Trend Signals from Simultaneous 1-, 2-, and 4-Period Moving Average Crosses

Summary

This trend-following system uses three simple moving averages with periods of one, two, and four. It enters long when the one- and two-period averages both cross above the four-period average on the same bar. When both cross below it, the system closes the long and opens a short; the opposite signal reverses the position. The document presents this simultaneous-cross condition as a way to confirm direction with multiple averages.

The source and published settings show a BTC/USDT spot-market backtest configuration over a period from October 2024 to February 2025, but no returns, drawdowns, or other results are reported. The short lookback periods may make signals highly responsive, while the document itself notes lag, false signals in sideways conditions, gaps, and sensitivity to period choices. It suggests investigating volume or trend filters, stop methods, and position sizing; those additions are proposals, not tested findings in the document.

Key ideas

• A long entry requires both the one-period and two-period averages to cross above the four-period average on the same bar.
• A simultaneous downward cross closes the long position and opens a short position.
• The published example settings use BTC/USDT with daily bars.
• The document provides no performance statistics to support its claims about signal quality.
• Sideways markets, price gaps, lag, and parameter sensitivity are identified as risks.

Tags

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