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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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書誌詳細
主要な著者: Xu, Cheng-Jian, Hoefsloot, Huub CJ, Smilde, Age K
フォーマット: Artigo
言語:Inglês
出版事項: BioMed Central 2011
主題:
オンライン・アクセス: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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