Work zone safety analysis and modeling: a state-of-the-art review

H Yang, K Ozbay, O Ozturk, K Xie - Traffic injury prevention, 2015 - Taylor & Francis
Objective: Work zone safety is one of the top priorities for transportation agencies. In recent
years, a considerable volume of research has sought to determine work zone crash …

Unobserved heterogeneity and the statistical analysis of highway accident data

FL Mannering, V Shankar, CR Bhat - Analytic methods in accident research, 2016 - Elsevier
Highway accidents are complex events that involve a variety of human responses to external
stimuli, as well as complex interactions between the vehicle, roadway features/condition …

A note on out-of-sample prediction, marginal effects computations, and temporal testing with random parameters crash-injury severity models

Q Hou, X Huo, J Leng, F Mannering - Analytic methods in accident …, 2022 - Elsevier
Random parameters logit models have become an increasingly popular method to
investigate crash-injury severities in recent years. However, there remain potential elements …

How heterogeneity has been examined in transportation safety analysis: A review of latent class modeling applications

SH Kim - Analytic methods in accident research, 2023 - Elsevier
This study explores how heterogeneity has been examined in transportation safety
analyses, specifically focusing on latent class modeling, which has gained popularity and …

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 …

A temporal analysis of driver-injury severities in crashes involving aggressive and non-aggressive driving

M Islam, F Mannering - Analytic methods in accident research, 2020 - Elsevier
Aggressive driving has become a national traffic-safety concern, with increasing congestion
and other stress-inducing factors making it more likely drivers take out their frustrations by …

Temporal stability of pedestrian injury severity in pedestrian-vehicle crashes: New insights from random parameter logit model with heterogeneity in means and …

A Zamani, A Behnood, SR Davoodi - Analytic Methods in Accident …, 2021 - Elsevier
Pedestrians can be categorized as the most vulnerable road users since they have less
protection compared to other road users, which makes their safety of utmost importance for …

Unobserved heterogeneity and temporal instability in the analysis of work-zone crash-injury severities

M Islam, N Alnawmasi, F Mannering - Analytic methods in accident …, 2020 - Elsevier
In the state of Florida, work-zone related crashes and their resulting injury severities have
been increasing recently, particularly over the 2015 to 2017 time period. In the current study …

An empirical assessment of the effects of economic recessions on pedestrian-injury crashes using mixed and latent-class models

A Behnood, FL Mannering - Analytic methods in accident research, 2016 - Elsevier
This study explores the differences in pedestrian injury severity in three distinct economic
time periods from the recent global recession (the Great Recession): pre-recession …

The temporal stability of factors affecting driver-injury severities in single-vehicle crashes: Some empirical evidence

A Behnood, FL Mannering - Analytic methods in accident research, 2015 - Elsevier
This study explores the temporal stability of factors affecting driver-injury severities in single-
vehicle crashes. Using data for single-vehicle crashes in Chicago, Illinois from a nine-year …