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Radon-Nikodym derivatives satisfy the chain rule along nu << mu << lambda
Statement
Assume the Axiom of Choice. Let and be sigma-finite positive measures and let be a signed measure or a finite complex measure on the same measurable space. Assume there is an increasing measurable exhaustion with , , , and for every , and assume . Then
Facts & Assumptions
Given: AC and measures with the common finite-exhaustion hypothesis and .
Under AC, RN gives finite-valued measurable densities on a common finite exhaustion, unique almost everywhere, with all measurable-set integrals defined and finite-piece L1 bounds; for finite complex measures the density is L1. (The Axiom of Choice, A sigma-finite signed measure that is absolutely continuous with respect to a sigma-finite positive measure has a unique almost-everywhere density, A finite complex measure absolutely continuous with respect to a sigma-finite positive measure has an integrable complex density, The Radon-Nikodym derivative as an almost-everywhere equivalence class)
Nonnegative density substitution gives . (Integrating against a density agrees with integrating the product)
Real integrals are differences of positive and negative integrals when at least one is finite; complex L1 integration uses real and imaginary parts. (Integrable real and complex functions, and their integrals)
A nonnegative function has zero integral exactly when it vanishes almost everywhere; null-set integrals vanish. (A nonnegative measurable function has integral exactly when it vanishes almost everywhere, A nonnegative integral over a null set vanishes)
Absolute continuity means vanishing on all measurable null sets and is transitive. (Absolute continuity of a signed or complex measure with respect to a positive measure)
Proof
Apply [L1] under AC to choose finite-valued representing . It may be made nonnegative everywhere: on , finite-piece integrability gives , so each set is null. Their countable union is . Replacing there by zero leaves its integrals unchanged by [L4]. Thus with finite nonnegative .
If is signed, [L1] gives a finite real density for with respect to . Its integral on is defined, so at least one of and is finite. Since , [L2] gives for every measurable . The same finite-sign bound permits subtraction, proving . By [L5], and the given exhaustion permits [L1] for this pair. Its uniqueness clause identifies almost everywhere.
If is finite complex, [L1] gives . By [L2], . Apply [L2] to the four nonnegative parts of and combine their finite integrals by [L3]; this yields for every . Transitivity [L5] and the complex uniqueness clause [L1] again give almost everywhere.
The product is independent of finite-valued representatives. If agrees with outside a measurable -null set , then , so [L4] gives -almost everywhere on . Hence -almost everywhere. Changing on a -null set also leaves the product class unchanged. Thus the preceding identities give the stated identity of RN classes in both cases.
Depends on
- The Axiom of Choice
- Absolute continuity of a signed or complex measure with respect to a positive measure
- Integrable real and complex functions, and their integrals
- The Radon-Nikodym derivative as an almost-everywhere equivalence class
- Integrating against a density agrees with integrating the product
- A sigma-finite signed measure that is absolutely continuous with respect to a sigma-finite positive measure has a unique almost-everywhere density
- A finite complex measure absolutely continuous with respect to a sigma-finite positive measure has an integrable complex density
- A nonnegative measurable function has integral $0$ exactly when it vanishes almost everywhere
- A nonnegative integral over a null set vanishes
Used by
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Sources
- Richard F. Bass, Real Analysis for Graduate Students, Exercise 13.8 (standard reference, not scraped)
- John K. Hunter, Measure Theory, §6.8 (standard reference, not scraped)