Name: Inference in Hidden Markov Models
SKU: 25619631
Price: 6004.00 TWD
Availability: InStock
Author: Olivier Cappé|Eric Moulines|Tobias Ryden
ISBN: 9781441923196

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portada Inference in Hidden Markov Models

Type

Physical Book

Publisher

Springer

Author

Olivier Cappé|Eric Moulines|Tobias Ryden

Year

2010

Language

English

Pages

672

Format

Paperback

ISBN

1441923195

ISBN13

9781441923196

Synopsis "Inference in Hidden Markov Models "

Hidden Markov models have become a widely used class of statistical models with applications in diverse areas such as communications engineering, bioinformatics, finance and many more. This book is a comprehensive treatment of inference for hidden Markov models, including both algorithms and statistical theory. In a unified way the book covers both models with finite state spaces, which allow for exact algorithms for filtering, estimation etc. and models with continuous state spaces (also called state-space models) requiring approximate simulation-based algorithms that are also described in detail. Many examples illustrate the algorithms and theory. The book builds on recent developments, both at the foundational level and the computational level, to present a self-contained view.

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Inference in Hidden Markov Models - Olivier Cappé|Eric Moulines|Tobias Ryden

Synopsis "Inference in Hidden Markov Models "

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