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A guide for kernel generalized regression methods for genomic-enabled prediction.
Montesinos-López A, Montesinos-López OA, Montesinos-López JC, Flores-Cortes CA, de la Rosa R, Crossa J. Montesinos-López A, et al. Heredity (Edinb). 2021 Apr;126(4):577-596. doi: 10.1038/s41437-021-00412-1. Epub 2021 Mar 1. Heredity (Edinb). 2021. PMID: 33649571 Free PMC article. Review.
A zero altered Poisson random forest model for genomic-enabled prediction.
Montesinos-López OA, Montesinos-López A, Mosqueda-Gonzalez BA, Montesinos-López JC, Crossa J, Ramirez NL, Singh P, Valladares-Anguiano FA. Montesinos-López OA, et al. G3 (Bethesda). 2021 Feb 9;11(2):jkaa057. doi: 10.1093/g3journal/jkaa057. G3 (Bethesda). 2021. PMID: 33693599 Free PMC article.
Bayesian multitrait kernel methods improve multienvironment genome-based prediction.
Montesinos-López OA, Montesinos-López JC, Montesinos-López A, Ramírez-Alcaraz JM, Poland J, Singh R, Dreisigacker S, Crespo L, Mondal S, Govidan V, Juliana P, Espino JH, Shrestha S, Varshney RK, Crossa J. Montesinos-López OA, et al. G3 (Bethesda). 2022 Feb 4;12(2):jkab406. doi: 10.1093/g3journal/jkab406. G3 (Bethesda). 2022. PMID: 34849802 Free PMC article.
Accounting for Correlation Between Traits in Genomic Prediction.
Montesinos-López OA, Montesinos-López A, Mosqueda-Gonzalez BA, Montesinos-López JC, Crossa J. Montesinos-López OA, et al. Methods Mol Biol. 2022;2467:285-327. doi: 10.1007/978-1-0716-2205-6_10. Methods Mol Biol. 2022. PMID: 35451780 Review.
25 results