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Bollinger Band Reversals with Pip-Based Stops and Targets

Article Strategy library · Author: ChaoZhang

Summary

This strategy uses a 20-period simple moving average and bands set two standard deviations away to define entry levels. A close crossing back above the lower band triggers a long setup, while a close crossing back below the upper band triggers a short setup. Orders are placed at the relevant band, with pip-based stop-loss and take-profit distances; the stated defaults are 10 pips and 20 pips. A pip-value input is intended to adapt the distances to different instruments.

The document describes adjustable parameters and a backtest configuration for BTC/USDT futures on Binance using daily bars from February 2022 to February 2025, but it reports no performance results. It warns that ranging markets can produce false signals and that fixed pip distances may not suit changing volatility. The source and description also differ in how they characterize the entries: the code uses cross-back conditions and limit orders at the bands. The suggested extensions include volatility-based stops, trend filters, volume analysis, and position sizing.

Key ideas

  • A 20-period SMA and two-standard-deviation bands define the strategy's reference levels.
  • A close crossing back above the lower band signals a long setup, while a close crossing back below the upper band signals a short setup.
  • The strategy uses pip-based stops and targets, with stated defaults of 10 and 20 pips.
  • Ranging conditions can create false entries, and fixed pip distances may not adapt to volatility.
  • The published backtest settings do not include performance results.

Tags

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