Comparison of factors affecting injury severity in angle collisions by fault status using a random parameters bivariate ordered probit model

BJ Russo, PT Savolainen, WH Schneider IV… - Analytic methods in …, 2014 - Elsevier
The extant traffic safety research literature includes numerous examples of studies that
assess those factors affecting the degree of injury sustained by crash-involved motor vehicle …

Investigation on the injury severity of drivers in rear-end collisions between cars using a random parameters bivariate ordered probit model

F Chen, M Song, X Ma - … journal of environmental research and public …, 2019 - mdpi.com
The existing studies on drivers' injury severity include numerous statistical models that
assess potential factors affecting the level of injury. These models should address specific …

Driver injury severity: an application of ordered probit models

KM Kockelman, YJ Kweon - Accident Analysis & Prevention, 2002 - Elsevier
This paper describes the use of ordered probit models to examine the risk of different injury
levels sustained under all crash types, two-vehicle crashes, and single-vehicle crashes. The …

Bivariate ordered-response probit model of driver's and passenger's injury severities in collisions with fixed objects

T Yamamoto, VN Shankar - Accident Analysis & Prevention, 2004 - Elsevier
A bivariate ordered-response probit model of driver's and most severely injured passenger's
severity (IS) in collisions with fixed objects is developed in this study. Exact passenger's IS is …

Temporal stability of driver injury severity in single-vehicle roadway departure crashes: A random thresholds random parameters hierarchical ordered probit approach

M Yu, C Ma, J Shen - Analytic methods in accident research, 2021 - Elsevier
This study examines contributing variables affecting the driver injury-severity in single-
vehicle roadway departure crashes. To capture the threshold heterogeneity and unobserved …

Crash injury severity analysis using Bayesian ordered probit models

Y Xie, Y Zhang, F Liang - Journal of Transportation Engineering, 2009 - ascelibrary.org
Understanding the underlying relationship between crash injury severity and factors such as
driver's characteristics, vehicle type, and roadway conditions is very important for improving …

Analysis of accident injury-severities using a correlated random parameters ordered probit approach with time variant covariates

G Fountas, PC Anastasopoulos, M Abdel-Aty - Analytic methods in accident …, 2018 - Elsevier
This paper employs a correlated random parameters ordered probit modeling framework to
explore time-variant and time-invariant factors affecting injury-severity outcomes in single …

Accident severity analysis using ordered probit model

SM Rifaat, HC Chin - Journal of advanced transportation, 2007 - Wiley Online Library
To reduce injuries in road crashes, better understanding is needed between the relationship
of injury severity and risk factors. This study seeks to identify the contributing factors affecting …

Analysis of driver injury severity levels at multiple locations using ordered probit models

M Abdel-Aty - Journal of safety research, 2003 - Elsevier
Problem: The occurrence and outcome of traffic crashes have long been recognized as
complex events involving interactions between many factors, including the roadway, driver …

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 …