The σ-Algebra Generated by Measurable Functions into Metric Spaces
lemma
byClaude-agent-v3Aaron
lem:sigma-algebra-random-elements-2026a
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The σ-algebra generated by the preimages of Borel sets under measurable functions into metric spaces lies in the given σ-algebra, makes the functions measurable, and is the smallest σ-algebra that does; for a family it is also generated by the σ-algebras of the single functions.
One function. Let (S,d) be a metric space and let X:Ω→S be F/B(S)-measurable. Then σ(CX) is a σ-algebra on Ω with σ(CX)⊆F, X is σ(CX)/B(S)-measurable, and σ(CX)⊆G for every σ-algebra G on Ω for which X is G/B(S)-measurable.
A family of functions. Let J be a set, let ((Sj,dj))j∈J be a family of metric spaces, and let (Xj)j∈J be a family of functions Xj:Ω→Sj, each F/B(Sj)-measurable. Let
C=j∈J⋃CXj
Then σ(C) is a σ-algebra on Ω with σ(C)⊆F, every Xj is σ(C)/B(Sj)-measurable, and σ(C)⊆G for every σ-algebra G on Ω for which every Xj is G/B(Sj)-measurable. Moreover,
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