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Bayesian LASSO, Scale Space and Decision Making in Association Genetics

BACKGROUND: LASSO is a penalized regression method that facilitates model fitting in situations where there are as many, or even more explanatory variables than observations, and only a few variables are relevant in explaining the data. We focus on the Bayesian version of LASSO and consider four pro...

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Detalles Bibliográficos
Autores principales: Pasanen, Leena, Holmström, Lasse, Sillanpää, Mikko J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4391919/
https://www.ncbi.nlm.nih.gov/pubmed/25856391
http://dx.doi.org/10.1371/journal.pone.0120017