R version 2.13.0 (2011-04-13) Copyright (C) 2011 The R Foundation for Statistical Computing ISBN 3-900051-07-0 Platform: i486-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. 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,2.98 + ,0.48 + ,9 + ,7 + ,5.9 + ,0.15 + ,0.31 + ,5.8 + ,0.041 + ,53 + ,155 + ,0.9945 + ,3.52 + ,0.46 + ,10.5 + ,6 + ,7.4 + ,0.28 + ,0.42 + ,19.8 + ,0.066 + ,53 + ,195 + ,1 + ,2.96 + ,0.44 + ,9.1 + ,5 + ,6.2 + ,0.28 + ,0.22 + ,7.3 + ,0.041 + ,26 + ,157 + ,0.9957 + ,3.44 + ,0.64 + ,9.8 + ,7 + ,9.1 + ,0.59 + ,0.38 + ,1.6 + ,0.066 + ,34 + ,182 + ,0.9968 + ,3.23 + ,0.38 + ,8.5 + ,3 + ,6.3 + ,0.33 + ,0.27 + ,1.2 + ,0.046 + ,34 + ,175 + ,0.9934 + ,3.37 + ,0.54 + ,9.4 + ,6 + ,8.3 + ,0.39 + ,0.7 + ,10.6 + ,0.045 + ,33 + ,169 + ,0.9976 + ,3.09 + ,0.57 + ,9.4 + ,5 + ,7.2 + ,0.19 + ,0.46 + ,3.8 + ,0.041 + ,82 + ,187 + ,0.9932 + ,3.19 + ,0.6 + ,11.2 + ,7) + ,dim=c(12 + ,298) + ,dimnames=list(c('fixedAcidity' + ,'volatileAcidity' + ,'citricAcid' + ,'residualSugar' + ,'chlorides' + ,'freeSulfurDioxide' + ,'totSulfurDioxide' + ,'density' + ,'pH' + ,'sulphates' + ,'alcohol' + ,'quality') + ,1:298)) > y <- array(NA,dim=c(12,298),dimnames=list(c('fixedAcidity','volatileAcidity','citricAcid','residualSugar','chlorides','freeSulfurDioxide','totSulfurDioxide','density','pH','sulphates','alcohol','quality'),1:298)) > 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$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='grey', ...) + } > postscript(file="/var/wessaorg/rcomp/tmp/1ywwt1323792919.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(t(y),diag.panel=panel.hist, upper.panel=panel.smooth, lower.panel=panel.tau, main=main) > dev.off() null device 1 > > #Note: the /var/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/wessaorg/rcomp/createtable") > > n <- length(y[,1]) > n [1] 12 > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,paste('Correlations for all pairs of data series (method=',par1,')',sep=''),n+1,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,' ',header=TRUE) > for (i in 1:n) { + a<-table.element(a,dimnames(t(x))[[2]][i],header=TRUE) + } > a<-table.row.end(a) > for (i in 1:n) { + a<-table.row.start(a) + a<-table.element(a,dimnames(t(x))[[2]][i],header=TRUE) + for (j in 1:n) { + r <- cor.test(y[i,],y[j,],method=par1) + a<-table.element(a,round(r$estimate,3)) + } + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/2mj411323792919.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 = -1.8961, df = 296, p-value = 0.05892 alternative hypothesis: true correlation is not equal to 0 95 percent confidence interval: -0.220422747 0.004126606 sample estimates: cor -0.1095455 > 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/3k45w1323792919.tab") > > try(system("convert tmp/1ywwt1323792919.ps tmp/1ywwt1323792919.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 6.868 0.224 7.087