Moving Average Crossover Signals with ATR-Based Exits

Summary

This strategy calculates a selected moving average—simple, exponential, weighted, or smoothed—and signals trades when the closing price crosses it. It enters long on an upward cross and short on a downward cross, within a defined backtest window. The described exits use twice the 14-period ATR as a price range around the crossing point, with a take-profit threshold in the favorable direction. The document’s implementation also references daily ATR.

The method is presented as a simple, adjustable technical strategy, with ATR intended to scale exit levels to volatility. The published setup tests BTC/USDT futures using two-hour bars over a defined month, but no performance figures are supplied. The document cautions that whipsaws can lead to frequent trades and losses, and that ATR distances may be poorly sized. It recommends testing periods and filters, but does not provide evidence that these changes improve results. Its explanation of the exit logic and the source implementation may not align in every detail, so the exact order behavior should be checked before relying on it.

Key ideas

• The strategy offers four moving-average types and generates signals when closing price crosses the selected average.
• Upward crosses trigger long entries, while downward crosses trigger short entries within the specified date window.
• Exit thresholds are based on twice the 14-period ATR around the crossing price.
• Choppy markets may produce repeated false signals, and ATR-based distances may be unsuitable.
• The described BTC/USDT futures backtest setup provides 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.