Bollinger Band Breakouts with RSI Filters and Band-Based Exits

Summary

This strategy combines Bollinger Band behavior with moving averages and RSI to seek directional trades. The written description frames entries around a moving average of the upper band crossing upward while the bands widen and the middle band rises; the inverse conditions are proposed for shorts. The code adds further filters: price relative to a short simple moving average and RSI above 60 for long entries or below 40 for short entries. It uses band contraction and crossings of the outer bands against their moving averages as exit conditions.

The document supplies parameter defaults and implementation logic, but no backtest results or evidence of profitability. It explicitly says the signals are still being filtered, so the rules appear exploratory. The prose and code do not match perfectly: the code defines short entries and exits through position tracking, while the description summarizes the logic more generally. It also includes CMO output without using it to filter trades. The approach may therefore require careful review of position handling, execution assumptions, fees, and behavior in ranging markets before evaluation.

Key ideas

• The approach uses Bollinger Band movement and moving averages of the outer bands to identify possible breakouts.
• The code confirms long and short entries with price relative to a short moving average and thresholded RSI.
• Band narrowing and outer-band crossovers are used as conditions for closing positions.
• The strategy's signals are described as still under development, and no performance evidence is supplied.
• The written rules and implementation differ in places, so the actual entry and exit behavior needs review.

Tags

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