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Multiple imputation with multivariate imputation by chained equation (MICE) package

Multiple imputation (MI) is an advanced technique for handing missing values. It is superior to single imputation in that it takes into account uncertainty in missing value imputation. However, MI is underutilized in medical literature due to lack of familiarity and computational challenges. The art...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Ann Transl Med
1. Verfasser: Zhang, Zhongheng
Format: Artigo
Sprache:Inglês
Veröffentlicht: AME Publishing Company 2016
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4731595/
https://ncbi.nlm.nih.gov/pubmed/26889483
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3978/j.issn.2305-5839.2015.12.63
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