Matching, regression discontinuity, difference in differences, and beyond [electronic resource] / Myoung-jae Lee.
2016
HB139 .L424 2016eb
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Title
Matching, regression discontinuity, difference in differences, and beyond [electronic resource] / Myoung-jae Lee.
Author
Lee, Myoung-jae, author.
ISBN
9780190258771 (electronic book)
Published
New York, NY : Oxford University Press, 2016.
Language
English
Description
1 online resource (xviii, 257 pages)
Item Number
10.1093/acprof:oso/9780190258733 doi
Call Number
HB139 .L424 2016eb
Dewey Decimal Classification
330.015195
Summary
" 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.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Description based on print version record.
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Matching, regression discontinuity, difference in differences, and beyond.
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Table of Contents
Basics of Treatment Effect Analysis
Matching
Nonmatching and Sample Selection
Regression Discontinuity
Difference in Differences
Triple Difference and Beyond.
Matching
Nonmatching and Sample Selection
Regression Discontinuity
Difference in Differences
Triple Difference and Beyond.