Adaptive time series forecasting with markovian variance switching

Baptiste Abélès, Joseph de Vilmarest, Olivier Wintemberger

Adaptive time series forecasting is essential for prediction under regime changes. Several classical methods assume linear Gaussian state space model (LGSSM) with variances constan…