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American Economic Review Vol. 115 No. 4 2025

Weighted Linear Discrete Choice

Christopher P. Chambers1; Yusufcan Masatlioglu2; Paulo Natenzon3; Collin Raymond4

1 Georgetown University (email: ) · 2 University of Maryland (email: ) · 3 WashU Olin Business School (email: ) · 4 Cornell University (email: )

Abstract

We introduce a new model of stochastic choice that assigns each choice option a utility, along with a salience parameter reflecting economic frictions. We characterize our model behaviorally and investigate its comparative statics properties. We show that the model generates intuitive closed-form solutions in equilibrium settings where firms can choose price, quality, and advertising. In addition, we show that the model allows for flexible substitution patterns and changes in market shares across choice sets. We demonstrate that our model can be easily identified and can outperform alternatives in demand prediction.

DOI
10.1257/aer.20220130
Volume
115
Issue
4
Pages
1226-1257
Language
en
Sources
bibtex:phds-export.bib openalex crossref

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