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Hidden Markov and Other Models for Discrete-valued Time Series (Monographs on Statistics and Applied Probability 70) PDF

256 Pages·1997·34.381 MB·English
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by Iain L. MacDonald, Walter Zucchini| 1997| 256 pages| 34.381| English

About Hidden Markov and Other Models for Discrete-valued Time Series (Monographs on Statistics and Applied Probability 70)

Discrete-valued time series are common in practice, but methods for their analysis are not well-known. In recent years, methods have been developed which are specifically designed for the analysis of discrete-valued time series. Hidden Markov and Other Models for Discrete-Valued Time Series introduces a new, versatile, and computationally tractable class of models, the "hidden Markov" models. It presents a detailed account of these models, then applies them to data from a wide range of diverse subject areas, including medicine, climatology, and geophysics. This book will be invaluable to researchers and postgraduate and senior undergraduate students in statistics. Researchers and applied statisticians who analyze time series data in medicine, animal behavior, hydrology, and sociology will also find this information useful.

Detailed Information

Author:Iain L. MacDonald, Walter Zucchini
Publication Year:1997
ISBN:9780412558504
Pages:256
Language:English
File Size:34.381
Format:PDF
Price:FREE
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