Skip to content
All library documents

Bond Forward Prices and Changes of Numeraire

Article Quant Q&A · Author: Aldo Shumway

Summary

The document presents a question about a derivative whose price and a zero-coupon bond price follow correlated diffusion processes driven by one source of uncertainty. It derives the forward price as the derivative value divided by the bond price, then asks how that forward price evolves under the bond forward measure and under the traditional risk-neutral measure. The central learning point is the role of the numeraire when changing measures and interpreting drift terms.

The post compares a proposed drift adjustment with the martingale condition expected under the money-market numeraire, and points out that the supplied solution appears inconsistent with that condition. It gives no resolution or independent derivation of the disputed risk-neutral dynamics, so it is best read as a conceptual question rather than a confirmed formula. Readers should distinguish the Brownian motion under each measure when checking whether a discounted price is a martingale.

Key ideas

  • The forward price is formed by dividing the derivative price by the price of the zero-coupon bond maturing at the contract date.
  • Under the bond numeraire, the forward price is expected to have zero drift when expressed using the corresponding measure.
  • A change of numeraire changes the Brownian motion and drift, so formulas cannot be compared while treating the Brownian term as unchanged.
  • The post questions whether the proposed traditional risk-neutral dynamics satisfy the martingale condition after discounting by the money-market account.

Tags

Full text
# Hull Martingales and measures problem 27.16 7e?


# Hull Martingales and measures problem 27.16 7e?












Here's a question from Hull's Options Futures and Other derivatives which I'd appreciate if someone helped me to clarify. The question is from the chapter "Martingales and Measures"

Suppose that the price of a zero-coupon bond maturing at time T follows the process:

\begin{align} \frac{dP(t,T)}{P(t,T)} = \mu_P dt + \sigma_P dW_t^{\mathbb{P}} \\ \end{align}

and the price of a derivative dependent on the bond follows the process

\begin{align} \frac{df}{f} = \mu_f dt + \sigma_f dW_t^{\mathbb{P}} \\ \end{align}

Assume only one source of uncertainty and that f provides no income.

(a) What is the forward price $F$ of $f$ for a contract maturing at time $T$?

(b) What is the process followed by $F$ in a world that is forward risk neutral with respect to $P(t,T)$?

(c) What is the process followed by $F$ in the traditional risk-neutral world?

Now the answers are:

(a) $F=\frac{f}{P(t,T)}$, and from here we can derive $F$ dynamics as:

\begin{align} \frac{dF}{F} = (\mu_f-\mu_p + \sigma_P^2 - \sigma_f \sigma_P )dt + (\sigma_f -\sigma_P) dW_t^{\mathbb{P}} \\ \end{align}

(b) Since $F=\frac{f}{P(t,T)}$ has the numeraire $P(t,T)$ we can expect it to be a martingale under this measure so that the dynamics are:

\begin{align} \frac{dF}{F} = (\sigma_f -\sigma_P) dW_t^{\mathbb{P}} \\ \end{align}

(c) This is where I'm confused, the solution apparently is

\begin{align} \frac{dF}{F} = (\mu_f-\mu_p + \sigma_P^2 - \sigma_f \sigma_P )dt + (\sigma_f -\sigma_P) dW_t^{\mathbb{P}} \\ \frac{dF}{F} = ((r + \lambda \sigma_f)-(r + \lambda \sigma_P) + \sigma_P^2 - \sigma_f \sigma_P )dt + (\sigma_f -\sigma_P) dW_t^{\mathbb{P}} \end{align}

Now since we are talking about the risk-neutral world we must choose $B_t$ as the numeraire. With

\begin{align} \frac{dB_t}{B_t} = (r)dt \end{align}

In this chapter Hull says that if we choose $\lambda = \sigma_g$ the process of $f/g$ will become a Martingale. Assuming $f$ and $g$ follow also the same dynamics with the same source of uncertainty.

So in this case we might choose $\lambda = 0$ since there is no brownian motion in the $B_t$ dynamics.

This would lead us to believe that the solution is:

\begin{align} \frac{dF}{F} = (\mu_f-\mu_p + \sigma_P^2 - \sigma_f \sigma_P )dt + (\sigma_f -\sigma_P) dW_t^{\mathbb{P}} \\ \frac{dF}{F} = (\sigma_P^2 - \sigma_f \sigma_P )dt + (\sigma_f -\sigma_P) dW_t^{\mathbb{P}} \quad (1) \end{align}

This last equation is the solution proposed in the Solutions Manual of the book.

My problem here is that to my understanding, if (1) are the actual dynamics of $F$ under the traditional risk-neutral measure then $F/B$ should be a martingale, but when doing the calculation it doesn't.

Is my interpretation of the question incorrect? or could the answer be wrong?

Much help appreciated

Shown in full with attribution under the source's licence. Licence: CC BY-SA 4.0 (Stack Exchange)

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.