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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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書目詳細資料
發表在:Biostatistics
Main Authors: Xu, Dandan, Daniels, Michael J., Winterstein, Almut G.
格式: Artigo
語言:Inglês
出版: Oxford University Press 2016
主題:
在線閱讀: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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