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Type 'q()' to quit R. > z <- c(130,136.7,138.1,139.5,140.4,144.6,151.4,147.9,141.5,143.8,143.6,150.5,150.1,154.9,162.1,176.7,186.6,194.8,196.3,228.8,267.2,237.2,254.7,258.2,257.9,269.6,266.9,269.6,253.9,258.6,274.2,301.5,304.5,285.1,287.7,265.5,264.1,276.1,258.9,239.1,250.1,276.8,297.6,295.4,283,275.8,279.7,254.6,234.6,176.9,148.1,122.7,124.9,121.6,128.4,144.5,151.8,167.1,173.8,203.7,199.8) > y <- c(122.6,115.4,109,129.1,102.8,96.2,127.7,128.9,126.5,119.8,113.2,114.1,134.1,130,121.8,132.1,105.3,103,117.1,126.3,138.1,119.5,138,135.5,178.6,162.2,176.9,204.9,132.2,142.5,164.3,174.9,175.4,143,158.7,155.4,176.6,163.3,178.9,182.7,158.9,115.5,169.4,168,159.8,129,157.9,169.5,169.1,183.6,168.9,186.2,227.1,126.4,169.3,175,133.9,110.1,104.3,108.7,112.6) > x <- c(87.1,110.5,110.8,104.2,88.9,89.8,90,93.9,91.3,87.8,99.7,73.5,79.2,96.9,95.2,95.6,89.7,92.8,88,101.1,92.7,95.8,103.8,81.8,87.1,105.9,108.1,102.6,93.7,103.5,100.6,113.3,102.4,102.1,106.9,87.3,93.1,109.1,120.3,104.9,92.6,109.8,111.4,117.9,121.6,117.8,124.2,106.8,102.7,116.8,113.6,96.1,85,83.2,84.9,83,79.6,83.2,83.8,82.8,71.4) > par7 = 'Prijsindexcijfers van de grondstoffen , Industriële grondstoffen, Non-ferro ' > par6 = 'Omzetcijfer volgens BTW - Totale industrie (indexcijfers jaar 2000 = 100), Bewerkende industrie, metallurgie en producten van metaal' > par5 = 'Industriële productie: Bruto index (2000=100) - Metallurgie en producten van metaal' > 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$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/freestat/rcomp/tmp/1ff3a1257352559.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/2ipj01257352559.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/3eeam1257352559.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/4tx971257352559.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/freestat/rcomp/tmp/58i1s1257352559.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 61.1819 0.8485 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/62x721257352559.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] 82.79766 86.01612 89.23458 92.45305 95.67151 98.88997 102.10843 [8] 105.32690 108.54536 111.76382 114.98229 118.20075 121.41921 124.63768 [15] 127.85614 131.07460 134.29306 137.51153 140.72999 143.94845 147.16692 [22] 150.38538 153.60384 156.82231 160.04077 163.25923 166.47769 169.69616 [29] 172.91462 176.13308 179.35155 182.57001 185.78847 189.00694 192.22540 [36] 195.44386 198.66232 201.88079 205.09925 208.31771 211.53618 214.75464 [43] 217.97310 221.19157 224.41003 227.62849 230.84695 234.06542 237.28388 [50] 240.50234 $yords [1] 98.40857 103.08781 107.76706 112.44630 117.12554 121.80478 126.48402 [8] 131.16327 135.84251 140.52175 145.20099 149.88023 154.55948 159.23872 [15] 163.91796 168.59720 173.27644 177.95569 182.63493 187.31417 191.99341 [22] 196.67265 201.35190 206.03114 210.71038 215.38962 220.06886 224.74810 [29] 229.42735 234.10659 238.78583 243.46507 248.14431 252.82356 257.50280 [36] 262.18204 266.86128 271.54052 276.21977 280.89901 285.57825 290.25749 [43] 294.93673 299.61598 304.29522 308.97446 313.65370 318.33294 323.01219 [50] 327.69143 $zden [,1] [,2] [,3] [,4] [,5] [1,] 8.441082e-05 0.0001636531 0.0002902550 0.0004704374 0.0006960656 [2,] 1.276417e-04 0.0002497507 0.0004481397 0.0007368386 0.0011093573 [3,] 1.822972e-04 0.0003582487 0.0006469968 0.0010730062 0.0016334086 [4,] 2.491100e-04 0.0004893580 0.0008858971 0.0014756548 0.0022602345 [5,] 3.302063e-04 0.0006440034 0.0011635251 0.0019403727 0.0029813673 [6,] 4.316381e-04 0.0008267777 0.0014803422 0.0024614205 0.0037847731 [7,] 5.657240e-04 0.0010504124 0.0018445126 0.0030364161 0.0046537150 [8,] 7.483481e-04 0.0013357822 0.0022767253 0.0036763825 0.0055785716 [9,] 9.860992e-04 0.0016976066 0.0027989004 0.0044034647 0.0065681993 [10,] 1.256319e-03 0.0021146755 0.0033967082 0.0052128776 0.0076230876 [11,] 1.496340e-03 0.0025049868 0.0039755346 0.0060087693 0.0086578746 [12,] 1.620899e-03 0.0027389070 0.0043591541 0.0065760956 0.0094365061 [13,] 1.566848e-03 0.0027013779 0.0043640440 0.0066535334 0.0096226182 [14,] 1.335284e-03 0.0023663381 0.0039140357 0.0060892883 0.0089658431 [15,] 9.956426e-04 0.0018227467 0.0031053699 0.0049636285 0.0074964238 [16,] 6.466319e-04 0.0012270417 0.0021620142 0.0035673103 0.0055552712 [17,] 3.656150e-04 0.0007201111 0.0013152467 0.0022468995 0.0036205353 [18,] 1.830537e-04 0.0003718045 0.0007018693 0.0012406230 0.0020700925 [19,] 9.124989e-05 0.0001820994 0.0003443332 0.0006176374 0.0010549575 [20,] 6.926606e-05 0.0001187031 0.0001993013 0.0003294402 0.0005366130 [21,] 1.014783e-04 0.0001527932 0.0002179711 0.0003003849 0.0004083996 [22,] 1.798937e-04 0.0002698769 0.0003739233 0.0004834646 0.0005910457 [23,] 2.944566e-04 0.0004567495 0.0006502658 0.0008552437 0.0010472848 [24,] 4.237483e-04 0.0006823129 0.0010075048 0.0013707741 0.0017287509 [25,] 5.385185e-04 0.0008951214 0.0013678053 0.0019269456 0.0025136588 [26,] 6.196590e-04 0.0010484170 0.0016420179 0.0023814891 0.0032052177 [27,] 6.752100e-04 0.0011354291 0.0017877017 0.0026314967 0.0036198399 [28,] 7.351277e-04 0.0011977194 0.0018450148 0.0026895059 0.0037078845 [29,] 8.208342e-04 0.0012867720 0.0019026947 0.0026745260 0.0035924220 [30,] 9.152167e-04 0.0014068049 0.0020110114 0.0027049540 0.0034660297 [31,] 9.651747e-04 0.0014949686 0.0021212764 0.0027838804 0.0034231147 [32,] 9.198516e-04 0.0014649492 0.0021163028 0.0027889174 0.0033824045 [33,] 7.714030e-04 0.0012772821 0.0019085207 0.0025807625 0.0031733518 [34,] 5.620037e-04 0.0009724938 0.0015150053 0.0021275683 0.0026995934 [35,] 3.544967e-04 0.0006417731 0.0010455315 0.0015331992 0.0020256106 [36,] 1.964391e-04 0.0003692402 0.0006269894 0.0009599533 0.0013241683 [37,] 1.059060e-04 0.0001967072 0.0003378996 0.0005310479 0.0007582782 [38,] 8.140884e-05 0.0001289595 0.0001983655 0.0002929645 0.0004086380 [39,] 1.183027e-04 0.0001591547 0.0002012903 0.0002434222 0.0002852600 [40,] 2.143999e-04 0.0002842779 0.0003418086 0.0003750788 0.0003793685 [41,] 3.607431e-04 0.0004967491 0.0006154131 0.0006866993 0.0006914590 [42,] 5.279053e-04 0.0007619125 0.0009881025 0.0011516476 0.0012066636 [43,] 6.649270e-04 0.0010072600 0.0013708049 0.0016760498 0.0018411733 [44,] 7.197343e-04 0.0011445880 0.0016352361 0.0020987832 0.0024199894 [45,] 6.693444e-04 0.0011175049 0.0016761070 0.0022584303 0.0027337880 [46,] 5.347997e-04 0.0009373803 0.0014760214 0.0020879578 0.0026534023 [47,] 3.671086e-04 0.0006755295 0.0011167251 0.0016584423 0.0022126191 [48,] 2.165008e-04 0.0004182486 0.0007258745 0.0011317247 0.0015851568 [49,] 1.096948e-04 0.0002224775 0.0004053576 0.0006635028 0.0009756620 [50,] 4.775006e-05 0.0001016715 0.0001944808 0.0003341999 0.0005159268 [,6] [,7] [,8] [,9] [,10] [1,] 0.0009394720 0.0011563560 0.0012990037 0.0013353749 0.0012639213 [2,] 0.0015285238 0.0019272009 0.0022253349 0.0023594987 0.0023107997 [3,] 0.0022819675 0.0029266136 0.0034495160 0.0037472540 0.0037738867 [4,] 0.0031834704 0.0041259486 0.0049286819 0.0054442953 0.0055954113 [5,] 0.0042183899 0.0054999503 0.0066203916 0.0073847153 0.0076835848 [6,] 0.0053703878 0.0070298931 0.0085017501 0.0095335639 0.0099786912 [7,] 0.0066101292 0.0086818735 0.0105445001 0.0118729853 0.0124661226 [8,] 0.0079007034 0.0103954387 0.0126803039 0.0143480953 0.0151194848 [9,] 0.0092215991 0.0121104220 0.0148136852 0.0168500488 0.0178489784 [10,] 0.0105655949 0.0137938473 0.0168723048 0.0192691477 0.0205307381 [11,] 0.0118637413 0.0153887078 0.0187972405 0.0215295700 0.0230683181 [12,] 0.0128825444 0.0166857114 0.0204151562 0.0234921050 0.0253452685 [13,] 0.0132276672 0.0172621804 0.0213109793 0.0247817480 0.0270459084 [14,] 0.0125358740 0.0166429170 0.0209189902 0.0247843559 0.0275613831 [15,] 0.0107451966 0.0146304873 0.0188751700 0.0229668878 0.0262262737 [16,] 0.0082094569 0.0115321687 0.0153655322 0.0193239744 0.0228068026 [17,] 0.0055373166 0.0080580542 0.0111365250 0.0145414694 0.0178230978 [18,] 0.0032821316 0.0049589013 0.0071271400 0.0096903238 0.0123735983 [19,] 0.0017228105 0.0026938010 0.0040216178 0.0056946160 0.0075836137 [20,] 0.0008595812 0.0013472197 0.0020480785 0.0029852075 0.0041198834 [21,] 0.0005580160 0.0007740437 0.0010872317 0.0015237757 0.0020860182 [22,] 0.0006941420 0.0007975198 0.0009134455 0.0010588997 0.0012482905 [23,] 0.0012041176 0.0013106612 0.0013613553 0.0013609118 0.0013237909 [24,] 0.0020338355 0.0022447359 0.0023331644 0.0022876891 0.0021171422 [25,] 0.0030518604 0.0034653712 0.0036925168 0.0036960520 0.0034710110 [26,] 0.0040165319 0.0047035511 0.0051624104 0.0053171332 0.0051355267 [27,] 0.0046567506 0.0056112039 0.0063428524 0.0067313762 0.0067040214 [28,] 0.0048292079 0.0059354285 0.0068777432 0.0075062996 0.0077069806 [29,] 0.0046197586 0.0056817725 0.0066631002 0.0074227641 0.0078280750 [30,] 0.0042757629 0.0051093255 0.0059165237 0.0066113236 0.0070856296 [31,] 0.0040063611 0.0045348045 0.0050228918 0.0054656817 0.0058217564 [32,] 0.0038251416 0.0041062231 0.0042714969 0.0043856357 0.0044888875 [33,] 0.0035764815 0.0037418453 0.0037036681 0.0035548783 0.0033956919 [34,] 0.0031076383 0.0032687284 0.0031800628 0.0029185687 0.0026008583 [35,] 0.0024155416 0.0026091545 0.0025694291 0.0023344166 