stat.ME · 2026-07-20 · No. 59

Methodology, 2026-07-20.

1 new papers in stat.ME. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Aggregation of Statistical Evidence under Exchangeability

    Antonin Schrab, Rajen Shah, Arthur Gretton, Ilmun Kim

    stat.ME · cs.LG · math.ST · stat.ML

    We study aggregation of statistical evidence under unknown and potentially complex dependence using group-invariance. Building on permutation-based constructions that treat transformed datasets as exchangeable units, we aggregate evidence across statistics for each transformed dataset and calibrate the resulting aggregates across transformations. We develop a finite-sample power and adaptivity theory for this framework, together with...

    arxiv.org/abs/2607.15823 · PDF

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