For a European bond option with payoff , this becomes a double integral: we must compute the joint distribution of the stochastic discount factor and the random bond price under . In all but the simplest Gaussian models, this is intractable.
The change of numeraire technique solves this cleanly. Instead of discounting with the money-market account , we use the -bond as the numeraire. Under the corresponding T-forward measure , the pricing formula simplifies to:
The stochastic discount factor disappears — replaced by the deterministic (at time ) bond price . This single reduction makes European bond option pricing tractable in a huge class of models, including the entire affine family and the HJM framework.
Learning objectives. By the end of this note you should be able to:
- define the -forward measure via its Radon-Nikodym density with respect to ;
- state and prove Proposition 7.1 (the forward-measure pricing formula);
- prove that is a -martingale;
- state the expectation hypothesis under (forward rate = -expectation of future short rate);
- relate the -forward measure to the -forward measure by computing ;
- apply the forward measure to decompose a European bond option price into two forward-measure probabilities.
In this lesson
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- The change of numeraire — motivation
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- Definition of the T-forward measure
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- The forward-measure pricing formula
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- Martingale property of relative bond prices
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- The -Brownian motion and forward rate
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- Changing between forward measures
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- Bond option pricing via the forward measure
Before you start
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