ATR-Based SuperTrend Breakout Signals

Summary

This trend-following strategy uses a SuperTrend line derived from Average True Range (ATR) to generate directional entries. The explanation presents upper and lower volatility bands around the midpoint of the high and low, scaled by an adjustable factor, and describes bullish or bearish signals when price crosses the SuperTrend. The supplied settings use an ATR length of 10 and factor of 3; the source implements the built-in SuperTrend calculation and enters long or short on close crossovers.

The published test covers BTC_USDT futures from January 2023 to January 2024, on a daily period with a 1-hour base period, but includes no performance results. The written band formula is a simplified description and does not show the full stateful band behavior of the built-in SuperTrend implementation. The document notes that parameter choices affect signal frequency and that consolidating markets may produce repeated trades. Filtering, trailing stops, and parameter tuning are proposed improvements rather than demonstrated results.

Key ideas

• ATR scales the SuperTrend indicator to reflect recent volatility.
• The source enters long or short when closing price crosses the SuperTrend line.
• The stated parameters are a 10-period ATR and a factor of 3.
• The backtest settings are supplied without reported performance statistics.
• Consolidation and parameter mismatch can lead to frequent or poorly timed signals.

Tags

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