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

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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(4.25,4.25,4.25,3.85,3.75,3.75,3.55,3.5,3.5,3.1,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3,3.21,3.25,3.25,3.45,3.5,3.5,3.64,3.75,3.93,4,4.17,4.25,4.39,4.5,4.5,4.65,4.75,4.75,4.9,5,5,5,5,5,5,5,5,5,5,5,5,5.18,5.25,5.25,4.49,3.92,3.25,3,3)
> y <- c(123.1,136.6,112.1,95.1,96.3,105.7,115.8,105.7,105.7,111.1,82.4,60,107.3,99.3,113.5,108.9,100.2,103.9,138.9,120.2,100.2,143.2,70.9,85.2,133,136.6,117.9,106.3,122.3,125.5,148.4,126.3,99.6,140.4,80.3,92.6,138.5,110.9,119.6,105,109,129.4,148.6,101.4,134.8,143.7,81.6,90.3,141.5,140.7,140.2,100.2,125.7,119.6,134.7,109,116.3,146.9,97.4,89.4,132.1,139.8,129,112.5,121.9,121.7,123.1,131.6,119.3,132.5,98.3,85.1,131.7,129.3,90.7,78.6,68.9,79.1)
> x <- c(7.8,8,8.1,8.2,8.3,8.2,8,7.9,7.6,7.6,8.3,8.4,8.4,8.4,8.4,8.6,8.9,8.8,8.3,7.5,7.2,7.4,8.8,9.3,9.3,8.7,8.2,8.3,8.5,8.6,8.5,8.2,8.1,7.9,8.6,8.7,8.7,8.5,8.4,8.5,8.7,8.7,8.6,8.5,8.3,8,8.2,8.1,8.1,8,7.9,7.9,8,8,7.9,8,7.7,7.2,7.5,7.3,7,7,7,7.2,7.3,7.1,6.8,6.4,6.1,6.5,7.7,7.9,7.5,6.9,6.6,6.9,7.7,8)
> par7 = 'Marginale_beleningsfaciliteit'
> par6 = 'Productie_van_personenwagens'
> par5 = 'Bruto_werkloosheidsgraad'
> 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/1w6g41257281152.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/29dmh1257281152.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/3ygf31257281152.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/4ha7b1257281152.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/5kvqy1257281152.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  
    151.591       -4.762  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/60z3q1257281152.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]  45.59240  47.98863  50.38486  52.78109  55.17732  57.57355  59.96977
 [8]  62.36600  64.76223  67.15846  69.55469  71.95092  74.34715  76.74337
[15]  79.13960  81.53583  83.93206  86.32829  88.72452  91.12074  93.51697
[22]  95.91320  98.30943 100.70566 103.10189 105.49811 107.89434 110.29057
[29] 112.68680 115.08303 117.47926 119.87548 122.27171 124.66794 127.06417
[36] 129.46040 131.85663 134.25285 136.64908 139.04531 141.44154 143.83777
[43] 146.23400 148.63023 151.02645 153.42268 155.81891 158.21514 160.61137
[50] 163.00760

$yords
 [1] 2.742846 2.799261 2.855675 2.912089 2.968504 3.024918 3.081333 3.137747
 [9] 3.194162 3.250576 3.306991 3.363405 3.419819 3.476234 3.532648 3.589063
[17] 3.645477 3.701892 3.758306 3.814721 3.871135 3.927549 3.983964 4.040378
[25] 4.096793 4.153207 4.209622 4.266036 4.322451 4.378865 4.435279 4.491694
[33] 4.548108 4.604523 4.660937 4.717352 4.773766 4.830181 4.886595 4.943009
[41] 4.999424 5.055838 5.112253 5.168667 5.225082 5.281496 5.337911 5.394325
[49] 5.450739 5.507154

$zden
            [,1]       [,2]       [,3]       [,4]      [,5]      [,6]      [,7]
 [1,] 0.05299390 0.07358577 0.09133527 0.10133679 0.1005092 0.0891268 0.0706753
 [2,] 0.07574504 0.10664137 0.13425751 0.15115195 0.1521946 0.1370827 0.1104862
 [3,] 0.10351940 0.14762468 0.18833577 0.21497398 0.2195835 0.2007756 0.1644139
 [4,] 0.13581965 0.19596858 0.25308885 0.29261560 0.3029630 0.2810330 0.2337341
 [5,] 0.17180212 0.25051471 0.32715587 0.38274929 0.4013371 0.3774372 0.3186993
 [6,] 0.21042835 0.30972709 0.40854998 0.48315440 0.5126111 0.4884100 0.4185201
 [7,] 0.25060656 0.37192045 0.49497119 0.59107780 0.6339336 0.6114640 0.5314836
 [8,] 0.29126028 0.43539945 0.58403155 0.70352971 0.7620089 0.7434522 0.6550693
 [9,] 0.33130358 0.49845643 0.67329859 0.81738129 0.8932231 0.8806619 0.7859398
[10,] 0.36956790 0.55926979 0.76018211 0.92926259 1.0235628 1.0187309 0.9198004
[11,] 0.40478762 0.61584718 0.84183246 1.03543422 1.1484888 1.1525399 1.0512929
[12,] 0.43576860 0.66620750 0.91531089 1.13193775 1.2630858 1.2763919 1.1742190
[13,] 0.46180031 0.70893368 0.97825011 1.21531907 1.3628204 1.3848098 1.2823918
[14,] 0.48322330 0.74402876 1.02999294 1.28398628 1.4450316 1.4740922 1.3712289
[15,] 0.50189314 0.77373824 1.07283228 1.33983829 1.5108372 1.5443597 1.4398323
[16,] 0.52120177 0.80282103 1.11266921 1.38937581 1.5666489 1.6013313 1.4928627
[17,] 0.54542388 0.83782846 1.15840017 1.44338165 1.6242494 1.6567714 1.5412263
[18,] 0.57844934 0.88533839 1.21977638 1.51465765 1.6986892 1.7267358 1.6007072
[19,] 0.62230706 0.94963414 1.30421195 1.61415957 1.8041244 1.8275215 1.6883136
