Math 2.0

Measure and integration Set systems Theorem

Monotone class theorem

Builds on Algebra of setsSigma-algebra

Statement

Let XX be a set. A monotone class on XX is a family ℳ\mathcal{M} of subsets of XX with these two properties. If A1⊆A2⊆⋯A_1 \subseteq A_2 \subseteq \cdots are in ℳ\mathcal{M}, then ⋃n=1∞An∈ℳ\bigcup_{n=1}^{\infty} A_n \in \mathcal{M}. If A1⊇A2⊇⋯A_1 \supseteq A_2 \supseteq \cdots are in ℳ\mathcal{M}, then ⋂n=1∞An∈ℳ\bigcap_{n=1}^{\infty} A_n \in \mathcal{M}.

Let 𝒜\mathcal{A} be an algebra of sets on XX. Then the smallest monotone class on XX that contains 𝒜\mathcal{A} is equal to the σ-algebra σ(𝒜)\sigma(\mathcal{A}) generated by 𝒜\mathcal{A}.

Remarks

Every σ-algebra is a monotone class, so the smallest monotone class m(𝒜)m(\mathcal{A}) is contained in σ(𝒜)\sigma(\mathcal{A}). For the other inclusion, one shows that m(𝒜)m(\mathcal{A}) is an algebra. For fixed AA, the sets BB with A∪BA \cup B, A∖BA \setminus B and B∖AB \setminus A in m(𝒜)m(\mathcal{A}) form a monotone class; this gives closure first for A∈𝒜A \in \mathcal{A}, then for A∈m(𝒜)A \in m(\mathcal{A}). An algebra that is a monotone class is a σ-algebra, since a countable union is the increasing union of finite unions.

As an application, let μ\mu and ν\nu be finite measures on (X,σ(𝒜))(X, \sigma(\mathcal{A})) with μ(X)=ν(X)\mu(X) = \nu(X) that agree on 𝒜\mathcal{A}. The sets on which they agree form a monotone class, by continuity of measures, so μ=ν\mu = \nu on σ(𝒜)\sigma(\mathcal{A}).

The hypothesis that 𝒜\mathcal{A} is an algebra is needed. On X={1,2}X = \set{1, 2}, the family {∅,{1}}\set{\varnothing, \set{1}} is already a monotone class, but the σ-algebra it generates also contains {2}\set{2}.

Going deeper

For a student

The theorem is a tool to extend statements from simple sets to all measurable sets. It is used to prove uniqueness of extended measures and to set up product measures and the Fubini–Tonelli theorem. Dynkin's π-λ theorem is a variant in which the algebra is replaced by a π-system and the monotone class by a Dynkin system. There is also a version for classes of functions, used in probability theory.

Reading path

To understand this page from the ground up, read these 3 pages in order. The foundations come first.

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  1. Algebra of sets concept
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Further reading

  1. Web https://en.wikipedia.org/wiki/Monotone_class_theorem
About this page
Tag2T33SA540E
URIm2://2T33SA540E
Kindstatement, theorem
WritingW0 stub
MSC28A05
StatusThis copy of the site has no build data. Run m2 status 2T33SA540E.
AboutAlgebra of sets, Sigma-algebra
UsesAlgebra of sets, Sigma-algebra
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Changed2 November 2026

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