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(14.3,15.89,113,14.2,16.93,110,15.9,20.28,107,15.3,22.52,103,15.5,23.51,98,15.1,22.59,98,15,23.51,137,12.1,24.76,148,15.8,26.08,147,16.9,25.29,139,15.1,23.38,130,13.7,25.29,128,14.8,28.42,127,14.7,31.85,123,16,30.1,118,15.4,25.45,114,15,24.95,108,15.5,26.84,111,15.1,27.52,151,11.7,27.94,159,16.3,25.23,158,16.7,26.53,148,15,27.21,138,14.9,28.53,137,14.6,30.35,136,15.3,31.21,133,17.9,32.86,126,16.4,33.2,120,15.4,35.73,114,17.9,34.53,116,15.9,36.54,153,13.9,40.1,162,17.8,40.56,161,17.9,46.14,149,17.4,42.85,139,16.7,38.22,135,16,40.18,130,16.6,42.19,127,19.1,47.56,122,17.8,47.26,117,17.2,44.03,112,18.6,49.83,113,16.3,53.35,149,15.1,58.9,157,19.2,59.64,157,17.7,56.99,147,19.1,53.2,137,18,53.24,132,17.5,57.85,125,17.8,55.69,123,21.1,55.64,117,17.2,62.52,114,19.4,64.4,111,19.8,64.65,112,17.6,67.71,144,16.2,67.21,150,19.5,59.37,149,19.9,53.26,134,20,52.42,123,17.3,55.03,116),dim=c(3,60),dimnames=list(c('BuitlH','POil','WK<25j'),1:60)) > y <- array(NA,dim=c(3,60),dimnames=list(c('BuitlH','POil','WK<25j'),1:60)) > 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/1jfne1261149716.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] 3 > cor.test(y[1,],y[2,],method='kendall') Kendall's rank correlation tau data: y[1, ] and y[2, ] z = 5.5905, p-value = 2.264e-08 alternative hypothesis: true tau is not equal to 0 sample estimates: tau 0.4985869 > 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/2tbm61261149716.tab") > > try(system("convert tmp/1jfne1261149716.ps tmp/1jfne1261149716.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 0.458 0.211 1.027