R version 2.8.0 (2008-10-20) Copyright (C) 2008 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(7.6,7.7,7.6,8.2,8,8.1,8.3,8.2,8.1,7.7,7.6,7.7,8.2,8.4,8.4,8.6,8.4,8.5,8.7,8.7,8.6,7.4,7.3,7.4,9,9.2,9.2,8.5,8.3,8.3,8.6,8.6,8.5,8.1,8.1,8,8.6,8.7,8.7,8.6,8.4,8.4,8.7,8.7,8.5,8.3,8.3,8.3,8.1,8.2,8.1,8.1,7.9,7.7,8.1,8,7.7,7.8,7.6,7.4,7.7) > 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] 61 > (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] 6 5 5 5 5 5 5 5 5 5 5 5 > arr [,1] [,2] [,3] [,4] [,5] [,6] [1,] 7.6 8.2 9.0 8.6 8.1 7.7 [2,] 7.7 8.4 9.2 8.7 8.2 NA [3,] 7.6 8.4 9.2 8.7 8.1 NA [4,] 8.2 8.6 8.5 8.6 8.1 NA [5,] 8.0 8.4 8.3 8.4 7.9 NA [6,] 8.1 8.5 8.3 8.4 7.7 NA [7,] 8.3 8.7 8.6 8.7 8.1 NA [8,] 8.2 8.7 8.6 8.7 8.0 NA [9,] 8.1 8.6 8.5 8.5 7.7 NA [10,] 7.7 7.4 8.1 8.3 7.8 NA [11,] 7.6 7.3 8.1 8.3 7.6 NA [12,] 7.7 7.4 8.0 8.3 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/10mr91229381183.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/2lu3r1229381183.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/3k1641229381183.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/4i57f1229381183.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,] 7.60 7.7 7.6 8.1 7.9 7.7 8.1 8.0 7.7 7.4 7.3 7.4 [2,] 7.70 8.2 8.1 8.2 8.0 8.1 8.3 8.2 8.1 7.7 7.6 7.4 [3,] 8.15 8.4 8.4 8.5 8.3 8.3 8.6 8.6 8.5 7.8 7.6 7.7 [4,] 8.60 8.7 8.7 8.6 8.4 8.4 8.7 8.7 8.5 8.1 8.1 8.0 [5,] 9.00 9.2 9.2 8.6 8.4 8.5 8.7 8.7 8.6 8.3 8.3 8.3 $n [1] 6 5 5 5 5 5 5 5 5 5 5 5 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 7.569471 8.046701 7.976042 8.217361 8.017361 8.08802 8.317361 8.246701 [2,] 8.730529 8.753299 8.823958 8.782639 8.582639 8.51198 8.882639 8.953299 [,9] [,10] [,11] [,12] [1,] 8.217361 7.517361 7.246701 7.276042 [2,] 8.782639 8.082639 7.953299 8.123958 $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(7.6, 7.7, 8.15, 8.6, 9, 7.7, 8.2, 8.4, 8.7, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/5yyn41229381183.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,] 7.60 7.3 8.0 8.30 7.40 7.7 [2,] 7.65 7.8 8.2 8.35 7.70 7.7 [3,] 7.85 8.4 8.5 8.55 7.95 7.7 [4,] 8.15 8.6 8.8 8.70 8.10 7.7 [5,] 8.30 8.7 9.2 8.70 8.20 7.7 $n [1] 12 12 12 12 12 1 $conf [,1] [,2] [,3] [,4] [,5] [,6] [1,] 7.621947 8.035115 8.226336 8.390363 7.767557 7.7 [2,] 8.078053 8.764885 8.773664 8.709637 8.132443 7.7 $out numeric(0) $group numeric(0) $names [1] "1" "2" "3" "4" "5" NA Warning message: In bxp(list(stats = c(7.6, 7.65, 7.85, 8.15, 8.3, 7.3, 7.8, 8.4, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/6ntc51229381184.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,] 0.2345208 0.50 0.30 [2,] 0.2922780 0.65 0.40 [3,] 0.3637712 0.90 0.45 [4,] 0.4707864 1.20 0.55 [5,] 0.6041523 1.60 0.70 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 0.2823523 0.6491413 0.381584 [2,] 0.4451901 1.1508587 0.518416 $out numeric(0) $group numeric(0) $names [1] "S.D." "Range" "IQR" Warning message: In bxp(list(stats = c(0.234520787991172, 0.292277961658406, 0.363771215981670, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > system("convert tmp/10mr91229381183.ps tmp/10mr91229381183.png") > system("convert tmp/2lu3r1229381183.ps tmp/2lu3r1229381183.png") > system("convert tmp/3k1641229381183.ps tmp/3k1641229381183.png") > system("convert tmp/4i57f1229381183.ps tmp/4i57f1229381183.png") > system("convert tmp/5yyn41229381183.ps tmp/5yyn41229381183.png") > system("convert tmp/6ntc51229381184.ps tmp/6ntc51229381184.png") > > > proc.time() user system elapsed 1.074 0.838 3.282