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Type 'q()' to quit R. > x <- c(0.45,0.44,0.42,0.43,0.43,0.47,0.47,0.47,0.47,0.48,0.48,0.48,0.49,0.49,0.47,0.5,0.51,0.5,0.49,0.5,0.51,0.51,0.5,0.53,0.5,0.49,0.46,0.46,0.47,0.49,0.5,0.5,0.51,0.5,0.52,0.5,0.48,0.47,0.43,0.42,0.45,0.5,0.52,0.52,0.51,0.52,0.52,0.51,0.51,0.51,0.48,0.49,0.47,0.51,0.5,0.51,0.51,0.52,0.51,0.52,0.48,0.49,0.47,0.44,0.44,0.47,0.51,0.51,0.52,0.52,0.52,0.52) > 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,] 0.45 0.49 0.50 0.48 0.51 0.48 NA [2,] 0.44 0.49 0.49 0.47 0.51 0.49 NA [3,] 0.42 0.47 0.46 0.43 0.48 0.47 NA [4,] 0.43 0.50 0.46 0.42 0.49 0.44 NA [5,] 0.43 0.51 0.47 0.45 0.47 0.44 NA [6,] 0.47 0.50 0.49 0.50 0.51 0.47 NA [7,] 0.47 0.49 0.50 0.52 0.50 0.51 NA [8,] 0.47 0.50 0.50 0.52 0.51 0.51 NA [9,] 0.47 0.51 0.51 0.51 0.51 0.52 NA [10,] 0.48 0.51 0.50 0.52 0.52 0.52 NA [11,] 0.48 0.50 0.52 0.52 0.51 0.52 NA [12,] 0.48 0.53 0.50 0.51 0.52 0.52 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/12ejb1398711769.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/2w35x1398711769.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/3el7t1398711769.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/43g5o1398711769.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,] 0.450 0.44 0.420 0.42 0.43 0.470 0.47 0.500 0.51 0.480 0.480 0.480 [2,] 0.480 0.47 0.430 0.43 0.44 0.470 0.49 0.500 0.51 0.500 0.500 0.500 [3,] 0.485 0.49 0.465 0.45 0.46 0.495 0.50 0.505 0.51 0.515 0.515 0.515 [4,] 0.500 0.49 0.470 0.49 0.47 0.500 0.51 0.510 0.51 0.520 0.520 0.520 [5,] 0.510 0.51 0.480 0.50 0.51 0.510 0.52 0.520 0.51 0.520 0.520 0.530 $n [1] 6 6 6 6 6 6 6 6 6 6 6 6 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 0.4720994 0.4770994 0.4391987 0.4112981 0.440649 0.475649 0.4870994 [2,] 0.4979006 0.5029006 0.4908013 0.4887019 0.479351 0.514351 0.5129006 [,8] [,9] [,10] [,11] [,12] [1,] 0.4985497 0.51 0.5020994 0.5020994 0.5020994 [2,] 0.5114503 0.51 0.5279006 0.5279006 0.5279006 $out [1] 0.47 0.47 0.52 $group [1] 8 9 9 $names [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" Warning message: In bxp(list(stats = c(0.45, 0.48, 0.485, 0.5, 0.51, 0.44, 0.47, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/5qvuf1398711769.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,] 0.420 0.47 0.46 0.420 0.480 0.44 NA [2,] 0.435 0.49 0.48 0.460 0.495 0.47 NA [3,] 0.470 0.50 0.50 0.505 0.510 0.50 NA [4,] 0.475 0.51 0.50 0.520 0.510 0.52 NA [5,] 0.480 0.53 0.52 0.520 0.520 0.52 NA $n [1] 12 12 12 12 12 12 0 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 0.4517557 0.4908779 0.4908779 0.4776336 0.5031584 0.4771947 NA [2,] 0.4882443 0.5091221 0.5091221 0.5323664 0.5168416 0.5228053 NA $out [1] 0.47 $group [1] 5 $names [1] "1" "2" "3" "4" "5" "6" NA Warning message: In bxp(list(stats = c(0.42, 0.435, 0.47, 0.475, 0.48, 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/6ezem1398711769.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,] 0.01602082 0.040 0.00000 [2,] 0.01697861 0.045 0.01500 [3,] 0.01774768 0.050 0.01750 [4,] 0.02415190 0.065 0.02625 [5,] 0.03265986 0.080 0.03250 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 0.01447589 0.04087787 0.0123688 [2,] 0.02101947 0.05912213 0.0226312 $out [1] 0.05 $group [1] 3 $names [1] "S.D." "Range" "IQR" Warning message: In bxp(list(stats = c(0.0160208197875972, 0.0169786073871833, 0.0177476803408287, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > try(system("convert tmp/12ejb1398711769.ps tmp/12ejb1398711769.png",intern=TRUE)) character(0) > try(system("convert tmp/2w35x1398711769.ps tmp/2w35x1398711769.png",intern=TRUE)) character(0) > try(system("convert tmp/3el7t1398711769.ps tmp/3el7t1398711769.png",intern=TRUE)) character(0) > try(system("convert tmp/43g5o1398711769.ps tmp/43g5o1398711769.png",intern=TRUE)) character(0) > try(system("convert tmp/5qvuf1398711769.ps tmp/5qvuf1398711769.png",intern=TRUE)) character(0) > try(system("convert tmp/6ezem1398711769.ps tmp/6ezem1398711769.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 4.179 0.849 5.058