VIX Mean Reversion Signals Using a Moving Average Threshold

Summary

This strategy compares a volatility index with its 10-day simple moving average and seeks trades after large deviations. A long signal requires the index’s low to remain above the average and its close to be at least 10% higher; a short signal applies the corresponding conditions below the average. Positions are closed when the index crosses the prior day’s moving average intraday. The rules therefore use both a threshold for entry and a moving-average reference for exit.

The document frames the method as a way to trade extreme changes in market volatility and sentiment, and suggests adjusting the averaging period and deviation threshold or adding filters. Published settings list daily data across a multi-year date range, but no returns, trade counts, or other test results are included. The listed instrument settings identify BTC-USDT futures while the strategy requests a VIX symbol, leaving the tested data mapping unclear. Mean reversion can fail during persistent trends, and volatility spikes may bring liquidity and slippage risks.

Key ideas

• Entries require the volatility index to be at least 10% above or below its 10-day moving average, with the full day’s range on the corresponding side.
• The long and short positions exit when the index crosses the previous day’s moving average intraday.
• The strategy assumes sufficiently extreme deviations will reverse toward the moving average.
• The document suggests tuning thresholds and adding filters, but reports no performance results.
• Published settings pair a VIX input with BTC-USDT futures, so the tested instrument mapping is unclear.

Tags

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