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(101
+ ,100.64
+ ,4.54
+ ,9
+ ,100.88
+ ,100.63
+ ,4.23
+ ,8.6
+ ,100.55
+ ,100.43
+ ,3.96
+ ,8.8
+ ,100.83
+ ,100.8
+ ,3.94
+ ,8.5
+ ,101.51
+ ,101.33
+ ,4.25
+ ,8.3
+ ,102.16
+ ,101.88
+ ,4.76
+ ,8.2
+ ,102.39
+ ,101.85
+ ,4.44
+ ,8
+ ,102.54
+ ,102.04
+ ,4.19
+ ,7.9
+ ,102.85
+ ,102.22
+ ,4.55
+ ,8
+ ,103.47
+ ,102.63
+ ,4.82
+ ,9.3
+ ,103.57
+ ,102.65
+ ,4.80
+ ,9.6
+ ,103.69
+ ,102.54
+ ,4.84
+ ,9
+ ,103.5
+ ,102.37
+ ,4.16
+ ,8.7
+ ,103.47
+ ,102.68
+ ,4.25
+ ,8.3
+ ,103.45
+ ,102.76
+ ,4.56
+ ,8.4
+ ,103.48
+ ,102.82
+ ,4.31
+ ,7.8
+ ,103.93
+ ,103.31
+ ,4.06
+ ,7.8
+ ,103.89
+ ,103.23
+ ,3.37
+ ,7.6
+ ,104.4
+ ,103.6
+ ,3.64
+ ,7.7
+ ,104.79
+ ,103.95
+ ,3.87
+ ,7.6
+ ,104.77
+ ,103.93
+ ,3.55
+ ,7.6
+ ,105.13
+ ,104.25
+ ,3.28
+ ,8.6
+ ,105.26
+ ,104.38
+ ,3.31
+ ,8.6
+ ,104.96
+ ,104.36
+ ,2.90
+ ,8.2
+ ,104.75
+ ,104.32
+ ,2.89
+ ,7.5
+ ,105.01
+ ,104.58
+ ,3.17
+ ,7.1
+ ,105.15
+ ,104.68
+ ,3.32
+ ,7
+ ,105.2
+ ,104.92
+ ,3.34
+ ,6.9
+ ,105.77
+ ,105.46
+ ,3.45
+ ,6.6
+ ,105.78
+ ,105.23
+ ,3.50
+ ,6.3
+ ,106.26
+ ,105.58
+ ,3.46
+ ,6.1
+ ,106.13
+ ,105.34
+ ,2.96
+ ,5.9
+ ,106.12
+ ,105.28
+ ,2.97
+ ,6
+ ,106.57
+ ,105.7
+ ,3.05
+ ,7.2
+ ,106.44
+ ,105.67
+ ,2.80
+ ,7.2
+ ,106.54
+ ,105.71
+ ,3.19
+ ,6.4
+ ,107.1
+ ,106.19
+ ,3.92
+ ,6.1
+ ,108.1
+ ,106.93
+ ,4.62
+ ,5.9
+ ,108.4
+ ,107.44
+ ,4.77
+ ,6.1
+ ,108.84
+ ,107.85
+ ,5.14
+ ,5.9
+ ,109.62
+ ,108.71
+ ,5.32
+ ,5.8
+ ,110.42
+ ,109.32
+ ,6.07
+ ,5.7
+ ,110.67
+ ,109.49
+ ,5.83
+ ,5.6
+ ,111.66
+ ,110.2
+ ,6.89
+ ,5.3
+ ,112.28
+ ,110.62
+ ,7.48
+ ,5.5
+ ,112.87
+ ,111.22
+ ,7.59
+ ,6.5
+ ,112.18
+ ,110.88
+ ,7.07
+ ,6.5
+ ,112.36
+ ,111.15
+ ,7.14
+ ,6.1
+ ,112.16
+ ,111.29
+ ,6.40
+ ,5.9
+ ,111.49
+ ,111.09
+ ,4.82
+ ,5.8
+ ,111.25
+ ,111.24
+ ,4.31
+ ,6.2
+ ,111.36
+ ,111.45
+ ,4.00
+ ,6.5
+ ,111.74
+ ,111.75
+ ,3.61
+ ,6.6
+ ,111.1
+ ,111.07
+ ,2.30
+ ,6.7
+ ,111.33
+ ,111.17
+ ,2.28
+ ,6.6
+ ,111.25
+ ,110.96
+ ,1.31
+ ,6.5
+ ,111.04
+ ,110.5
+ ,0.58
+ ,6.8
+ ,110.97
+ ,110.48
+ ,0.00
+ ,7.8
+ ,111.31
+ ,110.66
+ ,0.90
+ ,7.9
+ ,111.02
+ ,110.46
+ ,0.49
+ ,7.4)
+ ,dim=c(4
+ ,60)
+ ,dimnames=list(c('Cons'
+ ,'Gezond'
+ ,'Inflatie'
+ ,'Werk')
+ ,1:60))
>  y <- array(NA,dim=c(4,60),dimnames=list(c('Cons','Gezond','Inflatie','Werk'),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/1xcnp1257953500.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 = 10.2944, p-value < 2.2e-16
alternative hypothesis: true tau is not equal to 0 
sample estimates:
    tau 
0.91238 

> 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/2y9rw1257953500.tab") 
> 
> system("convert tmp/1xcnp1257953500.ps tmp/1xcnp1257953500.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.499   0.199   0.606