0.0019982086 [36,] 0.0016459588 0.0018460118 0.0018736381 0.0017314627 0.0014745694 [37,] 0.0009797591 0.0011433951 0.0012051775 0.0011497896 0.0009986407 [38,] 0.0005298775 0.0006311059 0.0006851172 0.0006752775 0.0006042326 [39,] 0.0003251628 0.0003577441 0.0003741819 0.0003661538 0.0003310944 [40,] 0.0003586402 0.0003222724 0.0002795704 0.0002360129 0.0001932613 [41,] 0.0006303457 0.0005230551 0.0003984631 0.0002822023 0.0001888584 [42,] 0.0011371740 0.0009647956 0.0007380653 0.0005104791 0.0003206685 [43,] 0.0018173250 0.0016119826 0.0012852355 0.0009214759 0.0005945485 [44,] 0.0025068198 0.0023329498 0.0019506348 0.0014654211 0.0009892670 [45,] 0.0029728763 0.0029043172 0.0025489938 0.0020098107 0.0014236736 [46,] 0.0030292625 0.0031068717 0.0028626133 0.0023694939 0.0017619890 [47,] 0.0026519488 0.0028554584 0.0027620963 0.0024002371 0.0018737948 [48,] 0.0019946000 0.0022547146 0.0022897048 0.0020889094 0.0017120323 [49,] 0.0012888671 0.0015295689 0.0016307303 0.0015618789 0.0013438933 [50,] 0.0007155204 0.0008914728 0.0009978066 0.0010033137 0.0009063153 [,11] [,12] [,13] [,14] [,15] [1,] 0.0011148096 9.362668e-04 7.741341e-04 6.559396e-04 5.860704e-04 [2,] 0.0021145560 1.844784e-03 1.582156e-03 1.383442e-03 1.266768e-03 [3,] 0.0035629385 3.213741e-03 2.848680e-03 2.564997e-03 2.404849e-03 [4,] 0.0054096666 5.009726e-03 4.561803e-03 4.210114e-03 4.029464e-03 [5,] 0.0075405113 7.103834e-03 6.585963e-03 6.181523e-03 6.003581e-03 [6,] 0.0098580635 9.352455e-03 8.728664e-03 8.238989e-03 8.041739e-03 [7,] 0.0123314668 1.168283e-02 1.085191e-02 1.016362e-02 9.836581e-03 [8,] 0.0149608983 1.410061e-02 1.293393e-02 1.187294e-02 1.121922e-02 [9,] 0.0177036521 1.661983e-02 1.503205e-02 1.343739e-02 1.223763e-02 [10,] 0.0204606442 1.920589e-02 1.720039e-02 1.500021e-02 1.310329e-02 [11,] 0.0231315508 2.179091e-02 1.944733e-02 1.668061e-02 1.405953e-02 [12,] 0.0256129854 2.428900e-02 2.172856e-02 1.851352e-02 1.525715e-02 [13,] 0.0276506963 2.649818e-02 2.388740e-02 2.039524e-02 1.667015e-02 [14,] 0.0286894780 2.794388e-02 2.553175e-02 2.200457e-02 1.804232e-02 [15,] 0.0280007587 2.791146e-02 2.601612e-02 2.278368e-02 1.889432e-02 [16,] 0.0251400013 2.581522e-02 2.470507e-02 2.212062e-02 1.866945e-02 [17,] 0.0203862670 2.167930e-02 2.141819e-02 1.971453e-02 1.702063e-02 [18,] 0.0147372431 1.629264e-02 1.668743e-02 1.586085e-02 1.406919e-02 [19,] 0.0094217231 1.085423e-02 1.155921e-02 1.138370e-02 1.041288e-02 [20,] 0.0053235693 6.386430e-03 7.077373e-03 7.235734e-03 6.843640e-03 [21,] 0.0027309374 3.361790e-03 3.847866e-03 4.071756e-03 3.981245e-03 [22,] 0.0014817800 1.734401e-03 1.955395e-03 2.083987e-03 2.076414e-03 [23,] 0.0012703815 1.218597e-03 1.174393e-03 1.128387e-03 1.062776e-03 [24,] 0.0018521117 1.539667e-03 1.229702e-03 9.589444e-04 7.422177e-04 [25,] 0.0030505398 2.503654e-03 1.919225e-03 1.379999e-03 9.397160e-04 [26,] 0.0046409806 3.914070e-03 3.075776e-03 2.253559e-03 1.545146e-03 [27,] 0.0062573904 5.465717e-03 4.465874e-03 3.418565e-03 2.461356e-03 [28,] 0.0074360840 6.739845e-03 5.745660e-03 4.622895e-03 3.529767e-03 [29,] 0.0077979414 7.336249e-03 6.535052e-03 5.541205e-03 4.502894e-03 [30,] 0.0072473313 7.062724e-03 6.575037e-03 5.883837e-03 5.097727e-03 [31,] 0.0060286493 6.040897e-03 5.860229e-03 5.532107e-03 5.110965e-03 [32,] 0.0045805646 4.637319e-03 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8.420010e-03 8.192477e-03 7.735218e-03 7.157409e-03 6.606579e-03 [14,] 9.861790e-03 1.020298e-02 1.014695e-02 9.722600e-03 9.058721e-03 [15,] 1.064821e-02 1.174740e-02 1.236486e-02 1.239032e-02 1.186273e-02 [16,] 1.056251e-02 1.243277e-02 1.386595e-02 1.458838e-02 1.448766e-02 [17,] 9.619199e-03 1.206165e-02 1.423621e-02 1.573594e-02 1.627860e-02 [18,] 8.119762e-03 1.079598e-02 1.343681e-02 1.557765e-02 1.680523e-02 [19,] 6.554869e-03 9.139595e-03 1.190140e-02 1.440334e-02 1.617806e-02 [20,] 5.391679e-03 7.709277e-03 1.034118e-02 1.293617e-02 1.504898e-02 [21,] 4.881395e-03 6.938462e-03 9.368494e-03 1.192345e-02 1.422725e-02 [22,] 5.008142e-03 6.915944e-03 9.206439e-03 1.172354e-02 1.417704e-02 [23,] 5.593981e-03 7.455084e-03 9.683760e-03 1.219502e-02 1.478614e-02 [24,] 6.459286e-03 8.308969e-03 1.048287e-02 1.294477e-02 1.557632e-02 [25,] 7.499383e-03 9.335773e-03 1.140678e-02 1.369552e-02 1.615395e-02 [26,] 8.622586e-03 1.047553e-02 1.242900e-02 1.444248e-02 1.649922e-02 [27,] 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1.216007e-04 2.532834e-04 4.770154e-04 8.102224e-04 1.239609e-03 [42,] 5.803210e-05 1.280054e-04 2.546410e-04 4.560007e-04 7.345610e-04 [43,] 2.416611e-05 5.620809e-05 1.177466e-04 