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Data:
9.1 9.27 9.59 10.64 12.17 12.81 12.33 11.92 11.92 12.17 12.33 10.39 10.96 11.44 11.36 11.84 11.2 12.17 11.92 11.92 12.73 12.89 15.47 17 14.91 13.62 12.89 12.33 12.33 11.36 10.96 11.36 10.15 9.35 9.59 9.59 9.67 9.19 9.02 8.94 8.38 8.3 8.14 8.3 8.54 9.02 9.27 9.02 9.02 8.38 8.46 7.9 7.17 7.25 7.33 7.41 7.98 7.65 7.41 7.57 7.41 7.49 7.49 8.14 8.38 8.22 8.46 7.98 8.06 8.06 8.54 9.75 12.17 15.23 15.79 15.39 14.34 13.78 13.21 12.65 11.84 11.84 11.6 11.04 10.64 10.39 10.15 9.67 9.67 9.91 9.91 9.91 9.71 9.51 9.32 9.12 9.22 9.22 8.92 8.82 8.82 8.82 8.72 8.34 8.14 8.14 8.04 8.04 8.04 8.14 8.24 8.34 8.53 8.63 8.53 8.72 9.11 8.92 8.82 9.21 9.21 9.4 9.6 9.69 9.74 10.64 12.82 15.06 17.3 20.04 17.9 16.77 17.07 17.1 17.53 17.7 17.37 17.13 17.13 16.7 15.23 13.66 12.96 13.39 13.73 13.86 14.36 14.09 13.89 14.03 14.73 16.3 17.3 17.6 18 19.54 22.34 24.08 23.85 24.08 25.98 26.55 26.75 26.88 26.78 27.18 28.15 28.92 29.16 29.62 29.92 30.26 30.62 31.03 31.56 32.46 33.4 34.8 36.67 38.84 40.51 41.85 44.45 49.33 53.84 56.94 60.61 65.22 72.57 82.38 90.93 96.5 99.6 103.9 107.6 109.6 113.6 118.3 124 130.7 136.2 140.3 144.5 148.2 152.4 156.9 160.5 163 166.6 172.2 177.1 179.9 184 188.9 195.3 201.6 207.34 215.3 214.54
Seasonal Period
1
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(myx,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') bitmap(file='pic0.png') op <- par(mfrow=c(2,2)) plot(x,type='l',xlab='time',ylab='value',main='d=0, D=0') plot(diff(x,lag=1,differences=1),type='l',xlab='time',ylab='value',main='d=1, D=0') plot(diff(x,lag=par1,differences=1),type='l',xlab='time',ylab='value',main='d=0, D=1') plot(diff(diff(x,lag=1,differences=1),lag=par1,differences=1),type='l',xlab='time',ylab='value',main='d=1, D=1') par(op) dev.off()
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