EMA Crossover Trading with ATR-Based Stops and Targets
Summary
This strategy combines 9- and 21-period exponential moving average crossovers with volatility-scaled exits. It opens a long position when the faster average crosses above the slower one and a short position on the opposite cross. A 14-period ATR sets the initial stop at one ATR from the signal close and the profit target at two ATRs, giving the stated exit distances a 2:1 ratio. The published implementation uses these values as defaults and shows a daily BTC/USDT futures backtest setup spanning late 2019 to early 2025, but provides no performance results.
The approach is designed to follow trends while adjusting exit distances to changing volatility. Its limitations include whipsaws in ranging markets, sensitivity to the EMA periods, and slippage during volatile conditions. The source places exits when a crossover signal occurs; the description recommends backtesting and parameter tuning, and suggests trend filters, volatility-aware sizing, or trading-time filters as possible extensions. The stated stop and target distances do not establish realized risk or profitability.
Key ideas
- A fast EMA crossing above or below a slow EMA triggers long or short entries.
- A 14-period ATR scales the initial stop to one ATR and the target to two ATRs.
- The strategy is intended to follow trends, but crossover signals can whipsaw in sideways markets.
- Slippage and parameter sensitivity may affect live results, and no performance statistics are provided.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.