Two simple methods to improve the accuracy of the genomic selection methodology

por Montesinos-López, Osval A., Kismiantini, Montesinos-López, Abelardo
Publicado 2023

Genomics combined with UAS data enhances prediction of grain yield in winter wheat

por Montesinos-López, Osval A., Herr, Andrew W., Crossa, José, Carter, Arron H.
Publicado 2023

Statistical Machine-Learning Methods for Genomic Prediction Using the SKM Library

por Montesinos López, Osval A., Mosqueda González, Brandon Alejandro, Montesinos López, Abelardo, Crossa, José
Publicado 2023

Genomic-Enabled Prediction of Ordinal Data with Bayesian Logistic Ordinal Regression

por Montesinos-López, Osval A., Montesinos-López, Abelardo, Crossa, José, Burgueño, Juan, Eskridge, Kent
Publicado 2015

Multi-environment Genomic Prediction of Plant Traits Using Deep Learners With Dense Architecture

por Montesinos-López, Abelardo, Montesinos-López, Osval A., Gianola, Daniel, Crossa, José, Hernández-Suárez, Carlos M.
Publicado 2018

Bayesian Genomic Prediction with Genotype × Environment Interaction Kernel Models

por Cuevas, Jaime, Crossa, José, Montesinos-López, Osval A., Burgueño, Juan, Pérez-Rodríguez, Paulino, de los Campos, Gustavo
Publicado 2016

Multi-Trait, Multi-Environment Genomic Prediction of Durum Wheat With Genomic Best Linear Unbiased Predictor and Deep Learning Methods

por Montesinos-López, Osval A., Montesinos-López, Abelardo, Tuberosa, Roberto, Maccaferri, Marco, Sciara, Giuseppe, Ammar, Karim, Crossa, José
Publicado 2019

Approximate Genome-Based Kernel Models for Large Data Sets Including Main Effects and Interactions

por Cuevas, Jaime, Montesinos-López, Osval A., Martini, J. W. R., Pérez-Rodríguez, Paulino, Lillemo, Morten, Crossa, Jose
Publicado 2020

An R Package for Multitrait and Multienvironment Data with the Item-Based Collaborative Filtering Algorithm

por Montesinos-López, Osval A., Luna-Vázquez, Francisco Javier, Montesinos-López, Abelardo, Juliana, Philomin, Singh, Ravi, Crossa, José
Publicado 2018

Enviromic-based kernels may optimize resource allocation with multi-trait multi-environment genomic prediction for tropical Maize

por Gevartosky, Raysa, Carvalho, Humberto Fanelli, Costa-Neto, Germano, Montesinos-López, Osval A., Crossa, José, Fritsche-Neto, Roberto
Publicado 2023

Partial least squares enhance multi-trait genomic prediction of potato cultivars in new environments

por Ortiz, Rodomiro, Reslow, Fredrik, Montesinos-López, Abelardo, Huicho, José, Pérez-Rodríguez, Paulino, Montesinos-López, Osval A., Crossa, José
Publicado 2023

Threshold Models for Genome-Enabled Prediction of Ordinal Categorical Traits in Plant Breeding

por Montesinos-López, Osval A., Montesinos-López, Abelardo, Pérez-Rodríguez, Paulino, de los Campos, Gustavo, Eskridge, Kent, Crossa, José
Publicado 2014

Multi-trait, Multi-environment Deep Learning Modeling for Genomic-Enabled Prediction of Plant Traits

por Montesinos-López, Osval A., Montesinos-López, Abelardo, Crossa, José, Gianola, Daniel, Hernández-Suárez, Carlos M., Martín-Vallejo, Javier
Publicado 2018

Genomic-Enabled Prediction Kernel Models with Random Intercepts for Multi-environment Trials

por Cuevas, Jaime, Granato, Italo, Fritsche-Neto, Roberto, Montesinos-Lopez, Osval A., Burgueño, Juan, Bandeira e Sousa, Massaine, Crossa, José
Publicado 2018

Bayesian functional regression as an alternative statistical analysis of high-throughput phenotyping data of modern agriculture

por Montesinos-López, Abelardo, Montesinos-López, Osval A., de los Campos, Gustavo, Crossa, José, Burgueño, Juan, Luna-Vazquez, Francisco Javier
Publicado 2018

Correction to: Bayesian functional regression as an alternative statistical analysis of high-throughput phenotyping data of modern agriculture

por Montesinos-López, Abelardo, Montesinos-López, Osval A., de los Campos, Gustavo, Crossa, José, Burgueño, Juan, Luna-Vazquez, Francisco Javier
Publicado 2018

A singular value decomposition Bayesian multiple-trait and multiple-environment genomic model

por Montesinos-López, Osval A., Montesinos-López, Abelardo, Crossa, José, Kismiantini, Ramírez-Alcaraz, Juan Manuel, Singh, Ravi, Mondal, S., Juliana, P.
Publicado 2018

A Comparison between Three Tuning Strategies for Gaussian Kernels in the Context of Univariate Genomic Prediction

por Montesinos-López, Osval A., Carter, Arron H., Bernal-Sandoval, David Alejandro, Cano-Paez, Bernabe, Montesinos-López, Abelardo, Crossa, José
Publicado 2022

A Genomic Bayesian Multi-trait and Multi-environment Model

por Montesinos-López, Osval A., Montesinos-López, Abelardo, Crossa, José, Toledo, Fernando H., Pérez-Hernández, Oscar, Eskridge, Kent M., Rutkoski, Jessica
Publicado 2016

The Modern Plant Breeding Triangle: Optimizing the Use of Genomics, Phenomics, and Enviromics Data

por Crossa, Jose, Fritsche-Neto, Roberto, Montesinos-Lopez, Osval A., Costa-Neto, Germano, Dreisigacker, Susanne, Montesinos-Lopez, Abelardo, Bentley, Alison R.
Publicado 2021