Description: Please refer to the section BELOW (and NOT ABOVE) this line for the product details - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Title:Hidden Markov Models For Time Series: An Introduction Using R, Second EditionISBN13:9781482253832ISBN10:1482253836Author:Zucchini, Walter (Author), MacDonald, Iain L. (Author), Langrock, Roland (Author)Description: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 Binding:Hardcover, HardcoverPublisher:CRC PressPublication Date:2016-06-27Weight:1.5 lbsDimensions:1'' H x 9.4'' L x 6.2'' WNumber of Pages:370Language:English
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Book Title: Hidden Markov Models For Time Series: An Introduction Using ...
Item Length: 9.5in
Item Height: 1.1in
Item Width: 6.4in
Author: Iain L. Macdonald, Walter Zucchini, Roland Langrock
Publication Name: Hidden Markov Models for Time Series : an Introduction Using R, Second Edition
Format: Hardcover
Language: English
Publisher: CRC Press LLC
Publication Year: 2016
Series: Chapman and Hall/Crc Monographs ON Statistics and Applied Probability Ser.
Type: Textbook
Item Weight: 24.8 Oz
Number of Pages: 370 Pages
