source("ftp://stat.ethz.ch/NDK/Source-WBL-1/R/f.acf.R") t.h <- 4; t.w <- 6 set.seed(7) #ps.latex("/u/sfs/wbl1/ueb/aufgaben/zeit-arima-modellwahl-1.ps", main.space=T, height=t.h, width=t.w) ts1 <- arima.sim(n=200, model=list(order=c(2,0,1), ar=c(0.8, -0.2), ma=c(0.7))) f.acf(ts1, main="Zeitreihe 1") #ps.end() #ps.latex("/u/sfs/wbl1/ueb/aufgaben/zeit-arima-modellwahl-2.ps", main.space=T, height=t.h, width=t.w) ts2 <- arima.sim(n=200, model=list(order=c(1,0,3), ar=-0.6, ma=c(-0.7,0.4,0.6))) f.acf(ts2, main="Zeitreihe 2") #ps.end() #ps.latex("/u/sfs/wbl1/ueb/aufgaben/zeit-arima-modellwahl-3.ps", main.space=T, height=t.h, width=t.w) ts3 <- arima.sim(n=199, model=list(order=c(2,1,0), ar=c(0.4, -0.5))) f.acf(ts3, main="Zeitreihe 3") #ps.end() #ps.latex("/u/sfs/wbl1/ueb/aufgaben/zeit-arima-modellwahl-4.ps", main.space=T, height=t.h, width=t.w) f.acf(diff(ts3), main="diff(Zeitreihe 3)") #ps.end() t.dat <- data.frame(ts1=ts1,ts2=ts2,ts3=ts3) str(t.dat) ##write.table(t.dat,file="/u/ftp/Teaching/Datasets/NDK/ARIMAsim2.dat", ## row.names=F, col.names=T) t.url <- "http://stat.ethz.ch/Teaching/Datasets/NDK/ARIMAsim2.dat" t.d <- ts(read.table(t.url, header=T)) str(t.d) plot(t.d)