Comparing normalization methods and the impact of noise

Introduction Failure to properly account for normal systematic variations in OMICS datasets may result in misleading biological conclusions. Accordingly, normalization is a necessary step in the proper preprocessing of OMICS datasets. In this regards, an optimal normalization method will effectively...

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Bibliographic Details
Published in:	Metabolomics Vol. 14; no. 8; pp. 108 - 10
Main Authors:	Vu, Thao, Riekeberg, Eli, Qiu, Yumou, Powers, Robert
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.08.2018 Springer Nature B.V
Subjects:	Biochemistry Biomedical and Life Sciences Biomedicine Cell Biology Datasets Developmental Biology Life Sciences Metabolomics Methods Molecular Medicine NMR Noise Nuclear magnetic resonance Original Article Metabolomics NMR Normalization Noise Preprocessing chemometrics
ISSN:	1573-3882, 1573-3890, 1573-3890
Online Access:	Get full text
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