A Bayesian framework for change-point detection with uncertainty quantification

Davis Berlind, Lorenzo Cappello, Oscar Hernan Madrid Padilla

We introduce a novel Bayesian method that can detect multiple structural breaks in the mean and variance of a length $T$ time-series. Our method quantifies uncertainty by returning…