Particle Metropolis adjusted Langevin algorithms for state space models

Chris Nemeth, Paul Fearnhead

Particle MCMC is a class of algorithms that can be used to analyse state-space models. They use MCMC moves to update the parameters of the models, and particle filters to propose v…