Estimating safety by the empirical Bayes method: a tutorial

E Hauer, DW Harwood, FM Council… - Transportation …, 2002 - journals.sagepub.com
The empirical Bayes (EB) method addresses two problems of safety estimation: it increases
the precision of estimates beyond what is possible when one is limited to the use of a 2-to 3 …

A novel CRITIC-Fuzzy FUCOM-DEA-Fuzzy MARCOS model for safety evaluation of road sections based on geometric parameters of road

J Mitrović Simić, Ž Stević, EK Zavadskas, V Bogdanović… - Symmetry, 2020 - mdpi.com
Trends of globalization very often cause the emergence of phenomena that asymmetrically
affect the overall sustainability of the transport system. In order to predict certain situations …

[图书][B] Transportation decision making: Principles of project evaluation and programming

KC Sinha, S Labi - 2011 - books.google.com
Transportation Decision Making A GUIDE TO EFFECTIVE DECISION MAKING WRITTEN
JUST FOR TRANSPORTATION PROFESSIONALS This pioneering text provides a holistic …

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 …

A multivariate Poisson-lognormal regression model for prediction of crash counts by severity, using Bayesian methods

J Ma, KM Kockelman, P Damien - Accident Analysis & Prevention, 2008 - Elsevier
Numerous efforts have been devoted to investigating crash occurrence as related to
roadway design features, environmental factors and traffic conditions. However, most of the …

Predicting motor vehicle crashes using support vector machine models

X Li, D Lord, Y Zhang, Y Xie - Accident Analysis & Prevention, 2008 - Elsevier
Crash prediction models have been very popular in highway safety analyses. However, in
highway safety research, the prediction of outcomes is seldom, if ever, the only research …

Modeling traffic crash-flow relationships for intersections: dispersion parameter, functional form, and Bayes versus empirical Bayes methods

SP Miaou, D Lord - Transportation Research Record, 2003 - journals.sagepub.com
Statistical relationships between traffic crashes and traffic flows at roadway intersections
have been extensively modeled and evaluated in recent years. The underlying assumptions …

The effect of infrastructure and demographic change on traffic-related fatalities and crashes: a case study of Illinois county-level data

RB Noland, L Oh - Accident Analysis & Prevention, 2004 - Elsevier
This paper presents analyses of data from the Highway Safety Information System (HSIS) for
the State of Illinois. Our analyses focuses on whether various changes in road network …

Real-time estimation of accident likelihood for safety enhancement

JS Oh, C Oh, SG Ritchie, M Chang - Journal of transportation …, 2005 - ascelibrary.org
Unlike conventional traffic safety studies that focused on histrionic data analyses, this study
attempts to identify traffic conditions that might lead to a traffic accident from real-time …

Development of comprehensive accident models for two-lane rural highways using exposure, geometry, consistency and context variables

S Cafiso, A Di Graziano, G Di Silvestro… - Accident Analysis & …, 2010 - Elsevier
In Europe, approximately 60% of road accident fatalities occur on two-lane rural roads. Thus,
research to develop and enhance explanatory and predictive models for this road type …