A Data-Driven Approach to Modeling Choice

A Data-Driven Approach to Modeling Choice

We visit the following fundamental problem: For a 'generic' model of consumer choice (namely, distributions over preference lists) and a limited amount of data on how consumers actually make decisions (such as marginal preference information), how may one predict revenues from offering a p...

Full description

Bibliographic Details
Main Authors: Farias, Vivek F. (Contributor), Jagabathula, Srikanth (Contributor), Shah, Devavrat (Contributor)
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor), Massachusetts Institute of Technology. Laboratory for Information and Decision Systems (Contributor), Sloan School of Management (Contributor)
Format: Article
Language:English
Published: Neural Information Processing Systems Foundation, 2015-02-20T15:15:23Z.
Subjects:
Article
Online Access:Get fulltext

Internet

Get fulltext

Similar Items