Myoung-Jae Lee

Matching, Regression Discontinuity, Difference in Differences, and Beyond (eBook, ePUB)

• Format: ePub

Produktbeschreibung

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

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Produktdetails

• Verlag: Oxford University Press
• Seitenzahl: 208
• Erscheinungstermin: 2. Mai 2016
• Englisch
• ISBN-13: 9780190258764
• Artikelnr.: 47734654

Autorenporträt

Professor Myoung-jae Lee is an econometrician/statistician in Korea University. He received his Ph.D. in economics from University of Wisconsin-Madison in 1989. Since then, he published about 60 papers in economic and statistic journals as well as top-rated journals in other fields, including Econometrica, Journal of the Royal Statistical Society (Series B), Journal of Econometrics, Transportation Research (Part B), and Sociological Methods & Research. He also published four single-authored micro-econometric books from Springer, Academic Press and Oxford University Press on limited dependent variables, panel data and treatment effect analysis.

Inhaltsangabe

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