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Improved Lasso for genomic selection.
Legarra A, Robert-Granié C, Croiseau P, Guillaume F, Fritz S. Legarra A, et al. Genet Res (Camb). 2011 Feb;93(1):77-87. doi: 10.1017/S0016672310000534. Epub 2010 Dec 14. Genet Res (Camb). 2011. PMID: 21144129
Application of Bayesian least absolute shrinkage and selection operator (LASSO) and BayesCπ methods for genomic selection in French Holstein and Montbéliarde breeds.
Colombani C, Legarra A, Fritz S, Guillaume F, Croiseau P, Ducrocq V, Robert-Granié C. Colombani C, et al. J Dairy Sci. 2013 Jan;96(1):575-91. doi: 10.3168/jds.2011-5225. Epub 2012 Nov 3. J Dairy Sci. 2013. PMID: 23127905
Effect of imputing markers from a low-density chip on the reliability of genomic breeding values in Holstein populations.
Dassonneville R, Brøndum RF, Druet T, Fritz S, Guillaume F, Guldbrandtsen B, Lund MS, Ducrocq V, Su G. Dassonneville R, et al. J Dairy Sci. 2011 Jul;94(7):3679-86. doi: 10.3168/jds.2011-4299. J Dairy Sci. 2011. PMID: 21700057
Detection of quantitative trait loci affecting non-return rate in French dairy cattle.
Ben Jemaa S, Fritz S, Guillaume F, Druet T, Denis C, Eggen A, Gautier M. Ben Jemaa S, et al. J Anim Breed Genet. 2008 Aug;125(4):280-8. doi: 10.1111/j.1439-0388.2008.00744.x. J Anim Breed Genet. 2008. PMID: 18717969
A common reference population from four European Holstein populations increases reliability of genomic predictions.
Lund MS, Roos AP, Vries AG, Druet T, Ducrocq V, Fritz S, Guillaume F, Guldbrandtsen B, Liu Z, Reents R, Schrooten C, Seefried F, Su G. Lund MS, et al. Genet Sel Evol. 2011 Dec 12;43(1):43. doi: 10.1186/1297-9686-43-43. Genet Sel Evol. 2011. PMID: 22152008 Free PMC article.
High-density marker imputation accuracy in sixteen French cattle breeds.
Hozé C, Fouilloux MN, Venot E, Guillaume F, Dassonneville R, Fritz S, Ducrocq V, Phocas F, Boichard D, Croiseau P. Hozé C, et al. Genet Sel Evol. 2013 Sep 3;45(1):33. doi: 10.1186/1297-9686-45-33. Genet Sel Evol. 2013. PMID: 24004563 Free PMC article.
Fine tuning genomic evaluations in dairy cattle through SNP pre-selection with the Elastic-Net algorithm.
Croiseau P, Legarra A, Guillaume F, Fritz S, Baur A, Colombani C, Robert-Granié C, Boichard D, Ducrocq V. Croiseau P, et al. Genet Res (Camb). 2011 Dec;93(6):409-17. doi: 10.1017/S0016672311000358. Genet Res (Camb). 2011. PMID: 22189606
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