Estimation in hidden Markov models via efficient importance sampling

Cheng-Der Fuh, Inchi Hu

Given a sequence of observations from a discrete-time, finite-state hidden Markov model, we would like to estimate the sampling distribution of a statistic. The bootstrap method is…