R version 3.0.1 (2013-05-16) -- "Good Sport"
Copyright (C) 2013 The R Foundation for Statistical Computing
Platform: i686-pc-linux-gnu (32-bit)

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> z <- c(1.72,3.83,3.29,1.34,4.53,3.66,4.62,5.14,4.09,2.38,3.06,3.1,2,1.33,1.34,1.39,2.35,3.57,2.95,4.89,2.47,2.66,1.06,2.36,3.06,1.71,5.75,6.26,4.46,2.25,3.61,2.43,1.56,2.01,1.36,4.27,2.09,4.36,2.06,1.5,1.6,2.13,1.37,4.75,3.09,4.1,0.88,2.63,2)
> y <- c(30.6,32.4,36.4,27.6,26,33.4,23.2,35.4,33.8,29.5,30.4,31.3,28.3,34.4,30,36.8,37.1,31.2,26.1,27.8,29.3,31.3,35.1,33.4,41.5,36.6,44,43.4,24.1,37.8,23,30.2,41.7,33.5,27,30.6,29.6,28,37,39,30.2,37.4,19.5,31.4,29.3,27.9,31.3,38.2,36.4)
> x <- c(28.9,23.7,21.2,26.1,22.2,16.8,19.7,21.1,22.9,24.7,20.8,23,25.5,23.5,23.2,25.8,27,23.4,23.9,18.4,25.4,22.6,29.5,24.9,19.7,23.2,21.1,21.6,21.9,21.5,22.1,24.2,24.6,25.3,24.9,21.2,24.3,19,25.1,23.8,27.2,25.8,20.4,18.7,23.1,22.2,27.6,23.2,20.8)
> par7 = 'Variable Z - Wine'
> par6 = 'Variable Y - Beer'
> par5 = 'Variable X - Obesity'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> par7 <- 'Variable Z - Wine'
> par6 <- 'Variable Y - Beer'
> par5 <- 'Variable X - Obesity'
> par4 <- 'Y'
> par3 <- 'Y'
> par2 <- '50'
> par1 <- '50'
> #'GNU S' R Code compiled by R2WASP v. 1.2.291 ()
> #Author: root
> #To cite this work: Wessa P., (2012), 3-Dimensional Scatterplots (v1.0.5) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_cloud.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.23 loaded
Copyright M. P. Wand 1997-2009
> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/wessaorg/rcomp/tmp/1xg121378473442.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/2h5ps1378473442.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/3xxt91378473442.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/4kx5c1378473442.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/wessaorg/rcomp/tmp/55u3p1378473442.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$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  
     28.683        0.153  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/69z2i1378473442.ps",horizontal=F,onefile=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] 15.92584 16.57173 17.21761 17.86350 18.50938 19.15526 19.80115 20.44703
 [9] 21.09292 21.73880 22.38468 23.03057 23.67645 24.32233 24.96822 25.61410
[17] 26.25999 26.90587 27.55175 28.19764 28.84352 29.48941 30.13529 30.78117
[25] 31.42706 32.07294 32.71883 33.36471 34.01059 34.65648 35.30236 35.94825
[33] 36.59413 37.24001 37.88590 38.53178 39.17767 39.82355 40.46943 41.11532
[41] 41.76120 42.40708 43.05297 43.69885 44.34474 44.99062 45.63650 46.28239
[49] 46.92827 47.57416

$yords
 [1] 0.07118422 0.21399303 0.35680184 0.49961064 0.64241945 0.78522826
 [7] 0.92803707 1.07084587 1.21365468 1.35646349 1.49927229 1.64208110
[13] 1.78488991 1.92769872 2.07050752 2.21331633 2.35612514 2.49893395
[19] 2.64174275 2.78455156 2.92736037 3.07016917 3.21297798 3.35578679
[25] 3.49859560 3.64140440 3.78421321 3.92702202 4.06983083 4.21263963
[31] 4.35544844 4.49825725 4.64106605 4.78387486 4.92668367 5.06949248
[37] 5.21230128 5.35511009 5.49791890 5.64072771 5.78353651 5.92634532
[43] 6.06915413 6.21196293 6.35477174 6.49758055 6.64038936 6.78319816
[49] 6.92600697 7.06881578

$zden
             [,1]        [,2]        [,3]        [,4]        [,5]        [,6]
 [1,] 0.005725041 0.010424543 0.017695775 0.028003752 0.041313989 0.056821440
 [2,] 0.008239442 0.015012703 0.025500819 0.040381597 0.059613852 0.082043688
 [3,] 0.011020042 0.020092122 0.034150939 0.054114508 0.079939102 0.110087833
 [4,] 0.013700779 0.024995774 0.042513063 0.067408199 0.099640959 0.137308718
 [5,] 0.015843442 0.028922972 0.049223377 0.078097143 0.115514023 0.159283450
 [6,] 0.017066069 0.031173299 0.053084633 0.084273716 0.124725093 0.172089895
 [7,] 0.017183800 0.031404032 0.053504837 0.084985219 0.125845862 0.173733427
 [8,] 0.016307308 0.029810741 0.050806316 0.080727267 0.119587625 0.165167638
 [9,] 0.014858352 0.027156566 0.046277420 0.073529395 0.108934192 0.150487853
[10,] 0.013496517 0.024638357 0.041945350 0.066596848 0.098617119 0.136217243
