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Type 'q()' to quit R. > x <- c(1165010 + ,1160665 + ,1156265 + ,1147162.5 + ,1237238.75 + ,1232481.25 + ,1165010 + ,1120157.5 + ,1124488.75 + ,1124488.75 + ,1129328.75 + ,1138005 + ,1151507.5 + ,1151507.5 + ,1142831.25 + ,1120157.5 + ,1237238.75 + ,1255086.25 + ,1228136.25 + ,1165010 + ,1192015 + ,1151507.5 + ,1169781.25 + ,1178512.5 + ,1187615 + ,1165010 + ,1169781.25 + ,1138005 + ,1237238.75 + ,1268588.75 + ,1241638.75 + ,1192015 + ,1245983.75 + ,1187615 + ,1241638.75 + ,1237238.75 + ,1250755 + ,1201131.25 + ,1255086.25 + ,1250755 + ,1331715 + ,1313441.25 + ,1241638.75 + ,1205462.5 + ,1255086.25 + ,1187615 + ,1237238.75 + ,1245983.75 + ,1264257.5 + ,1223805 + ,1245983.75 + ,1259486.25 + ,1309110 + ,1268588.75 + ,1214633.75 + ,1156265 + ,1210288.75 + ,1061788.75 + ,1133660 + ,1174112.5 + ,1214633.75 + ,1156265 + ,1156265 + ,1156265 + ,1187615 + ,1142831.25 + ,1084036.25 + ,1034838.75 + ,1070533.75 + ,931205 + ,1016578.75 + ,1066188.75 + ,1075305 + ,1025681.25 + ,1030012.5 + ,1016578.75 + ,1061788.75 + ,1030012.5 + ,967381.25 + ,922102.5 + ,998662.5 + ,832383.75 + ,940362.5 + ,989560 + ,989560 + ,931205 + ,877236.25 + ,872905 + ,922102.5 + ,877236.25 + ,791931.25 + ,733136.25 + ,796276.25 + ,647831.25 + ,782760 + ,854562.5 + ,877236.25 + ,827626.25 + ,764926.25 + ,809778.75 + ,827626.25 + ,814110 + ,679126.25 + ,616481.25 + ,661278.75 + ,526350 + ,665678.75 + ,715302.5 + ,755755 + ,688283.75 + ,625157.5 + ,661278.75 + ,679126.25 + ,643431.25 + ,508502.5 + ,449707.5 + ,503676.25 + ,355231.25 + ,517178.75 + ,616481.25) > 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-Mean Plot (v1.0.6) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_smp.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > # > par1 <- as.numeric(par1) > (n <- length(x)) [1] 120 > (np <- floor(n / par1)) [1] 10 > arr <- array(NA,dim=c(par1,np)) > j <- 0 > k <- 1 > for (i in 1:(np*par1)) + { + j = j + 1 + arr[j,k] <- x[i] + if (j == par1) { + j = 0 + k=k+1 + } + } > arr [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [1,] 1165010 1151508 1187615 1250755 1264258 1214634 1075305.0 989560.0 [2,] 1160665 1151508 1165010 1201131 1223805 1156265 1025681.2 931205.0 [3,] 1156265 1142831 1169781 1255086 1245984 1156265 1030012.5 877236.2 [4,] 1147162 1120158 1138005 1250755 1259486 1156265 1016578.8 872905.0 [5,] 1237239 1237239 1237239 1331715 1309110 1187615 1061788.8 922102.5 [6,] 1232481 1255086 1268589 1313441 1268589 1142831 1030012.5 877236.2 [7,] 1165010 1228136 1241639 1241639 1214634 1084036 967381.2 791931.2 [8,] 1120158 1165010 1192015 1205462 1156265 1034839 922102.5 733136.2 [9,] 1124489 1192015 1245984 1255086 1210289 1070534 998662.5 796276.2 [10,] 1124489 1151508 1187615 1187615 1061789 931205 832383.8 647831.2 [11,] 1129329 1169781 1241639 1237239 1133660 1016579 940362.5 782760.0 [12,] 1138005 1178512 1237239 1245984 1174112 1066189 989560.0 854562.5 [,9] [,10] [1,] 877236.2 755755.0 [2,] 827626.2 688283.8 [3,] 764926.2 625157.5 [4,] 809778.8 661278.8 [5,] 827626.2 679126.2 [6,] 814110.0 643431.2 [7,] 679126.2 508502.5 [8,] 616481.2 449707.5 [9,] 661278.8 503676.2 [10,] 526350.0 355231.2 [11,] 665678.8 517178.8 [12,] 715302.5 616481.2 > arr.mean <- array(NA,dim=np) > arr.sd <- array(NA,dim=np) > arr.range <- array(NA,dim=np) > for (j in 1:np) + { + arr.mean[j] <- mean(arr[,j],na.rm=TRUE) + arr.sd[j] <- sd(arr[,j],na.rm=TRUE) + arr.range[j] <- max(arr[,j],na.rm=TRUE) - min(arr[,j],na.rm=TRUE) + } > arr.mean [1] 1158358.4 1178607.6 1209364.1 1247992.4 1210165.0 1101438.0 990819.3 [8] 839728.5 732126.8 583650.8 > arr.sd [1] 39254.93 41649.90 40853.51 41799.49 