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Type 'q()' to quit R. > x <- c(31956,29506,34506,27165,26736,23691,18157,17328,18205,20995,17382,9367,31124,26551,30651,25859,25100,25778,20418,18688,20424,24776,19814,12738,31566,30111,30019,31934,25826,26835,20205,17789,20520,22518,15572,11509,25447,24090,27786,26195,20516,22759,19028,16971,20036,22485,18730,14538,27561,25985,34670,32066,27186,29586,21359,21553,19573,24256,22380,16167,27297,28287,33474,28229,28785,25597,18130,20198,22849,23118,21925,20801,18785,20659,29367,23992,20645,22356,17902,15879,16963,21035,17988,10437,24470,22237,27053,26419,22311,20624,17336,15586,17733,19231,16102,11770) > 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,] 31956 31124 31566 25447 27561 27297 18785 24470 NA [2,] 29506 26551 30111 24090 25985 28287 20659 22237 NA [3,] 34506 30651 30019 27786 34670 33474 29367 27053 NA [4,] 27165 25859 31934 26195 32066 28229 23992 26419 NA [5,] 26736 25100 25826 20516 27186 28785 20645 22311 NA [6,] 23691 25778 26835 22759 29586 25597 22356 20624 NA [7,] 18157 20418 20205 19028 21359 18130 17902 17336 NA [8,] 17328 18688 17789 16971 21553 20198 15879 15586 NA [9,] 18205 20424 20520 20036 19573 22849 16963 17733 NA [10,] 20995 24776 22518 22485 24256 23118 21035 19231 NA [11,] 17382 19814 15572 18730 22380 21925 17988 16102 NA [12,] 9367 12738 11509 14538 16167 20801 10437 11770 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/1ajst1425923925.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/2g73p1425923925.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/3f7jf1425923925.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/4221z1425923925.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,] 18785.0 20659.0 27053.0 23992.0 20516 20624.0 17336.0 15586.0 16963.0 [2,] 24958.5 23163.5 28576.5 26027.0 21478 22557.5 18016.0 16425.0 17969.0 [3,] 27429.0 26268.0 30335.0 26792.0 25463 24644.0 18592.5 17558.5 19804.5 [4,] 31345.0 28896.5 33990.0 30081.5 26961 26306.5 20311.5 19443.0 20472.0 [5,] 31956.0 30111.0 34670.0 32066.0 28785 29586.0 21359.0 21553.0 22849.0 [,10] [,11] [,12] [1,] 19231.0 15572.0 9367.0 [2,] 21015.0 16742.0 10973.0 [3,] 22501.5 18359.0 12254.0 [4,] 23687.0 20869.5 15352.5 [5,] 24776.0 22380.0 20801.0 $n [1] 8 8 8 8 8 8 8 8 8 8 8 8 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 23861.41 23065.46 27310.94 24527.1 22400.12 22549.75 17310.2 15872.6 [2,] 30996.59 29470.54 33359.06 29056.9 28525.88 26738.25 19874.8 19244.4 [,9] [,10] [,11] [,12] [1,] 18406.29 21008.88 16053.32 9807.548 [2,] 21202.71 23994.12 20664.68 14700.452 $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(18785, 24958.5, 27429, 31345, 31956, 20659, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/5d5ou1425923925.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,] 9367.0 12738 11509 14538.0 16167.0 18130.0 15879.0 11770.0 NA [2,] 17769.5 20116 18997 18879.0 21456.0 21363.0 17432.5 16719.0 NA [3,] 22343.0 24938 24172 21500.5 25120.5 24357.5 19715.0 19927.5 NA [4,] 28335.5 26205 30065 24768.5 28573.5 28258.0 21695.5 23390.5 NA [5,] 34506.0 31124 31934 27786.0 34670.0 33474.0 23992.0 27053.0 NA $n [1] 12 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 16884.58 [2,] 27162.22 27715.23 29220.19 24186.74 28366.84 27502.36 21659.38 22970.42 [,9] [1,] NA [2,] NA $out [1] 29367 10437 $group [1] 7 7 $names [1] "1" "2" "3" "4" "5" "6" "7" "8" 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/6up181425923925.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,] 1436.001 4023.0 2185.250 [2,] 1969.636 5926.5 2372.500 [3,] 2876.770 7845.5 3331.875 [4,] 3260.195 9207.0 4857.125 [5,] 4448.294 13171.0 6031.750 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 2288.138 6349.242 2198.621 [2,] 3465.403 9341.758 4465.129 $out numeric(0) $group numeric(0) $names [1] "S.D." "Range" "IQR" Warning message: In bxp(list(stats = c(1436.00064041967, 1969.63577542991, 2876.77008612019, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > try(system("convert tmp/1ajst1425923925.ps tmp/1ajst1425923925.png",intern=TRUE)) character(0) > try(system("convert tmp/2g73p1425923925.ps tmp/2g73p1425923925.png",intern=TRUE)) character(0) > try(system("convert tmp/3f7jf1425923925.ps tmp/3f7jf1425923925.png",intern=TRUE)) character(0) > try(system("convert tmp/4221z1425923925.ps tmp/4221z1425923925.png",intern=TRUE)) character(0) > try(system("convert tmp/5d5ou1425923925.ps tmp/5d5ou1425923925.png",intern=TRUE)) character(0) > try(system("convert tmp/6up181425923925.ps tmp/6up181425923925.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 2.066 0.319 2.412