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Matching, Regression Discontinuity, Difference in Differences, and Beyond | Oxford Scholarship Online
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Matching, Regression Discontinuity, Difference in Differences, and Beyond

Myoung-jae Lee

Abstract

This monograph reviews the three most popular methods in applied economics and other social sciences: matching, regression discontinuity, and difference in differences. This book also examines related methods such as weighting, regression imputation, complete pairing, and triple difference. The book introduces the underlying econometric/statistical ideas for these methods, shows what is identified and how the identified parameters are estimated, and then illustrates how they are applied with empirical examples. The volume emphasizes how to implement the methods with data; many data and program ... More

Keywords: matching, weighting, regression imputation, complete pairing, regression discontinuity, difference in differences, triple difference

Bibliographic Information

Print publication date: 2016 Print ISBN-13: 9780190258733
Published to Oxford Scholarship Online: August 2016 DOI:10.1093/acprof:oso/9780190258733.001.0001

Authors

Affiliations are at time of print publication.

Myoung-jae Lee, author
Professor of Economics, Korea University, Seoul