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
'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(101.26
+ ,91.70
+ ,77.21
+ ,101.08
+ ,74.44
+ ,81.52
+ ,100.00
+ ,100.00
+ ,100.00
+ ,98.02
+ ,74.99
+ ,87.41
+ ,96.76
+ ,76.27
+ ,64.23
+ ,97.84
+ ,105.90
+ ,71.41
+ ,107.03
+ ,74.70
+ ,51.22
+ ,110.09
+ ,71.60
+ ,48.64
+ ,110.45
+ ,78.82
+ ,55.06
+ ,110.09
+ ,88.27
+ ,63.65
+ ,107.03
+ ,76.11
+ ,54.83
+ ,107.21
+ ,82.06
+ ,40.83
+ ,106.49
+ ,78.91
+ ,83.69
+ ,106.13
+ ,84.36
+ ,74.18
+ ,105.23
+ ,99.41
+ ,85.44
+ ,103.24
+ ,93.89
+ ,79.01
+ ,102.16
+ ,109.62
+ ,67.92
+ ,102.52
+ ,106.51
+ ,80.67
+ ,111.89
+ ,79.30
+ ,53.28
+ ,113.33
+ ,94.51
+ ,54.31
+ ,113.15
+ ,99.20
+ ,57.99
+ ,110.27
+ ,90.57
+ ,60.25
+ ,107.21
+ ,85.54
+ ,58.05
+ ,107.57
+ ,109.18
+ ,34.12
+ ,106.85
+ ,109.16
+ ,95.26
+ ,106.31
+ ,96.00
+ ,89.41
+ ,104.50
+ ,116.23
+ ,106.63
+ ,103.42
+ ,93.41
+ ,83.90
+ ,103.24
+ ,102.27
+ ,83.21
+ ,103.24
+ ,106.25
+ ,75.88
+ ,111.71
+ ,87.98
+ ,58.09
+ ,112.79
+ ,90.11
+ ,54.10
+ ,111.71
+ ,95.45
+ ,57.26
+ ,105.95
+ ,100.93
+ ,67.79
+ ,101.98
+ ,78.97
+ ,56.72
+ ,100.36
+ ,88.10
+ ,34.51
+ ,101.08
+ ,90.21
+ ,91.31
+ ,98.92
+ ,80.36
+ ,80.10
+ ,95.86
+ ,97.45
+ ,97.17
+ ,94.77
+ ,80.10
+ ,78.26
+ ,92.07
+ ,78.50
+ ,77.23
+ ,89.91
+ ,97.20
+ ,82.16
+ ,100.00
+ ,81.90
+ ,65.17
+ ,101.80
+ ,87.20
+ ,55.56
+ ,97.66
+ ,72.55
+ ,59.97
+ ,94.95
+ ,105.26
+ ,75.42
+ ,91.89
+ ,80.90
+ ,59.51
+ ,92.61
+ ,72.95
+ ,38.84
+ ,93.15
+ ,83.70
+ ,93.18
+ ,91.53
+ ,91.92
+ ,91.74
+ ,88.83
+ ,83.98
+ ,93.80
+ ,88.29
+ ,87.03
+ ,101.36
+ ,84.50
+ ,78.21
+ ,79.60
+ ,86.13
+ ,91.31
+ ,83.25
+ ,95.14
+ ,74.55
+ ,64.49
+ ,96.22
+ ,72.25
+ ,54.04
+ ,93.33
+ ,83.90
+ ,62.03
+ ,91.17
+ ,76.61
+ ,70.43
+ ,90.45
+ ,78.10
+ ,49.78
+ ,92.97
+ ,91.20
+ ,35.72)
+ ,dim=c(3
+ ,60)
+ ,dimnames=list(c('Werk'
+ ,'Bouw'
+ ,'Auto')
+ ,1:60))
>  y <- array(NA,dim=c(3,60),dimnames=list(c('Werk','Bouw','Auto'),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/19uqu1258231868.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 = 1.6267, p-value = 0.1038
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.1444355 

> 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/2rrn91258231868.tab") 
> 
> system("convert tmp/19uqu1258231868.ps tmp/19uqu1258231868.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.462   0.194   0.512