Posterior-based proposals for speeding up Markov chain Monte Carlo

C. M. Pooley, S. C. Bishop, A. Doeschl-Wilson +1

Markov chain Monte Carlo (MCMC) is widely used for Bayesian inference in models of complex systems. Performance, however, is often unsatisfactory in models with many latent variabl…