[PDF][PDF] Three Essays On Estimating Heterogeneity in Discrete Choice Models

M Osterhaus - docserv.uni-duesseldorf.de
… the flexible estimation of heterogeneity in econometric models, … of covariates via a factor
model with few latent factors. In our … We extend their proof to sub-Gaussian errors and allow for …

Latent class structures: taste heterogeneity and beyond

S Hess - Handbook of choice modelling, 2024 - elgaronline.com
Extended discrete choice models: Integrated framework, flexible error structures, and latent
variables. PhD thesis, Massachusetts Institute of Technology. Walker, JL, & Ben-Akiva, ME (…

[HTML][HTML] Security of supply and the energy transition: The households' perspective investigated through a discrete choice model with latent classes

A Motz - Energy economics, 2021 - Elsevier
… a discrete choice (DC) experiment to measure the households' willingness to accept (WTA)
for an increase in the frequency of long … parameter and an error component specification. The …

Alternative decision rules in (travel) choice models: a review and critical discussion

CG Chorus, S van Cranenburgh - Handbook of Choice Modelling, 2024 - elgaronline.com
… one of the most used discrete choice models based on an … than the conventional latent class
choice modelling approach (see … flexible alternative decision rule model with a less flexible

Consumer choice modeling: The promises and the cautions

CR Bhat - Mapping the Travel Behavior Genome, 2020 - Elsevier
… , from single discrete choice to multiple discrete-continuous choice, from … introduces random
error terms linearly in the latent and … or for forecasting over a long planning horizon, and so …

Discrete choice under risk with limited consideration

L Barseghyan, F Molinari, M Thirkettle - American Economic Review, 2021 - aeaweb.org
… the additional structure provided by the ARC model, we can allow for more flexible dependence
… In particular, our results show how to obtain identification when the errors are correlated …

A neural-embedded choice model: Tastenet-mnl modeling taste heterogeneity with flexibility and interpretability

Y Han, FC Pereira, M Ben-Akiva, C Zegras - arXiv preprint arXiv …, 2020 - arxiv.org
… ABSTRACT Discrete choice models (DCMs) require a priori … systematic utility and the random
error structure known as a priori. … multinomial logit model and its latent class extension. OR …

[HTML][HTML] Attitudes and Latent Class Choice Models using Machine Learning

LT Lahoz, FC Pereira, G Sfeir, I Arkoudi… - … of choice modelling, 2023 - Elsevier
discrete choice models were more constrained, improving their estimation and flexibility. …
of the class-specific choice model with its corresponding standard errors. The utility for not …

Shopping destination choice in Tehran: an integrated choice and latent variable approach

A Mahpour, A Mamdoohi, T HosseinRashidi… - … research part F: traffic …, 2018 - Elsevier
… our experiment and the expanded hybrid choice model (HCM) … It unites latent variables with
discrete choice models. The origins … subsume the integration of flexible error structures and …

[PDF][PDF] Estimation and interpretation of discrete choice models: methods for evaluating multivariate probability distributions

J Ying - 2019 - getd.libs.uga.edu
… As one of the most flexible methods in discrete choice analysis, … , we avoid simulation error
but incur approximation error which … As an extension of typical discrete choice models like the …