Propensity score analysis : statistical methods and applications
Material type: TextPublication details: Los Angels Sage 2015Edition: 2nd EdDescription: xxii, 421p. 24 cm ; HardISBN:- 9781452235004
- 519.53 GUO
Item type | Current library | Collection | Call number | Status | Date due | Barcode | |
---|---|---|---|---|---|---|---|
Books | H.T. Parekh Library | GSB Collection | 519.53 GUO (Browse shelf(Opens below)) | Available | B2104 |
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.
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