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

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Item specifics

Condition
New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
EAN
9781482253832
UPC
9781482253832
ISBN
9781482253832
MPN
N/A
Item Length
23.9 cm
Publication Name
Hidden Markov Models for Time Series: an Introduction Using R, Second Edition
Publisher
Apple Academic Press Inc.
Subject
Mathematics
Publication Year
2016
Series
Chapman & Hall/Crc Monographs on Statistics and Applied Probability
Type
Textbook
Format
Hardcover
Language
English
Item Height
234 mm
Author
Walter Zucchini, Iain L. Macdonald, Roland Langrock
Item Weight
703 g
Item Width
156 mm
Number of Pages
370 Pages

About this product

Product Information

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 examples and applications, the authors describe how to extend and generalize the basic model so that it can be applied in a rich variety of situations. The book demonstrates how HMMs can be applied to a wide range of types of time series: continuous-valued, circular, multivariate, binary, bounded and unbounded counts, and categorical observations. It also discusses how to employ the freely available computing environment R to carry out the computations. Features Presents an accessible overview of HMMs Explores a variety of applications in ecology, finance, epidemiology, climatology, and sociology Includes numerous theoretical and programming exercises Provides most of the analysed data sets online New to the second edition A total of five chapters on extensions, including HMMs for longitudinal data, hidden semi-Markov models and models with continuous-valued state process New case studies on animal movement, rainfall occurrence and capture-recapture data

Product Identifiers

Publisher
Apple Academic Press Inc.
ISBN-13
9781482253832
eBay Product ID (ePID)
223079000

Product Key Features

Number of Pages
370 Pages
Publication Name
Hidden Markov Models for Time Series: an Introduction Using R, Second Edition
Language
English
Subject
Mathematics
Publication Year
2016
Type
Textbook
Author
Walter Zucchini, Iain L. Macdonald, Roland Langrock
Series
Chapman & Hall/Crc Monographs on Statistics and Applied Probability
Format
Hardcover

Dimensions

Item Height
234 mm
Item Weight
703 g
Item Width
156 mm

Additional Product Features

Country/Region of Manufacture
Canada
Title_Author
Iain L. Macdonald, Roland Langrock, Walter Zucchini

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  • n***w (3)- Feedback left by buyer.
    Past 6 months
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    Item arrived on time and was packaged well. The item was exactly as advertised and was amazing value compared to other places. The seller was also incredibly speedy at replying to my enquiries. Although it was not the fault of the seller (the packaging used to send the item was more than sufficient), my figure did have a manufacturing defect (the left hand was broken off). Thankfully superglue put it back in place and no one can tell it was broken.
  • e***e (643)- Feedback left by buyer.
    Past month
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    Item as described, well packaged, great price, unfortunately it took 9 days to arrive from stated dispatch date and seller didn’t respond to my request to investigate why tracking was still showing it as awaiting dispatch for a number of days.
  • i***e (55)- Feedback left by buyer.
    Past 6 months
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    Item came perfectly described with good packaging. Only issue is dispatch time and communication takes a while, thankfully came in time for what it was intended. Price is really good and super informative tutorials inside.