Fatal crashes and rare events logistic regression: an exploratory empirical study

ObjectiveFatal road accidents are statistically rare, posing challenges for accurate estimation through the classic logit model (LM). This study seeks to validate the efficacy of a rare events logistic model (RELM) in enhancing the precision of fatal crash estimations.MethodsBoth LM and RELM were em...

Full description

Bibliographic Details
Published in:Frontiers in Public Health
Main Authors: Yuxie Xiao, Lulu Lin, Hanchu Zhou, Qian Tan, Junjie Wang, Yi Yang, Zhongzhi Xu
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-01-01
Subjects:
traffic safety
fatal crashes
rare events
logit model
binary classification
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2023.1294338/full

Internet

https://www.frontiersin.org/articles/10.3389/fpubh.2023.1294338/full

Similar Items