Population-Based Reversible Jump Markov Chain Monte Carlo

Ajay Jasra, David A. Stephens, Chris C. Holmes

In this paper we present an extension of population-based Markov chain Monte Carlo (MCMC) to the trans-dimensional case. One of the main challenges in MCMC-based inference is that…