We typically choose between a symmetric and skewed distribution on the basis of realism.

Question

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Choosing between a symmetric and skewed distribution often depends on the realism of the distribution in representing real-world data. Symmetric distributions are used when data is evenly spread around a central point, while skewed distributions are chosen to represent data that leans towards one side, reflecting more accurately the nature of certain datasets.

We Typically Choose Between a Symmetric and Skewed Distribution on the Basis