R version 2.13.0 (2011-04-13)
Copyright (C) 2011 The R Foundation for Statistical Computing
ISBN 3-900051-07-0
Platform: i486-pc-linux-gnu (32-bit)

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(589
+ ,248.85
+ ,65453
+ ,559
+ ,249.68
+ ,65715
+ ,623
+ ,251.13
+ ,66261
+ ,617
+ ,251.24
+ ,66332
+ ,603
+ ,253.24
+ ,66229
+ ,558
+ ,254.66
+ ,66579
+ ,609
+ ,255.85
+ ,66817
+ ,583
+ ,256.93
+ ,67373
+ ,570
+ ,258.99
+ ,68078
+ ,543
+ ,258.30
+ ,69137
+ ,598
+ ,260.53
+ ,69816
+ ,569
+ ,260.65
+ ,70252
+ ,552
+ ,260.98
+ ,70389
+ ,514
+ ,262.09
+ ,70572
+ ,569
+ ,263.18
+ ,70780
+ ,529
+ ,262.62
+ ,70912
+ ,515
+ ,263.18
+ ,71594
+ ,481
+ ,264.91
+ ,72587
+ ,536
+ ,265.20
+ ,73677
+ ,498
+ ,266.14
+ ,74712
+ ,446
+ ,268.15
+ ,75208
+ ,503
+ ,270.62
+ ,75657
+ ,470
+ ,272.65
+ ,76011
+ ,458
+ ,274.50
+ ,76748
+ ,437
+ ,274.37
+ ,76537
+ ,502
+ ,277.85
+ ,76622
+ ,482
+ ,280.15
+ ,76404
+ ,474
+ ,280.67
+ ,76219
+ ,457
+ ,281.42
+ ,76875
+ ,522
+ ,283.23
+ ,77374
+ ,513
+ ,283.34
+ ,77743
+ ,515
+ ,284.09
+ ,78030
+ ,506
+ ,285.47
+ ,77805
+ ,576
+ ,287.27
+ ,77905
+ ,556
+ ,287.96
+ ,78158
+ ,559
+ ,289.05
+ ,78616
+ ,541
+ ,289.84
+ ,79740
+ ,606
+ ,292.68
+ ,80312
+ ,600
+ ,294.61
+ ,80921
+ ,588
+ ,296.22
+ ,81078
+ ,570
+ ,296.70
+ ,81394
+ ,626
+ ,300.82
+ ,81787
+ ,601
+ ,303.57
+ ,82252
+ ,588
+ ,304.32
+ ,82854
+ ,573
+ ,304.52
+ ,83498
+ ,622
+ ,306.69
+ ,83811
+ ,570
+ ,308.73
+ ,84531
+ ,547
+ ,308.30
+ ,85330
+ ,512
+ ,309.67
+ ,86247
+ ,554
+ ,311.68
+ ,86386
+ ,517
+ ,312.62
+ ,86918
+ ,506
+ ,315.18
+ ,87184
+ ,479
+ ,320.19
+ ,87843
+ ,527
+ ,325.96
+ ,88204
+ ,508
+ ,330.45
+ ,87675
+ ,532
+ ,329.16
+ ,85964
+ ,532
+ ,327.53
+ ,84387
+ ,588
+ ,326.87
+ ,84530
+ ,566
+ ,326.52
+ ,85497
+ ,573
+ ,326.65
+ ,85968
+ ,545
+ ,329.25
+ ,86030
+ ,597
+ ,333.11
+ ,86963
+ ,555
+ ,334.51
+ ,87324
+ ,548
+ ,336.21
+ ,87770
+ ,524
+ ,339.91
+ ,88534
+ ,572
+ ,344.53
+ ,88888)
+ ,dim=c(3
+ ,66)
+ ,dimnames=list(c('Werkloosheid'
+ ,'CPI'
+ ,'BBP')
+ ,1:66))
>  y <- array(NA,dim=c(3,66),dimnames=list(c('Werkloosheid','CPI','BBP'),1:66))
>  for (i in 1:dim(x)[1])
+  {
+  	for (j in 1:dim(x)[2])
+  	{
+  		y[i,j] <- as.numeric(x[i,j])
+  	}
+  }
> par1 = 'kendall'
> main = 'Correlation Matrix'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Dr. Ian E. Holliday
> #To cite this work: Ian E. Holliday, 2009, YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: 
> #Technical description: 
> panel.tau <- function(x, y, digits=2, prefix='', cex.cor)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(0, 1, 0, 1))
+ rr <- cor.test(x, y, method=par1)
+ r <- round(rr$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/wessaorg/rcomp/tmp/1ipfy1324132089.ps",horizontal=F,onefile=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/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/wessaorg/rcomp/createtable")
> 
> n <- length(y[,1])
> n
[1] 3
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,paste('Correlations for all pairs of data series (method=',par1,')',sep=''),n+1,TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,' ',header=TRUE)
> for (i in 1:n) {
+ a<-table.element(a,dimnames(t(x))[[2]][i],header=TRUE)
+ }
> a<-table.row.end(a)
> for (i in 1:n) {
+ a<-table.row.start(a)
+ a<-table.element(a,dimnames(t(x))[[2]][i],header=TRUE)
+ for (j in 1:n) {
+ r <- cor.test(y[i,],y[j,],method=par1)
+ a<-table.element(a,round(r$estimate,3))
+ }
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/2h9391324132089.tab") 
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,'Correlations for all pairs of data series with p-values',4,TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,'pair',1,TRUE)
> a<-table.element(a,'Pearson r',1,TRUE)
> a<-table.element(a,'Spearman rho',1,TRUE)
> a<-table.element(a,'Kendall tau',1,TRUE)
> a<-table.row.end(a)
> cor.test(y[1,],y[2,],method=par1)

	Kendall's rank correlation tau

data:  y[1, ] and y[2, ] 
z = -0.3653, p-value = 0.7149
alternative hypothesis: true tau is not equal to 0 
sample estimates:
        tau 
-0.03086286 

> for (i in 1:(n-1))
+ {
+ for (j in (i+1):n)
+ {
+ a<-table.row.start(a)
+ dum <- paste(dimnames(t(x))[[2]][i],';',dimnames(t(x))[[2]][j],sep='')
+ a<-table.element(a,dum,header=TRUE)
+ rp <- cor.test(y[i,],y[j,],method='pearson')
+ a<-table.element(a,round(rp$estimate,4))
+ rs <- cor.test(y[i,],y[j,],method='spearman')
+ a<-table.element(a,round(rs$estimate,4))
+ rk <- cor.test(y[i,],y[j,],method='kendall')
+ a<-table.element(a,round(rk$estimate,4))
+ a<-table.row.end(a)
+ a<-table.row.start(a)
+ a<-table.element(a,'p-value',header=T)
+ a<-table.element(a,paste('(',round(rp$p.value,4),')',sep=''))
+ a<-table.element(a,paste('(',round(rs$p.value,4),')',sep=''))
+ a<-table.element(a,paste('(',round(rk$p.value,4),')',sep=''))
+ a<-table.row.end(a)
+ }
+ }
Warning messages:
1: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
2: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
3: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/3v2xp1324132089.tab") 
> 
> try(system("convert tmp/1ipfy1324132089.ps tmp/1ipfy1324132089.png",intern=TRUE))
character(0)
> 
> 
> proc.time()
   user  system elapsed 
  0.645   0.108   1.340