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 …

Choice models with stochastic variables and random coefficients

M Biswas, CR Bhat, S Ghosh, AR Pinjari - Journal of choice modelling, 2024 - Elsevier
In travel choice models, variables describing alternative attributes such as travel time may
have to be specified as stochastic because the analyst may not have accurate …

Mobility service design with equity-aware choice-based decision-support tool: New York case study

X Ren, JYJ Chow, CH Guan - … Research Part D: Transport and Environment, 2024 - Elsevier
The rapid adoption of on-demand mobility services has brought a challenge in accessing
their equity impacts at a regional scale due to the absence of consistent trip data and …

[HTML][HTML] Comparison of the Meta-Heuristic Algorithms for Maximum Likelihood Estimation of the Exponentially Modified Logistic Distribution

P Kasap, AO Faouri - Symmetry, 2024 - mdpi.com
Generalized distributions have been studied a lot recently because of their flexibility and
reliability in modeling lifetime data. The two-parameter Exponentially-Modified Logistic …

Nonparametric estimation of k-modal taste heterogeneity for group level agent-based mixed logit

X Ren, JYJ Chow - arXiv preprint arXiv:2309.13159, 2023 - arxiv.org
Estimating agent-specific taste heterogeneity with a large information and communication
technology (ICT) dataset requires both model flexibility and computational efficiency. We …

Choice-based service region assortment problem: equitable design with statewide synthetic data

X Ren, JYJ Chow - 2023 IEEE 26th International Conference on …, 2023 - ieeexplore.ieee.org
Incorporating individual user preferences in statewide transportation planning is of great
importance regarding revenue management and behavioral equity. However, an enduring …

[HTML][HTML] Choice-Based Service Region Assortment Problem: Equitable Design With Statewide Synthetic Data

JYJ Chow, X Ren - 2023 - rosap.ntl.bts.gov
Incorporating individual user preferences in statewide transportation planning is of great
importance regarding revenue management and behavioral equity. However, an enduring …