R version 2.9.0 (2009-04-17) Copyright (C) 2009 The R Foundation for Statistical Computing ISBN 3-900051-07-0 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. Type 'q()' to quit R. > x <- c(10.9,10.0,9.2,9.2,9.5,9.6,9.5,9.1,8.9,9.0,10.1,10.3,10.2,9.6,9.2,9.3,9.4,9.4,9.2,9.0,9.0,9.0,9.8,10.0,9.8,9.3,9.0,9.0,9.1,9.1,9.1,9.2,8.8,8.3,8.4,8.1,7.7,7.9,7.9,8.0,7.9,7.6,7.1,6.8,6.5,6.9,8.2,8.7,8.3,7.9,7.5,7.8,8.3,8.4,8.2,7.7,7.2,7.3,8.1,8.5) > par1 = '12' > #'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!) > par1 <- as.numeric(par1) > (n <- length(x)) [1] 60 > (np <- floor(n / par1)) [1] 5 > arr <- array(NA,dim=c(par1,np+1)) > ari <- array(0,dim=par1) > j <- 0 > for (i in 1:n) + { + j = j + 1 + ari[j] = ari[j] + 1 + arr[j,ari[j]] <- x[i] + if (j == par1) j = 0 + } > ari [1] 5 5 5 5 5 5 5 5 5 5 5 5 > arr [,1] [,2] [,3] [,4] [,5] [,6] [1,] 10.9 10.2 9.8 7.7 8.3 NA [2,] 10.0 9.6 9.3 7.9 7.9 NA [3,] 9.2 9.2 9.0 7.9 7.5 NA [4,] 9.2 9.3 9.0 8.0 7.8 NA [5,] 9.5 9.4 9.1 7.9 8.3 NA [6,] 9.6 9.4 9.1 7.6 8.4 NA [7,] 9.5 9.2 9.1 7.1 8.2 NA [8,] 9.1 9.0 9.2 6.8 7.7 NA [9,] 8.9 9.0 8.8 6.5 7.2 NA [10,] 9.0 9.0 8.3 6.9 7.3 NA [11,] 10.1 9.8 8.4 8.2 8.1 NA [12,] 10.3 10.0 8.1 8.7 8.5 NA > arr.sd <- array(NA,dim=par1) > arr.range <- array(NA,dim=par1) > arr.iqr <- array(NA,dim=par1) > for (j in 1:par1) + { + arr.sd[j] <- sqrt(var(arr[j,],na.rm=TRUE)) + arr.range[j] <- max(arr[j,],na.rm=TRUE) - min(arr[j,],na.rm=TRUE) + arr.iqr[j] <- quantile(arr[j,],0.75,na.rm=TRUE) - quantile(arr[j,],0.25,na.rm=TRUE) + } > overall.sd <- sqrt(var(x)) > overall.range <- max(x) - min(x) > overall.iqr <- quantile(x,0.75) - quantile(x,0.25) > postscript(file="/var/www/html/rcomp/tmp/1qndd1257771665.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(arr.sd,type='b',ylab='S.D.',main='Standard Deviation Plot',xlab='Periodic Index') > mtext(paste('# blocks = ',np)) > abline(overall.sd,0) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/2g9yv1257771665.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(arr.range,type='b',ylab='range',main='Range Plot',xlab='Periodic Index') > mtext(paste('# blocks = ',np)) > abline(overall.range,0) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/3ocpw1257771665.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(arr.iqr,type='b',ylab='IQR',main='Interquartile Range Plot',xlab='Periodic Index') > mtext(paste('# blocks = ',np)) > abline(overall.iqr,0) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/4utxr1257771665.