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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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Detalles Bibliográficos
Autores principales: Pan, Qiyuan, Wei, Rong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6423960/
https://www.ncbi.nlm.nih.gov/pubmed/30899916
http://dx.doi.org/10.1080/25742558.2018.1551504