Bayesian Autoregressive Online Change-Point Detection with Time-Varying Parameters

Ioanna-Yvonni Tsaknaki, Fabrizio Lillo, Piero Mazzarisi

Change points in real-world systems mark significant regime shifts in system dynamics, possibly triggered by exogenous or endogenous factors. These points define regimes for the ti…