R version 2.6.0 (2007-10-03) Copyright (C) 2007 The R Foundation for Statistical Computing ISBN 3-900051-07-0 R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. 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 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > z <- c(96.92,96.06,96.59,96.67,97.27,96.38,96.47,96.05,96.76,96.51,96.55,95.97,97.00,97.46,97.90,98.42,98.54,99.00,98.94,99.02,100.07,98.72,98.73,98.04,99.08,99.22,99.57,100.44,100.84,100.75,100.49,99.98,99.96,99.76,100.11,99.79,100.29,101.12,102.65,102.71,103.39,102.80,102.07,102.15,101.21,101.27,101.86,101.65,101.94,102.62,102.71,103.39,104.51,104.09,104.29,104.57,105.39,105.15,106.13,105.46,106.47,106.62,106.52,108.04,107.15,107.32,107.76,107.26,107.89) > y <- c(2.90,2.63,2.67,1.81,1.33,0.88,1.28,1.26,1.26,1.29,1.10,1.37,1.21,1.74,1.76,1.48,1.04,1.62,1.49,1.79,1.80,1.58,1.86,1.74,1.59,1.26,1.13,1.92,2.61,2.26,2.41,2.26,2.03,2.86,2.55,2.27,2.26,2.57,3.07,2.76,2.51,2.87,3.14,3.11,3.16,2.47,2.57,2.89,2.63,2.38,1.69,1.96,2.19,1.87,1.60,1.63,1.22,1.21,1.49,1.64,1.66,1.77,1.82,1.78,1.28,1.29,1.37,1.12,1.51) > x <- c(95.90,96.06,96.31,96.34,96.49,96.22,96.53,96.50,96.77,96.66,96.58,96.63,97.06,97.73,98.01,97.76,97.49,97.77,97.96,98.23,98.51,98.19,98.37,98.31,98.60,98.97,99.11,99.64,100.03,99.98,100.32,100.44,100.51,101.00,100.88,100.55,100.83,101.51,102.16,102.39,102.54,102.85,103.47,103.57,103.69,103.50,103.47,103.45,103.48,103.93,103.89,104.40,104.79,104.77,105.13,105.26,104.96,104.75,105.01,105.15,105.20,105.77,105.78,106.26,106.13,106.12,106.57,106.44,106.54) > par7 = 'Voeding' > par6 = 'Kledingproducti' > par5 = 'Alg. Indexcijfe' > 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: Wessa P., (2007), 3-Dimensional Scatterplots (v1.0.3) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_cloud.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > #Technical description: Write here your technical program description > x <- array(x,dim=c(length(x),1)) > colnames(x) <- par5 > y <- array(y,dim=c(length(y),1)) > colnames(y) <- par6 > z <- array(z,dim=c(length(z),1)) > colnames(z) <- par7 > d <- data.frame(cbind(z,y,x)) > colnames(d) <- list(par7,par6,par5) > par1 <- as.numeric(par1) > par2 <- as.numeric(par2) > if (par1>500) par1 <- 500 > if (par2>500) par2 <- 500 > if (par1<10) par1 <- 10 > if (par2<10) par2 <- 10 > library(GenKern) Loading required package: KernSmooth KernSmooth 2.22 installed Copyright M. P. Wand 1997 Loading GenKern version 1.1 Copyright Lucy and Aykroyd 2000 last update October 2004 requires KernSmooth Package GenKern installed > library(lattice) > panel.hist <- function(x, ...) + { + usr <- par('usr'); on.exit(par(usr)) + par(usr = c(usr[1:2], 0, 1.5) ) + h <- hist(x, plot = FALSE) + breaks <- h$breaks; nB <- length(breaks) + y <- h$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/rcomp/tmp/1nugs1194256083.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/2346l1194256083.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/37ihk1194256083.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/4p2t11194256083.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/rcomp/tmp/5ubbq1194256083.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 -0.73293 0.02625 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/6r8n01194256084.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] 0.5495022 0.6095225 0.6695428 0.7295631 0.7895834 0.8496038 0.9096241 [8] 0.9696444 1.0296647 1.0896850 1.1497054 1.2097257 1.2697460 1.3297663 [15] 1.3897866 1.4498070 1.5098273 1.5698476 1.6298679 1.6898882 1.7499086 [22] 1.8099289 1.8699492 1.9299695 1.9899898 2.0500102 2.1100305 2.1700508 [29] 2.2300711 2.2900914 2.3501118 2.4101321 2.4701524 2.5301727 2.5901930 [36] 2.6502134 2.7102337 2.7702540 2.8302743 2.8902946 2.9503150 3.0103353 [43] 3.0703556 3.1303759 3.1903962 3.2504166 3.3104369 3.3704572 3.4304775 [50] 3.4904978 $yords [1] 93.70249 94.04137 94.38025 94.71912 95.05800 95.39688 95.73576 [8] 96.07464 96.41351 96.75239 97.09127 97.43015 97.76903 98.10790 [15] 98.44678 98.78566 99.12454 99.46342 99.80229 100.14117 100.48005 [22] 100.81893 101.15781 101.49668 101.83556 102.17444 102.51332 102.85219 [29] 103.19107 103.52995 103.86883 104.20771 104.54658 104.88546 105.22434 [36] 105.56322 105.90210 106.24097 106.57985 106.91873 107.25761 107.59649 [43] 107.93536 108.27424 108.61312 108.95200 109.29088 109.62975 109.96863 [50] 110.30751 $zden [,1] [,2] [,3] [,4] [,5] [,6] [1,] 0.102942179 0.149130776 0.205716243 0.27031308 0.33852814 0.40436003 [2,] 0.158657327 0.230349268 0.318534293 0.41972204 0.52731208 0.63216894 [3,] 0.232999086 0.339019870 0.469969660 0.62101781 0.78274785 0.94193708 [4,] 0.328439358 0.478853704 0.665377220 0.88162676 1.11473622 1.34635942 [5,] 0.447617791 0.653718138 0.910210053 1.20894825 1.53293774 1.85757010 [6,] 0.593195562 0.867374309 1.209574860 1.60964358 2.04569677 2.48559808 [7,] 0.766530225 1.121542230 1.565528406 2.08602222 2.65542203 3.23272150 [8,] 0.964944134 1.411984073 1.971720176 2.62905494 3.34990509 4.08320085 [9,] 1.178426494 1.723823805 2.407066909 3.21023878 4.09237630 4.99174649 [10,] 1.387667440 2.028829939 2.832190129 3.77717479 4.81632252 5.87781540 [11,] 1.565511311 2.287641649 3.192667700 4.25809680 5.43150414 6.63324280 [12,] 1.682690185 2.458136082 3.430680291 4.57732801 5.84350648 7.14580334 [13,] 1.716449389 2.507888272 3.502169330 4.67779492 5.98187226 7.33265875 [14,] 1.658650873 2.425769263 3.392652180 4.54156193 5.82546737 7.17012851 [15,] 1.519538450 2.227183117 3.124141220 4.19850310 5.41276847 6.70520052 [16,] 1.325075248 1.949978272 2.749162405 3.71796494 4.83078829 6.04150508 [17,] 1.108779476 1.642454857 2.333953083 3.18632048 4.18649559 5.30464743 [18,] 0.901576283 1.348635723 1.938083172 2.68010258 3.57308712 4.60192725 [19,] 0.723895723 1.096963682 1.599065759 2.24607460 3.04547103 3.99374183 [20,] 0.582804006 0.896438018 1.327466170 1.89544560 2.61394075 3.48731340 [21,] 0.474352532 0.740370608 1.112628070 1.61219774 2.25573485 3.05201779 [22,] 0.389064544 0.614623663 0.934490820 1.36928430 1.93625224 2.64593427 [23,] 0.317639641 0.505987331 0.775326532 1.14431240 1.62902883 2.24008903 [24,] 0.254648509 0.407424106 0.626803873 0.92855487 1.32659754 1.83076579 [25,] 0.199508791 0.319199359 0.491097482 0.72771558 1.04041741 1.43794393 [26,] 0.155403328 0.246974768 0.377717765 0.55693778 0.79340911 1.09467304 [27,] 0.127375529 0.198787668 0.298928061 0.43414869 0.61069760 0.83473047 [28,] 0.120563654 0.182398034 0.265932954 0.37482142 0.51272471 0.68395384 [29,] 0.138857460 0.203423644 0.286431699 0.38895220 0.51175216 0.65648972 [30,] 0.183752221 0.263875761 0.362903055 0.47926767 0.61029457 0.75389081 [31,] 0.253179468 0.360676153 0.490888434 0.63946617 0.79964603 0.96439312 [32,] 0.340532965 0.484376419 0.657433510 0.85249133 1.05819727 1.26159575 [33,] 0.434561302 0.618995071 0.840867479 1.09026920 1.35117304 1.60427267 [34,] 0.520795019 0.743942483 1.013263145 1.31668295 1.63402732 1.94001522 [35,] 0.584557453 0.838168337 1.145855069 1.49427772 1.86028827 2.21388495 [36,] 0.614691816 0.885375707 1.215965069 1.59298741 1.99197894 2.38018408 [37,] 0.606539972 0.878273988 1.212771901 1.59756907 2.00870992 2.41300148 [38,] 0.562906006 0.820076015 1.139509950 1.51065785 1.91169834 2.31122188 [39,] 0.492666540 0.722714500 1.011327408 1.35037555 1.72131143 2.09625095 [40,] 0.407777248 0.602769260 0.850041023 1.14394460 1.46973091 1.80408822 [41,] 0.320011773 0.476934356 0.678159329 0.92021769 1.19211050 1.47542959 [42,] 0.238592131 0.358636615 0.514297546 0.70377169 0.91935130 1.14727872 [43,] 0.169192246 0.256501416 0.370936792 0.51180120 0.67401137 0.84782773 [44,] 0.114117241 0.174435631 0.254286901 0.35359597 0.46920602 0.59458937 [45,] 0.073131089 0.112642935 0.165421343 0.23166475 0.30952859 0.39487931 [46,] 0.044439448 0.068920867 0.101880542 0.14358118 0.19301146 0.24770695 [47,] 0.025540293 0.039848759 0.059243575 0.08395206 0.11345681 0.14638123 [48,] 0.013843271 0.021710329 0.032436068 0.04618235 0.06270450 0.08128682 [49,] 0.007056519 0.011115346 0.016676747 0.02384192 0.03250569 0.04232473 [50,] 0.003374208 0.005334892 0.008033172 0.01152618 0.01577411 0.02062691 [,7] [,8] [,9] [,10] [,11] [,12] [1,] 0.46112238 0.50270642 0.52483809 0.52594319 0.50734578 0.4727543 [2,] 0.72400694 0.79331075 0.83326826 0.84112059 0.81850096 0.7706838 [3,] 1.08352719 1.19340180 1.26121545 1.28240273 1.25872971 1.1972576 [4,] 1.55535222 1.72162177 1.83010029 1.87362002 1.85377562 1.7795648 [5,] 2.15414624 2.39503068 2.55905099 2.63548373 2.62535835 2.5397507 [6,] 2.89145925 3.22635433 3.46145940 3.58143385 3.58632963 3.4895279 [7,] 3.76913082 4.21661396 4.53709699 4.70954823 4.73267785 4.6225229 [8,] 4.76775031 5.34282220 5.75970145 5.99073242 6.03298078 5.9054914 [9,] 5.83400335 6.54490480 7.06433205 7.35741853 7.41927460 7.2719709 [10,] 6.87483038 7.72022748 8.34284871 8.70059023 8.78614913 8.6238212 [11,] 7.76667974 8.73434477 9.45591453 9.88272556 10.00430715 9.8451251 [12,] 8.38254589 9.45053442 10.26369475 10.76816350 10.94917233 10.8279109 [13,] 8.62976185 9.77031349 10.66697843 11.26249479 11.53634694 11.5019548 [14,] 8.48313215 9.66830176 10.64170360 11.34450582 11.74888356 11.8557642 [15,] 7.99700534 9.20396261 10.24932508 11.07410909 11.64183611 11.9370693 [16,] 7.28832477 8.50203655 9.61519623 10.56941947 11.31883698 11.8296357 [17,] 6.49659383 7.70856012 8.88264785 9.96123060 10.88928961 11.6151066 [18,] 5.73817337 6.94169644 8.16296459 9.34507845 10.42535408 11.3371911 [19,] 5.07474343 6.25899054 7.50360062 8.75273447 9.93883639 10.9855251 [20,] 4.50789884 5.65379405 6.88741857 8.15511926 9.38836437 10.5073089 [21,] 3.99858089 5.07883665 6.26008258 7.49284549 8.71212236 9.8411105 [22,] 3.49882373 4.48249443 5.56964764 6.71751612 7.86904497 8.9562041 [23,] 2.97976023 3.83954726 4.79861880 5.82336699 6.86830213 7.8784088 [24,] 2.44466139 3.16393796 3.97524236 4.85589123 5.77424463 6.6907159 [25,] 1.92511358 2.50189206 3.16286472 3.89695605 4.68713119 5.5098765 [26,] 1.46659145 1.91319820 2.43667888 3.03709785 3.71140563 4.4514154 [27,] 1.11267205 1.45182097 1.86083419 2.34950091 2.92716051 3.5993640 [28,] 0.89459149 1.15384880 1.47510737 1.87585872 2.37573112 