Sometimes a seasonal effect is suspected in the model; in that case, it is generally considered better to use a SARIMA (seasonal ARIMA) model than to increase the order of the AR or MA parts of the model.
Neste caso considérase que é mellor utilizar un modelo SARIMA (ARIMA estacional) que incrementar a orde das partes AR e MA do modelo.