ATR-Buffered Moving Average Breakouts for Trend Following
Summary
This long-only trend-following method builds an upper band from a moving average of the highest high over a lookback period. It subtracts an ATR-based buffer from that upper band to create a lower band. A close crossing above the upper band opens a long position, while a cross below the lower band closes it. The bands therefore combine a price breakout trigger with a volatility-scaled exit.
The document lists configurable lookback, averaging, ATR-period, and multiplier settings, along with a BTC/USDT futures backtest configuration. It gives no performance results, so its claims about trend capture or favorable profit targets are not demonstrated. It notes that the moving average and ATR can lag, that drawdowns may be substantial, that entries are not limited, and that parameters may need adjustment across instruments. The described rules are simple, but testing would be needed to assess costs, risk, and behavior across market regimes.
Key ideas
- A moving average of recent highest highs defines the breakout threshold.
- An ATR multiple sets the gap between the upper entry band and lower exit band.
- The strategy enters long on an upward cross of the upper band and exits on a downward cross of the lower band.
- Potential drawbacks include lag, large drawdowns, repeated entries, and instrument-specific parameter sensitivity.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.