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Improved methods for estimating fraction of missing information in multiple imputation

Multiple imputation (MI) has become the most popular approach in handling missing data. Closely associated with MI, the fraction of missing information (FMI) is an important parameter for diagnosing the impact of missing data. Currently γ(m), the sample value of FMI estimated from MI of a limited m,...

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Détails bibliographiques
Publié dans:Cogent Math Stat
Auteurs principaux: Pan, Qiyuan, Wei, Rong
Format: Artigo
Langue:Inglês
Publié: 2018
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6423960/
https://ncbi.nlm.nih.gov/pubmed/30899916
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/25742558.2018.1551504
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