R version 2.8.0 (2008-10-20)
Copyright (C) 2008 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(90.21
+ ,95.40
+ ,98.83
+ ,94.60
+ ,93.24
+ ,99.31
+ ,99.45
+ ,85.88
+ ,95.60
+ ,101.80
+ ,97.19
+ ,77.43
+ ,97.58
+ ,100.53
+ ,95.19
+ ,85.15
+ ,100.81
+ ,102.28
+ ,95.71
+ ,88.27
+ ,101.65
+ ,101.89
+ ,96.56
+ ,102.76
+ ,102.08
+ ,98.08
+ ,97.38
+ ,102.53
+ ,100.18
+ ,98.98
+ ,97.89
+ ,99.72
+ ,101.36
+ ,100.02
+ ,103.85
+ ,106.46
+ ,103.46
+ ,100.58
+ ,103.78
+ ,111.29
+ ,106.59
+ ,100.67
+ ,104.74
+ ,123.13
+ ,107.24
+ ,100.46
+ ,109.44
+ ,122.77
+ ,107.84
+ ,98.47
+ ,115.01
+ ,113.87
+ ,110.08
+ ,102.01
+ ,119.20
+ ,108.04
+ ,114.34
+ ,103.28
+ ,126.34
+ ,110.54
+ ,120.00
+ ,103.70
+ ,133.03
+ ,122.29
+ ,124.78
+ ,104.64
+ ,136.57
+ ,118.80
+ ,128.21
+ ,106.31
+ ,136.16
+ ,121.30
+ ,127.48
+ ,107.16
+ ,146.40
+ ,131.26
+ ,124.39
+ ,108.10
+ ,156.09
+ ,138.67
+ ,116.83
+ ,104.90
+ ,138.74
+ ,134.28
+ ,121.13
+ ,105.27
+ ,146.81
+ ,143.25
+ ,126.39
+ ,107.37
+ ,144.88
+ ,143.10
+ ,129.92
+ ,110.01
+ ,138.46
+ ,123.67
+ ,135.43
+ ,114.11
+ ,136.78
+ ,115.57
+ ,137.43
+ ,116.22
+ ,143.13
+ ,114.43
+ ,140.42
+ ,118.06
+ ,140.00
+ ,120.32
+ ,145.42
+ ,119.35
+ ,142.50
+ ,105.96
+ ,147.35
+ ,120.48
+ ,149.54
+ ,112.31
+ ,142.58
+ ,117.02
+ ,145.69
+ ,119.20
+ ,150.25
+ ,121.66
+ ,147.92
+ ,130.24
+ ,153.71
+ ,127.88
+ ,145.78
+ ,130.29
+ ,151.23
+ ,128.58
+ ,143.73
+ ,135.34
+ ,149.32
+ ,130.42
+ ,142.64
+ ,144.89
+ ,137.53
+ ,126.28
+ ,143.45
+ ,137.53
+ ,140.60
+ ,129.31
+ ,150.36
+ ,147.00
+ ,145.14
+ ,132.59
+ ,155.79
+ ,157.30
+ ,134.34
+ ,125.91
+ ,161.87
+ ,178.27
+ ,134.72
+ ,127.88
+ ,162.31
+ ,174.42
+ ,125.81
+ ,119.59
+ ,177.40
+ ,177.56
+ ,121.77
+ ,118.46
+ ,184.29
+ ,181.14
+ ,120.24
+ ,116.31
+ ,183.93
+ ,197.89
+ ,126.24
+ ,120.72
+ ,169.99
+ ,211.09
+ ,124.39
+ ,122.21
+ ,168.68
+ ,238.81
+ ,114.68
+ ,115.00
+ ,168.22
+ ,255.45
+ ,99.24
+ ,107.99
+ ,175.42
+ ,261.45
+ ,99.71
+ ,109.98
+ ,165.37
+ ,223.45
+ ,96.94
+ ,106.01
+ ,169.06
+ ,195.25
+ ,71.92
+ ,87.58
+ ,179.68
+ ,145.79
+ ,65.92
+ ,82.17
+ ,175.58
+ ,106.81
+ ,60.96
+ ,81.99
+ ,179.74
+ ,84.32
+ ,62.35
+ ,80.08
+ ,190.53
+ ,87.19
+ ,59.26
+ ,73.35
+ ,215.82
+ ,84.73
+ ,54.65
+ ,69.01
+ ,209.81
+ ,91.41
+ ,61.01
+ ,76.23
+ ,199.53
+ ,98.32
+ ,67.15
+ ,80.10
+ ,200.58
+ ,111.35
+ ,66.42
+ ,81.96
+ ,199.20
+ ,132.91
+ ,67.77
+ ,82.79
+ ,195.59
+ ,126.31
+ ,75.05
+ ,89.42
+ ,196.36
+ ,140.29
+ ,79.95
+ ,91.90
+ ,201.71
+ ,131.70)
+ ,dim=c(4
+ ,60)
+ ,dimnames=list(c('Bel20'
+ ,'Dow'
+ ,'Goud'
+ ,'Olie
')
+ ,1:60))
>  y <- array(NA,dim=c(4,60),dimnames=list(c('Bel20','Dow','Goud','Olie
'),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/freestat/rcomp/tmp/1evdz1257688708.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)
Warning messages:
1: In strwidth(labels, "user") : font width unknown for character 0xd
2: In text.default(x, y, txt, cex = cex, font = font) :
  font width unknown for character 0xd
3: In text.default(x, y, txt, cex = cex, font = font) :
  font metrics unknown for character 0xd
> dev.off()
null device 
          1 
> 
> #Note: the /var/www/html/freestat/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/www/html/freestat/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 = 8.6361, p-value < 2.2e-16
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.7654042 

> 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/freestat/rcomp/tmp/2ja411257688708.tab") 
> 
> system("convert tmp/1evdz1257688708.ps tmp/1evdz1257688708.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.704   0.295   0.760