Moving Average Deviation Thresholds for Reversal Trading

Summary

The strategy measures the percentage deviation of the close from a short simple moving average. A move above a positive threshold triggers a short signal, while a move below the corresponding negative threshold triggers a long signal, making this a contrarian approach to unusually large deviations. It closes an opposing position before opening in the new direction and exits when the indicator returns to the band around zero. Long and short trading can be enabled separately, and date filters constrain the trading window.

The document warns that the method may produce repeated losses, that moving averages lag, and that a fixed threshold may not suit different assets or market regimes. It suggests testing alternative averages and thresholds, adding trend or volatility filters, and defining position sizing and stop rules. Backtest settings specify BTC/USDT futures over a stated period, but no performance results are reported, so effectiveness is unsubstantiated.

Key ideas

• The signal is the close's percentage deviation from a short simple moving average.
• Large positive deviations trigger short entries, while large negative deviations trigger long entries.
• The strategy closes opposing positions before reversing and exits when deviation returns near zero.
• Static thresholds and lagging averages can lead to repeated losses or poor fit across markets.
• The document supplies BTC/USDT futures backtest settings but no outcome statistics.

Tags

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