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Bias Reduction Methods for Propensity Scores Estimated from Error-Prone EHR-Derived Covariates

As the use of electronic health records (EHR) to estimate treatment effects has become widespread, concern about bias introduced by error in EHR-derived covariates has also grown. While methods exist to address measurement error in individual covariates, little prior research has investigated the im...

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Détails bibliographiques
Publié dans:Health Serv Outcomes Res Methodol
Auteurs principaux: Harton, Joanna, Mamtani, Ronac, Mitra, Nandita, Hubbard, Rebecca A.
Format: Artigo
Langue:Inglês
Publié: 2020
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC8210692/
https://ncbi.nlm.nih.gov/pubmed/34149306
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10742-020-00219-3
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