3 Seasonal ARIMA and GARCH models

This tutorial addresses the following:

• estimation and forecasting for SARIMA models.
• uncertainty quantification using the bootstrap for time series. This material is optional.
• estimation of GARCH and forecast from the latter using rolling-windows.