Cargando…
A Phylogeny-Regularized Sparse Regression Model for Predictive Modeling of Microbial Community Data
Fueled by technological advancement, there has been a surge of human microbiome studies surveying the microbial communities associated with the human body and their links with health and disease. As a complement to the human genome, the human microbiome holds great potential for precision medicine....
Autores principales: | Xiao, Jian, Chen, Li, Yu, Yue, Zhang, Xianyang, Chen, Jun |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6305753/ https://www.ncbi.nlm.nih.gov/pubmed/30619188 http://dx.doi.org/10.3389/fmicb.2018.03112 |
Ejemplares similares
-
Predictive Modeling of Microbiome Data Using a Phylogeny-Regularized Generalized Linear Mixed Model
por: Xiao, Jian, et al.
Publicado: (2018) -
Editorial: Microbial Taxonomy, Phylogeny and Biodiversity
por: Romalde, Jesús L., et al.
Publicado: (2019) -
Host Phylogeny and Diet Shape Gut Microbial Communities Within Bamboo-Feeding Insects
por: Huang, Kuanguan, et al.
Publicado: (2021) -
Incomplete Concordance Between Host Phylogeny and Gut Microbial Community in Tibetan Wetland Birds
por: Bo, Tingbei, et al.
Publicado: (2022) -
Seagull: lasso, group lasso and sparse-group lasso regularization for linear regression models via proximal gradient descent
por: Klosa, Jan, et al.
Publicado: (2020)