Guo, Shenyang.
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.
519.53 / GUO 2010
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.
519.53 / GUO 2010