R version 2.9.0 (2009-04-17) Copyright (C) 2009 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. > x <- array(list(260.6 + ,7.5 + ,277 + ,7.7 + ,291.6 + ,8.3 + ,260.6 + ,7.5 + ,275.4 + ,7.8 + ,291.6 + ,8.3 + ,275.3 + ,7.9 + ,275.4 + ,7.8 + ,231.7 + ,6.6 + ,275.3 + ,7.9 + ,238.8 + ,7 + ,231.7 + ,6.6 + ,274.2 + ,8.2 + ,238.8 + ,7 + ,277.8 + ,8.2 + ,274.2 + ,8.2 + ,299.1 + ,9.1 + ,277.8 + ,8.2 + ,286.6 + ,9 + ,299.1 + ,9.1 + ,232.3 + ,7.1 + ,286.6 + ,9 + ,294.1 + ,8.9 + ,232.3 + ,7.1 + ,267.5 + ,8.5 + ,294.1 + ,8.9 + ,309.7 + ,9.8 + ,267.5 + ,8.5 + ,280.7 + ,8.8 + ,309.7 + ,9.8 + ,287.3 + ,9.2 + ,280.7 + ,8.8 + ,235.7 + ,7.4 + ,287.3 + ,9.2 + ,256.4 + ,8.3 + ,235.7 + ,7.4 + ,289 + ,9.7 + ,256.4 + ,8.3 + ,290.8 + ,9.7 + ,289 + ,9.7 + ,321.9 + ,10.8 + ,290.8 + ,9.7 + ,291.8 + ,9.8 + ,321.9 + ,10.8 + ,241.4 + ,7.9 + ,291.8 + ,9.8 + ,295.5 + ,9.8 + ,241.4 + ,7.9 + ,258.2 + ,9 + ,295.5 + ,9.8 + ,306.1 + ,10.5 + ,258.2 + ,9 + ,281.5 + ,9.5 + ,306.1 + ,10.5 + ,283.1 + ,9.7 + ,281.5 + ,9.5 + ,237.4 + ,8.1 + ,283.1 + ,9.7 + ,274.8 + ,10.1 + ,237.4 + ,8.1 + ,299.3 + ,11.1 + ,274.8 + ,10.1 + ,300.4 + ,11.2 + ,299.3 + ,11.1 + ,340.9 + ,12.6 + ,300.4 + ,11.2 + ,318.8 + ,12.2 + ,340.9 + ,12.6 + ,265.7 + ,9.9 + ,318.8 + ,12.2 + ,322.7 + ,11.8 + ,265.7 + ,9.9 + ,281.6 + ,11.1 + ,322.7 + ,11.8 + ,323.5 + ,12.6 + ,281.6 + ,11.1 + ,312.6 + ,11.9 + ,323.5 + ,12.6 + ,310.8 + ,11.9 + ,312.6 + ,11.9 + ,262.8 + ,10 + ,310.8 + ,11.9 + ,273.8 + ,10.8 + ,262.8 + ,10 + ,320 + ,12.9 + ,273.8 + ,10.8 + ,310.3 + ,12.5 + ,320 + ,12.9 + ,342.2 + ,13.8 + ,310.3 + ,12.5 + ,320.1 + ,13.1 + ,342.2 + ,13.8 + ,265.6 + ,10.5 + ,320.1 + ,13.1 + ,327 + ,12.9 + ,265.6 + ,10.5 + ,300.7 + ,12.9 + ,327 + ,12.9 + ,346.4 + ,14.4 + ,300.7 + ,12.9 + ,317.3 + ,12.7 + ,346.4 + ,14.4 + ,326.2 + ,13.3 + ,317.3 + ,12.7 + ,270.7 + ,11 + ,326.2 + ,13.3 + ,278.2 + ,11.9 + ,270.7 + ,11 + ,324.6 + ,14.1 + ,278.2 + ,11.9 + ,321.8 + ,14.4 + ,324.6 + ,14.1 + ,343.5 + ,14.9 + ,321.8 + ,14.4 + ,354 + ,15.7 + ,343.5 + ,14.9 + ,278.2 + ,12 + ,354 + ,15.7 + ,330.2 + ,14.3 + ,278.2 + ,12 + ,307.3 + ,14.2 + ,330.2 + ,14.3 + ,375.9 + ,17.4 + ,307.3 + ,14.2 + ,335.3 + ,15.1 + ,375.9 + ,17.4 + ,339.3 + ,15.3 + ,335.3 + ,15.1 + ,280.3 + ,12.6 + ,339.3 + ,15.3 + ,293.7 + ,14 + ,280.3 + ,12.6 + ,341.2 + ,16.6 + ,293.7 + ,14 + ,345.1 + ,16.7 + ,341.2 + ,16.6 + ,368.7 + ,17.6 + ,345.1 + ,16.7 + ,369.4 + ,18.3 + ,368.7 + ,17.6 + ,288.4 + ,13.6 + ,369.4 + ,18.3 + ,341 + ,15.8 + ,288.4 + ,13.6 + ,319.1 + ,16.1 + ,341 + ,15.8 + ,374.2 + ,18.6 + ,319.1 + ,16.1 + ,344.5 + ,17.3 + ,374.2 + ,18.6 + ,337.3 + ,17 + ,344.5 + ,17.3 + ,281 + ,13.9 + ,337.3 + ,17 + ,282.2 + ,15.2 + ,281 + ,13.9 + ,321 + ,17.8 + ,282.2 + ,15.2 + ,325.4 + ,18 + ,321 + ,17.8 + ,366.3 + ,19.4 + ,325.4 + ,18 + ,380.3 + ,21.8 + ,366.3 + ,19.4 + ,300.7 + ,16.2 + ,380.3 + ,21.8 + ,359.3 + ,19.2 + ,300.7 + ,16.2 + ,327.6 + ,19.5 + ,359.3 + ,19.2 + ,383.6 + ,22 + ,327.6 + ,19.5 + ,352.4 + ,20 + ,383.6 + ,22 + ,329.4 + ,19.2 + ,352.4 + ,20 + ,294.5 + ,16.9 + ,329.4 + ,19.2 + ,333.5 + ,20 + ,294.5 + ,16.9 + ,334.3 + ,20.4 + ,333.5 + ,20 + ,358 + ,21.8 + ,334.3 + ,20.4 + ,396.1 + ,25 + ,358 + ,21.8 + ,387 + ,25.8 + ,396.1 + ,25 + ,307.2 + ,19.4 + ,387 + ,25.8 + ,363.9 + ,22.6 + ,307.2 + ,19.4 + ,344.7 + ,24.1 + ,363.9 + ,22.6 + ,397.6 + ,26.9 + ,344.7 + ,24.1 + ,376.8 + ,24.9 + ,397.6 + ,26.9 + ,337.1 + ,23.3 + ,376.8 + ,24.9 + ,299.3 + ,20.3 + ,337.1 + ,23.3 + ,323.1 + ,22.3 + ,299.3 + ,20.3 + ,329.1 + ,23.7 + ,323.1 + ,22.3 + ,347 + ,24.3 + ,329.1 + ,23.7 + ,462 + ,31.7 + ,347 + ,24.3 + ,436.5 + ,32.2 + ,462 + ,31.7 + ,360.4 + ,25.4 + ,436.5 + ,32.2 + ,415.5 + ,28.6 + ,360.4 + ,25.4 + ,382.1 + ,28.7 + ,415.5 + ,28.6 + ,432.2 + ,30.9 + ,382.1 + ,28.7 + ,424.3 + ,31.4 + ,432.2 + ,30.9 + ,386.7 + ,29.1 + ,424.3 + ,31.4 + ,354.5 + ,26.3 + ,386.7 + ,29.1 + ,375.8 + ,28.9 + ,354.5 + ,26.3 + ,368 + ,28.9 + ,375.8 + ,28.9 + ,402.4 + ,31 + ,368 + ,28.9 + ,426.5 + ,33.4 + ,402.4 + ,31 + ,433.3 + ,35.9 + ,426.5 + ,33.4 + ,338.5 + ,25.8 + ,433.3 + ,35.9 + ,416.8 + ,31.2 + ,338.5 + ,25.8 + ,381.1 + ,31.7 + ,416.8 + ,31.2 + ,445.7 + ,36.2 + ,381.1 + ,31.7 + ,412.4 + ,32 + ,445.7 + ,36.2 + ,394 + ,32.1 + ,412.4 + ,32 + ,348.2 + ,28.1 + ,394 + ,32.1 + ,380.1 + ,31.1 + ,348.2 + ,28.1 + ,373.7 + ,31.9 + ,380.1 + ,31.1 + ,393.6 + ,32 + ,373.7 + ,31.9 + ,434.2 + ,36.6 + ,393.6 + ,32 + ,430.7 + ,38.1 + ,434.2 + ,36.6 + ,344.5 + ,28.1 + ,430.7 + ,38.1 + ,411.9 + ,32.9 + ,344.5 + ,28.1 + ,370.5 + ,30.7 + ,411.9 + ,32.9 + ,437.3 + ,35.4 + ,370.5 + ,30.7 + ,411.3 + ,33.7 + ,437.3 + ,35.4 + ,385.5 + ,31.6 + ,411.3 + ,33.7 + ,341.3 + ,27.9 + ,385.5 + ,31.6 + ,384.2 + ,32.2 + ,341.3 + ,27.9 + ,373.2 + ,32.3 + ,384.2 + ,32.2 + ,415.8 + ,35.3 + ,373.2 + ,32.3 + ,448.6 + ,37.2 + ,415.8 + ,35.3 + ,454.3 + ,39.6 + ,448.6 + ,37.2 + ,350.3 + ,28.4 + ,454.3 + ,39.6 + ,419.1 + ,33.9 + ,350.3 + ,28.4 + ,398 + ,33.7 + ,419.1 + ,33.9 + ,456.1 + ,38.3 + ,398 + ,33.7 + ,430.1 + ,34.6 + ,456.1 + ,38.3 + ,399.8 + ,32.7 + ,430.1 + ,34.6 + ,362.7 + ,29.5 + ,399.8 + ,32.7 + ,384.9 + ,32 + ,362.7 + ,29.5 + ,385.3 + ,33.2 + ,384.9 + ,32 + ,432.3 + ,36.7 + ,385.3 + ,33.2 + ,468.9 + ,38.6 + ,432.3 + ,36.7 + ,442.7 + ,38.1 + ,468.9 + ,38.6 + ,370.2 + ,29.8 + ,442.7 + ,38.1 + ,439.4 + ,35.6 + ,370.2 + ,29.8 + ,393.9 + ,33.2 + ,439.4 + ,35.6 + ,468.7 + ,38.9 + ,393.9 + ,33.2 + ,438.8 + ,34.8 + ,468.7 + ,38.9 + ,430.1 + ,37.2 + ,438.8 + ,34.8 + ,366.3 + ,29.7 + ,430.1 + ,37.2 + ,391 + ,32.2 + ,366.3 + ,29.7 + ,380.9 + ,32.1 + ,391 + ,32.2 + ,431.4 + ,36.3 + ,380.9 + ,32.1 + ,465.4 + ,38.4 + ,431.4 + ,36.3 + ,471.5 + ,40.8 + ,465.4 + ,38.4 + ,387.5 + ,31.3 + ,471.5 + ,40.8 + ,446.4 + ,36.2 + ,387.5 + ,31.3 + ,421.5 + ,35.1 + ,446.4 + ,36.2 + ,504.8 + ,44.1 + ,421.5 + ,35.1 + ,492.1 + ,39.3 + ,504.8 + ,44.1 + ,421.3 + ,34.1 + ,492.1 + ,39.3 + ,396.7 + ,32.4 + ,421.3 + ,34.1 + ,428 + ,36.3 + ,396.7 + ,32.4 + ,421.9 + ,36.8 + ,428 + ,36.3 + ,465.6 + ,40.5 + ,421.9 + ,36.8 + ,525.8 + ,46 + ,465.6 + ,40.5 + ,499.9 + ,43.9 + ,525.8 + ,46 + ,435.3 + ,37.2 + ,499.9 + ,43.9 + ,479.5 + ,40.7 + ,435.3 + ,37.2 + ,473 + ,42 + ,479.5 + ,40.7 + ,554.4 + ,49.2 + ,473 + ,42 + ,489.6 + ,42.3 + ,554.4 + ,49.2 + ,462.2 + ,40.8 + ,489.6 + ,42.3 + ,420.3 + ,37.6 + ,462.2 + ,40.8) + ,dim=c(4 + ,185) + ,dimnames=list(c('Y[t]' + ,'X[t]' + ,'Y[t-1]' + ,'X[t-1]') + ,1:185)) > y <- array(NA,dim=c(4,185),dimnames=list(c('Y[t]','X[t]','Y[t-1]','X[t-1]'),1:185)) > for (i in 1:dim(x)[1]) + { + for (j in 1:dim(x)[2]) + { + y[i,j] <- as.numeric(x[i,j]) + } + } > main = 'Kendall tau Correlation Plot' > #'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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > #Technical description: Write here your technical program description (don't use hard returns!) > panel.tau <- function(x, y, digits=2, prefix='', cex.cor) + { + usr <- par('usr'); on.exit(par(usr)) + par(usr = c(0, 1, 0, 1)) + rr <- cor.test(x, y, method='kendall') + r <- round(rr$p.value,2) + txt <- format(c(r, 0.123456789), digits=digits)[1] + txt <- paste(prefix, txt, sep='') + if(missing(cex.cor)) cex <- 0.5/strwidth(txt) + text(0.5, 0.5, txt, cex = cex) + } > 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='grey', ...) + } > postscript(file="/var/www/html/rcomp/tmp/11zs11261082742.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(t(y),diag.panel=panel.hist, upper.panel=panel.smooth, lower.panel=panel.tau, main=main) > dev.off() null device 1 > > #Note: the /var/www/html/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/www/html/rcomp/createtable") > > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Kendall tau rank correlations for all pairs of data series',3,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'pair',1,TRUE) > a<-table.element(a,'tau',1,TRUE) > a<-table.element(a,'p-value',1,TRUE) > a<-table.row.end(a) > n <- length(y[,1]) > n [1] 4 > cor.test(y[1,],y[2,],method='kendall') Kendall's rank correlation tau data: y[1, ] and y[2, ] z = 16.4912, p-value < 2.2e-16 alternative hypothesis: true tau is not equal to 0 sample estimates: tau 0.8171954 > for (i in 1:(n-1)) + { + for (j in (i+1):n) + { + a<-table.row.start(a) + dum <- paste('tau(',dimnames(t(x))[[2]][i]) + dum <- paste(dum,',') + dum <- paste(dum,dimnames(t(x))[[2]][j]) + dum <- paste(dum,')') + a<-table.element(a,dum,header=TRUE) + r <- cor.test(y[i,],y[j,],method='kendall') + a<-table.element(a,r$estimate) + a<-table.element(a,r$p.value) + a<-table.row.end(a) + } + } > a<-table.end(a) > table.save(a,file="/var/www/html/rcomp/tmp/2fw171261082742.tab") > > try(system("convert tmp/11zs11261082742.ps tmp/11zs11261082742.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 0.671 0.278 2.394