[share_ebook] Hidden Markov and Other Models for Discrete- valued Time Series (Chapman & Hall/CRC Monographs on Statistics & Applied Probability)


Author: Iain L. MacDonald, Walter Zucchini

Date: 1997

Pages: 256

Publisher: Chapman And Hall/crc

Category: Study

Tag: Mathematics


Posted on 2012-01-01, by sharebookfree.

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Hidden Markov and Other Models for Discrete- valued Time Series (Chapman & Hall/CRC Monographs on Statistics & Applied Probability)


Hidden Markov and Other Models for Discrete- valued Time Series (Chapman & Hall/CRC Monographs on Statistics & Applied Probability)
Iain L. MacDonald, Walter Zucchini | Chapman And Hall/crc | 1997 | 256 | English | PDF

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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