ATR-Based Supertrend Reversals with Volatility-Scaled Bands

Summary

This strategy uses ATR-scaled bands around a price source, defaulting to the midpoint of each bar, to define a changing trend state. A close crossing the opposite band changes that state and produces a reversal signal: the strategy enters long after an upward change and short after a downward change. Its bands tighten or widen with measured volatility, and the active Supertrend line can serve as a trailing stop reference. Despite the title and overview’s reference to dual moving averages, the supplied logic is centered on ATR bands and trend reversals rather than a pair of moving averages.

The published settings specify a BTC_USDT Binance futures backtest on the daily period, with hourly base data, from November 9, 2022 to November 15, 2023. No performance results are supplied. The text flags sensitivity to ATR settings and false breakouts; reversals can also be vulnerable to whipsaws in range-bound markets. Parameter tuning and additional signal filters are suggested, but their effects are not demonstrated.

Key ideas

• ATR multiplied by a configurable factor sets the distance of the upper and lower bands from the source price.
• A trend-state change at a band triggers a long or short entry.
• The default settings specify an ATR period of 10 and multiplier of 3, with the midpoint of each bar as the source.
• The strategy can reverse direction after an opposing signal, while ATR settings affect stop distance and signal sensitivity.
• The published test uses BTC_USDT futures data, but the document gives no performance metrics.

Tags

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