The effect of the prior distribution in the \textit{Bayesian Adjustment for Confounding} algorithm

DOI10.1016/j.csda.2013.09.011zbMath1471.62110OpenAlexW2033511646MaRDI QIDQ1615233

Denis Talbot, Juli Atherton, Geneviève Lefebvre

Publication date: 2 November 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2013.09.011

zbMATH Keywords

BACpriorcross-validationprior distributionBayesian model averagingcausal inferenceBayesian adjustment for confounding

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15)

Related Items

Regularization and confounding in linear regression for treatment effect estimation, Accounting for uncertainty in confounder and effect modifier selection when estimating average causal effects in generalized linear models, BACprior

Uses Software

• R

Cites Work

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• Discussions
• Rejoinder: Bayesian Effect Estimation Accounting for Adjustment Uncertainty