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Semi-parametric Estimation of Simultaneous Equations with Limited Dependent Variables: A Case Study of Female Labour Supply

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  • Lee, Myoung-Jae

Abstract

We propose a general strategy to estimate semi-parametrically simultaneous equations with limited dependent variables. First, each reduced form (RF) is estimated with various semi-parametric methods. Second, the specification of each RF is tested to select an appropriate method. Third, the structural form (SF) equations are estimated using minimum distance methods and the restrictions among the SF and RF parameters. A case study of female labour supply is presented. Copyright 1995 by John Wiley & Sons, Ltd.

Suggested Citation

  • Lee, Myoung-Jae, 1995. "Semi-parametric Estimation of Simultaneous Equations with Limited Dependent Variables: A Case Study of Female Labour Supply," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(2), pages 187-200, April-Jun.
  • Handle: RePEc:jae:japmet:v:10:y:1995:i:2:p:187-200
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    Cited by:

    1. Changhui Kang & Myoung-jae Lee, 2010. "Performance Of Various Estimators For Censored Response Models With Endogenous Regressors," Pacific Economic Review, Wiley Blackwell, vol. 15(4), pages 447-463, October.
    2. Tao Chen & Gautam Tripathi, 2014. "A simple consistent test of conditional symmetry in symmetrically trimmed tobit models," CREA Discussion Paper Series 14-04, Center for Research in Economic Analysis, University of Luxembourg.
    3. Brian Roe & Leslie Whittington & Sara Fein & Mario Teisl, 1999. "Is there competition between breast-feeding and maternal employment?," Demography, Springer;Population Association of America (PAA), vol. 36(2), pages 157-171, May.
    4. Daiji Kawaguchi & Yukitoshi Matsushita & Hisahiro Naito, 2017. "Moment Estimation of the Probit Model with an Endogenous Continuous Regressor," The Japanese Economic Review, Japanese Economic Association, vol. 68(1), pages 48-62, March.
    5. Aldershof, T., 1999. "Female labor supply and housing decisions," Other publications TiSEM c62f938a-f79c-4da9-9c8e-9, Tilburg University, School of Economics and Management.
    6. Mette Ejrnæs & Stefan Hochguertel, 2008. "Entrepreneurial Moral Hazard in Income Insurance: Empirical Evidence from a Large Administrative Sample," CAM Working Papers 2008-02, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
    7. Kamhon Kan & Chihwa Kao, 2005. "Simulation-Based Two-Step Estimation with Endogenous Regressors," Center for Policy Research Working Papers 76, Center for Policy Research, Maxwell School, Syracuse University.
    8. Daisuke Nagakura & Masahito Kobayashi, 2009. "Testing The Sequential Logit Model Against The Nested Logit Model," The Japanese Economic Review, Japanese Economic Association, vol. 60(3), pages 345-361.
    9. Hochgürtel, S., 1997. "Precautionary Motives and Portfolio Decisions," Discussion Paper 1997-55, Tilburg University, Center for Economic Research.
    10. Georges Dionne & Thouraya Triki, 2013. "On risk management determinants: what really matters?," The European Journal of Finance, Taylor & Francis Journals, vol. 19(2), pages 145-164, February.
    11. Leandro M. Magnusson, 2008. "Tests in Censored Models when the Structural Parameters Are Not Identified," Working Papers 0802, Tulane University, Department of Economics.
    12. Chen, Tao & Tripathi, Gautam, 2017. "A simple consistent test of conditional symmetry in symmetrically trimmed tobit models," Journal of Econometrics, Elsevier, vol. 198(1), pages 29-40.

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