x <- array(list(98.8 ,100.3 ,101.9 ,99.9 ,100.5 ,98.5 ,100.2 ,98.6 ,110.4 ,95.1 ,98.6 ,107.2 ,96.4 ,93.1 ,98.1 ,95.7 ,101.9 ,92.2 ,98.2 ,93.7 ,106.2 ,89.0 ,99.1 ,106.7 ,81.0 ,86.4 ,100.0 ,86.7 ,94.7 ,84.5 ,99.7 ,95.3 ,101.0 ,82.7 ,99.7 ,99.3 ,109.4 ,80.8 ,99.3 ,101.8 ,102.3 ,81.8 ,97.9 ,96.0 ,90.7 ,81.8 ,97.6 ,91.7 ,96.2 ,82.9 ,94.7 ,95.3 ,96.1 ,83.8 ,95.8 ,96.6 ,106.0 ,86.2 ,97.0 ,107.2 ,103.1 ,86.1 ,99.0 ,108.0 ,102.0 ,86.2 ,101.9 ,98.4 ,104.7 ,88.8 ,103.9 ,103.1 ,86.0 ,89.6 ,105.1 ,81.1 ,92.1 ,87.8 ,104.9 ,96.6 ,106.9 ,88.3 ,105.0 ,103.7 ,112.6 ,88.6 ,104.6 ,106.6 ,101.7 ,91.0 ,105.1 ,97.6 ,92.0 ,91.5 ,105.7 ,87.6 ,97.4 ,95.4 ,115.6 ,99.4 ,97.0 ,98.7 ,120.3 ,98.5 ,105.4 ,99.9 ,121.9 ,105.2 ,102.7 ,98.6 ,121.7 ,104.6 ,98.1 ,100.3 ,118.9 ,97.5 ,104.5 ,100.2 ,113.4 ,108.9 ,87.4 ,100.4 ,114.0 ,86.8 ,89.9 ,101.4 ,117.5 ,88.9 ,109.8 ,103.0 ,120.9 ,110.3 ,111.7 ,109.1 ,125.1 ,114.8 ,98.6 ,111.4 ,124.7 ,94.6 ,96.9 ,114.1 ,128.2 ,92.0 ,95.1 ,121.8 ,149.7 ,98.8 ,97.0 ,127.6 ,163.6 ,93.8 ,112.7 ,129.9 ,173.9 ,107.6 ,102.9 ,128.0 ,164.5 ,101.0 ,97.4 ,123.5 ,154.2 ,95.4 ,111.4 ,124.0 ,147.9 ,96.5 ,87.4 ,127.4 ,159.3 ,89.2 ,96.8 ,127.6 ,170.3 ,87.1 ,114.1 ,128.4 ,170.0 ,110.5 ,110.3 ,131.4 ,174.2 ,110.8 ,103.9 ,135.1 ,190.8 ,104.2 ,101.6 ,134.0 ,179.9 ,88.9 ,94.6 ,144.5 ,240.8 ,89.8 ,95.9 ,147.3 ,241.9 ,90.0 ,104.7 ,150.9 ,241.1 ,93.9 ,102.8 ,148.7 ,239.6 ,91.3 ,98.1 ,141.4 ,220.8 ,87.8 ,113.9 ,138.9 ,209.3 ,99.7 ,80.9 ,139.8 ,209.9 ,73.5 ,95.7 ,145.6 ,228.3 ,79.2 ,113.2 ,147.9 ,242.1 ,96.9 ,105.9 ,148.5 ,226.4 ,95.2 ,108.8 ,151.1 ,231.5 ,95.6 ,102.3 ,157.5 ,229.7 ,89.7) ,dim=c(4 ,60) ,dimnames=list(c('InTotIndProductie' ,'PrInGrondstofInd' ,'PrInGrondstofYzer' ,'InMetalProd') ,1:60)) y <- array(NA,dim=c(4,60),dimnames=list(c('InTotIndProductie','PrInGrondstofInd','PrInGrondstofYzer','InMetalProd'),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/15kqt1258375855.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() #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 cor.test(y[1,],y[2,],method='kendall') 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/2eas91258375855.tab") system("convert tmp/15kqt1258375855.ps tmp/15kqt1258375855.png")