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Type 'q()' to quit R. > x <- c(2.27,2.35,2.54,2.54,2.54,2.54,2.54,2.54,2.54,2.54,2.54,2.54,2.54,2.54,2.54,2.54,2.54,2.54,2.54,2.54,2.54,2.54,2.54,2.54,2.54,2.66,2.66,2.66,2.66,2.66,2.66,2.66,2.66,2.66,2.66,2.66,2.66,2.66,2.66,2.66,2.66,2.66,2.66,2.66,2.66,2.66,2.66,2.66,2.66,2.93,2.93,2.93,2.93,2.93,2.93,2.93,2.93,2.93,2.93,2.93,2.93,2.93,3.07,3.07,3.07,3.07,3.07,3.07,3.07,3.07,3.07,3.07) > 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,] 2.27 2.54 2.54 2.66 2.66 2.93 NA [2,] 2.35 2.54 2.66 2.66 2.93 2.93 NA [3,] 2.54 2.54 2.66 2.66 2.93 3.07 NA [4,] 2.54 2.54 2.66 2.66 2.93 3.07 NA [5,] 2.54 2.54 2.66 2.66 2.93 3.07 NA [6,] 2.54 2.54 2.66 2.66 2.93 3.07 NA [7,] 2.54 2.54 2.66 2.66 2.93 3.07 NA [8,] 2.54 2.54 2.66 2.66 2.93 3.07 NA [9,] 2.54 2.54 2.66 2.66 2.93 3.07 NA [10,] 2.54 2.54 2.66 2.66 2.93 3.07 NA [11,] 2.54 2.54 2.66 2.66 2.93 3.07 NA [12,] 2.54 2.54 2.66 2.66 2.93 3.07 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/1mkke1367847853.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/2as941367847853.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/3nw7a1367847853.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/4oqz21367847853.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,] 2.54 2.35 2.54 2.54 2.54 2.54 2.54 2.54 2.54 2.54 2.54 2.54 [2,] 2.54 2.54 2.54 2.54 2.54 2.54 2.54 2.54 2.54 2.54 2.54 2.54 [3,] 2.60 2.66 2.66 2.66 2.66 2.66 2.66 2.66 2.66 2.66 2.66 2.66 [4,] 2.66 2.93 2.93 2.93 2.93 2.93 2.93 2.93 2.93 2.93 2.93 2.93 [5,] 2.66 2.93 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 3.07 $n [1] 6 6 6 6 6 6 6 6 6 6 6 6 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 2.522596 2.408437 2.408437 2.408437 2.408437 2.408437 2.408437 2.408437 [2,] 2.677404 2.911563 2.911563 2.911563 2.911563 2.911563 2.911563 2.911563 [,9] [,10] [,11] [,12] [1,] 2.408437 2.408437 2.408437 2.408437 [2,] 2.911563 2.911563 2.911563 2.911563 $out [1] 2.27 2.93 $group [1] 1 1 $names [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" Warning message: In bxp(list(stats = c(2.54, 2.54, 2.6, 2.66, 2.66, 2.35, 2.54, 2.66, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/594h61367847853.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,] 2.54 2.54 2.66 2.66 2.93 3.07 NA [2,] 2.54 2.54 2.66 2.66 2.93 3.07 NA [3,] 2.54 2.54 2.66 2.66 2.93 3.07 NA [4,] 2.54 2.54 2.66 2.66 2.93 3.07 NA [5,] 2.54 2.54 2.66 2.66 2.93 3.07 NA $n [1] 12 12 12 12 12 12 0 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 2.54 2.54 2.66 2.66 2.93 3.07 NA [2,] 2.54 2.54 2.66 2.66 2.93 3.07 NA $out [1] 2.27 2.35 2.54 2.66 2.93 2.93 $group [1] 1 1 3 5 6 6 $names [1] "1" "2" "3" "4" "5" "6" NA > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/6cx811367847853.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,] 0.2179602 0.53 0.2925 [2,] 0.2179602 0.53 0.2925 [3,] 0.2179602 0.53 0.2925 [4,] 0.2179602 0.53 0.2925 [5,] 0.2179602 0.53 0.2925 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 0.2179602 0.53 0.2925 [2,] 0.2179602 0.53 0.2925 $out [1] 0.2154994 0.2255142 0.6600000 0.5800000 0.1200000 $group [1] 1 1 2 2 3 $names [1] "S.D." "Range" "IQR" > dev.off() null device 1 > > try(system("convert tmp/1mkke1367847853.ps tmp/1mkke1367847853.png",intern=TRUE)) character(0) > try(system("convert tmp/2as941367847853.ps tmp/2as941367847853.png",intern=TRUE)) character(0) > try(system("convert tmp/3nw7a1367847853.ps tmp/3nw7a1367847853.png",intern=TRUE)) character(0) > try(system("convert tmp/4oqz21367847853.ps tmp/4oqz21367847853.png",intern=TRUE)) character(0) > try(system("convert tmp/594h61367847853.ps tmp/594h61367847853.png",intern=TRUE)) character(0) > try(system("convert tmp/6cx811367847853.ps tmp/6cx811367847853.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 3.688 0.731 4.456