68837.47 82068.37 67492.61 [8] 94070.50 105040.60 116252.84 > arr.range [1] 117081.2 134928.8 130583.8 144100.0 247321.2 283428.8 242921.2 341728.8 [9] 350886.2 400523.8 > (lm1 <- lm(arr.sd~arr.mean)) Call: lm(formula = arr.sd ~ arr.mean) Coefficients: (Intercept) arr.mean 1.857e+05 -1.132e-01 > (lnlm1 <- lm(log(arr.sd)~log(arr.mean))) Call: lm(formula = log(arr.sd) ~ log(arr.mean)) Coefficients: (Intercept) log(arr.mean) 30.217 -1.386 > (lm2 <- lm(arr.range~arr.mean)) Call: lm(formula = arr.range ~ arr.mean) Coefficients: (Intercept) arr.mean 6.477e+05 -3.983e-01 > postscript(file="/var/wessaorg/rcomp/tmp/1o6c71377065085.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(arr.mean,arr.sd,main='Standard Deviation-Mean Plot',xlab='mean',ylab='standard deviation') > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/2czju1377065085.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(arr.mean,arr.range,main='Range-Mean Plot',xlab='mean',ylab='range') > dev.off() null device 1 > > #Note: the /var/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab > load(file="/var/wessaorg/rcomp/createtable") > > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Standard Deviation-Mean Plot',4,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Section',header=TRUE) > a<-table.element(a,'Mean',header=TRUE) > a<-table.element(a,'Standard Deviation',header=TRUE) > a<-table.element(a,'Range',header=TRUE) > a<-table.row.end(a) > for (j in 1:np) { + a<-table.row.start(a) + a<-table.element(a,j,header=TRUE) + a<-table.element(a,arr.mean[j]) + a<-table.element(a,arr.sd[j] ) + a<-table.element(a,arr.range[j] ) + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/3vgt91377065085.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Regression: S.E.(k) = alpha + beta * Mean(k)',2,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'alpha',header=TRUE) > a<-table.element(a,lm1$coefficients[[1]]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'beta',header=TRUE) > a<-table.element(a,lm1$coefficients[[2]]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'S.D.',header=TRUE) > a<-table.element(a,summary(lm1)$coefficients[2,2]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'T-STAT',header=TRUE) > a<-table.element(a,summary(lm1)$coefficients[2,3]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'p-value',header=TRUE) > a<-table.element(a,summary(lm1)$coefficients[2,4]) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/4voa51377065085.tab") > a<-table.start() > a<-table.row.start(a) > a<-table.element(a,'Regression: ln S.E.(k) = alpha + beta * ln Mean(k)',2,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'alpha',header=TRUE) > a<-table.element(a,lnlm1$coefficients[[1]]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'beta',header=TRUE) > a<-table.element(a,lnlm1$coefficients[[2]]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'S.D.',header=TRUE) > a<-table.element(a,summary(lnlm1)$coefficients[2,2]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'T-STAT',header=TRUE) > a<-table.element(a,summary(lnlm1)$coefficients[2,3]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'p-value',header=TRUE) > a<-table.element(a,summary(lnlm1)$coefficients[2,4]) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'Lambda',header=TRUE) > a<-table.element(a,1-lnlm1$coefficients[[2]]) > a<-table.row.end(a) > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/5mdgw1377065085.tab") > > try(system("convert tmp/1o6c71377065085.ps tmp/1o6c71377065085.png",intern=TRUE)) character(0) > try(system("convert tmp/2czju1377065085.ps tmp/2czju1377065085.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 1.463 0.406 1.848