R version 2.6.0 (2007-10-03)
Copyright (C) 2007 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(-0.1471
+ ,137.1
+ ,11.9
+ ,48.3
+ ,-0.1374
+ ,132.7
+ ,87.7
+ ,56.6
+ ,-0.124
+ ,254.1
+ ,192.7
+ ,49.4
+ ,-0.1234
+ ,45.1
+ ,46.4
+ ,27.2
+ ,-0.1568
+ ,254.6
+ ,274.6
+ ,39.5
+ ,-0.0886
+ ,-66.6
+ ,82.6
+ ,44.9
+ ,-0.0956
+ ,84.1
+ ,135.3
+ ,32.7
+ ,-0.1563
+ ,131.5
+ ,186
+ ,32
+ ,-0.178
+ ,529
+ ,150.8
+ ,32.7
+ ,-0.2154
+ ,172.9
+ ,259.6
+ ,33.3
+ ,-0.1774
+ ,238.1
+ ,380.6
+ ,29.2
+ ,-0.1137
+ ,171.3
+ ,179.5
+ ,3
+ ,-0.0754
+ ,93.1
+ ,288.8
+ ,2.2
+ ,-0.0617
+ ,158.1
+ ,-34.4
+ ,1.4
+ ,-0.0548
+ ,-120.1
+ ,54.6
+ ,-6.3
+ ,-0.055
+ ,12.2
+ ,20.6
+ ,8.8
+ ,-0.0318
+ ,-57.8
+ ,-40.3
+ ,0.3
+ ,-0.096
+ ,168.9
+ ,107.9
+ ,-8.3
+ ,-0.079
+ ,-58.6
+ ,29.8
+ ,-10.8
+ ,-0.0036
+ ,-87.7
+ ,-109.2
+ ,-12.8
+ ,0.039
+ ,-535.8
+ ,-238.6
+ ,-22.9
+ ,0.0507
+ ,-60.9
+ ,-173.9
+ ,-36.5
+ ,0.0319
+ ,-73.9
+ ,-276.4
+ ,-47.9
+ ,-0.0049
+ ,-170.9
+ ,-229.7
+ ,-24.6
+ ,-0.055
+ ,-0.8
+ ,-132.1
+ ,-22.4
+ ,-0.0517
+ ,-114.7
+ ,-6.3
+ ,-25.8
+ ,-0.0337
+ ,-75.3
+ ,-237.6
+ ,-6.1
+ ,-0.0062
+ ,178.4
+ ,30.4
+ ,-2
+ ,0.0428
+ ,21.9
+ ,-105
+ ,-6.6
+ ,0.1022
+ ,-131.9
+ ,-75
+ ,-8
+ ,0.1315
+ ,-8.3
+ ,61.2
+ ,2.3
+ ,0.0773
+ ,-2.1
+ ,35.2
+ ,3.1
+ ,0.0697
+ ,19.9
+ ,179
+ ,9.3
+ ,0.0752
+ ,72.3
+ ,68.7
+ ,21.8
+ ,0.1131
+ ,-57
+ ,33.8
+ ,20.7
+ ,0.1259
+ ,55.1
+ ,32.6
+ ,30.3
+ ,0.1789
+ ,-29.1
+ ,-26.8
+ ,38.7
+ ,0.2073
+ ,-123.8
+ ,-45.7
+ ,44.6
+ ,0.2049
+ ,-169.7
+ ,6.6
+ ,22.2
+ ,0.199
+ ,-115.3
+ ,-45.2
+ ,-0.6
+ ,0.2412
+ ,-95.7
+ ,-75.3
+ ,0.7
+ ,0.2109
+ ,-88
+ ,-53.4
+ ,10.5
+ ,0.145
+ ,6.6
+ ,-147.5
+ ,9.9
+ ,0.1361
+ ,-8.9
+ ,-111.8
+ ,10.5
+ ,0.1414
+ ,50.3
+ ,-88.1
+ ,-5.1
+ ,0.1881
+ ,-138.1
+ ,-169.5
+ ,5
+ ,0.1688
+ ,-100.1
+ ,-109.6
+ ,15.5
+ ,0.2103
+ ,12.1
+ ,-77.8
+ ,9)
+ ,dim=c(4
+ ,48)
+ ,dimnames=list(c('dollarkoers'
+ ,'export'
+ ,'import'
+ ,'aardolie')
+ ,1:48))
>  y <- array(NA,dim=c(4,48),dimnames=list(c('dollarkoers','export','import','aardolie'),1:48))
>  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: Wessa P., (2007), Multivariate Correlation Matrix (v1.0.3) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_pairs.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description
> panel.tau <- function(x, y, digits=2, prefix='', cex.cor)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(0, 1, 0, 1))
+ rr <- cor.test(x, y, method='kendall')
+ r <- round(rr$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/1xp7l1196276285.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)
Warning messages:
1: In cor.test.default(x, y, method = "kendall") :
  Cannot compute exact p-value with ties
2: In cor.test.default(x, y, method = "kendall") :
  Cannot compute exact p-value with ties
3: In cor.test.default(x, y, method = "kendall") :
  Cannot compute exact p-value with ties
4: In cor.test.default(x, y, method = "kendall") :
  Cannot compute exact p-value with ties
5: In cor.test.default(x, y, method = "kendall") :
  Cannot compute exact p-value with ties
> dev.off()
null device 
          1 
> 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 = -4.5953, p-value = 4.321e-06
alternative hypothesis: true tau is not equal to 0 
sample estimates:
       tau 
-0.4585366 

Warning message:
In cor.test.default(y[1, ], y[2, ], method = "kendall") :
  Cannot compute exact p-value with ties
> 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)
+ }
+ }
Warning messages:
1: In cor.test.default(y[i, ], y[j, ], method = "kendall") :
  Cannot compute exact p-value with ties
2: In cor.test.default(y[i, ], y[j, ], method = "kendall") :
  Cannot compute exact p-value with ties
3: In cor.test.default(y[i, ], y[j, ], method = "kendall") :
  Cannot compute exact p-value with ties
4: In cor.test.default(y[i, ], y[j, ], method = "kendall") :
  Cannot compute exact p-value with ties
5: In cor.test.default(y[i, ], y[j, ], method = "kendall") :
  Cannot compute exact p-value with ties
> a<-table.end(a)
> table.save(a,file="/var/www/html/rcomp/tmp/2lvhg1196276285.tab") 
> 
> system("convert tmp/1xp7l1196276285.ps tmp/1xp7l1196276285.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.747   0.219   0.815