[20,] 0.67608335 1.03072164 1.41368191 1.74678738 1.9487927 1.9703148 1.8170893
[21,] 0.73574995 1.12358040 1.54304028 1.90853634 2.1310323 2.1564118 1.9910489
[22,] 0.79505611 1.21908746 1.68062172 2.08636021 2.3381122 2.3750027 2.2022019
[23,] 0.84718361 1.30635167 1.81106216 2.26104986 2.5486404 2.6047002 2.4310903
[24,] 0.88653929 1.37559359 1.91933335 2.41217414 2.7378677 2.8185528 2.6510039
[25,] 0.91002690 1.42050469 1.99450157 2.52328720 2.8840222 2.9908814 2.8346123
[26,] 0.91740121 1.43929777 2.03190692 2.58556389 2.9734376 3.1035615 2.9607844
[27,] 0.91072250 1.43426343 2.03319939 2.59877375 3.0028208 3.1496563 3.0193049
[28,] 0.89329673 1.41027588 2.00458846 2.56966151 2.9782565 3.1334487 3.0120654
[29,] 0.86863209 1.37304792 1.95432542 2.50881186 2.9118476 3.0673682 2.9507101
[30,] 0.83981668 1.32787297 1.89055551 2.42749427 2.8176753 2.9674325 2.8520449
[31,] 0.80940221 1.27916869 1.82022831 2.33564670 2.7086918 2.8491162 2.7331852
[32,] 0.77955344 1.23060078 1.74900993 2.24128897 2.5953281 2.7249514 2.6081543
[33,] 0.75208434 1.18523197 1.68153569 2.15076317 2.4854926 2.6040083 2.4866326
[34,] 0.72813684 1.14521322 1.62123789 2.06880568 2.3849040 2.4923726 2.3743664
[35,] 0.70758329 1.11097032 1.56944741 1.99780233 2.2967660 2.3934193 2.2740410
[36,] 0.68853440 1.08035115 1.52419476 1.93643071 2.2206007 2.3072355 2.1855821
[37,] 0.66739706 1.04843288 1.47962565 1.87866734 2.1510369 2.2295676 2.1056973
[38,] 0.63968756 1.00845245 1.42682866 1.81426529 2.0778034 2.1514210 2.0273893
[39,] 0.60139884 0.95374067 1.35617667 1.73114758 1.9877394 2.0603655 1.9405032
[40,] 0.55039526 0.87996156 1.26042664 1.61909595 1.8685365 1.9437072 1.8338684
[41,] 0.48725813 0.78673905 1.13733329 1.47331109 1.7128658 1.7925382 1.6985915
[42,] 0.41525299 0.67801525 0.99070305 1.29637106 1.5211907 1.6050276 1.5312332
[43,] 0.33947758 0.56105386 0.82951795 1.09782631 1.3021109 1.3875566 1.3354831
[44,] 0.26556711 0.44455672 0.66558111 0.89170623 1.0701895 1.1532673 1.1215981
[45,] 0.19843708 0.33662794 0.51064548 0.69300173 0.8422312 0.9186988 0.9038642
[46,] 0.14143363 0.24323489 0.37400568 0.51439626 0.6334275 0.6998448 0.6971183
[47,] 0.09603765 0.16749926 0.26116098 0.36417056 0.4545652 0.5089542 0.5135728
[48,] 0.06205654 0.10980088 0.17365825 0.24559798 0.3108648 0.3528606 0.3608451
[49,] 0.03811333 0.06843759 0.10983251 0.15759633 0.2023494 0.2329349 0.2414828
[50,] 0.02222149 0.04050873 0.06599161 0.09610498 0.1252174 0.1462330 0.1537294
            [,8]       [,9]      [,10]       [,11]       [,12]       [,13]
 [1,] 0.05013487 0.03183424 0.01811588 0.009266145 0.004296242 0.001855069
 [2,] 0.07972771 0.05155587 0.02992657 0.015655458 0.007463766 0.003356652
 [3,] 0.12067711 0.07949321 0.04710633 0.025244343 0.012411881 0.005842806
 [4,] 0.17449246 0.11713946 0.07093909 0.039020894 0.019849505 0.009824827
 [5,] 0.24199638 0.16565065 0.10264770 0.058078130 0.030661307 0.016008518
 [6,] 0.32323865 0.22574271 0.14331493 0.083575046 0.045903280 0.025310696
 [7,] 0.41748546 0.29759666 0.19376258 0.116632407 0.066730266 0.038812584
 [8,] 0.52317693 0.38068770 0.25431762 0.158100531 0.094201180 0.057604231
 [9,] 0.63776721 0.47348368 0.32442833 0.208169210 0.128935950 0.082498833
[10,] 0.75747595 0.57307162 0.40220192 0.265886402 0.170678310 0.113661463
[11,] 0.87713739 0.67492050 0.48407739 0.328782168 0.217929414 0.150287381
[12,] 0.99044000 0.77308015 0.56493456 0.392880721 0.267897637 0.190533399
[13,] 1.09082182 0.86106414 0.63888445 0.453340242 0.316983849 0.231889063
[14,] 1.17308498 0.93344238 0.70075812 0.505751664 0.361848315 0.272035343
[15,] 1.23545239 0.98783568 0.74798029 0.547812773 0.400826895 0.310005129
[16,] 1.28142089 1.02668643 0.78221919 0.580810711 0.435199554 0.347227489
[17,] 1.32053956 1.05802650 0.81009598 0.610247973 0.469710561 0.387934132
[18,] 1.36734471 1.09459726 0.84240477 0.645121129 0.511889352 0.438521164
[19,] 1.43819702 1.15112605 0.89172350 0.695778202 0.570106510 0.505792286
[20,] 1.54658459 1.24022943 0.96886475 0.770802263 0.650789751 0.594456533
[21,] 1.69826076 1.36806400 1.07913153 0.873806833 0.755633025 0.704645366
[22,] 1.88796880 1.53119008 1.21959636 1.001205143 0.879778796 0.830369816
[23,] 2.09919375 1.71593404 1.37847011 1.141835542 1.011750879 0.959651820
[24,] 2.30740080 1.90080662 1.53705612 1.278809400 1.135399355 1.076555274
[25,] 2.48593551 2.06148344 1.67394838 1.393240858 1.233453397 1.164677861
[26,] 2.61271332 2.17688098 1.77032070 1.468860607 1.291709871 1.211116469
