Discrete Choice and Rational Inattention: a General Equivalence Result�

Mogens Fosgerau, Emerson Melo and Matt Shum

MPRA Paper from University Library of Munich, Germany

Abstract: This paper establishes a general equivalence between discrete choice and rational inattention models. We show that the choice probabilities emerging from any random utility discrete choice model can be obtained from a class of suitably generalized rational inattention models, and vice versa. Thus any discrete choice model can be given an interpretation in terms of boundedly rational behavior. The underlying idea is that the surplus function of a discrete choice model has a convex conjugate that is a generalized entropy (which is a suitable generalization of the Shannon entropy function). These generalized entropies are used to construct an information cost function for a generalized rational inattention model. We denote this class of rational inattention problems as Generalized Entropic Rational Inattention (GERI) models.

Keywords: Rational Inattention; discrete choices; general entropy; con- vex analysis (search for similar items in EconPapers)
JEL-codes: C25 D03 D81 E03 (search for similar items in EconPapers)
Date: 2017-02
New Economics Papers: this item is included in nep-dcm and nep-upt
References: View references in EconPapers View complete reference list from CitEc
Citations: View citations in EconPapers (26)

Downloads: (external link)
https://mpra.ub.uni-muenchen.de/76605/1/MPRA_paper_76605.pdf original version (application/pdf)
https://mpra.ub.uni-muenchen.de/78081/1/MPRA_paper_78081.pdf revised version (application/pdf)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:pra:mprapa:76605

Access Statistics for this paper

More papers in MPRA Paper from University Library of Munich, Germany Ludwigstraße 33, D-80539 Munich, Germany. Contact information at EDIRC.
Bibliographic data for series maintained by Joachim Winter ().