2.9921213 [29,] 0.82758107 1.03436201 1.29280650 1.62581436 2.06109564 2.6260882 [30,] 0.91118209 1.08958538 1.30537727 1.58455143 1.96082019 2.4701143 [31,] 1.12985135 1.29945805 1.48755647 1.72105093 2.03776714 2.4807866 [32,] 1.45241423 1.62832228 1.79975234 1.99254912 2.24689355 2.6116789 [33,] 1.83205424 2.02521112 2.18874758 2.34574706 2.53701678 2.8156843 [34,] 2.20995768 2.42719780 2.59043161 2.71861338 2.85142232 3.0442515 [35,] 2.52426468 2.76800022 2.93734979 3.04619187 3.13135372 3.2481690 [36,] 2.72260876 2.99051879 3.17036558 3.27052128 3.32344145 3.3819645 [37,] 2.77369935 3.05885363 3.25039014 3.35132410 3.38865921 3.4105714 [38,] 2.67323964 2.96493287 3.16541893 3.27307473 3.30900853 3.3152054 [39,] 2.44210964 2.72741671 2.93035949 3.04585299 3.08936801 3.0960245 [40,] 2.11834594 2.38416164 2.58055385 2.70040494 2.75440048 2.7709608 [41,] 1.74668946 1.98184444 2.16215674 2.27990296 2.34218292 2.3715031 [42,] 1.36934665 1.56632260 1.72262811 1.83111804 1.89655281 1.9366075 [43,] 1.01989566 1.17573003 1.30328399 1.39676869 1.45964402 1.5058288 [44,] 0.72049559 0.83668096 0.93451275 1.00988153 1.06563824 1.1128172 [45,] 0.48168524 0.56317410 0.63365157 0.69061877 0.73665332 0.7805126 [46,] 0.30398208 0.35767641 0.40536984 0.44585069 0.48149225 0.5191634 [47,] 0.18062720 0.21383909 0.24418092 0.27130707 0.29731809 0.3274572 [48,] 0.10082486 0.12010393 0.13827495 0.15546648 0.17341487 0.1959611 [49,] 0.05276703 0.06327323 0.07353545 0.08386545 0.09558896 0.1113776 [50,] 0.02585384 0.03123348 0.03671018 0.04260507 0.04985031 0.0601969 [,13] [,14] [,15] [,16] [,17] [,18] [1,] 0.42723750 0.3760504 0.3236751 0.2733051 0.2268034 0.1849957 [2,] 0.70504925 0.6293163 0.5501049 0.4721805 0.3984197 0.3302758 [3,] 1.10815435 1.0021614 0.8885406 0.7740204 0.6627941 0.5572328 [4,] 1.66439784 1.5226046 1.3666068 1.2054974 1.0451017 0.8890291 [5,] 2.39583091 2.2121847 2.0050139 1.7862483 1.5636903 1.3425124 [6,] 3.31265149 3.0794364 2.8107060 2.5218658 2.2231205 1.9215236 [7,] 4.40605044 4.1132917 3.7707947 3.3982976 3.0089638 2.6120622 [8,] 5.64145159 5.2783450 4.8496138 4.3802993 3.8871988 3.3822028 [9,] 6.95524956 6.5146276 5.9911570 5.4159169 4.8099991 4.1884483 [10,] 8.25896132 7.7442865 7.1279539 6.4470224 5.7272517 4.9875130 [11,] 9.45327216 8.8856605 8.1951027 7.4232197 6.6001974 5.7494788 [12,] 10.45020982 9.8717579 9.1453564 8.3141395 7.4116355 6.4665407 [13,] 11.19630431 10.6666265 9.9593258 9.1146561 8.1676011 7.1525615 [14,] 11.68638667 11.2719026 10.6454976 9.8396932 8.8885964 7.8323899 [15,] 11.95971233 11.7186815 11.2283835 10.5095164 9.5931003 8.5247063 [16,] 12.07756493 12.0462447 11.7284928 11.1309376 10.2799384 9.2255170 [17,] 12.09100621 12.2761508 12.1424101 11.6824256 10.9171636 9.8995269 [18,] 12.01363613 12.3938517 12.4325071 12.1103573 11.4428695 10.4835231 [19,] 11.81319870 12.3478996 12.5327559 12.3398115 11.7790349 10.9013919 [20,] 11.42743540 12.0693423 12.3706508 12.2978069 11.8548502 11.0864598 [21,] 10.79781743 11.5043682 11.8979760 11.9416757 11.6324460 11.0045515 [22,] 9.90559899 10.6461578 11.1181298 11.2820808 11.1262205 10.6704388 [23,] 8.79301379 9.5510789 10.0976157 10.3906352 10.4077392 10.1512319 [24,] 7.55944578 8.3308061 8.9549923 9.3868917 9.5920856 9.5533037 [25,] 6.33452723 7.1229136 7.8301636 8.4075966 8.8082605 8.9948022 [26,] 5.24088283 6.0524618 6.8459108 7.5691561 8.1633790 8.5721521 [27,] 4.36297568 5.2007468 6.0771889 6.9379193 7.7141809 8.3328720 [28,] 3.73367263 4.5928318 5.5396616 6.5195317 7.4568331 8.2653584 [29,] 3.34017784 4.2055965 5.1994275 6.2696642 7.3378158 8.3089993 [30,] 3.14187069 3.9885886 4.9962516 6.1187696 7.2791823 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1.474722e+00 1.026443e+00 6.821625e-01 [12,] 1.745388e+00 1.220772e+00 8.155267e-01 [13,] 1.975338e+00 1.388247e+00 9.322010e-01 [14,] 2.145503e+00 1.514617e+00 1.022082e+00 [15,] 2.246579e+00 1.592234e+00 1.079293e+00 [16,] 2.279896e+00 1.621010e+00 1.103047e+00 [17,] 2.254604e+00 1.606755e+00 1.096741e+00 [18,] 2.182389e+00 1.557581e+00 1.065638e+00 [19,] 2.072271e+00 1.480158e+00 1.014315e+00 [20,] 1.928153e+00 1.377733e+00 9.451915e-01 [21,] 1.750291e+00 1.250923e+00 8.589218e-01 [22,] 1.539645e+00 1.100652e+00 7.562981e-01 [23,] 1.302355e+00 9.313326e-01 6.404044e-01 [24,] 1.051556e+00 7.522569e-01 5.176146e-01 [25,] 8.053880e-01 5.763007e-01 3.967639e-01 [26,] 5.822979e-01 4.166388e-01 2.869332e-01 [27,] 3.960916e-01 2.832114e-01 1.950209e-01 [28,] 2.530099e-01 1.805890e-01 1.242501e-01 [29,] 1.517117e-01 1.079075e-01 7.409368e-02 [30,] 8.552285e-02 6.044459e-02 4.134093e-02 [31,] 4.550230e-02 3.180928e-02 2.160311e-02 [32,] 2.302111e-02 1.580187e-02 1.060233e-02 [33,] 1.121681e-02 7.474829e-03 4.914260e-03 [34,] 5.368291e-03 3.416793e-03 2.172980e-03 [35,] 2.594466e-03 1.544587e-03 9.325260e-04 [36,] 1.308969e-03 7.135961e-04 3.992741e-04 [37,] 7.113767e-04 3.504308e-04 1.774914e-04 [38,] 4.248256e-04 1.894638e-04 8.584378e-05 [39,] 2.796907e-04 1.147653e-04 4.689309e-05 [40,] 2.006449e-04 7.742511e-05 2.920537e-05 [41,] 1.535406e-04 5.683221e-05 2.031153e-05 [42,] 1.222243e-04 4.403439e-05 1.521428e-05 [43,] 9.878927e-05 3.497863e-05 1.183676e-05 [44,] 7.942506e-05 2.780488e-05 9.287472e-06 [45,] 6.250431e-05 2.171332e-05 7.191335e-06 [46,] 4.756565e-05 1.643322e-05 5.410751e-06 [47,] 3.468651e-05 1.193443e-05 3.912709e-06 [48,] 2.407295e-05 8.256090e-06 2.697915e-06 [49,] 1.581667e-05 5.410493e-06 1.763448e-06 [50,] 9.798249e-06 3.344612e-06 1.087810e-06 > 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 100.9177 0.1144 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/7pqok1194256084.