HARMONIES: A Hybrid Approach for Microbiome Networks Inference via Exploiting Sparsity

HARMONIES: A Hybrid Approach for Microbiome Networks Inference via Exploiting Sparsity

The human microbiome is a collection of microorganisms. They form complex communities and collectively affect host health. Recently, the advances in next-generation sequencing technology enable the high-throughput profiling of the human microbiome. This calls for a statistical model to construct mic...

Full description

Bibliographic Details
Main Authors: Shuang Jiang, Guanghua Xiao, Andrew Y. Koh, Yingfei Chen, Bo Yao, Qiwei Li, Xiaowei Zhan
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-06-01
Series:Frontiers in Genetics
Subjects:
Bayesian statistics
microbiome network
Gaussian graphical model
Dirichlet process prior
hierarchical model
Online Access:https://www.frontiersin.org/article/10.3389/fgene.2020.00445/full

Similar Items

Similar Items