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(Ebook) Matching, regression discontinuity, difference in differences, and beyond by Lee, Myoung-jae ISBN 9780190258733, 9780190258740, 019025873X, 0190258748

  • SKU: EBN-5744196
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Authors:Lee, Myoung-jae
Pages:280 pages.
Year:2016
Editon:1
Publisher:Oxford University Press
Language:english
File Size:1.77 MB
Format:pdf
ISBNS:9780190258733, 9780190258740, 019025873X, 0190258748
Categories: Ebooks

Product desciption

(Ebook) Matching, regression discontinuity, difference in differences, and beyond by Lee, Myoung-jae ISBN 9780190258733, 9780190258740, 019025873X, 0190258748

Machine generated contents note: -- 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

" 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. "

"A review of the three most popular methods (and their extensions) in applied economics and other social sciences: matching, regression discontinuity, and difference in differences"
Abstract: Machine generated contents note: -- 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

" 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. "

"A review of the three most popular methods (and their extensions) in applied economics and other social sciences: matching, regression discontinuity, and difference in differences"

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