Aspects of population Markov chain Monte Carlo and reversible jump Markov chain Monte Carlo

摘要

This thesis consists ideas of two new population Markov chain Monte Carlo algorithms and an automatic proposal mechanism for the Reversible jump Markov chain Monte Carlo algorithm.