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.
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> x <- array(list(97.4
+ ,106.7
+ ,96.7
+ ,116.7
+ ,97
+ ,104.7
+ ,94.7
+ ,109
+ ,105.4
+ ,107.4
+ ,90.1
+ ,119.5
+ ,102.7
+ ,109.8
+ ,87.9
+ ,115.1
+ ,98.1
+ ,103.4
+ ,76.3
+ ,107.1
+ ,104.5
+ ,114.8
+ ,82.6
+ ,109.7
+ ,87.4
+ ,114.3
+ ,81.8
+ ,110.4
+ ,89.9
+ ,109.6
+ ,66.2
+ ,105
+ ,109.8
+ ,118.3
+ ,97.8
+ ,115.8
+ ,111.7
+ ,127.3
+ ,94.7
+ ,116.4
+ ,98.6
+ ,112.3
+ ,81.2
+ ,111.1
+ ,96.9
+ ,114.9
+ ,70.6
+ ,119.5
+ ,95.1
+ ,108.2
+ ,87.6
+ ,110.9
+ ,97
+ ,105.4
+ ,89.3
+ ,115.1
+ ,112.7
+ ,122.1
+ ,99.6
+ ,125.2
+ ,102.9
+ ,113.5
+ ,83.9
+ ,116
+ ,97.4
+ ,110
+ ,74.7
+ ,112.9
+ ,111.4
+ ,125.3
+ ,91.2
+ ,121.7
+ ,87.4
+ ,114.3
+ ,80.8
+ ,123.2
+ ,96.8
+ ,115.6
+ ,72.3
+ ,116.6
+ ,114.1
+ ,127.1
+ ,99.7
+ ,136.2
+ ,110.3
+ ,123
+ ,90.1
+ ,120.9
+ ,103.9
+ ,122.2
+ ,83.1
+ ,119.6
+ ,101.6
+ ,126.4
+ ,71.9
+ ,125.9
+ ,94.6
+ ,112.7
+ ,78.6
+ ,116.1
+ ,95.9
+ ,105.8
+ ,87.2
+ ,107.5
+ ,104.7
+ ,120.9
+ ,90.6
+ ,116.7
+ ,102.8
+ ,116.3
+ ,80
+ ,112.5
+ ,98.1
+ ,115.7
+ ,73.1
+ ,113
+ ,113.9
+ ,127.9
+ ,85.6
+ ,126.4
+ ,80.9
+ ,108.3
+ ,73.8
+ ,114.1
+ ,95.7
+ ,121.1
+ ,70.6
+ ,112.5
+ ,113.2
+ ,128.6
+ ,91.8
+ ,112.4
+ ,105.9
+ ,123.1
+ ,81.3
+ ,113.1
+ ,108.8
+ ,127.7
+ ,85.2
+ ,116.3
+ ,102.3
+ ,126.6
+ ,69.6
+ ,111.7
+ ,99
+ ,118.4
+ ,83.3
+ ,118.8
+ ,100.7
+ ,110
+ ,89.8
+ ,116.5
+ ,115.5
+ ,129.6
+ ,99.5
+ ,125.1
+ ,100.7
+ ,115.8
+ ,78.9
+ ,113.1
+ ,109.9
+ ,125.9
+ ,83.8
+ ,119.6
+ ,114.6
+ ,128.4
+ ,92
+ ,114.4
+ ,85.4
+ ,114
+ ,80.9
+ ,114
+ ,100.5
+ ,125.6
+ ,74.6
+ ,117.8
+ ,114.8
+ ,128.5
+ ,97.9
+ ,117
+ ,116.5
+ ,136.6
+ ,88.3
+ ,120.9
+ ,112.9
+ ,133.1
+ ,88.1
+ ,115
+ ,102
+ ,124.6
+ ,66.4
+ ,117.3
+ ,106
+ ,123.5
+ ,92.3
+ ,119.4
+ ,105.3
+ ,117.2
+ ,95.6
+ ,114.9
+ ,118.8
+ ,135.5
+ ,99.7
+ ,125.8
+ ,106.1
+ ,124.8
+ ,78.9
+ ,117.6
+ ,109.3
+ ,127.8
+ ,79.4
+ ,117.6
+ ,117.2
+ ,133.1
+ ,87.8
+ ,114.9
+ ,92.5
+ ,125.7
+ ,80.5
+ ,121.9
+ ,104.2
+ ,128.4
+ ,71.8
+ ,117
+ ,112.5
+ ,131.9
+ ,89.2
+ ,106.4
+ ,122.4
+ ,146.3
+ ,96.4
+ ,110.5
+ ,113.3
+ ,140.6
+ ,83.5
+ ,113.6)
+ ,dim=c(4
+ ,59)
+ ,dimnames=list(c('TIip'
+ ,'ipv&g'
+ ,'ipk&t'
+ ,'ipchn')
+ ,1:59))
>  y <- array(NA,dim=c(4,59),dimnames=list(c('TIip','ipv&g','ipk&t','ipchn'),1:59))
>  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/1g3921258282685.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 = 6.7173, p-value = 1.851e-11
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.6018166 

> 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/20b791258282685.tab") 
> 
> system("convert tmp/1g3921258282685.ps tmp/1g3921258282685.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.498   0.204   0.561