Index implied volatility
What this preview is
Index implied volatility is a easy quant interview question on option theory.
- Difficulty
- Easy
- Topic
- Option Theory
- Discipline
- Quant trading
- Language
- Agnostic
- Companies
- 0
What this index implied volatility question tests
This is an easy option-theory question that asks you to compute the implied volatility of a portfolio given the individual components' volatilities and their correlations. It is a foundational skill for traders and structurers who price index derivatives.
The core idea is that portfolio volatility is not simply a weighted average of component volatilities—correlation structure matters. When stocks move together, the portfolio is riskier; when they diversify, it is safer. To solve this, you need to set up the variance of a weighted sum, account for all pairwise covariances, and then extract the volatility. This tests whether you can apply basic linear-algebra reasoning to a practical derivatives problem.
- Portfolio variance formula with correlation
- Relationship between correlation, covariance, and individual volatilities
- Implicit assumption that index IV equals portfolio volatility
Related practice
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