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 '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(115.47
+ ,111.69
+ ,101.7
+ ,98.25
+ ,103.34
+ ,100.5
+ ,101.53
+ ,98.66
+ ,102.6
+ ,106.29
+ ,101.76
+ ,98.38
+ ,100.69
+ ,101.09
+ ,101.15
+ ,97.92
+ ,105.67
+ ,104.53
+ ,100.92
+ ,98.88
+ ,123.61
+ ,122.74
+ ,100.73
+ ,100.43
+ ,113.08
+ ,109.84
+ ,100.55
+ ,100.95
+ ,106.46
+ ,101.99
+ ,102.15
+ ,102.7
+ ,123.38
+ ,125.12
+ ,100.79
+ ,101.32
+ ,109.87
+ ,103.5
+ ,99.93
+ ,101.92
+ ,95.74
+ ,102.8
+ ,100.03
+ ,102.35
+ ,123.06
+ ,118.72
+ ,100.25
+ ,103.05
+ ,123.39
+ ,119.01
+ ,99.6
+ ,104.57
+ ,120.28
+ ,118.61
+ ,100.16
+ ,102.95
+ ,115.33
+ ,120.43
+ ,100.49
+ ,102.4
+ ,110.4
+ ,111.83
+ ,99.72
+ ,104.39
+ ,114.49
+ ,116.79
+ ,100.14
+ ,106.16
+ ,132.03
+ ,131.71
+ ,98.48
+ ,108.17
+ ,123.16
+ ,120.57
+ ,100.38
+ ,107.77
+ ,118.82
+ ,117.83
+ ,101.45
+ ,108.06
+ ,128.32
+ ,130.8
+ ,98.42
+ ,106.95
+ ,112.24
+ ,107.46
+ ,98.6
+ ,108.18
+ ,104.53
+ ,112.09
+ ,100.06
+ ,108.86
+ ,132.57
+ ,129.47
+ ,98.62
+ ,109.72
+ ,122.52
+ ,119.72
+ ,100.84
+ ,111.25
+ ,131.8
+ ,134.81
+ ,100.02
+ ,110.04
+ ,124.55
+ ,135.8
+ ,97.95
+ ,109.64
+ ,120.96
+ ,129.27
+ ,98.32
+ ,113.22
+ ,122.6
+ ,126.94
+ ,98.27
+ ,113.52
+ ,145.52
+ ,153.45
+ ,97.22
+ ,115.15
+ ,118.57
+ ,121.86
+ ,99.28
+ ,112.85
+ ,134.25
+ ,133.47
+ ,100.38
+ ,112.88
+ ,136.7
+ ,135.34
+ ,99.02
+ ,113.35
+ ,121.37
+ ,117.1
+ ,100.32
+ ,114.43
+ ,111.63
+ ,120.65
+ ,99.81
+ ,115.58
+ ,134.42
+ ,132.49
+ ,100.6
+ ,113.21
+ ,137.65
+ ,137.6
+ ,101.19
+ ,112.94
+ ,137.86
+ ,138.69
+ ,100.47
+ ,114.04
+ ,119.77
+ ,125.53
+ ,101.77
+ ,113.36
+ ,130.69
+ ,133.09
+ ,102.32
+ ,114.88
+ ,128.28
+ ,129.08
+ ,102.39
+ ,114.61
+ ,147.45
+ ,145.94
+ ,101.16
+ ,115.93
+ ,128.42
+ ,129.07
+ ,100.63
+ ,117.61
+ ,136.9
+ ,139.69
+ ,101.48
+ ,115.99
+ ,143.95
+ ,142.09
+ ,101.44
+ ,116.83
+ ,135.64
+ ,137.29
+ ,100.09
+ ,118.27
+ ,122.48
+ ,127.03
+ ,100.7
+ ,117.13
+ ,136.83
+ ,137.25
+ ,100.78
+ ,118.25
+ ,153.04
+ ,156.87
+ ,99.81
+ ,117.84
+ ,142.71
+ ,150.89
+ ,98.45
+ ,118.62
+ ,123.46
+ ,139.14
+ ,98.49
+ ,118.46
+ ,144.37
+ ,158.3
+ ,97.48
+ ,120.47
+ ,146.15
+ ,149
+ ,97.91
+ ,121.01
+ ,147.61
+ ,158.36
+ ,96.94
+ ,121.3
+ ,158.51
+ ,168.06
+ ,98.53
+ ,121.91
+ ,147.4
+ ,153.38
+ ,96.82
+ ,121.7
+ ,165.05
+ ,173.86
+ ,95.76
+ ,124.22
+ ,154.64
+ ,162.47
+ ,95.27
+ ,125.49
+ ,126.2
+ ,145.17
+ ,97.32
+ ,125.41
+ ,157.36
+ ,168.89
+ ,96.68
+ ,125.59
+ ,154.15
+ ,166.64
+ ,97.87
+ ,124.37
+ ,123.21
+ ,140.07
+ ,97.42
+ ,121.77
+ ,113.07
+ ,128.84
+ ,97.94
+ ,117.38
+ ,110.45
+ ,123.41
+ ,99.52
+ ,118.13
+ ,113.57
+ ,120.3
+ ,100.99
+ ,116.96
+ ,122.44
+ ,129.67
+ ,99.92
+ ,116.01
+ ,114.93
+ ,118.1
+ ,101.97
+ ,114.63
+ ,111.85
+ ,113.91
+ ,101.58
+ ,114.74
+ ,126.04
+ ,131.09
+ ,99.54
+ ,113.41
+ ,121.34
+ ,119.15
+ ,100.83
+ ,117.02)
+ ,dim=c(4
+ ,70)
+ ,dimnames=list(c('invoer'
+ ,'uitvoer'
+ ,'ruilvoet'
+ ,'eenheidswaarden')
+ ,1:70))
>  y <- array(NA,dim=c(4,70),dimnames=list(c('invoer','uitvoer','ruilvoet','eenheidswaarden'),1:70))
>  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/1d8al1258035455.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/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 = 9.5766, p-value < 2.2e-16
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.7821946 

> 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/2yp9t1258035455.tab") 
> 
> system("convert tmp/1d8al1258035455.ps tmp/1d8al1258035455.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.540   0.370   0.806