In all the simulations, the non-genetic covariates (race, age, sex, and BMI), which were highly significant in the real data analyses, were detected with high power by all the methods (not shown in the figures).
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Hierarchical generalized linear models for multiple groups of rare and common variants: jointly estimating group and individual-variant effects.
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