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Type 'q()' to quit R. > x <- c(1.64,1.65,1.65,1.66,1.67,1.67,1.68,1.68,1.69,1.7,1.71,1.72,1.72,1.73,1.73,1.73,1.73,1.74,1.75,1.75,1.75,1.76,1.76,1.76,1.77,1.78,1.78,1.79,1.79,1.79,1.79,1.79,1.83,1.83,1.83,1.83,1.84,1.84,1.84,1.85,1.85,1.85,1.86,1.86,1.86,1.87,1.87,1.88,1.88,1.88,1.89,1.89,1.9,1.91,1.91,1.91,1.91,1.91,1.92,1.92,1.92,1.93,1.94,1.94,1.94,1.95,1.95,1.95,1.95,1.96,1.96,1.97) > 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,] 1.64 1.72 1.77 1.84 1.88 1.92 NA [2,] 1.65 1.73 1.78 1.84 1.88 1.93 NA [3,] 1.65 1.73 1.78 1.84 1.89 1.94 NA [4,] 1.66 1.73 1.79 1.85 1.89 1.94 NA [5,] 1.67 1.73 1.79 1.85 1.90 1.94 NA [6,] 1.67 1.74 1.79 1.85 1.91 1.95 NA [7,] 1.68 1.75 1.79 1.86 1.91 1.95 NA [8,] 1.68 1.75 1.79 1.86 1.91 1.95 NA [9,] 1.69 1.75 1.83 1.86 1.91 1.95 NA [10,] 1.70 1.76 1.83 1.87 1.91 1.96 NA [11,] 1.71 1.76 1.83 1.87 1.92 1.96 NA [12,] 1.72 1.76 1.83 1.88 1.92 1.97 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/1mb6a1416863570.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/29wi51416863570.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/3vfdm1416863570.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/45izz1416863570.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,] 1.640 1.65 1.65 1.66 1.67 1.67 1.680 1.680 1.690 1.70 1.71 1.720 [2,] 1.720 1.73 1.73 1.73 1.73 1.74 1.750 1.750 1.750 1.76 1.76 1.760 [3,] 1.805 1.81 1.81 1.82 1.82 1.82 1.825 1.825 1.845 1.85 1.85 1.855 [4,] 1.880 1.88 1.89 1.89 1.90 1.91 1.910 1.910 1.910 1.91 1.92 1.920 [5,] 1.920 1.93 1.94 1.94 1.94 1.95 1.950 1.950 1.950 1.96 1.96 1.970 $n [1] 6 6 6 6 6 6 6 6 6 6 6 6 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 1.701795 1.713245 1.706795 1.716795 1.710345 1.710345 1.721795 1.721795 [2,] 1.908205 1.906755 1.913205 1.923205 1.929655 1.929655 1.928205 1.928205 [,9] [,10] [,11] [,12] [1,] 1.741795 1.753245 1.746795 1.751795 [2,] 1.948205 1.946755 1.953205 1.958205 $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(1.64, 1.72, 1.805, 1.88, 1.92, 1.65, 1.73, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/5k0gs1416863570.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,] 1.640 1.720 1.770 1.840 1.88 1.920 NA [2,] 1.655 1.730 1.785 1.845 1.89 1.940 NA [3,] 1.675 1.745 1.790 1.855 1.91 1.950 NA [4,] 1.695 1.755 1.830 1.865 1.91 1.955 NA [5,] 1.720 1.760 1.830 1.880 1.92 1.970 NA $n [1] 12 12 12 12 12 12 0 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 1.656756 1.733597 1.769475 1.845878 1.900878 1.943158 NA [2,] 1.693244 1.756403 1.810525 1.864122 1.919122 1.956842 NA $out numeric(0) $group numeric(0) $names [1] "1" "2" "3" "4" "5" "6" NA Warning message: In bxp(list(stats = c(1.64, 1.655, 1.675, 1.695, 1.72, 1.72, 1.73, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/6tavn1416863570.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,] 0.09495613 0.25 0.12250 [2,] 0.09693372 0.26 0.12875 [3,] 0.10228163 0.27 0.13500 [4,] 0.10456956 0.28 0.13750 [5,] 0.10672394 0.29 0.14250 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 0.09879887 0.2608779 0.1310091 [2,] 0.10576439 0.2791221 0.1389909 $out numeric(0) $group numeric(0) $names [1] "S.D." "Range" "IQR" Warning message: In bxp(list(stats = c(0.0949561302216274, 0.0969337153740335, 0.102281632005121, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > try(system("convert tmp/1mb6a1416863570.ps tmp/1mb6a1416863570.png",intern=TRUE)) character(0) > try(system("convert tmp/29wi51416863570.ps tmp/29wi51416863570.png",intern=TRUE)) character(0) > try(system("convert tmp/3vfdm1416863570.ps tmp/3vfdm1416863570.png",intern=TRUE)) character(0) > try(system("convert tmp/45izz1416863570.ps tmp/45izz1416863570.png",intern=TRUE)) character(0) > try(system("convert tmp/5k0gs1416863570.ps tmp/5k0gs1416863570.png",intern=TRUE)) character(0) > try(system("convert tmp/6tavn1416863570.ps tmp/6tavn1416863570.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 2.159 0.399 2.584