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Dual EMA Trend Signals with MACD and Fixed Risk Levels

Article Strategy library · Author: ChaoZhang

Summary

This strategy uses a fast and slow exponential moving average to signal long entries on an upward crossover and trend weakening on a downward crossover. It describes MACD crossing above zero and a large single-day price gain as additional long-entry triggers. Exits use a fixed percentage stop and profit target based on the average entry price. The document supplies example defaults for the moving averages, gain threshold, stop, and target, while also suggesting regime-aware exits and additional filters as possible extensions.

The method is framed for timing highly volatile stocks, but its published backtest configuration instead names BTC/USDT futures over roughly a year of daily bars. No performance statistics or evidence comparing the entry signals are reported. The account warns that crossover and MACD signals can whipsaw, fixed levels may not handle exceptional moves, and parameter choices affect results. The source contains separate entry orders for EMA, MACD, and price-gain triggers, so the prose’s presentation of these as confirming signals should not be assumed to describe a single jointly required condition.

Key ideas

  • An upward fast-over-slow EMA crossover creates a long entry signal, while a downward crossover indicates weakening.
  • The described strategy also has separate long-entry triggers from a MACD zero-line cross and a large daily gain.
  • A fixed percentage stop and profit target are set relative to the average position price.
  • Whipsaws, extreme events, and poorly chosen periods or thresholds can undermine the approach.
  • The backtest settings name BTC/USDT futures, but the document reports no performance results.

Tags

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