Using LASSO to estimate marker effects for Genomic Selection

Using LASSO to estimate marker effects for Genomic Selection

Here we suggest a least absolute shrinkage and selection operator (LASSO) approach to estimate the marker effects for genomic selection using the least angle regression (LARS) algorithm, modified to include a cross–validation step to define the best subset of markers to involve in the mode...

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Bibliographic Details
Main Authors:	Ben J. Hayes, Mike E. Goddard, Mario Graziano Usai
Format:	Article
Language:	English
Published:	Taylor & Francis Group 2010-01-01
Series:	Italian Journal of Animal Science
Subjects:	Genomic-selection, SNP, LASSO, LARS.
Online Access:	http://www.aspajournal.it/index.php/ijas/article/view/358

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