The flexible coefficient multinomial logit (FC-MNL) model of demand for differentiated products
We show FC-MNL is flexible in the sense of Diewert (), 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.
| Item Type | Article |
|---|---|
| Departments | Economics |
| DOI | 10.1111/1756-2171.12041 |
| Date Deposited | 28 Apr 2014 14:10 |
| URI | https://researchonline.lse.ac.uk/id/eprint/46855 |