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Estimation of sample-selection models by the maximum likelihood method

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  • Nawata, Kazumitsu

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  • Nawata, Kazumitsu, 1995. "Estimation of sample-selection models by the maximum likelihood method," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 39(3), pages 299-303.
    • Handle: RePEc:eee:matcom:v:39:y:1995:i:3:p:299-303
    DOI: 10.1016/0378-4754(94)00074-1
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    References listed on IDEAS

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    1. 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.
    2. Nelson, Forrest D., 1984. "Efficiency of the two-step estimator for models with endogenous sample selection," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 181-196.
    3. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    4. Mroz, Thomas A, 1987. "The Sensitivity of an Empirical Model of Married Women's Hours of Work to Economic and Statistical Assumptions," Econometrica, Econometric Society, vol. 55(4), pages 765-799, July.
    5. Olsen, Randall J, 1982. "Distributional Tests for Selectivity Bias and a More Robust Likelihood Estimator," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 23(1), pages 223-240, February.
    6. 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.
    7. Paarsch, Harry J., 1984. "A Monte Carlo comparison of estimators for censored regression models," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 197-213.
    8. Heckman, James J, 1974. "Shadow Prices, Market Wages, and Labor Supply," Econometrica, Econometric Society, vol. 42(4), pages 679-694, July.
    9. Nawata, Kazumitsu, 1993. "A note on the estimation of models with sample-selection biases," Economics Letters, Elsevier, vol. 42(1), pages 15-24.
    10. Wales, T J & Woodland, A D, 1980. "Sample Selectivity and the Estimation of Labor Supply Functions," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 21(2), pages 437-468, June.
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    Cited by:

    1. Midori Wakabayashi & Charles Yuji Horioka, 2005. "Borrowing Constraints and Consumption Behavior in Japan," NBER Working Papers 11560, National Bureau of Economic Research, Inc.
    2. Takashi Yamagata & Chris Orme, 2005. "On Testing Sample Selection Bias Under the Multicollinearity Problem," Econometric Reviews, Taylor & Francis Journals, vol. 24(4), pages 467-481.
    3. repec:ebl:ecbull:v:3:y:2007:i:54:p:1-10 is not listed on IDEAS
    4. Nawata, Kazumitsu & Ii, Masako, 2004. "Estimation of the labor participation and wage equation model of Japanese married women by the simultaneous maximum likelihood method," Journal of the Japanese and International Economies, Elsevier, vol. 18(3), pages 301-315, September.
    5. Nawata, Kazumitsu, 2004. "Estimation of the female labor supply models by Heckman’s two-step estimator and the maximum likelihood estimator," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 64(3), pages 385-392.
    6. Agovino, Massimiliano & Cerciello, Massimiliano & D'Isanto, Federica, 2021. "Religious participation and attitude towards LGBT+ communities. The case of Italy," Socio-Economic Planning Sciences, Elsevier, vol. 78(C).

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