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Sequential BART for imputation of missing covariates

To conduct comparative effectiveness research using electronic health records (EHR), many covariates are typically needed to adjust for selection and confounding biases. Unfortunately, it is typical to have missingness in these covariates. Just using cases with complete covariates will result in con...

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Detalhes bibliográficos
Publicado no:Biostatistics
Main Authors: Xu, Dandan, Daniels, Michael J., Winterstein, Almut G.
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4915613/
https://ncbi.nlm.nih.gov/pubmed/26980459
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxw009
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