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To aggregate or not to aggregate high-dimensional classifiers

BACKGROUND: High-throughput functional genomics technologies generate large amount of data with hundreds or thousands of measurements per sample. The number of sample is usually much smaller in the order of ten or hundred. This poses statistical challenges and calls for appropriate solutions for the...

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Bibliographic Details
Main Authors: Xu, Cheng-Jian, Hoefsloot, Huub CJ, Smilde, Age K
Format: Artigo
Language:Inglês
Published: BioMed Central 2011
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC3113942/
https://ncbi.nlm.nih.gov/pubmed/21569498
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-12-153
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