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