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 'license()' or 'licence()' for distribution details.

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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(98.8
+ ,99.2
+ ,104.08
+ ,106.9
+ ,100.5
+ ,93.6
+ ,103.86
+ ,101.25
+ ,110.4
+ ,104.2
+ ,107.47
+ ,105.82
+ ,96.4
+ ,95.3
+ ,111.1
+ ,118.98
+ ,101.9
+ ,102.7
+ ,117.33
+ ,130.92
+ ,106.2
+ ,103.1
+ ,119.04
+ ,132.83
+ ,81
+ ,100
+ ,123.68
+ ,118.27
+ ,94.7
+ ,107.2
+ ,125.9
+ ,109.32
+ ,101
+ ,107
+ ,124.54
+ ,106.04
+ ,109.4
+ ,119
+ ,119.39
+ ,116.05
+ ,102.3
+ ,110.4
+ ,118.8
+ ,114.83
+ ,90.7
+ ,101.7
+ ,114.81
+ ,111.9
+ ,96.2
+ ,102.4
+ ,117.9
+ ,134.32
+ ,96.1
+ ,98.8
+ ,120.53
+ ,117.92
+ ,106
+ ,105.6
+ ,125.15
+ ,124.62
+ ,103.1
+ ,104.4
+ ,126.49
+ ,127.91
+ ,102
+ ,106.3
+ ,131.85
+ ,131.62
+ ,104.7
+ ,107.2
+ ,127.4
+ ,120.3
+ ,86
+ ,108.5
+ ,131.08
+ ,117.75
+ ,92.1
+ ,106.9
+ ,122.37
+ ,106.62
+ ,106.9
+ ,114.2
+ ,124.34
+ ,113.33
+ ,112.6
+ ,125.9
+ ,119.61
+ ,113.87
+ ,101.7
+ ,110.6
+ ,119.97
+ ,111.25
+ ,92
+ ,110.5
+ ,116.46
+ ,106.84
+ ,97.4
+ ,106.7
+ ,117.03
+ ,114.72
+ ,97
+ ,104.7
+ ,120.96
+ ,113.25
+ ,105.4
+ ,107.4
+ ,124.71
+ ,118.68
+ ,102.7
+ ,109.8
+ ,127.08
+ ,125.75
+ ,98.1
+ ,103.4
+ ,131.91
+ ,122.55
+ ,104.5
+ ,114.8
+ ,137.69
+ ,124.53
+ ,87.4
+ ,114.3
+ ,142.46
+ ,120.69
+ ,89.9
+ ,109.6
+ ,144.32
+ ,115.93
+ ,109.8
+ ,118.3
+ ,138.06
+ ,137.2
+ ,111.7
+ ,127.3
+ ,124.45
+ ,124.48
+ ,98.6
+ ,112.3
+ ,126.71
+ ,121.12
+ ,96.9
+ ,114.9
+ ,121.83
+ ,115.84
+ ,95.1
+ ,108.2
+ ,122.51
+ ,122.57
+ ,97
+ ,105.4
+ ,125.48
+ ,112.47
+ ,112.7
+ ,122.1
+ ,127.77
+ ,115.81
+ ,102.9
+ ,113.5
+ ,128.03
+ ,128.61
+ ,97.4
+ ,110
+ ,132.84
+ ,131.29
+ ,111.4
+ ,125.3
+ ,133.41
+ ,126.79
+ ,87.4
+ ,114.3
+ ,139.99
+ ,116.55
+ ,96.8
+ ,115.6
+ ,138.53
+ ,105.38
+ ,114.1
+ ,127.1
+ ,136.12
+ ,109.15
+ ,110.3
+ ,123
+ ,124.75
+ ,114.2
+ ,103.9
+ ,122.2
+ ,122.88
+ ,120.15
+ ,101.6
+ ,126.4
+ ,121.46
+ ,118.39
+ ,94.6
+ ,112.7
+ ,118.4
+ ,113.5
+ ,95.9
+ ,105.8
+ ,122.45
+ ,115.1
+ ,104.7
+ ,120.9
+ ,128.94
+ ,129.99
+ ,102.8
+ ,116.3
+ ,133.25
+ ,128.08
+ ,98.1
+ ,115.7
+ ,137.94
+ ,135.64
+ ,113.9
+ ,127.9
+ ,140.04
+ ,121.44
+ ,80.9
+ ,108.3
+ ,130.74
+ ,121.3
+ ,95.7
+ ,121.1
+ ,131.55
+ ,117.69
+ ,113.2
+ ,128.6
+ ,129.47
+ ,110.07
+ ,105.9
+ ,123.1
+ ,125.45
+ ,114.9
+ ,108.8
+ ,127.7
+ ,127.87
+ ,121.15
+ ,102.3
+ ,126.6
+ ,124.68
+ ,123.28)
+ ,dim=c(4
+ ,60)
+ ,dimnames=list(c('iptot'
+ ,'ipvg'
+ ,'indfr'
+ ,'indgr
')
+ ,1:60))
>  y <- array(NA,dim=c(4,60),dimnames=list(c('iptot','ipvg','indfr','indgr
'),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/rcomp/tmp/192ud1258030124.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/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 = 3.8848, p-value = 0.0001024
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.3448473 

> 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/rcomp/tmp/23fz71258030124.tab") 
> 
> system("convert tmp/192ud1258030124.ps tmp/192ud1258030124.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.420   0.370   0.805