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Type 'q()' to quit R. > x <- c(97.41,97.32,97.33,97.38,97.47,97.5,97.5,97.58,97.7,97.9,97.98,98.03,98.03,97.94,98.12,98.19,98.34,98.42,98.43,98.45,98.77,99.24,99.46,99.54,99.55,99.24,99.43,99.47,99.57,99.62,99.64,99.75,99.85,100.28,100.52,100.57,100.57,100.27,100.27,100.18,100.16,100.18,100.18,100.59,100.69,101.06,101.15,101.16,101.16,100.81,100.94,101.13,101.29,101.34,101.35,101.7,102.05,102.48,102.66,102.72,102.73,102.18,102.22,102.37,102.53,102.61,102.62,103,103.17,103.52,103.69,103.73,99.57,99.09,99.14,99.36,99.6,99.65,99.8,100.15,100.45,100.89,101.13,101.17,101.21,101.1,101.17,101.11,101.2,101.15,100.92,101.1,101.22,101.25,101.39,101.43) > 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] 96 > (np <- floor(n / par1)) [1] 8 > 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] 8 8 8 8 8 8 8 8 8 8 8 8 > arr [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [1,] 97.41 98.03 99.55 100.57 101.16 102.73 99.57 101.21 NA [2,] 97.32 97.94 99.24 100.27 100.81 102.18 99.09 101.10 NA [3,] 97.33 98.12 99.43 100.27 100.94 102.22 99.14 101.17 NA [4,] 97.38 98.19 99.47 100.18 101.13 102.37 99.36 101.11 NA [5,] 97.47 98.34 99.57 100.16 101.29 102.53 99.60 101.20 NA [6,] 97.50 98.42 99.62 100.18 101.34 102.61 99.65 101.15 NA [7,] 97.50 98.43 99.64 100.18 101.35 102.62 99.80 100.92 NA [8,] 97.58 98.45 99.75 100.59 101.70 103.00 100.15 101.10 NA [9,] 97.70 98.77 99.85 100.69 102.05 103.17 100.45 101.22 NA [10,] 97.90 99.24 100.28 101.06 102.48 103.52 100.89 101.25 NA [11,] 97.98 99.46 100.52 101.15 102.66 103.69 101.13 101.39 NA [12,] 98.03 99.54 100.57 101.16 102.72 103.73 101.17 101.43 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/162nk1448018330.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/2u27p1448018330.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/3zjl91448018330.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/4ed5n1448018330.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] [1,] 97.410 97.320 97.330 97.380 97.470 97.500 97.500 97.58 97.700 [2,] 98.790 98.515 98.630 98.775 98.955 99.020 99.035 99.10 99.310 [3,] 100.070 99.755 99.850 99.825 99.880 99.915 99.990 100.37 100.570 [4,] 101.185 100.955 101.055 101.120 101.245 101.245 101.135 101.40 101.635 [5,] 102.730 102.180 102.220 102.370 102.530 102.610 102.620 103.00 103.170 [,10] [,11] [,12] [1,] 97.900 97.980 98.030 [2,] 99.760 99.990 100.055 [3,] 100.975 101.140 101.165 [4,] 101.865 102.025 102.075 [5,] 103.520 103.690 103.730 $n [1] 8 8 8 8 8 8 8 8 8 8 8 8 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 98.73212 98.39198 98.49536 98.51505 98.60077 98.67208 98.81691 [2,] 101.40788 101.11802 101.20464 101.13495 101.15923 101.15792 101.16309 [,8] [,9] [,10] [,11] [,12] [1,] 99.08519 99.27122 99.79912 100.0032 100.0366 [2,] 101.65481 101.86878 102.15088 102.2768 102.2934 $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(97.41, 98.79, 100.07, 101.185, 102.73, 97.32, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/5apte1448018330.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] [,8] [,9] [1,] 97.320 97.940 99.240 100.160 100.810 102.180 99.090 100.920 NA [2,] 97.395 98.155 99.510 100.180 101.145 102.450 99.465 101.105 NA [3,] 97.500 98.425 99.630 100.420 101.345 102.675 99.725 101.185 NA [4,] 97.800 99.005 100.065 100.875 102.265 103.345 100.670 101.235 NA [5,] 98.030 99.540 100.570 101.160 102.720 103.730 101.170 101.430 NA $n [1] 12 12 12 12 12 12 12 12 0 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 97.31528 98.03731 99.37686 100.103 100.8342 102.2668 99.17539 101.1257 [2,] 97.68472 98.81269 99.88314 100.737 101.8558 103.0832 100.27461 101.2443 [,9] [1,] NA [2,] NA $out numeric(0) $group numeric(0) $names [1] "1" "2" "3" "4" "5" "6" "7" "8" NA Warning message: In bxp(list(stats = c(97.32, 97.395, 97.5, 97.8, 98.03, 97.94, 98.155, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/67eei1448018330.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,] 1.622432 4.860 1.44000 [2,] 1.644375 5.025 1.61375 [3,] 1.692858 5.220 1.86250 [4,] 1.755893 5.545 2.02500 [5,] 1.769001 5.710 2.11250 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 1.641994 4.982825 1.674926 [2,] 1.743722 5.457175 2.050074 $out numeric(0) $group numeric(0) $names [1] "S.D." "Range" "IQR" Warning message: In bxp(list(stats = c(1.62243203687727, 1.64437491160001, 1.69285834221975, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > try(system("convert tmp/162nk1448018330.ps tmp/162nk1448018330.png",intern=TRUE)) character(0) > try(system("convert tmp/2u27p1448018330.ps tmp/2u27p1448018330.png",intern=TRUE)) character(0) > try(system("convert tmp/3zjl91448018330.ps tmp/3zjl91448018330.png",intern=TRUE)) character(0) > try(system("convert tmp/4ed5n1448018330.ps tmp/4ed5n1448018330.png",intern=TRUE)) character(0) > try(system("convert tmp/5apte1448018330.ps tmp/5apte1448018330.png",intern=TRUE)) character(0) > try(system("convert tmp/67eei1448018330.ps tmp/67eei1448018330.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 2.119 0.345 2.494