Bollinger Band Mean Reversion with Midline Entries and Exits

Summary

This BTC futures strategy uses a 20-period simple moving average as the Bollinger middle band, with outer bands two standard deviations away. It enters long after price crosses above the middle band and remains above it for two trading days. The middle band is then used as a profit-taking level when price returns to it from above; a fixed 2% decline from entry triggers a stop. The rules also restrict same-day entries and exits except when the stop is triggered.

The document explains the rationale, adjustable band parameters, and risks, including false breakouts, repeated midline crossings, slippage, and poor fit during strong trends. It gives published backtest settings for BTC/USDT Binance futures from July 2023 to July 2024, but reports no performance results. The supplied strategy logic signals on a single crossover and does not implement the described two-day confirmation, so the written rules and implementation differ. No evidence establishes profitability; testing with realistic costs and execution assumptions would be needed.

Key ideas

• The strategy uses a 20-period simple moving average and bands set two standard deviations above and below it.
• A long entry is described after an upward middle-band cross followed by two days above the band.
• Returning to the middle band from above is the profit exit, while a 2% decline from entry is the stop.
• Repeated crosses, strong trends, slippage, and parameter sensitivity may undermine results.
• The supplied backtest configuration names BTC/USDT futures, but no performance results are reported.

Tags

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