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A distance based multisample test for high-dimensional compositional data with applications to the human microbiome

BACKGROUND: Compositional data refer to the data that lie on a simplex, which are common in many scientific domains such as genomics, geology and economics. As the components in a composition must sum to one, traditional tests based on unconstrained data become inappropriate, and new statistical met...

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Detalles Bibliográficos
Autores principales: Zhang, Qingyang, Dao, Thy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7713147/
https://www.ncbi.nlm.nih.gov/pubmed/33272203
http://dx.doi.org/10.1186/s12859-020-3530-x