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Flexible mixture distribution modeling of dichotomous choice contingent valuation with heterogenity

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  • Arana, Jorge E.
  • Leon, Carmelo J.

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Article provided by Elsevier in its journal Journal of Environmental Economics and Management.

Volume (Year): 50 (2005)
Issue (Month): 1 (July)
Pages: 170-188

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Handle: RePEc:eee:jeeman:v:50:y:2005:i:1:p:170-188

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Web page: http://www.elsevier.com/locate/inca/622870

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References

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  1. Siddhartha Chib & Edward Greenberg, 1994. "Markov Chain Monte Carlo Simulation Methods in Econometrics," Econometrics, EconWPA 9408001, EconWPA, revised 24 Oct 1994.
  2. 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, Agricultural and Applied Economics Association, vol. 82(3), pages 487-500.
  3. Cooper Joseph C., 1993. "Optimal Bid Selection for Dichotomous Choice Contingent Valuation Surveys," Journal of Environmental Economics and Management, Elsevier, Elsevier, vol. 24(1), pages 25-40, January.
  4. Chuan-Zhong Li, 1996. "Semiparametric Estimation of the Binary Choice Model for Contingent Valuation," Land Economics, University of Wisconsin Press, University of Wisconsin Press, vol. 72(4), pages 462-473.
  5. Cosslett, Stephen R, 1983. "Distribution-Free Maximum Likelihood Estimator of the Binary Choice Model," Econometrica, Econometric Society, Econometric Society, vol. 51(3), pages 765-82, May.
  6. 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, Elsevier, vol. 15(3), pages 355-379, September.
  7. Creel, M. & Loomis, J., 1995. "Semi-Nonparametric Distribution-Free Dichotomous Choice Contingent Valuation," UFAE and IAE Working Papers, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC) 273.94, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
  8. Bateman, Ian J. & Langford, Ian H. & Jones, Andrew P. & Kerr, Geoffrey N., 2001. "Bound and path effects in double and triple bounded dichotomous choice contingent valuation," Resource and Energy Economics, Elsevier, Elsevier, vol. 23(3), pages 191-213, July.
  9. Shaw, Daigee, 1988. "On-site samples' regression : Problems of non-negative integers, truncation, and endogenous stratification," Journal of Econometrics, Elsevier, Elsevier, vol. 37(2), pages 211-223, February.
  10. 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, European Association of Environmental and Resource Economists, vol. 27(4), pages 451-480, April.
  11. Cooper, Joseph C., 2002. "Flexible Functional Form Estimation of Willingness to Pay Using Dichotomous Choice Data," Journal of Environmental Economics and Management, Elsevier, Elsevier, vol. 43(2), pages 267-279, March.
  12. Bengt Kristr�m, 1997. "Spike Models in Contingent Valuation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, Agricultural and Applied Economics Association, vol. 79(3), pages 1013-1023.
  13. Crooker, John R. & Herriges, Joseph A., 2004. "Parametric and Semi-Nonparametric Estimation of Willingness-To-Pay in a Contingent Valuation Framework," Staff General Research Papers, Iowa State University, Department of Economics 11156, Iowa State University, Department of Economics.
  14. Sylvia Richardson & Laurent Leblond & Isabelle Jaussent & Peter J. Green, 2002. "Mixture models in measurement error problems, with reference to epidemiological studies," Journal of the Royal Statistical Society Series A, Royal Statistical Society, Royal Statistical Society, vol. 165(3), pages 549-566.
  15. Li Chuan-Zhong & Mattsson Leif, 1995. "Discrete Choice under Preference Uncertainty: An Improved Structural Model for Contingent Valuation," Journal of Environmental Economics and Management, Elsevier, Elsevier, vol. 28(2), pages 256-269, March.
  16. Chib, Siddhartha, 1992. "Bayes inference in the Tobit censored regression model," Journal of Econometrics, Elsevier, Elsevier, vol. 51(1-2), pages 79-99.
  17. Bengt Kristrom, 1990. "A Non-Parametric Approach to the Estimation of Welfare Measures in Discrete Response Valuation Studies," Land Economics, University of Wisconsin Press, University of Wisconsin Press, vol. 66(2), pages 135-139.
  18. McCulloch, Robert & Rossi, Peter E., 1994. "An exact likelihood analysis of the multinomial probit model," Journal of Econometrics, Elsevier, Elsevier, vol. 64(1-2), pages 207-240.
  19. J. M. C. Santos Silva, 2003. "A note on the estimation of mixture models under endogenous sampling," Econometrics Journal, Royal Economic Society, Royal Economic Society, vol. 6(1), pages 46-52, 06.
  20. Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, Econometric Society, vol. 52(2), pages 271-320, March.
  21. Timothy Haab, 1999. "Nonparticipation or Misspecification? The Impacts of Nonparticipation on Dichotomous Choice Contingent Valuation," Environmental & Resource Economics, European Association of Environmental and Resource Economists, European Association of Environmental and Resource Economists, vol. 14(4), pages 443-461, December.
  22. Gallant, A. Ronald, 1982. "Unbiased determination of production technologies," Journal of Econometrics, Elsevier, Elsevier, vol. 20(2), pages 285-323, November.
  23. Werner, Megan, 1999. "Allowing for Zeros in Dichotomous-Choice Contingent-Valuation Models," Journal of Business & Economic Statistics, American Statistical Association, American Statistical Association, vol. 17(4), pages 479-86, October.
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Citations

