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Data:
15 14.4 13.5 12.8 12.3 12.2 14.5 17.2 18 18.1 18 18.3 18.7 18.6 18.3 17.9 17.4 17.4 20.1 23.2 24.2 24.2 23.9 23.8 23.8 23.3 22.4 21.5 20.5 19.9 22 24.9 25.7 25.3 24.4 23.8 23.5 23 22.2 21.4 20.3 19.5 21.7 24.7 25.3 24.9 24.1 23.4 23.1 22.4 21.3 20.3 19.3 18.7 21 24 24.8 24.2 23.3 22.7 22.3 21.8 21.2 20.5 19.7 19.2 21.2 23.9 24.8 24.2 23 22.2 21.8 21.2 20.5 19.7 19 18.4 20.7 24.5 26 25.2 24.1 23.7 23.5 23.1 22.7 22.5 21.7 20.5 21.9 22.9 21.5 19 17 16.1 15.9 15.7 15.1 14.8 14.3 14.5 18.9 21.6 20.4 17.9 15.7 14.5 14 13.9 14.4 15.8 15.6 14.7 16.7 17.9 18.7 20.1 19.5 19.4 18.6 17.8 17.1 16.5 15.5 14.9 18.6 19.1 18.8 18.2 18 19 20.7 21.2 20.7 19.6 18.6 18.7 23.8 24.9 24.8 23.8 22.3 21.7 20.7 19.7 18.4 17.4 17 18 23.8 25.5 25.6 23.7 22 21.3 20.7 20.4 20.3 20.4 19.8 19.5 23.1 23.5 23.5 22.9 21.9 21.5 20.5 20.2 19.4 19.2 18.8 18.8 22.6 23.3 23 21.4 19.9 18.8 18.6 18.4 18.6 19.9 19.2 18.4 21.1 20.5 19.1 18.1 17 17.1 17.4 16.8 15.3 14.3 13.4 15.3 22.1 23.7 22.2 19.5 16.6 17.3 19.8 21.2 21.5 20.6 19.1 19.6 23.5 24 23.2 21.2
Seasonal Period
12
12
1
2
3
4
6
12
Chart options
R Code
par1 <- as.numeric(par1) n <- length(x) sx <- sort(x) load(file='createtable') a<-table.start() a<-table.row.start(a) a<-table.element(a,'Variance Reduction Matrix',6,TRUE) a<-table.row.end(a) for (bigd in 0:2) { for (smalld in 0:3) { mylabel <- 'V(Y[t],d=' mylabel <- paste(mylabel,as.character(smalld),sep='') mylabel <- paste(mylabel,',D=',sep='') mylabel <- paste(mylabel,as.character(bigd),sep='') mylabel <- paste(mylabel,')',sep='') a<-table.row.start(a) a<-table.element(a,mylabel,header=TRUE) myx <- x if (smalld > 0) myx <- diff(x,lag=1,differences=smalld) if (bigd > 0) myx <- diff(myx,lag=par1,differences=bigd) a<-table.element(a,var(myx)) a<-table.element(a,'Range',header=TRUE) a<-table.element(a,max(myx)-min(myx)) a<-table.element(a,'Trim Var.',header=TRUE) smyx <- sort(myx) sn <- length(smyx) a<-table.element(a,var(smyx[smyx>quantile(smyx,0.05) & smyx<quantile(smyx,0.95)])) a<-table.row.end(a) } } a<-table.end(a) table.save(a,file='mytable.tab')
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Big Analytics Cloud Computing Center
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