A new approach has been developed for analyzing biobank-scale sequencing data, focusing on rare variants associated with multiple traits. This approach is described as a statistical framework for multi-trait rare variant analysis in large-scale whole-genome sequencing studies. The method is referred to as MultiSTAAR.