[11,] 0.012985372 0.023640210 0.040154608 0.063640623 0.094126159 0.129948509
[12,] 0.014042705 0.025454606 0.043085935 0.068107648 0.100565612 0.138765980
[13,] 0.017215876 0.031044759 0.052339015 0.082503844 0.121637619 0.167829739
[14,] 0.022810524 0.040898819 0.068663624 0.107941702 0.158942301 0.219375275
[15,] 0.030886814 0.055003955 0.091888865 0.143992259 0.211711829 0.292285213
[16,] 0.041319760 0.072941817 0.121062949 0.188872364 0.277035440 0.382321454
[17,] 0.053891774 0.094062454 0.154750612 0.239908579 0.350518641 0.482974150
[18,] 0.068355290 0.117641353 0.191351238 0.294094221 0.427148926 0.586669360
[19,] 0.084400435 0.142910082 0.229265875 0.348489328 0.502031694 0.685921982
[20,] 0.101513903 0.168920422 0.266827753 0.400311663 0.570760907 0.774111154
[21,] 0.118808582 0.194341004 0.302105077 0.446819977 0.629495833 0.845897675
[22,] 0.134973925 0.217396252 0.332847525 0.485312660 0.675094155 0.897621039
[23,] 0.148469475 0.236124131 0.356811474 0.513527985 0.705613464 0.927965878
[24,] 0.157941850 0.248925667 0.372425639 0.530386535 0.721080332 0.938719525
[25,] 0.162672962 0.255132055 0.379428576 0.536605749 0.723952257 0.934939023
[26,] 0.162797948 0.255223522 0.379001775 0.534608921 0.718619108 0.923838178
[27,] 0.159142700 0.250508275 0.373181615 0.527521341 0.709798769 0.912377169
[28,] 0.152764057 0.242414091 0.363812471 0.517677189 0.700471076 0.904479527
[29,] 0.144466394 0.231811501 0.351649546 0.505479274 0.690464843 0.899293651
[30,] 0.134575301 0.218772592 0.336159119 0.489315120 0.676560635 0.891517931
[31,] 0.123067766 0.202879240 0.316125448 0.466606895 0.654126796 0.873728745
[32,] 0.109925446 0.183843156 0.290672955 0.435397432 0.619440841 0.839593430
[33,] 0.095456498 0.162031716 0.260092151 0.395601479 0.571521769 0.786466198
[34,] 0.080388780 0.138599527 0.226034400 0.349317784 0.512662650 0.716311597
[35,] 0.065706233 0.115196150 0.191045804 0.300165530 0.447596371 0.634806554
[36,] 0.052351609 0.093456060 0.157757080 0.252091404 0.381866190 0.549277109
[37,] 0.040964911 0.074546111 0.128148308 0.208244278 0.320197614 0.466463493
[38,] 0.031768795 0.058952843 0.103173216 0.170342153 0.265479054 0.390949052
[39,] 0.024614075 0.046536293 0.082798317 0.138643819 0.218568434 0.324646385
[40,] 0.019125461 0.036758556 0.066331023 0.112374958 0.178781608 0.267261836
[41,] 0.014866957 0.028957100 0.052841763 0.090337755 0.144715255 0.217331832
[42,] 0.011466298 0.022559100 0.041512217 0.071446377 0.115028847 0.173310769
[43,] 0.008673194 0.017187474 0.031818326 0.055027871 0.088918202 0.134287336
[44,] 0.006356952 0.012661459 0.023539966 0.040853575 0.066192435 0.100148325
[45,] 0.004466977 0.008929007 0.016651903 0.028974266 0.047042482 0.071281273
[46,] 0.002983935 0.005980066 0.011177960 0.019488324 0.031693773 0.048086181
[47,] 0.001882802 0.003780694 0.007079453 0.012362382 0.020132783 0.030580907
[48,] 0.001116967 0.002246353 0.004212401 0.007365570 0.012009560 0.018261158
[49,] 0.000620937 0.001250368 0.002347544 0.004109455 0.006707558 0.010209024
[50,] 0.000322695 0.000650513 0.001222610 0.002142375 0.003500187 0.005332126
             [,7]       [,8]       [,9]      [,10]      [,11]      [,12]
 [1,] 0.072855375 0.08708542 0.09704300 0.10081359 0.09763677 0.08815695
 [2,] 0.105263444 0.12590551 0.14039365 0.14594450 0.14143958 0.12779442
 [3,] 0.141336438 0.16916260 0.18875193 0.19634448 0.19041241 0.17216505
 [4,] 0.176398106 0.21126450 0.23588407 0.24553669 0.23828426 0.21561322
 [5,] 0.204759566 0.24539056 0.27416803 0.28558328 0.27735343 0.25118164
 [6,] 0.221360203 0.26545549 0.29678546 0.30936786 0.30070548 0.27262410
 [7,] 0.223605934 0.26831858 0.30019859 0.31318706 0.30474539 0.27671798
 [8,] 0.212692492 0.25538504 0.28596017 0.29866268 0.29108784 0.26501587
 [9,] 0.193869867 0.23294570 0.26112442 0.27321107 0.26706507 0.24436783
[10,] 0.175541246 0.21112336 0.23710829 0.24891021 0.24469588 0.22607273
[11,] 0.167530894 0.20182241 0.22744150 0.24021570 0.23854797 0.22404311
[12,] 0.179062292 0.21632366 0.24511253 0.26124850 0.26317737 0.25258100
[13,] 0.216927980 0.26308727 0.30011876 0.32325812 0.33069123 0.32420902
[14,] 0.284163280 0.34611633 0.39758135 0.43258928 0.44868774 0.44770420
