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Obtaining insights from high-dimensional data: sparse principal covariates regression

BACKGROUND: Data analysis methods are usually subdivided in two distinct classes: There are methods for prediction and there are methods for exploration. In practice, however, there often is a need to learn from the data in both ways. For example, when predicting the antibody titers a few weeks afte...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Van Deun, Katrijn, Crompvoets, Elise A. V., Ceulemans, Eva
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5870402/
https://ncbi.nlm.nih.gov/pubmed/29587627
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-018-2114-5
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