Therefore, the SARIMA is
extended into SARIMA model with external variables, called
SARIMAX ð Þ p; d; q x P ð Þ ; D; Q SX, where X is the vector of external
variables. Using Eq. (1), the general SARIMAX model can be
expressed as (Cools et al., 2009; Peter and Silvia, 2012)