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Fixed Income and Interest-Rate Models / No-Arbitrage Pricing and the Risk-Neutral Framework

Change of Numeraire and the T-Forward Measure

The fundamental pricing equation prices any TT-claim XX as:
π(t,X)=B(t) EQ ⁣[XB(T) ∣ Ft].\pi(t, X) = B(t)\,\mathbb{E}^{\mathbb{Q}}\!\left[\frac{X}{B(T)}\,\Big|\,\mathcal{F}_t\right].

For a European bond option with payoff X=(P(T1,T2)−K)+X = (P(T_1, T_2) - K)^+, this becomes a double integral: we must compute the joint distribution of the stochastic discount factor 1/B(T1)1/B(T_1) and the random bond price P(T1,T2)P(T_1, T_2) under Q\mathbb{Q}. 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 B(t)B(t), we use the TT-bond P(t,T)P(t,T) as the numeraire. Under the corresponding T-forward measure QT\mathbb{Q}^T, the pricing formula simplifies to:
π(t,X)=P(t,T) EQT[X∣Ft].\pi(t, X) = P(t, T)\,\mathbb{E}^{\mathbb{Q}^T}[X \mid \mathcal{F}_t].
The stochastic discount factor disappears — replaced by the deterministic (at time tt) bond price P(t,T)P(t,T). 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 TT-forward measure QT\mathbb{Q}^T via its Radon-Nikodym density with respect to Q\mathbb{Q};
  • state and prove Proposition 7.1 (the forward-measure pricing formula);
  • prove that P(t,S)/P(t,T)P(t,S)/P(t,T) is a QT\mathbb{Q}^T-martingale;
  • state the expectation hypothesis under QT\mathbb{Q}^T (forward rate = QT\mathbb{Q}^T-expectation of future short rate);
  • relate the TT-forward measure to the SS-forward measure by computing dQS/dQTd\mathbb{Q}^S/d\mathbb{Q}^T;
  • apply the forward measure to decompose a European bond option price into two forward-measure probabilities.

In this lesson

    1. The change of numeraire — motivation
    1. Definition of the T-forward measure
    1. The forward-measure pricing formula
    1. Martingale property of relative bond prices
    1. The QT\mathbb{Q}^T-Brownian motion and forward rate
    1. Changing between forward measures
    1. Bond option pricing via the forward measure

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