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Recentered Expansion for Equivalent Black Volatility

Article Quant Q&A · Author: Zach Effman

Summary

The document explains how to convert a perturbative approximation for a vanilla call's equivalent Black volatility into an expansion centered at the midpoint between the current forward and strike. The original approximation expands the local volatility function around the strike, producing terms that depend on the forward–strike difference. Re-expressing the strike and the derivatives of the function through a Taylor expansion about the midpoint changes the form of those terms.

The accepted explanation says the midpoint is chosen because its distance from the strike is the negative of half the forward–strike difference. Substituting the Taylor expansions into the original approximation cancels the first-order term, and algebra yields the recentered expression. The note clarifies the manipulation but does not reproduce the full derivation or discuss numerical accuracy, assumptions beyond the stated dynamics, or validation against option prices.

Key ideas

  • The initial equivalent-volatility approximation expands the local volatility function around the strike.
  • The alternative expansion point is the midpoint of the current forward and strike.
  • Taylor-expanding the function and its derivatives around that midpoint removes the first-order forward–strike term.
  • The second expression follows by algebraic substitution into the original approximation.
  • The document gives no numerical validation or detailed discussion of approximation limits.

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Full text
# Change of expansion point for singular perturbation solution in Equivalent Black Volatilities


# Change of expansion point for singular perturbation solution in Equivalent Black Volatilities












In the paper Equivalent Black Volatilities, an peturbative solution is derived for the equivalent Black volatility of a vanilla call option under the dynamics $dF_t = a(t) A(F_t) dW_t$ by Taylor expanding $A$ about $K$. We get that the appropriate integrated volatility is $$\sqrt{\tau^*} = A(K) \sqrt{\tau} [1 + \frac{\nu_1}{2}\cdot (f-K) + \frac{2\nu_2 -\nu_1^2}{12}(f-K)^2+\frac{2\nu_2-\nu_1^2}{24}A^2(K)\tau+\cdots]$$ for $f$ the current value of the forward, $\tau=\int_t^T a^2(s) ds$, and $\nu_i$ the ratio of the $i$th derivative of $A$ to $A$ itself: $A^{(i)}(K)/A(K)$.

The authors then point out that the first two terms of this expansion are $\tau[A(K) + A'(K) (f-K)]$ and state that this suggests expanding $A$ instead about the point $f_{av}:=(f+K)/2$. They then present another equation for $\tau^*$ as

$$A(f_{av}) \sqrt{\tau}[1+\frac{\gamma_2-2\gamma_1^2}{24}(f-K)^2 + \frac{2\gamma_2-\gamma_1^2}{24}A^2(f_{av})\tau+\cdots]$$ where $\gamma_i = A^{(i)}(f_{av})/A(f_{av})$

I'm struggling to understand why those first terms should suggest this new expansion (though I imagine one can somehow see in advance that it will eliminate the linear term in $f-K$) or how the calculation of the new expression is performed. Is there a simple way to get to the second formula from the first, or does one need to repeat the full perturbation analysis?

## Answer by Zach Effman (score 0, accepted)

https://quant.stackexchange.com/a/77293

I hadn't struggled long enough -- all that's happening is we write $K = f_{av} + \frac{K-f}{2}$ and replace $A(K)$ and its derivatives by the Taylor expansion $A(f_{av}) + \frac{K-f}{2}A'(f_{av})+\cdots$ everywhere in the first expression for the vol. This has the nice effect of removing the linear term $\frac{f-K}{2}A'(K)$. $f_{av}$ is chosen for the expansion point specifically because $K - f_{av} = -\frac{f-K}{2}$. The full second expression is just a matter of algebra on the Taylor expansion.

Shown in full with attribution under the source's licence. Licence: CC BY-SA 4.0 (Stack Exchange)

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