Improved genomic prediction using machine learning with Variational Bayesian sparsity

BACKGROUND: Genomic prediction has become a powerful modelling tool for assessing line performance in plant and livestock breeding programmes. Among the genomic prediction modelling approaches, linear based models have proven to provide accurate predictions even when the number of genetic markers ex...

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Detalles Bibliográficos
Autores principales: Yan, Qingsen, Fruzangohar, Mario, Taylor, Julian, Gong, Dong, Walter, James, Norman, Adam, Shi, Javen Qinfeng, Coram, Tristan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Methodology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10474716/
https://www.ncbi.nlm.nih.gov/pubmed/37660084
http://dx.doi.org/10.1186/s13007-023-01073-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10474716/
https://www.ncbi.nlm.nih.gov/pubmed/37660084
http://dx.doi.org/10.1186/s13007-023-01073-3

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