(My Question)
Please show me how to compute the following expectation with its computation process. Besides, $B_t$ is S.B.M.
$$E\left[ \exp \left( – \int^T_t \int^u_0 \sigma e^{-b(u-s)} d B_s du \right) \right]$$
(Thank you for your help in advance.)
(Cross-link)
I have posted the same question on https://quant.stackexchange.com/questions/47522/cumulative-integration-with-regard-to-vasicek-models-bond-price-and-its-forward/47524#47524
(Original Question)
Solve $P(t, T)$ with the following model
$$dr_t=-br_t dt + \sigma dB_t$$
(My consideration)
- Fist,
$$r_u=e^{-bu} r_0 + \int^u_0 \sigma e^{-b(u-s)} dB_s$$
- Second,
\begin{eqnarray}
P(t, T) &=& E \left[ \exp \left( – \int^T_t r_u du \right) \middle| \mathcal{F}_t \right] \\
&=& E\left[ \exp \left( – \int^T_t \left(e^{-bu} r_0 + \int^u_0 \sigma e^{-b(u-s)} dB_s \right) du \right) \middle| \mathcal{F}_t \right] \\
&=& E\left[ \exp \left( – \int^T_t e^{-bu} r_0 du – \int^T_t \int^u_0 \sigma e^{-b(u-s)} dB_s du \right) \middle| \mathcal{F}_t \right] \\
&=& \frac{r_0}{b} (e^{-bT}-e^{-bt}) E\left[ \exp \left(- \int^T_t \int^u_0 \sigma e^{-b(u-s)} dB_s du \right) \middle| \mathcal{F}_t \right]
\end{eqnarray}
- Third, I assume to use the following formula, but I cannot have any idea to replace the integration order.
$$E\left[ \exp \left( \int^T_t f(s) dB_s \right) \middle| \mathcal{F}_t \right] = \exp \left( \frac{1}{2} \int^T_t f(s)^2 ds \right) $$
Best Answer
(Cumulative Integration Formula Replacing $du$ and $dB_s$)
I have developed formulas to solve this by myself!
\begin{eqnarray} \int^t_0 \int^u_0 dB_s \ du &=& \int^t_0 \int^u_s du \ dB_s \\ \int^T_t \int^u_0 dB_s \ du &=& \int^T_0 \int^u_s du \ dB_s - \int^t_0 \int^u_s du \ dB_s \end{eqnarray}
Therefore, we can use the following formula as I assume.
$$E\left[ \exp \left( \int^T_t f(s) dB_s \right) \middle| \mathcal{F}_t \right] = \exp \left( \frac{1}{2} \int^T_t f(s)^2 ds \right) $$
I solved the Vasicek Bond Price computation using the formulas.