Learning Mixed Multinomial Logit Models

Multinomial logit (MNL) model is widely used to predict the probabilities of different outcomes. However, standard MNL model suffers from several issues, including but not limited to heterogeneous population, the restricted independence of irrelevant alternative (IIA) assumption, insufficient model...

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Bibliographic Details
Main Author: Hu, Yiqun
Other Authors: Simchi-Levi, David
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/150428

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