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CRC Press Handbook of Discrete-Valued Time Series Book

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Description

The Handbook of Discrete-Valued Time Series by CRC Press offers state-of-the-art methods for modeling count time series. This text provides a balanced treatment of both frequentist and Bayesian perspectives, making it a valuable resource for analyzing discrete-valued spatio-temporal and multivariate data. While the primary focus remains on count time series, the techniques discussed are applicable to other discrete-valued data types, including binary-valued or categorical time series. Designed for graduate-level students who have completed an elementary course in the subject, this handbook serves as a comprehensive guide within the Chapman and Hall/CRC Handbooks of Modern Statistical Methods series. It provides the mathematical foundations necessary to navigate complex statistical modeling in modern research environments.

Key Features

Provides state-of-the-art methods for modeling a wide range of count time series data.

Includes both frequentist and Bayesian approaches for discrete-valued spatio-temporal and multivariate data.

Offers techniques applicable to binary-valued or categorical time series in addition to count data.

Serves as a professional resource for graduate-level students in applied mathematics and statistics.

Part of the Chapman and Hall/CRC Handbooks of Modern Statistical Methods series from CRC Press.

Product Specifications

Format
paperback
Domain
Amazon UK
Release Date
30 June 2020
Listed Since
29 May 2020

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