Search Results for author: Mirosława Łukawska

Found 1 papers, 0 papers with code

Context-aware Bayesian Mixed Multinomial Logit Model

no code implementations11 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.

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