https://axiomfinance.duckdns.org/en-us/blog/ Evidence-led research on quantitative crypto trading, backtesting, market structure, and risk. en-US https://axiomfinance.duckdns.org/en-us/blog/3-5-million-crypto-backtests/ https://axiomfinance.duckdns.org/en-us/blog/3-5-million-crypto-backtests/ Our GPU search found impressive backtests—and a locked holdout showed why most of them were noise. Axiom Finance Research Team Fri, 07 Aug 2026 00:00:00 GMT Quantitative Trading Backtesting https://axiomfinance.duckdns.org/en-us/blog/locked-holdout-backtesting/ https://axiomfinance.duckdns.org/en-us/blog/locked-holdout-backtesting/ Why a test period becomes unreliable the moment it influences strategy selection. Axiom Finance Research Team Fri, 07 Aug 2026 00:00:00 GMT Backtesting Overfitting https://axiomfinance.duckdns.org/en-us/blog/deflated-sharpe-ratio/ https://axiomfinance.duckdns.org/en-us/blog/deflated-sharpe-ratio/ A practical explanation of multiple testing and the statistic that discounts lucky winners. Axiom Finance Research Team Fri, 07 Aug 2026 00:00:00 GMT Quantitative Trading Statistics https://axiomfinance.duckdns.org/en-us/blog/why-crypto-indicators-fail/ https://axiomfinance.duckdns.org/en-us/blog/why-crypto-indicators-fail/ What our locked-holdout research found about RSI, MACD, Bollinger Bands, and price-derived signals. Axiom Finance Research Team Fri, 07 Aug 2026 00:00:00 GMT Trading Strategies Research https://axiomfinance.duckdns.org/en-us/blog/overfitting-algorithmic-trading/ https://axiomfinance.duckdns.org/en-us/blog/overfitting-algorithmic-trading/ How attractive historical results turn into fragile strategies—and the safeguards that expose them. Axiom Finance Research Team Fri, 07 Aug 2026 00:00:00 GMT Algorithmic Trading Overfitting https://axiomfinance.duckdns.org/en-us/blog/funding-rates-explained/ https://axiomfinance.duckdns.org/en-us/blog/funding-rates-explained/ A beginner-friendly guide to perpetual funding rates, crowding, and cost-aware research. Axiom Finance Research Team Fri, 07 Aug 2026 00:00:00 GMT Perpetual Futures Market Structure https://axiomfinance.duckdns.org/en-us/blog/order-flow-imbalance-explained/ https://axiomfinance.duckdns.org/en-us/blog/order-flow-imbalance-explained/ What OFI measures, why it differs from a price indicator, and why a feature is not automatically a trade. Axiom Finance Research Team Fri, 07 Aug 2026 00:00:00 GMT Market Structure Order Flow https://axiomfinance.duckdns.org/en-us/blog/risk-management-beats-prediction/ https://axiomfinance.duckdns.org/en-us/blog/risk-management-beats-prediction/ Our strongest result was a defensive overlay that reduced drawdowns across an 18-coin study. Axiom Finance Research Team Fri, 07 Aug 2026 00:00:00 GMT Risk Management Drawdown https://axiomfinance.duckdns.org/en-us/blog/drawdown-more-important-than-win-rate/ https://axiomfinance.duckdns.org/en-us/blog/drawdown-more-important-than-win-rate/ A strategy can win often and still be uninvestable. Here is what to measure instead. Axiom Finance Research Team Fri, 07 Aug 2026 00:00:00 GMT Risk Management Trading Psychology https://axiomfinance.duckdns.org/en-us/blog/crypto-market-regimes/ https://axiomfinance.duckdns.org/en-us/blog/crypto-market-regimes/ Research across bull, bear, and range conditions shows where strategies are defensive—and where they fail. Axiom Finance Research Team Fri, 07 Aug 2026 00:00:00 GMT Market Regimes Research https://axiomfinance.duckdns.org/en-us/blog/grid-bots-bear-market-tool/ https://axiomfinance.duckdns.org/en-us/blog/grid-bots-bear-market-tool/ What a cross-regime test says about grid trading’s upside trade-off and drawdown behavior. Axiom Finance Research Team Fri, 07 Aug 2026 00:00:00 GMT Grid Trading Market Regimes https://axiomfinance.duckdns.org/en-us/blog/trend-following-crash-insurance/ https://axiomfinance.duckdns.org/en-us/blog/trend-following-crash-insurance/ The real trade-off behind Donchian breakouts: smaller bear losses in exchange for bull lag and range whipsaws. Axiom Finance Research Team Fri, 07 Aug 2026 00:00:00 GMT Trend Following Risk Management