The sample skewness formula is a statistical measure that quantifies the asymmetry of the probability distribution of a real-valued random variable. It helps to determine whether the data distribution leans towards the left or right side, which provides insights into the underlying patterns and behaviors of the data. Understanding skewness is crucial for interpreting higher-order moments, as it plays a significant role in understanding the shape and characteristics of data distributions.
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