R version 2.9.0 (2009-04-17)
Copyright (C) 2009 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(100
+ ,100
+ ,100
+ ,100
+ ,87.14054095
+ ,99.31916948
+ ,84.48959366
+ ,85.95702149
+ ,112.0054296
+ ,114.7106298
+ ,96.92765114
+ ,68.015992
+ ,112.312101
+ ,114.9941367
+ ,98.26560951
+ ,91.25437281
+ ,109.474134
+ ,114.6085397
+ ,107.5569871
+ ,104.2978511
+ ,104.9746116
+ ,116.3633855
+ ,103.64222
+ ,71.11444278
+ ,100.4926851
+ ,108.0492516
+ ,93.45887017
+ ,94.35282359
+ ,104.2154743
+ ,112.8502449
+ ,105.2527255
+ ,71.91404298
+ ,120.1768388
+ ,127.2518452
+ ,126.1397423
+ ,74.8125937
+ ,112.1028355
+ ,116.4999655
+ ,112.4132805
+ ,98.4007996
+ ,108.1481575
+ ,113.8511416
+ ,107.9286422
+ ,115.6921539
+ ,116.802197
+ ,126.3771815
+ ,100.7928642
+ ,109.5452274
+ ,102.1699512
+ ,103.8290681
+ ,106.1199207
+ ,110.2948526
+ ,95.15358705
+ ,108.296889
+ ,103.666997
+ ,122.0389805
+ ,120.6707808
+ ,125.0969166
+ ,142.888999
+ ,91.2043978
+ ,111.5234277
+ ,115.6701386
+ ,120.6144698
+ ,114.8425787
+ ,119.9669448
+ ,130.2545354
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+ ,118.9905047
+ ,113.3697401
+ ,131.2064565
+ ,121.7294351
+ ,103.1984008
+ ,110.0717661
+ ,124.8665241
+ ,121.1100099
+ ,124.5877061
+ ,111.5567342
+ ,122.6191626
+ ,129.4846383
+ ,90.85457271
+ ,132.424212
+ ,148.2368766
+ ,103.691774
+ ,108.9455272
+ ,107.900558
+ ,117.7160792
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+ ,123.1384308
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+ ,128.9232255
+ ,105.2031715
+ ,107.0964518
+ ,124.3992258
+ ,130.7380837
+ ,122.8444004
+ ,121.0894553
+ ,110.4450505
+ ,113.1192661
+ ,121.283449
+ ,110.2948526
+ ,101.5874013
+ ,116.5454922
+ ,114.147671
+ ,102.1989005
+ ,122.3203962
+ ,127.9782024
+ ,127.4281467
+ ,90.30484758
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+ ,116.4417791
+ ,125.4411543
+ ,133.9732358
+ ,139.147671
+ ,118.1909045
+ ,108.9902468
+ ,121.2623301
+ ,154.5094153
+ ,119.6401799
+ ,118.9243879
+ ,128.559702
+ ,124.6531219
+ ,104.2978511
+ ,116.7242723
+ ,124.692695
+ ,167.1456888
+ ,104.4477761
+ ,134.1724901
+ ,140.9850314
+ ,121.6551041
+ ,123.5382309
+ ,116.8530994
+ ,124.6823481
+ ,130.4013875
+ ,142.0789605
+ ,124.5732995
+ ,134.9451611
+ ,124.2814668
+ ,122.8385807
+ ,130.9914031
+ ,137.2642616
+ ,131.0951437
+ ,124.4877561
+ ,123.4239103
+ ,132.6308891
+ ,134.2666006
+ ,125.6371814
+ ,111.4536725
+ ,122.7122853
+ ,166.3032706
+ ,125.5372314
+ ,124.5135991
+ ,132.5846727
+ ,166.8483647
+ ,103.5482259
+ ,139.2589613
+ ,151.5410085
+ ,151.2140733
+ ,114.0929535
+ ,129.8596099
+ ,145.764641
+ ,154.8562934
+ ,127.0864568
+ ,112.3460359
+ ,134.4043595
+ ,139.444995
+ ,108.8955522
+ ,131.381655
+ ,152.9192247
+ ,140.8572844
+ ,122.1389305
+ ,133.0004776
+ ,143.9387459
+ ,171.308226
+ ,116.5417291
+ ,134.3220552
+ ,152.9709595
+ ,133.3994054
+ ,106.2468766
+ ,144.2379719
+ ,162.3356557
+ ,131.8384539
+ ,119.6901549
+ ,134.1278719
+ ,148.1658274
+ ,147.4231913
+ ,167.6661669
+ ,150.1891559
+ ,167.9499207
+ ,158.8453915
+ ,124.3378311
+ ,140.722563
+ ,156.9400566
+ ,159.0436075
+ ,132.2338831
+ ,114.8389975
+ ,140.2241843
+ ,163.2309217
+ ,137.6311844
+ ,143.1973003
+ ,163.13996
+ ,187.9335976
+ ,90.30484758
+ ,140.2738676
+ ,160.969166
+ ,195.4410307
+ ,127.986007
+ ,112.1248303
+ ,135.3031662
+ ,234.4152626
+ ,123.6381809
+ ,102.8951536
+ ,124.4554046
+ ,161.1992071
+ ,113.8430785
+ ,100.5090242
+ ,119.2143202
+ ,162.7106046
+ ,123.988006
+ ,103.3513901
+ ,116.21163
+ ,192.2943508
+ ,76.8115942
+ ,111.4134533
+ ,125.2638477
+ ,151.6352825
+ ,112.6936532
+ ,104.5887587
+ ,114.0987791
+ ,134.8116947
+ ,137.1314343
+ ,101.7840983
+ ,110.0413879
+ ,112.9088206
+ ,200.049975
+ ,114.7007441
+ ,126.6317169
+ ,105.0297324
+ ,150.8245877
+ ,108.7426474
+ ,113.0875354
+ ,122.0267592
+ ,172.5137431)
+ ,dim=c(4
+ ,61)
+ ,dimnames=list(c('Totuit'
+ ,'Totin'
+ ,'Invchin'
+ ,'Uitvchin')
+ ,1:61))
>  y <- array(NA,dim=c(4,61),dimnames=list(c('Totuit','Totin','Invchin','Uitvchin'),1:61))
>  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/1v8et1257946490.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 = 8.7245, p-value < 2.2e-16
alternative hypothesis: true tau is not equal to 0 
sample estimates:
      tau 
0.7661202 

> 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/29grj1257946490.tab") 
> system("convert tmp/1v8et1257946490.ps tmp/1v8et1257946490.png")
> 
> 
> proc.time()
   user  system elapsed 
  0.507   0.225   0.601