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Propensity score analysis : statistical methods and applications
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Propensity score analysis : statistical methods and applications

Author: Shenyang Guo; Mark W Fraser
Publisher: Thousand Oaks, Calif. : Sage Publications, ©2010.
Series: Advanced quantitative techniques in the social sciences, 11.
Edition/Format:   Book : EnglishView all editions and formats
Summary:

This book offers readers a systematic review of the origins, history, and statistical foundations of PSM and illustrates how to use PSM methods for solving evaluation problems.

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Details

Document Type: Book
All Authors / Contributors: Shenyang Guo; Mark W Fraser
ISBN: 9781412953566 1412953561
OCLC Number: 317623272
Description: xviii, 370 p. : ill. ; 24 cm.
Contents: Counterfactual framework and assumptions --
Conventional methods for data balancing --
Sample selection and related models --
Propensity score matching and related models --
Matching estimators --
Propensity score analysis with nonparametric regression --
Selection bias and sensitivity analysis --
Concluding remarks.
Series Title: Advanced quantitative techniques in the social sciences, 11.
Responsibility: Shenyang Guo, Mark W. Fraser.

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"The approach the authors take in writing this book is very effective for novices and experiences users...This balance between the practical and applied approach is a useful model for researchers to Read more...

 
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