Introduction to Hidden Semi-Markov Models

DOI10.1017/9781108377423zbMath1465.60003OpenAlexW2793260526MaRDI QIDQ4599362

Robert J. Elliott, John van der Hoek

Publication date: 2 January 2018

Full work available at URL: https://ap01.alma.exlibrisgroup.com/view/delivery/61USOUTHAUS_INST/12153499090001831

zbMATH Keywords

EM algorithmsmoothershidden Markov modelsViterbi algorithmfiltersgenome sequencinghidden semi-Markov modelssemi-martingale representation for a semi-Markov chain

Mathematics Subject Classification ID

Computational methods in Markov chains (60J22) Markov chains (discrete-time Markov processes on discrete state spaces) (60J10) Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) (60J20) Markov renewal processes, semi-Markov processes (60K15) Research exposition (monographs, survey articles) pertaining to probability theory (60-02)

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