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(79 + ,82 + ,82 + ,89 + ,106 + ,106 + ,94 + ,94 + ,101 + ,97 + ,99 + ,95 + ,104 + ,102 + ,94 + ,98 + ,97 + ,102 + ,96 + ,90 + ,93 + ,91 + ,87 + ,99 + ,99 + ,101 + ,97 + ,100 + ,116 + ,117 + ,109 + ,110 + ,104 + ,102 + ,107 + ,104 + ,99 + ,101 + ,110 + ,104 + ,109 + ,109 + ,118 + ,117 + ,93 + ,89 + ,107 + ,99 + ,91 + ,95 + ,95 + ,105 + ,111 + ,114 + ,119 + ,106 + ,105 + ,103 + ,107 + ,100 + ,114 + ,120 + ,112 + ,114 + ,103 + ,116 + ,118 + ,110 + ,105 + ,109 + ,105 + ,116 + ,106 + ,111 + ,109 + ,106 + ,125 + ,132 + ,130 + ,128 + ,103 + ,106 + ,105 + ,105 + ,114 + ,115 + ,125 + ,118 + ,123 + ,119 + ,113 + ,118 + ,102 + ,104 + ,118 + ,106 + ,101 + ,107 + ,105 + ,114 + ,121 + ,123 + ,116 + ,110 + ,120 + ,120 + ,124 + ,127 + ,119 + ,124 + ,124 + ,129 + ,102 + ,106 + ,113 + ,111 + ,118 + ,116 + ,116 + ,129 + ,114 + ,115 + ,123 + ,115 + ,130 + ,133 + ,144 + ,129 + ,113 + ,112 + ,112 + ,122 + ,119 + ,118 + ,121 + ,132 + ,129 + ,126 + ,126 + ,128 + ,116 + ,116 + ,140 + ,134 + ,110 + ,112 + ,117 + ,125 + ,124 + ,124 + ,133 + ,127 + ,133 + ,136 + ,138 + ,148 + ,129 + ,134 + ,135 + ,138 + ,105 + ,118 + ,117 + ,119 + ,127 + ,128 + ,118 + ,144 + ,127 + ,130 + ,121 + ,109 + ,128 + ,133 + ,125 + ,132 + ,133 + ,137 + ,143 + ,145 + ,122 + ,122 + ,129 + ,138 + ,141 + ,145 + ,137 + ,146 + ,127 + ,128 + ,146 + ,157 + ,110 + ,115 + ,110 + ,142 + ,136 + ,136 + ,142 + ,162 + ,132 + ,134 + ,132 + ,153 + ,110 + ,117 + ,106 + ,125 + ,97 + ,102 + ,106 + ,124 + ,96 + ,95 + ,89 + ,120 + ,98 + ,98 + ,97 + ,107 + ,106 + ,109 + ,108 + ,111 + ,98 + ,99 + ,99 + ,97 + ,94 + ,94 + ,98 + ,95 + ,107 + ,109 + ,110 + ,102 + ,98 + ,98 + ,109 + ,94) + ,dim=c(4 + ,60) + ,dimnames=list(c('uitintraeu' + ,'inintraeu' + ,'uitextraeu' + ,'inextraeu') + ,1:60)) > y <- array(NA,dim=c(4,60),dimnames=list(c('uitintraeu','inintraeu','uitextraeu','inextraeu'),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/1fkaq1257358243.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 = 9.645, p-value < 2.2e-16 alternative hypothesis: true tau is not equal to 0 sample estimates: tau 0.8683157 > 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/2o2zx1257358243.tab") > > system("convert tmp/1fkaq1257358243.ps tmp/1fkaq1257358243.png") > > > proc.time() user system elapsed 0.485 0.200 7.088