War-Zone Nadaraya Liquidity Reversion

Family: hybrid · Regime: high_vol · Complexity: medium · Asset classes: Equities, Forex, Crypto · Timeframes: H1, H4

Thesis

Market reversals are most likely to occur when price returns to historical zones of high-volume participation (War Zones). By combining these structural zones with a volatility-weighted envelope (Nadaraya-Watson) and volume-weighted momentum (MFI), we can filter out low-conviction noise and enter trades where institutional interest was previously demonstrated via volume anomalies.

Components

• Volume and Pivot Points Correlation with Full Control (regime) — Filters entries by ensuring they occur within 'War Zones' established by high-volume exhaustion (pivots), preventing entries into low-liquidity noise.
• Nadaraya-Watson Envelope (EMA Proxy) (direction) — Provides the directional bias by requiring price to be relative to the volatility-adjusted baseline.
• Money Flow Index (MFI) (entry) — Acts as the tactical trigger, identifying volume-confirmed oversold/overbought reversals.
• Bears Power (exit) — Used for exit timing by detecting when bearish momentum is accelerating (for longs) or exhausting (for shorts).
• Chandelier Exit Heiken Ashi Variant (risk) — Provides a dynamic, volatility-adjusted trailing stop and initial risk definition.

Known failure conditions

• Market enters a low-volume 'drift' where pivot points never trigger due to the volume threshold.
• The Chandelier Exit (ATR 1.0) creates a 'stop-out loop' where spreads are wider than the volatility stop.
• Persistent divergence between MFI and price action in strong parabolic trends.

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