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 'demo()' for some demos, 'help()' for on-line help, or
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> x <- array(list(8
+ ,11.1
+ ,5560
+ ,33842
+ ,8.1
+ ,10.9
+ ,3922
+ ,39120
+ ,7.7
+ ,10
+ ,3759
+ ,33702
+ ,7.5
+ ,9.2
+ ,4138
+ ,25094
+ ,7.6
+ ,9.2
+ ,4634
+ ,51442
+ ,7.8
+ ,9.5
+ ,3996
+ ,45594
+ ,7.8
+ ,9.6
+ ,4308
+ ,52518
+ ,7.8
+ ,9.5
+ ,4143
+ ,48564
+ ,7.5
+ ,9.1
+ ,4429
+ ,41745
+ ,7.5
+ ,8.9
+ ,5219
+ ,49585
+ ,7.1
+ ,9
+ ,4929
+ ,32747
+ ,7.5
+ ,10.1
+ ,5755
+ ,33379
+ ,7.5
+ ,10.3
+ ,5592
+ ,35645
+ ,7.6
+ ,10.2
+ ,4163
+ ,37034
+ ,7.7
+ ,9.6
+ ,4962
+ ,35681
+ ,7.7
+ ,9.2
+ ,5208
+ ,20972
+ ,7.9
+ ,9.3
+ ,4755
+ ,58552
+ ,8.1
+ ,9.4
+ ,4491
+ ,54955
+ ,8.2
+ ,9.4
+ ,5732
+ ,65540
+ ,8.2
+ ,9.2
+ ,5731
+ ,51570
+ ,8.2
+ ,9
+ ,5040
+ ,51145
+ ,7.9
+ ,9
+ ,6102
+ ,46641
+ ,7.3
+ ,9
+ ,4904
+ ,35704
+ ,6.9
+ ,9.8
+ ,5369
+ ,33253
+ ,6.7
+ ,10
+ ,5578
+ ,35193
+ ,6.7
+ ,9.8
+ ,4619
+ ,41668
+ ,6.9
+ ,9.3
+ ,4731
+ ,34865
+ ,7
+ ,9
+ ,5011
+ ,21210
+ ,7.1
+ ,9
+ ,5299
+ ,56126
+ ,7.2
+ ,9.1
+ ,4146
+ ,49231
+ ,7.1
+ ,9.1
+ ,4625
+ ,59723
+ ,6.9
+ ,9.1
+ ,4736
+ ,48103
+ ,7
+ ,9.2
+ ,4219
+ ,47472
+ ,6.8
+ ,8.8
+ ,5116
+ ,50497
+ ,6.4
+ ,8.3
+ ,4205
+ ,40059
+ ,6.7
+ ,8.4
+ ,4121
+ ,34149
+ ,6.6
+ ,8.1
+ ,5103
+ ,36860
+ ,6.4
+ ,7.7
+ ,4300
+ ,46356
+ ,6.3
+ ,7.9
+ ,4578
+ ,36577
+ ,6.2
+ ,7.9
+ ,3809
+ ,23872
+ ,6.5
+ ,8
+ ,5526
+ ,57276
+ ,6.8
+ ,7.9
+ ,4247
+ ,56389
+ ,6.8
+ ,7.6
+ ,3830
+ ,57657
+ ,6.4
+ ,7.1
+ ,4394
+ ,62300
+ ,6.1
+ ,6.8
+ ,4826
+ ,48929
+ ,5.8
+ ,6.5
+ ,4409
+ ,51168
+ ,6.1
+ ,6.9
+ ,4569
+ ,39636
+ ,7.2
+ ,8.2
+ ,4106
+ ,33213
+ ,7.3
+ ,8.7
+ ,4794
+ ,38127
+ ,6.9
+ ,8.3
+ ,3914
+ ,43291
+ ,6.1
+ ,7.9
+ ,3793
+ ,30600
+ ,5.8
+ ,7.5
+ ,4405
+ ,21956
+ ,6.2
+ ,7.8
+ ,4022
+ ,48033
+ ,7.1
+ ,8.3
+ ,4100
+ ,46148
+ ,7.7
+ ,8.4
+ ,4788
+ ,50736
+ ,7.9
+ ,8.2
+ ,3163
+ ,48114
+ ,7.7
+ ,7.7
+ ,3585
+ ,38390
+ ,7.4
+ ,7.2
+ ,3903
+ ,44112
+ ,7.5
+ ,7.3
+ ,4178
+ ,36287
+ ,8
+ ,8.1
+ ,3863
+ ,30333
+ ,8.1
+ ,8.5
+ ,4187
+ ,30301)
+ ,dim=c(4
+ ,61)
+ ,dimnames=list(c('WM'
+ ,'WV'
+ ,'Bouwv'
+ ,'Inspw')
+ ,1:61))
>  y <- array(NA,dim=c(4,61),dimnames=list(c('WM','WV','Bouwv','Inspw'),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/1e4j31257347793.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 = 4.5705, p-value = 4.866e-06
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.4133311 

> 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/2uwg11257347793.tab") 
> 
> system("convert tmp/1e4j31257347793.ps tmp/1e4j31257347793.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.750   0.306   1.089