The 25d call is long vanna, volga and gamma. The 25d put is long volga and gamma, short vanna. The ATM is long gamma and flat vanna/volga. So the portfolio we want is long 25d call, short 25d put and a small amount of ATM to neutralize the gamma.
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This portfolio just has theta and vanna, so the implied covariance of s, v is (-1) * theta * dt / vanna -- note vanna, theta will both be positive if put vol > call vol, so the covariance will be negative.
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The implied beta is implied covariance / implied variance of the stock. Implied variance is v^s * s^2 * dt, so the implied beta is (-1) * theta / (s^2 * v^2 * vanna) -- note that the dt's cancel (as they should, don't want the answer to depend on time period)
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That's the implied beta for a 1 point move in the underlying. Need to multiply by the underlying price to get the implied beta (in vol points) for a 1% move in the underlying.
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I ignored vega above since we don't generally have a view on the direction of implied vol -- *except* that we will move along the vol surface as time passes and as the stock price changes. Accounting for this would introduce...
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Agree but the premise of the question is that we’re *not* in a flat smile world (otherwise the implied beta would just be 0!)
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Because it’s multiplied by deltaVol, which can be approximated as zero (except for a small drift) whereas the second order greeks are multiplied by quadratic terms which can be much larger.
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Yeah, very data dependent and I expect it varies from market to market.
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