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Predicting phenotypes from microarrays using amplified, initially marginal, eigenvector regression

MOTIVATION: The discovery of relationships between gene expression measurements and phenotypic responses is hampered by both computational and statistical impediments. Conventional statistical methods are less than ideal because they either fail to select relevant genes, predict poorly, ignore the u...

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書目詳細資料
發表在:Bioinformatics
Main Authors: Ding, Lei, McDonald, Daniel J
格式: Artigo
語言:Inglês
出版: Oxford University Press 2017
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC5870707/
https://ncbi.nlm.nih.gov/pubmed/28881997
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btx265
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