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Genome-wide prediction methods in highly diverse and heterozygous species: proof-of-concept through simulation in grapevine

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Fodor A., Segura V., Denis M., Neuenschwander S., fournier-Level A., Chatelet P., Aziz Homa F.A., Lacombe T., This P., Le Cunff L.
2014

Nowadays, genome-wide association studies (GWAS) and genomic selection (GS) methods which use genome-wide marker data for phenotype prediction are of much potential interest in plant breeding. However, to our knowledge, no studies have been performed yet on the predictive ability of these methods for structured traits when using training populations with high levels of genetic diversity. Such an ...

Génétique et amélioration des plantes

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