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Matching, Regression Discontinuity, Difference in Differences, and Beyond

Authors:

Myoung-jae Lee

Brand: OUP USA

ISBN: 9780190258740

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Description

This book reviews the three most popular methods (and their extensions) in applied economics and other social sciences:: matching, regression discontinuity, and difference in differences. The book introduces the underlying econometric/statistical ideas, shows what is identified and how the identified parameters are estimated, and then illustrates how they are applied with real empirical examples. The book emphasizes how to implement the three methods with data:: many data and programsare provided in the online appendix. All readers--theoretical econometricians/statisticians, applied economists/social-scientists and researchers/students--will find something useful in the book from different perspectives.

Product Details

Brand OUP USA

Reference 82836

EAN13 9780190258740

ISBN 9780190258740

Data sheet

Publication date: 2016
Issue number: 1
Cover: paperback
Pages count: 280
Dimensions (mm): 156 x 235
Weight (g): 358

Chapter 1: Basics of Treatment Effect Analysis; Chapter 2: Matching; Chapter 3: Non-Matching and Sample Selection; Chapter 4: Regression Discontinuity (RD); Chapter 5: Difference in Differences (DD); Chapter 6: Triple Difference (TD) and Beyond; Appendix; Online GAUSS Programs (PS for Propensity Score); References;

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