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 …

Assessing the influence of indicators' complexity on hybrid discrete choice model estimates

L Márquez, V Cantillo, J Arellana - Transportation, 2020 - Springer
Hybrid discrete choice (HDC) modeling requires indicators to allow for the identification of
latent variables. An indicator usually expresses the level of agreement of a respondent with …

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 …

Is sequential estimation a suitable second best for estimation of hybrid choice models?

F Bahamonde-Birke… - Transportation Research …, 2014 - journals.sagepub.com
The simultaneous estimation method has overtaken the sequential approach as the
preferred estimation method for hybrid discrete choice models. Notwithstanding, the …

On the variability of hybrid discrete choice models

FJ Bahamonde-Birke, JD Ortúzar - Transportmetrica A: Transport …, 2014 - Taylor & Francis
It is well-known that not all the variables affecting decisions in a discrete choice situation are
objective characteristics of the alternatives. Some of them are associated with difficult to …

Analyzing the continuity of attitudinal and perceptual indicators in hybrid choice models

FJ Bahamonde-Birke, J de Dios Ortúzar - Journal of choice modelling, 2017 - Elsevier
The main objective of this paper is to compare the consequences of treating the attitudinal
and perceptual indicators of hybrid discrete choice (HDC) models as continuous or ordinal …

Accounting for stochastic variables in discrete choice models

F Díaz, V Cantillo, J Arellana… - … Research Part B …, 2015 - Elsevier
The estimation of discrete choice models requires measuring the attributes describing the
alternatives within each individual's choice set. Even though some attributes are intrinsically …

Critical assessment of five methods to correct for endogeneity in discrete-choice models

CA Guevara - Transportation Research Part A: Policy and Practice, 2015 - Elsevier
Endogeneity often arises in discrete-choice models, precluding the consistent estimation of
the model parameters, but it is habitually neglected in practical applications. The purpose of …

[HTML][HTML] Estimation of discrete choice models considering simultaneously multiple objectives and complex data characteristics

PB Beeramoole, R Kelly, MM Haque, A Pinz… - … Research Part C …, 2024 - Elsevier
This paper focuses on the discrete choice estimation problem, which involves multiple
objectives and testing a broad range of hypotheses that can affect both interpretability and …

Simulation estimation of mixed discrete choice models using randomized and scrambled Halton sequences

CR Bhat - Transportation Research Part B: Methodological, 2003 - Elsevier
The use of simulation techniques has been increasing in recent years in the transportation
and related fields to accommodate flexible and behaviorally realistic structures for analysis …