Enhancing discrete choice models with representation learning

B Sifringer, V Lurkin, A Alahi - Transportation Research Part B …, 2020 - Elsevier
… To do so, we define interpretability as the ability of the model to have both a quantifiable
uncertainty of its parameters as well as an understandable or meaningful association with its …

A new baseline model for estimating willingness to pay from discrete choice models

RT Carson, M Czajkowski - Journal of Environmental Economics and …, 2019 - Elsevier
… , there is uncertainty associated with them. Taking this uncertainty into account in numerical
… the one we propose will be virtually identical and the risk of a draw from the Krinsky-Robb …

Including opt-out options in discrete choice experiments: issues to consider

D Campbell, S Erdem - The Patient-Patient-Centered Outcomes Research, 2019 - Springer
… behaviours relating to this opt-out alternative when modelling discrete choice experiments…
choice models. We aim to contribute to a better understanding of how to model opt-out choices

Revealed preferences over risk and uncertainty

M Polisson, JKH Quah, L Renou - American Economic Review, 2020 - aeaweb.org
… Our test can allow for risk-loving and elation-seeking attitudes, or it can require risk aversion.
It can … from a particular model. We evaluate the performance of various models under risk

[HTML][HTML] Evaluating Mine Design Alternatives for Social Risks Using Discrete Choice Analysis

K Awuah-Offei, S Que, A Ur Rehman - Sustainability, 2021 - mdpi.com
uncertainty in mine planning and design; (2) accounting for the social risk and uncertainty is
the main … to account for uncertainty due to other variables once their distributions are known. …

Fleeing from hurricane Irma: Empirical analysis of evacuation behavior using discrete choice theory

SD Wong, AJ Pel, SA Shaheen, CG Chorus - Transportation Research Part …, 2020 - Elsevier
choice model for the choice whether to evacuate or not. We find two latent segments
distinguished by demographics and risk … in the choice-set, and model uncertainty. These “second-…

Acceptance of and preference for COVID-19 vaccination in healthcare workers: a comparative analysis and discrete choice experiment

C Fu, Z Wei, F Zhu, S Pei, S Li, L Zhang, X Sun, Y Wu… - MedRxiv, 2020 - medrxiv.org
… We used discrete choice experiments (DCEs) among … , uncertainty around how the epidemic
may develop contributed to the risk evaluation: 60% of HCWs in the study were uncertain

Hybrid choice models

M Abou-Zeid, M Ben-Akiva - Handbook of choice modelling, 2024 - elgaronline.com
… the gap between discrete choice models and behavioral … a “black-box” discrete choice model
whose utility functions depend … accounting for the effect of risk aversion on preferences. The …

The role of uncertainty in shaping individual preferences for residential energy renovation decisions

S Bakaloglou, F Belaïd - The Energy Journal, 2022 - journals.sagepub.com
… : the role of uncertainty as a barrier to energy retrofit decisions. We develop a discrete choice
… efficiency investment related to the risk and uncertainty barriers. Although some theoretical …

[图书][B] Environmental valuation with discrete choice experiments: Guidance on design, implementation and data analysis

P Mariel, D Hoyos, J Meyerhoff, M Czajkowski… - 2021 - library.oapen.org
discrete choice models. For more in-depth discussion, interested readers may refer to
Karlstrom and Morey (2003), Batley and Ibáñez Rivas (2013), Dekker (2014), Dekker and Chorus (…