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
'help.start()' for an HTML browser interface to help.
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> x <- array(list(2.155
+ ,22.782
+ ,17
+ ,12.7
+ ,2.172
+ ,19.169
+ ,14
+ ,12.3
+ ,2.15
+ ,13.807
+ ,15
+ ,11.9
+ ,2.533
+ ,29.743
+ ,16
+ ,12
+ ,2.058
+ ,25.591
+ ,16
+ ,12.3
+ ,2.16
+ ,29.096
+ ,15
+ ,12.8
+ ,2.26
+ ,26.482
+ ,13
+ ,12.4
+ ,2.498
+ ,22.405
+ ,12
+ ,12.3
+ ,2.695
+ ,27.044
+ ,13
+ ,12.7
+ ,2.799
+ ,17.97
+ ,13
+ ,12.7
+ ,2.947
+ ,18.73
+ ,12
+ ,12.9
+ ,2.93
+ ,19.684
+ ,10
+ ,13
+ ,2.318
+ ,19.785
+ ,14
+ ,12.2
+ ,2.54
+ ,18.479
+ ,14
+ ,12.3
+ ,2.57
+ ,10.698
+ ,15
+ ,12.8
+ ,2.669
+ ,31.956
+ ,16
+ ,12.8
+ ,2.45
+ ,29.506
+ ,16
+ ,12.8
+ ,2.842
+ ,34.506
+ ,15
+ ,12.2
+ ,3.44
+ ,27.165
+ ,15
+ ,12.6
+ ,2.678
+ ,26.736
+ ,13
+ ,12.8
+ ,2.981
+ ,23.691
+ ,15
+ ,12.5
+ ,2.26
+ ,18.157
+ ,15
+ ,12.4
+ ,2.844
+ ,17.328
+ ,15
+ ,12.3
+ ,2.546
+ ,18.205
+ ,13
+ ,11.9
+ ,2.456
+ ,20.995
+ ,16
+ ,11.7
+ ,2.295
+ ,17.382
+ ,16
+ ,12
+ ,2.379
+ ,9.367
+ ,14
+ ,12.1
+ ,2.479
+ ,31.124
+ ,16
+ ,11.7
+ ,2.057
+ ,26.551
+ ,15
+ ,11.8
+ ,2.28
+ ,30.651
+ ,14
+ ,11.8
+ ,2.351
+ ,25.859
+ ,15
+ ,11.8
+ ,2.276
+ ,25.1
+ ,15
+ ,11.3
+ ,2.548
+ ,25.778
+ ,14
+ ,11.3
+ ,2.311
+ ,20.418
+ ,13
+ ,11.3
+ ,2.201
+ ,18.688
+ ,12
+ ,11.2
+ ,2.725
+ ,20.424
+ ,13
+ ,11.4
+ ,2.408
+ ,24.776
+ ,12
+ ,12.2
+ ,2.139
+ ,19.814
+ ,9
+ ,12.9
+ ,1.898
+ ,12.738
+ ,10
+ ,13.1
+ ,2.537
+ ,31.566
+ ,8
+ ,13.5
+ ,2.069
+ ,30.111
+ ,11
+ ,13.6
+ ,2.063
+ ,30.019
+ ,8
+ ,14.4
+ ,2.524
+ ,31.934
+ ,8
+ ,14.1
+ ,2.437
+ ,25.826
+ ,8
+ ,15.1
+ ,2.189
+ ,26.835
+ ,4
+ ,15.8
+ ,2.793
+ ,20.205
+ ,6
+ ,15.9
+ ,2.074
+ ,17.789
+ ,8
+ ,15.4
+ ,2.622
+ ,20.52
+ ,10
+ ,15.5
+ ,2.278
+ ,22.518
+ ,5
+ ,14.8
+ ,2.144
+ ,15.572
+ ,6
+ ,13.2
+ ,2.427
+ ,11.509
+ ,5
+ ,12.7
+ ,2.139
+ ,25.447
+ ,9
+ ,12.1
+ ,1.828
+ ,24.09
+ ,8
+ ,11.9
+ ,2.072
+ ,27.786
+ ,6
+ ,10.6
+ ,1.8
+ ,26.195
+ ,9
+ ,10.7
+ ,1.758
+ ,20.516
+ ,11
+ ,0.8
+ ,2.246
+ ,22.759
+ ,11
+ ,0.9
+ ,1.987
+ ,19.028
+ ,8
+ ,8.3
+ ,1.868
+ ,16.971
+ ,11
+ ,9.3
+ ,2.514
+ ,20.036
+ ,11
+ ,9
+ ,2.121
+ ,22.485
+ ,13
+ ,9.1)
+ ,dim=c(4
+ ,61)
+ ,dimnames=list(c('gebouwen'
+ ,'auto'
+ ,'prijsindex'
+ ,'financielesituatie')
+ ,1:61))
>  y <- array(NA,dim=c(4,61),dimnames=list(c('gebouwen','auto','prijsindex','financielesituatie'),1:61))
>  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/13csz1258117475.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 = 0.4107, p-value = 0.6813
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.0360853 

> 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/2sc261258117475.tab") 
> 
> system("convert tmp/13csz1258117475.ps tmp/13csz1258117475.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.489   0.217   0.563