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
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Type 'q()' to quit R.

> x <- array(list(8.9
+ ,45
+ ,95.1
+ ,95.05
+ ,8.8
+ ,43
+ ,97
+ ,96.84
+ ,8.3
+ ,43
+ ,112.7
+ ,96.92
+ ,7.5
+ ,49
+ ,102.9
+ ,97.44
+ ,7.2
+ ,42
+ ,97.4
+ ,97.78
+ ,7.4
+ ,33
+ ,111.4
+ ,97.69
+ ,8.8
+ ,35
+ ,87.4
+ ,96.67
+ ,9.3
+ ,35
+ ,96.8
+ ,98.29
+ ,9.3
+ ,36
+ ,114.1
+ ,98.2
+ ,8.7
+ ,41
+ ,110.3
+ ,98.71
+ ,8.2
+ ,44
+ ,103.9
+ ,98.54
+ ,8.3
+ ,42
+ ,101.6
+ ,98.2
+ ,8.5
+ ,48
+ ,94.6
+ ,96.92
+ ,8.6
+ ,47
+ ,95.9
+ ,99.06
+ ,8.5
+ ,40
+ ,104.7
+ ,99.65
+ ,8.2
+ ,42
+ ,102.8
+ ,99.82
+ ,8.1
+ ,50
+ ,98.1
+ ,99.99
+ ,7.9
+ ,54
+ ,113.9
+ ,100.33
+ ,8.6
+ ,45
+ ,80.9
+ ,99.31
+ ,8.7
+ ,47
+ ,95.7
+ ,101.1
+ ,8.7
+ ,49
+ ,113.2
+ ,101.1
+ ,8.5
+ ,37
+ ,105.9
+ ,100.93
+ ,8.4
+ ,41
+ ,108.8
+ ,100.85
+ ,8.5
+ ,34
+ ,102.3
+ ,100.93
+ ,8.7
+ ,30
+ ,99
+ ,99.6
+ ,8.7
+ ,33
+ ,100.7
+ ,101.88
+ ,8.6
+ ,37
+ ,115.5
+ ,101.81
+ ,8.5
+ ,33
+ ,100.7
+ ,102.38
+ ,8.3
+ ,31
+ ,109.9
+ ,102.74
+ ,8
+ ,28
+ ,114.6
+ ,102.82
+ ,8.2
+ ,26
+ ,85.4
+ ,101.72
+ ,8.1
+ ,21
+ ,100.5
+ ,103.47
+ ,8.1
+ ,24
+ ,114.8
+ ,102.98
+ ,8
+ ,7
+ ,116.5
+ ,102.68
+ ,7.9
+ ,12
+ ,112.9
+ ,102.9
+ ,7.9
+ ,36
+ ,102
+ ,103.03
+ ,8
+ ,21
+ ,106
+ ,101.29
+ ,8
+ ,21
+ ,105.3
+ ,103.69
+ ,7.9
+ ,21
+ ,118.8
+ ,103.68
+ ,8
+ ,13
+ ,106.1
+ ,104.2
+ ,7.7
+ ,18
+ ,109.3
+ ,104.08
+ ,7.2
+ ,18
+ ,117.2
+ ,104.16
+ ,7.5
+ ,17
+ ,92.5
+ ,103.05
+ ,7.3
+ ,13
+ ,104.2
+ ,104.66
+ ,7
+ ,14
+ ,112.5
+ ,104.46
+ ,7
+ ,3
+ ,122.4
+ ,104.95
+ ,7
+ ,10
+ ,113.3
+ ,105.85
+ ,7.2
+ ,5
+ ,100
+ ,106.23
+ ,7.3
+ ,15
+ ,110.7
+ ,104.86
+ ,7.1
+ ,9
+ ,112.8
+ ,107.44
+ ,6.8
+ ,6
+ ,109.8
+ ,108.23
+ ,6.4
+ ,14
+ ,117.3
+ ,108.45
+ ,6.1
+ ,17
+ ,109.1
+ ,109.39
+ ,6.5
+ ,16
+ ,115.9
+ ,110.15
+ ,7.7
+ ,23
+ ,96
+ ,109.13
+ ,7.9
+ ,30
+ ,99.8
+ ,110.28
+ ,7.5
+ ,31
+ ,116.8
+ ,110.17
+ ,6.9
+ ,47
+ ,115.7
+ ,109.99
+ ,6.6
+ ,62
+ ,99.4
+ ,109.26
+ ,6.9
+ ,69
+ ,94.3
+ ,109.11)
+ ,dim=c(4
+ ,60)
+ ,dimnames=list(c('Werkloosheidsgraad'
+ ,'Vertrouwensindicator'
+ ,'Industrie'
+ ,'Consumptie')
+ ,1:60))
>  y <- array(NA,dim=c(4,60),dimnames=list(c('Werkloosheidsgraad','Vertrouwensindicator','Industrie','Consumptie'),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/1q7yy1257958087.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 = 3.8432, p-value = 0.0001214
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.3488314 

> 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/2g7171257958087.tab") 
> 
> system("convert tmp/1q7yy1257958087.ps tmp/1q7yy1257958087.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.510   0.212   1.021