Propensity Score Analysis: Statistical Methods and Applications

Propensity Score Analysis: Statistical Methods and Applications

Shenyang Y. Guo , Mark W. Fraser , Mark W Fraser
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History Business & Economics
格式 精装书
页数 448
语言 英语
已发布 Jul 11, 2014
出版商 SAGE Publications, Inc
版本 Second
ISBN-10 1452235007
ISBN-13 9781452235004
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描述

This comprehensive text delves into the intricacies of propensity score analysis, a pivotal technique in social science research for addressing selection bias. With the expertise of Shenyang Guo and Mark W. Fraser, the book presents a robust framework for understanding both the statistical methods and practical applications vital for researchers seeking to draw more accurate conclusions from observational data. The second edition is thoroughly updated, reflecting the latest advancements in the field, ensuring readers are equipped with the current state-of-the-art knowledge.

Through a blend of theoretical foundations and hands-on guidance, the authors navigate complex concepts with clarity, making them accessible to a broad audience. By incorporating real-world examples, they illustrate how to implement these methods effectively, empowering scholars and practitioners alike to enhance their analyses. As the landscape of social science research evolves, this book remains a crucial resource for anyone looking to harness the power of propensity score techniques in their work.

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