Change point estimation for continuous-time hidden Markov models

A continuous-time hidden Markov model is considered where the dynamics of the hidden process change at a random ‘change point’ τ . Closed form recursive estimates for the conditional distribution of the hidden process and the change point τ are obtained, given the observations.