Logistic structural-OI momentum hybrid

Family: hybrid · Regime: trending · Complexity: high · Asset classes: Crypto (specifically ATOMUSDT) · Timeframes: 15m

Thesis

Trends in highly speculative assets like ATOM are most persistent when confirmed by an increase in total open interest (new money entering) and validated by a logistic regression model trained on market structure (FVGs). By delaying entry until RSIOMA (smoothed momentum) confirms the direction, the strategy avoids the 'noise' of small price fluctuations, while the ATOM risk parameters ensure exits are volatility-adjusted.

Components

• Indicator Base Template (regime) — Provides the technical framework for the MQL4/5 environment and ensures standard array handling and chart object management.
• GOM KOLA SIDO — Full Integration (direction) — Establishes the primary trend direction using VWAP and lached Supertrend logic to ensure we trade with the prevailing market bias.
• RSIOMA (RSI of Moving Average) (entry) — Filters out price noise by applying RSI to a moving average, providing a smoother entry signal when momentum aligns with direction.
• SuperTrend (exit) — Provides a volatility-adjusted trailing exit to capture trend extensions while protecting profits.
• ATOM Coefficient Indicator (logit) (risk) — Provides a predictive score based on market structure (FVGs) and acts as the final risk/probability filter. Measures 'P' to determine if the setup has a high logistic probability of success.
• Open Interest Suite [Aggregated] - By Leviathan (confirmation) — Confirms the validity of a move by ensuring it is backed by aggressive new positioning (OI increase) rather than just short-term volatility.

Known failure conditions

• Logistic model AUC drops significantly below 0.5 (model becomes worse than a coin flip)
• Open Interest remains stagnant during significant price moves, indicating low institutional participation
• Extended ranging periods where SuperTrend and RSIOMA produce consistent whipsaws

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).