20 ARMA Identification

The stages in the construction of a univariate ARIMA model are:

1. Identification
2. Estimation
3. Diagnosis

Box and Jenkin suggest a process for identifying, estimating, and checking models for a specific time series dataset. This process is now referred to as the Box-Jenkins Method.