[15,] 0.379413826 0.46408789 0.53662329 0.58930950 0.61865766 0.62632079
[16,] 0.497117061 0.61039752 0.71016860 0.78664947 0.83497117 0.85627512
[17,] 0.628481234 0.77414335 0.90574731 1.01141109 1.08468054 1.12579237
[18,] 0.763001802 0.94183179 1.10718597 1.24538131 1.34838643 1.41520077
[19,] 0.890057814 1.09936410 1.29684560 1.46761382 1.60232312 1.69858906
[20,] 1.000196910 1.23389077 1.45804491 1.65735872 1.82167834 1.94735748
[21,] 1.086061875 1.33541791 1.57749764 1.79744024 1.98495708 2.13552819
[22,] 1.143230571 1.39830953 1.64771508 1.87778190 2.07879608 2.24591976
[23,] 1.171164197 1.42269141 1.66908193 1.89838207 2.10203756 2.27545079
[24,] 1.173953017 1.41523982 1.65079787 1.87055551 2.06742902 2.23744461
[25,] 1.160065549 1.38843829 1.60963086 1.81523462 1.99957594 2.15938173
[26,] 1.140423699 1.35768688 1.56597572 1.75797337 1.92896874 2.07610498
[27,] 1.124984870 1.33670963 1.53798227 1.72177363 1.88357350 2.02032571
[28,] 1.119088935 1.33288652 1.53576005 1.72010813 1.88069362 2.01342007
[29,] 1.121305081 1.34455984 1.55799931 1.75272345 1.92186599 2.05939239
[30,] 1.123948928 1.36163096 1.59246167 1.80579819 1.99246405 2.14374291
[31,] 1.116134035 1.36926721 1.62017166 1.85636713 2.06606084 2.23747899
[32,] 1.087987882 1.35316048 1.62166743 1.87941907 2.11214475 2.30515869
[33,] 1.034208867 1.30423527 1.58301037 1.85528191 2.10484428 2.31479206
[34,] 0.955625308 1.22114934 1.49955730 1.77496182 2.03002848 2.24673819
[35,] 0.858440954 1.10998880 1.37648138 1.64188188 1.88860061 2.09876589
[36,] 0.751819394 0.98166997 1.22624144 1.46972296 1.69502899 1.88555937
[37,] 0.644962889 0.84829261 1.06422440 1.27743662 1.47188572 1.63301100
[38,] 0.544792190 0.71985573 0.90429184 1.08346637 1.24268354 1.36975414
[39,] 0.454892921 0.60238813 0.75578685 0.90133644 1.02582581 1.11939412
[40,] 0.375807137 0.49785276 0.62278357 0.73795534 0.83169712 0.89620197
[41,] 0.306245116 0.40544837 0.50534289 0.59464589 0.66326329 0.70508858
[42,] 0.244531012 0.32344758 0.40174887 0.46974633 0.51895619 0.54464523
[43,] 0.189647155 0.25066558 0.31049969 0.36120578 0.39591632 0.41101241
[44,] 0.141550497 0.18702413 0.23124167 0.26802460 0.29206445 0.30065925
[45,] 0.100832599 0.13322585 0.16455471 0.19028390 0.20652328 0.21132637
[46,] 0.068079346 0.08997754 0.11109164 0.12829217 0.13889164 0.14155181
[47,] 0.043333307 0.05730073 0.07074932 0.08165515 0.08827512 0.08973871
[48,] 0.025898511 0.03426777 0.04232380 0.04884252 0.05276567 0.05356077
[49,] 0.014490991 0.01918711 0.02370929 0.02736631 0.02955808 0.02997959
[50,] 0.007574788 0.01003677 0.01240951 0.01432902 0.01547795 0.01569315
           [,13]      [,14]      [,15]      [,16]      [,17]      [,18]
 [1,] 0.07421217 0.05825673 0.04266717 0.02919949 0.01875473 0.01145014
 [2,] 0.10765939 0.08458804 0.06203304 0.04255787 0.02749332 0.01703569
 [3,] 0.14515547 0.11416784 0.08386807 0.05774048 0.03762004 0.02381749
 [4,] 0.18195444 0.14330037 0.10552049 0.07302892 0.04819268 0.03147774
 [5,] 0.21221344 0.16743961 0.12374179 0.08634089 0.05810100 0.03968449
 [6,] 0.23070057 0.18254684 0.13570028 0.09594229 0.06653489 0.04836883
 [7,] 0.23477181 0.18667620 0.14017745 0.10129718 0.07354811 0.05805715
 [8,] 0.22589616 0.18122666 0.13854038 0.10378358 0.08055238 0.07017566
 [9,] 0.21016807 0.17142269 0.13517290 0.10706152 0.09061298 0.08726639
[10,] 0.19768806 0.16593063 0.13729742 0.11704733 0.10851773 0.11310650
[11,] 0.20112980 0.17585509 0.15436106 0.14160699 0.14068633 0.15276512
[12,] 0.23397357 0.21346875 0.19722350 0.19011383 0.19499777 0.21262654
[13,] 0.30872343 0.29086531 0.27722999 0.27288041 0.28050482 0.30032605
[14,] 0.43513529 0.41845019 0.40499869 0.40024774 0.40681035 0.42438840
[15,] 0.61833122 0.60303714 0.58860372 0.58095769 0.58271177 0.59318670
[16,] 0.85680284 0.84546837 0.83097723 0.81953848 0.81376241 0.81281594
[17,] 1.14065004 1.13811107 1.12683892 1.11291478 1.09882543 1.08380851
[18,] 1.45077107 1.46312892 1.46014932 1.44723071 1.42649838 1.39738765
[19,] 1.75990448 1.79278422 1.80361732 1.79657383 1.77312234 1.73287721
[20,] 2.03621823 2.09284534 2.12169145 2.12532433 2.10430644 2.05830068
