Analysis of occupant injury severity in winter weather crashes: A fully Bayesian multivariate approach

MS Shaheed, K Gkritza, AL Carriquiry… - Analytic methods in …, 2016 - Elsevier
Multivariate injury severity models that consider the cross-group heterogeneity in the crash
data where individuals or occupants are nested within vehicles and vehicles are nested …

Assessing the effect of weather states on crash severity and type by use of full Bayesian multivariate safety models

K El-Basyouny, S Barua, MT Islam… - Transportation research …, 2014 - journals.sagepub.com
Rather than investigate the isolated effects of individual weather elements on crash
occurrence, this study investigated the aggregated effect of weather states, defined as a …

Investigating occupant injury severity of truck-involved crashes based on vehicle types on a mountainous freeway: A hierarchical Bayesian random intercept approach

MT Haq, M Zlatkovic, K Ksaibati - Accident Analysis & Prevention, 2020 - Elsevier
Earlier research on injury severity of truck-involved crashes focused primarily on single-truck
and multi-vehicle crashes with truck involvement, or investigated truck-involved injury …

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 …

Weather impacts on single-vehicle truck crash injury severity

B Naik, LW Tung, S Zhao, AJ Khattak - Journal of safety research, 2016 - Elsevier
Introduction The focus of this paper is on illustrating the feasibility of aggregating data from
disparate sources to investigate the relationship between single-vehicle truck crash injury …

Injury severity analysis of truck-involved crashes under different weather conditions

M Uddin, N Huynh - Accident Analysis & Prevention, 2020 - Elsevier
This paper investigates truck-involved crashes to determine the statistically significant
factors that contribute to injury severity under different weather conditions. The analysis uses …

Driver injury severity outcome analysis in rural interstate highway crashes: a two-level Bayesian logistic regression interpretation

C Chen, G Zhang, XC Liu, Y Ci, H Huang, J Ma… - Accident Analysis & …, 2016 - Elsevier
There is a high potential of severe injury outcomes in traffic crashes on rural interstate
highways due to the significant amount of high speed traffic on these corridors. Hierarchical …

Analyzing crash injury severity for a mountainous freeway incorporating real-time traffic and weather data

R Yu, M Abdel-Aty - Safety science, 2014 - Elsevier
This study focuses on developing crash injury severity analysis models for a mountainous
freeway section. In addition to the data obtained from crash reports, real-time traffic and …

Investigation of time and weather effects on crash types using full Bayesian multivariate Poisson lognormal models

K El-Basyouny, S Barua, MT Islam - Accident Analysis & Prevention, 2014 - Elsevier
Previous research shows that various weather elements have significant effects on crash
occurrence and risk; however, little is known about how these elements affect different crash …

Analysis of factors affecting the frequency of crashes on interstate freeways by vehicle type considering multiple weather variables

C Aguilar, BJ Russo, A Mohebbi… - … of Transportation Safety …, 2022 - Taylor & Francis
Recently, there has been an increasing trend in traffic crash fatalities in the United States,
including the State of Arizona. Given this fact, it is imperative to analyze factors that affect …