A data augmentation approach for a class of statistical inference problems

We present an algorithm for a class of statistical inference problems. The main idea is to reformulate the inference problem as an optimization procedure, based on the generation of surrogate (auxiliary) functions. This approach is motivated by the MM algorithm, combined with the systematic and iter...

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Detalles Bibliográficos
Autores principales: Carvajal, Rodrigo, Orellana, Rafael, Katselis, Dimitrios, Escárate, Pedro, Agüero, Juan Carlos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6287833/
https://www.ncbi.nlm.nih.gov/pubmed/30532211
http://dx.doi.org/10.1371/journal.pone.0208499

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6287833/
https://www.ncbi.nlm.nih.gov/pubmed/30532211
http://dx.doi.org/10.1371/journal.pone.0208499

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