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
… a mixed logit model of driver-injury severity in … drivers (65+ years old) were found to have
a random parameter with about half the population having a higher probability of a fatal injury

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
driver injury severity outcomes, a two-step study using both latent class analysis and mixed
logit … seven-latent-class model is selected as the final model for further mixed logit analysis. …

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
… model are approximately the same as those in nested logit model, and so are their impacts
on driver injury severity outcomes. Therefore, we only present the results of the mixed …

Analysis of driver injury severity levels at multiple locations using ordered probit models

M Abdel-Aty - Journal of safety research, 2003 - Elsevier
… Table 5 depicts a nested logit model of driver injury severity at toll plazas using the nesting
structure shown in Fig. 1(a). The model has a slight improvement in the likelihood ratio index, …

Examining driver injury severity outcomes in rural non-interstate roadway crashes using a hierarchical ordered logit model

C Chen, G Zhang, H Huang, J Wang… - Accident Analysis & …, 2016 - Elsevier
… The 95% BCI is used in this analysis to test the significance of a variable in predicting driver
injury severity. … In this analysis, driver seatbelt use is found to provide effective protection for …

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
driver incapacitating injuries and fatalities. In this study, mixed logit models are developed
to analyze driver injury … A series of significant contributing factors in terms of driver behavior, …

The effects of drivers' behavior on driver-injury severities in Iran: An application of the mixed-logit model

A Behnood, M Modiri-Gharehveran… - Scientia …, 2016 - scientiairanica.sharif.edu
analyze the e ects of the safe driving behavior on driverinjury … e ects of unsafe driving behavior
on driver-injury severities. In … A mixed logit model is applied to consider the possibility of …

Mixed logit analysis of bicyclist injury severity resulting from motor vehicle crashes at intersection and non-intersection locations

DN Moore, WH Schneider IV, PT Savolainen… - Accident Analysis & …, 2011 - Elsevier
… Separate multinomial logit (MNL) injury severity models are … injury severity models are
appropriate. The two location-specific MNL models serve as the basis for subsequent mixed logit (…

A latent segmentation based generalized ordered logit model to examine factors influencing driver injury severity

S Yasmin, N Eluru, CR Bhat, R Tay - Analytic methods in accident research, 2014 - Elsevier
analysis in this paper is undertaken at the level of drivers involved in a crash. That is, we focus
on driver-level injury … there is one driver record with the corresponding injury severity level …

A multinomial logit model-Bayesian network hybrid approach for driver injury severity analyses in rear-end crashes

C Chen, G Zhang, R Tarefder, J Ma, H Wei… - Accident Analysis & …, 2015 - Elsevier
logit models and Bayesian network methods for comprehensively analyzing driver injury
A multinomial logit model is developed to investigate and identify significant contributing …