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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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Podrobná bibliografie
Vydáno v:Biostatistics
Hlavní autoři: Xu, Dandan, Daniels, Michael J., Winterstein, Almut G.
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2016
Témata:
On-line přístup: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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