Manuscript Psy04-B@1 · Psy04-B-v1.tex · theorem · 62c2b6f0

Theorem: Fixed-sample exclusion certificate

Finite-sample exclusion conditional on the cut · lines 2109–2150 · proof included or linked

Psy04-B@1#thm:test, Psy04-B@1#eq:test

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Under Assumption ass:history,

for every classical null. For predeclared and , define

The rejection rule

has Type-I error at most , uniformly over the declared classical null.

For constant , it becomes

Proof. Condition on the pre-run state and history. The fresh classical cut gives the bound ; the conditional complete-law discrepancy adds at most . Average any hidden pre-run state.

Since

Lemma lem:concentration proves the rejection bound.

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