Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives 2025 pdf epub mobi 电子书

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发表于2025-01-24

Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives 2025 pdf epub mobi 电子书

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出版者:Wiley

作者:Gelman, Andrew (EDT)/ Meng, Xiao-Li (EDT)/ Rubin, Donald B. (EDT)

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页数:440

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出版时间:2004-9-3

价格:USD 125.00

装帧:Hardcover

isbn号码:9780470090435

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Applied Bayesian Modeling and Causal Inference from Incomplete-Data Perspectives 2025 pdf epub mobi 电子书图书描述

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.

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