WMA Crossover with Momentum Confirmation for Trend Following

Summary

This strategy uses a fast and a slow weighted moving average, with the fast period set to half the slow period, to frame directional signals. It also derives a momentum measure from the difference between the averages and compares smoothed values across recent bars. Long entries require bullish alignment and rising price; short entries require bearish alignment and falling price. Positions are closed when price movement and the momentum comparison turn against the trade.

The document describes the method and its risks, including crossover lag, poor behavior in sideways markets, sensitivity to parameter choices, and overfitting. It gives a parameter setting and a BTC/USDT futures backtest window, but no return, drawdown, or statistical results. The source sets pyramiding to zero, despite prose that mentions allowing some pyramiding, and its calculation details should be checked before relying on the explanation. Testing across market regimes and checking parameter stability would be necessary before drawing conclusions.

Key ideas

• The fast weighted moving average uses half the period of the slow average.
• Smoothed differences between the averages provide momentum confirmation for directional entries.
• Long and short entries also require price movement to agree with the signal direction.
• The approach can lag and may generate poor signals in sideways markets.
• The document supplies a BTC/USDT futures test window but no performance statistics.

Tags

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