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Data:
12008.00 9169.00 8788.00 8417.00 8247.00 8197.00 8236.00 8253.00 7733.00 8366.00 8626.00 8863.00 10102.00 8463.00 9114.00 8563.00 8872.00 8301.00 8301.00 8278.00 7736.00 7973.00 8268.00 9476.00 11100.00 8962.00 9173.00 8738.00 8459.00 8078.00 8411.00 8291.00 7810.00 8616.00 8312.00 9692.00 9911.00 8915.00 9452.00 9112.00 8472.00 8230.00 8384.00 8625.00 8221.00 8649.00 8625.00 10443.00 10357.00 8586.00 8892.00 8329.00 8101.00 7922.00 8120.00 7838.00 7735.00 8406.00 8209.00 9451.00 10041.00 9411.00 10405.00 8467.00 8464.00 8102.00 7627.00 7513.00 7510.00 8291.00 8064.00 9383.00 9706.00 8579.00 9474.00 8318.00 8213.00 8059.00 9111.00 7708.00 7680.00 8014.00 8007.00 8718.00 9486.00 9113.00 9025.00 8476.00 7952.00 7759.00 7835.00 7600.00 7651.00 8319.00 8812.00 8630.00
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(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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Big Analytics Cloud Computing Center
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