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MA Deviation and MACD Reversals with ATR Stop Losses

Article Strategy library · Author: ChaoZhang

Summary

This strategy combines a moving average, MACD crossovers, and ATR-based stops. It enters long when MACD crosses upward while price is below the selected moving average, and enters short when MACD crosses downward while price is above it. The moving average can be either simple or exponential. Stops are placed one configured ATR multiple away from the entry signal price, with the published default multiplier set to 10. The supplied backtest settings use BTC/USDT futures on three-hour bars during October 2024, but no outcome or performance statistics are given.

The rules combine price location relative to an average with a momentum crossover, aiming to catch reversals after price has moved away from the average. The ATR stop scales its distance with recent volatility, but the source does not define a profit target, explicit exit on an opposite signal, or portfolio-level risk limit. As a result, risk control depends heavily on the selected multiplier and sizing outside the stated rules. Choppy conditions may generate frequent signals, while crossovers can lag; the document also notes parameter overfitting and slippage concerns. Its claims of robustness should therefore be treated as hypotheses rather than demonstrated findings.

Key ideas

  • Long entries require an upward MACD crossover while price is below the chosen moving average.
  • Short entries require a downward MACD crossover while price is above the moving average.
  • A stop is placed at an ATR-based distance from the signal price.
  • The rules do not specify a profit target, opposite-signal exit, or portfolio risk limit.
  • The document lists a BTC/USDT test setup but reports no backtest results.

Tags

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