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Type 'q()' to quit R. > x <- c(2,2.2,2.2,2,2.3,2.6,3.2,3.2,3.1,2.8,2.3,1.9,1.9,2,2,1.8,1.6,1.4,0.2,0.3,0.4,0.7,1,1.1,0.8,0.8,1,1.1,1,0.8,1.6,1.5,1.6,1.6,1.6,1.9,2,1.9,2,2.1,2.3,2.3,2.6,2.6,2.7,2.6,2.6,2.4,2.5,2.5,2.5,2.4,2.1,2.1,2.3,2.3,2.3,2.9,2.8,2.9,3,3,2.9,2.6,2.8,2.9,3.1,2.8,2.4,1.6,1.5,1.7) > par1 = '12' > par1 <- '12' > #'GNU S' R Code compiled by R2WASP v. 1.2.291 () > #Author: root > #To cite this work: Wessa P., (2012), Standard Deviation Plot (v1.0.2) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_sdplot.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > # > 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,] 2.0 1.9 0.8 2.0 2.5 3.0 NA [2,] 2.2 2.0 0.8 1.9 2.5 3.0 NA [3,] 2.2 2.0 1.0 2.0 2.5 2.9 NA [4,] 2.0 1.8 1.1 2.1 2.4 2.6 NA [5,] 2.3 1.6 1.0 2.3 2.1 2.8 NA [6,] 2.6 1.4 0.8 2.3 2.1 2.9 NA [7,] 3.2 0.2 1.6 2.6 2.3 3.1 NA [8,] 3.2 0.3 1.5 2.6 2.3 2.8 NA [9,] 3.1 0.4 1.6 2.7 2.3 2.4 NA [10,] 2.8 0.7 1.6 2.6 2.9 1.6 NA [11,] 2.3 1.0 1.6 2.6 2.8 1.5 NA [12,] 1.9 1.1 1.9 2.4 2.9 1.7 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/wessaorg/rcomp/tmp/1icc41426196700.ps",horizontal=F,onefile=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/wessaorg/rcomp/tmp/2eq941426196700.ps",horizontal=F,onefile=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/wessaorg/rcomp/tmp/3n0l81426196700.ps",horizontal=F,onefile=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/wessaorg/rcomp/tmp/4x45t1426196700.ps",horizontal=F,onefile=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,] 1.9 1.9 2.0 1.10 1.0 0.8 0.20 0.30 0.40 0.7 1.00 1.1 [2,] 1.9 1.9 2.0 1.80 1.6 1.4 1.60 1.50 1.60 1.6 1.50 1.7 [3,] 2.0 2.1 2.1 2.05 2.2 2.2 2.45 2.45 2.35 2.1 1.95 1.9 [4,] 2.5 2.5 2.5 2.40 2.3 2.6 3.10 2.80 2.70 2.8 2.60 2.4 [5,] 3.0 3.0 2.9 2.60 2.8 2.9 3.20 3.20 3.10 2.9 2.80 2.9 $n [1] 6 6 6 6 6 6 6 6 6 6 6 6 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 1.612981 1.712981 1.777484 1.662981 1.748477 1.425961 1.482452 1.611458 [2,] 2.387019 2.487019 2.422516 2.437019 2.651523 2.974039 3.417548 3.288542 [,9] [,10] [,11] [,12] [1,] 1.640464 1.325961 1.240464 1.448477 [2,] 3.059536 2.874039 2.659536 2.351523 $out [1] 0.8 0.8 1.0 $group [1] 1 2 3 $names [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" Warning message: In bxp(list(stats = c(1.9, 1.9, 2, 2.5, 3, 1.9, 1.9, 2.1, 2.5, 3, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/5667v1426196700.ps",horizontal=F,onefile=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,] 1.90 0.20 0.8 1.90 2.10 1.50 NA [2,] 2.10 0.55 0.9 2.05 2.30 2.05 NA [3,] 2.30 1.25 1.3 2.35 2.45 2.80 NA [4,] 2.95 1.85 1.6 2.60 2.65 2.95 NA [5,] 3.20 2.00 1.9 2.70 2.90 3.10 NA $n [1] 12 12 12 12 12 12 0 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 1.912309 0.6570613 0.9807253 2.099141 2.290363 2.389504 NA [2,] 2.687691 1.8429387 1.6192747 2.600859 2.609637 3.210496 NA $out numeric(0) $group numeric(0) $names [1] "1" "2" "3" "4" "5" "6" NA Warning message: In bxp(list(stats = c(1.9, 2.1, 2.3, 2.95, 3.2, 0.2, 0.55, 1.25, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/63dyn1426196700.ps",horizontal=F,onefile=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,] 0.5253570 1.50 0.4250 [2,] 0.6346785 1.80 0.4875 [3,] 0.7352991 2.15 0.7125 [4,] 0.9177118 2.45 1.0250 [5,] 1.1254629 3.00 1.2000 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 0.6062057 1.853531 0.4673426 [2,] 0.8643925 2.446469 0.9576574 $out numeric(0) $group numeric(0) $names [1] "S.D." "Range" "IQR" Warning message: In bxp(list(stats = c(0.525357021462548, 0.634678474482559, 0.735299134428911, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > try(system("convert tmp/1icc41426196700.ps tmp/1icc41426196700.png",intern=TRUE)) character(0) > try(system("convert tmp/2eq941426196700.ps tmp/2eq941426196700.png",intern=TRUE)) character(0) > try(system("convert tmp/3n0l81426196700.ps tmp/3n0l81426196700.png",intern=TRUE)) character(0) > try(system("convert tmp/4x45t1426196700.ps tmp/4x45t1426196700.png",intern=TRUE)) character(0) > try(system("convert tmp/5667v1426196700.ps tmp/5667v1426196700.png",intern=TRUE)) character(0) > try(system("convert tmp/63dyn1426196700.ps tmp/63dyn1426196700.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 2.169 0.399 2.597