Statistical Inference: An Integrated Approach, Second Edition (Chapman & Hall/CRC Texts in Statistical Science) - Hardcover

Migon, Helio S.; Gamerman, Dani; Louzada, Francisco

Hardcover

ISBN 10: 1439878803 ISBN 13: 9781439878804

Publisher: Chapman and Hall/CRC, 2014

Synopsis

A Balanced Treatment of Bayesian and Frequentist Inference

Statistical Inference: An Integrated Approach, Second Edition presents an account of the Bayesian and frequentist approaches to statistical inference. Now with an additional author, this second edition places a more balanced emphasis on both perspectives than the first edition.

New to the Second Edition

• New material on empirical Bayes and penalized likelihoods and their impact on regression models
• Expanded material on hypothesis testing, method of moments, bias correction, and hierarchical models
• More examples and exercises
• More comparison between the approaches, including their similarities and differences

Designed for advanced undergraduate and graduate courses, the text thoroughly covers statistical inference without delving too deep into technical details. It compares the Bayesian and frequentist schools of thought and explores procedures that lie on the border between the two. Many examples illustrate the methods and models, and exercises are included at the end of each chapter.

About this title

About the Author

Helio S. Migon (Universidade Federal do Rio de Janeiro, Brazil) (Author) , Dani Gamerman (Universidade Federal do Rio de Janeiro, Brazil) (Author) , Francisco Louzada (Universidade Federal de Sao Carlos, Brazil) (Author)

Edition details

• Publisher: Chapman and Hall/CRC
• Publication date: 2014
• ISBN 10: 1439878803
• ISBN 13: 9781439878804
• Binding: Hardcover
• Language: English
• Edition number: 2
• Number of pages: 386