What does σ-algebra mean?

Definitions for σ-algebra
σ-alge·bra

This dictionary definitions page includes all the possible meanings, example usage and translations of the word σ-algebra.

Wikipedia

  1. Σ-algebra

    In mathematical analysis and in probability theory, a σ-algebra (also σ-field) on a set X is a collection Σ of subsets of X that includes the empty subset, is closed under complement, and is closed under countable unions and countable intersections. The pair (X, Σ) is called a measurable space. A σ-algebra is a type of set algebra. An algebra of sets needs only to be closed under the union or intersection of finitely many subsets, which is a weaker condition.The main use of σ-algebras is in the definition of measures; specifically, the collection of those subsets for which a given measure is defined is necessarily a σ-algebra. This concept is important in mathematical analysis as the foundation for Lebesgue integration, and in probability theory, where it is interpreted as the collection of events which can be assigned probabilities. Also, in probability, σ-algebras are pivotal in the definition of conditional expectation. In statistics, (sub) σ-algebras are needed for the formal mathematical definition of a sufficient statistic, particularly when the statistic is a function or a random process and the notion of conditional density is not applicable. If X = {a, b, c, d}, one possible σ-algebra on X is Σ = { ∅, {a, b}, {c, d}, {a, b, c, d} }, where ∅ is the empty set. In general, a finite algebra is always a σ-algebra. If {A1, A2, A3, …} is a countable partition of X then the collection of all unions of sets in the partition (including the empty set) is a σ-algebra. A more useful example is the set of subsets of the real line formed by starting with all open intervals and adding in all countable unions, countable intersections, and relative complements and continuing this process (by transfinite iteration through all countable ordinals) until the relevant closure properties are achieved (a construction known as the Borel hierarchy).

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Numerology

  1. Chaldean Numerology

    The numerical value of σ-algebra in Chaldean Numerology is: 8

  2. Pythagorean Numerology

    The numerical value of σ-algebra in Pythagorean Numerology is: 1

Examples of σ-algebra in a Sentence

  1. Fran Lebowitz:

    In real life, I assure you, there is no such thing as algebra.

  2. Dejan Stojanovic:

    It is vain futility to analyze the algebra of time.

  3. Rachel Miller of Albany:

    I just don’t know how to help him, if there’s a history assignment — or even a science problem that I have no idea about — I can look it up on the Internet. I can’t do that with algebra.

  4. Brian Federico:

    I taught my fourth-grader algebra to solve some problems because the other way was a pain to learn.

  5. Fran Lebowitz:

    Stand firm in your refusal to remain conscious during algebra. In real life, I assure you, there is no such thing as algebra.

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"σ-algebra." Definitions.net. STANDS4 LLC, 2024. Web. 25 Apr. 2024. <https://www.definitions.net/definition/%CF%83-algebra>.

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