PlanetMath (more info)
 Math for the people, by the people.
Encyclopedia | Requests | Forums | Docs | Wiki | Random | RSS  
Login
create new user
name:
pass:
forget your password?
Main Menu
Owner confidence rating: Very high Entry average rating: No information on entry rating
$\sigma$-algebra (Definition)

Introduction

When defining a measure for a set $E$ we usually cannot hope to make every subset of $E$ measurable. Instead we must usually restrict our attention to a specific collection of subsets of $E$, requiring that this collection be closed under operations that we would expect to preserve measurability. A $\sigma$-algebra is such a collection.

Definition

Given a set $E$, a $\sigma$-algebra in $E$ is a collection $\mathcal{F}$ of subsets of $E$ such that:

  • $\varnothing \in\mathcal{F}$.
  • Any union of countably many elements of $\mathcal{F}$ is an element of $\mathcal{F}$.
  • The complement of any element of $\mathcal{F}$ in $E$ is an element of $\mathcal{F}$.

Notes

It follows from the definition that any $\sigma$-algebra $\mathcal{F}$ in $E$ also satisfies the properties:

  • $E\in\mathcal{F}$.
  • Any intersection of countably many elements of $\mathcal{F}$ is an element of $\mathcal{F}$.

Note that a $\sigma$-algebra is a field of sets that is closed under countable unions and countable intersections (rather than just finite unions and finite intersections).

Given any collection $C$ of subsets of $E$, the $\sigma$-algebra $\sigma(C)$ generated by $C$ is defined to be the smallest $\sigma$-algebra in $E$ such that $C\subseteq \sigma(C)$. This is well-defined, as the intersection of any non-empty collection of $\sigma$-algebras in $E$ is also a $\sigma$-algebra in $E$.

Examples

For any set $E$, the power set $\mathcal{P}(E)$ is a $\sigma$-algebra in $E$, as is the set $\{\varnothing ,E\}$.

A more interesting example is the Borel $\sigma$-algebra in $\mathbb{R}$, which is the $\sigma$-algebra generated by the open subsets of $\mathbb{R}$, or, equivalently, the $\sigma$-algebra generated by the compact subsets of $\mathbb{R}$.



"$\sigma$-algebra" is owned by yark. [ full author list (2) | owner history (1) ]
(view preamble)

View style:

See Also: Borel $\sigma$-algebra, $\sigma$-algebra generated by a random variable, ring of sets

Other names:  sigma-algebra, sigma algebra, $\sigma$ algebra, Borel structure, $\sigma$-field, sigma-field, sigma field, $\sigma$ field
Also defines:  generated by
Log in to rate this entry.
(view current ratings)

Cross-references: compact subsets, open subsets, power set, well-defined, finite, countable, field of sets, intersection, properties, complement, union, operations, closed under, collection, measurable, subset, measure
There are 22 references to this entry.

This is version 12 of $\sigma$-algebra, born on 2001-11-17, modified 2007-07-25.
Object id is 950, canonical name is SigmaAlgebra.
Accessed 22760 times total.

Classification:
AMS MSC28A60 (Measure and integration :: Classical measure theory :: Measures on Boolean rings, measure algebras)

Pending Errata and Addenda
None.
[ View all 6 ]
Discussion
Style: Expand: Order:
forum policy
question about \sigma-algebra by perucho on 2005-04-30 17:27:01
In relation to Djao's entry \sigma-algebra, \emptyset \in \mathcal{B}(E) appears like a premise. As far as I know, \emptyset \in A \forall A. So, why this one is not redundant?
BTW, in my browser IE6 the entry title looks like [red cross]$\sigma$-algebra, missing the greek letter sigma. 
[ reply | up ]

Interact
post | correct | update request | add derivation | add example | add (any)