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Matching, Regression Discontinuity, Difference in Differences, and Beyond
Myoung-Jae Lee
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Description for Matching, Regression Discontinuity, Difference in Differences, and Beyond
paperback. Num Pages: 280 pages. BIC Classification: KCH; KCHS; MBNS. Category: (G) General (US: Trade). Dimension: 235 x 157 x 15. Weight in Grams: 378.
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.
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.
Product Details
Format
Paperback
Publisher
Oxford University Press United States
Number of pages
280
Condition
New
Publication date
2016
Number of Pages
280
Place of Publication
New York, United States
ISBN
9780190258740
SKU
V9780190258740
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-13
About Myoung-Jae Lee
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 ... Read more
Reviews for Matching, Regression Discontinuity, Difference in Differences, and Beyond
The book under review gives an up-to-date and concise treatment of the three most recent and widely applied empirical methods to deal with confoundedness in microeconometrics, i.e., matching, regression discontinuity and difference in differences. This book gives a timely update on the author's previous book Microeconometrics for Policy, Program, and Treatment Effects with a particular concentration on these three most ... Read more