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Model Selection Criteria for Missing-Data Problems Using the EM Algorithm

We consider novel methods for the computation of model selection criteria in missing-data problems based on the output of the EM algorithm. The methodology is very general and can be applied to numerous situations involving incomplete data within an EM framework, from covariates missing at random in...

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Main Authors: Ibrahim, Joseph G., Zhu, Hongtu, Tang, Niansheng
Formato: Artigo
Idioma:Inglês
Publicado: 2008
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC2728244/
https://ncbi.nlm.nih.gov/pubmed/19693282
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/016214508000001057
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