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Bayesian multiple logistic regression for case-control GWAS

Genetic variants in genome-wide association studies (GWAS) are tested for disease association mostly using simple regression, one variant at a time. Standard approaches to improve power in detecting disease-associated SNPs use multiple regression with Bayesian variable selection in which a sparsity-...

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Detalles Bibliográficos
Autores principales: Banerjee, Saikat, Zeng, Lingyao, Schunkert, Heribert, Söding, Johannes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6329526/
https://www.ncbi.nlm.nih.gov/pubmed/30596640
http://dx.doi.org/10.1371/journal.pgen.1007856