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Dual Simple Moving Average Crossover Momentum Strategy

Article Strategy library · Author: ChaoZhang

Summary

This strategy uses a short and a longer simple moving average to generate directional signals. A crossover of the shorter average above the longer one triggers a long entry, while a downward crossover triggers a short entry. The document presents the averages as representing near-term and intermediate trends, respectively, with their relationship serving as a basic momentum signal.

The published settings describe a BTC/USDT futures backtest, but the document gives no performance measurements or evidence that the signals are reliable. Its discussion recognizes that moving averages lag, crosses can occur repeatedly in ranging markets, and trading costs may rise with turnover. It suggests adding confirmation filters, stop rules, and parameter testing. Although the description focuses on two averages, the source also plots other indicators that do not appear to affect its entry rules, so the core method remains the simple crossover.

Key ideas

  • A short SMA crossing above a longer SMA triggers a long entry, and crossing below triggers a short entry.
  • The two averages combine information from different time horizons to represent momentum direction.
  • Moving-average lag can delay signals, especially around sharp market moves.
  • Repeated crosses in sideways markets can increase turnover and costs.
  • The published backtest settings contain no performance results to validate the strategy.

Tags

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