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 'contributors()' for more information and
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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(139
+ ,13.9
+ ,2849.27
+ ,-2.3
+ ,135
+ ,17.8
+ ,2921.44
+ ,-4.8
+ ,130
+ ,17.9
+ ,2981.85
+ ,2.3
+ ,127
+ ,17.4
+ ,3080.58
+ ,-5.2
+ ,122
+ ,16.7
+ ,3106.22
+ ,-10
+ ,117
+ ,16
+ ,3119.31
+ ,-17.1
+ ,112
+ ,16.6
+ ,3061.26
+ ,-14.4
+ ,113
+ ,19.1
+ ,3097.31
+ ,-3.9
+ ,149
+ ,17.8
+ ,3161.69
+ ,3.7
+ ,157
+ ,17.2
+ ,3257.16
+ ,6.5
+ ,157
+ ,18.6
+ ,3277.01
+ ,0.9
+ ,147
+ ,16.3
+ ,3295.32
+ ,-4.1
+ ,137
+ ,15.1
+ ,3363.99
+ ,-7
+ ,132
+ ,19.2
+ ,3494.17
+ ,-12.2
+ ,125
+ ,17.7
+ ,3667.03
+ ,-2.5
+ ,123
+ ,19.1
+ ,3813.06
+ ,4.4
+ ,117
+ ,18
+ ,3917.96
+ ,13.7
+ ,114
+ ,17.5
+ ,3895.51
+ ,12.3
+ ,111
+ ,17.8
+ ,3801.06
+ ,13.4
+ ,112
+ ,21.1
+ ,3570.12
+ ,2.2
+ ,144
+ ,17.2
+ ,3701.61
+ ,1.7
+ ,150
+ ,19.4
+ ,3862.27
+ ,-7.2
+ ,149
+ ,19.8
+ ,3970.1
+ ,-4.8
+ ,134
+ ,17.6
+ ,4138.52
+ ,-2.9
+ ,123
+ ,16.2
+ ,4199.75
+ ,-2.4
+ ,116
+ ,19.5
+ ,4290.89
+ ,-2.5
+ ,117
+ ,19.9
+ ,4443.91
+ ,-5.3
+ ,111
+ ,20
+ ,4502.64
+ ,-7.1
+ ,105
+ ,17.3
+ ,4356.98
+ ,-8
+ ,102
+ ,18.9
+ ,4591.27
+ ,-8.9
+ ,95
+ ,18.6
+ ,4696.96
+ ,-7.7
+ ,93
+ ,21.4
+ ,4621.4
+ ,-1.1
+ ,124
+ ,18.6
+ ,4562.84
+ ,4
+ ,130
+ ,19.8
+ ,4202.52
+ ,9.6
+ ,124
+ ,20.8
+ ,4296.49
+ ,10.9
+ ,115
+ ,19.6
+ ,4435.23
+ ,13
+ ,106
+ ,17.7
+ ,4105.18
+ ,14.9
+ ,105
+ ,19.8
+ ,4116.68
+ ,20.1
+ ,105
+ ,22.2
+ ,3844.49
+ ,10.8
+ ,101
+ ,20.7
+ ,3720.98
+ ,11
+ ,95
+ ,17.9
+ ,3674.4
+ ,3.8
+ ,93
+ ,20.9
+ ,3857.62
+ ,10.8
+ ,84
+ ,21.2
+ ,3801.06
+ ,7.6
+ ,87
+ ,21.4
+ ,3504.37
+ ,10.2
+ ,116
+ ,23
+ ,3032.6
+ ,2.2
+ ,120
+ ,21.3
+ ,3047.03
+ ,-0.1
+ ,117
+ ,23.9
+ ,2962.34
+ ,-1.7
+ ,109
+ ,22.4
+ ,2197.82
+ ,-4.8
+ ,105
+ ,18.3
+ ,2014.45
+ ,-9.9
+ ,107
+ ,22.8
+ ,1862.83
+ ,-13.5
+ ,109
+ ,22.3
+ ,1905.41
+ ,-18.1
+ ,109
+ ,17.8
+ ,1810.99
+ ,-18
+ ,108
+ ,16.4
+ ,1670.07
+ ,-15.7
+ ,107
+ ,16
+ ,1864.44
+ ,-15.2
+ ,99
+ ,16.4
+ ,2052.02
+ ,-15.1
+ ,103
+ ,17.7
+ ,2029.6
+ ,-17.9
+ ,131
+ ,16.6
+ ,2070.83
+ ,-14.5
+ ,137
+ ,16.2
+ ,2293.41
+ ,-9.4
+ ,135
+ ,18.3
+ ,2443.27
+ ,-4.2
+ ,124
+ ,17.6
+ ,2513.17
+ ,-2.2)
+ ,dim=c(4
+ ,60)
+ ,dimnames=list(c('WLH'
+ ,'BH'
+ ,'AGM'
+ ,'EA')
+ ,1:60))
>  y <- array(NA,dim=c(4,60),dimnames=list(c('WLH','BH','AGM','EA'),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/freestat/rcomp/tmp/1p4w61258039179.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 = -2.6121, p-value = 0.009
alternative hypothesis: true tau is not equal to 0 
sample estimates:
       tau 
-0.2347205 

> 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/2pg0x1258039179.tab") 
> 
> system("convert tmp/1p4w61258039179.ps tmp/1p4w61258039179.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.721   0.302   0.879