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(7.5,6.8,6.5,6.6,7.6,8,8.1,7.7,7.5,7.6,7.8,7.8,7.8,7.5,7.5,7.1,7.5,7.5,7.6,7.7,7.7,7.9,8.1,8.2,8.2,8.2,7.9,7.3,6.9,6.6,6.7,6.9,7,7.1,7.2,7.1,6.9,7,6.8,6.4,6.7,6.6,6.4,6.3,6.2,6.5,6.8,6.8,6.4,6.1,5.8,6.1,7.2,7.3,6.9,6.1,5.8,6.2,7.1,7.7,7.9) > 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,] 7.5 7.8 8.2 6.9 6.4 7.9 [2,] 6.8 7.5 8.2 7.0 6.1 NA [3,] 6.5 7.5 7.9 6.8 5.8 NA [4,] 6.6 7.1 7.3 6.4 6.1 NA [5,] 7.6 7.5 6.9 6.7 7.2 NA [6,] 8.0 7.5 6.6 6.6 7.3 NA [7,] 8.1 7.6 6.7 6.4 6.9 NA [8,] 7.7 7.7 6.9 6.3 6.1 NA [9,] 7.5 7.7 7.0 6.2 5.8 NA [10,] 7.6 7.9 7.1 6.5 6.2 NA [11,] 7.8 8.1 7.2 6.8 7.1 NA [12,] 7.8 8.2 7.1 6.8 7.7 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/1sk0q1257755899.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/2nj1d1257755899.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/3h9s41257755899.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/4o0ei1257755899.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,] 6.40 6.1 5.8 6.1 6.7 6.6 6.4 6.1 5.8 6.2 6.8 6.8 [2,] 6.90 6.8 6.5 6.4 6.9 6.6 6.7 6.3 6.2 6.5 7.1 7.1 [3,] 7.65 7.0 6.8 6.6 7.2 7.3 6.9 6.9 7.0 7.1 7.2 7.7 [4,] 7.90 7.5 7.5 7.1 7.5 7.5 7.6 7.7 7.5 7.6 7.8 7.8 [5,] 8.20 8.2 7.9 7.3 7.6 8.0 8.1 7.7 7.7 7.9 8.1 8.2 $n [1] 6 5 5 5 5 5 5 5 5 5 5 5 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 7.004968 6.505382 6.093403 6.105382 6.776042 6.664062 6.264062 5.910764 [2,] 8.295032 7.494618 7.506597 7.094618 7.623958 7.935938 7.535938 7.889236 [,9] [,10] [,11] [,12] [1,] 6.081423 6.322743 6.705382 7.205382 [2,] 7.918577 7.877257 7.694618 8.194618 $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(6.4, 6.9, 7.65, 7.9, 8.2, 6.1, 6.8, 7, 7.5, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/556xb1257755899.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,] 6.50 7.10 6.6 6.20 5.80 7.9 [2,] 7.15 7.50 6.9 6.40 6.10 7.9 [3,] 7.60 7.65 7.1 6.65 6.30 7.9 [4,] 7.80 7.85 7.6 6.80 7.15 7.9 [5,] 8.10 8.20 8.2 7.00 7.70 7.9 $n [1] 12 12 12 12 12 1 $conf [,1] [,2] [,3] [,4] [,5] [,6] [1,] 7.30353 7.490363 6.780725 6.467557 5.821088 7.9 [2,] 7.89647 7.809637 7.419275 6.832443 6.778912 7.9 $out numeric(0) $group numeric(0) $names [1] "1" "2" "3" "4" "5" NA Warning message: In bxp(list(stats = c(6.5, 7.15, 7.6, 7.8, 8.1, 7.1, 7.5, 7.65, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/6tmqy1257755899.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,] 0.3834058 0.90 0.6000 [2,] 0.5484407 1.35 0.7000 [3,] 0.6862387 1.65 0.8625 [4,] 0.7695756 1.85 1.0500 [5,] 0.8276473 2.10 1.4000 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 0.5853776 1.421947 0.7028627 [2,] 0.7870998 1.878053 1.0221373 $out numeric(0) $group numeric(0) $names [1] "S.D." "Range" "IQR" Warning message: In bxp(list(stats = c(0.383405790253616, 0.548440721505968, 0.686238700796967, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > system("convert tmp/1sk0q1257755899.ps tmp/1sk0q1257755899.png") > system("convert tmp/2nj1d1257755899.ps tmp/2nj1d1257755899.png") > system("convert tmp/3h9s41257755899.ps tmp/3h9s41257755899.png") > system("convert tmp/4o0ei1257755899.ps tmp/4o0ei1257755899.png") > system("convert tmp/556xb1257755899.ps tmp/556xb1257755899.png") > system("convert tmp/6tmqy1257755899.ps tmp/6tmqy1257755899.png") > > > proc.time() user system elapsed 1.072 0.826 1.984