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Zero-inflated generalized Dirichlet multinomial regression model for microbiome compositional data analysis

There is heightened interest in using high-throughput sequencing technologies to quantify abundances of microbial taxa and linking the abundance to human diseases and traits. Proper modeling of multivariate taxon counts is essential to the power of detecting this association. Existing models are lim...

詳細記述

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書誌詳細
出版年:Biostatistics
主要な著者: Tang, Zheng-Zheng, Chen, Guanhua
フォーマット: Artigo
言語:Inglês
出版事項: Oxford University Press 2019
主題:
オンライン・アクセス:https://ncbi.nlm.nih.gov/pmc/articles/PMC7410344/
https://ncbi.nlm.nih.gov/pubmed/29939212
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxy025
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