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Cited by:
  1. Jorge Araña & Carmelo León, 2007. "Repeated Dichotomous Choice Formats for Elicitation of Willingness to Pay: Simultaneous Estimation and Anchoring Effect," Environmental & Resource Economics, European Association of Environmental and Resource Economists, European Association of Environmental and Resource Economists, vol. 36(4), pages 475-497, April.
  2. Álvarez Díaz, Marcos & González Gómez, Manuel & Saavedra González, Ángeles & De Uña Álvarez, Jacobo, 2010. "On dichotomous choice contingent valuation data analysis: Semiparametric methods and Genetic Programming," Journal of Forest Economics, Elsevier, Elsevier, vol. 16(2), pages 145-156, April.
  3. Araña, Jorge E. & León, Carmelo J., 2009. "Understanding the use of non-compensatory decision rules in discrete choice experiments: The role of emotions," Ecological Economics, Elsevier, Elsevier, vol. 68(8-9), pages 2316-2326, June.
  4. Roberto Leon-Gonzalez & Riccardo Scarpa, 2007. "Robust Benefit Function Transfer: A Bayesian Model Averaging Approach," Discussion Papers in Economics, Department of Economics, University of Leicester 07/01, Department of Economics, University of Leicester.
  5. León, Carmelo J. & Araña, Jorge E. & Hanemann, W. Michael & Riera, Pere, 2014. "Heterogeneity and emotions in the valuation of non-use damages caused by oil spills," Ecological Economics, Elsevier, Elsevier, vol. 97(C), pages 129-139.
  6. Pere Riera & Raúl Brey & Guillermo Gándara, 2008. "Bid design for non-parametric contingent valuation with a single bounded dichotomous choice format," Hacienda Pública Española, IEF, IEF, vol. 186(3), pages 43-60, October.
  7. Jorge E. Araña & Carmelo J. Léon, 2006. "Modelling contingent valuation iterated elicitation data with an MCMC approach," Hacienda Pública Española, IEF, IEF, vol. 177(2), pages 83-105, April.
  8. Araña, Jorge E. & León, Carmelo J. & Hanemann, Michael W., 2008. "Emotions and decision rules in discrete choice experiments for valuing health care programmes for the elderly," Journal of Health Economics, Elsevier, Elsevier, vol. 27(3), pages 753-769, May.
  9. Kelvin Balcombe & Iain Fraser, 2009. "Dichotomous-choice contingent valuation with 'dont know' responses and misreporting," Journal of Applied Econometrics, John Wiley & Sons, Ltd., John Wiley & Sons, Ltd., vol. 24(7), pages 1137-1152.
  10. Leon-Gonzalez, Roberto & Scarpa, Riccardo, 2008. "Improving multi-site benefit functions via Bayesian model averaging: A new approach to benefit transfer," Journal of Environmental Economics and Management, Elsevier, Elsevier, vol. 56(1), pages 50-68, July.

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