Fractal-McGinley Regime Navigator

Family: trend_following · Regime: trending · Complexity: medium · Asset classes: Equities, Forex, Crypto · Timeframes: H1, H4, D1

Thesis

The hypothesis is that sustainable market trends are characterized by a period of noise reduction (Heiken Ashi) and structural support (Ichimoku), and that the resumption of momentum following a fractal-based consolidation provides a high-probability entry point. By using the McGinley Dynamic for exits, the strategy aims to stay in the trend longer than static moving averages by adapting to the trend's varying velocity, while using Linear Regression error (STDERR) to reduce risk when the trend's structure becomes unstable.

Components

• Heiken Ashi (regime) — Used as a primary trend regime filter to ignore minor price fluctuations that do not represent a shift in trend direction.
• Ichimoku Kinko Hyo (direction) — Provides structural confirmation; the Kijun-sen acts as a medium-term equilibrium level, while the Cloud defines the broader bullish/bearish environment.
• Trend Break Fractal (entry) — Acts as the precise trigger; entries are only taken when price breaks a trendline formed by two consecutive local price extremes (fractals).
• McGinley Dynamic (exit) — Serves as an adaptive trailing exit that tracks market speed more effectively than a standard EMA, minimizing late exits during trend acceleration.
• Standard Error of Regression (STDERR) (risk) — Quantifies the 'linearity' of the trend; used to scale down position size when price dispersion from the regression line is high.
• ATR SL Finder (volatility_filter) — Provides a volatility-adjusted distance for the initial stop-loss to prevent premature exit during standard noise.

Known failure conditions

• Price action enters a prolonged 'tight' range where fractals are formed frequently but lack follow-through.
• Volatility (ATR) spikes significantly without a corresponding trend break, triggering the McGinley exit prematurely.
• Heiken Ashi displays frequent color flips while the Ichimoku Cloud remains flat (Kumo twist churn).

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).