Moving Average Displaced Envelopes with ATR Trailing Stops

Summary

This strategy combines a displaced exponential moving average envelope with an ATR-based trailing stop. It forms upper and lower bands by applying percentage offsets to a lagged EMA. The signal logic shifts toward a short bias when price exceeds the upper band and toward a long bias when price falls below the lower band. The ATR stop trails at a distance tied to recent volatility, and entries are allowed only when price is on the corresponding side of that stop. Inputs control the EMA period, band offsets, displacement, ATR period, and ATR multiple; a switch can reverse the signal direction.

The document describes the rules and includes a BTC-USDT futures backtest configuration, but gives no performance measurements. It cautions that envelope settings can create false signals, loose ATR stops may allow losses to grow, and reversing signals adds risk. Its prose describes ATR as filtering noise and protecting profits, but no results substantiate those claims; the stop also functions as an entry filter in the provided logic. Parameter testing and additional filters are proposed, not validated.

Key ideas

• The displaced EMA and percentage offsets define upper and lower envelope bands.
• Price beyond the upper band establishes a short bias, while price below the lower band establishes a long bias.
• ATR-based trailing stops use volatility to set a changing distance from price.
• The stop condition gates entries, and an option can reverse signal direction.
• No backtest performance results are reported, and parameter sensitivity remains a caveat.

Tags

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