
[45,] 1.969207e-04 1.092915e-04 6.179843e-05 3.888907e-05 3.257029e-05
[46,] 1.094985e-04 5.903824e-05 3.135962e-05 1.752304e-05 1.211343e-05
[47,] 5.728435e-05 3.069752e-05 1.578448e-05 8.109083e-06 4.684949e-06
[48,] 2.777392e-05 1.499953e-05 7.660860e-06 3.772362e-06 1.917825e-06
[49,] 1.242127e-05 6.785014e-06 3.493305e-06 1.702848e-06 8.107282e-07
[50,] 5.147554e-06 2.829316e-06 1.473654e-06 7.235646e-07 3.377956e-07
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 1.797573e-16 1.438364e-17 1.037065e-18 6.737348e-20 3.943716e-21
 [2,] 1.287007e-15 1.087921e-16 8.286545e-18 5.687207e-19 3.516908e-20
 [3,] 8.113058e-15 7.244866e-16 5.829639e-17 4.226752e-18 2.761289e-19
 [4,] 4.503025e-14 4.247887e-15 3.610891e-16 2.765765e-17 1.908799e-18
 [5,] 2.200640e-13 2.192966e-14 1.969232e-15 1.593414e-16 1.161742e-17
 [6,] 9.469544e-13 9.968168e-14 9.455740e-15 8.082602e-16 6.225348e-17
 [7,] 3.588057e-12 3.989649e-13 3.997781e-14 3.609860e-15 2.937158e-16
 [8,] 1.197177e-11 1.406062e-12 1.488259e-13 1.419562e-14 1.220134e-15
 [9,] 3.517639e-11 4.363585e-12 4.878527e-13 4.915354e-14 4.462855e-15
[10,] 9.102689e-11 1.192551e-11 1.408214e-12 1.498671e-13 1.437324e-14
[11,] 2.074706e-10 2.870365e-11 3.579678e-12 4.023724e-13 4.076131e-14
[12,] 4.165526e-10 6.085118e-11 8.013983e-12 9.513644e-13 1.017919e-13
[13,] 7.368742e-10 1.136410e-10 1.580264e-11 1.981066e-12 2.238614e-13
[14,] 1.148859e-09 1.869987e-10 2.745149e-11 3.633692e-12 4.336172e-13
[15,] 1.579729e-09 2.712666e-10 4.202822e-11 5.873411e-12 7.402379e-13
[16,] 1.919417e-09 3.474720e-10 5.681533e-11 8.390101e-12 1.119574e-12
[17,] 2.076289e-09 3.964474e-10 6.874431e-11 1.086158e-11 1.576082e-12
[18,] 2.082560e-09 4.289995e-10 8.332067e-11 1.566071e-11 2.946439e-12
[19,] 2.453546e-09 6.439465e-10 1.780929e-10 5.113851e-11 1.465778e-11
[20,] 6.326156e-09 2.486855e-09 9.709100e-10 3.575811e-10 1.211174e-10
[21,] 3.191636e-08 1.520551e-08 6.709785e-09 2.694158e-09 9.781731e-10
[22,] 1.753304e-07 9.104894e-08 4.295241e-08 1.830469e-08 7.034350e-09
[23,] 8.813898e-07 4.875428e-07 2.436488e-07 1.097985e-07 4.459178e-08
[24,] 3.935084e-06 2.305428e-06 1.218153e-06 5.800927e-07 2.489116e-07
[25,] 1.550679e-05 9.605641e-06 5.363393e-06 2.698505e-06 1.223308e-06
[26,] 5.384410e-05 3.524521e-05 2.079217e-05 1.105217e-05 5.293189e-06
[27,] 1.646538e-04 1.138679e-04 7.096753e-05 3.985321e-05 2.016452e-05
[28,] 4.433524e-04 3.238968e-04 2.132615e-04 1.265227e-04 6.763113e-05
[29,] 1.051115e-03 8.111678e-04 5.642299e-04 3.536407e-04 1.997072e-04
[30,] 2.194193e-03 1.788597e-03 1.314287e-03 8.702507e-04 5.191924e-04
[31,] 4.033058e-03 3.472287e-03 2.695355e-03 1.885451e-03 1.188368e-03
[32,] 6.527537e-03 5.935069e-03 4.866704e-03 3.596463e-03 2.394759e-03
[33,] 9.303580e-03 8.932059e-03 7.736590e-03 6.039845e-03 4.248747e-03
[34,] 1.167840e-02 1.183604e-02 1.082839e-02 8.930322e-03 6.636647e-03
[35,] 1.291271e-02 1.381053e-02 1.334391e-02 1.162522e-02 9.126948e-03
[36,] 1.257925e-02 1.419033e-02 1.447825e-02 1.332386e-02 1.105076e-02
[37,] 1.080060e-02 1.284095e-02 1.383169e-02 1.344491e-02 1.178012e-02
[38,] 8.177514e-03 1.023504e-02 1.163534e-02 1.194510e-02 1.105604e-02
[39,] 5.464004e-03 7.187329e-03 8.618989e-03 9.344013e-03 9.135750e-03
[40,] 3.225652e-03 4.448145e-03 5.622748e-03 6.435781e-03 6.646405e-03
[41,] 1.685368e-03 2.427430e-03 3.230872e-03 3.903114e-03 4.257283e-03
[42,] 7.814527e-04 1.169000e-03 1.635560e-03 2.084445e-03 2.400983e-03
[43,] 3.229192e-04 4.974250e-04 7.296934e-04 9.803495e-04 1.192253e-03
