Parameter estimation in Conditional Sequential Monte Carlo algorithms through Particle Learning

Alfonso Diz-Lois Palomares, Geir Storvik

In this work, we explore particle learning strategies for the joint estimation of static parameters and latent states within conditional sequential Monte Carlo (CSMC) algorithms. B…