TY - BOOK AU - Guo,Shenyang AU - Fraser,Mark W. TI - Propensity score analysis: statistical methods and applications T2 - Advanced quantitative techniques in the social sciences SN - 9781452235004 (hardcover : acidfree paper) AV - HA29 PY - 2015/// CY - Los Angeles PB - Sage KW - Fraser, Mark W. KW - Social sciences KW - Statistical methods KW - Analysis of variance N1 - Includes bibliographical references (pages 395-408) and index; Introduction -- Counterfactual framework and assumptions -- Conventional methods for data balancing -- Sample selection and related models -- Propensity score matching and related models -- Propensity score subclassification -- Propensity score weighting -- Matching estimators -- Propensity score analysis with nonparametric regression -- Propensity score analysis of categorical or continuous treatments -- Selection bias and sensitivity analysis -- Concluding remarks ER -