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Mass and first moment of the ULE scalar envelope
Statement
Assume the Axiom of Countable Choice and let . Use the kernel and rate identities, put , , , and . Define the nonnegative envelope . Then and .
Facts & Assumptions
Kernel regularity gives , and . ULE kernel adjoint symmetry and rate identities
The kernel contract defines , the mixed norm and the Lebesgue integration convention, with measurable nonnegative and finite zeroth and first moments. Stationary correlation spectra and ULE kernel regularity
Tonelli applies to every nonnegative product-measurable function on a product of sigma-finite measure spaces, equates its product integral with either iterated integral, and gives measurability of the marginal integrals; finiteness need not be known in advance. Tonelli's theorem for nonnegative measurable functions on a sigma-finite product
Assume the Axiom of Countable Choice: every sequence of nonempty sets admits a choice function. It is used for the change-of-variables theorem in [F4] and singleton nullity in [F6], and is already assumed by the kernel contract for its Lebesgue-null inputs. The Axiom of Countable Choice (AC_ω)
Under [A1], the nonnegative Lebesgue change-of-variables theorem applies to a diffeomorphism of open subsets of : for nonnegative Lebesgue-measurable . For reflection on , and , so reflected functions are Lebesgue measurable and their nonnegative integrals are preserved. A C¹ diffeomorphism satisfies the change-of-variables formula for nonnegative Lebesgue measurable functions
On any measure space, if are measurable, then ; for a positive finite scalar , , and the integral of the zero function is zero. Monotonicity and nonnegative homogeneity of the nonnegative integral
Under [A1], every singleton in is Lebesgue measurable with Lebesgue measure zero. Every at most countable subset of ℝⁿ is Lebesgue null; in particular λ₁(ℚ)=0
On any measure space , if is measurable and is measurable with , then . A nonnegative integral over a null set vanishes
On any measure space, nonnegative measurable functions satisfy , including infinite values. Applying this twice gives additivity for three such functions. Additivity of the nonnegative Lebesgue integral
A product sigma-algebra is generated by measurable rectangles, and a map between measurable spaces is measurable when the preimage of every measurable target set is measurable. The product sigma-algebra and its finite iterates A measurable function between measurable spaces
On any measurable space, the pointwise product of two measurable extended-real functions is measurable, with the total function-product convention assigning zero if either factor is zero. On finite-valued functions this is ordinary multiplication. Real scalar multiples are measurable as well. Arithmetic and lattice operations preserve measurability whenever they are defined
For positive integers , . We use . The Borel product of ℝᵐ and ℝⁿ is the Borel sigma-algebra of ℝᵐ⁺ⁿ
Proof
Given: Countable choice [A1], the kernel and rate conventions, , the nonnegative measurable with the moments in [F1], and the displayed definition of . Goal: Prove measurability, finiteness and the asserted mass and first-moment bounds for .
Put . Apply [F4] with , , first to and then to . Since and , is nonnegative Lebesgue measurable, and .
Write for the Lebesgue sigma-algebra on . For every Borel target set , the preimages under and are respectively and . These are measurable rectangles because is measurable; [F9] therefore proves that both coordinate pullbacks are -measurable. Their nonnegative product is measurable by [F10]. Also, , so the rectangle-generated definition in [F9] gives . By [F11], every Borel subset of is consequently product-measurable. In particular the closed half-plane , the two open strict half-planes and the closed diagonal are product-measurable. The indicator of each such set is measurable, since every target preimage of its two-valued indicator is one of . Applying [F10] to and each indicator proves measurability of every restricted integrand used below, and also of .
The real line is sigma-finite: the intervals have finite measure and cover it. Apply [F3] to the nonnegative product-measurable function from step 2.1. Since is finite and , [F5] identifies its -section integral with , including when . Tonelli makes this marginal measurable and identifies its integral with the product integral, without presupposing integrability of . Multiplication by preserves measurability by [F10], so is measurable.
Write for Lebesgue measure on and for its product measure. Tonelli gives . The diagonal is product-measurable by step 2.1; its sections are singletons, which are null by [F6] under [A1]. Tonelli applied to therefore gives , and [F7] applied to the nonnegative product-measurable function gives . Let and denote the integrals of over and , respectively. Tonelli applied to , exchanging the order of integration and relabelling the two variables, gives because the factors commute. The two strict half-planes and form a measurable partition of . Apply [F8] twice to the pointwise decomposition of into its restrictions to those three sets: . Thus ; applying [F8] once more shows that including changes neither value. Consequently .
For every , the inner integral in is at most . The product is measurable by [F10]. Hence , and monotonicity and positive homogeneity from [F5] give . The mass from step 4.1 and this first-moment bound are finite.
Depends on
- ULE kernel adjoint symmetry and rate identities
- Stationary correlation spectra and ULE kernel regularity
- Tonelli's theorem for nonnegative measurable functions on a sigma-finite product
- The Axiom of Countable Choice (AC_ω)
- A C¹ diffeomorphism satisfies the change-of-variables formula for nonnegative Lebesgue measurable functions
- Monotonicity and nonnegative homogeneity of the nonnegative integral
- Every at most countable subset of ℝⁿ is Lebesgue null; in particular λ₁(ℚ)=0
- A nonnegative integral over a null set vanishes
- Additivity of the nonnegative Lebesgue integral
- The product sigma-algebra and its finite iterates
- A measurable function between measurable spaces
- Arithmetic and lattice operations preserve measurability whenever they are defined
- The Borel product of ℝᵐ and ℝⁿ is the Borel sigma-algebra of ℝᵐ⁺ⁿ
Dependency tree · 2 levels
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