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The skewness and kurtosis parameters are generally thought to represent the following characteristics of the population cdf, respectively, the center...

  1. The skewness and kurtosis parameters are generally thought to represent the following characteristics of the population cdf, respectively,
  2. the center and spread in the distribution
  3. the heaviness of the tails and deviation from normality of the distribution
  4. the deviation from symmetry and concentration in the tails of the distribution
  5. the deviation from symmetry and concentration in the tails and/or the peakedness of the distribution
  6. none of the above
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