Analysis of Highway Vehicle Lane Change Duration Based on Survival Model
To investigate highway vehicle lane-changing behavior, we utilized the publicly available naturalistic driving dataset, HighD, to extract the movement data of vehicles involved in lane changes and their proximate counterparts.We employed univariate and multivariate Cox proportional hazards models alongside random survival forest models to analyze t