[21,] 2.24942406 2.32925145 2.37742375 2.39480893 2.38096766 2.33547899
[22,] 2.37825496 2.47669418 2.54182365 2.57299793 2.56890384 2.52904261
[23,] 2.41703724 2.52639205 2.60266756 2.64409605 2.64884846 2.61659943
[24,] 2.37872478 2.48995501 2.56926807 2.61425263 2.62309909 2.59617544
[25,] 2.29264374 2.39736195 2.47096624 2.51086467 2.51589107 2.48782558
[26,] 2.19710740 2.28929097 2.34954685 2.37548224 2.36718759 2.32863653
[27,] 2.12906196 2.20618784 2.24805579 2.25272514 2.22204769 2.16287727
[28,] 2.11397463 2.17744094 2.19947285 2.17866965 2.11894873 2.03049486
[29,] 2.15889824 2.21362257 2.21822537 2.17173821 2.08016986 1.95714265
[30,] 2.25048691 2.30359999 2.29639477 2.22804342 2.10635265 1.94807571
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[29,] 0.469565688 0.386685189 0.3054886662 0.2298633082 0.1638399484
[30,] 0.448897731 0.379140001 0.3063873093 0.2351540211 0.1705246748
[31,] 0.417967114 0.360811408 0.2970638055 0.2316493440 0.1703193836
[32,] 0.374938439 0.329663958 0.2756420987 0.2178563279 0.1622082185
[33,] 0.321506519 0.287281397 0.2436653756 0.1952928452 0.1476718836
[34,] 0.262830265 0.238828971 0.2060920816 0.1685285527 0.1307796784
[35,] 0.206220409 0.191802452 0.1702015820 0.1443118530 0.1175605775
[36,] 0.159181256 0.154115847 0.1438645508 0.1301109156 0.1148467474
[37,] 0.127588246 0.132238134 0.1337562420 0.1324816152 0.1288333123
[38,] 0.114509318 0.129841516 0.1438897671 0.1555350975 0.1635235963
[39,] 0.119750267 0.147062527 0.1745893611 0.1996443341 0.2192196931
[40,] 0.139956057 0.180307046 0.2219612486 0.2605863443 0.2913878401
[41,] 0.169139835 0.222617996 0.2780629187 0.3295124565 0.3704641107
[42,] 0.199661299 0.264754961 0.3320683251 0.3941899785 0.4431641674
[43,] 0.223684305 0.297044688 0.3725153734 0.4416179485 0.4953988942
[44,] 0.234916378 0.311691746 0.3901946903 0.4614392378 0.5160899643
[45,] 0.230132176 0.304826954 0.3807161085 0.4489540208 0.5004981305
[46,] 0.209885336 0.277468481 0.3456941463 0.4064678086 0.4516439092
[47,] 0.178070807 0.234946321 0.2920019630 0.3423498996 0.3791637229
[48,] 0.140498495 0.185019679 0.2294081833 0.2682135522 0.2961126977
[49,] 0.103075924 0.135492037 0.1676193101 0.1954468876 0.2151124448
[50,] 0.070310016 0.092263299 0.1138958339 0.1324630249 0.1453572582
             [,42]        [,43]        [,44]        [,45]        [,46]
 [1,] 0.0001674663 8.365019e-05 3.898980e-05 1.695572e-05 6.878883e-06
 [2,] 0.0003776122 1.885852e-04 8.788989e-05 3.821891e-05 1.550539e-05
 [3,] 0.0007932479 3.960767e-04 1.845654e-04 8.025326e-05 3.255935e-05
 [4,] 0.0015535831 7.755585e-04 3.613555e-04 1.571228e-04 6.375155e-05
 [5,] 0.0028396897 1.417382e-03 6.603822e-04 2.871749e-04 1.165487e-04
 [6,] 0.0048512392 2.421439e-03 1.128391e-03 4.908737e-04 1.993329e-04
 [7,] 0.0077621409 3.875655e-03 1.807085e-03 7.867784e-04 3.198558e-04
 [8,] 0.0116662180 5.830155e-03 2.721776e-03 1.186954e-03 4.835372e-04
 [9,] 0.0165371872 8.279312e-03 3.874083e-03 1.694319e-03 6.926284e-04
[10,] 0.0222298451 1.116468e-02 5.244520e-03 2.304361e-03 9.471790e-04
[11,] 0.0285325160 1.440264e-02 6.806128e-03 3.011419e-03 1.247741e-03
[12,] 0.0352478104 1.792342e-02 8.541901e-03 3.815877e-03 1.598099e-03
[13,] 0.0422495238 2.169355e-02 1.045204e-02 4.725694e-03 2.005142e-03
[14,] 0.0494646017 2.569594e-02 1.253883e-02 5.746900e-03 2.473630e-03
[15,] 0.0567721519 2.986636e-02 1.476993e-02 6.864089e-03 2.996629e-03
[16,] 0.0638765481 3.402054e-02 1.703929e-02 8.020843e-03 3.546368e-03
[17,] 0.0702524069 3.782773e-02 1.915542e-02 9.114956e-03 4.072458e-03
[18,] 0.0752367643 4.087251e-02 2.087883e-02 1.001913e-02 4.512411e-03
[19,] 0.0782605580 4.279860e-02 2.200470e-02 1.062500e-02 4.813356e-03
[20,] 0.0791198054 4.347610e-02 2.245862e-02 1.089403e-02 4.957244e-03
[21,] 0.0781520565 4.311303e-02 2.236207e-02 1.089327e-02 4.978924e-03
[22,] 0.0762313220 4.225819e-02 2.203734e-02 1.079962e-02 4.969112e-03
[23,] 0.0745862267 4.169392e-02 2.194873e-02 1.086987e-02 5.060202e-03
[24,] 0.0745122902 4.225603e-02 2.259781e-02 1.138412e-02 5.397793e-03
[25,] 0.0770522344 4.462271e-02 2.439457e-02 1.257290e-02 6.102573e-03
