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Type 'q()' to quit R. > x <- c(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] 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,] 31566 25447 27561 27297 18785 24470 NA [2,] 30111 24090 25985 28287 20659 22237 NA [3,] 30019 27786 34670 33474 29367 27053 NA [4,] 31934 26195 32066 28229 23992 26419 NA [5,] 25826 20516 27186 28785 20645 22311 NA [6,] 26835 22759 29586 25597 22356 20624 NA [7,] 20205 19028 21359 18130 17902 17336 NA [8,] 17789 16971 21553 20198 15879 15586 NA [9,] 20520 20036 19573 22849 16963 17733 NA [10,] 22518 22485 24256 23118 21035 19231 NA [11,] 15572 18730 22380 21925 17988 16102 NA [12,] 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/1rpk11416772436.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/2h4o41416772436.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/347z21416772436.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/4avay1416772436.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] [1,] 24470 20659.0 27053 23992 20516.0 20624 17336 15586 16963.0 19231.0 15572 [2,] 24470 22237.0 27786 26195 20645.0 22356 17902 15879 17733.0 21035.0 16102 [3,] 26372 25037.5 29693 27324 24068.5 24178 18579 17380 19804.5 22501.5 18359 [4,] 27561 28287.0 33474 31934 27186.0 26835 20205 20198 20520.0 23118.0 21925 [5,] 31566 30111.0 34670 32066 28785.0 29586 21359 21553 22849.0 24256.0 22380 [,12] [1,] 10437 [2,] 11509 [3,] 13154 [4,] 16167 [5,] 20801 $n [1] 6 6 6 6 6 6 6 6 6 6 6 6 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 24378.21 21135.05 26024.06 23622.16 19849.34 21288.9 17093.49 14594.11 [2,] 28365.79 28939.95 33361.94 31025.84 28287.66 27067.1 20064.51 20165.89 [,9] [,10] [,11] [,12] [1,] 18006.79 21157.9 14602.98 10149.44 [2,] 21602.21 23845.1 22115.02 16158.56 $out [1] 18785 $group [1] 1 $names [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" Warning message: In bxp(list(stats = c(24470, 24470, 26372, 27561, 31566, 20659, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/50ahb1416772436.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,] 11509 14538.0 16167.0 18130.0 15879.0 11770.0 NA [2,] 18997 18879.0 21456.0 21363.0 17432.5 16719.0 NA [3,] 24172 21500.5 25120.5 24357.5 19715.0 19927.5 NA [4,] 30065 24768.5 28573.5 28258.0 21695.5 23390.5 NA [5,] 31934 27786.0 34670.0 33474.0 23992.0 27053.0 NA $n [1] 12 12 12 12 12 12 0 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 19123.81 18814.26 21874.16 21212.64 17770.62 16884.58 NA [2,] 29220.19 24186.74 28366.84 27502.36 21659.38 22970.42 NA $out [1] 29367 10437 $group [1] 5 5 $names [1] "1" "2" "3" "4" "5" "6" NA Warning message: In bxp(list(stats = c(11509, 18997, 24172, 30065, 31934, 14538, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/66qu71416772436.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,] 1532.894 4023.0 1570.500 [2,] 2251.321 5926.5 2493.375 [3,] 3171.440 7845.5 4127.125 [4,] 3567.047 9207.0 4654.750 [5,] 4234.971 12781.0 5784.500 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 2571.328 6349.242 3141.307 [2,] 3771.551 9341.758 5112.943 $out numeric(0) $group numeric(0) $names [1] "S.D." "Range" "IQR" Warning message: In bxp(list(stats = c(1532.89421248391, 2251.32119394145, 3171.43960549996, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > try(system("convert tmp/1rpk11416772436.ps tmp/1rpk11416772436.png",intern=TRUE)) character(0) > try(system("convert tmp/2h4o41416772436.ps tmp/2h4o41416772436.png",intern=TRUE)) character(0) > try(system("convert tmp/347z21416772436.ps tmp/347z21416772436.png",intern=TRUE)) character(0) > try(system("convert tmp/4avay1416772436.ps tmp/4avay1416772436.png",intern=TRUE)) character(0) > try(system("convert tmp/50ahb1416772436.ps tmp/50ahb1416772436.png",intern=TRUE)) character(0) > try(system("convert tmp/66qu71416772436.ps tmp/66qu71416772436.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 2.132 0.345 2.501