Identification: This step involves selection of order of differencing (d), order of seasonal differencing (D), seasonal length
(S), non-seasonal autoregressive order (p), seasonal autoregressive order (P), non-seasonal moving average order (q) and
seasonal moving average order (Q) using autocorrelations (AC)
and partial autocorrelations (PAC).