Sigma-algebra

guillefix 4th November 2016 at 2:43pm
Measure theory

Given a set Ω\Omega, a σ\sigma-algebra on Ω\Omega, A\mathcal{A} is a subset of the Power set of Ω\Omega (A2Ω\mathcal{A} \subset 2^\Omega), s.t.

  1. AA is non-empty.
  2. AA is closed under complements. EAEcAE \in \mathcal{A} \Rightarrow E^c \in \mathcal{A}
  3. AA is closed under countable unions. E1,E2,...Ai=1EiAE_1, E_2, ... \in \mathcal{A} \Rightarrow \bigcup\limits_{i=1}^{\infty} E_i \in \mathcal{A}

(PP 1.2) Measure theory: Sigma-algebras

From these axioms, one can show that a sigma-algebra is closed under countable intersections too.

The sigma-algebra generated by C2ΩC \in 2^\Omega, written as σ(C)\sigma(C), is the "smallest" sigma-algebra containing CC. See here to see precise definition and why this always exits.

A common example is the Borel sigma-algebra.

A sigma-algebra can be generated by an algebra, as explained in the Caratheodory extension theorem