Matching, regression discontinuity, difference in differences, and beyond

by Lee, Myoung-jae

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Title Statements

Full title :Matching, regression discontinuity, difference in differences, and beyond / Myoung-Jae Lee.

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.

"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"

Edition Statements

Publication Date:c2016.

Publication Statements

Publisher(s):Oxford University Press
Place of Publication:Oxford
Language:spa
Publication Date:c2016.

The Physical Object

Description:xviii, 257 páginas ; : 24 cm

Edition Identifiers

ISBN:9780190258740, 0190258748
oclc:on1035459313
Dewey Decimal:330.015195

Contenido: Basics of treatment effect analysis. -- Matching. -- Nonmatching and sample selection. -- Regression discontinuity. -- Difference in differences. -- Triple difference and beyond. .

Subjects

ANALISIS DE REGRESION Analyse de régression Econometría Econometrics Économétrie Economics -- Research Economie politique -- Recherche regression analysis