Combinatorial inference on the optimal assortment in multinomial logit models

S Shen, X Chen, EX Fang, J Lu - arxiv preprint arxiv:2301.12254, 2023 - arxiv.org
Assortment optimization has received active explorations in the past few decades due to its
practical importance. Despite the extensive literature dealing with optimization algorithms …

A Unified Analysis for Assortment Planning with Marginal Distributions

Z Sun, S Ahipasaoglu, X Li - Available at SSRN 3638783, 2020 - papers.ssrn.com
In this paper, we study assortment planning under the marginal distribution model (MDM), a
semiparametric choice model that only requires information about the marginal noise in the …