Integration Analysis of Three Omics Data Using Penalized Regression Methods: An Application to Bladder Cancer

Omics data integration is becoming necessary to investigate the genomic mechanisms involved in complex diseases. During the integration process, many challenges arise such as data heterogeneity, the smaller number of individuals in comparison to the number of parameters, multicollinearity, and inter...

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Udgivet i:PLoS Genet
Main Authors: Pineda, Silvia, Real, Francisco X., Kogevinas, Manolis, Carrato, Alfredo, Chanock, Stephen J., Malats, Núria, Van Steen, Kristel
Format: Artigo
Sprog:Inglês
Udgivet: Public Library of Science 2015
Fag:
Research Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4672920/
https://ncbi.nlm.nih.gov/pubmed/26646822
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pgen.1005689
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