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The partitioned LASSO-patternsearch algorithm with application to gene expression data

BACKGROUND: In systems biology, the task of reverse engineering gene pathways from data has been limited not just by the curse of dimensionality (the interaction space is huge) but also by systematic error in the data. The gene expression barcode reduces spurious association driven by batch effects...

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Detalles Bibliográficos
Autores principales: Shi, Weiliang, Wahba, Grace, Irizarry, Rafael A, Bravo, Hector Corrada, Wright, Stephen J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3505477/
https://www.ncbi.nlm.nih.gov/pubmed/22587526
http://dx.doi.org/10.1186/1471-2105-13-98