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] Factors influencing the usage of shared E-scooters in Chicago

FM Tuli, S Mitra, MB Crews - Transportation research part A: policy and …, 2021 - Elsevier
The rapid popularity growth of shared e-scooters creates the necessity of understanding the
determinants of shared e-scooter usage. This paper estimates the impacts of temporal …

[BOEK][B] Statistical and econometric methods for transportation data analysis

S Washington, MG Karlaftis, F Mannering… - 2020 - taylorfrancis.com
The book's website (with databases and other support materials) can be accessed here.
Praise for the Second Edition: The second edition introduces an especially broad set of …

Analysis of hourly crash likelihood using unbalanced panel data mixed logit model and real-time driving environmental big data

F Chen, S Chen, X Ma - Journal of safety research, 2018 - Elsevier
Introduction Driving environment, including road surface conditions and traffic states, often
changes over time and influences crash probability considerably. It becomes stretched for …

A note on modeling vehicle accident frequencies with random-parameters count models

PC Anastasopoulos, FL Mannering - Accident Analysis & Prevention, 2009 - Elsevier
In recent years there have been numerous studies that have sought to understand the
factors that determine the frequency of accidents on roadway segments over some period of …

Impact of roadside features on the frequency and severity of run-off-roadway accidents: an empirical analysis

J Lee, F Mannering - Accident Analysis & Prevention, 2002 - Elsevier
In the US, single-vehicle run-off-roadway accidents result in a million highway crashes with
roadside features every year and account for approximately one-third of all highway …

Applying the random effect negative binomial model to examine traffic accident occurrence at signalized intersections

HC Chin, MA Quddus - accident analysis & prevention, 2003 - Elsevier
Poisson and negative binomial (NB) models have been used to analyze traffic accident
occurrence at intersections for several years. There are however, limitations in the use of …

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 …