Propensity score analysis : statistical methods and applications /
Shenyang Guo, Mark W. Fraser.
- Los Angeles ;London : SAGE, c2010.
- xviii, 370 p. : ill. ; 24 cm.
- Advanced quantitative techniques in the social sciences series ; v. 12 .
- Advanced quantitative techniques in the social sciences series ; v. 12. .
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.
9781412953566 (hbk.) 1412953561 (hbk.)
Social sciences--Statistical methods. Analysis of variance.