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Type 'q()' to quit R. > x <- c(31956,29506,34506,27165,26736,23691,18157,17328,18205,20995,17382,9367,31124,26551,30651,25859,25100,25778,20418,18688,20424,24776,19814,12738,31566,30111,30019,31934,25826,26835,20205,17789,20520,22518,15572,11509,25447,24090,27786,26195,20516,22759,19028,16971,20036,22485,18730,14538,27561,25985,34670,32066,27186,29586,21359,21553,19573,24256,22380,16167,27297,28287,33474,28229,28785,25597,18130,20198,22849,23118,21925,20801,18785,20659,29367,23992,20645,22356,17902,15879,16963,21035,17988,10437) > 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] 84 > (np <- floor(n / par1)) [1] 7 > 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] 7 7 7 7 7 7 7 7 7 7 7 7 > arr [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 31956 31124 31566 25447 27561 27297 18785 NA [2,] 29506 26551 30111 24090 25985 28287 20659 NA [3,] 34506 30651 30019 27786 34670 33474 29367 NA [4,] 27165 25859 31934 26195 32066 28229 23992 NA [5,] 26736 25100 25826 20516 27186 28785 20645 NA [6,] 23691 25778 26835 22759 29586 25597 22356 NA [7,] 18157 20418 20205 19028 21359 18130 17902 NA [8,] 17328 18688 17789 16971 21553 20198 15879 NA [9,] 18205 20424 20520 20036 19573 22849 16963 NA [10,] 20995 24776 22518 22485 24256 23118 21035 NA [11,] 17382 19814 15572 18730 22380 21925 17988 NA [12,] 9367 12738 11509 14538 16167 20801 10437 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/1wl8s1366993419.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/2zcok1366993419.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/3tl2j1366993419.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/466wc1366993419.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,] 25447 20659.0 27786 23992.0 20516.0 22356.0 17902.0 15879.0 16963 20995 [2,] 26372 25037.5 29693 26027.0 22872.5 23225.0 18143.5 17149.5 18889 21760 [3,] 27561 26551.0 30651 27165.0 25826.0 25597.0 19028.0 17789.0 20036 22518 [4,] 31345 28896.5 33990 30081.5 26961.0 26306.5 20311.5 19443.0 20472 23687 [5,] 31956 30111.0 34670 32066.0 28785.0 29586.0 21359.0 21553.0 20520 24776 [,11] [,12] [1,] 15572.0 9367.0 [2,] 17685.0 10973.0 [3,] 18730.0 12738.0 [4,] 20869.5 15352.5 [5,] 22380.0 20801.0 $n [1] 7 7 7 7 7 7 7 7 7 7 7 7 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 24591.2 24246.47 28084.9 24743.72 23384.41 23756.78 17733.31 16419.36 [2,] 30530.8 28855.53 33217.1 29586.28 28267.59 27437.22 20322.69 19158.64 [,9] [,10] [,11] [,12] [1,] 19090.66 21367.23 16828.27 10122.63 [2,] 20981.34 23668.77 20631.73 15353.37 $out [1] 18785 22849 $group [1] 1 9 $names [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" Warning message: In bxp(list(stats = c(25447, 26372, 27561, 31345, 31956, 20659, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/5x18n1366993419.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] [1,] 9367.0 12738 11509 14538.0 16167.0 18130.0 15879.0 NA [2,] 17769.5 20116 18997 18879.0 21456.0 21363.0 17432.5 NA [3,] 22343.0 24938 24172 21500.5 25120.5 24357.5 19715.0 NA [4,] 28335.5 26205 30065 24768.5 28573.5 28258.0 21695.5 NA [5,] 34506.0 31124 31934 27786.0 34670.0 33474.0 23992.0 NA $n [1] 12 12 12 12 12 12 12 0 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 17523.78 22160.77 19123.81 18814.26 21874.16 21212.64 17770.62 NA [2,] 27162.22 27715.23 29220.19 24186.74 28366.84 27502.36 21659.38 NA $out [1] 29367 10437 $group [1] 7 7 $names [1] "1" "2" "3" "4" "5" "6" "7" NA Warning message: In bxp(list(stats = c(9367, 17769.5, 22343, 28335.5, 34506, 12738, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/68afi1366993419.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,] 1354.669 3457.0 1583.00 [2,] 1915.508 5780.0 2230.75 [3,] 2627.851 7057.0 3521.75 [4,] 3257.045 8860.5 4192.75 [5,] 4646.045 13171.0 4973.00 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 2015.968 5651.963 2626.869 [2,] 3239.735 8462.037 4416.631 $out numeric(0) $group numeric(0) $names [1] "S.D." "Range" "IQR" Warning message: In bxp(list(stats = c(1354.66889294905, 1915.50824802709, 2627.8514661894, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > try(system("convert tmp/1wl8s1366993419.ps tmp/1wl8s1366993419.png",intern=TRUE)) character(0) > try(system("convert tmp/2zcok1366993419.ps tmp/2zcok1366993419.png",intern=TRUE)) character(0) > try(system("convert tmp/3tl2j1366993419.ps tmp/3tl2j1366993419.png",intern=TRUE)) character(0) > try(system("convert tmp/466wc1366993419.ps tmp/466wc1366993419.png",intern=TRUE)) character(0) > try(system("convert tmp/5x18n1366993419.ps tmp/5x18n1366993419.png",intern=TRUE)) character(0) > try(system("convert tmp/68afi1366993419.ps tmp/68afi1366993419.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 5.676 1.261 6.909