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math.ST2007

Forgetting of the initial condition for the filter in general state-space hidden Markov chain: a coupling approach

Randal Douc, Eric Moulines, Ya'Acov Ritov

We give simple conditions that ensure exponential forgetting of the initial conditions of the filter for general state-space hidden Markov chain. The proofs are based on the coupli…