Sigma-ideal

Family closed under subsets and countable unions

In mathematics, particularly measure theory, a 𝜎-ideal, or sigma ideal, of a σ-algebra (𝜎, read "sigma") is a subset with certain desirable closure properties. It is a special type of ideal. Its most frequent application is in probability theory.[citation needed]

Let ( X , Σ ) {\displaystyle (X,\Sigma )} be a measurable space (meaning Σ {\displaystyle \Sigma } is a 𝜎-algebra of subsets of X {\displaystyle X} ). A subset N {\displaystyle N} of Σ {\displaystyle \Sigma } is a 𝜎-ideal if the following properties are satisfied:

  1. N {\displaystyle \varnothing \in N} ;
  2. When A N {\displaystyle A\in N} and B Σ {\displaystyle B\in \Sigma } then B A {\displaystyle B\subseteq A} implies B N {\displaystyle B\in N} ;
  3. If { A n } n N N {\displaystyle \left\{A_{n}\right\}_{n\in \mathbb {N} }\subseteq N} then n N A n N . {\textstyle \bigcup _{n\in \mathbb {N} }A_{n}\in N.}

Briefly, a sigma-ideal must contain the empty set and contain subsets and countable unions of its elements. The concept of 𝜎-ideal is dual to that of a countably complete (𝜎-) filter.

If a measure μ {\displaystyle \mu } is given on ( X , Σ ) , {\displaystyle (X,\Sigma ),} the set of μ {\displaystyle \mu } -negligible sets ( S Σ {\displaystyle S\in \Sigma } such that μ ( S ) = 0 {\displaystyle \mu (S)=0} ) is a 𝜎-ideal.

The notion can be generalized to preorders ( P , , 0 ) {\displaystyle (P,\leq ,0)} with a bottom element 0 {\displaystyle 0} as follows: I {\displaystyle I} is a 𝜎-ideal of P {\displaystyle P} just when

(i') 0 I , {\displaystyle 0\in I,}

(ii') x y  and  y I {\displaystyle x\leq y{\text{ and }}y\in I} implies x I , {\displaystyle x\in I,} and

(iii') given a sequence x 1 , x 2 , I , {\displaystyle x_{1},x_{2},\ldots \in I,} there exists some y I {\displaystyle y\in I} such that x n y {\displaystyle x_{n}\leq y} for each n . {\displaystyle n.}

Thus I {\displaystyle I} contains the bottom element, is downward closed, and satisfies a countable analogue of the property of being upwards directed.

A 𝜎-ideal of a set X {\displaystyle X} is a 𝜎-ideal of the power set of X . {\displaystyle X.} That is, when no 𝜎-algebra is specified, then one simply takes the full power set of the underlying set. For example, the meager subsets of a topological space are those in the 𝜎-ideal generated by the collection of closed subsets with empty interior.

See also

  • δ-ring – Ring closed under countable intersections
  • Field of sets – Algebraic concept in measure theory, also referred to as an algebra of sets
  • Join (sigma algebra) – Algebraic structure of set algebraPages displaying short descriptions of redirect targets
  • 𝜆-system (Dynkin system) – Family closed under complements and countable disjoint unions
  • Measurable function – Function for which the preimage of a measurable set is measurable
  • π-system – Family of sets closed under intersection
  • Ring of sets – Family closed under unions and relative complements
  • Sample space – Set of all possible outcomes or results of a statistical trial or experiment
  • 𝜎-algebra – Algebraic structure of set algebra
  • 𝜎-ring – Family of sets closed under countable unions
  • Sigma additivity – Mapping functionPages displaying short descriptions of redirect targets

References

  • Bauer, Heinz (2001): Measure and Integration Theory. Walter de Gruyter GmbH & Co. KG, 10785 Berlin, Germany.