Hybrid choice models: principles and recent progress incorporating social influence and nonlinear utility functions
J Kim, S Rasouli, H Timmermans - Procedia Environmental Sciences, 2014 - Elsevier
Hybrid choice models have been developed as an extension of discrete choice models,
particularly multinomial logit models, in an attempt to include attitudinal variables. The …
particularly multinomial logit models, in an attempt to include attitudinal variables. The …
Hybrid discrete choice models: Gained insights versus increasing effort
P Mariel, J Meyerhoff - Science of the total environment, 2016 - Elsevier
Hybrid choice models expand the standard models in discrete choice modelling by
incorporating psychological factors as latent variables. They could therefore provide further …
incorporating psychological factors as latent variables. They could therefore provide further …
Hybrid choice models
M Abou-Zeid, M Ben-Akiva - Handbook of choice modelling, 2024 - elgaronline.com
The Hybrid Choice Model (HCM) is a modeling framework that attempts to bridge the gap
between discrete choice models and behavioral theories by representing explicitly …
between discrete choice models and behavioral theories by representing explicitly …
[HTML][HTML] Endogeneity and measurement bias of the indicator variables in hybrid choice models: A Monte Carlo investigation
W Budziński, M Czajkowski - Environmental and Resource Economics, 2022 - Springer
We investigate the problem of endogeneity and measurement bias arising from
incorporating indicator variables (eg, measures of attitudes) into discrete choice models. We …
incorporating indicator variables (eg, measures of attitudes) into discrete choice models. We …
Sequential and simultaneous estimation of hybrid discrete choice models: Some new findings
S Raveau, R Álvarez-Daziano… - Transportation …, 2010 - journals.sagepub.com
The formulation of hybrid discrete choice models, including both observable alternative
attributes and latent variables associated with attitudes and perceptions, has become a topic …
attributes and latent variables associated with attitudes and perceptions, has become a topic …
Hybrid choice models: The identification problem
Conventional microeconomic theory has tended to regard individual consumers as rational
self-interested actors engaged in a constant process of evaluating the costs and benefits …
self-interested actors engaged in a constant process of evaluating the costs and benefits …
Willingness-to-pay estimation with mixed logit models: some new evidence
M Sillano, J de Dios Ortúzar - Environment and Planning A, 2005 - journals.sagepub.com
Mixed-logit models are currently the state of the art in discrete-choice modelling, and their
estimation in various forms (in particular, mixing revealed-preference and stated-preference …
estimation in various forms (in particular, mixing revealed-preference and stated-preference …
Context effects and decompositional choice modeling
H Oppewal, H Timmermans - Papers in Regional Science, 1991 - Elsevier
This paper describes the application of the extended or universal logit model to
decompositional or “stated” choice modeling in order to increase the scope and validity of …
decompositional or “stated” choice modeling in order to increase the scope and validity of …
Hybrid choice models: Progress and challenges
We discuss the development of predictive choice models that go beyond the random utility
model in its narrowest formulation. Such approaches incorporate several elements of …
model in its narrowest formulation. Such approaches incorporate several elements of …
Practical and empirical identifiability of hybrid discrete choice models
S Raveau, MF Yáñez, J de Dios Ortúzar - Transportation Research Part B …, 2012 - Elsevier
The formulation of hybrid discrete choice (HDC) models including both observable
alternative attributes and latent variables associated with attitudes and perceptions has …
alternative attributes and latent variables associated with attitudes and perceptions has …