Exponential Dollar-Cost Averaging with RSI Entries and Layered Exits

Summary

This strategy combines an RSI oversold trigger with a moving-average filter for its first long entry, then places additional buys at progressively lower prices using exponentially spaced DCA levels. It adjusts position sizing across entries, takes profit on individual positions, and can close all positions when price crosses a stop level above the average holding price. The intended effect is to lower average cost so a smaller rebound can make the position profitable.

The document provides the entry and exit logic, configurable parameters, and a short BTC/USDT futures backtest window, but it reports no performance results. It warns that continued declines can trigger losses, while too many DCA layers or a large rebound can leave the position difficult to exit. Stop distance, maximum layers, and total capital allocation therefore constrain the risk; parameter tuning and anti-whipsaw rules are suggested, but not validated.

Key ideas

• The first long entry requires RSI to be oversold and the close to be below a moving average.
• Subsequent DCA orders are placed at exponentially spaced lower prices, with position sizing adjusted across entries.
• Individual entries can take profit separately, while a stop condition can close the full position.
• Layered buying can lower average cost, but continued declines and excessive position accumulation create substantial risk.
• The document gives no reported backtest performance to establish the strategy’s effectiveness.

Tags

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