Dual SMA Signals with ATR-Based Stop Management

Summary

This strategy combines moving-average signals with an ATR-based stop. It enters a long position when price crosses above the slow SMA and exits when price crosses below the fast SMA. The described defaults use a 14-period fast SMA, a 100-period slow SMA, and a 10-period ATR; the stop distance is tied to ATR and a configurable risk percentage. The published backtest settings identify BTC_USDT futures, with hourly bars and a 2023–2024 test interval, but no performance results are provided.

The document presents the method as a way to participate in trends while limiting losses as volatility changes. It flags likely weaknesses: moving-average lag, false signals in sideways markets, trading costs from excess signals, and the absence of a profit target. There is also an implementation caveat: the source sets the entry order's stop parameter using a price-derived value, so the description of this as an ATR stop-loss should be checked against the platform's order semantics before relying on it. Suggested extensions include trend filters, alternate signal confirmation, and partial exits.

Key ideas

• Price crossing above the slow SMA triggers a long entry, while crossing below the fast SMA closes the position.
• The described stop distance uses ATR and a configurable risk percentage.
• The published settings specify BTC_USDT futures and an hourly strategy period, but report no test outcomes.
• Moving-average lag and sideways-market whipsaws can weaken the signals.
• The source's use of a stop entry parameter warrants implementation review before treating it as a protective stop.

Tags

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