[share_ebook] Hidden Markov and Other Models for Discrete- valued Time Series
Author: Iain L. MacDonald, Walter Zucchini
Date: 1997-01-01
ISBN: 0412558505
Pages: 256
Language: English
Publisher: Chapman and Hall/CRC
Category: Study
Tag: Mathematics
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Description
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Title:Hidden Markov and Other Models for Discrete- valued Time Series Author:Iain L. MacDonald, Walter Zucchini Publisher:Chapman and Hall/CRC ISBN:0412558505 ISBN13: Date1997-01-01 Pages:256 Language:English Format: PDF Size:35.22 MB |
| Description: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. |
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