Gap-com: general model selection criterion for sparse undirected gene networks with nontrivial community structure

We introduce a new model selection criterion for sparse complex gene network modeling where gene co-expression relationships are estimated from data. This is a novel formulation of the gap statistic and it can be used for the optimal choice of a regularization parameter in graphical models. Our crit...

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Detalles Bibliográficos
Autores principales: Kuismin, Markku, Dodangeh, Fatemeh, Sillanpää, Mikko J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Software and Data Resources
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9210289/
https://www.ncbi.nlm.nih.gov/pubmed/35100338
http://dx.doi.org/10.1093/g3journal/jkab437

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9210289/
https://www.ncbi.nlm.nih.gov/pubmed/35100338
http://dx.doi.org/10.1093/g3journal/jkab437

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