Large deviations and multinomial probit choice

A-Tier
Journal: Journal of Economic Theory
Year: 2011
Volume: 146
Issue: 5
Pages: 2151-2158

Authors (2)

Dokumacı, Emin (not in RePEc) Sandholm, William H.

Score contribution per author:

2.011 = (α=2.01 / 2 authors) × 2.0x A-tier

α: calibrated so average coauthorship-adjusted count equals average raw count

Abstract

We consider a discrete choice model in which the payoffs to each of an agentʼs n actions are subjected to the average of m i.i.d. shocks, and use tools from large deviations theory to characterize the rate of decay of the probability of choosing a given suboptimal action as m approaches infinity. Our model includes the multinomial probit model of Myatt and Wallace (2003) [5] as a special case. We show that their formula describing the rates of decay of choice probabilities is incorrect, provide the correct formula, and use our large deviations analysis to provide intuition for the difference between the two.

Technical Details

RePEc Handle
repec:eee:jetheo:v:146:y:2011:i:5:p:2151-2158
Journal Field
Theory
Author Count
2
Added to Database
2026-01-25