R version 2.9.0 (2009-04-17)
Copyright (C) 2009 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
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> x <- array(list(100.00
+ ,100.00
+ ,100.00
+ ,100
+ ,105.63
+ ,112.22
+ ,116.76
+ ,101.9299478
+ ,105.63
+ ,114.44
+ ,113.45
+ ,108.8496656
+ ,107.04
+ ,113.33
+ ,84.46
+ ,113.0912755
+ ,108.45
+ ,106.67
+ ,100.67
+ ,108.9595994
+ ,108.45
+ ,102.22
+ ,105.66
+ ,64.04250771
+ ,111.27
+ ,103.33
+ ,96.47
+ ,178.8011116
+ ,114.08
+ ,104.44
+ ,91.11
+ ,167.8168993
+ ,115.49
+ ,104.44
+ ,116.29
+ ,200.1404709
+ ,115.49
+ ,102.22
+ ,116.27
+ ,157.4800745
+ ,115.49
+ ,100.00
+ ,102.25
+ ,156.1822457
+ ,111.27
+ ,100.00
+ ,123.80
+ ,142.428314
+ ,102.82
+ ,100.00
+ ,99.49
+ ,109.0298348
+ ,97.18
+ ,108.89
+ ,108.93
+ ,101.5451797
+ ,94.37
+ ,111.11
+ ,113.17
+ ,107.4693865
+ ,94.37
+ ,108.89
+ ,93.71
+ ,127.2421901
+ ,97.18
+ ,103.33
+ ,95.98
+ ,106.467768
+ ,98.59
+ ,100.00
+ ,101.66
+ ,64.76929184
+ ,100.00
+ ,100.00
+ ,107.51
+ ,171.3927993
+ ,101.41
+ ,101.11
+ ,84.11
+ ,150.3374355
+ ,100.00
+ ,101.11
+ ,93.83
+ ,182.3770116
+ ,97.18
+ ,101.11
+ ,96.08
+ ,146.8928451
+ ,98.59
+ ,102.22
+ ,85.60
+ ,144.9659511
+ ,95.77
+ ,97.78
+ ,103.79
+ ,154.2034385
+ ,90.14
+ ,92.22
+ ,85.31
+ ,122.3287629
+ ,94.37
+ ,93.33
+ ,83.61
+ ,104.2813082
+ ,92.96
+ ,90.00
+ ,103.53
+ ,112.5599292
+ ,90.14
+ ,85.56
+ ,87.24
+ ,141.5580053
+ ,88.73
+ ,87.78
+ ,92.88
+ ,111.6957279
+ ,87.32
+ ,87.78
+ ,77.28
+ ,72.89828076
+ ,91.55
+ ,88.89
+ ,112.11
+ ,174.9045714
+ ,95.77
+ ,87.78
+ ,86.16
+ ,172.1959263
+ ,95.77
+ ,84.44
+ ,77.70
+ ,176.0680368
+ ,90.14
+ ,78.89
+ ,89.15
+ ,190.2464348
+ ,85.92
+ ,75.56
+ ,97.91
+ ,149.4152136
+ ,81.69
+ ,72.22
+ ,89.45
+ ,156.2524811
+ ,85.92
+ ,76.67
+ ,92.70
+ ,121.0370416
+ ,101.41
+ ,91.11
+ ,83.30
+ ,101.4230311
+ ,102.82
+ ,96.67
+ ,97.26
+ ,116.4289859
+ ,97.18
+ ,92.22
+ ,79.41
+ ,132.1983693
+ ,85.92
+ ,87.78
+ ,76.95
+ ,93.44367423
+ ,81.69
+ ,83.33
+ ,89.37
+ ,67.04736312
+ ,87.32
+ ,86.67
+ ,81.60
+ ,146.6790851
+ ,100.00
+ ,92.22
+ ,83.18
+ ,140.9228326
+ ,108.45
+ ,93.33
+ ,97.14
+ ,154.9332763
+ ,111.27
+ ,91.11
+ ,64.17
+ ,146.926436
+ ,108.45
+ ,85.56
+ ,72.73
+ ,117.2321129
+ ,104.23
+ ,80.00
+ ,79.18
+ ,134.7054692
+ ,105.63
+ ,81.11
+ ,84.76
+ ,110.8101505
+ ,112.68
+ ,90.00
+ ,78.37
+ ,92.62833237
+ ,114.08
+ ,94.44
+ ,84.95
+ ,92.53061349)
+ ,dim=c(4
+ ,51)
+ ,dimnames=list(c('WM'
+ ,'WV'
+ ,'Bouwv'
+ ,'Inspw')
+ ,1:51))
>  y <- array(NA,dim=c(4,51),dimnames=list(c('WM','WV','Bouwv','Inspw'),1:51))
>  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/rcomp/tmp/14t041258719421.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/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/www/html/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 = 3.75, p-value = 0.0001768
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.3727734 

> 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/rcomp/tmp/2ogqa1258719421.tab") 
> 
> system("convert tmp/14t041258719421.ps tmp/14t041258719421.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.493   0.211   0.552