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A Note On Nonlinearity Bias And Dichotomous Choice Cvm: Implications For Aggregate Benefits Estimation

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  • Souter, Ray A.
  • Bowker, James Michael

Abstract

It is a generally known statistical fact that the mean of a nonlinear function of a set of random variables is not equivalent to the function evaluated at the means of the variables. However, in dichotomous choice contingent valuation studies a common practice is to calculate an overall mean (or median) by integrating over offer space (numerically or analytically) an estimated logit or probit function in which sample mean values for the concomitant variables are used. We demonstrate this procedure to be incorrect and we statically test the procedure against the correct method for nonlinear models. Using data resulting in a well-behaved logit model, we reject the hypothesis of congruence between the two means. Such a finding should be considered in future single response dichotomous choice CVM studies, particularly when aggregation is of interest.

Suggested Citation

  • Souter, Ray A. & Bowker, James Michael, 1996. "A Note On Nonlinearity Bias And Dichotomous Choice Cvm: Implications For Aggregate Benefits Estimation," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 25(01), pages 1-6.
    • Handle: RePEc:ags:arerjl:31649
    DOI: 10.22004/ag.econ.31649
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    1. W. Michael Hanemann, 1984. "Welfare Evaluations in Contingent Valuation Experiments with Discrete Responses," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 66(3), pages 332-341.
    2. Kevin J. Boyle & Richard C. Bishop, 1988. "Welfare Measurements Using Contingent Valuation: A Comparison of Techniques," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 70(1), pages 20-28.
    3. Reiling, Stephen D. & Boyle, Kevin J. & Cheng, Hsiang-Tai & Phillips, Marcia L., 1989. "Contingent Valuation Of A Public Program To Control Black Flies," Northeastern Journal of Agricultural and Resource Economics, Northeastern Agricultural and Resource Economics Association, vol. 18(2), pages 1-9, October.
    4. Teasley, R. Jeff & Bergstrom, John C. & Cordell, H. Ken, 1994. "Estimating Revenue-Capture Potential Associated With Public Area Recreation," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 19(01), pages 1-13, July.
    5. 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.
    6. Stephen K. Swallow & Thomas Weaver & James J. Opaluch & Thomas S. Michelman, 1994. "Heterogeneous Preferences and Aggregation in Environmental Policy Analysis: A Landfill Siting Case," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(3), pages 431-443.
    7. Sun, Henglun & Bergstrom, John C. & Dorfman, Jeffrey H., 1992. "Estimating the Benefits of Groundwater Contamination Control," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 24(2), pages 63-71, December.
    8. Park, Timothy A. & Loomis, John B., 1992. "Comparing Models For Contingent Valuation Surveys: Statistical Efficiency And The Precision Of Benefit Estimates," Northeastern Journal of Agricultural and Resource Economics, Northeastern Agricultural and Resource Economics Association, vol. 21(2), pages 1-7, October.
    9. John B. Loomis, 1987. "Expanding Contingent Value Sample Estimates to Aggregate Benefit Estimates: Current Practices and Proposed Solutions," Land Economics, University of Wisconsin Press, vol. 63(4), pages 396-402.
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    Cited by:

    1. Chhandita Das & Christopher M. Anderson & Stephen K. Swallow, 2009. "Estimating Distributions of Willingness to Pay for Heterogeneous Populations," Southern Economic Journal, John Wiley & Sons, vol. 75(3), pages 593-610, January.
    2. Kline, Jeffrey D. & Alig, Ralph J. & Johnson, Rebecca L., 2000. "Forest owner incentives to protect riparian habitat," Ecological Economics, Elsevier, vol. 33(1), pages 29-43, April.
    3. Richard T. Carson, 2011. "Contingent Valuation," Books, Edward Elgar Publishing, number 2489.
    4. Bergstrom, John C. & Jeff Teasley, R. & Ken Cordell, H. & Souter, Ray & English, Donald B. K., 1996. "Effects of Reservoir Aquatic Plant Management on Recreational Expenditures and Regional Economic Activity," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 28(2), pages 409-422, December.
    5. English, Donald B.K., 2000. "A Simple Procedure for Generating Confidence Intervals in Tourist Spending Profiles and Resulting Economic Impacts," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 30(01), pages 1-16.
    6. Cho, Seong-Hoon & Newman, David H. & Bowker, J.M., 2005. "Measuring rural homeowners' willingness to pay for land conservation easements," Forest Policy and Economics, Elsevier, vol. 7(5), pages 757-770, August.
    7. Jenkins, Dylan H. & Sullivan, Jay & Amacher, Gregory S. & Nicholas, Niki S. & Reaves, Dixie W., 2002. "Valuing high altitude spruce-fir forest improvements: importance of forest condition and recreation activity," Journal of Forest Economics, Elsevier, vol. 8(1), pages 77-99.

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