Pinpointing Important Genetic Variants via A Feature-level Filter and
Group Knockoffs
Pinpointing Important Genetic Variants via A Feature-level Filter and
Group Knockoffs
Identifying variants that carry substantial information on the trait of interest remains a core topic in genetic studies. In analyzing the EADB-UKBB dataset to identify genetic variants associated with Alzheimer's disease (AD), however, we recognize that both existing marginal association tests and conditional independence tests using knockoffs suffer either power …