Bayesian Inference for State Space Models using Block and Correlated Pseudo Marginal Methods

P. Choppala, D. Gunawan, J. Chen +2

This article addresses the problem of efficient Bayesian inference in dynamic systems using particle methods and makes a number of contributions. First, we develop a correlated pse…