I am confused with the following proof,
Claim: Let $W$ be a Wiener process adapted to a filtration $\mathbb{F}=\{\mathcal{F}_t\}_{t \geq 0}$, and suppose that $W_t-W_s$ is independent of $\mathcal{F}_s$ for all $s<t$. Show that W is an $\mathbb{F}$-martingale.
Proof:
- $W$ is adapted to $\mathbb{F}$ by definition
- We use the Cauchy Schwartz inequality to see that $\mathbb{E} |W_t| \leq \mathbb{E}(|W_t^2|)^{\frac{1}{2}} = \sqrt{t} < \infty$. So $W_t$ is integrable
- We see that, $\mathbb{E}(W_t|\mathcal{F}_s)=\mathbb{E}(W_t + W_s - W_s|\mathcal{F}_s) = \mathbb{E}(W_t-W_s|\mathcal{F}_s) + \mathbb{E}(W_s|\mathcal{F}_s) = W_s$
My questions are:
- In step 2, since $W$ is Wiener, is it not just the case that by definition $\mathbb{E}(W_t) = 0, \forall t$? I do not see a need to use Cauchy Schwartz here.
- Why does independent increments imply that $\mathbb{E}(W_t-W_s|\mathcal{F}_s) = 0$?