Trading RSI Oversold Rebounds Above a Long-Term Moving Average

Summary

This strategy looks for short-term rebounds within an uptrend. It filters for prices above a long-term simple moving average, then enters long when a short-period RSI crosses back above an extreme oversold threshold. It exits when the close rises above a short-period moving average, with an optional percentage stop-loss. The write-up also suggests adjustable parameters and possible additions such as volume checks, multi-timeframe confirmation, and partial exits.

The document reports win rates above 60% in backtests on SPY and large-cap stocks, but the supplied backtest settings instead show a daily test on ETH/USDT futures over roughly a year. No supporting performance statistics are provided, so the stated win-rate claim cannot be assessed from the included settings. The strategy may struggle in bear or range-bound markets; its RSI threshold is parameter-sensitive, and the short moving-average exit may cut off larger rebounds. Results would depend on instrument, timeframe, execution costs, and test design.

Key ideas

• The long-term moving average filters entries to prices in an uptrend.
• A long entry occurs when a short-period RSI crosses upward through the oversold threshold.
• The strategy exits when the close is above a short-period moving average and can use an optional percentage stop-loss.
• The document warns that range-bound or bearish conditions and parameter sensitivity may impair results.
• The published performance claim is not substantiated by the supplied backtest settings.

Tags

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