R version 2.15.2 (2012-10-26) -- "Trick or Treat"
Copyright (C) 2012 The R Foundation for Statistical Computing
ISBN 3-900051-07-0
Platform: i686-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(-4
+ ,-16
+ ,3
+ ,0
+ ,3
+ ,-6
+ ,-18
+ ,5
+ ,-2
+ ,0
+ ,-3
+ ,-14
+ ,0
+ ,1
+ ,-1
+ ,-3
+ ,-12
+ ,-2
+ ,-2
+ ,-1
+ ,-7
+ ,-17
+ ,6
+ ,-2
+ ,-4
+ ,-9
+ ,-23
+ ,11
+ ,-2
+ ,1
+ ,-11
+ ,-28
+ ,9
+ ,-6
+ ,-1
+ ,-13
+ ,-31
+ ,17
+ ,-4
+ ,0
+ ,-11
+ ,-21
+ ,21
+ ,-2
+ ,-1
+ ,-9
+ ,-19
+ ,21
+ ,0
+ ,6
+ ,-17
+ ,-22
+ ,41
+ ,-5
+ ,0
+ ,-22
+ ,-22
+ ,57
+ ,-4
+ ,-3
+ ,-25
+ ,-25
+ ,65
+ ,-5
+ ,-3
+ ,-20
+ ,-16
+ ,68
+ ,-1
+ ,4
+ ,-24
+ ,-22
+ ,73
+ ,-2
+ ,1
+ ,-24
+ ,-21
+ ,71
+ ,-4
+ ,0
+ ,-22
+ ,-10
+ ,71
+ ,-1
+ ,-4
+ ,-19
+ ,-7
+ ,70
+ ,1
+ ,-2
+ ,-18
+ ,-5
+ ,69
+ ,1
+ ,3
+ ,-17
+ ,-4
+ ,65
+ ,-2
+ ,2
+ ,-11
+ ,7
+ ,57
+ ,1
+ ,5
+ ,-11
+ ,6
+ ,57
+ ,1
+ ,6
+ ,-12
+ ,3
+ ,57
+ ,3
+ ,6
+ ,-10
+ ,10
+ ,55
+ ,3
+ ,3
+ ,-15
+ ,0
+ ,65
+ ,1
+ ,4
+ ,-15
+ ,-2
+ ,65
+ ,1
+ ,7
+ ,-15
+ ,-1
+ ,64
+ ,0
+ ,5
+ ,-13
+ ,2
+ ,60
+ ,2
+ ,6
+ ,-8
+ ,8
+ ,43
+ ,2
+ ,1
+ ,-13
+ ,-6
+ ,47
+ ,-1
+ ,3
+ ,-9
+ ,-4
+ ,40
+ ,1
+ ,6
+ ,-7
+ ,4
+ ,31
+ ,0
+ ,0
+ ,-4
+ ,7
+ ,27
+ ,1
+ ,3
+ ,-4
+ ,3
+ ,24
+ ,1
+ ,4
+ ,-2
+ ,3
+ ,23
+ ,3
+ ,7
+ ,0
+ ,8
+ ,17
+ ,2
+ ,6
+ ,-2
+ ,3
+ ,16
+ ,0
+ ,6
+ ,-3
+ ,-3
+ ,15
+ ,0
+ ,6
+ ,1
+ ,4
+ ,8
+ ,3
+ ,6
+ ,-2
+ ,-5
+ ,5
+ ,-2
+ ,2
+ ,-1
+ ,-1
+ ,6
+ ,0
+ ,2
+ ,1
+ ,5
+ ,5
+ ,1
+ ,2
+ ,-3
+ ,0
+ ,12
+ ,-1
+ ,3
+ ,-4
+ ,-6
+ ,8
+ ,-2
+ ,-1
+ ,-9
+ ,-13
+ ,17
+ ,-1
+ ,-4
+ ,-9
+ ,-15
+ ,22
+ ,-1
+ ,4
+ ,-7
+ ,-8
+ ,24
+ ,1
+ ,5
+ ,-14
+ ,-20
+ ,36
+ ,-2
+ ,3
+ ,-12
+ ,-10
+ ,31
+ ,-5
+ ,-1
+ ,-16
+ ,-22
+ ,34
+ ,-5
+ ,-4
+ ,-20
+ ,-25
+ ,47
+ ,-6
+ ,0
+ ,-12
+ ,-10
+ ,33
+ ,-4
+ ,-1
+ ,-12
+ ,-8
+ ,35
+ ,-3
+ ,-1
+ ,-10
+ ,-9
+ ,31
+ ,-3
+ ,3
+ ,-10
+ ,-5
+ ,35
+ ,-1
+ ,2
+ ,-13
+ ,-7
+ ,39
+ ,-2
+ ,-4
+ ,-16
+ ,-11
+ ,46
+ ,-3
+ ,-3
+ ,-14
+ ,-11
+ ,40
+ ,-3
+ ,-1
+ ,-17
+ ,-16
+ ,50
+ ,-3
+ ,3
+ ,-24
+ ,-28
+ ,62
+ ,-5
+ ,-2)
+ ,dim=c(5
+ ,60)
+ ,dimnames=list(c('Consumer_confidence_indicator'
+ ,'General_economic_situation'
+ ,'Unemployment_in_Belgium'
+ ,'Financial_situation_of_households'
+ ,'Saving_capacity_of_households
')
+ ,1:60))
>  y <- array(NA,dim=c(5,60),dimnames=list(c('Consumer_confidence_indicator','General_economic_situation','Unemployment_in_Belgium','Financial_situation_of_households','Saving_capacity_of_households
'),1:60))
>  for (i in 1:dim(x)[1])
+  {
+  	for (j in 1:dim(x)[2])
+  	{
+  		y[i,j] <- as.numeric(x[i,j])
+  	}
+  }
