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ATR Stops, SMA Trend Filtering, and MACD Entry Confirmation

Article Strategy library · Author: ChaoZhang

Summary

This strategy combines volatility, trend, and momentum indicators to shape entries and stops. Average True Range (ATR) scales stop distance with recent price movement, a simple moving average (SMA) filters trades by trend direction, and MACD confirms momentum. The published settings specify indicator periods and a BTC/USDT futures backtest setup, but the document gives no performance results.

The stated entry logic looks for price crossing the SMA while MACD agrees with the direction. The source also submits stop orders offset from the current close by an ATR-based amount, so the implementation details may not map exactly to the prose description of ATR as a protective stop. The author identifies parameter sensitivity and whipsaws near turning points as risks, and suggests testing other confirmation signals, market conditions, timeframes, and instruments. Machine learning and additional data sources are proposed as future improvements, not evaluated methods.

Key ideas

  • ATR is used to scale order levels with recent volatility.
  • The SMA acts as a directional filter for potential entries.
  • MACD agreement is intended to confirm entry momentum.
  • The document provides a backtest configuration but reports no results.
  • Parameter choices and signals near trend reversals may produce poor trades.

Tags

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