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Matching, Regression Discontinuity, Difference in Differences, and Beyond
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Main 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 programs are 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.


Contents:

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


PRODUCT DETAILS

ISBN-13: 9780190258740
Publisher: Oxford University Press (Oxford University Press Inc)
Publication date: June, 2016
Pages: 272
Dimensions: 156.00 x 235.00 x 16.00
Weight: 378g
Availability: Available
Subcategories: Epidemiology
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