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

By: Contributor(s): Series: Advanced quantitative techniques in the social sciences series ; v. 12.Publication details: Los Angeles ;London : SAGE, c2010.Description: xviii, 370 p. : ill. ; 24 cmISBN:
  • 9781412953566 (hbk.)
  • 1412953561 (hbk.)
Subject(s): DDC classification:
  • 519.53 GUO 2010
Contents:
Counterfactual framework and assumptions -- Conventional methods for data balancing -- Sample selection and related models -- Propensity score matching and related models -- Matching estimators -- Propensity score analysis with nonparametric regression -- Selection bias and sensitivity analysis -- Concluding remarks.
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Includes bibliographical references (p. 335-345) and indexes.

Counterfactual framework and assumptions -- Conventional methods for data balancing -- Sample selection and related models -- Propensity score matching and related models -- Matching estimators -- Propensity score analysis with nonparametric regression -- Selection bias and sensitivity analysis -- Concluding remarks.