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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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Detalhes bibliográficos
Publicado no:Cogent Math Stat
Main Authors: Pan, Qiyuan, Wei, Rong
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha: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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