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Type 'q()' to quit R. > x <- c(84.51,84.54,84.27,84.47,84.25,84.33,84.29,84.53,84.01,84.18,84.08,83.44,83.61,83.89,83.4,82.96,82.76,83.35,87.78,88.99,88.92,88.91,89.79,90.54,93.15,92.79,93.21,95.35,100.91,103.69,104.04,104.16,104.71,105.18,104.92,104.83,104.9,105.05,104.6,103.21,102.52,101.09,101.19,102.34,102.62,102.47,101.82,101.86,101.54,101.98,101.23,100.4,99.94,99.94,100,98.8,99.07,99.46,99.18,98.47,97.12,96.91,96.09,97.17,96.8,97.13,99.9,100.56,100.84,99.81,100.44,100.07,101.32,103.98,104.81,106.23,106.48,107.59,107.16,107.54,107.1,106.38,106.64,106.13) > par1 = '12' > par1 <- '12' > #'GNU S' R Code compiled by R2WASP v. 1.2.327 (Mon, 30 Nov 2015 07:01:18 +0000) > #Author: root > #To cite this work: Wessa P., (2015), Mean Plot (v1.0.5) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_meanplot.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > # > par1 <- as.numeric(par1) > x <- na.omit(x) > (n <- length(x)) [1] 84 > (np <- floor(n / par1)) [1] 7 > arr <- array(NA,dim=c(par1,np+1)) > darr <- array(NA,dim=c(par1,np+1)) > ari <- array(0,dim=par1) > dx <- diff(x) > j <- 0 > for (i in 1:n) + { + j = j + 1 + ari[j] = ari[j] + 1 + arr[j,ari[j]] <- x[i] + darr[j,ari[j]] <- dx[i] + if (j == par1) j = 0 + } > ari [1] 7 7 7 7 7 7 7 7 7 7 7 7 > arr [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 84.51 83.61 93.15 104.90 101.54 97.12 101.32 NA [2,] 84.54 83.89 92.79 105.05 101.98 96.91 103.98 NA [3,] 84.27 83.40 93.21 104.60 101.23 96.09 104.81 NA [4,] 84.47 82.96 95.35 103.21 100.40 97.17 106.23 NA [5,] 84.25 82.76 100.91 102.52 99.94 96.80 106.48 NA [6,] 84.33 83.35 103.69 101.09 99.94 97.13 107.59 NA [7,] 84.29 87.78 104.04 101.19 100.00 99.90 107.16 NA [8,] 84.53 88.99 104.16 102.34 98.80 100.56 107.54 NA [9,] 84.01 88.92 104.71 102.62 99.07 100.84 107.10 NA [10,] 84.18 88.91 105.18 102.47 99.46 99.81 106.38 NA [11,] 84.08 89.79 104.92 101.82 99.18 100.44 106.64 NA [12,] 83.44 90.54 104.83 101.86 98.47 100.07 106.13 NA > darr [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 0.03 0.28 -0.36 0.15 0.44 -0.21 2.66 NA [2,] -0.27 -0.49 0.42 -0.45 -0.75 -0.82 0.83 NA [3,] 0.20 -0.44 2.14 -1.39 -0.83 1.08 1.42 NA [4,] -0.22 -0.20 5.56 -0.69 -0.46 -0.37 0.25 NA [5,] 0.08 0.59 2.78 -1.43 0.00 0.33 1.11 NA [6,] -0.04 4.43 0.35 0.10 0.06 2.77 -0.43 NA [7,] 0.24 1.21 0.12 1.15 -1.20 0.66 0.38 NA [8,] -0.52 -0.07 0.55 0.28 0.27 0.28 -0.44 NA [9,] 0.17 -0.01 0.47 -0.15 0.39 -1.03 -0.72 NA [10,] -0.10 0.88 -0.26 -0.65 -0.28 0.63 0.26 NA [11,] -0.64 0.75 -0.09 0.04 -0.71 -0.37 -0.51 NA [12,] 0.17 2.61 0.07 -0.32 -1.35 1.25 NA NA > arr.mean <- array(NA,dim=par1) > arr.median <- array(NA,dim=par1) > arr.midrange <- array(NA,dim=par1) > for (j in 1:par1) + { + arr.mean[j] <- mean(arr[j,],na.rm=TRUE) + arr.median[j] <- median(arr[j,],na.rm=TRUE) + arr.midrange[j] <- (quantile(arr[j,],0.75,na.rm=TRUE) + quantile(arr[j,],0.25,na.rm=TRUE)) / 2 + } > overall.mean <- mean(x) > overall.median <- median(x) > overall.midrange <- (quantile(x,0.75) + quantile(x,0.25)) / 2 > postscript(file="/var/wessaorg/rcomp/tmp/1tn101457465321.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(arr.mean,type='b',ylab='mean',main='Mean Plot',xlab='Periodic Index') > mtext(paste('#blocks = ',np)) > abline(overall.mean,0) > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/23mbm1457465321.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(arr.median,type='b',ylab='median',main='Median Plot',xlab='Periodic Index') > mtext(paste('#blocks = ',np)) > abline(overall.median,0) > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/31xay1457465321.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(arr.midrange,type='b',ylab='midrange',main='Midrange Plot',xlab='Periodic Index') > mtext(paste('#blocks = ',np)) > abline(overall.midrange,0) > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/4exiy1457465321.