Price Crossovers with a Smoothed Moving Average Signal

Summary

This trend-following method calculates a base moving average from a chosen price source and then smooths that line with a second moving average. It enters long when price crosses above the smoothed line and short when price crosses below it. The description allows several averaging methods, including simple, exponential, smoothed, weighted, and volume-weighted averages, and identifies default base and smoothing periods.

The document characterizes the extra smoothing as a way to reduce false signals, but offers no evidence or performance metrics showing that it does so. Its published backtest settings specify BTC/USDT futures over several years, yet no results are reported. The source logic uses a simple base average and configurable smoothing, so its implementation is narrower than the description's presentation of two flexible averages. As a single-indicator system, it may whipsaw in sideways markets, lag at turning points, and suffer drawdowns in fast reversals; parameter tuning also risks overfitting.

Key ideas

• The method smooths a base moving average to create a signal line.
• A price cross above the smoothed line enters long, and a cross below enters short.
• The smoothing stage and averaging method can be configured.
• The described risks include lag, sideways-market whipsaws, reversal drawdowns, and overfitting.
• Backtest settings are provided, but no performance results establish the strategy's effectiveness.

Tags

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