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Four-EMA Trend Following with Long-EMA Position Signals

Article Strategy library · Author: ChaoZhang

Summary

This strategy uses four exponential moving averages (EMAs) with default periods of 8, 13, 21, and 55 to identify possible trend changes. It opens a long position when the 55-period EMA is below all three shorter EMAs, and closes long positions when it rises above them. The document describes EMA responsiveness relative to simple moving averages and presents the ordering of averages as a way to follow emerging trends.

The source and published settings show a BTC/USDT futures backtest configuration over a stated date range, but the document reports no performance results. It describes the approach as applicable to liquid markets and notes that EMA lag can produce false signals in sideways conditions. Period selection may be sensitive, all signals are acted on, and position size is fixed at one unit. Suggested extensions include trend and volatility filters, explicit stop losses, dynamic sizing, and parameter checks across instruments and timeframes.

Key ideas

  • The strategy compares four EMAs with default periods of 8, 13, 21, and 55.
  • It opens a long when the 55-period EMA is below all three shorter EMAs.
  • It closes long positions when the 55-period EMA is above all three shorter EMAs.
  • EMA lag can create false signals in ranging markets, and the chosen periods affect results.
  • The described implementation uses fixed unit sizing and has no explicit stop-loss rule.

Tags

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