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.
Type 'q()' to quit R.

> x <- array(list(139.72
+ ,69.4
+ ,68.56
+ ,1.9
+ ,139.91
+ ,57.2
+ ,68.65
+ ,2.6
+ ,139.97
+ ,68
+ ,68.68
+ ,2.3
+ ,139.98
+ ,53.3
+ ,68.69
+ ,2.4
+ ,140.03
+ ,47.9
+ ,68.71
+ ,2.2
+ ,140.03
+ ,60.8
+ ,68.71
+ ,2
+ ,140.26
+ ,61.7
+ ,68.82
+ ,2.9
+ ,142.15
+ ,57.8
+ ,69.75
+ ,2.6
+ ,143.54
+ ,51.4
+ ,70.43
+ ,2.3
+ ,144.5
+ ,50.5
+ ,70.91
+ ,2.3
+ ,145.65
+ ,48.1
+ ,71.47
+ ,2.6
+ ,146.47
+ ,58.7
+ ,71.87
+ ,3.1
+ ,147.36
+ ,54
+ ,72.31
+ ,2.8
+ ,147.89
+ ,56.1
+ ,72.56
+ ,2.5
+ ,149.23
+ ,60.4
+ ,73.23
+ ,2.9
+ ,149.93
+ ,51.2
+ ,73.57
+ ,3.1
+ ,150.24
+ ,50.7
+ ,73.72
+ ,3.1
+ ,150.15
+ ,56.4
+ ,73.68
+ ,3.2
+ ,150.31
+ ,53.3
+ ,73.76
+ ,2.5
+ ,150.31
+ ,52.6
+ ,73.76
+ ,2.6
+ ,150.37
+ ,47.7
+ ,73.78
+ ,2.9
+ ,107.59
+ ,49.5
+ ,73.97
+ ,2.6
+ ,107.59
+ ,48.5
+ ,73.97
+ ,2.4
+ ,107.59
+ ,55.3
+ ,73.97
+ ,1.7
+ ,107.59
+ ,49.8
+ ,73.97
+ ,2
+ ,107.59
+ ,57.4
+ ,73.97
+ ,2.2
+ ,107.58
+ ,64.6
+ ,73.97
+ ,1.9
+ ,108.28
+ ,53
+ ,73.96
+ ,1.6
+ ,109.71
+ ,41.5
+ ,74.44
+ ,1.6
+ ,110.21
+ ,55.9
+ ,75.43
+ ,1.2
+ ,110.27
+ ,58.4
+ ,75.77
+ ,1.2
+ ,110.32
+ ,53.5
+ ,75.82
+ ,1.5
+ ,110.33
+ ,50.6
+ ,75.85
+ ,1.6
+ ,110.33
+ ,58.5
+ ,75.85
+ ,1.7
+ ,113.38
+ ,49.1
+ ,75.85
+ ,1.8
+ ,119.37
+ ,61.1
+ ,77.95
+ ,1.8
+ ,123.37
+ ,52.3
+ ,82.07
+ ,1.8
+ ,123.75
+ ,58.4
+ ,84.82
+ ,1.3
+ ,124.13
+ ,65.5
+ ,85.08
+ ,1.3
+ ,124.59
+ ,61.7
+ ,85.34
+ ,1.4
+ ,124.59
+ ,45.1
+ ,85.65
+ ,1.1
+ ,124.68
+ ,52.1
+ ,85.65
+ ,1.5
+ ,124.7
+ ,59.3
+ ,85.72
+ ,2.2
+ ,124.7
+ ,57.9
+ ,85.73
+ ,2.9
+ ,124.7
+ ,45
+ ,85.73
+ ,3.1
+ ,124.7
+ ,64.9
+ ,85.73
+ ,3.5
+ ,124.71
+ ,63.8
+ ,85.73
+ ,3.6
+ ,125.55
+ ,69.4
+ ,85.74
+ ,4.4
+ ,127.41
+ ,71.1
+ ,86.32
+ ,4.2
+ ,127.73
+ ,62.9
+ ,87.59
+ ,5.2
+ ,127.8
+ ,73.5
+ ,87.81
+ ,5.8
+ ,127.91
+ ,62.7
+ ,87.87
+ ,5.9
+ ,127.94
+ ,51.9
+ ,87.94
+ ,5.4
+ ,128.01
+ ,73.3
+ ,87.96
+ ,5.5
+ ,128.01
+ ,66.7
+ ,88.01
+ ,4.7
+ ,128.01
+ ,62.5
+ ,88.01
+ ,3.1
+ ,128.01
+ ,70.3
+ ,88.01
+ ,2.6
+ ,128.01
+ ,66.1
+ ,88.01
+ ,2.3
+ ,128.86
+ ,59.6
+ ,88.01
+ ,1.9
+ ,124.74
+ ,66.3
+ ,88.59
+ ,0.6)
+ ,dim=c(4
+ ,60)
+ ,dimnames=list(c('icTab'
+ ,'ipTab'
+ ,'gemCP'
+ ,'infl')
+ ,1:60))
>  y <- array(NA,dim=c(4,60),dimnames=list(c('icTab','ipTab','gemCP','infl'),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/19sm91258160709.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 = 0.2043, p-value = 0.8381
alternative hypothesis: true tau is not equal to 0 
sample estimates:
       tau 
0.01825492 

> 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/2f4ve1258160709.tab") 
> 
> system("convert tmp/19sm91258160709.ps tmp/19sm91258160709.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.492   0.204   0.851