Statistical Analysis of NMR Metabolic Fingerprints: Established Methods and Recent Advances

Statistical Analysis of NMR Metabolic Fingerprints: Established Methods and Recent Advances

In this review, we summarize established and recent bioinformatic and statistical methods for the analysis of NMR-based metabolomics. Data analysis of NMR metabolic fingerprints exhibits several challenges, including unwanted biases, high dimensionality, and typically low sample numbers. Common anal...

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Bibliographic Details
Main Authors: Helena U. Zacharias, Michael Altenbuchinger, Wolfram Gronwald
Format: Article
Language:English
Published: MDPI AG 2018-08-01
Series:Metabolites
Subjects:
data normalization
data scaling
zero-sum
metabolic fingerprinting
NMR
statistical data analysis
Online Access:http://www.mdpi.com/2218-1989/8/3/47

Internet

http://www.mdpi.com/2218-1989/8/3/47

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