Resampling-based tests for Lasso in genome-wide association studies.
Jaron ArbetMatt McGueSnigdhansu ChatterjeeSaonli BasuPublished in: BMC genetics (2017)
Our results suggest that the proposed permutation selection procedure (Lasso-PL) and the analytic selection method (Lasso-AL) are fast and powerful alternatives to the standard univariate analysis in genome-wide association studies.