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 'demo()' for some demos, 'help()' for on-line help, or
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> x <- array(list(3
+ ,104.29
+ ,101.2
+ ,521
+ ,3.21
+ ,104.56
+ ,101.1
+ ,501
+ ,3.37
+ ,104.79
+ ,100.7
+ ,518
+ ,3.51
+ ,105.08
+ ,100.1
+ ,547
+ ,3.75
+ ,105.21
+ ,99.9
+ ,629
+ ,4.11
+ ,105.43
+ ,99.7
+ ,572
+ ,4.25
+ ,105.69
+ ,99.5
+ ,582
+ ,4.25
+ ,105.74
+ ,99.2
+ ,574
+ ,4.5
+ ,106.2
+ ,99
+ ,461
+ ,4.7
+ ,106.04
+ ,99
+ ,576
+ ,4.75
+ ,106.45
+ ,99.3
+ ,460
+ ,4.75
+ ,106.4
+ ,99.5
+ ,455
+ ,4.75
+ ,106.48
+ ,99.7
+ ,444
+ ,4.75
+ ,106.83
+ ,100
+ ,488
+ ,4.75
+ ,107.14
+ ,100.4
+ ,513
+ ,4.75
+ ,107.94
+ ,100.6
+ ,468
+ ,4.58
+ ,108.46
+ ,100.7
+ ,488
+ ,4.5
+ ,108.81
+ ,100.7
+ ,536
+ ,4.5
+ ,108.92
+ ,100.6
+ ,486
+ ,4.49
+ ,108.99
+ ,100.5
+ ,460
+ ,4.03
+ ,109.16
+ ,100.6
+ ,376
+ ,3.75
+ ,109.22
+ ,100.5
+ ,503
+ ,3.39
+ ,109.43
+ ,100.4
+ ,369
+ ,3.25
+ ,109.23
+ ,100.3
+ ,353
+ ,3.25
+ ,109.93
+ ,100.4
+ ,359
+ ,3.25
+ ,110.09
+ ,100.4
+ ,400
+ ,3.25
+ ,110.33
+ ,100.4
+ ,374
+ ,3.25
+ ,110.11
+ ,100.4
+ ,430
+ ,3.25
+ ,110.35
+ ,100.4
+ ,433
+ ,3.25
+ ,110.09
+ ,100.5
+ ,418
+ ,3.25
+ ,110.44
+ ,100.6
+ ,438
+ ,3.25
+ ,110.39
+ ,100.6
+ ,389
+ ,3.25
+ ,110.62
+ ,100.5
+ ,368
+ ,3.25
+ ,110.43
+ ,100.5
+ ,386
+ ,3.25
+ ,110.46
+ ,100.7
+ ,261
+ ,2.85
+ ,110.55
+ ,101.1
+ ,294
+ ,2.75
+ ,110.94
+ ,101.5
+ ,263
+ ,2.75
+ ,111.56
+ ,101.9
+ ,293
+ ,2.55
+ ,111.82
+ ,102.1
+ ,303
+ ,2.5
+ ,111.73
+ ,102.1
+ ,326
+ ,2.5
+ ,111.57
+ ,102.1
+ ,314
+ ,2.1
+ ,111.85
+ ,102.4
+ ,332
+ ,2
+ ,112.06
+ ,102.8
+ ,347
+ ,2
+ ,112.2
+ ,103.1
+ ,290
+ ,2
+ ,112.47
+ ,103.1
+ ,340
+ ,2
+ ,112.15
+ ,102.9
+ ,371
+ ,2
+ ,112.36
+ ,102.4
+ ,340
+ ,2
+ ,112.32
+ ,101.9
+ ,376
+ ,2
+ ,112.67
+ ,101.3
+ ,322
+ ,2
+ ,113.02
+ ,100.7
+ ,364
+ ,2
+ ,113.05
+ ,100.6
+ ,379
+ ,2
+ ,113.5
+ ,101
+ ,343
+ ,2
+ ,113.67
+ ,101.5
+ ,358
+ ,2
+ ,113.65
+ ,101.9
+ ,433
+ ,2
+ ,114
+ ,102.1
+ ,344
+ ,2
+ ,114.03
+ ,102.3
+ ,357
+ ,2
+ ,114.08
+ ,102.5
+ ,385
+ ,2
+ ,114.49
+ ,102.9
+ ,392
+ ,2
+ ,114.48
+ ,103.6
+ ,308
+ ,2
+ ,114.25
+ ,104.3
+ ,294)
+ ,dim=c(4
+ ,60)
+ ,dimnames=list(c('Rentevoet'
+ ,'Gezondheidsindex'
+ ,'totaleproductie'
+ ,'bouwaanvragen')
+ ,1:60))
>  y <- array(NA,dim=c(4,60),dimnames=list(c('Rentevoet','Gezondheidsindex','totaleproductie','bouwaanvragen'),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/1y7z71258015547.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 = -7.6557, p-value = 1.923e-14
alternative hypothesis: true tau is not equal to 0 
sample estimates:
       tau 
-0.7156634 

> 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/2kuef1258015547.tab") 
> 
> system("convert tmp/1y7z71258015547.ps tmp/1y7z71258015547.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.485   0.205   0.731