de Los Campos G - Search Results

1

Genomic Selection in Plant Breeding: Methods, Models, and Perspectives.

Crossa J, Pérez-Rodríguez P, Cuevas J, Montesinos-López O, Jarquín D, de Los Campos G, Burgueño J, González-Camacho JM, Pérez-Elizalde S, Beyene Y, Dreisigacker S, Singh R, Zhang X, Gowda M, Roorkiwal M, Rutkoski J, Varshney RK. Crossa J, et al. Among authors: de los campos g. Trends Plant Sci. 2017 Nov;22(11):961-975. doi: 10.1016/j.tplants.2017.08.011. Epub 2017 Sep 28. Trends Plant Sci. 2017. PMID: 28965742 Review.

2

Predicting quantitative traits with regression models for dense molecular markers and pedigree.

de los Campos G, Naya H, Gianola D, Crossa J, Legarra A, Manfredi E, Weigel K, Cotes JM. de los Campos G, et al. Genetics. 2009 May;182(1):375-85. doi: 10.1534/genetics.109.101501. Epub 2009 Mar 16. Genetics. 2009. PMID: 19293140 Free PMC article.

3

Semi-parametric genomic-enabled prediction of genetic values using reproducing kernel Hilbert spaces methods.

De los Campos G, Gianola D, Rosa GJ, Weigel KA, Crossa J. De los Campos G, et al. Genet Res (Camb). 2010 Aug;92(4):295-308. doi: 10.1017/S0016672310000285. Genet Res (Camb). 2010. PMID: 20943010

4

Genomic-Enabled Prediction Based on Molecular Markers and Pedigree Using the Bayesian Linear Regression Package in R.

Pérez P, de Los Campos G, Crossa J, Gianola D. Pérez P, et al. Among authors: de los campos g. Plant Genome. 2010;3(2):106-116. doi: 10.3835/plantgenome2010.04.0005. Plant Genome. 2010. PMID: 21566722 Free PMC article.

5

Genome-enabled prediction of genetic values using radial basis function neural networks.

González-Camacho JM, de Los Campos G, Pérez P, Gianola D, Cairns JE, Mahuku G, Babu R, Crossa J. González-Camacho JM, et al. Among authors: de los campos g. Theor Appl Genet. 2012 Aug;125(4):759-71. doi: 10.1007/s00122-012-1868-9. Epub 2012 May 8. Theor Appl Genet. 2012. PMID: 22566067 Free PMC article.

6

Genome-enabled prediction using the BLR (Bayesian Linear Regression) R-package.

de Los Campos G, Pérez P, Vazquez AI, Crossa J. de Los Campos G, et al. Methods Mol Biol. 2013;1019:299-320. doi: 10.1007/978-1-62703-447-0_12. Methods Mol Biol. 2013. PMID: 23756896 Review.

7

Genomic prediction in maize breeding populations with genotyping-by-sequencing.

Crossa J, Beyene Y, Kassa S, Pérez P, Hickey JM, Chen C, de los Campos G, Burgueño J, Windhausen VS, Buckler E, Jannink JL, Lopez Cruz MA, Babu R. Crossa J, et al. Among authors: de los campos g. G3 (Bethesda). 2013 Nov 6;3(11):1903-26. doi: 10.1534/g3.113.008227. G3 (Bethesda). 2013. PMID: 24022750 Free PMC article.

8

A reaction norm model for genomic selection using high-dimensional genomic and environmental data.

Jarquín D, Crossa J, Lacaze X, Du Cheyron P, Daucourt J, Lorgeou J, Piraux F, Guerreiro L, Pérez P, Calus M, Burgueño J, de los Campos G. Jarquín D, et al. Among authors: de los campos g. Theor Appl Genet. 2014 Mar;127(3):595-607. doi: 10.1007/s00122-013-2243-1. Epub 2013 Dec 12. Theor Appl Genet. 2014. PMID: 24337101 Free PMC article.

9

Threshold models for genome-enabled prediction of ordinal categorical traits in plant breeding.

Montesinos-López OA, Montesinos-López A, Pérez-Rodríguez P, de Los Campos G, Eskridge K, Crossa J. Montesinos-López OA, et al. Among authors: de los campos g. G3 (Bethesda). 2014 Dec 23;5(2):291-300. doi: 10.1534/g3.114.016188. G3 (Bethesda). 2014. PMID: 25538102 Free PMC article.

10

Effectiveness of shrinkage and variable selection methods for the prediction of complex human traits using data from distantly related individuals.

Berger S, Pérez-Rodríguez P, Veturi Y, Simianer H, de los Campos G. Berger S, et al. Among authors: de los campos g. Ann Hum Genet. 2015 Mar;79(2):122-35. doi: 10.1111/ahg.12099. Epub 2015 Jan 20. Ann Hum Genet. 2015. PMID: 25600682 Free PMC article.

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