[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 …
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 …
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 …
Undoubtedly, single-vehicle crashes remain a major concern for roadway users and
highway administrators, especially in low-and middle-income developing countries, where …
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
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 …
Analyzing road crash frequencies with uncorrelated and correlated random-parameters count models: An empirical assessment of multilane highways
Recent literature on highway safety research has focused on methodological advances to
minimize misspecifications and the potential for erroneous estimates and invalid statistical …
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
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 …
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
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 …
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
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 …
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
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 …
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
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 …
under rain conditions, especially those occurred in rural areas, are more likely to result in …