Questions: Measurable Sets and σ-Algebra Properties
5 questions to test your understanding
Score: 0 / 5
Question 1 Multiple Choice
A student asks: 'Why do σ-algebras require closure under countable unions? Wouldn't finite unions be enough?' What is the most precise answer?
ACountable sets are larger than finite sets, so countable closure includes more sets and gives a richer structure
BFinite unions would exclude most interesting sets like open and closed sets in the Borel σ-algebra
CMeasure theory is built around limits of sequences of sets, and countable additivity — the central axiom of a measure — requires all countable unions of measurable sets to themselves be measurable
DWe need countable unions specifically to handle probability spaces, where countably infinite sample spaces arise
The reason is structural and principled: countable additivity (μ(⋃Aₙ) = Σμ(Aₙ) for disjoint Aₙ) is the defining axiom of a measure. To even state this axiom, all the relevant countable unions must be measurable. If we only required finite closure, we could not take limits of measurable sets and expect the result to remain measurable — which is essential for analysis.
Question 2 Multiple Choice
Which of the following operations on measurable sets A and B is guaranteed to produce another measurable set?
AThe uncountable union of translates of A indexed by all real numbers
BThe set difference A \ B
CA set formed by choosing one representative from each equivalence class defined by a relation on A
DThe power set of A (all subsets of A)
A \ B = A ∩ Bᶜ. Since Bᶜ is measurable (closure under complements) and A ∩ Bᶜ is a countable (here finite) intersection of measurable sets, it is measurable. Option A is an uncountable union — σ-algebras only guarantee closure under *countable* unions. Options C and D are Vitali/power-set constructions that escape the σ-algebra.
Question 3 True / False
A collection of subsets closed under finite unions and complements is automatically a σ-algebra.
TTrue
FFalse
Answer: False
Such a collection is an algebra (or field), not a σ-algebra. A σ-algebra additionally requires closure under *countable* (infinite) unions, not just finite ones. The distinction matters: an algebra closed under finite operations is not sufficient for defining a measure with countable additivity, because sequences of measurable sets may have unions that fall outside the collection.
Question 4 True / False
In a σ-algebra, countable intersections of measurable sets are automatically measurable, even though 'closure under intersections' is not listed as an axiom.
TTrue
FFalse
Answer: True
By De Morgan's law: ∩Aₙ = (∪Aₙᶜ)ᶜ. Since each Aₙᶜ is measurable (closure under complements), their countable union is measurable (closure under countable unions), and the complement of that union is measurable again. Intersection is a derived property, not an independent axiom — which is why σ-algebras can be stated parsimoniously with just complements and countable unions.
Question 5 Short Answer
Why do σ-algebras require closure under countable unions rather than just finite unions?
Think about your answer, then reveal below.
Model answer: Because measure theory is built around limits. The central axiom — countable additivity — states that the measure of a countable disjoint union equals the sum of individual measures. For this to be a well-formed statement, every countable union of measurable sets must itself be measurable. Finite closure would prevent us from taking limits of sequences of measurable sets and keeping the result in the σ-algebra, which would make the entire framework of Lebesgue integration and convergence theorems impossible.
The closure properties of σ-algebras are not arbitrary — each one is exactly what is needed to make measure consistent and self-contained under the operations of analysis. Countable unions are the minimum needed for the limit operations that are the whole point of the theory.