[27,] 2.67548245 2.23438073 1.81468547 1.496151041 1.302630215 1.209719409
[28,] 2.67397457 2.23250084 1.80559553 1.474723052 1.267274343 1.162670570
[29,] 2.61845062 2.18022456 1.75142630 1.413181368 1.195004834 1.079996646
[30,] 2.52550479 2.09341973 1.66738499 1.326527547 1.101063409 0.977208718
[31,] 2.41292332 1.98981634 1.57086318 1.231953337 1.002740418 0.871770095
[32,] 2.29550599 1.88441075 1.47678756 1.144395366 0.915250715 0.779320713
[33,] 2.18302843 1.78676481 1.39449829 1.073253152 0.848488553 0.710586978
[34,] 2.08035572 1.70067757 1.32695112 1.021189875 0.805534296 0.669700036
[35,] 1.98873936 1.62562760 1.27202945 0.985112550 0.783193159 0.654261382
[36,] 1.90705470 1.55876202 1.22494438 0.958608580 0.774149345 0.656991717
[37,] 1.83225007 1.49632530 1.18047077 0.934660748 0.769785837 0.668313094
[38,] 1.75917343 1.43412094 1.13417541 0.907572341 0.762592252 0.678947629
[39,] 1.68059159 1.36739632 1.08255634 0.873623137 0.747429931 0.681720700
[40,] 1.58818442 1.29092283 1.02265689 0.830700626 0.721563496 0.672205370
[41,] 1.47463313 1.19981117 0.95188922 0.777608021 0.683955647 0.648409989
[42,] 1.33610689 1.09097242 0.86846207 0.713718239 0.634541349 0.610080108
[43,] 1.17403973 0.96456811 0.77224618 0.639214263 0.573972800 0.558174731
[44,] 0.99533592 0.82466286 0.66551696 0.555649279 0.503850291 0.494739875
[45,] 0.81086144 0.67865143 0.55302393 0.466306414 0.427061174 0.423002637
[46,] 0.63282661 0.53562296 0.44119760 0.375960303 0.347774615 0.347314951
[47,] 0.47204421 0.40428771 0.33675704 0.290012652 0.270885017 0.272687337
[48,] 0.33594176 0.29120474 0.24525493 0.213331767 0.201060318 0.203952899
[49,] 0.22776602 0.19981949 0.17007080 0.149261226 0.141785682 0.144861748
[50,] 0.14692276 0.13043377 0.11211084 0.099141751 0.094781083 0.097465445
             [,14]        [,15]        [,16]        [,17]        [,18]
 [1,] 0.0008083968 0.0004194468 0.0002911500 0.0002417911 0.0002031442
 [2,] 0.0015674700 0.0009006825 0.0006851353 0.0005998934 0.0005198643
 [3,] 0.0029393848 0.0018630801 0.0015325317 0.0014027276 0.0012503848
 [4,] 0.0053371046 0.0037010778 0.0032499601 0.0030890155 0.0028269972
 [5,] 0.0093775205 0.0070369543 0.0065211860 0.0064043491 0.0060101512
 [6,] 0.0159104818 0.0127644928 0.0123647741 0.0125014185 0.0120216340
 [7,] 0.0259873670 0.0220307291 0.0221393463 0.0229851656 0.0226409595
 [8,] 0.0407277743 0.0361112346 0.0374316082 0.0398356011 0.0401902361
 [9,] 0.0610669332 0.0561585934 0.0597933630 0.0651525025 0.0673288889
[10,] 0.0874248215 0.0828619845 0.0903534257 0.1007213079 0.1066194298
[11,] 0.1194155156 0.1161319469 0.1294139457 0.1474898988 0.1599114993
[12,] 0.1557720711 0.1549794502 0.1762080408 0.2051346818 0.2276977606
[13,] 0.1946458615 0.1977423928 0.2289922594 0.2719215571 0.3086643860
[14,] 0.2343200179 0.2427002833 0.2855436130 0.3449913008 0.3996369799
[15,] 0.2741790226 0.2889366601 0.3439535218 0.4210336305 0.4959994145
[16,] 0.3155796544 0.3371338940 0.4034369930 0.4971307949 0.5924850303
[17,] 0.3621782332 0.3899101098 0.4647991441 0.5714484240 0.6840961922
[18,] 0.4193596468 0.4513891702 0.5302710037 0.6434832570 0.7668649462
[19,] 0.4926903375 0.5259273171 0.6026251530 0.7137289376 0.8382319158
[20,] 0.5857026600 0.6162385257 0.6837416832 0.7828262406 0.8969511708
[21,] 0.6976768760 0.7214644653 0.7730371779 0.8504550098 0.9425765719
[22,] 0.8222583703 0.8359032616 0.8663171137 0.9143565471 0.9747239001
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[12,] 9.519738e-03 1.671305e-02 2.737867e-02 4.118676e-02 5.704596e-02
[13,] 1.413667e-02 2.450257e-02 4.026114e-02 6.095591e-02 8.481407e-02
[14,] 2.030452e-02 3.431611e-02 5.628334e-02 8.566450e-02 1.198296e-01
[15,] 2.848080e-02 4.620326e-02 7.506976e-02 1.145540e-01 1.610738e-01
[16,] 3.940721e-02 6.031573e-02 9.603837e-02 1.462223e-01 2.063748e-01
[17,] 5.422954e-02 7.714655e-02 1.187368e-01 1.790091e-01 2.527668e-01
[18,] 7.452816e-02 9.776957e-02 1.433001e-01 2.116543e-01 2.972849e-01
[19,] 1.021780e-01 1.239535e-01 1.708747e-01 2.440658e-01 3.380522e-01
[20,] 1.390029e-01 1.580260e-01 2.037998e-01 2.779190e-01 3.753484e-01
[21,] 1.862826e-01 2.024310e-01 2.453668e-01 3.167867e-01 4.122496e-01
[22,] 2.442658e-01 2.590441e-01 2.991007e-01 3.655936e-01 4.544743e-01
[23,] 3.118969e-01 3.284418e-01 3.676931e-01 4.294063e-01 5.092795e-01
[24,] 3.869086e-01 4.093916e-01 4.518975e-01 5.118383e-01 5.835783e-01
[25,] 4.662954e-01 4.987895e-01 5.497801e-01 6.135556e-01 6.817715e-01
