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Data:
369.07 369.32 370.38 371.63 371.32 371.51 369.69 368.18 366.87 366.94 368.27 369.62 370.47 371.44 372.39 373.32 373.77 373.13 371.51 369.59 368.12 368.38 369.64 371.11 372.38 373.08 373.87 374.93 375.58 375.44 373.91 371.77 370.72 370.5 372.19 373.71 374.92 375.63 376.51 377.75 378.54 378.21 376.65 374.28 373.12 373.1 374.67 375.97 377.03 377.87 378.88 380.42 380.62 379.66 377.48 376.07 374.1 374.47 376.15 377.51 378.43 379.7 380.91 382.2 382.45 382.14 380.6 378.6 376.72 376.98 378.29 380.07 381.36 382.19 382.65 384.65 384.94 384.01 382.15 380.33 378.81 379.06 380.17 381.85 382.88 383.77 384.42 386.36 386.53 386.01 384.45 381.96 380.81 381.09 382.37 383.84 385.42 385.72 385.96 387.18 388.5 387.88 386.38 384.15 383.07 382.98 384.11 385.54 386.92 387.41 388.77 389.46 390.18 389.43 387.74 385.91 384.77 384.38 385.99 387.26 388.45 389.7 391.08 392.46 392.96 392.03 390.13 388.15 386.8 387.18 388.59
Seasonal Period
12
12
1
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6
12
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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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