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Choice Model Methods

Choice modelling is a core method in our research. We develop discrete and discrete-continuous econometric demand models of choice driven by the needs of our empirical work. We focus on behaviour mechanisms through econometric and Bayesian statistical methods, with some dabbling in algorithmic methods through collaborations with excellent research partners. We are interested in the general areas of behavioural decision-rule heterogeneity and collective decision processes. This research stream includes work on stated preference techiques to better capture behavioural dynamics and address hypothetical biases.

Related Publications

Modeling Mode and Departure Time Responses to Congestion Pricing: A Spatial and Behavioral Analysis Using Cross-Nested Logit Model
Mohammad Amin Ashena, Adam Weiss, Jason Hawkins, Lina Kattan
arXiv Preprint (2026)
Choice Model Methods General Transport Vehicle Adoption
arXiv:2606.29756
preprint URL
Why Do We Need Travel Behavior Theory in the Age of AI? Multiple Goal Pursuit as an Illustrative Theory
Jason Hawkins, Omid Armantalab
arXiv Preprint (2026)
Choice Model Methods General Transport
arXiv:2606.29145
preprint URL
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