GARCH-ICT Volatility Expansion Hybrid
Family: hybrid · Regime: trending · Complexity: high · Asset classes: FX, Indices, Equities · Timeframes: H1, H4
Thesis
This strategy hypothesizes that significant market reversals and continuations occur when volatility expands (GARCH CV rising) from an established trend (ADX > 25). By entering at ICT 'Mitigation Blocks'—where institutional traders allegedly close out losing positions—and confirming with oversold/overbought momentum (Stochastic), we capture the 'second leg' of a structural move. The edge is derived from the convergence of statistical volatility clustering and structural liquidity levels.
Components
- Conditional Volatility (CV) (regime) — Uses GARCH(1,1) to identify volatility clustering; trades are only initiated when conditional volatility is rising, suggesting an expansion from a consolidation phase.
- Supported indicator max boxes count (direction) — Acts as a rudimentary trend filter; though technically a price plot, it serves as the baseline price series for trend slope calculation.
- ICT Mitigation Block Scanner (entry) — Detects institutional market structure shifts; specifically looking for price to return to a failed order block before continuing.
- Relative Strength Index (RSI) (exit) — Provides a momentum-based exit signal to lock in profits before mean reversion occurs.
- Daily High Low MTF (risk) — Provides objective, institutional-grade liquidity levels for stop-loss placement and position sizing based on daily volatility.
- Stochastic Oscillator (confirmation) — Filters for mean-reversion within the trend; ensures price is oversold/overbought relative to the immediate range during the mitigation.
- Average Directional Index (volatility_filter) — Ensures the market is in a sufficiently strong trend (ADX > 25) to avoid the noise of low-volatility ranging periods.
Known failure conditions
- ADX remains below 20 for extended periods, indicating a lack of trend.
- CV (GARCH) parameters fail to converge, resulting in erratic volatility estimates.
- Price consistently breaks Daily High/Low levels without respect for the ICT Mitigation zones.
Explore the full interactive blueprint with parameter ranges and evidence on WOBR StrategyVerse, or generate this strategy as an MT4/MT5 Expert Advisor with QuantMogul AI Engine (free download).