New answers tagged stochastic
4
Just wanted to add to @StackG's great answer using a different approach. Please, double-check my solution as well because I'm not 100% sure.
Let $\sigma_t$ be sufficiently regular such that $\dot{\sigma}_t \stackrel{def}{=}\frac{d \sigma}{dt}$ is well defined. Then, Ito's lemma:
$$
d(\sigma_t W_t) = \dot{\sigma}_t W_t dt + \sigma_t dW_t
$$
which in integral ...
7
What a great question! I've had a go at it below, I'd say I'm about 75% sure of the result I've got to but I'd love feedback from others.
I'm going to use the definition of the Ito integral,
\begin{align}
\int^t_0 \sigma_s dW_s = \lim_{n \to \infty} \sum_{i=1}^n \sigma_{t_{i-1}} \bigl( W_{t_i} - W_{t_{i-1}} \bigr)
\end{align}
where $t_n = t$.
Then, using the ...
Top 50 recent answers are included
Related Tags
stochastic × 55stochastic-calculus × 19
volatility × 10
stochastic-processes × 10
itos-lemma × 7
brownian-motion × 6
sde × 6
options × 5
heston × 5
interest-rates × 4
equities × 3
finance × 3
derivatives × 3
black-scholes × 2
implied-volatility × 2
finance-mathematics × 2
pricing × 2
forward × 2
models × 2
distribution × 2
short-rate × 2
differential-equations × 2
wienerprocess × 2
expected-value × 2
programming × 1