R version 2.9.0 (2009-04-17)
Copyright (C) 2009 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(24710.92
+ ,2180995.35
+ ,4.79
+ ,2.86
+ ,23983.59
+ ,2191117.36
+ ,5.95
+ ,2.55
+ ,24434.12
+ ,2219483.98
+ ,5.46
+ ,2.27
+ ,23939.23
+ ,2217992.79
+ ,5.75
+ ,2.26
+ ,24290.02
+ ,2209675.04
+ ,5.15
+ ,2.57
+ ,24117.63
+ ,2204327.56
+ ,4.96
+ ,3.07
+ ,23724.64
+ ,2217758.16
+ ,5.28
+ ,2.76
+ ,22989.44
+ ,2218743.78
+ ,5.73
+ ,2.51
+ ,23716.86
+ ,2231760.73
+ ,5.75
+ ,2.87
+ ,25058.83
+ ,2242745.96
+ ,5.88
+ ,3.14
+ ,25059
+ ,2269344.45
+ ,6.3
+ ,3.11
+ ,23579.18
+ ,2277708.79
+ ,6.74
+ ,3.16
+ ,24209.03
+ ,2281332.03
+ ,6.75
+ ,2.47
+ ,24173.67
+ ,2293500.47
+ ,7.34
+ ,2.57
+ ,24706.39
+ ,2319792.57
+ ,6.64
+ ,2.89
+ ,24522.12
+ ,2320736.3
+ ,6.62
+ ,2.63
+ ,24766.15
+ ,2303874.92
+ ,6.32
+ ,2.38
+ ,25940.04
+ ,2291488.94
+ ,5.32
+ ,1.69
+ ,24985.78
+ ,2299751.72
+ ,5.68
+ ,1.96
+ ,24788
+ ,2313222.41
+ ,6.18
+ ,2.19
+ ,26544.56
+ ,2314078.67
+ ,5.02
+ ,1.87
+ ,28019.08
+ ,2325555.72
+ ,2.1
+ ,1.6
+ ,27285.71
+ ,2353668.83
+ ,4
+ ,1.63
+ ,29161.16
+ ,2363959.25
+ ,3
+ ,1.22
+ ,28357.73
+ ,2366135.5
+ ,4.73
+ ,1.21
+ ,27979.91
+ ,2388164.24
+ ,5.14
+ ,1.49
+ ,27543.95
+ ,2415043.36
+ ,5.81
+ ,1.64
+ ,27397.53
+ ,2411619.15
+ ,6.24
+ ,1.66
+ ,27623.59
+ ,2400100.64
+ ,4.49
+ ,1.77
+ ,27736.07
+ ,2398536.15
+ ,4.22
+ ,1.82
+ ,27803.79
+ ,2404054.33
+ ,4.88
+ ,1.78
+ ,27779.55
+ ,2421077.9
+ ,5.18
+ ,1.28
+ ,27524.13
+ ,2430396.04
+ ,5.19
+ ,1.29
+ ,27582.72
+ ,2445739.91
+ ,5.06
+ ,1.37
+ ,28638.95
+ ,2484702.11
+ ,4.65
+ ,1.12
+ ,28825.78
+ ,2499887.85
+ ,4.83
+ ,1.51
+ ,30132.61
+ ,2506371.6
+ ,4.6
+ ,2.24
+ ,29326.85
+ ,2526847.52
+ ,4.72
+ ,2.94
+ ,29075.62
+ ,2551947.88
+ ,4.33
+ ,3.09
+ ,28230.63
+ ,2549403.15
+ ,4.97
+ ,3.46
+ ,28118.36
+ ,2533567.74
+ ,5.37
+ ,3.64
+ ,28173.29
+ ,2529577.21
+ ,4.19
+ ,4.39
+ ,27396.91
+ ,2541049.08
+ ,4.54
+ ,4.15
+ ,24578.55
+ ,2547421.64
+ ,5.82
+ ,5.21
+ ,24504.77
+ ,2555613.49
+ ,5.49
+ ,5.8
+ ,27582.37
+ ,2566290.53
+ ,3.28
+ ,5.91
+ ,26920.31
+ ,2580919.67
+ ,5.11
+ ,5.39
+ ,25426.68
+ ,2587978.57
+ ,6.24
+ ,5.46
+ ,25390.8
+ ,2580098.72
+ ,6.41
+ ,4.72
+ ,25041.16
+ ,2579086.96
+ ,6.43
+ ,3.14
+ ,22769.42
+ ,2592127.5
+ ,8.42
+ ,2.63
+ ,22921.89
+ ,2586944.73
+ ,8.23
+ ,2.32
+ ,26267.63
+ ,2548600.43
+ ,3.17
+ ,1.93
+ ,27364.67
+ ,2516994.05
+ ,2.72
+ ,0.62
+ ,28382.59
+ ,2500125.23
+ ,3
+ ,0.6
+ ,29132.81
+ ,2493360.56
+ ,3.47
+ ,-0.37
+ ,28214.51
+ ,2475571.42
+ ,3.88
+ ,-1.1
+ ,28865.73
+ ,2460157.93
+ ,3.43
+ ,-1.68
+ ,24405.35
+ ,2467502.24
+ ,4.06
+ ,-0.78)
+ ,dim=c(4
+ ,59)
+ ,dimnames=list(c('Leningsbedrag'
+ ,'Schulden'
+ ,'Rentevoet'
+ ,'Inflatie')
+ ,1:59))
>  y <- array(NA,dim=c(4,59),dimnames=list(c('Leningsbedrag','Schulden','Rentevoet','Inflatie'),1:59))
>  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/1snhi1257492202.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 = 3.3024, p-value = 0.0009585
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.2951490 

> 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/2miqh1257492202.tab") 
> 
> system("convert tmp/1snhi1257492202.ps tmp/1snhi1257492202.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.500   0.209   1.036