Alternative modeling approaches used for examining automobile ownership: a comprehensive review

S Anowar, N Eluru, LF Miranda-Moreno - Transport Reviews, 2014 - Taylor & Francis
Household vehicle ownership, and the associated dimensions including fleet size, vehicle
type and usage, has been one of the most researched transport topics. This paper …

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 …

GIS tools for analyzing accidents and road design: a review

R Satria, M Castro - Transportation research procedia, 2016 - Elsevier
A significant unexpected outcome of transportation systems is road accidents with injuries
and loss of lives. In recent years, the number of studies about the tools for analysing …

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 …

A negative binomial Lindley approach considering spatiotemporal effects for modeling traffic crash frequency with excess zeros

W Wang, Y Yang, X Yang, VV Gayah, Y Wang… - Accident Analysis & …, 2024 - Elsevier
Statistical analysis of traffic crash frequency is significant for figuring out the distribution
pattern of crashes, predicting the development trend of crashes, formulating traffic crash …

Explainable artificial intelligence in transport Logistics: Risk analysis for road accidents

I Abdulrashid, RZ Farahani, S Mammadov… - … Research Part E …, 2024 - Elsevier
Automobile traffic accidents represent a significant threat to global public safety, resulting in
numerous injuries and fatalities annually. This paper introduces a comprehensive …

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 …

How instantaneous driving behavior contributes to crashes at intersections: Extracting useful information from connected vehicle message data

R Arvin, M Kamrani, AJ Khattak - Accident Analysis & Prevention, 2019 - Elsevier
Connected and automated vehicles have enabled researchers to use big data for
development of new metrics that can enhance transportation safety. Emergence of such a …

Multivariate random-parameters zero-inflated negative binomial regression model: An application to estimate crash frequencies at intersections

C Dong, DB Clarke, X Yan, A Khattak… - Accident Analysis & …, 2014 - Elsevier
Crash data are collected through police reports and integrated with road inventory data for
further analysis. Integrated police reports and inventory data yield correlated multivariate …

Built environment factors in explaining the automobile-involved bicycle crash frequencies: A spatial statistic approach

P Chen - Safety science, 2015 - Elsevier
The objective of this study is to understand the relationship between built environment
factors and bicycle crashes with motor vehicles involved in Seattle. The research method …