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(100.0
+ ,100.0
+ ,100.0
+ ,100.0
+ ,88.4
+ ,102.3
+ ,100.6
+ ,95.3
+ ,92.7
+ ,141.1
+ ,114.2
+ ,90.7
+ ,71.3
+ ,111.6
+ ,91.5
+ ,88.4
+ ,64.4
+ ,118.6
+ ,94.7
+ ,86.0
+ ,94.9
+ ,125.6
+ ,110.6
+ ,86.0
+ ,70.9
+ ,81.4
+ ,71.3
+ ,95.3
+ ,69.5
+ ,102.3
+ ,104.1
+ ,95.3
+ ,77.5
+ ,96.9
+ ,112.3
+ ,88.4
+ ,80.0
+ ,93.8
+ ,110.2
+ ,86.0
+ ,89.8
+ ,101.6
+ ,112.9
+ ,81.4
+ ,76.7
+ ,75.2
+ ,95.1
+ ,83.7
+ ,76.4
+ ,102.3
+ ,103.1
+ ,95.3
+ ,80.0
+ ,139.5
+ ,101.9
+ ,88.4
+ ,77.1
+ ,109.3
+ ,100.4
+ ,86.0
+ ,69.5
+ ,125.6
+ ,106.9
+ ,83.7
+ ,65.5
+ ,118.6
+ ,100.7
+ ,76.7
+ ,70.9
+ ,100.8
+ ,114.3
+ ,79.1
+ ,49.5
+ ,60.5
+ ,73.3
+ ,86.0
+ ,71.3
+ ,72.9
+ ,105.9
+ ,86.0
+ ,66.2
+ ,64.3
+ ,113.9
+ ,79.1
+ ,60.4
+ ,62.0
+ ,112.1
+ ,76.7
+ ,53.5
+ ,72.9
+ ,117.5
+ ,69.8
+ ,45.5
+ ,41.1
+ ,97.5
+ ,69.8
+ ,59.6
+ ,68.2
+ ,112.3
+ ,76.7
+ ,61.8
+ ,87.6
+ ,106.9
+ ,69.8
+ ,62.2
+ ,107.8
+ ,120.9
+ ,67.4
+ ,50.9
+ ,55.8
+ ,92.7
+ ,65.1
+ ,56.4
+ ,58.1
+ ,110.9
+ ,58.1
+ ,56.7
+ ,70.5
+ ,116.5
+ ,60.5
+ ,51.3
+ ,53.5
+ ,77.1
+ ,65.1
+ ,60.7
+ ,55.0
+ ,113.1
+ ,62.8
+ ,62.2
+ ,70.5
+ ,115.9
+ ,55.8
+ ,74.9
+ ,72.9
+ ,123.5
+ ,51.2
+ ,68.0
+ ,73.6
+ ,123.6
+ ,48.8
+ ,45.1
+ ,63.6
+ ,101.5
+ ,48.8
+ ,59.3
+ ,83.7
+ ,121.0
+ ,53.5
+ ,56.0
+ ,79.1
+ ,112.2
+ ,48.8
+ ,82.2
+ ,99.2
+ ,126.0
+ ,46.5
+ ,45.5
+ ,59.7
+ ,101.8
+ ,44.2
+ ,58.9
+ ,76.0
+ ,117.9
+ ,39.5
+ ,52.7
+ ,65.1
+ ,122.2
+ ,41.9
+ ,35.6
+ ,44.2
+ ,82.7
+ ,48.8
+ ,46.5
+ ,54.3
+ ,120.5
+ ,46.5
+ ,57.8
+ ,55.0
+ ,120.3
+ ,41.9
+ ,76.0
+ ,58.9
+ ,134.2
+ ,39.5
+ ,54.5
+ ,60.5
+ ,128.2
+ ,37.2
+ ,45.5
+ ,40.3
+ ,100.5
+ ,37.2
+ ,77.8
+ ,48.8
+ ,126.0
+ ,41.9
+ ,70.2
+ ,53.5
+ ,122.9
+ ,39.5
+ ,50.9
+ ,57.4
+ ,106.1
+ ,39.5
+ ,74.5
+ ,79.1
+ ,130.4
+ ,34.9
+ ,69.8
+ ,69.0
+ ,121.3
+ ,34.9
+ ,69.8
+ ,73.6
+ ,126.1
+ ,34.9
+ ,67.6
+ ,60.5
+ ,88.7
+ ,41.9
+ ,54.5
+ ,62.0
+ ,118.7
+ ,41.9
+ ,89.5
+ ,72.9
+ ,129.3
+ ,39.5
+ ,102.5
+ ,99.2
+ ,136.2
+ ,39.5
+ ,96.0
+ ,62.8
+ ,123.0
+ ,41.9
+ ,122.2
+ ,65.1
+ ,103.5
+ ,46.5)
+ ,dim=c(4
+ ,60)
+ ,dimnames=list(c('BEES'
+ ,'PBIS'
+ ,'PIMI'
+ ,'TUPR')
+ ,1:60))
>  y <- array(NA,dim=c(4,60),dimnames=list(c('BEES','PBIS','PIMI','TUPR'),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/1ix5i1257966488.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 = 4.7297, p-value = 2.249e-06
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.4225855 

> 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/2aavy1257966488.tab") 
> 
> system("convert tmp/1ix5i1257966488.ps tmp/1ix5i1257966488.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.698   0.292   0.796