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 …

A review of the effect of traffic and weather characteristics on road safety

A Theofilatos, G Yannis - Accident Analysis & Prevention, 2014 - Elsevier
Taking into consideration the increasing availability of real-time traffic data and stimulated by
the importance of proactive safety management, this paper attempts to provide a review of …

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 …

Identification of dynamic traffic crash risk for cross-area freeways based on statistical and machine learning methods

Y Yang, K He, Y Wang, Z Yuan, Y Yin, M Guo - Physica A: Statistical …, 2022 - Elsevier
Freeway traffic safety should be given great attention due to the frequent and serious
consequences that arise from freeway traffic crashes. With the possibility of obtaining high …

Game theoretic modeling of driver and vehicle interactions for verification and validation of autonomous vehicle control systems

N Li, DW Oyler, M Zhang, Y Yildiz… - … on control systems …, 2017 - ieeexplore.ieee.org
Autonomous driving has been the subject of incre-ased interest in recent years both in
industry and in academia. Serious efforts are being pursued to address legal, technical, and …

The effect of traffic and road characteristics on road safety: A review and future research direction

C Wang, MA Quddus, SG Ison - Safety science, 2013 - Elsevier
Understanding factors affecting road accidents is an important area in road safety research.
This paper provides a review of the factors, with specific focus on traffic and road related …

Modeling motor vehicle crashes using Poisson-gamma models: Examining the effects of low sample mean values and small sample size on the estimation of the fixed …

D Lord - Accident Analysis & Prevention, 2006 - Elsevier
There has been considerable research conducted on the development of statistical models
for predicting crashes on highway facilities. Despite numerous advancements made for …

Multivariate Poisson-lognormal models for jointly modeling crash frequency by severity

ES Park, D Lord - Transportation Research Record, 2007 - journals.sagepub.com
A new multivariate approach is introduced for jointly modeling data on crash counts by
severity on the basis of multivariate Poisson-lognormal models. Although the data on crash …

Impact of traffic congestion on road accidents: A spatial analysis of the M25 motorway in England

C Wang, MA Quddus, SG Ison - Accident Analysis & Prevention, 2009 - Elsevier
Traffic congestion and road accidents are two external costs of transport and the reduction of
their impacts is often one of the primary objectives for transport policy makers. The …