Posterior model probabilities computed from model-specific Gibbs output

Richard J. Barker, William A. Link

Reversible jump Markov chain Monte Carlo (RJMCMC) extends ordinary MCMC methods for use in Bayesian multimodel inference. We show that RJMCMC can be implemented as Gibbs sampling w…