Bollinger Band Mean Reversion with ATR Stops and Risk-Reward Targets

Summary

This strategy treats closes outside Bollinger Bands as potential mean-reversion signals: a close below the lower band prompts a long, while one above the upper band prompts a short. The described setup uses a moving-average centerline and standard-deviation bands, with ATR determining stop distance. A preset risk-reward ratio then sets the profit target relative to that stop. The published example is configured for ETH/USDT futures on daily bars.

The document explains that band width adapts to recent volatility and ATR scales stops to market movement. It also warns that prices can keep moving beyond a band during strong trends, producing losses for countertrend positions; noisy markets may create repeated entries and higher costs. Trend filters, delayed entries, volume checks, and adjustments to targets are proposed as possible refinements. Although the text discusses backtesting as a way to tune parameters, it reports no performance results, and a favorable risk-reward setting alone does not establish positive expectancy.

Key ideas

• A close outside a Bollinger Band is treated as a possible reversal signal in the opposite direction.
• ATR sets the stop distance, and a risk-reward parameter determines the target distance.
• The strategy can struggle when a strong trend keeps price beyond a band.
• Repeated signals and trading costs may matter during volatile or consolidating conditions.
• The document provides a sample futures configuration but no measured performance results.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.