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Inference In Hidden Markov Models

Description: Please refer to the section BELOW (and NOT ABOVE) this line for the product details - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Title:Inference In Hidden Markov ModelsISBN13:9780387402642ISBN10:0387402640Author:Capp?, Olivier (Author), Moulines, Eric (Author), Ryden, Tobias (Author)Description: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 Binding:Hardcover, HardcoverPublisher:SpringerPublication Date:2005-08-04Weight:2.38 lbsDimensions:1.38'' H x 9.52'' L x 6.36'' WNumber of Pages:653Language:English

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Inference In Hidden Markov Models

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Book Title: Inference In Hidden Markov Models

Item Length: 9.3in

Item Width: 6.1in

Author: Tobias Ryden, Eric Moulines, Olivier Cappé

Publication Name: Inference in Hidden Markov Models

Format: Hardcover

Language: English

Publisher: Springer New York

Publication Year: 2007

Series: Springer Series in Statistics Ser.

Type: Textbook

Item Weight: 86.8 Oz

Number of Pages: Xvii, 653 Pages

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