Type-II Error Bounds for Test Supermartingales from Lower-Tail Hypotheses

arXiv:2609.27766 · math.ST, cs.IT, cs.LG, math.IT, math.PR, stat.ML, stat.TH · Submitted 2026-08-19 · Read on arXiv

math.ST, cs.IT, cs.LG, math.IT, math.PR, stat.ML, stat.TH

Submitted: 2026-08-19

Updated: 2026-08-19

Terminology

• Adaptivity — 1× in this paper · explained in 1 episode
• Aggregation — 1× in this paper · explained in 1 episode

Sources

• Sequential Nonparametric Testing with the Law of the Iterated Logarithm
• Empirical Bernstein Bounds and Sample Variance Penalization

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