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Opening Range Breakouts with Volume, EMA, and ATR Filters

Article Strategy library · Author: ianzeng123
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Summary

This intraday breakout framework records the high and low during the opening range after the New York session begins. Once the range is complete, a long signal requires a close above its high, above both trend EMAs, and volume above a multiple of its recent average; a short signal applies the corresponding downside conditions. ATR sets stop and target distances. The stated defaults include a 15-minute range, 20- and 50-period EMAs, a volume threshold of 1.3 times a 20-period average, and a 5-period ATR with a 1.5 multiplier.

The document supplies DOGE-USDT futures settings on three-minute bars for about a week but reports no strategy results. It identifies false breakouts, noisy or unusual opening ranges, parameter sensitivity, and dependence on the opening session as risks. It proposes stronger trend and breakout confirmation, adaptive volume thresholds, time filters, and market-state analysis; these remain suggestions. The short test configuration does not establish that the method is profitable or robust across instruments and conditions.

Key ideas

  • The strategy defines an opening range from the high and low during a set period after the New York open.
  • A breakout must align with both EMA filters and exceed a recent-average volume threshold.
  • ATR scales the stop and target distances to prevailing volatility.
  • False breakouts, choppy conditions, parameter sensitivity, and reliance on the opening session are stated risks.
  • The short DOGE-USDT futures test configuration includes no reported performance results.

Tags

BreakoutTrend followingVolatilityTechnical indicatorsFuturesBacktesting

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