T. Hastie, R. Tibshirani, and J. Friedman, The Elements of Statistical Learning, 2009.

C. R. Henderson, Best Linear Unbiased Estimation and Prediction under a Selection Model, Biometrics, vol.31, issue.2, pp.423-447, 1975.
DOI : 10.2307/2529430

N. Long, D. Gianola, G. J. Rosa, and K. , Dimension reduction and variable selection for genomic selection: application to predicting milk yield in Holsteins, Journal of Animal Breeding and Genetics, vol.93, issue.Suppl??1, pp.247-257, 2011.
DOI : 10.1111/j.1439-0388.2011.00917.x

T. H. Meuwissen, B. J. Hayes, and M. E. Goddard, Prediction of Total Genetic Value Using Genome-Wide Dense Marker Maps, 2001.

Y. Saeys, I. Inza, and P. Et-larranaga, A review of feature selection techniques in bioinformatics, Bioinformatics, vol.23, issue.19, pp.2507-2517, 2007.
DOI : 10.1093/bioinformatics/btm344

T. T. Wu, Y. F. Chen, T. Hastie, E. Sobel, and K. Lange, Genome-wide association analysis by lasso penalized logistic regression, Bioinformatics, vol.25, issue.6, p.25, 2009.
DOI : 10.1093/bioinformatics/btp041