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Type 'q()' to quit R. > x <- c(0.67,0.66,0.66,0.67,0.67,0.67,0.67,0.68,0.68,0.67,0.67,0.67,0.67,0.67,0.69,0.69,0.69,0.69,0.69,0.69,0.7,0.69,0.68,0.7,0.7,0.71,0.69,0.7,0.7,0.71,0.71,0.71,0.71,0.7,0.7,0.71,0.71,0.71,0.71,0.7,0.69,0.7,0.7,0.7,0.71,0.7,0.7,0.69,0.7,0.71,0.71,0.71,0.71,0.71,0.71,0.71,0.71,0.69,0.7,0.7,0.7,0.72,0.7,0.69,0.7,0.71,0.72,0.72,0.73,0.72,0.74,0.75) > 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,] 0.67 0.67 0.70 0.71 0.70 0.70 NA [2,] 0.66 0.67 0.71 0.71 0.71 0.72 NA [3,] 0.66 0.69 0.69 0.71 0.71 0.70 NA [4,] 0.67 0.69 0.70 0.70 0.71 0.69 NA [5,] 0.67 0.69 0.70 0.69 0.71 0.70 NA [6,] 0.67 0.69 0.71 0.70 0.71 0.71 NA [7,] 0.67 0.69 0.71 0.70 0.71 0.72 NA [8,] 0.68 0.69 0.71 0.70 0.71 0.72 NA [9,] 0.68 0.70 0.71 0.71 0.71 0.73 NA [10,] 0.67 0.69 0.70 0.70 0.69 0.72 NA [11,] 0.67 0.68 0.70 0.70 0.70 0.74 NA [12,] 0.67 0.70 0.71 0.69 0.70 0.75 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/fisher/rcomp/tmp/1qhqr1356527379.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/fisher/rcomp/tmp/2wkyd1356527379.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/fisher/rcomp/tmp/39nqj1356527379.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/fisher/rcomp/tmp/46ao21356527379.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,] 0.67 0.66 0.660 0.690 0.690 0.670 0.670 0.680 0.70 0.690 0.67 0.67 [2,] 0.67 0.67 0.690 0.690 0.690 0.690 0.690 0.690 0.70 0.690 0.68 0.69 [3,] 0.70 0.71 0.695 0.695 0.695 0.705 0.705 0.705 0.71 0.695 0.70 0.70 [4,] 0.70 0.71 0.710 0.700 0.700 0.710 0.710 0.710 0.71 0.700 0.70 0.71 [5,] 0.71 0.72 0.710 0.710 0.710 0.710 0.720 0.720 0.71 0.700 0.70 0.71 $n [1] 6 6 6 6 6 6 6 6 6 6 6 6 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 0.680649 0.6841987 0.6820994 0.6885497 0.6885497 0.6920994 0.6920994 [2,] 0.719351 0.7358013 0.7079006 0.7014503 0.7014503 0.7179006 0.7179006 [,8] [,9] [,10] [,11] [,12] [1,] 0.6920994 0.7035497 0.6885497 0.6870994 0.6870994 [2,] 0.7179006 0.7164503 0.7014503 0.7129006 0.7129006 $out [1] 0.67 0.67 0.68 0.73 0.67 0.72 0.74 0.75 $group [1] 4 5 9 9 10 10 11 12 $names [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" Warning message: In bxp(list(stats = c(0.67, 0.67, 0.7, 0.7, 0.71, 0.66, 0.67, 0.71, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/5syqm1356527379.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,] 0.67 0.680 0.690 0.69 0.69 0.690 NA [2,] 0.67 0.685 0.700 0.70 0.70 0.700 NA [3,] 0.67 0.690 0.705 0.70 0.71 0.720 NA [4,] 0.67 0.690 0.710 0.71 0.71 0.725 NA [5,] 0.67 0.690 0.710 0.71 0.71 0.750 NA $n [1] 12 12 12 12 12 12 0 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 0.67 0.6877195 0.7004389 0.6954389 0.7054389 0.7085973 NA [2,] 0.67 0.6922805 0.7095611 0.7045611 0.7145611 0.7314027 NA $out [1] 0.66 0.66 0.68 0.68 0.67 0.67 0.70 0.70 $group [1] 1 1 1 1 2 2 2 2 $names [1] "1" "2" "3" "4" "5" "6" NA Warning message: In bxp(list(stats = c(0.67, 0.67, 0.67, 0.67, 0.67, 0.68, 0.685, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/67kct1356527379.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,] 0.01366260 0.040 0.00750 [2,] 0.01537021 0.040 0.01000 [3,] 0.01682785 0.050 0.01625 [4,] 0.02131644 0.055 0.01750 [5,] 0.02658320 0.070 0.02250 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 0.01411573 0.0431584 0.0128292 [2,] 0.01953996 0.0568416 0.0196708 $out [1] 0.08 0.03 $group [1] 2 3 $names [1] "S.D." "Range" "IQR" Warning message: In bxp(list(stats = c(0.0136626010212794, 0.0153702106157385, 0.01682784548442, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > try(system("convert tmp/1qhqr1356527379.ps tmp/1qhqr1356527379.png",intern=TRUE)) character(0) > try(system("convert tmp/2wkyd1356527379.ps tmp/2wkyd1356527379.png",intern=TRUE)) character(0) > try(system("convert tmp/39nqj1356527379.ps tmp/39nqj1356527379.png",intern=TRUE)) character(0) > try(system("convert tmp/46ao21356527379.ps tmp/46ao21356527379.png",intern=TRUE)) character(0) > try(system("convert tmp/5syqm1356527379.ps tmp/5syqm1356527379.png",intern=TRUE)) character(0) > try(system("convert tmp/67kct1356527379.ps tmp/67kct1356527379.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 3.251 0.827 4.095