Article
Genetic architecture of complex traits and disease risk predictors.
Scientific reports - 21 Jul 2020
Yong Soke Yuen, Raben Timothy G, Lello Louis, Hsu Stephen D H
Abstract excerpt
Genomic prediction of complex human traits (e.g., height, cognitive ability, bone density) and disease risks (e.g., breast cancer, diabetes, heart disease, atrial fibrillation) has advanced considerably in recent years. Using data from the UK Biobank, predictors have been constructed using penalized algorithms that favor sparsity: i.e., which use as few genetic variants as possible. We analyze the specific...
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