Particle ancestor sampling for near-degenerate or intractable state transition models

Fredrik Lindsten, Pete Bunch, Sumeetpal S. Singh +1

We consider Bayesian inference in sequential latent variable models in general, and in nonlinear state space models in particular (i.e., state smoothing). We work with sequential M…