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Type 'q()' to quit R. > x <- c(0.36,0.37,0.38,0.38,0.38,0.38,0.38,0.38,0.38,0.38,0.38,0.38,0.37,0.37,0.37,0.38,0.38,0.39,0.39,0.38,0.38,0.38,0.38,0.39,0.39,0.4,0.4,0.4,0.41,0.41,0.41,0.41,0.41,0.42,0.42,0.42,0.42,0.42,0.42,0.42,0.42,0.42,0.42,0.42,0.42,0.42,0.42,0.42,0.42,0.43,0.44,0.43,0.43,0.43,0.44,0.44,0.44,0.44,0.44,0.44,0.44,0.44,0.44,0.44,0.45,0.45,0.45,0.45,0.45,0.45,0.45,0.45) > 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,] 0.36 0.37 0.39 0.42 0.42 0.44 NA [2,] 0.37 0.37 0.40 0.42 0.43 0.44 NA [3,] 0.38 0.37 0.40 0.42 0.44 0.44 NA [4,] 0.38 0.38 0.40 0.42 0.43 0.44 NA [5,] 0.38 0.38 0.41 0.42 0.43 0.45 NA [6,] 0.38 0.39 0.41 0.42 0.43 0.45 NA [7,] 0.38 0.39 0.41 0.42 0.44 0.45 NA [8,] 0.38 0.38 0.41 0.42 0.44 0.45 NA [9,] 0.38 0.38 0.41 0.42 0.44 0.45 NA [10,] 0.38 0.38 0.42 0.42 0.44 0.45 NA [11,] 0.38 0.38 0.42 0.42 0.44 0.45 NA [12,] 0.38 0.39 0.42 0.42 0.44 0.45 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/1ckfo1356868748.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/23x9o1356868748.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/387on1356868748.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/44thi1356868748.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,] 0.360 0.37 0.37 0.38 0.380 0.380 0.380 0.380 0.380 0.38 0.38 0.38 [2,] 0.370 0.37 0.38 0.38 0.380 0.390 0.390 0.380 0.380 0.38 0.38 0.39 [3,] 0.405 0.41 0.41 0.41 0.415 0.415 0.415 0.415 0.415 0.42 0.42 0.42 [4,] 0.420 0.43 0.44 0.43 0.430 0.430 0.440 0.440 0.440 0.44 0.44 0.44 [5,] 0.440 0.44 0.44 0.44 0.450 0.450 0.450 0.450 0.450 0.45 0.45 0.45 $n [1] 6 6 6 6 6 6 6 6 6 6 6 6 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 0.3727484 0.3712981 0.3712981 0.3777484 0.3827484 0.3891987 0.3827484 [2,] 0.4372516 0.4487019 0.4487019 0.4422516 0.4472516 0.4408013 0.4472516 [,8] [,9] [,10] [,11] [,12] [1,] 0.3762981 0.3762981 0.3812981 0.3812981 0.3877484 [2,] 0.4537019 0.4537019 0.4587019 0.4587019 0.4522516 $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(0.36, 0.37, 0.405, 0.42, 0.44, 0.37, 0.37, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/5nhqr1356868748.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,] 0.38 0.370 0.390 0.42 0.42 0.44 NA [2,] 0.38 0.375 0.400 0.42 0.43 0.44 NA [3,] 0.38 0.380 0.410 0.42 0.44 0.45 NA [4,] 0.38 0.385 0.415 0.42 0.44 0.45 NA [5,] 0.38 0.390 0.420 0.42 0.44 0.45 NA $n [1] 12 12 12 12 12 12 0 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 0.38 0.3754389 0.4031584 0.42 0.4354389 0.4454389 NA [2,] 0.38 0.3845611 0.4168416 0.42 0.4445611 0.4545611 NA $out [1] 0.36 0.37 $group [1] 1 1 $names [1] "1" "2" "3" "4" "5" "6" NA Warning message: In bxp(list(stats = c(0.38, 0.38, 0.38, 0.38, 0.38, 0.37, 0.375, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/6a3vz1356868748.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,] 0.02562551 0.07 0.0325 [2,] 0.02735566 0.07 0.0400 [3,] 0.02943920 0.07 0.0450 [4,] 0.02972008 0.07 0.0475 [5,] 0.03162278 0.07 0.0500 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 0.02836078 0.07 0.0415792 [2,] 0.03051763 0.07 0.0484208 $out [1] 0.08 0.06 $group [1] 2 2 $names [1] "S.D." "Range" "IQR" Warning message: In bxp(list(stats = c(0.0256255081250434, 0.0273556649589086, 0.0294392028877595, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > try(system("convert tmp/1ckfo1356868748.ps tmp/1ckfo1356868748.png",intern=TRUE)) character(0) > try(system("convert tmp/23x9o1356868748.ps tmp/23x9o1356868748.png",intern=TRUE)) character(0) > try(system("convert tmp/387on1356868748.ps tmp/387on1356868748.png",intern=TRUE)) character(0) > try(system("convert tmp/44thi1356868748.ps tmp/44thi1356868748.png",intern=TRUE)) character(0) > try(system("convert tmp/5nhqr1356868748.ps tmp/5nhqr1356868748.png",intern=TRUE)) character(0) > try(system("convert tmp/6a3vz1356868748.ps tmp/6a3vz1356868748.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 3.112 0.581 3.762