[26,] 0.0826872666 4.910199e-02 2.752308e-02 1.453903e-02 7.228341e-03
[27,] 0.0910781480 5.545163e-02 3.182666e-02 1.719042e-02 8.725996e-03
[28,] 0.1009413344 6.279661e-02 3.675784e-02 2.021285e-02 1.043077e-02
[29,] 0.1101900129 6.973462e-02 4.145234e-02 2.311973e-02 1.209481e-02
[30,] 0.1164308989 7.468975e-02 4.496681e-02 2.540479e-02 1.348239e-02
[31,] 0.1177605140 7.647757e-02 4.666100e-02 2.679168e-02 1.452944e-02
[32,] 0.1136283994 7.493107e-02 4.663674e-02 2.753540e-02 1.554822e-02
[33,] 0.1054550919 7.138292e-02 4.610912e-02 2.870518e-02 1.744029e-02
[34,] 0.0967712004 6.883814e-02 4.759422e-02 3.236849e-02 2.186199e-02
[35,] 0.0928161573 7.175743e-02 5.482315e-02 4.158494e-02 3.125787e-02
[36,] 0.0996682297 8.542782e-02 7.229716e-02 6.009399e-02 4.864109e-02
[37,] 0.1230012098 1.149034e-01 1.043947e-01 9.157314e-02 7.699131e-02
[38,] 0.1665494063 1.635340e-01 1.540088e-01 1.384264e-01 1.182263e-01
[39,] 0.2304600127 2.312746e-01 2.209134e-01 2.002942e-01 1.719208e-01
[40,] 0.3099706510 3.132842e-01 3.003901e-01 2.728010e-01 2.342346e-01
[41,] 0.3951080650 3.995805e-01 3.828956e-01 3.472683e-01 2.976891e-01
[42,] 0.4720492454 4.764211e-01 4.554116e-01 4.119773e-01 3.522855e-01
[43,] 0.5262280874 5.294587e-01 5.044941e-01 4.549614e-01 3.879236e-01
[44,] 0.5463791338 5.478049e-01 5.201424e-01 4.674964e-01 3.973796e-01
[45,] 0.5280046837 5.274429e-01 4.989789e-01 4.469044e-01 3.786483e-01
[46,] 0.4747676252 4.725020e-01 4.453399e-01 3.974312e-01 3.356065e-01
[47,] 0.3971662400 3.938037e-01 3.697732e-01 3.287883e-01 2.766896e-01
[48,] 0.3090916412 3.053448e-01 2.856337e-01 2.530351e-01 2.121932e-01
[49,] 0.2237750691 2.202565e-01 2.052639e-01 1.811590e-01 1.513755e-01
[50,] 0.1507074623 1.478048e-01 1.372286e-01 1.206587e-01 1.004556e-01
             [,47]        [,48]        [,49]        [,50]
 [1,] 2.603303e-06 9.189944e-07 3.025969e-07 9.293166e-08
 [2,] 5.868424e-06 2.071914e-06 6.823643e-07 2.096237e-07
 [3,] 1.232424e-05 4.352063e-06 1.433724e-06 4.406140e-07
 [4,] 2.413589e-05 8.525873e-06 2.809997e-06 8.640829e-07
 [5,] 4.414260e-05 1.560218e-05 5.146167e-06 1.583987e-06
 [6,] 7.555704e-05 2.673340e-05 8.829193e-06 2.721972e-06
 [7,] 1.214183e-04 4.303806e-05 1.424551e-05 4.403364e-06
 [8,] 1.840173e-04 6.542581e-05 2.173400e-05 6.746439e-06
 [9,] 2.646828e-04 9.456331e-05 3.159015e-05 9.869121e-06
[10,] 3.642623e-04 1.310896e-04 4.415407e-05 1.392193e-05
[11,] 4.842106e-04 1.760259e-04 5.995481e-05 1.913558e-05
[12,] 6.275405e-04 2.310771e-04 7.979646e-05 2.584268e-05
[13,] 7.984439e-04 2.983640e-04 1.046193e-04 3.441724e-05
[14,] 9.997165e-04 3.792728e-04 1.350296e-04 4.509806e-05
[15,] 1.228417e-03 4.726300e-04 1.705881e-04 5.773123e-05
[16,] 1.471883e-03 5.730852e-04 2.091980e-04 7.155410e-05
[17,] 1.707138e-03 6.709349e-04 2.470608e-04 8.518752e-05
[18,] 1.905811e-03 7.542533e-04 2.795316e-04 9.695397e-05
[19,] 2.044091e-03 8.131335e-04 3.027991e-04 1.054975e-04
[20,] 2.114329e-03 8.446544e-04 3.158673e-04 1.105200e-04
[21,] 2.133551e-03 8.566153e-04 3.220805e-04 1.133623e-04
[22,] 2.145205e-03 8.684495e-04 3.295551e-04 1.171894e-04
[23,] 2.212924e-03 9.086776e-04 3.502153e-04 1.266536e-04
[24,] 2.407210e-03 1.009117e-03 3.974534e-04 1.470169e-04
[25,] 2.786937e-03 1.196566e-03 4.826705e-04 1.828245e-04
[26,] 3.378572e-03 1.483336e-03 6.113299e-04 2.364182e-04
[27,] 4.158585e-03 1.859523e-03 7.799879e-04 3.070126e-04
[28,] 5.048786e-03 2.292274e-03 9.770679e-04 3.917714e-04
[29,] 5.937437e-03 2.739385e-03 1.191528e-03 4.912128e-04
[30,] 6.737709e-03 3.184944e-03 1.434475e-03 6.221570e-04
[31,] 7.488497e-03 3.702722e-03 1.778687e-03 8.419277e-04
[32,] 8.492519e-03 4.548371e-03 2.418997e-03 1.286693e-03
[33,] 1.047356e-02 6.272211e-03 3.750079e-03 2.222624e-03
[34,] 1.471420e-02 9.825967e-03 6.443725e-03 4.098231e-03
[35,] 2.310202e-02 1.660662e-02 1.148384e-02 7.569288e-03
[36,] 3.797476e-02 2.834819e-02 2.009261e-02 1.345037e-02
[37,] 6.164806e-02 4.676720e-02 3.347782e-02 2.254489e-02
[38,] 9.558651e-02 7.293088e-02 5.237903e-02 3.533869e-02
[39,] 1.393652e-01 1.064646e-01 7.649871e-02 5.161647e-02
[40,] 1.898081e-01 1.449001e-01 1.040383e-01 7.015124e-02
