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A Simultaneous Feature Selection and Compositional Association Test for Detecting Sparse Associations in High-Dimensional Metagenomic Data

Numerous metagenomic studies aim to discover associations between the microbial composition of an environment (e.g., gut, skin, oral) and a phenotype of interest. Multivariate analysis is often performed in these studies without critical a priori knowledge of which taxa are associated with the pheno...

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Detalles Bibliográficos
Autores principales: Hinton, Andrew L., Mucha, Peter J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8978828/
https://www.ncbi.nlm.nih.gov/pubmed/35387076
http://dx.doi.org/10.3389/fmicb.2022.837396