Linking Frequentist and Bayesian Change-Point Methods

David Ardia, Arnaud Dufays, Carlos Ordas Criado

We show that the two-stage minimum description length (MDL) criterion widely used to estimate linear change-point (CP) models corresponds to the marginal likelihood of a Bayesian m…