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Bayesian propensity score analysis for observational data

Published:2008-11-14 Issue:1 Volume:28 Page:94-112
ISSN:0277-6715
Container-title:Statistics in Medicine
language:en
Short-container-title:Statist. Med.

Author:

McCandless Lawrence C.,Gustafson Paul,Austin Peter C.

Funder

Canadian Institutes of Health Research Team Grant in Cardiovascular Outcomes Research

Heart and Stroke Foundation of Ontario

British Columbia Michael Smith Foundation for Health Research

Publisher

Wiley

Subject

Statistics and Probability,Epidemiology

Link

http://onlinelibrary.wiley.com/wol1/doi/10.1002/sim.3460/fullpdf

Reference23 articles.

1. A comparison of propensity score methods: a case-study estimating the effectiveness of post-AMI statin use;Austin;Statistics in Medicine,2005

2. The design versus the analysis of observational studies for causal effects: parallels with the design of randomized trials;Rubin;Statistics in Medicine,2007

3. Analytic strategies to adjust for confounding using exposure propensity scores and disease risk scores: nonsteroidal anti-inflammatory drugs and short-term mortality in the elderly;Stümer;American Journal of Epidemiology,2005

4. The central role of the propensity score in observational studies for causal effects;Rosenbaum;Biometrika,1983

5. Reducing bias in observational studies using subclassification on the propensity score;Rosenbaum;Journal of the American Statistical Association,1984

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