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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...

詳細記述

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書誌詳細
出版年:Biostatistics
主要な著者: Xu, Dandan, Daniels, Michael J., Winterstein, Almut G.
フォーマット: Artigo
言語:Inglês
出版事項: Oxford University Press 2016
主題:
オンライン・アクセス: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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