Analytic Combinatorics
The quantile function is a statistical function that determines the value below which a given percentage of observations in a dataset falls. It essentially provides a way to identify thresholds or cutoff points in probability distributions, helping to summarize data and assess its distributional properties. In the context of extreme value distributions, the quantile function plays a critical role in identifying the behavior of maximum or minimum values and assessing risk in extreme scenarios.
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