Inference in Hidden Markov Models

Name: Inference in Hidden Markov Models
Brand: Springer-Verlag New York Inc.
SKU: 9780387402642
Price: 39600 KES
Availability: OutOfStock
ISBN: 9780387402642

1st ed. 2005. Corr. 2nd printing 2007

by Eric Moulines , Olivier Cappé , Tobias Ryden

Book Details

Format Hardback

Book Series Springer Series in Statistics

ISBN-10 0387402640

ISBN-13 9780387402642

Edition 1st ed. 2005. Corr. 2nd printing 2007

Publisher Springer-Verlag New York Inc.

Imprint Springer-Verlag New York Inc.

Country of Manufacture US

Country of Publication GB

Publication Date Aug 4th, 2005

Print length 653 Pages

Weight 1,166 grams

Dimensions 24.20 x 15.80 x 4.20 cms

Product Classification: Probability & statistics Probability and statistics Mathematical modelling Communications engineering / telecommunications

KSh 39,600.00

Currently unavailable 0 in stock

Delivery Location

County

Location

Delivery fee: Select location

Secure

Quality

Fast

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. Topics range from filtering and smoothing of the hidden Markov chain to parameter estimation, Bayesian methods and estimation of the number of states. In a unified way the book covers both models with finite state spaces 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. This book builds on recent developments to present a self-contained view.

Get Inference in Hidden Markov Models by Eric Moulines, Olivier Cappé at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Springer-Verlag New York Inc. and it has 653 pages.