My probability textbook has a really crappy proof for the following result. Suppose $S$ and $T$ are stopping times, with $S(\omega) \le T(\omega)$ for all $\omega$. Prove that $\mathcal{F}_S \subset \mathcal{F}_T$. Can anyone give me a direct proof for this?
2026-03-26 11:24:11.1774524251
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Stopping Time Subset Proof
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Starting from a probability space $(\Omega,\mathcal{F},P)$ with a filtration $\{\mathcal{F}_t\}$ we have the following definitions:
$$\mathcal{F}_S:=\{A\in\mathcal{F}:A\cap\{S\le t\}\in\mathcal{F}_t, \forall t\ge 0\}$$
The proof $\mathcal{F}_S\subset\mathcal{F}_T$ is straightforward. Let $A\in\mathcal{F}_S$ and $t\ge 0$. All we need to show is $A\cap\{T\le t\}\in\mathcal{F}_t,\forall t\ge 0$:
Since $T$ is a stopping time we know $\{T\le t\}\in\mathcal{F}_t$,$\forall t$. Hence
$$A\cap\{T\le t\}=A\cap \{S\le t\}\cap \{T\le t\}\in\mathcal{F}_t$$
Since both, $A\cap \{S\le t\}$ and $\{T\le t\}$ are elements of $\mathcal{F}_t$, so is their intersection. The equality is true since $\{S\le t\}\subset\{T\le t\}$.
Take $A \in \mathcal{F}_S$. Then $A \cap \{S = n\} \in \mathcal{F}_n$ for all $n$. Since $\mathcal{F}_m \subset \mathcal{F}_n$ for all $m \le n$, we also have $A \cap \{S \le n\} \in \mathcal{F}_n$, we know $A \cap \{T = n\} = A \cap \{S \le n\} \cap \{T = n\} \in \mathcal{F}_n$. Therefore, $A \in \mathcal{F}_T$ as well.