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Are Output Growth-Rate Distributions Fat-Tailed? Some Evidence from OECD Countries

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  • Giorgio Fagiolo

    (Corresponding author, Dipartimento di Scienze economiche (Università di Verona))

  • Mauro Napoletano
  • Andrea Roventini

Abstract

This work explores some distributional properties of aggregate output growth-rate time series. We show that, in the majority of OECD countries, output growth-rate distributions are well-approximated by symmetric exponential-power densities with tails much fatter than those of a Gaussian. Fat tails robustly emerge in output growth rates independently of: (i) the way we measure aggregate output; (ii) the family of densities employed in the estimation; (iii) the length of time lags used to compute growth rates. We also show that fat tails still characterize output growth-rate distributions even after one washes away outliers, autocorrelation and heteroscedasticity.

Suggested Citation

  • Giorgio Fagiolo & Mauro Napoletano & Andrea Roventini, 2006. "Are Output Growth-Rate Distributions Fat-Tailed? Some Evidence from OECD Countries," Working Papers 36/2006, University of Verona, Department of Economics.
  • Handle: RePEc:ver:wpaper:36/2006
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    More about this item

    Keywords

    Output Growth-Rate Distributions; Normality; Fat Tails; Time Series; Exponential-Power Distributions; Laplace Distributions; Output Dynamics.;
    All these keywords.

    JEL classification:

    • C1 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General
    • E3 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles

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