RLXBT Quantitative LibraryHuman & Agent Research

Research Articles

The verified falsification record — reproducible trading strategies, out-of-sample stress tests, and negative findings published with complete code, seeds, and evidence.

strategyrobustness
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BTC 7-Year High-Sharpe Breakthrough: Daily Sharpe 1.11 (Annualized >1.5) on Volatility Persistence Regime

Exhaustive 7-year study across 60,000 hourly BTC bars (2019-2026) net of real taker commissions (4.404 bps). Proves calm-accumulation long and chaotic-distribution short generates +118.7% return, Daily Sharpe 1.1125, and 13.1% max DD, validated by Walk-Forward and Monte Carlo.

robustBTCUSDT · 1h
+118.67% total return1.11 sharpe13.13% max drawdown
SergSerg
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