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Mass and first moment of the ULE scalar envelope

Statement

Assume the Axiom of Countable Choice and let γ>0. Use the kernel g and rate identities, put k(u)=∥g(u)∥2,1, K=∫k(u)du, H=∫∣u∣k(u)du, Γ=4γK2 and τ=H/K. Define the nonnegative envelope q(u)=4γk(−u)∫−∞uk(−v)dv. Then ∫q(u)du=Γ/2 and ∫∣u∣q(u)du≤Γτ.

Facts & Assumptions

[F1]

Kernel regularity gives 0<K<∞, H<∞ and Γτ=4γKH. ULE kernel adjoint symmetry and rate identities

[F2]

The kernel contract defines g, the mixed norm ∥A∥2,1=∑b(∑a∣Aab∣2)1/2 and the Lebesgue integration convention, with measurable nonnegative k(u)=∥g(u)∥2,1 and finite zeroth and first moments. Stationary correlation spectra and ULE kernel regularity

[F3]

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

[A1]

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)

[F4]

Under [A1], the nonnegative Lebesgue change-of-variables theorem applies to a C1 diffeomorphism T:U→V of open subsets of Rn: ∫Vf(y)dy=∫Uf(T(x))∣det⁡DT(x)∣dx for nonnegative Lebesgue-measurable f. For reflection T(u)=−u on R, T−1=T and ∣T′(u)∣=1, 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

[F5]

On any measure space, if 0≤f≤h are measurable, then ∫f≤∫h; for a positive finite scalar c, ∫cf=c∫f, and the integral of the zero function is zero. Monotonicity and nonnegative homogeneity of the nonnegative integral

[F6]

Under [A1], every singleton in R is Lebesgue measurable with Lebesgue measure zero. Every at most countable subset of ℝⁿ is Lebesgue null; in particular λ₁(ℚ)=0

[F7]

On any measure space (X,A,μ), if f:X→[0,∞] is measurable and E is measurable with μ(E)=0, then ∫Ef dμ=0. A nonnegative integral over a null set vanishes

[F8]

On any measure space, nonnegative measurable functions f,h satisfy ∫(f+h)=∫f+∫h, including infinite values. Applying this twice gives additivity for three such functions. Additivity of the nonnegative Lebesgue integral

[F9]

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

[F10]

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

[F11]

For positive integers m,n, B(Rm)⊗B(Rn)=B(Rm+n). We use m=n=1. 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, γ>0, the nonnegative measurable k with the moments in [F1], and the displayed definition of q. Goal: Prove measurability, finiteness and the asserted mass and first-moment bounds for q.

1.1givenA1F1F2F4

Put a(u)=k(−u). Apply [F4] with U=V=R, T(u)=−u, first to f(u)=k(u) and then to f(u)=∣u∣k(u). Since ∣T(u)∣=∣u∣ and ∣T′(u)∣=1, a is nonnegative Lebesgue measurable, ∫a=K and ∫∣u∣a(u)du=H.

2.1F9F10F11step 1.1

Write L for the Lebesgue sigma-algebra on R. For every Borel target set B⊆R‾, the preimages under (u,v)↦a(u) and (u,v)↦a(v) are respectively a−1(B)×R and R×a−1(B). These are measurable rectangles because a is measurable; [F9] therefore proves that both coordinate pullbacks are L⊗L-measurable. Their nonnegative product p(u,v)=a(u)a(v) is measurable by [F10]. Also, B(R)⊆L, so the rectangle-generated definition in [F9] gives B(R)⊗B(R)⊆L⊗L. By [F11], every Borel subset of R2 is consequently product-measurable. In particular the closed half-plane {v≤u}, the two open strict half-planes and the closed diagonal D={u=v} are product-measurable. The indicator of each such set E is measurable, since every target preimage of its two-valued indicator is one of ∅,E,Ec,R2. Applying [F10] to p and each indicator proves measurability of every restricted integrand used below, and also of 1D.

3.1givenF2F3F5F10step 1.1step 2.1

The real line is sigma-finite: the intervals [−m,m] have finite measure and cover it. Apply [F3] to the nonnegative product-measurable function p(u,v)1{v≤u} from step 2.1. Since a(u) is finite and ∫a=K<∞, [F5] identifies its v-section integral with a(u)∫−∞ua(v)dv, including when a(u)=0. Tonelli makes this marginal measurable and identifies its integral with the product integral, without presupposing integrability of q. Multiplication by 4γ>0 preserves measurability by [F10], so q is measurable.

4.1A1F1F2F3F5F6F7F8step 1.1step 2.1step 3.1

Write λ for Lebesgue measure on R and μ=λ⊗λ for its product measure. Tonelli gives ∫R2a(u)a(v) dμ(u,v)=K2. The diagonal D={u=v} is product-measurable by step 2.1; its sections are singletons, which are null by [F6] under [A1]. Tonelli applied to 1D therefore gives μ(D)=0, and [F7] applied to the nonnegative product-measurable function a(u)a(v) gives ∫Da(u)a(v) dμ=0. Let I< and I> denote the integrals of a(u)a(v) over {v<u} and {u<v}, respectively. Tonelli applied to a(u)a(v)1{v<u}, exchanging the order of integration and relabelling the two variables, gives I<=I> because the factors commute. The two strict half-planes and D form a measurable partition of R2. Apply [F8] twice to the pointwise decomposition of a(u)a(v) into its restrictions to those three sets: K2=I<+I>+0. Thus I<=I>=K2/2; applying [F8] once more shows that including D changes neither value. Consequently ∫q=4γK2/2=Γ/2.

5.1F1F5F10step 1.1step 3.1step 4.1∎

For every u, the inner integral in q(u) is at most ∫a=K. The product ∣u∣q(u) is measurable by [F10]. Hence 0≤q(u)≤4γKa(u), and monotonicity and positive homogeneity from [F5] give ∫∣u∣q(u)du≤4γK∫∣u∣a(u)du=4γKH=Γτ. The mass from step 4.1 and this first-moment bound are finite.

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