[26,] 5.470009e-01 5.921179e-01 6.566405e-01 7.314081e-01 8.039660e-01
[27,] 6.265421e-01 6.842993e-01 7.657029e-01 8.585455e-01 9.451878e-01
[28,] 7.033012e-01 7.706555e-01 8.693969e-01 9.855460e-01 1.095894e+00
[29,] 7.763500e-01 8.476407e-01 9.608227e-01 1.102235e+00 1.243659e+00
[30,] 8.448688e-01 9.130942e-01 1.034926e+00 1.199623e+00 1.375525e+00
[31,] 9.073822e-01 9.659452e-01 1.089012e+00 1.271373e+00 1.480312e+00
[32,] 9.611335e-01 1.005516e+00 1.122483e+00 1.314386e+00 1.550245e+00
[33,] 1.001900e+00 1.030750e+00 1.135996e+00 1.328475e+00 1.581584e+00
[34,] 1.024445e+00 1.039748e+00 1.130463e+00 1.315413e+00 1.574312e+00
[35,] 1.023594e+00 1.029916e+00 1.106383e+00 1.277883e+00 1.531266e+00
[36,] 9.956641e-01 9.987406e-01 1.063793e+00 1.218764e+00 1.457169e+00
[37,] 9.397839e-01 9.449399e-01 1.002820e+00 1.140942e+00 1.357863e+00
[38,] 8.585922e-01 8.694821e-01 9.245023e-01 1.047507e+00 1.239755e+00
[39,] 7.580138e-01 7.760152e-01 8.313981e-01 9.420239e-01 1.109375e+00
[40,] 6.461550e-01 6.704878e-01 7.276901e-01 8.286022e-01 9.729215e-01
[41,] 5.317114e-01 5.601018e-01 6.187194e-01 7.117016e-01 8.358356e-01
[42,] 4.224291e-01 4.520010e-01 5.101819e-01 5.957767e-01 7.025515e-01
[43,] 3.240623e-01 3.521420e-01 4.073028e-01 4.849333e-01 5.765134e-01
[44,] 2.399992e-01 2.646355e-01 3.142330e-01 3.826882e-01 4.604040e-01
[45,] 1.714531e-01 1.916056e-01 2.337488e-01 2.918152e-01 3.563913e-01
[46,] 1.179698e-01 1.334302e-01 1.672096e-01 2.142174e-01 2.662029e-01
[47,] 7.800592e-02 8.917119e-02 1.146854e-01 1.508050e-01 1.909788e-01
[48,] 4.943601e-02 5.704222e-02 7.518844e-02 1.014300e-01 1.310183e-01
[49,] 2.993914e-02 3.483096e-02 4.697527e-02 6.495432e-02 8.561266e-02
[50,] 1.727569e-02 2.024558e-02 2.788850e-02 3.948342e-02 5.310481e-02
             [,39]        [,40]        [,41]        [,42]        [,43]
 [1,] 3.132449e-05 4.078042e-05 4.917067e-05 5.423952e-05 5.424543e-05
 [2,] 8.307841e-05 1.082601e-04 1.313587e-04 1.464447e-04 1.484743e-04
 [3,] 2.082111e-04 2.709746e-04 3.301976e-04 3.714666e-04 3.813833e-04
 [4,] 4.935864e-04 6.401499e-04 7.816808e-04 8.857969e-04 9.197889e-04
 [5,] 1.107868e-03 1.428936e-03 1.744462e-03 1.987262e-03 2.083872e-03
 [6,] 2.356553e-03 3.017429e-03 3.674263e-03 4.198471e-03 4.438253e-03
 [7,] 4.754379e-03 6.035152e-03 7.313399e-03 8.362398e-03 8.893783e-03
 [8,] 9.104529e-03 1.144732e-02 1.377631e-02 1.572363e-02 1.678655e-02
 [9,] 1.655926e-02 2.061634e-02 2.459733e-02 2.795333e-02 2.988214e-02
[10,] 2.862026e-02 3.529494e-02 4.169650e-02 4.707048e-02 5.025050e-02
[11,] 4.702749e-02 5.750017e-02 6.722028e-02 7.522593e-02 7.998177e-02
[12,] 7.349464e-02 8.922702e-02 1.032314e-01 1.143491e-01 1.207682e-01
[13,] 1.092879e-01 1.319956e-01 1.512570e-01 1.657011e-01 1.734398e-01
[14,] 1.547129e-01 1.862871e-01 2.117494e-01 2.294106e-01 2.375742e-01
[15,] 2.086564e-01 2.509997e-01 2.835670e-01 3.040844e-01 3.112831e-01
[16,] 2.683848e-01 3.231228e-01 3.636269e-01 3.865775e-01 3.912089e-01
[17,] 3.298007e-01 3.978492e-01 4.469121e-01 4.720161e-01 4.727081e-01
[18,] 3.882580e-01 4.692860e-01 5.270032e-01 5.541771e-01 5.502002e-01
[19,] 4.398594e-01 5.317743e-01 5.972206e-01 6.263300e-01 6.177262e-01
[20,] 4.829388e-01 5.816000e-01 6.522855e-01 6.825783e-01 6.698236e-01
[21,] 5.192584e-01 6.186460e-01 6.901652e-01 7.195516e-01 7.027644e-01
[22,] 5.544146e-01 6.473996e-01 7.135463e-01 7.380424e-01 7.159885e-01
[23,] 5.971031e-01 6.767903e-01 7.303061e-01 7.439795e-01 7.132833e-01
[24,] 6.572365e-01 7.186313e-01 7.525437e-01 7.481581e-01 7.031105e-01
[25,] 7.433239e-01 7.848976e-01 7.941634e-01 7.644657e-01 6.976287e-01
[26,] 8.598409e-01 8.845225e-01 8.675301e-01 8.068754e-01 7.103997e-01
[27,] 1.005401e+00 1.020632e+00 9.801078e-01 8.859741e-01 7.532993e-01
[28,] 1.172317e+00 1.189047e+00 1.132053e+00 1.006015e+00 8.334999e-01
[29,] 1.347700e+00 1.378490e+00 1.315447e+00 1.163329e+00 9.513900e-01
[30,] 1.515766e+00 1.572415e+00 1.515345e+00 1.346485e+00 1.099963e+00
[31,] 1.660664e+00 1.751898e+00 1.712272e+00 1.538067e+00 1.265738e+00
[32,] 1.769052e+00 1.898805e+00 1.885489e+00 1.717541e+00 1.430889e+00
[33,] 1.831839e+00 1.998493e+00 2.016229e+00 1.864510e+00 1.576045e+00
[34,] 1.844892e+00 2.041592e+00 2.090330e+00 1.961745e+00 1.683235e+00
[35,] 1.808846e+00 2.024773e+00 2.099928e+00 1.997557e+00 1.738542e+00
[36,] 1.728380e+00 1.950646e+00 2.044171e+00 1.967276e+00 1.734128e+00
[37,] 1.611225e+00 1.826981e+00 1.928977e+00 1.873707e+00 1.669354e+00
