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Use of Bootstrap Method to Obtain Reliable Parameter Estimations on Travel Cost Demand Model

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  • Devkota, Nirmala
  • Paudel, Krishna P.
  • Hall, Larry M.
  • Caffey, Rex H.

Abstract

We used poisson and negative binomial models to estimate future demand of recreation trips to a closed site using internet and intercept surveys. Parameter estimates were validated using 1,000 bootstrap replications. Result indicated a significant negative impact of travel time and positive impact of income on the future recreational demand.

Suggested Citation

  • Devkota, Nirmala & Paudel, Krishna P. & Hall, Larry M. & Caffey, Rex H., 2006. "Use of Bootstrap Method to Obtain Reliable Parameter Estimations on Travel Cost Demand Model," 2006 Annual Meeting, February 5-8, 2006, Orlando, Florida 35471, Southern Agricultural Economics Association.
  • Handle: RePEc:ags:saeaso:35471
    DOI: 10.22004/ag.econ.35471
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    References listed on IDEAS

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    1. Weihua Guan, 2003. "From the help desk: Bootstrapped standard errors," Stata Journal, StataCorp LP, vol. 3(1), pages 71-80, March.
    2. Danielle Hagerty & Klaus Moeltner, 2005. "Specification of Driving Costs in Models of Recreation Demand," Land Economics, University of Wisconsin Press, vol. 81(1).
    3. 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 104-112, February.
    4. Daniel Hellerstein & Robert Mendelsohn, 1993. "A Theoretical Foundation for Count Data Models," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 75(3), pages 604-611.
    5. A. Colin Cameron & Pravin K. Trivedi, 1986. "Econometric models based on count data. Comparisons and applications of some estimators and tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 1(1), pages 29-53, January.
    6. Jeffrey Englin & Peter Boxall & David Watson, 1998. "Modeling Recreation Demand in a Poisson System of Equations: An Analysis of the Impact of International Exchange Rates," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(2), pages 255-263.
    7. Clark, David E. & Kahn, James R., 1989. "The two-stage hedonic wage approach: A methodology for the valuation of environmental amenities," Journal of Environmental Economics and Management, Elsevier, vol. 16(2), pages 106-120, March.
    8. Daniel M. Hellerstein, 1991. "Using Count Data Models in Travel Cost Analysis with Aggregate Data," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(3), pages 860-866.
    9. Loomis, John B. & Yorizane, Shizuka & Larson, Douglas M., 2000. "Testing Significance Of Multi-Destination And Multi-Purpose Trip Effects In A Travel Cost Method Demand Model For Whale Watching Trips," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 29(2), pages 1-9, October.
    10. Jack L. Knetsch, 1963. "Outdoor Recreation Demands and Benefits," Land Economics, University of Wisconsin Press, vol. 39(4), pages 387-396.
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    Cited by:

    1. Morrissey, Karyn & Moran, Caroline, 2011. "The Non-Market Value of Water Based Activities in the West of Ireland," Working Papers 148922, National University of Ireland, Galway, Socio-Economic Marine Research Unit.

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