Matching, regression discontinuity, difference in differences, and beyond [electronic resource] / Myoung-jae Lee.

9780190258771 (electronic book)

New York, NY : Oxford University Press, 2016.

English

1 online resource (xviii, 257 pages)

10.1093/acprof:oso/9780190258733 doi

HB139 .L424 2016eb

330.015195

" 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. "-- Provided by publisher.

Includes bibliographical references and index.

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Description based on print version record.

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