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Partial Least Squares Discriminant Analysis and Bayesian Networks for Metabolomic Prediction of Childhood Asthma

To explore novel methods for the analysis of metabolomics data, we compared the ability of Partial Least Squares Discriminant Analysis (PLS-DA) and Bayesian networks (BN) to build predictive plasma metabolite models of age three asthma status in 411 three year olds (n = 59 cases and 352 controls) fr...

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Bibliografiske detaljer
Udgivet i:Metabolites
Main Authors: Kelly, Rachel S., McGeachie, Michael J., Lee-Sarwar, Kathleen A., Kachroo, Priyadarshini, Chu, Su H., Virkud, Yamini V., Huang, Mengna, Litonjua, Augusto A., Weiss, Scott T., Lasky-Su, Jessica
Format: Artigo
Sprog:Inglês
Udgivet: MDPI 2018
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6316795/
https://ncbi.nlm.nih.gov/pubmed/30360514
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/metabo8040068
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