Description: Hidden Markov Models for Time Series : An Introduction Using R, Hardcover by Zucchini, Walter; Macdonald, Iain L.; Langrock, Roland, ISBN 1482253836, ISBN-13 9781482253832, Brand New, Free shipping in the US The main change for this second edition is replacing the chapter on extensions with five chapters in Part II, which discuss models with continuous-valued state process, hidden Markov representations of hidden semi-Markov models, and hidden Markov models for longitudinal data. New applications reflect the recent interest in applying hidden Markov models in ecology and environment, and the discussion of hidden Markov approximations to the stochastic volatility models of finance has grown to include a brief account of some recent work by Zucchini, MacDonald, and Langrock. Annotation ©2016 Ringgold, Inc., Portland, OR ()
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Book Title: Hidden Markov Models for Time Series : An Introduction Using R
Number of Pages: 370 Pages
Publication Name: Hidden Markov Models for Time Series : an Introduction Using R, Second Edition
Language: English
Publisher: CRC Press LLC
Subject: Probability & Statistics / Stochastic Processes, Probability & Statistics / General
Item Height: 1.1 in
Publication Year: 2016
Type: Textbook
Item Weight: 24.8 Oz
Subject Area: Mathematics
Author: Iain L. Macdonald, Walter Zucchini, Roland Langrock
Item Length: 9.5 in
Item Width: 6.4 in
Series: Chapman and Hall/Crc Monographs on Statistics and Applied Probability Ser.
Format: Hardcover
