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A selective review of robust variable selection with applications in bioinformatics

A drastic amount of data have been and are being generated in bioinformatics studies. In the analysis of such data, the standard modeling approaches can be challenged by the heavy-tailed errors and outliers in response variables, the contamination in predictors (which may be caused by, for instance,...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Brief Bioinform
Main Authors: Wu, Cen, Ma, Shuangge
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2015
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC4570200/
https://ncbi.nlm.nih.gov/pubmed/25479793
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bib/bbu046
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