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Type 'q()' to quit R. > x <- array(list(4.031636 + ,0.5215052 + ,9.166456 + ,1.303763 + ,3.702076 + ,0.4248284 + ,7.970589 + ,1.416094 + ,3.056176 + ,0.4250311 + ,7.104091 + ,1.052458 + ,3.280707 + ,0.4771938 + ,6.621064 + ,1.312283 + ,2.984728 + ,0.8280212 + ,7.529215 + ,1.309429 + ,3.693712 + ,0.6156186 + ,8.170938 + ,1.492409 + ,3.226317 + ,0.3666270 + ,8.15745 + ,1.026556 + ,2.190349 + ,0.4308883 + ,7.378962 + ,1.005406 + ,2.599515 + ,0.2810287 + ,7.921496 + ,1.334886 + ,3.080288 + ,0.4646245 + ,8.15674 + ,1.393873 + ,2.929672 + ,0.2693951 + ,8.856365 + ,1.128092 + ,2.922548 + ,0.5779049 + ,8.817177 + ,1.122787 + ,3.234943 + ,0.5661151 + ,8.734347 + ,1.213104 + ,2.983081 + ,0.5077584 + ,9.345927 + ,1.253528 + ,3.284389 + ,0.7507175 + ,8.99297 + ,1.094796 + ,3.806511 + ,0.6808395 + ,10.78512 + ,0.9129438 + ,3.784579 + ,0.7661091 + ,8.886867 + ,1.19513 + ,2.645654 + ,0.4561473 + ,8.818847 + ,0.9274994 + ,3.092081 + ,0.4977496 + ,8.823744 + ,0.9653326 + ,3.204859 + ,0.4193273 + ,9.165298 + ,1.198078 + ,3.107225 + ,0.6095514 + ,8.652657 + ,0.966362 + ,3.466909 + ,0.4573370 + ,8.173054 + ,0.9736851 + ,2.984404 + ,0.5705478 + ,7.563416 + ,0.9948013 + ,3.218072 + ,0.3478996 + ,7.595809 + ,0.8262616 + ,2.82731 + ,0.3874993 + ,8.381467 + ,0.6888877 + ,3.182049 + ,0.5824285 + ,7.216432 + ,0.7813066 + ,2.236319 + ,0.2391033 + ,6.540178 + ,0.6047907 + ,2.033218 + ,0.2367445 + ,6.238914 + ,1.08624 + ,1.644804 + ,0.2626158 + ,5.487288 + ,0.7740255 + ,1.627971 + ,0.4240934 + ,5.759462 + ,1.026032 + ,1.677559 + ,0.3652750 + ,5.993215 + ,0.6764351 + ,2.330828 + ,0.3750758 + ,7.474726 + ,0.830525 + ,2.493615 + ,0.4090056 + ,7.348907 + ,0.7916238 + ,2.257172 + ,0.3891676 + ,7.303379 + ,0.7523907 + ,2.655517 + ,0.2402610 + ,7.119314 + ,0.6702018 + ,2.298655 + ,0.1589496 + ,6.99378 + ,0.8803359 + ,2.600402 + ,0.4393373 + ,6.958153 + ,0.9142966 + ,3.04523 + ,0.5094681 + ,7.595706 + ,0.9610421 + ,2.790583 + ,0.3743465 + ,8.088153 + ,0.9301944 + ,3.227052 + ,0.4339828 + ,7.555753 + ,0.8679657 + ,2.967479 + ,0.4130557 + ,7.315433 + ,0.9891596 + ,2.938817 + ,0.3288928 + ,7.893427 + ,0.9972879 + ,3.277961 + ,0.5186648 + ,8.858794 + ,0.7987437 + ,3.423985 + ,0.5486504 + ,8.839367 + ,0.9753785 + ,3.072646 + ,0.5469111 + ,8.014733 + ,0.9347208 + ,2.754253 + ,0.4963494 + ,7.873465 + ,0.9732341 + ,2.910431 + ,0.5308929 + ,8.930377 + ,0.8152998 + ,3.174369 + ,0.5957761 + ,10.50055 + ,0.9402092 + ,3.068387 + ,0.5570584 + ,12.61144 + ,0.794493 + ,3.089543 + ,0.5731325 + ,11.41787 + ,0.9313403 + ,2.906654 + ,0.5005416 + ,11.87249 + ,0.9220503 + ,2.931161 + ,0.5431269 + ,11.06082 + ,0.7845167 + ,3.02566 + ,0.5593657 + ,12.04331 + ,0.8220981 + ,2.939551 + ,0.6911693 + ,9.776299 + ,0.8910255 + ,2.691019 + ,0.4403485 + ,9.557194 + ,0.8073056 + ,3.19812 + ,0.5676662 + ,9.20259 + ,0.9514406 + ,3.07639 + ,0.5969114 + ,10.22402 + ,1.147907 + ,2.863873 + ,0.4735537 + ,9.350807 + ,1.172609 + ,3.013802 + ,0.5923935 + ,8.300913 + ,1.281051 + ,3.053364 + ,0.5975556 + ,8.365779 + ,1.165962 + ,2.864753 + ,0.6334127 + ,8.133595 + ,0.9789106 + ,3.057062 + ,0.6057115 + ,7.66047 + ,1.410951 + ,2.959365 + ,0.7046107 + ,8.074839 + ,1.197838 + ,3.252258 + ,0.4805263 + ,7.848597 + ,1.288368 + ,3.602988 + ,0.7026860 + ,7.99822 + ,1.102253 + ,3.497704 + ,0.7009017 + ,7.396895 + ,1.197657 + ,3.296867 + ,0.6030854 + ,7.900419 + ,1.299984 + ,3.602417 + ,0.6980919 + ,8.1005 + ,1.198611 + ,3.3001 + ,0.5976560 + ,7.899453 + ,1.299252 + ,3.40193 + ,0.8023421 + ,7.599783 + ,1.097604 + ,3.502591 + ,0.6017109 + ,8.100929 + ,1.39977 + ,3.402348 + ,0.5993127 + ,9.002175 + ,1.398396 + ,3.498551 + ,0.6025625 + ,10.2989 + ,1.40188 + ,3.199823 + ,0.7016625 + ,10.10152 + ,1.699717 + ,2.700064 + ,0.4995714 + ,10.69915 + ,1.39761 + ,2.801034 + ,0.4980918 + ,9.69814 + ,1.500135 + ,2.898628 + ,0.4975690 + ,9.800951 + ,1.400136 + ,2.800854 + ,0.6001830 + ,10.90047 + ,1.400427 + ,2.399942 + ,0.3339542 + ,10.69785 + ,1.341477 + ,2.402724 + ,0.2744370 + ,9.297252 + ,1.33858 + ,2.202331 + ,0.3209428 + ,10.39744 + ,1.482977 + ,2.102594 + ,0.5406671 + ,10.90072 + ,1.163253 + ,1.798293 + ,0.4050209 + ,12.90127 + ,1.328468 + ,1.202484 + ,0.2885961 + ,13.09906 + ,1.23455 + ,1.400201 + ,0.3275942 + ,11.69828 + ,1.484741 + ,1.200832 + ,0.3132606 + ,11.09987 + ,1.336579 + ,1.298083 + ,0.2575562 + ,11.30157 + ,1.339292 + ,1.099742 + ,0.2138386 + ,10.70211 + ,1.405225 + ,1.001377 + ,0.1861856 + ,10.09931 + ,1.333491 + ,0.836174 + ,0.1592713 + ,9.591119 + ,1.14974) + ,dim=c(4 + ,90) + ,dimnames=list(c('firearmsuicide' + ,'firearmhomicide' + ,'non-firearmsuicide' + ,'non-firearmhomicide') + ,1:90)) > y <- array(NA,dim=c(4,90),dimnames=list(c('firearmsuicide','firearmhomicide','non-firearmsuicide','non-firearmhomicide'),1:90)) > 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' > #'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/html/rcomp/tmp/179la1292941301.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() null device 1 > > #Note: the /var/www/html/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/www/html/rcomp/createtable") > > n <- length(y[,1]) > n [1] 4 > 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$estimate,3)) + } + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/www/html/rcomp/tmp/2asjy1292941301.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Correlations for all pairs of data series with p-values',4,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'pair',1,TRUE) > a<-table.element(a,'Pearson r',1,TRUE) > a<-table.element(a,'Spearman rho',1,TRUE) > a<-table.element(a,'Kendall tau',1,TRUE) > a<-table.row.end(a) > cor.test(y[1,],y[2,],method=par1) Pearson's product-moment correlation data: y[1, ] and y[2, ] t = 9.2847, df = 88, p-value = 1.066e-14 alternative hypothesis: true correlation is not equal to 0 95 percent confidence interval: 0.5810071 0.7947669 sample estimates: cor 0.7034573 > for (i in 1:(n-1)) + { + for (j in (i+1):n) + { + a<-table.row.start(a) + dum <- paste(dimnames(t(x))[[2]][i],';',dimnames(t(x))[[2]][j],sep='') + a<-table.element(a,dum,header=TRUE) + rp <- cor.test(y[i,],y[j,],method='pearson') + a<-table.element(a,round(rp$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/html/rcomp/tmp/3khsi1292941301.tab") > > try(system("convert tmp/179la1292941301.ps tmp/179la1292941301.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 0.556 0.254 1.237