Article
Adaptive Set-Based Methods for Association Testing.
Genetic epidemiology - 1 Feb 2016
Su Yu-Chen, Gauderman William James, Berhane Kiros, Lewinger Juan Pablo
Abstract excerpt
With a typical sample size of a few thousand subjects, a single genome-wide association study (GWAS) using traditional one single nucleotide polymorphism (SNP)-at-a-time methods can only detect genetic variants conferring a sizable effect on disease risk. Set-based methods, which analyze sets of SNPs jointly, can detect variants with smaller effects acting within a gene, a pathway, or other biologically relevant...
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