Fully moderated t-statistic in linear modeling of mixed effects for differential expression analysis

Abstract Background Gene expression profiling experiments with few replicates lead to great variability in the estimates of gene variances. Toward this end, several moderated t-test methods have been developed to reduce this variability and to increase power for testing differential expression. Most...

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Bibliographic Details
Main Authors: Lianbo Yu, Jianying Zhang, Guy Brock, Soledad Fernandez
Format: Article
Language:English
Published: BMC 2019-12-01
Series:BMC Bioinformatics
Subjects:
Online Access:https://doi.org/10.1186/s12859-019-3248-9