Breakout Bands with Monetary Risk-Based Position Sizing

Summary

The strategy forms an entry band from the highest and lowest prices over a lookback period. A move above the upper boundary triggers a long entry, while a move below the lower boundary triggers a short entry; it generates no additional entry signals while a position is open. The midpoint of the band initially sets the stop, which is adjusted during the trade as a trailing stop. Position size is calculated from the distance to the stop and a chosen monetary risk limit, accounting for instrument value and currency conversion.

The document describes the method and lists parameters and a short Bitcoin futures backtest setup, but gives no performance results, so it does not establish profitability. Its own discussion notes exposure to false breakouts, gaps, frequent exits, and sensitivity to risk and lookback settings. There is no profit-taking target, and the position-sizing calculation can only constrain planned loss; gaps or execution effects may cause realized losses to differ. It proposes signal filters, trading limits, volatility-aware stops, and profit-taking rules as possible extensions.

Key ideas

• The highest and lowest prices over a lookback period define the breakout band.
• A close above or below the band triggers a long or short entry when no position is open.
• The band midpoint sets the initial stop, which is adjusted while the trade remains open.
• Position size is calculated from the stop distance and a fixed monetary risk amount.
• The document reports a backtest setup but no results, and identifies false breakouts and the absence of a profit target as limitations.

Tags

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