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] 94.25242 94.53742 94.82242 95.10743 95.39243 95.67743 95.96244 [8] 96.24744 96.53244 96.81745 97.10245 97.38745 97.67246 97.95746 [15] 98.24246 98.52747 98.81247 99.09747 99.38248 99.66748 99.95248 [22] 100.23749 100.52249 100.80749 101.09250 101.37750 101.66251 101.94751 [29] 102.23251 102.51752 102.80252 103.08752 103.37253 103.65753 103.94253 [36] 104.22754 104.51254 104.79754 105.08255 105.36755 105.65255 105.93756 [43] 106.22256 106.50756 106.79257 107.07757 107.36257 107.64758 107.93258 [50] 108.21758 $yords [1] 93.70249 94.04137 94.38025 94.71912 95.05800 95.39688 95.73576 [8] 96.07464 96.41351 96.75239 97.09127 97.43015 97.76903 98.10790 [15] 98.44678 98.78566 99.12454 99.46342 99.80229 100.14117 100.48005 [22] 100.81893 101.15781 101.49668 101.83556 102.17444 102.51332 102.85219 [29] 103.19107 103.52995 103.86883 104.20771 104.54658 104.88546 105.22434 [36] 105.56322 105.90210 106.24097 106.57985 106.91873 107.25761 107.59649 [43] 107.93536 108.27424 108.61312 108.95200 109.29088 109.62975 109.96863 [50] 110.30751 $zden [,1] [,2] [,3] [,4] [,5] [1,] 1.082244e+00 8.746306e-01 5.982130e-01 4.250413e-01 2.400445e-01 [2,] 1.468369e+00 1.737526e+00 1.441276e+00 9.725507e-01 6.668294e-01 [3,] 1.300548e+00 2.168283e+00 2.619601e+00 2.232728e+00 1.502259e+00 [4,] 7.744397e-01 1.789542e+00 3.018924e+00 3.714934e+00 3.253439e+00 [5,] 2.724521e-01 9.841617e-01 2.326122e+00 3.970130e+00 4.965392e+00 [6,] 4.823711e-02 3.147665e-01 1.184421e+00 2.864188e+00 4.943188e+00 [7,] 4.444477e-03 5.077106e-02 3.463596e-01 1.355962e+00 3.353701e+00 [8,] 9.357085e-04 5.222138e-03 5.197657e-02 3.651832e-01 1.484318e+00 [9,] 6.603777e-04 2.075500e-03 7.299713e-03 5.312883e-02 3.715043e-01 [10,] 4.041367e-04 1.508027e-03 4.596615e-03 1.234649e-02 5.687096e-02 [11,] 1.594492e-04 8.697080e-04 3.248533e-03 9.777511e-03 2.340179e-02 [12,] 3.014949e-05 3.062894e-04 1.751203e-03 6.593134e-03 1.969417e-02 [13,] 4.760279e-06 5.211184e-05 5.476514e-04 3.294539e-03 1.259467e-02 [14,] 5.093862e-06 1.240419e-05 8.820655e-05 9.137065e-04 5.784393e-03 [15,] 7.099170e-06 1.681815e-05 3.541817e-05 1.541833e-04 1.431909e-03 [16,] 5.611749e-06 2.144599e-05 5.217148e-05 1.035282e-04 2.964088e-04 [17,] 2.064844e-06 1.496850e-05 6.036623e-05 1.515477e-04 2.952068e-04 [18,] 3.236898e-07 4.788238e-06 3.710693e-05 1.582627e-04 4.116128e-04 [19,] 2.061481e-08 6.468450e-07 1.030339e-05 8.547004e-05 3.863108e-04 [20,] 5.196177e-10 3.531912e-08 1.198289e-06 2.056936e-05 1.828706e-04 [21,] 5.114051e-12 7.611667e-10 5.606474e-08 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1.888568e-63 2.208633e-57 [36,] 1.019783e-91 2.228191e-84 2.390447e-77 1.259180e-70 3.256708e-64 [37,] 2.423793e-100 1.171226e-92 2.778866e-85 3.237253e-78 1.851688e-71 [38,] 2.221342e-109 2.373891e-101 1.245628e-93 3.209206e-86 4.059654e-79 [39,] 7.849974e-119 1.855299e-110 2.152989e-102 1.226737e-94 3.431968e-87 [40,] 1.069680e-128 5.591136e-120 1.434922e-111 1.808166e-103 1.118743e-95 [41,] 5.620469e-139 6.497093e-130 3.687632e-121 1.027680e-112 1.406211e-104 [42,] 1.138752e-149 2.911225e-140 3.654302e-131 2.252242e-122 6.815657e-114 [43,] 8.896283e-161 5.029859e-151 1.396320e-141 1.903251e-132 1.273765e-123 [44,] 2.679979e-172 3.351033e-162 2.057350e-152 6.201825e-143 9.179369e-134 [45,] 3.112980e-184 8.608435e-174 1.168837e-163 7.792305e-154 2.550703e-144 [46,] 1.394329e-196 8.527336e-186 2.560610e-175 3.775335e-165 2.733063e-155 [47,] 2.408106e-209 3.257049e-198 2.162992e-187 7.052895e-177 1.129177e-166 [48,] 1.603728e-222 4.797109e-211 7.045477e-200 5.080696e-189 1.798945e-178 [49,] 4.118192e-236 2.724306e-224 8.848858e-213 1.411239e-201 1.105085e-190 [50,] 4.077819e-250 5.965921e-238 4.285574e-226 1.511550e-214 2.617689e-203 [,6] [,7] [,8] [,9] [,10] [1,] 7.874241e-02 1.335035e-02 1.130694e-03 4.731976e-05 9.747512e-07 [2,] 3.834111e-01 1.333077e-01 2.432564e-02 2.229566e-03 1.011847e-04 [3,] 9.932670e-01 5.743581e-01 2.101024e-01 4.113343e-02 4.074716e-03 [4,] 2.204031e+00 1.410438e+00 8.104387e-01 3.089803e-01 6.461451e-02 [5,] 4.464925e+00 3.071053e+00 1.916842e+00 1.083208e+00 4.254279e-01 [6,] 6.270875e+00 5.782388e+00 4.065552e+00 2.502052e+00 1.380973e+00 [7,] 5.846416e+00 7.506707e+00 7.086180e+00 5.118802e+00 3.145882e+00 [8,] 3.752672e+00 6.597663e+00 8.552319e+00 8.246695e+00 6.140556e+00 [9,] 1.561966e+00 4.035714e+00 7.144882e+00 9.321696e+00 9.154815e+00 [10,] 3.680237e-01 1.588031e+00 4.195411e+00 7.475389e+00 9.783618e+00 [11,] 6.813944e-02 3.603696e-01 1.566818e+00 4.236999e+00 