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A Box-Cox Double-Hurdle Model

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  • Jones, Andrew M
  • Yen, Steven T

Abstract

The double-hurdle model with dependence is extended by incorporating the Box-Cox transformation. The model nests a range of popular limited dependent variable models, including the Gaussian double-hurdle, the generalized Tobit, and two-part models. Estimates of US beef consumption suggest that the Box-Cox specification outperforms all other restrictive models. Price elasticities are small and similar to findings in the literature. Household age composition and demographic variables also play significant roles in determining beef consumption. Income and cross-price elasticities are insignificant. Copyright 2000 by Blackwell Publishers Ltd and The Victoria University of Manchester

Suggested Citation

  • Jones, Andrew M & Yen, Steven T, 2000. "A Box-Cox Double-Hurdle Model," Manchester School, University of Manchester, vol. 68(2), pages 203-221, March.
    • Handle: RePEc:bla:manchs:v:68:y:2000:i:2:p:203-21
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    Cited by:

    1. Faruk Urak & Nihat Küçük & Abdulbaki Bilgiç & Steven T Yen, 2023. "Modeling censored tourism expenditures in Turkey with non-normal and heteroscedastic errors: An application of the inverse hyperbolic sine double-hurdle model," Tourism Economics, , vol. 29(3), pages 718-741, May.
    2. David Aristei & Luca Pieroni, 2009. "Addiction, social interactions and gender differences in cigarette consumption," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 36(3), pages 245-272, August.
    3. Zhang, Jian & Mishra, Ashok K. & Ma, Xianlei, 2023. "Mechanism of Chinese farmers’ land rental participation: The role of invisible markets and public intervention," Food Policy, Elsevier, vol. 117(C).
    4. Tzong-Shyuan Chen & Chaang-Iuan Ho, 2022. "The Application of a Two-Stage Decision Model to Analyze Tourist Behavior in Accommodation," Economies, MDPI, vol. 10(4), pages 1-21, March.
    5. Salmon, Claire & Tanguy, Jeremy, 2016. "Rural Electrification and Household Labor Supply: Evidence from Nigeria," World Development, Elsevier, vol. 82(C), pages 48-68.
    6. Marcel Bilger & Jean-Paul Chaze, 2008. "What Drives Individual Health Expenditure in Switzerland?," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 144(III), pages 337-358, September.
    7. P G Moffatt, 2005. "Hurdle models of loan default," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(9), pages 1063-1071, September.
    8. Richard Mussa, 2013. "Rural--urban differences in parental spending on children's primary education in Malawi," Development Southern Africa, Taylor & Francis Journals, vol. 30(6), pages 789-811, December.
    9. Jean‐Paul Chaze, 2005. "Assessing household health expenditure with Box–Cox censoring models," Health Economics, John Wiley & Sons, Ltd., vol. 14(9), pages 893-907, September.
    10. Juan Brida & Pablo Daniel Monterubbianesi & Sandra Zapata-Aguirre, 2013. "Análisis de los factores que influencian el gasto de los turistas culturales: el caso de los visitantes de museos de Medellín," Revista de Economía del Rosario, Universidad del Rosario, June.
    11. Kuntner, Tobias & Teichert, Thorsten, 2017. "Price Promotions: Enablers or Obstacles for Brand-Led Innovation Adoption – A Double-Hurdle Approach," EconStor Preprints 157297, ZBW - Leibniz Information Centre for Economics.
    12. Rinaldo Brau & M. Lippi Bruni & Am Pinna, 2004. "Public vs private demand for covering long term care expenditures," Working Paper CRENoS 200408, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    13. Bartolini, Fabio & Brunori, Gianluca & Galli, Francesca, 2016. "Understanding motivations and determinants of direct sale strategy. The case of Tuscany Region," 149th Seminar, October 27-28, 2016, Rennes, France 244896, European Association of Agricultural Economists.
    14. David Aristei & Luca Pieroni, 2008. "A double-hurdle approach to modelling tobacco consumption in Italy," Applied Economics, Taylor & Francis Journals, vol. 40(19), pages 2463-2476.
    15. Martinez-Espineira, Roberto, 2006. "A Box-Cox Double-Hurdle model of wildlife valuation: The citizen's perspective," Ecological Economics, Elsevier, vol. 58(1), pages 192-208, June.
    16. Halkos, George, 2012. "Assessing the economic value of protecting artificial lakes," MPRA Paper 39557, University Library of Munich, Germany.
    17. Hua Wang & Walter Keithly & Rex Caffey, 2019. "Factors Influencing Landowners’ Decisions for Income-Generating Activities on Private Coastal Wetland in Louisiana," Resources, MDPI, vol. 8(2), pages 1-20, June.
    18. Fabiosa, Jacinto F., 2006. "Growing Demand for Animal-Protein-Source Products in Indonesia: Trade Implications," 2006 Annual meeting, July 23-26, Long Beach, CA 21417, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    19. Liu, Haiyan & Wahl, Thomas I. & Seale, James L. & Bai, Junfei, 2015. "Household composition, income, and food-away-from-home expenditure in urban China," Food Policy, Elsevier, vol. 51(C), pages 97-103.
    20. Djoumessi, Yannick F. & Kamdem, Cyrille B. & Afari-sefa, Victor & Bidogeza, Jean-Claude, 2018. "Determinants of Smallholder Vegetable Farmers Credit Access and Demand in Southwest region, Cameroon," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 38(2), pages 1231-1240.
    21. Nicholas G. Marconi & Neal H. Hooker & Nicholas DiMarcello III, 2017. "What's in a Name? The Impact of Fair Trade Claims on Product Price," Agribusiness, John Wiley & Sons, Ltd., vol. 33(2), pages 160-174, April.

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