Propensity score analysis: statistical methods and applications
Thousand Oaks, Calif.
Sage Publications
c2010
xviii, 370 p.: ill. ; 24 cm.
Advanced quantitative techniques in the social sciences ;v. 11
Includes bibliographical references and index
Shenyang Guo, Mark W. Fraser
Counterfactual framework and assumptions -- Conventional methods for data balancing -- Sample selection and related models -- Propensity score matching and related models -- Matching estimators -- Propensity score analysis with nonparametric regression -- Selection bias and sensitivity analysis -- Concluding remarks