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(127
+ ,392
+ ,2.75
+ ,30.23
+ ,123
+ ,394
+ ,2.75
+ ,32.33
+ ,118
+ ,392
+ ,2.55
+ ,29.87
+ ,114
+ ,396
+ ,2.5
+ ,24.87
+ ,108
+ ,392
+ ,2.5
+ ,25.48
+ ,111
+ ,396
+ ,2.1
+ ,27.28
+ ,151
+ ,419
+ ,2
+ ,28.24
+ ,159
+ ,421
+ ,2
+ ,29.58
+ ,158
+ ,420
+ ,2
+ ,26.95
+ ,148
+ ,418
+ ,2
+ ,29.08
+ ,138
+ ,410
+ ,2
+ ,28.76
+ ,137
+ ,418
+ ,2
+ ,29.59
+ ,136
+ ,426
+ ,2
+ ,30.7
+ ,133
+ ,428
+ ,2
+ ,30.52
+ ,126
+ ,430
+ ,2
+ ,32.67
+ ,120
+ ,424
+ ,2
+ ,33.19
+ ,114
+ ,423
+ ,2
+ ,37.13
+ ,116
+ ,427
+ ,2
+ ,35.54
+ ,153
+ ,441
+ ,2
+ ,37.75
+ ,162
+ ,449
+ ,2
+ ,41.84
+ ,161
+ ,452
+ ,2
+ ,42.94
+ ,149
+ ,462
+ ,2
+ ,49.24
+ ,139
+ ,455
+ ,2
+ ,44.61
+ ,135
+ ,461
+ ,2
+ ,40.22
+ ,130
+ ,461
+ ,2
+ ,44.23
+ ,127
+ ,463
+ ,2
+ ,25.85
+ ,122
+ ,462
+ ,2
+ ,53.38
+ ,117
+ ,456
+ ,2
+ ,53.26
+ ,112
+ ,455
+ ,2
+ ,51.8
+ ,113
+ ,456
+ ,2
+ ,55.3
+ ,149
+ ,472
+ ,2
+ ,57.81
+ ,157
+ ,472
+ ,2
+ ,63.96
+ ,157
+ ,471
+ ,2
+ ,63.77
+ ,147
+ ,465
+ ,2
+ ,59.15
+ ,137
+ ,459
+ ,2
+ ,56.12
+ ,132
+ ,465
+ ,2.21
+ ,57.42
+ ,125
+ ,468
+ ,2.25
+ ,63.52
+ ,123
+ ,467
+ ,2.25
+ ,61.71
+ ,117
+ ,463
+ ,2.45
+ ,63.01
+ ,114
+ ,460
+ ,2.5
+ ,68.18
+ ,111
+ ,462
+ ,2.5
+ ,72.03
+ ,112
+ ,461
+ ,2.64
+ ,69.75
+ ,144
+ ,476
+ ,2.75
+ ,74.41
+ ,150
+ ,476
+ ,2.93
+ ,74.33
+ ,149
+ ,471
+ ,3
+ ,64.24
+ ,134
+ ,453
+ ,3.17
+ ,60.03
+ ,123
+ ,443
+ ,3.25
+ ,59.44
+ ,116
+ ,442
+ ,3.39
+ ,62.5
+ ,117
+ ,444
+ ,3.5
+ ,55.04
+ ,111
+ ,438
+ ,3.5
+ ,58.34
+ ,105
+ ,427
+ ,3.65
+ ,61.92
+ ,102
+ ,424
+ ,3.75
+ ,67.65
+ ,95
+ ,416
+ ,3.75
+ ,67.68
+ ,93
+ ,406
+ ,3.9
+ ,70.3
+ ,124
+ ,431
+ ,4
+ ,75.26
+ ,130
+ ,434
+ ,4
+ ,71.44
+ ,124
+ ,418
+ ,4
+ ,76.36
+ ,115
+ ,412
+ ,4
+ ,81.71
+ ,106
+ ,404
+ ,4
+ ,92.6
+ ,105
+ ,409
+ ,4
+ ,90.6
+ ,105
+ ,412
+ ,4
+ ,92.23
+ ,101
+ ,406
+ ,4
+ ,94.09
+ ,95
+ ,398
+ ,4
+ ,102.79
+ ,93
+ ,397
+ ,4
+ ,109.65
+ ,84
+ ,385
+ ,4
+ ,124.05
+ ,87
+ ,390
+ ,4
+ ,132.69
+ ,116
+ ,413
+ ,4.18
+ ,135.81
+ ,120
+ ,413
+ ,4.25
+ ,116.07
+ ,117
+ ,401
+ ,4.25
+ ,101.42
+ ,109
+ ,397
+ ,3.97
+ ,75.73
+ ,105
+ ,397
+ ,3.42
+ ,55.48
+ ,107
+ ,409
+ ,2.75
+ ,43.8)
+ ,dim=c(4
+ ,72)
+ ,dimnames=list(c('Werkloosheid'
+ ,'Werkloosheid'
+ ,'Rente'
+ ,'Brent
')
+ ,1:72))
>  y <- array(NA,dim=c(4,72),dimnames=list(c('Werkloosheid','Werkloosheid','Rente','Brent
'),1:72))
>  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/16z8c1258036637.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)
Warning messages:
1: In strwidth(labels, "user") : font width unknown for character 0xd
2: In text.default(x, y, txt, cex = cex, font = font) :
  font width unknown for character 0xd
3: In text.default(x, y, txt, cex = cex, font = font) :
  font metrics unknown for character 0xd
> 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 = 4.744, p-value = 2.095e-06
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.3863685 

> 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/2ex151258036637.tab") 
> 
> system("convert tmp/16z8c1258036637.ps tmp/16z8c1258036637.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.500   0.225   1.163