Propensity score methods and applications. (2018)

• Record Type: Book
• Further Information: Note: Haiyan Bai, M.H. Clark.
• Authors: Bai, Haiyan; Clark, M. H (Margaret Hilary)
• Contents: Series Editor’s Introduction; About the Authors; Acknowledgments; 1. Basic Concepts of Propensity Score Methods; 1.1 Causal Inference; 1.2 Propensity Scores; 1.3 Assumptions; 1.4 Summary of the Chapter; 2. Covariate Selection and Propensity Score Estimation; 2.1 Covariate Selection; 2.2 Propensity Score Estimation; 2.3 Summary of the Chapter; 2.4 An Example; 3. Propensity Score Adjustment Methods; 3.1 Propensity Score Matching; 3.2 Other Propensity Score Adjustment Methods; 3.3 Summary of the Chapter; 3.4 An Example; 4. Covariate Evaluation and Causal Effect Estimation; 4.1 Evaluating the Balance of Covariate Distributions; 4.2 Causal Effect Estimation; 4.3 Sensitivity Analysis; 4.4 Summary of the Chapter; 4.5 An Example; 5. Conclusion; 5.1 Limitations of the Propensity Score Methods and How to Address Them; 5.2 Summary of Propensity Score Procedures; 5.3 Final Comments; References; Index
• Publisher Details: Thousand Oaks : SAGE Publications, Inc
• Publication Date: 2018
• Extent: 1 online resource (136 pages)
• Subjects: 519.50243; Social sciences -- Statistical methods
• Languages: English
• ISBNs: 9781506378060; 1506378064
• 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.