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A Bivariate Latent Class Correlated Generalized Ordered Probit Model with an Application to Modeling Observed Obesity Levels

Author

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  • William H. Greene
  • Mark N. Harris
  • Bruce Hollingworth
  • Pushkar Maitra

Abstract

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Suggested Citation

  • William H. Greene & Mark N. Harris & Bruce Hollingworth & Pushkar Maitra, 2008. "A Bivariate Latent Class Correlated Generalized Ordered Probit Model with an Application to Modeling Observed Obesity Levels," Working Papers 08-18, New York University, Leonard N. Stern School of Business, Department of Economics.
    • Handle: RePEc:ste:nystbu:08-18
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    File URL: http://w4.stern.nyu.edu/economics/docs/workingpapers/2008/ObesityLCGOPpaperReSTAT.pdf
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    References listed on IDEAS

    as
    1. Deb, Partha & Trivedi, Pravin K., 2002. "The structure of demand for health care: latent class versus two-part models," Journal of Health Economics, Elsevier, vol. 21(4), pages 601-625, July.
    2. Tatiana Andreyeva & Pierre-Carl Michaud & Arthur Van Soest, 2005. "Obesity and Health in Europeans Ages 50 and Above," Working Papers 331, RAND Corporation.
    3. Tomas Philipson, 2001. "The world‐wide growth in obesity: an economic research agenda," Health Economics, John Wiley & Sons, Ltd., vol. 10(1), pages 1-7, January.
    4. Sobal, Jeffery & Rauschenbach, Barbara & Frongillo, Edward A., 2003. "Marital status changes and body weight changes: a US longitudinal analysis," Social Science & Medicine, Elsevier, vol. 56(7), pages 1543-1555, April.
    5. Office of Health Economics, 2007. "The Economics of Health Care," For School 001490, Office of Health Economics.
    6. Burkhauser, Richard V. & Cawley, John, 2008. "Beyond BMI: The value of more accurate measures of fatness and obesity in social science research," Journal of Health Economics, Elsevier, vol. 27(2), pages 519-529, March.
    7. Sanz-de-Galdeano, Anna, 2005. "The Obesity Epidemic in Europe," IZA Discussion Papers 1814, Institute of Labor Economics (IZA).
    8. Muennig, P. & Lubetkin, E. & Jia, H. & Franks, P., 2006. "Gender and the burden of disease attributable to obesity," American Journal of Public Health, American Public Health Association, vol. 96(9), pages 1662-1668.
    9. Ruhm Christopher J, 2007. "Current and Future Prevalence of Obesity and Severe Obesity in the United States," Forum for Health Economics & Policy, De Gruyter, vol. 10(2), pages 1-28, September.
    10. Tatiana Andreyeva & Pierre-Carl Michaud & Arthur Van Soest, 2005. "Obesity and Health in Europeans Ages 50 and Above," Working Papers WR-331, RAND Corporation.
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    Citations

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    Cited by:

    1. Pacharaporn Arkornsakul & Woraphon Yamaka & Sombat Singkharat, 2015. "Consumer?s Willingness to Pay for Gasohol E100 in Chiang Mai Province and Nakhon Ratchasima Province," Proceedings of International Academic Conferences 2704676, International Institute of Social and Economic Sciences.
    2. Trotta, Gianluca, 2018. "Factors affecting energy-saving behaviours and energy efficiency investments in British households," Energy Policy, Elsevier, vol. 114(C), pages 529-539.
    3. Jan Willem Nijenhuis, 2021. "Estimation of ordered probit model with endogenous switching between two latent regimes," 2021 Stata Conference 22, Stata Users Group.
    4. Peter Willemé, 2017. "Working Paper 14-17 - Modelling unobserved heterogeneity in distribution - Finite mixtures of the Johnson family of distributions," Working Papers 1714, Federal Planning Bureau, Belgium.
    5. Christian Pfarr & Andreas Schmid & Udo Schneider, 2011. "Estimating ordered categorical variables using panel data: a generalized ordered probit model with an autofit procedure," Journal of Economics and Econometrics, Economics and Econometrics Society, vol. 54(1), pages 7-23.
    6. Greene, William, 2007. "Functional Form and Heterogeneity in Models for Count Data," Foundations and Trends(R) in Econometrics, now publishers, vol. 1(2), pages 113-218, August.
    7. William Greene, 2007. "Discrete Choice Modeling," Working Papers 07-6, New York University, Leonard N. Stern School of Business, Department of Economics.
    8. William Greene, 2014. "Models for ordered choices," Chapters, in: Stephane Hess & Andrew Daly (ed.), Handbook of Choice Modelling, chapter 15, pages 333-362, Edward Elgar Publishing.
    9. Gulay Avsar & Roger Ham & W. Kathy Tannous, 2017. "Factors Influencing the Incidence of Obesity in Australia: A Generalized Ordered Probit Model," IJERPH, MDPI, vol. 14(2), pages 1-13, February.
    10. Ching-Yi Chen, 2022. "Analysing the Quality of Life of Older Adults: Heterogeneity, COVID-19 Lockdown, and Residential Stability," IJERPH, MDPI, vol. 19(19), pages 1-12, September.
    11. Jeffrey E. Harris & Sandra G. Sosa-Rubi, 2009. "Impact of "Seguro Popular" on Prenatal Visits in Mexico, 2002-2005: Latent Class Model of Count Data with a Discrete Endogenous Variable," NBER Working Papers 14995, National Bureau of Economic Research, Inc.
    12. William H. Greene & David A. Hensher, 2008. "Modeling Ordered Choices: A Primer and Recent Developments," Working Papers 08-26, New York University, Leonard N. Stern School of Business, Department of Economics.
    13. Trotta, Gianluca, 2018. "The determinants of energy efficient retrofit investments in the English residential sector," Energy Policy, Elsevier, vol. 120(C), pages 175-182.
    14. Sharma, Abhijit & di Falco, Salvatore & Fraser, Iain, 2015. "Consumption of Salt Rich Products in the UK: Impact of The Reduced Salt Campaign," MPRA Paper 62359, University Library of Munich, Germany.

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