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MACD Histogram Divergence Signals with ATR-Based Exits

Article Strategy library · Author: ChaoZhang

Summary

This strategy looks for divergence between price swings and the MACD histogram. It identifies local histogram peaks and troughs, then compares them with price extremes: a higher price high paired with a weaker histogram peak signals bearish divergence, while a lower price low paired with a stronger histogram trough signals bullish divergence. The strategy opens short positions on bearish signals and long positions on bullish signals, with ATR-derived stop and limit levels intended to manage exits.

The document describes adjustable MACD, divergence, and ATR inputs and warns that divergence may precede no reversal, short-lived patterns can be noise, and parameters may need to vary by instrument. Its sample configuration covers BTC-USDT futures over a one-month period, but no backtest results are supplied. The source sets a high pyramiding allowance and uses fixed order quantity, which may affect exposure; the stated trend-following framing also sits uneasily with entries that trade against the divergence direction. Signal timing, order behavior, and the ATR exit formulas should be checked before drawing conclusions.

Key ideas

  • The strategy compares price extremes with local peaks and troughs in the MACD histogram.
  • Bearish divergence triggers a short entry, while bullish divergence triggers a long entry.
  • ATR-based levels are used to specify stop and limit exits.
  • Divergence can produce false reversal signals, and the document reports no measured backtest outcomes.
  • The source allows substantial pyramiding and fixed order quantity, making exposure behavior important to review.

Tags

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