Particle approximation improvement of the joint smoothing distribution with on-the-fly variance estimation

Cyrille Dubarry, Randal Douc

Particle smoothers are widely used algorithms allowing to approximate the smoothing distribution in hidden Markov models. Existing algorithms often suffer from slow computational t…