Analysis of Factors Affecting Hit-and-Run and Non-Hit-and-Run in Vehicle-Bicycle Crashes: A Non-Parametric Approach Incorporating Data Imbalance Treatment

Analysis of Factors Affecting Hit-and-Run and Non-Hit-and-Run in Vehicle-Bicycle Crashes: A Non-Parametric Approach Incorporating Data Imbalance Treatment

Hit-and-run (HR) crashes refer to crashes involving drivers of the offending vehicle fleeing incident scenes without aiding the possible victims or informing authorities for emergency medical services. This paper aims at identifying significant predictors of HR and non-hit-and-run (NHR) in vehicle-b...

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Bibliographic Details
Main Authors: Bei Zhou, Zongzhi Li, Shengrui Zhang, Xinfen Zhang, Xin Liu, Qiannan Ma
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Sustainability
Subjects:
bicyclist
hit-and-run
traffic safety
classification and regression tree
data imbalance
Online Access:http://www.mdpi.com/2071-1050/11/5/1327

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