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Recursive Markov-modulated Poisson process (MMPP) parameter estimation is performed by adapting an approach for hidden Markov model estimation developed by Krishnamurthy and Moore. Explicit expressions are developed for functions used in the recursion. The resulting approach is compared to a recursive MMPP estimation algorithm developed by Lindgren and Holst. Numerical results are provided which demonstrate...