spb/anomaly-atlas Public License
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
Python 61.4%
JavaScript 28.7%
CSS 8.6%
Shell 0.7%
Makefile 0.5%
1{2 "anomaly_id": "F001-short-horizon-survival",3 "title": "Nothing in the searched universe survives the full validation ladder",4 "summary": "Across 22 pre-registered hypotheses (372 searched rules: reversion, lead-lag, calendar; 2000-2016 train), every effect that beats the measured artifact nulls and Hansen-SPA search correction dies at a fraction of its own half-spread (median breakeven = 1.1% of one half-spread; zero intraday rules survive paying the full half-spread), and this negative result REPLICATES on the untouched 2016-2021 validation split (zero net survivors at full spread; the lone marginal 0.25x survivor fails its pre-registered sub-period clause; the splice-invariant ES-SPY train effect flips sign OOS; the daily 2008-2015 reversal family was crisis-regime).",5 "negative_result": true,6 "key_numbers": {7 "searched_rules": 372,8 "naive_significant": 232,9 "fdr_survivors": 226,10 "spa_step1_survivors": 68,11 "median_breakeven_kappa": 0.0114,12 "net_survivors_at_full_halfspread_train": 0,13 "net_survivors_at_full_halfspread_validation": 014 },15 "evidence": [16 "results/expC_reversion_scan/",17 "results/expD_leadlag_scan/",18 "results/expE_calendar_scan/",19 "results/expF_multiple_testing/",20 "results/expG_cost_frontier/",21 "results/expH_oos_stability/"22 ],23 "reproduce": "make setup && python experiments/micro/expF_multiple_testing/benchmark.py (cache-served); full chain expA->expH per experiments/micro/*/hypothesis.md",24 "author": "Simon-Pierre Boucher",25 "contact": "contact@spboucher.ai",26 "data_source": "hfmarketdata.io",27 "confidence_level": 228}29