Dual Moving Average Breakouts with ATR-Based Risk Levels
Summary
This strategy combines a short and long simple moving average with ATR bands to identify trend direction and manage exits. It signals a long when price crosses above the short average while it is above the long average, and a short on the inverse cross. The document gives example settings of 14 and 50 periods for the averages, a 14-period ATR, and a 1.5 ATR multiplier. It describes stop levels based on recent highs or lows and take-profit targets set at twice the distance from entry to the stop.
The discussion identifies trend following and adjustable parameters as strengths, while noting lag, choppy-market signals, and sensitivity to parameter choices. It proposes larger-timeframe filters, additional confirmation, trailing exits, and volatility-aware position sizing. The published example is configured for BTC-USDT futures over a short historical period, but no performance results are provided. The prose describes ATR volatility bands as part of the signal framework, while the provided rules use moving-average crosses for entries; the bands are plotted rather than explicitly used as entry filters.
Key ideas
- A long signal occurs when price crosses above the short moving average while it is above the long average.
- A short signal uses the inverse price and moving-average relationship.
- ATR is used to set stop levels, with take-profit distances described as twice the entry-to-stop risk.
- Moving-average lag and sideways conditions can produce delayed or frequent trades.
- The document recommends out-of-sample validation because parameter tuning can overfit.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.