x <- c(21571,21493,21422,21272,22747,22676,21571,20831,20909,20909,20980,21130,21051,21643,21864,21643,22455,21935,20759,20467,20467,20610,20026,20467,20097,20467,21051,21272,21792,21571,20246,19726,19506,19726,19363,19506,19064,19805,20168,20246,21643,21643,19805,19363,19363,19584,18622,18180,17668,17817,18480,17960,19363,19584,18180,17668,17375,17668,16855,16563,15388,15680,15751,15830,17226,17076,15388,14647,14355,14725,13322,12367,10601,10750,10750,10601,11854,11926,10451,10159,9568,10380,8905,8022,6333,6697,6255,6404,7509,7730,6996,6917,6917,7879,6184,5079,3163,4709,4488,4566,6333,6112,5300,5671,5671,6996,5450,4566,3163,5008,4859,4930,6476,6333,5813,5892,6255,7067,5813,4787) par2 = '12' par1 = 'additive' #'GNU S' R Code compiled by R2WASP v. 1.0.44 () #Author: Prof. Dr. P. Wessa #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/ #Source of accompanying publication: Office for Research, Development, and Education #Technical description: Write here your technical program description (don't use hard returns!) par2 <- as.numeric(par2) x <- ts(x,freq=par2) m <- decompose(x,type=par1) m$figure postscript(file="/var/wessaorg/rcomp/tmp/1jyay1313498513.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) plot(m) dev.off() mylagmax <- length(x)/2 postscript(file="/var/wessaorg/rcomp/tmp/2mwgb1313498513.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$random),na.action=na.pass,lag.max = mylagmax,main='Random') par(op) dev.off() postscript(file="/var/wessaorg/rcomp/tmp/3g6cf1313498513.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) op <- par(mfrow = c(2,2)) spectrum(as.numeric(x),main='Observed') spectrum(as.numeric(m$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$random)]),main='Random') par(op) dev.off() postscript(file="/var/wessaorg/rcomp/tmp/4257k1313498513.ps",horizontal=F,onefile=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) op <- par(mfrow = c(2,2)) cpgram(as.numeric(x),main='Observed') cpgram(as.numeric(m$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$random)]),main='Random') par(op) dev.off() #Note: the /var/wessaorg/rcomp/createtable file can be downloaded at http://www.wessa.net/cretab load(file="/var/wessaorg/rcomp/createtable") a<-table.start() a<-table.row.start(a) a<-table.element(a,'Classical Decomposition by Moving Averages',6,TRUE) a<-table.row.end(a) a<-table.row.start(a) a<-table.element(a,'t',header=TRUE) a<-table.element(a,'Observations',header=TRUE) a<-table.element(a,'Fit',header=TRUE) a<-table.element(a,'Trend',header=TRUE) a<-table.element(a,'Seasonal',header=TRUE) a<-table.element(a,'Random',header=TRUE) a<-table.row.end(a) for (i in 1:length(m$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/5lble1313498513.tab") try(system("convert tmp/1jyay1313498513.ps tmp/1jyay1313498513.png",intern=TRUE)) try(system("convert tmp/2mwgb1313498513.ps tmp/2mwgb1313498513.png",intern=TRUE)) try(system("convert tmp/3g6cf1313498513.ps tmp/3g6cf1313498513.png",intern=TRUE)) try(system("convert tmp/4257k1313498513.ps tmp/4257k1313498513.png",intern=TRUE))