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Higher-Timeframe Moving Average Breakout Trend Strategy

Article Strategy library · Author: ChaoZhang

Summary

The overview describes a trend-following approach that uses a higher-timeframe exponential moving average (EMA). It signals a long position when price crosses above the average and a short position when price crosses below it. The text presents a 200-period average and daily timeframe as defaults, and describes exits based on a stop-distance multiple. It also discusses possible filters, dynamic stops, and matching the moving-average and trading timeframes.

The supplied Pine Script excerpt and parameter list do not fully match that description: the code identifies itself as an opening-range breakout strategy and includes opening-range and previous-day levels, RSI, volume, ATR-based stops, and risk-reward settings. Backtest settings name BTC/USDT futures over a one-month period, but no performance results are provided. The document therefore offers limited evidence for either strategy’s effectiveness. Both approaches can produce false breakouts; the overview also flags lag, timeframe mismatch, and potentially larger losses when direction is wrong or stops are inadequate.

Key ideas

  • The overview’s stated signal is a price cross of a higher-timeframe EMA.
  • It presents long and short entries on opposite sides of the moving average.
  • The text describes a stop-distance-based exit, while listing dynamic stops as a possible improvement.
  • The provided source excerpt instead implements opening-range and previous-day-level breakouts with momentum and volume filters.
  • No backtest performance statistics are included, so effectiveness cannot be assessed from the document.

Tags

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