Hybrid Choice Models: Progress and Challenges

By Moshe E. Ben-Akiva, Daniel McFadden, Kenneth Train, Joan L. Walker, Chandra R. Bhat, Michel Bierlaire, Denis Bolduc, A. Boersch-Supan, David Brownstone, D. Bunch and 5 more. 2002

818 citations recorded by the source corpus.

Subfields: Economics and Econometrics, General Decision Sciences

View Paper: https://www.semanticscholar.org/paper/a9331d471c064958c8c911d08698382f2ea6fafe

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Citations in the corpus

A hybrid-choice latent-class model for the analysis of the effects of weather on cycling demand (2015, methodology): “Hybrid choice models (HCMs) are a generalization of standard discrete choice models where different expanded models are considered simultaneously (Ben-Akiva et al., 2002).”
On the use and potential of behavioural economics from the perspective of transport and climate change (2012, background): “Recently there have been attempts to enhance the utility-based framework by accounting for latent factors such as perceptions, attitudes, norms, and decision protocols (Ben-Akiva et al., 2002; Abou-Zeid et al., 2012).”
Satisfaction and uncertainty in car-sharing decisions: An integration of hybrid choice and random regret-based models (2015, methodology): “A hybrid choice model (HCM) generally integrates latent variables and discrete choice models into a structure that is estimated simultaneously (Ben-Akiva et al., 2002).”
A New Generalized Heterogeneous Data Model (GHDM) to Jointly Model Mixed Types of Dependent Variables (2015, methodology): “But when this approach is extended to include a nominal indicator, it essentially takes the form of an integrated choice and latent variable (ICLV) model (Ben-Akiva et al., 2002, and Bolduc et al., 2005).”
Analysis of mode choice for intercity travel: Application of a hybrid choice model to two distinct US corridors (2018, methodology): “We conduct our analysis using a hybrid choice model or integrated choice and latent variable (ICLV) structure (Ben-Akiva et al., 1999a; Ashok et al., 2002; Ben-Akiva et al., 2002; Bolduc et al., 2005).”