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CRC Press Empirical Bayes Methods with Applications - CRC Press Book

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Description

Expand your knowledge of statistical modeling with the second edition of Empirical Bayes Methods with Applications. Published by CRC Press, this text provides a deep look into the derivation and performance of empirical Bayes rules across various special models. It is a vital resource for those studying probability and statistics, offering clear explanations of how to assess the goodness of an empirical Bayes estimator using prior data. This edition goes beyond theory by addressing practical implementation. You will find a dedicated chapter discussing alternatives to the empirical Bayes approach, allowing for a well-rounded understanding of different statistical methodologies. Additionally, the book includes a chapter focused on actual applications of the empirical Bayes method, helping you bridge the gap between mathematical theory and real-world use. Whether you are a researcher or a student in the field of mathematics, this book provides the technical details necessary to master these complex statistical techniques.

Key Features

Detailed derivations of empirical Bayes rules for a variety of special models to help you understand complex statistical frameworks.

In-depth guidance on assessing the goodness of an empirical Bayes estimator for a given set of prior data.

A dedicated chapter discussing various alternatives to the empirical Bayes approach for a comprehensive statistical perspective.

Practical insights through a chapter providing details on several actual applications of the empirical Bayes method.

Comprehensive second edition content from CRC Press designed for advanced study in probability and statistics.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
30 November 2017
Listed Since
05 January 2018

Barcode

No barcode data available

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