Normalization Methods for the Analysis of Unbalanced Transcriptome Data: A Review

Dozens of normalization methods for correcting experimental variation and bias in high-throughput expression data have been developed during the last two decades. Up to 23 methods among them consider the skewness of expression data between sample states, which are even more than the conventional met...

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Bibliographic Details
Main Authors: Xueyan Liu, Nan Li, Sheng Liu, Jun Wang, Ning Zhang, Xubin Zheng, Kwong-Sak Leung, Lixin Cheng
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-11-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fbioe.2019.00358/full