7.609442e+00 [12,] 4.549453e-02 9.545643e-02 3.583976e-01 1.507131e+00 4.170916e+00 [13,] 3.739327e-02 8.608665e-02 1.522009e-01 3.781306e-01 1.423512e+00 [14,] 2.261937e-02 6.684761e-02 1.549198e-01 2.570362e-01 4.433831e-01 [15,] 9.472829e-03 3.814293e-02 1.124993e-01 2.627848e-01 4.323648e-01 [16,] 2.140731e-03 1.447751e-02 6.031330e-02 1.782318e-01 4.189220e-01 [17,] 6.432608e-04 3.152733e-03 2.070903e-02 8.932613e-02 2.657776e-01 [18,] 8.014374e-04 1.518324e-03 4.825381e-03 2.794899e-02 1.238382e-01 [19,] 1.044503e-03 2.050048e-03 3.661933e-03 8.127803e-03 3.625862e-02 [20,] 8.776285e-04 2.474966e-03 4.920649e-03 8.613411e-03 1.530773e-02 [21,] 3.633598e-04 1.855015e-03 5.473345e-03 1.106518e-02 1.927915e-02 [22,] 6.542119e-05 6.703373e-04 3.646687e-03 1.129150e-02 2.329641e-02 [23,] 4.829791e-06 1.041941e-04 1.147929e-03 6.665318e-03 2.171992e-02 [24,] 1.417738e-07 6.601097e-06 1.538644e-04 1.824365e-03 1.132342e-02 [25,] 1.628642e-09 1.657493e-07 8.359777e-06 2.106435e-04 2.690274e-03 [26,] 7.264807e-12 1.626116e-09 1.794971e-07 9.809284e-06 2.673155e-04 [27,] 1.253627e-14 6.189837e-12 1.503676e-09 1.800511e-07 1.066389e-05 [28,] 8.354104e-18 9.111595e-15 4.884037e-12 1.287740e-09 1.672842e-07 [29,] 2.148160e-21 5.178726e-18 6.132670e-15 3.568782e-12 1.021331e-09 [30,] 2.130618e-25 1.135671e-21 2.972815e-18 3.822366e-15 2.414902e-12 [31,] 8.149719e-30 9.605922e-26 5.559778e-22 1.580282e-18 2.206185e-15 [32,] 1.202102e-34 3.133392e-30 4.010408e-26 2.520460e-22 7.778953e-19 [33,] 6.837326e-40 3.941390e-35 1.115586e-30 1.550439e-26 1.058084e-22 [34,] 1.499583e-45 1.911741e-40 1.196667e-35 3.677963e-31 5.550571e-27 [35,] 1.268209e-51 3.575588e-46 4.949802e-41 3.364447e-36 1.122866e-31 [36,] 4.135667e-58 2.578704e-52 7.894782e-47 1.186759e-41 8.759306e-37 [37,] 5.200370e-65 7.171169e-59 4.855434e-53 1.614168e-47 2.634832e-42 [38,] 2.521479e-72 7.689732e-66 1.151461e-59 8.465829e-54 3.056134e-48 [39,] 4.714216e-80 3.179550e-73 1.052940e-66 1.712080e-60 1.366868e-54 [40,] 3.398573e-88 5.069359e-81 3.712713e-74 1.335094e-67 2.357298e-61 [41,] 9.447495e-97 3.116545e-89 5.047916e-82 4.014513e-75 1.567602e-68 [42,] 1.012684e-105 7.388066e-98 2.646487e-90 4.654688e-83 4.019699e-76 [43,] 4.185579e-115 6.753252e-107 5.349983e-99 2.081008e-91 3.974452e-84 [44,] 6.670815e-125 2.380327e-116 4.170385e-108 3.587549e-100 1.515310e-92 [45,] 4.099454e-135 3.235074e-126 1.253500e-117 2.384770e-109 2.227669e-101 [46,] 9.714392e-146 1.695407e-136 1.452828e-127 6.112750e-119 1.262819e-110 [47,] 8.876223e-157 3.425998e-147 6.492739e-138 6.041583e-129 2.760296e-120 [48,] 3.127404e-168 2.669581e-158 1.118882e-148 2.302540e-139 2.326549e-130 [49,] 4.248758e-180 8.020873e-170 7.434696e-160 3.383660e-150 7.561227e-141 [50,] 2.225789e-192 9.292741e-182 1.904959e-171 1.917385e-161 9.475783e-152 [,11] [,12] [,13] [,14] [,15] [1,] 9.868538e-09 4.907550e-11 1.198471e-13 1.437145e-16 8.461894e-20 [2,] 2.262109e-06 2.486333e-08 1.342500e-10 3.559951e-13 4.635463e-16 [3,] 2.004301e-04 4.862008e-06 5.801091e-08 3.400889e-10 9.792227e-13 [4,] 6.905085e-03 3.678488e-04 9.679122e-06 1.253487e-07 7.978195e-10 [5,] 9.444299e-02 1.085794e-02 6.257081e-04 1.784994e-05 2.508522e-07 [6,] 5.511570e-01 1.287719e-01 1.586149e-02 9.869629e-04 3.050146e-05 [7,] 1.692943e+00 6.766481e-01 1.644510e-01 2.156817e-02 1.444950e-03 [8,] 3.817955e+00 2.012335e+00 7.948099e-01 1.979463e-01 2.738944e-02 [9,] 7.035786e+00 4.477858e+00 2.335972e+00 9.039001e-01 2.266968e-01 [10,] 9.746827e+00 7.723170e+00 5.076486e+00 2.659628e+00 1.007748e+00 [11,] 9.963038e+00 1.001483e+01 8.149217e+00 5.559453e+00 2.971094e+00 [12,] 7.582105e+00 9.922980e+00 1.000001e+01 8.294562e+00 5.873460e+00 [13,] 4.008767e+00 7.423768e+00 9.735332e+00 9.773098e+00 8.172761e+00 [14,] 1.338726e+00 3.765199e+00 7.149893e+00 9.453695e+00 9.410475e+00 [15,] 5.854994e-01 1.285271e+00 3.463474e+00 6.764231e+00 9.099431e+00 [16,] 6.998357e-01 8.395307e-01 1.303522e+00 3.139507e+00 6.271353e+00 [17,] 6.272634e-01 1.072848e+00 1.235921e+00 1.435291e+00 2.839953e+00 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1.179159e-15 8.781354e-13 3.214525e-10 5.790050e-08 5.141653e-06 [33,] 3.545880e-19 5.836200e-16 4.718912e-13 1.875275e-10 3.666010e-08 [34,] 4.113143e-23 1.496752e-19 2.674920e-16 2.348291e-13 1.013108e-10 [35,] 1.840064e-27 1.480639e-23 5.850524e-20 1.135308e-16 1.082157e-13 [36,] 3.174389e-32 5.648707e-28 4.935620e-24 2.117671e-20 4.462087e-17 [37,] 2.111722e-37 8.310233e-33 1.605764e-28 1.523532e-24 7.098074e-21 [38,] 5.416930e-43 4.714375e-38 2.014567e-33 4.226979e-29 4.354894e-25 [39,] 5.358040e-49 1.031275e-43 9.746018e-39 4.522369e-34 1.030373e-29 [40,] 2.043587e-55 8.698831e-50 1.818074e-44 1.865718e-39 9.400829e-35 [41,] 3.005482e-62 2.829317e-56 1.307770e-50 2.968002e-45 3.307353e-40 [42,] 1.704400e-69 3.548453e-63 3.627343e-57 1.820625e-51 4.486786e-46 [43,] 3.726966e-77 1.716023e-70 3.879476e-64 4.306308e-58 2.347035e-52 [44,] 3.142530e-85 3.199980e-78 1.599916e-71 3.927619e-65 4.734166e-59 [45,] 1.021712e-93 2.300897e-86 2.544178e-79 1.381275e-72 3.682091e-66 [46,] 