R version 2.9.0 (2009-04-17)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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> x <- array(list(7.6,1.62,-0.8,8.3,1.49,-0.2,8.4,1.79,0.2,8.4,1.8,1,8.4,1.58,0,8.4,1.86,-0.2,8.6,1.74,1,8.9,1.59,0.4,8.8,1.26,1,8.3,1.13,1.7,7.5,1.92,3.1,7.2,2.61,3.3,7.4,2.26,3.1,8.8,2.41,3.5,9.3,2.26,6,9.3,2.03,5.7,8.7,2.86,4.7,8.2,2.55,4.2,8.3,2.27,3.6,8.5,2.26,4.4,8.6,2.57,2.5,8.5,3.07,-0.6,8.2,2.76,-1.9,8.1,2.51,-1.9,7.9,2.87,0.7,8.6,3.14,-0.9,8.7,3.11,-1.7,8.7,3.16,-3.1,8.5,2.47,-2.1,8.4,2.57,0.2,8.5,2.89,1.2,8.7,2.63,3.8,8.7,2.38,4,8.6,1.69,6.6,8.5,1.96,5.3,8.3,2.19,7.6,8,1.87,4.7,8.2,1.6,6.6,8.1,1.63,4.4,8.1,1.22,4.6,8,1.21,6,7.9,1.49,4.8,7.9,1.64,4,8,1.66,2.7,8,1.77,3,7.9,1.82,4.1,8,1.78,4,7.7,1.28,2.7,7.2,1.29,2.6,7.5,1.37,3.1,7.3,1.12,4.4,7,1.51,3,7,2.24,2,7,2.94,1.3,7.2,3.09,1.5,7.3,3.46,1.3,7.1,3.64,3.2,6.8,4.39,1.8,6.4,4.15,3.3,6.1,5.21,1,6.5,5.8,2.4,7.7,5.91,0.4,7.9,5.39,-0.1,7.5,5.46,1.3,6.9,4.72,-1.1,6.6,3.14,-4.4,6.9,2.63,-7.5,7.7,2.32,-12.2,8,1.93,-14.5,8,0.62,-16,7.7,0.6,-16.7,7.3,-0.37,-16.3,7.4,-1.1,-16.9),dim=c(3,73),dimnames=list(c('TWG','Infl','EcGr'),1:73))
>  y <- array(NA,dim=c(3,73),dimnames=list(c('TWG','Infl','EcGr'),1:73))
>  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/1ya341261064768.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 = -0.7539, p-value = 0.4509
alternative hypothesis: true tau is not equal to 0 
sample estimates:
       tau 
-0.0613933 

> 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/2xfgb1261064768.tab") 
> 
> try(system("convert tmp/1ya341261064768.ps tmp/1ya341261064768.png",intern=TRUE))
character(0)
> 
> 
> proc.time()
   user  system elapsed 
  0.446   0.201   0.521