Statistical hypothesis testing of factor loading in principal component analysis and its application to metabolite set enrichment analysis

BACKGROUND: Principal component analysis (PCA) has been widely used to visualize high-dimensional metabolomic data in a two- or three-dimensional subspace. In metabolomics, some metabolites (e.g., the top 10 metabolites) have been subjectively selected when using factor loading in PCA, and biologica...

Popoln opis

Shranjeno v:
Bibliografske podrobnosti
Main Authors: Yamamoto, Hiroyuki, Fujimori, Tamaki, Sato, Hajime, Ishikawa, Gen, Kami, Kenjiro, Ohashi, Yoshiaki
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2014
Teme:
Methodology Article
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC4015128/
https://ncbi.nlm.nih.gov/pubmed/24555693
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-15-51
Oznake: Označite
Brez oznak, prvi označite!

Podobne knjige/članki