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Added hit_rate, best_period_return, worst_period_return, and best_worst_period_return helpers for single-period return summaries.
Changed
Reused a two-pass central-moment summary in Gaussian and Cornish-Fisher VaR and expected shortfall calculations, avoiding repeated scans for mean, variance, skewness, and kurtosis.
Reworked historical expected shortfall to select only the tail boundary and accumulate the selected tail directly, avoiding a partial sort of the full tail.
Fixed
Made Cornish-Fisher kurtosis use mean-centered moments so it is translation invariant.