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] [1,] 83.61 83.890 83.400 82.960 82.760 83.35 84.290 84.530 84.010 [2,] 88.83 88.665 88.740 89.910 90.525 90.73 93.840 93.895 93.995 [3,] 97.12 96.910 96.090 97.170 99.940 99.94 100.000 100.560 100.840 [4,] 101.43 102.980 102.915 101.805 101.715 102.39 102.615 103.250 103.665 [5,] 104.90 105.050 104.810 106.230 106.480 107.59 107.160 107.540 107.100 [,10] [,11] [,12] [1,] 84.180 84.080 83.440 [2,] 94.185 94.485 94.505 [3,] 99.810 100.440 100.070 [4,] 103.825 103.370 103.345 [5,] 106.380 106.640 106.130 $n [1] 7 7 7 7 7 7 7 7 7 7 7 7 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [1,] 89.59548 88.36131 87.62492 90.0665 93.25751 92.97684 94.75971 [2,] 104.64452 105.45869 104.55508 104.2735 106.62249 106.90316 105.24029 [,8] [,9] [,10] [,11] [,12] [1,] 94.97334 95.06523 94.05315 95.13402 94.79089 [2,] 106.14666 106.61477 105.56685 105.74598 105.34911 $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(83.61, 88.83, 97.12, 101.43, 104.9, 83.89, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/5hcwd1457465321.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > z <- data.frame(t(darr)) > names(z) <- c(1:par1) > (boxplot(z,notch=TRUE,col='grey',xlab='Periodic Index',ylab='Value',main='Notched Box Plots - Differenced Periodic Subseries')) $stats [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [1,] -0.36 -0.820 -1.390 -0.690 0.00 -0.43 0.120 -0.520 -1.030 -0.650 -0.710 [2,] -0.09 -0.620 -0.635 -0.415 0.04 0.01 0.180 -0.255 -0.435 -0.270 -0.575 [3,] 0.15 -0.450 0.200 -0.220 0.33 0.10 0.380 0.270 -0.010 -0.100 -0.370 [4,] 0.36 0.075 1.250 0.025 0.85 1.56 0.905 0.280 0.280 0.445 -0.025 [5,] 0.44 0.830 2.140 0.250 1.11 2.77 1.210 0.550 0.470 0.880 0.750 [,12] [1,] -1.35 [2,] -0.32 [3,] 0.12 [4,] 1.25 [5,] 2.61 $n [1] 7 7 7 7 7 7 7 7 7 7 7 6 $conf [,1] [,2] [,3] [,4] [,5] [,6] [1,] -0.1187327 -0.86504279 -0.9256916 -0.4827609 -0.1537189 -0.825635 [2,] 0.4187327 -0.03495721 1.3256916 0.0427609 0.8137189 1.025635 [,7] [,8] [,9] [,10] [,11] [,12] [1,] -0.0529583 -0.04949337 -0.4369865 -0.5269865 -0.69845113 -0.8927007 [2,] 0.8129583 0.58949337 0.4169865 0.3269865 -0.04154887 1.1327007 $out [1] 2.66 5.56 2.78 -1.43 4.43 -1.20 $group [1] 1 4 5 5 6 7 $names [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" Warning message: In bxp(list(stats = c(-0.359999999999999, -0.0900000000000034, 0.149999999999991, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/6hpxz1457465321.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] [,8] [1,] 84.01 82.760 92.790 101.090 98.470 96.090 103.98 NA [2,] 84.13 83.375 94.280 101.840 99.125 97.015 105.47 NA [3,] 84.28 85.835 103.865 102.495 99.940 98.490 106.43 NA [4,] 84.49 88.955 104.770 103.905 100.815 100.255 107.13 NA [5,] 84.54 90.540 105.180 105.050 101.980 100.840 107.59 NA $n [1] 12 12 12 12 12 12 12 0 $conf [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 84.1158 83.28992 99.08044 101.5531 99.16918 97.01221 105.6729 NA [2,] 84.4442 88.38008 108.64956 103.4369 100.71082 99.96779 107.1871 NA $out [1] 83.44 101.32 $group [1] 1 7 $names [1] "1" "2" "3" "4" "5" "6" "7" NA Warning message: In bxp(list(stats = c(84.01, 84.13, 84.28, 84.49, 84.54, 82.76, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/7qng61457465321.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > z <- data.frame(cbind(arr.mean,arr.median,arr.midrange)) > names(z) <- list('mean','median','midrange') > (boxplot(z,notch=TRUE,col='grey',ylab='Overall Central Tendency',main='Notched Box Plots')) $stats [,1] [,2] [,3] [1,] 95.16429 96.090 95.13000 [2,] 95.63786 97.145 95.84250 [3,] 97.24857 99.940 97.39375 [4,] 98.09000 100.255 98.87750 [5,] 98.18143 100.840 99.00500 $n [1] 12 12 12 $conf [,1] [,2] [,3] [1,] 96.13013 98.52151 96.00947 [2,] 98.36701 101.35849 98.77803 $out numeric(0) $group numeric(0) $names [1] "mean" "median" "midrange" Warning message: In bxp(list(stats = c(95.1642857142857, 95.6378571428571, 97.2485714285714, : some notches went outside hinges ('box'): maybe set notch=FALSE > dev.off() null device 1 > > try(system("convert tmp/1tn101457465321.ps tmp/1tn101457465321.png",intern=TRUE)) character(0) > try(system("convert tmp/23mbm1457465321.ps tmp/23mbm1457465321.png",intern=TRUE)) character(0) > try(system("convert tmp/31xay1457465321.ps tmp/31xay1457465321.png",intern=TRUE)) character(0) > try(system("convert tmp/4exiy1457465321.ps tmp/4exiy1457465321.png",intern=TRUE)) character(0) > try(system("convert tmp/5hcwd1457465321.ps tmp/5hcwd1457465321.png",intern=TRUE)) character(0) > try(system("convert tmp/6hpxz1457465321.ps tmp/6hpxz1457465321.png",intern=TRUE)) character(0) > try(system("convert tmp/7qng61457465321.ps tmp/7qng61457465321.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 2.512 0.448 2.987