Empirical Bayes Methods: 1st Edition (Hardback) book cover

Empirical Bayes Methods

1st Edition

By J. S. Maritz, T. Lwin

Routledge

294 pages

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Hardback: 9780815350286
pub: 2018-03-06
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Description

Originally published in 1970; with a second edition in 1989. Empirical Bayes methods use some of the apparatus of the pure Bayes approach, but an actual prior distribution is assumed to generate the data sequence. It can be estimated thus producing empirical Bayes estimates or decision rules.

In this second edition, details are provided of the derivation and the performance of empirical Bayes rules for a variety of special models. Attention is given to the problem of assessing the goodness of an empirical Bayes estimator for a given set of prior data. Chapters also focus on alternatives to the empirical Bayes approach and actual applications of empirical Bayes methods.

Table of Contents

Preface. Notation and abbreviations. 1. Introduction to Bayes and Empirical Bayes Methods 2. Estimation of the Prior Distribution 3. Empirical Bayes Point Estimation 4. Empirical Bayes Point Estimation: Vector Parameters 5. Testing of Hypotheses 6. Bayes and Empirical Bayes Interval Estimation 7. Alternatives to Empirical Bayes 8. Applications of EB methods

About the Series

Routledge Library Editions: Econometrics

Reissuing works originally published between 1929 and 1991, this collection of 17 volumes presents a variety of considerations on Econometrics, from introductions to specific research works on particular industries. With some volumes on models for macroeconomics and international economies, this is a widely interesting set of economic texts. Input/Output methods and databases are looked at in some volumes while others look at Bayesian techniques, linear and non-linear models. This set will be of use to those in industry and business studies, geography and sociology as well as politics and economics.

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Subject Categories

BISAC Subject Codes/Headings:
BUS000000
BUSINESS & ECONOMICS / General
BUS023000
BUSINESS & ECONOMICS / Economic History