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Using Bayesian Multilevel Whole Genome Regression Models for Partial Pooling of Training Sets in Genomic Prediction

Training set size is an important determinant of genomic prediction accuracy. Plant breeding programs are characterized by a high degree of structuring, particularly into populations. This hampers the establishment of large training sets for each population. Pooling populations increases training se...

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Detalles Bibliográficos
Autores principales: Technow, Frank, Totir, L. Radu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Genetics Society of America 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4528317/
https://www.ncbi.nlm.nih.gov/pubmed/26024866
http://dx.doi.org/10.1534/g3.115.019299