Dual Moving-Average Bands with ATR for Trend Breakouts

Summary

This trend-following method builds two band systems from moving averages of rolling highs and lows. A close above the upper high-based average opens a long position, while a drop below its ATR-offset lower band closes it. On the short side, a close below the low-based average opens a short position, and a rise above its ATR-offset upper band closes it. The described defaults use 200-period high and low lookbacks, 10-period averages, and a 14-period ATR multiplied by two.

The document gives BTC_USDT futures test settings for December 2023 through January 2024, using hourly strategy periods and 15-minute base data, but provides no performance statistics. It describes ATR as a way to adapt the bands to volatility and manage trade exits. The notes caution that band signals may arrive late, the method may struggle with curved trends or ranging prices, and trading costs are omitted. Suggested extensions include volume confirmation, filters for range-bound conditions, trailing stops, and position sizing linked to trend strength. These are proposals rather than evaluated improvements.

Key ideas

• High-based and low-based moving averages form separate long and short breakout systems.
• ATR offsets create bands that trigger position exits and adapt to volatility.
• The stated BTC futures test configuration has no reported performance results.
• Lagging signals, ranging markets, and unmodeled trading costs are cited limitations.
• Volume filters, trailing exits, and trend-aware position sizing are proposed for further study.

Tags

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