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Robust modeling of additive and nonadditive variation with intuitive inclusion of expert knowledge

We propose a novel Bayesian approach that robustifies genomic modeling by leveraging expert knowledge (EK) through prior distributions. The central component is the hierarchical decomposition of phenotypic variation into additive and nonadditive genetic variation, which leads to an intuitive model p...

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發表在:Genetics
Main Authors: Hem, Ingeborg Gullikstad, Selle, Maria Lie, Gorjanc, Gregor, Fuglstad, Geir-Arne, Riebler, Andrea
格式: Artigo
語言:Inglês
出版: Oxford University Press 2021
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC8045730/
https://ncbi.nlm.nih.gov/pubmed/33789346
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/genetics/iyab002
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