Propensity Score Analysis : Statistical Methods and Applications /: Statistical Methods and Applications. ([2015])

• Record Type: Book
• Further Information: Note: Shenyang Guo, Mark W. Fraser.
• Authors: Guo, Shenyang; Fraser, Mark W, 1946-
• Contents: 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.
• Edition: Second edition
• Publisher Details: Los Angeles : SAGE Publications, Inc
• Publication Date: 2015
• Extent: 1 online resource (xxiv, 421 pages), illustrations
• Subjects: 519.53; Social sciences -- Statistical methods; Analysis of variance; Analysis of variance; Social sciences -- Statistical methods
• Languages: English
• ISBNs: 9781483311647; 1483311643; 9781483322520; 1483322521
• Related ISBNs: 9781452235004
• Notes: Note: Includes bibliographical references and index.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.