Adaptively switching between a particle marginal Metropolis-Hastings and a particle Gibbs kernel in SMC${}^2$

Imke Botha, Robert Kohn, Leah South +1

Sequential Monte Carlo squared (SMC${}^2$; Chopin et al., 2012) methods can be used to sample from the exact posterior distribution of intractable likelihood state space models. Thes…