Introduction to Hidden SemiMarkov Models (London Mathematical Society Lecture Note Series, Series Number 445),Used

Introduction to Hidden SemiMarkov Models (London Mathematical Society Lecture Note Series, Series Number 445),Used

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SKU: SONG110844198X
UPC: 9781108441988
Brand: Cambridge University Press
Condition: Used
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Markov chains and hidden Markov chains have applications in many areas of engineering and genomics. This book provides a basic introduction to the subject by first developing the theory of Markov processes in an elementary discrete time, finite state framework suitable for senior undergraduates and graduates. The authors then introduce semiMarkov chains and hidden semiMarkov chains, before developing related estimation and filtering results. Genomics applications are modelled by discrete observations of these hidden semiMarkov chains. This book contains new results and previously unpublished material not available elsewhere. The approach is rigorous and focused on applications.

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