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Paperback Hidden Markov Models for Time Series: An Introduction Using R, Second Edition Book
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ISBN: 103217949X

ISBN13: 9781032179490

Hidden Markov Models for Time Series: An Introduction Using R, Second Edition

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Format: Paperback

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Book Overview

Hidden Markov Models for Time Series: An Introduction Using R, Second Edition illustrates the great flexibility of hidden Markov models (HMMs) as general-purpose models for time series data. The book provides a broad understanding of the models and their uses.



After presenting the basic model formulation, the book covers estimation, forecasting, decoding, prediction, model selection, and Bayesian inference for HMMs. Through...

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Math Mathematics Science Science & Math Science & Scientists Science & Technology

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