Cover of Applied Bayesian Modeling and Causal by Gelman, Meng, ISBN 9780470090435
Bayesian Analysis

Applied Bayesian Modeling and Causal

APPLIED BAYESIAN MODELING & CA

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Hardback ยท ISBN 9780470090435

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Key Specifications

ISBN 9780470090435
Subtitle APPLIED BAYESIAN MODELING & CA
Publisher John Wiley & Sons
Publication date August 2004
Language English
MRP ยฃ98.95 GBP
Page count 440
Item weight 175 g

Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives: An Essential Journey with Donald Rubin's Statistical Family

This book brings together a collection of articles on statistical methods relating to missing data analysis, including multiple imputation, propensity scores, instrumental variables, and Bayesian inference. Covering new research topics and real-world examples which do not feature in many standard texts. The book is dedicated to Professor Don Rubin (Harvard). Don Rubin has made fundamental contributions to the study of missing data.

Key features of the book include:

  • Comprehensive coverage of an imporant area for both research and applications.
  • Adopts a pragmatic approach to describing a wide range of intermediate and advanced statistical techniques.
  • Covers key topics such as multiple imputation, propensity scores, instrumental variables and Bayesian inference.
  • Includes a number of applications from the social and health sciences.
  • Edited and authored by highly respected researchers in the area.