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The statistical analysis of highway crash-injury severities: A review and assessment of methodological alternatives
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 …
primary emphasis of highway agencies and motor-vehicle manufacturers. While progress …
Vehicle crash simulations for safety: Introduction of connected and automated vehicles on the roadways
Traffic accidents are one main cause of human fatalities in modern society. With the fast
development of connected and autonomous vehicles (CAVs), there comes both challenges …
development of connected and autonomous vehicles (CAVs), there comes both challenges …
Analytic methods in accident research: Methodological frontier and future directions
FL Mannering, CR Bhat - Analytic methods in accident research, 2014 - Elsevier
The analysis of highway-crash data has long been used as a basis for influencing highway
and vehicle designs, as well as directing and implementing a wide variety of regulatory …
and vehicle designs, as well as directing and implementing a wide variety of regulatory …
Driver-injury severity in single-vehicle crashes in California: a mixed logit analysis of heterogeneity due to age and gender
This research develops a mixed logit model of driver-injury severity in single-vehicle crashes
in California. The research especially considers the heterogeneous effects of age and …
in California. The research especially considers the heterogeneous effects of age and …
The joint effect of weather and lighting conditions on injury severities of single-vehicle accidents
This study seeks to identify and analyze variations in the effect of contributing factors on
injury severities of single-vehicle accidents across various lighting and weather conditions …
injury severities of single-vehicle accidents across various lighting and weather conditions …
Bicyclist injury severities in bicycle–motor vehicle accidents
This research explores the factors contributing to the injury severity of bicyclists in bicycle–
motor vehicle accidents using a multinomial logit model. The model predicts the probability …
motor vehicle accidents using a multinomial logit model. The model predicts the probability …
A multinomial logit model-Bayesian network hybrid approach for driver injury severity analyses in rear-end crashes
Rear-end crash is one of the most common types of traffic crashes in the US A good
understanding of its characteristics and contributing factors is of practical importance …
understanding of its characteristics and contributing factors is of practical importance …
Analysis of driver injury severity in truck-involved accidents using a non-parametric classification tree model
LY Chang, JT Chien - Safety science, 2013 - Elsevier
To explore the factors contributing to driver injury severity in traffic accidents, parametric
regression models, such as multinomial logit models (MNLs) or ordered probabilistic …
regression models, such as multinomial logit models (MNLs) or ordered probabilistic …
A latent segmentation based generalized ordered logit model to examine factors influencing driver injury severity
This paper formulates and estimates an econometric model, referred to as the latent
segmentation based generalized ordered logit (LSGOL) model, for examining driver injury …
segmentation based generalized ordered logit (LSGOL) model, for examining driver injury …
Mixed logit model-based driver injury severity investigations in single-and multi-vehicle crashes on rural two-lane highways
Crashes occurring on rural two-lane highways are more likely to result in severe driver
incapacitating injuries and fatalities. In this study, mixed logit models are developed to …
incapacitating injuries and fatalities. In this study, mixed logit models are developed to …