SMA Crossover Strategy with RSI Overbought and Oversold Filters

Summary

This document presents a two-sided reversal strategy using crossovers between 5-period and 11-period RSI lines. A long entry follows an upward crossover when the 6-period RSI is below 30; a short entry follows a downward crossover when it is above 70. The accompanying explanation interprets these thresholds as oversold and overbought conditions, respectively. The published test configuration uses BTC/USDT futures over roughly one year, but no performance metrics are reported.

The extra RSI threshold is intended to filter some crossover signals, while the faster and slower RSI lines define direction. The document warns that crossovers may lag, that signals can be unreliable in trending markets, and that RSI can fail or diverge. It suggests adjusting periods and thresholds or combining RSI with moving averages or volatility measures. These are proposed refinements, not demonstrated improvements; the source code’s conditions also check the threshold on the prior bar, which is worth considering when reproducing the method.

Key ideas

• An upward 5- and 11-period RSI crossover paired with a 6-period RSI below 30 triggers a long entry.
• A downward crossover paired with a 6-period RSI above 70 triggers a short entry.
• The described configuration uses BTC/USDT futures, but no performance results are reported.
• The author identifies lag, false signals, and indicator failure as limitations.
• Parameter tuning and combining indicators are suggested, but no evidence shows they improve results.

Tags

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