Jensen's inequality and convexity in pricing
Question
State Jensen's inequality and describe why it matters in finance.
Short answer
For convex , (reversed for concave ). Option payoffs are convex, so an option is worth more than its payoff evaluated at the expected price, and that gap (time value) grows with volatility. It also explains convexity adjustments in rates (e.g. futures versus forwards, CMS) and why expected log return lies below the log of expected return.
Adapted from Wilmott, Frequently Asked Questions in Quantitative Finance, FAQ 21, p.97; question and answer rewritten by SelfMadeQuant.com.
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Open the worked solutionLessons behind this question
- Jensen's Inequality and Convexity
- Expectation, Mean, and Variance
- Conditional Expectation and Variance Revisited
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