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 random thresholds random parameters hierarchical ordered probit analysis of highway accident injury-severities

G Fountas, PC Anastasopoulos - Analytic methods in accident research, 2017 - Elsevier
This study uses highway accident data collected in the State of Washington, between 2011
and 2013, to study the factors that affect accident injury-severities. To account for the fixed …

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 …

Analysis of vehicle accident-injury severities: A comparison of segment-versus accident-based latent class ordered probit models with class-probability functions

G Fountas, PC Anastasopoulos… - Analytic methods in …, 2018 - Elsevier
Using information from 1990 single-vehicle accidents that occurred between 2011 and 2013
in the state of Washington, the injury severity level of the most severely injured vehicle …

A data fusion approach of police-hospital linked data to examine injury severity of motor vehicle crashes

K Alzaffin, SA Kaye, A Watson, MM Haque - Accident Analysis & Prevention, 2023 - Elsevier
Injury severity studies typically rely on police-reported crash data to examine risk factors
associated with traffic injuries. The police crash database includes essential information on …

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 …

Investigating the influence of curbs on single-vehicle crash injury severity utilizing zero-inflated ordered probit models

X Jiang, B Huang, RL Zaretzki, S Richards… - Accident Analysis & …, 2013 - Elsevier
The severity of traffic-related injuries has been studied by many researchers in recent
decades. However, previous research has seldom accounted for the effects of curbed …

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 …

Reprint of “Modeling two-vehicle crash severity by a bivariate generalized ordered probit approach”

YC Chiou, CC Hwang, CC Chang, C Fu - Accident Analysis & Prevention, 2013 - Elsevier
This study simultaneously models crash severity of both parties in two-vehicle accidents at
signalized intersections in Taipei City, Taiwan, using a novel bivariate generalized ordered …

A note on generalized ordered outcome models

N Eluru, S Yasmin - Analytic methods in accident research, 2015 - Elsevier
While there is growing application of generalized ordered outcome model variants (widely
known as Generalized Ordered Logit (GOL) model and Partial Proportional Odds Logit …