TY - BOOK AU - Guo, Shenyang,; Fraser, Mark W TI - Propensity score analysis : statistical methods and applications SN - 9781452235004 U1 - 519.53 GUO PY - 2015/// CY - Los Angels PB - Sage KW - Social sciences--Statistical methods KW - Analysis of variance N1 - BW/130/2016-17/20 May 16/Rs.5888.40/-; 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 N2 - Provides readers with a systematic review of the origins, history, and statistical foundations of Propensity Score Analysis (PSA) and illustrates how it can be used for solving evaluation and causal-inference problems UR - https://in.sagepub.com/en-in/sas/propensity-score-analysis/book238151 ER -