Modeling Elicitation effects in contingent valuation studies: a Monte Carlo Analysis of the bivariate approach
A Monte Carlo analysis is conducted to assess the validity of the bivariate modeling approach for detection and correction of different forms of elicitation effects in Double Bound Contingent Valuation data. Alternative univariate and bivariate models are applied to several simulated data sets, each one characterized by a specific elicitation effect, and their performance is assessed using standard selection criteria. The bivariate models include the standard Bivariate Probit model, and an alternative specification, based on the Copula approach to multivariate modeling, which is shown to be useful in cases where the hypothesis of normality of the joint distribution is not supported by the data. It is found that the bivariate approach can effectively correct elicitation effects while maintaining an adequate level of efficiency in the estimation of the parameters of interest.
|Date of creation:||2005|
|Date of revision:|
|Contact details of provider:|| Postal: |
Web page: http://www.crenos.unica.it/
More information through EDIRC
References listed on IDEAS
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.:
- 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.
- Cooper, Joseph C. & Hanemann, W.M. & Signorello, Giovanni, 2002.
"One and One-Half Bound Dichotomous Choice Contingent Valuation,"
17190, University Library of Munich, Germany, revised Nov 2002.
- Joseph C. Cooper & Michael Hanemann & Giovanni Signorello, 2002. "One-and-One-Half-Bound Dichotomous Choice Contingent Valuation," The Review of Economics and Statistics, MIT Press, vol. 84(4), pages 742-750, November.
- Cooper, Joseph C. & Hanemann, W. Michael & Signorello, Giovanni, 2001. "One-and-one-half-bound dichotomous choice contingent valuation," CUDARE Working Paper Series 921, University of California at Berkeley, Department of Agricultural and Resource Economics and Policy.
- Cooper, Joseph C. & Hanemann, W. Michael & Signorello, Giovanni, 2001. "One-and-One-Half Bound Dichotomous Choice Contingent Valuation," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt09c663b2, Department of Agricultural & Resource Economics, UC Berkeley.
- Ruud, Paul A, 1983. "Sufficient Conditions for the Consistency of Maximum Likelihood Estimation Despite Misspecifications of Distribution in Multinomial Discrete Choice Models," Econometrica, Econometric Society, vol. 51(1), pages 225-28, January.
- Herriges, Joseph A. & Shogren, Jason F., 1996.
"Starting Point Bias in Dichotomous Choice Valuation with Follow-Up Questioning,"
Journal of Environmental Economics and Management,
Elsevier, vol. 30(1), pages 112-131, January.
- Herriges, Joseph A. & Shogren, Jason F., 1996. "Starting Point Bias in Dichotomous Choice Valuation with Follow-Up Questioning," Staff General Research Papers 1501, Iowa State University, Department of Economics.
- Elisabetta Strazzera & Margarita Genius, 2004. "The Copula Approach to Sample Selection Modelling: An Application to the Recreational Value of Forests," Working Papers 2004.73, Fondazione Eni Enrico Mattei.
- John C. Whitehead, 2002. "Incentive Incompatibility and Starting-Point Bias in Iterative Valuation Questions," Land Economics, University of Wisconsin Press, vol. 78(2), pages 285-297.
- Donald M. McLeod & Olvar Bergland, 1999. "Willingness-to-Pay Estimates Using the Double-Bounded Dichotomous-Choice Contingent Valuation Format: A Test for Validity and Precision in a Bayesian Framework," Land Economics, University of Wisconsin Press, vol. 75(1), pages 115-125.
- Alberini Anna, 1995. "Efficiency vs Bias of Willingness-to-Pay Estimates: Bivariate and Interval-Data Models," Journal of Environmental Economics and Management, Elsevier, vol. 29(2), pages 169-180, September.
- DeShazo, J. R., 2002. "Designing Transactions without Framing Effects in Iterative Question Formats," Journal of Environmental Economics and Management, Elsevier, vol. 43(3), pages 360-385, May.
- Donald Green & Karen Jacowitz & Daniel Kahneman & Daniel McFadden, 1995.
"Referendum Contingent Valuation, Anchoring, and Willingness to Pay for Public Goods,"
_010, University of California at Berkeley, Econometrics Laboratory Software Archive.
- Green, Donald & Jacowitz, Karen E. & Kahneman, Daniel & McFadden, Daniel, 1998. "Referendum contingent valuation, anchoring, and willingness to pay for public goods," Resource and Energy Economics, Elsevier, vol. 20(2), pages 85-116, June.
- Cameron Trudy Ann & Quiggin John, 1994.
"Estimation Using Contingent Valuation Data from a Dichotomous Choice with Follow-Up Questionnaire,"
Journal of Environmental Economics and Management,
Elsevier, vol. 27(3), pages 218-234, November.
- Trudy Ann Cameron & John Quiggin, 1992. "Estimation Using Contingent Valuation Data From a "Dichotomous Choice with Follow-Up" Questionnaire," UCLA Economics Working Papers 653, UCLA Department of Economics.
- Carson, Richard T & Groves, Theodore, 2010.
"Incentive and Information Properties of Preference Questions,"
University of California at San Diego, Economics Working Paper Series
qt88d8644g, Department of Economics, UC San Diego.
- Richard Carson & Theodore Groves, 2007. "Incentive and informational properties of preference questions," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 37(1), pages 181-210, May.
- Richard Carson & Nicholas Flores & Norman Meade, 2001.
"Contingent Valuation: Controversies and Evidence,"
Environmental & Resource Economics,
European Association of Environmental and Resource Economists, vol. 19(2), pages 173-210, June.
- Carson, Richard T & Flores, Nicholas A, 2000. "Contingent Valuation: Controversies and Evidence," University of California at San Diego, Economics Working Paper Series qt75k752s7, Department of Economics, UC San Diego.
- Lee, Lung-Fei, 1982. "Some Approaches to the Correction of Selectivity Bias," Review of Economic Studies, Wiley Blackwell, vol. 49(3), pages 355-72, July.
When requesting a correction, please mention this item's handle: RePEc:cns:cnscwp:200502. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Antonello Pau)
If references are entirely missing, you can add them using this form.