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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
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
In a context where the number of SNPs (p) is much higher than the number of bulls (n), this task may lead to a poor estimation of these SNP effects if, as for genomic BLUP (gBLUP), all SNPs have a non-null effect. An alternative is to use approaches that have been develope …
In a context where the number of SNPs (p) is much higher than the number of bulls (n), this task may lead to a poor estimation of the …
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
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.
A comparison of methods for whole-genome QTL mapping using dense markers in four livestock species.
Legarra A, Croiseau P, Sanchez MP, Teyssèdre S, Sallé G, Allais S, Fritz S, Moreno CR, Ricard A, Elsen JM. Legarra A, et al. Among authors: croiseau p. Genet Sel Evol. 2015 Feb 12;47(1):6. doi: 10.1186/s12711-015-0087-7. Genet Sel Evol. 2015. PMID: 25885597 Free PMC article.
Alternative haplotype construction methods for genomic evaluation.
Jónás D, Ducrocq V, Fouilloux MN, Croiseau P. Jónás D, et al. Among authors: croiseau p. J Dairy Sci. 2016 Jun;99(6):4537-4546. doi: 10.3168/jds.2015-10433. Epub 2016 Mar 16. J Dairy Sci. 2016. PMID: 26995132 Free article.
Genomic selection in domestic animals: Principles, applications and perspectives.
Boichard D, Ducrocq V, Croiseau P, Fritz S. Boichard D, et al. Among authors: croiseau p. C R Biol. 2016 Jul-Aug;339(7-8):274-7. doi: 10.1016/j.crvi.2016.04.007. Epub 2016 May 13. C R Biol. 2016. PMID: 27185591 Free article. Review.
Genomic evaluation of regional dairy cattle breeds in single-breed and multibreed contexts.
Jónás D, Ducrocq V, Fritz S, Baur A, Sanchez MP, Croiseau P. Jónás D, et al. Among authors: croiseau p. J Anim Breed Genet. 2017 Feb;134(1):3-13. doi: 10.1111/jbg.12249. Epub 2016 Dec 4. J Anim Breed Genet. 2017. PMID: 27917542
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