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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...

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Principais autores: Yuxie Xiao, Lulu Lin, Hanchu Zhou, Qian Tan, Junjie Wang, Yi Yang, Zhongzhi Xu
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2024-01-01
coleção:Frontiers in Public Health
Assuntos:
traffic safety
fatal crashes
rare events
logit model
binary classification
Acesso em linha:https://www.frontiersin.org/articles/10.3389/fpubh.2023.1294338/full
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