Article
JBASE: Joint Bayesian Analysis of Subphenotypes and Epistasis.
Bioinformatics (Oxford, England) - 15 Jan 2016
Colak Recep, Kim TaeHyung, Kazan Hilal, Oh Yoomi, Cruz Miguel, Valladares-Salgado Adan, Peralta Jesus, Escobedo Jorge, Parra Esteban J, Kim Philip M, Goldenberg Anna
Abstract excerpt
MOTIVATION: Rapid advances in genotyping and genome-wide association studies have enabled the discovery of many new genotype-phenotype associations at the resolution of individual markers. However, these associations explain only a small proportion of theoretically estimated heritability of most diseases. In this work, we propose an integrative mixture model called JBASE: joint Bayesian analysis of subphenotypes...
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