Data Analysis, Data, Machine Learning, AI, Data Science.
q ranges. If the time series exhibits prominent seasonality, the seasonal option is chosen, and auto-ARIMA additionally tries to find the best P and Q hyperparameters after using Canova-Hansen to determine the best order for seasonal differencing, “D,” which is SARIMA. Non-Stationarity reduction In