GARCH-RWI Multi-Confluence Trend Engine

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

Thesis

The hypothesis is that financial markets exhibit periods of non-random, persistent flow (trends) that can be statistically separated from noise using the Random Walk Index. By combining this regime filter with GARCH-based risk clustering and a multi-factor confluence score (IAE), we can identify entries where momentum is backed by structural trend strength. The edge lies in the dynamic adjustment of risk relative to conditional volatility, allowing the strategy to survive noise while capturing high-order trends.

Components

• Random Walk Index (RWI BTF) (regime) — Acts as the primary regime filter to ensure the market is in a persistent trending state rather than a mean-reverting or noise-dominated state. RWI > 1.0 indicates non-random movement.
• HiLo Activator (Pandini Version) (direction) — Provides the directional bias. Its use of High/Low MAs creates a structural support/resistance level that price must clear to define the trend.
• CCI / Connectable [Azullian] (entry) — Used for precise entry timing. It captures momentum shifts back into the direction of the established trend.
• Equity Line Projection (exit) — Serves as the structural exit logic. While a visual tool, the mechanical strategy uses the 'ProjectionPrice' as a dynamic take-profit target based on account-level equity goals.
• Conditional Volatility (CV) (risk) — GARCH(1,1) based risk assessment. It dynamically adjusts stop-loss distances based on the annualized volatility clustering of the asset.
• IAE — Technical Confluence Score (confirmation) — Aggregates 10 layers of data. Only trades with high confluence (score > 70 or < 30) are permitted to filter out weak signals.
• Bollinger Bands (Standard) (volatility_filter) — Used to ensure the entry is occurring during a period of expanding volatility or within a standard deviation channel, avoiding entries during extreme overextension.

Known failure conditions

• Prolonged periods where CV (Conditional Volatility) remains exceptionally low while RWI remains > 1, leading to 'death by thousand cuts' in low-range trends.
• IAE Confluence Score stays in the 40-60 range for > 200 bars, indicating a breakdown in technical structure.

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).