Filtering of continuous-time Markov chains

This paper discusses finite-dimensional optimal filters for partially observed Markov chains. A model for a system containing a finite number of components where each component behaves like an independent finite state continuous-time Markov chain is considered. Using measure change techniques various estimators are derived.