Advancing nonparametric regression: from convex multi-index and Bayesian models to BART and neural networks

This project addresses fundamental challenges in statistical modeling,
to develop more accurate and reliable methods for
analyzing complex data. As data becomes increasingly central to
scientific discovery, economic prosperity, and national security, the
need for advanced statistical tools is paramount. This research will
create new…