2.218336e-04 3.757023e-04 [44,] 8.712259e-06 2.132064e-05 4.695985e-05 9.297813e-05 1.654369e-04 [45,] 2.708526e-06 6.966336e-06 1.612037e-05 3.352538e-05 6.264719e-05 [46,] 7.247341e-07 1.958027e-06 4.758513e-06 1.039206e-05 2.039051e-05 [47,] 1.667493e-07 4.731063e-07 1.207297e-06 2.768353e-06 5.703070e-06 [48,] 3.297560e-08 9.823962e-08 2.632125e-07 6.336720e-07 1.370548e-06 [49,] 5.603655e-09 1.752820e-08 4.930638e-08 1.246232e-07 2.829841e-07 [50,] 8.181937e-10 2.687072e-09 7.935643e-09 2.105762e-08 5.019979e-08 [,36] [,37] [,38] [,39] [,40] [1,] 3.426368e-06 2.767658e-06 2.008863e-06 1.310043e-06 7.675274e-07 [2,] 1.277434e-05 1.082837e-05 8.249632e-06 5.647304e-06 3.473276e-06 [3,] 4.095659e-05 3.642013e-05 2.911836e-05 2.092172e-05 1.350682e-05 [4,] 1.130214e-04 1.053627e-04 8.837225e-05 6.663152e-05 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1.064116e-03 6.229023e-04 3.282480e-04 [11,] 2.950992e-03 2.201120e-03 1.485000e-03 9.045705e-04 4.969156e-04 [12,] 3.490279e-03 2.664980e-03 1.850296e-03 1.164502e-03 6.629755e-04 [13,] 3.905834e-03 3.005462e-03 2.119297e-03 1.362708e-03 7.963868e-04 [14,] 4.325867e-03 3.299192e-03 2.326449e-03 1.506586e-03 8.919801e-04 [15,] 4.903377e-03 3.671712e-03 2.560959e-03 1.650354e-03 9.772784e-04 [16,] 5.714845e-03 4.214520e-03 2.908527e-03 1.861266e-03 1.097317e-03 [17,] 6.710806e-03 4.930497e-03 3.400363e-03 2.179586e-03 1.288423e-03 [18,] 7.743389e-03 5.736450e-03 3.999471e-03 2.597999e-03 1.558598e-03 [19,] 8.679840e-03 6.532805e-03 4.636552e-03 3.074071e-03 1.886776e-03 [20,] 9.570986e-03 7.331995e-03 5.299010e-03 3.584670e-03 2.250899e-03 [21,] 1.074219e-02 8.364813e-03 6.132102e-03 4.207639e-03 2.684412e-03 [22,] 1.264322e-02 1.002179e-02 7.445695e-03 5.163320e-03 3.326048e-03 [23,] 1.547159e-02 1.257708e-02 9.543777e-03 6.733988e-03 4.400280e-03 [24,] 1.884286e-02 1.586022e-02 1.244574e-02 9.063642e-03 6.098709e-03 [25,] 2.182099e-02 1.915412e-02 1.570528e-02 1.196008e-02 8.413946e-03 [26,] 2.335643e-02 2.145391e-02 1.849431e-02 1.484927e-02 1.102947e-02 [27,] 2.285050e-02 2.194779e-02 1.993579e-02 1.694180e-02 1.334883e-02 [28,] 2.046318e-02 2.041999e-02 1.950466e-02 1.754839e-02 1.468415e-02 [29,] 1.696993e-02 1.733203e-02 1.727474e-02 1.639607e-02 1.454618e-02 [30,] 1.329535e-02 1.354938e-02 1.387130e-02 1.377211e-02 1.289559e-02 [31,] 1.006579e-02 9.907647e-03 1.015868e-02 1.039342e-02 1.018899e-02 [32,] 7.465628e-03 6.899798e-03 6.859747e-03 7.068173e-03 7.162055e-03 [33,] 5.405823e-03 4.640070e-03 4.336038e-03 4.365140e-03 4.484775e-03 [34,] 3.778355e-03 3.032538e-03 2.611184e-03 2.482386e-03 2.516594e-03 [35,] 2.576806e-03 1.952821e-03 1.536043e-03 1.332709e-03 1.283804e-03 [36,] 1.847121e-03 1.318601e-03 9.383333e-04 7.151667e-04 6.182406e-04 [37,] 1.577213e-03 1.060849e-03 6.805380e-04 4.403505e-04 3.138349e-04 [38,] 1.636951e-03 1.074460e-03 6.488376e-04 3.695230e-04 2.105621e-04 [39,] 1.807162e-03 1.207530e-03 7.301109e-04 4.021212e-04 2.055399e-04 [40,] 1.872541e-03 1.300809e-03 8.134604e-04 4.585765e-04 2.339856e-04 [41,] 1.718495e-03 1.249878e-03 8.171509e-04 4.803639e-04 2.541029e-04 [42,] 1.368463e-03 1.044167e-03 7.158855e-04 4.410366e-04 2.441891e-04 [43,] 9.392504e-04 7.522683e-04 5.413099e-04 3.499480e-04 2.032622e-04 [44,] 5.544445e-04 4.661901e-04 3.521531e-04 2.389808e-04 1.456999e-04 [45,] 2.812915e-04 2.483064e-04 1.969137e-04 1.402879e-04 8.978846e-05 [46,] 1.226236e-04 1.136405e-04 9.461199e-05 7.076411e-05 4.754812e-05 [47,] 4.592774e-05 4.468492e-05 3.905709e-05 3.066844e-05 2.163396e-05 [48,] 1.477902e-05 1.509586e-05 1.385232e-05 1.141930e-05 8.456857e-06 [49,] 4.085838e-06 4.381461e-06 4.220940e-06 3.653017e-06 2.840183e-06 [50,] 9.704654e-07 1.092555e-06 1.104991e-06 1.003984e-06 8.194954e-07 [,46] [,47] [,48] [,49] [,50] [1,] 3.270246e-09 9.048719e-10 2.249299e-10 5.022971e-11 1.007690e-11 [2,] 1.981018e-08 5.754590e-09 1.501741e-09 3.520706e-10 7.415123e-11 [3,] 1.031062e-07 3.144305e-08 8.614331e-09 2.120188e-09 4.687944e-10 [4,] 4.610981e-07 1.476171e-07 4.245626e-08 1.096999e-08 2.546410e-09 [5,] 1.771983e-06 5.955072e-07 1.797977e-07 4.876942e-08 1.188432e-08 [6,] 5.852916e-06 2.064649e-06 6.543438e-07 1.863136e-07 4.766029e-08 [7,] 1.662262e-05 6.153871e-06 2.046980e-06 6.117612e-07 1.642643e-07 [8,] 4.062227e-05 1.577797e-05 5.506966e-06 1.727124e-06 4.867032e-07 [9,] 8.554284e-05 3.483755e-05 1.275255e-05 4.195505e-06 1.240429e-06 [10,] 1.556466e-04 6.638737e-05 2.546396e-05 8.781560e-06 2.722397e-06 [11,] 2.459724e-04 1.096436e-04 4.399104e-05 1.588047e-05 5.156427e-06 [12,] 3.409428e-04 1.582047e-04 6.618228e-05 2.494332e-05 8.464842e-06 [13,] 4.220415e-04 2.024621e-04 8.780008e-05 3.438149e-05 1.214598e-05 [14,] 4.813017e-04 2.361384e-04 1.051460e-04 4.242443e-05 1.548996e-05 [15,] 5.298305e-04 2.623135e-04 1.183638e-04 4.859779e-05 1.812867e-05 [16,] 5.934654e-04 2.936544e-04 1.327146e-04 5.471785e-05 2.056097e-05 [17,] 6.985871e-04 3.462327e-04 1.565480e-04 6.451053e-05 2.421810e-05 [18,] 8.577465e-04 4.309988e-04 1.971473e-04 8.195419e-05 3.093781e-05 [19,] 1.063968e-03 5.480856e-04 2.568760e-04 1.092425e-04 4.208651e-05 [20,] 1.302050e-03 6.895630e-04 3.327657e-04 1.458219e-04 5.788637e-05 [21,] 1.581958e-03 8.561502e-04 4.234670e-04 1.906972e-04 7.795595e-05 [22,] 1.980488e-03 1.085073e-03 5.447684e-04 2.497544e-04 1.042550e-04 [23,] 2.652465e-03 1.469716e-03 7.462259e-04 3.462473e-04 1.464801e-04 [24,] 3.776404e-03 2.144422e-03 1.113448e-03 5.273835e-04 2.274304e-04 [25,] 5.442238e-03 3.223460e-03 1.742670e-03 8.576975e-04 3.835379e-04 [26,] 7.534605e-03 4.711403e-03 2.686485e-03 1.392834e-03 6.551441e-04 [27,] 9.680932e-03 6.425642e-03 3.886654e-03 2.135560e-03 1.063435e-03 [28,] 1.132066e-02 7.986302e-03 5.130634e-03 2.991389e-03 1.579136e-03 [29,] 1.190896e-02 8.921590e-03 6.082195e-03 3.759780e-03 2.102400e-03 [30,] 1.118063e-02 8.876526e-03 6.410671e-03 4.194980e-03 2.481251e-03 [31,] 9.313396e-03 7.813711e-03 5.965565e-03 4.125336e-03 2.577178e-03 [32,] 6.855583e-03 6.055410e-03 4.875808e-03 3.557077e-03 2.343835e-03 [33,] 4.450443e-03 4.117472e-03 3.486785e-03 2.678845e-03 1.859433e-03 [34,] 2.549650e-03 2.452277e-03 2.175949e-03 1.757027e-03 1.283119e-03 [35,] 1.295882e-03 1.280024e-03 1.183447e-03 1.001685e-03 7.685307e-04 [36,] 5.945219e-04 5.889561e-04 5.614623e-04 4.959405e-04 3.989647e-04 [37,] 2.615281e-04 2.447541e-04 2.341819e-04 2.136011e-04 1.794414e-04 [38,] 1.331675e-04 1.014298e-04 8.920399e-05 8.100861e-05 7.014374e-05 [39,] 1.024713e-04 5.532565e-05 3.634509e-05 2.878548e-05 2.431511e-05 [40,] 1.093678e-04 4.850031e-05 2.226371e-05 1.212438e-05 8.264909e-06 [41,] 1.212356e-04 5.255054e-05 2.116310e-05 8.430422e-06 3.775204e-06 [42,] 1.215584e-04 5.447877e-05 2.207506e-05 8.198433e-06 2.908011e-06 [43,] 1.060815e-04 4.975723e-05 2.099119e-05 7.984715e-06 2.760919e-06 [44,] 7.980430e-05 3.927200e-05 1.736554e-05 6.902901e-06 2.470255e-06 [45,] 5.162715e-05 2.666837e-05 1.237616e-05 5.160358e-06 1.933696e-06 [46,] 2.870169e-05 1.556453e-05 7.582646e-06 3.318696e-06 1.304955e-06 [47,] 1.370987e-05 7.805183e-06 3.991962e-06 1.834187e-06 7.571087e-07 [48,] 5.626403e-06 3.362831e-06 1.805643e-06 8.709857e-07 3.774361e-07 [49,] 1.983779e-06 1.244779e-06 7.016880e-07 3.553430e-07 1.616605e-07 [50,] 6.009227e-07 3.958612e-07 2.342716e-07 1.245513e-07 5.948798e-08 > 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 95.8424 0.7942 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/freestat/rcomp/tmp/7g6by1257352559.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] 62.23493 63.68656 65.13820 66.58983 68.04147 69.49310 70.94474 [8] 72.39638 73.84801 75.29965 76.75128 78.20292 79.65455 81.10619 [15] 82.55783 84.00946 85.46110 86.91273 88.36437 89.81600 91.26764 [22] 92.71928 94.17091 95.62255 97.07418 98.52582 99.97745 101.42909 [29] 102.88072 104.33236 105.78400 107.23563 108.68727 110.13890 111.59054 [36] 113.04217 114.49381 115.94545 117.39708 118.84872 120.30035 121.75199 [43] 123.20362 124.65526 126.10690 127.55853 129.01017 130.46180 131.91344 [50] 133.36507 $yords [1] 98.40857 103.08781 107.76706 112.44630 117.12554 121.80478 126.48402 [8] 131.16327 135.84251 140.52175 145.20099 149.88023 154.55948 159.23872 [15] 163.91796 168.59720 173.27644 177.95569 182.63493 187.31417 191.99341 [22] 196.67265 201.35190 206.03114 210.71038 215.38962 220.06886 224.74810 [29] 229.42735 234.10659 238.78583 243.46507 248.14431 252.82356 257.50280 [36] 262.18204 266.86128 271.54052 276.21977 280.89901 285.57825 290.25749 [43] 294.93673 299.61598 304.29522 308.97446 313.65370 318.33294 323.01219 [50] 327.69143 $zden [,1] [,2] [,3] [,4] [,5] [1,] 6.155118e-05 1.035080e-04 1.809507e-04 3.082031e-04 4.887529e-04 [2,] 1.039402e-04 1.580984e-04 2.581362e-04 4.286522e-04 6.831461e-04 [3,] 1.808977e-04 2.512684e-04 3.752291e-04 5.905645e-04 9.265492e-04 [4,] 3.157962e-04 4.122832e-04 5.633782e-04 8.215087e-04 1.237820e-03 [5,] 5.385497e-04 6.831305e-04 8.722344e-04 1.170714e-03 1.656290e-03 [6,] 8.798231e-04 1.114482e-03 1.369943e-03 1.714320e-03 2.251850e-03 [7,] 1.359826e-03 1.753438e-03 2.133658e-03 2.552344e-03 3.130102e-03 [8,] 1.973684e-03 2.622795e-03 3.226871e-03 3.790416e-03 4.424156e-03 [9,] 2.679078e-03 3.696968e-03 4.665263e-03 5.502617e-03 