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Compositional Data Analysis of Microbiome and Any-Omics Datasets: A Validation of the Additive Logratio Transformation

Microbiome and omics datasets are, by their intrinsic biological nature, of high dimensionality, characterized by counts of large numbers of components (microbial genes, operational taxonomic units, RNA transcripts, etc.). These data are generally regarded as compositional since the total number of...

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Detalles Bibliográficos
Autores principales: Greenacre, Michael, Martínez-Álvaro, Marina, Blasco, Agustín
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8561721/
https://www.ncbi.nlm.nih.gov/pubmed/34737726
http://dx.doi.org/10.3389/fmicb.2021.727398