Article
Two novel pathway analysis methods based on a hierarchical model.
Bioinformatics (Oxford, England) - 1 Mar 2014
Evangelou Marina, Dudbridge Frank, Wernisch Lorenz
Abstract excerpt
MOTIVATION: Over the past few years several pathway analysis methods have been proposed for exploring and enhancing the analysis of genome-wide association data. Hierarchical models have been advocated as a way to integrate SNP and pathway effects in the same model, but their computational complexity has prevented them being applied on a genome-wide scale to date. METHODS: We present two novel methods for...
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