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Gamma Scalping for Forecast Increases in Realized Volatility

Article Quant Q&A · Author: qcqp

Summary

The question describes selecting equities expected to have higher realized volatility over the coming month than in the prior month. The forecast is reported to be correct 60–70% of the time, with an average relative volatility increase of about 50%, while current implied volatility is often below recent historical volatility. A long straddle is considered, but gradual volatility increases and the passage of time can erode its value before a large move occurs.

The answer identifies gamma scalping as a related approach: holding options exposure and trading the underlying to respond to realized price movement. It cautions that attempting to time a short volatility window leaves the position exposed to theta decay, which accelerates near expiration. The reply points to further discussion rather than laying out implementation details, contract selection, hedge frequency, liquidity handling, or evidence of profitability. The forecast statistics concern realized volatility selection and do not establish that an options strategy will be profitable after premiums, trading costs, and execution constraints.

Key ideas

  • Gamma scalping is suggested as an options approach to a forecast of rising realized volatility.
  • A long straddle may lose value when volatility rises gradually and the underlying lacks dramatic moves.
  • Theta decay is a key risk when trying to capture a short-lived volatility increase.
  • The response gives a conceptual pointer but does not specify a complete trading or hedging method.

Tags

Full text
# Trading strategies for increased realized volatility


# Trading strategies for increased realized volatility












Suppose once every 2-3 weeks I have a way to select a few equities that are likely to exhibit higher realized volatility in the future month (relative to the past month). Historically, the average realized vol relative increase on such selections is about 50%, and about 60-70% of the time the selection is correct (i.e. volatility indeed increases).

There is nothing in the forecast about the future implied vol.; the current implied vol. (at the time when a selection is made) is typically somewhat less than the past 30 days historical vol. (stocks being selected are in an up-trend; the methodology anticipates either a strong reversal or some range-bound oscillations in advance, before they happen).

A long straddle would be one of the simplest strategies in this context; however, sometimes there are no dramatic price moves, and the onset of higher vol. happens over 2-3 weeks, making the straddles nearly worthless due to their theta-decay.

What other trading strategies utilizing listed options could help exploit this situation? The underlying equities have modest option interest, thus liquidity constraints are relevant.

## Answer by Dr. Michael J. Stefano (score 1)

https://quant.stackexchange.com/a/85338

what you would like to do is basically called gamma scalping. trying to time it that short time frame will leave you at the mercy of theta decay which is accelerating fiercely in those last 2weeks.

read this link and see what you think

https://quant.stackexchange.com/a/85336/90986

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