The Lifebelt Particle Filter for robust estimation from low-valued count data

Alice Corbella, Trevelyan J. McKinley, Paul J. Birrell +4

Particle filtering methods can be applied to estimation problems in discrete spaces on bounded domains, to sample from and marginalise over unknown hidden states. As in continuous…