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9-Day EMA Breakout Entries with Prior-Bar High and Low Exits

Article Strategy library · Author: ChaoZhang

Summary

This strategy uses a 9-period exponential moving average as a directional reference. It signals a long when a bar opens below the EMA and closes above it, and a short when a bar opens above and closes below. The described exit levels are near the previous bar’s high for an upward break and low for a downward break, aiming to capture a short-term move while limiting time in the trade.

The document says the approach is simple to automate and reports good backtest performance during clear trends, but gives no performance figures or detailed test analysis. It also cautions that a single EMA can produce false signals in sideways markets and that nearby profit targets may cut off larger trends. Suggested refinements include testing EMA periods, adding volume or volatility filters, changing exit rules, and controlling position size. The published settings identify BTC/USDT futures and a test window in 2023; these alone do not establish robustness across markets or regimes.

Key ideas

  • A bar crossing the 9-period EMA from below is treated as a long signal, while a cross from above is treated as short.
  • The described profit exits use the prior bar’s high for upward breaks and low for downward breaks.
  • A single EMA may generate repeated false signals during sideways price action.
  • The document reports favorable performance in trending periods but provides no numerical results or broader validation.
  • Testing filters, exit rules, and position sizing are suggested ways to refine the approach.

Tags

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