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > z <- data.frame(t(arr)) > names(z) <- c(1:par1) > (boxplot(z,notch=TRUE,col='grey',xlab='Periodic Index',ylab='Value',main='Notched Box Plots - Periodic Subseries')) $stats [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [1,] 7.7 7.9 7.5 7.8 7.9 7.6 7.1 6.8 6.5 6.9 8.1 8.1 [2,] 8.3 7.9 7.9 8.0 8.3 8.4 8.2 7.7 7.2 7.3 8.2 8.5 [3,] 9.8 9.3 9.0 9.0 9.1 9.1 9.1 9.0 8.8 8.3 8.4 8.7 [4,] 10.2 9.6 9.2 9.2 9.4 9.4 9.2 9.1 8.9 9.0 9.8 10.0 [5,] 10.9 10.0 9.2 9.3 9.5 9.6 9.5 9.2 9.0 9.0 10.1 10.3 $n [1] 5 5 5 5 5 5 5 5 5 5 5 5 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 8.457465 8.098784 8.081423 8.152083 8.322743 8.393403 8.393403 8.010764 [2,] 11.142535 10.501216 9.918577 9.847917 9.877257 9.806597 9.806597 9.989236 [,9] [,10] [,11] [,12] [1,] 7.598784 7.098784 7.269444 7.640104 [2,] 10.001216 9.501216 9.530556 9.759896 $out numeric(0) $group numeric(0) $names [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" Warning message: In bxp(list(stats = c(7.7, 8.3, 9.8, 10.2, 10.9, 7.9, 7.9, 9.3, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/50it81257771665.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > z <- data.frame(arr) > names(z) <- c(1:np) > (boxplot(z,notch=TRUE,col='grey',xlab='Block Index',ylab='Value',main='Notched Box Plots - Sequential Blocks')) $stats [,1] [,2] [,3] [,4] [,5] [,6] [1,] 8.90 9.00 8.10 6.50 7.2 NA [2,] 9.15 9.10 8.60 7.00 7.6 NA [3,] 9.50 9.35 9.05 7.80 8.0 NA [4,] 10.05 9.70 9.15 7.95 8.3 NA [5,] 10.90 10.20 9.80 8.70 8.5 NA $n [1] 12 12 12 12 12 0 $conf [,1] [,2] [,3] [,4] [,5] [,6] [1,] 9.089504 9.076336 8.799141 7.366699 7.680725 NA [2,] 9.910496 9.623664 9.300859 8.233301 8.319275 NA $out numeric(0) $group numeric(0) $names [1] "1" "2" "3" "4" "5" NA Warning message: In bxp(list(stats = c(8.9, 9.15, 9.5, 10.05, 10.9, 9, 9.1, 9.35, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/6cgxa1257771665.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > z <- data.frame(cbind(arr.sd,arr.range,arr.iqr)) > names(z) <- list('S.D.','Range','IQR') > (boxplot(z,notch=TRUE,col='grey',ylab='Overall Variability',main='Notched Box Plots')) $stats [,1] [,2] [,3] [1,] 0.7056912 1.50 1.00 [2,] 0.8108144 1.85 1.15 [3,] 0.9687604 2.10 1.45 [4,] 1.0228752 2.40 1.70 [5,] 1.3367872 3.20 1.90 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 0.872038 1.849141 1.199141 [2,] 1.065483 2.350859 1.700859 $out numeric(0) $group numeric(0) $names [1] "S.D." "Range" "IQR" Warning message: In bxp(list(stats = c(0.705691150575094, 0.810814434572973, 0.96876041248738, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > system("convert tmp/1qndd1257771665.ps tmp/1qndd1257771665.png") > system("convert tmp/2g9yv1257771665.ps tmp/2g9yv1257771665.png") > system("convert tmp/3ocpw1257771665.ps tmp/3ocpw1257771665.png") > system("convert tmp/4utxr1257771665.ps tmp/4utxr1257771665.png") > system("convert tmp/50it81257771665.ps tmp/50it81257771665.png") > system("convert tmp/6cgxa1257771665.ps tmp/6cgxa1257771665.png") > > > proc.time() user system elapsed 1.069 0.834 2.900