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 …

Risk analysis and assessment methodologies in the work sites: On a review, classification and comparative study of the scientific literature of the period 2000–2009

PK Marhavilas, D Koulouriotis, V Gemeni - Journal of Loss Prevention in …, 2011 - Elsevier
The objective of this work is to determine and study, analyze and elaborate, classify and
categorize the main risk analysis and risk-assessment methods and techniques by …

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 …

[BOOK][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 …

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 …

Temporal instability and the analysis of highway accident data

F Mannering - Analytic methods in accident research, 2018 - Elsevier
Virtually every statistical analysis of highway safety data is predicated on the assumption
that the estimated model parameters are temporally stable. That is, the assumption that the …

Determinants of bicyclist injury severities in bicycle-vehicle crashes: A random parameters approach with heterogeneity in means and variances

A Behnood, F Mannering - Analytic methods in accident research, 2017 - Elsevier
This paper investigates risk factors that significantly contribute to the injury severity of
bicyclists in bicycle/motor-vehicle crashes while systematically accounting for unobserved …

Severity analysis for large truck rollover crashes using a random parameter ordered logit model

G Azimi, A Rahimi, H Asgari, X ** - Accident Analysis & Prevention, 2020 - Elsevier
Large truck rollover crashes present significant financial, industrial, and social impacts. This
paper presents an effort to investigate the contributing factors to large truck rollover crashes …

Temporal stability of factors affecting injury severity in rear-end and non-rear-end crashes: A random parameter approach with heterogeneity in means and variances

C Wang, F Chen, Y Zhang, S Wang, B Yu… - Analytic methods in …, 2022 - Elsevier
Rear-end crashes have become a serious global issue, with increasing injuries and fatalities
accounting for massive property loss. The purpose of this study is to investigate the variation …

Environmental factors affecting the frequency of road traffic accidents: a case study of sub-urban area of Pakistan

HM Hammad, M Ashraf, F Abbas, HF Bakhat… - … Science and Pollution …, 2019 - Springer
Road traffic accidents (RTAs) are among the life-threatening issues facing rural as well as
sub-/urban communities. Several factors contribute to RTAs ranging from human to technical …