Tails of distribution refer to the extreme ends of a probability distribution where values are less frequent but can have significant impacts on statistical analysis and decision-making. Understanding the tails is crucial as they often represent rare events or outliers that can affect variance and lead to underestimating risk if not accounted for properly, especially in the context of variance reduction methods.
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