R version 2.8.1 (2008-12-22)
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(2.21
+ ,2.93
+ ,452.1
+ ,2756.76
+ ,2.24
+ ,2.83
+ ,471.5
+ ,2849.27
+ ,2.21
+ ,2.72
+ ,488.3
+ ,2921.44
+ ,2.2
+ ,2.73
+ ,506.2
+ ,2981.85
+ ,2.19
+ ,2.72
+ ,517.3
+ ,3080.58
+ ,2.24
+ ,2.77
+ ,538.6
+ ,3106.22
+ ,2.2
+ ,2.61
+ ,545.3
+ ,3119.31
+ ,2.09
+ ,2.47
+ ,546.7
+ ,3061.26
+ ,2
+ ,2.3
+ ,540.3
+ ,3097.31
+ ,2.07
+ ,2.38
+ ,549.2
+ ,3161.69
+ ,2.13
+ ,2.43
+ ,563.9
+ ,3257.16
+ ,2.13
+ ,2.39
+ ,581.7
+ ,3277.01
+ ,2.32
+ ,2.6
+ ,590.7
+ ,3295.32
+ ,2.59
+ ,2.84
+ ,594.1
+ ,3363.99
+ ,2.68
+ ,2.87
+ ,604
+ ,3494.17
+ ,2.7
+ ,2.92
+ ,628.1
+ ,3667.03
+ ,2.76
+ ,3.08
+ ,662.4
+ ,3813.06
+ ,2.95
+ ,3.33
+ ,688.6
+ ,3917.96
+ ,3.14
+ ,3.48
+ ,705.9
+ ,3895.51
+ ,3.2
+ ,3.57
+ ,701.5
+ ,3801.06
+ ,3.25
+ ,3.66
+ ,686.2
+ ,3570.12
+ ,3.35
+ ,3.77
+ ,645.7
+ ,3701.61
+ ,3.42
+ ,3.75
+ ,668.7
+ ,3862.27
+ ,3.53
+ ,3.75
+ ,696.7
+ ,3970.1
+ ,3.67
+ ,3.81
+ ,715.5
+ ,4138.52
+ ,3.71
+ ,3.82
+ ,741.4
+ ,4199.75
+ ,3.75
+ ,3.89
+ ,754.3
+ ,4290.89
+ ,3.89
+ ,4.05
+ ,771.3
+ ,4443.91
+ ,3.93
+ ,4.1
+ ,797.7
+ ,4502.64
+ ,3.94
+ ,4.07
+ ,809.9
+ ,4356.98
+ ,4.11
+ ,4.26
+ ,790.1
+ ,4591.27
+ ,4.23
+ ,4.4
+ ,830.3
+ ,4696.96
+ ,4.36
+ ,4.61
+ ,847.7
+ ,4621.4
+ ,4.4
+ ,4.63
+ ,834.8
+ ,4562.84
+ ,4.22
+ ,4.48
+ ,824.5
+ ,4202.52
+ ,4.11
+ ,4.46
+ ,764.6
+ ,4296.49
+ ,4.1
+ ,4.45
+ ,780
+ ,4435.23
+ ,4.02
+ ,4.32
+ ,803.2
+ ,4105.18
+ ,4.09
+ ,4.52
+ ,751.1
+ ,4116.68
+ ,3.89
+ ,4.21
+ ,755.2
+ ,3844.49
+ ,3.63
+ ,3.97
+ ,708.2
+ ,3720.98
+ ,3.77
+ ,4.12
+ ,685.4
+ ,3674.4
+ ,4
+ ,4.5
+ ,680
+ ,3857.62
+ ,4.18
+ ,4.73
+ ,710.6
+ ,3801.06
+ ,4.57
+ ,5.26
+ ,702.8
+ ,3504.37
+ ,4.51
+ ,5.2
+ ,656.3
+ ,3032.6
+ ,4.42
+ ,4.94
+ ,575.6
+ ,3047.03
+ ,4.28
+ ,4.95
+ ,567.2
+ ,2962.34
+ ,3.1
+ ,4.52
+ ,545.2
+ ,2197.82
+ ,2.62
+ ,3.85
+ ,415.3
+ ,2014.45
+ ,2.41
+ ,3.41
+ ,390.9
+ ,1862.83
+ ,1.71
+ ,2.95
+ ,358.9
+ ,1905.41
+ ,1.28
+ ,2.68
+ ,372.7
+ ,1810.99
+ ,1.18
+ ,2.53
+ ,350.2
+ ,1670.07
+ ,1.33
+ ,2.44
+ ,327.6
+ ,1864.44
+ ,1.07
+ ,2.16
+ ,353.2
+ ,2052.02
+ ,1.03
+ ,2.2
+ ,387.1
+ ,2029.6
+ ,0.78
+ ,2.1
+ ,388.7
+ ,2070.83
+ ,0.77
+ ,2.29
+ ,391.2
+ ,2293.41)
+ ,dim=c(4
+ ,59)
+ ,dimnames=list(c('Rovl'
+ ,'Reurobl'
+ ,'Kindex'
+ ,'AandK
')
+ ,1:59))
>  y <- array(NA,dim=c(4,59),dimnames=list(c('Rovl','Reurobl','Kindex','AandK
'),1:59))
>  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/rcomp/tmp/117nu1257604175.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/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/www/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 = 9.471, p-value < 2.2e-16
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.8485207 

> 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/rcomp/tmp/28d8l1257604175.tab") 
> 
> system("convert tmp/117nu1257604175.ps tmp/117nu1257604175.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.470   0.340   0.686