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netReg: network-regularized linear models for biological association studies

SUMMARY: Modelling biological associations or dependencies using linear regression is often complicated when the analyzed data-sets are high-dimensional and less observations than variables are available (n ≪ p). For genomic data-sets penalized regression methods have been applied settling this issu...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Bioinformatics
Prif Awduron: Dirmeier, Simon, Fuchs, Christiane, Mueller, Nikola S, Theis, Fabian J
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Oxford University Press 2018
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6030897/
https://ncbi.nlm.nih.gov/pubmed/29077797
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btx677
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