R version 2.9.0 (2009-04-17)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
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(3922
+ ,22782
+ ,-0.6
+ ,6.7
+ ,3759
+ ,16169
+ ,-0.2
+ ,6.5
+ ,4138
+ ,13807
+ ,-0.7
+ ,6.2
+ ,4634
+ ,29743
+ ,-0.1
+ ,6.2
+ ,3995
+ ,25591
+ ,0.7
+ ,6.5
+ ,4308
+ ,29096
+ ,1.5
+ ,6.8
+ ,4143
+ ,26482
+ ,1.6
+ ,6.8
+ ,4429
+ ,22404
+ ,2.8
+ ,6.5
+ ,5219
+ ,27044
+ ,3.3
+ ,5.9
+ ,4929
+ ,17970
+ ,3.5
+ ,5.5
+ ,5755
+ ,18730
+ ,3.9
+ ,5.6
+ ,5592
+ ,19684
+ ,4.8
+ ,6
+ ,4163
+ ,19785
+ ,5.1
+ ,6.3
+ ,4962
+ ,18479
+ ,4.9
+ ,6.2
+ ,5208
+ ,10698
+ ,5.2
+ ,5.6
+ ,4755
+ ,31956
+ ,5.1
+ ,5.4
+ ,4491
+ ,29506
+ ,4.6
+ ,5.7
+ ,5732
+ ,34506
+ ,3.7
+ ,5.9
+ ,5731
+ ,27165
+ ,3.9
+ ,6.2
+ ,5040
+ ,26736
+ ,3.1
+ ,6.3
+ ,6102
+ ,23691
+ ,2.8
+ ,6.1
+ ,4904
+ ,18157
+ ,2.6
+ ,5.9
+ ,5369
+ ,17328
+ ,2.2
+ ,5.9
+ ,5578
+ ,18205
+ ,1.8
+ ,5.7
+ ,4619
+ ,20995
+ ,1.3
+ ,5.9
+ ,4731
+ ,17382
+ ,1.2
+ ,6.1
+ ,5011
+ ,9367
+ ,1.4
+ ,6.1
+ ,5299
+ ,31124
+ ,1.3
+ ,6.5
+ ,4146
+ ,26551
+ ,1.3
+ ,6.8
+ ,4625
+ ,30651
+ ,1.9
+ ,6.8
+ ,4736
+ ,25859
+ ,1.9
+ ,6.9
+ ,4219
+ ,25100
+ ,2.1
+ ,6.9
+ ,5116
+ ,25778
+ ,2
+ ,6.8
+ ,4205
+ ,20418
+ ,1.9
+ ,6.6
+ ,4121
+ ,18688
+ ,1.9
+ ,6.5
+ ,5103
+ ,20424
+ ,1.9
+ ,6.5
+ ,4300
+ ,24776
+ ,1.8
+ ,6.5
+ ,4578
+ ,19814
+ ,1.7
+ ,6.7
+ ,3809
+ ,12738
+ ,1.6
+ ,7
+ ,5526
+ ,31566
+ ,1.7
+ ,7.3
+ ,4247
+ ,30111
+ ,1.9
+ ,7.5
+ ,3830
+ ,30019
+ ,1.7
+ ,7.5
+ ,4394
+ ,31934
+ ,1.3
+ ,7.5
+ ,4826
+ ,25826
+ ,2
+ ,7.3
+ ,4409
+ ,26835
+ ,2
+ ,7.1
+ ,4569
+ ,20205
+ ,2.3
+ ,6.9
+ ,4106
+ ,17789
+ ,2
+ ,7
+ ,4794
+ ,20520
+ ,1.7
+ ,7.1
+ ,3914
+ ,22518
+ ,2.3
+ ,7.2
+ ,3793
+ ,15572
+ ,2.4
+ ,7.1
+ ,4405
+ ,11509
+ ,2.4
+ ,6.8
+ ,4022
+ ,25447
+ ,2.3
+ ,6.9
+ ,4100
+ ,24090
+ ,2.1
+ ,6.9
+ ,4788
+ ,27786
+ ,2.1
+ ,7.3
+ ,3163
+ ,26195
+ ,2.5
+ ,7.4
+ ,3585
+ ,20516
+ ,2
+ ,7.2
+ ,3903
+ ,22759
+ ,1.8
+ ,6.9
+ ,4178
+ ,19028
+ ,1.7
+ ,6.8
+ ,3863
+ ,16971
+ ,1.9
+ ,7.1
+ ,4187
+ ,20036
+ ,2.1
+ ,7.4)
+ ,dim=c(4
+ ,60)
+ ,dimnames=list(c('bouwaanvragen'
+ ,'inschrijvingen_autos'
+ ,'BBP'
+ ,'werkloosheid')
+ ,1:60))
>  y <- array(NA,dim=c(4,60),dimnames=list(c('bouwaanvragen','inschrijvingen_autos','BBP','werkloosheid'),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/1iskm1257936152.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 = 1.1863, p-value = 0.2355
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.1050847 

> 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/2h8jg1257936152.tab") 
> 
> system("convert tmp/1iskm1257936152.ps tmp/1iskm1257936152.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.509   0.206   0.749