http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
1 online resource (xxiv, 421 pages) : illustrations (some color.
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.
Shenyang Guo, Washington University in St. Louis, Mark W. Fraser, University of North Carolina at Chapel Hill.
Includes bibliographical references (pages 395-408) and index.
Advanced quantitative techniques in the social sciences ; 11