Kloster Osmundsen, Kjartan - 2019
dependence structure, thus making it a challenging target for standard Markov-chain Monte-Carlo methods. Pseudo-marginal methods … aim at effectively exploring such target distributions, by marginalizing the latent variables using Monte-Carlo … accurately marginalizing the latent variables, with the recently developed pseudo-marginal Hamiltonian Monte Carlo approach. We …