> par1 = 'pearson'
> main = 'Correlation Matrix'
> 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$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='grey', ...)
+ }
> postscript(file="/var/wessaorg/rcomp/tmp/1qu0a1355266410.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(t(y),diag.panel=panel.hist, upper.panel=panel.smooth, lower.panel=panel.tau, main=main)
Warning messages:
1: In strwidth(labels, "user") : font width unknown for character 0xd
2: In text.default(x, y, txt, cex = cex, font = font) :
  font width unknown for character 0xd
3: In text.default(x, y, txt, cex = cex, font = font) :
  font metrics unknown for character 0xd
> dev.off()
null device 
          1 
> 
> #Note: the /var/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab
> load(file="/var/wessaorg/rcomp/createtable")
> 
> n <- length(y[,1])
> n
[1] 5
> a<-table.start()
> a<-table.row.start(a)
> a<-table.element(a,paste('Correlations for all pairs of data series (method=',par1,')',sep=''),n+1,TRUE)
> a<-table.row.end(a)
> a<-table.row.start(a)
> a<-table.element(a,' ',header=TRUE)
> for (i in 1:n) {
+ a<-table.element(a,dimnames(t(x))[[2]][i],header=TRUE)
+ }
> a<-table.row.end(a)
> for (i in 1:n) {
+ a<-table.row.start(a)
+ a<-table.element(a,dimnames(t(x))[[2]][i],header=TRUE)
+ for (j in 1:n) {
+ r <- cor.test(y[i,],y[j,],method=par1)
+ a<-table.element(a,round(r$estimate,3))
+ }
+ a<-table.row.end(a)
+ }
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/2524o1355266410.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)

	Pearson's product-moment correlation

data:  y[1, ] and y[2, ] 
t = 4.6667, df = 58, p-value = 1.851e-05
alternative hypothesis: true correlation is not equal to 0 
95 percent confidence interval:
 0.3096368 0.6854651 
sample estimates:
      cor 
0.5224817 

> 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
4: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
5: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
6: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
7: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
8: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
9: In cor.test.default(y[i, ], y[j, ], method = "spearman") :
  Cannot compute exact p-values with ties
10: 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/34szk1355266410.tab") 
> 
> try(system("convert tmp/1qu0a1355266410.ps tmp/1qu0a1355266410.png",intern=TRUE))
character(0)
> 
> 
> proc.time()
   user  system elapsed 
  1.054   0.185   1.219