Nonparametric mixed logit model with market-level parameters estimated from market share data

Xiyuan Ren, Joseph Y. J. Chow, Prateek Bansal

We propose a nonparametric mixed logit model that is estimated using market-level choice share data. The model treats each market as an agent and represents taste heterogeneity thr…