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Matching, Regression Discontinuity, Difference in Differences, and Beyond
9780190258733
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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
87466
9780190258733
9780190258733
Data sheet
- Publication date
- 2016
- Issue number
- 1
- Cover
- hard cover
- Pages count
- 278
- Dimensions (mm)
- 156 x 235
- Weight (g)
- 536
- 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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