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Data Driven Estimation of Imputation Error—A Strategy for Imputation with a Reject Option

Missing data is a common problem in many research fields and is a challenge that always needs careful considerations. One approach is to impute the missing values, i.e., replace missing values with estimates. When imputation is applied, it is typically applied to all records with missing values indi...

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Detalles Bibliográficos
Autores principales: Bak, Nikolaj, Hansen, Lars K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5056679/
https://www.ncbi.nlm.nih.gov/pubmed/27723782
http://dx.doi.org/10.1371/journal.pone.0164464