[38,] 1.467054e+00 1.665391e+00 1.765906e+00 1.726482e+00 1.550756e+00
[39,] 1.306255e+00 1.479557e+00 1.570216e+00 1.540324e+00 1.390781e+00
[40,] 1.138679e+00 1.283216e+00 1.358374e+00 1.332462e+00 1.205444e+00
[41,] 9.725684e-01 1.088290e+00 1.145520e+00 1.119737e+00 1.011417e+00
[42,] 8.139718e-01 9.036421e-01 9.435093e-01 9.161100e-01 8.232901e-01
[43,] 6.667765e-01 7.347647e-01 7.600271e-01 7.311992e-01 6.517066e-01
[44,] 5.332577e-01 5.843283e-01 5.988417e-01 5.700891e-01 5.027367e-01
[45,] 4.147841e-01 4.531929e-01 4.608511e-01 4.341683e-01 3.783950e-01
[46,] 3.123109e-01 3.413521e-01 3.453281e-01 3.224472e-01 2.778326e-01
[47,] 2.264778e-01 2.484505e-01 2.508603e-01 2.327761e-01 1.986369e-01
[48,] 1.573934e-01 1.738328e-01 1.757823e-01 1.626281e-01 1.378279e-01
[49,] 1.043575e-01 1.163438e-01 1.182078e-01 1.094195e-01 9.241362e-02
[50,] 6.576142e-02 7.416462e-02 7.592728e-02 7.055244e-02 5.959243e-02
             [,44]        [,45]        [,46]        [,47]        [,48]
 [1,] 4.889013e-05 3.955704e-05 2.866480e-05 1.857727e-05 1.075863e-05
 [2,] 1.359280e-04 1.118552e-04 8.250097e-05 5.444649e-05 3.211755e-05
 [3,] 3.544185e-04 2.964958e-04 2.225264e-04 1.495196e-04 8.983047e-05
 [4,] 8.669073e-04 7.368774e-04 5.625642e-04 3.847721e-04 2.354105e-04
 [5,] 1.989945e-03 1.717494e-03 1.333224e-03 9.279717e-04 5.780716e-04
 [6,] 4.288764e-03 3.755451e-03 2.962591e-03 2.097772e-03 1.330263e-03
 [7,] 8.683923e-03 7.706975e-03 6.174590e-03 4.445944e-03 2.869170e-03
 [8,] 1.653255e-02 1.485281e-02 1.207499e-02 8.836395e-03 5.801305e-03
 [9,] 2.962430e-02 2.690066e-02 2.216879e-02 1.647628e-02 1.099933e-02
[10,] 5.002755e-02 4.583294e-02 3.823766e-02 2.883686e-02 1.956355e-02
[11,] 7.975194e-02 7.355606e-02 6.202437e-02 4.740885e-02 3.265920e-02
[12,] 1.202645e-01 1.113832e-01 9.473884e-02 7.328739e-02 5.121161e-02
[13,] 1.719824e-01 1.594853e-01 1.365049e-01 1.066722e-01 7.550799e-02
[14,] 2.339147e-01 2.165176e-01 1.859577e-01 1.464616e-01 1.048351e-01
[15,] 3.035917e-01 2.796080e-01 2.402059e-01 1.901520e-01 1.373288e-01
[16,] 3.773045e-01 3.447535e-01 2.952539e-01 2.341715e-01 1.701723e-01
[17,] 4.505375e-01 4.074807e-01 3.467651e-01 2.745916e-01 2.001443e-01
[18,] 5.184316e-01 4.634988e-01 3.908670e-01 3.079602e-01 2.243440e-01
[19,] 5.761939e-01 5.091234e-01 4.246818e-01 3.319205e-01 2.408072e-01
[20,] 6.195394e-01 5.414567e-01 4.464443e-01 3.453938e-01 2.487699e-01
[21,] 6.453438e-01 5.585304e-01 4.553494e-01 3.483576e-01 2.485226e-01
[22,] 6.525874e-01 5.596664e-01 4.514386e-01 3.414845e-01 2.410175e-01
[23,] 6.433920e-01 5.461147e-01 4.357697e-01 3.259495e-01 2.275073e-01
[24,] 6.236716e-01 5.217059e-01 4.108354e-01 3.035425e-01 2.094197e-01
[25,] 6.028733e-01 4.930536e-01 3.809210e-01 2.769529e-01 1.884774e-01
[26,] 5.925557e-01 4.689222e-01 3.520117e-01 2.499261e-01 1.668875e-01
[27,] 6.040330e-01 4.587267e-01 3.310475e-01 2.270384e-01 1.473790e-01
[28,] 6.457255e-01 4.705340e-01 3.246496e-01 2.130424e-01 1.329671e-01
[29,] 7.209894e-01 5.091560e-01 3.376906e-01 2.119583e-01 1.264793e-01
[30,] 8.270033e-01 5.748638e-01 3.721201e-01 2.261830e-01 1.299870e-01
[31,] 9.549161e-01 6.629960e-01 4.263225e-01 2.558403e-01 1.442943e-01
[32,] 1.091117e+00 7.644649e-01 4.950908e-01 2.984859e-01 1.685860e-01
[33,] 1.219289e+00 8.670012e-01 5.701847e-01 3.492066e-01 2.002975e-01
[34,] 1.322879e+00 9.569335e-01 6.414124e-01 4.011371e-01 2.352652e-01
[35,] 1.387628e+00 1.021293e+00 6.981553e-01 4.464126e-01 2.682229e-01
[36,] 1.403820e+00 1.049964e+00 7.311709e-01 4.774941e-01 2.936531e-01
[37,] 1.367893e+00 1.037511e+00 7.343522e-01 4.886475e-01 3.068753e-01
[38,] 1.283017e+00 9.842138e-01 7.059953e-01 4.771951e-01 3.050970e-01
[39,] 1.158423e+00 8.959706e-01 6.491492e-01 4.441242e-01 2.880828e-01
[40,] 1.007524e+00 7.829884e-01 5.708639e-01 3.937971e-01 2.581760e-01
[41,] 8.452695e-01 6.575794e-01 4.805229e-01 3.328239e-01 2.196405e-01
[42,] 6.854374e-01 5.317022e-01 3.877782e-01 2.684704e-01 1.775488e-01
[43,] 5.385913e-01 4.149488e-01 3.007225e-01 2.071261e-01 1.366088e-01
[44,] 4.111515e-01 3.134604e-01 2.247828e-01 1.532785e-01 1.002971e-01
[45,] 3.055913e-01 2.298719e-01 1.624910e-01 1.091851e-01 7.049881e-02
[46,] 2.214008e-01 1.640248e-01 1.139659e-01 7.515435e-02 4.763070e-02
[47,] 1.563066e-01 1.140146e-01 7.775138e-02 5.017218e-02 3.106713e-02
[48,] 1.073224e-01 7.717382e-02 5.166362e-02 3.258081e-02 1.964594e-02
[49,] 7.142737e-02 5.076447e-02 3.342272e-02 2.061193e-02 1.208677e-02
[50,] 4.588273e-02 3.234170e-02 2.100795e-02 1.270066e-02 7.249040e-03
