R version 2.13.0 (2011-04-13) Copyright (C) 2011 The R Foundation for Statistical Computing ISBN 3-900051-07-0 Platform: i486-pc-linux-gnu (32-bit) R is free software and comes with ABSOLUTELY NO WARRANTY. You are welcome to redistribute it under certain conditions. Type 'license()' or 'licence()' for distribution details. R is a collaborative project with many contributors. Type 'contributors()' for more information and 'citation()' on how to cite R or R packages in publications. Type 'demo()' for some demos, 'help()' for on-line help, or 'help.start()' for an HTML browser interface to help. Type 'q()' to quit R. > x <- c(3028,3017,3007,2986,3193,3183,3028,2924,2935,2935,2945,2966,2955,3038,3069,3038,3152,3079,2914,2873,2873,2893,2811,2873,2821,2873,2955,2986,3059,3028,2842,2769,2738,2769,2718,2738,2676,2780,2831,2842,3038,3038,2780,2718,2718,2749,2614,2552,2480,2501,2594,2521,2718,2749,2552,2480,2439,2480,2366,2325,2160,2201,2211,2222,2418,2397,2160,2056,2015,2067,1870,1736,1488,1509,1509,1488,1664,1674,1467,1426,1343,1457,1250,1126,889,940,878,899,1054,1085,982,971,971,1106,868,713,444,661,630,641,889,858,744,796,796,982,765,641,444,703,682,692,909,889,816,827,878,992,816,672) > par2 = '12' > par1 = 'multiplicative' > par2 <- as.numeric(par2) > x <- ts(x,freq=par2) > m <- decompose(x,type=par1) > m$figure [1] 0.8424491 0.9402364 0.9478050 0.9600941 1.1032235 1.1101633 1.0190413 [8] 1.0163694 1.0172612 1.0939386 0.9980602 0.9513580 > postscript(file="/var/wessaorg/rcomp/tmp/1npfs1344082682.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > plot(m) > dev.off() null device 1 > mylagmax <- length(x)/2 > postscript(file="/var/wessaorg/rcomp/tmp/2y07n1344082682.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- par(mfrow = c(2,2)) > acf(as.numeric(x),lag.max = mylagmax,main='Observed') > acf(as.numeric(m$trend),na.action=na.pass,lag.max = mylagmax,main='Trend') > acf(as.numeric(m$seasonal),na.action=na.pass,lag.max = mylagmax,main='Seasonal') > acf(as.numeric(m$random),na.action=na.pass,lag.max = mylagmax,main='Random') > par(op) > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/3ngzk1344082682.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- par(mfrow = c(2,2)) > spectrum(as.numeric(x),main='Observed') > spectrum(as.numeric(m$trend[!is.na(m$trend)]),main='Trend') > spectrum(as.numeric(m$seasonal[!is.na(m$seasonal)]),main='Seasonal') > spectrum(as.numeric(m$random[!is.na(m$random)]),main='Random') > par(op) > dev.off() null device 1 > postscript(file="/var/wessaorg/rcomp/tmp/4z8fh1344082682.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- par(mfrow = c(2,2)) > cpgram(as.numeric(x),main='Observed') > cpgram(as.numeric(m$trend[!is.na(m$trend)]),main='Trend') > cpgram(as.numeric(m$seasonal[!is.na(m$seasonal)]),main='Seasonal') > cpgram(as.numeric(m$random[!is.na(m$random)]),main='Random') > par(op) > 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,'Classical Decomposition by Moving Averages',6,TRUE) > a<-table.row.end(a) > a<-table.row.start(a) > a<-table.element(a,'t',header=TRUE) > a<-table.element(a,'Observations',header=TRUE) > a<-table.element(a,'Fit',header=TRUE) > a<-table.element(a,'Trend',header=TRUE) > a<-table.element(a,'Seasonal',header=TRUE) > a<-table.element(a,'Random',header=TRUE) > a<-table.row.end(a) > for (i in 1:length(m$trend)) { + a<-table.row.start(a) + a<-table.element(a,i,header=TRUE) + a<-table.element(a,x[i]) + if (par1 == 'additive') a<-table.element(a,m$trend[i]+m$seasonal[i]) else a<-table.element(a,m$trend[i]*m$seasonal[i]) + a<-table.element(a,m$trend[i]) + a<-table.element(a,m$seasonal[i]) + a<-table.element(a,m$random[i]) + a<-table.row.end(a) + } > a<-table.end(a) > table.save(a,file="/var/wessaorg/rcomp/tmp/5pbdk1344082682.tab") > > try(system("convert tmp/1npfs1344082682.ps tmp/1npfs1344082682.png",intern=TRUE)) character(0) > try(system("convert tmp/2y07n1344082682.ps tmp/2y07n1344082682.png",intern=TRUE)) character(0) > try(system("convert tmp/3ngzk1344082682.ps tmp/3ngzk1344082682.png",intern=TRUE)) character(0) > try(system("convert tmp/4z8fh1344082682.ps tmp/4z8fh1344082682.png",intern=TRUE)) character(0) > > > proc.time() user system elapsed 2.361 0.369 2.723