Fixed versus random volatility with the same mean
Question
Compare two prices for the same European call. In one, volatility is a constant . In the other, volatility is random (independent of the stock) with an average of . Which call is more valuable?
Short answer
It depends on moneyness: at the money they are almost equal, away from the money the random-volatility call is worth more. With independent random volatility the price is . Near the money is almost linear in , so averaging changes little; for in- or out-of-the-money calls is convex in (positive volga), so by Jensen .
Adapted from Zhou, A Practical Guide to Quantitative Finance Interviews, sec. 6.2 The Greeks, 'Vega B', p.156; question and answer rewritten by SelfMadeQuant.com.
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Open the worked solutionLessons behind this question
- Jensen's Inequality and Convexity
- Derivation — From Binomial Trees to Black-Scholes in the Continuous Limit
- The Black-Scholes Formula Derived via Change of Measure
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