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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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Bibliografske podrobnosti
izdano v:Biostatistics
Main Authors: Xu, Dandan, Daniels, Michael J., Winterstein, Almut G.
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2016
Teme:
Online dostop: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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