When you price a European option whose payoff depends on two correlated underlyings, the price is an integral of the payoff against a bivariate probability density over . To evaluate that integral you need to decompose it into two successive single-variable integrals — one asset at a time. Fubini's theorem is the theorem that licenses this decomposition: when is continuous on a rectangle, the double integral equals either iterated integral, and they are equal to each other. This note builds the double integral from Riemann sums, proves (in essence) Fubini's theorem, and works through the iterated-integration technique.
Learning objectives. By the end of this note you should be able to:
- define the double integral of over a rectangle as a limit of Riemann sums;
- state Fubini's theorem and apply it to evaluate double integrals as iterated integrals in either order;
- handle double integrals with non-constant limits by treating one variable as a parameter while integrating the other;
- identify when switching the order of integration simplifies the calculation.
In this lesson
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- From Riemann Sums to the Double Integral
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- Iterated Integrals
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- Fubini's Theorem
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- Choosing the Order of Integration
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- Summary Table
Before you start
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