R version 2.9.0 (2009-04-17)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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Type 'contributors()' for more information and
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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(300
+ ,2.26
+ ,591.000
+ ,302
+ ,2.57
+ ,589.000
+ ,400
+ ,3.07
+ ,584.000
+ ,392
+ ,2.76
+ ,573.000
+ ,373
+ ,2.51
+ ,567.000
+ ,379
+ ,2.87
+ ,569.000
+ ,303
+ ,3.14
+ ,621.000
+ ,324
+ ,3.11
+ ,629.000
+ ,353
+ ,3.16
+ ,628.000
+ ,392
+ ,2.47
+ ,612.000
+ ,327
+ ,2.57
+ ,595.000
+ ,376
+ ,2.89
+ ,597.000
+ ,329
+ ,2.63
+ ,593.000
+ ,359
+ ,2.38
+ ,590.000
+ ,413
+ ,1.69
+ ,580.000
+ ,338
+ ,1.96
+ ,574.000
+ ,422
+ ,2.19
+ ,573.000
+ ,390
+ ,1.87
+ ,573.000
+ ,370
+ ,1.60
+ ,620.000
+ ,367
+ ,1.63
+ ,626.000
+ ,406
+ ,1.22
+ ,620.000
+ ,418
+ ,1.21
+ ,588.000
+ ,346
+ ,1.49
+ ,566.000
+ ,350
+ ,1.64
+ ,557.000
+ ,330
+ ,1.66
+ ,561.000
+ ,318
+ ,1.77
+ ,549.000
+ ,382
+ ,1.82
+ ,532.000
+ ,337
+ ,1.78
+ ,526.000
+ ,372
+ ,1.28
+ ,511.000
+ ,422
+ ,1.29
+ ,499.000
+ ,428
+ ,1.37
+ ,555.000
+ ,426
+ ,1.12
+ ,565.000
+ ,396
+ ,1.51
+ ,542.000
+ ,458
+ ,2.24
+ ,527.000
+ ,315
+ ,2.94
+ ,510.000
+ ,337
+ ,3.09
+ ,514.000
+ ,386
+ ,3.46
+ ,517.000
+ ,352
+ ,3.64
+ ,508.000
+ ,383
+ ,4.39
+ ,493.000
+ ,439
+ ,4.15
+ ,490.000
+ ,397
+ ,5.21
+ ,469.000
+ ,453
+ ,5.80
+ ,478.000
+ ,363
+ ,5.91
+ ,528.000
+ ,365
+ ,5.39
+ ,534.000
+ ,474
+ ,5.46
+ ,518.000
+ ,373
+ ,4.72
+ ,506.000
+ ,403
+ ,3.14
+ ,502.000
+ ,384
+ ,2.63
+ ,516.000
+ ,364
+ ,2.32
+ ,528.000
+ ,361
+ ,1.93
+ ,533.000
+ ,419
+ ,0.62
+ ,536.000
+ ,352
+ ,0.60
+ ,537.000
+ ,363
+ ,-0.37
+ ,524.000
+ ,410
+ ,-1.10
+ ,536.000
+ ,361
+ ,-1.68
+ ,587.000
+ ,383
+ ,-0.78
+ ,597.000
+ ,342
+ ,-1.19
+ ,581.000
+ ,369
+ ,-0.79
+ ,564.000
+ ,361
+ ,-0.12
+ ,558.000
+ ,317
+ ,0.26
+ ,575.000
+ ,386
+ ,0.62
+ ,580.000
+ ,318
+ ,0.70
+ ,575.000
+ ,407
+ ,1.66
+ ,563.000
+ ,393
+ ,1.80
+ ,552.000
+ ,404
+ ,2.27
+ ,537.000
+ ,498
+ ,2.46
+ ,545.000
+ ,438
+ ,2.57
+ ,601.000)
+ ,dim=c(3
+ ,67)
+ ,dimnames=list(c('Bouwvergunningen'
+ ,'Inflatie'
+ ,'Werklozen')
+ ,1:67))
>  y <- array(NA,dim=c(3,67),dimnames=list(c('Bouwvergunningen','Inflatie','Werklozen'),1:67))
>  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/www/html/rcomp/tmp/1yfik1292940237.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/www/html/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/www/html/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/www/html/rcomp/tmp/2nyin1292940238.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 = 0.1949, p-value = 0.8455
alternative hypothesis: true tau is not equal to 0 
sample estimates:
       tau 
0.01635250 

> 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/www/html/rcomp/tmp/3qhgb1292940238.tab") 
> 
> try(system("convert tmp/1yfik1292940237.ps tmp/1yfik1292940237.png",intern=TRUE))
character(0)
> 
> 
> proc.time()
   user  system elapsed 
  0.479   0.212   1.075