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A Partial Least Squares based algorithm for parsimonious variable selection


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Title: A Partial Least Squares based algorithm for parsimonious variable selection
Authors: Mehmood, Tahir
Martens, Harald
Sæbø, Solve
Warringer, Jonas
Snipen, Lars
Issue Date: 5-Dec-2011
Publication type: article, peer reviewed scientific
Organization: Department of Cell- and Molecular Biology, University of Gothenburg, Sweden.
Citation: Algorithms for Molecular Biology. 2011 Dec 05;6(1):27
Abstract: Abstract Background 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 associations between codon-usage and phylogeny based definitions of taxonomic groups at different taxonomic levels. Maximum understandability with the smallest number of selected variables, consistency of the selected variables, as well as variation o... more
ISBN: http://dx.doi.org/10.1186/1748-7188-6-27
ISSN: 1748-7188
Description: © 2011 Mehmood et al; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
URI: http://hdl.handle.net/2077/28857
Appears in Collections:Artiklar / Articles Department of Cell and Molecular Biology / Institutionen för cell- och molekylärbiologi

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