Shared-Permutation Method Aggregates Dependent Tests Without Bonferroni Conservatism

Antonin Schrab, Rajen Shah, Arthur Gretton and Ilmun Kim published an arXiv paper on aggregating dependent statistical tests via shared permutations, avoiding the excessive conservatism of Bonferroni-type corrections with finite-sample validity.

2026-10-30 ~ 2026-10-30 · 2 related posts

• Aggregating statistical evidence under exchangeability: Schrab et al. beat Bonferroni's conservatism — _onionesque · 2026-10-30
• New method combines dependent tests via shared permutations, avoiding Bonferroni's conservatism — _onionesque · 2026-10-30