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Robust Gaussian Graphical Modeling via l(1) Penalization

Gaussian graphical models have been widely used as an effective method for studying the conditional independency structure among genes and for constructing genetic networks. However, gene expression data typically have heavier tails or more outlying observations than the standard Gaussian distributi...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Sun, Hokeun, Li, Hongzhe
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: 2012
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC3535542/
https://ncbi.nlm.nih.gov/pubmed/23020775
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1541-0420.2012.01785.x
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