A rank-based skewness coefficient and a four-point summary graph are proposed, but simulations show mixed performance against existing measures.
Comparing Measures of Sample Skewness and Kurtosis,
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A New Approach to Determine the Coefficient of Skewness and An Alternative Form of Boxplot
A rank-based skewness coefficient and a four-point summary graph are proposed, but simulations show mixed performance against existing measures.