[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 …

G Parady, D Ory, J Walker - Journal of Choice Modelling, 2021 - Elsevier
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 …

Headway-based bus bunching prediction using transit smart card data

H Yu, D Chen, Z Wu, X Ma, Y Wang - Transportation Research Part C …, 2016 - Elsevier
Bus bunching severely deteriorates the quality of transit service with poor on-time
performance and excessive waiting time. To mitigate bus bunching, this paper presents a …

Analysis of travel mode choice and trip chain pattern relationships based on multi-day GPS data: A case study in Shanghai, China

Y Huang, L Gao, A Ni, X Liu - Journal of transport geography, 2021 - Elsevier
As the propensity to link multiple intermediate stops in a trip chain (a sequence of journeys
that starts and ends at home, includes visiting one or more locations) is more prevalent, the …

Demand-responsive passenger flow control strategies for metro networks considering service fairness and passengers' behavioural responses

N Huan, E Yao, J Zhang - Transportation Research Part C: Emerging …, 2021 - Elsevier
This paper presents a methodology for developing demand-responsive passenger flow
control strategies for oversaturated metro networks. A stated preference-off-revealed …

Assessing the performance of gradient-boosting models for predicting the travel mode choice using household survey data

J Pineda-Jaramillo… - Journal of Urban Planning …, 2022 - ascelibrary.org
The importance of analyzing travel mode choice to understand travel behavior in urban
areas is crucial in the formulation of mobility policies, especially considering the growing …

Modeling household-level hurricane evacuation mode and destination type joint choice using data from multiple post-storm behavioral surveys

R Bian, CG Wilmot, R Gudishala, EJ Baker - Transportation research part C …, 2019 - Elsevier
Abstract Since Hurricane Katrina, transit evacuation service has been seen to serve critical
needs in affected cities and an increasing number of hurricanes have struck the east coast …

A mixed Bayesian network for two-dimensional decision modeling of departure time and mode choice

Z Zhu, X Chen, C Xiong, L Zhang - Transportation, 2018 - Springer
The modeling of travel decision making has been a popular topic in transportation planning.
Previous studies focused on random-utility discrete choice models and machine learning …

Mode choice between bus and bike-sharing for the last-mile connection to urban rail transit

L Liu, H Kong, T Liu, X Ma - Journal of Transportation Engineering …, 2022 - ascelibrary.org
Previous studies show that the popularity of bike-sharing systems has a significant impact on
public transit ridership, mainly reflected in two aspects: substitution and supplement …

Nested logit joint model of travel mode and travel time choice for urban commuting Trips in Xi'an, China

S Ma, Z Yu, C Liu - Journal of Urban Planning and Development, 2020 - ascelibrary.org
Commuter trips are an important part of urban travel, and studying the influencing factors,
changing rules, and choice behaviors of urban commuting trips is of great significance for …

[HTML][HTML] Size matters: the use and misuse of statistical significance in discrete choice models in the transportation academic literature

G Parady, KW Axhausen - Transportation, 2023 - Springer
In this paper we review the academic transportation literature published between 2014 and
2018 to evaluate where the field stands regarding the use and misuse of statistical …