The statistical analysis of highway crash-injury severities: A review and assessment of methodological alternatives

PT Savolainen, FL Mannering, D Lord… - Accident Analysis & …, 2011 - Elsevier
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 …

The application of XGBoost and SHAP to examining the factors in freight truck-related crashes: An exploratory analysis

C Yang, M Chen, Q Yuan - Accident Analysis & Prevention, 2021 - Elsevier
Due to the burgeoning demand for freight movement, freight related road safety threats have
been growing substantially. In spite of some research on the factors influencing freight truck …

An empirical analysis of run-off-road injury severity crashes involving large trucks

NSS Al-Bdairi, S Hernandez - Accident Analysis & Prevention, 2017 - Elsevier
In recent years, there has been an increasing interest in understanding the contributory
factors to run-off-road (ROR) crashes in the US, especially those where large trucks are …

Time-of-day variations and temporal instability of factors affecting injury severities in large-truck crashes

A Behnood, F Mannering - Analytic methods in accident research, 2019 - Elsevier
Using the data from large-truck crashes in Los Angeles over an eight-year period (January
1, 2010 to December 31, 2017), the variation in the influence of factors affecting injury …

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 …

Determinant of injury severities in large truck crashes: A weekly instability analysis

A Behnood, NSS Al-Bdairi - Safety science, 2020 - Elsevier
In the past, many attempts have been made to study the effects of large trucks on the safety
of roadway users. However, the exact effects of weekdays and weekends on the injury …

Weather impacts on single-vehicle truck crash injury severity

B Naik, LW Tung, S Zhao, AJ Khattak - Journal of safety research, 2016 - Elsevier
Introduction The focus of this paper is on illustrating the feasibility of aggregating data from
disparate sources to investigate the relationship between single-vehicle truck crash injury …

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 …

Injury severity analysis of truck-involved crashes under different weather conditions

M Uddin, N Huynh - Accident Analysis & Prevention, 2020 - Elsevier
This paper investigates truck-involved crashes to determine the statistically significant
factors that contribute to injury severity under different weather conditions. The analysis uses …

Commercial truck crash injury severity analysis using gradient boosting data mining model

Z Zheng, P Lu, B Lantz - Journal of safety research, 2018 - Elsevier
Introduction Truck crashes contribute to a large number of injuries and fatalities. This study
seeks to identify the contributing factors affecting truck crash severity using 2010 to 2016 …