Estimates the tail index (shape parameter) using the Hill estimator, a simple non-parametric method for heavy-tailed distributions. The tail index determines how fat the tails are - higher values indicate heavier tails and more extreme events. Used for quick tail risk assessment and for calibrating more sophisticated models.
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Loss or return data for tail analysis
100[-0.02, -0.06, -0.04, -0.09]