[41,] 2.408269e-01 1.835676e-01 1.316300e-01 8.866352e-02
[42,] 2.843550e-01 2.163272e-01 1.548738e-01 1.041897e-01
[43,] 3.123236e-01 2.370893e-01 1.694362e-01 1.138270e-01
[44,] 3.190616e-01 2.416387e-01 1.723555e-01 1.156116e-01
[45,] 3.031473e-01 2.290185e-01 1.630187e-01 1.091691e-01
[46,] 2.678825e-01 2.018513e-01 1.433681e-01 9.584087e-02
[47,] 2.201687e-01 1.654478e-01 1.172421e-01 7.822877e-02
[48,] 1.683058e-01 1.261167e-01 8.915460e-02 5.936911e-02
[49,] 1.196704e-01 8.940869e-02 6.304461e-02 4.189350e-02
[50,] 7.914639e-02 5.895175e-02 4.145822e-02 2.748775e-02

> 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  
   2.792707     0.002265  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/wessaorg/rcomp/tmp/7rz541378473442.ps",horizontal=F,onefile=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] 14.66005 15.00658 15.35311 15.69964 16.04617 16.39269 16.73922 17.08575
 [9] 17.43228 17.77881 18.12534 18.47186 18.81839 19.16492 19.51145 19.85798
[17] 20.20451 20.55104 20.89756 21.24409 21.59062 21.93715 22.28368 22.63021
[25] 22.97674 23.32326 23.66979 24.01632 24.36285 24.70938 25.05591 25.40244
[33] 25.74896 26.09549 26.44202 26.78855 27.13508 27.48161 27.82814 28.17466
[41] 28.52119 28.86772 29.21425 29.56078 29.90731 30.25383 30.60036 30.94689
[49] 31.29342 31.63995

$yords
 [1] 0.07118422 0.21399303 0.35680184 0.49961064 0.64241945 0.78522826
 [7] 0.92803707 1.07084587 1.21365468 1.35646349 1.49927229 1.64208110
[13] 1.78488991 1.92769872 2.07050752 2.21331633 2.35612514 2.49893395
[19] 2.64174275 2.78455156 2.92736037 3.07016917 3.21297798 3.35578679
[25] 3.49859560 3.64140440 3.78421321 3.92702202 4.06983083 4.21263963
[31] 4.35544844 4.49825725 4.64106605 4.78387486 4.92668367 5.06949248
[37] 5.21230128 5.35511009 5.49791890 5.64072771 5.78353651 5.92634532
[43] 6.06915413 6.21196293 6.35477174 6.49758055 6.64038936 6.78319816
[49] 6.92600697 7.06881578

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 3.877896e-14 3.825960e-13 3.336913e-12 2.572818e-11 1.753615e-10
 [2,] 4.029164e-13 3.690815e-12 2.988751e-11 2.139525e-10 1.353960e-09
 [3,] 3.773984e-12 3.209744e-11 2.413243e-10 1.603954e-09 9.424199e-09
 [4,] 3.186769e-11 2.516425e-10 1.756621e-09 1.084009e-08 5.913566e-08
 [5,] 2.425874e-10 1.778546e-09 1.152717e-08 6.604520e-08 3.345207e-07
 [6,] 1.664763e-09 1.133216e-08 6.819209e-08 3.627583e-07 1.705946e-06
 [7,] 1.029919e-08 6.509190e-08 3.636744e-07 1.796229e-06 7.842920e-06
 [8,] 5.744079e-08 3.370610e-07 1.748475e-06 8.018179e-06 3.250594e-05
 [9,] 2.888050e-07 1.573467e-06 7.578359e-06 3.226719e-05 1.214573e-04
[10,] 1.309050e-06 6.621786e-06 2.961156e-05 1.170633e-04 4.091346e-04
[11,] 5.349046e-06 2.512251e-05 1.043088e-04 3.828780e-04 1.242511e-03
[12,] 1.970451e-05 8.592566e-05 3.312518e-04 1.128983e-03 3.402051e-03
[13,] 6.543752e-05 2.649472e-04 9.483767e-04 3.001348e-03 8.398731e-03
[14,] 1.959131e-04 7.365107e-04 2.447943e-03 7.193999e-03 1.869661e-02
[15,] 5.287882e-04 1.845840e-03 5.696945e-03 1.554860e-02 3.753753e-02
[16,] 1.286750e-03 4.170873e-03 1.195487e-02 3.030793e-02 6.799311e-02
[17,] 2.823088e-03 8.498086e-03 2.262505e-02 5.329819e-02 1.111814e-01
[18,] 5.584956e-03 1.561577e-02 3.863098e-02 8.461615e-02 1.643258e-01
[19,] 9.965034e-03 2.589015e-02 5.955444e-02 1.214463e-01 2.200851e-01
[20,] 1.604403e-02 3.876337e-02 8.302925e-02 1.580480e-01 2.685335e-01
[21,] 2.333404e-02 5.251366e-02 1.050566e-01 1.876824e-01 3.018311e-01
[22,] 3.072905e-02 6.464958e-02 1.215744e-01 2.061216e-01 3.195788e-01
[23,] 3.684016e-02 7.301837e-02 1.307986e-01 2.150322e-01 3.316327e-01
[24,] 4.068488e-02 7.719262e-02 1.350775e-01 2.230285e-01 3.559548e-01
[25,] 4.241388e-02 7.932513e-02 1.409365e-01 2.431412e-01 4.116402e-01
[26,] 4.361482e-02 8.377788e-02 1.568255e-01 2.873846e-01 5.100476e-01
[27,] 4.688450e-02 9.544799e-02 1.893765e-01 3.608666e-01 6.483916e-01
[28,] 5.475019e-02 1.174759e-01 2.399508e-01 4.584803e-01 8.094245e-01
[29,] 6.842090e-02 1.494817e-01 3.033568e-01 5.662422e-01 9.680555e-01
[30,] 8.702550e-02 1.873583e-01 3.697040e-01 6.670879e-01 1.102038e+00
[31,] 1.078286e-01 2.249443e-01 4.287526e-01 7.484142e-01 1.201255e+00
