A Gaussian process model and Bayesian variable selection for mapping function-valued quantitative traits with incomplete phenotypic data

MOTIVATION: Recent advances in high dimensional phenotyping bring time as an extra dimension into the phenotypes. This promotes the quantitative trait locus (QTL) studies of function-valued traits such as those related to growth and development. Existing approaches for analyzing functional traits ut...

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Detalles Bibliográficos
Autores principales: Vanhatalo, Jarno, Li, Zitong, Sillanpää, Mikko J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Original Papers
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6761969/
https://www.ncbi.nlm.nih.gov/pubmed/30850830
http://dx.doi.org/10.1093/bioinformatics/btz164

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6761969/
https://www.ncbi.nlm.nih.gov/pubmed/30850830
http://dx.doi.org/10.1093/bioinformatics/btz164

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