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Partial Least Squares Discriminant Analysis and Bayesian Networks for Metabolomic Prediction of Chil...

Partial Least Squares Discriminant Analysis and Bayesian Networks for Metabolomic Prediction of Chil...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_5ce9a2e01281454794c2b9b9fd75f669

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

About this item

Full title

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

Publisher

Switzerland: MDPI AG

Journal title

Metabolites, 2018-10, Vol.8 (4), p.68

Language

English

Formats

Publication information

Publisher

Switzerland: MDPI AG

More information

Scope and Contents

Contents

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 (
= 59 cases and 352 controls) from the Vitamin D Antenatal Asthma Reduction Tria...

Alternative Titles

Full title

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

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_5ce9a2e01281454794c2b9b9fd75f669

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_5ce9a2e01281454794c2b9b9fd75f669

Other Identifiers

ISSN

2218-1989

E-ISSN

2218-1989

DOI

10.3390/metabo8040068

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