Identification of association between disease and multiple markers via sparse partial least-squares regression.

Abstract excerpt

Although genome-wide association studies have led to the identifications of hundreds of genes underlying dozens of traits in recent years, most published studies have primarily used single marker-based analysis. Intuitively, more information may be utilized when multiple markers are jointly analyzed. Therefore, many methods have been proposed in the literature for association analysis between traits and multiple...

Topics

Share this publication in a Topic to start or enrich a Post.

• Share to Algorithms
• Share to Computer Simulation
• Share to Inflammatory Bowel Diseases