A Partial Least Squares based algorithm for parsimonious variable selection

<p>Abstract</p> <p>Background</p> <p>In genomics, a commonly encountered problem is to extract a subset of variables out of a large set of explanatory variables associated with one or several quantitative or qualitative response variables. An example is to identify asso...

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Bibliographic Details
Main Authors: Mehmood Tahir, Martens Harald, Sæbø Solve, Warringer Jonas, Snipen Lars
Format: Article
Language:English
Published: BMC 2011-12-01
Series:Algorithms for Molecular Biology
Online Access:http://www.almob.org/content/6/1/27