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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> x <- array(list(5560
+ ,433
+ ,34.97
+ ,36.68
+ ,3922
+ ,344
+ ,34.97
+ ,36.7
+ ,3759
+ ,357
+ ,34.93
+ ,36.71
+ ,4138
+ ,385
+ ,34.92
+ ,36.72
+ ,4634
+ ,392
+ ,34.97
+ ,36.73
+ ,3996
+ ,308
+ ,34.97
+ ,36.73
+ ,4308
+ ,294
+ ,34.97
+ ,36.87
+ ,4429
+ ,302
+ ,35.38
+ ,37.31
+ ,5219
+ ,400
+ ,35.64
+ ,37.39
+ ,4929
+ ,392
+ ,35.9
+ ,37.42
+ ,5755
+ ,373
+ ,36.01
+ ,37.51
+ ,5592
+ ,379
+ ,36.03
+ ,37.67
+ ,4163
+ ,303
+ ,36.04
+ ,37.67
+ ,4962
+ ,324
+ ,36.06
+ ,37.71
+ ,5208
+ ,353
+ ,36.09
+ ,37.78
+ ,4755
+ ,392
+ ,36.15
+ ,37.79
+ ,4491
+ ,327
+ ,36.15
+ ,37.84
+ ,5732
+ ,376
+ ,36.15
+ ,37.88
+ ,5731
+ ,329
+ ,36.1
+ ,38.34
+ ,5040
+ ,359
+ ,36.38
+ ,38.58
+ ,6102
+ ,413
+ ,36.89
+ ,38.72
+ ,4904
+ ,338
+ ,37
+ ,38.83
+ ,5369
+ ,422
+ ,37.09
+ ,38.9
+ ,5578
+ ,390
+ ,37.13
+ ,38.92
+ ,4619
+ ,370
+ ,37.24
+ ,38.94
+ ,4731
+ ,367
+ ,37.29
+ ,39.1
+ ,5011
+ ,406
+ ,37.34
+ ,39.14
+ ,5299
+ ,418
+ ,37.49
+ ,39.16
+ ,4146
+ ,346
+ ,37.49
+ ,39.32
+ ,4625
+ ,350
+ ,37.54
+ ,39.34
+ ,4736
+ ,329
+ ,37.67
+ ,39.44
+ ,4219
+ ,318
+ ,38.13
+ ,39.92
+ ,5116
+ ,381
+ ,38.68
+ ,40.19
+ ,4205
+ ,337
+ ,38.77
+ ,40.2
+ ,4121
+ ,372
+ ,39
+ ,40.27
+ ,5103
+ ,422
+ ,39.03
+ ,40.28
+ ,4300
+ ,427
+ ,39.03
+ ,40.3
+ ,4578
+ ,426
+ ,39.04
+ ,40.34
+ ,3809
+ ,396
+ ,39.16
+ ,40.4
+ ,5526
+ ,458
+ ,39.23
+ ,40.43
+ ,4247
+ ,314
+ ,39.26
+ ,40.48
+ ,3830
+ ,336
+ ,39.25
+ ,40.48
+ ,4394
+ ,385
+ ,39.41
+ ,40.63
+ ,4826
+ ,351
+ ,39.56
+ ,40.74
+ ,4409
+ ,381
+ ,39.69
+ ,40.77
+ ,4569
+ ,438
+ ,39.87
+ ,40.91
+ ,4106
+ ,397
+ ,39.83
+ ,40.92
+ ,4794
+ ,451
+ ,39.84
+ ,41.03
+ ,3914
+ ,362
+ ,39.85
+ ,41
+ ,3793
+ ,363
+ ,39.91
+ ,41.04
+ ,4405
+ ,468
+ ,40.62
+ ,41.33
+ ,4022
+ ,371
+ ,40.73
+ ,41.44
+ ,4100
+ ,407
+ ,40.86
+ ,41.46
+ ,4788
+ ,391
+ ,40.89
+ ,41.55
+ ,3163
+ ,364
+ ,40.9
+ ,41.55
+ ,3585
+ ,366
+ ,41.15
+ ,41.81
+ ,3903
+ ,424
+ ,41.24
+ ,41.78
+ ,4178
+ ,364
+ ,41.24
+ ,41.84
+ ,3863
+ ,366
+ ,41.33
+ ,41.84
+ ,4187
+ ,423
+ ,41.36
+ ,41.86)
+ ,dim=c(4
+ ,60)
+ ,dimnames=list(c('Bouwvergunningen_woningen'
+ ,'Bouwvergunningen_gebouwen'
+ ,'Uurtarief_elektricien'
+ ,'Uurtarief_loodgieter')
+ ,1:60))
>  y <- array(NA,dim=c(4,60),dimnames=list(c('Bouwvergunningen_woningen','Bouwvergunningen_gebouwen','Uurtarief_elektricien','Uurtarief_loodgieter'),1:60))
>  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/1z20s1257694758.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 = 1.8436, p-value = 0.06524
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.1636935 

> 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/2zxj01257694758.tab") 
> 
> system("convert tmp/1z20s1257694758.ps tmp/1z20s1257694758.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.506   0.230   0.631