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Bayesian Model Averaging for Propensity Score Analysis

This article considers Bayesian model averaging as a means of addressing uncertainty in the selection of variables in the propensity score equation. We investigate an approximate Bayesian model averaging approach based on the model-averaged propensity score estimates produced by the R package BMA bu...

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Bibliographic Details
Published in:Multivariate Behav Res
Main Authors: Kaplan, David, Chen, Jianshen
Format: Artigo
Language:Inglês
Published: 2014
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6070389/
https://ncbi.nlm.nih.gov/pubmed/26735355
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/00273171.2014.928492
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