Investigating the Differences of SingleVehicle and Multivehicle Accident Probability Using Mixed Logit Model

B Dong, X Ma, F Chen, S Chen - Journal of Advanced …, 2018 - Wiley Online Library
… , single-vehicle crashes usually resulted from loss of vehicle … By using mixed logit models to
examine SV and MV crash risk in … insights regarding the mechanisms of SV and MV crashes. …

Examination of driver injury severity in freeway single-vehicle crashes using a mixed logit model with heterogeneity-in-means

Q Hou, X Huo, J Leng, Y Cheng - Physica A: Statistical Mechanics and its …, 2019 - Elsevier
… feature of single-vehicle crashes, it is of particular importance to examine this sub crash type
single-vehicle crashes. Another reason to focus on single-vehicle crash in this research …

Hierarchical binary logit model to compare driver injury severity in single-vehicle crash based on age-groups

C Se, T Champahom, S Jomnonkwao… - … journal of injury …, 2020 - Taylor & Francis
… This study developed a hierarchical binary logit model which have the ability to account for …
factors influencing fatal single-vehicle crash between young, mid-age and old driver model. A …

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
single-vehicle crash has been recognized as a critical crash type due to its high fatality rate.
In this study, a two-year crash dataset including all single-vehicle crashes … mixed logit model

Investigation of injury severities in single-vehicle crashes in North Carolina using mixed logit models

C Roque, M Jalayer, AS Hasan - Journal of safety research, 2021 - Elsevier
… human error results in a crash. Method: In this paper, we used mixed-logit models to investigate
the contributing factors on injury severity of single-vehicle ROR crashes. To that end, we …

Analysis of driver injury severity in single-vehicle crashes on rural and urban roadways

Q Wu, G Zhang, X Zhu, XC Liu, R Tarefder - Accident Analysis & Prevention, 2016 - Elsevier
… injury severities for single-vehicle crashes occurring in rural and urban areas using data
collected in New Mexico from 2010 to 2011. Nested logit models and mixed logit models are …

Mixed logit model-based driver injury severity investigations in single-and multi-vehicle crashes on rural two-lane highways

Q Wu, F Chen, G Zhang, XC Liu, H Wang… - Accident Analysis & …, 2014 - Elsevier
logit models are developed to analyze driver injury severities in single-vehicle (SV) and
multi-vehicle (MV) crashes … for these two types of crashes, respectively. Elasticity analyses and …

Multinomial logistic regression model for single-vehicle and multivehicle collisions on urban US highways in Arkansas

GH Bham, BS Javvadi… - Journal of Transportation …, 2012 - ascelibrary.org
… to a type of collision compared with single-vehicle crashes given that a crash has occurred.
… more likely to lead to a type of collision compared with a single-vehicle crash given that a …

Driver-injury severity in single-vehicle crashes in California: a mixed logit analysis of heterogeneity due to age and gender

JK Kim, GF Ulfarsson, S Kim, VN Shankar - Accident Analysis & Prevention, 2013 - Elsevier
… This research develops a mixed logit model of driver-injury severity in single-vehicle
crashes in California. The research especially considers the heterogeneous effects of age and …

Analysis of driver injury severity in rural single-vehicle crashes

Y Xie, K Zhao, N Huynh - Accident Analysis & Prevention, 2012 - Elsevier
… , the author still recommended the ordered probit model for their … logit (LCL) model is
introduced to model traffic crash injury severity data. The LCL model is based on the MNL model. …