USDX-Cycle Structure Hybrid
Family: hybrid · Regime: trending · Complexity: high · Asset classes: Forex (USD Majors) · Timeframes: H1, H4
Thesis
This strategy hypothesizes that significant moves in USD-major pairs (like EURUSD) are best traded when the aggregate US Dollar Index (USDX) momentum is confirmed by local price structure (TLB) and volume-weighted efficiency (VPCI). By using the Detrended Price Oscillator (DPO) to time entries at cycle extremes within an established trend, the strategy seeks to enter at favorable prices while the GOM BB provides a dynamic, slope-based risk boundary. The edge lies in the confluence of macro USD direction and micro cycle timing.
Components
- Size Highs and Lows 2 (regime) — Filters for expansionary regimes where bullish candle sizes outweigh bearish ones (or vice-versa).
- USDX (US Dollar Index) Tracker (direction) — Establishes the macro-directional bias for the US Dollar, which drives 80% of FX liquidity.
- Detrended Price Oscillator (DPO) (entry) — Identifies short-term cycle troughs (for longs) or peaks (for shorts) within the larger trend.
- Volume Price Confirmation Indicator (VPCI) (exit) — Signals exit when the relationship between volume and price trend loses efficiency.
- GOM BB Prediction (300 bars) (risk) — Uses the linear slope of the 2-SD bands to project a hard stop-loss level into the future.
- Directional Movement Index (DMI) (confirmation) — Confirms trend strength (ADX > 25) to avoid entering during weak or decaying price moves.
- Three-Line Break (TLB) with MA (volatility_filter) — Acts as a non-temporal filter to ensure price has broken local structure and is trading above its short-term trendline.
Known failure conditions
- USDX components (EUR, JPY, GBP) exhibit high internal correlation, neutralizing the index's predictive value.
- Prolonged low-volatility 'squeeze' environments where TLB produces repetitive whipsaws.
- Structural shift in USD weighting (e.g., massive EUR strength) that USDX doesn't capture in isolation of local pair dynamics.
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