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Type 'q()' to quit R. > x <- c(14544,14931,14886,16005,17064,15168,16050,15839,15137,14954,15648,15305,15579,16348,15928,16171,15937,15713,15594,15683,16438,17032,17696,17745,19394,20148,20108,18584,18441,18391,19178,18079,18483,19644,19195,19650,20830,23595,22937,21814,21928,21777,21383,21467,22052,22680,24320,24977,25204,25739,26434,27525,30695,32436,30160,30236,31293,31077,32226,33865,32810,32242,32700,32819,33947,34148,35261,39506,41591,39148,41216,40225) > 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,] 14544 15579 19394 20830 25204 32810 NA [2,] 14931 16348 20148 23595 25739 32242 NA [3,] 14886 15928 20108 22937 26434 32700 NA [4,] 16005 16171 18584 21814 27525 32819 NA [5,] 17064 15937 18441 21928 30695 33947 NA [6,] 15168 15713 18391 21777 32436 34148 NA [7,] 16050 15594 19178 21383 30160 35261 NA [8,] 15839 15683 18079 21467 30236 39506 NA [9,] 15137 16438 18483 22052 31293 41591 NA [10,] 14954 17032 19644 22680 31077 39148 NA [11,] 15648 17696 19195 24320 32226 41216 NA [12,] 15305 17745 19650 24977 33865 40225 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/fisher/rcomp/tmp/1qlzu1354474481.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/fisher/rcomp/tmp/230hj1354474481.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/fisher/rcomp/tmp/3jyti1354474482.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/fisher/rcomp/tmp/4rwyu1354474482.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,] 14544 14931.0 14886.0 16005 15937.0 15168 15594.0 15683 15137.0 14954 [2,] 15579 16348.0 15928.0 16171 17064.0 15713 16050.0 15839 16438.0 17032 [3,] 20112 21871.5 21522.5 20199 20184.5 20084 20280.5 19773 20267.5 21162 [4,] 25204 25739.0 26434.0 27525 30695.0 32436 30160.0 30236 31293.0 31077 [5,] 32810 32242.0 32700.0 32819 33947.0 34148 35261.0 39506 41591.0 39148 [,11] [,12] [1,] 15648.0 15305.0 [2,] 17696.0 17745.0 [3,] 21757.5 22313.5 [4,] 32226.0 33865.0 [5,] 41216.0 40225.0 $n [1] 6 6 6 6 6 6 6 6 6 6 6 6 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 13903.56 15814 14745.79 12875.3 11392.06 9297.125 11179.09 10486.47 [2,] 26320.44 27929 28299.21 27522.7 28976.94 30870.875 29381.91 29059.53 [,9] [,10] [,11] [,12] [1,] 10685.55 12102.52 12385.18 11915.58 [2,] 29849.45 30221.48 31129.82 32711.42 $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(14544, 15579, 20112, 25204, 32810, 14931, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/5b27o1354474482.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,] 14544.0 15579 18079.0 20830 25204.0 32242.0 NA [2,] 14942.5 15698 18462.0 21622 26979.5 32814.5 NA [3,] 15236.5 16054 19186.5 21990 30465.5 34704.5 NA [4,] 15922.0 16735 19647.0 23266 31759.5 39865.5 NA [5,] 17064.0 17745 20148.0 24977 33865.0 41591.0 NA $n [1] 12 12 12 12 12 12 0 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 14789.74 15581.02 18646.01 21240.16 28285.31 31488.49 NA [2,] 15683.26 16526.98 19726.99 22739.84 32645.69 37920.51 NA $out numeric(0) $group numeric(0) $names [1] "1" "2" "3" "4" "5" "6" NA Warning message: In bxp(list(stats = c(14544, 14942.5, 15236.5, 15922, 17064, 15579, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/fisher/rcomp/tmp/6edxd1354474482.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,] 6428.076 16814.0 7577.750 [2,] 6774.603 17912.0 8954.875 [3,] 8198.282 19323.5 11213.250 [4,] 9694.084 24557.0 12106.125 [5,] 10319.254 26454.0 13421.750 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 6866.687 16292.67 9775.944 [2,] 9529.877 22354.33 12650.556 $out numeric(0) $group numeric(0) $names [1] "S.D." "Range" "IQR" Warning message: In bxp(list(stats = c(6428.07608594256, 6774.60288095408, 8198.28168825451, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > try(system("convert tmp/1qlzu1354474481.ps tmp/1qlzu1354474481.png",intern=TRUE)) character(0) > try(system("convert tmp/230hj1354474481.ps tmp/230hj1354474481.png",intern=TRUE)) character(0) > try(system("convert tmp/3jyti1354474482.ps tmp/3jyti1354474482.png",intern=TRUE)) character(0) > try(system("convert tmp/4rwyu1354474482.ps tmp/4rwyu1354474482.png",intern=TRUE)) character(0) > try(system("convert tmp/5b27o1354474482.ps tmp/5b27o1354474482.png",intern=TRUE)) character(0) > try(system("convert tmp/6edxd1354474482.ps tmp/6edxd1354474482.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 3.085 0.790 3.865