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Parametric and Semi-Nonparametric Estimation of Willingness-to-Pay in the Dichotomous Choice Contingent Valuation Framework

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John Crooker ()
Joseph Herriges

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Abstract

Standard procedures for extractingwillingness-to-pay (WTP) from dichotomouschoice CV questionnaires rely heavily uponparametric assumptions regarding thedistribution and form of WTP in the sampledpopulation. However, theory provides littleguidance regarding which parametricspecification to use and the resulting WTPestimates can be sensitive to the selectionsmade. Here we compare and contrast severalparametric and semi-nonparametric estimatorsthat have been proposed in the literature,examining the sensitivity of the resulting WTPestimates to the underlying distribution ofpreferences and the estimation procedureemployed. Copyright Kluwer Academic Publishers 2004

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File URL: http://hdl.handle.net/10.1023/B:EARE.0000018518.55067.b2
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Publisher Info
Article provided by European Association of Environmental and Resource Economists in its journal Environmental and Resource Economics.

Volume (Year): 27 (2004)
Issue (Month): 4 (April)
Pages: 451-480
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Handle: RePEc:kap:enreec:v:27:y:2004:i:4:p:451-480

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Related research
Keywords: dichotomous choice; estimators;

References listed on IDEAS
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  1. Stoker, Thomas M, 1986. "Consistent Estimation of Scaled Coefficients," Econometrica, Econometric Society, vol. 54(6), pages 1461-81, November. [Downloadable!] (restricted)
  2. Carson, Richard T. & Hanemann, W. Michael, 2006. "Contingent Valuation," Handbook of Environmental Economics, in: K. G. Mäler & J. R. Vincent (ed.), Handbook of Environmental Economics, edition 1, volume 2, chapter 17, pages 821-936 Elsevier. [Downloadable!] (restricted)
  3. Gallant, A. Ronald, 1982. "Unbiased determination of production technologies," Journal of Econometrics, Elsevier, vol. 20(2), pages 285-323, November. [Downloadable!] (restricted)
  4. Creel, Michael, 1998. "A Note on Consistent Estimation of Mean WTP Using a Misspecified Logit Contingent Valuation Model," Journal of Environmental Economics and Management, Elsevier, vol. 35(3), pages 277-284, May. [Downloadable!] (restricted)
  5. Michael D. Creel, 1997. "Welfare Estimation Using The Fourier Form: Simulation Evidence For The Recreation Demand Case," The Review of Economics and Statistics, MIT Press, vol. 79(1), pages 88-94, February. [Downloadable!] (restricted)
  6. Kling, Catherine L., 1989. "The Importance Of Functional Form In The Estimation Of Welfare," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 14(01), July. [Downloadable!]
  7. Gallant, A Ronald & Nychka, Douglas W, 1987. "Semi-nonparametric Maximum Likelihood Estimation," Econometrica, Econometric Society, vol. 55(2), pages 363-90, March. [Downloadable!] (restricted)
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  9. Herriges, Joseph A. & Kling, Catherine L., 1999. "Performance of Nested Logit Models when Welfare Estimation Is the Goal (The)," Staff General Research Papers 1480, Iowa State University, Department of Economics.
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  13. Cameron, Trudy Ann, 1988. "A new paradigm for valuing non-market goods using referendum data: Maximum likelihood estimation by censored logistic regression," Journal of Environmental Economics and Management, Elsevier, vol. 15(3), pages 355-379, September. [Downloadable!] (restricted)
  14. Manski, Charles F. & Thompson, T. Scott, 1986. "Operational characteristics of maximum score estimation," Journal of Econometrics, Elsevier, vol. 32(1), pages 85-108, June. [Downloadable!] (restricted)
  15. Haab, Timothy C. & McConnell, Kenneth E., 1997. "Referendum Models and Negative Willingness to Pay: Alternative Solutions," Journal of Environmental Economics and Management, Elsevier, vol. 32(2), pages 251-270, February. [Downloadable!] (restricted)
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  16. Chen, Heng Z. & Randall, Alan, 1997. "Semi-nonparametric estimation of binary response models with an application to natural resource valuation," Journal of Econometrics, Elsevier, vol. 76(1-2), pages 323-340. [Downloadable!] (restricted)
  17. Phillips, Peter C B, 1983. "ERAs: A New Approach to Small Sample Theory," Econometrica, Econometric Society, vol. 51(5), pages 1505-25, September. [Downloadable!] (restricted)
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  18. Creel, Michael & Loomis, John, 1997. "Semi-nonparametric Distribution-Free Dichotomous Choice Contingent Valuation," Journal of Environmental Economics and Management, Elsevier, vol. 32(3), pages 341-358, March. [Downloadable!] (restricted)
    Other versions:
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Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Tanya O’Garra & Susana Mourato, 2007. "Public Preferences for Hydrogen Buses: Comparing Interval Data, OLS and Quantile Regression Approaches," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 36(4), pages 389-411, April. [Downloadable!] (restricted)
  2. Emmanuel Flachaire & Guillaume Hollard, 2005. "Controlling starting-point bias in double-bounded contingent valuation surveys," Cahiers de la Maison des Sciences Economiques v05076, Université Panthéon-Sorbonne (Paris 1). [Downloadable!]
    Other versions:
  3. Christopher Azevedo & John R. Crooker & Brian Pattiz, 2008. "Exploring Respondent’s Perception of Bid Precision in Non-Market Valuation," Working Papers 0804, University of Central Missouri, Department of Economics & Finance, revised May 2008. [Downloadable!]
  4. Anna Alberini, 2004. "Robustness of VSL Values from Contingent Valuation Surveys," Working Papers 2004.135, Fondazione Eni Enrico Mattei. [Downloadable!]
  5. Emmanuel Flachaire & Guillaume Hollard, 2007. "Model selection in iterative valuation questions," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00176033_v1, HAL. [Downloadable!]
  6. Krishna, Vijesh V. & Qaim, Matin, 2006. "Estimating the Adoption of Bt Eggplant in India: Who Benefits from Public-Private Partnership?," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25311, International Association of Agricultural Economists. [Downloadable!]
    Other versions:
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