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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. Mo, Kun & Suvankulov, Farrukh & Griffiths, Sophie, 2021. "Financial distress and commodity hedging: Evidence from Canadian oil firms," Energy Economics, Elsevier, vol. 97(C).
    2. Giovanni Facchini & Johannes Van Biesebroeck & Gerald Willmann, 2006. "Protection for sale with imperfect rent capturing," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 39(3), pages 845-873, August.
    3. 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.
    4. 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.
    5. Leandro M. Magnusson, 2010. "Inference in limited dependent variable models robust to weak identification," Econometrics Journal, Royal Economic Society, vol. 13(3), pages 56-79, October.
    6. 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, September.
    7. Hochgürtel, S., 1997. "Precautionary Motives and Portfolio Decisions," Discussion Paper 1997-55, Tilburg University, Center for Economic Research.
    8. 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.
    9. Leandro M. Magnusson, 2008. "Tests in Censored Models when the Structural Parameters Are Not Identified," Working Papers 0802, Tulane University, Department of Economics.
    10. 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.
    11. 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.
    12. Steven Buccola & David Ervin & Hui Yang, 2009. "Research Choice and Finance in University Bioscience," Southern Economic Journal, John Wiley & Sons, vol. 75(4), pages 1238-1255, April.
    13. Hochgürtel, S., 1997. "Precautionary Motives and Portfolio Decisions," Other publications TiSEM a6aa05be-cbd8-4f92-ac8e-8, Tilburg University, School of Economics and Management.
    14. Aldershof, T., 1999. "Female labor supply and housing decisions," Other publications TiSEM c62f938a-f79c-4da9-9c8e-9, Tilburg University, School of Economics and Management.
    15. 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.
    16. 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.
    17. Eoghan O'Neill, 2022. "Type I Tobit Bayesian Additive Regression Trees for Censored Outcome Regression," Papers 2211.07506, arXiv.org, revised Feb 2024.
    18. Stefan Sperlich & Juan M. Rodríguez-Póo & Ana I. Fernández, 2005. "Semiparametric three-step estimation methods for simultaneous equation systems," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(6), pages 699-721.
    19. Lixin Cai, 2009. "Estimation of simultaneous equation models with latent dependent variables: a Monte Carlo evaluation," Applied Economics Letters, Taylor & Francis Journals, vol. 16(11), pages 1107-1112.

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