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Binary choice model with interactive effects

Author

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  • Xue, Sen
  • Yang, Thomas Tao
  • Zhou, Qiankun

Abstract

This paper considers the estimation of binary choice model with interactive effects. We propose an estimator via combining the projection method (Mundlak, 1978) and the special regressor method (Lewbel, 2000a). The proposed estimator requires mild distribution assumptions on unobservables. The asymptotic property of this estimator is established. Our estimator performs well in Monte Carlo simulations. We apply this estimator to study migration intention of rural residents in China. The results suggest that numbers of co-habiting children and elderly are negatively correlated with migration intention.

Suggested Citation

  • Xue, Sen & Yang, Thomas Tao & Zhou, Qiankun, 2018. "Binary choice model with interactive effects," Economic Modelling, Elsevier, vol. 70(C), pages 338-350.
    • Handle: RePEc:eee:ecmode:v:70:y:2018:i:c:p:338-350
    DOI: 10.1016/j.econmod.2017.08.002
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    References listed on IDEAS

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    Cited by:

    1. Ye, Xiaoqing & Xu, Juan & Wu, Xiangjun, 2018. "Estimation of an unbalanced panel data Tobit model with interactive effects," Journal of choice modelling, Elsevier, vol. 28(C), pages 108-123.
    2. Akua Agyeiwaa-Afrane & Kofi A. A-O. Agyei-Henaku & Charlotte Badu-Prah & Francis Srofenyoh & Ferguson K. Gidiglo & James K. A. Amezi & Justice G. Djokoto, 2023. "Drivers of Ghanaians’ approval of the electronic levy," SN Business & Economics, Springer, vol. 3(1), pages 1-20, January.
    3. Xin, Kai & Zhang, ZhengYu & Zhou, YaHong & Zhu, PingFang, 2021. "Time-varying individual effects in a panel data probit model with an application to female labor force participation," Economic Modelling, Elsevier, vol. 95(C), pages 181-191.
    4. Jie Wei & Yonghui Zhang, 2022. "Panel Probit Models with Time‐Varying Individual Effects: Reestimating the Effects of Fertility on Female Labour Participation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(4), pages 799-829, August.
    5. Ouyang, Fu & Yang, Thomas Tao & Zhang, Hanghui, 2020. "Semiparametric identification and estimation of discrete choice models for bundles," Economics Letters, Elsevier, vol. 193(C).

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    More about this item

    Keywords

    Binary choice model; Interactive effects; Projection method; Partition regression; Special regressor;
    All these keywords.

    JEL classification:

    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
    • C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis

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