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Meta-Functional Benefit Transfer for Wetland Valuation: Making the Most of Small Samples

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Listed author(s):
  • Klaus Moeltner

    ()

  • Richard Woodward

Abstract

This study applies functional Benefit Transfer via Meta-Regression Modeling to derive valuation estimates for wetlands in an actual policy setting of proposed groundwater transfers in Eastern Nevada. We illustrate how Bayesian estimation techniques can be used to overcome small sample problems notoriously present in Meta-functional Benefit Transfer. The highlights of our methodology are (i) The hierarchical modeling of heteroskedasticity, (ii) The ability to incorporate additional information via refined priors, and (ii) The derivation of measures of model performance with the corresponding option of model-averaged Benefit Transfer predictions. Our results indicate that economic losses associated with the disappearance of these wetlands can be substantial and that primary valuation studies are warranted.

(This abstract was borrowed from another version of this item.)

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File URL: http://hdl.handle.net/10.1007/s10640-008-9205-0
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Article provided by Springer & European Association of Environmental and Resource Economists in its journal Environmental and Resource Economics.

Volume (Year): 42 (2009)
Issue (Month): 1 (January)
Pages: 89-108

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Handle: RePEc:kap:enreec:v:42:y:2009:i:1:p:89-108
DOI: 10.1007/s10640-008-9205-0
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Keywords: Bayesian Model Averaging; t-Error regression model; Meta-analysis; Benefit Transfer; Wetland valuation; C11; C15; Q51;

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Find related papers by JEL classification:
  • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
  • C15 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Statistical Simulation Methods: General
  • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects

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  1. Kirchhoff, Stefanie & Colby, Bonnie G. & LaFrance, Jeffrey T., 1997. "Evaluating the Performance of Benefit Transfer: An Empirical Inquiry," Journal of Environmental Economics and Management, Elsevier, vol. 33(1), pages 75-93, May.
  2. Luke Brander & Raymond Florax & Jan Vermaat, 2006. "The Empirics of Wetland Valuation: A Comprehensive Summary and a Meta-Analysis of the Literature," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 33(2), pages 223-250, 02.
  3. Iovanna, Richard & Griffiths, Charles, 2006. "Clean water, ecological benefits, and benefits transfer: A work in progress at the U.S. EPA," Ecological Economics, Elsevier, vol. 60(2), pages 473-482, December.
  4. Rosenberger, Randall S. & Loomis, John B., 2000. "Panel Stratification in Meta-Analysis of Economic Studies: An Investigation of Its Effects in the Recreation Valuation Literature," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 32(03), pages 459-470, December.
  5. Richard Ready & Ståle Navrud & Brett Day & Richard Dubourg & Fernando Machado & Susana Mourato & Frank Spanninks & Maria Rodriquez, 2004. "Benefit Transfer in Europe: How Reliable Are Transfers between Countries?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 29(1), pages 67-82, September.
  6. Blomquist, Glenn C. & Whitehead, John C., 1998. "Resource quality information and validity of willingness to pay in contingent valuation," Resource and Energy Economics, Elsevier, vol. 20(2), pages 179-196, June.
  7. James Murphy & P. Allen & Thomas Stevens & Darryl Weatherhead, 2005. "A Meta-analysis of Hypothetical Bias in Stated Preference Valuation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 30(3), pages 313-325, 03.
  8. Welsh, Michael P. & Poe, Gregory L., 1998. "Elicitation Effects in Contingent Valuation: Comparisons to a Multiple Bounded Discrete Choice Approach," Journal of Environmental Economics and Management, Elsevier, vol. 36(2), pages 170-185, September.
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  10. Robert J. Johnston & Elena Y. Besedin & Richard Iovanna & Christopher J. Miller & Ryan F. Wardwell & Matthew H. Ranson, 2005. "Systematic Variation in Willingness to Pay for Aquatic Resource Improvements and Implications for Benefit Transfer: A Meta-Analysis," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 53(2-3), pages 221-248, 06.
  11. Rosenberger, Randall S. & Loomis, John B., 2000. "Panel Stratification In Meta-Analysis Of Economic Studies: An Investigation Of Its Effects In The Recreation Valuation Literature," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 32(03), December.
  12. V. Smith & Subhrendu Pattanayak, 2002. "Is Meta-Analysis a Noah's Ark for Non-Market Valuation?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 22(1), pages 271-296, June.
  13. Roy Brouwer & Frank Spaninks, 1999. "The Validity of Environmental Benefits Transfer: Further Empirical Testing," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 14(1), pages 95-117, July.
  14. Krinsky, Itzhak & Robb, A Leslie, 1986. "On Approximating the Statistical Properties of Elasticities," The Review of Economics and Statistics, MIT Press, vol. 68(4), pages 715-719, November.
  15. C. J. Leon & F. J. Vazquez-Polo & N. Guerra & P. Riera, 2002. "A Bayesian model for benefit transfer: application to national parks in Spain," Applied Economics, Taylor & Francis Journals, vol. 34(6), pages 749-757.
  16. Woodward, Richard T. & Wui, Yong-Suhk, 2001. "The economic value of wetland services: a meta-analysis," Ecological Economics, Elsevier, vol. 37(2), pages 257-270, May.
  17. Poor, P. Joan, 1999. "The Value Of Additional Central Flyway Wetlands: The Case Of Nebraska'S Rainwater Basin Wetlands," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 24(01), July.
  18. Moeltner, Klaus & Boyle, Kevin J. & Paterson, Robert W., 2007. "Meta-analysis and benefit transfer for resource valuation-addressing classical challenges with Bayesian modeling," Journal of Environmental Economics and Management, Elsevier, vol. 53(2), pages 250-269, March.
  19. Smith, V. Kerry & Pattanayak, Subhrendu K. & Van Houtven, George L., 2006. "Structural benefit transfer: An example using VSL estimates," Ecological Economics, Elsevier, vol. 60(2), pages 361-371, December.
  20. Klaus Moeltner & Randall S. Rosenberger, 2007. "Meta-Regression and Benefit Transfer: Data Space, Model Space, and the Quest for ‘Optimal Scope’," Working Papers 07-011, University of Nevada, Reno, Department of Economics;University of Nevada, Reno , Department of Resource Economics.
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