Graphical and numerical diagnostic tools to assess multiple imputation models by posterior predictive checking

PROBLEM: The congenial of the imputation model is crucial for valid statistical inferences. Hence, it is important to develop methodologies for diagnosing imputation models. AIM: We propose and evaluate a new diagnostic method based on posterior predictive checking to diagnose the congeniality of fu...

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Detalles Bibliográficos
Autores principales: Cai, Mingyang, van Buuren, Stef, Vink, Gerko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10285146/
https://www.ncbi.nlm.nih.gov/pubmed/37360073
http://dx.doi.org/10.1016/j.heliyon.2023.e17077

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10285146/
https://www.ncbi.nlm.nih.gov/pubmed/37360073
http://dx.doi.org/10.1016/j.heliyon.2023.e17077

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