1.280911e-102 6.379513e-95 1.560049e-87 1.873142e-80 1.104296e-73 [47,] 6.192039e-112 6.820290e-104 3.688535e-96 9.794608e-89 1.277033e-81 [48,] 1.154224e-121 2.811638e-113 3.362875e-105 1.974895e-97 5.694549e-90 [49,] 8.296031e-132 4.469307e-123 1.182203e-114 1.535415e-106 9.791329e-99 [50,] 2.299286e-142 2.739448e-133 1.602563e-124 4.603086e-116 6.491800e-108 [,16] [,17] [,18] [,19] [,20] [1,] 2.446359e-23 3.472615e-27 2.420337e-31 8.282806e-36 1.391750e-40 [2,] 2.963730e-19 9.304059e-23 1.434138e-26 1.085406e-30 4.033443e-35 [3,] 1.384531e-15 9.612281e-19 3.276731e-22 5.484547e-26 4.507380e-30 [4,] 2.494260e-12 3.829400e-15 2.886893e-18 1.068623e-21 1.942252e-25 [5,] 1.733263e-09 5.883459e-12 9.808038e-15 8.028878e-18 3.227208e-21 [6,] 4.649964e-07 3.487330e-09 1.285179e-11 2.326269e-14 2.067756e-17 [7,] 4.831368e-05 7.985469e-07 6.498761e-09 2.599879e-11 5.109447e-14 [8,] 1.966603e-03 7.099224e-05 1.270937e-06 1.121890e-08 4.871214e-11 [9,] 3.266009e-02 2.495135e-03 9.690075e-05 1.875866e-06 1.794683e-08 [10,] 2.502727e-01 3.689057e-02 2.965290e-03 1.231609e-04 2.570710e-06 [11,] 1.112485e+00 2.706240e-01 3.999547e-02 3.327773e-03 1.463990e-04 [12,] 3.245059e+00 1.220977e+00 2.910645e-01 4.236545e-02 3.572533e-03 [13,] 5.975674e+00 3.443906e+00 1.327751e+00 3.143110e-01 4.470716e-02 [14,] 7.824233e+00 5.844559e+00 3.526037e+00 1.417470e+00 3.404819e-01 [15,] 8.974116e+00 7.307725e+00 5.488657e+00 3.459387e+00 1.468443e+00 [16,] 8.664675e+00 8.500247e+00 6.690229e+00 4.949085e+00 3.234526e+00 [17,] 5.689375e+00 8.127886e+00 7.997651e+00 6.035601e+00 4.292969e+00 [18,] 2.613723e+00 5.054964e+00 7.473024e+00 7.453952e+00 5.393297e+00 [19,] 2.150679e+00 2.500350e+00 4.418405e+00 6.703999e+00 6.847203e+00 [20,] 3.264830e+00 2.729388e+00 2.520273e+00 3.832524e+00 5.850022e+00 [21,] 3.182466e+00 4.050580e+00 3.399315e+00 2.670663e+00 3.341709e+00 [22,] 1.874371e+00 3.573647e+00 4.733989e+00 4.082652e+00 2.927279e+00 [23,] 8.090186e-01 1.947775e+00 3.779411e+00 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8.569862e-03 1.402450e-03 1.148764e-04 [27,] 1.189385e-01 3.388776e-02 1.462747e-02 4.864434e-03 8.649448e-04 [28,] 2.874185e-01 8.218567e-02 1.950708e-02 7.365385e-03 2.567298e-03 [29,] 4.282381e-01 1.912931e-01 5.511167e-02 1.142690e-02 3.545920e-03 [30,] 8.178004e-01 3.144853e-01 1.235694e-01 3.550186e-02 6.779722e-03 [31,] 1.834704e+00 7.855189e-01 2.505266e-01 7.978386e-02 2.193398e-02 [32,] 2.658992e+00 1.745028e+00 7.542035e-01 2.160315e-01 5.379910e-02 [33,] 2.944858e+00 2.478282e+00 1.626688e+00 7.112843e-01 1.951334e-01 [34,] 3.247040e+00 3.012107e+00 2.406864e+00 1.528298e+00 6.621109e-01 [35,] 3.293319e+00 3.733408e+00 3.331361e+00 2.509829e+00 1.503985e+00 [36,] 3.507342e+00 3.860967e+00 4.425243e+00 3.903596e+00 2.817820e+00 [37,] 5.586897e+00 3.920584e+00 4.403513e+00 5.228894e+00 4.683184e+00 [38,] 6.754104e+00 5.590220e+00 4.141179e+00 4.808498e+00 6.014917e+00 [39,] 4.017062e+00 5.817090e+00 5.267266e+00 4.121593e+00 4.984924e+00 [40,] 1.299781e+00 2.956455e+00 4.730239e+00 4.675009e+00 3.861257e+00 [41,] 3.885883e-01 8.272850e-01 2.056406e+00 3.632712e+00 3.909051e+00 [42,] 1.072432e-01 2.220291e-01 4.962123e-01 1.352153e+00 2.634112e+00 [43,] 1.564404e-02 5.440991e-02 1.185930e-01 2.804211e-01 8.401116e-01 [44,] 9.661668e-04 6.883496e-03 2.565490e-02 5.916664e-02 1.492126e-01 [45,] 2.386541e-05 3.652070e-04 2.808977e-03 1.123757e-02 2.754912e-02 [46,] 2.310894e-07 7.719241e-06 1.279238e-04 1.062912e-03 4.571206e-03 [47,] 8.694450e-10 6.384279e-08 2.312804e-06 4.151964e-05 3.728982e-04 [48,] 1.265843e-12 2.049902e-10 1.633535e-08 6.418748e-07 1.248585e-05 [49,] 7.118039e-16 2.545960e-13 4.475770e-11 3.870970e-09 1.650025e-07 [50,] 1.544563e-19 1.221061e-16 4.741928e-14 9.050021e-12 8.495374e-10 [,36] [,37] [,38] [,39] [,40] [1,] 5.455971e-159 5.136298e-169 2.374162e-179 5.388309e-190 6.004496e-201 [2,] 5.178354e-148 1.078128e-157 1.102125e-167 5.531886e-178 1.363320e-188 [3,] 1.895153e-137 8.726160e-147 1.972804e-156 2.189913e-166 1.193580e-176 [4,] 2.674407e-127 2.723370e-136 1.361657e-145 3.342804e-155 4.029359e-165 [5,] 1.455282e-117 3.277379e-126 3.624000e-135 1.967577e-144 5.245141e-154 [6,] 3.053500e-108 1.520820e-116 3.719116e-125 4.465639e-134 2.632749e-143 [7,] 2.470483e-99 2.721210e-107 1.471717e-115 3.908124e-124 5.095591e-133 [8,] 7.707243e-91 1.877499e-98 2.245650e-106 1.318824e-114 3.802885e-123 [9,] 9.271483e-83 4.994938e-90 1.321274e-97 1.716082e-105 1.094372e-113 [10,] 4.300615e-75 5.124032e-82 2.997609e-89 8.610337e-97 1.214360e-104 [11,] 7.692135e-68 2.026881e-74 2.622357e-81 1.665855e-88 5.195948e-96 [12,] 5.305139e-61 3.091563e-67 8.845895e-74 1.242761e-80 8.572654e-88 [13,] 1.410854e-54 1.818286e-60 1.150602e-66 3.574958e-73 5.453796e-80 [14,] 1.446806e-48 4.123673e-54 5.770911e-60 3.965415e-66 1.337877e-72 [15,] 5.721460e-43 3.606252e-48 1.116101e-53 1.696061e-59 1.265511e-65 [16,] 8.727460e-38 1.216303e-42 8.324158e-48 2.797392e-53 4.615991e-59 [17,] 5.139989e-33 1.582873e-37 2.394720e-42 1.779385e-47 6.492787e-53 [18,] 1.173120e-28 7.963572e-33 2.660020e-37 4.367400e-42 