RSI Momentum Entries with Asymmetric Dynamic Exit Levels

Summary

This long-short strategy uses a 14-period RSI to trigger entries and manage exits. A move above 30 generates a buy signal, while a move below 70 generates a sell signal. It permits only one open directional position at a time. Long positions close on a sell signal or when RSI reaches 60; short positions close on a buy signal or when RSI falls to 40. These different exit levels create an asymmetric exit rule around the entry signals.

The document gives parameter settings and specifies a three-hour Bitcoin futures backtest covering October 2024, but it reports no performance statistics. It notes that the RSI rules may trade frequently in sideways markets, exit before a trend has run its course, and incur slippage during volatile periods. RSI thresholds and exit levels are adjustable, but no evidence is presented to show which settings work best. Suggested extensions include trend filters, volatility-based parameter changes, position sizing, and trailing stops.

Key ideas

• The strategy uses RSI crossings of 30 and 70 as long and short entry signals.
• It limits exposure to one directional position at a time.
• Long exits occur on a sell signal or at RSI 60, while short exits occur on a buy signal or at RSI 40.
• Sideways conditions can lead to frequent trades and higher transaction costs.
• The published backtest settings specify a period and market but provide no performance results.

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