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Hidden Markov Models for Time Series: An Introduction Using R, Second Edition
Barnes and Noble
Hidden Markov Models for Time Series: An Introduction Using R, Second Edition
Current price: $61.99
Barnes and Noble
Hidden Markov Models for Time Series: An Introduction Using R, Second Edition
Current price: $61.99
Size: Paperback
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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.
- 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
- 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
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