Analytic methods in accident research: Methodological frontier and future directions
FL Mannering, CR Bhat - Analytic methods in accident research, 2014 - Elsevier
The analysis of highway-crash data has long been used as a basis for influencing highway
and vehicle designs, as well as directing and implementing a wide variety of regulatory …
and vehicle designs, as well as directing and implementing a wide variety of regulatory …
Predicting Freeway Traffic Crash Severity Using XGBoost‐Bayesian Network Model with Consideration of Features Interaction
Y Yang, K Wang, Z Yuan, D Liu - Journal of advanced …, 2022 - Wiley Online Library
In the field of freeway traffic safety research, there is an increasing focus in studies on how to
reduce the frequency and severity of traffic crashes. Although many studies divide factors …
reduce the frequency and severity of traffic crashes. Although many studies divide factors …
The joint effect of weather and lighting conditions on injury severities of single-vehicle accidents
This study seeks to identify and analyze variations in the effect of contributing factors on
injury severities of single-vehicle accidents across various lighting and weather conditions …
injury severities of single-vehicle accidents across various lighting and weather conditions …
Improved support vector machine models for work zone crash injury severity prediction and analysis
S Mokhtarimousavi, JC Anderson… - Transportation …, 2019 - journals.sagepub.com
Work zones are a high priority issue in the field of road transportation because of their
impacts on traffic safety. A better understanding of work zone crashes can help to identify the …
impacts on traffic safety. A better understanding of work zone crashes can help to identify the …
What factors results in having a severe crash? a closer look on distraction-related factors
H Razi-Ardakani, A Mahmoudzadeh… - Cogent …, 2019 - Taylor & Francis
This study provides a comprehensive literature review to summarize all contributing factors
and the logit-based models that were used to predict the severity of crashes. Using the …
and the logit-based models that were used to predict the severity of crashes. Using the …
Analysis of accident injury-severity outcomes: The zero-inflated hierarchical ordered probit model with correlated disturbances
G Fountas, PC Anastasopoulos - Analytic methods in accident research, 2018 - Elsevier
In accident injury-severity analysis, an inherent limitation of the traditional ordered probit
approach arises from the a priori consideration of a homogeneous source for the accidents …
approach arises from the a priori consideration of a homogeneous source for the accidents …
A multinomial logit analysis of risk factors influencing road traffic injury severities in the Erzurum and Kars Provinces of Turkey
A retrospective cross-sectional study is conducted analysing 11,771 traffic accidents
reported by the police between January 2008 and December 2013 which are classified into …
reported by the police between January 2008 and December 2013 which are classified into …
Influence of environmental factors on injury severity using ordered Logit regression model in limpopo province, South Africa
PM Mphekgwana - Journal of environmental and public health, 2022 - Wiley Online Library
Globally, road traffic accidents are a major cause of death and severe injuries. It is estimated
that the number of deaths on the world's roads at 1.5 million per annum puts road traffic …
that the number of deaths on the world's roads at 1.5 million per annum puts road traffic …
[HTML][HTML] Analysis of the injury-severity outcomes of maritime accidents using a zero-inflated ordered probit model
This study provides an empirical analysis of the injury severity outcomes of maritime
accidents by exploring the influential factors for two underlying injury severity states: the …
accidents by exploring the influential factors for two underlying injury severity states: the …
Impact of roadway geometric features on crash severity on rural two-lane highways
This study examines the impact of a wide range of roadway geometric features on the
severity outcomes of crashes occurred on rural two-lane highways. We argue that crash data …
severity outcomes of crashes occurred on rural two-lane highways. We argue that crash data …