R version 2.8.0 (2008-10-20)
Copyright (C) 2008 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.
Type 'q()' to quit R.

> x <- array(list(21
+ ,10.3
+ ,544
+ ,2472.81
+ ,19
+ ,7.1
+ ,537
+ ,2407.6
+ ,25
+ ,7.7
+ ,543
+ ,2454.62
+ ,21
+ ,13.2
+ ,594
+ ,2448.05
+ ,23
+ ,15.9
+ ,611
+ ,2497.84
+ ,23
+ ,23.2
+ ,613
+ ,2645.64
+ ,19
+ ,17.2
+ ,611
+ ,2756.76
+ ,18
+ ,16.9
+ ,594
+ ,2849.27
+ ,19
+ ,18.2
+ ,595
+ ,2921.44
+ ,19
+ ,21.8
+ ,591
+ ,2981.85
+ ,22
+ ,19.3
+ ,589
+ ,3080.58
+ ,23
+ ,15.8
+ ,584
+ ,3106.22
+ ,20
+ ,18.8
+ ,573
+ ,3119.31
+ ,14
+ ,24.6
+ ,567
+ ,3061.26
+ ,14
+ ,38.2
+ ,569
+ ,3097.31
+ ,14
+ ,29.8
+ ,621
+ ,3161.69
+ ,15
+ ,26.5
+ ,629
+ ,3257.16
+ ,11
+ ,4.7
+ ,628
+ ,3277.01
+ ,17
+ ,7.6
+ ,612
+ ,3295.32
+ ,16
+ ,11.9
+ ,595
+ ,3363.99
+ ,20
+ ,11.6
+ ,597
+ ,3494.17
+ ,24
+ ,9.9
+ ,593
+ ,3667.03
+ ,23
+ ,8
+ ,590
+ ,3813.06
+ ,20
+ ,13.4
+ ,580
+ ,3917.96
+ ,21
+ ,13.3
+ ,574
+ ,3895.51
+ ,19
+ ,13.3
+ ,573
+ ,3801.06
+ ,23
+ ,0.2
+ ,573
+ ,3570.12
+ ,23
+ ,5.4
+ ,620
+ ,3701.61
+ ,23
+ ,3.9
+ ,626
+ ,3862.27
+ ,23
+ ,20.6
+ ,620
+ ,3970.1
+ ,27
+ ,18.9
+ ,588
+ ,4138.52
+ ,26
+ ,20.7
+ ,566
+ ,4199.75
+ ,17
+ ,21.7
+ ,557
+ ,4290.89
+ ,24
+ ,23.5
+ ,561
+ ,4443.91
+ ,26
+ ,24.6
+ ,549
+ ,4502.64
+ ,24
+ ,24.1
+ ,532
+ ,4356.98
+ ,27
+ ,21.1
+ ,526
+ ,4591.27
+ ,27
+ ,19.2
+ ,511
+ ,4696.96
+ ,26
+ ,23
+ ,499
+ ,4621.4
+ ,24
+ ,24.4
+ ,555
+ ,4562.84
+ ,23
+ ,26.5
+ ,565
+ ,4202.52
+ ,23
+ ,21.7
+ ,542
+ ,4296.49
+ ,24
+ ,21.8
+ ,527
+ ,4435.23
+ ,17
+ ,20.4
+ ,510
+ ,4105.18
+ ,21
+ ,22.2
+ ,514
+ ,4116.68
+ ,19
+ ,24.7
+ ,517
+ ,3844.49
+ ,22
+ ,25
+ ,508
+ ,3720.98
+ ,22
+ ,20.3
+ ,493
+ ,3674.4
+ ,18
+ ,21.9
+ ,490
+ ,3857.62
+ ,16
+ ,23.1
+ ,469
+ ,3801.06
+ ,14
+ ,25.5
+ ,478
+ ,3504.37
+ ,12
+ ,20.3
+ ,528
+ ,3032.6
+ ,14
+ ,15.2
+ ,534
+ ,3047.03
+ ,16
+ ,15.4
+ ,518
+ ,2962.34
+ ,8
+ ,14.3
+ ,506
+ ,2197.82
+ ,3
+ ,16.6
+ ,502
+ ,2014.45
+ ,0
+ ,14.2
+ ,516
+ ,1862.83
+ ,5
+ ,6.7
+ ,528
+ ,1905.41
+ ,1
+ ,3.4
+ ,533
+ ,1810.99
+ ,1
+ ,2
+ ,536
+ ,1670.07
+ ,3
+ ,NA
+ ,537
+ ,1864.44)
+ ,dim=c(4
+ ,61)
+ ,dimnames=list(c('Consv'
+ ,'Inves'
+ ,'Werkl'
+ ,'Aand')
+ ,1:61))
>  y <- array(NA,dim=c(4,61),dimnames=list(c('Consv','Inves','Werkl','Aand'),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/1icel1257585313.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/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 = 1.0508, p-value = 0.2934
alternative hypothesis: true tau is not equal to 0 
sample estimates:
       tau 
0.09572335 

> 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/2q9w41257585313.tab") 
> 
> system("convert tmp/1icel1257585313.ps tmp/1icel1257585313.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.726   0.308   0.837