[HTML][HTML] The overreliance on statistical goodness-of-fit and under-reliance on model validation in discrete choice models: A review of validation practices in the …
An examination of model validation practices in the peer-reviewed transportation literature
published between 2014 and 2018 reveals that 92% of studies reported goodness-of-fit …
published between 2014 and 2018 reveals that 92% of studies reported goodness-of-fit …
[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 …
A visual segmentation method for temporal smart card data
In many cities, worldwide public transit companies use smart card system to manage fare
collection. Analysis of this acquisitive information provides a comprehensive insight of user's …
collection. Analysis of this acquisitive information provides a comprehensive insight of user's …
Cross-border residential mobility, quality of life and modal shift: A Luxembourg case study
It is argued in the life-oriented approach that travel behavior affects life choice and vice
versa with resulting impacts on quality of life (QOL). By deepening the analysis of …
versa with resulting impacts on quality of life (QOL). By deepening the analysis of …
Causal structure learning for travel mode choice using structural restrictions and model averaging algorithm
This work contributes to develop a new methodology to identify empirical-data-driven causal
structure of a domain knowledge. We propose an algorithm as a two-stage procedure by first …
structure of a domain knowledge. We propose an algorithm as a two-stage procedure by first …
考虑潜在类别的市内机动化出行行为模型
刘志伟， 刘建荣， 邓卫 - 西南交通大学学报, 2021 - xnjdxb.swjtu.edu.cn
为了研究出行者出行选择偏好的异质性和心理因素对出行选择行为的影响, 通过验证性因子分析
得到影响出行方式选择的心理潜变量; 将求得的潜变量纳入潜在类别条件Logit 模型 …
得到影响出行方式选择的心理潜变量; 将求得的潜变量纳入潜在类别条件Logit 模型 …
A user-operator assignment game with heterogeneous user groups for empirical evaluation of a microtransit service in Luxembourg
We tackle the problem of evaluating the impact of different operation policies on the
performance of a microtransit service. This study is the first empirical application using the …
performance of a microtransit service. This study is the first empirical application using the …
[HTML][HTML] Ridesourcing mode choice: A latent class choice model for UberX in Chile
G García-Melero, R Sainz-González… - Transportation Research …, 2022 - Elsevier
As shared mobility expands, ridesourcing has become its most popular manifestation.
However, users' mode choice has not yet been sufficiently explored. Thus, this study aims to …
However, users' mode choice has not yet been sufficiently explored. Thus, this study aims to …
School travel mode use: direct and indirect effects through parental attitudes and transport priorities
M Mehdizadeh, M Fallah Zavareh… - … A: Transport Science, 2019 - Taylor & Francis
Considering both direct and indirect associations, this study investigated a structural
framework linking social cognition latent variables, and socioeconomic, built environment …
framework linking social cognition latent variables, and socioeconomic, built environment …
Bayesian networks for multimodal mode choice behavior modelling: a case study for the cross border workers of Luxembourg
TY Ma - Transportation research procedia, 2015 - Elsevier
Reducing car use and promoting public transport in the cross border area of Luxembourg
has become a priority for sustainable development of the Greater region. In this study, we …
has become a priority for sustainable development of the Greater region. In this study, we …