Complexity effects in choice experiment–based models

BGC Dellaert, B Donkers… - Journal of Marketing …, 2012 - journals.sagepub.com
Many firms rely on choice experiment–based models to evaluate future marketing actions
under various market conditions. This research investigates choice complexity (ie, number of …

Standardizing variables in multiplicative choice models

LG Cooper, M Nakanishi - Journal of Consumer Research, 1983 - academic.oup.com
To use multiplicative competitive interaction (MCI) models as part of a theory of the
evaluative process in choice, we need a method to transform interval scale consumer …

Enhancing discrete choice models with representation learning

B Sifringer, V Lurkin, A Alahi - Transportation Research Part B …, 2020 - Elsevier
In discrete choice modeling (DCM), model misspecifications may lead to limited
predictability and biased parameter estimates. In this paper, we propose a new approach for …

Using stated preference discrete choice modeling to evaluate health care programs

J Hall, R Viney, M Haas, J Louviere - Journal of Business research, 2004 - Elsevier
This paper reports on the potential to use stated preference discrete choice modelling
(SPDCM) in health program evaluation. Interest is developing in the translation of these …

[PDF][PDF] Estimation of logit choice models using mixed stated preference and revealed preference information

MA Bradley, AJ Daly - Understanding travel behaviour in an era of …, 1997 - academia.edu
The need for cost effective research techniques in transport has led to increasing use of
Stated Preference data, as well as the development of mixed models, based on multiple …

Empirical generalizations in the modeling of consumer choice

R Meyer, EJ Johnson - Marketing Science, 1995 - pubsonline.informs.org
Are there general algebraic laws which describe how consumers make choices from sets of
alternatives? In this paper we review the verdict of research which has sought to answer this …

Combining RP and SP data: biases in using the nested logit 'trick'–contrasts with flexible mixed logit incorporating panel and scale effects

DA Hensher, JM Rose, WH Greene - Journal of Transport Geography, 2008 - Elsevier
It has become popular practice that joint estimation of choice models that use stated
preference (SP) and revealed preference (RP) data requires a way of adjusting for scale to …

Ratings-based versus choice-based latent class conjoint models

M Vriens, H Oppewal, M Wedel - Market Research Society …, 1998 - journals.sagepub.com
Methodological developments in conjoint analysis (Green & Srinivasan 1990; Louviere
1988) have created many alternatives for designing and conducting conjoint experiments …

Combining sources of preference data for modeling complex decision processes

JJ Louviere, RJ Meyer, DS Bunch, R Carson… - Marketing Letters, 1999 - Springer
We review current state-of-the-art practices for combining preference data from multiple
sources and discuss future research possibilities. A central theme is that any one data …

Adjusting choice models to better predict market behavior

G Allenby, G Fennell, J Huber, T Eagle, T Gilbride… - Marketing Letters, 2005 - Springer
The emergence of Bayesian methodology has facilitated respondent-level conjoint models,
and deriving utilities from choice experiments has become very popular among those …