Carathéodory’s extension theorem

E118705

Carathéodory’s extension theorem is a fundamental result in measure theory that guarantees a unique extension of a pre-measure defined on an algebra of sets to a complete measure on the generated σ-algebra.

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Predicate Object
instanceOf mathematical theorem
result in measure theory
alternativeName Carathéodory’s extension theorem
surface form: Carathéodory’s measure extension theorem

Carathéodory’s extension theorem
surface form: Carathéodory’s theorem on extension of measures
appearsIn graduate textbooks on measure theory
graduate textbooks on probability theory
appliesTo algebra of sets
pre-measure
assumes algebra contains the empty set
underlying set is arbitrary
characterizedBy construction of an outer measure from a pre-measure
restriction of outer measure to Carathéodory-measurable sets
concludesAbout complete measure
measure
σ-algebra generated by an algebra
ensures extension agrees with the pre-measure on the original algebra
extension is a measure on the σ-algebra generated by the algebra
extension is complete with respect to null sets of the outer measure
measure of empty set is zero in the extension
field measure theory
probability theory
real analysis
guarantees existence of a measure extending a pre-measure
uniqueness of a measure extending a pre-measure
holdsUnderCondition pre-measure is σ-finite (for uniqueness on generated σ-algebra in some formulations)
implies existence of Lebesgue measure on ℝ
existence of probability measures from consistent finite-dimensional distributions
existence of product measures
isToolFor building measure spaces from simpler set functions
formalizing probability spaces from set functions on algebras
namedAfter Constantin Carathéodory
partOf foundations of modern measure theory
relatedTo Kolmogorov extension theorem
surface form: Hahn–Kolmogorov theorem

Kolmogorov extension theorem
requires pre-measure is defined on an algebra of subsets of a set
pre-measure is non-negative
pre-measure is σ-additive on the algebra
usedFor construction of Borel measures
construction of Lebesgue measure
construction of product measures on product spaces
extension of probability pre-measures to probability measures
usesConcept Carathéodory measurability criterion
outer measure
σ-algebra generated by a collection of sets

Referenced by (7)

Full triples — surface form annotated when it differs from this entity's canonical label.

Constantin Carathéodory notableWork Carathéodory’s extension theorem
Constantin Carathéodory notableWork Carathéodory’s extension theorem
this entity surface form: Carathéodory’s criterion for measurability
Carathéodory’s extension theorem alternativeName Carathéodory’s extension theorem
this entity surface form: Carathéodory’s measure extension theorem
Carathéodory’s extension theorem alternativeName Carathéodory’s extension theorem
this entity surface form: Carathéodory’s theorem on extension of measures
Lebesgue measure constructedBy Carathéodory’s extension theorem
this entity surface form: Carathéodory extension theorem
Kolmogorov extension theorem relatedTo Carathéodory’s extension theorem
this entity surface form: Carathéodory extension theorem
measure theory usesConcept Carathéodory’s extension theorem
this entity surface form: Carathéodory extension theorem