Estimation and Optimization in Online Marketplaces

The emergence of e-commerce business models (such as Airbnb and Amazon) brings opportunities and challenges to their operations. This thesis studies several estimation and optimization problems within the online platform domain, using data-driven approaches in operations management. The thesis co...

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Bibliographic Details
Main Author: Li, Hanwei
Other Authors: Simchi-Levi, David
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/144834