Omitted product attributes in discrete choice models

A Petrin, K Train - 2003 - nber.org
… These residuals are the control functions that are included to account for omitted attributes;
we discuss their construction and alternative specifications below. An error component is …

Correcting for endogeneity due to omitted attributes in discrete-choice models: the multiple indicator solution

CA Guevara, D Polanco - Transportmetrica A: Transport Science, 2016 - Taylor & Francis
models. In this article, we show that MIS can be extended to discrete-choice modelling … We
also discuss the conditions under which it could be applied in practical transportation models

Discrete choice models incorporating revealed preferences and psychometric data

T Morikawa, M Ben-Akiva, D McFadden - Advances in econometrics, 2002 - emerald.com
… utility in a discrete choice model. The framework proposed in this paper also allows latent
attributes or … are also binary choice models and the latent attribute w* is omitted for simplicity. …

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

CA Guevara - Transportation Research Part A: Policy and Practice, 2015 - Elsevier
… location model that neglects the impact of those omitted attributes will … model that is being
analyzed. This article focuses on the problem of endogeneity in discrete-choice models. For …

Deleting 'irrational'responses from discrete choice experiments: a case of investigating or imposing preferences?

E Lancsar, J Louviere - Health economics, 2006 - Wiley Online Library
… about omitted attributes. In the … discrete choice models estimated from such a reduced data
set are only relevant for that part of the population who do indeed trade over those attributes

Extending discrete choice models to incorporate attitudinal and other latent variables

K Ashok, WR Dillon, S Yuan - Journal of marketing research, 2002 - journals.sagepub.com
… One of the nagging issues in using discrete choice models is how softer attributes, … choice
experiment can be accommodated. In many cases, it is reasonable to expect that the choice of …

About attitudes and perceptions: finding the proper way to consider latent variables in discrete choice models

FJ Bahamonde-Birke, U Kunert, H Link, JD Ortúzar - Transportation, 2017 - Springer
discrete choice component of the models. In addition to the previously described latent variables,
socioeconomic characteristics of the individuals and attributes of … attributes are omitted, …

Design of discrete choice experiments: a discussion of issues that matter in future applied research

JJ Louviere, D Pihlens, R Carson - Journal of Choice Modelling, 2011 - Elsevier
… To minimize task complexity, researchers often omit attributes that are not important to
most … numbers of choice options or choice sets. Applied researchers realize that “simplifying” …

A discrete choice model for ordered alternatives

KA Small - Econometrica: Journal of the Econometric Society, 1987 - JSTOR
… either of these alternative models. The models' properties are investigated through two …
In both of the above examples, models with key variables omitted were tried to see whether …

The state of the art of environmental valuation with discrete choice experiments

D Hoyos - Ecological economics, 2010 - Elsevier
attributes for the majority of respondents so that concerns about omitted attributes are avoided.
… , the choice probabilities of any RUM discrete choice model can be derived from an MXL …