Statistical Models

Time Series Forecasting (1): Traditional Statistical Models

ARIMA, SARIMA, VAR, GARCH, Prophet, exponential smoothing and the Kalman filter, derived from a single state-space view. With Box-Jenkins workflow, ACF/PACF identification, and runnable Python.