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Practical guidelines for the estimation and inference of a dynamic logistic model with fixed-effects

Author

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  • Aeberhardt, Romain
  • Davezies, Laurent

Abstract

This paper shows how to simply compute one of the estimators proposed by Honoré and Kyriazidou (2000), as well as its variance, through a reshaping of the original dataset that is then used in a weighted logistic regression with clustering.

Suggested Citation

  • Aeberhardt, Romain & Davezies, Laurent, 2012. "Practical guidelines for the estimation and inference of a dynamic logistic model with fixed-effects," Economics Letters, Elsevier, vol. 115(2), pages 300-304.
  • Handle: RePEc:eee:ecolet:v:115:y:2012:i:2:p:300-304
    DOI: 10.1016/j.econlet.2011.12.061
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    References listed on IDEAS

    as
    1. Newey, Whitney K, 1991. "Uniform Convergence in Probability and Stochastic Equicontinuity," Econometrica, Econometric Society, vol. 59(4), pages 1161-1167, July.
    2. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54.
    3. Bo E. Honoré & Ekaterini Kyriazidou, 2000. "Panel Data Discrete Choice Models with Lagged Dependent Variables," Econometrica, Econometric Society, vol. 68(4), pages 839-874, July.
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    Cited by:

    1. Pauline Givord & Lionel Wilner, 2015. "When Does the Stepping‐Stone Work? Fixed‐Term Contracts Versus Temporary Agency Work in Changing Economic Conditions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(5), pages 787-805, August.
    2. Richard Duhautois & Christine Erhel & Mathilde Guergoat-Larivière, 2018. "State Dependence and Labor Market Transitions in the European Union," Annals of Economics and Statistics, GENES, issue 131, pages 59-82.
    3. Hélène Couprie & Xavier Joutard, 2017. "Atypical Employment and Prospects of the Youth on the Labor Market in a Crisis Context," THEMA Working Papers 2017-08, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.

    More about this item

    Keywords

    Conditional logit; State dependence; Incidental parameters; Markovian process;

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search

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