Take the 2-minute tour ×
Quantitative Finance Stack Exchange is a question and answer site for finance professionals and academics. It's 100% free, no registration required.

If we know the options Implied Volatility (IV) skew for an equity, is it possible to calculate the probability of the equity moving, given a move in the IV?

We can define IV skew as the difference between IV at delta 0.25 compared to IV at delta 0.75.

share|improve this question
add comment

1 Answer 1

up vote 2 down vote accepted

The skew alone is not enough. You can see this by noting the one-to-one correspondence between volatility skew and terminal probability distributions, which is independent of price and volatility dynamics. (See my answer at QQplot of returns from implied vols (as opposed to historic vols) for a derivation of that dependence)

Now, if you choose a non-Black-Scholes model (such as the Heston model) and calibrate it, then you can use that model to compute, say, the maximum likelihood equity price given a certain level of implied volatility.

share|improve this answer
Very interesting. We have developed a model that can accurately predict IV in all of the market regimes we have tested it in, back to 2002. Would you be interested in collaborating to produce a method of using this same equation to predict the underlying? Preliminary results show that this is definitely possible with SPX/VIX. –  Contango Aug 21 '11 at 22:31
add comment

Your Answer


By posting your answer, you agree to the privacy policy and terms of service.

Not the answer you're looking for? Browse other questions tagged or ask your own question.