Browsing by Author "Pérez-Rodríguez, Paulino"

Article

Applications of machine learning methods to genomic selection in breeding wheat for rust resistance

González-Camacho, J.M; Ornella, L.; Pérez-Rodríguez, P.; Gianola, D.; Dreisigacker, S.; Crossa, J. (Crop Science Society of America, 2018)

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

Comparison between linear and non-parametric regression models for genome-enabled prediction in wheat

Pérez-Rodríguez, P.; Gianola, D.; Gonzalez-Camacho, J.M.; Crossa, J.; Manes, Y.; Dreisigacker, S. (Genetics Society of America, 2012)

Article

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

Gonzalez-Camacho, J.M.; Campos, G. de los; Perez, P.; Gianola, D.; Cairns, J.E.; Mahuku, G.; Babu, R.; Crossa, J. (Springer Verlag, 2012)

Article

Genomic prediction in CIMMYT maize and wheat breeding programs

Crossa, J.; Perez, P.; Hickey, J.; Burgueño, J.; Ornella, L.; Ceron-Rojas, J.; Zhang, X.; Dreisigacker, S.; Babu, R.; Li, Y.; Bonnett, D.; Mathews, K. (Nature Publishing Group; Genetics Society; Genetics Society of Great Britain, 2014)

Article

Genomic prediction in maize breeding populations with genotyping-by sequencing

Crossa, J.; Beyene, Y.; Semagn, K.; Perez, P.; Hickey, J.M.; Chen Charles; Campos, G. de los; Burgueño, J.; Windhausen, V.S.; Buckler, E.S.; Jannink, J.L.; Lopez Cruz, M.A.; Babu, R. (Genetics Society of America, 2013)

Article

Genomic prediction models for count data

Montesinos-López, O.A.; Montesinos-López, A.; Pérez-Rodríguez, P.; Eskridge, K.; Xinyao He; Juliana, P.; Singh, P.; Crossa, J. (Springer Verlag, 2015)

Article

Genomic prediction of genetic values for resistance to wheat rusts

Leonardo Ornella, L.; Sukhwinder Singh; Perez, P.; Burgueño, J.; Singh, R.P.; Tapia, E.; Bhavani, S.; Dreisigacker, S.; Braun, H.J.; Mathews, K.L.; Crossa, J. (, 2012)

Article

Genomic prediction of genotype x environment interaction kernel regression models

Cuevas, J.; Crossa, J.; Soberanis, V.; Pérez-Elizalde, S.; Pérez-Rodríguez, P.; Campos, G. de los; Montesinos-López, O.A.; Burgueño, J. (Crop Science Society of America, 2016)

Article

Genomic selection and prediction in plant breeding

Crossa, J.; Perez, P.; De los Campos, G.; Mahuku, G.; Dreisigacker, S.; Magorokosho, C. (2011)

Article

Genomic-enabled prediction based on molecular markers and pedigree using the Bayesian linear regression package in R

Perez, P.; De los Campos, G.; Crossa, J.; Gianola, D. (Crop Science Society of America, 2010)

Article

Genomic-enabled prediction in maize using kernel models with genotype x environment interaction

Bandeira e Sousa, M.; Cuevas, J.; De Oliveira Couto, E.G.; Pérez-Rodríguez, P.; Jarquin, D.; Fritsche-Neto, R.; Burgueño, J.; Crossa, J. (Genetics Society of America, 2017)

Article

Genomic-enabled prediction with classification algorithms

Ornella, L.; Pérez, P.; Tapia, E.; González-Camacho, J.M.; Burgueño, J.; Zhang, X.; Singh, S.; Vicente, F.S; Bonnett, D.; Dreisigacker, S.; Singh, R.; Long, N.; Crossa, J. (Springer Nature, 2014)

Article

Hybrid wheat prediction using genomic, pedigree, and environmental covariables interaction models

Basnet, B.R.; Crossa, J.; Dreisigacker, S.; Perez-Rodriguez, P.; Yann Manes; Singh, R.P.; Rosyara, U.; Camarillo-Castillo, F.; Murua, M. (Crop Science Society of America, 2018)

Article

Hyperspectral reflectance-derived relationship matrices for genomic prediction of grain yield in wheat

Krause, M.; Gonzalez-Perez, L.; Crossa, J.; Perez-Rodriguez, P.; Montesinos-Lopez, O.A.; Singh, R.P.; Dreisigacker, S.; Poland, J.A.; Rutkoski, J.; Sorrells, M.E.; Gore, M.A.; Mondal, S. (Genetics Society of America, 2019)

Article

Integrating genomic-enabled prediction and high-throughput phenotyping in breeding for climate-resilient bread wheat

Juliana, P.; Montesinos-Lopez, O.A.; Crossa, J.; Mondal, S.; Gonzalez-Perez, L.; Poland, J.; Huerta-Espino, J.; Crespo-Herrera, L.A.; Velu, G.; Dreisigacker, S.; Shrestha, S.; Perez-Rodriguez, P.; Pinto Espinosa, F.; Singh, R.P. (Springer; Springer Verlag, 2019)

Article

isqg: a binary framework for in silico quantitative genetics

Toledo, F.H.; Perez-Rodriguez, P.; Crossa, J.; Burgueño, J. (Genetics Society of America, 2019)

Presentation

Large scale deployment of rAmpSeq genotyping technology in maize genomic selection

Olsen, M.; Robbins, K.; Dreher, K.A.; Ayala, C.; Crossa, J.; Burgueño, J.; Perez-Rodriguez, P.; Alvarado Beltrán, G.; Gowda, M.; Beyene, Y.; Makumbi, D.; Zhang, X.; San Vicente, F.M.; Punna, R.; Buckler, E.; Atanda, A.S.; Gao, S.; Jones, L. (CIMMYT, 2018)

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