Learning from geometry-aware near misses to real-time COR: A corridor-wide grouped random parameters GEV framework

Mohammad Anis, Yang Zhou, Dominique Lord

Real-time corridor-wide crash-occurrence risk (COR) prediction is challenging because existing near-miss extreme value theory (EVT) models often oversimplify collision geometry, ne…