Classification and Selection of Biomarkers in Genomic Data Using LASSO

High-throughput gene expression technologies such as microarrays have been utilized in a variety of scientific applications. Most of the work has been done on assessing univariate associations between gene expression profiles with clinical outcome (variable selection) or on developing classification...

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Bibliographic Details
Main Authors: Debashis Ghosh, Arul M. Chinnaiyan
Format: Article
Language:English
Published: Hindawi Limited 2005-01-01
Series:Journal of Biomedicine and Biotechnology
Online Access:http://dx.doi.org/10.1155/JBB.2005.147