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Pathway hunting by random survival forests

Motivation: Pathway or gene set analysis has been widely applied to genomic data. Many current pathway testing methods use univariate test statistics calculated from individual genomic markers, which ignores the correlations and interactions between candidate markers. Random forests-based pathway an...

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Detalhes bibliográficos
Main Authors: Chen, Xi, Ishwaran, Hemant
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2013
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3530909/
https://ncbi.nlm.nih.gov/pubmed/23129299
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bts643
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