R version 2.8.0 (2008-10-20)
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(89.1
+ ,19
+ ,96.96
+ ,98.13
+ ,83.3
+ ,22
+ ,93.11
+ ,98.29
+ ,97.7
+ ,19
+ ,95.62
+ ,99.1
+ ,100.9
+ ,13
+ ,98.30
+ ,99.26
+ ,108.3
+ ,12
+ ,96.38
+ ,98.85
+ ,113.2
+ ,8
+ ,100.82
+ ,98.05
+ ,105
+ ,16
+ ,99.06
+ ,98.53
+ ,104
+ ,19
+ ,94.03
+ ,99.34
+ ,109.8
+ ,19
+ ,102.07
+ ,100.14
+ ,98.6
+ ,24
+ ,99.31
+ ,100.3
+ ,93.5
+ ,20
+ ,98.64
+ ,100.22
+ ,98.2
+ ,14
+ ,101.82
+ ,99.9
+ ,88
+ ,18
+ ,99.14
+ ,99.58
+ ,85.3
+ ,14
+ ,97.63
+ ,99.9
+ ,96.8
+ ,13
+ ,100.06
+ ,100.78
+ ,98.8
+ ,15
+ ,101.32
+ ,100.78
+ ,110.3
+ ,19
+ ,101.49
+ ,100.46
+ ,111.6
+ ,22
+ ,105.43
+ ,100.06
+ ,111.2
+ ,28
+ ,105.09
+ ,100.28
+ ,106.9
+ ,28
+ ,99.48
+ ,100.78
+ ,117.6
+ ,32
+ ,108.53
+ ,101.58
+ ,97
+ ,34
+ ,104.34
+ ,102.06
+ ,97.3
+ ,38
+ ,106.10
+ ,102.02
+ ,98.4
+ ,44
+ ,107.35
+ ,101.68
+ ,87.6
+ ,43
+ ,103.00
+ ,101.32
+ ,87.4
+ ,45
+ ,104.50
+ ,101.81
+ ,94.7
+ ,48
+ ,105.17
+ ,102.3
+ ,101.5
+ ,45
+ ,104.84
+ ,102.12
+ ,110.4
+ ,43
+ ,106.18
+ ,102.1
+ ,108.4
+ ,46
+ ,108.86
+ ,101.75
+ ,109.7
+ ,55
+ ,107.77
+ ,101.5
+ ,105.2
+ ,52
+ ,102.74
+ ,102.16
+ ,111.1
+ ,51
+ ,112.63
+ ,103.47
+ ,96.2
+ ,52
+ ,106.26
+ ,104.05
+ ,97.3
+ ,54
+ ,108.86
+ ,104.09
+ ,98.9
+ ,58
+ ,111.38
+ ,103.55
+ ,91.7
+ ,55
+ ,106.85
+ ,102.77
+ ,90.9
+ ,56
+ ,107.86
+ ,102.89
+ ,98.8
+ ,39
+ ,107.94
+ ,103.6
+ ,111.5
+ ,35
+ ,111.38
+ ,103.76
+ ,119
+ ,34
+ ,111.29
+ ,103.92
+ ,115.3
+ ,35
+ ,113.72
+ ,103.35
+ ,116.3
+ ,38
+ ,111.88
+ ,103.32
+ ,113.6
+ ,31
+ ,109.87
+ ,104.2
+ ,115.1
+ ,31
+ ,113.72
+ ,105.44
+ ,109.7
+ ,28
+ ,111.71
+ ,105.81
+ ,97.6
+ ,24
+ ,114.81
+ ,106.25
+ ,100.8
+ ,21
+ ,112.05
+ ,105.94
+ ,94
+ ,10
+ ,111.54
+ ,105.82
+ ,87.2
+ ,14
+ ,110.87
+ ,105.96
+ ,102.9
+ ,18
+ ,110.87
+ ,106.49
+ ,111.3
+ ,9
+ ,115.48
+ ,106.32
+ ,106.6
+ ,7
+ ,111.63
+ ,105.88
+ ,108.9
+ ,9
+ ,116.24
+ ,105.07
+ ,108.3
+ ,13
+ ,113.56
+ ,105.12
+ ,100.5
+ ,11
+ ,106.01
+ ,106.15
+ ,104
+ ,7
+ ,110.45
+ ,107.38
+ ,89.9
+ ,13
+ ,107.77
+ ,107.75
+ ,86.8
+ ,18
+ ,108.61
+ ,107.87
+ ,91.2
+ ,17
+ ,108.19
+ ,107.39)
+ ,dim=c(4
+ ,60)
+ ,dimnames=list(c('Ind'
+ ,'Consve'
+ ,'Best'
+ ,'HICP')
+ ,1:60))
>  y <- array(NA,dim=c(4,60),dimnames=list(c('Ind','Consve','Best','HICP'),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/1urp31258038504.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/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 = 0.2171, p-value = 0.8281
alternative hypothesis: true tau is not equal to 0 
sample estimates:
       tau 
0.01944049 

> 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/20dz21258038504.tab") 
> system("convert tmp/1urp31258038504.ps tmp/1urp31258038504.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.734   0.305   0.816