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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...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Oxford University Press
2021
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| Materias: | |
| 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 |