Pesaran, M Hashem; Pettenuzzo, Davide; Timmermann, Allan G - C.E.P.R. Discussion Papers - 2004
This Paper provides a novel approach to forecasting time series subject to discrete structural breaks. We propose a Bayesian estimation and prediction procedure that allows for the possibility of new breaks over the forecast horizon, taking account of the size and duration of past breaks (if...