Unobserved heterogeneity and the statistical analysis of highway accident data

FL Mannering, V Shankar, CR Bhat - Analytic methods in accident research, 2016 - Elsevier
Highway accidents are complex events that involve a variety of human responses to external
stimuli, as well as complex interactions between the vehicle, roadway features/condition …

Using traffic flow characteristics to predict real-time conflict risk: A novel method for trajectory data analysis

C Yuan, Y Li, H Huang, S Wang, Z Sun, Y Li - Analytic methods in accident …, 2022 - Elsevier
The real-time conflict prediction model using traffic flow characteristics is much less studied
than the crash-based model. This study aims at exploring the relationship between conflicts …

Analysis of accident injury-severities using a correlated random parameters ordered probit approach with time variant covariates

G Fountas, PC Anastasopoulos, M Abdel-Aty - Analytic methods in accident …, 2018 - Elsevier
This paper employs a correlated random parameters ordered probit modeling framework to
explore time-variant and time-invariant factors affecting injury-severity outcomes in single …

Analyzing freeway crash severity using a Bayesian spatial generalized ordered logit model with conditional autoregressive priors

Q Zeng, W Gu, X Zhang, H Wen, J Lee… - Accident Analysis & …, 2019 - Elsevier
This study develops a Bayesian spatial generalized ordered logit model with conditional
autoregressive priors to examine severity of freeway crashes. Our model can simultaneously …

The joint effect of weather and lighting conditions on injury severities of single-vehicle accidents

G Fountas, A Fonzone, N Gharavi, T Rye - Analytic methods in accident …, 2020 - Elsevier
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 …

[HTML][HTML] Risk factors of deaths related to road traffic crashes in World Health Organization regions: A systematic review

A Razzaghi, H Soori, A Kavousi… - Archives of Trauma …, 2019 - archtrauma.kaums.ac.ir
Background: Identification of risk factors involved in road traffic deaths (RTDs) could help
policymakers and road traffic managers to adopt effective strategies and approaches for the …

Temporal stability of the impact of factors determining drivers' injury severities across traffic barrier crashes in mountainous regions

D Song, X Yang, PC Anastasopoulos, X Zu… - Analytic methods in …, 2023 - Elsevier
Traffic barrier crashes have been a major concern in many prior studies in traffic safety
literature, especially in the crash-prone sections of mountainous regions. However, the effect …

A random thresholds random parameters hierarchical ordered probit analysis of highway accident injury-severities

G Fountas, PC Anastasopoulos - Analytic methods in accident research, 2017 - Elsevier
This study uses highway accident data collected in the State of Washington, between 2011
and 2013, to study the factors that affect accident injury-severities. To account for the fixed …

Analyzing road crash frequencies with uncorrelated and correlated random-parameters count models: An empirical assessment of multilane highways

TU Saeed, T Hall, H Baroud, MJ Volovski - Analytic methods in accident …, 2019 - Elsevier
Recent literature on highway safety research has focused on methodological advances to
minimize misspecifications and the potential for erroneous estimates and invalid statistical …

Investigating the injury severity of single-vehicle truck crashes in a develo** country

E Rahimi, A Shamshiripour, A Samimi… - Accident Analysis & …, 2020 - Elsevier
Trucking plays a vital role in economic development in every country, especially countries
where it serves as the backbone of the economy. The fast growth of economy in Iran as a …