Matching, regression discontinuity, difference in differences, and beyond
著者
書誌事項
Matching, regression discontinuity, difference in differences, and beyond
Oxford University Press, c2016
- : pbk
- : hbk
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注記
Includes bibliographical references (p. 241-252) and index
内容説明・目次
内容説明
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.
目次
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
「Nielsen BookData」 より
