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Type 'q()' to quit R. > x <- c(0.47,0.47,0.47,0.47,0.47,0.47,0.48,0.48,0.48,0.48,0.48,0.49,0.49,0.49,0.49,0.49,0.49,0.49,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.51,0.51,0.5,0.51,0.5,0.51,0.51,0.52,0.53,0.53,0.53,0.53,0.53,0.54,0.55,0.54,0.55,0.55,0.55,0.54,0.55,0.55,0.55,0.55,0.56,0.56,0.56,0.56,0.55,0.55,0.56,0.56,0.56,0.56,0.56,0.55,0.55,0.55,0.54,0.54,0.54,0.54,0.55,0.54,0.54,0.54) > 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,] 0.47 0.49 0.50 0.53 0.55 0.56 NA [2,] 0.47 0.49 0.50 0.53 0.55 0.55 NA [3,] 0.47 0.49 0.51 0.53 0.56 0.55 NA [4,] 0.47 0.49 0.51 0.54 0.56 0.55 NA [5,] 0.47 0.49 0.50 0.55 0.56 0.54 NA [6,] 0.47 0.49 0.51 0.54 0.56 0.54 NA [7,] 0.48 0.50 0.50 0.55 0.55 0.54 NA [8,] 0.48 0.50 0.51 0.55 0.55 0.54 NA [9,] 0.48 0.50 0.51 0.55 0.56 0.55 NA [10,] 0.48 0.50 0.52 0.54 0.56 0.54 NA [11,] 0.48 0.50 0.53 0.55 0.56 0.54 NA [12,] 0.49 0.50 0.53 0.55 0.56 0.54 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/1vea61353923964.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/2vk3t1353923964.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/3cvk11353923964.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/49utv1353923964.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] [,12] [1,] 0.470 0.470 0.47 0.470 0.47 0.470 0.48 0.480 0.48 0.48 0.480 0.490 [2,] 0.490 0.490 0.49 0.490 0.49 0.490 0.50 0.500 0.50 0.50 0.500 0.500 [3,] 0.515 0.515 0.52 0.525 0.52 0.525 0.52 0.525 0.53 0.53 0.535 0.535 [4,] 0.550 0.550 0.55 0.550 0.55 0.540 0.55 0.550 0.55 0.54 0.550 0.550 [5,] 0.560 0.550 0.56 0.560 0.56 0.560 0.55 0.550 0.56 0.56 0.560 0.560 $n [1] 6 6 6 6 6 6 6 6 6 6 6 6 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 0.4762981 0.4762981 0.4812981 0.4862981 0.4812981 0.4927484 0.4877484 [2,] 0.5537019 0.5537019 0.5587019 0.5637019 0.5587019 0.5572516 0.5522516 [,8] [,9] [,10] [,11] [,12] [1,] 0.4927484 0.4977484 0.5041987 0.5027484 0.5027484 [2,] 0.5572516 0.5622516 0.5558013 0.5672516 0.5672516 $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(0.47, 0.49, 0.515, 0.55, 0.56, 0.47, 0.49, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/5m12x1353923964.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,] 0.470 0.490 0.500 0.530 0.55 0.54 NA [2,] 0.470 0.490 0.500 0.535 0.55 0.54 NA [3,] 0.475 0.495 0.510 0.545 0.56 0.54 NA [4,] 0.480 0.500 0.515 0.550 0.56 0.55 NA [5,] 0.490 0.500 0.530 0.550 0.56 0.56 NA $n [1] 12 12 12 12 12 12 0 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 0.4704389 0.4904389 0.5031584 0.5381584 0.5554389 0.5354389 NA [2,] 0.4795611 0.4995611 0.5168416 0.5518416 0.5645611 0.5445611 NA $out numeric(0) $group numeric(0) $names [1] "1" "2" "3" "4" "5" "6" NA Warning message: In bxp(list(stats = c(0.47, 0.47, 0.475, 0.48, 0.49, 0.49, 0.49, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/6kje51353923964.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,] 0.02786874 0.070 0.0350 [2,] 0.02988535 0.075 0.0425 [3,] 0.03301376 0.080 0.0475 [4,] 0.03523551 0.090 0.0525 [5,] 0.03656045 0.090 0.0550 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 0.03057352 0.0731584 0.04293893 [2,] 0.03545400 0.0868416 0.05206107 $out numeric(0) $group numeric(0) $names [1] "S.D." "Range" "IQR" Warning message: In bxp(list(stats = c(0.0278687399547713, 0.0298853523319829, 0.0330137584827538, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > try(system("convert tmp/1vea61353923964.ps tmp/1vea61353923964.png",intern=TRUE)) character(0) > try(system("convert tmp/2vk3t1353923964.ps tmp/2vk3t1353923964.png",intern=TRUE)) character(0) > try(system("convert tmp/3cvk11353923964.ps tmp/3cvk11353923964.png",intern=TRUE)) character(0) > try(system("convert tmp/49utv1353923964.ps tmp/49utv1353923964.png",intern=TRUE)) character(0) > try(system("convert tmp/5m12x1353923964.ps tmp/5m12x1353923964.png",intern=TRUE)) character(0) > try(system("convert tmp/6kje51353923964.ps tmp/6kje51353923964.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 2.987 0.642 3.655