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Clustering microbiome data using mixtures of logistic normal multinomial models

Discrete data such as counts of microbiome taxa resulting from next-generation sequencing are routinely encountered in bioinformatics. Taxa count data in microbiome studies are typically high-dimensional, over-dispersed, and can only reveal relative abundance therefore being treated as compositional...

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Detalles Bibliográficos
Autores principales: Fang, Yuan, Subedi, Sanjeena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10484970/
https://www.ncbi.nlm.nih.gov/pubmed/37679485
http://dx.doi.org/10.1038/s41598-023-41318-8