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.
All labels observed (5)
How this entity was disambiguated
This entity first appeared as the object of triple T998591 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
Target entity: Carathéodory’s extension theorem Context triple: [Constantin Carathéodory, notableWork, Carathéodory’s extension theorem]
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A.
Cantor’s theorem
Cantor’s theorem is a fundamental result in set theory stating that the power set of any set has a strictly greater cardinality than the set itself, implying there is no largest infinity.
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B.
Radon–Nikodym derivative
The Radon–Nikodym derivative is a function that represents how one measure changes with respect to another absolutely continuous measure, playing a central role in modern probability theory and measure theory.
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C.
Cameron–Martin theorem
The Cameron–Martin theorem is a fundamental result in probability theory and functional analysis that characterizes how Gaussian measures on infinite-dimensional spaces change under shifts by elements of a special Hilbert subspace (the Cameron–Martin space).
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D.
Lebesgue integration
Lebesgue integration is a foundational measure-theoretic framework for defining and analyzing integrals, particularly suited to handling limits, convergence, and more general functions than those allowed by Riemann integration.
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E.
Kakutani fixed-point theorem
The Kakutani fixed-point theorem is a fundamental result in mathematical analysis and game theory that guarantees the existence of fixed points for certain set-valued (multivalued) functions, underpinning key existence proofs such as Nash equilibria.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Target entity: Carathéodory’s extension theorem Target entity description: 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.
-
A.
Cantor’s theorem
Cantor’s theorem is a fundamental result in set theory stating that the power set of any set has a strictly greater cardinality than the set itself, implying there is no largest infinity.
-
B.
Radon–Nikodym derivative
The Radon–Nikodym derivative is a function that represents how one measure changes with respect to another absolutely continuous measure, playing a central role in modern probability theory and measure theory.
-
C.
Cameron–Martin theorem
The Cameron–Martin theorem is a fundamental result in probability theory and functional analysis that characterizes how Gaussian measures on infinite-dimensional spaces change under shifts by elements of a special Hilbert subspace (the Cameron–Martin space).
-
D.
Lebesgue integration
Lebesgue integration is a foundational measure-theoretic framework for defining and analyzing integrals, particularly suited to handling limits, convergence, and more general functions than those allowed by Riemann integration.
-
E.
Kakutani fixed-point theorem
The Kakutani fixed-point theorem is a fundamental result in mathematical analysis and game theory that guarantees the existence of fixed points for certain set-valued (multivalued) functions, underpinning key existence proofs such as Nash equilibria.
- F. None of above. chosen
Statements (44)
| 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 ⓘ |
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Subject: Carathéodory’s extension theorem Description of subject: 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.
Referenced by (7)
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