Evaluating alternate discrete outcome frameworks for modeling crash injury severity

S Yasmin, N Eluru - Accident Analysis & Prevention, 2013 - Elsevier
This paper focuses on the relevance of alternate discrete outcome frameworks for modeling
driver injury severity. The study empirically compares the ordered response and unordered …

Analysis of large truck crash severity using heteroskedastic ordered probit models

JD Lemp, KM Kockelman, A Unnikrishnan - Accident Analysis & Prevention, 2011 - Elsevier
Long-combination vehicles (LCVs) have significant potential to increase economic
productivity for shippers and carriers by decreasing the number of truck trips, thus reducing …

Driving styles and their associations with personality and motivation

O Taubman-Ben-Ari, D Yehiel - Accident Analysis & Prevention, 2012 - Elsevier
The associations between driving styles and the Big-Five personality factors and perceived
costs and benefits of driving were examined in order to obtain a more comprehensive …

Driver aging and its effect on male and female single-vehicle accident injuries: Some additional evidence

S Islam, F Mannering - Journal of safety Research, 2006 - Elsevier
INTRODUCTION: This study explores the differences in injury severity between male and
female drivers, and across the different age groups, in single-vehicle accidents involving …

[PDF][PDF] Traffic accident analysis using machine learning paradigms

M Chong, A Abraham, M Paprzycki - Informatica, 2005 - informatica.si
Miao Chong1, Ajith Abraham2 and Marcin Paprzycki1, 3 1Computer Science Department,
Oklahoma State University, USA, marcin@ cs. okstate. edu 2School of Computer Science …

Analysis of accident injury-severity outcomes: The zero-inflated hierarchical ordered probit model with correlated disturbances

G Fountas, PC Anastasopoulos - Analytic methods in accident research, 2018 - Elsevier
In accident injury-severity analysis, an inherent limitation of the traditional ordered probit
approach arises from the a priori consideration of a homogeneous source for the accidents …

A joint econometric analysis of seat belt use and crash-related injury severity

N Eluru, CR Bhat - Accident Analysis & Prevention, 2007 - Elsevier
This paper formulates a comprehensive econometric structure that recognizes two important
issues in crash-related injury severity analysis. First, the impact of a factor on injury severity …

Comprehensive analysis of single-and multi-vehicle large truck at-fault crashes on rural and urban roadways in Alabama

S Islam, SL Jones, D Dye - Accident Analysis & Prevention, 2014 - Elsevier
The research described in this paper analyzed injury severities at a disaggregate level for
single-vehicle (SV) and multi-vehicle (MV) large truck at-fault accidents for rural and urban …

Markov switching multinomial logit model: An application to accident-injury severities

NV Malyshkina, FL Mannering - Accident Analysis & Prevention, 2009 - Elsevier
In this study, two-state Markov switching multinomial logit models are proposed for statistical
modeling of accident-injury severities. These models assume Markov switching over time …

Exploring injury severity in head-on crashes using latent class clustering analysis and mixed logit model: A case study of North Carolina

P Liu, W Fan - Accident Analysis & Prevention, 2020 - Elsevier
Although only 2% of crashes are head-on crashes in the United States, they account for over
10% of all crash-related fatalities. This study aims to investigate the contributing factors that …