Sequentially interacting Markov chain Monte Carlo methods

Anthony Brockwell, Pierre Del Moral, Arnaud Doucet

Sequential Monte Carlo (SMC) is a methodology for sampling approximately from a sequence of probability distributions of increasing dimension and estimating their normalizing const…