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Short-Term Trend Signals with Dual Moving Averages and RSI

Article Strategy library · Author: ChaoZhang

Summary

This short-term strategy combines a fast and slow simple moving average crossover with RSI thresholds to time long and short trades. Its stated defaults use moving average periods of 5 and 10, an RSI period of 7, and oversold and overbought thresholds of 20 and 80. A bullish crossover with oversold RSI opens a long; a bearish crossover with overbought RSI opens a short. Positions close on another moving average cross or when RSI reaches the opposite threshold.

The document explains the rules and suggests the strategy may suit volatile markets, but provides no performance results to support that claim. It warns that sideways price action can create frequent trades and transaction costs, while short-lived signals may limit gains and leave longer trends uncaptured. Parameter choice can also produce false signals. Suggested improvements include additional filters, testing settings across markets, stops and targets, multiple timeframes, and position sizing. Published backtest settings describe a brief one-minute BTC/USDT futures interval, which is too limited to establish robustness.

Key ideas

  • The strategy opens long after a fast-over-slow moving average cross when RSI is below its oversold threshold.
  • It opens short after a fast-under-slow cross when RSI is above its overbought threshold.
  • Positions exit on a later moving average cross or an RSI move to the opposite threshold.
  • Choppy markets can generate frequent signals, costs, and false entries.
  • The published backtest covers only a brief BTC/USDT futures period and reports no performance evidence.

Tags

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