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Avoiding bias due to perfect prediction in multiple imputation of incomplete categorical variables()

Multiple imputation is a popular way to handle missing data. Automated procedures are widely available in standard software. However, such automated procedures may hide many assumptions and possible difficulties from the view of the data analyst. Imputation procedures such as monotone imputation and...

詳細記述

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書誌詳細
主要な著者: White, Ian R., Daniel, Rhian, Royston, Patrick
フォーマット: Artigo
言語:Inglês
出版事項: North-Holland Pub. Co 2010
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC3990447/
https://ncbi.nlm.nih.gov/pubmed/24748700
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2010.04.005
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