ATR-Based Breakout Entries and Reversal Shorts for Stocks

Summary

This strategy uses average true range (ATR) to set price thresholds for entering trades. It calculates ATR and scales it by separate user-set coefficients to form an upper trigger and a lower stop threshold. A move above the upper line opens a long position; a move below the lower line, under the stated position condition, opens a short position. The lines are based on the prior close and prior threshold values, so they adjust as price and volatility change.

The document provides example parameter values and a published backtest setup, but reports no performance results. Its explanation characterizes the method as suitable for volatile stocks, while the published setup specifies Bitcoin futures, a discrepancy that limits what can be inferred about its intended market. The rules rely on threshold breaks alone, and the text notes that ATR may react slowly to sudden events, coefficient choices matter, and low volatility can lead to repeated trades and costs. Position sizing, filters, and additional signal checks are suggested as possible refinements.

Key ideas

• ATR scaled by separate coefficients defines dynamic upper and lower price thresholds.
• A break above the upper threshold triggers a long entry.
• A break below the lower threshold can trigger a short entry when the stated position condition holds.
• The threshold rules are simple and may overtrade or respond poorly to sudden events.
• The document describes stocks but publishes a Bitcoin futures backtest configuration, with no results reported.

Tags

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