             [,49]        [,50]
 [1,] 5.564913e-06 2.570151e-06
 [2,] 1.692437e-05 7.963862e-06
 [3,] 4.822083e-05 2.311744e-05
 [4,] 1.287190e-04 6.286647e-05
 [5,] 3.219280e-04 1.601686e-04
 [6,] 7.544243e-04 3.823298e-04
 [7,] 1.656755e-03 8.551336e-04
 [8,] 3.409966e-03 1.792301e-03
 [9,] 6.579279e-03 3.520738e-03
[10,] 1.190332e-02 6.483285e-03
[11,] 2.020203e-02 1.119508e-02
[12,] 3.218156e-02 1.813500e-02
[13,] 4.815632e-02 2.757613e-02
[14,] 6.776757e-02 3.939606e-02
[15,] 8.982317e-02 5.294277e-02
[16,] 1.123758e-01 6.703961e-02
[17,] 1.330754e-01 8.017329e-02
[18,] 1.497035e-01 9.082994e-02
[19,] 1.606906e-01 9.786335e-02
[20,] 1.654070e-01 1.007487e-01
[21,] 1.641277e-01 9.962303e-02
[22,] 1.577377e-01 9.511874e-02
[23,] 1.473723e-01 8.809741e-02
[24,] 1.341861e-01 7.942485e-02
[25,] 1.193307e-01 6.987921e-02
[26,] 1.040735e-01 6.018934e-02
[27,] 8.991040e-02 5.112654e-02
[28,] 7.854597e-02 4.355785e-02
[29,] 7.170755e-02 3.840901e-02
[30,] 7.084528e-02 3.653955e-02
[31,] 7.680143e-02 3.856553e-02
[32,] 8.952216e-02 4.467191e-02
[33,] 1.078675e-01 5.445313e-02
[34,] 1.295808e-01 6.682755e-02
[35,] 1.514868e-01 8.008117e-02
[36,] 1.699637e-01 9.208743e-02
[37,] 1.816433e-01 1.007001e-01
[38,] 1.841753e-01 1.042360e-01
[39,] 1.768069e-01 1.018967e-01
[40,] 1.605580e-01 9.397066e-02
[41,] 1.379074e-01 8.173004e-02
[42,] 1.121031e-01 6.705700e-02
[43,] 8.635014e-02 5.194269e-02
[44,] 6.315026e-02 3.803754e-02
[45,] 4.396871e-02 2.638634e-02
[46,] 2.924917e-02 1.738695e-02
[47,] 1.867059e-02 1.092221e-02
[48,] 1.149145e-02 6.570166e-03
[49,] 6.852931e-03 3.804187e-03
[50,] 3.976287e-03 2.131706e-03

> 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  
   2.807480     0.008506  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7p3nz1257281152.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] 5.726239 5.806801 5.887363 5.967924 6.048486 6.129048 6.209609 6.290171
 [9] 6.370733 6.451294 6.531856 6.612418 6.692979 6.773541 6.854103 6.934664
[17] 7.015226 7.095788 7.176349 7.256911 7.337473 7.418034 7.498596 7.579158
[25] 7.659719 7.740281 7.820842 7.901404 7.981966 8.062527 8.143089 8.223651
[33] 8.304212 8.384774 8.465336 8.545897 8.626459 8.707021 8.787582 8.868144
[41] 8.948706 9.029267 9.109829 9.190391 9.270952 9.351514 9.432076 9.512637
[49] 9.593199 9.673761

$yords
 [1] 2.742846 2.799261 2.855675 2.912089 2.968504 3.024918 3.081333 3.137747
 [9] 3.194162 3.250576 3.306991 3.363405 3.419819 3.476234 3.532648 3.589063
[17] 3.645477 3.701892 3.758306 3.814721 3.871135 3.927549 3.983964 4.040378
[25] 4.096793 4.153207 4.209622 4.266036 4.322451 4.378865 4.435279 4.491694
[33] 4.548108 4.604523 4.660937 4.717352 4.773766 4.830181 4.886595 4.943009
[41] 4.999424 5.055838 5.112253 5.168667 5.225082 5.281496 5.337911 5.394325
[49] 5.450739 5.507154

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 3.134531e-19 9.587689e-18 2.492248e-16 5.503515e-15 1.029336e-13
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              [,6]         [,7]         [,8]         [,9]        [,10]
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[16,] 1.019202e+01 1.591274e+01 2.647706e+01 4.144682e+01 5.777542e+01
[17,] 1.128967e+01 2.045816e+01 3.539702e+01 5.423127e+01 7.179370e+01
[18,] 1.459615e+01 2.743385e+01 4.585472e+01 6.610886e+01 8.166299e+01
[19,] 1.959073e+01 3.517509e+01 5.488966e+01 7.357203e+01 8.476122e+01
[20,] 2.508103e+01 4.162878e+01 6.013955e+01 7.509761e+01 8.126045e+01
[21,] 2.994715e+01 4.562260e+01 6.118781e+01 7.164424e+01 7.331752e+01
[22,] 3.396255e+01 4.756389e+01 5.941331e+01 6.539007e+01 6.336467e+01
[23,] 3.789943e+01 4.875792e+01 5.647343e+01 5.806939e+01 5.307216e+01
[24,] 4.251551e+01 4.987557e+01 5.295130e+01 5.038049e+01 4.338877e+01
[25,] 4.724221e+01 5.013564e+01 4.839890e+01 4.252411e+01 3.492550e+01
[26,] 5.004822e+01 4.807345e+01 4.239016e+01 3.481983e+01 2.799050e+01
[27,] 4.889078e+01 4.300297e+01 3.522366e+01 2.767521e+01 2.240844e+01
[28,] 4.335773e+01 3.559116e+01 2.766321e+01 2.126662e+01 1.767418e+01
[29,] 3.486106e+01 2.721063e+01 2.039600e+01 1.558170e+01 1.344318e+01
[30,] 2.548475e+01 1.911461e+01 1.392422e+01 1.072035e+01 9.769793e+00
[31,] 1.689575e+01 1.218274e+01 8.684495e+00 6.919170e+00 6.845882e+00
[32,] 1.004833e+01 6.949237e+00 4.950380e+00 4.273056e+00 4.672246e+00
[33,] 5.285274e+00 3.535656e+00 2.641353e+00 2.588114e+00 3.064812e+00
[34,] 2.438641e+00 1.634013e+00 1.372958e+00 1.534739e+00 1.859929e+00
