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MACD Crossover Trend Strategy with ATR-Based Exits

Article Strategy library · Author: ChaoZhang

Summary

This strategy uses MACD signals to enter trend-following positions and ATR-based levels to set stop-loss and take-profit exits. It calculates the fast and slow moving averages, MACD line, signal line, and histogram, then offers five signal choices: continuation and reversal crossovers, histogram crosses, and zero-line crosses of either MACD or its signal line. The described approach goes long on bullish signals and short on bearish signals.

The document gives no performance results. Its published backtest settings specify BTC/USDT futures on Binance over a one-month period, but provide no metrics to assess profitability or risk. The source sets ATR-based exit distances and includes a time filter; the write-up acknowledges that MACD can generate false signals and ATR may not handle extreme moves well. Signal selection and risk parameters require testing, with a risk of overfitting when optimizing many inputs.

Key ideas

  • The strategy uses selectable MACD crossover and zero-line signal rules for directional entries.
  • ATR determines the stop-loss and take-profit distances for each trade.
  • The source supports both long and short positions, subject to a date filter.
  • The document reports backtest settings but gives no performance statistics.
  • MACD false signals, extreme volatility, and parameter sensitivity are identified as limitations.

Tags

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