6.264376e-03 [10,] 3.394033e-03 4.885439e-03 6.381614e-03 7.681082e-03 8.723767e-03 [11,] 4.010728e-03 6.036504e-03 8.208023e-03 1.019079e-02 1.175080e-02 [12,] 4.424422e-03 6.968255e-03 9.893406e-03 1.275658e-02 1.511795e-02 [13,] 4.567744e-03 7.520905e-03 1.116187e-02 1.500438e-02 1.842175e-02 [14,] 4.435316e-03 7.610878e-03 1.179644e-02 1.655664e-02 2.115723e-02 [15,] 4.086175e-03 7.261878e-03 1.171441e-02 1.715180e-02 2.285615e-02 [16,] 3.621553e-03 6.596444e-03 1.099856e-02 1.673694e-02 2.324008e-02 [17,] 3.147787e-03 5.790225e-03 9.866696e-03 1.548832e-02 2.232061e-02 [18,] 2.741239e-03 5.009651e-03 8.591784e-03 1.374667e-02 2.039642e-02 [19,] 2.430141e-03 4.361032e-03 7.409229e-03 1.189547e-02 1.794495e-02 [20,] 2.198776e-03 3.871475e-03 6.451947e-03 1.023791e-02 1.545780e-02 [21,] 2.008236e-03 3.504692e-03 5.736922e-03 8.924349e-03 1.329382e-02 [22,] 1.821254e-03 3.198010e-03 5.199643e-03 7.952766e-03 1.160884e-02 [23,] 1.619131e-03 2.899573e-03 4.751165e-03 7.227187e-03 1.037707e-02 [24,] 1.405043e-03 2.588927e-03 4.326984e-03 6.634864e-03 9.474527e-03 [25,] 1.195796e-03 2.275888e-03 3.907509e-03 6.102563e-03 8.771470e-03 [26,] 1.009153e-03 1.984233e-03 3.508386e-03 5.611512e-03 8.189050e-03 [27,] 8.541672e-04 1.732632e-03 3.154201e-03 5.175873e-03 7.703437e-03 [28,] 7.285235e-04 1.523460e-03 2.854221e-03 4.807091e-03 7.311839e-03 [29,] 6.223344e-04 1.343446e-03 2.593310e-03 4.488707e-03 6.991789e-03 [30,] 5.247342e-04 1.173008e-03 2.340021e-03 4.175199e-03 6.682255e-03 [31,] 4.292292e-04 9.973369e-04 2.064145e-03 3.812231e-03 6.297306e-03 [32,] 3.355029e-04 8.130456e-04 1.752340e-03 3.363903e-03 5.762073e-03 [33,] 2.477983e-04 6.279608e-04 1.413708e-03 2.830688e-03 5.048424e-03 [34,] 1.716504e-04 4.557414e-04 1.074093e-03 2.249232e-03 4.189893e-03 [35,] 1.109895e-04 3.091439e-04 7.639430e-04 1.676244e-03 3.268976e-03 [36,] 6.679592e-05 1.953506e-04 5.067074e-04 1.166507e-03 2.385444e-03 [37,] 3.734950e-05 1.147603e-04 3.126739e-04 7.559013e-04 1.622697e-03 [38,] 1.938315e-05 6.259593e-05 1.792329e-04 4.553031e-04 1.026820e-03 [39,] 9.330125e-06 3.167688e-05 9.535261e-05 2.546289e-04 6.036020e-04 [40,] 4.163918e-06 1.486527e-05 4.705262e-05 1.321229e-04 3.293274e-04 [41,] 1.722510e-06 6.467059e-06 2.152838e-05 6.357917e-05 1.666796e-04 [42,] 6.603895e-07 2.607732e-06 9.130912e-06 2.836557e-05 7.822696e-05 [43,] 2.346257e-07 9.745159e-07 3.589439e-06 1.173076e-05 3.403665e-05 [44,] 7.724358e-08 3.374833e-07 1.307698e-06 4.496414e-06 1.372734e-05 [45,] 2.356371e-08 1.083008e-07 4.414986e-07 1.597264e-06 5.131340e-06 [46,] 6.660547e-09 3.220432e-08 1.381261e-07 5.258184e-07 1.777671e-06 [47,] 1.744439e-09 8.873456e-09 4.004390e-08 1.604095e-07 5.707298e-07 [48,] 4.233287e-10 2.265491e-09 1.075734e-08 4.534719e-08 1.698070e-07 [49,] 9.518631e-11 5.359458e-10 2.677798e-09 1.187934e-08 4.681879e-08 [50,] 1.983111e-11 1.174813e-10 6.176678e-10 2.883723e-09 1.196246e-08 [,6] [,7] [,8] [,9] [,10] [1,] 7.045599e-04 9.127523e-04 1.056864e-03 1.090932e-03 1.003510e-03 [2,] 1.006578e-03 1.344911e-03 1.614255e-03 1.732633e-03 1.659935e-03 [3,] 1.378249e-03 1.885455e-03 2.335182e-03 2.598320e-03 2.587939e-03 [4,] 1.827116e-03 2.532648e-03 3.216348e-03 3.694994e-03 3.816110e-03 [5,] 2.374945e-03 3.288118e-03 4.244264e-03 5.006878e-03 5.343275e-03 [6,] 3.070790e-03 4.170205e-03 5.405765e-03 6.499861e-03 7.134483e-03 [7,] 4.003447e-03 5.230786e-03 6.705134e-03 8.134433e-03 9.125596e-03 [8,] 5.305689e-03 6.570341e-03 8.185455e-03 9.887235e-03 1.123861e-02 [9,] 7.139149e-03 8.341098e-03 9.947378e-03 1.177858e-02 1.340895e-02 [10,] 9.650016e-03 1.072444e-02 1.215221e-02 1.389720e-02 1.562191e-02 [11,] 1.289608e-02 1.387219e-02 1.499254e-02 1.640525e-02 1.794644e-02 [12,] 1.676496e-02 1.781647e-02 1.861995e-02 1.950328e-02 2.054382e-02 [13,] 2.092244e-02 2.237736e-02 2.303998e-02 2.334517e-02 2.362704e-02 [14,] 2.483361e-02 2.711727e-02 2.801334e-02 2.792020e-02 2.736282e-02 [15,] 2.787630e-02 3.138845e-02 3.302079e-02 3.295079e-02 3.174160e-02 [16,] 2.952111e-02 3.448518e-02 3.733791e-02 3.786995e-02 3.647407e-02 [17,] 2.950921e-02 3.585767e-02 4.022026e-02 4.192054e-02 4.098146e-02 [18,] 2.794671e-02 3.530084e-02 4.113812e-02 4.436346e-02 4.451453e-02 [19,] 2.526759e-02 3.303021e-02 3.996183e-02 4.471931e-02 4.637408e-02 [20,] 2.207941e-02 2.960582e-02 3.701076e-02 4.293842e-02 4.614695e-02 [21,] 1.896275e-02 2.573827e-02 3.294110e-02 3.942040e-02 4.385341e-02 [22,] 1.631247e-02 2.206590e-02 2.852545e-02 3.487511e-02 3.994020e-02 [23,] 1.427951e-02 1.899796e-02 2.442440e-02 3.009211e-02 3.512673e-02 [24,] 1.281635e-02 1.667529e-02 2.104327e-02 