A New Approach to Random Utility Modeling using the Dirichlet Multinomial Distribution
In this paper we introduce a new econometricapproach to analyzing recreational site choicedata, the Dirichlet multinomial model. Thismodel, which nests the standard conditionalmultinomial logit model, can accommodateover-dispersed data and may provide moreefficient estimators of coefficients andconsequent welfare measures than the standardconditional logit model, which is so widelyused in the Random Utility Model approach torecreation demand. We illustrate thisDirichlet approach using a data set of rockclimbers in Scotland, and study the impacts onper-trip consumers surplus of alternativemanagement strategies for popular rock climbingsites. Results show that the Dirichletmultinomial approach produces coefficient andwelfare estimates having smaller samplingvariability in this case. We also compareclassical welfare measures with their posteriorequivalents, which allow for welfare changes tobe dis-aggregated. Copyright Kluwer Academic Publishers 2003
Volume (Year): 26 (2003)
Issue (Month): 3 (November)
|Contact details of provider:|| Web page: http://www.springer.com|
Postal:c/o EAERE Secretariat - Fondazione Eni Enrico Mattei - Isola di San Giorgio Maggiore 8, I-30124 Venice, Italy
Web page: http://www.eaere.org/
More information through EDIRC
|Order Information:||Web: http://www.springer.com/economics/environmental/journal/10640/PS2|
References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Shaw, W. Douglass & Jakus, Paul M., 1996.
"Travel Cost Models Of The Demand For Rock Climbing,"
Agricultural and Resource Economics Review,
Northeastern Agricultural and Resource Economics Association, vol. 25(2), October.
- Shaw, W. Douglass & Jakus, Paul, 1996. "Travel Cost Models of the Demand for Rock Climbing," Agricultural and Resource Economics Review, Cambridge University Press, vol. 25(02), pages 133-142, October.
- Nick Hanley & Gary Koop & Begoña Álvarez-Farizo & Robert E. Wright & Ceara Nevin, 2001. "Go climb a mountain: an application of recreation demand modelling to rock climbing in Scotland," Journal of Agricultural Economics, Wiley Blackwell, vol. 52(1), pages 36-52.
- Gourieroux, Christian & Monfort, Alain & Trognon, Alain, 1984.
"Pseudo Maximum Likelihood Methods: Theory,"
Econometric Society, vol. 52(3), pages 681-700, May.
- Gourieroux Christian & Monfort Alain & Trognon A, 1981. "Pseudo maximum likelihood methods : theory," CEPREMAP Working Papers (Couverture Orange) 8129, CEPREMAP.
- Nick Hanley & Robert Wright & Gary Koop, 2002. "Modelling Recreation Demand Using Choice Experiments: Climbing in Scotland," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 22(3), pages 449-466, July. Full references (including those not matched with items on IDEAS)
When requesting a correction, please mention this item's handle: RePEc:kap:enreec:v:26:y:2003:i:3:p:401-416. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Sonal Shukla)or (Rebekah McClure)
If references are entirely missing, you can add them using this form.