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Meta-Regression and Benefit Transfer: Data Space, Model Space, and the Quest for ‘Optimal Scope’

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Author Info

  • Klaus Moeltner

    ()
    (Department of Resource Economics, University of Nevada, Reno)

  • Randall S. Rosenberger

    (Department of Forest Resources, Oregon State University)

Abstract

Meta-functional Benefit Transfer, while conceptually attractive, is often plagued by the paucity of available source studies and related small sample problems. A broadening of scope of the Meta-Regression Model by adding data from “related, yet different” contexts or activities may circumvent these issues, but may not necessarily enhance the efficiency of transfer functions if the different contexts do not share policy-relevant parameters. We illustrate how different combinations of contexts can be interpreted as ‘data spaces’ which can then be explored for the most promising transfer function using Bayesian Model Search techniques. Our results indicate that for some scope-augmented data spaces model-averaged benefit predictions can be more efficient than those flowing from the baseline context and data.

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File URL: http://www.business.unr.edu/econ/wp/papers/UNRECONWP07011.pdf
File Function: First version, 2007
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Bibliographic Info

Paper provided by University of Nevada, Reno, Department of Economics & University of Nevada, Reno , Department of Resource Economics in its series Working Papers with number 07-011.

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Length: 45 pages
Date of creation: Dec 2007
Date of revision:
Handle: RePEc:unr:wpaper:07-011

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Related research

Keywords: Bayesian Model Averaging; Stochastic Search Variable Selection; Meta-Analysis; Benefit Transfer; Resource Valuation;

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References

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  1. 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.
  2. 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.
  3. V. Smith & Subhrendu Pattanayak, 2002. "Is Meta-Analysis a Noah's Ark for Non-Market Valuation?," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 22(1), pages 271-296, June.
  4. 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.
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Cited by:
  1. Klaus Moeltner & Richard Woodward, 2009. "Meta-Functional Benefit Transfer for Wetland Valuation: Making the Most of Small Samples," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 42(1), pages 89-108, January.

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