MunafaMachine

Paper

Analytics

Signal attribution, confidence calibration, and go-live gate status

Go-Live Gates

All 8 gates must pass before deploying real capital

Confidence Calibration

Do high-confidence picks actually outperform? Gate 7 requires high (8-10) beats medium (6-7) by 10+ pts.

Win Rate by Confidence Tier

Avg Return by Confidence Tier

Signal Attribution

Which signals actually predict winning trades? Ranked by predictive rate.

Signals by Predictive Rate

Signal Attribution Table

Regime-Strategy Matrix

Which strategy wins in each market regime?