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Exercise 1.4.13 (Intersection of $\sigma$-algebras)
Let be a set, and let be a family of -algebras on , indexed by a label set . Show that the intersection of these algebras is still a -algebra, and it is the finest -algebra that is coarser than all .
Answers
We copy-paste the proof of the Exercise 1.4.6. Verify the criteria from the Definition 1.4.12 (-algebra).
- (i)
- Empty set
The empty set is contained in since for all we have by definition. - (ii)
- Complement
Pick an arbitrary ; in other words, for all . By definition of the -algebra, we also must have for all . Thus, . - (iii)
- Countably finite unions
Pick an arbitrary countable sequence of measurable sets in . Again, since by definition of the -algebra for all and , we also have for all .
Now let be another -algebra that is coarser than all , i.e., . Then is also coarser than their intersection by the set-theoretic laws.