OPTION LINESIZE=80; DATA IBM; N=_N_; INFILE IBMCP; INPUT PRICE @@; DPRICE=DIF(PRICE); D5PRICE=DIF5(PRICE); D12PRICE=DIF12(PRICE); PROC ARIMA; IDENTIFY VAR=PRICE(1); IDENTIFY VAR=PRICE(12); IDENTIFY VAR=PRICE(5); * PROC STANDARD WILL CONVERT YOUR SERIES TO STANDARDIZED Z VALUES, THIS LETS ; * YOU DETERMINE IF OUTLIERS HAVE BEEN CREATED BECAUSE OF DIFFERENCING ETC. ; PROC STANDARD MEAN=0 STD=1; VAR PRICE DPRICE D5PRICE D12PRICE; PROC TIMEPLOT; PLOT PRICE='*'; ID N; PROC TIMEPLOT; PLOT DPRICE='D'; ID N;