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calibration 1conformal prediction 1prediction intervals 1regular variation 1tail allocation 1

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stat.ME2026

Geometry of tail allocation in conformal prediction intervals

Tianying Wang

The paper studies how allocating miscoverage between the upper and lower tails of a two‑sided conformal prediction interval influences its length, deriving asymptotic formulas for…