ATR-Banded Highest and Lowest Center Trend Strategy

Summary

This strategy builds a central price level from smoothed rolling highs and lows, then places volatility-adjusted thresholds around it. It uses an average of recent closes as the signal price: crossing above the upper band opens a long position, and crossing below the lower band closes it. The stated defaults are a 200-period lookback, 5-period smoothing, 10-period ATR, and 1.5 ATR multiplier.

The document describes the method and lists a BTC/USDT futures backtest setup over a short date range, but provides no performance results. It presents trend capture and volatility adjustment as potential benefits, while acknowledging whipsaws in ranging markets, pullbacks, and fast reversals. Its risk and optimization suggestions—such as adding filters or a trailing stop—are proposals, not tested findings. The rules are long-only, so the description does not establish how the approach would behave in falling markets or across other assets and timeframes.

Key ideas

• The center line is the midpoint of smoothed rolling highs and lows.
• ATR multiplied by a configurable factor sets the distance to the entry and exit bands.
• A cross above the upper band opens a long position, while a cross below the lower band closes it.
• Ranging conditions and rapid reversals can produce losses or unnecessary trades.
• The published backtest setup gives no performance statistics to evaluate the strategy.

Tags

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