TY - GEN AB - " 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. "-- AU - Lee, Myoung-jae, CN - Oxford Scholarship Online CN - HB139 DO - 10.1093/acprof:oso/9780190258733 DO - doi ID - 756833 KW - Econometrics. KW - Statistical matching. KW - Regression analysis. KW - Economics LK - https://univsouthin.idm.oclc.org/login?url=http://dx.doi.org/10.1093/acprof:oso/9780190258733.001.0001 N2 - " 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. "-- SN - 9780190258771 T1 - Matching, regression discontinuity, difference in differences, and beyond TI - Matching, regression discontinuity, difference in differences, and beyond UR - https://univsouthin.idm.oclc.org/login?url=http://dx.doi.org/10.1093/acprof:oso/9780190258733.001.0001 ER -