Propensity score analysis : statistical methods and applications /
Guo, Shenyang,
Propensity score analysis : statistical methods and applications / Created by Shenyang Guo, Washington University in St. Louis and Mark W. Fraser, University of North Carolina at Chapel Hill. - Second edition. - Los Angeles Sage 2015 - 421 pages : illustrations (some color) ; 24 cm. - Advanced quantitative techniques in the social sciences ; 11 .
Includes bibliographical references (pages 395-408) and index.
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.
9781452235004 (hardcover : acidfree paper) 1452235007 (hardcover : acidfree paper)
Fraser, Mark W. 1946 - --author
Social sciences--Statistical methods.
Analysis of variance.
HA29
Propensity score analysis : statistical methods and applications / Created by Shenyang Guo, Washington University in St. Louis and Mark W. Fraser, University of North Carolina at Chapel Hill. - Second edition. - Los Angeles Sage 2015 - 421 pages : illustrations (some color) ; 24 cm. - Advanced quantitative techniques in the social sciences ; 11 .
Includes bibliographical references (pages 395-408) and index.
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.
9781452235004 (hardcover : acidfree paper) 1452235007 (hardcover : acidfree paper)
Fraser, Mark W. 1946 - --author
Social sciences--Statistical methods.
Analysis of variance.
HA29