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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Type 'contributors()' for more information and
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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(5.7
+ ,7.5
+ ,97.33
+ ,91.4
+ ,6.1
+ ,8
+ ,97.89
+ ,91.1
+ ,6
+ ,7.9
+ ,98.69
+ ,104.4
+ ,5.9
+ ,7.8
+ ,99.01
+ ,97.6
+ ,5.8
+ ,7.7
+ ,99.18
+ ,93.7
+ ,5.7
+ ,7.6
+ ,98.45
+ ,104.5
+ ,5.6
+ ,7.4
+ ,98.13
+ ,95.4
+ ,5.4
+ ,7.2
+ ,98.29
+ ,86.5
+ ,5.4
+ ,7.3
+ ,99.1
+ ,102.9
+ ,5.5
+ ,7.4
+ ,99.26
+ ,101.9
+ ,5.6
+ ,7.5
+ ,98.85
+ ,103.7
+ ,5.7
+ ,7.6
+ ,98.05
+ ,100.7
+ ,5.9
+ ,8
+ ,98.53
+ ,94.2
+ ,6.1
+ ,8.3
+ ,99.34
+ ,93.6
+ ,6
+ ,8.3
+ ,100.14
+ ,104.7
+ ,5.8
+ ,8.2
+ ,100.3
+ ,101
+ ,5.8
+ ,7.8
+ ,100.22
+ ,97.6
+ ,5.7
+ ,8
+ ,99.9
+ ,105.8
+ ,5.5
+ ,8
+ ,99.58
+ ,93.7
+ ,5.3
+ ,7.9
+ ,99.9
+ ,91.2
+ ,5.2
+ ,7.4
+ ,100.78
+ ,106.3
+ ,5.2
+ ,7.5
+ ,100.78
+ ,103.4
+ ,5
+ ,7.4
+ ,100.46
+ ,107.4
+ ,5.1
+ ,7.3
+ ,100.06
+ ,101.2
+ ,5.1
+ ,7.5
+ ,100.28
+ ,96.9
+ ,5.2
+ ,7.5
+ ,100.78
+ ,96.3
+ ,4.9
+ ,7.5
+ ,101.58
+ ,109.8
+ ,4.8
+ ,7.1
+ ,102.06
+ ,97.9
+ ,4.5
+ ,6.8
+ ,102.02
+ ,105.1
+ ,4.5
+ ,6.9
+ ,101.68
+ ,107.9
+ ,4.4
+ ,6.6
+ ,101.32
+ ,95
+ ,4.4
+ ,6.7
+ ,101.81
+ ,95.2
+ ,4.2
+ ,6.5
+ ,102.3
+ ,105.8
+ ,4.1
+ ,6.6
+ ,102.12
+ ,110.1
+ ,3.9
+ ,6.5
+ ,102.1
+ ,112.2
+ ,3.8
+ ,6.5
+ ,101.75
+ ,102.5
+ ,3.9
+ ,6.7
+ ,101.5
+ ,103.7
+ ,4.2
+ ,6.8
+ ,102.16
+ ,102
+ ,4.1
+ ,6.1
+ ,103.47
+ ,112.3
+ ,3.8
+ ,5.8
+ ,104.05
+ ,103.3
+ ,3.6
+ ,5.8
+ ,104.09
+ ,106.9
+ ,3.7
+ ,6.1
+ ,103.55
+ ,104.6
+ ,3.5
+ ,5.6
+ ,102.77
+ ,100.7
+ ,3.4
+ ,5.4
+ ,102.89
+ ,99
+ ,3.1
+ ,5.1
+ ,103.6
+ ,106.5
+ ,3.1
+ ,5.2
+ ,103.76
+ ,114.9
+ ,3.1
+ ,5
+ ,103.92
+ ,114.1
+ ,3.2
+ ,5.2
+ ,103.35
+ ,102.2
+ ,3.3
+ ,5.4
+ ,103.32
+ ,107
+ ,3.5
+ ,5.5
+ ,104.2
+ ,107.4
+ ,3.6
+ ,5.1
+ ,105.44
+ ,107.4
+ ,3.5
+ ,4.8
+ ,105.81
+ ,110.1
+ ,3.3
+ ,5
+ ,106.25
+ ,105.6
+ ,3.2
+ ,4.9
+ ,105.94
+ ,110.9
+ ,3.1
+ ,4.6
+ ,105.82
+ ,101.9
+ ,3.2
+ ,4.3
+ ,105.96
+ ,93.2
+ ,3
+ ,4.3
+ ,106.49
+ ,110.5
+ ,3
+ ,4.4
+ ,106.32
+ ,113.1
+ ,3.1
+ ,4.4
+ ,105.88
+ ,101.7
+ ,3.4
+ ,4.5
+ ,105.07
+ ,96.7)
+ ,dim=c(4
+ ,60)
+ ,dimnames=list(c('Manwerkl'
+ ,'Vrouwwerkl'
+ ,'Inflat'
+ ,'Industrprod')
+ ,1:60))
>  y <- array(NA,dim=c(4,60),dimnames=list(c('Manwerkl','Vrouwwerkl','Inflat','Industrprod'),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/14dll1257771296.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 = 9.4691, p-value < 2.2e-16
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.8587997 

> 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/257vw1257771296.tab") 
> 
> system("convert tmp/14dll1257771296.ps tmp/14dll1257771296.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.513   0.218   0.966