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 'license()' or 'licence()' for distribution details.

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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(103.8
+ ,122.5
+ ,80.2
+ ,19
+ ,103.5
+ ,122.4
+ ,74.8
+ ,18
+ ,104.1
+ ,121.9
+ ,77.8
+ ,19
+ ,101.9
+ ,122.2
+ ,73
+ ,19
+ ,102
+ ,123.7
+ ,72
+ ,22
+ ,100.7
+ ,122.6
+ ,75.8
+ ,23
+ ,99
+ ,115.7
+ ,72.6
+ ,20
+ ,96.5
+ ,116.1
+ ,71.9
+ ,14
+ ,101.8
+ ,120.5
+ ,74.8
+ ,14
+ ,100.5
+ ,122.6
+ ,72.9
+ ,14
+ ,103.3
+ ,119.9
+ ,72.9
+ ,15
+ ,102.3
+ ,120.7
+ ,79.9
+ ,11
+ ,100.4
+ ,120.2
+ ,74
+ ,17
+ ,103
+ ,122.1
+ ,76
+ ,16
+ ,99
+ ,119.3
+ ,69.6
+ ,20
+ ,104.8
+ ,121.7
+ ,77.3
+ ,24
+ ,104.5
+ ,113.5
+ ,75.2
+ ,23
+ ,104.8
+ ,123.7
+ ,75.8
+ ,20
+ ,103.8
+ ,123.4
+ ,77.6
+ ,21
+ ,106.3
+ ,126.4
+ ,76.7
+ ,19
+ ,105.2
+ ,124.1
+ ,77
+ ,23
+ ,108.2
+ ,125.6
+ ,77.9
+ ,23
+ ,106.2
+ ,124.8
+ ,76.7
+ ,23
+ ,103.9
+ ,123
+ ,71.9
+ ,23
+ ,104.9
+ ,126.9
+ ,73.4
+ ,27
+ ,106.2
+ ,127.3
+ ,72.5
+ ,26
+ ,107.9
+ ,129
+ ,73.7
+ ,17
+ ,106.9
+ ,126.2
+ ,69.5
+ ,24
+ ,110.3
+ ,125.4
+ ,74.7
+ ,26
+ ,109.8
+ ,126.3
+ ,72.5
+ ,24
+ ,108.3
+ ,126.3
+ ,72.1
+ ,27
+ ,110.9
+ ,128.4
+ ,70.7
+ ,27
+ ,109.8
+ ,127.2
+ ,71.4
+ ,26
+ ,109.3
+ ,128.5
+ ,69.5
+ ,24
+ ,109
+ ,129
+ ,73.5
+ ,23
+ ,107.9
+ ,128.9
+ ,72.4
+ ,23
+ ,108.4
+ ,128.3
+ ,74.5
+ ,24
+ ,107.2
+ ,124.6
+ ,72.2
+ ,17
+ ,109.5
+ ,126.2
+ ,73
+ ,21
+ ,109.9
+ ,129.1
+ ,73.3
+ ,19
+ ,108
+ ,127.3
+ ,71.3
+ ,22
+ ,114.7
+ ,129.2
+ ,73.6
+ ,22
+ ,115.6
+ ,130.4
+ ,71.3
+ ,18
+ ,107.6
+ ,125.9
+ ,71.2
+ ,16
+ ,115.9
+ ,135.8
+ ,81.4
+ ,14
+ ,111.8
+ ,126.4
+ ,76.1
+ ,12
+ ,110
+ ,129.5
+ ,71.1
+ ,14
+ ,109.2
+ ,128.4
+ ,75.7
+ ,16
+ ,108
+ ,125.6
+ ,70
+ ,8
+ ,105.6
+ ,127.7
+ ,68.5
+ ,3
+ ,103
+ ,126.4
+ ,56.7
+ ,0
+ ,99.6
+ ,124.2
+ ,57.9
+ ,5
+ ,97.9
+ ,126.4
+ ,58.8
+ ,1
+ ,97.6
+ ,123.7
+ ,59.3
+ ,1
+ ,96.2
+ ,121.8
+ ,61.3
+ ,3
+ ,97.9
+ ,124
+ ,62.9
+ ,6
+ ,94.5
+ ,122.7
+ ,61.4
+ ,7
+ ,95.4
+ ,122.9
+ ,64.5
+ ,8
+ ,94.4
+ ,121
+ ,63.8
+ ,14
+ ,96.3
+ ,122.8
+ ,61.6
+ ,14
+ ,95.1
+ ,122.9
+ ,64.7
+ ,13)
+ ,dim=c(4
+ ,61)
+ ,dimnames=list(c('totip'
+ ,'ntdzc'
+ ,'drzc'
+ ,'cindex
')
+ ,1:61))
>  y <- array(NA,dim=c(4,61),dimnames=list(c('totip','ntdzc','drzc','cindex
'),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/1zcbs1257927244.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 = 6.4008, p-value = 1.546e-10
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.5657691 

> 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/2zwtz1257927244.tab") 
> 
> system("convert tmp/1zcbs1257927244.ps tmp/1zcbs1257927244.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.713   0.288   0.797