[35,] 9.950544e-01 7.165674e-01 7.106609e-01 8.581188e-01 1.000598e+00
[36,] 3.714289e-01 3.126422e-01 3.571273e-01 4.306056e-01 4.621655e-01
[37,] 1.342564e-01 1.364097e-01 1.649425e-01 1.866361e-01 1.797601e-01
[38,] 4.903296e-02 5.671960e-02 6.667707e-02 6.828655e-02 5.825959e-02
[39,] 1.776930e-02 2.115177e-02 2.288975e-02 2.083701e-02 1.564750e-02
[40,] 5.999211e-03 6.780568e-03 6.569220e-03 5.270603e-03 3.473102e-03
[41,] 1.780187e-03 1.826673e-03 1.564239e-03 1.101816e-03 6.361672e-04
[42,] 4.485204e-04 4.091436e-04 3.079331e-04 1.900825e-04 9.609380e-05
[43,] 9.435756e-05 7.582255e-05 5.003098e-05 2.704212e-05 1.196548e-05
[44,] 1.645174e-05 1.160049e-05 6.703461e-06 3.171350e-06 1.227981e-06
[45,] 2.369663e-06 1.463792e-06 7.404051e-07 3.065311e-07 1.038584e-07
[46,] 2.815736e-07 1.522673e-07 6.740080e-08 2.441685e-08 7.238624e-09
[47,] 2.758423e-08 1.305462e-08 5.056438e-09 1.602760e-09 4.157421e-10
[48,] 2.227269e-09 9.223704e-10 3.125974e-10 8.669578e-11 1.967603e-11
[49,] 1.482095e-10 5.370455e-11 1.592503e-11 3.864350e-12 7.673565e-13
[50,] 8.127257e-12 2.576731e-12 6.685315e-13 1.419382e-13 2.466038e-14
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.589066e+00 2.695393e+00 3.758568e+00 4.321750e+00 4.117808e+00
 [2,] 3.586048e+00 5.361994e+00 6.623995e+00 6.801599e+00 5.858449e+00
 [3,] 6.752382e+00 8.971998e+00 9.945784e+00 9.298157e+00 7.437560e+00
 [4,] 1.075023e+01 1.289112e+01 1.311773e+01 1.150538e+01 8.837311e+00
 [5,] 1.483664e+01 1.647938e+01 1.589736e+01 1.351187e+01 1.019330e+01
 [6,] 1.847906e+01 1.965233e+01 1.850515e+01 1.547423e+01 1.142907e+01
 [7,] 2.178131e+01 2.271361e+01 2.101961e+01 1.712327e+01 1.218616e+01
 [8,] 2.501130e+01 2.554071e+01 2.290117e+01 1.792607e+01 1.230466e+01
 [9,] 2.777564e+01 2.734689e+01 2.355649e+01 1.792110e+01 1.232463e+01
[10,] 2.919472e+01 2.770234e+01 2.346842e+01 1.823098e+01 1.334173e+01
[11,] 2.923963e+01 2.772815e+01 2.447953e+01 2.051717e+01 1.625948e+01
[12,] 2.967460e+01 2.990885e+01 2.869815e+01 2.578847e+01 2.106523e+01
[13,] 3.330339e+01 3.647060e+01 3.693023e+01 3.352531e+01 2.665749e+01
[14,] 4.204306e+01 4.765804e+01 4.783184e+01 4.171929e+01 3.134266e+01
[15,] 5.534092e+01 6.113435e+01 5.833871e+01 4.783415e+01 3.371396e+01
[16,] 6.998463e+01 7.291438e+01 6.518273e+01 5.011434e+01 3.331569e+01
[17,] 8.151890e+01 7.938394e+01 6.655124e+01 4.832515e+01 3.066797e+01
[18,] 8.655111e+01 7.908460e+01 6.270354e+01 4.350856e+01 2.686467e+01
[19,] 8.435193e+01 7.297755e+01 5.532027e+01 3.728325e+01 2.321641e+01
[20,] 7.660050e+01 6.333239e+01 4.650327e+01 3.134353e+01 2.098855e+01
[21,] 6.588216e+01 5.251752e+01 3.819121e+01 2.714310e+01 2.097583e+01
[22,] 5.444750e+01 4.245445e+01 3.187033e+01 2.545906e+01 2.297509e+01
[23,] 4.387348e+01 3.446930e+01 2.822361e+01 2.594595e+01 2.568136e+01
[24,] 3.516016e+01 2.909765e+01 2.682029e+01 2.719801e+01 2.740696e+01
[25,] 2.869168e+01 2.589708e+01 2.630421e+01 2.758954e+01 2.719681e+01
[26,] 2.410033e+01 2.368708e+01 2.524405e+01 2.632672e+01 2.528261e+01
[27,] 2.048841e+01 2.132411e+01 2.303055e+01 2.370857e+01 2.242715e+01
[28,] 1.707833e+01 1.839884e+01 1.996281e+01 2.040158e+01 1.902572e+01
[29,] 1.368690e+01 1.518002e+01 1.655650e+01 1.670591e+01 1.505075e+01
[30,] 1.055057e+01 1.201672e+01 1.301569e+01 1.265428e+01 1.067882e+01
[31,] 7.849401e+00 9.005787e+00 9.406446e+00 8.536917e+00 6.567108e+00
[32,] 5.549680e+00 6.183613e+00 6.021880e+00 4.969131e+00 3.421469e+00
[33,] 3.599147e+00 3.748446e+00 3.314564e+00 2.444362e+00 1.490512e+00
[34,] 2.059972e+00 1.949047e+00 1.538763e+00 1.004121e+00 5.391159e-01
[35,] 1.010523e+00 8.535595e-01 5.959468e-01 3.422622e-01 1.613093e-01
[36,] 4.172360e-01 3.116025e-01 1.914130e-01 9.647840e-02 3.985177e-02
[37,] 1.435415e-01 9.430155e-02 5.083000e-02 2.245156e-02 8.121298e-03
[38,] 4.092667e-02 2.359012e-02 1.114188e-02 4.309439e-03 1.364511e-03
[39,] 9.644080e-03 4.870597e-03 2.014303e-03 6.819484e-04 1.889686e-04
[40,] 1.875511e-03 8.293519e-04 3.002164e-04 8.894801e-05 2.156784e-05
[41,] 3.007889e-04 1.164192e-04 3.687986e-05 9.561364e-06 2.028602e-06
[42,] 3.976703e-05 1.346946e-05 3.733709e-06 8.469850e-07 1.572337e-07
[43,] 4.333293e-06 1.284304e-06 3.115023e-07 6.182848e-08 1.004256e-08
[44,] 3.891352e-07 1.009141e-07 2.141590e-08 3.719196e-09 5.285514e-10
[45,] 2.879722e-08 6.534198e-09 1.213282e-09 1.843558e-10 2.292320e-11
[46,] 1.756123e-09 3.486432e-10 5.664123e-11 7.530221e-12 8.192298e-13
[47,] 8.824844e-11 1.532904e-11 2.178947e-12 2.534551e-13 2.412559e-14
