The flexible coefficient multinomial logit (FC-MNL) model of demand for differentiated products

A-Tier
Journal: RAND Journal of Economics
Year: 2014
Volume: 45
Issue: 1
Pages: 32-63

Authors (2)

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

type="main"> <p>We show FC-MNL is flexible in the sense of Diewert ([Diewert, E., 1974]), thus its parameters can be chosen to match a well-defined class of possible own- and cross-price elasticities of demand. In contrast to models such as Probit and Random Coefficient-MNL models, FC-MNL does not require estimation via simulation; it is fully analytic. Under well-defined and testable parameter restrictions, FC-MNL is shown to be an unexplored member of McFadden's class of Multivariate Extreme Value discrete-choice models. Therefore, FC-MNL is fully consistent with an underlying structural model of heterogeneous, utility-maximizing consumers. We provide a Monte-Carlo study to establish its properties and we illustrate its use by estimating the demand for new automobiles in Italy.

Technical Details

RePEc Handle
repec:bla:randje:v:45:y:2014:i:1:p:32-63
Journal Field
Industrial Organization
Author Count
2
Added to Database
2026-01-25