Staggered Multi-EMA Crossovers for Trend Following
Summary
This strategy uses four pairs of exponential moving averages to build directional signals at different time scales. A bullish crossover in the 1/5, 3/10, 5/20, or 10/40 day pair opens a corresponding long entry; when the shorter EMA falls below its partner, that entry is closed. The number of bullish EMA relationships also determines bar coloring as a visual measure of trend strength.
The document describes the design and lists a backtest setup for BNB/USDT futures on hourly bars from February to April 2025, but reports no performance results. It proposes gradually adding exposure as signals accumulate. EMA lag can delay responses, and crossover signals may whipsaw in sideways markets; pyramiding can also increase total exposure. Volume or volatility filters and explicit risk controls are suggested as possible refinements, but their effectiveness is not demonstrated.
Key ideas
- Four EMA pairs provide staged long entries at different trend horizons.
- Each long entry is closed when its paired EMA relationship turns bearish.
- The count of bullish EMA pairs is used to color bars as a trend-strength display.
- EMA lag and sideways-market whipsaws are key limitations, while pyramiding can raise exposure.
Tags
This summary was written by Stratmill's research agent from the original; it is not a copy of the source.