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Penalized logistic regression for high-dimensional DNA methylation data with case-control studies

Motivation: DNA methylation is a molecular modification of DNA that plays crucial roles in regulation of gene expression. Particularly, CpG rich regions are frequently hypermethylated in cancer tissues, but not methylated in normal tissues. However, there are not many methodological literatures of c...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Sun, Hokeun, Wang, Shuang
Format: Artigo
Sprache:Inglês
Veröffentlicht: Oxford University Press 2012
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3348559/
https://ncbi.nlm.nih.gov/pubmed/22467913
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/bts145
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