2.572202e-02 3.017988e-02 [25,] 1.178053e-02 1.503699e-02 1.851327e-02 2.215374e-02 2.571591e-02 [26,] 1.103367e-02 1.393466e-02 1.677164e-02 1.951271e-02 2.209994e-02 [27,] 1.049043e-02 1.322739e-02 1.567510e-02 1.774443e-02 1.945488e-02 [28,] 1.010907e-02 1.281725e-02 1.508186e-02 1.671678e-02 1.773918e-02 [29,] 9.848245e-03 1.262709e-02 1.487140e-02 1.628399e-02 1.683126e-02 [30,] 9.629065e-03 1.255537e-02 1.491469e-02 1.629292e-02 1.657519e-02 [31,] 9.331173e-03 1.245042e-02 1.503610e-02 1.655334e-02 1.677901e-02 [32,] 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2.292712e-02 2.480855e-02 2.565153e-02 [39,] 1.529483e-02 1.821897e-02 2.074219e-02 2.249833e-02 2.326137e-02 [40,] 1.382648e-02 1.660241e-02 1.900335e-02 2.066339e-02 2.133414e-02 [41,] 1.239836e-02 1.507181e-02 1.741206e-02 1.904794e-02 1.969438e-02 [42,] 1.082646e-02 1.339374e-02 1.569915e-02 1.737209e-02 1.808855e-02 [43,] 9.069028e-03 1.147587e-02 1.371851e-02 1.544220e-02 1.629680e-02 [44,] 7.209658e-03 9.372695e-03 1.147956e-02 1.321067e-02 1.421400e-02 [45,] 5.399977e-03 7.238937e-03 9.119132e-03 1.077351e-02 1.187592e-02 [46,] 3.792242e-03 5.258315e-03 6.835121e-03 8.318325e-03 9.431087e-03 [47,] 2.488976e-03 3.578868e-03 4.813307e-03 6.051292e-03 7.078640e-03 [48,] 1.523350e-03 2.276236e-03 3.174736e-03 4.132964e-03 5.000932e-03 [49,] 8.680588e-04 1.350272e-03 1.956798e-03 2.643206e-03 3.315406e-03 [50,] 4.600157e-04 7.459841e-04 1.125126e-03 1.579694e-03 2.057712e-03 [,41] [,42] [,43] [,44] [,45] [1,] 1.154720e-08 2.678954e-09 5.490454e-10 9.940240e-11 1.589736e-11 [2,] 4.214800e-08 1.027639e-08 2.213489e-09 4.211889e-10 7.079978e-11 [3,] 1.428646e-07 3.660454e-08 8.285991e-09 1.657066e-09 2.927610e-10 [4,] 4.499507e-07 1.211394e-07 2.881642e-08 6.056375e-09 1.124595e-09 [5,] 1.317639e-06 3.727179e-07 9.316337e-08 2.057660e-08 4.015693e-09 [6,] 3.590699e-06 1.067002e-06 2.802192e-07 6.503672e-08 1.333980e-08 [7,] 9.114735e-06 2.844836e-06 7.848860e-07 1.914157e-07 4.126553e-08 [8,] 2.157782e-05 7.072192e-06 2.049570e-06 5.252065e-07 1.190159e-07 [9,] 4.770687e-05 1.641529e-05 4.996398e-06 1.345329e-06 3.205311e-07 [10,] 9.867015e-05 3.563245e-05 1.138943e-05 3.222767e-06 8.076790e-07 [11,] 1.912797e-04 7.247365e-05 2.432528e-05 7.235570e-06 1.909056e-06 [12,] 3.483551e-04 1.384345e-04 4.879466e-05 1.526670e-05 4.246774e-06 [13,] 5.975920e-04 2.490116e-04 9.219903e-05 3.037709e-05 8.930009e-06 [14,] 9.686608e-04 4.231702e-04 1.646990e-04 5.724868e-05 1.784923e-05 [15,] 1.489035e-03 6.820409e-04 2.793697e-04 1.027392e-04 3.414491e-05 [16,] 2.179916e-03 1.047337e-03 4.523436e-04 1.766892e-04 6.299595e-05 [17,] 3.054051e-03 1.540361e-03 7.033139e-04 2.932125e-04 1.129437e-04 [18,] 4.116685e-03 2.182343e-03 1.056694e-03 4.726196e-04 1.979310e-04 [19,] 5.369424e-03 2.996039e-03 1.543163e-03 7.436680e-04 3.399154e-04 [20,] 6.814993e-03 4.007243e-03 2.200337e-03 1.144949e-03 5.711787e-04 [21,] 8.460044e-03 5.244051e-03 3.070514e-03 1.723309e-03 9.344699e-04 [22,] 1.031405e-02 6.732312e-03 4.193824e-03 2.527146e-03 1.478535e-03 [23,] 1.238466e-02 8.487940e-03 5.597338e-03 3.594208e-03 2.247481e-03 [24,] 1.467222e-02 1.050942e-02 7.283976e-03 4.937073e-03 3.265391e-03 [25,] 1.716588e-02 1.277476e-02 9.227217e-03 6.533104e-03 4.521884e-03 [26,] 1.984173e-02 1.524453e-02 1.137600e-02 8.326122e-03 5.967109e-03 [27,] 2.265907e-02 1.786782e-02 1.366832e-02 1.024220e-02 7.522636e-03 [28,] 2.555043e-02 2.058378e-02 1.604504e-02 1.221304e-02 9.106874e-03 [29,] 2.840425e-02 2.331224e-02 1.845220e-02 1.419300e-02 1.066330e-02 [30,] 3.104772e-02 2.593498e-02 2.082594e-02 1.615601e-02 1.217426e-02 [31,] 3.324538e-02 2.827949e-02 2.306616e-02 1.806974e-02 1.364803e-02 [32,] 3.472928e-02 3.012350e-02 2.501742e-02 1.986032e-02 1.508244e-02 [33,] 3.526406e-02 3.123319e-02 2.647771e-02 2.139192e-02 1.642484e-02 [34,] 3.472943e-02 3.143043e-02 2.724372e-02 2.248148e-02 1.755516e-02 [35,] 3.318390e-02 3.066398e-02 2.717913e-02 2.295057e-02 1.830836e-02 [36,] 3.087356e-02 2.904891e-02 2.627504e-02 2.269280e-02 1.853031e-02 [37,] 2.817117e-02 2.684898e-02 2.467016e-02 2.172327e-02 1.814021e-02 [38,] 2.546469e-02 2.440244e-02 2.261660e-02 2.018380e-02 1.716784e-02 [39,] 2.304045e-02 2.202038e-02 2.040409e-02 1.830040e-02 1.574736e-02 [40,] 2.100938e-02 1.989964e-02 1.827506e-02 1.631332e-02 1.407275e-02 [41,] 1.930339e-02 1.808434e-02 1.636537e-02 1.441090e-02 1.233823e-02 [42,] 1.773656e-02 1.648612e-02 1.469018e-02 1.269202e-02 1.068953e-02 [43,] 1.609990e-02 1.494836e-02 1.317366e-02 1.116590e-02 9.201926e-03 [44,] 1.424930e-02 1.332390e-02 1.170441e-02 9.781159e-03 7.886085e-03 [45,] 