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Propensity score analysis : statistical methods and applications / Shenyang Guo, Mark W. Fraser.

By: Contributor(s): Material type: TextTextLanguage: English Series: Advanced quantitative techniques in the social sciencesPublication details: Thousand Oaks, Calif. : Sage Publications, c2010.Description: xviii, 370 pISBN:
  • 9781412953566 (cloth)
Subject(s): DDC classification:
  • 519.5/3
Contents:
1.Counterfactual framework and assumptions -- 2. Conventional methods for data balancing -- 3.Sample selection and related models -- 4.Propensity score matching and related models -- 5.Matching estimators -- 6.Propensity score analysis with nonparametric regression -- 7.Selection bias and sensitivity analysis -- 8.Concluding remarks.
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Item type Current library Collection Call number Status Barcode
Books Books Library, SPAB G-1 Non Fiction 519.53 GUO-P (Browse shelf(Opens below)) Available 004994
Total holds: 0

1.Counterfactual framework and assumptions --
2. Conventional methods for data balancing --
3.Sample selection and related models --
4.Propensity score matching and related models --
5.Matching estimators --
6.Propensity score analysis with nonparametric regression --
7.Selection bias and sensitivity analysis --
8.Concluding remarks.

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