[32,] 1.274462e-01 2.568894e-01 4.746357e-01 8.074243e-01 1.270624e+00
[33,] 1.435243e-01 2.812794e-01 5.084562e-01 8.514142e-01 1.325219e+00
[34,] 1.560289e-01 3.006228e-01 5.373657e-01 8.929418e-01 1.380515e+00
[35,] 1.674571e-01 3.206512e-01 5.706062e-01 9.424636e-01 1.442910e+00
[36,] 1.818074e-01 3.474601e-01 6.144014e-01 1.001978e+00 1.505025e+00
[37,] 2.026988e-01 3.841945e-01 6.679292e-01 1.062519e+00 1.547939e+00
[38,] 2.313300e-01 4.286144e-01 7.221569e-01 1.106825e+00 1.549642e+00
[39,] 2.650815e-01 4.727078e-01 7.624665e-01 1.116602e+00 1.496239e+00
[40,] 2.975523e-01 5.050284e-01 7.746092e-01 1.081531e+00 1.390468e+00
[41,] 3.204929e-01 5.153371e-01 7.516215e-01 1.005484e+00 1.252441e+00
[42,] 3.272012e-01 4.995675e-01 6.979692e-01 9.058617e-01 1.111121e+00
[43,] 3.157971e-01 4.622388e-01 6.279491e-01 8.055088e-01 9.905527e-01
[44,] 2.903449e-01 4.144060e-01 5.586000e-01 7.214016e-01 8.986546e-01
[45,] 2.588092e-01 3.679631e-01 5.011180e-01 6.568534e-01 8.252799e-01
[46,] 2.288882e-01 3.297021e-01 4.560664e-01 6.019763e-01 7.505085e-01
[47,] 2.043075e-01 2.988353e-01 4.152110e-01 5.417125e-01 6.576059e-01
[48,] 1.838608e-01 2.692858e-01 3.683075e-01 4.658617e-01 5.425091e-01
[49,] 1.635159e-01 2.347754e-01 3.100515e-01 3.747971e-01 4.147940e-01
[50,] 1.398195e-01 1.931180e-01 2.429149e-01 2.781968e-01 2.911331e-01
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.056624e-09 5.628180e-09 2.650201e-08 1.103206e-07 4.059830e-07
 [2,] 7.574535e-09 3.746006e-08 1.637744e-07 6.329850e-07 2.162823e-06
 [3,] 4.895071e-08 2.247695e-07 9.123963e-07 3.274196e-06 1.038761e-05
 [4,] 2.851868e-07 1.215837e-06 4.582404e-06 1.526842e-05 4.497795e-05
 [5,] 1.497855e-06 5.929065e-06 2.074822e-05 6.419049e-05 1.755854e-04
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[22,] 9.838688e-01 9.578578e-01 9.088193e-01 8.196832e-01 6.873084e-01
[23,] 8.553760e-01 8.315276e-01 7.745946e-01 6.747659e-01 5.391958e-01
[24,] 7.077818e-01 6.793056e-01 6.138576e-01 5.112081e-01 3.863554e-01
[25,] 5.532615e-01 5.176758e-01 4.487970e-01 3.543278e-01 2.518392e-01
[26,] 4.048896e-01 3.649339e-01 3.007464e-01 2.236800e-01 1.489027e-01
[27,] 2.749364e-01 2.362910e-01 1.838027e-01 1.281903e-01 7.969882e-02
[28,] 1.718850e-01 1.397484e-01 1.020757e-01 6.654302e-02 3.856333e-02
[29,] 9.832690e-02 7.518581e-02 5.138019e-02 3.123862e-02 1.685262e-02
[30,] 5.123134e-02 3.669043e-02 2.339935e-02 1.324843e-02 6.647535e-03
[31,] 2.423254e-02 1.620780e-02 9.629954e-03 5.072391e-03 2.365777e-03
[32,] 1.038172e-02 6.472256e-03 3.578544e-03 1.752392e-03 7.594294e-04
[33,] 4.022255e-03 2.334251e-03 1.200096e-03 5.461139e-04 2.198478e-04
[34,] 1.407807e-03 7.598580e-04 3.630758e-04 1.534894e-04 5.738860e-05
[35,] 4.448211e-04 2.231685e-04 9.907120e-05 3.890070e-05 1.350714e-05
[36,] 1.268212e-04 5.911936e-05 2.437793e-05 8.889540e-06 2.866235e-06
[37,] 3.261579e-05 1.412360e-05 5.408795e-06 1.831549e-06 5.483475e-07
[38,] 7.564924e-06 3.042482e-06 1.082004e-06 3.402182e-07 9.457701e-08
[39,] 1.582207e-06 5.909411e-07 1.951474e-07 5.697521e-08 1.470602e-08
[40,] 2.983753e-07 1.034830e-07 3.173121e-08 8.601886e-09 2.061474e-09
[41,] 5.073182e-08 1.633770e-08 4.651523e-09 1.170790e-09 2.605159e-10
[42,] 7.776708e-09 2.325393e-09 6.147228e-10 1.436598e-10 2.967963e-11
[43,] 1.074734e-09 2.983888e-10 7.323839e-11 1.589145e-11 3.048270e-12
[44,] 1.339014e-10 3.451766e-11 7.866245e-12 1.584744e-12 2.822371e-13
[45,] 1.503996e-11 3.599763e-12 7.616710e-13 1.424704e-13 2.355831e-14
[46,] 1.522934e-12 3.384358e-13 6.648686e-14 1.154670e-14 1.772725e-15
[47,] 1.390220e-13 2.868437e-14 5.232023e-15 8.436372e-16 1.202549e-16
[48,] 1.144082e-14 2.191715e-15 3.711700e-16 5.556773e-17 7.354159e-18
[49,] 8.487832e-16 1.509691e-16 2.373780e-17 3.299542e-18 4.054407e-19
[50,] 5.676831e-17 9.374783e-18 1.368602e-18 1.766256e-19 2.015071e-20
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 8.475641e-03 4.361064e-03 2.002544e-03 8.301561e-04 3.216418e-04
 [2,] 1.091648e-02 5.260885e-03 2.289798e-03 9.303790e-04 3.842131e-04
 [3,] 1.283163e-02 5.865256e-03 2.500856e-03 1.077375e-03 5.394185e-04
 [4,] 1.396052e-02 6.250765e-03 2.813125e-03 1.450971e-03 9.411301e-04
