ATR Trailing Stops for Two-Way Trend Reversals

Summary

This strategy uses an ATR-based trailing stop to define market direction and reverse positions when price crosses the stop. Its stated ATR length is three bars, described as three days, and the stop distance is ATR multiplied by a coefficient. In an uptrend, the stop follows the highest close and can rise but not fall; in a downtrend, it follows the lowest close and can fall but not rise. A close across the stop changes the trend state, resets the reference point, and the strategy enters in the newly indicated direction. The source also includes a direction setting that can restrict entries to longs or shorts.

The document describes the approach as a way to follow trends while adapting stop distance to volatility, but provides no performance statistics. Published settings show a BTC/USDT futures backtest spanning roughly one year with daily strategy bars and hourly base data; no results are supplied. ATR may lag during sharp moves, gaps can affect long positions, and frequent small trades may accumulate. The suggested mitigations include widening the ATR multiple, limiting trade frequency, and adding other trend signals or position controls.

Key ideas

• The strategy uses an ATR multiple to set a volatility-adjusted trailing stop.
• A close above or below the stop determines the trend state and the direction of the next entry.
• The trailing reference updates with price during a trend and resets when direction changes.
• The document warns that ATR can lag during sharp volatility and that gaps and frequent small trades are risks.
• The published BTC/USDT futures backtest settings include no reported performance results.

Tags

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