TY - BOOK AU - Lee, Myoung-jae. TI - Matching, regression discontinuity, difference in differences, and b eyond SN - 9780190258740 (paperback) U1 - 330.01/5195 23 PY - 2016/// CY - New York PB - Oxford University Press KW - Econometrics KW - Statistical matching KW - Regression analysis KW - Economics KW - Research KW - Methodology N1 - Includes bibliographical references (p. 241-252) and index N2 - " This book reviews the three most popular methods (and their extens ions) in applied economics and other social sciences: matching, regress ion discontinuity, and difference in differences. The book introduces t he underlying econometric/statistical ideas, shows what is identified a nd how the identified parameters are estimated, and then illustrates ho w they are applied with real empirical examples. The book emphasizes ho w to implement the three methods with data: many data and programs are provided in the online appendix. All readers---theoretical econometrici ans/statisticians, applied economists/social-scientists and researchers /students---will find something useful in the book from different persp ectives. "--; "A review of the three most popular methods (and their extensions) i n applied economics and other social sciences: matching, regression dis continuity, and difference in differences"-- ER -