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Systematic discovery & rigorous validation of statistical anomalies in open HF market data (hfmarketdata.io) — pre-registered, artifact-null-driven, fully reproducible. Live atlas: www.anomaly-atlas.io

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1---2project: anomaly-atlas3document: Validation methodology4author: Simon-Pierre Boucher5contact: contact@spboucher.ai6data_source: hfmarketdata.io7created: 2026-08-128status: draft9---1011# Validation methodology1213*Phase 9 output. Not yet written.* The pre-registered protocol that turns14(hypothesis + universe + split) into a confidence-labeled atlas entry.15