Exact posterior distributions over the segmentation space and model selection for multiple change-point detection problems

Guillem Rigaill, Emilie Lebarbier, Stéphane Robin

In segmentation problems, inference on change-point position and model selection are two difficult issues due to the discrete nature of change-points. In a Bayesian context, we der…