We conduct benchmarking studies to compare methods and study designs to create data-driven guidelines for prediction modeling that enhance scientific rigor.
We describe theoretical properties of methods related to prediction modeling.
We develop new methods to address unsolved problems related to prediction modeling.
We apply rigorous methods and designs to develop and validate prediction models in medical applications.