Nonparametric and Semi-Nonparametric Recreational Demand Analysis (original) (raw)

Abstract

This paper addresses issues of specification testing for the travel cost method (TCM). Two nonparametric approaches to TCM analysis are presented. In addition, semi-nonparametric count models for TCM are developed. A numerical illustration is provided in which the three methods are applied to an actual TCM data set on waterfowl hunting and the results compared to those from a parametric analysis.

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References (30)

  1. Anderson, T. "Some Nonparametric Multivariate Procedures Based on Statistically Equivalent Blocks," Multivariate Analysis I, P. Krishnaiah, ed., 1965.
  2. Andrews, D. "Asymptotic Normality of Series Estimators for Nonparametric and Semiparametric Regression Model." Econometrica 59(March 1991): 307-345.
  3. Ayer, M., H Brunk, G. Ewing, W. Reid, and E. Silverman. "An Empirical Distribution Function for Sampling with Incomplete Information." Ann. Math. and Statist. 26(1955):641-647.
  4. Cameron, A., and P. Johansson. "Count Data Regression Using Series Expansions: with Applications." J. Appl. Econometrics 12(May-June,1997):203-223.
  5. Chalfant, J. and R. Gallant, "Estimating Substitution Elasticities with the Fourier Cost Function." J. Econometrics 28(May 1985):205-222.
  6. Cooper, J., and J. Loomis. "Testing Whether Waterfowl Hunting Benefits Increase with Greater Water Deliveries to Wetlands." Environ. and Resour. Econ. 3(December 1993):545-561.
  7. Creel, M. "Welfare Estimation Using the Fourier Form: Simulation Evidence for the Recreation Demand Case. " Rev. Econ. and Statist. 78(February 1997):88-94.
  8. Creel, M. and J. Loomis. "Semi-nonparametric Distribution-Free Dichotomous Choice Contingent Valuation." J. Environ. Econ. and Manage. 32(March 1997):341-358.
  9. Creel, M. and J. Loomis. "Theoretical and Empirical Advantages of Truncated Count Data Estimators for Analysis of Deer Hunting in California." Amer. J. Agr. Econ. 72(May 1990):434-45.
  10. Delgado, M. "Nonparametric and Semi-parametric Methods for Economics Research." J. Econ. Surveys 6(1992):201-249.
  11. Efron, B. "Better Bootstrap Confidence Intervals." J. Amer. Statist. Assoc. 82(1987):171-185.
  12. Feather, P. and D. Hellerstein. "Calibrating Benefit Function Transfer to Assess the Conservation Reserve Program." Amer. J. Agr. Econ. 79(February 1997):151-162.
  13. Feather, P., D. Hellerstein, and T. Tomasi. "A Discrete-Count Model of Recreational Demand." J. Environ. Econ. and Manage. 29 (September 1993):214-27.
  14. Fenton, V. and Gallant, A. "Qualitative and Asymptotic Performance of SNP Density Estimators," J. Econometrics 74 (1996):77-118.
  15. Gallant, A. "Unbiased Determination of Production Technologies. J. Econometrics 20(1982):285-323.
  16. Gallant, A. "Identification and Consistency in Semi-Nonparametric Regression," in Advances in Econometrics Vol. I, Truman F. Bewley, ed., Cambridge University Press, New York, 1987, pp.145-169.
  17. Gallant, A. and G. Tauchen. "Seminonparametric Estimation of Conditionally Constrained Heterogeneous Processes: Asset Pricing Applications." Econometrica 57(September 1989):1091-1120.
  18. Gallant, A. and G. Souza. "On the Asymptotic Normality of Fourier Flexible Form Estimates." J. Econometrics 50(December 1991):329-353.
  19. Goffe, W., G. Ferrier, and J. Rodgers. "Global Optimization of Statistical functions with simulated Annealing." J. Econometrics 60(January 1994):65-99.
  20. Gourieroux, C., A. Montfort, and A. Trognon. "Pseudo Maximum Likelihood Methods: Applications." Econometrica. 52(May 1984):701-20.
  21. Greene, W. Limdep: User's Manual and Reference Guide, Version 6.0. Bellport NY: Econometric Software, Inc., 1992.
  22. Haab, T. and K. McConnell. "Referendum Models and Negative Willingness to Pay: Alternative Solutions." J. Environ. Econ. and Manage. 32(February 1997):251-270.
  23. Hellerstein, D. "Using Count Data Models in Travel Cost Analysis with Aggregate Data." Amer. J. Agr. Econ. 73(August 1991):860-866.
  24. Härdle, W. Applied Nonparametric Regression. Cambridge, UK: Cambridge University Press,1990.
  25. Koning, R. H. "Kernel: a Gauss Library for Kernel Estimation." http://www.rhkoning.com/gauss/ June, 1999.
  26. Kristom, B. "A Non-parametric Approach to the Estimation of Welfare Measures in Discrete Response Valuation Studies." Land Econ. 66 (May 1990):135-139.
  27. Nason, G.P. "Wavelet Shrinkage Using Cross-Validation." J. Royal Statist. Soc., Series B 58(1996): 463-479.
  28. Van Ryzin, J. "A Histogram Method of Density Estimation." Communications in Statistics 2(1982): 493-506.
  29. Silverman, B.W. Density Estimation. London: Chapman and Hall, 1986.
  30. Turnbull, B. "The Empirical Distribution Function with Arbitarily Grouped, Censored, and Truncated Data." J. Royal Statist. Soc., Series B 38(1976):290-295.