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MCPeSe: Monte Carlo penalty selection for graphical lasso

MOTIVATION: Graphical lasso (Glasso) is a widely used tool for identifying gene regulatory networks in systems biology. However, its computational efficiency depends on the choice of regularization parameter (tuning parameter), and selecting this parameter can be highly time consuming. Although full...

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Detalles Bibliográficos
Autores principales: Kuismin, Markku, Sillanpää, Mikko J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8097680/
https://www.ncbi.nlm.nih.gov/pubmed/32805018
http://dx.doi.org/10.1093/bioinformatics/btaa734