Hidden Markov and Other Models for Discrete- valued Time Series

Hidden Markov and Other Models for Discrete- valued Time Series
Author: Iain L. MacDonald
Publisher: CRC Press
Total Pages: 256
Release: 1997-01-01
Genre: Mathematics
ISBN: 9780412558504

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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.


An Introduction to Discrete-Valued Time Series
Language: en
Pages: 300
Authors: Christian H. Weiss
Categories: Mathematics
Type: BOOK - Published: 2018-02-05 - Publisher: John Wiley & Sons

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A much-needed introduction to the field of discrete-valued time series, with a focus on count-data time series Time series analysis is an essential tool in a wi
Hidden Markov and Other Models for Discrete- valued Time Series
Language: en
Pages: 256
Authors: Iain L. MacDonald
Categories: Mathematics
Type: BOOK - Published: 1997-01-01 - Publisher: CRC Press

GET EBOOK

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 sp
Handbook of Discrete-Valued Time Series
Language: en
Pages: 484
Authors: Richard A. Davis
Categories: Mathematics
Type: BOOK - Published: 2016-01-06 - Publisher: CRC Press

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Model a Wide Range of Count Time Series Handbook of Discrete-Valued Time Series presents state-of-the-art methods for modeling time series of counts and incorpo
Discrete-Valued Time Series
Language: en
Pages: 0
Authors: Christian H Weiss
Categories: Mathematics
Type: BOOK - Published: 2024-03-12 - Publisher:

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The analysis and modeling of time series has been an active research area for more than 100 years, with the main focus on time series having a continuous range
An Introduction to Discrete-Valued Time Series
Language: en
Pages: 372
Authors: Christian H. Weiss
Categories: Mathematics
Type: BOOK - Published: 2017-12-06 - Publisher: John Wiley & Sons

GET EBOOK

A much-needed introduction to the field of discrete-valued time series, with a focus on count-data time series Time series analysis is an essential tool in a wi