Highway accident severities and the mixed logit model: An exploratory empirical analysis

JC Milton, VN Shankar, FL Mannering - Accident Analysis & Prevention, 2008 - Elsevier
Many transportation agencies use accident frequencies, and statistical models of accidents
frequencies, as a basis for prioritizing highway safety improvements. However, the use of …

Statistical analysis of accident severity on rural freeways

V Shankar, F Mannering, W Barfield - Accident Analysis & Prevention, 1996 - Elsevier
The growing concern about the possible safety-related impacts of Intelligent Transportation
Systems (ITS) has focused attention on the need to develop new statistical approaches to …

Safety sensitivity to roadway characteristics: A comparison across highway classes

S Chen, TU Saeed, M Alinizzi, S Lavrenz… - Accident Analysis & …, 2019 - Elsevier
This paper examined the accident risk factors associated with highway traffic and roadway
design, for each of three highway classes in the United States using a bivariate modeling …

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 …

[HTML][HTML] Applying a joint model of crash count and crash severity to identify road segments with high risk of fatal and serious injury crashes

AP Afghari, MM Haque, S Washington - Accident Analysis & Prevention, 2020 - Elsevier
Both crash count and severity are thought to quantify crash risk at defined transport network
locations (eg intersections, a particulate section of highway, etc.). Crash count is a measure …

Analysis of stationary and dynamic factors affecting highway accident occurrence: A dynamic correlated grouped random parameters binary logit approach

G Fountas, MT Sarwar, PC Anastasopoulos… - Accident Analysis & …, 2018 - Elsevier
Traditional accident analysis typically explores non-time-varying (stationary) factors that
affect accident occurrence on roadway segments. However, the impact of time-varying …

Effect of driver's age and side of impact on crash severity along urban freeways: A mixed logit approach

K Haleem, A Gan - Journal of safety research, 2013 - Elsevier
Introduction This study identifies geometric, traffic, environmental, vehicle-related, and driver-
related predictors of crash injury severity on urban freeways. Method The study takes …

County-level crash risk analysis in Florida: Bayesian spatial modeling

H Huang, MA Abdel-Aty… - Transportation Research …, 2010 - journals.sagepub.com
An increasing research effort has been made on spatially disaggregated safety analysis
models to meet the needs of region-level safety inspection and recently emerging …

Injury severity analysis with variable and correlated thresholds: ordered mixed logit formulation

KK Srinivasan - Transportation Research Record, 2002 - journals.sagepub.com
An ordered mixed logit (OML) formulation is proposed to model injury severity, given a
crash. The proposed formulation extends the ordered probit/logit models by accommodating …

Accounting for unobserved heterogeneity and spatial instability in the analysis of crash injury-severity at highway-rail grade crossings: A random parameters with …

SS Ahmed, F Corman, PC Anastasopoulos - Analytic methods in accident …, 2023 - Elsevier
Crashes at highway-rail grade crossings often result in higher proportion of injury and fatality
of the vehicle occupants as compared to other crash types, necessitating in-depth …