2 papers
econ.EM2026
Statistical significance in choice modelling: computation, usage and reporting
Stephane Hess, Andrew Daly, Michiel Bliemer +3
This paper offers a commentary on the use of notions of statistical significance in choice modelling. We review the reasons for uncertainty in parameter estimates, provide a precis…
cs.LG2024
Deep neural networks for choice analysis: Enhancing behavioral regularity with gradient regularization
Siqi Feng, Rui Yao, Stephane Hess +4
Deep neural networks (DNNs) frequently present behaviorally irregular patterns, significantly limiting their practical potentials and theoretical validity in travel behavior modeli…