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)

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> x <- array(list(25
+ ,2
+ ,10
+ ,1.5
+ ,0
+ ,6
+ ,5.70
+ ,11.40
+ ,24
+ ,2
+ ,10
+ ,1.5
+ ,0
+ ,10
+ ,17.56
+ ,35.12
+ ,30
+ ,2
+ ,10
+ ,1.5
+ ,2
+ ,6
+ ,11.28
+ ,22.56
+ ,2
+ ,2
+ ,10
+ ,1.5
+ ,2
+ ,10
+ ,8.39
+ ,16.78
+ ,40
+ ,2
+ ,10
+ ,2.5
+ ,0
+ ,6
+ ,16.67
+ ,33.34
+ ,37
+ ,2
+ ,10
+ ,2.5
+ ,0
+ ,10
+ ,12.04
+ ,24.08
+ ,16
+ ,2
+ ,10
+ ,2.5
+ ,2
+ ,6
+ ,9.22
+ ,18.44
+ ,22
+ ,2
+ ,10
+ ,2.5
+ ,2
+ ,10
+ ,3.94
+ ,7.88
+ ,33
+ ,2
+ ,30
+ ,1.5
+ ,0
+ ,6
+ ,27.02
+ ,18.01
+ ,17
+ ,2
+ ,30
+ ,1.5
+ ,0
+ ,10
+ ,19.46
+ ,12.97
+ ,28
+ ,2
+ ,30
+ ,1.5
+ ,2
+ ,6
+ ,18.54
+ ,12.36
+ ,27
+ ,2
+ ,30
+ ,1.5
+ ,2
+ ,10
+ ,25.70
+ ,17.13
+ ,14
+ ,2
+ ,30
+ ,2.5
+ ,0
+ ,6
+ ,19.02
+ ,12.68
+ ,13
+ ,2
+ ,30
+ ,2.5
+ ,0
+ ,10
+ ,22.39
+ ,14.93
+ ,4
+ ,2
+ ,30
+ ,2.5
+ ,2
+ ,6
+ ,23.85
+ ,15.90
+ ,21
+ ,2
+ ,30
+ ,2.5
+ ,2
+ ,10
+ ,30.12
+ ,20.08
+ ,23
+ ,6
+ ,10
+ ,1.5
+ ,0
+ ,6
+ ,13.42
+ ,26.84
+ ,35
+ ,6
+ ,10
+ ,1.5
+ ,0
+ ,10
+ ,34.26
+ ,68.52
+ ,19
+ ,6
+ ,10
+ ,1.5
+ ,2
+ ,6
+ ,39.74
+ ,79.48
+ ,34
+ ,6
+ ,10
+ ,1.5
+ ,2
+ ,10
+ ,10.60
+ ,21.20
+ ,31
+ ,6
+ ,10
+ ,2.5
+ ,0
+ ,6
+ ,28.89
+ ,57.78
+ ,9
+ ,6
+ ,10
+ ,2.5
+ ,0
+ ,10
+ ,35.61
+ ,71.22
+ ,38
+ ,6
+ ,10
+ ,2.5
+ ,2
+ ,6
+ ,17.20
+ ,34.40
+ ,15
+ ,6
+ ,10
+ ,2.5
+ ,2
+ ,10
+ ,6.00
+ ,12.00
+ ,39
+ ,6
+ ,30
+ ,1.5
+ ,0
+ ,6
+ ,129.45
+ ,86.30
+ ,8
+ ,6
+ ,30
+ ,1.5
+ ,0
+ ,10
+ ,107.38
+ ,71.59
+ ,26
+ ,6
+ ,30
+ ,1.5
+ ,2
+ ,6
+ ,111.66
+ ,74.44
+ ,11
+ ,6
+ ,30
+ ,1.5
+ ,2
+ ,10
+ ,109.10
+ ,72.73
+ ,6
+ ,6
+ ,30
+ ,2.5
+ ,0
+ ,6
+ ,100.43
+ ,66.95
+ ,20
+ ,6
+ ,30
+ ,2.5
+ ,0
+ ,10
+ ,109.28
+ ,72.85
+ ,10
+ ,6
+ ,30
+ ,2.5
+ ,2
+ ,6
+ ,106.46
+ ,70.97
+ ,32
+ ,6
+ ,30
+ ,2.5
+ ,2
+ ,10
+ ,134.01
+ ,89.34
+ ,1
+ ,4
+ ,20
+ ,2.0
+ ,1
+ ,8
+ ,10.78
+ ,10.78
+ ,3
+ ,4
+ ,20
+ ,2.0
+ ,1
+ ,8
+ ,9.39
+ ,9.39
+ ,5
+ ,4
+ ,20
+ ,2.0
+ ,1
+ ,8
+ ,9.84
+ ,9.84
+ ,7
+ ,4
+ ,20
+ ,2.0
+ ,1
+ ,8
+ ,13.94
+ ,13.94
+ ,12
+ ,4
+ ,20
+ ,2.0
+ ,1
+ ,8
+ ,12.33
+ ,12.33
+ ,18
+ ,4
+ ,20
+ ,2.0
+ ,1
+ ,8
+ ,7.32
+ ,7.32
+ ,29
+ ,4
+ ,20
+ ,2.0
+ ,1
+ ,8
+ ,7.91
+ ,7.91
+ ,36
+ ,4
+ ,20
+ ,2.0
+ ,1
+ ,8
+ ,15.58
+ ,15.58)
+ ,dim=c(8
+ ,40)
+ ,dimnames=list(c('RUN'
+ ,'SPEED1'
+ ,'TOTAL'
+ ,'SPEED2'
+ ,'NUMBER2'
+ ,'SENS'
+ ,'TIME'
+ ,'T20BOLT')
+ ,1:40))
>  y <- array(NA,dim=c(8,40),dimnames=list(c('RUN','SPEED1','TOTAL','SPEED2','NUMBER2','SENS','TIME','T20BOLT'),1:40))
>  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'
> par1 <- 'pearson'
> #'GNU S' R Code compiled by R2WASP v. 1.2.291 ()
> #Author: root
> #To cite this work: Patrick Wessa, (2012), Multivariate Correlation Matrix (v1.0.5) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/Patrick.Wessa/rwasp_pairs.wasp/
> #Source of accompanying publication: 
> #
> panel.tau <- function(x, y, digits=2, prefix='', cex.cor)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(0, 1, 0, 1))
+ rr <- cor.test(x, y, method=par1)
+ r <- round(rr$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/1fr3x1354981452.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/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] 8
> 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/2ptag1354981452.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 = 0.0448, df = 38, p-value = 0.9645
alternative hypothesis: true correlation is not equal to 0 
95 percent confidence interval:
 -0.3049353  0.3180538 
sample estimates:
        cor 
0.007264114 

> 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)
+ }
+ }
There were 50 or more warnings (use warnings() to see the first 50)
> a<-table.end(a)
> table.save(a,file="/var/wessaorg/rcomp/tmp/3n0jh1354981452.tab") 
> 
> try(system("convert tmp/1fr3x1354981452.ps tmp/1fr3x1354981452.png",intern=TRUE))
character(0)
> 
> 
> proc.time()
   user  system elapsed 
  1.380   0.152   1.523