[44,] 1.197857e-04 1.874112e-04 2.870675e-04 4.061136e-04 5.213000e-04
[45,] 4.041317e-05 6.275586e-05 9.968125e-05 1.482167e-04 2.007132e-04
[46,] 1.271007e-05 1.881541e-05 3.060549e-05 4.767747e-05 6.805791e-05
[47,] 3.893610e-06 5.130195e-06 8.339176e-06 1.352831e-05 2.032714e-05
[48,] 1.236077e-06 1.314710e-06 2.033005e-06 3.391720e-06 5.349617e-06
[49,] 4.267515e-07 3.367507e-07 4.520808e-07 7.543051e-07 1.241502e-06
[50,] 1.587270e-07 9.331682e-08 9.578189e-08 1.502740e-07 2.545290e-07
             [,48]        [,49]        [,50]
 [1,] 2.079954e-22 9.883813e-24 4.231717e-25
 [2,] 1.959551e-21 9.837310e-23 4.449577e-24
 [3,] 1.625373e-20 8.620262e-22 4.119193e-23
 [4,] 1.186984e-19 6.650560e-21 3.357358e-22
 [5,] 7.631935e-19 4.517433e-20 2.409225e-21
 [6,] 4.320410e-18 2.701610e-19 1.522131e-20
 [7,] 2.153377e-17 1.422507e-18 8.466904e-20
 [8,] 9.449854e-17 6.594640e-18 4.146657e-19
 [9,] 3.651292e-16 2.691768e-17 1.788037e-18
[10,] 1.242206e-15 9.673886e-17 6.788359e-18
[11,] 3.721152e-15 3.061188e-16 2.269187e-17
[12,] 9.815535e-15 8.529378e-16 6.678882e-17
[13,] 2.279964e-14 2.092701e-15 1.730990e-16
[14,] 4.664351e-14 4.522403e-15 3.952215e-16
[15,] 8.413670e-14 8.626525e-15 7.984083e-16
[16,] 1.352149e-13 1.483389e-14 1.489255e-15
[17,] 2.133026e-13 2.762965e-14 3.545050e-15
[18,] 5.690462e-13 1.125567e-13 2.215722e-14
[19,] 4.027533e-12 1.031061e-12 2.419028e-13
[20,] 3.730133e-11 1.039313e-11 2.613983e-12
[21,] 3.204165e-10 9.461555e-11 2.517796e-11
[22,] 2.436253e-09 7.602839e-10 2.137749e-10
[23,] 1.631775e-08 5.380079e-09 1.598204e-09
[24,] 9.623136e-08 3.351993e-08 1.051967e-08
[25,] 4.996487e-07 1.838682e-07 6.096215e-08
[26,] 2.284029e-06 8.879694e-07 3.110327e-07
[27,] 9.192352e-06 3.775525e-06 1.397139e-06
[28,] 3.257163e-05 1.413332e-05 5.525364e-06
[29,] 1.016109e-04 4.658000e-05 1.923846e-05
[30,] 2.790800e-04 1.351580e-04 5.897486e-05
[31,] 6.748463e-04 3.452805e-04 1.591664e-04
[32,] 1.436709e-03 7.765870e-04 3.782017e-04
[33,] 2.692903e-03 1.537786e-03 7.911944e-04
[34,] 4.443863e-03 2.680953e-03 1.457239e-03
[35,] 6.456372e-03 4.115006e-03 2.363012e-03
[36,] 8.258568e-03 5.560830e-03 3.373564e-03
[37,] 9.300570e-03 6.616018e-03 4.240331e-03
[38,] 9.221539e-03 6.930137e-03 4.692435e-03
[39,] 8.049833e-03 6.391094e-03 4.571773e-03
[40,] 6.186728e-03 5.189160e-03 3.921561e-03
[41,] 4.186270e-03 3.709437e-03 2.961565e-03
[42,] 2.493950e-03 2.334578e-03 1.969118e-03
[43,] 1.308115e-03 1.293598e-03 1.152686e-03
[44,] 6.040965e-04 6.310765e-04 5.940716e-04
[45,] 2.456276e-04 2.710559e-04 2.695605e-04
[46,] 8.793675e-05 1.025022e-04 1.076872e-04
[47,] 2.772080e-05 3.412792e-05 3.787597e-05
[48,] 7.695169e-06 1.000455e-05 1.172891e-05
[49,] 1.881373e-06 2.582326e-06 3.197780e-06
[50,] 4.052515e-07 5.869236e-07 7.676172e-07

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

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
      456.9        156.3  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1hfqm1257329654.ps tmp/1hfqm1257329654.png")
> system("convert tmp/2dyyd1257329654.ps tmp/2dyyd1257329654.png")
> system("convert tmp/3yqw21257329654.ps tmp/3yqw21257329654.png")
> system("convert tmp/404e71257329654.ps tmp/404e71257329654.png")
> system("convert tmp/51ja41257329654.ps tmp/51ja41257329654.png")
> system("convert tmp/6czcm1257329654.ps tmp/6czcm1257329654.png")
> system("convert tmp/7w8wy1257329654.ps tmp/7w8wy1257329654.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.036   2.048   3.592