[48,] 3.654280e-12 5.553794e-13 6.907177e-14 7.029650e-15 5.854491e-16
[49,] 1.246929e-13 1.658092e-14 1.804257e-15 1.606608e-16 1.170695e-17
[50,] 3.506092e-15 4.079147e-16 3.883627e-17 3.025713e-18 1.929034e-19
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.276181e+00 2.201073e+00 1.267294e+00 6.356082e-01 2.814469e-01
 [2,] 4.287794e+00 2.709295e+00 1.501284e+00 7.371558e-01 3.211501e-01
 [3,] 5.174065e+00 3.174411e+00 1.728833e+00 8.335481e-01 3.529297e-01
 [4,] 6.011053e+00 3.628862e+00 1.932972e+00 9.010389e-01 3.663502e-01
 [5,] 6.812462e+00 4.001945e+00 2.052258e+00 9.196055e-01 3.649008e-01
 [6,] 7.393361e+00 4.171654e+00 2.065751e+00 9.152948e-01 3.736160e-01
 [7,] 7.574724e+00 4.161797e+00 2.071910e+00 9.627850e-01 4.248719e-01
 [8,] 7.540438e+00 4.245184e+00 2.254516e+00 1.136643e+00 5.340567e-01
 [9,] 7.893166e+00 4.798599e+00 2.753405e+00 1.453061e+00 6.850535e-01
[10,] 9.276142e+00 6.025041e+00 3.549511e+00 1.847501e+00 8.357701e-01
[11,] 1.188067e+01 7.770073e+00 4.448894e+00 2.203441e+00 9.408226e-01
[12,] 1.522102e+01 9.560004e+00 5.177160e+00 2.415610e+00 9.782045e-01
[13,] 1.832666e+01 1.084202e+01 5.527286e+00 2.448472e+00 9.666082e-01
[14,] 2.024346e+01 1.127542e+01 5.464616e+00 2.360606e+00 9.750132e-01
[15,] 2.051599e+01 1.087910e+01 5.141506e+00 2.307933e+00 1.131605e+00
[16,] 1.932861e+01 9.991045e+00 4.871435e+00 2.543183e+00 1.609353e+00
[17,] 1.733121e+01 9.174317e+00 5.098415e+00 3.364008e+00 2.539888e+00
[18,] 1.543055e+01 9.127813e+00 6.274346e+00 4.937997e+00 3.864794e+00
[19,] 1.461688e+01 1.046044e+01 8.561496e+00 7.068148e+00 5.259154e+00
[20,] 1.562359e+01 1.326415e+01 1.152700e+01 9.150396e+00 6.281159e+00
[21,] 1.840951e+01 1.679449e+01 1.421228e+01 1.050670e+01 6.683515e+00
[22,] 2.191053e+01 1.973590e+01 1.571832e+01 1.086875e+01 6.575986e+00
[23,] 2.454555e+01 2.105145e+01 1.583391e+01 1.050382e+01 6.234577e+00
[24,] 2.526277e+01 2.066485e+01 1.502631e+01 9.814139e+00 5.771553e+00
[25,] 2.415476e+01 1.922937e+01 1.379040e+01 8.885003e+00 5.066304e+00
[26,] 2.198421e+01 1.726610e+01 1.214986e+01 7.525896e+00 4.016909e+00
[27,] 1.923010e+01 1.473567e+01 9.890611e+00 5.693321e+00 2.762476e+00
[28,] 1.583093e+01 1.148934e+01 7.122226e+00 3.710707e+00 1.607277e+00
[29,] 1.178882e+01 7.860591e+00 4.394384e+00 2.039228e+00 7.807480e-01
[30,] 7.651428e+00 4.587139e+00 2.279853e+00 9.341586e-01 3.145408e-01
[31,] 4.220152e+00 2.245851e+00 9.847007e-01 3.546599e-01 1.047547e-01
[32,] 1.949230e+00 9.144262e-01 3.522756e-01 1.112740e-01 2.879419e-02
[33,] 7.480726e-01 3.082359e-01 1.041198e-01 2.881020e-02 6.527207e-03
[34,] 2.375799e-01 8.582027e-02 2.539217e-02 6.151200e-03 1.219745e-03
[35,] 6.231055e-02 1.971355e-02 5.106241e-03 1.082625e-03 1.878636e-04
[36,] 1.348157e-02 3.733807e-03 8.464379e-04 1.570442e-04 2.384541e-05
[37,] 2.404972e-03 5.829337e-04 1.156398e-04 1.877368e-05 2.494201e-06
[38,] 3.536316e-04 7.500678e-05 1.301972e-05 1.849445e-06 2.149872e-07
[39,] 4.285483e-05 7.953528e-06 1.207973e-06 1.501362e-07 1.527005e-08
[40,] 4.279818e-06 6.949931e-07 9.235610e-08 1.004332e-08 8.937452e-10
[41,] 3.522162e-07 5.004395e-08 5.818618e-09 5.536211e-10 4.310512e-11
[42,] 2.388607e-08 2.969408e-09 3.020780e-10 2.514731e-11 1.713116e-12
[43,] 1.334831e-09 1.451885e-10 1.292293e-11 9.412664e-13 5.610306e-14
[44,] 6.146805e-11 5.849716e-12 4.555567e-13 2.903172e-14 1.513997e-15
[45,] 2.332475e-12 1.942143e-13 1.323328e-14 7.378641e-16 3.366722e-17
[46,] 7.293337e-14 5.313360e-15 3.167628e-16 1.545330e-17 6.169224e-19
[47,] 1.879218e-15 1.197839e-16 6.248012e-18 2.666904e-19 9.315259e-21
[48,] 3.989943e-17 2.225187e-18 1.015519e-19 3.792554e-21 1.159038e-22
[49,] 6.980715e-19 3.406262e-20 1.360122e-21 4.444266e-23 1.188349e-24
[50,] 1.006408e-20 4.296657e-22 1.501097e-23 4.291502e-25 1.003995e-26

> 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  
     10.384       -0.831  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1w6g41257281152.ps tmp/1w6g41257281152.png")
> system("convert tmp/29dmh1257281152.ps tmp/29dmh1257281152.png")
> system("convert tmp/3ygf31257281152.ps tmp/3ygf31257281152.png")
> system("convert tmp/4ha7b1257281152.ps tmp/4ha7b1257281152.png")
> system("convert tmp/5kvqy1257281152.ps tmp/5kvqy1257281152.png")
> system("convert tmp/60z3q1257281152.ps tmp/60z3q1257281152.png")
> system("convert tmp/7p3nz1257281152.ps tmp/7p3nz1257281152.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.094   2.062   3.454