[HTML][HTML] Finite mixture (or latent class) modeling in transportation: Trends, usage, potential, and future directions

SH Kim, PL Mokhtarian - Transportation Research Part B: Methodological, 2023 - Elsevier
Accounting for some types of heterogeneity has been an important pathway to improving our
models in the transportation domain, specifically in travel behavior research. This study …

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 …

Temporal stability of factors influencing driver-injury severities in single-vehicle crashes: A correlated random parameters with heterogeneity in means and variances …

C Se, T Champahom, S Jomnonkwao… - Analytic methods in …, 2021 - Elsevier
Undoubtedly, single-vehicle crashes remain a major concern for roadway users and
highway administrators, especially in low-and middle-income developing countries, where …

The joint effect of weather and lighting conditions on injury severities of single-vehicle accidents

G Fountas, A Fonzone, N Gharavi, T Rye - Analytic methods in accident …, 2020 - Elsevier
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 …

Analyzing road crash frequencies with uncorrelated and correlated random-parameters count models: An empirical assessment of multilane highways

TU Saeed, T Hall, H Baroud, MJ Volovski - Analytic methods in accident …, 2019 - Elsevier
Recent literature on highway safety research has focused on methodological advances to
minimize misspecifications and the potential for erroneous estimates and invalid statistical …

Differences of overturned and hit-fixed-object crashes on rural roads accompanied by speeding driving: Accommodating potential temporal shifts

X Yan, J He, G Wu, C Zhang, C Wang, Y Ye - Analytic methods in accident …, 2022 - Elsevier
Overturned crashes are associated with a disproportionate number of severe injuries and
fatalities, while hit-fixed-object crashes are acknowledged as the most frequent single …

Temporal instability and age differences of determinants affecting injury severities in nighttime crashes

X Yan, J He, C Zhang, C Wang, Y Ye, P Qin - Analytic methods in accident …, 2023 - Elsevier
Driving at nighttime may make drivers more likely to be involved in fatal crashes. To
investigate the temporal instability and age differences of contributors determining different …

Exploring injury severity in head-on crashes using latent class clustering analysis and mixed logit model: A case study of North Carolina

P Liu, W Fan - Accident Analysis & Prevention, 2020 - Elsevier
Although only 2% of crashes are head-on crashes in the United States, they account for over
10% of all crash-related fatalities. This study aims to investigate the contributing factors that …

Spatiotemporal instability analysis considering unobserved heterogeneity of crash-injury severities in adverse weather

X Yan, J He, C Zhang, Z Liu, C Wang, B Qiao - Analytic methods in accident …, 2021 - Elsevier
Adverse weather could potentially increase the probability of driving errors and hazardous
driving actions and it is necessary to explicitly understand the endogenous and exogenous …

Investigation of driver injury severities in rural single-vehicle crashes under rain conditions using mixed logit and latent class models

Z Li, Y Ci, C Chen, G Zhang, Q Wu, ZS Qian… - Accident Analysis & …, 2019 - Elsevier
Due to limited visibility and low skid resistance on road surface, single-vehicle crashes
under rain conditions, especially those occurred in rural areas, are more likely to result in …