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Zero-inflated Poisson factor model with application to microbiome read counts

Dimension reduction of high-dimensional microbiome data facilitates subsequent analysis such as regression and clustering. Most existing reduction methods cannot fully accommodate the special features of the data such as count-valued and excessive zero reads. We propose a zero-inflated Poisson facto...

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Detalhes bibliográficos
Publicado no:Biometrics
Main Authors: Xu, Tianchen, Demmer, Ryan T., Li, Gen
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7594114/
https://ncbi.nlm.nih.gov/pubmed/32277466
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/biom.13272
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