R version 2.8.1 (2008-12-22)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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Type 'demo()' for some demos, 'help()' for on-line help, or
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> x <- array(list(102.1
+ ,100.35
+ ,115.43
+ ,105.16
+ ,102.86
+ ,100.35
+ ,115.55
+ ,105.16
+ ,102.99
+ ,100.36
+ ,117.14
+ ,105.16
+ ,103.73
+ ,100.39
+ ,119.09
+ ,105.16
+ ,105.02
+ ,100.34
+ ,119.55
+ ,105.16
+ ,104.43
+ ,100.34
+ ,119.8
+ ,105.17
+ ,104.63
+ ,100.35
+ ,121.32
+ ,105.17
+ ,104.93
+ ,100.43
+ ,121.48
+ ,105.54
+ ,105.87
+ ,100.47
+ ,119.63
+ ,106.9
+ ,105.66
+ ,100.67
+ ,118.61
+ ,107.27
+ ,106.76
+ ,100.75
+ ,118.82
+ ,107.31
+ ,106
+ ,100.78
+ ,119.93
+ ,107.39
+ ,107.22
+ ,100.79
+ ,118.7
+ ,107.41
+ ,107.33
+ ,100.67
+ ,119.99
+ ,107.46
+ ,107.11
+ ,100.64
+ ,116.67
+ ,113.14
+ ,108.86
+ ,100.64
+ ,116.84
+ ,117
+ ,107.72
+ ,100.76
+ ,115.17
+ ,119.28
+ ,107.88
+ ,100.79
+ ,114.21
+ ,119.39
+ ,108.38
+ ,100.79
+ ,114.77
+ ,119.5
+ ,107.72
+ ,100.9
+ ,115.59
+ ,119.67
+ ,108.41
+ ,100.98
+ ,116.64
+ ,119.67
+ ,109.9
+ ,101.11
+ ,118.79
+ ,119.73
+ ,111.45
+ ,101.18
+ ,125.63
+ ,119.77
+ ,112.18
+ ,101.22
+ ,127.42
+ ,119.77
+ ,113.34
+ ,101.23
+ ,131.17
+ ,119.78
+ ,113.46
+ ,101.09
+ ,137.68
+ ,119.78
+ ,114.06
+ ,101.26
+ ,144.41
+ ,119.78
+ ,115.54
+ ,101.28
+ ,146.09
+ ,121.28
+ ,116.39
+ ,101.43
+ ,151.26
+ ,122.44
+ ,115.94
+ ,101.53
+ ,156.56
+ ,122.72
+ ,116.97
+ ,101.54
+ ,158.38
+ ,122.75
+ ,115.94
+ ,101.54
+ ,154.21
+ ,122.8
+ ,115.91
+ ,101.79
+ ,158.06
+ ,122.81
+ ,116.43
+ ,102.18
+ ,154.83
+ ,122.83
+ ,116.26
+ ,102.37
+ ,150.89
+ ,122.83
+ ,116.35
+ ,102.46
+ ,149.22
+ ,122.83
+ ,117.9
+ ,102.46
+ ,148.34
+ ,122.84
+ ,117.7
+ ,102.03
+ ,143.88
+ ,122.85
+ ,117.53
+ ,102.26
+ ,134.48
+ ,123.61
+ ,117.86
+ ,102.33
+ ,133.73
+ ,124.74
+ ,117.65
+ ,102.44
+ ,130.08
+ ,125.1
+ ,116.51
+ ,102.5
+ ,123.11
+ ,125.29
+ ,115.93
+ ,102.52
+ ,122.08
+ ,125.45
+ ,115.31
+ ,102.66
+ ,126.83
+ ,125.51
+ ,115
+ ,102.72
+ ,123.17
+ ,125.55)
+ ,dim=c(4
+ ,45)
+ ,dimnames=list(c('vmtot'
+ ,'ktot'
+ ,'btot'
+ ,'ttot')
+ ,1:45))
>  y <- array(NA,dim=c(4,45),dimnames=list(c('vmtot','ktot','btot','ttot'),1:45))
>  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/rcomp/tmp/1aqf31257426225.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 cor.test.default(x, y, method = "kendall") :
  Cannot compute exact p-value with ties
2: In cor.test.default(x, y, method = "kendall") :
  Cannot compute exact p-value with ties
3: In cor.test.default(x, y, method = "kendall") :
  Cannot compute exact p-value with ties
4: In cor.test.default(x, y, method = "kendall") :
  Cannot compute exact p-value with ties
5: In cor.test.default(x, y, method = "kendall") :
  Cannot compute exact p-value with ties
6: In cor.test.default(x, y, method = "kendall") :
  Cannot compute exact p-value with ties
> dev.off()
null device 
          1 
> 
> #Note: the /var/www/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/www/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 = 7.332, p-value = 2.267e-13
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.7615738 

Warning message:
In cor.test.default(y[1, ], y[2, ], method = "kendall") :
  Cannot compute exact p-value with ties
> 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)
+ }
+ }
Warning messages:
1: In cor.test.default(y[i, ], y[j, ], method = "kendall") :
  Cannot compute exact p-value with ties
2: In cor.test.default(y[i, ], y[j, ], method = "kendall") :
  Cannot compute exact p-value with ties
3: In cor.test.default(y[i, ], y[j, ], method = "kendall") :
  Cannot compute exact p-value with ties
4: In cor.test.default(y[i, ], y[j, ], method = "kendall") :
  Cannot compute exact p-value with ties
5: In cor.test.default(y[i, ], y[j, ], method = "kendall") :
  Cannot compute exact p-value with ties
6: In cor.test.default(y[i, ], y[j, ], method = "kendall") :
  Cannot compute exact p-value with ties
> a<-table.end(a)
> table.save(a,file="/var/www/rcomp/tmp/2d9px1257426225.tab") 
> 
> system("convert tmp/1aqf31257426225.ps tmp/1aqf31257426225.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.510   0.370   0.705