Sequential Monte Carlo smoothing with application to parameter estimation in non-linear state space models

Jimmy Olsson, Olivier Cappé, Randal Douc +1

This paper concerns the use of sequential Monte Carlo methods (SMC) for smoothing in general state space models. A well-known problem when applying the standard SMC technique in th…