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 resi-
duals are white noises.