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Switching Models with Self-Selection: Self-Employment in Hungary

  • Ira N. Gang

    ()

    (Rutgers University)

  • Catherine Y. Co

    ()

    (University of Central Florida)

  • Myeong-Su Yun

    ()

    (University of Western Ontario)

We estimate the determinants of earnings for both the self-employed and wage/salary sectors in an economy undergoing transition from socialism to greater market orientation. We adopt a (full information) MLE methodology in addition to Heckman's two-step method, while taking both participation and self-employment decisions into account. We use the Hungarian Household Panel Survey for 1994. We find that the return to characteristics are not significantly different between self-employed and wage/salary sectors. However, when we also account for the dispersion of earnings, the structure of the earnings between the self- and wage/salary employed are different

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Paper provided by Rutgers University, Department of Economics in its series Departmental Working Papers with number 199912.

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Date of creation: 18 Aug 1999
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Handle: RePEc:rut:rutres:199912
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  1. John C. Ham, 1982. "Estimation of a Labour Supply Model with Censoring Due to Unemployment and Underemployment," Review of Economic Studies, Oxford University Press, vol. 49(3), pages 335-354.
  2. Ira N. Gang & Catherine Y. Co & Myeong-Su Yun, 1999. "Returns to Returning," Departmental Working Papers 199813, Rutgers University, Department of Economics.
  3. Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-61, January.
  4. Sumner, Daniel A, 1981. "Wage Functions and Occupational Selection in a Rural Less Developed Country Setting," The Review of Economics and Statistics, MIT Press, vol. 63(4), pages 513-19, November.
  5. Evans, David S & Leighton, Linda S, 1989. "Some Empirical Aspects of Entrepreneurship," American Economic Review, American Economic Association, vol. 79(3), pages 519-35, June.
  6. Andrew M. Yuengert, 1995. "Testing Hypotheses of Immigrant Self-Employment," Journal of Human Resources, University of Wisconsin Press, vol. 30(1), pages 194-204.
  7. Kennedy, Peter E, 1981. "Estimation with Correctly Interpreted Dummy Variables in Semilogarithmic Equations [The Interpretation of Dummy Variables in Semilogarithmic Equations]," American Economic Review, American Economic Association, vol. 71(4), pages 801, September.
  8. Gill, Andrew M, 1988. "Choice of Employment Status and the Wages of Employees and the Self-employed: Some Further Evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 3(3), pages 229-34, July-Sept.
  9. Moffitt, Robert, 1983. "An Economic Model of Welfare Stigma," American Economic Review, American Economic Association, vol. 73(5), pages 1023-35, December.
  10. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-70, May.
  11. Blau, David M., 1986. "Self-employment, earnings, and mobility in Peninsular Malaysia," World Development, Elsevier, vol. 14(7), pages 839-852, July.
  12. Koop, Gary & Poirier, Dale J., 1997. "Learning about the across-regime correlation in switching regression models," Journal of Econometrics, Elsevier, vol. 78(2), pages 217-227, June.
  13. Iyigun, Murat F & Owen, Ann L, 1998. "Risk, Entrepreneurship, and Human-Capital Accumulation," American Economic Review, American Economic Association, vol. 88(2), pages 454-57, May.
  14. Heckman, James J, 1978. "Dummy Endogenous Variables in a Simultaneous Equation System," Econometrica, Econometric Society, vol. 46(4), pages 931-59, July.
  15. Fishe, Raymond P. H. & Trost, R. P. & Lurie, Philip M., 1981. "Labor force earnings and college choice of young women: An examination of selectivity bias and comparative advantage," Economics of Education Review, Elsevier, vol. 1(2), pages 169-191, April.
  16. Maddala, G.S., 1986. "Disequilibrium, self-selection, and switching models," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 3, chapter 28, pages 1633-1688 Elsevier.
  17. Kihlstrom, Richard E & Laffont, Jean-Jacques, 1979. "A General Equilibrium Entrepreneurial Theory of Firm Formation Based on Risk Aversion," Journal of Political Economy, University of Chicago Press, vol. 87(4), pages 719-48, August.
  18. Vijverberg, Wim P. M., 1993. "Measuring the unidentified parameter of the extended Roy model of selectivity," Journal of Econometrics, Elsevier, vol. 57(1-3), pages 69-89.
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