Non-negative principal component analysis for NMR-based metabolomic data analysis

Non-negative principal component analysis for NMR-based metabolomic data analysis

Proton nuclear magnetic resonance ( 1H-NMR) spectroscopy is one of the major analytical platforms used in metabolomics. The data acquired from NMR experiments are frequently processed using multivariate statistical methods such as principal component analysis (PCA) and partial least squares (PLS) to...

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Bibliographic Details
Main Authors: Lingli, Deng, Cheng, Kian Kai, Jiyang, Dong, Julian, L. Griffin, Zhong, Chen
Format: Article
Published: Elsevier 2012
Subjects:
TP Chemical technology
Online Access:http://eprints.utm.my/id/eprint/32964/
http://dx.doi.org/10.1016/j.chemolab.2012.07.011
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Institution: Universiti Teknologi Malaysia

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http://eprints.utm.my/id/eprint/32964/
http://dx.doi.org/10.1016/j.chemolab.2012.07.011

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