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

by Abelardo Montesinos-López, Osval A. Montesinos-López, Gustavo de los Campos, José Crossa, Juan Burgueño, Francisco Javier Luna-Vazquez
Published 2018-07-01

Association Mapping Reveals Novel Stem Rust Resistance Loci in Durum Wheat at the Seedling Stage

by Tesfaye Letta, Pablo Olivera, Marco Maccaferri, Yue Jin, Karim Ammar, Ayele Badebo, Silvio Salvi, Enrico Noli, Jose Crossa, Roberto Tuberosa
Published 2014-03-01

Genome‐based prediction of Bayesian linear and non‐linear regression models for ordinal data

by Paulino Pérez‐Rodríguez, Samuel Flores‐Galarza, Humberto Vaquera‐Huerta, David Hebert del Valle‐Paniagua, Osval A. Montesinos‐López, José Crossa
Published 2020-07-01

META-R: A software to analyze data from multi-environment plant breeding trials

by Gregorio Alvarado, Francisco M. Rodríguez, Angela Pacheco, Juan Burgueño, José Crossa, Mateo Vargas, Paulino Pérez-Rodríguez, Marco A. Lopez-Cruz
Published 2020-10-01

A Genomic Bayesian Multi-trait and Multi-environment Model

by Osval A. Montesinos-López, Abelardo Montesinos-López, José Crossa, Fernando H. Toledo, Oscar Pérez-Hernández, Kent M. Eskridge, Jessica Rutkoski
Published 2016-09-01

A Multivariate Poisson Deep Learning Model for Genomic Prediction of Count Data

by Osval Antonio Montesinos-López, José Cricelio Montesinos-López, Pawan Singh, Nerida Lozano-Ramirez, Alberto Barrón-López, Abelardo Montesinos-López, José Crossa
Published 2020-11-01

An R Package for Bayesian Analysis of Multi-environment and Multi-trait Multi-environment Data for Genome-Based Prediction

by Osval A. Montesinos-López, Abelardo Montesinos-López, Francisco Javier Luna-Vázquez, Fernando H. Toledo, Paulino Pérez-Rodríguez, Morten Lillemo, José Crossa
Published 2019-05-01

Joint Use of Genome, Pedigree, and Their Interaction with Environment for Predicting the Performance of Wheat Lines in New Environments

by Réka Howard, Daniel Gianola, Osval Montesinos-López, Philomin Juliana, Ravi Singh, Jesse Poland, Sandesh Shrestha, Paulino Pérez-Rodríguez, José Crossa, Diego Jarquín
Published 2019-09-01

Deep Kernel for Genomic and Near Infrared Predictions in Multi-environment Breeding Trials

by Jaime Cuevas, Osval Montesinos-López, Philomin Juliana, Carlos Guzmán, Paulino Pérez-Rodríguez, José González-Bucio, Juan Burgueño, Abelardo Montesinos-López, José Crossa
Published 2019-09-01

Maize responsiveness to Azospirillum brasilense: Insights into genetic control, heterosis and genomic prediction.

by Miriam Suzane Vidotti, Filipe Inácio Matias, Filipe Couto Alves, Paulino Pérez-Rodríguez, Gregório Alvarado Beltran, Juan Burgueño, José Crossa, Roberto Fritsche-Neto
Published 2019-01-01

Genome‐based prediction of multiple wheat quality traits in multiple years

by Maria Itria Ibba, Jose Crossa, Osval A. Montesinos‐López, Abelardo Montesinos‐López, Philomin Juliana, Carlos Guzman, Emily Delorean, Susanne Dreisigacker, Jesse Poland
Published 2020-11-01

Comparison of Models and Whole-Genome Profiling Approaches for Genomic-Enabled Prediction of Septoria Tritici Blotch, Stagonospora Nodorum Blotch, and Tan Spot Resistance in Wheat

by Philomin Juliana, Ravi P. Singh, Pawan K. Singh, Jose Crossa, Jessica E. Rutkoski, Jesse A. Poland, Gary C. Bergstrom, Mark E. Sorrells
Published 2017-07-01

Genomic Prediction of Genotype × Environment Interaction Kernel Regression Models

by Jaime Cuevas, José Crossa, Víctor Soberanis, Sergio Pérez-Elizalde, Paulino Pérez-Rodríguez, Gustavo de los Campos, O. A. Montesinos-López, Juan Burgueño
Published 2016-11-01

Stacking Tolerance to Drought and Resistance to a Parasitic Weed in Tropical Hybrid Maize for Enhancing Resilience to Stress Combinations

by Abebe Menkir, José Crossa, Silvestro Meseka, Bunmi Bossey, Oyekunle Muhyideen, Priscillia F. Riberio, Mmadou Coulibaly, Abdoul-Madjidou Yacoubou, Gbadebo Olaoye, Alidu Haruna
Published 2020-02-01

A Benchmarking Between Deep Learning, Support Vector Machine and Bayesian Threshold Best Linear Unbiased Prediction for Predicting Ordinal Traits in Plant Breeding

by Osval A. Montesinos-López, Javier Martín-Vallejo, José Crossa, Daniel Gianola, Carlos M. Hernández-Suárez, Abelardo Montesinos-López, Philomin Juliana, Ravi Singh
Published 2019-02-01

New Deep Learning Genomic-Based Prediction Model for Multiple Traits with Binary, Ordinal, and Continuous Phenotypes

by Osval A. Montesinos-López, Javier Martín-Vallejo, José Crossa, Daniel Gianola, Carlos M. Hernández-Suárez, Abelardo Montesinos-López, Philomin Juliana, Ravi Singh
Published 2019-05-01

Rapid Cycling Genomic Selection in a Multiparental Tropical Maize Population

by Xuecai Zhang, Paulino Pérez-Rodríguez, Juan Burgueño, Michael Olsen, Edward Buckler, Gary Atlin, Boddupalli M. Prasanna, Mateo Vargas, Félix San Vicente, José Crossa
Published 2017-07-01

Single-Step Genomic and Pedigree Genotype × Environment Interaction Models for Predicting Wheat Lines in International Environments

by Paulino Pérez-Rodríguez, José Crossa, Jessica Rutkoski, Jesse Poland, Ravi Singh, Andrés Legarra, Enrique Autrique, Gustavo de los Campos, Juan Burgueño, Susanne Dreisigacker
Published 2017-07-01

Hybrid Wheat Prediction Using Genomic, Pedigree, and Environmental Covariables Interaction Models

by Bhoja Raj Basnet, Jose Crossa, Susanne Dreisigacker, Paulino Pérez-Rodríguez, Yann Manes, Ravi P. Singh, Umesh R. Rosyara, Fatima Camarillo-Castillo, Mercedes Murua
Published 2019-03-01

Genomic Prediction of Genetic Values for Resistance to Wheat Rusts

by Leonardo Ornella, Sukhwinder Singh, Paulino Perez, Juan Burgueño, Ravi Singh, Elizabeth Tapia, Sridhar Bhavani, Susanne Dreisigacker, Hans-Joachim Braun, Ky Mathews, Jose Crossa
Published 2012-11-01