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Previous-Day Range Breakouts with EMA Confirmation and Fixed-Risk Exits

Article Strategy library · Author: ianzeng123

Summary

This intraday approach uses the prior session's high and low as breakout levels. It enters long when price closes above the prior high while the fast EMA is above the slow EMA, and enters short when price closes below the prior low with the EMA alignment reversed. A configurable session filter can limit when signals are acted on. Exits use a fixed stop distance and a stated risk-to-reward multiple.

The document includes a short hourly BTC-like? No: the published settings specify SOL/USDT on Binance from February 16 to 18, 2025, but provide no trade results or evidence of profitability. It warns that false breakouts may reverse into stops, fixed-distance stops may not suit changing volatility, and slippage can affect execution. Low-volatility periods may also produce excess signals. Suggestions such as volatility-based stops, volume filters, and parameter testing are presented as possible improvements, not validated results.

Key ideas

  • The previous day's high and low define the breakout levels.
  • Fast and slow EMA alignment confirms the direction of a breakout entry.
  • A session filter can restrict trading to selected market hours.
  • Exits use a fixed stop distance and a configured risk-to-reward ratio.
  • The short published backtest window gives no performance results, and false breakouts and slippage remain risks.

Tags

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