Aggregating Knockoffs for False Discovery Rate Control with an Application to Gut Microbiome Data

Recent discoveries suggest that our gut microbiome plays an important role in our health and wellbeing. However, the gut microbiome data are intricate; for example, the microbial diversity in the gut makes the data high-dimensional. While there are dedicated high-dimensional methods, such as the las...

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Bibliographic Details
Main Authors: Fang Xie, Johannes Lederer
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/23/2/230