3.522816e-47 [19,] 1.052093e-24 1.560178e-28 1.145147e-32 4.144308e-37 7.380235e-42 [20,] 3.892762e-21 1.222452e-24 1.938006e-28 1.531789e-32 5.993288e-37 [21,] 6.798496e-18 4.173146e-21 1.354909e-24 2.266192e-28 1.914194e-32 [22,] 6.773250e-15 7.446624e-18 4.484192e-21 1.464232e-24 2.529766e-28 [23,] 3.821860e-12 7.838211e-15 8.481269e-18 4.962056e-21 1.588317e-24 [24,] 1.008450e-09 4.254843e-12 9.060576e-15 9.913725e-18 5.711851e-21 [25,] 1.093806e-07 9.978120e-10 4.512468e-12 1.017561e-14 1.156577e-17 [26,] 4.660495e-06 9.334761e-08 9.224510e-10 4.501508e-12 1.087903e-14 [27,] 7.708668e-05 3.400926e-06 7.401238e-08 7.936407e-10 4.193785e-12 [28,] 4.950511e-04 4.798868e-05 2.302293e-06 5.445358e-08 6.341249e-10 [29,] 1.261089e-03 2.628919e-04 2.770496e-05 1.445192e-06 3.715146e-08 [30,] 1.660674e-03 5.778067e-04 1.295237e-04 1.482972e-05 8.409478e-07 [31,] 4.012486e-03 7.729826e-04 2.479597e-04 5.921626e-05 7.358549e-06 [32,] 1.313434e-02 2.329660e-03 3.646052e-04 1.004014e-04 2.513530e-05 [33,] 3.940882e-02 7.833849e-03 1.314336e-03 1.758023e-04 3.883071e-05 [34,] 1.787577e-01 3.157330e-02 4.865640e-03 7.233613e-04 8.618916e-05 [35,] 6.249640e-01 1.646785e-01 2.700395e-02 3.295543e-03 3.974473e-04 [36,] 1.595062e+00 6.226374e-01 1.558275e-01 2.415360e-02 2.485598e-03 [37,] 3.319598e+00 1.816692e+00 6.734553e-01 1.576430e-01 2.282266e-02 [38,] 5.580042e+00 3.964581e+00 2.153109e+00 7.843710e-01 1.752700e-01 [39,] 6.640606e+00 6.469379e+00 4.672096e+00 2.561403e+00 9.477718e-01 [40,] 4.885696e+00 6.980287e+00 7.209476e+00 5.343737e+00 2.981192e+00 [41,] 3.404119e+00 4.518101e+00 6.954839e+00 7.666633e+00 5.877000e+00 [42,] 3.078679e+00 2.824168e+00 3.938731e+00 6.550895e+00 7.743498e+00 [43,] 1.801939e+00 2.282561e+00 2.204809e+00 3.235440e+00 5.823027e+00 [44,] 4.927055e-01 1.161435e+00 1.591714e+00 1.619407e+00 2.503466e+00 [45,] 7.468219e-02 2.723381e-01 7.042103e-01 1.042794e+00 1.118541e+00 [46,] 1.196220e-02 3.511521e-02 1.416092e-01 4.009478e-01 6.409912e-01 [47,] 1.726261e-03 4.840253e-03 1.548896e-02 6.912984e-02 2.139723e-01 [48,] 1.212750e-04 6.050312e-04 1.823840e-03 6.399648e-03 3.162026e-02 [49,] 3.478687e-06 3.655839e-05 1.967595e-04 6.395900e-04 2.473226e-03 [50,] 3.928715e-08 8.978919e-07 1.021396e-05 5.935888e-05 2.086303e-04 [,41] [,42] [,43] [,44] [,45] [1,] 3.285357e-212 8.826138e-224 1.164235e-235 7.540372e-248 2.397876e-260 [2,] 1.649697e-199 9.801499e-211 2.859321e-222 4.095579e-234 2.880379e-246 [3,] 3.194173e-187 4.197080e-198 2.707809e-209 8.577698e-221 1.334153e-232 [4,] 2.384751e-175 6.929983e-186 9.887880e-197 6.927176e-208 2.382820e-219 [5,] 6.865381e-164 4.412189e-174 1.392277e-184 2.157143e-195 1.641022e-206 [6,] 7.621092e-153 1.083196e-162 7.559251e-173 2.590196e-183 4.357810e-194 [7,] 3.262141e-142 1.025399e-151 1.582577e-161 1.199276e-171 4.462263e-182 [8,] 5.384207e-132 3.742935e-141 1.277570e-150 2.141111e-160 1.761877e-170 [9,] 3.426681e-122 5.268228e-131 3.976833e-140 1.473982e-149 2.682434e-159 [10,] 8.409234e-113 2.859220e-121 4.773322e-130 3.912693e-139 1.574755e-148 [11,] 7.957458e-104 5.983645e-112 2.209222e-120 4.004928e-129 3.564776e-138 [12,] 2.903522e-95 4.828553e-103 3.942673e-111 1.580690e-119 3.111605e-128 [13,] 4.085159e-87 1.502454e-94 2.713159e-102 2.405644e-110 1.047296e-118 [14,] 2.216287e-79 1.802679e-86 7.199340e-94 1.411722e-101 1.359213e-109 [15,] 4.636328e-72 8.339994e-79 7.366138e-86 3.194451e-93 6.801972e-101 [16,] 3.739961e-65 1.487838e-71 2.906220e-78 2.787305e-85 1.312572e-92 [17,] 1.163342e-58 1.023488e-64 4.421288e-71 9.377810e-78 9.766487e-85 [18,] 1.395617e-52 2.715126e-58 2.593760e-64 1.216659e-70 2.802201e-77 [19,] 6.460400e-47 2.778327e-52 5.868401e-58 6.087034e-64 3.100334e-70 [20,] 1.156302e-41 1.097808e-46 5.123479e-52 1.174749e-57 1.322945e-63 [21,] 8.063328e-37 1.681674e-41 1.729636e-46 8.754733e-52 2.178356e-57 [22,] 2.252926e-32 1.013769e-36 2.275738e-41 2.529865e-46 1.387111e-51 [23,] 2.756785e-28 2.533409e-32 1.201023e-36 2.878698e-41 3.443577e-46 [24,] 1.776365e-24 3.019936e-28 2.784602e-32 1.360674e-36 3.433218e-41 [25,] 6.744038e-21 2.067079e-24 3.414590e-28 3.081337e-32 1.508775e-36 [26,] 1.309742e-17 7.938989e-21 2.465264e-24 4.017321e-28 3.523105e-32 [27,] 1.093465e-14 1.410949e-17 9.062509e-21 2.927824e-24 4.839409e-28 [28,] 3.634825e-12 1.026016e-14 1.428243e-17 9.833898e-21 3.368224e-24 [29,] 4.700034e-10 2.924822e-12 8.953636e-15 1.349179e-17 1.002185e-20 [30,] 2.349554e-08 3.229519e-10 2.182683e-12 7.252537e-15 1.185037e-17 [31,] 4.535266e-07 1.377043e-08 2.056510e-10 1.509744e-12 5.447217e-15 [32,] 3.384493e-06 2.266551e-07 7.478146e-09 1.213366e-10 9.676141e-13 [33,] 9.916984e-06 1.442875e-06 1.049572e-07 3.762506e-09 6.632322e-11 [34,] 1.461011e-05 3.645054e-06 5.702113e-07 4.503075e-08 1.753717e-09 [35,] 4.244839e-05 5.473603e-06 1.253344e-06 2.089460e-07 1.789929e-08 [36,] 2.281314e-04 2.089360e-05 2.088510e-06 4.061737e-07 7.103653e-08 [37,] 2.079203e-03 1.450244e-04 1.044145e-05 8.235736e-07 1.256347e-07 [38,] 2.359950e-02 1.937189e-03 1.073315e-04 5.567025e-06 3.382952e-07 [39,] 2.112444e-01 2.729222e-02 