R version 2.7.0 (2008-04-22) 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(7.1,7.1,7.3,7.1,7.4,7.3,7.4,7.6,7.8,7.7,8,8.1,7.7,7.9,8.1,8.1,8.2,8.1,8.3,8.3,8.3,8.5,8.7,8.7,8.4,8.4,8.6,8.7,8.7,8.6,8,8.1,8.1,8.5,8.6,8.6,8.3,8.3,8.5,9.2,9.2,9,7.4,7.3,7.4,8.6,8.7,8.7,8.5,8.4,8.6,8.4,8.4,8.2,7.7,7.6,7.7,8.1,8.2,8.3,8.1,8,8.2,7.6,7.7,7.6,6.9,6.9,7,7.4,7.4,7.5) > 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] 72 > (np <- floor(n / par1)) [1] 6 > 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 6 6 6 6 6 6 6 6 6 6 6 > arr [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 7.1 7.7 8.4 8.3 8.5 8.1 NA [2,] 7.1 7.9 8.4 8.3 8.4 8.0 NA [3,] 7.3 8.1 8.6 8.5 8.6 8.2 NA [4,] 7.1 8.1 8.7 9.2 8.4 7.6 NA [5,] 7.4 8.2 8.7 9.2 8.4 7.7 NA [6,] 7.3 8.1 8.6 9.0 8.2 7.6 NA [7,] 7.4 8.3 8.0 7.4 7.7 6.9 NA [8,] 7.6 8.3 8.1 7.3 7.6 6.9 NA [9,] 7.8 8.3 8.1 7.4 7.7 7.0 NA [10,] 7.7 8.5 8.5 8.6 8.1 7.4 NA [11,] 8.0 8.7 8.6 8.7 8.2 7.4 NA [12,] 8.1 8.7 8.6 8.7 8.3 7.5 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/19nr91212333875.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/2erbl1212333875.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/3t6dy1212333875.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/4751y1212333875.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,] 7.1 7.90 8.10 7.10 7.4 7.30 6.90 6.9 7.00 7.4 7.4 7.50 [2,] 7.7 7.90 8.10 7.60 7.7 7.60 7.40 7.3 7.40 7.7 8.0 8.10 [3,] 8.2 8.15 8.35 8.25 8.3 8.15 7.55 7.6 7.75 8.3 8.4 8.45 [4,] 8.4 8.40 8.60 8.70 8.7 8.60 8.00 8.1 8.10 8.5 8.7 8.70 [5,] 8.5 8.40 8.60 9.20 9.2 9.00 8.30 8.3 8.30 8.6 8.7 8.70 $n [1] 6 6 6 6 6 6 6 6 6 6 6 6 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 7.748477 7.827484 8.027484 7.540464 7.654968 7.504968 7.16298 7.083974 [2,] 8.651523 8.472516 8.672516 8.959536 8.945032 8.795032 7.93702 8.116026 [,9] [,10] [,11] [,12] [1,] 7.298477 7.783974 7.948477 8.06298 [2,] 8.201523 8.816026 8.851523 8.83702 $out [1] 7.1 7.3 $group [1] 2 3 $names [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" Warning message: In bxp(list(stats = c(7.1, 7.7, 8.2, 8.4, 8.5, 7.9, 7.9, 8.15, 8.4, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/5fqgw1212333875.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] [,7] [1,] 7.10 7.70 8.00 7.30 7.60 6.90 NA [2,] 7.20 8.10 8.25 7.85 7.90 7.20 NA [3,] 7.40 8.25 8.55 8.55 8.25 7.55 NA [4,] 7.75 8.40 8.60 8.85 8.40 7.85 NA [5,] 8.10 8.70 8.70 9.20 8.60 8.20 NA $n [1] 12 12 12 12 12 12 0 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 7.149141 8.113168 8.390363 8.093893 8.021947 7.25353 NA [2,] 7.650859 8.386832 8.709637 9.006107 8.478053 7.84647 NA $out numeric(0) $group numeric(0) $names [1] "1" "2" "3" "4" "5" "6" NA Warning message: In bxp(list(stats = c(7.1, 7.2, 7.4, 7.75, 8.1, 7.7, 8.1, 8.25, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/6ljul1212333875.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,] 0.4665476 1.20 0.4500 [2,] 0.4941299 1.30 0.5250 [3,] 0.5040789 1.35 0.5875 [4,] 0.5778781 1.55 0.7375 [5,] 0.6562520 1.80 0.9000 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 0.4658808 1.235973 0.4905773 [2,] 0.5422770 1.464027 0.6844227 $out [1] 0.7574079 2.1000000 $group [1] 1 2 $names [1] "S.D." "Range" "IQR" Warning message: In bxp(list(stats = c(0.466547603859099, 0.494129904873874, 0.504078943432159, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > system("convert tmp/19nr91212333875.ps tmp/19nr91212333875.png") > system("convert tmp/2erbl1212333875.ps tmp/2erbl1212333875.png") > system("convert tmp/3t6dy1212333875.ps tmp/3t6dy1212333875.png") > system("convert tmp/4751y1212333875.ps tmp/4751y1212333875.png") > system("convert tmp/5fqgw1212333875.ps tmp/5fqgw1212333875.png") > system("convert tmp/6ljul1212333875.ps tmp/6ljul1212333875.png") > > > proc.time() user system elapsed 1.286 0.814 6.249