 [5,] 1.453871e-02 6.844694e-03 3.643662e-03 2.404599e-03 1.874806e-03
 [6,] 1.553271e-02 8.549419e-03 5.743982e-03 4.544741e-03 3.820278e-03
 [7,] 1.876277e-02 1.284256e-02 1.029679e-02 8.811734e-03 7.515374e-03
 [8,] 2.691019e-02 2.183279e-02 1.897598e-02 1.652894e-02 1.400168e-02
 [9,] 4.339061e-02 3.820175e-02 3.390516e-02 2.938370e-02 2.462688e-02
[10,] 7.200684e-02 6.493744e-02 5.746640e-02 4.931129e-02 4.094942e-02
[11,] 1.162893e-01 1.048314e-01 9.195999e-02 7.823090e-02 6.442756e-02
[12,] 1.785843e-01 1.598361e-01 1.391138e-01 1.175012e-01 9.573818e-02
[13,] 2.591666e-01 2.303970e-01 1.993281e-01 1.669263e-01 1.337193e-01
[14,] 3.556523e-01 3.146845e-01 2.704849e-01 2.233898e-01 1.743511e-01
[15,] 4.626352e-01 4.075174e-01 3.464872e-01 2.797986e-01 2.106385e-01
[16,] 5.711856e-01 4.991744e-01 4.164862e-01 3.255440e-01 2.341709e-01
[17,] 6.683016e-01 5.752407e-01 4.662763e-01 3.493082e-01 2.381866e-01
[18,] 7.375204e-01 6.191083e-01 4.825517e-01 3.435218e-01 2.206834e-01
[19,] 7.622988e-01 6.174975e-01 4.585856e-01 3.081299e-01 1.856448e-01
[20,] 7.321391e-01 5.667431e-01 3.980707e-01 2.511772e-01 1.414689e-01
[21,] 6.485335e-01 4.758813e-01 3.143567e-01 1.855987e-01 9.750266e-02
[22,] 5.265088e-01 3.639522e-01 2.251922e-01 1.240912e-01 6.071289e-02
[23,] 3.898380e-01 2.527082e-01 1.460411e-01 7.498024e-02 3.413021e-02
[24,] 2.623006e-01 1.589405e-01 8.562208e-02 4.091046e-02 1.731330e-02
[25,] 1.599694e-01 9.040824e-02 4.533964e-02 2.014480e-02 7.922509e-03
[26,] 8.827252e-02 4.645979e-02 2.167098e-02 8.948967e-03 3.269599e-03
[27,] 4.401897e-02 2.155415e-02 9.345545e-03 3.585565e-03 1.216784e-03
[28,] 1.982098e-02 9.023201e-03 3.635254e-03 1.295526e-03 4.082990e-04
[29,] 8.054612e-03 3.407440e-03 1.275230e-03 4.220776e-04 1.235271e-04
[30,] 2.952845e-03 1.160492e-03 4.033787e-04 1.239838e-04 3.369359e-05
[31,] 9.763549e-04 3.564024e-04 1.150462e-04 3.283550e-05 8.285552e-06
[32,] 2.911232e-04 9.869248e-05 2.958305e-05 7.839976e-06 1.836864e-06
[33,] 7.827115e-05 2.464027e-05 6.858197e-06 1.687599e-06 3.671207e-07
[34,] 1.897370e-05 5.546353e-06 1.433386e-06 3.274927e-07 6.614751e-08
[35,] 4.146757e-06 1.125535e-06 2.700823e-07 5.729391e-08 1.074458e-08
[36,] 8.170648e-07 2.059165e-07 4.587789e-08 9.036199e-09 1.573381e-09
[37,] 1.451402e-07 3.396247e-08 7.025587e-09 1.284791e-09 2.077047e-10
[38,] 2.324322e-08 5.049870e-09 9.699108e-10 1.646826e-10 2.471874e-11
[39,] 3.355672e-09 6.769123e-10 1.207120e-10 1.902969e-11 2.652004e-12
[40,] 4.367492e-10 8.179975e-11 1.354364e-11 1.982352e-12 2.564998e-13
[41,] 5.124553e-11 8.911308e-12 1.369901e-12 1.861652e-13 2.236497e-14
[42,] 5.420586e-12 8.751781e-13 1.249132e-13 1.576090e-14 1.757980e-15
[43,] 5.168995e-13 7.748550e-14 1.026824e-14 1.202907e-15 1.245742e-16
[44,] 4.443561e-14 6.184564e-15 7.609356e-16 8.276507e-17 7.958044e-18
[45,] 3.443698e-15 4.450066e-16 5.083567e-17 5.133705e-18 4.583035e-19
[46,] 2.405945e-16 2.886625e-17 3.061650e-18 2.870655e-19 2.379394e-20
[47,] 1.515341e-17 1.688023e-18 1.662289e-19 1.447088e-20 1.113636e-21
[48,] 8.604070e-19 8.898870e-20 8.136286e-21 6.576240e-22 4.698821e-23
[49,] 4.404142e-20 4.229171e-21 3.590125e-22 2.694163e-23 1.787303e-24
[50,] 2.032298e-21 1.811943e-22 1.428110e-23 9.950368e-25 6.128812e-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  
    10.4084      -0.3251  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> try(system("convert tmp/1xg121378473442.ps tmp/1xg121378473442.png",intern=TRUE))
character(0)
> try(system("convert tmp/2h5ps1378473442.ps tmp/2h5ps1378473442.png",intern=TRUE))
character(0)
> try(system("convert tmp/3xxt91378473442.ps tmp/3xxt91378473442.png",intern=TRUE))
character(0)
> try(system("convert tmp/4kx5c1378473442.ps tmp/4kx5c1378473442.png",intern=TRUE))
character(0)
> try(system("convert tmp/55u3p1378473442.ps tmp/55u3p1378473442.png",intern=TRUE))
character(0)
> try(system("convert tmp/69z2i1378473442.ps tmp/69z2i1378473442.png",intern=TRUE))
character(0)
> try(system("convert tmp/7rz541378473442.ps tmp/7rz541378473442.png",intern=TRUE))
character(0)
> 
> 
> proc.time()
   user  system elapsed 
  7.833   1.391   9.266