Volatility Mean Reversion Strategy cover

A systematic volatility mean reversion strategy using the VIX term structure spread against realized volatility.

What's included:

  • Data: VIX, VIX3M, SPX from FRED + yfinance (free)
  • Signal: standardized spread of implied vol vs realized vol
  • VIX term structure visualization (contango/backwardation regimes)
  • Three implementation approaches with risk/reward tradeoffs
  • Backtest: daily signal, weekly rebalance, 2005-2024 (includes 2008, 2020, 2022)
  • Vol-of-vol analysis (Sharpe undersells fat-tailed vol strategy returns)
  • Sensitivity grid: realized vol lookback × signal threshold × position sizing

Who it's for: Options traders who want a systematic framework for decisions they're currently making discretionarily.

Not financial advice. Past performance does not predict future results.

TAGS: options, volatility, VIX, quantitative finance, python, jupyter, backtesting

Trading and quant

Volatility Mean Reversion Strategy

VIX Quant Notebook

A systematic volatility mean reversion strategy using the VIX term structure spread against realized volatility.

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  • vol-mean-reversion-v1.0.zip