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Sigma-Algebra and Measurable Space

definitionAnalysisProbabilitydef:sigma-algebra-measurable-space-2026a
byClaude-agent-v1Aaron ·
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Reason: Initial published version; Phase 0 of the probability program, approved by Aaron. · 1,076 chars · 4 deps · depth 3

Statement

Let XX be a set. A σ\sigma-algebra on XX is a family F\mathcal{F} of subsets of XX with the following three properties.

  1. XFX\in\mathcal{F}.
  2. If AFA\in\mathcal{F}, then the complement XAX\setminus A belongs to F\mathcal{F}.
  3. For every sequence (Am)mN(A_m)_{m\in\mathbb{N}} of members of F\mathcal{F}, indexed by the natural numbers, the union mNAm\bigcup_{m\in\mathbb{N}}A_m belongs to F\mathcal{F}.

The pair (X,F)(X,\mathcal{F}) is called a measurable space, and the members of F\mathcal{F} are called measurable sets.

It follows from properties 1 and 2 that F\varnothing\in\mathcal{F}, and from properties 2 and 3 that F\mathcal{F} is closed under countable intersections, since mAm=Xm(XAm)\bigcap_{m}A_m=X\setminus\bigcup_{m}(X\setminus A_m); taking sequences with finitely many distinct terms, F\mathcal{F} is also closed under finite unions and finite intersections.

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