sigma-algebra generated by two-sigma algebras is generated by the intersection of sets from these two sigma-algebra

$\begingroup$

Let $\mathcal{G}$ and $\mathcal{H}$ be two $\sigma$-algebras on a set $\Omega$.

Does it hold that $$\sigma(\mathcal{H},\mathcal{G}) = \sigma\{G\cap H: G\in\mathcal{G}, H\in \mathcal{H}\}?$$

How to prove it or disapprove it?

$\endgroup$

1 Answer

$\begingroup$

Let $\mathcal{G}$ and $\mathcal{H}$ be two $\sigma$-algebras on a set $\Omega$. Let $S=\{G\cap H: G\in\mathcal{G}, H\in \mathcal{H}\}$.

Since $\Omega \in \mathcal{G}$, we have that, for all $H\in \mathcal{H}$, $H = \Omega \cap H \in S$. So $\mathcal{H} \subseteq S$. In a similar way, since $\Omega \in \mathcal{H}$, we have that $\mathcal{G} \subseteq S$.

So we have $\mathcal{G} \cup \mathcal{H} \subseteq S$. Then we have

$$ \sigma(\mathcal{H},\mathcal{G}) = \sigma(\mathcal{H} \cup \mathcal{G}) \subseteq \sigma(S)\tag{1} $$

On the other hand, we have that $S \subseteq \sigma(\mathcal{H},\mathcal{G})$, so we have:

$$ \sigma(S) \subseteq \sigma(\mathcal{H},\mathcal{G}) \tag{2} $$

From $(1)$ and $(2)$, we have

$$\sigma(\mathcal{H},\mathcal{G}) = \sigma(S) $$

that is$$\sigma(\mathcal{H},\mathcal{G}) = \sigma\{G\cap H: G\in\mathcal{G}, H\in \mathcal{H}\}$$

$\endgroup$

Your Answer

Sign up or log in

Sign up using Google Sign up using Facebook Sign up using Email and Password

Post as a guest

By clicking “Post Your Answer”, you agree to our terms of service, privacy policy and cookie policy

You Might Also Like