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 …

[HTML][HTML] Current understanding of the effects of congestion on traffic accidents

AE Retallack, B Ostendorf - … journal of environmental research and public …, 2019 - mdpi.com
Traffic accidents impart both economic and social costs upon communities around the world,
hence the desire for accident rates to be reduced. For this reduction to occur, the factors …

Quantifying and comparing the effects of key risk factors on various types of roadway segment crashes with LightGBM and SHAP

X Wen, Y Xie, L Wu, L Jiang - Accident Analysis & Prevention, 2021 - Elsevier
Understanding and quantifying the effects of risk factors on crash frequency is of great
importance for developing cost-effective safety countermeasures. In this paper, the effects 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 …

[图书][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 …

[图书][B] The handbook of road safety measures

R Elvik, A Høye, T Vaa, M Sørensen - 2009 - emerald.com
4.1 Tyre tread depth 4.2 Studded tyres 4.3 Antilock braking systems (ABS) and disc brakes
4.4 High-mounted stop lamps 4.5 Daytime running lights for cars 4.6 Daytime running lights …

Analyzing freeway crash severity using a Bayesian spatial generalized ordered logit model with conditional autoregressive priors

Q Zeng, W Gu, X Zhang, H Wen, J Lee… - Accident Analysis & …, 2019 - Elsevier
This study develops a Bayesian spatial generalized ordered logit model with conditional
autoregressive priors to examine severity of freeway crashes. Our model can simultaneously …

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 …

Highway accident severities and the mixed logit model: An exploratory empirical analysis

JC Milton, VN Shankar, FL Mannering - Accident Analysis & Prevention, 2008 - Elsevier
Many transportation agencies use accident frequencies, and statistical models of accidents
frequencies, as a basis for prioritizing highway safety improvements. However, the use of …

Traffic fatalities and economic growth

E Kopits, M Cropper - Accident analysis & prevention, 2005 - Elsevier
This paper examines the relationship between traffic fatality risk and per capita income and
uses it to forecast traffic fatalities by geographic region. Equations for the road death rate …