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A smooth mixture of Tobits model for healthcare expenditure

  • Michael Keane
  • Olena Stavrunova

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Article provided by John Wiley & Sons, Ltd. in its journal Health Economics.

Volume (Year): 20 (2011)
Issue (Month): 9 (09)
Pages: 1126-1153

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Handle: RePEc:wly:hlthec:v:20:y:2011:i:9:p:1126-1153
Contact details of provider: Web page: http://www3.interscience.wiley.com/cgi-bin/jhome/5749

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  1. Buntin, Melinda Beeuwkes & Zaslavsky, Alan M., 2004. "Too much ado about two-part models and transformation?: Comparing methods of modeling Medicare expenditures," Journal of Health Economics, Elsevier, vol. 23(3), pages 525-542, May.
  2. Michael P. Keane & Olena Stavrunova, 2012. "Adverse Selection, Moral Hazard and the Demand for Medigap Insurance," Economics Papers 2012-W10, Economics Group, Nuffield College, University of Oxford.
  3. Meliyanni Johar & Glenn Jones & Michael Keane & Elizabeth Savage & Olena Stavrunova, 2011. "Waiting times for elective surgery and the decision to buy private health insurance," Health Economics, John Wiley & Sons, Ltd., vol. 20(S1), pages 68-86, 09.
  4. Murat K. Munkin & Partha Deb & Pravin K. Trivedi, 2006. "Bayesian analysis of the two-part model with endogeneity: application to health care expenditure," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(7), pages 1081-1099.
  5. Manning, Willard G. & Mullahy, John, 2001. "Estimating log models: to transform or not to transform?," Journal of Health Economics, Elsevier, vol. 20(4), pages 461-494, July.
  6. Teresa Bago d'Uva, 2006. "Latent class models for utilisation of health care," Health Economics, John Wiley & Sons, Ltd., vol. 15(4), pages 329-343.
  7. Blough, David K. & Madden, Carolyn W. & Hornbrook, Mark C., 1999. "Modeling risk using generalized linear models," Journal of Health Economics, Elsevier, vol. 18(2), pages 153-171, April.
  8. Geweke, John & Keane, Michael, 2007. "Smoothly mixing regressions," Journal of Econometrics, Elsevier, vol. 138(1), pages 252-290, May.
  9. John Geweke, 2004. "Getting It Right: Joint Distribution Tests of Posterior Simulators," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 799-804, January.
  10. Manning, Willard G. & Basu, Anirban & Mullahy, John, 2005. "Generalized modeling approaches to risk adjustment of skewed outcomes data," Journal of Health Economics, Elsevier, vol. 24(3), pages 465-488, May.
  11. Mullahy, John, 1998. "Much ado about two: reconsidering retransformation and the two-part model in health econometrics," Journal of Health Economics, Elsevier, vol. 17(3), pages 247-281, June.
  12. Otter, Thomas, 2006. "Contemporary Bayesian Econometrics and Statistics. John Geweke," Journal of the American Statistical Association, American Statistical Association, vol. 101, pages 1313-1314, September.
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