ATR Bands and Moving Average Trend Following with Adaptive Exits

Summary

This framework pairs a simple moving average trend signal with ATR-based price bands for exits. It enters long when price crosses above the moving average, and closes the position when price reaches either band. The described defaults use a 50-period moving average and bands extending two ATRs from the close, with ATR calculated over 14 periods.

The method aims to adjust exit levels as volatility changes while using the moving average to identify direction. The document outlines possible refinements such as trend-strength filters, volatility-based sizing, staged entries, and time-based exits. It provides rules and a sample implementation, along with backtest settings for BTC-USDT futures over a short historical window, but reports no performance statistics. The bands are defined around the current close, so the text does not establish that they function as persistent stop levels; the strategy may also generate repeated or costly signals in choppy conditions and remains sensitive to execution slippage and parameter choices.

Key ideas

• A moving average crossover initiates a long position.
• ATR bands around the close provide volatility-scaled exit thresholds.
• The specified setup uses a 14-period ATR, a two-times multiplier, and a 50-period simple moving average.
• The document gives backtest settings but no performance results.
• Choppy markets, slippage, reversals, and parameter variation are stated risks.

Tags

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