Specification tests for the sample selection and two-part models

Health Services and Outcomes Research Methodology - Tập 8 Số 4 - Trang 201-208 - 2008
Edward C. Norton1, William H. Dow2, Young Kyung3
1Department of Health Management and Policy, 109 S. Observatory, University of Michigan, Ann Arbor, MI, 48109-2029, USA
2Division of Health Policy and Management, University of California at Berkeley, Berkeley, USA
3Department of Health Policy and Administration, University of North Carolina at Chapel Hill, Chapel Hill, USA

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Tài liệu tham khảo

Ai, C., Norton, E.C.: Standard errors for the retransformation problem with heteroscedasticity. J. Health Econ. 19(5), 697–718 (2000)

Belsley, D., Kuh, E., Welsch, R.: Regression Diagnostics: Identifying Influential Data and Sources of Collinearity. Wiley, New York (1980)

Dow, W.H., Norton, E.C.: Choosing between and interpreting the heckit and two-part models for corner solutions. Health Serv. Outcomes Res. Methodol. 4, 5–18 (2003)

Duan, N., Manning, W.G., Morris, C.N., Newhouse, J.P.: A comparison of alternative models for the demand for medical care. J. Bus. Econ. Stat. 1, 115–126 (1983)

Duan, N., Manning, W.G., Morris, C.N., Newhouse, J.P.: Choosing between the sample-selection model and the multi-part model. J. Bus. Econ. Stat. 2, 283–289 (1984)

Gilleskie, D.B., Mroz, T.A.: A flexible approach for estimating the effects of covariates on health expenditures. J. Health Econ. 23(2), 391–418 (2004)

Hay, J.W., Leu, R., Fohrer, P.: Ordinary least squares and sample-selection models of health-care demand. J. Bus. Econ. Stat. 5, 499–506 (1987)

Heckman, J.J.: Sample selection bias as a specification error. Econometrica 47, 153–161 (1979)

Jones, A.M.: Health Econometrics. In: Culyer, A.J., Newhouse, J.P. (eds.) Handbook of Health Economics, pp. 265–344. North Holland, Amsterdam (2000)

Leung, S.F., Yu, S.: On the choice between sample selection and two-part models. J. Economet. 72, 197–229 (1996)

Manning, W.G.: The logged dependent variable, heteroscedasticity, and the retransformation problem. J. Health Econ. 17, 283–296 (1998)

Manning, W.G., Duan, N., Rogers, W.H.: Monte Carlo evidence on the choice between sample selection and two-part models. J. Economet. 35, 59–82 (1987)

Melino, A.: Testing for sample selection bias. Rev. Econ. Stud. 49(1), 151–153 (1982)

Mullahy, J.: Much ado about two: reconsidering retransformation and the two-part model in health econometrics. J. Health Econ. 17(3), 247–281 (1998)

Newhouse, J.P.: Free for all? Lessons from the RAND Health Insurance Experiment, Harvard University Press, Cambridge (1993)

Toro-Vizcarrondo, C., Wallace, T.D.: A test of the mean square error criterion for restrictions in linear regression. J. Am. Stat. Assoc. 63(322), 558–572 (1968)