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Consider the following practices when comparing SES, Holt and Holt-Winters models on monthly warehouse shipment data.
I. Using chronological training and testing periods preserves the forecasting order.
II. A model with lower training RMSE must also have lower test RMSE.
III. A model with lower MAE can nevertheless have higher RMSE than another model.
IV. Seasonality should be determined entirely by whichever model has the most parameters.
Choose the correct combination.