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Interpret kurtosis.


Kurtosis measures the peakedness of a distribution and the probability of extreme outcomes (thickness of tails):

  • Excess kurtosis is measured relative to a normal distribution, which has a kurtosis of 3.
  • Positive values of excess kurtosis indicate a distribution that is leptokurtic (fat tails, more peaked), so the probability of extreme outcomes is greater than for a normal distribution.
  • Negative values of excess kurtosis indicate a platykurtic distribution (thin tails, less peaked).

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