A review of spatial approaches in road safety

A Ziakopoulos, G Yannis - Accident Analysis & Prevention, 2020‏ - Elsevier
Spatial analyses of crashes have been adopted in road safety for decades in order to
determine how crashes are affected by neighboring locations, how the influence of …

The statistical analysis of crash-frequency data: A review and assessment of methodological alternatives

D Lord, F Mannering - Transportation research part A: policy and practice, 2010‏ - Elsevier
Gaining a better understanding of the factors that affect the likelihood of a vehicle crash has
been an area of research focus for many decades. However, in the absence of detailed …

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 …

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 …

[HTML][HTML] GIS-based spatiotemporal analysis for road traffic crashes; in support of sustainable transportation Planning

S Mohammed, AH Alkhereibi, A Abulibdeh… - Transportation research …, 2023‏ - Elsevier
Road traffic crashes pose a significant challenge worldwide, necessitating increased efforts
to reduce them and promote sustainable transport systems. This study aimed to investigate …

Traffic conflict models to evaluate the safety of signalized intersections at the cycle level

M Essa, T Sayed - Transportation research part C: emerging technologies, 2018‏ - Elsevier
The safety of signalized intersections has often been evaluated at an aggregate level
relating collisions to annual traffic volume and the geometric characteristics of the …

A study of factors affecting highway accident rates using the random-parameters tobit model

PC Anastasopoulos, FL Mannering, VN Shankar… - Accident Analysis & …, 2012‏ - Elsevier
A large body of previous literature has used a variety of count-data modeling techniques to
study factors that affect the frequency of highway accidents over some time period on …

Multilevel data and Bayesian analysis in traffic safety

H Huang, M Abdel-Aty - Accident Analysis & Prevention, 2010‏ - Elsevier
BACKGROUND: Traditional crash prediction models, such as generalized linear regression
model, are incapable of taking into account multilevel data structure. Therefore they suffer …

Approach-level real-time crash risk analysis for signalized intersections

J Yuan, M Abdel-Aty - Accident Analysis & Prevention, 2018‏ - Elsevier
Intersections are among the most dangerous roadway facilities due to the complex traffic
conflicting movements and frequent stop-and-go traffic. However, previous intersection …