Matching, Regression Discontinuity, Difference in Differences, and Beyond - Lee, Myoung-jae (Professor of Economics, Professor of Economics, Korea University, Seoul)

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.