Browsing Brage NMBU by Author "Perez-Rodriguez, Paulino"

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Approximate genome-based kernel models for large data sets including main effects and interactions

Cuevas, Jaime; Montesinos-Lopez, Osval A.; Martini, J.W.R.; Perez-Rodriguez, Paulino; Lillemo, Morten; Crossa, Jose (Peer reviewed; Journal article, 2020)

The rapid development of molecular markers and sequencing technologies has made it possible to use genomic prediction (GP) and selection (GS) in animal and plant breeding. However, when the number of observations (n) is ...
An R Package for Bayesian Analysis of Multi-environment and Multi-trait Multi-environment Data for Genome-based Prediction

Montesinos-Lopez, Osval A.; Montesinos-Lopez, Abelardo; Luna-Vazquez, Francisco Javier; Toledo, Fernando H.; Perez-Rodriguez, Paulino; Lillemo, Morten; Crossa, Jose (Peer reviewed; Journal article, 2019)

Evidence that genomic selection (GS) is a technology that is revolutionizing plant breeding continues to grow. However, it is very well documented that its success strongly depends on statistical models, which are used by ...