Extending the Bayesian Adjustment for Confounding algorithm to binary treatment covariates to estimate the effect of smoking on carotid intima-media thickness: the Multi-Ethnic Study of Atherosclerosis

Author:

Lefebvre Geneviève1,Delaney Joseph A.2,McClelland Robyn L.3

Affiliation:

1. Department of Mathematics; Université du Québec à Montréal; Montréal Canada

2. Department of Epidemiology; University of Washington; Seattle, WA U.S.A.

3. Department of Biostatistics; University of Washington; Seattle, WA U.S.A.

Funder

Natural Sciences and Engineering Research Council of Canada

Fonds de Recherche du Québec - Santé

Publisher

Wiley

Subject

Statistics and Probability,Epidemiology

Reference29 articles.

1. Bayesian model averaging: a tutorial (with discussion);Hoeting;Statistical Science,1999

2. Discussion: performance of Bayesian model averaging;Raftery;Journal of the American Statistical Association,2003

3. Adjustment uncertainty in effect estimation;Crainiceanu;Biometrika,2008

4. Bayesian effect estimation accounting for adjustment uncertainty;Wang;Biometrics,2012

5. The effect of the prior distribution in the Bayesian Adjustment for Confounding algorithm;Lefebvre;Computational Statistics and Data Analysis,2014

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