TheoremBase

Measurability of a function for a σ-algebra means that the preimage family lies in it; minimality of the generated σ-algebra then gives all claims.

Proof

Throughout, preimages X−1(B)X^{-1}(B) are subsets of Ω\Omega (Preimages under a Map: Membership, the Preimage Map, Sequences of Preimages, and the Set of Sets with Preimage in a Given Set (i)), CX\mathcal{C}_{X} is the image of B(S)\mathcal{B}(S) under the preimage map of Preimages under a Map: Membership, the Preimage Map, Sequences of Preimages, and the Set of Sets with Preimage in a Given Set (iii), and unions of families of sets are sets (The Union and Product of a Family of Sets Indexed by a Set, and the Intersection of a Family with an Inhabited Index Class, Are Sets (i)), so CX\mathcal{C}_{X}, C\mathcal{C} and the union in (ii) are sets of subsets of Ω\Omega, and σ(⋅)\sigma(\cdot) of each is a σ\sigma-algebra on Ω\Omega containing it (Closure Properties of σ-Algebras, Intersections and Traces of σ-Algebras, and the Generated σ-Algebra (iii)).

Measurability as an inclusion. Let G\mathcal{G} be a σ\sigma-algebra on Ω\Omega. By Measurable Map, and the Set of Measurable Maps (i), a function X:Ω→SX:\Omega\to S is G/B(S)\mathcal{G}/\mathcal{B}(S)-measurable if and only if X−1(B)∈GX^{-1}(B)\in\mathcal{G} for every B∈B(S)B\in\mathcal{B}(S), that is, if and only if

CX⊆G.\mathcal{C}_{X}\subseteq\mathcal{G}.

In the situation of (ii), by the definition of a union (Indexed Families of Sets and Their Union, Intersection and Product (ii)), every XjX_{j} is G/B(Sj)\mathcal{G}/\mathcal{B}(S_{j})-measurable if and only if C⊆G\mathcal{C}\subseteq\mathcal{G}.

Proof of (i). Since CX⊆σ(CX)\mathcal{C}_{X}\subseteq\sigma(\mathcal{C}_{X}), XX is σ(CX)/B(S)\sigma(\mathcal{C}_{X})/\mathcal{B}(S)-measurable. If XX is G/B(S)\mathcal{G}/\mathcal{B}(S)-measurable, then CX⊆G\mathcal{C}_{X}\subseteq\mathcal{G}, hence σ(CX)⊆G\sigma(\mathcal{C}_{X})\subseteq\mathcal{G} (Closure Properties of σ-Algebras, Intersections and Traces of σ-Algebras, and the Generated σ-Algebra (iv)). As XX is F/B(S)\mathcal{F}/\mathcal{B}(S)-measurable, the case G=F\mathcal{G}=\mathcal{F} gives σ(CX)⊆F\sigma(\mathcal{C}_{X})\subseteq\mathcal{F}.

Proof of (ii). The same argument with C\mathcal{C} in place of CX\mathcal{C}_{X} gives the first three assertions. For the last, let D=⋃j∈Jσ(CXj)\mathcal{D}=\bigcup_{j\in J}\sigma(\mathcal{C}_{X_{j}}), a set by The Union and Product of a Family of Sets Indexed by a Set, and the Intersection of a Family with an Inhabited Index Class, Are Sets (i). Since CXj⊆σ(CXj)\mathcal{C}_{X_{j}}\subseteq\sigma(\mathcal{C}_{X_{j}}) for every jj, we have C⊆D\mathcal{C}\subseteq\mathcal{D}, so σ(C)⊆σ(D)\sigma(\mathcal{C})\subseteq\sigma(\mathcal{D}) (Closure Properties of σ-Algebras, Intersections and Traces of σ-Algebras, and the Generated σ-Algebra (v)). Conversely, every XjX_{j} is σ(C)/B(Sj)\sigma(\mathcal{C})/\mathcal{B}(S_{j})-measurable, so σ(CXj)⊆σ(C)\sigma(\mathcal{C}_{X_{j}})\subseteq\sigma(\mathcal{C}) by (i); hence D⊆σ(C)\mathcal{D}\subseteq\sigma(\mathcal{C}), and σ(D)⊆σ(C)\sigma(\mathcal{D})\subseteq\sigma(\mathcal{C}) by Closure Properties of σ-Algebras, Intersections and Traces of σ-Algebras, and the Generated σ-Algebra (iv).

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