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Multilevel regularized regression for simultaneous taxa selection and network construction with metagenomic count data

Motivation: Identifying disease associated taxa and constructing networks for bacteria interactions are two important tasks usually studied separately. In reality, differentiation of disease associated taxa and correlation among taxa may affect each other. One genus can be differentiated because it...

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Publicat a:Bioinformatics
Autors principals: Liu, Zhenqiu, Sun, Fengzhu, Braun, Jonathan, McGovern, Dermot P.B., Piantadosi, Steven
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2015
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4382903/
https://ncbi.nlm.nih.gov/pubmed/25416747
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btu778
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