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Type 'q()' to quit R. > x <- array(list(895 + ,33 + ,5 + ,25 + ,34 + ,757 + ,56 + ,5 + ,25 + ,23 + ,595 + ,17 + ,5 + ,21 + ,17 + ,725 + ,28 + ,5 + ,21 + ,17 + ,458 + ,16 + ,5 + ,22 + ,15 + ,844 + ,29 + ,5 + ,22 + ,15 + ,408 + ,21 + ,7 + ,35 + ,15 + ,543 + ,19 + ,5 + ,25 + ,14 + ,579 + ,24 + ,5 + ,25 + ,13 + ,482 + ,14 + ,6 + ,29 + ,12 + ,459 + ,17 + ,5 + ,24 + ,11 + ,409 + ,19 + ,5 + ,24 + ,11 + ,366 + ,26 + ,5 + ,24 + ,11 + ,477 + ,14 + ,6 + ,23 + ,11 + ,389 + ,14 + ,5 + ,14 + ,10 + ,388 + ,12 + ,6 + ,19 + ,10 + ,284 + ,12 + ,3 + ,14 + ,10 + ,547 + ,22 + ,5 + ,10 + ,9 + ,311 + ,7 + ,5 + ,25 + ,9 + ,339 + ,12 + ,5 + ,17 + ,9 + ,393 + ,15 + ,7 + ,24 + ,9 + ,403 + ,20 + ,5 + ,25 + ,9 + ,460 + ,15 + ,5 + ,16 + ,9 + ,377 + ,18 + ,5 + ,21 + ,9 + ,314 + ,12 + ,5 + ,20 + ,9 + ,355 + ,34 + ,5 + ,13 + ,9 + ,269 + ,12 + ,5 + ,25 + ,9 + ,488 + ,14 + ,3 + ,9 + ,9 + ,258 + ,25 + ,5 + ,24 + ,9 + ,392 + ,16 + ,5 + ,24 + ,8 + ,384 + ,14 + ,4 + ,13 + ,8 + ,381 + ,15 + ,5 + ,23 + ,8 + ,478 + ,17 + ,6 + ,29 + ,8 + ,334 + ,13 + ,5 + ,15 + ,8 + ,309 + ,19 + ,5 + ,22 + ,8 + ,660 + ,18 + ,5 + ,23 + ,8 + ,249 + ,11 + ,5 + ,25 + ,8 + ,289 + ,8 + ,5 + ,17 + ,8 + ,321 + ,14 + ,6 + ,20 + ,8 + ,344 + ,22 + ,2 + ,9 + ,8 + ,441 + ,23 + ,6 + ,26 + ,8 + ,402 + ,22 + ,6 + ,20 + ,8 + ,388 + ,23 + ,5 + ,23 + ,8 + ,405 + ,11 + ,5 + ,25 + ,8 + ,355 + ,14 + ,5 + ,14 + ,8 + ,328 + ,16 + ,6 + ,25 + ,8 + ,376 + ,13 + ,5 + ,24 + ,8 + ,218 + ,20 + ,5 + ,25 + ,8 + ,429 + ,16 + ,5 + ,25 + ,8 + ,325 + ,14 + ,6 + ,25 + ,8 + ,324 + ,18 + ,4 + ,11 + ,7 + ,379 + ,14 + ,5 + ,25 + ,7 + ,290 + ,22 + ,5 + ,17 + ,7 + ,224 + ,12 + ,5 + ,25 + ,7 + ,314 + ,15 + ,5 + ,23 + ,7 + ,267 + ,13 + ,5 + ,25 + ,7 + ,204 + ,15 + ,0 + ,0 + ,7 + ,248 + ,18 + ,5 + ,7 + ,7 + ,254 + ,11 + ,5 + ,19 + ,7 + ,371 + ,13 + ,5 + ,25 + ,7 + ,469 + ,18 + ,4 + ,16 + ,7 + ,275 + ,15 + ,4 + ,10 + ,7 + ,284 + ,14 + ,5 + ,25 + ,7 + ,277 + ,19 + ,5 + ,21 + ,7 + ,445 + ,26 + ,5 + ,24 + ,7 + ,328 + ,27 + ,5 + ,24 + ,7 + ,319 + ,17 + ,4 + ,19 + ,7 + ,377 + ,14 + ,5 + ,25 + ,7 + ,209 + ,9 + ,4 + ,13 + ,7 + ,325 + ,20 + ,5 + ,20 + ,6 + ,351 + ,11 + ,1 + ,5 + ,6 + ,236 + ,4 + ,5 + ,25 + ,6 + ,239 + ,18 + ,6 + ,16 + ,6 + ,306 + ,19 + ,6 + ,17 + ,6 + ,235 + ,11 + ,5 + ,11 + ,6 + ,357 + ,18 + ,5 + ,12 + ,6 + ,194 + ,8 + ,6 + ,24 + ,6 + ,302 + ,21 + ,5 + ,15 + ,6 + ,224 + ,7 + ,5 + ,24 + ,6 + ,232 + ,4 + ,5 + ,17 + ,6 + ,247 + ,15 + ,5 + ,25 + ,6 + ,160 + ,5 + ,2 + ,10 + ,5 + ,285 + ,12 + ,5 + ,23 + ,5 + ,230 + ,18 + ,5 + ,10 + ,5 + ,219 + ,11 + ,5 + ,20 + ,5 + ,190 + ,7 + ,2 + ,10 + ,5 + ,275 + ,18 + ,5 + ,23 + ,5 + ,292 + ,16 + ,5 + ,19 + ,5 + ,315 + ,9 + ,5 + ,25 + ,5 + ,317 + ,15 + ,6 + ,28 + ,5 + ,196 + ,12 + ,2 + ,3 + ,5 + ,256 + ,11 + ,5 + ,23 + ,5 + ,248 + ,11 + ,5 + ,25 + ,5 + ,222 + ,14 + ,5 + ,13 + ,5 + ,333 + ,11 + ,0 + ,0 + ,5 + ,285 + ,10 + ,5 + ,14 + ,5 + ,330 + ,17 + ,5 + ,11 + ,5 + ,320 + ,14 + ,2 + ,7 + ,5 + ,302 + ,12 + ,5 + ,19 + ,5 + ,259 + ,19 + ,5 + ,10 + ,5 + ,322 + ,17 + ,6 + ,19 + ,5 + ,201 + ,13 + ,5 + ,14 + ,4 + ,169 + ,12 + ,0 + ,0 + ,4 + ,258 + ,14 + ,1 + ,3 + ,4 + ,281 + ,14 + ,6 + ,24 + ,4 + ,252 + ,9 + ,1 + ,4 + ,4 + ,234 + ,10 + ,5 + ,25 + ,4 + ,314 + ,16 + ,8 + ,19 + ,4 + ,319 + ,15 + ,1 + ,1 + ,4 + ,265 + ,12 + ,5 + ,4 + ,4 + ,241 + ,13 + ,4 + ,14 + ,4 + ,110 + ,9 + ,1 + ,4 + ,3 + ,102 + ,3 + ,0 + ,0 + ,3 + ,211 + ,19 + ,0 + ,0 + ,3 + ,177 + ,1 + ,2 + ,4 + ,3 + ,141 + ,10 + ,5 + ,25 + ,3 + ,156 + ,11 + ,5 + ,10 + ,3 + ,141 + ,9 + ,0 + ,0 + ,3 + ,88 + ,8 + ,4 + ,20 + ,3 + ,247 + ,0 + ,2 + ,5 + ,2 + ,128 + ,8 + ,2 + ,3 + ,2 + ,246 + ,1 + ,0 + ,0 + ,2 + ,186 + ,5 + ,5 + ,4 + ,2 + ,84 + ,5 + ,0 + ,0 + ,2 + ,0 + ,3 + ,0 + ,0 + ,0 + ,0 + ,0 + ,0 + ,0 + ,0 + ,21 + ,1 + ,0 + ,0 + ,0 + ,0 + ,0 + ,0 + ,0 + ,0 + ,0 + ,0 + ,0 + ,0 + ,0 + ,0 + ,0 + ,0 + ,0 + ,0) + ,dim=c(5 + ,130) + ,dimnames=list(c('P' + ,'B' + ,'PR' + ,'LFM' + ,'H') + ,1:130)) > y <- array(NA,dim=c(5,130),dimnames=list(c('P','B','PR','LFM','H'),1:130)) > 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/1u15x1319149456.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] 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$estimate,3)) + } + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/www/rcomp/tmp/2tjq31319149456.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Correlations for all pairs of data series with p-values',4,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'pair',1,TRUE) > a<-table.element(a,'Pearson r',1,TRUE) > a<-table.element(a,'Spearman rho',1,TRUE) > a<-table.element(a,'Kendall tau',1,TRUE) > a<-table.row.end(a) > cor.test(y[1,],y[2,],method=par1) Kendall's rank correlation tau data: y[1, ] and y[2, ] z = 8.2218, p-value = 2.220e-16 alternative hypothesis: true tau is not equal to 0 sample estimates: tau 0.4988105 > for (i in 1:(n-1)) + { + for (j in (i+1):n) + { + a<-table.row.start(a) + dum <- paste(dimnames(t(x))[[2]][i],';',dimnames(t(x))[[2]][j],sep='') + a<-table.element(a,dum,header=TRUE) + rp <- cor.test(y[i,],y[j,],method='pearson') + a<-table.element(a,round(rp$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/www/rcomp/tmp/306a21319149456.tab") > > try(system("convert tmp/1u15x1319149456.ps tmp/1u15x1319149456.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 1.060 0.080 1.124