no code implementations • 11 Oct 2022 • Mirosława Łukawska, Anders Fjendbo Jensen, Filipe Rodrigues
This paper proposes an effective approach to model context-dependent intra-respondent heterogeneity, thereby introducing the concept of the Context-aware Bayesian mixed multinomial logit model, where a neural network maps contextual information to interpretable shifts in the preference parameters of each individual in each choice occasion.