R version 2.8.0 (2008-10-20)
Copyright (C) 2008 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(613
+ ,59
+ ,11.3
+ ,9.3
+ ,611
+ ,59
+ ,13.6
+ ,8.7
+ ,594
+ ,67
+ ,16.7
+ ,8.2
+ ,595
+ ,71
+ ,14.2
+ ,8.3
+ ,591
+ ,72
+ ,21.3
+ ,8.5
+ ,589
+ ,73
+ ,13.8
+ ,8.6
+ ,584
+ ,73
+ ,9
+ ,8.5
+ ,573
+ ,75
+ ,1.9
+ ,8.2
+ ,567
+ ,70
+ ,4.6
+ ,8.1
+ ,569
+ ,67
+ ,15.1
+ ,7.9
+ ,621
+ ,59
+ ,22.7
+ ,8.6
+ ,629
+ ,43
+ ,25.5
+ ,8.7
+ ,628
+ ,23
+ ,19.9
+ ,8.7
+ ,612
+ ,23
+ ,14.9
+ ,8.5
+ ,595
+ ,19
+ ,12
+ ,8.4
+ ,597
+ ,11
+ ,6.8
+ ,8.5
+ ,593
+ ,13
+ ,16.5
+ ,8.7
+ ,590
+ ,8
+ ,23.4
+ ,8.7
+ ,580
+ ,0
+ ,32.7
+ ,8.6
+ ,574
+ ,2
+ ,31.3
+ ,8.5
+ ,573
+ ,7
+ ,32.4
+ ,8.3
+ ,573
+ ,5
+ ,21.2
+ ,8
+ ,620
+ ,9
+ ,20.7
+ ,8.2
+ ,626
+ ,6
+ ,11.8
+ ,8.1
+ ,620
+ ,10
+ ,14.2
+ ,8.1
+ ,588
+ ,11
+ ,16.1
+ ,8
+ ,566
+ ,16
+ ,16.6
+ ,7.9
+ ,557
+ ,14
+ ,16.5
+ ,7.9
+ ,561
+ ,14
+ ,13.7
+ ,8
+ ,549
+ ,9
+ ,11.9
+ ,8
+ ,532
+ ,17
+ ,11
+ ,7.9
+ ,526
+ ,16
+ ,10.1
+ ,8
+ ,511
+ ,21
+ ,11.3
+ ,7.7
+ ,499
+ ,41
+ ,17.9
+ ,7.2
+ ,555
+ ,14
+ ,23
+ ,7.5
+ ,565
+ ,13
+ ,28.6
+ ,7.3
+ ,542
+ ,19
+ ,29.9
+ ,7
+ ,527
+ ,18
+ ,32
+ ,7
+ ,510
+ ,27
+ ,33.9
+ ,7
+ ,514
+ ,26
+ ,39.1
+ ,7.2
+ ,517
+ ,30
+ ,29.8
+ ,7.3
+ ,508
+ ,27
+ ,30
+ ,7.1
+ ,493
+ ,33
+ ,22.8
+ ,6.8
+ ,490
+ ,26
+ ,29.8
+ ,6.4
+ ,469
+ ,26
+ ,26.6
+ ,6.1
+ ,478
+ ,35
+ ,29.2
+ ,6.5
+ ,528
+ ,39
+ ,21.2
+ ,7.7
+ ,534
+ ,37
+ ,18.9
+ ,7.9
+ ,518
+ ,39
+ ,17.3
+ ,7.5
+ ,506
+ ,40
+ ,14.2
+ ,6.9
+ ,502
+ ,44
+ ,9.1
+ ,6.6
+ ,516
+ ,45
+ ,5.5
+ ,6.9
+ ,528
+ ,46
+ ,0.9
+ ,7.7
+ ,533
+ ,34
+ ,1
+ ,8
+ ,536
+ ,34
+ ,3.3
+ ,8
+ ,537
+ ,39
+ ,3.8
+ ,7.7
+ ,524
+ ,40
+ ,3.9
+ ,7.3
+ ,536
+ ,41
+ ,1.1
+ ,7.4
+ ,587
+ ,40
+ ,4.5
+ ,8.1
+ ,597
+ ,41
+ ,9.6
+ ,8.3
+ ,581
+ ,32
+ ,14.8
+ ,8.2)
+ ,dim=c(4
+ ,61)
+ ,dimnames=list(c('WklBe'
+ ,'CstVert'
+ ,'VrkPw'
+ ,'Wrkzk
')
+ ,1:61))
>  y <- array(NA,dim=c(4,61),dimnames=list(c('WklBe','CstVert','VrkPw','Wrkzk
'),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/freestat/rcomp/tmp/1mxc01257955101.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/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 = -0.7473, p-value = 0.4549
alternative hypothesis: true tau is not equal to 0 
sample estimates:
        tau 
-0.06622617 

> 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/294vq1257955101.tab") 
> 
> system("convert tmp/1mxc01257955101.ps tmp/1mxc01257955101.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.720   0.307   0.799