1.215560e-02 1.153598e-02 1.019195e-02 8.467800e-03 6.711907e-03 [46,] 9.904789e-03 9.602822e-03 8.604250e-03 7.174610e-03 5.637572e-03 [47,] 7.657427e-03 7.623468e-03 6.976160e-03 5.890257e-03 4.632847e-03 [48,] 5.589204e-03 5.736759e-03 5.391142e-03 4.644110e-03 3.690591e-03 [49,] 3.837585e-03 4.073445e-03 3.947982e-03 3.490670e-03 2.825516e-03 [50,] 2.471704e-03 2.719837e-03 2.727554e-03 2.486756e-03 2.063786e-03 [,46] [,47] [,48] [,49] [,50] [1,] 2.245898e-12 2.802789e-13 3.089804e-14 3.009003e-15 2.588733e-16 [2,] 1.051332e-11 1.379120e-12 1.598189e-13 1.636214e-14 1.480055e-15 [3,] 4.569448e-11 6.300826e-12 7.676001e-13 8.262603e-14 7.859890e-15 [4,] 1.844986e-10 2.674362e-11 3.425444e-12 3.877558e-13 3.880406e-14 [5,] 6.924972e-10 1.055313e-10 1.421428e-11 1.692723e-12 1.783202e-13 [6,] 2.418244e-09 3.875084e-10 5.490730e-11 6.883213e-12 7.641568e-13 [7,] 7.865027e-09 1.325712e-09 1.977345e-10 2.612346e-11 3.062091e-12 [8,] 2.385682e-08 4.232509e-09 6.652716e-10 9.280266e-11 1.152145e-11 [9,] 6.761097e-08 1.263879e-08 2.097449e-09 3.099050e-10 4.095575e-11 [10,] 1.794550e-07 3.541062e-08 6.223597e-09 9.788367e-10 1.387466e-10 [11,] 4.475412e-07 9.349305e-08 1.748642e-08 2.949226e-09 4.530721e-10 [12,] 1.053292e-06 2.340138e-07 4.690791e-08 8.569150e-09 1.444597e-09 [13,] 2.352993e-06 5.596571e-07 1.213691e-07 2.429971e-08 4.549085e-09 [14,] 5.026198e-06 1.290965e-06 3.062261e-07 6.794729e-08 1.423206e-08 [15,] 1.035444e-05 2.900614e-06 7.603643e-07 1.882953e-07 4.413743e-08 [16,] 2.075157e-05 6.399110e-06 1.865936e-06 5.158925e-07 1.344108e-07 [17,] 4.073768e-05 1.391090e-05 4.514645e-06 1.385048e-06 3.967486e-07 [18,] 7.857063e-05 2.973163e-05 1.068199e-05 3.600048e-06 1.120821e-06 [19,] 1.485900e-04 6.202226e-05 2.444448e-05 8.952162e-06 2.999278e-06 [20,] 2.738300e-04 1.250419e-04 5.351101e-05 2.109032e-05 7.545798e-06 [21,] 4.875974e-04 2.412402e-04 1.110401e-04 4.673736e-05 1.775850e-05 [22,] 8.318413e-04 4.417096e-04 2.169524e-04 9.695194e-05 3.896769e-05 [23,] 1.350103e-03 7.629302e-04 3.973055e-04 1.876770e-04 7.956632e-05 [24,] 2.074585e-03 1.238264e-03 6.800909e-04 3.384082e-04 1.510020e-04 [25,] 3.010564e-03 1.884948e-03 1.086746e-03 5.679139e-04 2.662196e-04 [26,] 4.125381e-03 2.691017e-03 1.621053e-03 8.870215e-04 4.360169e-04 [27,] 5.350410e-03 3.609531e-03 2.260111e-03 1.290522e-03 6.637591e-04 [28,] 6.599936e-03 4.566809e-03 2.953657e-03 1.752299e-03 9.403719e-04 [29,] 7.801345e-03 5.485315e-03 3.635862e-03 2.228112e-03 1.242640e-03 [30,] 8.921629e-03 6.312595e-03 4.247510e-03 2.667751e-03 1.537390e-03 [31,] 9.973131e-03 7.040901e-03 4.759041e-03 3.032988e-03 1.791604e-03 [32,] 1.099086e-02 7.703883e-03 5.181452e-03 3.312890e-03 1.984769e-03 [33,] 1.199058e-02 8.348254e-03 5.556427e-03 3.527299e-03 2.117227e-03 [34,] 1.293124e-02 8.993758e-03 5.928215e-03 3.714504e-03 2.209138e-03 [35,] 1.370592e-02 9.603992e-03 6.311317e-03 3.908005e-03 2.289242e-03 [36,] 1.417099e-02 1.008657e-02 6.672229e-03 4.114388e-03 2.378553e-03 [37,] 1.420080e-02 1.032494e-02 6.936506e-03 4.304703e-03 2.477545e-03 [38,] 1.374021e-02 1.022609e-02 7.018306e-03 4.424533e-03 2.563905e-03 [39,] 1.282867e-02 9.759587e-03 6.856934e-03 4.417461e-03 2.602086e-03 [40,] 1.158628e-02 8.969520e-03 6.441930e-03 4.249546e-03 2.559404e-03 [41,] 1.017226e-02 7.956888e-03 5.815948e-03 3.922856e-03 2.420261e-03 [42,] 8.737706e-03 6.844713e-03 5.057390e-03 3.473206e-03 2.191923e-03 [43,] 7.392051e-03 5.743602e-03 4.254059e-03 2.955860e-03 1.900554e-03 [44,] 6.191480e-03 4.730470e-03 3.480379e-03 2.427775e-03 1.581130e-03 [45,] 5.146418e-03 3.843601e-03 2.785351e-03 1.934130e-03 1.266833e-03 [46,] 4.239269e-03 3.089785e-03 2.191504e-03 1.502500e-03 9.820505e-04 [47,] 3.443448e-03 2.456739e-03 1.700841e-03 1.143693e-03 7.401575e-04 [48,] 2.737572e-03 1.925228e-03 1.303160e-03 8.562085e-04 5.448931e-04 [49,] 2.111998e-03 1.477681e-03 9.835670e-04 6.315249e-04 3.933699e-04 [50,] 1.567974e-03 1.102211e-03 7.276510e-04 4.585434e-04 2.791869e-04 > 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 -32.126 2.484 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/1ff3a1257352559.ps tmp/1ff3a1257352559.png") > system("convert tmp/2ipj01257352559.ps tmp/2ipj01257352559.png") > system("convert tmp/3eeam1257352559.ps tmp/3eeam1257352559.png") > system("convert tmp/4tx971257352559.ps tmp/4tx971257352559.png") > system("convert tmp/58i1s1257352559.ps tmp/58i1s1257352559.png") > system("convert tmp/62x721257352559.ps tmp/62x721257352559.png") > system("convert tmp/7g6by1257352559.ps tmp/7g6by1257352559.png") > > > proc.time() user system elapsed 3.054 2.099 3.388