Bid design for non-parametric contingent valuation with a single bounded dichotomous choice format
AbstractThis paper examines how the number of different bids used in a dichotomous choice contingent valuation exercise influences the non-parametric estimation of the mean willingness to pay. This task has been undertaken by several simulation experiments that combine different non-parametric procedures, number of bids, bid distribution, sample sizes, and willingness to pay distributions over the simulated population. The criteria used to analyze the effect of the number of bids in each experiment are (1) the mean square error of the differences between the actual and estimated mean maximum willingness to pay, and (2) an equality test between actual and estimated mean willingness to pay. The main conclusion is that it is advisable to use a larger number of distinct bids than currently practiced for the non-parametric procedures.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoArticle provided by IEF in its journal Hacienda Pública Española/Revista de Economía Pública.
Volume (Year): 186 (2008)
Issue (Month): 3 (October)
non-parametric methods; bid design; Contingent valuation method; Monte Carlo simulation;
Find related papers by JEL classification:
- D62 - Microeconomics - - Welfare Economics - - - Externalities
- Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
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.:
- John Crooker & Joseph Herriges, 2004. "Parametric and Semi-Nonparametric Estimation of Willingness-to-Pay in the Dichotomous Choice Contingent Valuation Framework," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 27(4), pages 451-480, April.
- John W. Duffield & David A. Patterson, 1991. "Inference and Optimal Design for a Welfare Measure in Dichotomous Choice Contingent Valuation," Land Economics, University of Wisconsin Press, vol. 67(2), pages 225-239.
- Bengt Kristrom, 1990. "A Non-Parametric Approach to the Estimation of Welfare Measures in Discrete Response Valuation Studies," Land Economics, University of Wisconsin Press, vol. 66(2), pages 135-139.
- Casey, James F. & Kahn, James R. & Rivas, Alexandre, 2006. "Willingness to pay for improved water service in Manaus, Amazonas, Brazil," Ecological Economics, Elsevier, vol. 58(2), pages 365-372, June.
- Werner, Megan, 1999. "Allowing for Zeros in Dichotomous-Choice Contingent-Valuation Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(4), pages 479-86, October.
- Bill Provencher & Kenneth A. Baerenklau & Richard C. Bishop, 2002. "A Finite Mixture Logit Model of Recreational Angling with Serially Correlated Random Utility," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(4), pages 1066-1075.
- Creel, M. & Loomis, J., 1995.
"Semi-Nonparametric Distribution-Free Dichotomous Choice Contingent Valuation,"
UFAE and IAE Working Papers
273.94, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
- 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.
- Salvador Del Saz-Salazar & Leandro Garcia-Menendez, 2001. "Willingness to Pay for Environmental Improvements in a Large City Evidence from The Spike Model and From a Non-Parametric Approach," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 20(2), pages 103-112, October.
- Cooper, Joseph C., 2002. "Flexible Functional Form Estimation of Willingness to Pay Using Dichotomous Choice Data," Journal of Environmental Economics and Management, Elsevier, vol. 43(2), pages 267-279, March.
- Joel L. Horowitz & N. E. Savin, 2001. "Binary Response Models: Logits, Probits and Semiparametrics," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 43-56, Fall.
- Anni Huhtala, 2000. "Binary Choice Valuation Studies with Heteregeneous Preferences Regarding the Program Being Valued," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 16(3), pages 263-279, July.
- Mattias Boman & Göran Bostedt & Bengt Kriström, 1999. "Obtaining Welfare Bounds in Discrete-Response Valuation Studies: A Non-Parametric Approach," Land Economics, University of Wisconsin Press, vol. 75(2), pages 284-294.
- Brouwer, Roy, 2006. "Do stated preference methods stand the test of time? A test of the stability of contingent values and models for health risks when facing an extreme event," Ecological Economics, Elsevier, vol. 60(2), pages 399-406, December.
- Menegaki, Angeliki N. & Hanley, Nick & Tsagarakis, Konstantinos P., 2007. "The social acceptability and valuation of recycled water in Crete: A study of consumers' and farmers' attitudes," Ecological Economics, Elsevier, vol. 62(1), pages 7-18, April.
- Anna Alberini, 1995. "Testing Willingness-to-Pay Models of Discrete Choice Contingent Valuation Survey Data," Land Economics, University of Wisconsin Press, vol. 71(1), pages 83-95.
- Loureiro, Maria L. & Loomis, John B. & Nahuelhual, Laura, 2004. "A comparison of a parametric and a non-parametric method to value a non-rejectable public good," Journal of Forest Economics, Elsevier, vol. 10(2), pages 61-74, September.
- Isabel Proenca & Joao Santos Silva, 2005. "Parametric and semiparametric specification tests for binary choice models: a comparative simulation study," Econometrics 0508008, EconWPA.
- Riccardo Scarpa & Kenneth Willis & Guy Garrod, 2001. "Estimating Benefits for Effective Enforcement of Speed Reduction from Dichotomous-Choice CV," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 20(4), pages 281-304, December.
- Bengt Kristr�m, 1997. "Spike Models in Contingent Valuation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(3), pages 1013-1023.
- Jorge Arana & Carmelo Leon, 2006. "Modelling unobserved heterogeneity in contingent valuation of health risks," Applied Economics, Taylor & Francis Journals, vol. 38(19), pages 2315-2325.
- 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.
- Mark Yuying An, 2000. "A Semiparametric Distribution for Willingness to Pay and Statistical Inference with Dichotomous Choice Contingent Valuation Data," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(3), pages 487-500.
- Barbara J. Kanninen, 1993. "Optimal Experimental Design for Double-Bounded Dichotomous Choice Contingent Valuation," Land Economics, University of Wisconsin Press, vol. 69(2), pages 138-146.
- Arana, Jorge E. & Leon, Carmelo J., 2005. "Flexible mixture distribution modeling of dichotomous choice contingent valuation with heterogenity," Journal of Environmental Economics and Management, Elsevier, vol. 50(1), pages 170-188, July.
- Cooper Joseph C., 1993. "Optimal Bid Selection for Dichotomous Choice Contingent Valuation Surveys," Journal of Environmental Economics and Management, Elsevier, vol. 24(1), pages 25-40, January.
- Riccardo Scarpa & Ian Bateman, 2000. "Efficiency Gains Afforded by Improved Bid Design versus Follow-up Valuation Questions in Discrete-Choice CV Studies," Land Economics, University of Wisconsin Press, vol. 76(2), pages 299-311.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Olga Cantó Sánchez) The email address of this maintainer does not seem to be valid anymore. Please ask Olga Cantó Sánchez to update the entry or send us the correct address.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.