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Tobit at fifty: a brief history of Tobin's remarkable estimator, of related empirical methods, and of limited dependent variable econometrics in health economics

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  • Kohei Enami
  • John Mullahy

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  • Kohei Enami & John Mullahy, 2009. "Tobit at fifty: a brief history of Tobin's remarkable estimator, of related empirical methods, and of limited dependent variable econometrics in health economics," Health Economics, John Wiley & Sons, Ltd., vol. 18(6), pages 619-628, June.
    • Handle: RePEc:wly:hlthec:v:18:y:2009:i:6:p:619-628
    DOI: 10.1002/hec.1491
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    2. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    3. Powell, James L, 1986. "Symmetrically Trimmed Least Squares Estimation for Tobit Models," Econometrica, Econometric Society, vol. 54(6), pages 1435-1460, November.
    4. Jose M. Labeaga, 1993. "Individual behaviour and tobacco consumption: A panel data approach," Health Economics, John Wiley & Sons, Ltd., vol. 2(2), pages 103-112, July.
    5. Manning, W. G. & Duan, N. & Rogers, W. H., 1987. "Monte Carlo evidence on the choice between sample selection and two-part models," Journal of Econometrics, Elsevier, vol. 35(1), pages 59-82, May.
    6. Acton, Jan Paul, 1975. "Nonmonetary Factors in the Demand for Medical Services: Some Empirical Evidence," Journal of Political Economy, University of Chicago Press, vol. 83(3), pages 595-614, June.
    7. Arabmazar, Abbas & Schmidt, Peter, 1982. "An Investigation of the Robustness of the Tobit Estimator to Non-Normality," Econometrica, Econometric Society, vol. 50(4), pages 1055-1063, July.
    8. Orcutt, Guy H., 1990. "From engineering to microsimulation : An autobiographical reflection," Journal of Economic Behavior & Organization, Elsevier, vol. 14(1), pages 5-27, September.
    9. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
    10. Duan, Naihua, et al, 1984. "Choosing between the Sample-Selection Model and the Multi-part Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(3), pages 283-289, July.
    11. Powell, James L., 1984. "Least absolute deviations estimation for the censored regression model," Journal of Econometrics, Elsevier, vol. 25(3), pages 303-325, July.
    12. James Tobin, 1955. "The Application of Multivariate Probit Analysis to Economic Survey Data," Cowles Foundation Discussion Papers 1, Cowles Foundation for Research in Economics, Yale University.
    13. Arabmazar, Abbas & Schmidt, Peter, 1981. "Further evidence on the robustness of the Tobit estimator to heteroskedasticity," Journal of Econometrics, Elsevier, vol. 17(2), pages 253-258, November.
    14. Harold W. Watts, 1991. "Distinguished Fellow: An Appreciation of Guy Orcutt," Journal of Economic Perspectives, American Economic Association, vol. 5(1), pages 171-179, Winter.
    15. Andrew M. Jones, 2012. "health econometrics," The New Palgrave Dictionary of Economics,, Palgrave Macmillan.
    16. Rosett, Richard N & Huang, Lien-fu, 1973. "The Effect of Health Insurance on the Demand for Medical Care," Journal of Political Economy, University of Chicago Press, vol. 81(2), pages 281-305, Part I, M.
    17. Newhouse, Joseph P, 1987. "Health Economics and Econometrics," American Economic Review, American Economic Association, vol. 77(2), pages 269-274, May.
    18. Shiller, Robert J., 1999. "The Et Interview: Professor James Tobin," Econometric Theory, Cambridge University Press, vol. 15(6), pages 867-900, December.
    19. Frank A. Sloan & Somchai Richupan, 1975. "Short-Run Supply Responses of Professional Nurses: A Microanalysis," Journal of Human Resources, University of Wisconsin Press, vol. 10(2), pages 241-257.
    20. Jerry A. Hausman & Bart D. Ostro & David A. Wise, 1984. "Air Pollution and Lost Work," NBER Working Papers 1263, National Bureau of Economic Research, Inc.
    21. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    22. Newhouse, Joseph P. & Phelps, Charles E. & Marquis, M. Susan, 1980. "On having your cake and eating it too : Econometric problems in estimating the demand for health services," Journal of Econometrics, Elsevier, vol. 13(3), pages 365-390, August.
    23. Willard G. Manning Jr. & Charles E. Phelps, 1979. "The Demand for Dental Care," Bell Journal of Economics, The RAND Corporation, vol. 10(2), pages 503-525, Autumn.
    24. Hay, Joel W & Olsen, Randall J, 1984. "Let Them Eat Cake: A Note on Comparing Alternative Models of the Demand for Medical Care," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(3), pages 279-282, July.
    25. Lin, Tsai-Fen & Schmidt, Peter, 1984. "A Test of the Tobit Specification against an Alternative Suggested by Cragg," The Review of Economics and Statistics, MIT Press, vol. 66(1), pages 174-177, February.
    26. Duan, Naihua, et al, 1983. "A Comparison of Alternative Models for the Demand for Medical Care," Journal of Business & Economic Statistics, American Statistical Association, vol. 1(2), pages 115-126, April.
    27. Zellner, Arnold, 1990. "Guy H. Orcutt : Contributions to economic statistics," Journal of Economic Behavior & Organization, Elsevier, vol. 14(1), pages 43-51, September.
    28. Olsen, Randall J, 1978. "Note on the Uniqueness of the Maximum Likelihood Estimator for the Tobit Model," Econometrica, Econometric Society, vol. 46(5), pages 1211-1215, September.
    29. James Tobin, 1956. "Estimation of Relationships for Limited Dependent Variables," Cowles Foundation Discussion Papers 3R, Cowles Foundation for Research in Economics, Yale University.
    30. Karen Davis & Roger Reynolds, 1975. "Medicare and the Utilization of Health Care Services by the Elderly," Journal of Human Resources, University of Wisconsin Press, vol. 10(3), pages 361-377.
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    1. Marcelo Coca Perraillon & Ya-Chen Tina Shih & Ronald A. Thisted, 2015. "Predicting the EQ-5D-3L Preference Index from the SF-12 Health Survey in a National US Sample," Medical Decision Making, , vol. 35(7), pages 888-901, October.

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