Propensity score analysis : statistical methods and applications
Guo, Shenyang,; Fraser, Mark W
Propensity score analysis : statistical methods and applications - 2nd Ed - Los Angels Sage 2015 - xxii, 421p. 24 cm ; Hard
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.
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.
9781452235004
Social sciences--Statistical methods
Analysis of variance
519.53 GUO
Propensity score analysis : statistical methods and applications - 2nd Ed - Los Angels Sage 2015 - xxii, 421p. 24 cm ; Hard
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.
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.
9781452235004
Social sciences--Statistical methods
Analysis of variance
519.53 GUO