Bayesian compositional regression with microbiome features via variational inference

The microbiome plays a key role in the health of the human body. Interest often lies in finding features of the microbiome, alongside other covariates, which are associated with a phenotype of interest. One important property of microbiome data, which is often overlooked, is its compositionality as...

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Detalles Bibliográficos
Autores principales: Scott, Darren A. V., Benavente, Ernest, Libiseller-Egger, Julian, Fedorov, Dmitry, Phelan, Jody, Ilina, Elena, Tikhonova, Polina, Kudryavstev, Alexander, Galeeva, Julia, Clark, Taane, Lewin, Alex
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10201722/
https://www.ncbi.nlm.nih.gov/pubmed/37217852
http://dx.doi.org/10.1186/s12859-023-05219-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10201722/
https://www.ncbi.nlm.nih.gov/pubmed/37217852
http://dx.doi.org/10.1186/s12859-023-05219-x

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