Bayesian and Frequentist Regression Methods

Jon Wakefield

ISBN 10: 1493938622 / ISBN 13: 9781493938629

Published by Springer New York, Springer US, 2016

About this Item

Druck auf Anfrage Neuware - Printed after ordering - Bayesian and Frequentist Regression Methodsprovides a modern account of both Bayesian and frequentist methods of regression analysis. Many texts cover one or the other of the approaches, but this is the most comprehensive combination of Bayesian and frequentist methods that exists in one place.The two philosophical approaches to regression methodology are featured here as complementary techniques, with theory and data analysis providing supplementary components of the discussion. In particular, methods are illustrated using a variety of data sets. The majority of the data sets are drawn from biostatistics but the techniques are generalizable to a wide range of other disciplines.

Seller Inventory # 9781493938629

Bibliographic Details

• Title: Bayesian and Frequentist Regression Methods
• Publisher: Springer New York, Springer US
• Publication Date: 2016
• Language: English
• ISBN 10: 1493938622
• ISBN 13: 9781493938629
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 235W x 155H x 39D millimeters 235 millimeters width by 155 millimeters height by 39 millimeters depth
• Weight: 1072 grams

About this title

Synopsis

This book provides a balanced, modern summary of Bayesian and frequentist methods for regression analysis.

About the Author

Jon Wakefield is Professor in the Departments of Statistics and Biostatistics at the University of Washington. His interests lie in biostatistics, epidemiology and genetics and in links between frequentist and Bayesian methods. His work has been published extensively. He received his PhD from the University of Nottingham, and his honors include the Guy Medal in Bronze from the Royal Statistical Society, and he is a Fellow of the American Statistical Association. He has previously been the Chair of the Department of Statistics at the University of Washington.