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Estimation Of Threshold Distributions For Market Participation

Author

Listed:
  • Mattia Guerini

    (SSSUP - Scuola Universitaria Superiore Sant'Anna = Sant'Anna School of Advanced Studies [Pisa], OFCE - Observatoire français des conjonctures économiques (Sciences Po) - Sciences Po - Sciences Po)

  • Patrick Musso

    (GREDEG - Groupe de Recherche en Droit, Economie et Gestion - UNS - Université Nice Sophia Antipolis (1965 - 2019) - CNRS - Centre National de la Recherche Scientifique - UniCA - Université Côte d'Azur)

  • Lionel Nesta

    (OFCE - Observatoire français des conjonctures économiques (Sciences Po) - Sciences Po - Sciences Po)

Abstract

We develop a new method to estimate the parameters of threshold distributions for market participation based upon an agent-specific attribute and its decision outcome. This method requires few behavioral assumptions, is not data demanding, and can adapt to various parametric distributions. Monte Carlo simulations show that the algorithm successfully recovers three different parametric distributions and is resilient to assumption violations. An application to export decisions by French firms shows that threshold distributions are generally right-skewed. We then reveal the asymmetric effects of past policies over different quantiles of the threshold distributions.

Suggested Citation

  • Mattia Guerini & Patrick Musso & Lionel Nesta, 2020. "Estimation Of Threshold Distributions For Market Participation," SciencePo Working papers Main hal-03389192, HAL.
    • Handle: RePEc:hal:spmain:hal-03389192
    Note: View the original document on HAL open archive server: https://sciencespo.hal.science/hal-03389192
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    References listed on IDEAS

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    More about this item

    Keywords

    Parametric distributions of thresholds; Maximum likelihood estimation; Fixed costs; Export decision;
    All these keywords.

    JEL classification:

    • C40 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - General
    • D01 - Microeconomics - - General - - - Microeconomic Behavior: Underlying Principles
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade

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