Approximate simulation-free Bayesian inference for multiple changepoint models with dependence within segments

Jason Wyse, Nial Friel, Håvard Rue

This paper proposes approaches for the analysis of multiple changepoint models when dependency in the data is modelled through a hierarchical Gaussian Markov random field. Integrat…