Propensity score analysis :
Guo, Shenyang,
Propensity score analysis : - Second edition. - xxiv, 421 pages : illustrations (some color) ; - Advanced quantitative techniques in the social sciences ; .
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)
Social sciences
Analysis of variance.
MED HA29 / .G91775
Propensity score analysis : - Second edition. - xxiv, 421 pages : illustrations (some color) ; - Advanced quantitative techniques in the social sciences ; .
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)
Social sciences
Analysis of variance.
MED HA29 / .G91775