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Static Modeling Of Dynamic Recreation Behavior: Implications For Prediction And Welfare Estimation

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Author Info
Baerenklau, Ken
Provencher, Bill
Abstract

This paper examines the consequences of using a static model of recreation trip-taking behavior when the underlying decision problem is dynamic. In particular, we examine the implications for trip forecasting and welfare estimation using a panel dataset of Lake Michigan salmon anglers for the 1996 and 1997 fishing seasons. We derive and estimate both a structural dynamic model using Bellman’'s equation, and a reduced-form static model with trip probability expressions closely mimicking those of the dynamic model. We illustrate an inherent identification problem in the reduced-form model that creates biased welfare estimates, and we discuss the general implications of this for the interpretation of preference parameters in static models. We then use both models to simulate trip taking behavior and show that although their in-sample trip forecasts are similar, their welfare estimates and out-of-sample forecasts are quite different.

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Paper provided by American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association) in its series 2004 Annual meeting, August 1-4, Denver, CO with number 20355.

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Date of creation: 2004
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Handle: RePEc:ags:aaea04:20355

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Keywords: Research Methods/ Statistical Methods;

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  1. Provencher, Bill & Baerenklau, Kenneth A & Bishop, Richard C, 2002. " A Finite Mixture Logit Model of Recreational Angling with Serially Correlated Random Utility," American Journal of Agricultural Economics, American Agricultural Economics Association, vol. 84(4), pages 1066-75, November. [Downloadable!] (restricted)
  2. Provencher, Bill & Bishop, Richard C., 1997. "An Estimable Dynamic Model of Recreation Behavior with an Application to Great Lakes Angling," Journal of Environmental Economics and Management, Elsevier, vol. 33(2), pages 107-127, June. [Downloadable!] (restricted)
  3. Read, Daniel & Loewenstein, George & Rabin, Matthew, 1999. "Choice Bracketing," Journal of Risk and Uncertainty, Springer, vol. 19(1-3), pages 171-97, December. [Downloadable!] (restricted)
  4. Herriges, Joseph A. & Kling, Catherine L., 2005. "Valuing Recreation and the Environment: Revealed Preference Methods in Theory and Practice, New Horizons in Environmental Economics," Staff General Research Papers 12330, Iowa State University, Department of Economics.
  5. Chamberlain, Gary, 1980. "Analysis of Covariance with Qualitative Data," Review of Economic Studies, Blackwell Publishing, vol. 47(1), pages 225-38, January. [Downloadable!] (restricted)
  6. Swait, Joffre & Adamowicz, Wiktor & Bueren, Martin van, 2004. "Choice and temporal welfare impacts: incorporating history into discrete choice models," Journal of Environmental Economics and Management, Elsevier, vol. 47(1), pages 94-116, January. [Downloadable!] (restricted)
  7. Daniel J. Phaneuf & Catherine L. Kling & Joseph A. Herriges, 2000. "Estimation and Welfare Calculations in a Generalized Corner Solution Model with an Application to Recreation Demand," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 83-92, February. [Downloadable!] (restricted)
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