Update on the VIX-GARCH Spread

by Graham Giller August 22, 2009 00:15

In some of our posts from late last year, we discussed the comparison between the forward volatility as expressed by the CBOE's VIX Index and our daily forecasts of the volatility of the S&P 500 Share Index.

Comparison of VIX Index with Volatility Model

As can be seen from the above chart, the positive offset between the VIX Index and our GARCH forecast of volatility, after reversing pro articulus — indicating that the strategy of selling options on the S&P 500 Index and delta hedging them from an accurate volatility model would not be profitable — has recovered to its historical level, and now, sec. articulus, is richer than it was in recent history.

To the eye, this appears coincident, as we have discussed, with the recovery in profitability for hedge funds and trading firms, who's dynamic trading activityis mathematically equivalent to delta hedging synthetic options written on a risk factor and sold to their investors. We will follow up this chart with a more rigourous analysis, now that we are apparently back in the prior region of phase space.

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About the Author

Graham Giller - Headshot GRAHAM GILLER
Dr. Giller holds a doctorate from Oxford University in experimental elementary particle physics. His field of research was statistical astronomy using high energy cosmic rays. After leaving Oxford, he worked in the Process Driven Trading Group at Morgan Stanley, as a strategy researcher and portfolio manager. He then ran a CTA/CPO firm which concentrated on trading eurodollar futures using statistical models. From 2004, he has managed a private family investment office. In 2009, he joined a California based hedge fund startup, concentrating on high frequency alpha and volatility forecasting. A detailed resume is available.

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