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Moving Average and RSI Signals with ATR Stops and Profit Targets

Article Strategy library · Author: ChaoZhang

Summary

This strategy combines the relationship between short and long simple moving averages with RSI thresholds to select entries. It proposes going long when the shorter average is above the longer one while RSI is below its oversold threshold, and short when the shorter average is below the longer one while RSI is above its overbought threshold. The described settings use 9- and 21-period averages, RSI thresholds of 35 and 65, and an ATR-based stop distance with a profit target set at twice the risk distance.

The text also describes a minimum holding period, intended to limit rapid trading, while acknowledging that such a constraint can delay a needed exit. It warns that moving averages can mislead in ranging markets, RSI may miss strong trends, and fixed reward targets may not suit all conditions. Although backtest settings are given for BTC/USDT futures, no results are presented. The source's stated holding-period logic references bar counts in a way that may not align with the published hourly interval, so implementation details should be checked before evaluation.

Key ideas

  • The entry conditions combine moving average direction with an RSI extreme against that direction.
  • The described stop distance scales with ATR, and the profit target uses a fixed two-to-one reward-to-risk multiple.
  • A minimum holding period may curb rapid turnover but can postpone risk exits.
  • Ranging markets, strong trends, and volatility shifts can weaken the indicator combination.
  • The published settings provide no backtest performance, and the holding-period implementation merits scrutiny.

Tags

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