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Super-sparse principal component analyses for high-throughput genomic data

BACKGROUND: Principal component analysis (PCA) has gained popularity as a method for the analysis of high-dimensional genomic data. However, it is often difficult to interpret the results because the principal components are linear combinations of all variables, and the coefficients (loadings) are t...

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Bibliografiske detaljer
Main Authors: Lee, Donghwan, Lee, Woojoo, Lee, Youngjo, Pawitan, Yudi
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2010
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2902448/
https://ncbi.nlm.nih.gov/pubmed/20525176
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-11-296
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