Metropolising forward particle filtering backward sampling and Rao-Blackwellisation of Metropolised particle smoothers

Jimmy Olsson, Tobias Rydén

Smoothing in state-space models amounts to computing the conditional distribution of the latent state trajectory, given observations, or expectations of functionals of the state tr…