Bollinger Band Breakouts with Candle Confirmation and Fixed Exits

Summary

This strategy uses a 20-period simple moving average and bands set two standard deviations above and below it. A bearish candle closing below the lower band triggers a short entry, while a bullish candle closing above the upper band triggers a long entry. The written description places entries at the next candle’s open and sets a 1% stop loss and 2% take profit for either direction. The code expresses entries with stop orders at the open, so actual fill behavior may depend on the platform’s order semantics.

The document provides parameter defaults and a Binance ETH/USDT futures backtest configuration, but no reported performance metrics or comparison. It notes that false signals and repeated losses can occur in sideways markets, while gaps and slippage may undermine fixed stops during abrupt moves. It also identifies delayed entry and parameter sensitivity as limitations, and suggests testing trend, volume, volatility, and timing filters. The stated risk-to-reward ratio does not establish that the strategy is profitable.

Key ideas

• The system uses a 20-period moving average and bands two standard deviations from the average.
• It pairs candle direction with a close beyond a band to define long and short signals.
• The description specifies next-candle entries, a 1% stop loss, and a 2% take profit.
• Sideways conditions may produce repeated signals and losses, while gaps can cause slippage beyond planned stops.
• The published backtest configuration is not accompanied by performance results.

Tags

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