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The impact of different sources of heterogeneity on loss of accuracy from genomic prediction models

Cross-study validation (CSV) of prediction models is an alternative to traditional cross-validation (CV) in domains where multiple comparable datasets are available. Although many studies have noted potential sources of heterogeneity in genomic studies, to our knowledge none have systematically inve...

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Pubblicato in:Biostatistics
Autori principali: Zhang, Yuqing, Bernau, Christoph, Parmigiani, Giovanni, Waldron, Levi
Natura: Artigo
Lingua:Inglês
Pubblicazione: Oxford University Press 2018
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7868050/
https://ncbi.nlm.nih.gov/pubmed/30202918
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/biostatistics/kxy044
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