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Introduction to Hidden Semi-Markov Models

John van der Hoek and Robert J. Elliott
Publisher: 
Cambridge University Press
Publication Date: 
2018
Number of Pages: 
174
Format: 
Paperback
Series: 
London Mathematical Society Lecture Note Series 445
Price: 
64.99
ISBN: 
9781108441988
Category: 
Monograph
We do not plan to review this book.
Preface
1. Observed Markov chains
2. Estimation of an observed Markov chain
3. Hidden Markov models
4. Filters and smoothers
5. The Viterbi algorithm
6. The EM algorithm
7. A new Markov chain model
8. Semi-Markov models
9. Hidden semi-Markov models
10. Filters for hidden semi-Markov models
Appendix A. Higher order chains
Appendix B. An example of a second order chain
Appendix C. A conditional Bayes theorem
Appendix D. On conditional expectations
Appendix E. Some molecular biology
Appendix F. Earlier applications of hidden Markov chain models
References
Index.
 

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