A latent class joint mode and departure time choice model for the Greater Toronto and Hamilton Area

S Hossain, MS Hasnine, KN Habib - Transportation, 2021 - Springer
integrated framework of modelling mode and departure time … a Latent Class Model (LCM) of
RUM-based discrete choices. … choice modelling in two aspects: first, it presents a flexible and …

[PDF][PDF] Fleeing from Hurricane Irma: Empirical Analysis of Evacuation Behavior Using Discrete Choice Theory Extended Abstract

SD Wong, AJ Pel, SA Shaheen, CG Chorus - transp-or.epfl.ch
… We find two latent segments distinguished by demographics … in light of possible measurement
errors present in the data. Based … This may be because friends and family were flexible in …

[PDF][PDF] Generalized versus localized attitudinal responses in discrete choice

A Borriello, JM Rose - … -from psychology to discrete choice modeling, 2017 - sonar.ch
… Through this work we refer to long term stable attitudes as … or measurement error. In
our case, additional significant … way to consider latent variables in discrete choice models. …

[PDF][PDF] Understanding the structure of preference heterogeneity in public transport and air travel using structural choice modelling

T Magor - 2018 - core.ac.uk
… the flexible econometric models of structural choice modelling … two discrete choice experiments;
one binary and one trinary … latent structures are specified via a structural choice model to …

Tourists' willingness to pay for holiday trip characteristics: a discrete choice experiment

D Boto-García, P Mariel, JB Pino… - Tourism …, 2022 - journals.sagepub.com
… Using a Discrete Choice Experiment, we examine how much … We estimate a Latent Class
Model that accounts for taste … that the difference between the errors of two alternatives leads to …

Choosing to grow a graph: Modeling network formation as discrete choice

J Overgoor, A Benson, J Ugander - The World Wide Web Conference, 2019 - dl.acm.org
… We demonstrate the flexibility of our framework through … , nodes choose to connect to others
based on some intrinsic latent … -based model fitting is that we can compute standard errors

Quantifying errors in travel time and cost by latent variables

JML Varela, M Börjesson, A Daly - Transportation Research Part B …, 2018 - Elsevier
… of interest not only to discrete choice modellers, but also to … estimates of the choice model
across specifications, as long as we … is still flexible enough to model the variance in the data. …

Machine learning meets microeconomics: The case of decision trees and discrete choice

T Brathwaite, A Vij, JL Walker - arXiv preprint arXiv:1711.04826, 2017 - arxiv.org
… are highly flexible non-compensatory decision protocols. … the similarities between latent class
models and decision tree … for bayesian model trees remains an open problem, and it is one …

Sustainable mobility policy analysis using hybrid choice models: is it the right choice?

G García-Melero, R Sainz-González, P Coto-Millán… - Sustainability, 2021 - mdpi.com
… that the error component distributes IID Gumbel. The Mixed Logit is a very flexible model [36…
the impact of incorporating latent variables into the discrete choice models was far-reaching. …

ResLogit: A residual neural network logit model for data-driven choice modelling

M Wong, B Farooq - Transportation Research Part C: Emerging …, 2021 - Elsevier
… adapt the ResNet approach for discrete choice models, and it has … , tractable, and flexible
model formulation for representing … hybrid choice models and the integrated choice and latent