5. Application of SARIMAX models
The SARIMAX modeling can be carried out in two steps:
(i) developing a SARIMA model and (ii) the predicted values of
SARIMA model are included as an input variable along with
external variables using MLR and QR. Then, the diagnosis and
parameter significance testing are performed to check the residuals
are white noises.