Matching, Regression Discontinuity, Difference in Differences, and Beyond

Myoung-Jae Lee (Autor)

Buch | Hardcover

278 Seiten

2016
Oxford University Press Inc (Verlag)
978-0-19-025873-3 (ISBN)

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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.

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.

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

Erscheinungsdatum	25.05.2016
Verlagsort	New York
Sprache	englisch
Maße	236 x 160 mm
Gewicht	536 g
Themenwelt	Studium ► Querschnittsbereiche ► Epidemiologie / Med. Biometrie
Themenwelt	Wirtschaft ► Volkswirtschaftslehre ► Ökonometrie
ISBN-10	0-19-025873-X / 019025873X
ISBN-13	978-0-19-025873-3 / 9780190258733
Zustand	Neuware