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(8,8.1,7.7,7.5,7.6,7.8,7.8,7.8,7.5,7.5,7.1,7.5,7.5,7.6,7.7,7.7,7.9,8.1,8.2,8.2,8.2,7.9,7.3,6.9,6.6,6.7,6.9,7,7.1,7.2,7.1,6.9,7,6.8,6.4,6.7,6.6,6.4,6.3,6.2,6.5,6.8,6.8,6.4,6.1,5.8,6.1,7.2,7.3,6.9,6.1,5.8,6.2,7.1,7.7,7.9,7.7,7.4,7.5,8,8.1) > 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,] 8.0 7.5 6.6 6.6 7.3 8.1 [2,] 8.1 7.6 6.7 6.4 6.9 NA [3,] 7.7 7.7 6.9 6.3 6.1 NA [4,] 7.5 7.7 7.0 6.2 5.8 NA [5,] 7.6 7.9 7.1 6.5 6.2 NA [6,] 7.8 8.1 7.2 6.8 7.1 NA [7,] 7.8 8.2 7.1 6.8 7.7 NA [8,] 7.8 8.2 6.9 6.4 7.9 NA [9,] 7.5 8.2 7.0 6.1 7.7 NA [10,] 7.5 7.9 6.8 5.8 7.4 NA [11,] 7.1 7.3 6.4 6.1 7.5 NA [12,] 7.5 6.9 6.7 7.2 8.0 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/1zas11257797907.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/2llby1257797907.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/3zl1i1257797907.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/48ivb1257797907.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,] 6.6 6.4 6.1 5.8 6.2 6.8 6.8 6.4 6.1 5.8 6.1 6.7 [2,] 6.6 6.7 6.3 6.2 6.5 7.1 7.1 6.9 7.0 6.8 6.4 6.9 [3,] 7.4 6.9 6.9 7.0 7.1 7.2 7.7 7.8 7.5 7.4 7.1 7.2 [4,] 8.0 7.6 7.7 7.5 7.6 7.8 7.8 7.9 7.7 7.5 7.3 7.5 [5,] 8.1 8.1 7.7 7.7 7.9 8.1 8.2 8.2 8.2 7.9 7.5 8.0 $n [1] 6 5 5 5 5 5 5 5 5 5 5 5 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 6.496955 6.264062 5.910764 6.081423 6.322743 6.705382 7.205382 7.093403 [2,] 8.303045 7.535938 7.889236 7.918577 7.877257 7.694618 8.194618 8.506597 [,9] [,10] [,11] [,12] [1,] 7.005382 6.905382 6.464062 6.776042 [2,] 7.994618 7.894618 7.735938 7.623958 $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(6.6, 6.6, 7.4, 8, 8.1, 6.4, 6.7, 6.9, 7.6, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/5oydn1257797907.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,] 7.10 6.90 6.40 5.80 5.80 8.1 [2,] 7.50 7.55 6.70 6.15 6.55 8.1 [3,] 7.65 7.80 6.90 6.40 7.35 8.1 [4,] 7.80 8.15 7.05 6.70 7.70 8.1 [5,] 8.10 8.20 7.20 7.20 8.00 8.1 $n [1] 12 12 12 12 12 1 $conf [,1] [,2] [,3] [,4] [,5] [,6] [1,] 7.513168 7.526336 6.740363 6.149141 6.825477 8.1 [2,] 7.786832 8.073664 7.059637 6.650859 7.874523 8.1 $out numeric(0) $group numeric(0) $names [1] "1" "2" "3" "4" "5" NA Warning message: In bxp(list(stats = c(7.1, 7.5, 7.65, 7.8, 8.1, 6.9, 7.55, 7.8, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/6jlx51257797907.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,] 0.5128353 1.30 0.6 [2,] 0.5823459 1.40 0.7 [3,] 0.7056111 1.65 0.9 [4,] 0.7769183 1.85 1.1 [5,] 0.8203658 2.10 1.4 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 0.6168654 1.444752 0.7175573 [2,] 0.7943568 1.855248 1.0824427 $out numeric(0) $group numeric(0) $names [1] "S.D." "Range" "IQR" Warning message: In bxp(list(stats = c(0.512835256198323, 0.582345944335011, 0.705611098667281, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > system("convert tmp/1zas11257797907.ps tmp/1zas11257797907.png") > system("convert tmp/2llby1257797907.ps tmp/2llby1257797907.png") > system("convert tmp/3zl1i1257797907.ps tmp/3zl1i1257797907.png") > system("convert tmp/48ivb1257797907.ps tmp/48ivb1257797907.png") > system("convert tmp/5oydn1257797907.ps tmp/5oydn1257797907.png") > system("convert tmp/6jlx51257797907.ps tmp/6jlx51257797907.png") > > > proc.time() user system elapsed 1.018 0.789 1.481