--- project: anomaly-atlas document: Literature notes index author: Simon-Pierre Boucher contact: contact@spboucher.ai data_source: hfmarketdata.io created: 2026-08-12 status: draft --- # Phase 1 literature notes One note file per theme (CLAUDE.md §4.1-4.6), all sources verified via OpenAlex on 2026-08-12: - [mean_reversion_leadlag.md](mean_reversion_leadlag.md) — Q1/Q2 founding results, lead-lag vs its artifact twin, decay evidence - [calendar_effects.md](calendar_effects.md) — Q3 classics, intraday momentum, what survived (turn-of-month) vs what died - [multiple_testing_snooping.md](multiple_testing_snooping.md) — §4.2, the most important: RC/SPA/StepM/FDR/DSR/PBO + finance base rates - [microstructure_artifacts.md](microstructure_artifacts.md) — §4.3: Roll, Blume-Stambaugh, Fisher, microstructure noise - [timeseries_methodology.md](timeseries_methodology.md) — §4.4: VR pitfalls, Lo R/S, Granger caveats, block bootstrap, CPCV, Bai-Perron - [transaction_costs.md](transaction_costs.md) — §4.5: OHLC spread estimators (EDGE primary), cost-survival base rates