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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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Publicat a:Bioinformatics
Autors principals: Vanhatalo, Jarno, Li, Zitong, Sillanpää, Mikko J
Format: Artigo
Idioma:Inglês
Publicat: Oxford University Press 2019
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6761969/
https://ncbi.nlm.nih.gov/pubmed/30850830
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btz164
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