[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 …

A note on the sample selection (switching regression) model and treatment effects for a log-transformed outcome variable, in the context of residential self-selection

SH Kim, PL Mokhtarian - Transportation, 2023 - Springer
This study examines the residential self-selection issue from conceptual and methodological
aspects, with an empirical application. The study was motivated by the challenge of …

Role of Walkability, Bike Infrastructure, and Greenspace in Combatting Chronic Diseases: A Heterogeneous Ecological Analysis in the United States

B Wali, LD Frank, J Chapman, EH Fox - Sustainable Cities and Society, 2024 - Elsevier
Associations of built and natural environment and bike infrastructure features with
neighborhood-level hypertension and obesity prevalence across the US are not well …

[HTML][HTML] Estimating multinomial logit models with endogenous variables: Control function versus two adapted approaches

L de Grange, F González, M Marechal… - … Research Part A: Policy …, 2024 - Elsevier
It is shown that the control function (CF) method's estimates of the modal constants in a
multinomial logit model (MNL) with endogenous explanatory variables are biased. This has …

Ex-post evaluation of transport interventions with causal mediation analysis

Y Zhang, H Li, G Ren - Transportation, 2023 - Springer
Numerous ex-post evaluation studies have answered the questions on whether an
intervention made a difference to the transport system using causal inference models …

Modelling activity generation and scheduling decisions, and exploring the interplay with telecommuting

S Khaddar - 2024 - open.library.ubc.ca
The thesis presents novel econometric structures to model daily activity-travel behaviour of
an individual including their activity generation and activity scheduling decisions, and their …