2.057940e-03 9.556258e-05 3.462629e-06 [40,] 1.142334e+00 2.640505e-01 3.443959e-02 2.501883e-03 1.037594e-04 [41,] 3.346594e+00 1.337271e+00 3.277453e-01 4.494492e-02 3.327480e-03 [42,] 6.180331e+00 3.597693e+00 1.498753e+00 3.927208e-01 5.787280e-02 [43,] 7.403489e+00 6.189529e+00 3.690118e+00 1.597015e+00 4.475354e-01 [44,] 4.877991e+00 6.682432e+00 5.882912e+00 3.602218e+00 1.612614e+00 [45,] 1.823923e+00 3.846449e+00 5.681303e+00 5.289783e+00 3.339104e+00 [46,] 7.260321e-01 1.250502e+00 2.851783e+00 4.540798e+00 4.486748e+00 [47,] 3.691604e-01 4.424542e-01 8.062163e-01 1.985783e+00 3.406129e+00 [48,] 1.068429e-01 1.989173e-01 2.528801e-01 4.883220e-01 1.297282e+00 [49,] 1.352622e-02 4.983625e-02 1.001455e-01 1.353858e-01 2.775776e-01 [50,] 8.927970e-04 5.402186e-03 2.168348e-02 4.704796e-02 6.781123e-02 [,46] [,47] [,48] [,49] [,50] [1,] 3.744060e-273 2.870576e-286 1.080490e-299 1.997157e-313 0.000000e+00 [2,] 9.946403e-259 1.686522e-271 1.403928e-284 5.738995e-298 1.151732e-311 [3,] 1.018878e-244 3.820742e-257 7.033988e-270 6.359052e-283 2.822337e-296 [4,] 4.024466e-231 3.337592e-243 1.358902e-255 2.716930e-268 2.666834e-281 [5,] 6.129595e-218 1.124233e-229 1.012308e-241 4.476128e-254 9.716755e-267 [6,] 3.599864e-205 1.460193e-216 2.907820e-228 2.843525e-240 1.365139e-252 [7,] 8.152170e-193 7.313026e-204 3.220738e-215 6.965375e-227 7.395463e-239 [8,] 7.118591e-181 1.412270e-191 1.375552e-202 6.579088e-214 1.544855e-225 [9,] 2.396888e-169 1.051649e-179 2.265329e-190 2.396182e-201 1.244351e-212 [10,] 3.111945e-158 3.019636e-168 1.438520e-178 3.365147e-189 3.864809e-200 [11,] 1.557943e-147 3.343289e-157 3.522382e-167 1.822317e-177 4.628595e-188 [12,] 3.007490e-137 1.427336e-146 3.325751e-156 3.805195e-166 2.137486e-176 [13,] 2.238668e-127 2.349694e-136 1.210810e-145 3.063817e-155 3.806187e-165 [14,] 6.425517e-118 1.491521e-126 1.699789e-135 9.512212e-145 2.613424e-154 [15,] 7.111405e-109 3.650699e-117 9.201163e-126 1.138751e-134 6.919234e-144 [16,] 3.034897e-100 3.445595e-108 1.920579e-116 5.256756e-125 7.063962e-134 [17,] 4.994114e-92 1.253943e-99 1.545775e-107 9.356884e-116 2.780755e-124 [18,] 3.168956e-84 1.759678e-91 4.797358e-99 6.422237e-107 4.221034e-115 [19,] 7.753740e-77 9.521829e-84 5.740983e-91 1.699683e-98 2.470588e-106 [20,] 7.316271e-70 1.986873e-76 2.649247e-83 1.734588e-90 5.576040e-98 [21,] 2.662958e-63 1.598946e-69 4.714440e-76 6.826119e-83 4.852763e-90 [22,] 3.743085e-57 4.965635e-63 3.236326e-69 1.036053e-75 1.628693e-82 [23,] 2.040426e-51 5.964058e-57 8.579771e-63 6.068288e-69 2.108614e-75 [24,] 4.382870e-46 2.793794e-51 8.823093e-57 1.374780e-62 1.054367e-68 [25,] 3.919134e-41 5.262397e-46 3.577739e-51 1.215173e-56 2.045413e-62 [26,] 1.686881e-36 4.384950e-41 6.053544e-46 4.325025e-51 1.565893e-56 [27,] 4.191134e-32 1.950681e-36 4.954186e-41 6.835019e-46 5.014137e-51 [28,] 5.797655e-28 5.099413e-32 2.346479e-36 5.794868e-41 7.804917e-46 [29,] 3.680590e-24 6.720424e-28 6.161650e-32 2.883437e-36 7.048560e-41 [30,] 9.528285e-21 3.775536e-24 7.394017e-28 7.195873e-32 3.513724e-36 [31,] 9.659573e-18 8.421324e-21 3.612026e-24 7.633270e-28 7.970201e-32 [32,] 3.791587e-15 7.299993e-18 6.906377e-21 3.211838e-24 7.347323e-28 [33,] 5.745275e-13 2.445147e-15 5.112175e-18 5.250777e-21 2.649751e-24 [34,] 3.358243e-11 3.159947e-13 1.460678e-15 3.316605e-18 3.698900e-21 [35,] 7.572044e-10 1.575084e-11 1.609823e-13 8.082276e-16 1.993018e-18 [36,] 6.591537e-09 3.028408e-10 6.842526e-12 7.596016e-14 4.141933e-16 [37,] 2.243332e-08 2.248976e-09 1.121893e-10 2.753234e-12 3.319591e-14 [38,] 3.783509e-08 6.595469e-09 7.110325e-10 3.849599e-11 1.026030e-12 [39,] 1.477553e-07 1.141436e-08 1.812862e-09 2.083697e-10 1.223479e-11 [40,] 2.787540e-06 7.392224e-08 3.589826e-09 4.695189e-10 5.663493e-11 [41,] 1.329969e-04 3.014776e-06 4.972989e-08 1.266510e-09 1.163222e-10 [42,] 4.539866e-03 1.862522e-04 4.037161e-06 5.056829e-08 6.031415e-10 [43,] 7.146354e-02 6.055143e-03 2.643582e-04 5.907909e-06 6.904572e-08 [44,] 4.814972e-01 8.341139e-02 7.688643e-03 3.630061e-04 8.656407e-06 [45,] 1.540429e+00 4.873514e-01 9.138590e-02 9.177047e-03 4.712986e-04 [46,] 2.932232e+00 1.390354e+00 4.632113e-01 9.366396e-02 1.023613e-02 [47,] 3.580564e+00 2.433427e+00 1.184457e+00 4.130042e-01 8.964695e-02 [48,] 2.394485e+00 2.682455e+00 1.903922e+00 9.513860e-01 3.452159e-01 [49,] 7.942548e-01 1.575625e+00 1.883077e+00 1.401258e+00 7.197101e-01 [50,] 1.479040e-01 4.552569e-01 9.694531e-01 1.236793e+00 9.681749e-01 > 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 2.3487 0.9771 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/1nugs1194256083.ps tmp/1nugs1194256083.png") > system("convert tmp/2346l1194256083.ps tmp/2346l1194256083.png") > system("convert tmp/37ihk1194256083.ps tmp/37ihk1194256083.png") > system("convert tmp/4p2t11194256083.ps tmp/4p2t11194256083.png") > system("convert tmp/5ubbq1194256083.ps tmp/5ubbq1194256083.png") > system("convert tmp/6r8n01194256084.ps tmp/6r8n01194256084.png") > system("convert tmp/7pqok1194256084.ps tmp/7pqok1194256084.png") > > > proc.time() user system elapsed 2.409 1.388 2.882