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Model checking in multiple imputation: an overview and case study

BACKGROUND: Multiple imputation has become very popular as a general-purpose method for handling missing data. The validity of multiple-imputation-based analyses relies on the use of an appropriate model to impute the missing values. Despite the widespread use of multiple imputation, there are few g...

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Detalhes bibliográficos
Publicado no:Emerg Themes Epidemiol
Main Authors: Nguyen, Cattram D., Carlin, John B., Lee, Katherine J.
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5569512/
https://ncbi.nlm.nih.gov/pubmed/28852415
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12982-017-0062-6
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