Particle Metropolis-adjusted Langevin algorithms

Christopher Nemeth, Chris Sherlock, Paul Fearnhead

This paper proposes a new sampling scheme based on Langevin dynamics that is applicable within pseudo-marginal and particle Markov chain Monte Carlo algorithms. We investigate this…