A generalized double robust Bayesian model averaging approach to causal effect estimation with application to the study of osteoporotic fractures

Analysts often use data-driven approaches to supplement their knowledge when selecting covariates for effect estimation. Multiple variable selection procedures for causal effect estimation have been devised in recent years, but additional developments are still required to adequately address the nee...

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Bibliographic Details
Main Authors: Talbot Denis, Beaudoin Claudia
Format: Article
Language:English
Published: De Gruyter 2022-11-01
Series:Journal of Causal Inference
Subjects:
Online Access:https://doi.org/10.1515/jci-2021-0023