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
'help.start()' for an HTML browser interface to help.
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> x <- array(list(105.7
+ ,80.9
+ ,94.1
+ ,-11
+ ,105.7
+ ,113.8
+ ,95.8
+ ,-9
+ ,111.1
+ ,71.2
+ ,99.3
+ ,-10
+ ,82.4
+ ,55.8
+ ,101.1
+ ,-13
+ ,60
+ ,61
+ ,104
+ ,-11
+ ,107.3
+ ,60.8
+ ,99
+ ,-5
+ ,99.3
+ ,74.3
+ ,105.4
+ ,-15
+ ,113.5
+ ,66.5
+ ,107.1
+ ,-6
+ ,108.9
+ ,71
+ ,110.7
+ ,-6
+ ,100.2
+ ,61.6
+ ,117.1
+ ,-3
+ ,103.9
+ ,66.4
+ ,118.7
+ ,-1
+ ,138.7
+ ,74.7
+ ,126.5
+ ,-3
+ ,120.2
+ ,72.4
+ ,127.5
+ ,-4
+ ,100.2
+ ,76.4
+ ,134.6
+ ,-6
+ ,143.2
+ ,86.4
+ ,131.8
+ ,0
+ ,70.9
+ ,73.9
+ ,135.9
+ ,-4
+ ,85.2
+ ,133.1
+ ,142.7
+ ,-2
+ ,133
+ ,83.3
+ ,141.7
+ ,-2
+ ,136.6
+ ,85.8
+ ,153.4
+ ,-6
+ ,117.9
+ ,76.8
+ ,145
+ ,-7
+ ,106.3
+ ,92.7
+ ,137.7
+ ,-6
+ ,122.3
+ ,68.8
+ ,148.3
+ ,-6
+ ,125.5
+ ,69.4
+ ,152.2
+ ,-3
+ ,148.4
+ ,97
+ ,169.4
+ ,-2
+ ,126.3
+ ,84.6
+ ,168.6
+ ,-5
+ ,99.6
+ ,84.2
+ ,161.1
+ ,-11
+ ,140.4
+ ,201.8
+ ,174.1
+ ,-11
+ ,80.3
+ ,83.1
+ ,179
+ ,-11
+ ,92.6
+ ,69.4
+ ,190.6
+ ,-10
+ ,138.5
+ ,78.8
+ ,190
+ ,-14
+ ,110.9
+ ,77.1
+ ,181.6
+ ,-8
+ ,119.6
+ ,90.7
+ ,174.8
+ ,-9
+ ,105
+ ,107.5
+ ,180.5
+ ,-5
+ ,109
+ ,81.4
+ ,196.8
+ ,-1
+ ,129.4
+ ,83.3
+ ,193.8
+ ,-2
+ ,148.6
+ ,105.7
+ ,197
+ ,-5
+ ,101.4
+ ,85.8
+ ,216.3
+ ,-4
+ ,134.8
+ ,87.2
+ ,221.4
+ ,-6
+ ,143.7
+ ,87.5
+ ,217.9
+ ,-2
+ ,81.6
+ ,77.5
+ ,229.7
+ ,-2
+ ,90.3
+ ,78.5
+ ,227.4
+ ,-2
+ ,141.5
+ ,89.7
+ ,204.2
+ ,-2
+ ,140.7
+ ,94.3
+ ,196.6
+ ,2
+ ,140.2
+ ,104.4
+ ,198.8
+ ,1
+ ,100.2
+ ,115.9
+ ,207.5
+ ,-8
+ ,125.7
+ ,90
+ ,190.7
+ ,-1
+ ,119.6
+ ,91.1
+ ,201.6
+ ,1
+ ,134.7
+ ,119.8
+ ,210.5
+ ,-1
+ ,109
+ ,101.9
+ ,223.5
+ ,2
+ ,116.3
+ ,99.2
+ ,223.8
+ ,2
+ ,146.9
+ ,115.7
+ ,231.2
+ ,1
+ ,97.4
+ ,94.9
+ ,244
+ ,-1
+ ,89.4
+ ,99.8
+ ,234.7
+ ,-2
+ ,132.1
+ ,109.6
+ ,250.2
+ ,-2
+ ,139.8
+ ,109
+ ,265.7
+ ,-1
+ ,129
+ ,119.6
+ ,287.6
+ ,-8
+ ,112.5
+ ,119.2
+ ,283.3
+ ,-4
+ ,121.9
+ ,94.6
+ ,295.4
+ ,-6
+ ,121.7
+ ,102.5
+ ,312.3
+ ,-3
+ ,123.1
+ ,105.4
+ ,333.8
+ ,-3)
+ ,dim=c(4
+ ,60)
+ ,dimnames=list(c('Auto'
+ ,'Overige'
+ ,'Prijsindex'
+ ,'Consumentenvertrouwen')
+ ,1:60))
>  y <- array(NA,dim=c(4,60),dimnames=list(c('Auto','Overige','Prijsindex','Consumentenvertrouwen'),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/1kc4f1257952008.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 = 2.8132, p-value = 0.004905
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.2497877 

> 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/2dwwy1257952008.tab") 
> 
> system("convert tmp/1kc4f1257952008.ps tmp/1kc4f1257952008.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.700   0.272   0.775