Myoung-Jae Lee

Matching, Regression Discontinuity, Difference in Differences, and Beyond

• Broschiertes Buch

Produktbeschreibung

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.

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Produktdetails

• Verlag: OUP US
• Seitenzahl: 276
• Erscheinungstermin: 1. Juni 2016
• Englisch
• Abmessung: 234mm x 156mm x 15mm
• Gewicht: 424g
• ISBN-13: 9780190258740
• ISBN-10: 0190258748
• Artikelnr.: 47863659

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