Ultra-Long-Period RSI Threshold Reversal Strategy

Summary

This note describes a reversal strategy that uses a long-lookback relative strength index to reduce sensitivity to short-term price movement. It gives a default period of 65, with oversold and overbought thresholds of 40 and 60. A long signal occurs when RSI crosses above the oversold threshold; a short signal occurs when it crosses below the overbought threshold. The input price can be selected from several price series, with closing price as the default.

The document explains the intended medium- to long-term use and identifies the main trade-off: a longer RSI may filter noise, but RSI signals can lag and miss early reversals. It advises tuning settings for each instrument and managing risk with timely stops. The published backtest settings specify BTC/USDT futures on one-minute data over a one-week interval, but no performance results are provided. That brief test configuration does not establish whether the approach is profitable or robust across market regimes, instruments, or longer samples.

Key ideas

• A 65-period RSI is used by default, with thresholds at 40 and 60.
• A cross above the oversold threshold triggers a long entry.
• A cross below the overbought threshold triggers a short entry.
• The long lookback may filter short-term noise but can make signals lag.
• The published backtest configuration covers only a short BTC/USDT futures interval.

Tags

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