[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 …

[HTML][HTML] Does e-shopping impact household travel? Evidence from the 2017 US NHTS

L Xu, JD Saphores - Journal of Transport Geography, 2024 - Elsevier
How does e-shopping impact household travel? To answer this question, which is
particularly relevant for policymakers concerned with congestion, air pollution, and …

Unraveling Heterogeneity in Online Shopping and Travel Behavior Through Latent Class Modeling

I Titiloye, MAA Sarker, X Jin - Transportation Research …, 2024 - journals.sagepub.com
While existing literature has extensively explored the impact of online shopping on travel
behavior, few studies have undertaken segmentation analysis to uncover hidden behavioral …

Modeling Preference Heterogeneity in Uncertain Choice Contexts Characterized by External Shocks

TR Youlton - 2023 - search.proquest.com
This dissertation consists of four papers that examine human behavior through the use of
stated preference data and discrete choice models. The first paper investigates how …