Alexandre Bureau, James P. Hughes, Stephen C. Shiboski, An S-Plus Implementation of Hidden Markov Models in Continuous Time, Journal of Computational and Graphical Statistics, Vol. 9, No. 4 (Dec., 2000), pp. 621-632
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Bureau et al. (2000) studied this question.
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