Modeling Hidden Alternatives in Random Utility Models: An Application to Don’t Know Responses in Contingent Valuation
Wedevelop a multinomial logitmodel with missing information that can be used to test for hidden alternatives in random utility models and contingent valuation analysis. To illustrate our latentchoice technique, we focus on the “don’t know” responses in dichotomous choice contingent valuation questions. In this version of the latent-choice model, we probabilistically reassign “don’t know” responses to either the “yes” or “no” categories (or leave them in the “don’t know” category), if indicated by the data. We find that in our two studies a statistically significant number of the “don’t know” responses are actually “no” responses.
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- George R. Parsons & GAndrew J. Plantinga & GKevin J. Boyle, 2000. "Narrow Choice Sets in a Random Utility Model of Recreation Demand," Land Economics, University of Wisconsin Press, vol. 76(1), pages 86-99.
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"Referendum Design and Contingent Valuation: The NOAA Panel's No-Vote Recommendation,"
dp-96-05, Resources For the Future.
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- Richard T. Carson & W. Michael Hanemann & Raymond J. Kopp & Jon A. Krosnick & Robert Cameron Mitchell & Stanley Presser, 1998. "Referendum Design and Contingent Valuation: The NOAA Panel's No-Vote Recommendation," The Review of Economics and Statistics, MIT Press, vol. 80(2), pages 335-338, May.
- Richard T. Carson & W. Michael Hanemann & Raymond J. Kopp & Jon A. Krosnick & Robert C. Mitchell & Stanley Presser & Paul A. Ruud & Smith, V. Kerry, 1995. "Referendum Design and Contingent Valuation: TheNOAA Panel's No-Vote Recommendation," Working Papers 95-17, Duke University, Department of Economics.
- Peter Boxall & Wiktor Adamowicz, 2002. "Understanding Heterogeneous Preferences in Random Utility Models: A Latent Class Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 23(4), pages 421-446, December.
- Robert L. Hicks & Ivar E. Strand, 2000. "The Extent of Information: Its Relevance for Random Utility Models," Land Economics, University of Wisconsin Press, vol. 76(3), pages 374-385.
- Mary F. Evans & Nicholas E. Flores & Kevin J. Boyle, 2003. "Multiple-Bounded Uncertainty Choice Data as Probabilistic Intentions," Land Economics, University of Wisconsin Press, vol. 79(4), pages 549-560.
- Welsh, Michael P. & Poe, Gregory L., 1998. "Elicitation Effects in Contingent Valuation: Comparisons to a Multiple Bounded Discrete Choice Approach," Journal of Environmental Economics and Management, Elsevier, vol. 36(2), pages 170-185, September.
- Alberini, Anna & Boyle, Kevin & Welsh, Michael, 2003. "Analysis of contingent valuation data with multiple bids and response options allowing respondents to express uncertainty," Journal of Environmental Economics and Management, Elsevier, vol. 45(1), pages 40-62, January.
- George R. Parsons & A. Brett Hauber, 1998. "Spatial Boundaries and Choice Set Definition in a Random Utility Model of Recreation Demand," Land Economics, University of Wisconsin Press, vol. 74(1), pages 32-48.
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