Multivariate Count Data Regression Models with Individual Panel Data from an On-Site Sample
The purpose of this paper is to consider the problem of controlling for on-site sampling in the context of a system (or panel) of demand equations. Specifically, in the context of recreation demand, we are concerned with the situation in which survey respondents are asked to provide information not only about the actual trips to a specific site (observed behavior), but also their anticipated trips (either under current conditions or given price and quality changes). A Multivariate Poisson-log normal (MPLN) model and a seemingly unrelated negative binomial (SUNB) model are used to jointly model the observed and contingent behavior data and to correct for on-site sampling.
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|Date of creation:||01 Sep 2006|
|Date of revision:|
|Publication status:||Published in Journal of Environmental Economics and Management, September 2006, vol. 52 no. 2, pp. 567-581|
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- Klaus Moeltner & J. Scott Shonkwiler, 2005. "Correcting for On-Site Sampling in Random Utility Models," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(2), pages 327-339.
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"Combining Revealed and Stated Preferences: Consistency Tests and Their Interpretations,"
Staff General Research Papers
10173, Iowa State University, Department of Economics.
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- Whitehead, John C. & Haab, Timothy C. & Huang, Ju-Chin, 2000.
"Measuring recreation benefits of quality improvements with revealed and stated behavior data,"
Resource and Energy Economics,
Elsevier, vol. 22(4), pages 339-354, October.
- John C. Whitehead & Timothy C. Haab & Ju-Chin Huang, 1999. "Measuring Recreation Benefits of Quality Improvements with Revealed and Stated Behavior Data," Working Papers 9902, East Carolina University, Department of Economics.
- Murat K. Munkin & Pravin K. Trivedi, 1999. "Simulated maximum likelihood estimation of multivariate mixed-Poisson regression models, with application," Econometrics Journal, Royal Economic Society, vol. 2(1), pages 29-48.
- Grogger, J T & Carson, Richard T, 1991. "Models for Truncated Counts," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 6(3), pages 225-38, July-Sept.
- Englin, Jeffrey & Shonkwiler, J S, 1995. "Estimating Social Welfare Using Count Data Models: An Application to Long-Run Recreation Demand under Conditions of Endogenous Stratification and Truncation," The Review of Economics and Statistics, MIT Press, vol. 77(1), pages 104-12, February.
- Jeffrey Englin & Trudy Cameron, 1996. "Augmenting travel cost models with contingent behavior data," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 7(2), pages 133-147, March.
- Shaw, Daigee, 1988. "On-site samples' regression : Problems of non-negative integers, truncation, and endogenous stratification," Journal of Econometrics, Elsevier, vol. 37(2), pages 211-223, February.
- W. Douglass Shaw, 2002. "Testing the Validity of Contingent Behavior Trip Responses," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(2), pages 401-414.
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