The statistical analysis of highway crash-injury severities: A review and assessment of methodological alternatives

PT Savolainen, FL Mannering, D Lord… - Accident Analysis & …, 2011 - Elsevier
Reducing the severity of injuries resulting from motor-vehicle crashes has long been a
primary emphasis of highway agencies and motor-vehicle manufacturers. While progress …

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 …

An empirical assessment of fixed and random parameter logit models using crash-and non-crash-specific injury data

PC Anastasopoulos, FL Mannering - Accident Analysis & Prevention, 2011 - Elsevier
Traditional crash-severity modeling uses detailed data gathered after a crash has occurred
(number of vehicles involved, age of occupants, weather conditions at the time of the crash …

Exploring a Bayesian hierarchical approach for developing safety performance functions for a mountainous freeway

M Ahmed, H Huang, M Abdel-Aty, B Guevara - Accident Analysis & …, 2011 - Elsevier
While rural freeways generally have lower crash rates, interactions between driver behavior,
traffic and geometric characteristics, and adverse weather conditions may increase the crash …

Predicting accident frequency at their severity levels and its application in site ranking using a two-stage mixed multivariate model

C Wang, MA Quddus, SG Ison - Accident Analysis & Prevention, 2011 - Elsevier
Accident prediction models (APMs) have been extensively used in site ranking with the
objective of identifying accident hotspots. Previously this has been achieved by using a …

Model of relationship between interstate crash occurrence and geometrics: exploratory insights from random parameter negative binomial approach

NS Venkataraman, GF Ulfarsson… - Transportation …, 2011 - journals.sagepub.com
This paper proposes the use of a random parameter negative binomial (NB) model for the
analysis of crash counts. With the use of a 9-year, continuous panel of histories of total crash …

A joint-probability approach to crash prediction models

X Pei, SC Wong, NN Sze - Accident Analysis & Prevention, 2011 - Elsevier
Many road safety researchers have used crash prediction models, such as Poisson and
negative binomial regression models, to investigate the associations between crash …

A full Bayes multivariate intervention model with random parameters among matched pairs for before–after safety evaluation

K El-Basyouny, T Sayed - Accident Analysis & Prevention, 2011 - Elsevier
The objective of this study is to evaluate the safety performance of a sample of intersections
that have been improved with the implementation of certain safety countermeasures in the …

A kinetic energy model of two-vehicle crash injury severity

A Sobhani, W Young, D Logan… - Accident Analysis & …, 2011 - Elsevier
An important part of any model of vehicle crashes is the development of a procedure to
estimate crash injury severity. After reviewing existing models of crash severity, this paper …

A combined frequency–severity approach for the analysis of rear-end crashes on urban arterials

A Das, MA Abdel-Aty - Safety Science, 2011 - Elsevier
Analysis of both the crash count and the severity of injury are required to provide the
complete picture of the safety situation of any given roadway. The randomness of crashes …