Darvas-Kalman Momentum Acceleration Hybrid
Family: trend_following · Regime: trending · Complexity: high · Asset classes: EQUITIES, CRYPTO, FOREX · Timeframes: H1, H4, D1
Thesis
Breakout signals from consolidation (Darvas Boxes) are more likely to result in sustained trends when they occur alongside positive volume accumulation (VA) and increasing momentum acceleration (DOsMA). By using a correlated asset's Z-score as an exhaustion trigger (AI Pair Trading), the system captures the 'meat' of the move while exiting before typical trend-following laggard indicators signal a reversal. This exploits the behavioral tendency of markets to mean-revert relative to peers after periods of excessive idiosyncratic momentum.
Components
- ADX / Connectable [Azullian] (regime) — Establishes the trend regime; entries are only permitted when trend strength (ADX) is rising and directional indices align.
- Volume Accumulation (VA) (direction) — Ensures that price movement is supported by volume; requires VA to be increasing for longs and decreasing for shorts to confirm 'quality' of the move.
- Darvas Boxes MetaTrader 5 (entry) — Identifies volatility contraction zones (boxes); the breakout of these zones serves as the primary execution trigger.
- AI Pair Trading System v1.0 (exit) — Uses statistical mean reversion (Z-Score) of a correlated pair to identify exhaustion points for exiting trend-following positions.
- PiPi (Price Infrastructure & Position Interface) (risk) — Provides market structure levels (Level Middle and Fibs) for objective stop-loss placement and position sizing.
- Difference of OsMA (DOsMA) (confirmation) — Acts as a second-derivative momentum filter to ensure the breakout has sufficient acceleration to overcome Darvas box lag.
Known failure conditions
- The Z-score of the correlation pair remains at extremes (Z > 2.0 or Z < -2.0) for extended periods while price continues to trend (correlation breakdown).
- ADX stays below 20 for more than 50 bars, indicating a permanent shift to a low-volatility ranging regime.
- VA shows consistent divergence from price breakouts, suggesting 'hollow' moves.
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