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Type 'q()' to quit R. > x <- array(list(60635408600 + ,79717000 + ,64463389370 + ,82855667 + ,66750859382 + ,79346667 + ,69032584255.95 + ,76270333 + ,72841303906.58 + ,89532667 + ,72838685607.53 + ,83541333 + ,75887977453.76 + ,82456000 + ,78936158549.66 + ,85818333 + ,81986612544.38 + ,92106667 + ,85038924238.38 + ,96873333 + ,87328862789.67 + ,96580000 + ,85794984680.72 + ,87769000 + ,88082838620.17 + ,88396000 + ,91885510657.4 + ,90995667 + ,96355573323.8 + ,92785000 + ,101321342608.8 + ,98112667 + ,105791395836.8 + ,105779667 + ,113241494103 + ,103660333 + ,117215849652.8 + ,105435000 + ,120940898880.6 + ,105204000 + ,125658810316.5 + ,107466333 + ,130873880200.8 + ,118554333 + ,139583536623.4 + ,123614333 + ,148226520849 + ,125620000 + ,153789461350 + ,121524333 + ,161871513310.4 + ,130830333 + ,171781295610.4 + ,138871333 + ,178996585758.2 + ,135215667 + ,176620960002 + ,122096333 + ,186604680395 + ,130005333 + ,187772917033.2 + ,126566000 + ,193109744878.6 + ,134808667 + ,197630528464 + ,138761333 + ,206483683756.4 + ,133778333 + ,203906590621.6 + ,122598667 + ,206783719069.34 + ,116446000 + ,206759082201.76 + ,100745333 + ,211878483671.4 + ,104419333 + ,214009149959 + ,103477000 + ,217203709135.4 + ,102054333 + ,222331811922.6 + ,102446667 + ,232825724880 + ,99528000 + ,241180274038.7 + ,106549667 + ,248494123822.1 + ,107587333 + ,253049202253.08 + ,117091333 + ,256922518700.16 + ,114029667 + ,254451243638.75 + ,109721333 + ,262662316800.94 + ,114697000 + ,268926171539.67 + ,115063667 + ,272037080259.13 + ,121234667 + ,281118338865.04 + ,118393000 + ,286389613939.39 + ,121308000 + ,296190694318.91 + ,117579000 + ,307294826961.69 + ,117414000 + ,309697986635.6 + ,117740333 + ,314369521231.48 + ,109417000 + ,317533640477.42 + ,116442333 + ,327005697520.69 + ,113311000 + ,332458473876 + ,109391333 + ,339794119726.27 + ,107198667) + ,dim=c(2 + ,60) + ,dimnames=list(c('GDP' + ,'Co2') + ,1:60)) > y <- array(NA,dim=c(2,60),dimnames=list(c('GDP','Co2'),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 = 'kendall' > main = 'Correlation Matrix' > #'GNU S' R Code compiled by R2WASP v. 1.0.44 () > #Author: Dr. Ian E. Holliday > #To cite this work: Ian E. Holliday, 2009, YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/ > #Source of accompanying publication: > #Technical description: > panel.tau <- function(x, y, digits=2, prefix='', cex.cor) + { + usr <- par('usr'); on.exit(par(usr)) + par(usr = c(0, 1, 0, 1)) + rr <- cor.test(x, y, method=par1) + r <- round(rr$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/www/rcomp/tmp/1d4n11321032450.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/www/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/www/rcomp/createtable") > > n <- length(y[,1]) > n [1] 2 > 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$estimate,3)) + } + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/www/rcomp/tmp/2zwz81321032450.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Correlations for all pairs of data series with p-values',4,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'pair',1,TRUE) > a<-table.element(a,'Pearson r',1,TRUE) > a<-table.element(a,'Spearman rho',1,TRUE) > a<-table.element(a,'Kendall tau',1,TRUE) > a<-table.row.end(a) > cor.test(y[1,],y[2,],method=par1) Kendall's rank correlation tau data: y[1, ] and y[2, ] z = 4.4645, p-value = 8.024e-06 alternative hypothesis: true tau is not equal to 0 sample estimates: tau 0.3954802 > for (i in 1:(n-1)) + { + for (j in (i+1):n) + { + a<-table.row.start(a) + dum <- paste(dimnames(t(x))[[2]][i],';',dimnames(t(x))[[2]][j],sep='') + a<-table.element(a,dum,header=TRUE) + rp <- cor.test(y[i,],y[j,],method='pearson') + a<-table.element(a,round(rp$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) + } + } > a<-table.end(a) > table.save(a,file="/var/www/rcomp/tmp/36pnh1321032450.tab") > > try(system("convert tmp/1d4n11321032450.ps tmp/1d4n11321032450.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 0.790 0.030 0.824