R version 2.8.0 (2008-10-20)
Copyright (C) 2008 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(217859
+ ,258778
+ ,88827
+ ,565464
+ ,208679
+ ,252791
+ ,85874
+ ,547344
+ ,213188
+ ,256389
+ ,85211
+ ,554788
+ ,216234
+ ,258961
+ ,87130
+ ,562325
+ ,213587
+ ,258647
+ ,88620
+ ,560854
+ ,209465
+ ,256304
+ ,89563
+ ,555332
+ ,204045
+ ,250498
+ ,89056
+ ,543599
+ ,200237
+ ,247883
+ ,88542
+ ,536662
+ ,203666
+ ,249552
+ ,89504
+ ,542722
+ ,241476
+ ,262626
+ ,89428
+ ,593530
+ ,260307
+ ,264416
+ ,86040
+ ,610763
+ ,243324
+ ,273049
+ ,96240
+ ,612613
+ ,244460
+ ,272441
+ ,94423
+ ,611324
+ ,233575
+ ,267564
+ ,93028
+ ,594167
+ ,237217
+ ,265952
+ ,92285
+ ,595454
+ ,235243
+ ,263937
+ ,91685
+ ,590865
+ ,230354
+ ,264765
+ ,94260
+ ,589379
+ ,227184
+ ,263386
+ ,93858
+ ,584428
+ ,221678
+ ,258985
+ ,92437
+ ,573100
+ ,217142
+ ,257334
+ ,92980
+ ,567456
+ ,219452
+ ,257477
+ ,92099
+ ,569028
+ ,256446
+ ,271486
+ ,92803
+ ,620735
+ ,265845
+ ,274488
+ ,88551
+ ,628884
+ ,248624
+ ,281274
+ ,98334
+ ,628232
+ ,241114
+ ,272674
+ ,98329
+ ,612117
+ ,229245
+ ,269704
+ ,96455
+ ,595404
+ ,231805
+ ,268227
+ ,97109
+ ,597141
+ ,219277
+ ,276444
+ ,97687
+ ,593408
+ ,219313
+ ,272247
+ ,98512
+ ,590072
+ ,212610
+ ,268516
+ ,98673
+ ,579799
+ ,214771
+ ,263406
+ ,96028
+ ,574205
+ ,211142
+ ,263619
+ ,98014
+ ,572775
+ ,211457
+ ,265905
+ ,95580
+ ,572942
+ ,240048
+ ,281681
+ ,97838
+ ,619567
+ ,240636
+ ,287413
+ ,97760
+ ,625809
+ ,230580
+ ,289423
+ ,99913
+ ,619916
+ ,208795
+ ,281242
+ ,97588
+ ,587625
+ ,197922
+ ,273878
+ ,93942
+ ,565742
+ ,194596
+ ,269022
+ ,93656
+ ,557274
+ ,194581
+ ,272630
+ ,93365
+ ,560576
+ ,185686
+ ,270287
+ ,92881
+ ,548854
+ ,178106
+ ,260447
+ ,93120
+ ,531673
+ ,172608
+ ,262248
+ ,91063
+ ,525919
+ ,167302
+ ,252806
+ ,90930
+ ,511038
+ ,168053
+ ,238663
+ ,91946
+ ,498662
+ ,202300
+ ,258438
+ ,94624
+ ,555362
+ ,202388
+ ,266719
+ ,95484
+ ,564591
+ ,182516
+ ,263279
+ ,95862
+ ,541657
+ ,173476
+ ,258064
+ ,95530
+ ,527070
+ ,166444
+ ,248828
+ ,94574
+ ,509846
+ ,171297
+ ,248284
+ ,94677
+ ,514258
+ ,169701
+ ,253376
+ ,93845
+ ,516922
+ ,164182
+ ,251846
+ ,91533
+ ,507561
+ ,161914
+ ,239494
+ ,91214
+ ,492622
+ ,159612
+ ,239709
+ ,90922
+ ,490243
+ ,151001
+ ,228793
+ ,89563
+ ,469357
+ ,158114
+ ,229521
+ ,89945
+ ,477580
+ ,186530
+ ,249999
+ ,91850
+ ,528379
+ ,187069
+ ,254016
+ ,92505
+ ,533590
+ ,174330
+ ,251178
+ ,92437
+ ,517945)
+ ,dim=c(4
+ ,60)
+ ,dimnames=list(c('Vlaams'
+ ,'Waals'
+ ,'Brussels'
+ ,'België')
+ ,1:60))
>  y <- array(NA,dim=c(4,60),dimnames=list(c('Vlaams','Waals','Brussels','België'),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/1z6m81229195579.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 = 5.9187, p-value = 3.245e-09
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.5242938 

> 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/23t021229195579.tab") 
> 
> system("convert tmp/1z6m81229195579.ps tmp/1z6m81229195579.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.537   0.242   0.660