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The shape of a probability distribution is often summarized by the distribution’s skewness and kurtosis. However, alternative measures of skewness and kurtosis based on L moments quantify deviations from the Normal distribution in a way that is more concordant with the powers of goodness-of-fit tests of Normality. © 1992 American Statistical Association.
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Hydrological Sciences Journal
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KDD 2009