Temporal stability of factors affecting injury severity in rear-end and non-rear-end crashes: A random parameter approach with heterogeneity in means and variances
Rear-end crashes have become a serious global issue, with increasing injuries and fatalities
accounting for massive property loss. The purpose of this study is to investigate the variation …
accounting for massive property loss. The purpose of this study is to investigate the variation …
Analyzing freeway crash severity using a Bayesian spatial generalized ordered logit model with conditional autoregressive priors
This study develops a Bayesian spatial generalized ordered logit model with conditional
autoregressive priors to examine severity of freeway crashes. Our model can simultaneously …
autoregressive priors to examine severity of freeway crashes. Our model can simultaneously …
Spatiotemporal instability analysis of injury severities in truck-involved and non-truck-involved crashes
The truck involvement could potentially increase the crash frequency and resulted injury
outcomes and it is of great necessity to understand the similarities and differences in the …
outcomes and it is of great necessity to understand the similarities and differences in the …
Analysis of injury severity in rear-end crashes on an expressway involving different types of vehicles using random-parameters logit models with heterogeneity in …
To examine the difference in contributing factors of rear-end crashes of different injury
severity involving different types of vehicles, this paper proposed random-parameters …
severity involving different types of vehicles, this paper proposed random-parameters …
Investigating injury severity risk factors in automobile crashes with predictive analytics and sensitivity analysis methods
Investigation of the risk factors that contribute to the injury severity in motor vehicle crashes
has proved to be a thought-provoking and challenging problem. The results of such …
has proved to be a thought-provoking and challenging problem. The results of such …
Investigating the impacts of real-time weather conditions on freeway crash severity: a Bayesian spatial analysis
This study presents an empirical investigation of the impacts of real-time weather conditions
on the freeway crash severity. A Bayesian spatial generalized ordered logit model was …
on the freeway crash severity. A Bayesian spatial generalized ordered logit model was …
A multivariate random-parameters Tobit model for analyzing highway crash rates by injury severity
In this study, a multivariate random-parameters Tobit model is proposed for the analysis of
crash rates by injury severity. In the model, both correlation across injury severity and …
crash rates by injury severity. In the model, both correlation across injury severity and …
Risk factors affecting crash injury severity for different groups of e-bike riders: A classification tree-based logistic regression model
Z Wang, S Huang, J Wang, D Sulaj, W Hao… - Journal of safety …, 2021 - Elsevier
Introduction As a convenient and affordable means of transportation, the e-bike is widely
used by different age rider groups and for different travel purposes. The underlying reasons …
used by different age rider groups and for different travel purposes. The underlying reasons …
Applying hierarchical logistic models to compare urban and rural roadway modeling of severity of rear-end vehicular crashes
T Champahom, S Jomnonkwao… - Accident Analysis & …, 2020 - Elsevier
A rear-end crash is a widely studied type of road accident. The road area at the crash scene
is a factor that significantly affects the crash severity from rear-end collisions. These road …
is a factor that significantly affects the crash severity from rear-end collisions. These road …
Investigating hazardous factors affecting freeway crash injury severity incorporating real-time weather data: Using a Bayesian multinomial logit model with conditional …
X Zhang, H Wen, T Yamamoto, Q Zeng - Journal of safety research, 2021 - Elsevier
Introduction: It has been demonstrated that weather conditions have significant impacts on
freeway safety. However, when employing an econometric model to examine freeway crash …
freeway safety. However, when employing an econometric model to examine freeway crash …