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Article

A Bayesian genomic multi-output regressor stacking model for predicting multi-trait multi-environment plant breeding data

Montesinos-Lopez, O.A.; Montesinos-Lopez, A.; Crossa, J.; Cuevas, J.; Montesinos-Lopez, J.C.; Salas Gutiérrez, Z.; Lillemo, M.; Juliana, P.; Singh, R.P. (Genetics Society of America, 2019)

Article

A benchmarking between deep learning, support vector machine and bayesian threshold best linear unbiased prediction for predicting ordinal traits in plant breeding

Montesinos-Lopez, O.A.; Martin-Vallejo, J.; Crossa, J.; Gianola, D.; Hernández Suárez, C.M.; Montesinos-Lopez, A.; Juliana, P.; Singh, R.P. (Genetics Society of America, 2019)

Article

A multivariate Poisson deep learning model for genomic prediction of count data

Montesinos-Lopez, O.A.; Montesinos-Lopez, J.C.; Singh, P.K.; Lozano-Ramirez, N.; Barrón-López, A.; Montesinos-Lopez, A.; Crossa, J. (Genetics Society of America, 2020)

Article

A zero altered Poisson random forest model for genomic-enabled prediction

Montesinos-Lopez, O.A.; Montesinos-López, A.; Mosqueda-Gonzalez, B.A.; Montesinos-Lopez, J.C.; Crossa, J.; Lozano-Ramirez, N.; Singh, P.K.; Valladares-Anguiano, F.A. (Genetics Society of America, 2021)

Article

Application of multi-trait Bayesian decision theory for parental genomic selection

Villar-Hernandez, B.d.J.; Perez-Elizalde, S.; Martini, J.W.R.; Toledo, F.H.; Perez-Rodriguez, P.; Krause, M.; García-Calvillo, I.D.; Covarrubias-Pazaran, G.; Crossa, J. (Genetics Society of America, 2021)

Article

A Bayesian decision theory approach for genomic selection

Villar-Hernandez, B.d.J.; Perez-Elizalde, S.; Crossa, J.; Perez-Rodriguez, P.; Toledo, F.H.; Burgueño, J. (Genetics Society of America, 2018)

Article

Bayesian Genomic Prediction with Genotype x Environment Interaction Kernel Models

Cuevas, J.; Montesinos-López, Osval A.; Burgueño, J.; Pérez-Rodríguez, P.; De los Campos, G. (Genetics Society of America, 2017)

Article

A bayesian genomic regression model with skew normal random errors

Pérez-Rodríguez, P.; Acosta-Pech, R.; Perez-Elizalde, S.; Velasco Cruz, C.; Suarez Espinosa, J.; Crossa, J. (Genetics Society of America, 2018)

Article

Bayesian multitrait kernel methods improve multienvironment genome-based prediction

Montesinos-Lopez, O.A.; Montesinos-Lopez, J.C.; Montesinos-Lopez, A.; Ramirez-Alcaraz, J.M.; Poland, J.A.; Singh, R.P.; Dreisigacker, S.; Crespo Herrera, L.A.; Mondal, S.; Velu, G.; Juliana, P.; Huerta-Espino, J.; Shrestha, S.; Varshney, R.K.; Crossa, J. (Oxford University Press, 2022)

Article

A bayesian poisson-lognormal model for count data for multiple-trait multiple-environment genomic-enabled prediction

Montesinos-Lopez, O.A.; Montesinos-López, A.; Crossa, J.; Toledo, F.H.; Montesinos-López, J.C.; Singh, P.K.; Juliana, P.; Salinas Ruiz. J. (Genetics Society of America, 2017)

Article

BGGE: a new package for genomic-enabled prediction incorporating genotype × environment interaction models

Granato, I.; Cuevas, J.; Luna-Vazquez, F.J.; Crossa, J.; Montesinos-Lopez, O.A.; Burgueño, J.; Fritsche-Neto, R. (Genetics Society of America, 2018)

Article

Combined multistage linear genomic selection indices to predict the net genetic merit in plant breeding

Ceron Rojas, J.J.; Crossa, J. (Genetics Society of America, 2020)

Article

Deep kernel for genomic and near infrared predictions in multi-environment breeding trials

Cuevas, J.; Montesinos-Lopez, O.A.; Juliana, P.; Guzman, C.; Perez-Rodriguez, P.; González-Bucio, J.; Burgueño, J.; Montesinos-Lopez, A.; Crossa, J. (Genetics Society of America, 2019)

Article

Efficiency of a constrained linear genomic selection index to predict the net genetic merit in plants

Ceron Rojas, J.J.; Crossa, J. (Genetics Society of America, 2019)

Article

Envirome-wide associations enhance multi-year genome-based prediction of historical wheat breeding data

Costa-Neto, G.; Crespo Herrera, L.A.; Fradgley, N.; Gardner, K.A.; Bentley, A.R.; Dreisigacker, S.; Fritsche-Neto, R.; Montesinos-Lopez, O.A.; Crossa, J. (Genetics Society of America, 2022)

Article

EnvRtype: a software to interplay enviromics and quantitative genomics in agriculture

Costa-Neto, G.; Galli, G.; Fanelli Carvalho, H.; Crossa, J.; Fritsche-Neto, R. (Genetics Society of America, 2021)

Article

Genome-wide analyses reveal footprints of divergent selection and drought adaptive traits in synthetic-derived wheats

Afzal, F.; Huihui Li; Gul Kazi, A.; Subhani, A.; Ahmad Ali; Mujeeb-Kazi, A.; Ogbonnaya, F.C.; Trethowan, R.M.; Xianchun Xia; He Zhonghu; Rasheed, A. (Genetics Society of America, 2019)

Article

Genome-wide association study and QTL mapping reveal genomic loci associated with Fusarium ear rot resistance in tropical maize germplasm

Chen, J.; Shrestha, R.; Ding, J.; Zheng, H.; Chunhua Mu; Wu, J.; Mahuku, G. (Genetics Society of America, 2016)

Article

A genomic bayesian multi-trait and multi-environment model

Montesinos-Lopez, O.A.; Montesinos-López, A.; Toledo, F.H.; Pérez-Hernández, O.; Eskridge, K.; Rutkoski, J.; Crossa, J. (Genetics Society of America, 2016)

Article

Genomic bayesian prediction model for count data with genotype X environment interaction

Montesinos-López, A.; Montesinos-López, O.A.; Burgueño, J.; Eskridge, K.; Falconi, E.E.; Xinyao He; Singh, P.K.; Cichy, K.; Crossa, J. (Genetics Society of America, 2016)

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