ProgPerm: Progressive permutation for a dynamic representation of the robustness of microbiome discoveries

ProgPerm: Progressive permutation for a dynamic representation of the robustness of microbiome discoveries

Abstract Background Identification of features is a critical task in microbiome studies that is complicated by the fact that microbial data are high dimensional and heterogeneous. Masked by the complexity of the data, the problem of separating signals (differential features between groups) from nois...

Full description

Bibliographic Details
Main Authors: Liangliang Zhang, Yushu Shi, Kim-Anh Do, Christine B. Peterson, Robert R. Jenq
Format: Article
Language:English
Published: BMC 2021-03-01
Series:BMC Bioinformatics
Subjects:
Differential test
Fragility index
Feature selection
Microbiome
Permutation
Robustness
Online Access:https://doi.org/10.1186/s12859-021-04061-3

Internet

https://doi.org/10.1186/s12859-021-04061-3

Similar Items