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Type 'q()' to quit R. > x <- c(83.61,83.89,83.4,82.96,82.76,83.35,87.78,88.99,88.92,88.91,89.79,90.54,93.15,92.79,93.21,95.35,100.91,103.69,104.04,104.16,104.71,105.18,104.92,104.83,104.9,105.05,104.6,103.21,102.52,101.09,101.19,102.34,102.62,102.47,101.82,101.86,101.54,101.98,101.23,100.4,99.94,99.94,100,98.8,99.07,99.46,99.18,98.47,97.12,96.91,96.09,97.17,96.8,97.13,99.9,100.56,100.84,99.81,100.44,100.07,101.32,103.98,104.81,106.23,106.48,107.59,107.16,107.54,107.1,106.38,106.64,106.13) > 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,] 83.61 93.15 104.90 101.54 97.12 101.32 NA [2,] 83.89 92.79 105.05 101.98 96.91 103.98 NA [3,] 83.40 93.21 104.60 101.23 96.09 104.81 NA [4,] 82.96 95.35 103.21 100.40 97.17 106.23 NA [5,] 82.76 100.91 102.52 99.94 96.80 106.48 NA [6,] 83.35 103.69 101.09 99.94 97.13 107.59 NA [7,] 87.78 104.04 101.19 100.00 99.90 107.16 NA [8,] 88.99 104.16 102.34 98.80 100.56 107.54 NA [9,] 88.92 104.71 102.62 99.07 100.84 107.10 NA [10,] 88.91 105.18 102.47 99.46 99.81 106.38 NA [11,] 89.79 104.92 101.82 99.18 100.44 106.64 NA [12,] 90.54 104.83 101.86 98.47 100.07 106.13 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/1zqny1495114104.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/2dxgm1495114104.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/384jw1495114104.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/4nzk41495114104.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] [1,] 83.61 83.890 83.40 95.350 96.800 97.130 99.900 98.80 99.07 99.46 [2,] 93.15 92.790 93.21 95.350 96.800 97.130 99.900 98.80 99.07 99.46 [3,] 99.22 99.445 98.66 98.785 100.425 100.515 100.595 101.45 101.73 101.14 [4,] 101.54 103.980 104.60 103.210 102.520 103.690 104.040 104.16 104.71 105.18 [5,] 104.90 105.050 104.81 106.230 106.480 107.590 107.160 107.54 107.10 106.38 [,11] [,12] [1,] 99.18 90.540 [2,] 99.18 98.470 [3,] 101.13 100.965 [4,] 104.92 104.830 [5,] 106.64 106.130 $n [1] 6 6 6 6 6 6 6 6 6 6 6 6 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 93.80818 92.22709 91.31308 93.71505 96.73542 96.28359 97.92457 [2,] 104.63182 106.66291 106.00692 103.85495 104.11458 104.74641 103.26543 [,8] [,9] [,10] [,11] [,12] [1,] 97.99263 98.09202 97.45042 97.42751 96.86259 [2,] 104.90737 105.36798 104.82958 104.83249 105.06741 $out [1] 82.96 82.76 83.35 87.78 88.99 88.92 88.91 89.79 $group [1] 4 5 6 7 8 9 10 11 $names [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" Warning message: In bxp(list(stats = c(83.61, 93.15, 99.22, 101.54, 104.9, 83.89, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/54ndf1495114104.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,] 82.760 92.790 101.090 98.470 96.090 103.98 NA [2,] 83.375 94.280 101.840 99.125 97.015 105.47 NA [3,] 85.835 103.865 102.495 99.940 98.490 106.43 NA [4,] 88.955 104.770 103.905 100.815 100.255 107.13 NA [5,] 90.540 105.180 105.050 101.980 100.840 107.59 NA $n [1] 12 12 12 12 12 12 0 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 83.28992 99.08044 101.5531 99.16918 97.01221 105.6729 NA [2,] 88.38008 108.64956 103.4369 100.71082 99.96779 107.1871 NA $out [1] 101.32 $group [1] 6 $names [1] "1" "2" "3" "4" "5" "6" NA Warning message: In bxp(list(stats = c(82.76, 83.375, 85.835, 88.955, 90.54, 92.79, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/6vcq81495114104.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,] 5.578551 15.590 3.40250 [2,] 6.306939 17.825 4.59125 [3,] 7.149816 20.270 5.08125 [4,] 8.184444 22.340 7.02250 [5,] 8.357168 24.240 9.82750 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 6.293474 18.21068 3.972341 [2,] 8.006158 22.32932 6.190159 $out numeric(0) $group numeric(0) $names [1] "S.D." "Range" "IQR" Warning message: In bxp(list(stats = c(5.57855058833983, 6.30693943852302, 7.14981605889459, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > try(system("convert tmp/1zqny1495114104.ps tmp/1zqny1495114104.png",intern=TRUE)) character(0) > try(system("convert tmp/2dxgm1495114104.ps tmp/2dxgm1495114104.png",intern=TRUE)) character(0) > try(system("convert tmp/384jw1495114104.ps tmp/384jw1495114104.png",intern=TRUE)) character(0) > try(system("convert tmp/4nzk41495114104.ps tmp/4nzk41495114104.png",intern=TRUE)) character(0) > try(system("convert tmp/54ndf1495114104.ps tmp/54ndf1495114104.png",intern=TRUE)) character(0) > try(system("convert tmp/6vcq81495114104.ps tmp/6vcq81495114104.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 2.955 0.379 3.437