Hybrid choice models: The identification problem

A Vij, JL Walker - Handbook of choice modelling, 2014 - elgaronline.com
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 …

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 …

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 …

[PDF][PDF] BIOGEME: A free package for the estimation of discrete choice models

M Bierlaire - Swiss transport research conference, 2003 - infoscience.epfl.ch
Discrete choice models in general, and random utility models in particular, have been
extensively used in several fields of applications for the last three decades. The theoretical …

Hybrid choice models: Progress and challenges

M Ben-Akiva, D McFadden, K Train, J Walker, C Bhat… - Marketing Letters, 2002 - Springer
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 …

Extended discrete choice models: integrated framework, flexible error structures, and latent variables

JL Walker - 2001 - dspace.mit.edu
Discrete choice methods model a decision-maker's choice among a set of mutually
exclusive and collectively exhaustive alternatives. They are used in a variety of disciplines …

CLOSED-FORM DISCRETE-CHOICE MODELS. IN: HANDBOOK OF TRANSPORT MODELLING

FS Koppelman, V Sethi - 2000 - trid.trb.org
Random utility maximization discrete-choice models are widely used in transportation and
other fields to represent the choice of one among a set of mutually exclusive alternatives …

FLEXIBLE MODEL STRUCTURES FOR DISCRETE CHOICE ANALYSIS. IN: HANDBOOK OF TRANSPORT MODELLING

CR Bhat - 2000 - trid.trb.org
Econometric discrete choice analysis is an essential component of studying individual
choice behavior and is used in many diverse fields to model consumer demand for …

On estimation of hybrid choice models

D Bolduc, R Alvarez-Daziano - Choice Modelling: The State-of-the-Art …, 2010 - emerald.com
The search for flexible models has led the simple multinomial logit model to evolve into the
powerful but computationally very demanding mixed multinomial logit (MMNL) model. That …

Advances in discrete choice: mixture models

JL Walker, M Ben-Akiva - A Handbook of transport economics, 2011 - elgaronline.com
Recent advances in discrete choice models have been driven by the growth in computer
power and use of simulation, which have allowed for unprecedented flexibility in model form …