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(8.9
+ ,3.58
+ ,98.2
+ ,4634
+ ,8.6
+ ,3.52
+ ,98.71
+ ,3996
+ ,8.3
+ ,3.45
+ ,98.54
+ ,4308
+ ,8.3
+ ,3.36
+ ,98.2
+ ,4143
+ ,8.3
+ ,3.27
+ ,96.92
+ ,4429
+ ,8.4
+ ,3.21
+ ,99.06
+ ,5219
+ ,8.5
+ ,3.19
+ ,99.65
+ ,4929
+ ,8.4
+ ,3.16
+ ,99.82
+ ,5755
+ ,8.6
+ ,3.12
+ ,99.99
+ ,5592
+ ,8.5
+ ,3.06
+ ,100.33
+ ,4163
+ ,8.5
+ ,3.01
+ ,99.31
+ ,4962
+ ,8.4
+ ,2.98
+ ,101.1
+ ,5208
+ ,8.5
+ ,2.97
+ ,101.1
+ ,4755
+ ,8.5
+ ,3.02
+ ,100.93
+ ,4491
+ ,8.5
+ ,3.07
+ ,100.85
+ ,5732
+ ,8.5
+ ,3.18
+ ,100.93
+ ,5731
+ ,8.5
+ ,3.29
+ ,99.6
+ ,5040
+ ,8.5
+ ,3.43
+ ,101.88
+ ,6102
+ ,8.5
+ ,3.61
+ ,101.81
+ ,4904
+ ,8.5
+ ,3.74
+ ,102.38
+ ,5369
+ ,8.6
+ ,3.87
+ ,102.74
+ ,5578
+ ,8.4
+ ,3.88
+ ,102.82
+ ,4619
+ ,8.1
+ ,4.09
+ ,101.72
+ ,4731
+ ,8
+ ,4.19
+ ,103.47
+ ,5011
+ ,8
+ ,4.2
+ ,102.98
+ ,5299
+ ,8
+ ,4.29
+ ,102.68
+ ,4146
+ ,8
+ ,4.37
+ ,102.9
+ ,4625
+ ,7.9
+ ,4.47
+ ,103.03
+ ,4736
+ ,7.8
+ ,4.61
+ ,101.29
+ ,4219
+ ,7.8
+ ,4.65
+ ,103.69
+ ,5116
+ ,7.9
+ ,4.69
+ ,103.68
+ ,4205
+ ,8.1
+ ,4.82
+ ,104.2
+ ,4121
+ ,8
+ ,4.86
+ ,104.08
+ ,5103
+ ,7.6
+ ,4.87
+ ,104.16
+ ,4300
+ ,7.3
+ ,5.01
+ ,103.05
+ ,4578
+ ,7
+ ,5.03
+ ,104.66
+ ,3809
+ ,6.8
+ ,5.13
+ ,104.46
+ ,5526
+ ,7
+ ,5.18
+ ,104.95
+ ,4247
+ ,7.1
+ ,5.21
+ ,105.85
+ ,3830
+ ,7.2
+ ,5.26
+ ,106.23
+ ,4394
+ ,7.1
+ ,5.25
+ ,104.86
+ ,4826
+ ,6.9
+ ,5.2
+ ,107.44
+ ,4409
+ ,6.7
+ ,5.16
+ ,108.23
+ ,4569
+ ,6.7
+ ,5.19
+ ,108.45
+ ,4106
+ ,6.6
+ ,5.39
+ ,109.39
+ ,4794
+ ,6.9
+ ,5.58
+ ,110.15
+ ,3914
+ ,7.3
+ ,5.76
+ ,109.13
+ ,3793
+ ,7.5
+ ,5.89
+ ,110.28
+ ,4405
+ ,7.3
+ ,5.98
+ ,110.17
+ ,4022
+ ,7.1
+ ,6.02
+ ,109.99
+ ,4100
+ ,6.9
+ ,5.62
+ ,109.26
+ ,4788
+ ,7.1
+ ,4.87
+ ,109.11
+ ,3163
+ ,7.5
+ ,4.24
+ ,107.06
+ ,3585
+ ,7.7
+ ,4.02
+ ,109.53
+ ,3903
+ ,7.8
+ ,3.74
+ ,108.92
+ ,4178
+ ,7.8
+ ,3.45
+ ,109.24
+ ,3863
+ ,7.7
+ ,3.34
+ ,109.12
+ ,4187
+ ,7.8
+ ,3.21
+ ,109
+ ,NA
+ ,7.8
+ ,3.12
+ ,107.23
+ ,NA
+ ,7.9
+ ,3.04
+ ,109.49
+ ,NA)
+ ,dim=c(4
+ ,60)
+ ,dimnames=list(c('werkl'
+ ,'rente'
+ ,'cons'
+ ,'bverg')
+ ,1:60))
>  y <- array(NA,dim=c(4,60),dimnames=list(c('werkl','rente','cons','bverg'),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/1cjdq1257963693.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 = -6.4562, p-value = 1.074e-10
alternative hypothesis: true tau is not equal to 0 
sample estimates:
       tau 
-0.5886604 

> 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/2qag91257963693.tab") 
> 
> system("convert tmp/1cjdq1257963693.ps tmp/1cjdq1257963693.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.525   0.215   0.673