Sequential Monte Carlo Smoothing with Parameter Estimation

Biao Yang, Jonathan R. Stroud, Gabriel Huerta

We propose two new Bayesian smoothing methods for general state-space models with unknown parameters. The first approach is based on the particle learning and smoothing algorithm,…