A comparison of the mixed logit and latent class methods for crash severity analysis

DM Cerwick, K Gkritza, MS Shaheed, Z Hans - Analytic Methods in …, 2014 - Elsevier
… between the two methods (mixed logit and latent class) for exploring the relationship between
heavy truck crash severity and its contributing factors. Three crash severity outcomes are …

A latent class analysis of single-vehicle motorcycle crash severity outcomes

MS Shaheed, K Gkritza - Analytic Methods in Accident Research, 2014 - Elsevier
… if inappropriate methods are used. This paper uses a latent class approach to investigate
the factors that affect crash severity outcomes in single-vehicle motorcycle crashes. Motorcycle …

Pedestrian crash analysis with latent class clustering method

M Sun, X Sun, D Shan - Accident Analysis & Prevention, 2019 - Elsevier
Latent Class Cluster (LCC) model, utilizing it as a preliminary tool for the segmentation of
14,236 pedestrian crashes … of severity are combined as fatal and severe crashes, C, D levels of …

Exploring the application of latent class cluster analysis for investigating pedestrian crash injury severities in Switzerland

L Sasidharan, KF Wu, M Menendez - Accident Analysis & Prevention, 2015 - Elsevier
… the latent class cluster analysis method and the binary logit model used for modeling
crash … As such, there are only two injury severity levels considered in this analysis – fatal/severe

Exploring injury severity in head-on crashes using latent class clustering analysis and mixed logit model: A case study of North Carolina

P Liu, W Fan - Accident Analysis & Prevention, 2020 - Elsevier
severity of head-on crashes using a two-step method integrating latent class clustering analysis
… A comprehensive database is developed based on the head-on crash data from 2005 to …

Exploring the severity of bicycle–vehicle crashes using latent class clustering approach in India

SK Sivasankaran, V Balasubramanian - Journal of safety research, 2020 - Elsevier
Method: Few studies have only investigated the crash risk … Therefore, in the present analysis,
fatal crashes are combined … two injury severity levels considered in this analysis – fatal/…

Latent class analysis of factors that influence weekday and weekend single-vehicle crash severities

EK Adanu, A Hainen, S Jones - Accident Analysis & Prevention, 2018 - Elsevier
Latent class logit model allows the crash severity to have C different … This study attempted
to use this method to model the crash data. However, no random variables were found within …

A latent class approach for driver injury severity analysis in highway single vehicle crash considering unobserved heterogeneity and temporal influence

H Yu, Z Li, G Zhang, P Liu - Analytic methods in accident research, 2019 - Elsevier
… develops a latent class mixed logit model with temporal indicators to investigate highway
single-vehicle crashes and the effects of significant contributing factors to driver injury severity. …

Using latent class analysis and mixed logit model to explore risk factors on driver injury severity in single-vehicle crashes

Z Li, Q Wu, Y Ci, C Chen, X Chen, G Zhang - Accident Analysis & …, 2019 - Elsevier
… The single-vehicle crash has been recognized as a critical crash type due to its high fatality
… -year crash dataset including all single-vehicle crashes in New Mexico is adopted to analyze

A motorcyclist-injury severity analysis: A comparison of single-, two-, and multi-vehicle crashes using latent class ordered probit model

J Li, S Fang, J Guo, T Fu, M Qiu - Accident Analysis & Prevention, 2021 - Elsevier
… first attempt in the context of severity analysis for the motorcycle crash. In order to counter the
… study uses a unique method by calculating an anatomic injury severity indicator, the NISS …