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Are output growth-rate distributions fat-tailed? Some evidence from OECD countries

Author

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  • Giorgio Fagiolo

    (LEM - Laboratory of Economics and Management - SSSUP - Scuola Universitaria Superiore Sant'Anna = Sant'Anna School of Advanced Studies [Pisa])

  • Mauro Napoletano

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

  • Andrea Roventini

    (Department of Economics - Tilburg University [Netherlands])

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 hal-01065643, HAL.
  • Handle: RePEc:hal:wpaper:hal-01065643
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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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