Bayesian variance change point detection with credible sets

Lorenzo Cappello, Oscar Hernan Madrid Padilla

This paper introduces a novel Bayesian approach to detect changes in the variance of a Gaussian sequence model, focusing on quantifying the uncertainty in the change point location…