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(9,8.6,8.8,8.5,8.3,8.2,8,7.9,8,9.3,9.6,9,8.7,8.3,8.4,7.8,7.8,7.6,7.7,7.6,7.6,8.6,8.6,8.2,7.5,7.1,7,6.9,6.6,6.3,6.1,5.9,6,7.2,7.2,6.4,6.1,5.9,6.1,5.9,5.8,5.7,5.6,5.3,5.5,6.5,6.5,6.1,5.9,5.8,6.2,6.5,6.6,6.7,6.6,6.5,6.8,7.8,7.9,7.4) > 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,] 9.0 8.7 7.5 6.1 5.9 NA [2,] 8.6 8.3 7.1 5.9 5.8 NA [3,] 8.8 8.4 7.0 6.1 6.2 NA [4,] 8.5 7.8 6.9 5.9 6.5 NA [5,] 8.3 7.8 6.6 5.8 6.6 NA [6,] 8.2 7.6 6.3 5.7 6.7 NA [7,] 8.0 7.7 6.1 5.6 6.6 NA [8,] 7.9 7.6 5.9 5.3 6.5 NA [9,] 8.0 7.6 6.0 5.5 6.8 NA [10,] 9.3 8.6 7.2 6.5 7.8 NA [11,] 9.6 8.6 7.2 6.5 7.9 NA [12,] 9.0 8.2 6.4 6.1 7.4 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/15zy81259775186.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/2d2wl1259775186.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/32bor1259775186.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/4rs3u1259775186.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,] 5.9 5.8 6.1 5.9 5.8 5.7 5.6 5.3 5.5 6.5 6.5 6.1 [2,] 6.1 5.9 6.2 6.5 6.6 6.3 6.1 5.9 6.0 7.2 7.2 6.4 [3,] 7.5 7.1 7.0 6.9 6.6 6.7 6.6 6.5 6.8 7.8 7.9 7.4 [4,] 8.7 8.3 8.4 7.8 7.8 7.6 7.7 7.6 7.6 8.6 8.6 8.2 [5,] 9.0 8.6 8.8 8.5 8.3 8.2 8.0 7.9 8.0 9.3 9.6 9.0 $n [1] 5 5 5 5 5 5 5 5 5 5 5 5 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 5.662847 5.404166 5.445486 5.981423 5.752083 5.781423 5.469444 5.298784 [2,] 9.337153 8.795834 8.554514 7.818577 7.447917 7.618577 7.730556 7.701216 [,9] [,10] [,11] [,12] [1,] 5.669444 6.810764 6.910764 6.128125 [2,] 7.930556 8.789236 8.889236 8.671875 $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(5.9, 6.1, 7.5, 8.7, 9, 5.8, 5.9, 7.1, 8.3, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/5uzi51259775186.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,] 7.90 7.60 5.90 5.30 5.80 NA [2,] 8.10 7.65 6.20 5.65 6.35 NA [3,] 8.55 8.00 6.75 5.90 6.60 NA [4,] 9.00 8.50 7.15 6.10 7.10 NA [5,] 9.60 8.70 7.50 6.50 7.90 NA $n [1] 12 12 12 12 12 0 $conf [,1] [,2] [,3] [,4] [,5] [,6] [1,] 8.139504 7.61231 6.316699 5.694752 6.25792 NA [2,] 8.960496 8.38769 7.183301 6.105248 6.94208 NA $out numeric(0) $group numeric(0) $names [1] "1" "2" "3" "4" "5" NA Warning message: In bxp(list(stats = c(7.9, 8.1, 8.55, 9, 9.6, 7.6, 7.65, 8, 8.5, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/6emm71259775186.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,] 1.002497 2.40 1.20 [2,] 1.031253 2.50 1.35 [3,] 1.105665 2.65 1.60 [4,] 1.229125 2.85 2.00 [5,] 1.431084 3.10 2.60 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 1.015415 2.490363 1.303531 [2,] 1.195916 2.809637 1.896469 $out numeric(0) $group numeric(0) $names [1] "S.D." "Range" "IQR" Warning message: In bxp(list(stats = c(1.00249688278817, 1.03125312882614, 1.10566534669478, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > system("convert tmp/15zy81259775186.ps tmp/15zy81259775186.png") > system("convert tmp/2d2wl1259775186.ps tmp/2d2wl1259775186.png") > system("convert tmp/32bor1259775186.ps tmp/32bor1259775186.png") > system("convert tmp/4rs3u1259775186.ps tmp/4rs3u1259775186.png") > system("convert tmp/5uzi51259775186.ps tmp/5uzi51259775186.png") > system("convert tmp/6emm71259775186.ps tmp/6emm71259775186.png") > > > proc.time() user system elapsed 1.067 0.831 1.307